warning: commands will be executed using /bin/sh
job 2475 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
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 4573905 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1524635 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 79907 members 
Mstep: Class 3 contains 80303 members 
Mstep: Class 4 contains 80005 members 
Mstep: Class 5 contains 80492 members 
Mstep: Class 6 contains 80214 members 
Mstep: Class 7 contains 80834 members 
Mstep: Class 8 contains 80058 members 
Mstep: Class 9 contains 80161 members 
Mstep: Class 10 contains 80156 members 
Mstep: Class 11 contains 80104 members 
Mstep: Class 12 contains 80095 members 
Mstep: Class 13 contains 81092 members 
Mstep: Class 14 contains 80233 members 
Mstep: Class 15 contains 80206 members 
Mstep: Class 16 contains 80576 members 
Mstep: Class 17 contains 79974 members 
Mstep: Class 18 contains 80159 members 
Mstep: Class 19 contains 79859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 297.411652 but Gain 3530.839844
Score: -151144192.000000 Penalty: 63555.152344
Iteration 0F: 19 clusters Score -1.511442e+08 nChanged 1439260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3468 members 
Mstep: Class 1 contains 192950 members 
Mstep: Class 2 contains 167262 members 
Mstep: Class 3 contains 24933 members 
Mstep: Class 4 contains 129733 members 
Mstep: Class 5 contains 101713 members 
Mstep: Class 6 contains 196041 members 
Mstep: Class 7 contains 186169 members 
Mstep: Class 8 contains 185033 members 
Mstep: Class 9 contains 35580 members 
Mstep: Class 10 contains 62354 members 
Mstep: Class 11 contains 44313 members 
Mstep: Class 12 contains 28061 members 
Mstep: Class 13 contains 26601 members 
Mstep: Class 14 contains 50422 members 
Mstep: Class 15 contains 19262 members 
Mstep: Class 17 contains 29189 members 
Mstep: Class 18 contains 9057 members 
Mstep: Class 19 contains 32494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2579.911621 but Gain 3530.839844
Score: -156270768.000000 Penalty: 60024.312500
Iteration 1F: 18 clusters Score -1.562708e+08 nChanged 458708
Entering Unmasked Mstep 
Mstep: Class 0 contains 2978 members 
Mstep: Class 1 contains 229833 members 
Mstep: Class 2 contains 212353 members 
Mstep: Class 3 contains 23716 members 
Mstep: Class 4 contains 131198 members 
Mstep: Class 5 contains 85777 members 
Mstep: Class 6 contains 203268 members 
Mstep: Class 7 contains 217072 members 
Mstep: Class 8 contains 194267 members 
Mstep: Class 9 contains 19127 members 
Mstep: Class 10 contains 39105 members 
Mstep: Class 11 contains 35238 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 13 contains 13740 members 
Mstep: Class 14 contains 40053 members 
Mstep: Class 15 contains 21588 members 
Mstep: Class 17 contains 27865 members 
Mstep: Class 19 contains 14649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156870512.000000 Penalty: 60024.312500
Iteration 2F: 18 clusters Score -1.568705e+08 nChanged 287329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2809 members 
Mstep: Class 1 contains 241526 members 
Mstep: Class 2 contains 237404 members 
Mstep: Class 3 contains 27207 members 
Mstep: Class 4 contains 119134 members 
Mstep: Class 5 contains 67960 members 
Mstep: Class 6 contains 220175 members 
Mstep: Class 7 contains 235799 members 
Mstep: Class 8 contains 195835 members 
Mstep: Class 9 contains 9743 members 
Mstep: Class 10 contains 30285 members 
Mstep: Class 11 contains 27687 members 
Mstep: Class 12 contains 6159 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 27809 members 
Mstep: Class 17 contains 28124 members 
Mstep: Class 19 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085248.000000 Penalty: 60024.312500
Iteration 3F: 18 clusters Score -1.570852e+08 nChanged 221031
Entering Unmasked Mstep 
Mstep: Class 0 contains 2733 members 
Mstep: Class 1 contains 240818 members 
Mstep: Class 2 contains 252531 members 
Mstep: Class 3 contains 27981 members 
Mstep: Class 4 contains 102109 members 
Mstep: Class 5 contains 54371 members 
Mstep: Class 6 contains 254208 members 
Mstep: Class 7 contains 248857 members 
Mstep: Class 8 contains 191362 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 26708 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 5599 members 
Mstep: Class 14 contains 24596 members 
Mstep: Class 15 contains 30969 members 
Mstep: Class 17 contains 25799 members 
Mstep: Class 19 contains 5312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2625.748779 but Gain 3530.843750
Score: -157241520.000000 Penalty: 56493.468750
Iteration 4F: 17 clusters Score -1.572415e+08 nChanged 196213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2607 members 
Mstep: Class 1 contains 232219 members 
Mstep: Class 2 contains 260021 members 
Mstep: Class 3 contains 27094 members 
Mstep: Class 4 contains 84272 members 
Mstep: Class 5 contains 43571 members 
Mstep: Class 6 contains 301452 members 
Mstep: Class 7 contains 258488 members 
Mstep: Class 8 contains 184664 members 
Mstep: Class 10 contains 23927 members 
Mstep: Class 11 contains 19537 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 21464 members 
Mstep: Class 15 contains 31626 members 
Mstep: Class 17 contains 23873 members 
Mstep: Class 19 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2979.602539 but Gain 3530.839844
Score: -157382368.000000 Penalty: 52962.628906
Iteration 5F: 16 clusters Score -1.573824e+08 nChanged 180629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2522 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 260376 members 
Mstep: Class 3 contains 26255 members 
Mstep: Class 4 contains 67134 members 
Mstep: Class 5 contains 33661 members 
Mstep: Class 6 contains 360736 members 
Mstep: Class 7 contains 265248 members 
Mstep: Class 8 contains 176717 members 
Mstep: Class 10 contains 20374 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 2773 members 
Mstep: Class 14 contains 19392 members 
Mstep: Class 15 contains 32041 members 
Mstep: Class 17 contains 22704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2569.395264 but Gain 3530.843750
Score: -157505312.000000 Penalty: 49431.785156
Iteration 6F: 15 clusters Score -1.575053e+08 nChanged 169277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2499 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 254958 members 
Mstep: Class 3 contains 25248 members 
Mstep: Class 4 contains 52249 members 
Mstep: Class 5 contains 24118 members 
Mstep: Class 6 contains 427666 members 
Mstep: Class 7 contains 271318 members 
Mstep: Class 8 contains 168355 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 16370 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 17830 members 
Mstep: Class 15 contains 31397 members 
Mstep: Class 17 contains 22635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157606528.000000 Penalty: 49431.785156
Iteration 7F: 15 clusters Score -1.576065e+08 nChanged 161329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2480 members 
Mstep: Class 1 contains 162522 members 
Mstep: Class 2 contains 246115 members 
Mstep: Class 3 contains 24539 members 
Mstep: Class 4 contains 40414 members 
Mstep: Class 5 contains 16553 members 
Mstep: Class 6 contains 490614 members 
Mstep: Class 7 contains 278785 members 
Mstep: Class 8 contains 161510 members 
Mstep: Class 10 contains 11751 members 
Mstep: Class 11 contains 15894 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 17 contains 22920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685808.000000 Penalty: 49431.785156
Iteration 8F: 15 clusters Score -1.576858e+08 nChanged 143389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2428 members 
Mstep: Class 1 contains 136389 members 
Mstep: Class 2 contains 236724 members 
Mstep: Class 3 contains 24195 members 
Mstep: Class 4 contains 31346 members 
Mstep: Class 5 contains 11126 members 
Mstep: Class 6 contains 537027 members 
Mstep: Class 7 contains 289414 members 
Mstep: Class 8 contains 157702 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 15998 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 14266 members 
Mstep: Class 15 contains 32638 members 
Mstep: Class 17 contains 23385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750320.000000 Penalty: 49431.785156
Iteration 9F: 15 clusters Score -1.577503e+08 nChanged 121772
Entering Unmasked Mstep 
Mstep: Class 0 contains 2307 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 228806 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 7404 members 
Mstep: Class 6 contains 564339 members 
Mstep: Class 7 contains 305049 members 
Mstep: Class 8 contains 156899 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 17 contains 23788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157803168.000000 Penalty: 49431.785156
Iteration 10F: 15 clusters Score -1.578032e+08 nChanged 102865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2237 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 222304 members 
Mstep: Class 3 contains 23404 members 
Mstep: Class 4 contains 20242 members 
Mstep: Class 5 contains 4999 members 
Mstep: Class 6 contains 575051 members 
Mstep: Class 7 contains 324612 members 
Mstep: Class 8 contains 159001 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 18133 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 7588 members 
Mstep: Class 15 contains 36103 members 
Mstep: Class 17 contains 24003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3453.371094 but Gain 3530.839844
Score: -157848880.000000 Penalty: 45900.945312
Iteration 11F: 14 clusters Score -1.578489e+08 nChanged 89857
Entering Unmasked Mstep 
Mstep: Class 0 contains 2190 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 216703 members 
Mstep: Class 3 contains 22766 members 
Mstep: Class 4 contains 17157 members 
Mstep: Class 6 contains 574637 members 
Mstep: Class 7 contains 347598 members 
Mstep: Class 8 contains 163686 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 11 contains 19970 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 4082 members 
Mstep: Class 15 contains 38213 members 
Mstep: Class 17 contains 23976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157885232.000000 Penalty: 45900.945312
Iteration 12F: 14 clusters Score -1.578852e+08 nChanged 76151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2161 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 211215 members 
Mstep: Class 3 contains 21858 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 6 contains 560673 members 
Mstep: Class 7 contains 371091 members 
Mstep: Class 8 contains 170264 members 
Mstep: Class 10 contains 5959 members 
Mstep: Class 11 contains 22056 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 40341 members 
Mstep: Class 17 contains 23877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157903904.000000 Penalty: 45900.945312
Iteration 13Q: 14 clusters Score -1.579039e+08 nChanged 71014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2159 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 205429 members 
Mstep: Class 3 contains 20772 members 
Mstep: Class 4 contains 13952 members 
Mstep: Class 6 contains 542354 members 
Mstep: Class 7 contains 391371 members 
Mstep: Class 8 contains 180079 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 24034 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 42439 members 
Mstep: Class 17 contains 23606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157913776.000000 Penalty: 45900.945312
Iteration 14Q: 14 clusters Score -1.579138e+08 nChanged 65686
Entering Unmasked Mstep 
Mstep: Class 0 contains 2159 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 201556 members 
Mstep: Class 3 contains 19518 members 
Mstep: Class 4 contains 13419 members 
Mstep: Class 6 contains 524833 members 
Mstep: Class 7 contains 402449 members 
Mstep: Class 8 contains 193270 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 11 contains 25712 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 44602 members 
Mstep: Class 17 contains 23190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157926656.000000 Penalty: 45900.945312
Iteration 15Q: 14 clusters Score -1.579267e+08 nChanged 59303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2159 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 200595 members 
Mstep: Class 3 contains 18108 members 
Mstep: Class 4 contains 13310 members 
Mstep: Class 6 contains 510599 members 
Mstep: Class 7 contains 403142 members 
Mstep: Class 8 contains 208840 members 
Mstep: Class 10 contains 5961 members 
Mstep: Class 11 contains 27028 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 46902 members 
Mstep: Class 17 contains 22685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157944368.000000 Penalty: 45900.945312
Iteration 16Q: 14 clusters Score -1.579444e+08 nChanged 53428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2158 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 201463 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 4 contains 13453 members 
Mstep: Class 6 contains 499339 members 
Mstep: Class 7 contains 396170 members 
Mstep: Class 8 contains 226276 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 27842 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 49357 members 
Mstep: Class 17 contains 22231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157962320.000000 Penalty: 45900.945312
Iteration 17Q: 14 clusters Score -1.579623e+08 nChanged 48576
Entering Unmasked Mstep 
Mstep: Class 0 contains 2158 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 203249 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 6 contains 490423 members 
Mstep: Class 7 contains 385335 members 
Mstep: Class 8 contains 244219 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 28094 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 51930 members 
Mstep: Class 17 contains 21782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157982400.000000 Penalty: 45900.945312
Iteration 18Q: 14 clusters Score -1.579824e+08 nChanged 44065
Entering Unmasked Mstep 
Mstep: Class 0 contains 2158 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 205584 members 
Mstep: Class 3 contains 13683 members 
Mstep: Class 4 contains 14130 members 
Mstep: Class 6 contains 482570 members 
Mstep: Class 7 contains 373626 members 
Mstep: Class 8 contains 261593 members 
Mstep: Class 10 contains 6033 members 
Mstep: Class 11 contains 27953 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 54433 members 
Mstep: Class 17 contains 21327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158000608.000000 Penalty: 45900.945312
Iteration 19Q: 14 clusters Score -1.580006e+08 nChanged 40377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2158 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 208005 members 
Mstep: Class 3 contains 12467 members 
Mstep: Class 4 contains 14445 members 
Mstep: Class 6 contains 475090 members 
Mstep: Class 7 contains 362602 members 
Mstep: Class 8 contains 277970 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 56759 members 
Mstep: Class 17 contains 20914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158020592.000000 Penalty: 45900.945312
Iteration 20F: 14 clusters Score -1.580206e+08 nChanged 37035
Entering Unmasked Mstep 
Mstep: Class 0 contains 2147 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 210245 members 
Mstep: Class 3 contains 11613 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 6 contains 468314 members 
Mstep: Class 7 contains 353265 members 
Mstep: Class 8 contains 292317 members 
Mstep: Class 10 contains 5748 members 
Mstep: Class 11 contains 26813 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 58657 members 
Mstep: Class 17 contains 20202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158036944.000000 Penalty: 45900.945312
Iteration 21Q: 14 clusters Score -1.580369e+08 nChanged 33987
Entering Unmasked Mstep 
Mstep: Class 0 contains 2143 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 212459 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 15350 members 
Mstep: Class 6 contains 462041 members 
Mstep: Class 7 contains 345584 members 
Mstep: Class 8 contains 304710 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 26063 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 60302 members 
Mstep: Class 17 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158048144.000000 Penalty: 45900.945312
Iteration 22Q: 14 clusters Score -1.580481e+08 nChanged 32085
Entering Unmasked Mstep 
Mstep: Class 0 contains 2137 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 214779 members 
Mstep: Class 3 contains 10541 members 
Mstep: Class 4 contains 15931 members 
Mstep: Class 6 contains 456456 members 
Mstep: Class 7 contains 338680 members 
Mstep: Class 8 contains 315665 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 25206 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 15 contains 61804 members 
Mstep: Class 17 contains 18872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158058960.000000 Penalty: 45900.945312
Iteration 23Q: 14 clusters Score -1.58059e+08 nChanged 30391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 217045 members 
Mstep: Class 3 contains 10175 members 
Mstep: Class 4 contains 16599 members 
Mstep: Class 6 contains 451523 members 
Mstep: Class 7 contains 332617 members 
Mstep: Class 8 contains 325149 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 24431 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 15 contains 63163 members 
Mstep: Class 17 contains 18054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158070048.000000 Penalty: 45900.945312
Iteration 24Q: 14 clusters Score -1.5807e+08 nChanged 30387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 219371 members 
Mstep: Class 3 contains 9874 members 
Mstep: Class 4 contains 17302 members 
Mstep: Class 6 contains 445983 members 
Mstep: Class 7 contains 327314 members 
Mstep: Class 8 contains 334031 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 23950 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 64399 members 
Mstep: Class 17 contains 17134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158078912.000000 Penalty: 45900.945312
Iteration 25Q: 14 clusters Score -1.580789e+08 nChanged 31256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 221826 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 18006 members 
Mstep: Class 6 contains 440572 members 
Mstep: Class 7 contains 322945 members 
Mstep: Class 8 contains 341262 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 23753 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 65637 members 
Mstep: Class 17 contains 16167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158087184.000000 Penalty: 45900.945312
Iteration 26Q: 14 clusters Score -1.580872e+08 nChanged 31454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 224403 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 18774 members 
Mstep: Class 6 contains 436103 members 
Mstep: Class 7 contains 319676 members 
Mstep: Class 8 contains 345647 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 23759 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 66796 members 
Mstep: Class 17 contains 15239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158095504.000000 Penalty: 45900.945312
Iteration 27Q: 14 clusters Score -1.580955e+08 nChanged 30209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 227104 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 19538 members 
Mstep: Class 6 contains 432818 members 
Mstep: Class 7 contains 317229 members 
Mstep: Class 8 contains 347505 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 23691 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 67909 members 
Mstep: Class 17 contains 14474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158101712.000000 Penalty: 45900.945312
Iteration 28Q: 14 clusters Score -1.581017e+08 nChanged 27493
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 229936 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 20192 members 
Mstep: Class 6 contains 430522 members 
Mstep: Class 7 contains 315787 members 
Mstep: Class 8 contains 346928 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 23532 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 68922 members 
Mstep: Class 17 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158108064.000000 Penalty: 45900.945312
Iteration 29Q: 14 clusters Score -1.581081e+08 nChanged 24348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 232803 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 20820 members 
Mstep: Class 6 contains 428907 members 
Mstep: Class 7 contains 315213 members 
Mstep: Class 8 contains 344608 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 23373 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 69885 members 
Mstep: Class 17 contains 13545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158112720.000000 Penalty: 45900.945312
Iteration 30Q: 14 clusters Score -1.581127e+08 nChanged 21079
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 235568 members 
Mstep: Class 3 contains 8669 members 
Mstep: Class 4 contains 21357 members 
Mstep: Class 6 contains 427674 members 
Mstep: Class 7 contains 315191 members 
Mstep: Class 8 contains 341561 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 23188 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 70783 members 
Mstep: Class 17 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158116656.000000 Penalty: 45900.945312
Iteration 31Q: 14 clusters Score -1.581167e+08 nChanged 17769
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 238363 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 21782 members 
Mstep: Class 6 contains 426717 members 
Mstep: Class 7 contains 315458 members 
Mstep: Class 8 contains 338154 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 22995 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 71632 members 
Mstep: Class 17 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158121120.000000 Penalty: 45900.945312
Iteration 32Q: 14 clusters Score -1.581211e+08 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 240960 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 6 contains 425873 members 
Mstep: Class 7 contains 316069 members 
Mstep: Class 8 contains 334645 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 22820 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 72420 members 
Mstep: Class 17 contains 13075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158123280.000000 Penalty: 45900.945312
Iteration 33Q: 14 clusters Score -1.581233e+08 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 243436 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 6 contains 424930 members 
Mstep: Class 7 contains 316712 members 
Mstep: Class 8 contains 331386 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 22702 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 73199 members 
Mstep: Class 17 contains 13030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3435.309570 but Gain 3530.843750
Score: -158127136.000000 Penalty: 42370.101562
Iteration 34Q: 13 clusters Score -1.581271e+08 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 245750 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 22680 members 
Mstep: Class 6 contains 424338 members 
Mstep: Class 7 contains 317349 members 
Mstep: Class 8 contains 328623 members 
Mstep: Class 11 contains 22591 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 75984 members 
Mstep: Class 17 contains 13012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158132688.000000 Penalty: 42370.101562
Iteration 35Q: 13 clusters Score -1.581327e+08 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 247973 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 22917 members 
Mstep: Class 6 contains 422203 members 
Mstep: Class 7 contains 318098 members 
Mstep: Class 8 contains 326326 members 
Mstep: Class 11 contains 22517 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 77223 members 
Mstep: Class 17 contains 13002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158134880.000000 Penalty: 42370.101562
Iteration 36Q: 13 clusters Score -1.581349e+08 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 250149 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 23126 members 
Mstep: Class 6 contains 420363 members 
Mstep: Class 7 contains 318614 members 
Mstep: Class 8 contains 324310 members 
Mstep: Class 11 contains 22468 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 78229 members 
Mstep: Class 17 contains 13003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158135904.000000 Penalty: 42370.101562
Iteration 37Q: 13 clusters Score -1.581359e+08 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 252122 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 23343 members 
Mstep: Class 6 contains 418625 members 
Mstep: Class 7 contains 319168 members 
Mstep: Class 8 contains 322482 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 79106 members 
Mstep: Class 17 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158137440.000000 Penalty: 42370.101562
Iteration 38Q: 13 clusters Score -1.581374e+08 nChanged 9315
Entering ConstructFrom: 
Score: -158137440.000000 Penalty: 42370.101562
Entering ConstructFrom: 
Trying to split cluster 1 (60384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Entering Unmasked Estep 
Score: -6480189.500000 Penalty: 2730.102783
	Iteration 0F: 2 clusters Score -6480190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6439839.000000 Penalty: 5460.205566
	Iteration 0F: 3 clusters Score -6439839 nChanged 28101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -6455663.000000 Penalty: 5460.205566
	Iteration 1F: 3 clusters Score -6455663 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6456591.500000 Penalty: 5460.205566
	Iteration 2Q: 3 clusters Score -6456592 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6457584.000000 Penalty: 5460.205566
	Iteration 3Q: 3 clusters Score -6457584 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -6458800.000000 Penalty: 5460.205566
	Iteration 4Q: 3 clusters Score -6458800 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -6460190.500000 Penalty: 5460.205566
	Iteration 5Q: 3 clusters Score -6460190 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -6462228.000000 Penalty: 5460.205566
	Iteration 6F: 3 clusters Score -6462228 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -6464821.500000 Penalty: 5460.205566
	Iteration 7F: 3 clusters Score -6464822 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -6468054.000000 Penalty: 5460.205566
	Iteration 8F: 3 clusters Score -6468054 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -6471107.000000 Penalty: 5460.205566
	Iteration 9F: 3 clusters Score -6471107 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6473089.000000 Penalty: 5460.205566
	Iteration 10Q: 3 clusters Score -6473089 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6474094.500000 Penalty: 5460.205566
	Iteration 11Q: 3 clusters Score -6474094 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -6474676.000000 Penalty: 5460.205566
	Iteration 12Q: 3 clusters Score -6474676 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6475109.000000 Penalty: 5460.205566
	Iteration 13Q: 3 clusters Score -6475109 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6475568.000000 Penalty: 5460.205566
	Iteration 14Q: 3 clusters Score -6475568 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -6475948.000000 Penalty: 5460.205566
	Iteration 15Q: 3 clusters Score -6475948 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6476294.500000 Penalty: 5460.205566
	Iteration 16Q: 3 clusters Score -6476294 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -6476611.000000 Penalty: 5460.205566
	Iteration 17Q: 3 clusters Score -6476611 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -6476920.000000 Penalty: 5460.205566
	Iteration 18Q: 3 clusters Score -6476920 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -6477216.000000 Penalty: 5460.205566
	Iteration 19Q: 3 clusters Score -6477216 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -6477422.500000 Penalty: 5460.205566
	Iteration 20F: 3 clusters Score -6477422 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -6477623.000000 Penalty: 5460.205566
	Iteration 21Q: 3 clusters Score -6477623 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -6477837.000000 Penalty: 5460.205566
	Iteration 22Q: 3 clusters Score -6477837 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -6478052.000000 Penalty: 5460.205566
	Iteration 23Q: 3 clusters Score -6478052 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -6478188.000000 Penalty: 5460.205566
	Iteration 24Q: 3 clusters Score -6478188 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -6478320.500000 Penalty: 5460.205566
	Iteration 25Q: 3 clusters Score -6478320 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -6478428.500000 Penalty: 5460.205566
	Iteration 26Q: 3 clusters Score -6478428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -6478505.000000 Penalty: 5460.205566
	Iteration 27Q: 3 clusters Score -6478505 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -6478570.500000 Penalty: 5460.205566
	Iteration 28Q: 3 clusters Score -6478570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -6478604.500000 Penalty: 5460.205566
	Iteration 29Q: 3 clusters Score -6478604 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -6478627.000000 Penalty: 5460.205566
	Iteration 30Q: 3 clusters Score -6478627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -6478658.500000 Penalty: 5460.205566
	Iteration 31Q: 3 clusters Score -6478658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -6478676.500000 Penalty: 5460.205566
	Iteration 32Q: 3 clusters Score -6478676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -6478686.500000 Penalty: 5460.205566
	Iteration 33Q: 3 clusters Score -6478686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -6478698.500000 Penalty: 5460.205566
	Iteration 34Q: 3 clusters Score -6478698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -6478721.500000 Penalty: 5460.205566
	Iteration 35Q: 3 clusters Score -6478722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -6478724.000000 Penalty: 5460.205566
	Iteration 36Q: 3 clusters Score -6478724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -6478734.500000 Penalty: 5460.205566
	Iteration 37Q: 3 clusters Score -6478734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -6478740.000000 Penalty: 5460.205566
	Iteration 38Q: 3 clusters Score -6478740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -6478750.500000 Penalty: 5460.205566
	Iteration 39Q: 3 clusters Score -6478750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -6478764.000000 Penalty: 5460.205566
	Iteration 40F: 3 clusters Score -6478764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -6478771.000000 Penalty: 5460.205566
	Iteration 41Q: 3 clusters Score -6478771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -6478775.000000 Penalty: 5460.205566
	Iteration 42Q: 3 clusters Score -6478775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -6478779.500000 Penalty: 5460.205566
	Iteration 43Q: 3 clusters Score -6478780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -6478795.000000 Penalty: 5460.205566
	Iteration 44Q: 3 clusters Score -6478795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -6478800.500000 Penalty: 5460.205566
	Iteration 45Q: 3 clusters Score -6478800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -6478792.000000 Penalty: 5460.205566
	Iteration 46Q: 3 clusters Score -6478792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -6478795.000000 Penalty: 5460.205566
	Iteration 47Q: 3 clusters Score -6478795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -6478792.000000 Penalty: 5460.205566
	Iteration 48Q: 3 clusters Score -6478792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -6478792.500000 Penalty: 5460.205566
	Iteration 49Q: 3 clusters Score -6478792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -6478795.500000 Penalty: 5460.205566
	Iteration 50Q: 3 clusters Score -6478796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -6478796.000000 Penalty: 5460.205566
	Iteration 51Q: 3 clusters Score -6478796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -6478792.500000 Penalty: 5460.205566
	Iteration 52Q: 3 clusters Score -6478792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -6478794.000000 Penalty: 5460.205566
	Iteration 53Q: 3 clusters Score -6478794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -6478790.500000 Penalty: 5460.205566
	Iteration 54Q: 3 clusters Score -6478790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -6478793.500000 Penalty: 5460.205566
	Iteration 55Q: 3 clusters Score -6478794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -6478783.500000 Penalty: 5460.205566
	Iteration 56Q: 3 clusters Score -6478784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -6478785.500000 Penalty: 5460.205566
	Iteration 57Q: 3 clusters Score -6478786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -6478795.500000 Penalty: 5460.205566
	Iteration 58Q: 3 clusters Score -6478796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -6478794.500000 Penalty: 5460.205566
	Iteration 59Q: 3 clusters Score -6478794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -6478801.500000 Penalty: 5460.205566
	Iteration 60F: 3 clusters Score -6478802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -6478807.000000 Penalty: 5460.205566
	Iteration 61Q: 3 clusters Score -6478807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -6478811.000000 Penalty: 5460.205566
	Iteration 62Q: 3 clusters Score -6478811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -6478816.000000 Penalty: 5460.205566
	Iteration 63Q: 3 clusters Score -6478816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -6478837.000000 Penalty: 5460.205566
	Iteration 64Q: 3 clusters Score -6478837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -6478841.000000 Penalty: 5460.205566
	Iteration 65Q: 3 clusters Score -6478841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -6478841.500000 Penalty: 5460.205566
	Iteration 66Q: 3 clusters Score -6478842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -6478847.500000 Penalty: 5460.205566
	Iteration 67Q: 3 clusters Score -6478848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -6478850.500000 Penalty: 5460.205566
	Iteration 68Q: 3 clusters Score -6478850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -6478854.000000 Penalty: 5460.205566
	Iteration 69Q: 3 clusters Score -6478854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -6478863.500000 Penalty: 5460.205566
	Iteration 70Q: 3 clusters Score -6478864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -6478864.500000 Penalty: 5460.205566
	Iteration 71Q: 3 clusters Score -6478864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -6478870.000000 Penalty: 5460.205566
	Iteration 72Q: 3 clusters Score -6478870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -6478867.500000 Penalty: 5460.205566
	Iteration 73Q: 3 clusters Score -6478868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -6478871.500000 Penalty: 5460.205566
	Iteration 74Q: 3 clusters Score -6478872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -6478876.500000 Penalty: 5460.205566
	Iteration 75Q: 3 clusters Score -6478876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -6478882.500000 Penalty: 5460.205566
	Iteration 76Q: 3 clusters Score -6478882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -6478889.000000 Penalty: 5460.205566
	Iteration 77Q: 3 clusters Score -6478889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -6478894.500000 Penalty: 5460.205566
	Iteration 78Q: 3 clusters Score -6478894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -6478882.000000 Penalty: 5460.205566
	Iteration 79Q: 3 clusters Score -6478882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -6478890.500000 Penalty: 5460.205566
	Iteration 80F: 3 clusters Score -6478890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -6478886.000000 Penalty: 5460.205566
	Iteration 81Q: 3 clusters Score -6478886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -6478884.000000 Penalty: 5460.205566
	Iteration 82Q: 3 clusters Score -6478884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -6478884.000000 Penalty: 5460.205566
	Iteration 83Q: 3 clusters Score -6478884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -6478893.000000 Penalty: 5460.205566
	Iteration 84Q: 3 clusters Score -6478893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -6478892.000000 Penalty: 5460.205566
	Iteration 85Q: 3 clusters Score -6478892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -6478887.500000 Penalty: 5460.205566
	Iteration 86Q: 3 clusters Score -6478888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -6478889.000000 Penalty: 5460.205566
	Iteration 87Q: 3 clusters Score -6478889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -6478890.500000 Penalty: 5460.205566
	Iteration 88Q: 3 clusters Score -6478890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -6478898.000000 Penalty: 5460.205566
	Iteration 89Q: 3 clusters Score -6478898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -6478896.500000 Penalty: 5460.205566
	Iteration 90Q: 3 clusters Score -6478896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -6478896.500000 Penalty: 5460.205566
	Iteration 91F: 3 clusters Score -6478896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (253866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253866 members 
Entering Unmasked Estep 
Score: -26973426.000000 Penalty: 3086.251465
	Iteration 0F: 2 clusters Score -2.697343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 127490 members 
Entering Unmasked Estep 
Score: -26807640.000000 Penalty: 6172.502930
	Iteration 0F: 3 clusters Score -2.680764e+07 nChanged 122870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -26881966.000000 Penalty: 6172.502930
	Iteration 1F: 3 clusters Score -2.688197e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -26885728.000000 Penalty: 6172.502930
	Iteration 2Q: 3 clusters Score -2.688573e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -26891996.000000 Penalty: 6172.502930
	Iteration 3F: 3 clusters Score -2.6892e+07 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 173137 members 
Entering Unmasked Estep 
Score: -26902670.000000 Penalty: 6172.502930
	Iteration 4F: 3 clusters Score -2.690267e+07 nChanged 20488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 193015 members 
Entering Unmasked Estep 
Score: -26918090.000000 Penalty: 6172.502930
	Iteration 5F: 3 clusters Score -2.691809e+07 nChanged 20932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 213669 members 
Entering Unmasked Estep 
Score: -26935278.000000 Penalty: 6172.502930
	Iteration 6F: 3 clusters Score -2.693528e+07 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 230988 members 
Entering Unmasked Estep 
Score: -26950186.000000 Penalty: 6172.502930
	Iteration 7F: 3 clusters Score -2.695019e+07 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 242493 members 
Entering Unmasked Estep 
Score: -26960570.000000 Penalty: 6172.502930
	Iteration 8Q: 3 clusters Score -2.696057e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 248714 members 
Entering Unmasked Estep 
Score: -26966318.000000 Penalty: 6172.502930
	Iteration 9Q: 3 clusters Score -2.696632e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 251493 members 
Entering Unmasked Estep 
Score: -26968754.000000 Penalty: 6172.502930
	Iteration 10Q: 3 clusters Score -2.696875e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 252609 members 
Entering Unmasked Estep 
Score: -26969832.000000 Penalty: 6172.502930
	Iteration 11Q: 3 clusters Score -2.696983e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 253051 members 
Entering Unmasked Estep 
Score: -26970276.000000 Penalty: 6172.502930
	Iteration 12Q: 3 clusters Score -2.697028e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 253195 members 
Entering Unmasked Estep 
Score: -26970454.000000 Penalty: 6172.502930
	Iteration 13Q: 3 clusters Score -2.697045e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 253267 members 
Entering Unmasked Estep 
Score: -26970528.000000 Penalty: 6172.502930
	Iteration 14Q: 3 clusters Score -2.697053e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 253303 members 
Entering Unmasked Estep 
Score: -26970598.000000 Penalty: 6172.502930
	Iteration 15Q: 3 clusters Score -2.69706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 253323 members 
Entering Unmasked Estep 
Score: -26970646.000000 Penalty: 6172.502930
	Iteration 16Q: 3 clusters Score -2.697065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 253346 members 
Entering Unmasked Estep 
Score: -26970690.000000 Penalty: 6172.502930
	Iteration 17Q: 3 clusters Score -2.697069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 253366 members 
Entering Unmasked Estep 
Score: -26970710.000000 Penalty: 6172.502930
	Iteration 18Q: 3 clusters Score -2.697071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 253375 members 
Entering Unmasked Estep 
Score: -26970734.000000 Penalty: 6172.502930
	Iteration 19Q: 3 clusters Score -2.697073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 253386 members 
Entering Unmasked Estep 
Score: -26970734.000000 Penalty: 6172.502930
	Iteration 20F: 3 clusters Score -2.697073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 253386 members 
Entering Unmasked Estep 
Score: -26970758.000000 Penalty: 6172.502930
	Iteration 21Q: 3 clusters Score -2.697076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 253391 members 
Entering Unmasked Estep 
Score: -26970776.000000 Penalty: 6172.502930
	Iteration 22Q: 3 clusters Score -2.697078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 253399 members 
Entering Unmasked Estep 
Score: -26970788.000000 Penalty: 6172.502930
	Iteration 23Q: 3 clusters Score -2.697079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 253403 members 
Entering Unmasked Estep 
Score: -26970786.000000 Penalty: 6172.502930
	Iteration 24Q: 3 clusters Score -2.697079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 253406 members 
Entering Unmasked Estep 
Score: -26970796.000000 Penalty: 6172.502930
	Iteration 25Q: 3 clusters Score -2.69708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 253411 members 
Entering Unmasked Estep 
Score: -26970802.000000 Penalty: 6172.502930
	Iteration 26Q: 3 clusters Score -2.69708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 253413 members 
Entering Unmasked Estep 
Score: -26970820.000000 Penalty: 6172.502930
	Iteration 27Q: 3 clusters Score -2.697082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 253415 members 
Entering Unmasked Estep 
Score: -26970818.000000 Penalty: 6172.502930
	Iteration 28Q: 3 clusters Score -2.697082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 253418 members 
Entering Unmasked Estep 
Score: -26970828.000000 Penalty: 6172.502930
	Iteration 29Q: 3 clusters Score -2.697083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 253418 members 
Entering Unmasked Estep 
Score: -26970828.000000 Penalty: 6172.502930
	Iteration 30Q: 3 clusters Score -2.697083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 253420 members 
Entering Unmasked Estep 
Score: -26970820.000000 Penalty: 6172.502930
	Iteration 31Q: 3 clusters Score -2.697082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253424 members 
Entering Unmasked Estep 
Score: -26970816.000000 Penalty: 6172.502930
	Iteration 32Q: 3 clusters Score -2.697082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253424 members 
Entering Unmasked Estep 
Score: -26970808.000000 Penalty: 6172.502930
	Iteration 33Q: 3 clusters Score -2.697081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253424 members 
Entering Unmasked Estep 
Score: -26970808.000000 Penalty: 6172.502930
	Iteration 34F: 3 clusters Score -2.697081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -766199.250000 Penalty: 2218.151367
	Iteration 0F: 2 clusters Score -766199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -759991.625000 Penalty: 4436.302734
	Iteration 0F: 3 clusters Score -759991.6 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -761710.937500 Penalty: 4436.302734
	Iteration 1F: 3 clusters Score -761710.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -762020.062500 Penalty: 4436.302734
	Iteration 2F: 3 clusters Score -762020.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -762328.562500 Penalty: 4436.302734
	Iteration 3F: 3 clusters Score -762328.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -762643.125000 Penalty: 4436.302734
	Iteration 4F: 3 clusters Score -762643.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -762976.875000 Penalty: 4436.302734
	Iteration 5F: 3 clusters Score -762976.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -763330.250000 Penalty: 4436.302734
	Iteration 6F: 3 clusters Score -763330.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -763668.437500 Penalty: 4436.302734
	Iteration 7F: 3 clusters Score -763668.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -763967.000000 Penalty: 4436.302734
	Iteration 8F: 3 clusters Score -763967 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -764220.937500 Penalty: 4436.302734
	Iteration 9Q: 3 clusters Score -764220.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -764426.187500 Penalty: 4436.302734
	Iteration 10Q: 3 clusters Score -764426.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -764557.937500 Penalty: 4436.302734
	Iteration 11Q: 3 clusters Score -764557.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -764650.437500 Penalty: 4436.302734
	Iteration 12Q: 3 clusters Score -764650.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -764711.125000 Penalty: 4436.302734
	Iteration 13Q: 3 clusters Score -764711.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -764749.312500 Penalty: 4436.302734
	Iteration 14Q: 3 clusters Score -764749.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -764785.000000 Penalty: 4436.302734
	Iteration 15Q: 3 clusters Score -764785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -764817.562500 Penalty: 4436.302734
	Iteration 16Q: 3 clusters Score -764817.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -764842.312500 Penalty: 4436.302734
	Iteration 17Q: 3 clusters Score -764842.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -764857.875000 Penalty: 4436.302734
	Iteration 18Q: 3 clusters Score -764857.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -764875.187500 Penalty: 4436.302734
	Iteration 19Q: 3 clusters Score -764875.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -764886.000000 Penalty: 4436.302734
	Iteration 20F: 3 clusters Score -764886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -764899.062500 Penalty: 4436.302734
	Iteration 21Q: 3 clusters Score -764899.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -764908.187500 Penalty: 4436.302734
	Iteration 22Q: 3 clusters Score -764908.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -764922.687500 Penalty: 4436.302734
	Iteration 23Q: 3 clusters Score -764922.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -764936.812500 Penalty: 4436.302734
	Iteration 24Q: 3 clusters Score -764936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -764949.687500 Penalty: 4436.302734
	Iteration 25Q: 3 clusters Score -764949.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -764964.187500 Penalty: 4436.302734
	Iteration 26Q: 3 clusters Score -764964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -764970.562500 Penalty: 4436.302734
	Iteration 27Q: 3 clusters Score -764970.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -764981.000000 Penalty: 4436.302734
	Iteration 28Q: 3 clusters Score -764981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -764997.500000 Penalty: 4436.302734
	Iteration 29Q: 3 clusters Score -764997.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -765010.187500 Penalty: 4436.302734
	Iteration 30Q: 3 clusters Score -765010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -765016.750000 Penalty: 4436.302734
	Iteration 31Q: 3 clusters Score -765016.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -765025.500000 Penalty: 4436.302734
	Iteration 32Q: 3 clusters Score -765025.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -765032.312500 Penalty: 4436.302734
	Iteration 33Q: 3 clusters Score -765032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -765034.062500 Penalty: 4436.302734
	Iteration 34Q: 3 clusters Score -765034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -765036.687500 Penalty: 4436.302734
	Iteration 35Q: 3 clusters Score -765036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -765039.187500 Penalty: 4436.302734
	Iteration 36Q: 3 clusters Score -765039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -765039.312500 Penalty: 4436.302734
	Iteration 37Q: 3 clusters Score -765039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -765040.687500 Penalty: 4436.302734
	Iteration 38Q: 3 clusters Score -765040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -765041.750000 Penalty: 4436.302734
	Iteration 39Q: 3 clusters Score -765041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -765041.750000 Penalty: 4436.302734
	Iteration 40F: 3 clusters Score -765041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Entering Unmasked Estep 
Score: -2528153.000000 Penalty: 2496.491699
	Iteration 0F: 2 clusters Score -2528153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2511697.500000 Penalty: 4992.983398
	Iteration 0F: 3 clusters Score -2511698 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2517404.500000 Penalty: 4992.983398
	Iteration 1F: 3 clusters Score -2517404 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2517914.750000 Penalty: 4992.983398
	Iteration 2F: 3 clusters Score -2517915 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2518412.000000 Penalty: 4992.983398
	Iteration 3F: 3 clusters Score -2518412 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2519001.750000 Penalty: 4992.983398
	Iteration 4F: 3 clusters Score -2519002 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2519805.500000 Penalty: 4992.983398
	Iteration 5F: 3 clusters Score -2519806 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2520961.750000 Penalty: 4992.983398
	Iteration 6F: 3 clusters Score -2520962 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2522403.000000 Penalty: 4992.983398
	Iteration 7F: 3 clusters Score -2522403 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2524026.250000 Penalty: 4992.983398
	Iteration 8F: 3 clusters Score -2524026 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2525387.250000 Penalty: 4992.983398
	Iteration 9F: 3 clusters Score -2525387 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2526229.000000 Penalty: 4992.983398
	Iteration 10Q: 3 clusters Score -2526229 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2526678.500000 Penalty: 4992.983398
	Iteration 11Q: 3 clusters Score -2526678 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2526925.000000 Penalty: 4992.983398
	Iteration 12Q: 3 clusters Score -2526925 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2527096.000000 Penalty: 4992.983398
	Iteration 13Q: 3 clusters Score -2527096 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2527223.500000 Penalty: 4992.983398
	Iteration 14Q: 3 clusters Score -2527224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2527330.750000 Penalty: 4992.983398
	Iteration 15Q: 3 clusters Score -2527331 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2527425.500000 Penalty: 4992.983398
	Iteration 16Q: 3 clusters Score -2527426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2527462.250000 Penalty: 4992.983398
	Iteration 17Q: 3 clusters Score -2527462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2527500.000000 Penalty: 4992.983398
	Iteration 18Q: 3 clusters Score -2527500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2527535.500000 Penalty: 4992.983398
	Iteration 19Q: 3 clusters Score -2527536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2527564.250000 Penalty: 4992.983398
	Iteration 20F: 3 clusters Score -2527564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2527580.000000 Penalty: 4992.983398
	Iteration 21Q: 3 clusters Score -2527580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2527592.250000 Penalty: 4992.983398
	Iteration 22Q: 3 clusters Score -2527592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2527606.750000 Penalty: 4992.983398
	Iteration 23Q: 3 clusters Score -2527607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2527636.000000 Penalty: 4992.983398
	Iteration 24Q: 3 clusters Score -2527636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2527652.500000 Penalty: 4992.983398
	Iteration 25Q: 3 clusters Score -2527652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2527665.000000 Penalty: 4992.983398
	Iteration 26Q: 3 clusters Score -2527665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2527671.250000 Penalty: 4992.983398
	Iteration 27Q: 3 clusters Score -2527671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2527686.000000 Penalty: 4992.983398
	Iteration 28Q: 3 clusters Score -2527686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2527697.250000 Penalty: 4992.983398
	Iteration 29Q: 3 clusters Score -2527697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2527710.000000 Penalty: 4992.983398
	Iteration 30Q: 3 clusters Score -2527710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2527716.000000 Penalty: 4992.983398
	Iteration 31Q: 3 clusters Score -2527716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2527720.250000 Penalty: 4992.983398
	Iteration 32Q: 3 clusters Score -2527720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2527723.750000 Penalty: 4992.983398
	Iteration 33Q: 3 clusters Score -2527724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2527735.750000 Penalty: 4992.983398
	Iteration 34Q: 3 clusters Score -2527736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2527737.250000 Penalty: 4992.983398
	Iteration 35Q: 3 clusters Score -2527737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2527742.250000 Penalty: 4992.983398
	Iteration 36Q: 3 clusters Score -2527742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2527748.250000 Penalty: 4992.983398
	Iteration 37Q: 3 clusters Score -2527748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2527752.750000 Penalty: 4992.983398
	Iteration 38Q: 3 clusters Score -2527753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2527754.750000 Penalty: 4992.983398
	Iteration 39Q: 3 clusters Score -2527755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2527754.500000 Penalty: 4992.983398
	Iteration 40F: 3 clusters Score -2527754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2527756.750000 Penalty: 4992.983398
	Iteration 41Q: 3 clusters Score -2527757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2527760.500000 Penalty: 4992.983398
	Iteration 42Q: 3 clusters Score -2527760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2527763.750000 Penalty: 4992.983398
	Iteration 43Q: 3 clusters Score -2527764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2527764.000000 Penalty: 4992.983398
	Iteration 44Q: 3 clusters Score -2527764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2527768.250000 Penalty: 4992.983398
	Iteration 45Q: 3 clusters Score -2527768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2527777.750000 Penalty: 4992.983398
	Iteration 46Q: 3 clusters Score -2527778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2527784.500000 Penalty: 4992.983398
	Iteration 47Q: 3 clusters Score -2527784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2527784.750000 Penalty: 4992.983398
	Iteration 48Q: 3 clusters Score -2527785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2527787.500000 Penalty: 4992.983398
	Iteration 49Q: 3 clusters Score -2527788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2527788.000000 Penalty: 4992.983398
	Iteration 50Q: 3 clusters Score -2527788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2527794.000000 Penalty: 4992.983398
	Iteration 51Q: 3 clusters Score -2527794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2527796.250000 Penalty: 4992.983398
	Iteration 52Q: 3 clusters Score -2527796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2527793.250000 Penalty: 4992.983398
	Iteration 53Q: 3 clusters Score -2527793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2527802.000000 Penalty: 4992.983398
	Iteration 54Q: 3 clusters Score -2527802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2527801.500000 Penalty: 4992.983398
	Iteration 55Q: 3 clusters Score -2527802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2527803.750000 Penalty: 4992.983398
	Iteration 56Q: 3 clusters Score -2527804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2527804.750000 Penalty: 4992.983398
	Iteration 57Q: 3 clusters Score -2527805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2527805.000000 Penalty: 4992.983398
	Iteration 58Q: 3 clusters Score -2527805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2527806.000000 Penalty: 4992.983398
	Iteration 59Q: 3 clusters Score -2527806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2527805.250000 Penalty: 4992.983398
	Iteration 60F: 3 clusters Score -2527805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2527806.250000 Penalty: 4992.983398
	Iteration 61Q: 3 clusters Score -2527806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2527808.000000 Penalty: 4992.983398
	Iteration 62Q: 3 clusters Score -2527808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2527808.500000 Penalty: 4992.983398
	Iteration 63Q: 3 clusters Score -2527808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2527806.750000 Penalty: 4992.983398
	Iteration 64Q: 3 clusters Score -2527807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2527809.000000 Penalty: 4992.983398
	Iteration 65Q: 3 clusters Score -2527809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2527807.750000 Penalty: 4992.983398
	Iteration 66Q: 3 clusters Score -2527808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2527807.750000 Penalty: 4992.983398
	Iteration 67Q: 3 clusters Score -2527808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2527809.000000 Penalty: 4992.983398
	Iteration 68Q: 3 clusters Score -2527809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2527808.250000 Penalty: 4992.983398
	Iteration 69Q: 3 clusters Score -2527808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2527808.250000 Penalty: 4992.983398
	Iteration 70F: 3 clusters Score -2527808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (416856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416856 members 
Entering Unmasked Estep 
Score: -44001784.000000 Penalty: 3209.243164
	Iteration 0F: 2 clusters Score -4.400178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208466 members 
Mstep: Class 2 contains 208390 members 
Entering Unmasked Estep 
Score: -43753196.000000 Penalty: 6418.486328
	Iteration 0F: 3 clusters Score -4.37532e+07 nChanged 203283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209969 members 
Mstep: Class 2 contains 206887 members 
Entering Unmasked Estep 
Score: -43875172.000000 Penalty: 6418.486328
	Iteration 1F: 3 clusters Score -4.387517e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211490 members 
Mstep: Class 2 contains 205366 members 
Entering Unmasked Estep 
Score: -43876784.000000 Penalty: 6418.486328
	Iteration 2Q: 3 clusters Score -4.387678e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213835 members 
Mstep: Class 2 contains 203021 members 
Entering Unmasked Estep 
Score: -43878688.000000 Penalty: 6418.486328
	Iteration 3Q: 3 clusters Score -4.387869e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217351 members 
Mstep: Class 2 contains 199505 members 
Entering Unmasked Estep 
Score: -43881588.000000 Penalty: 6418.486328
	Iteration 4Q: 3 clusters Score -4.388159e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222359 members 
Mstep: Class 2 contains 194497 members 
Entering Unmasked Estep 
Score: -43885800.000000 Penalty: 6418.486328
	Iteration 5Q: 3 clusters Score -4.38858e+07 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229393 members 
Mstep: Class 2 contains 187463 members 
Entering Unmasked Estep 
Score: -43892752.000000 Penalty: 6418.486328
	Iteration 6Q: 3 clusters Score -4.389275e+07 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238886 members 
Mstep: Class 2 contains 177970 members 
Entering Unmasked Estep 
Score: -43902164.000000 Penalty: 6418.486328
	Iteration 7Q: 3 clusters Score -4.390216e+07 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250740 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -43916916.000000 Penalty: 6418.486328
	Iteration 8F: 3 clusters Score -4.391692e+07 nChanged 25330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263818 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -43934616.000000 Penalty: 6418.486328
	Iteration 9F: 3 clusters Score -4.393462e+07 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276357 members 
Mstep: Class 2 contains 140499 members 
Entering Unmasked Estep 
Score: -43951072.000000 Penalty: 6418.486328
	Iteration 10F: 3 clusters Score -4.395107e+07 nChanged 21448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287249 members 
Mstep: Class 2 contains 129607 members 
Entering Unmasked Estep 
Score: -43962548.000000 Penalty: 6418.486328
	Iteration 11F: 3 clusters Score -4.396255e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297061 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -43969492.000000 Penalty: 6418.486328
	Iteration 12Q: 3 clusters Score -4.396949e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306355 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -43973720.000000 Penalty: 6418.486328
	Iteration 13Q: 3 clusters Score -4.397372e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315539 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -43976632.000000 Penalty: 6418.486328
	Iteration 14Q: 3 clusters Score -4.397663e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324742 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -43979164.000000 Penalty: 6418.486328
	Iteration 15Q: 3 clusters Score -4.397916e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334107 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -43980996.000000 Penalty: 6418.486328
	Iteration 16Q: 3 clusters Score -4.3981e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343517 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -43983360.000000 Penalty: 6418.486328
	Iteration 17Q: 3 clusters Score -4.398336e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352744 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -43985648.000000 Penalty: 6418.486328
	Iteration 18Q: 3 clusters Score -4.398565e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361497 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -43987180.000000 Penalty: 6418.486328
	Iteration 19Q: 3 clusters Score -4.398718e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369651 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -43988756.000000 Penalty: 6418.486328
	Iteration 20F: 3 clusters Score -4.398876e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377042 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -43990228.000000 Penalty: 6418.486328
	Iteration 21Q: 3 clusters Score -4.399023e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383534 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -43991164.000000 Penalty: 6418.486328
	Iteration 22Q: 3 clusters Score -4.399116e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388994 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -43991824.000000 Penalty: 6418.486328
	Iteration 23Q: 3 clusters Score -4.399182e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393537 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -43992900.000000 Penalty: 6418.486328
	Iteration 24Q: 3 clusters Score -4.39929e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397330 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -43993696.000000 Penalty: 6418.486328
	Iteration 25Q: 3 clusters Score -4.39937e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400408 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -43994452.000000 Penalty: 6418.486328
	Iteration 26Q: 3 clusters Score -4.399445e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402890 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -43995032.000000 Penalty: 6418.486328
	Iteration 27Q: 3 clusters Score -4.399503e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404879 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -43995660.000000 Penalty: 6418.486328
	Iteration 28Q: 3 clusters Score -4.399566e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406491 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -43996132.000000 Penalty: 6418.486328
	Iteration 29Q: 3 clusters Score -4.399613e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407796 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -43996496.000000 Penalty: 6418.486328
	Iteration 30Q: 3 clusters Score -4.39965e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408826 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -43996936.000000 Penalty: 6418.486328
	Iteration 31Q: 3 clusters Score -4.399694e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409683 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -43997092.000000 Penalty: 6418.486328
	Iteration 32Q: 3 clusters Score -4.399709e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410348 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -43997296.000000 Penalty: 6418.486328
	Iteration 33Q: 3 clusters Score -4.39973e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410924 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -43997616.000000 Penalty: 6418.486328
	Iteration 34Q: 3 clusters Score -4.399762e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411366 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -43997748.000000 Penalty: 6418.486328
	Iteration 35Q: 3 clusters Score -4.399775e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411722 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -43998092.000000 Penalty: 6418.486328
	Iteration 36Q: 3 clusters Score -4.399809e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412026 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -43998296.000000 Penalty: 6418.486328
	Iteration 37Q: 3 clusters Score -4.39983e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412279 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -43998268.000000 Penalty: 6418.486328
	Iteration 38Q: 3 clusters Score -4.399827e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412483 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -43998396.000000 Penalty: 6418.486328
	Iteration 39Q: 3 clusters Score -4.39984e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412668 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -43998564.000000 Penalty: 6418.486328
	Iteration 40F: 3 clusters Score -4.399856e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412834 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -43998688.000000 Penalty: 6418.486328
	Iteration 41Q: 3 clusters Score -4.399869e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412975 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -43998716.000000 Penalty: 6418.486328
	Iteration 42Q: 3 clusters Score -4.399872e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413074 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -43998768.000000 Penalty: 6418.486328
	Iteration 43Q: 3 clusters Score -4.399877e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413175 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -43998788.000000 Penalty: 6418.486328
	Iteration 44Q: 3 clusters Score -4.399879e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413259 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -43998796.000000 Penalty: 6418.486328
	Iteration 45Q: 3 clusters Score -4.39988e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413339 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -43998824.000000 Penalty: 6418.486328
	Iteration 46Q: 3 clusters Score -4.399882e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413395 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -43998852.000000 Penalty: 6418.486328
	Iteration 47Q: 3 clusters Score -4.399885e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413428 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -43998828.000000 Penalty: 6418.486328
	Iteration 48Q: 3 clusters Score -4.399883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413453 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -43998864.000000 Penalty: 6418.486328
	Iteration 49Q: 3 clusters Score -4.399886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413482 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -43998844.000000 Penalty: 6418.486328
	Iteration 50Q: 3 clusters Score -4.399884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413507 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -43998848.000000 Penalty: 6418.486328
	Iteration 51Q: 3 clusters Score -4.399885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413520 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -43998856.000000 Penalty: 6418.486328
	Iteration 52Q: 3 clusters Score -4.399886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413534 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -43998904.000000 Penalty: 6418.486328
	Iteration 53Q: 3 clusters Score -4.39989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413555 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -43998940.000000 Penalty: 6418.486328
	Iteration 54Q: 3 clusters Score -4.399894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413567 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -43998944.000000 Penalty: 6418.486328
	Iteration 55Q: 3 clusters Score -4.399894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413582 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -43998920.000000 Penalty: 6418.486328
	Iteration 56Q: 3 clusters Score -4.399892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413600 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -43998960.000000 Penalty: 6418.486328
	Iteration 57Q: 3 clusters Score -4.399896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413615 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -43998936.000000 Penalty: 6418.486328
	Iteration 58Q: 3 clusters Score -4.399894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413636 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -43998944.000000 Penalty: 6418.486328
	Iteration 59Q: 3 clusters Score -4.399894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413650 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -43998940.000000 Penalty: 6418.486328
	Iteration 60F: 3 clusters Score -4.399894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413660 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -43998960.000000 Penalty: 6418.486328
	Iteration 61Q: 3 clusters Score -4.399896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413669 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -43998976.000000 Penalty: 6418.486328
	Iteration 62Q: 3 clusters Score -4.399898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413674 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -43999000.000000 Penalty: 6418.486328
	Iteration 63Q: 3 clusters Score -4.3999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413676 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -43999036.000000 Penalty: 6418.486328
	Iteration 64Q: 3 clusters Score -4.399904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413678 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -43999028.000000 Penalty: 6418.486328
	Iteration 65Q: 3 clusters Score -4.399903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413680 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -43999020.000000 Penalty: 6418.486328
	Iteration 66Q: 3 clusters Score -4.399902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413682 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -43999008.000000 Penalty: 6418.486328
	Iteration 67Q: 3 clusters Score -4.399901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413684 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -43999032.000000 Penalty: 6418.486328
	Iteration 68Q: 3 clusters Score -4.399903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413685 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -43999040.000000 Penalty: 6418.486328
	Iteration 69Q: 3 clusters Score -4.399904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413685 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -43999040.000000 Penalty: 6418.486328
	Iteration 70F: 3 clusters Score -4.399904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (319725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319725 members 
Entering Unmasked Estep 
Score: -33928032.000000 Penalty: 3143.453613
	Iteration 0F: 2 clusters Score -3.392803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -33719740.000000 Penalty: 6286.907227
	Iteration 0F: 3 clusters Score -3.371974e+07 nChanged 154946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -33811372.000000 Penalty: 6286.907227
	Iteration 1F: 3 clusters Score -3.381137e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 162899 members 
Entering Unmasked Estep 
Score: -33812768.000000 Penalty: 6286.907227
	Iteration 2Q: 3 clusters Score -3.381277e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 164940 members 
Entering Unmasked Estep 
Score: -33814360.000000 Penalty: 6286.907227
	Iteration 3Q: 3 clusters Score -3.381436e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151542 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -33816592.000000 Penalty: 6286.907227
	Iteration 4Q: 3 clusters Score -3.381659e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 173005 members 
Entering Unmasked Estep 
Score: -33820172.000000 Penalty: 6286.907227
	Iteration 5Q: 3 clusters Score -3.382017e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139840 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -33826208.000000 Penalty: 6286.907227
	Iteration 6Q: 3 clusters Score -3.382621e+07 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130784 members 
Mstep: Class 2 contains 188941 members 
Entering Unmasked Estep 
Score: -33835484.000000 Penalty: 6286.907227
	Iteration 7Q: 3 clusters Score -3.383548e+07 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 199244 members 
Entering Unmasked Estep 
Score: -33849388.000000 Penalty: 6286.907227
	Iteration 8F: 3 clusters Score -3.384939e+07 nChanged 21084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 209004 members 
Entering Unmasked Estep 
Score: -33866004.000000 Penalty: 6286.907227
	Iteration 9F: 3 clusters Score -3.3866e+07 nChanged 20118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 215694 members 
Entering Unmasked Estep 
Score: -33879496.000000 Penalty: 6286.907227
	Iteration 10F: 3 clusters Score -3.38795e+07 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 219657 members 
Entering Unmasked Estep 
Score: -33886432.000000 Penalty: 6286.907227
	Iteration 11Q: 3 clusters Score -3.388643e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96865 members 
Mstep: Class 2 contains 222860 members 
Entering Unmasked Estep 
Score: -33888848.000000 Penalty: 6286.907227
	Iteration 12Q: 3 clusters Score -3.388885e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 225743 members 
Entering Unmasked Estep 
Score: -33890116.000000 Penalty: 6286.907227
	Iteration 13Q: 3 clusters Score -3.389012e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 228549 members 
Entering Unmasked Estep 
Score: -33890708.000000 Penalty: 6286.907227
	Iteration 14Q: 3 clusters Score -3.389071e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 231203 members 
Entering Unmasked Estep 
Score: -33891388.000000 Penalty: 6286.907227
	Iteration 15Q: 3 clusters Score -3.389139e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 233683 members 
Entering Unmasked Estep 
Score: -33891960.000000 Penalty: 6286.907227
	Iteration 16Q: 3 clusters Score -3.389196e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 236137 members 
Entering Unmasked Estep 
Score: -33892572.000000 Penalty: 6286.907227
	Iteration 17Q: 3 clusters Score -3.389257e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 238675 members 
Entering Unmasked Estep 
Score: -33893120.000000 Penalty: 6286.907227
	Iteration 18Q: 3 clusters Score -3.389312e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 241242 members 
Entering Unmasked Estep 
Score: -33893660.000000 Penalty: 6286.907227
	Iteration 19Q: 3 clusters Score -3.389366e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 243774 members 
Entering Unmasked Estep 
Score: -33894092.000000 Penalty: 6286.907227
	Iteration 20F: 3 clusters Score -3.389409e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 246324 members 
Entering Unmasked Estep 
Score: -33894664.000000 Penalty: 6286.907227
	Iteration 21Q: 3 clusters Score -3.389466e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 248922 members 
Entering Unmasked Estep 
Score: -33895440.000000 Penalty: 6286.907227
	Iteration 22Q: 3 clusters Score -3.389544e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 251632 members 
Entering Unmasked Estep 
Score: -33896024.000000 Penalty: 6286.907227
	Iteration 23Q: 3 clusters Score -3.389602e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 254328 members 
Entering Unmasked Estep 
Score: -33896740.000000 Penalty: 6286.907227
	Iteration 24Q: 3 clusters Score -3.389674e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 257130 members 
Entering Unmasked Estep 
Score: -33897332.000000 Penalty: 6286.907227
	Iteration 25Q: 3 clusters Score -3.389733e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 259998 members 
Entering Unmasked Estep 
Score: -33897960.000000 Penalty: 6286.907227
	Iteration 26Q: 3 clusters Score -3.389796e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 262879 members 
Entering Unmasked Estep 
Score: -33898928.000000 Penalty: 6286.907227
	Iteration 27Q: 3 clusters Score -3.389893e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 265842 members 
Entering Unmasked Estep 
Score: -33899688.000000 Penalty: 6286.907227
	Iteration 28Q: 3 clusters Score -3.389969e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 268975 members 
Entering Unmasked Estep 
Score: -33900724.000000 Penalty: 6286.907227
	Iteration 29Q: 3 clusters Score -3.390072e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 272254 members 
Entering Unmasked Estep 
Score: -33901808.000000 Penalty: 6286.907227
	Iteration 30Q: 3 clusters Score -3.390181e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 275703 members 
Entering Unmasked Estep 
Score: -33903052.000000 Penalty: 6286.907227
	Iteration 31Q: 3 clusters Score -3.390305e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 279240 members 
Entering Unmasked Estep 
Score: -33904536.000000 Penalty: 6286.907227
	Iteration 32Q: 3 clusters Score -3.390454e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 282826 members 
Entering Unmasked Estep 
Score: -33905960.000000 Penalty: 6286.907227
	Iteration 33Q: 3 clusters Score -3.390596e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 286399 members 
Entering Unmasked Estep 
Score: -33907440.000000 Penalty: 6286.907227
	Iteration 34Q: 3 clusters Score -3.390744e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 289919 members 
Entering Unmasked Estep 
Score: -33908940.000000 Penalty: 6286.907227
	Iteration 35Q: 3 clusters Score -3.390894e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 293317 members 
Entering Unmasked Estep 
Score: -33910632.000000 Penalty: 6286.907227
	Iteration 36Q: 3 clusters Score -3.391063e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 296638 members 
Entering Unmasked Estep 
Score: -33912356.000000 Penalty: 6286.907227
	Iteration 37Q: 3 clusters Score -3.391236e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 299786 members 
Entering Unmasked Estep 
Score: -33913964.000000 Penalty: 6286.907227
	Iteration 38Q: 3 clusters Score -3.391396e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 302679 members 
Entering Unmasked Estep 
Score: -33915416.000000 Penalty: 6286.907227
	Iteration 39Q: 3 clusters Score -3.391542e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 305377 members 
Entering Unmasked Estep 
Score: -33917040.000000 Penalty: 6286.907227
	Iteration 40F: 3 clusters Score -3.391704e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 307755 members 
Entering Unmasked Estep 
Score: -33918476.000000 Penalty: 6286.907227
	Iteration 41Q: 3 clusters Score -3.391848e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 309772 members 
Entering Unmasked Estep 
Score: -33919612.000000 Penalty: 6286.907227
	Iteration 42Q: 3 clusters Score -3.391961e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 311512 members 
Entering Unmasked Estep 
Score: -33920660.000000 Penalty: 6286.907227
	Iteration 43Q: 3 clusters Score -3.392066e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 312921 members 
Entering Unmasked Estep 
Score: -33921448.000000 Penalty: 6286.907227
	Iteration 44Q: 3 clusters Score -3.392145e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 314068 members 
Entering Unmasked Estep 
Score: -33922096.000000 Penalty: 6286.907227
	Iteration 45Q: 3 clusters Score -3.39221e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 314962 members 
Entering Unmasked Estep 
Score: -33922540.000000 Penalty: 6286.907227
	Iteration 46Q: 3 clusters Score -3.392254e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 315675 members 
Entering Unmasked Estep 
Score: -33923068.000000 Penalty: 6286.907227
	Iteration 47Q: 3 clusters Score -3.392307e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 316278 members 
Entering Unmasked Estep 
Score: -33923500.000000 Penalty: 6286.907227
	Iteration 48Q: 3 clusters Score -3.39235e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 316767 members 
Entering Unmasked Estep 
Score: -33923900.000000 Penalty: 6286.907227
	Iteration 49Q: 3 clusters Score -3.39239e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 317119 members 
Entering Unmasked Estep 
Score: -33924088.000000 Penalty: 6286.907227
	Iteration 50Q: 3 clusters Score -3.392409e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 317412 members 
Entering Unmasked Estep 
Score: -33924248.000000 Penalty: 6286.907227
	Iteration 51Q: 3 clusters Score -3.392425e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 317650 members 
Entering Unmasked Estep 
Score: -33924384.000000 Penalty: 6286.907227
	Iteration 52Q: 3 clusters Score -3.392438e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 317821 members 
Entering Unmasked Estep 
Score: -33924528.000000 Penalty: 6286.907227
	Iteration 53Q: 3 clusters Score -3.392453e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 317951 members 
Entering Unmasked Estep 
Score: -33924648.000000 Penalty: 6286.907227
	Iteration 54Q: 3 clusters Score -3.392465e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 318034 members 
Entering Unmasked Estep 
Score: -33924712.000000 Penalty: 6286.907227
	Iteration 55Q: 3 clusters Score -3.392471e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 318103 members 
Entering Unmasked Estep 
Score: -33924768.000000 Penalty: 6286.907227
	Iteration 56Q: 3 clusters Score -3.392477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 318172 members 
Entering Unmasked Estep 
Score: -33924844.000000 Penalty: 6286.907227
	Iteration 57Q: 3 clusters Score -3.392484e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 318230 members 
Entering Unmasked Estep 
Score: -33924860.000000 Penalty: 6286.907227
	Iteration 58Q: 3 clusters Score -3.392486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 318272 members 
Entering Unmasked Estep 
Score: -33924892.000000 Penalty: 6286.907227
	Iteration 59Q: 3 clusters Score -3.392489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 318300 members 
Entering Unmasked Estep 
Score: -33924928.000000 Penalty: 6286.907227
	Iteration 60F: 3 clusters Score -3.392493e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 318330 members 
Entering Unmasked Estep 
Score: -33924952.000000 Penalty: 6286.907227
	Iteration 61Q: 3 clusters Score -3.392495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 318355 members 
Entering Unmasked Estep 
Score: -33924956.000000 Penalty: 6286.907227
	Iteration 62Q: 3 clusters Score -3.392496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 318378 members 
Entering Unmasked Estep 
Score: -33924948.000000 Penalty: 6286.907227
	Iteration 63Q: 3 clusters Score -3.392495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 318400 members 
Entering Unmasked Estep 
Score: -33924972.000000 Penalty: 6286.907227
	Iteration 64Q: 3 clusters Score -3.392497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 318418 members 
Entering Unmasked Estep 
Score: -33925012.000000 Penalty: 6286.907227
	Iteration 65Q: 3 clusters Score -3.392501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 318434 members 
Entering Unmasked Estep 
Score: -33925032.000000 Penalty: 6286.907227
	Iteration 66Q: 3 clusters Score -3.392503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 318446 members 
Entering Unmasked Estep 
Score: -33925072.000000 Penalty: 6286.907227
	Iteration 67Q: 3 clusters Score -3.392507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 318457 members 
Entering Unmasked Estep 
Score: -33925064.000000 Penalty: 6286.907227
	Iteration 68Q: 3 clusters Score -3.392506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 318468 members 
Entering Unmasked Estep 
Score: -33925064.000000 Penalty: 6286.907227
	Iteration 69Q: 3 clusters Score -3.392506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 318477 members 
Entering Unmasked Estep 
Score: -33925096.000000 Penalty: 6286.907227
	Iteration 70Q: 3 clusters Score -3.39251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 318483 members 
Entering Unmasked Estep 
Score: -33925092.000000 Penalty: 6286.907227
	Iteration 71Q: 3 clusters Score -3.392509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 318487 members 
Entering Unmasked Estep 
Score: -33925104.000000 Penalty: 6286.907227
	Iteration 72Q: 3 clusters Score -3.39251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 318498 members 
Entering Unmasked Estep 
Score: -33925124.000000 Penalty: 6286.907227
	Iteration 73Q: 3 clusters Score -3.392512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 318509 members 
Entering Unmasked Estep 
Score: -33925116.000000 Penalty: 6286.907227
	Iteration 74Q: 3 clusters Score -3.392512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 318519 members 
Entering Unmasked Estep 
Score: -33925140.000000 Penalty: 6286.907227
	Iteration 75Q: 3 clusters Score -3.392514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 318522 members 
Entering Unmasked Estep 
Score: -33925152.000000 Penalty: 6286.907227
	Iteration 76Q: 3 clusters Score -3.392515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 318527 members 
Entering Unmasked Estep 
Score: -33925156.000000 Penalty: 6286.907227
	Iteration 77Q: 3 clusters Score -3.392516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 318527 members 
Entering Unmasked Estep 
Score: -33925128.000000 Penalty: 6286.907227
	Iteration 78Q: 3 clusters Score -3.392513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 318527 members 
Entering Unmasked Estep 
Score: -33925136.000000 Penalty: 6286.907227
	Iteration 79Q: 3 clusters Score -3.392514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 318531 members 
Entering Unmasked Estep 
Score: -33925136.000000 Penalty: 6286.907227
	Iteration 80F: 3 clusters Score -3.392514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 318537 members 
Entering Unmasked Estep 
Score: -33925172.000000 Penalty: 6286.907227
	Iteration 81Q: 3 clusters Score -3.392517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 318544 members 
Entering Unmasked Estep 
Score: -33925168.000000 Penalty: 6286.907227
	Iteration 82Q: 3 clusters Score -3.392517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 318545 members 
Entering Unmasked Estep 
Score: -33925168.000000 Penalty: 6286.907227
	Iteration 83Q: 3 clusters Score -3.392517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 318544 members 
Entering Unmasked Estep 
Score: -33925184.000000 Penalty: 6286.907227
	Iteration 84Q: 3 clusters Score -3.392518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 318543 members 
Entering Unmasked Estep 
Score: -33925176.000000 Penalty: 6286.907227
	Iteration 85Q: 3 clusters Score -3.392518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 318544 members 
Entering Unmasked Estep 
Score: -33925184.000000 Penalty: 6286.907227
	Iteration 86Q: 3 clusters Score -3.392518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 318547 members 
Entering Unmasked Estep 
Score: -33925184.000000 Penalty: 6286.907227
	Iteration 87Q: 3 clusters Score -3.392518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 318547 members 
Entering Unmasked Estep 
Score: -33925164.000000 Penalty: 6286.907227
	Iteration 88Q: 3 clusters Score -3.392516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 318547 members 
Entering Unmasked Estep 
Score: -33925164.000000 Penalty: 6286.907227
	Iteration 89F: 3 clusters Score -3.392516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320952 members 
Entering Unmasked Estep 
Score: -34031900.000000 Penalty: 3144.403564
	Iteration 0F: 2 clusters Score -3.40319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -33825460.000000 Penalty: 6288.807129
	Iteration 0F: 3 clusters Score -3.382546e+07 nChanged 155709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 143995 members 
Entering Unmasked Estep 
Score: -33921908.000000 Penalty: 6288.807129
	Iteration 1F: 3 clusters Score -3.392191e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186931 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -33926728.000000 Penalty: 6288.807129
	Iteration 2Q: 3 clusters Score -3.392673e+07 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201307 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -33935212.000000 Penalty: 6288.807129
	Iteration 3F: 3 clusters Score -3.393521e+07 nChanged 21690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220413 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -33947624.000000 Penalty: 6288.807129
	Iteration 4F: 3 clusters Score -3.394762e+07 nChanged 24214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242361 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -33964468.000000 Penalty: 6288.807129
	Iteration 5F: 3 clusters Score -3.396447e+07 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263146 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -33983268.000000 Penalty: 6288.807129
	Iteration 6F: 3 clusters Score -3.398327e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278849 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -33998492.000000 Penalty: 6288.807129
	Iteration 7F: 3 clusters Score -3.399849e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288455 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -34008224.000000 Penalty: 6288.807129
	Iteration 8Q: 3 clusters Score -3.400822e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294225 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -34013792.000000 Penalty: 6288.807129
	Iteration 9Q: 3 clusters Score -3.401379e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298185 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -34016996.000000 Penalty: 6288.807129
	Iteration 10Q: 3 clusters Score -3.4017e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301178 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -34019156.000000 Penalty: 6288.807129
	Iteration 11Q: 3 clusters Score -3.401916e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303600 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -34020908.000000 Penalty: 6288.807129
	Iteration 12Q: 3 clusters Score -3.402091e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305717 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -34022148.000000 Penalty: 6288.807129
	Iteration 13Q: 3 clusters Score -3.402215e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307541 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -34023384.000000 Penalty: 6288.807129
	Iteration 14Q: 3 clusters Score -3.402338e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309056 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -34024512.000000 Penalty: 6288.807129
	Iteration 15Q: 3 clusters Score -3.402451e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310313 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -34025524.000000 Penalty: 6288.807129
	Iteration 16Q: 3 clusters Score -3.402552e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311335 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -34026344.000000 Penalty: 6288.807129
	Iteration 17Q: 3 clusters Score -3.402634e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312112 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -34027040.000000 Penalty: 6288.807129
	Iteration 18Q: 3 clusters Score -3.402704e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312745 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -34027540.000000 Penalty: 6288.807129
	Iteration 19Q: 3 clusters Score -3.402754e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313247 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -34027816.000000 Penalty: 6288.807129
	Iteration 20F: 3 clusters Score -3.402782e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313632 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -34028020.000000 Penalty: 6288.807129
	Iteration 21Q: 3 clusters Score -3.402802e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313930 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -34028204.000000 Penalty: 6288.807129
	Iteration 22Q: 3 clusters Score -3.40282e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314160 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -34028364.000000 Penalty: 6288.807129
	Iteration 23Q: 3 clusters Score -3.402836e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314382 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -34028472.000000 Penalty: 6288.807129
	Iteration 24Q: 3 clusters Score -3.402847e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314593 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -34028620.000000 Penalty: 6288.807129
	Iteration 25Q: 3 clusters Score -3.402862e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314784 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -34028728.000000 Penalty: 6288.807129
	Iteration 26Q: 3 clusters Score -3.402873e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314952 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -34028884.000000 Penalty: 6288.807129
	Iteration 27Q: 3 clusters Score -3.402888e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315096 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -34028984.000000 Penalty: 6288.807129
	Iteration 28Q: 3 clusters Score -3.402898e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315221 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -34029068.000000 Penalty: 6288.807129
	Iteration 29Q: 3 clusters Score -3.402907e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315339 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -34029096.000000 Penalty: 6288.807129
	Iteration 30Q: 3 clusters Score -3.40291e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315438 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -34029120.000000 Penalty: 6288.807129
	Iteration 31Q: 3 clusters Score -3.402912e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315521 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -34029148.000000 Penalty: 6288.807129
	Iteration 32Q: 3 clusters Score -3.402915e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315595 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -34029164.000000 Penalty: 6288.807129
	Iteration 33Q: 3 clusters Score -3.402916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315668 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -34029136.000000 Penalty: 6288.807129
	Iteration 34Q: 3 clusters Score -3.402914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315725 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -34029172.000000 Penalty: 6288.807129
	Iteration 35Q: 3 clusters Score -3.402917e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315778 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -34029188.000000 Penalty: 6288.807129
	Iteration 36Q: 3 clusters Score -3.402919e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315832 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -34029200.000000 Penalty: 6288.807129
	Iteration 37Q: 3 clusters Score -3.40292e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315887 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -34029204.000000 Penalty: 6288.807129
	Iteration 38Q: 3 clusters Score -3.40292e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315947 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -34029244.000000 Penalty: 6288.807129
	Iteration 39Q: 3 clusters Score -3.402924e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316002 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -34029244.000000 Penalty: 6288.807129
	Iteration 40F: 3 clusters Score -3.402924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316067 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -34029296.000000 Penalty: 6288.807129
	Iteration 41Q: 3 clusters Score -3.40293e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316129 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -34029292.000000 Penalty: 6288.807129
	Iteration 42Q: 3 clusters Score -3.402929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316182 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -34029296.000000 Penalty: 6288.807129
	Iteration 43Q: 3 clusters Score -3.40293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316234 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -34029296.000000 Penalty: 6288.807129
	Iteration 44Q: 3 clusters Score -3.40293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316287 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -34029308.000000 Penalty: 6288.807129
	Iteration 45Q: 3 clusters Score -3.402931e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316334 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -34029308.000000 Penalty: 6288.807129
	Iteration 46Q: 3 clusters Score -3.402931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316374 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -34029312.000000 Penalty: 6288.807129
	Iteration 47Q: 3 clusters Score -3.402931e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316412 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -34029328.000000 Penalty: 6288.807129
	Iteration 48Q: 3 clusters Score -3.402933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316447 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -34029352.000000 Penalty: 6288.807129
	Iteration 49Q: 3 clusters Score -3.402935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316466 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -34029336.000000 Penalty: 6288.807129
	Iteration 50Q: 3 clusters Score -3.402934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316482 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -34029332.000000 Penalty: 6288.807129
	Iteration 51Q: 3 clusters Score -3.402933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316492 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -34029340.000000 Penalty: 6288.807129
	Iteration 52Q: 3 clusters Score -3.402934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316499 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -34029368.000000 Penalty: 6288.807129
	Iteration 53Q: 3 clusters Score -3.402937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316506 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -34029372.000000 Penalty: 6288.807129
	Iteration 54Q: 3 clusters Score -3.402937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316515 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -34029364.000000 Penalty: 6288.807129
	Iteration 55Q: 3 clusters Score -3.402936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316523 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -34029384.000000 Penalty: 6288.807129
	Iteration 56Q: 3 clusters Score -3.402938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316528 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -34029384.000000 Penalty: 6288.807129
	Iteration 57Q: 3 clusters Score -3.402938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316536 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -34029392.000000 Penalty: 6288.807129
	Iteration 58Q: 3 clusters Score -3.402939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316541 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -34029396.000000 Penalty: 6288.807129
	Iteration 59Q: 3 clusters Score -3.40294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316548 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -34029388.000000 Penalty: 6288.807129
	Iteration 60F: 3 clusters Score -3.402939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316556 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -34029396.000000 Penalty: 6288.807129
	Iteration 61Q: 3 clusters Score -3.40294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316565 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -34029396.000000 Penalty: 6288.807129
	Iteration 62Q: 3 clusters Score -3.40294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316574 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -34029384.000000 Penalty: 6288.807129
	Iteration 63Q: 3 clusters Score -3.402938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316578 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -34029380.000000 Penalty: 6288.807129
	Iteration 64Q: 3 clusters Score -3.402938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316579 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -34029372.000000 Penalty: 6288.807129
	Iteration 65Q: 3 clusters Score -3.402937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316579 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -34029376.000000 Penalty: 6288.807129
	Iteration 66Q: 3 clusters Score -3.402938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316583 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -34029392.000000 Penalty: 6288.807129
	Iteration 67Q: 3 clusters Score -3.402939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316591 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -34029412.000000 Penalty: 6288.807129
	Iteration 68Q: 3 clusters Score -3.402941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316595 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -34029420.000000 Penalty: 6288.807129
	Iteration 69Q: 3 clusters Score -3.402942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316599 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -34029412.000000 Penalty: 6288.807129
	Iteration 70Q: 3 clusters Score -3.402941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316605 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -34029428.000000 Penalty: 6288.807129
	Iteration 71Q: 3 clusters Score -3.402943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316610 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -34029420.000000 Penalty: 6288.807129
	Iteration 72Q: 3 clusters Score -3.402942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316616 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -34029428.000000 Penalty: 6288.807129
	Iteration 73Q: 3 clusters Score -3.402943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316624 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -34029444.000000 Penalty: 6288.807129
	Iteration 74Q: 3 clusters Score -3.402944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316629 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -34029432.000000 Penalty: 6288.807129
	Iteration 75Q: 3 clusters Score -3.402943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316635 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -34029444.000000 Penalty: 6288.807129
	Iteration 76Q: 3 clusters Score -3.402944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316646 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -34029444.000000 Penalty: 6288.807129
	Iteration 77Q: 3 clusters Score -3.402944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316650 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -34029468.000000 Penalty: 6288.807129
	Iteration 78Q: 3 clusters Score -3.402947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316655 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -34029460.000000 Penalty: 6288.807129
	Iteration 79Q: 3 clusters Score -3.402946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316657 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -34029480.000000 Penalty: 6288.807129
	Iteration 80F: 3 clusters Score -3.402948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316661 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -34029476.000000 Penalty: 6288.807129
	Iteration 81Q: 3 clusters Score -3.402948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316668 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -34029472.000000 Penalty: 6288.807129
	Iteration 82Q: 3 clusters Score -3.402947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316673 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -34029464.000000 Penalty: 6288.807129
	Iteration 83Q: 3 clusters Score -3.402946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316673 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -34029464.000000 Penalty: 6288.807129
	Iteration 84F: 3 clusters Score -3.402946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Entering Unmasked Estep 
Score: -2201527.500000 Penalty: 2484.048584
	Iteration 0F: 2 clusters Score -2201528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2185812.500000 Penalty: 4968.097168
	Iteration 0F: 3 clusters Score -2185812 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2191513.500000 Penalty: 4968.097168
	Iteration 1F: 3 clusters Score -2191514 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2192107.750000 Penalty: 4968.097168
	Iteration 2F: 3 clusters Score -2192108 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2192666.000000 Penalty: 4968.097168
	Iteration 3F: 3 clusters Score -2192666 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2193171.500000 Penalty: 4968.097168
	Iteration 4Q: 3 clusters Score -2193172 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2193671.750000 Penalty: 4968.097168
	Iteration 5Q: 3 clusters Score -2193672 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2194279.000000 Penalty: 4968.097168
	Iteration 6Q: 3 clusters Score -2194279 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2194981.000000 Penalty: 4968.097168
	Iteration 7F: 3 clusters Score -2194981 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2195609.000000 Penalty: 4968.097168
	Iteration 8Q: 3 clusters Score -2195609 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2196206.000000 Penalty: 4968.097168
	Iteration 9Q: 3 clusters Score -2196206 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2196805.250000 Penalty: 4968.097168
	Iteration 10Q: 3 clusters Score -2196805 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2197419.250000 Penalty: 4968.097168
	Iteration 11Q: 3 clusters Score -2197419 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2198016.000000 Penalty: 4968.097168
	Iteration 12Q: 3 clusters Score -2198016 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2198503.000000 Penalty: 4968.097168
	Iteration 13Q: 3 clusters Score -2198503 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2198887.000000 Penalty: 4968.097168
	Iteration 14Q: 3 clusters Score -2198887 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2199227.750000 Penalty: 4968.097168
	Iteration 15Q: 3 clusters Score -2199228 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2199486.750000 Penalty: 4968.097168
	Iteration 16Q: 3 clusters Score -2199487 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2199667.750000 Penalty: 4968.097168
	Iteration 17Q: 3 clusters Score -2199668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2199790.250000 Penalty: 4968.097168
	Iteration 18Q: 3 clusters Score -2199790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2199864.000000 Penalty: 4968.097168
	Iteration 19Q: 3 clusters Score -2199864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2199920.000000 Penalty: 4968.097168
	Iteration 20F: 3 clusters Score -2199920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2199958.250000 Penalty: 4968.097168
	Iteration 21Q: 3 clusters Score -2199958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2199984.750000 Penalty: 4968.097168
	Iteration 22Q: 3 clusters Score -2199985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2199996.500000 Penalty: 4968.097168
	Iteration 23Q: 3 clusters Score -2199996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2200013.250000 Penalty: 4968.097168
	Iteration 24Q: 3 clusters Score -2200013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2200034.750000 Penalty: 4968.097168
	Iteration 25Q: 3 clusters Score -2200035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2200056.500000 Penalty: 4968.097168
	Iteration 26Q: 3 clusters Score -2200056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2200076.250000 Penalty: 4968.097168
	Iteration 27Q: 3 clusters Score -2200076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2200086.500000 Penalty: 4968.097168
	Iteration 28Q: 3 clusters Score -2200086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2200091.750000 Penalty: 4968.097168
	Iteration 29Q: 3 clusters Score -2200092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2200093.000000 Penalty: 4968.097168
	Iteration 30Q: 3 clusters Score -2200093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2200105.000000 Penalty: 4968.097168
	Iteration 31Q: 3 clusters Score -2200105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2200109.250000 Penalty: 4968.097168
	Iteration 32Q: 3 clusters Score -2200109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2200114.500000 Penalty: 4968.097168
	Iteration 33Q: 3 clusters Score -2200114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2200114.250000 Penalty: 4968.097168
	Iteration 34Q: 3 clusters Score -2200114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2200118.500000 Penalty: 4968.097168
	Iteration 35Q: 3 clusters Score -2200118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2200119.750000 Penalty: 4968.097168
	Iteration 36Q: 3 clusters Score -2200120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2200121.750000 Penalty: 4968.097168
	Iteration 37Q: 3 clusters Score -2200122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2200122.750000 Penalty: 4968.097168
	Iteration 38Q: 3 clusters Score -2200123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2200123.500000 Penalty: 4968.097168
	Iteration 39Q: 3 clusters Score -2200124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2200119.250000 Penalty: 4968.097168
	Iteration 40F: 3 clusters Score -2200119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2200122.500000 Penalty: 4968.097168
	Iteration 41Q: 3 clusters Score -2200122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2200127.750000 Penalty: 4968.097168
	Iteration 42Q: 3 clusters Score -2200128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2200129.250000 Penalty: 4968.097168
	Iteration 43Q: 3 clusters Score -2200129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2200126.750000 Penalty: 4968.097168
	Iteration 44Q: 3 clusters Score -2200127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2200128.250000 Penalty: 4968.097168
	Iteration 45Q: 3 clusters Score -2200128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2200127.750000 Penalty: 4968.097168
	Iteration 46Q: 3 clusters Score -2200128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2200129.250000 Penalty: 4968.097168
	Iteration 47Q: 3 clusters Score -2200129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2200128.500000 Penalty: 4968.097168
	Iteration 48Q: 3 clusters Score -2200128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2200128.750000 Penalty: 4968.097168
	Iteration 49Q: 3 clusters Score -2200129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2200129.750000 Penalty: 4968.097168
	Iteration 50Q: 3 clusters Score -2200130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2200129.750000 Penalty: 4968.097168
	Iteration 51F: 3 clusters Score -2200130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -310971.031250 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -310971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -307686.656250 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -307686.7 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -308637.875000 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -308637.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -308919.968750 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -308920 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -309090.406250 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -309090.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -309214.781250 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -309214.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -309347.593750 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -309347.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -309495.593750 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -309495.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -309666.437500 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -309666.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -309867.718750 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -309867.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -310083.562500 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -310083.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -310381.562500 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -310381.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -310712.281250 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -310712.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -311282.937500 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -311282.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -312449.593750 Penalty: 4000.839111
	Iteration 13F: 3 clusters Score -312449.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -314443.250000 Penalty: 4000.839111
	Iteration 14F: 3 clusters Score -314443.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -315256.593750 Penalty: 4000.839111
	Iteration 15F: 3 clusters Score -315256.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -315544.375000 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -315544.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -315608.031250 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -315608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -315638.875000 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -315638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -315653.218750 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -315653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -315667.875000 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -315667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -315675.937500 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -315675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -315681.593750 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -315681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -315685.750000 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -315685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -315687.812500 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -315687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -315689.031250 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -315689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -315690.968750 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -315691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -315691.031250 Penalty: 4000.839111
	Iteration 27Q: 3 clusters Score -315691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -315691.031250 Penalty: 4000.839111
	Iteration 28F: 3 clusters Score -315691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 253866 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 23541 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 416856 members 
Mstep: Class 7 contains 319725 members 
Mstep: Class 8 contains 320952 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 13 contains 1234 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 79929 members 
Mstep: Class 17 contains 13000 members 
Entering Unmasked Estep 
Score: -158141904.000000 Penalty: 45900.945312
Splitting cluster 13 changes total score from -158137440.000000 to -158141904.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -93031.750000 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -93031.75 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 538 members 
Entering Unmasked Estep 
Score: -91152.265625 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -91152.27 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91575.890625 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -91575.89 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91873.593750 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -91873.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92250.281250 Penalty: 3430.690674
	Iteration 3F: 3 clusters Score -92250.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92732.953125 Penalty: 3430.690674
	Iteration 4F: 3 clusters Score -92732.95 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93062.726562 Penalty: 3430.690674
	Iteration 5F: 3 clusters Score -93062.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93275.882812 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -93275.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93430.781250 Penalty: 3430.690674
	Iteration 7Q: 3 clusters Score -93430.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93507.687500 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -93507.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93601.476562 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -93601.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93708.039062 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -93708.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93819.882812 Penalty: 3430.690674
	Iteration 11Q: 3 clusters Score -93819.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93915.265625 Penalty: 3430.690674
	Iteration 12Q: 3 clusters Score -93915.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94084.570312 Penalty: 3430.690674
	Iteration 13Q: 3 clusters Score -94084.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94457.335938 Penalty: 3430.690674
	Iteration 14Q: 3 clusters Score -94457.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94984.429688 Penalty: 3430.690674
	Iteration 15Q: 3 clusters Score -94984.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95051.492188 Penalty: 3430.690674
	Iteration 16Q: 3 clusters Score -95051.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95051.492188 Penalty: 3430.690674
	Iteration 17F: 3 clusters Score -95051.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 253866 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 23541 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 416856 members 
Mstep: Class 7 contains 319725 members 
Mstep: Class 8 contains 320952 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 13 contains 1234 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 79929 members 
Mstep: Class 17 contains 13000 members 
Entering Unmasked Estep 
Score: -158142256.000000 Penalty: 49431.785156
Splitting cluster 14 changes total score from -158137440.000000 to -158142256.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (79929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Entering Unmasked Estep 
Score: -8218054.500000 Penalty: 2799.645752
	Iteration 0F: 2 clusters Score -8218054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -8164587.000000 Penalty: 5599.291504
	Iteration 0F: 3 clusters Score -8164587 nChanged 37417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -8185624.500000 Penalty: 5599.291504
	Iteration 1F: 3 clusters Score -8185624 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8186069.500000 Penalty: 5599.291504
	Iteration 2Q: 3 clusters Score -8186070 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8186652.000000 Penalty: 5599.291504
	Iteration 3Q: 3 clusters Score -8186652 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8187240.000000 Penalty: 5599.291504
	Iteration 4Q: 3 clusters Score -8187240 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8188226.500000 Penalty: 5599.291504
	Iteration 5Q: 3 clusters Score -8188226 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -8189768.000000 Penalty: 5599.291504
	Iteration 6Q: 3 clusters Score -8189768 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -8192434.500000 Penalty: 5599.291504
	Iteration 7F: 3 clusters Score -8192434 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -8197050.500000 Penalty: 5599.291504
	Iteration 8F: 3 clusters Score -8197050 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -8203321.500000 Penalty: 5599.291504
	Iteration 9F: 3 clusters Score -8203322 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -8209162.500000 Penalty: 5599.291504
	Iteration 10F: 3 clusters Score -8209162 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -8212965.500000 Penalty: 5599.291504
	Iteration 11Q: 3 clusters Score -8212966 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -8214678.000000 Penalty: 5599.291504
	Iteration 12Q: 3 clusters Score -8214678 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -8215295.500000 Penalty: 5599.291504
	Iteration 13Q: 3 clusters Score -8215296 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -8215539.500000 Penalty: 5599.291504
	Iteration 14Q: 3 clusters Score -8215540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -8215668.500000 Penalty: 5599.291504
	Iteration 15Q: 3 clusters Score -8215668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -8215802.500000 Penalty: 5599.291504
	Iteration 16Q: 3 clusters Score -8215802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -8215872.500000 Penalty: 5599.291504
	Iteration 17Q: 3 clusters Score -8215872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -8215949.000000 Penalty: 5599.291504
	Iteration 18Q: 3 clusters Score -8215949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -8215980.500000 Penalty: 5599.291504
	Iteration 19Q: 3 clusters Score -8215980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -8216019.500000 Penalty: 5599.291504
	Iteration 20F: 3 clusters Score -8216020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -8216031.500000 Penalty: 5599.291504
	Iteration 21Q: 3 clusters Score -8216032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -8216076.000000 Penalty: 5599.291504
	Iteration 22Q: 3 clusters Score -8216076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -8216111.000000 Penalty: 5599.291504
	Iteration 23Q: 3 clusters Score -8216111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -8216168.500000 Penalty: 5599.291504
	Iteration 24Q: 3 clusters Score -8216168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -8216218.500000 Penalty: 5599.291504
	Iteration 25Q: 3 clusters Score -8216218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -8216263.000000 Penalty: 5599.291504
	Iteration 26Q: 3 clusters Score -8216263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -8216286.000000 Penalty: 5599.291504
	Iteration 27Q: 3 clusters Score -8216286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -8216316.000000 Penalty: 5599.291504
	Iteration 28Q: 3 clusters Score -8216316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -8216331.000000 Penalty: 5599.291504
	Iteration 29Q: 3 clusters Score -8216331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -8216348.000000 Penalty: 5599.291504
	Iteration 30Q: 3 clusters Score -8216348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -8216355.000000 Penalty: 5599.291504
	Iteration 31Q: 3 clusters Score -8216355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -8216382.000000 Penalty: 5599.291504
	Iteration 32Q: 3 clusters Score -8216382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -8216404.500000 Penalty: 5599.291504
	Iteration 33Q: 3 clusters Score -8216404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -8216414.500000 Penalty: 5599.291504
	Iteration 34Q: 3 clusters Score -8216414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -8216440.000000 Penalty: 5599.291504
	Iteration 35Q: 3 clusters Score -8216440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -8216451.500000 Penalty: 5599.291504
	Iteration 36Q: 3 clusters Score -8216452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -8216474.500000 Penalty: 5599.291504
	Iteration 37Q: 3 clusters Score -8216474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -8216497.500000 Penalty: 5599.291504
	Iteration 38Q: 3 clusters Score -8216498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -8216514.500000 Penalty: 5599.291504
	Iteration 39Q: 3 clusters Score -8216514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -8216540.500000 Penalty: 5599.291504
	Iteration 40F: 3 clusters Score -8216540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -8216573.000000 Penalty: 5599.291504
	Iteration 41Q: 3 clusters Score -8216573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -8216590.000000 Penalty: 5599.291504
	Iteration 42Q: 3 clusters Score -8216590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -8216608.000000 Penalty: 5599.291504
	Iteration 43Q: 3 clusters Score -8216608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -8216636.000000 Penalty: 5599.291504
	Iteration 44Q: 3 clusters Score -8216636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -8216653.500000 Penalty: 5599.291504
	Iteration 45Q: 3 clusters Score -8216654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -8216694.000000 Penalty: 5599.291504
	Iteration 46Q: 3 clusters Score -8216694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -8216714.500000 Penalty: 5599.291504
	Iteration 47Q: 3 clusters Score -8216714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -8216747.500000 Penalty: 5599.291504
	Iteration 48Q: 3 clusters Score -8216748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -8216760.500000 Penalty: 5599.291504
	Iteration 49Q: 3 clusters Score -8216760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -8216774.000000 Penalty: 5599.291504
	Iteration 50Q: 3 clusters Score -8216774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -8216789.500000 Penalty: 5599.291504
	Iteration 51Q: 3 clusters Score -8216790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -8216789.500000 Penalty: 5599.291504
	Iteration 52Q: 3 clusters Score -8216790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -8216804.500000 Penalty: 5599.291504
	Iteration 53Q: 3 clusters Score -8216804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -8216822.000000 Penalty: 5599.291504
	Iteration 54Q: 3 clusters Score -8216822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -8216817.000000 Penalty: 5599.291504
	Iteration 55Q: 3 clusters Score -8216817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -8216822.000000 Penalty: 5599.291504
	Iteration 56Q: 3 clusters Score -8216822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -8216832.000000 Penalty: 5599.291504
	Iteration 57Q: 3 clusters Score -8216832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -8216825.000000 Penalty: 5599.291504
	Iteration 58Q: 3 clusters Score -8216825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -8216826.000000 Penalty: 5599.291504
	Iteration 59Q: 3 clusters Score -8216826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -8216828.500000 Penalty: 5599.291504
	Iteration 60F: 3 clusters Score -8216828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -8216833.500000 Penalty: 5599.291504
	Iteration 61Q: 3 clusters Score -8216834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -8216841.500000 Penalty: 5599.291504
	Iteration 62Q: 3 clusters Score -8216842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -8216842.000000 Penalty: 5599.291504
	Iteration 63Q: 3 clusters Score -8216842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -8216851.000000 Penalty: 5599.291504
	Iteration 64Q: 3 clusters Score -8216851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -8216851.000000 Penalty: 5599.291504
	Iteration 65Q: 3 clusters Score -8216851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -8216861.500000 Penalty: 5599.291504
	Iteration 66Q: 3 clusters Score -8216862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -8216857.500000 Penalty: 5599.291504
	Iteration 67Q: 3 clusters Score -8216858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -8216856.500000 Penalty: 5599.291504
	Iteration 68Q: 3 clusters Score -8216856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -8216861.500000 Penalty: 5599.291504
	Iteration 69Q: 3 clusters Score -8216862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -8216864.000000 Penalty: 5599.291504
	Iteration 70Q: 3 clusters Score -8216864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -8216863.500000 Penalty: 5599.291504
	Iteration 71Q: 3 clusters Score -8216864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -8216859.000000 Penalty: 5599.291504
	Iteration 72Q: 3 clusters Score -8216859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -8216864.500000 Penalty: 5599.291504
	Iteration 73Q: 3 clusters Score -8216864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -8216861.500000 Penalty: 5599.291504
	Iteration 74Q: 3 clusters Score -8216862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -8216860.000000 Penalty: 5599.291504
	Iteration 75Q: 3 clusters Score -8216860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -8216866.000000 Penalty: 5599.291504
	Iteration 76Q: 3 clusters Score -8216866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -8216857.000000 Penalty: 5599.291504
	Iteration 77Q: 3 clusters Score -8216857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -8216859.500000 Penalty: 5599.291504
	Iteration 78Q: 3 clusters Score -8216860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -8216862.000000 Penalty: 5599.291504
	Iteration 79Q: 3 clusters Score -8216862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -8216854.000000 Penalty: 5599.291504
	Iteration 80F: 3 clusters Score -8216854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -8216865.500000 Penalty: 5599.291504
	Iteration 81Q: 3 clusters Score -8216866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -8216863.500000 Penalty: 5599.291504
	Iteration 82Q: 3 clusters Score -8216864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -8216864.500000 Penalty: 5599.291504
	Iteration 83Q: 3 clusters Score -8216864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -8216867.000000 Penalty: 5599.291504
	Iteration 84Q: 3 clusters Score -8216867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -8216869.500000 Penalty: 5599.291504
	Iteration 85Q: 3 clusters Score -8216870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -8216868.000000 Penalty: 5599.291504
	Iteration 86Q: 3 clusters Score -8216868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -8216868.000000 Penalty: 5599.291504
	Iteration 87F: 3 clusters Score -8216868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Entering Unmasked Estep 
Score: -1175314.750000 Penalty: 2349.230713
	Iteration 0F: 2 clusters Score -1175315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1166213.875000 Penalty: 4698.461426
	Iteration 0F: 3 clusters Score -1166214 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1178954.625000 Penalty: 4698.461426
	Iteration 1F: 3 clusters Score -1178955 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1191372.750000 Penalty: 4698.461426
	Iteration 2F: 3 clusters Score -1191373 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1194897.125000 Penalty: 4698.461426
	Iteration 3F: 3 clusters Score -1194897 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1198652.125000 Penalty: 4698.461426
	Iteration 4Q: 3 clusters Score -1198652 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1200746.625000 Penalty: 4698.461426
	Iteration 5Q: 3 clusters Score -1200747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1201107.250000 Penalty: 4698.461426
	Iteration 6Q: 3 clusters Score -1201107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1201414.750000 Penalty: 4698.461426
	Iteration 7Q: 3 clusters Score -1201415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1201863.625000 Penalty: 4698.461426
	Iteration 8Q: 3 clusters Score -1201864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1202376.250000 Penalty: 4698.461426
	Iteration 9Q: 3 clusters Score -1202376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1203118.500000 Penalty: 4698.461426
	Iteration 10Q: 3 clusters Score -1203118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1203130.000000 Penalty: 4698.461426
	Iteration 11Q: 3 clusters Score -1203130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1203130.000000 Penalty: 4698.461426
	Iteration 12F: 3 clusters Score -1203130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 253866 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 23541 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 416856 members 
Mstep: Class 7 contains 319725 members 
Mstep: Class 8 contains 320952 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 13 contains 1234 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 79929 members 
Mstep: Class 17 contains 12111 members 
Entering Unmasked Estep 
Score: -158170480.000000 Penalty: 52962.628906
Splitting cluster 17 changes total score from -158137440.000000 to -158170480.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 253866 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 23541 members 
Mstep: Class 6 contains 416856 members 
Mstep: Class 7 contains 319725 members 
Mstep: Class 8 contains 320952 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 13 contains 1234 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 79929 members 
Mstep: Class 17 contains 12111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158172912.000000 Penalty: 52962.628906
Iteration 39Q: 16 clusters Score -1.581729e+08 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 2137 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 255426 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 23492 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 414937 members 
Mstep: Class 7 contains 320287 members 
Mstep: Class 8 contains 319454 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 21427 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 80683 members 
Mstep: Class 17 contains 13739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158228736.000000 Penalty: 52962.628906
Iteration 40F: 16 clusters Score -1.582287e+08 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 1056 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 256042 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 24053 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 412936 members 
Mstep: Class 7 contains 320241 members 
Mstep: Class 8 contains 317912 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 21274 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 81347 members 
Mstep: Class 17 contains 14179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158275056.000000 Penalty: 52962.628906
Iteration 41Q: 16 clusters Score -1.582751e+08 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 256795 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 24650 members 
Mstep: Class 5 contains 2140 members 
Mstep: Class 6 contains 411052 members 
Mstep: Class 7 contains 320270 members 
Mstep: Class 8 contains 316682 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 81958 members 
Mstep: Class 17 contains 14454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158276640.000000 Penalty: 52962.628906
Iteration 42Q: 16 clusters Score -1.582766e+08 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 257496 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 25227 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 409359 members 
Mstep: Class 7 contains 320395 members 
Mstep: Class 8 contains 315627 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 21050 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 15 contains 82512 members 
Mstep: Class 17 contains 14633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158278176.000000 Penalty: 52962.628906
Iteration 43Q: 16 clusters Score -1.582782e+08 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 258148 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 25735 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 407818 members 
Mstep: Class 7 contains 320717 members 
Mstep: Class 8 contains 314647 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21025 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 82972 members 
Mstep: Class 17 contains 14706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158278928.000000 Penalty: 52962.628906
Iteration 44Q: 16 clusters Score -1.582789e+08 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 258791 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 406288 members 
Mstep: Class 7 contains 321031 members 
Mstep: Class 8 contains 313889 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21050 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 83403 members 
Mstep: Class 17 contains 14717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158279504.000000 Penalty: 52962.628906
Iteration 45Q: 16 clusters Score -1.582795e+08 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 259463 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 26617 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 404807 members 
Mstep: Class 7 contains 321473 members 
Mstep: Class 8 contains 313126 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 83795 members 
Mstep: Class 17 contains 14705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158280368.000000 Penalty: 52962.628906
Iteration 46Q: 16 clusters Score -1.582804e+08 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 260114 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 26988 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 403492 members 
Mstep: Class 7 contains 321875 members 
Mstep: Class 8 contains 312366 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21125 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 84106 members 
Mstep: Class 17 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158280288.000000 Penalty: 52962.628906
Iteration 47Q: 16 clusters Score -1.582803e+08 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 260756 members 
Mstep: Class 3 contains 7105 members 
Mstep: Class 4 contains 27317 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 402155 members 
Mstep: Class 7 contains 322328 members 
Mstep: Class 8 contains 311692 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1038 members 
Mstep: Class 15 contains 84415 members 
Mstep: Class 17 contains 14676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158281280.000000 Penalty: 52962.628906
Iteration 48Q: 16 clusters Score -1.582813e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 261429 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 27646 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 400930 members 
Mstep: Class 7 contains 322785 members 
Mstep: Class 8 contains 310973 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21224 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 84684 members 
Mstep: Class 17 contains 14629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158281824.000000 Penalty: 52962.628906
Iteration 49Q: 16 clusters Score -1.582818e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 262024 members 
Mstep: Class 3 contains 7065 members 
Mstep: Class 4 contains 27919 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 399764 members 
Mstep: Class 7 contains 323323 members 
Mstep: Class 8 contains 310315 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21301 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 84930 members 
Mstep: Class 17 contains 14554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158282512.000000 Penalty: 52962.628906
Iteration 50Q: 16 clusters Score -1.582825e+08 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 262574 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 28144 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 398705 members 
Mstep: Class 7 contains 323854 members 
Mstep: Class 8 contains 309689 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21429 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 15 contains 85152 members 
Mstep: Class 17 contains 14450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158282832.000000 Penalty: 52962.628906
Iteration 51Q: 16 clusters Score -1.582828e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 263033 members 
Mstep: Class 3 contains 7043 members 
Mstep: Class 4 contains 28351 members 
Mstep: Class 5 contains 2161 members 
Mstep: Class 6 contains 397769 members 
Mstep: Class 7 contains 324480 members 
Mstep: Class 8 contains 308964 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 21599 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1066 members 
Mstep: Class 15 contains 85352 members 
Mstep: Class 17 contains 14332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158282880.000000 Penalty: 52962.628906
Iteration 52Q: 16 clusters Score -1.582829e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 263511 members 
Mstep: Class 3 contains 7039 members 
Mstep: Class 4 contains 28520 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 396958 members 
Mstep: Class 7 contains 325036 members 
Mstep: Class 8 contains 308223 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 21809 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1067 members 
Mstep: Class 15 contains 85538 members 
Mstep: Class 17 contains 14180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158283168.000000 Penalty: 52962.628906
Iteration 53Q: 16 clusters Score -1.582832e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 263941 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 28673 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 396263 members 
Mstep: Class 7 contains 325529 members 
Mstep: Class 8 contains 307550 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 22066 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1071 members 
Mstep: Class 15 contains 85703 members 
Mstep: Class 17 contains 13975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158283488.000000 Penalty: 52962.628906
Iteration 54Q: 16 clusters Score -1.582835e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 264328 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 28811 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 395652 members 
Mstep: Class 7 contains 325998 members 
Mstep: Class 8 contains 306900 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 22355 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1074 members 
Mstep: Class 15 contains 85858 members 
Mstep: Class 17 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158283136.000000 Penalty: 52962.628906
Iteration 55Q: 16 clusters Score -1.582831e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 264678 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 28948 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 395090 members 
Mstep: Class 7 contains 326431 members 
Mstep: Class 8 contains 306298 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 22717 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 85991 members 
Mstep: Class 17 contains 13438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158283728.000000 Penalty: 52962.628906
Iteration 56Q: 16 clusters Score -1.582837e+08 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 264988 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 29065 members 
Mstep: Class 5 contains 2161 members 
Mstep: Class 6 contains 394618 members 
Mstep: Class 7 contains 326793 members 
Mstep: Class 8 contains 305731 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 23173 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 86115 members 
Mstep: Class 17 contains 13060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158283760.000000 Penalty: 52962.628906
Iteration 57Q: 16 clusters Score -1.582838e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 265302 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 29186 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 394216 members 
Mstep: Class 7 contains 327028 members 
Mstep: Class 8 contains 305206 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 23762 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 86212 members 
Mstep: Class 17 contains 12599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158284096.000000 Penalty: 52962.628906
Iteration 58Q: 16 clusters Score -1.582841e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 265612 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 29298 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 393937 members 
Mstep: Class 7 contains 327057 members 
Mstep: Class 8 contains 304762 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 86297 members 
Mstep: Class 17 contains 12042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158284624.000000 Penalty: 52962.628906
Iteration 59Q: 16 clusters Score -1.582846e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 265970 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 29416 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 393729 members 
Mstep: Class 7 contains 326894 members 
Mstep: Class 8 contains 304335 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 25278 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1112 members 
Mstep: Class 15 contains 86419 members 
Mstep: Class 17 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158308976.000000 Penalty: 52962.628906
Iteration 60F: 16 clusters Score -1.58309e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 266328 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 29522 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 393612 members 
Mstep: Class 7 contains 326603 members 
Mstep: Class 8 contains 303988 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 26232 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 86507 members 
Mstep: Class 17 contains 10612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318944.000000 Penalty: 52962.628906
Iteration 61Q: 16 clusters Score -1.583189e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 266677 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 29602 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 393533 members 
Mstep: Class 7 contains 326252 members 
Mstep: Class 8 contains 303701 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 86561 members 
Mstep: Class 17 contains 9746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158319776.000000 Penalty: 52962.628906
Iteration 62Q: 16 clusters Score -1.583198e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 267058 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 29661 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 393548 members 
Mstep: Class 7 contains 325881 members 
Mstep: Class 8 contains 303376 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 28513 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1163 members 
Mstep: Class 15 contains 86616 members 
Mstep: Class 17 contains 8836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158320272.000000 Penalty: 52962.628906
Iteration 63Q: 16 clusters Score -1.583203e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 267500 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 4 contains 29662 members 
Mstep: Class 5 contains 2161 members 
Mstep: Class 6 contains 393543 members 
Mstep: Class 7 contains 325460 members 
Mstep: Class 8 contains 303139 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 29631 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 1180 members 
Mstep: Class 15 contains 86697 members 
Mstep: Class 17 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158321072.000000 Penalty: 52962.628906
Iteration 64Q: 16 clusters Score -1.583211e+08 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 267946 members 
Mstep: Class 3 contains 7003 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 393549 members 
Mstep: Class 7 contains 324990 members 
Mstep: Class 8 contains 302980 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 30711 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 86769 members 
Mstep: Class 17 contains 7008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158321984.000000 Penalty: 52962.628906
Iteration 65Q: 16 clusters Score -1.58322e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 268373 members 
Mstep: Class 3 contains 7003 members 
Mstep: Class 4 contains 29607 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 393594 members 
Mstep: Class 7 contains 324576 members 
Mstep: Class 8 contains 302865 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 31626 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1223 members 
Mstep: Class 15 contains 86819 members 
Mstep: Class 17 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158322960.000000 Penalty: 52962.628906
Iteration 66Q: 16 clusters Score -1.58323e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 268809 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 393613 members 
Mstep: Class 7 contains 324193 members 
Mstep: Class 8 contains 302800 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32323 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 86884 members 
Mstep: Class 17 contains 5447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323760.000000 Penalty: 52962.628906
Iteration 67Q: 16 clusters Score -1.583238e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 269242 members 
Mstep: Class 3 contains 6999 members 
Mstep: Class 4 contains 29538 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 393628 members 
Mstep: Class 7 contains 323801 members 
Mstep: Class 8 contains 302762 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 86948 members 
Mstep: Class 17 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158324208.000000 Penalty: 52962.628906
Iteration 68Q: 16 clusters Score -1.583242e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 269668 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 29562 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 393639 members 
Mstep: Class 7 contains 323471 members 
Mstep: Class 8 contains 302691 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32823 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 87003 members 
Mstep: Class 17 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158324432.000000 Penalty: 52962.628906
Iteration 69Q: 16 clusters Score -1.583244e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 270035 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 29594 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 393620 members 
Mstep: Class 7 contains 323189 members 
Mstep: Class 8 contains 302674 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32842 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 87051 members 
Mstep: Class 17 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158324832.000000 Penalty: 52962.628906
Iteration 70Q: 16 clusters Score -1.583248e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 270395 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 29667 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 393579 members 
Mstep: Class 7 contains 322957 members 
Mstep: Class 8 contains 302592 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32831 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 15 contains 87090 members 
Mstep: Class 17 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158324848.000000 Penalty: 52962.628906
Iteration 71Q: 16 clusters Score -1.583248e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 270714 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 29749 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393550 members 
Mstep: Class 7 contains 322758 members 
Mstep: Class 8 contains 302478 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32780 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 87130 members 
Mstep: Class 17 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325296.000000 Penalty: 52962.628906
Iteration 72Q: 16 clusters Score -1.583253e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 270993 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 29808 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393518 members 
Mstep: Class 7 contains 322602 members 
Mstep: Class 8 contains 302389 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 87159 members 
Mstep: Class 17 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325536.000000 Penalty: 52962.628906
Iteration 73Q: 16 clusters Score -1.583255e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 271263 members 
Mstep: Class 3 contains 6993 members 
Mstep: Class 4 contains 29836 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393485 members 
Mstep: Class 7 contains 322472 members 
Mstep: Class 8 contains 302295 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 32626 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 87188 members 
Mstep: Class 17 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325616.000000 Penalty: 52962.628906
Iteration 74Q: 16 clusters Score -1.583256e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 271505 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 29877 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393407 members 
Mstep: Class 7 contains 322414 members 
Mstep: Class 8 contains 302161 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 32567 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 87214 members 
Mstep: Class 17 contains 4123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325920.000000 Penalty: 52962.628906
Iteration 75Q: 16 clusters Score -1.583259e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 271709 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29910 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393322 members 
Mstep: Class 7 contains 322448 members 
Mstep: Class 8 contains 301997 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 32515 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 87225 members 
Mstep: Class 17 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326080.000000 Penalty: 52962.628906
Iteration 76Q: 16 clusters Score -1.583261e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 271894 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29938 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393217 members 
Mstep: Class 7 contains 322510 members 
Mstep: Class 8 contains 301862 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 32466 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 87236 members 
Mstep: Class 17 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326160.000000 Penalty: 52962.628906
Iteration 77Q: 16 clusters Score -1.583262e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 272058 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29960 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 393087 members 
Mstep: Class 7 contains 322581 members 
Mstep: Class 8 contains 301769 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 32414 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1592 members 
Mstep: Class 15 contains 87236 members 
Mstep: Class 17 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326384.000000 Penalty: 52962.628906
Iteration 78Q: 16 clusters Score -1.583264e+08 nChanged 848
Entering ConstructFrom: 
Score: -158326384.000000 Penalty: 52962.628906
Entering ConstructFrom: 
Trying to split cluster 1 (66102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Entering Unmasked Estep 
Score: -7086443.500000 Penalty: 2752.540527
	Iteration 0F: 2 clusters Score -7086444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -7041845.000000 Penalty: 5505.081055
	Iteration 0F: 3 clusters Score -7041845 nChanged 30816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7059477.000000 Penalty: 5505.081055
	Iteration 1F: 3 clusters Score -7059477 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -7060342.500000 Penalty: 5505.081055
	Iteration 2Q: 3 clusters Score -7060342 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -7061344.000000 Penalty: 5505.081055
	Iteration 3Q: 3 clusters Score -7061344 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -7062862.000000 Penalty: 5505.081055
	Iteration 4Q: 3 clusters Score -7062862 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -7064953.000000 Penalty: 5505.081055
	Iteration 5F: 3 clusters Score -7064953 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -7067746.500000 Penalty: 5505.081055
	Iteration 6F: 3 clusters Score -7067746 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -7071148.000000 Penalty: 5505.081055
	Iteration 7F: 3 clusters Score -7071148 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -7074335.000000 Penalty: 5505.081055
	Iteration 8F: 3 clusters Score -7074335 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -7076714.500000 Penalty: 5505.081055
	Iteration 9F: 3 clusters Score -7076714 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7078483.500000 Penalty: 5505.081055
	Iteration 10Q: 3 clusters Score -7078484 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -7079896.000000 Penalty: 5505.081055
	Iteration 11Q: 3 clusters Score -7079896 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -7081103.000000 Penalty: 5505.081055
	Iteration 12Q: 3 clusters Score -7081103 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7082053.000000 Penalty: 5505.081055
	Iteration 13Q: 3 clusters Score -7082053 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -7082711.000000 Penalty: 5505.081055
	Iteration 14Q: 3 clusters Score -7082711 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7083144.500000 Penalty: 5505.081055
	Iteration 15Q: 3 clusters Score -7083144 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -7083404.000000 Penalty: 5505.081055
	Iteration 16Q: 3 clusters Score -7083404 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -7083651.000000 Penalty: 5505.081055
	Iteration 17Q: 3 clusters Score -7083651 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -7083807.000000 Penalty: 5505.081055
	Iteration 18Q: 3 clusters Score -7083807 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -7083925.500000 Penalty: 5505.081055
	Iteration 19Q: 3 clusters Score -7083926 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -7084019.500000 Penalty: 5505.081055
	Iteration 20F: 3 clusters Score -7084020 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -7084101.000000 Penalty: 5505.081055
	Iteration 21Q: 3 clusters Score -7084101 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -7084148.000000 Penalty: 5505.081055
	Iteration 22Q: 3 clusters Score -7084148 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -7084181.000000 Penalty: 5505.081055
	Iteration 23Q: 3 clusters Score -7084181 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -7084204.000000 Penalty: 5505.081055
	Iteration 24Q: 3 clusters Score -7084204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -7084230.500000 Penalty: 5505.081055
	Iteration 25Q: 3 clusters Score -7084230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -7084236.500000 Penalty: 5505.081055
	Iteration 26Q: 3 clusters Score -7084236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -7084262.000000 Penalty: 5505.081055
	Iteration 27Q: 3 clusters Score -7084262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -7084289.000000 Penalty: 5505.081055
	Iteration 28Q: 3 clusters Score -7084289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -7084298.500000 Penalty: 5505.081055
	Iteration 29Q: 3 clusters Score -7084298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -7084305.000000 Penalty: 5505.081055
	Iteration 30Q: 3 clusters Score -7084305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7084299.000000 Penalty: 5505.081055
	Iteration 31Q: 3 clusters Score -7084299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -7084301.000000 Penalty: 5505.081055
	Iteration 32Q: 3 clusters Score -7084301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -7084316.500000 Penalty: 5505.081055
	Iteration 33Q: 3 clusters Score -7084316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -7084319.500000 Penalty: 5505.081055
	Iteration 34Q: 3 clusters Score -7084320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -7084332.000000 Penalty: 5505.081055
	Iteration 35Q: 3 clusters Score -7084332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -7084345.500000 Penalty: 5505.081055
	Iteration 36Q: 3 clusters Score -7084346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -7084334.000000 Penalty: 5505.081055
	Iteration 37Q: 3 clusters Score -7084334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -7084323.500000 Penalty: 5505.081055
	Iteration 38Q: 3 clusters Score -7084324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -7084331.000000 Penalty: 5505.081055
	Iteration 39Q: 3 clusters Score -7084331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -7084342.000000 Penalty: 5505.081055
	Iteration 40F: 3 clusters Score -7084342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -7084340.000000 Penalty: 5505.081055
	Iteration 41Q: 3 clusters Score -7084340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -7084338.500000 Penalty: 5505.081055
	Iteration 42Q: 3 clusters Score -7084338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -7084343.000000 Penalty: 5505.081055
	Iteration 43Q: 3 clusters Score -7084343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -7084343.000000 Penalty: 5505.081055
	Iteration 44Q: 3 clusters Score -7084343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -7084345.000000 Penalty: 5505.081055
	Iteration 45Q: 3 clusters Score -7084345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -7084347.000000 Penalty: 5505.081055
	Iteration 46Q: 3 clusters Score -7084347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -7084339.500000 Penalty: 5505.081055
	Iteration 47Q: 3 clusters Score -7084340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -7084339.000000 Penalty: 5505.081055
	Iteration 48Q: 3 clusters Score -7084339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -7084335.500000 Penalty: 5505.081055
	Iteration 49Q: 3 clusters Score -7084336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -7084334.500000 Penalty: 5505.081055
	Iteration 50Q: 3 clusters Score -7084334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
Score: -7084338.500000 Penalty: 5505.081055
	Iteration 51Q: 3 clusters Score -7084338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -7084342.500000 Penalty: 5505.081055
	Iteration 52Q: 3 clusters Score -7084342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -7084343.000000 Penalty: 5505.081055
	Iteration 53Q: 3 clusters Score -7084343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -7084342.500000 Penalty: 5505.081055
	Iteration 54Q: 3 clusters Score -7084342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -7084344.000000 Penalty: 5505.081055
	Iteration 55Q: 3 clusters Score -7084344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -7084347.000000 Penalty: 5505.081055
	Iteration 56Q: 3 clusters Score -7084347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -7084344.500000 Penalty: 5505.081055
	Iteration 57Q: 3 clusters Score -7084344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -7084345.000000 Penalty: 5505.081055
	Iteration 58Q: 3 clusters Score -7084345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -7084351.500000 Penalty: 5505.081055
	Iteration 59Q: 3 clusters Score -7084352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -7084347.500000 Penalty: 5505.081055
	Iteration 60F: 3 clusters Score -7084348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -7084351.500000 Penalty: 5505.081055
	Iteration 61Q: 3 clusters Score -7084352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -7084346.000000 Penalty: 5505.081055
	Iteration 62Q: 3 clusters Score -7084346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -7084349.500000 Penalty: 5505.081055
	Iteration 63Q: 3 clusters Score -7084350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7084343.500000 Penalty: 5505.081055
	Iteration 64Q: 3 clusters Score -7084344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -7084345.000000 Penalty: 5505.081055
	Iteration 65Q: 3 clusters Score -7084345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -7084352.000000 Penalty: 5505.081055
	Iteration 66Q: 3 clusters Score -7084352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -7084356.000000 Penalty: 5505.081055
	Iteration 67Q: 3 clusters Score -7084356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -7084357.000000 Penalty: 5505.081055
	Iteration 68Q: 3 clusters Score -7084357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -7084357.000000 Penalty: 5505.081055
	Iteration 69Q: 3 clusters Score -7084357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -7084357.000000 Penalty: 5505.081055
	Iteration 70F: 3 clusters Score -7084357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (272187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272187 members 
Entering Unmasked Estep 
Score: -28906016.000000 Penalty: 3103.532715
	Iteration 0F: 2 clusters Score -2.890602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 135780 members 
Entering Unmasked Estep 
Score: -28729234.000000 Penalty: 6207.065430
	Iteration 0F: 3 clusters Score -2.872923e+07 nChanged 131759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -28807258.000000 Penalty: 6207.065430
	Iteration 1F: 3 clusters Score -2.880726e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144985 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -28809466.000000 Penalty: 6207.065430
	Iteration 2Q: 3 clusters Score -2.880947e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -28812566.000000 Penalty: 6207.065430
	Iteration 3Q: 3 clusters Score -2.881257e+07 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -28818148.000000 Penalty: 6207.065430
	Iteration 4Q: 3 clusters Score -2.881815e+07 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -28827632.000000 Penalty: 6207.065430
	Iteration 5F: 3 clusters Score -2.882763e+07 nChanged 20268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -28842312.000000 Penalty: 6207.065430
	Iteration 6F: 3 clusters Score -2.884231e+07 nChanged 22382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207312 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -28860258.000000 Penalty: 6207.065430
	Iteration 7F: 3 clusters Score -2.886026e+07 nChanged 20095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225319 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -28876718.000000 Penalty: 6207.065430
	Iteration 8F: 3 clusters Score -2.887672e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238372 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -28888890.000000 Penalty: 6207.065430
	Iteration 9F: 3 clusters Score -2.888889e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246330 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -28895976.000000 Penalty: 6207.065430
	Iteration 10Q: 3 clusters Score -2.889598e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250647 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -28900018.000000 Penalty: 6207.065430
	Iteration 11Q: 3 clusters Score -2.890002e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253240 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -28901984.000000 Penalty: 6207.065430
	Iteration 12Q: 3 clusters Score -2.890198e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254984 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -28903094.000000 Penalty: 6207.065430
	Iteration 13Q: 3 clusters Score -2.890309e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256377 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -28903654.000000 Penalty: 6207.065430
	Iteration 14Q: 3 clusters Score -2.890365e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257547 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -28904226.000000 Penalty: 6207.065430
	Iteration 15Q: 3 clusters Score -2.890423e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258500 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -28904526.000000 Penalty: 6207.065430
	Iteration 16Q: 3 clusters Score -2.890453e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259345 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -28904760.000000 Penalty: 6207.065430
	Iteration 17Q: 3 clusters Score -2.890476e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260087 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -28904924.000000 Penalty: 6207.065430
	Iteration 18Q: 3 clusters Score -2.890492e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260734 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -28905096.000000 Penalty: 6207.065430
	Iteration 19Q: 3 clusters Score -2.89051e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261270 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -28905230.000000 Penalty: 6207.065430
	Iteration 20F: 3 clusters Score -2.890523e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261729 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -28905266.000000 Penalty: 6207.065430
	Iteration 21Q: 3 clusters Score -2.890527e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262110 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -28905314.000000 Penalty: 6207.065430
	Iteration 22Q: 3 clusters Score -2.890531e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262433 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -28905360.000000 Penalty: 6207.065430
	Iteration 23Q: 3 clusters Score -2.890536e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262718 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -28905408.000000 Penalty: 6207.065430
	Iteration 24Q: 3 clusters Score -2.890541e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262976 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -28905484.000000 Penalty: 6207.065430
	Iteration 25Q: 3 clusters Score -2.890548e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263184 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -28905486.000000 Penalty: 6207.065430
	Iteration 26Q: 3 clusters Score -2.890549e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263376 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -28905474.000000 Penalty: 6207.065430
	Iteration 27Q: 3 clusters Score -2.890547e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263540 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -28905502.000000 Penalty: 6207.065430
	Iteration 28Q: 3 clusters Score -2.89055e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263690 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -28905492.000000 Penalty: 6207.065430
	Iteration 29Q: 3 clusters Score -2.890549e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263822 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -28905478.000000 Penalty: 6207.065430
	Iteration 30Q: 3 clusters Score -2.890548e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263930 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -28905538.000000 Penalty: 6207.065430
	Iteration 31Q: 3 clusters Score -2.890554e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264035 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -28905560.000000 Penalty: 6207.065430
	Iteration 32Q: 3 clusters Score -2.890556e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264105 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -28905584.000000 Penalty: 6207.065430
	Iteration 33Q: 3 clusters Score -2.890558e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264163 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -28905584.000000 Penalty: 6207.065430
	Iteration 34Q: 3 clusters Score -2.890558e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264227 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -28905590.000000 Penalty: 6207.065430
	Iteration 35Q: 3 clusters Score -2.890559e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264270 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -28905600.000000 Penalty: 6207.065430
	Iteration 36Q: 3 clusters Score -2.89056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264306 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -28905580.000000 Penalty: 6207.065430
	Iteration 37Q: 3 clusters Score -2.890558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264329 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -28905590.000000 Penalty: 6207.065430
	Iteration 38Q: 3 clusters Score -2.890559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264360 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -28905596.000000 Penalty: 6207.065430
	Iteration 39Q: 3 clusters Score -2.89056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264391 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -28905578.000000 Penalty: 6207.065430
	Iteration 40F: 3 clusters Score -2.890558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264415 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -28905572.000000 Penalty: 6207.065430
	Iteration 41Q: 3 clusters Score -2.890557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264433 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -28905592.000000 Penalty: 6207.065430
	Iteration 42Q: 3 clusters Score -2.890559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264457 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -28905596.000000 Penalty: 6207.065430
	Iteration 43Q: 3 clusters Score -2.89056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264486 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -28905610.000000 Penalty: 6207.065430
	Iteration 44Q: 3 clusters Score -2.890561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264511 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -28905624.000000 Penalty: 6207.065430
	Iteration 45Q: 3 clusters Score -2.890562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264537 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -28905606.000000 Penalty: 6207.065430
	Iteration 46Q: 3 clusters Score -2.890561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264557 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -28905612.000000 Penalty: 6207.065430
	Iteration 47Q: 3 clusters Score -2.890561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264570 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -28905610.000000 Penalty: 6207.065430
	Iteration 48Q: 3 clusters Score -2.890561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264582 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -28905622.000000 Penalty: 6207.065430
	Iteration 49Q: 3 clusters Score -2.890562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264591 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -28905584.000000 Penalty: 6207.065430
	Iteration 50Q: 3 clusters Score -2.890558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264600 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -28905600.000000 Penalty: 6207.065430
	Iteration 51Q: 3 clusters Score -2.89056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264614 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -28905594.000000 Penalty: 6207.065430
	Iteration 52Q: 3 clusters Score -2.890559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264623 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -28905598.000000 Penalty: 6207.065430
	Iteration 53Q: 3 clusters Score -2.89056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264627 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -28905582.000000 Penalty: 6207.065430
	Iteration 54Q: 3 clusters Score -2.890558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264627 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -28905582.000000 Penalty: 6207.065430
	Iteration 55F: 3 clusters Score -2.890558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -698291.562500 Penalty: 2195.354492
	Iteration 0F: 2 clusters Score -698291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -692510.750000 Penalty: 4390.708984
	Iteration 0F: 3 clusters Score -692510.8 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -694114.062500 Penalty: 4390.708984
	Iteration 1F: 3 clusters Score -694114.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -694563.437500 Penalty: 4390.708984
	Iteration 2F: 3 clusters Score -694563.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -695022.250000 Penalty: 4390.708984
	Iteration 3F: 3 clusters Score -695022.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -695414.750000 Penalty: 4390.708984
	Iteration 4F: 3 clusters Score -695414.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -695712.875000 Penalty: 4390.708984
	Iteration 5F: 3 clusters Score -695712.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -695920.125000 Penalty: 4390.708984
	Iteration 6F: 3 clusters Score -695920.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -696050.750000 Penalty: 4390.708984
	Iteration 7Q: 3 clusters Score -696050.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -696158.750000 Penalty: 4390.708984
	Iteration 8Q: 3 clusters Score -696158.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -696255.750000 Penalty: 4390.708984
	Iteration 9Q: 3 clusters Score -696255.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -696330.875000 Penalty: 4390.708984
	Iteration 10Q: 3 clusters Score -696330.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -696397.437500 Penalty: 4390.708984
	Iteration 11Q: 3 clusters Score -696397.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -696452.750000 Penalty: 4390.708984
	Iteration 12Q: 3 clusters Score -696452.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -696491.125000 Penalty: 4390.708984
	Iteration 13Q: 3 clusters Score -696491.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -696520.625000 Penalty: 4390.708984
	Iteration 14Q: 3 clusters Score -696520.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -696542.375000 Penalty: 4390.708984
	Iteration 15Q: 3 clusters Score -696542.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -696562.687500 Penalty: 4390.708984
	Iteration 16Q: 3 clusters Score -696562.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -696584.375000 Penalty: 4390.708984
	Iteration 17Q: 3 clusters Score -696584.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -696608.000000 Penalty: 4390.708984
	Iteration 18Q: 3 clusters Score -696608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -696626.812500 Penalty: 4390.708984
	Iteration 19Q: 3 clusters Score -696626.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -696643.437500 Penalty: 4390.708984
	Iteration 20F: 3 clusters Score -696643.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -696658.625000 Penalty: 4390.708984
	Iteration 21Q: 3 clusters Score -696658.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -696667.375000 Penalty: 4390.708984
	Iteration 22Q: 3 clusters Score -696667.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -696679.875000 Penalty: 4390.708984
	Iteration 23Q: 3 clusters Score -696679.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -696698.625000 Penalty: 4390.708984
	Iteration 24Q: 3 clusters Score -696698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -696713.687500 Penalty: 4390.708984
	Iteration 25Q: 3 clusters Score -696713.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -696725.375000 Penalty: 4390.708984
	Iteration 26Q: 3 clusters Score -696725.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -696740.937500 Penalty: 4390.708984
	Iteration 27Q: 3 clusters Score -696740.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -696754.687500 Penalty: 4390.708984
	Iteration 28Q: 3 clusters Score -696754.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -696768.937500 Penalty: 4390.708984
	Iteration 29Q: 3 clusters Score -696768.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -696789.250000 Penalty: 4390.708984
	Iteration 30Q: 3 clusters Score -696789.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -696808.812500 Penalty: 4390.708984
	Iteration 31Q: 3 clusters Score -696808.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -696830.562500 Penalty: 4390.708984
	Iteration 32Q: 3 clusters Score -696830.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -696850.000000 Penalty: 4390.708984
	Iteration 33Q: 3 clusters Score -696850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -696875.312500 Penalty: 4390.708984
	Iteration 34Q: 3 clusters Score -696875.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -696899.875000 Penalty: 4390.708984
	Iteration 35Q: 3 clusters Score -696899.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -696918.562500 Penalty: 4390.708984
	Iteration 36Q: 3 clusters Score -696918.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -696933.437500 Penalty: 4390.708984
	Iteration 37Q: 3 clusters Score -696933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -696945.625000 Penalty: 4390.708984
	Iteration 38Q: 3 clusters Score -696945.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -696957.687500 Penalty: 4390.708984
	Iteration 39Q: 3 clusters Score -696957.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -696967.937500 Penalty: 4390.708984
	Iteration 40F: 3 clusters Score -696967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -696975.687500 Penalty: 4390.708984
	Iteration 41Q: 3 clusters Score -696975.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -696981.062500 Penalty: 4390.708984
	Iteration 42Q: 3 clusters Score -696981.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -696986.125000 Penalty: 4390.708984
	Iteration 43Q: 3 clusters Score -696986.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -696993.562500 Penalty: 4390.708984
	Iteration 44Q: 3 clusters Score -696993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -697006.875000 Penalty: 4390.708984
	Iteration 45Q: 3 clusters Score -697006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -697010.687500 Penalty: 4390.708984
	Iteration 46Q: 3 clusters Score -697010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -697012.062500 Penalty: 4390.708984
	Iteration 47Q: 3 clusters Score -697012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -697013.875000 Penalty: 4390.708984
	Iteration 48Q: 3 clusters Score -697013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -697018.187500 Penalty: 4390.708984
	Iteration 49Q: 3 clusters Score -697018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -697019.250000 Penalty: 4390.708984
	Iteration 50Q: 3 clusters Score -697019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -697020.500000 Penalty: 4390.708984
	Iteration 51Q: 3 clusters Score -697020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -697020.500000 Penalty: 4390.708984
	Iteration 52F: 3 clusters Score -697020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Entering Unmasked Estep 
Score: -3235441.750000 Penalty: 2556.380371
	Iteration 0F: 2 clusters Score -3235442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3214921.250000 Penalty: 5112.760742
	Iteration 0F: 3 clusters Score -3214921 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3222302.000000 Penalty: 5112.760742
	Iteration 1F: 3 clusters Score -3222302 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3222878.250000 Penalty: 5112.760742
	Iteration 2Q: 3 clusters Score -3222878 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3223405.500000 Penalty: 5112.760742
	Iteration 3Q: 3 clusters Score -3223406 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3223959.000000 Penalty: 5112.760742
	Iteration 4Q: 3 clusters Score -3223959 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3224572.250000 Penalty: 5112.760742
	Iteration 5Q: 3 clusters Score -3224572 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3225261.250000 Penalty: 5112.760742
	Iteration 6Q: 3 clusters Score -3225261 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3226074.500000 Penalty: 5112.760742
	Iteration 7Q: 3 clusters Score -3226074 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3226948.750000 Penalty: 5112.760742
	Iteration 8Q: 3 clusters Score -3226949 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3227785.750000 Penalty: 5112.760742
	Iteration 9Q: 3 clusters Score -3227786 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3228616.500000 Penalty: 5112.760742
	Iteration 10Q: 3 clusters Score -3228616 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3229310.000000 Penalty: 5112.760742
	Iteration 11Q: 3 clusters Score -3229310 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3229835.500000 Penalty: 5112.760742
	Iteration 12Q: 3 clusters Score -3229836 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3230239.250000 Penalty: 5112.760742
	Iteration 13Q: 3 clusters Score -3230239 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3230478.250000 Penalty: 5112.760742
	Iteration 14Q: 3 clusters Score -3230478 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3230656.000000 Penalty: 5112.760742
	Iteration 15Q: 3 clusters Score -3230656 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3230791.000000 Penalty: 5112.760742
	Iteration 16Q: 3 clusters Score -3230791 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3230913.750000 Penalty: 5112.760742
	Iteration 17Q: 3 clusters Score -3230914 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3231023.250000 Penalty: 5112.760742
	Iteration 18Q: 3 clusters Score -3231023 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3231126.000000 Penalty: 5112.760742
	Iteration 19Q: 3 clusters Score -3231126 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3231233.000000 Penalty: 5112.760742
	Iteration 20F: 3 clusters Score -3231233 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3231348.750000 Penalty: 5112.760742
	Iteration 21Q: 3 clusters Score -3231349 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3231451.000000 Penalty: 5112.760742
	Iteration 22Q: 3 clusters Score -3231451 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3231550.750000 Penalty: 5112.760742
	Iteration 23Q: 3 clusters Score -3231551 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3231639.000000 Penalty: 5112.760742
	Iteration 24Q: 3 clusters Score -3231639 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3231742.250000 Penalty: 5112.760742
	Iteration 25Q: 3 clusters Score -3231742 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3231854.250000 Penalty: 5112.760742
	Iteration 26Q: 3 clusters Score -3231854 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3231972.250000 Penalty: 5112.760742
	Iteration 27Q: 3 clusters Score -3231972 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3232073.750000 Penalty: 5112.760742
	Iteration 28Q: 3 clusters Score -3232074 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3232170.250000 Penalty: 5112.760742
	Iteration 29Q: 3 clusters Score -3232170 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3232259.250000 Penalty: 5112.760742
	Iteration 30Q: 3 clusters Score -3232259 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3232358.250000 Penalty: 5112.760742
	Iteration 31Q: 3 clusters Score -3232358 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3232461.500000 Penalty: 5112.760742
	Iteration 32Q: 3 clusters Score -3232462 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3232539.250000 Penalty: 5112.760742
	Iteration 33Q: 3 clusters Score -3232539 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3232623.500000 Penalty: 5112.760742
	Iteration 34Q: 3 clusters Score -3232624 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3232709.000000 Penalty: 5112.760742
	Iteration 35Q: 3 clusters Score -3232709 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3232773.500000 Penalty: 5112.760742
	Iteration 36Q: 3 clusters Score -3232774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3232835.750000 Penalty: 5112.760742
	Iteration 37Q: 3 clusters Score -3232836 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3232899.500000 Penalty: 5112.760742
	Iteration 38Q: 3 clusters Score -3232900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3232951.500000 Penalty: 5112.760742
	Iteration 39Q: 3 clusters Score -3232952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3232986.000000 Penalty: 5112.760742
	Iteration 40F: 3 clusters Score -3232986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3233026.250000 Penalty: 5112.760742
	Iteration 41Q: 3 clusters Score -3233026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3233060.000000 Penalty: 5112.760742
	Iteration 42Q: 3 clusters Score -3233060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3233080.500000 Penalty: 5112.760742
	Iteration 43Q: 3 clusters Score -3233080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3233095.750000 Penalty: 5112.760742
	Iteration 44Q: 3 clusters Score -3233096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3233115.000000 Penalty: 5112.760742
	Iteration 45Q: 3 clusters Score -3233115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3233128.000000 Penalty: 5112.760742
	Iteration 46Q: 3 clusters Score -3233128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3233147.750000 Penalty: 5112.760742
	Iteration 47Q: 3 clusters Score -3233148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3233163.000000 Penalty: 5112.760742
	Iteration 48Q: 3 clusters Score -3233163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3233171.750000 Penalty: 5112.760742
	Iteration 49Q: 3 clusters Score -3233172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3233180.750000 Penalty: 5112.760742
	Iteration 50Q: 3 clusters Score -3233181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3233194.000000 Penalty: 5112.760742
	Iteration 51Q: 3 clusters Score -3233194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3233201.750000 Penalty: 5112.760742
	Iteration 52Q: 3 clusters Score -3233202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3233213.750000 Penalty: 5112.760742
	Iteration 53Q: 3 clusters Score -3233214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3233225.000000 Penalty: 5112.760742
	Iteration 54Q: 3 clusters Score -3233225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3233244.500000 Penalty: 5112.760742
	Iteration 55Q: 3 clusters Score -3233244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3233254.000000 Penalty: 5112.760742
	Iteration 56Q: 3 clusters Score -3233254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3233265.250000 Penalty: 5112.760742
	Iteration 57Q: 3 clusters Score -3233265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3233280.750000 Penalty: 5112.760742
	Iteration 58Q: 3 clusters Score -3233281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3233281.750000 Penalty: 5112.760742
	Iteration 59Q: 3 clusters Score -3233282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3233293.750000 Penalty: 5112.760742
	Iteration 60F: 3 clusters Score -3233294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3233301.500000 Penalty: 5112.760742
	Iteration 61Q: 3 clusters Score -3233302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3233302.750000 Penalty: 5112.760742
	Iteration 62Q: 3 clusters Score -3233303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3233299.500000 Penalty: 5112.760742
	Iteration 63Q: 3 clusters Score -3233300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3233307.250000 Penalty: 5112.760742
	Iteration 64Q: 3 clusters Score -3233307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3233308.000000 Penalty: 5112.760742
	Iteration 65Q: 3 clusters Score -3233308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3233306.500000 Penalty: 5112.760742
	Iteration 66Q: 3 clusters Score -3233306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3233307.250000 Penalty: 5112.760742
	Iteration 67Q: 3 clusters Score -3233307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3233305.500000 Penalty: 5112.760742
	Iteration 68Q: 3 clusters Score -3233306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3233307.250000 Penalty: 5112.760742
	Iteration 69Q: 3 clusters Score -3233307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3233308.250000 Penalty: 5112.760742
	Iteration 70Q: 3 clusters Score -3233308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3233310.750000 Penalty: 5112.760742
	Iteration 71Q: 3 clusters Score -3233311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3233311.750000 Penalty: 5112.760742
	Iteration 72Q: 3 clusters Score -3233312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3233315.500000 Penalty: 5112.760742
	Iteration 73Q: 3 clusters Score -3233316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3233317.500000 Penalty: 5112.760742
	Iteration 74Q: 3 clusters Score -3233318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3233317.500000 Penalty: 5112.760742
	Iteration 75F: 3 clusters Score -3233318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -221589.828125 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -221589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -218824.906250 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -218824.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -219360.546875 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -219360.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219528.109375 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -219528.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219633.171875 Penalty: 3806.149170
	Iteration 3F: 3 clusters Score -219633.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -219702.140625 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -219702.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219761.750000 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -219761.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -219808.468750 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -219808.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219839.031250 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -219839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219875.656250 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -219875.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219905.578125 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -219905.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219922.312500 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -219922.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219940.140625 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -219940.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -219962.187500 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -219962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219978.250000 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -219978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -219984.718750 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -219984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -219988.703125 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -219988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -219990.796875 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -219990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219994.906250 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -219994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -219998.140625 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -219998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219999.750000 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -219999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -220000.031250 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -220000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (392928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392928 members 
Entering Unmasked Estep 
Score: -41530404.000000 Penalty: 3194.582764
	Iteration 0F: 2 clusters Score -4.15304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196290 members 
Mstep: Class 2 contains 196638 members 
Entering Unmasked Estep 
Score: -41289864.000000 Penalty: 6389.165527
	Iteration 0F: 3 clusters Score -4.128986e+07 nChanged 191421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192245 members 
Mstep: Class 2 contains 200683 members 
Entering Unmasked Estep 
Score: -41405112.000000 Penalty: 6389.165527
	Iteration 1F: 3 clusters Score -4.140511e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189186 members 
Mstep: Class 2 contains 203742 members 
Entering Unmasked Estep 
Score: -41406488.000000 Penalty: 6389.165527
	Iteration 2Q: 3 clusters Score -4.140649e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184152 members 
Mstep: Class 2 contains 208776 members 
Entering Unmasked Estep 
Score: -41408520.000000 Penalty: 6389.165527
	Iteration 3Q: 3 clusters Score -4.140852e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176410 members 
Mstep: Class 2 contains 216518 members 
Entering Unmasked Estep 
Score: -41412300.000000 Penalty: 6389.165527
	Iteration 4Q: 3 clusters Score -4.14123e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164756 members 
Mstep: Class 2 contains 228172 members 
Entering Unmasked Estep 
Score: -41418200.000000 Penalty: 6389.165527
	Iteration 5Q: 3 clusters Score -4.14182e+07 nChanged 21187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147835 members 
Mstep: Class 2 contains 245093 members 
Entering Unmasked Estep 
Score: -41428660.000000 Penalty: 6389.165527
	Iteration 6F: 3 clusters Score -4.142866e+07 nChanged 27035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124862 members 
Mstep: Class 2 contains 268066 members 
Entering Unmasked Estep 
Score: -41446820.000000 Penalty: 6389.165527
	Iteration 7F: 3 clusters Score -4.144682e+07 nChanged 29948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 294252 members 
Entering Unmasked Estep 
Score: -41470296.000000 Penalty: 6389.165527
	Iteration 8F: 3 clusters Score -4.14703e+07 nChanged 27841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 318275 members 
Entering Unmasked Estep 
Score: -41495004.000000 Penalty: 6389.165527
	Iteration 9F: 3 clusters Score -4.1495e+07 nChanged 20887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 335070 members 
Entering Unmasked Estep 
Score: -41511500.000000 Penalty: 6389.165527
	Iteration 10F: 3 clusters Score -4.15115e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 344735 members 
Entering Unmasked Estep 
Score: -41522268.000000 Penalty: 6389.165527
	Iteration 11Q: 3 clusters Score -4.152227e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 350441 members 
Entering Unmasked Estep 
Score: -41527744.000000 Penalty: 6389.165527
	Iteration 12Q: 3 clusters Score -4.152774e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 354677 members 
Entering Unmasked Estep 
Score: -41530528.000000 Penalty: 6389.165527
	Iteration 13Q: 3 clusters Score -4.153053e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 358192 members 
Entering Unmasked Estep 
Score: -41532460.000000 Penalty: 6389.165527
	Iteration 14Q: 3 clusters Score -4.153246e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 361149 members 
Entering Unmasked Estep 
Score: -41533700.000000 Penalty: 6389.165527
	Iteration 15Q: 3 clusters Score -4.15337e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 363731 members 
Entering Unmasked Estep 
Score: -41534752.000000 Penalty: 6389.165527
	Iteration 16Q: 3 clusters Score -4.153475e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 365878 members 
Entering Unmasked Estep 
Score: -41535100.000000 Penalty: 6389.165527
	Iteration 17Q: 3 clusters Score -4.15351e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 367752 members 
Entering Unmasked Estep 
Score: -41535416.000000 Penalty: 6389.165527
	Iteration 18Q: 3 clusters Score -4.153542e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 369439 members 
Entering Unmasked Estep 
Score: -41535572.000000 Penalty: 6389.165527
	Iteration 19Q: 3 clusters Score -4.153557e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 370956 members 
Entering Unmasked Estep 
Score: -41535484.000000 Penalty: 6389.165527
	Iteration 20F: 3 clusters Score -4.153548e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 372321 members 
Entering Unmasked Estep 
Score: -41535300.000000 Penalty: 6389.165527
	Iteration 21Q: 3 clusters Score -4.15353e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 373605 members 
Entering Unmasked Estep 
Score: -41535060.000000 Penalty: 6389.165527
	Iteration 22Q: 3 clusters Score -4.153506e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 374749 members 
Entering Unmasked Estep 
Score: -41534872.000000 Penalty: 6389.165527
	Iteration 23Q: 3 clusters Score -4.153487e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 375741 members 
Entering Unmasked Estep 
Score: -41534592.000000 Penalty: 6389.165527
	Iteration 24Q: 3 clusters Score -4.153459e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 376645 members 
Entering Unmasked Estep 
Score: -41534256.000000 Penalty: 6389.165527
	Iteration 25Q: 3 clusters Score -4.153426e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 377475 members 
Entering Unmasked Estep 
Score: -41534096.000000 Penalty: 6389.165527
	Iteration 26Q: 3 clusters Score -4.15341e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 378242 members 
Entering Unmasked Estep 
Score: -41533812.000000 Penalty: 6389.165527
	Iteration 27Q: 3 clusters Score -4.153381e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 378978 members 
Entering Unmasked Estep 
Score: -41533620.000000 Penalty: 6389.165527
	Iteration 28Q: 3 clusters Score -4.153362e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 379669 members 
Entering Unmasked Estep 
Score: -41533644.000000 Penalty: 6389.165527
	Iteration 29Q: 3 clusters Score -4.153364e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 380312 members 
Entering Unmasked Estep 
Score: -41533556.000000 Penalty: 6389.165527
	Iteration 30Q: 3 clusters Score -4.153356e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 380897 members 
Entering Unmasked Estep 
Score: -41533312.000000 Penalty: 6389.165527
	Iteration 31Q: 3 clusters Score -4.153331e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 381422 members 
Entering Unmasked Estep 
Score: -41533240.000000 Penalty: 6389.165527
	Iteration 32Q: 3 clusters Score -4.153324e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 381908 members 
Entering Unmasked Estep 
Score: -41533108.000000 Penalty: 6389.165527
	Iteration 33Q: 3 clusters Score -4.153311e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 382354 members 
Entering Unmasked Estep 
Score: -41532984.000000 Penalty: 6389.165527
	Iteration 34Q: 3 clusters Score -4.153298e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 382754 members 
Entering Unmasked Estep 
Score: -41532868.000000 Penalty: 6389.165527
	Iteration 35Q: 3 clusters Score -4.153287e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 383122 members 
Entering Unmasked Estep 
Score: -41532672.000000 Penalty: 6389.165527
	Iteration 36Q: 3 clusters Score -4.153267e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 383452 members 
Entering Unmasked Estep 
Score: -41532552.000000 Penalty: 6389.165527
	Iteration 37Q: 3 clusters Score -4.153255e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 383786 members 
Entering Unmasked Estep 
Score: -41532564.000000 Penalty: 6389.165527
	Iteration 38Q: 3 clusters Score -4.153256e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 384092 members 
Entering Unmasked Estep 
Score: -41532516.000000 Penalty: 6389.165527
	Iteration 39Q: 3 clusters Score -4.153252e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 384378 members 
Entering Unmasked Estep 
Score: -41532268.000000 Penalty: 6389.165527
	Iteration 40F: 3 clusters Score -4.153227e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 384637 members 
Entering Unmasked Estep 
Score: -41532124.000000 Penalty: 6389.165527
	Iteration 41Q: 3 clusters Score -4.153212e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 384880 members 
Entering Unmasked Estep 
Score: -41532036.000000 Penalty: 6389.165527
	Iteration 42Q: 3 clusters Score -4.153204e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 385108 members 
Entering Unmasked Estep 
Score: -41531964.000000 Penalty: 6389.165527
	Iteration 43Q: 3 clusters Score -4.153196e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 385331 members 
Entering Unmasked Estep 
Score: -41531924.000000 Penalty: 6389.165527
	Iteration 44Q: 3 clusters Score -4.153192e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 385552 members 
Entering Unmasked Estep 
Score: -41531816.000000 Penalty: 6389.165527
	Iteration 45Q: 3 clusters Score -4.153182e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 385774 members 
Entering Unmasked Estep 
Score: -41531616.000000 Penalty: 6389.165527
	Iteration 46Q: 3 clusters Score -4.153162e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 385964 members 
Entering Unmasked Estep 
Score: -41531508.000000 Penalty: 6389.165527
	Iteration 47Q: 3 clusters Score -4.153151e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 386151 members 
Entering Unmasked Estep 
Score: -41531452.000000 Penalty: 6389.165527
	Iteration 48Q: 3 clusters Score -4.153145e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 386324 members 
Entering Unmasked Estep 
Score: -41531308.000000 Penalty: 6389.165527
	Iteration 49Q: 3 clusters Score -4.153131e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 386514 members 
Entering Unmasked Estep 
Score: -41531228.000000 Penalty: 6389.165527
	Iteration 50Q: 3 clusters Score -4.153123e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 386686 members 
Entering Unmasked Estep 
Score: -41531108.000000 Penalty: 6389.165527
	Iteration 51Q: 3 clusters Score -4.153111e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 386849 members 
Entering Unmasked Estep 
Score: -41531092.000000 Penalty: 6389.165527
	Iteration 52Q: 3 clusters Score -4.153109e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 386999 members 
Entering Unmasked Estep 
Score: -41531040.000000 Penalty: 6389.165527
	Iteration 53Q: 3 clusters Score -4.153104e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 387139 members 
Entering Unmasked Estep 
Score: -41530936.000000 Penalty: 6389.165527
	Iteration 54Q: 3 clusters Score -4.153094e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 387255 members 
Entering Unmasked Estep 
Score: -41530924.000000 Penalty: 6389.165527
	Iteration 55Q: 3 clusters Score -4.153092e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 387374 members 
Entering Unmasked Estep 
Score: -41530844.000000 Penalty: 6389.165527
	Iteration 56Q: 3 clusters Score -4.153084e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 387473 members 
Entering Unmasked Estep 
Score: -41530816.000000 Penalty: 6389.165527
	Iteration 57Q: 3 clusters Score -4.153082e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 387560 members 
Entering Unmasked Estep 
Score: -41530768.000000 Penalty: 6389.165527
	Iteration 58Q: 3 clusters Score -4.153077e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 387631 members 
Entering Unmasked Estep 
Score: -41530716.000000 Penalty: 6389.165527
	Iteration 59Q: 3 clusters Score -4.153072e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 387705 members 
Entering Unmasked Estep 
Score: -41530704.000000 Penalty: 6389.165527
	Iteration 60F: 3 clusters Score -4.15307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 387784 members 
Entering Unmasked Estep 
Score: -41530672.000000 Penalty: 6389.165527
	Iteration 61Q: 3 clusters Score -4.153067e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 387865 members 
Entering Unmasked Estep 
Score: -41530644.000000 Penalty: 6389.165527
	Iteration 62Q: 3 clusters Score -4.153064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 387929 members 
Entering Unmasked Estep 
Score: -41530544.000000 Penalty: 6389.165527
	Iteration 63Q: 3 clusters Score -4.153054e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 387990 members 
Entering Unmasked Estep 
Score: -41530556.000000 Penalty: 6389.165527
	Iteration 64Q: 3 clusters Score -4.153056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 388053 members 
Entering Unmasked Estep 
Score: -41530560.000000 Penalty: 6389.165527
	Iteration 65Q: 3 clusters Score -4.153056e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 388110 members 
Entering Unmasked Estep 
Score: -41530488.000000 Penalty: 6389.165527
	Iteration 66Q: 3 clusters Score -4.153049e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 388154 members 
Entering Unmasked Estep 
Score: -41530452.000000 Penalty: 6389.165527
	Iteration 67Q: 3 clusters Score -4.153045e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 388215 members 
Entering Unmasked Estep 
Score: -41530372.000000 Penalty: 6389.165527
	Iteration 68Q: 3 clusters Score -4.153037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 388265 members 
Entering Unmasked Estep 
Score: -41530352.000000 Penalty: 6389.165527
	Iteration 69Q: 3 clusters Score -4.153035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 388315 members 
Entering Unmasked Estep 
Score: -41530296.000000 Penalty: 6389.165527
	Iteration 70Q: 3 clusters Score -4.15303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 388362 members 
Entering Unmasked Estep 
Score: -41530312.000000 Penalty: 6389.165527
	Iteration 71Q: 3 clusters Score -4.153031e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 388402 members 
Entering Unmasked Estep 
Score: -41530340.000000 Penalty: 6389.165527
	Iteration 72Q: 3 clusters Score -4.153034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 388450 members 
Entering Unmasked Estep 
Score: -41530288.000000 Penalty: 6389.165527
	Iteration 73Q: 3 clusters Score -4.153029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 388494 members 
Entering Unmasked Estep 
Score: -41530236.000000 Penalty: 6389.165527
	Iteration 74Q: 3 clusters Score -4.153024e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 388535 members 
Entering Unmasked Estep 
Score: -41530240.000000 Penalty: 6389.165527
	Iteration 75Q: 3 clusters Score -4.153024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 388575 members 
Entering Unmasked Estep 
Score: -41530212.000000 Penalty: 6389.165527
	Iteration 76Q: 3 clusters Score -4.153021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 388611 members 
Entering Unmasked Estep 
Score: -41530136.000000 Penalty: 6389.165527
	Iteration 77Q: 3 clusters Score -4.153014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 388642 members 
Entering Unmasked Estep 
Score: -41530108.000000 Penalty: 6389.165527
	Iteration 78Q: 3 clusters Score -4.153011e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 388682 members 
Entering Unmasked Estep 
Score: -41530072.000000 Penalty: 6389.165527
	Iteration 79Q: 3 clusters Score -4.153007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 388723 members 
Entering Unmasked Estep 
Score: -41530108.000000 Penalty: 6389.165527
	Iteration 80F: 3 clusters Score -4.153011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 388749 members 
Entering Unmasked Estep 
Score: -41530108.000000 Penalty: 6389.165527
	Iteration 81Q: 3 clusters Score -4.153011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 388775 members 
Entering Unmasked Estep 
Score: -41530080.000000 Penalty: 6389.165527
	Iteration 82Q: 3 clusters Score -4.153008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 388799 members 
Entering Unmasked Estep 
Score: -41530068.000000 Penalty: 6389.165527
	Iteration 83Q: 3 clusters Score -4.153007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 388824 members 
Entering Unmasked Estep 
Score: -41530068.000000 Penalty: 6389.165527
	Iteration 84Q: 3 clusters Score -4.153007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 388852 members 
Entering Unmasked Estep 
Score: -41530028.000000 Penalty: 6389.165527
	Iteration 85Q: 3 clusters Score -4.153003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 388880 members 
Entering Unmasked Estep 
Score: -41530004.000000 Penalty: 6389.165527
	Iteration 86Q: 3 clusters Score -4.153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 388898 members 
Entering Unmasked Estep 
Score: -41530016.000000 Penalty: 6389.165527
	Iteration 87Q: 3 clusters Score -4.153002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 388918 members 
Entering Unmasked Estep 
Score: -41529988.000000 Penalty: 6389.165527
	Iteration 88Q: 3 clusters Score -4.152999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 388937 members 
Entering Unmasked Estep 
Score: -41529984.000000 Penalty: 6389.165527
	Iteration 89Q: 3 clusters Score -4.152998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 388957 members 
Entering Unmasked Estep 
Score: -41530000.000000 Penalty: 6389.165527
	Iteration 90Q: 3 clusters Score -4.153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 388980 members 
Entering Unmasked Estep 
Score: -41529984.000000 Penalty: 6389.165527
	Iteration 91Q: 3 clusters Score -4.152998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 389004 members 
Entering Unmasked Estep 
Score: -41529968.000000 Penalty: 6389.165527
	Iteration 92Q: 3 clusters Score -4.152997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 389031 members 
Entering Unmasked Estep 
Score: -41529960.000000 Penalty: 6389.165527
	Iteration 93Q: 3 clusters Score -4.152996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 389051 members 
Entering Unmasked Estep 
Score: -41529972.000000 Penalty: 6389.165527
	Iteration 94Q: 3 clusters Score -4.152997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 389067 members 
Entering Unmasked Estep 
Score: -41529968.000000 Penalty: 6389.165527
	Iteration 95Q: 3 clusters Score -4.152997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 389082 members 
Entering Unmasked Estep 
Score: -41529960.000000 Penalty: 6389.165527
	Iteration 96Q: 3 clusters Score -4.152996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 389098 members 
Entering Unmasked Estep 
Score: -41529968.000000 Penalty: 6389.165527
	Iteration 97Q: 3 clusters Score -4.152997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 389121 members 
Entering Unmasked Estep 
Score: -41529984.000000 Penalty: 6389.165527
	Iteration 98Q: 3 clusters Score -4.152998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 389140 members 
Entering Unmasked Estep 
Score: -41529988.000000 Penalty: 6389.165527
	Iteration 99Q: 3 clusters Score -4.152999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 389160 members 
Entering Unmasked Estep 
Score: -41529968.000000 Penalty: 6389.165527
	Iteration 100F: 3 clusters Score -4.152997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 389181 members 
Entering Unmasked Estep 
Score: -41529976.000000 Penalty: 6389.165527
	Iteration 101Q: 3 clusters Score -4.152998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 389197 members 
Entering Unmasked Estep 
Score: -41529972.000000 Penalty: 6389.165527
	Iteration 102Q: 3 clusters Score -4.152997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 389207 members 
Entering Unmasked Estep 
Score: -41529944.000000 Penalty: 6389.165527
	Iteration 103Q: 3 clusters Score -4.152994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 389220 members 
Entering Unmasked Estep 
Score: -41529944.000000 Penalty: 6389.165527
	Iteration 104Q: 3 clusters Score -4.152994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 389227 members 
Entering Unmasked Estep 
Score: -41529932.000000 Penalty: 6389.165527
	Iteration 105Q: 3 clusters Score -4.152993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 389234 members 
Entering Unmasked Estep 
Score: -41529956.000000 Penalty: 6389.165527
	Iteration 106Q: 3 clusters Score -4.152996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 389241 members 
Entering Unmasked Estep 
Score: -41529964.000000 Penalty: 6389.165527
	Iteration 107Q: 3 clusters Score -4.152996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 389253 members 
Entering Unmasked Estep 
Score: -41529956.000000 Penalty: 6389.165527
	Iteration 108Q: 3 clusters Score -4.152996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 389262 members 
Entering Unmasked Estep 
Score: -41529968.000000 Penalty: 6389.165527
	Iteration 109Q: 3 clusters Score -4.152997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 389267 members 
Entering Unmasked Estep 
Score: -41529960.000000 Penalty: 6389.165527
	Iteration 110Q: 3 clusters Score -4.152996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 389275 members 
Entering Unmasked Estep 
Score: -41529980.000000 Penalty: 6389.165527
	Iteration 111Q: 3 clusters Score -4.152998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 389288 members 
Entering Unmasked Estep 
Score: -41529944.000000 Penalty: 6389.165527
	Iteration 112Q: 3 clusters Score -4.152994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 389296 members 
Entering Unmasked Estep 
Score: -41529940.000000 Penalty: 6389.165527
	Iteration 113Q: 3 clusters Score -4.152994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 389303 members 
Entering Unmasked Estep 
Score: -41529952.000000 Penalty: 6389.165527
	Iteration 114Q: 3 clusters Score -4.152995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 389311 members 
Entering Unmasked Estep 
Score: -41529944.000000 Penalty: 6389.165527
	Iteration 115Q: 3 clusters Score -4.152994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 389324 members 
Entering Unmasked Estep 
Score: -41529928.000000 Penalty: 6389.165527
	Iteration 116Q: 3 clusters Score -4.152993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 389338 members 
Entering Unmasked Estep 
Score: -41529924.000000 Penalty: 6389.165527
	Iteration 117Q: 3 clusters Score -4.152992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 389354 members 
Entering Unmasked Estep 
Score: -41529928.000000 Penalty: 6389.165527
	Iteration 118Q: 3 clusters Score -4.152993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 389370 members 
Entering Unmasked Estep 
Score: -41529880.000000 Penalty: 6389.165527
	Iteration 119Q: 3 clusters Score -4.152988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 389385 members 
Entering Unmasked Estep 
Score: -41529872.000000 Penalty: 6389.165527
	Iteration 120F: 3 clusters Score -4.152987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 389398 members 
Entering Unmasked Estep 
Score: -41529852.000000 Penalty: 6389.165527
	Iteration 121Q: 3 clusters Score -4.152985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 389414 members 
Entering Unmasked Estep 
Score: -41529872.000000 Penalty: 6389.165527
	Iteration 122Q: 3 clusters Score -4.152987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 389432 members 
Entering Unmasked Estep 
Score: -41529836.000000 Penalty: 6389.165527
	Iteration 123Q: 3 clusters Score -4.152984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 389455 members 
Entering Unmasked Estep 
Score: -41529836.000000 Penalty: 6389.165527
	Iteration 124Q: 3 clusters Score -4.152984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 389470 members 
Entering Unmasked Estep 
Score: -41529820.000000 Penalty: 6389.165527
	Iteration 125Q: 3 clusters Score -4.152982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 389481 members 
Entering Unmasked Estep 
Score: -41529824.000000 Penalty: 6389.165527
	Iteration 126Q: 3 clusters Score -4.152982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 389494 members 
Entering Unmasked Estep 
Score: -41529824.000000 Penalty: 6389.165527
	Iteration 127Q: 3 clusters Score -4.152982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 389505 members 
Entering Unmasked Estep 
Score: -41529860.000000 Penalty: 6389.165527
	Iteration 128Q: 3 clusters Score -4.152986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 389512 members 
Entering Unmasked Estep 
Score: -41529864.000000 Penalty: 6389.165527
	Iteration 129Q: 3 clusters Score -4.152986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 389519 members 
Entering Unmasked Estep 
Score: -41529868.000000 Penalty: 6389.165527
	Iteration 130Q: 3 clusters Score -4.152987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 389528 members 
Entering Unmasked Estep 
Score: -41529840.000000 Penalty: 6389.165527
	Iteration 131Q: 3 clusters Score -4.152984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 389535 members 
Entering Unmasked Estep 
Score: -41529860.000000 Penalty: 6389.165527
	Iteration 132Q: 3 clusters Score -4.152986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 389540 members 
Entering Unmasked Estep 
Score: -41529840.000000 Penalty: 6389.165527
	Iteration 133Q: 3 clusters Score -4.152984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 389544 members 
Entering Unmasked Estep 
Score: -41529856.000000 Penalty: 6389.165527
	Iteration 134Q: 3 clusters Score -4.152986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 389546 members 
Entering Unmasked Estep 
Score: -41529856.000000 Penalty: 6389.165527
	Iteration 135Q: 3 clusters Score -4.152986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 389551 members 
Entering Unmasked Estep 
Score: -41529872.000000 Penalty: 6389.165527
	Iteration 136Q: 3 clusters Score -4.152987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 389558 members 
Entering Unmasked Estep 
Score: -41529856.000000 Penalty: 6389.165527
	Iteration 137Q: 3 clusters Score -4.152986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 389567 members 
Entering Unmasked Estep 
Score: -41529868.000000 Penalty: 6389.165527
	Iteration 138Q: 3 clusters Score -4.152987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 389572 members 
Entering Unmasked Estep 
Score: -41529840.000000 Penalty: 6389.165527
	Iteration 139Q: 3 clusters Score -4.152984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 389580 members 
Entering Unmasked Estep 
Score: -41529864.000000 Penalty: 6389.165527
	Iteration 140F: 3 clusters Score -4.152986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 389590 members 
Entering Unmasked Estep 
Score: -41529868.000000 Penalty: 6389.165527
	Iteration 141Q: 3 clusters Score -4.152987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 389600 members 
Entering Unmasked Estep 
Score: -41529876.000000 Penalty: 6389.165527
	Iteration 142Q: 3 clusters Score -4.152988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 389615 members 
Entering Unmasked Estep 
Score: -41529892.000000 Penalty: 6389.165527
	Iteration 143Q: 3 clusters Score -4.152989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 389626 members 
Entering Unmasked Estep 
Score: -41529884.000000 Penalty: 6389.165527
	Iteration 144Q: 3 clusters Score -4.152988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 389633 members 
Entering Unmasked Estep 
Score: -41529888.000000 Penalty: 6389.165527
	Iteration 145Q: 3 clusters Score -4.152989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 389643 members 
Entering Unmasked Estep 
Score: -41529852.000000 Penalty: 6389.165527
	Iteration 146Q: 3 clusters Score -4.152985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 389655 members 
Entering Unmasked Estep 
Score: -41529872.000000 Penalty: 6389.165527
	Iteration 147Q: 3 clusters Score -4.152987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 389673 members 
Entering Unmasked Estep 
Score: -41529800.000000 Penalty: 6389.165527
	Iteration 148Q: 3 clusters Score -4.15298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 389686 members 
Entering Unmasked Estep 
Score: -41529776.000000 Penalty: 6389.165527
	Iteration 149Q: 3 clusters Score -4.152978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 389705 members 
Entering Unmasked Estep 
Score: -41529804.000000 Penalty: 6389.165527
	Iteration 150Q: 3 clusters Score -4.15298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 389719 members 
Entering Unmasked Estep 
Score: -41529800.000000 Penalty: 6389.165527
	Iteration 151Q: 3 clusters Score -4.15298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 389731 members 
Entering Unmasked Estep 
Score: -41529800.000000 Penalty: 6389.165527
	Iteration 152Q: 3 clusters Score -4.15298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 389739 members 
Entering Unmasked Estep 
Score: -41529780.000000 Penalty: 6389.165527
	Iteration 153Q: 3 clusters Score -4.152978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 389746 members 
Entering Unmasked Estep 
Score: -41529744.000000 Penalty: 6389.165527
	Iteration 154Q: 3 clusters Score -4.152974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 389754 members 
Entering Unmasked Estep 
Score: -41529744.000000 Penalty: 6389.165527
	Iteration 155Q: 3 clusters Score -4.152974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 389759 members 
Entering Unmasked Estep 
Score: -41529756.000000 Penalty: 6389.165527
	Iteration 156Q: 3 clusters Score -4.152976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 389761 members 
Entering Unmasked Estep 
Score: -41529760.000000 Penalty: 6389.165527
	Iteration 157Q: 3 clusters Score -4.152976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 389769 members 
Entering Unmasked Estep 
Score: -41529756.000000 Penalty: 6389.165527
	Iteration 158Q: 3 clusters Score -4.152976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 389779 members 
Entering Unmasked Estep 
Score: -41529752.000000 Penalty: 6389.165527
	Iteration 159Q: 3 clusters Score -4.152975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 389790 members 
Entering Unmasked Estep 
Score: -41529764.000000 Penalty: 6389.165527
	Iteration 160F: 3 clusters Score -4.152976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 389799 members 
Entering Unmasked Estep 
Score: -41529764.000000 Penalty: 6389.165527
	Iteration 161Q: 3 clusters Score -4.152976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 389805 members 
Entering Unmasked Estep 
Score: -41529772.000000 Penalty: 6389.165527
	Iteration 162Q: 3 clusters Score -4.152977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 389809 members 
Entering Unmasked Estep 
Score: -41529748.000000 Penalty: 6389.165527
	Iteration 163Q: 3 clusters Score -4.152975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 389811 members 
Entering Unmasked Estep 
Score: -41529756.000000 Penalty: 6389.165527
	Iteration 164Q: 3 clusters Score -4.152976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 389815 members 
Entering Unmasked Estep 
Score: -41529764.000000 Penalty: 6389.165527
	Iteration 165Q: 3 clusters Score -4.152976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 389816 members 
Entering Unmasked Estep 
Score: -41529776.000000 Penalty: 6389.165527
	Iteration 166Q: 3 clusters Score -4.152978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 389821 members 
Entering Unmasked Estep 
Score: -41529772.000000 Penalty: 6389.165527
	Iteration 167Q: 3 clusters Score -4.152977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 389829 members 
Entering Unmasked Estep 
Score: -41529792.000000 Penalty: 6389.165527
	Iteration 168Q: 3 clusters Score -4.152979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 389833 members 
Entering Unmasked Estep 
Score: -41529776.000000 Penalty: 6389.165527
	Iteration 169Q: 3 clusters Score -4.152978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 389842 members 
Entering Unmasked Estep 
Score: -41529796.000000 Penalty: 6389.165527
	Iteration 170Q: 3 clusters Score -4.15298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 389846 members 
Entering Unmasked Estep 
Score: -41529796.000000 Penalty: 6389.165527
	Iteration 171Q: 3 clusters Score -4.15298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 389850 members 
Entering Unmasked Estep 
Score: -41529832.000000 Penalty: 6389.165527
	Iteration 172Q: 3 clusters Score -4.152983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 389854 members 
Entering Unmasked Estep 
Score: -41529788.000000 Penalty: 6389.165527
	Iteration 173Q: 3 clusters Score -4.152979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 389856 members 
Entering Unmasked Estep 
Score: -41529804.000000 Penalty: 6389.165527
	Iteration 174Q: 3 clusters Score -4.15298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 389858 members 
Entering Unmasked Estep 
Score: -41529804.000000 Penalty: 6389.165527
	Iteration 175Q: 3 clusters Score -4.15298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 389861 members 
Entering Unmasked Estep 
Score: -41529772.000000 Penalty: 6389.165527
	Iteration 176Q: 3 clusters Score -4.152977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 389860 members 
Entering Unmasked Estep 
Score: -41529776.000000 Penalty: 6389.165527
	Iteration 177Q: 3 clusters Score -4.152978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 389860 members 
Entering Unmasked Estep 
Score: -41529776.000000 Penalty: 6389.165527
	Iteration 178Q: 3 clusters Score -4.152978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 389862 members 
Entering Unmasked Estep 
Score: -41529796.000000 Penalty: 6389.165527
	Iteration 179Q: 3 clusters Score -4.15298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 389866 members 
Entering Unmasked Estep 
Score: -41529768.000000 Penalty: 6389.165527
	Iteration 180F: 3 clusters Score -4.152977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 389868 members 
Entering Unmasked Estep 
Score: -41529764.000000 Penalty: 6389.165527
	Iteration 181Q: 3 clusters Score -4.152976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 389869 members 
Entering Unmasked Estep 
Score: -41529772.000000 Penalty: 6389.165527
	Iteration 182Q: 3 clusters Score -4.152977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 389869 members 
Entering Unmasked Estep 
Score: -41529772.000000 Penalty: 6389.165527
	Iteration 183F: 3 clusters Score -4.152977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (322674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322674 members 
Entering Unmasked Estep 
Score: -34250012.000000 Penalty: 3145.730713
	Iteration 0F: 2 clusters Score -3.425001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 161331 members 
Entering Unmasked Estep 
Score: -34039460.000000 Penalty: 6291.461426
	Iteration 0F: 3 clusters Score -3.403946e+07 nChanged 156453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -34134020.000000 Penalty: 6291.461426
	Iteration 1F: 3 clusters Score -3.413402e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162092 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -34137516.000000 Penalty: 6291.461426
	Iteration 2Q: 3 clusters Score -3.413752e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 159073 members 
Entering Unmasked Estep 
Score: -34142172.000000 Penalty: 6291.461426
	Iteration 3Q: 3 clusters Score -3.414217e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -34149484.000000 Penalty: 6291.461426
	Iteration 4Q: 3 clusters Score -3.414948e+07 nChanged 18479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171087 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -34160348.000000 Penalty: 6291.461426
	Iteration 5F: 3 clusters Score -3.416035e+07 nChanged 22019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -34176472.000000 Penalty: 6291.461426
	Iteration 6F: 3 clusters Score -3.417647e+07 nChanged 24152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 137272 members 
Entering Unmasked Estep 
Score: -34196156.000000 Penalty: 6291.461426
	Iteration 7F: 3 clusters Score -3.419616e+07 nChanged 22091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192139 members 
Mstep: Class 2 contains 130535 members 
Entering Unmasked Estep 
Score: -34211804.000000 Penalty: 6291.461426
	Iteration 8F: 3 clusters Score -3.42118e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197125 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -34218840.000000 Penalty: 6291.461426
	Iteration 9Q: 3 clusters Score -3.421884e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201116 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -34221552.000000 Penalty: 6291.461426
	Iteration 10Q: 3 clusters Score -3.422155e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204741 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -34223292.000000 Penalty: 6291.461426
	Iteration 11Q: 3 clusters Score -3.422329e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208268 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -34224592.000000 Penalty: 6291.461426
	Iteration 12Q: 3 clusters Score -3.422459e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211535 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -34225884.000000 Penalty: 6291.461426
	Iteration 13Q: 3 clusters Score -3.422588e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214733 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -34226860.000000 Penalty: 6291.461426
	Iteration 14Q: 3 clusters Score -3.422686e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217807 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -34227852.000000 Penalty: 6291.461426
	Iteration 15Q: 3 clusters Score -3.422785e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -34228472.000000 Penalty: 6291.461426
	Iteration 16Q: 3 clusters Score -3.422847e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223363 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -34229180.000000 Penalty: 6291.461426
	Iteration 17Q: 3 clusters Score -3.422918e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226102 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -34229872.000000 Penalty: 6291.461426
	Iteration 18Q: 3 clusters Score -3.422987e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228842 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -34230488.000000 Penalty: 6291.461426
	Iteration 19Q: 3 clusters Score -3.423049e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231553 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -34231188.000000 Penalty: 6291.461426
	Iteration 20F: 3 clusters Score -3.423119e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234351 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -34231788.000000 Penalty: 6291.461426
	Iteration 21Q: 3 clusters Score -3.423179e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237063 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -34232212.000000 Penalty: 6291.461426
	Iteration 22Q: 3 clusters Score -3.423221e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239760 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -34232668.000000 Penalty: 6291.461426
	Iteration 23Q: 3 clusters Score -3.423267e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242446 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -34233180.000000 Penalty: 6291.461426
	Iteration 24Q: 3 clusters Score -3.423318e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245155 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -34233748.000000 Penalty: 6291.461426
	Iteration 25Q: 3 clusters Score -3.423375e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247899 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -34234212.000000 Penalty: 6291.461426
	Iteration 26Q: 3 clusters Score -3.423421e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250673 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -34234876.000000 Penalty: 6291.461426
	Iteration 27Q: 3 clusters Score -3.423488e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253500 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -34235480.000000 Penalty: 6291.461426
	Iteration 28Q: 3 clusters Score -3.423548e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256414 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -34236320.000000 Penalty: 6291.461426
	Iteration 29Q: 3 clusters Score -3.423632e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259318 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -34236956.000000 Penalty: 6291.461426
	Iteration 30Q: 3 clusters Score -3.423696e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262111 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -34237464.000000 Penalty: 6291.461426
	Iteration 31Q: 3 clusters Score -3.423746e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265048 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -34238256.000000 Penalty: 6291.461426
	Iteration 32Q: 3 clusters Score -3.423826e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267894 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -34239096.000000 Penalty: 6291.461426
	Iteration 33Q: 3 clusters Score -3.42391e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270747 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -34239660.000000 Penalty: 6291.461426
	Iteration 34Q: 3 clusters Score -3.423966e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273561 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -34240628.000000 Penalty: 6291.461426
	Iteration 35Q: 3 clusters Score -3.424063e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276341 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -34241416.000000 Penalty: 6291.461426
	Iteration 36Q: 3 clusters Score -3.424142e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279075 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -34242232.000000 Penalty: 6291.461426
	Iteration 37Q: 3 clusters Score -3.424223e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281729 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -34243016.000000 Penalty: 6291.461426
	Iteration 38Q: 3 clusters Score -3.424302e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284274 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -34243868.000000 Penalty: 6291.461426
	Iteration 39Q: 3 clusters Score -3.424387e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286708 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -34244568.000000 Penalty: 6291.461426
	Iteration 40F: 3 clusters Score -3.424457e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289089 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -34245244.000000 Penalty: 6291.461426
	Iteration 41Q: 3 clusters Score -3.424524e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291349 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -34245860.000000 Penalty: 6291.461426
	Iteration 42Q: 3 clusters Score -3.424586e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293413 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -34246420.000000 Penalty: 6291.461426
	Iteration 43Q: 3 clusters Score -3.424642e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295308 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -34246836.000000 Penalty: 6291.461426
	Iteration 44Q: 3 clusters Score -3.424684e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297088 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -34247268.000000 Penalty: 6291.461426
	Iteration 45Q: 3 clusters Score -3.424727e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298690 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -34247680.000000 Penalty: 6291.461426
	Iteration 46Q: 3 clusters Score -3.424768e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300183 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -34247936.000000 Penalty: 6291.461426
	Iteration 47Q: 3 clusters Score -3.424794e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301622 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -34248352.000000 Penalty: 6291.461426
	Iteration 48Q: 3 clusters Score -3.424835e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303001 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -34248632.000000 Penalty: 6291.461426
	Iteration 49Q: 3 clusters Score -3.424863e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304243 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -34248876.000000 Penalty: 6291.461426
	Iteration 50Q: 3 clusters Score -3.424888e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305377 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -34249104.000000 Penalty: 6291.461426
	Iteration 51Q: 3 clusters Score -3.42491e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306441 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -34249372.000000 Penalty: 6291.461426
	Iteration 52Q: 3 clusters Score -3.424937e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307432 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -34249548.000000 Penalty: 6291.461426
	Iteration 53Q: 3 clusters Score -3.424955e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308305 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -34249616.000000 Penalty: 6291.461426
	Iteration 54Q: 3 clusters Score -3.424962e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309053 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -34249752.000000 Penalty: 6291.461426
	Iteration 55Q: 3 clusters Score -3.424975e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309699 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -34249728.000000 Penalty: 6291.461426
	Iteration 56Q: 3 clusters Score -3.424973e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310230 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -34249836.000000 Penalty: 6291.461426
	Iteration 57Q: 3 clusters Score -3.424984e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310712 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -34249840.000000 Penalty: 6291.461426
	Iteration 58Q: 3 clusters Score -3.424984e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311151 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -34249920.000000 Penalty: 6291.461426
	Iteration 59Q: 3 clusters Score -3.424992e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311515 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -34249996.000000 Penalty: 6291.461426
	Iteration 60F: 3 clusters Score -3.425e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311841 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -34250032.000000 Penalty: 6291.461426
	Iteration 61Q: 3 clusters Score -3.425003e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312126 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -34250012.000000 Penalty: 6291.461426
	Iteration 62Q: 3 clusters Score -3.425001e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312416 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -34250064.000000 Penalty: 6291.461426
	Iteration 63Q: 3 clusters Score -3.425006e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312657 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -34250144.000000 Penalty: 6291.461426
	Iteration 64Q: 3 clusters Score -3.425014e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312882 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -34250128.000000 Penalty: 6291.461426
	Iteration 65Q: 3 clusters Score -3.425013e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313072 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -34250160.000000 Penalty: 6291.461426
	Iteration 66Q: 3 clusters Score -3.425016e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313243 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -34250148.000000 Penalty: 6291.461426
	Iteration 67Q: 3 clusters Score -3.425015e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313393 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -34250132.000000 Penalty: 6291.461426
	Iteration 68Q: 3 clusters Score -3.425013e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313538 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -34250196.000000 Penalty: 6291.461426
	Iteration 69Q: 3 clusters Score -3.42502e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313659 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -34250224.000000 Penalty: 6291.461426
	Iteration 70Q: 3 clusters Score -3.425022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313757 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -34250240.000000 Penalty: 6291.461426
	Iteration 71Q: 3 clusters Score -3.425024e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313853 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -34250220.000000 Penalty: 6291.461426
	Iteration 72Q: 3 clusters Score -3.425022e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313952 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -34250196.000000 Penalty: 6291.461426
	Iteration 73Q: 3 clusters Score -3.42502e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314048 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -34250248.000000 Penalty: 6291.461426
	Iteration 74Q: 3 clusters Score -3.425025e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314138 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -34250252.000000 Penalty: 6291.461426
	Iteration 75Q: 3 clusters Score -3.425025e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314229 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -34250264.000000 Penalty: 6291.461426
	Iteration 76Q: 3 clusters Score -3.425026e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314308 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -34250264.000000 Penalty: 6291.461426
	Iteration 77Q: 3 clusters Score -3.425026e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314388 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -34250324.000000 Penalty: 6291.461426
	Iteration 78Q: 3 clusters Score -3.425032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314455 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -34250320.000000 Penalty: 6291.461426
	Iteration 79Q: 3 clusters Score -3.425032e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314523 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -34250384.000000 Penalty: 6291.461426
	Iteration 80F: 3 clusters Score -3.425038e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314577 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -34250376.000000 Penalty: 6291.461426
	Iteration 81Q: 3 clusters Score -3.425038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314618 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -34250348.000000 Penalty: 6291.461426
	Iteration 82Q: 3 clusters Score -3.425035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314659 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -34250396.000000 Penalty: 6291.461426
	Iteration 83Q: 3 clusters Score -3.42504e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314702 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -34250400.000000 Penalty: 6291.461426
	Iteration 84Q: 3 clusters Score -3.42504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314744 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -34250428.000000 Penalty: 6291.461426
	Iteration 85Q: 3 clusters Score -3.425043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314761 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -34250428.000000 Penalty: 6291.461426
	Iteration 86Q: 3 clusters Score -3.425043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314782 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -34250424.000000 Penalty: 6291.461426
	Iteration 87Q: 3 clusters Score -3.425042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314795 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -34250424.000000 Penalty: 6291.461426
	Iteration 88Q: 3 clusters Score -3.425042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314810 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -34250420.000000 Penalty: 6291.461426
	Iteration 89Q: 3 clusters Score -3.425042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314821 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -34250444.000000 Penalty: 6291.461426
	Iteration 90Q: 3 clusters Score -3.425044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314837 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -34250424.000000 Penalty: 6291.461426
	Iteration 91Q: 3 clusters Score -3.425042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314855 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -34250444.000000 Penalty: 6291.461426
	Iteration 92Q: 3 clusters Score -3.425044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314865 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -34250452.000000 Penalty: 6291.461426
	Iteration 93Q: 3 clusters Score -3.425045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314872 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -34250440.000000 Penalty: 6291.461426
	Iteration 94Q: 3 clusters Score -3.425044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314878 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -34250432.000000 Penalty: 6291.461426
	Iteration 95Q: 3 clusters Score -3.425043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314887 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -34250424.000000 Penalty: 6291.461426
	Iteration 96Q: 3 clusters Score -3.425042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314901 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -34250416.000000 Penalty: 6291.461426
	Iteration 97Q: 3 clusters Score -3.425042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314916 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -34250436.000000 Penalty: 6291.461426
	Iteration 98Q: 3 clusters Score -3.425044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314930 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -34250456.000000 Penalty: 6291.461426
	Iteration 99Q: 3 clusters Score -3.425046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314946 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -34250432.000000 Penalty: 6291.461426
	Iteration 100F: 3 clusters Score -3.425043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314965 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -34250440.000000 Penalty: 6291.461426
	Iteration 101Q: 3 clusters Score -3.425044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314982 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -34250448.000000 Penalty: 6291.461426
	Iteration 102Q: 3 clusters Score -3.425045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315000 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -34250432.000000 Penalty: 6291.461426
	Iteration 103Q: 3 clusters Score -3.425043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315018 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -34250444.000000 Penalty: 6291.461426
	Iteration 104Q: 3 clusters Score -3.425044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315032 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -34250452.000000 Penalty: 6291.461426
	Iteration 105Q: 3 clusters Score -3.425045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315048 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -34250464.000000 Penalty: 6291.461426
	Iteration 106Q: 3 clusters Score -3.425046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315058 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -34250448.000000 Penalty: 6291.461426
	Iteration 107Q: 3 clusters Score -3.425045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315073 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -34250496.000000 Penalty: 6291.461426
	Iteration 108Q: 3 clusters Score -3.42505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315081 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -34250500.000000 Penalty: 6291.461426
	Iteration 109Q: 3 clusters Score -3.42505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315088 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -34250516.000000 Penalty: 6291.461426
	Iteration 110Q: 3 clusters Score -3.425052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315097 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -34250524.000000 Penalty: 6291.461426
	Iteration 111Q: 3 clusters Score -3.425052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315105 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -34250512.000000 Penalty: 6291.461426
	Iteration 112Q: 3 clusters Score -3.425051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315115 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -34250504.000000 Penalty: 6291.461426
	Iteration 113Q: 3 clusters Score -3.42505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315127 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -34250508.000000 Penalty: 6291.461426
	Iteration 114Q: 3 clusters Score -3.425051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315141 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -34250524.000000 Penalty: 6291.461426
	Iteration 115Q: 3 clusters Score -3.425052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315160 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -34250520.000000 Penalty: 6291.461426
	Iteration 116Q: 3 clusters Score -3.425052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315180 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -34250580.000000 Penalty: 6291.461426
	Iteration 117Q: 3 clusters Score -3.425058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315198 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -34250540.000000 Penalty: 6291.461426
	Iteration 118Q: 3 clusters Score -3.425054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315216 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -34250604.000000 Penalty: 6291.461426
	Iteration 119Q: 3 clusters Score -3.42506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315233 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -34250616.000000 Penalty: 6291.461426
	Iteration 120F: 3 clusters Score -3.425062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315246 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -34250612.000000 Penalty: 6291.461426
	Iteration 121Q: 3 clusters Score -3.425061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315258 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -34250596.000000 Penalty: 6291.461426
	Iteration 122Q: 3 clusters Score -3.42506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315265 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -34250588.000000 Penalty: 6291.461426
	Iteration 123Q: 3 clusters Score -3.425059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315277 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -34250600.000000 Penalty: 6291.461426
	Iteration 124Q: 3 clusters Score -3.42506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315282 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -34250604.000000 Penalty: 6291.461426
	Iteration 125Q: 3 clusters Score -3.42506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315291 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -34250612.000000 Penalty: 6291.461426
	Iteration 126Q: 3 clusters Score -3.425061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315298 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -34250616.000000 Penalty: 6291.461426
	Iteration 127Q: 3 clusters Score -3.425062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315307 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -34250600.000000 Penalty: 6291.461426
	Iteration 128Q: 3 clusters Score -3.42506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315312 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -34250632.000000 Penalty: 6291.461426
	Iteration 129Q: 3 clusters Score -3.425063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315320 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -34250628.000000 Penalty: 6291.461426
	Iteration 130Q: 3 clusters Score -3.425063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315325 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -34250652.000000 Penalty: 6291.461426
	Iteration 131Q: 3 clusters Score -3.425065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315328 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -34250644.000000 Penalty: 6291.461426
	Iteration 132Q: 3 clusters Score -3.425064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315331 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -34250660.000000 Penalty: 6291.461426
	Iteration 133Q: 3 clusters Score -3.425066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315331 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -34250660.000000 Penalty: 6291.461426
	Iteration 134F: 3 clusters Score -3.425066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 272187 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29971 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 392928 members 
Mstep: Class 7 contains 315331 members 
Mstep: Class 8 contains 301719 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 32372 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 87242 members 
Mstep: Class 17 contains 4052 members 
Entering Unmasked Estep 
Score: -158327136.000000 Penalty: 56493.468750
Splitting cluster 7 changes total score from -158326384.000000 to -158327136.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (301719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301719 members 
Entering Unmasked Estep 
Score: -32018480.000000 Penalty: 3129.078369
	Iteration 0F: 2 clusters Score -3.201848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -31824604.000000 Penalty: 6258.156738
	Iteration 0F: 3 clusters Score -3.18246e+07 nChanged 145912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149540 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -31910792.000000 Penalty: 6258.156738
	Iteration 1F: 3 clusters Score -3.191079e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -31913006.000000 Penalty: 6258.156738
	Iteration 2Q: 3 clusters Score -3.191301e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -31916556.000000 Penalty: 6258.156738
	Iteration 3Q: 3 clusters Score -3.191656e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 154546 members 
Entering Unmasked Estep 
Score: -31922062.000000 Penalty: 6258.156738
	Iteration 4Q: 3 clusters Score -3.192206e+07 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -31929122.000000 Penalty: 6258.156738
	Iteration 5Q: 3 clusters Score -3.192912e+07 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 154670 members 
Entering Unmasked Estep 
Score: -31938644.000000 Penalty: 6258.156738
	Iteration 6F: 3 clusters Score -3.193864e+07 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -31949792.000000 Penalty: 6258.156738
	Iteration 7F: 3 clusters Score -3.194979e+07 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150887 members 
Mstep: Class 2 contains 150832 members 
Entering Unmasked Estep 
Score: -31962426.000000 Penalty: 6258.156738
	Iteration 8F: 3 clusters Score -3.196243e+07 nChanged 18362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -31973046.000000 Penalty: 6258.156738
	Iteration 9F: 3 clusters Score -3.197305e+07 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155447 members 
Mstep: Class 2 contains 146272 members 
Entering Unmasked Estep 
Score: -31980870.000000 Penalty: 6258.156738
	Iteration 10F: 3 clusters Score -3.198087e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -31984668.000000 Penalty: 6258.156738
	Iteration 11Q: 3 clusters Score -3.198467e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 143388 members 
Entering Unmasked Estep 
Score: -31986252.000000 Penalty: 6258.156738
	Iteration 12Q: 3 clusters Score -3.198625e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -31987202.000000 Penalty: 6258.156738
	Iteration 13Q: 3 clusters Score -3.19872e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 140317 members 
Entering Unmasked Estep 
Score: -31987632.000000 Penalty: 6258.156738
	Iteration 14Q: 3 clusters Score -3.198763e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -31988082.000000 Penalty: 6258.156738
	Iteration 15Q: 3 clusters Score -3.198808e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 136306 members 
Entering Unmasked Estep 
Score: -31988488.000000 Penalty: 6258.156738
	Iteration 16Q: 3 clusters Score -3.198849e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167714 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -31989038.000000 Penalty: 6258.156738
	Iteration 17Q: 3 clusters Score -3.198904e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 131337 members 
Entering Unmasked Estep 
Score: -31989600.000000 Penalty: 6258.156738
	Iteration 18Q: 3 clusters Score -3.19896e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -31990196.000000 Penalty: 6258.156738
	Iteration 19Q: 3 clusters Score -3.19902e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -31990988.000000 Penalty: 6258.156738
	Iteration 20F: 3 clusters Score -3.199099e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179920 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -31991794.000000 Penalty: 6258.156738
	Iteration 21Q: 3 clusters Score -3.199179e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -31992560.000000 Penalty: 6258.156738
	Iteration 22Q: 3 clusters Score -3.199256e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187025 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -31993274.000000 Penalty: 6258.156738
	Iteration 23Q: 3 clusters Score -3.199327e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190672 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -31993928.000000 Penalty: 6258.156738
	Iteration 24Q: 3 clusters Score -3.199393e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194325 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -31994890.000000 Penalty: 6258.156738
	Iteration 25Q: 3 clusters Score -3.199489e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198098 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -31995360.000000 Penalty: 6258.156738
	Iteration 26Q: 3 clusters Score -3.199536e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -31996152.000000 Penalty: 6258.156738
	Iteration 27Q: 3 clusters Score -3.199615e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205595 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -31996796.000000 Penalty: 6258.156738
	Iteration 28Q: 3 clusters Score -3.19968e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209250 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -31997124.000000 Penalty: 6258.156738
	Iteration 29Q: 3 clusters Score -3.199712e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213051 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -31997448.000000 Penalty: 6258.156738
	Iteration 30Q: 3 clusters Score -3.199745e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216925 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -31997964.000000 Penalty: 6258.156738
	Iteration 31Q: 3 clusters Score -3.199796e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220827 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -31998512.000000 Penalty: 6258.156738
	Iteration 32Q: 3 clusters Score -3.199851e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224705 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -31999172.000000 Penalty: 6258.156738
	Iteration 33Q: 3 clusters Score -3.199917e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228523 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -31999908.000000 Penalty: 6258.156738
	Iteration 34Q: 3 clusters Score -3.199991e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232200 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -32000610.000000 Penalty: 6258.156738
	Iteration 35Q: 3 clusters Score -3.200061e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235901 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -32001298.000000 Penalty: 6258.156738
	Iteration 36Q: 3 clusters Score -3.20013e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239561 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -32002074.000000 Penalty: 6258.156738
	Iteration 37Q: 3 clusters Score -3.200207e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243126 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -32002892.000000 Penalty: 6258.156738
	Iteration 38Q: 3 clusters Score -3.200289e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246657 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -32003702.000000 Penalty: 6258.156738
	Iteration 39Q: 3 clusters Score -3.20037e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250116 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -32004676.000000 Penalty: 6258.156738
	Iteration 40F: 3 clusters Score -3.200468e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253639 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -32005614.000000 Penalty: 6258.156738
	Iteration 41Q: 3 clusters Score -3.200561e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256998 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -32006310.000000 Penalty: 6258.156738
	Iteration 42Q: 3 clusters Score -3.200631e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260265 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -32007144.000000 Penalty: 6258.156738
	Iteration 43Q: 3 clusters Score -3.200714e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263491 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -32008034.000000 Penalty: 6258.156738
	Iteration 44Q: 3 clusters Score -3.200803e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266581 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -32008796.000000 Penalty: 6258.156738
	Iteration 45Q: 3 clusters Score -3.20088e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269510 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -32009538.000000 Penalty: 6258.156738
	Iteration 46Q: 3 clusters Score -3.200954e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272361 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -32010534.000000 Penalty: 6258.156738
	Iteration 47Q: 3 clusters Score -3.201053e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274980 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -32011448.000000 Penalty: 6258.156738
	Iteration 48Q: 3 clusters Score -3.201145e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277451 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -32012216.000000 Penalty: 6258.156738
	Iteration 49Q: 3 clusters Score -3.201222e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279688 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -32012974.000000 Penalty: 6258.156738
	Iteration 50Q: 3 clusters Score -3.201297e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281744 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -32013678.000000 Penalty: 6258.156738
	Iteration 51Q: 3 clusters Score -3.201368e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283576 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -32014366.000000 Penalty: 6258.156738
	Iteration 52Q: 3 clusters Score -3.201437e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285217 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -32014814.000000 Penalty: 6258.156738
	Iteration 53Q: 3 clusters Score -3.201481e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286697 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -32015270.000000 Penalty: 6258.156738
	Iteration 54Q: 3 clusters Score -3.201527e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288008 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -32015534.000000 Penalty: 6258.156738
	Iteration 55Q: 3 clusters Score -3.201553e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289194 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -32015920.000000 Penalty: 6258.156738
	Iteration 56Q: 3 clusters Score -3.201592e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290242 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -32016124.000000 Penalty: 6258.156738
	Iteration 57Q: 3 clusters Score -3.201612e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291185 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -32016450.000000 Penalty: 6258.156738
	Iteration 58Q: 3 clusters Score -3.201645e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291997 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -32016594.000000 Penalty: 6258.156738
	Iteration 59Q: 3 clusters Score -3.201659e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292758 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -32016856.000000 Penalty: 6258.156738
	Iteration 60F: 3 clusters Score -3.201686e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293419 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -32017022.000000 Penalty: 6258.156738
	Iteration 61Q: 3 clusters Score -3.201702e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293968 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -32017276.000000 Penalty: 6258.156738
	Iteration 62Q: 3 clusters Score -3.201728e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294430 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -32017394.000000 Penalty: 6258.156738
	Iteration 63Q: 3 clusters Score -3.201739e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294835 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -32017550.000000 Penalty: 6258.156738
	Iteration 64Q: 3 clusters Score -3.201755e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295173 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -32017564.000000 Penalty: 6258.156738
	Iteration 65Q: 3 clusters Score -3.201756e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295456 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -32017560.000000 Penalty: 6258.156738
	Iteration 66Q: 3 clusters Score -3.201756e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295714 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -32017590.000000 Penalty: 6258.156738
	Iteration 67Q: 3 clusters Score -3.201759e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295942 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -32017676.000000 Penalty: 6258.156738
	Iteration 68Q: 3 clusters Score -3.201768e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296138 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -32017642.000000 Penalty: 6258.156738
	Iteration 69Q: 3 clusters Score -3.201764e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296321 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -32017646.000000 Penalty: 6258.156738
	Iteration 70Q: 3 clusters Score -3.201765e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296454 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -32017668.000000 Penalty: 6258.156738
	Iteration 71Q: 3 clusters Score -3.201767e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296564 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -32017684.000000 Penalty: 6258.156738
	Iteration 72Q: 3 clusters Score -3.201768e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296656 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -32017672.000000 Penalty: 6258.156738
	Iteration 73Q: 3 clusters Score -3.201767e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296727 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -32017680.000000 Penalty: 6258.156738
	Iteration 74Q: 3 clusters Score -3.201768e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296785 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -32017706.000000 Penalty: 6258.156738
	Iteration 75Q: 3 clusters Score -3.201771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296824 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -32017706.000000 Penalty: 6258.156738
	Iteration 76Q: 3 clusters Score -3.201771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296863 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -32017706.000000 Penalty: 6258.156738
	Iteration 77Q: 3 clusters Score -3.201771e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296899 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -32017724.000000 Penalty: 6258.156738
	Iteration 78Q: 3 clusters Score -3.201772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296932 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -32017738.000000 Penalty: 6258.156738
	Iteration 79Q: 3 clusters Score -3.201774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296970 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -32017732.000000 Penalty: 6258.156738
	Iteration 80F: 3 clusters Score -3.201773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297004 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -32017710.000000 Penalty: 6258.156738
	Iteration 81Q: 3 clusters Score -3.201771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297029 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -32017710.000000 Penalty: 6258.156738
	Iteration 82Q: 3 clusters Score -3.201771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297059 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -32017708.000000 Penalty: 6258.156738
	Iteration 83Q: 3 clusters Score -3.201771e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297089 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -32017712.000000 Penalty: 6258.156738
	Iteration 84Q: 3 clusters Score -3.201771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297110 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -32017712.000000 Penalty: 6258.156738
	Iteration 85Q: 3 clusters Score -3.201771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297130 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -32017720.000000 Penalty: 6258.156738
	Iteration 86Q: 3 clusters Score -3.201772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297149 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -32017722.000000 Penalty: 6258.156738
	Iteration 87Q: 3 clusters Score -3.201772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297171 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -32017742.000000 Penalty: 6258.156738
	Iteration 88Q: 3 clusters Score -3.201774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297197 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -32017742.000000 Penalty: 6258.156738
	Iteration 89Q: 3 clusters Score -3.201774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297229 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -32017766.000000 Penalty: 6258.156738
	Iteration 90Q: 3 clusters Score -3.201777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297256 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -32017796.000000 Penalty: 6258.156738
	Iteration 91Q: 3 clusters Score -3.20178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297283 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -32017780.000000 Penalty: 6258.156738
	Iteration 92Q: 3 clusters Score -3.201778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297308 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -32017766.000000 Penalty: 6258.156738
	Iteration 93Q: 3 clusters Score -3.201777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297324 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -32017772.000000 Penalty: 6258.156738
	Iteration 94Q: 3 clusters Score -3.201777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297337 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -32017778.000000 Penalty: 6258.156738
	Iteration 95Q: 3 clusters Score -3.201778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297355 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -32017756.000000 Penalty: 6258.156738
	Iteration 96Q: 3 clusters Score -3.201776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297366 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -32017722.000000 Penalty: 6258.156738
	Iteration 97Q: 3 clusters Score -3.201772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297383 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -32017736.000000 Penalty: 6258.156738
	Iteration 98Q: 3 clusters Score -3.201774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297399 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -32017736.000000 Penalty: 6258.156738
	Iteration 99Q: 3 clusters Score -3.201774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297408 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -32017738.000000 Penalty: 6258.156738
	Iteration 100F: 3 clusters Score -3.201774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297420 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -32017750.000000 Penalty: 6258.156738
	Iteration 101Q: 3 clusters Score -3.201775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297439 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -32017748.000000 Penalty: 6258.156738
	Iteration 102Q: 3 clusters Score -3.201775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297451 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -32017770.000000 Penalty: 6258.156738
	Iteration 103Q: 3 clusters Score -3.201777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297468 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -32017772.000000 Penalty: 6258.156738
	Iteration 104Q: 3 clusters Score -3.201777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297487 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -32017778.000000 Penalty: 6258.156738
	Iteration 105Q: 3 clusters Score -3.201778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297502 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -32017786.000000 Penalty: 6258.156738
	Iteration 106Q: 3 clusters Score -3.201779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297517 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -32017784.000000 Penalty: 6258.156738
	Iteration 107Q: 3 clusters Score -3.201778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297535 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -32017798.000000 Penalty: 6258.156738
	Iteration 108Q: 3 clusters Score -3.20178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297555 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -32017800.000000 Penalty: 6258.156738
	Iteration 109Q: 3 clusters Score -3.20178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297565 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -32017778.000000 Penalty: 6258.156738
	Iteration 110Q: 3 clusters Score -3.201778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297577 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -32017794.000000 Penalty: 6258.156738
	Iteration 111Q: 3 clusters Score -3.201779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297584 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -32017760.000000 Penalty: 6258.156738
	Iteration 112Q: 3 clusters Score -3.201776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297591 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -32017786.000000 Penalty: 6258.156738
	Iteration 113Q: 3 clusters Score -3.201779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297600 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -32017760.000000 Penalty: 6258.156738
	Iteration 114Q: 3 clusters Score -3.201776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297606 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -32017756.000000 Penalty: 6258.156738
	Iteration 115Q: 3 clusters Score -3.201776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297612 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -32017756.000000 Penalty: 6258.156738
	Iteration 116Q: 3 clusters Score -3.201776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297619 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -32017744.000000 Penalty: 6258.156738
	Iteration 117Q: 3 clusters Score -3.201774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297623 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -32017744.000000 Penalty: 6258.156738
	Iteration 118Q: 3 clusters Score -3.201774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297625 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -32017752.000000 Penalty: 6258.156738
	Iteration 119Q: 3 clusters Score -3.201775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297628 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -32017750.000000 Penalty: 6258.156738
	Iteration 120F: 3 clusters Score -3.201775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297633 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -32017732.000000 Penalty: 6258.156738
	Iteration 121Q: 3 clusters Score -3.201773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297638 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -32017756.000000 Penalty: 6258.156738
	Iteration 122Q: 3 clusters Score -3.201776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297642 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -32017742.000000 Penalty: 6258.156738
	Iteration 123Q: 3 clusters Score -3.201774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297645 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -32017752.000000 Penalty: 6258.156738
	Iteration 124Q: 3 clusters Score -3.201775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297655 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -32017764.000000 Penalty: 6258.156738
	Iteration 125Q: 3 clusters Score -3.201776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297663 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -32017772.000000 Penalty: 6258.156738
	Iteration 126Q: 3 clusters Score -3.201777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297669 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -32017766.000000 Penalty: 6258.156738
	Iteration 127Q: 3 clusters Score -3.201777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297676 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -32017766.000000 Penalty: 6258.156738
	Iteration 128Q: 3 clusters Score -3.201777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297684 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -32017772.000000 Penalty: 6258.156738
	Iteration 129Q: 3 clusters Score -3.201777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297690 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -32017782.000000 Penalty: 6258.156738
	Iteration 130Q: 3 clusters Score -3.201778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297699 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -32017756.000000 Penalty: 6258.156738
	Iteration 131Q: 3 clusters Score -3.201776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297704 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -32017764.000000 Penalty: 6258.156738
	Iteration 132Q: 3 clusters Score -3.201776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297710 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -32017760.000000 Penalty: 6258.156738
	Iteration 133Q: 3 clusters Score -3.201776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297715 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -32017768.000000 Penalty: 6258.156738
	Iteration 134Q: 3 clusters Score -3.201777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297718 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -32017780.000000 Penalty: 6258.156738
	Iteration 135Q: 3 clusters Score -3.201778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297721 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -32017774.000000 Penalty: 6258.156738
	Iteration 136Q: 3 clusters Score -3.201777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297724 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -32017780.000000 Penalty: 6258.156738
	Iteration 137Q: 3 clusters Score -3.201778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297729 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -32017782.000000 Penalty: 6258.156738
	Iteration 138Q: 3 clusters Score -3.201778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297737 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -32017786.000000 Penalty: 6258.156738
	Iteration 139Q: 3 clusters Score -3.201779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297743 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -32017784.000000 Penalty: 6258.156738
	Iteration 140F: 3 clusters Score -3.201778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297749 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -32017774.000000 Penalty: 6258.156738
	Iteration 141Q: 3 clusters Score -3.201777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297761 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -32017798.000000 Penalty: 6258.156738
	Iteration 142Q: 3 clusters Score -3.20178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297774 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -32017814.000000 Penalty: 6258.156738
	Iteration 143Q: 3 clusters Score -3.201781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297783 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -32017784.000000 Penalty: 6258.156738
	Iteration 144Q: 3 clusters Score -3.201778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297792 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -32017776.000000 Penalty: 6258.156738
	Iteration 145Q: 3 clusters Score -3.201778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297798 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -32017802.000000 Penalty: 6258.156738
	Iteration 146Q: 3 clusters Score -3.20178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297811 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -32017784.000000 Penalty: 6258.156738
	Iteration 147Q: 3 clusters Score -3.201778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297816 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -32017762.000000 Penalty: 6258.156738
	Iteration 148Q: 3 clusters Score -3.201776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297821 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -32017778.000000 Penalty: 6258.156738
	Iteration 149Q: 3 clusters Score -3.201778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297827 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -32017770.000000 Penalty: 6258.156738
	Iteration 150Q: 3 clusters Score -3.201777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297831 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -32017760.000000 Penalty: 6258.156738
	Iteration 151Q: 3 clusters Score -3.201776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297836 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -32017752.000000 Penalty: 6258.156738
	Iteration 152Q: 3 clusters Score -3.201775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297844 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -32017768.000000 Penalty: 6258.156738
	Iteration 153Q: 3 clusters Score -3.201777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297848 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -32017764.000000 Penalty: 6258.156738
	Iteration 154Q: 3 clusters Score -3.201776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297853 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -32017770.000000 Penalty: 6258.156738
	Iteration 155Q: 3 clusters Score -3.201777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297862 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -32017758.000000 Penalty: 6258.156738
	Iteration 156Q: 3 clusters Score -3.201776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297869 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -32017772.000000 Penalty: 6258.156738
	Iteration 157Q: 3 clusters Score -3.201777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297871 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -32017780.000000 Penalty: 6258.156738
	Iteration 158Q: 3 clusters Score -3.201778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297872 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -32017768.000000 Penalty: 6258.156738
	Iteration 159Q: 3 clusters Score -3.201777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297873 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -32017758.000000 Penalty: 6258.156738
	Iteration 160F: 3 clusters Score -3.201776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297875 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -32017744.000000 Penalty: 6258.156738
	Iteration 161Q: 3 clusters Score -3.201774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297876 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -32017744.000000 Penalty: 6258.156738
	Iteration 162Q: 3 clusters Score -3.201774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297876 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -32017744.000000 Penalty: 6258.156738
	Iteration 163F: 3 clusters Score -3.201774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42014.894531 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42014.89 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42213.566406 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42213.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42274.347656 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42274.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42291.792969 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42291.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42301.898438 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42305.859375 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42305.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42320.933594 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42320.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42331.203125 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42342.488281 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -42342.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42350.687500 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -42350.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42356.929688 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -42356.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42364.660156 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -42364.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42381.394531 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -42381.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42400.734375 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -42400.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42420.226562 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -42420.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42441.910156 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -42441.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42450.031250 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -42450.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42454.679688 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -42454.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42462.910156 Penalty: 3048.579346
	Iteration 18Q: 3 clusters Score -42462.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42463.468750 Penalty: 3048.579346
	Iteration 19Q: 3 clusters Score -42463.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42464.789062 Penalty: 3048.579346
	Iteration 20F: 3 clusters Score -42464.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -203224.953125 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -203225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -200483.640625 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -200483.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -202195.859375 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -202195.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -203871.875000 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -203871.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -205266.703125 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -205266.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -205977.968750 Penalty: 3867.252686
	Iteration 4F: 3 clusters Score -205978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -206471.875000 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -206471.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -206697.203125 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -206697.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206826.875000 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -206826.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -206875.843750 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -206875.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206898.609375 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -206898.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206919.906250 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -206919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206949.390625 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -206949.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206999.156250 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -206999.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -207125.953125 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -207126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -207185.250000 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -207185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -207193.640625 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -207193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -207195.750000 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -207195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -207195.750000 Penalty: 3867.252686
	Iteration 17F: 3 clusters Score -207195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 272187 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29971 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 392928 members 
Mstep: Class 7 contains 315331 members 
Mstep: Class 8 contains 301719 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 32372 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 87242 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 4052 members 
Entering Unmasked Estep 
Score: -158329808.000000 Penalty: 60024.312500
Splitting cluster 10 changes total score from -158326384.000000 to -158329808.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 11 (32372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Entering Unmasked Estep 
Score: -3155902.000000 Penalty: 2575.492188
	Iteration 0F: 2 clusters Score -3155902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3133886.250000 Penalty: 5150.984375
	Iteration 0F: 3 clusters Score -3133886 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3141793.500000 Penalty: 5150.984375
	Iteration 1F: 3 clusters Score -3141794 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3142349.250000 Penalty: 5150.984375
	Iteration 2Q: 3 clusters Score -3142349 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3142905.750000 Penalty: 5150.984375
	Iteration 3Q: 3 clusters Score -3142906 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3143444.000000 Penalty: 5150.984375
	Iteration 4Q: 3 clusters Score -3143444 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3144089.000000 Penalty: 5150.984375
	Iteration 5Q: 3 clusters Score -3144089 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3144897.500000 Penalty: 5150.984375
	Iteration 6Q: 3 clusters Score -3144898 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3145878.250000 Penalty: 5150.984375
	Iteration 7F: 3 clusters Score -3145878 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3146999.750000 Penalty: 5150.984375
	Iteration 8F: 3 clusters Score -3147000 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3148180.000000 Penalty: 5150.984375
	Iteration 9F: 3 clusters Score -3148180 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3149187.500000 Penalty: 5150.984375
	Iteration 10Q: 3 clusters Score -3149188 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3149992.250000 Penalty: 5150.984375
	Iteration 11Q: 3 clusters Score -3149992 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3150533.000000 Penalty: 5150.984375
	Iteration 12Q: 3 clusters Score -3150533 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3150880.500000 Penalty: 5150.984375
	Iteration 13Q: 3 clusters Score -3150880 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3151120.000000 Penalty: 5150.984375
	Iteration 14Q: 3 clusters Score -3151120 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3151284.000000 Penalty: 5150.984375
	Iteration 15Q: 3 clusters Score -3151284 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3151405.250000 Penalty: 5150.984375
	Iteration 16Q: 3 clusters Score -3151405 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3151500.500000 Penalty: 5150.984375
	Iteration 17Q: 3 clusters Score -3151500 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3151606.500000 Penalty: 5150.984375
	Iteration 18Q: 3 clusters Score -3151606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3151711.000000 Penalty: 5150.984375
	Iteration 19Q: 3 clusters Score -3151711 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3151828.000000 Penalty: 5150.984375
	Iteration 20F: 3 clusters Score -3151828 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3151933.750000 Penalty: 5150.984375
	Iteration 21Q: 3 clusters Score -3151934 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3152016.500000 Penalty: 5150.984375
	Iteration 22Q: 3 clusters Score -3152016 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3152098.250000 Penalty: 5150.984375
	Iteration 23Q: 3 clusters Score -3152098 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3152188.000000 Penalty: 5150.984375
	Iteration 24Q: 3 clusters Score -3152188 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3152285.750000 Penalty: 5150.984375
	Iteration 25Q: 3 clusters Score -3152286 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3152402.750000 Penalty: 5150.984375
	Iteration 26Q: 3 clusters Score -3152403 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3152514.250000 Penalty: 5150.984375
	Iteration 27Q: 3 clusters Score -3152514 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3152626.750000 Penalty: 5150.984375
	Iteration 28Q: 3 clusters Score -3152627 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3152708.750000 Penalty: 5150.984375
	Iteration 29Q: 3 clusters Score -3152709 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3152823.000000 Penalty: 5150.984375
	Iteration 30Q: 3 clusters Score -3152823 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3152923.250000 Penalty: 5150.984375
	Iteration 31Q: 3 clusters Score -3152923 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3153025.000000 Penalty: 5150.984375
	Iteration 32Q: 3 clusters Score -3153025 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3153140.500000 Penalty: 5150.984375
	Iteration 33Q: 3 clusters Score -3153140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3153254.250000 Penalty: 5150.984375
	Iteration 34Q: 3 clusters Score -3153254 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3153341.000000 Penalty: 5150.984375
	Iteration 35Q: 3 clusters Score -3153341 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3153421.250000 Penalty: 5150.984375
	Iteration 36Q: 3 clusters Score -3153421 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3153502.250000 Penalty: 5150.984375
	Iteration 37Q: 3 clusters Score -3153502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3153573.000000 Penalty: 5150.984375
	Iteration 38Q: 3 clusters Score -3153573 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3153642.250000 Penalty: 5150.984375
	Iteration 39Q: 3 clusters Score -3153642 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -3153702.500000 Penalty: 5150.984375
	Iteration 40F: 3 clusters Score -3153702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3153737.500000 Penalty: 5150.984375
	Iteration 41Q: 3 clusters Score -3153738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3153786.750000 Penalty: 5150.984375
	Iteration 42Q: 3 clusters Score -3153787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3153811.750000 Penalty: 5150.984375
	Iteration 43Q: 3 clusters Score -3153812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3153838.750000 Penalty: 5150.984375
	Iteration 44Q: 3 clusters Score -3153839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3153873.000000 Penalty: 5150.984375
	Iteration 45Q: 3 clusters Score -3153873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3153896.250000 Penalty: 5150.984375
	Iteration 46Q: 3 clusters Score -3153896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3153914.500000 Penalty: 5150.984375
	Iteration 47Q: 3 clusters Score -3153914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3153919.500000 Penalty: 5150.984375
	Iteration 48Q: 3 clusters Score -3153920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3153938.000000 Penalty: 5150.984375
	Iteration 49Q: 3 clusters Score -3153938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3153958.750000 Penalty: 5150.984375
	Iteration 50Q: 3 clusters Score -3153959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3153970.750000 Penalty: 5150.984375
	Iteration 51Q: 3 clusters Score -3153971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -3153981.500000 Penalty: 5150.984375
	Iteration 52Q: 3 clusters Score -3153982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3153986.500000 Penalty: 5150.984375
	Iteration 53Q: 3 clusters Score -3153986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3153988.750000 Penalty: 5150.984375
	Iteration 54Q: 3 clusters Score -3153989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3153995.000000 Penalty: 5150.984375
	Iteration 55Q: 3 clusters Score -3153995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3154003.250000 Penalty: 5150.984375
	Iteration 56Q: 3 clusters Score -3154003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -3154000.250000 Penalty: 5150.984375
	Iteration 57Q: 3 clusters Score -3154000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3154015.000000 Penalty: 5150.984375
	Iteration 58Q: 3 clusters Score -3154015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3154016.250000 Penalty: 5150.984375
	Iteration 59Q: 3 clusters Score -3154016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3154021.500000 Penalty: 5150.984375
	Iteration 60F: 3 clusters Score -3154022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3154024.250000 Penalty: 5150.984375
	Iteration 61Q: 3 clusters Score -3154024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3154028.750000 Penalty: 5150.984375
	Iteration 62Q: 3 clusters Score -3154029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3154027.000000 Penalty: 5150.984375
	Iteration 63Q: 3 clusters Score -3154027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3154031.250000 Penalty: 5150.984375
	Iteration 64Q: 3 clusters Score -3154031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3154031.750000 Penalty: 5150.984375
	Iteration 65Q: 3 clusters Score -3154032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -3154033.000000 Penalty: 5150.984375
	Iteration 66Q: 3 clusters Score -3154033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3154035.000000 Penalty: 5150.984375
	Iteration 67Q: 3 clusters Score -3154035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3154038.000000 Penalty: 5150.984375
	Iteration 68Q: 3 clusters Score -3154038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3154040.000000 Penalty: 5150.984375
	Iteration 69Q: 3 clusters Score -3154040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3154040.750000 Penalty: 5150.984375
	Iteration 70Q: 3 clusters Score -3154041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3154042.500000 Penalty: 5150.984375
	Iteration 71Q: 3 clusters Score -3154042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3154039.750000 Penalty: 5150.984375
	Iteration 72Q: 3 clusters Score -3154040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3154046.750000 Penalty: 5150.984375
	Iteration 73Q: 3 clusters Score -3154047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3154046.500000 Penalty: 5150.984375
	Iteration 74Q: 3 clusters Score -3154046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3154045.500000 Penalty: 5150.984375
	Iteration 75Q: 3 clusters Score -3154046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3154042.250000 Penalty: 5150.984375
	Iteration 76Q: 3 clusters Score -3154042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3154042.250000 Penalty: 5150.984375
	Iteration 77F: 3 clusters Score -3154042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -111619.171875 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -111619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -109573.507812 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -109573.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -109855.500000 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -109855.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109935.078125 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -109935.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109970.695312 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -109970.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109993.546875 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -109993.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110021.515625 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -110021.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110049.468750 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -110049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110076.273438 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -110076.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110128.953125 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -110129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110233.304688 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -110233.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110312.562500 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -110312.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110352.593750 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -110352.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110386.593750 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -110386.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110431.054688 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -110431.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110465.992188 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -110466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110478.515625 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -110478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110482.703125 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -110482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110486.781250 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -110486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110490.765625 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -110490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110492.875000 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -110492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110495.093750 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -110495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -159880.531250 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -159880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157510.015625 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -157510 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -157976.812500 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -157976.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -158168.390625 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -158168.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -158318.328125 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -158318.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -158462.109375 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -158462.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158572.375000 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -158572.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158660.593750 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -158660.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158729.171875 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -158729.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -158788.828125 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -158788.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -158853.312500 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -158853.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158907.546875 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -158907.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -158952.171875 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -158952.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159005.562500 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -159005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159047.406250 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -159047.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -159074.218750 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -159074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159089.203125 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -159089.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159104.796875 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -159104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159111.187500 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -159111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -159113.828125 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -159113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159115.656250 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -159115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159115.656250 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -159115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Entering Unmasked Estep 
Score: -8965121.000000 Penalty: 2821.357422
	Iteration 0F: 2 clusters Score -8965121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8906676.000000 Penalty: 5642.714844
	Iteration 0F: 3 clusters Score -8906676 nChanged 41119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -8929999.000000 Penalty: 5642.714844
	Iteration 1F: 3 clusters Score -8929999 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8930618.000000 Penalty: 5642.714844
	Iteration 2Q: 3 clusters Score -8930618 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -8931371.000000 Penalty: 5642.714844
	Iteration 3Q: 3 clusters Score -8931371 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -8932203.000000 Penalty: 5642.714844
	Iteration 4Q: 3 clusters Score -8932203 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -8933534.000000 Penalty: 5642.714844
	Iteration 5Q: 3 clusters Score -8933534 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -8935512.000000 Penalty: 5642.714844
	Iteration 6Q: 3 clusters Score -8935512 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -8939086.000000 Penalty: 5642.714844
	Iteration 7F: 3 clusters Score -8939086 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -8944314.000000 Penalty: 5642.714844
	Iteration 8F: 3 clusters Score -8944314 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -8950898.000000 Penalty: 5642.714844
	Iteration 9F: 3 clusters Score -8950898 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -8956796.000000 Penalty: 5642.714844
	Iteration 10F: 3 clusters Score -8956796 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -8960432.000000 Penalty: 5642.714844
	Iteration 11Q: 3 clusters Score -8960432 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -8961908.000000 Penalty: 5642.714844
	Iteration 12Q: 3 clusters Score -8961908 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -8962382.000000 Penalty: 5642.714844
	Iteration 13Q: 3 clusters Score -8962382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -8962589.000000 Penalty: 5642.714844
	Iteration 14Q: 3 clusters Score -8962589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -8962665.000000 Penalty: 5642.714844
	Iteration 15Q: 3 clusters Score -8962665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -8962704.000000 Penalty: 5642.714844
	Iteration 16Q: 3 clusters Score -8962704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -8962731.000000 Penalty: 5642.714844
	Iteration 17Q: 3 clusters Score -8962731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -8962742.000000 Penalty: 5642.714844
	Iteration 18Q: 3 clusters Score -8962742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -8962763.000000 Penalty: 5642.714844
	Iteration 19Q: 3 clusters Score -8962763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -8962773.000000 Penalty: 5642.714844
	Iteration 20F: 3 clusters Score -8962773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -8962771.000000 Penalty: 5642.714844
	Iteration 21Q: 3 clusters Score -8962771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 87000 members 
Entering Unmasked Estep 
Score: -8962784.000000 Penalty: 5642.714844
	Iteration 22Q: 3 clusters Score -8962784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -8962785.000000 Penalty: 5642.714844
	Iteration 23Q: 3 clusters Score -8962785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -8962785.000000 Penalty: 5642.714844
	Iteration 24F: 3 clusters Score -8962785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -359370.906250 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -359370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -355549.093750 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -355549.1 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -356486.875000 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -356486.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -356733.031250 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -356733 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -356889.718750 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -356889.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -357027.718750 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -357027.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -357158.062500 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -357158.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -357255.718750 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -357255.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -357344.968750 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -357345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -357437.062500 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -357437.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -357519.531250 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -357519.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -357592.406250 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -357592.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -357637.875000 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -357637.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -357672.750000 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -357672.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -357707.031250 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -357707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -357742.656250 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -357742.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -357775.406250 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -357775.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -357800.437500 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -357800.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -357821.281250 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -357821.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -357841.625000 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -357841.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -357864.281250 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -357864.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -357885.656250 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -357885.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -357902.437500 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -357902.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -357913.281250 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -357913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -357915.812500 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -357915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -357919.750000 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -357919.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -357925.531250 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -357925.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -357929.312500 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -357929.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -357934.937500 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -357934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -357937.406250 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -357937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -357938.718750 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -357938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -357939.250000 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -357939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -357939.250000 Penalty: 4120.254883
	Iteration 31F: 3 clusters Score -357939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 272187 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29971 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 392928 members 
Mstep: Class 7 contains 315331 members 
Mstep: Class 8 contains 301719 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 32372 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 87242 members 
Mstep: Class 17 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158330304.000000 Penalty: 60024.312500
Iteration 79Q: 18 clusters Score -1.583303e+08 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 271997 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 29990 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 392674 members 
Mstep: Class 7 contains 316585 members 
Mstep: Class 8 contains 301013 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 32309 members 
Mstep: Class 12 contains 7338 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 87178 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158334496.000000 Penalty: 60024.312500
Iteration 80F: 18 clusters Score -1.583345e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 271781 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 30004 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 392098 members 
Mstep: Class 7 contains 317972 members 
Mstep: Class 8 contains 300373 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 32395 members 
Mstep: Class 12 contains 7528 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 87146 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158337600.000000 Penalty: 60024.312500
Iteration 81Q: 18 clusters Score -1.583376e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 271546 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 30010 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 391382 members 
Mstep: Class 7 contains 319646 members 
Mstep: Class 8 contains 299670 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 11 contains 32409 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 87110 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338128.000000 Penalty: 60024.312500
Iteration 82Q: 18 clusters Score -1.583381e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 271227 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 30003 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 390511 members 
Mstep: Class 7 contains 321608 members 
Mstep: Class 8 contains 298911 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32406 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 87074 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338592.000000 Penalty: 60024.312500
Iteration 83Q: 18 clusters Score -1.583386e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 270858 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 30001 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 389565 members 
Mstep: Class 7 contains 323833 members 
Mstep: Class 8 contains 298012 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32382 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1677 members 
Mstep: Class 15 contains 87039 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338224.000000 Penalty: 60024.312500
Iteration 84Q: 18 clusters Score -1.583382e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 270377 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 30004 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 388552 members 
Mstep: Class 7 contains 326281 members 
Mstep: Class 8 contains 297065 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32357 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1689 members 
Mstep: Class 15 contains 86984 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338304.000000 Penalty: 60024.312500
Iteration 85Q: 18 clusters Score -1.583383e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 269839 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 29998 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 387633 members 
Mstep: Class 7 contains 328794 members 
Mstep: Class 8 contains 296006 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32327 members 
Mstep: Class 12 contains 8330 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 86932 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338400.000000 Penalty: 60024.312500
Iteration 86Q: 18 clusters Score -1.583384e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 269262 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 30000 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 386791 members 
Mstep: Class 7 contains 331169 members 
Mstep: Class 8 contains 294981 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32292 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 86905 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338656.000000 Penalty: 60024.312500
Iteration 87Q: 18 clusters Score -1.583387e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 268750 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 29993 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 386154 members 
Mstep: Class 7 contains 333244 members 
Mstep: Class 8 contains 293938 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32266 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 86872 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338048.000000 Penalty: 60024.312500
Iteration 88Q: 18 clusters Score -1.58338e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 268278 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 30003 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 385637 members 
Mstep: Class 7 contains 335017 members 
Mstep: Class 8 contains 292940 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32260 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 86851 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158337200.000000 Penalty: 60024.312500
Iteration 89Q: 18 clusters Score -1.583372e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 267932 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 30011 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 385315 members 
Mstep: Class 7 contains 336370 members 
Mstep: Class 8 contains 292068 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32241 members 
Mstep: Class 12 contains 9211 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 86849 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336544.000000 Penalty: 60024.312500
Iteration 90Q: 18 clusters Score -1.583365e+08 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 267757 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 30015 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 385172 members 
Mstep: Class 7 contains 337268 members 
Mstep: Class 8 contains 291287 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32233 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 86877 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336816.000000 Penalty: 60024.312500
Iteration 91Q: 18 clusters Score -1.583368e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 267707 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 30028 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 385281 members 
Mstep: Class 7 contains 337779 members 
Mstep: Class 8 contains 290544 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32213 members 
Mstep: Class 12 contains 9634 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 86903 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336496.000000 Penalty: 60024.312500
Iteration 92Q: 18 clusters Score -1.583365e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 267806 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 30033 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 385528 members 
Mstep: Class 7 contains 337888 members 
Mstep: Class 8 contains 289957 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32194 members 
Mstep: Class 12 contains 9817 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 86912 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336640.000000 Penalty: 60024.312500
Iteration 93Q: 18 clusters Score -1.583366e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 267994 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 385900 members 
Mstep: Class 7 contains 337659 members 
Mstep: Class 8 contains 289444 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32183 members 
Mstep: Class 12 contains 10008 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 86941 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336976.000000 Penalty: 60024.312500
Iteration 94Q: 18 clusters Score -1.58337e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 268213 members 
Mstep: Class 3 contains 6993 members 
Mstep: Class 4 contains 30040 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 386378 members 
Mstep: Class 7 contains 337227 members 
Mstep: Class 8 contains 289026 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32162 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 86963 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158337056.000000 Penalty: 60024.312500
Iteration 95Q: 18 clusters Score -1.583371e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 268502 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 30036 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 386909 members 
Mstep: Class 7 contains 336642 members 
Mstep: Class 8 contains 288666 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32145 members 
Mstep: Class 12 contains 10339 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 86985 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336800.000000 Penalty: 60024.312500
Iteration 96Q: 18 clusters Score -1.583368e+08 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 268849 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 30038 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 387453 members 
Mstep: Class 7 contains 335901 members 
Mstep: Class 8 contains 288370 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32144 members 
Mstep: Class 12 contains 10473 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 87012 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336720.000000 Penalty: 60024.312500
Iteration 97Q: 18 clusters Score -1.583367e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 269206 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 387936 members 
Mstep: Class 7 contains 335210 members 
Mstep: Class 8 contains 288101 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32134 members 
Mstep: Class 12 contains 10592 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 87033 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336928.000000 Penalty: 60024.312500
Iteration 98Q: 18 clusters Score -1.583369e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 269545 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 30037 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388370 members 
Mstep: Class 7 contains 334536 members 
Mstep: Class 8 contains 287862 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32132 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 87054 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158337456.000000 Penalty: 60024.312500
Iteration 99Q: 18 clusters Score -1.583375e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 269880 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 30044 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388777 members 
Mstep: Class 7 contains 333906 members 
Mstep: Class 8 contains 287625 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 10843 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 87053 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338752.000000 Penalty: 60024.312500
Iteration 100F: 18 clusters Score -1.583388e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 270187 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 30050 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389105 members 
Mstep: Class 7 contains 333388 members 
Mstep: Class 8 contains 287383 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 32126 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 87064 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339264.000000 Penalty: 60024.312500
Iteration 101Q: 18 clusters Score -1.583393e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 270494 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 30041 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389299 members 
Mstep: Class 7 contains 333016 members 
Mstep: Class 8 contains 287125 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 87074 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339360.000000 Penalty: 60024.312500
Iteration 102Q: 18 clusters Score -1.583394e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 270777 members 
Mstep: Class 3 contains 6999 members 
Mstep: Class 4 contains 30046 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389430 members 
Mstep: Class 7 contains 332755 members 
Mstep: Class 8 contains 286815 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 87081 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339536.000000 Penalty: 60024.312500
Iteration 103Q: 18 clusters Score -1.583395e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 271046 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 30049 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389497 members 
Mstep: Class 7 contains 332589 members 
Mstep: Class 8 contains 286520 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32128 members 
Mstep: Class 12 contains 11337 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 87090 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339472.000000 Penalty: 60024.312500
Iteration 104Q: 18 clusters Score -1.583395e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 271293 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 30061 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389518 members 
Mstep: Class 7 contains 332448 members 
Mstep: Class 8 contains 286251 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32113 members 
Mstep: Class 12 contains 11462 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 87112 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339712.000000 Penalty: 60024.312500
Iteration 105Q: 18 clusters Score -1.583397e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 271521 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 30073 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389524 members 
Mstep: Class 7 contains 332369 members 
Mstep: Class 8 contains 285979 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32100 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 87122 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339760.000000 Penalty: 60024.312500
Iteration 106Q: 18 clusters Score -1.583398e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 271720 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 30072 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389540 members 
Mstep: Class 7 contains 332351 members 
Mstep: Class 8 contains 285698 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32088 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 87113 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339872.000000 Penalty: 60024.312500
Iteration 107Q: 18 clusters Score -1.583399e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 271858 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 30063 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389525 members 
Mstep: Class 7 contains 332398 members 
Mstep: Class 8 contains 285443 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32081 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 87120 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340160.000000 Penalty: 60024.312500
Iteration 108Q: 18 clusters Score -1.583402e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 271978 members 
Mstep: Class 3 contains 7004 members 
Mstep: Class 4 contains 30064 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389504 members 
Mstep: Class 7 contains 332474 members 
Mstep: Class 8 contains 285186 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 11870 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 87120 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339872.000000 Penalty: 60024.312500
Iteration 109Q: 18 clusters Score -1.583399e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 272091 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 30066 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389450 members 
Mstep: Class 7 contains 332556 members 
Mstep: Class 8 contains 284950 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 15 contains 87120 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340064.000000 Penalty: 60024.312500
Iteration 110Q: 18 clusters Score -1.583401e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 272194 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 30061 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389456 members 
Mstep: Class 7 contains 332637 members 
Mstep: Class 8 contains 284717 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 15 contains 87105 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339808.000000 Penalty: 60024.312500
Iteration 111Q: 18 clusters Score -1.583398e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 272292 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 30061 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389430 members 
Mstep: Class 7 contains 332744 members 
Mstep: Class 8 contains 284489 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32052 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 87091 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339744.000000 Penalty: 60024.312500
Iteration 112Q: 18 clusters Score -1.583397e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 272380 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 30057 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389403 members 
Mstep: Class 7 contains 332852 members 
Mstep: Class 8 contains 284257 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32047 members 
Mstep: Class 12 contains 12216 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 87086 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339792.000000 Penalty: 60024.312500
Iteration 113Q: 18 clusters Score -1.583398e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 272452 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389384 members 
Mstep: Class 7 contains 332993 members 
Mstep: Class 8 contains 284023 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32041 members 
Mstep: Class 12 contains 12294 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87070 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339696.000000 Penalty: 60024.312500
Iteration 114Q: 18 clusters Score -1.583397e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 272555 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 30053 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389332 members 
Mstep: Class 7 contains 333105 members 
Mstep: Class 8 contains 283809 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32040 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87058 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339552.000000 Penalty: 60024.312500
Iteration 115Q: 18 clusters Score -1.583396e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 272623 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 30044 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389290 members 
Mstep: Class 7 contains 333235 members 
Mstep: Class 8 contains 283611 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32040 members 
Mstep: Class 12 contains 12438 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87044 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339520.000000 Penalty: 60024.312500
Iteration 116Q: 18 clusters Score -1.583395e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 272712 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 30038 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389237 members 
Mstep: Class 7 contains 333350 members 
Mstep: Class 8 contains 283408 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87027 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339568.000000 Penalty: 60024.312500
Iteration 117Q: 18 clusters Score -1.583396e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 272792 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 30037 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389202 members 
Mstep: Class 7 contains 333487 members 
Mstep: Class 8 contains 283174 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32053 members 
Mstep: Class 12 contains 12583 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87010 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339440.000000 Penalty: 60024.312500
Iteration 118Q: 18 clusters Score -1.583394e+08 nChanged 764
Entering ConstructFrom: 
Score: -158339440.000000 Penalty: 60024.312500
Entering ConstructFrom: 
Trying to split cluster 1 (65108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Entering Unmasked Estep 
Score: -6979578.500000 Penalty: 2748.783203
	Iteration 0F: 2 clusters Score -6979578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6935980.000000 Penalty: 5497.566406
	Iteration 0F: 3 clusters Score -6935980 nChanged 30270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -6952873.500000 Penalty: 5497.566406
	Iteration 1F: 3 clusters Score -6952874 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -6953562.500000 Penalty: 5497.566406
	Iteration 2Q: 3 clusters Score -6953562 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -6954320.000000 Penalty: 5497.566406
	Iteration 3Q: 3 clusters Score -6954320 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6955307.000000 Penalty: 5497.566406
	Iteration 4Q: 3 clusters Score -6955307 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -6956638.500000 Penalty: 5497.566406
	Iteration 5Q: 3 clusters Score -6956638 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -6958458.500000 Penalty: 5497.566406
	Iteration 6F: 3 clusters Score -6958458 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -6960950.500000 Penalty: 5497.566406
	Iteration 7F: 3 clusters Score -6960950 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -6963931.500000 Penalty: 5497.566406
	Iteration 8F: 3 clusters Score -6963932 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -6966688.000000 Penalty: 5497.566406
	Iteration 9F: 3 clusters Score -6966688 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6968728.000000 Penalty: 5497.566406
	Iteration 10F: 3 clusters Score -6968728 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -6969864.000000 Penalty: 5497.566406
	Iteration 11Q: 3 clusters Score -6969864 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -6970696.000000 Penalty: 5497.566406
	Iteration 12Q: 3 clusters Score -6970696 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -6971201.000000 Penalty: 5497.566406
	Iteration 13Q: 3 clusters Score -6971201 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -6971516.000000 Penalty: 5497.566406
	Iteration 14Q: 3 clusters Score -6971516 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -6971799.000000 Penalty: 5497.566406
	Iteration 15Q: 3 clusters Score -6971799 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -6972086.000000 Penalty: 5497.566406
	Iteration 16Q: 3 clusters Score -6972086 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -6972377.000000 Penalty: 5497.566406
	Iteration 17Q: 3 clusters Score -6972377 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -6972675.500000 Penalty: 5497.566406
	Iteration 18Q: 3 clusters Score -6972676 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6972999.000000 Penalty: 5497.566406
	Iteration 19Q: 3 clusters Score -6972999 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -6973329.500000 Penalty: 5497.566406
	Iteration 20F: 3 clusters Score -6973330 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -6973673.000000 Penalty: 5497.566406
	Iteration 21Q: 3 clusters Score -6973673 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -6974018.000000 Penalty: 5497.566406
	Iteration 22Q: 3 clusters Score -6974018 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -6974397.500000 Penalty: 5497.566406
	Iteration 23Q: 3 clusters Score -6974398 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -6974733.000000 Penalty: 5497.566406
	Iteration 24Q: 3 clusters Score -6974733 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -6975076.000000 Penalty: 5497.566406
	Iteration 25Q: 3 clusters Score -6975076 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -6975330.500000 Penalty: 5497.566406
	Iteration 26Q: 3 clusters Score -6975330 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -6975626.500000 Penalty: 5497.566406
	Iteration 27Q: 3 clusters Score -6975626 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -6975928.500000 Penalty: 5497.566406
	Iteration 28Q: 3 clusters Score -6975928 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6976130.500000 Penalty: 5497.566406
	Iteration 29Q: 3 clusters Score -6976130 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6976390.000000 Penalty: 5497.566406
	Iteration 30Q: 3 clusters Score -6976390 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -6976592.500000 Penalty: 5497.566406
	Iteration 31Q: 3 clusters Score -6976592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6976762.500000 Penalty: 5497.566406
	Iteration 32Q: 3 clusters Score -6976762 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6976931.000000 Penalty: 5497.566406
	Iteration 33Q: 3 clusters Score -6976931 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6977012.500000 Penalty: 5497.566406
	Iteration 34Q: 3 clusters Score -6977012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6977106.500000 Penalty: 5497.566406
	Iteration 35Q: 3 clusters Score -6977106 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6977173.500000 Penalty: 5497.566406
	Iteration 36Q: 3 clusters Score -6977174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6977240.500000 Penalty: 5497.566406
	Iteration 37Q: 3 clusters Score -6977240 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6977302.000000 Penalty: 5497.566406
	Iteration 38Q: 3 clusters Score -6977302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6977349.000000 Penalty: 5497.566406
	Iteration 39Q: 3 clusters Score -6977349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6977361.500000 Penalty: 5497.566406
	Iteration 40F: 3 clusters Score -6977362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6977396.500000 Penalty: 5497.566406
	Iteration 41Q: 3 clusters Score -6977396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6977418.000000 Penalty: 5497.566406
	Iteration 42Q: 3 clusters Score -6977418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6977421.500000 Penalty: 5497.566406
	Iteration 43Q: 3 clusters Score -6977422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6977451.500000 Penalty: 5497.566406
	Iteration 44Q: 3 clusters Score -6977452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6977493.500000 Penalty: 5497.566406
	Iteration 45Q: 3 clusters Score -6977494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6977523.500000 Penalty: 5497.566406
	Iteration 46Q: 3 clusters Score -6977524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6977546.500000 Penalty: 5497.566406
	Iteration 47Q: 3 clusters Score -6977546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6977580.000000 Penalty: 5497.566406
	Iteration 48Q: 3 clusters Score -6977580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6977581.500000 Penalty: 5497.566406
	Iteration 49Q: 3 clusters Score -6977582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6977591.000000 Penalty: 5497.566406
	Iteration 50Q: 3 clusters Score -6977591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6977590.000000 Penalty: 5497.566406
	Iteration 51Q: 3 clusters Score -6977590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6977604.000000 Penalty: 5497.566406
	Iteration 52Q: 3 clusters Score -6977604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6977604.000000 Penalty: 5497.566406
	Iteration 53Q: 3 clusters Score -6977604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6977594.000000 Penalty: 5497.566406
	Iteration 54Q: 3 clusters Score -6977594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6977601.000000 Penalty: 5497.566406
	Iteration 55Q: 3 clusters Score -6977601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6977594.000000 Penalty: 5497.566406
	Iteration 56Q: 3 clusters Score -6977594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6977600.000000 Penalty: 5497.566406
	Iteration 57Q: 3 clusters Score -6977600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6977603.500000 Penalty: 5497.566406
	Iteration 58Q: 3 clusters Score -6977604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6977596.000000 Penalty: 5497.566406
	Iteration 59Q: 3 clusters Score -6977596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6977604.500000 Penalty: 5497.566406
	Iteration 60F: 3 clusters Score -6977604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6977610.000000 Penalty: 5497.566406
	Iteration 61Q: 3 clusters Score -6977610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6977614.000000 Penalty: 5497.566406
	Iteration 62Q: 3 clusters Score -6977614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6977618.500000 Penalty: 5497.566406
	Iteration 63Q: 3 clusters Score -6977618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6977611.500000 Penalty: 5497.566406
	Iteration 64Q: 3 clusters Score -6977612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6977617.500000 Penalty: 5497.566406
	Iteration 65Q: 3 clusters Score -6977618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6977627.500000 Penalty: 5497.566406
	Iteration 66Q: 3 clusters Score -6977628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6977634.500000 Penalty: 5497.566406
	Iteration 67Q: 3 clusters Score -6977634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6977640.500000 Penalty: 5497.566406
	Iteration 68Q: 3 clusters Score -6977640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6977626.000000 Penalty: 5497.566406
	Iteration 69Q: 3 clusters Score -6977626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6977622.000000 Penalty: 5497.566406
	Iteration 70Q: 3 clusters Score -6977622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6977636.000000 Penalty: 5497.566406
	Iteration 71Q: 3 clusters Score -6977636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6977643.000000 Penalty: 5497.566406
	Iteration 72Q: 3 clusters Score -6977643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6977641.000000 Penalty: 5497.566406
	Iteration 73Q: 3 clusters Score -6977641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6977644.500000 Penalty: 5497.566406
	Iteration 74Q: 3 clusters Score -6977644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6977637.500000 Penalty: 5497.566406
	Iteration 75Q: 3 clusters Score -6977638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6977640.500000 Penalty: 5497.566406
	Iteration 76Q: 3 clusters Score -6977640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6977634.000000 Penalty: 5497.566406
	Iteration 77Q: 3 clusters Score -6977634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6977647.000000 Penalty: 5497.566406
	Iteration 78Q: 3 clusters Score -6977647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6977643.500000 Penalty: 5497.566406
	Iteration 79Q: 3 clusters Score -6977644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6977655.500000 Penalty: 5497.566406
	Iteration 80F: 3 clusters Score -6977656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6977661.500000 Penalty: 5497.566406
	Iteration 81Q: 3 clusters Score -6977662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6977652.000000 Penalty: 5497.566406
	Iteration 82Q: 3 clusters Score -6977652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6977657.000000 Penalty: 5497.566406
	Iteration 83Q: 3 clusters Score -6977657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6977654.500000 Penalty: 5497.566406
	Iteration 84Q: 3 clusters Score -6977654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6977650.000000 Penalty: 5497.566406
	Iteration 85Q: 3 clusters Score -6977650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6977650.000000 Penalty: 5497.566406
	Iteration 86F: 3 clusters Score -6977650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (272875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272875 members 
Entering Unmasked Estep 
Score: -28974086.000000 Penalty: 3104.158691
	Iteration 0F: 2 clusters Score -2.897409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136915 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -28797330.000000 Penalty: 6208.317383
	Iteration 0F: 3 clusters Score -2.879733e+07 nChanged 131815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143810 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -28875706.000000 Penalty: 6208.317383
	Iteration 1F: 3 clusters Score -2.887571e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -28878690.000000 Penalty: 6208.317383
	Iteration 2Q: 3 clusters Score -2.887869e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152950 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -28883180.000000 Penalty: 6208.317383
	Iteration 3Q: 3 clusters Score -2.888318e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -28890076.000000 Penalty: 6208.317383
	Iteration 4Q: 3 clusters Score -2.889008e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169443 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -28899084.000000 Penalty: 6208.317383
	Iteration 5F: 3 clusters Score -2.889908e+07 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180338 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -28910246.000000 Penalty: 6208.317383
	Iteration 6F: 3 clusters Score -2.891025e+07 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192215 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -28922764.000000 Penalty: 6208.317383
	Iteration 7F: 3 clusters Score -2.892276e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203785 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -28933334.000000 Penalty: 6208.317383
	Iteration 8F: 3 clusters Score -2.893333e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214439 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -28941486.000000 Penalty: 6208.317383
	Iteration 9F: 3 clusters Score -2.894149e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223755 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -28948354.000000 Penalty: 6208.317383
	Iteration 10Q: 3 clusters Score -2.894835e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231724 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -28953562.000000 Penalty: 6208.317383
	Iteration 11Q: 3 clusters Score -2.895356e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238491 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -28957464.000000 Penalty: 6208.317383
	Iteration 12Q: 3 clusters Score -2.895746e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244154 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -28961150.000000 Penalty: 6208.317383
	Iteration 13Q: 3 clusters Score -2.896115e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248672 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -28964208.000000 Penalty: 6208.317383
	Iteration 14Q: 3 clusters Score -2.896421e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252162 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -28966370.000000 Penalty: 6208.317383
	Iteration 15Q: 3 clusters Score -2.896637e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254860 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -28967948.000000 Penalty: 6208.317383
	Iteration 16Q: 3 clusters Score -2.896795e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256986 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -28969162.000000 Penalty: 6208.317383
	Iteration 17Q: 3 clusters Score -2.896916e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258636 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -28969924.000000 Penalty: 6208.317383
	Iteration 18Q: 3 clusters Score -2.896992e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260130 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -28970596.000000 Penalty: 6208.317383
	Iteration 19Q: 3 clusters Score -2.89706e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261367 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -28971048.000000 Penalty: 6208.317383
	Iteration 20F: 3 clusters Score -2.897105e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262364 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -28971348.000000 Penalty: 6208.317383
	Iteration 21Q: 3 clusters Score -2.897135e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263202 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -28971560.000000 Penalty: 6208.317383
	Iteration 22Q: 3 clusters Score -2.897156e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263954 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -28971848.000000 Penalty: 6208.317383
	Iteration 23Q: 3 clusters Score -2.897185e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264605 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -28972008.000000 Penalty: 6208.317383
	Iteration 24Q: 3 clusters Score -2.897201e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265172 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -28972200.000000 Penalty: 6208.317383
	Iteration 25Q: 3 clusters Score -2.89722e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265623 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -28972262.000000 Penalty: 6208.317383
	Iteration 26Q: 3 clusters Score -2.897226e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265964 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -28972332.000000 Penalty: 6208.317383
	Iteration 27Q: 3 clusters Score -2.897233e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266270 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -28972444.000000 Penalty: 6208.317383
	Iteration 28Q: 3 clusters Score -2.897244e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266546 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -28972484.000000 Penalty: 6208.317383
	Iteration 29Q: 3 clusters Score -2.897248e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266771 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -28972480.000000 Penalty: 6208.317383
	Iteration 30Q: 3 clusters Score -2.897248e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266988 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -28972504.000000 Penalty: 6208.317383
	Iteration 31Q: 3 clusters Score -2.89725e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267183 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -28972554.000000 Penalty: 6208.317383
	Iteration 32Q: 3 clusters Score -2.897255e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267356 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -28972592.000000 Penalty: 6208.317383
	Iteration 33Q: 3 clusters Score -2.897259e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267518 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -28972626.000000 Penalty: 6208.317383
	Iteration 34Q: 3 clusters Score -2.897263e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267653 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -28972624.000000 Penalty: 6208.317383
	Iteration 35Q: 3 clusters Score -2.897262e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267763 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -28972620.000000 Penalty: 6208.317383
	Iteration 36Q: 3 clusters Score -2.897262e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267865 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -28972658.000000 Penalty: 6208.317383
	Iteration 37Q: 3 clusters Score -2.897266e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267949 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -28972702.000000 Penalty: 6208.317383
	Iteration 38Q: 3 clusters Score -2.89727e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268025 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -28972716.000000 Penalty: 6208.317383
	Iteration 39Q: 3 clusters Score -2.897272e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268075 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -28972648.000000 Penalty: 6208.317383
	Iteration 40F: 3 clusters Score -2.897265e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268125 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -28972668.000000 Penalty: 6208.317383
	Iteration 41Q: 3 clusters Score -2.897267e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268186 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -28972664.000000 Penalty: 6208.317383
	Iteration 42Q: 3 clusters Score -2.897266e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268233 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -28972630.000000 Penalty: 6208.317383
	Iteration 43Q: 3 clusters Score -2.897263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268273 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -28972624.000000 Penalty: 6208.317383
	Iteration 44Q: 3 clusters Score -2.897262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268304 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -28972648.000000 Penalty: 6208.317383
	Iteration 45Q: 3 clusters Score -2.897265e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268334 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -28972652.000000 Penalty: 6208.317383
	Iteration 46Q: 3 clusters Score -2.897265e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268375 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -28972632.000000 Penalty: 6208.317383
	Iteration 47Q: 3 clusters Score -2.897263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268411 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -28972686.000000 Penalty: 6208.317383
	Iteration 48Q: 3 clusters Score -2.897269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268441 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -28972666.000000 Penalty: 6208.317383
	Iteration 49Q: 3 clusters Score -2.897267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268467 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -28972674.000000 Penalty: 6208.317383
	Iteration 50Q: 3 clusters Score -2.897267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268497 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -28972690.000000 Penalty: 6208.317383
	Iteration 51Q: 3 clusters Score -2.897269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268517 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -28972688.000000 Penalty: 6208.317383
	Iteration 52Q: 3 clusters Score -2.897269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268541 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -28972646.000000 Penalty: 6208.317383
	Iteration 53Q: 3 clusters Score -2.897265e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268565 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -28972688.000000 Penalty: 6208.317383
	Iteration 54Q: 3 clusters Score -2.897269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268580 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -28972696.000000 Penalty: 6208.317383
	Iteration 55Q: 3 clusters Score -2.89727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268593 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -28972682.000000 Penalty: 6208.317383
	Iteration 56Q: 3 clusters Score -2.897268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268601 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -28972676.000000 Penalty: 6208.317383
	Iteration 57Q: 3 clusters Score -2.897268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268613 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -28972664.000000 Penalty: 6208.317383
	Iteration 58Q: 3 clusters Score -2.897266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268625 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -28972680.000000 Penalty: 6208.317383
	Iteration 59Q: 3 clusters Score -2.897268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268630 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -28972686.000000 Penalty: 6208.317383
	Iteration 60F: 3 clusters Score -2.897269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268639 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -28972696.000000 Penalty: 6208.317383
	Iteration 61Q: 3 clusters Score -2.89727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268648 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -28972700.000000 Penalty: 6208.317383
	Iteration 62Q: 3 clusters Score -2.89727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268647 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -28972694.000000 Penalty: 6208.317383
	Iteration 63Q: 3 clusters Score -2.897269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268657 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -28972706.000000 Penalty: 6208.317383
	Iteration 64Q: 3 clusters Score -2.897271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268655 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -28972720.000000 Penalty: 6208.317383
	Iteration 65Q: 3 clusters Score -2.897272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268668 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -28972710.000000 Penalty: 6208.317383
	Iteration 66Q: 3 clusters Score -2.897271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268683 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -28972712.000000 Penalty: 6208.317383
	Iteration 67Q: 3 clusters Score -2.897271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268690 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -28972700.000000 Penalty: 6208.317383
	Iteration 68Q: 3 clusters Score -2.89727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268701 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -28972712.000000 Penalty: 6208.317383
	Iteration 69Q: 3 clusters Score -2.897271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268707 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -28972710.000000 Penalty: 6208.317383
	Iteration 70Q: 3 clusters Score -2.897271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268711 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -28972698.000000 Penalty: 6208.317383
	Iteration 71Q: 3 clusters Score -2.89727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268719 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -28972720.000000 Penalty: 6208.317383
	Iteration 72Q: 3 clusters Score -2.897272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268735 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -28972684.000000 Penalty: 6208.317383
	Iteration 73Q: 3 clusters Score -2.897268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268743 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -28972708.000000 Penalty: 6208.317383
	Iteration 74Q: 3 clusters Score -2.897271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268754 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -28972710.000000 Penalty: 6208.317383
	Iteration 75Q: 3 clusters Score -2.897271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268769 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -28972708.000000 Penalty: 6208.317383
	Iteration 76Q: 3 clusters Score -2.897271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268785 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -28972702.000000 Penalty: 6208.317383
	Iteration 77Q: 3 clusters Score -2.89727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268805 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -28972684.000000 Penalty: 6208.317383
	Iteration 78Q: 3 clusters Score -2.897268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268818 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -28972692.000000 Penalty: 6208.317383
	Iteration 79Q: 3 clusters Score -2.897269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268833 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -28972692.000000 Penalty: 6208.317383
	Iteration 80F: 3 clusters Score -2.897269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268843 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -28972700.000000 Penalty: 6208.317383
	Iteration 81Q: 3 clusters Score -2.89727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268860 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -28972670.000000 Penalty: 6208.317383
	Iteration 82Q: 3 clusters Score -2.897267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268870 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -28972686.000000 Penalty: 6208.317383
	Iteration 83Q: 3 clusters Score -2.897269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268882 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -28972680.000000 Penalty: 6208.317383
	Iteration 84Q: 3 clusters Score -2.897268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268896 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -28972692.000000 Penalty: 6208.317383
	Iteration 85Q: 3 clusters Score -2.897269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268901 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -28972698.000000 Penalty: 6208.317383
	Iteration 86Q: 3 clusters Score -2.89727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268907 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -28972676.000000 Penalty: 6208.317383
	Iteration 87Q: 3 clusters Score -2.897268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268913 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -28972662.000000 Penalty: 6208.317383
	Iteration 88Q: 3 clusters Score -2.897266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268915 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -28972666.000000 Penalty: 6208.317383
	Iteration 89Q: 3 clusters Score -2.897267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268918 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -28972660.000000 Penalty: 6208.317383
	Iteration 90Q: 3 clusters Score -2.897266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268928 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -28972648.000000 Penalty: 6208.317383
	Iteration 91Q: 3 clusters Score -2.897265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268933 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -28972666.000000 Penalty: 6208.317383
	Iteration 92Q: 3 clusters Score -2.897267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268940 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -28972666.000000 Penalty: 6208.317383
	Iteration 93Q: 3 clusters Score -2.897267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268941 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -28972680.000000 Penalty: 6208.317383
	Iteration 94Q: 3 clusters Score -2.897268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268946 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -28972656.000000 Penalty: 6208.317383
	Iteration 95Q: 3 clusters Score -2.897266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268950 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -28972680.000000 Penalty: 6208.317383
	Iteration 96Q: 3 clusters Score -2.897268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268954 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -28972676.000000 Penalty: 6208.317383
	Iteration 97Q: 3 clusters Score -2.897268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268959 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -28972690.000000 Penalty: 6208.317383
	Iteration 98Q: 3 clusters Score -2.897269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268957 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -28972662.000000 Penalty: 6208.317383
	Iteration 99Q: 3 clusters Score -2.897266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268962 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -28972664.000000 Penalty: 6208.317383
	Iteration 100F: 3 clusters Score -2.897266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268969 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -28972666.000000 Penalty: 6208.317383
	Iteration 101Q: 3 clusters Score -2.897267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268977 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -28972656.000000 Penalty: 6208.317383
	Iteration 102Q: 3 clusters Score -2.897266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268986 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -28972652.000000 Penalty: 6208.317383
	Iteration 103Q: 3 clusters Score -2.897265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268994 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -28972636.000000 Penalty: 6208.317383
	Iteration 104Q: 3 clusters Score -2.897264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269000 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -28972652.000000 Penalty: 6208.317383
	Iteration 105Q: 3 clusters Score -2.897265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269010 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -28972640.000000 Penalty: 6208.317383
	Iteration 106Q: 3 clusters Score -2.897264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269019 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -28972628.000000 Penalty: 6208.317383
	Iteration 107Q: 3 clusters Score -2.897263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269025 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -28972650.000000 Penalty: 6208.317383
	Iteration 108Q: 3 clusters Score -2.897265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269031 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -28972632.000000 Penalty: 6208.317383
	Iteration 109Q: 3 clusters Score -2.897263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269038 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -28972638.000000 Penalty: 6208.317383
	Iteration 110Q: 3 clusters Score -2.897264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269046 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -28972654.000000 Penalty: 6208.317383
	Iteration 111Q: 3 clusters Score -2.897265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269048 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -28972662.000000 Penalty: 6208.317383
	Iteration 112Q: 3 clusters Score -2.897266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269051 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -28972682.000000 Penalty: 6208.317383
	Iteration 113Q: 3 clusters Score -2.897268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269050 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -28972704.000000 Penalty: 6208.317383
	Iteration 114Q: 3 clusters Score -2.89727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269051 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -28972688.000000 Penalty: 6208.317383
	Iteration 115Q: 3 clusters Score -2.897269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269050 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -28972694.000000 Penalty: 6208.317383
	Iteration 116Q: 3 clusters Score -2.897269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269052 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -28972692.000000 Penalty: 6208.317383
	Iteration 117Q: 3 clusters Score -2.897269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269055 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -28972694.000000 Penalty: 6208.317383
	Iteration 118Q: 3 clusters Score -2.897269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269055 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -28972696.000000 Penalty: 6208.317383
	Iteration 119Q: 3 clusters Score -2.89727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269054 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -28972706.000000 Penalty: 6208.317383
	Iteration 120F: 3 clusters Score -2.897271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269057 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -28972698.000000 Penalty: 6208.317383
	Iteration 121Q: 3 clusters Score -2.89727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269063 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -28972698.000000 Penalty: 6208.317383
	Iteration 122Q: 3 clusters Score -2.89727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269068 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -28972690.000000 Penalty: 6208.317383
	Iteration 123Q: 3 clusters Score -2.897269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269071 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -28972688.000000 Penalty: 6208.317383
	Iteration 124Q: 3 clusters Score -2.897269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269073 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -28972684.000000 Penalty: 6208.317383
	Iteration 125Q: 3 clusters Score -2.897268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269076 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -28972682.000000 Penalty: 6208.317383
	Iteration 126Q: 3 clusters Score -2.897268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269080 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -28972672.000000 Penalty: 6208.317383
	Iteration 127Q: 3 clusters Score -2.897267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269081 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -28972672.000000 Penalty: 6208.317383
	Iteration 128Q: 3 clusters Score -2.897267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269082 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -28972680.000000 Penalty: 6208.317383
	Iteration 129Q: 3 clusters Score -2.897268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269082 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -28972680.000000 Penalty: 6208.317383
	Iteration 130F: 3 clusters Score -2.897268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -700708.812500 Penalty: 2196.169189
	Iteration 0F: 2 clusters Score -700708.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -694882.187500 Penalty: 4392.338379
	Iteration 0F: 3 clusters Score -694882.2 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -696454.500000 Penalty: 4392.338379
	Iteration 1F: 3 clusters Score -696454.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -696661.250000 Penalty: 4392.338379
	Iteration 2F: 3 clusters Score -696661.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -696811.500000 Penalty: 4392.338379
	Iteration 3Q: 3 clusters Score -696811.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -696924.937500 Penalty: 4392.338379
	Iteration 4Q: 3 clusters Score -696924.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -697067.937500 Penalty: 4392.338379
	Iteration 5Q: 3 clusters Score -697067.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -697237.500000 Penalty: 4392.338379
	Iteration 6Q: 3 clusters Score -697237.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -697475.187500 Penalty: 4392.338379
	Iteration 7Q: 3 clusters Score -697475.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -697791.875000 Penalty: 4392.338379
	Iteration 8F: 3 clusters Score -697791.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -698124.000000 Penalty: 4392.338379
	Iteration 9F: 3 clusters Score -698124 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -698448.812500 Penalty: 4392.338379
	Iteration 10F: 3 clusters Score -698448.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -698731.062500 Penalty: 4392.338379
	Iteration 11Q: 3 clusters Score -698731.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -698965.375000 Penalty: 4392.338379
	Iteration 12Q: 3 clusters Score -698965.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -699104.625000 Penalty: 4392.338379
	Iteration 13Q: 3 clusters Score -699104.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -699185.687500 Penalty: 4392.338379
	Iteration 14Q: 3 clusters Score -699185.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -699234.750000 Penalty: 4392.338379
	Iteration 15Q: 3 clusters Score -699234.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -699282.562500 Penalty: 4392.338379
	Iteration 16Q: 3 clusters Score -699282.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -699321.562500 Penalty: 4392.338379
	Iteration 17Q: 3 clusters Score -699321.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -699350.250000 Penalty: 4392.338379
	Iteration 18Q: 3 clusters Score -699350.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -699367.875000 Penalty: 4392.338379
	Iteration 19Q: 3 clusters Score -699367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -699386.812500 Penalty: 4392.338379
	Iteration 20F: 3 clusters Score -699386.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -699400.562500 Penalty: 4392.338379
	Iteration 21Q: 3 clusters Score -699400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -699412.250000 Penalty: 4392.338379
	Iteration 22Q: 3 clusters Score -699412.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -699432.187500 Penalty: 4392.338379
	Iteration 23Q: 3 clusters Score -699432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -699441.562500 Penalty: 4392.338379
	Iteration 24Q: 3 clusters Score -699441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -699449.750000 Penalty: 4392.338379
	Iteration 25Q: 3 clusters Score -699449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -699457.250000 Penalty: 4392.338379
	Iteration 26Q: 3 clusters Score -699457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -699462.187500 Penalty: 4392.338379
	Iteration 27Q: 3 clusters Score -699462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -699466.562500 Penalty: 4392.338379
	Iteration 28Q: 3 clusters Score -699466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -699467.625000 Penalty: 4392.338379
	Iteration 29Q: 3 clusters Score -699467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -699470.187500 Penalty: 4392.338379
	Iteration 30Q: 3 clusters Score -699470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -699477.000000 Penalty: 4392.338379
	Iteration 31Q: 3 clusters Score -699477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -699489.375000 Penalty: 4392.338379
	Iteration 32Q: 3 clusters Score -699489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -699496.500000 Penalty: 4392.338379
	Iteration 33Q: 3 clusters Score -699496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -699505.750000 Penalty: 4392.338379
	Iteration 34Q: 3 clusters Score -699505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -699514.125000 Penalty: 4392.338379
	Iteration 35Q: 3 clusters Score -699514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -699518.187500 Penalty: 4392.338379
	Iteration 36Q: 3 clusters Score -699518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -699519.500000 Penalty: 4392.338379
	Iteration 37Q: 3 clusters Score -699519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -699519.625000 Penalty: 4392.338379
	Iteration 38Q: 3 clusters Score -699519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -699520.750000 Penalty: 4392.338379
	Iteration 39Q: 3 clusters Score -699520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -699520.750000 Penalty: 4392.338379
	Iteration 40F: 3 clusters Score -699520.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Entering Unmasked Estep 
Score: -3242815.250000 Penalty: 2556.884521
	Iteration 0F: 2 clusters Score -3242815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3222280.500000 Penalty: 5113.769043
	Iteration 0F: 3 clusters Score -3222280 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3229460.000000 Penalty: 5113.769043
	Iteration 1F: 3 clusters Score -3229460 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3229828.500000 Penalty: 5113.769043
	Iteration 2Q: 3 clusters Score -3229828 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3230131.250000 Penalty: 5113.769043
	Iteration 3Q: 3 clusters Score -3230131 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3230380.500000 Penalty: 5113.769043
	Iteration 4Q: 3 clusters Score -3230380 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3230588.750000 Penalty: 5113.769043
	Iteration 5Q: 3 clusters Score -3230589 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3230821.000000 Penalty: 5113.769043
	Iteration 6Q: 3 clusters Score -3230821 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3231078.000000 Penalty: 5113.769043
	Iteration 7Q: 3 clusters Score -3231078 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3231423.250000 Penalty: 5113.769043
	Iteration 8Q: 3 clusters Score -3231423 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3231962.750000 Penalty: 5113.769043
	Iteration 9Q: 3 clusters Score -3231963 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3232756.500000 Penalty: 5113.769043
	Iteration 10Q: 3 clusters Score -3232756 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3233888.750000 Penalty: 5113.769043
	Iteration 11F: 3 clusters Score -3233889 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3235382.250000 Penalty: 5113.769043
	Iteration 12F: 3 clusters Score -3235382 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3237038.000000 Penalty: 5113.769043
	Iteration 13F: 3 clusters Score -3237038 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3238586.000000 Penalty: 5113.769043
	Iteration 14F: 3 clusters Score -3238586 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3239554.000000 Penalty: 5113.769043
	Iteration 15Q: 3 clusters Score -3239554 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3240053.250000 Penalty: 5113.769043
	Iteration 16Q: 3 clusters Score -3240053 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3240273.000000 Penalty: 5113.769043
	Iteration 17Q: 3 clusters Score -3240273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3240387.250000 Penalty: 5113.769043
	Iteration 18Q: 3 clusters Score -3240387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3240457.000000 Penalty: 5113.769043
	Iteration 19Q: 3 clusters Score -3240457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3240487.750000 Penalty: 5113.769043
	Iteration 20F: 3 clusters Score -3240488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3240505.000000 Penalty: 5113.769043
	Iteration 21Q: 3 clusters Score -3240505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3240517.250000 Penalty: 5113.769043
	Iteration 22Q: 3 clusters Score -3240517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3240521.500000 Penalty: 5113.769043
	Iteration 23Q: 3 clusters Score -3240522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3240527.500000 Penalty: 5113.769043
	Iteration 24Q: 3 clusters Score -3240528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3240527.250000 Penalty: 5113.769043
	Iteration 25Q: 3 clusters Score -3240527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3240527.750000 Penalty: 5113.769043
	Iteration 26Q: 3 clusters Score -3240528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3240532.500000 Penalty: 5113.769043
	Iteration 27Q: 3 clusters Score -3240532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3240535.000000 Penalty: 5113.769043
	Iteration 28Q: 3 clusters Score -3240535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3240535.000000 Penalty: 5113.769043
	Iteration 29F: 3 clusters Score -3240535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -221738.828125 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -221738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -219058.031250 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -219058 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -219567.406250 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -219567.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219742.234375 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -219742.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219891.453125 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -219891.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220022.265625 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -220022.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220188.171875 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -220188.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220411.890625 Penalty: 3806.379883
	Iteration 6F: 3 clusters Score -220411.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -220580.437500 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -220580.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -220691.046875 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -220691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -220749.859375 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -220749.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -220796.890625 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -220796.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -220825.875000 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -220825.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -220846.859375 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -220846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -220860.421875 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -220860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -220874.015625 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -220874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -220887.859375 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -220887.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -220902.765625 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -220902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -220915.703125 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -220915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -220924.453125 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -220924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -220933.968750 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -220934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -220945.687500 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -220945.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -220954.687500 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -220954.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -220963.156250 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -220963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -220974.796875 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -220974.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -220989.031250 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -220989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -221004.875000 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -221004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -221030.062500 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -221030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -221046.609375 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -221046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -221060.031250 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -221060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -221066.328125 Penalty: 3806.379883
	Iteration 29Q: 3 clusters Score -221066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -221070.937500 Penalty: 3806.379883
	Iteration 30Q: 3 clusters Score -221070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -221072.171875 Penalty: 3806.379883
	Iteration 31Q: 3 clusters Score -221072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -221074.578125 Penalty: 3806.379883
	Iteration 32Q: 3 clusters Score -221074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -221076.359375 Penalty: 3806.379883
	Iteration 33Q: 3 clusters Score -221076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -221076.828125 Penalty: 3806.379883
	Iteration 34Q: 3 clusters Score -221076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -221079.015625 Penalty: 3806.379883
	Iteration 35Q: 3 clusters Score -221079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -221080.375000 Penalty: 3806.379883
	Iteration 36Q: 3 clusters Score -221080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -221082.062500 Penalty: 3806.379883
	Iteration 37Q: 3 clusters Score -221082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -221083.421875 Penalty: 3806.379883
	Iteration 38Q: 3 clusters Score -221083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -221084.125000 Penalty: 3806.379883
	Iteration 39Q: 3 clusters Score -221084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -221084.718750 Penalty: 3806.379883
	Iteration 40F: 3 clusters Score -221084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -221084.843750 Penalty: 3806.379883
	Iteration 41Q: 3 clusters Score -221084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -221087.031250 Penalty: 3806.379883
	Iteration 42Q: 3 clusters Score -221087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -221088.062500 Penalty: 3806.379883
	Iteration 43Q: 3 clusters Score -221088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -221088.062500 Penalty: 3806.379883
	Iteration 44F: 3 clusters Score -221088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (389155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389155 members 
Entering Unmasked Estep 
Score: -41139980.000000 Penalty: 3192.189697
	Iteration 0F: 2 clusters Score -4.113998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194422 members 
Mstep: Class 2 contains 194733 members 
Entering Unmasked Estep 
Score: -40899620.000000 Penalty: 6384.379395
	Iteration 0F: 3 clusters Score -4.089962e+07 nChanged 189301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189771 members 
Mstep: Class 2 contains 199384 members 
Entering Unmasked Estep 
Score: -41011516.000000 Penalty: 6384.379395
	Iteration 1F: 3 clusters Score -4.101152e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187152 members 
Mstep: Class 2 contains 202003 members 
Entering Unmasked Estep 
Score: -41012856.000000 Penalty: 6384.379395
	Iteration 2Q: 3 clusters Score -4.101286e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183031 members 
Mstep: Class 2 contains 206124 members 
Entering Unmasked Estep 
Score: -41014420.000000 Penalty: 6384.379395
	Iteration 3Q: 3 clusters Score -4.101442e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176546 members 
Mstep: Class 2 contains 212609 members 
Entering Unmasked Estep 
Score: -41016764.000000 Penalty: 6384.379395
	Iteration 4Q: 3 clusters Score -4.101676e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 222498 members 
Entering Unmasked Estep 
Score: -41020920.000000 Penalty: 6384.379395
	Iteration 5Q: 3 clusters Score -4.102092e+07 nChanged 16979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 236841 members 
Entering Unmasked Estep 
Score: -41028408.000000 Penalty: 6384.379395
	Iteration 6Q: 3 clusters Score -4.102841e+07 nChanged 21941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132429 members 
Mstep: Class 2 contains 256726 members 
Entering Unmasked Estep 
Score: -41040872.000000 Penalty: 6384.379395
	Iteration 7F: 3 clusters Score -4.104087e+07 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 281337 members 
Entering Unmasked Estep 
Score: -41060388.000000 Penalty: 6384.379395
	Iteration 8F: 3 clusters Score -4.106039e+07 nChanged 27211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 306878 members 
Entering Unmasked Estep 
Score: -41082836.000000 Penalty: 6384.379395
	Iteration 9F: 3 clusters Score -4.108284e+07 nChanged 23384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 328414 members 
Entering Unmasked Estep 
Score: -41102364.000000 Penalty: 6384.379395
	Iteration 10F: 3 clusters Score -4.110236e+07 nChanged 17261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 344011 members 
Entering Unmasked Estep 
Score: -41114416.000000 Penalty: 6384.379395
	Iteration 11Q: 3 clusters Score -4.111442e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 354262 members 
Entering Unmasked Estep 
Score: -41121380.000000 Penalty: 6384.379395
	Iteration 12Q: 3 clusters Score -4.112138e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 361607 members 
Entering Unmasked Estep 
Score: -41125216.000000 Penalty: 6384.379395
	Iteration 13Q: 3 clusters Score -4.112522e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 367288 members 
Entering Unmasked Estep 
Score: -41127660.000000 Penalty: 6384.379395
	Iteration 14Q: 3 clusters Score -4.112766e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 371950 members 
Entering Unmasked Estep 
Score: -41129588.000000 Penalty: 6384.379395
	Iteration 15Q: 3 clusters Score -4.112959e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 375662 members 
Entering Unmasked Estep 
Score: -41131220.000000 Penalty: 6384.379395
	Iteration 16Q: 3 clusters Score -4.113122e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 378698 members 
Entering Unmasked Estep 
Score: -41132316.000000 Penalty: 6384.379395
	Iteration 17Q: 3 clusters Score -4.113232e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 381256 members 
Entering Unmasked Estep 
Score: -41133440.000000 Penalty: 6384.379395
	Iteration 18Q: 3 clusters Score -4.113344e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 383336 members 
Entering Unmasked Estep 
Score: -41134540.000000 Penalty: 6384.379395
	Iteration 19Q: 3 clusters Score -4.113454e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 385006 members 
Entering Unmasked Estep 
Score: -41135268.000000 Penalty: 6384.379395
	Iteration 20F: 3 clusters Score -4.113527e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 386293 members 
Entering Unmasked Estep 
Score: -41135940.000000 Penalty: 6384.379395
	Iteration 21Q: 3 clusters Score -4.113594e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 387189 members 
Entering Unmasked Estep 
Score: -41136348.000000 Penalty: 6384.379395
	Iteration 22Q: 3 clusters Score -4.113635e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 387732 members 
Entering Unmasked Estep 
Score: -41136568.000000 Penalty: 6384.379395
	Iteration 23Q: 3 clusters Score -4.113657e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 388085 members 
Entering Unmasked Estep 
Score: -41136796.000000 Penalty: 6384.379395
	Iteration 24Q: 3 clusters Score -4.11368e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 388330 members 
Entering Unmasked Estep 
Score: -41136956.000000 Penalty: 6384.379395
	Iteration 25Q: 3 clusters Score -4.113696e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 388477 members 
Entering Unmasked Estep 
Score: -41137032.000000 Penalty: 6384.379395
	Iteration 26Q: 3 clusters Score -4.113703e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 388569 members 
Entering Unmasked Estep 
Score: -41137060.000000 Penalty: 6384.379395
	Iteration 27Q: 3 clusters Score -4.113706e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 388633 members 
Entering Unmasked Estep 
Score: -41137104.000000 Penalty: 6384.379395
	Iteration 28Q: 3 clusters Score -4.11371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 388674 members 
Entering Unmasked Estep 
Score: -41137160.000000 Penalty: 6384.379395
	Iteration 29Q: 3 clusters Score -4.113716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 388699 members 
Entering Unmasked Estep 
Score: -41137164.000000 Penalty: 6384.379395
	Iteration 30Q: 3 clusters Score -4.113716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 388716 members 
Entering Unmasked Estep 
Score: -41137200.000000 Penalty: 6384.379395
	Iteration 31Q: 3 clusters Score -4.11372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 388729 members 
Entering Unmasked Estep 
Score: -41137192.000000 Penalty: 6384.379395
	Iteration 32Q: 3 clusters Score -4.113719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 388737 members 
Entering Unmasked Estep 
Score: -41137196.000000 Penalty: 6384.379395
	Iteration 33Q: 3 clusters Score -4.11372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 388743 members 
Entering Unmasked Estep 
Score: -41137188.000000 Penalty: 6384.379395
	Iteration 34Q: 3 clusters Score -4.113719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 388749 members 
Entering Unmasked Estep 
Score: -41137216.000000 Penalty: 6384.379395
	Iteration 35Q: 3 clusters Score -4.113722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 388757 members 
Entering Unmasked Estep 
Score: -41137228.000000 Penalty: 6384.379395
	Iteration 36Q: 3 clusters Score -4.113723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388765 members 
Entering Unmasked Estep 
Score: -41137232.000000 Penalty: 6384.379395
	Iteration 37Q: 3 clusters Score -4.113723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 388774 members 
Entering Unmasked Estep 
Score: -41137264.000000 Penalty: 6384.379395
	Iteration 38Q: 3 clusters Score -4.113726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 388783 members 
Entering Unmasked Estep 
Score: -41137268.000000 Penalty: 6384.379395
	Iteration 39Q: 3 clusters Score -4.113727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 388784 members 
Entering Unmasked Estep 
Score: -41137268.000000 Penalty: 6384.379395
	Iteration 40F: 3 clusters Score -4.113727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 388786 members 
Entering Unmasked Estep 
Score: -41137260.000000 Penalty: 6384.379395
	Iteration 41Q: 3 clusters Score -4.113726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 388786 members 
Entering Unmasked Estep 
Score: -41137260.000000 Penalty: 6384.379395
	Iteration 42F: 3 clusters Score -4.113726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (333575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333575 members 
Entering Unmasked Estep 
Score: -35409368.000000 Penalty: 3153.970459
	Iteration 0F: 2 clusters Score -3.540937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -35194252.000000 Penalty: 6307.940918
	Iteration 0F: 3 clusters Score -3.519425e+07 nChanged 162068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 167607 members 
Entering Unmasked Estep 
Score: -35292088.000000 Penalty: 6307.940918
	Iteration 1F: 3 clusters Score -3.529209e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -35294408.000000 Penalty: 6307.940918
	Iteration 2Q: 3 clusters Score -3.529441e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -35296924.000000 Penalty: 6307.940918
	Iteration 3Q: 3 clusters Score -3.529692e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 170570 members 
Entering Unmasked Estep 
Score: -35300780.000000 Penalty: 6307.940918
	Iteration 4Q: 3 clusters Score -3.530078e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -35306336.000000 Penalty: 6307.940918
	Iteration 5Q: 3 clusters Score -3.530634e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 175733 members 
Entering Unmasked Estep 
Score: -35314364.000000 Penalty: 6307.940918
	Iteration 6Q: 3 clusters Score -3.531436e+07 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 179806 members 
Entering Unmasked Estep 
Score: -35326728.000000 Penalty: 6307.940918
	Iteration 7F: 3 clusters Score -3.532673e+07 nChanged 20649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149236 members 
Mstep: Class 2 contains 184339 members 
Entering Unmasked Estep 
Score: -35341924.000000 Penalty: 6307.940918
	Iteration 8F: 3 clusters Score -3.534192e+07 nChanged 19839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144915 members 
Mstep: Class 2 contains 188660 members 
Entering Unmasked Estep 
Score: -35353828.000000 Penalty: 6307.940918
	Iteration 9F: 3 clusters Score -3.535383e+07 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 192683 members 
Entering Unmasked Estep 
Score: -35359864.000000 Penalty: 6307.940918
	Iteration 10Q: 3 clusters Score -3.535986e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136876 members 
Mstep: Class 2 contains 196699 members 
Entering Unmasked Estep 
Score: -35362212.000000 Penalty: 6307.940918
	Iteration 11Q: 3 clusters Score -3.536221e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 200983 members 
Entering Unmasked Estep 
Score: -35363252.000000 Penalty: 6307.940918
	Iteration 12Q: 3 clusters Score -3.536325e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 205645 members 
Entering Unmasked Estep 
Score: -35363980.000000 Penalty: 6307.940918
	Iteration 13Q: 3 clusters Score -3.536398e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 210748 members 
Entering Unmasked Estep 
Score: -35365024.000000 Penalty: 6307.940918
	Iteration 14Q: 3 clusters Score -3.536502e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 216147 members 
Entering Unmasked Estep 
Score: -35366080.000000 Penalty: 6307.940918
	Iteration 15Q: 3 clusters Score -3.536608e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 222026 members 
Entering Unmasked Estep 
Score: -35367132.000000 Penalty: 6307.940918
	Iteration 16Q: 3 clusters Score -3.536713e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 228269 members 
Entering Unmasked Estep 
Score: -35368680.000000 Penalty: 6307.940918
	Iteration 17Q: 3 clusters Score -3.536868e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 234775 members 
Entering Unmasked Estep 
Score: -35370348.000000 Penalty: 6307.940918
	Iteration 18Q: 3 clusters Score -3.537035e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 241358 members 
Entering Unmasked Estep 
Score: -35372012.000000 Penalty: 6307.940918
	Iteration 19Q: 3 clusters Score -3.537201e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 248072 members 
Entering Unmasked Estep 
Score: -35373716.000000 Penalty: 6307.940918
	Iteration 20F: 3 clusters Score -3.537372e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 254619 members 
Entering Unmasked Estep 
Score: -35375804.000000 Penalty: 6307.940918
	Iteration 21Q: 3 clusters Score -3.53758e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 261262 members 
Entering Unmasked Estep 
Score: -35377604.000000 Penalty: 6307.940918
	Iteration 22Q: 3 clusters Score -3.53776e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 267873 members 
Entering Unmasked Estep 
Score: -35379760.000000 Penalty: 6307.940918
	Iteration 23Q: 3 clusters Score -3.537976e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 274373 members 
Entering Unmasked Estep 
Score: -35381872.000000 Penalty: 6307.940918
	Iteration 24Q: 3 clusters Score -3.538187e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 280744 members 
Entering Unmasked Estep 
Score: -35384260.000000 Penalty: 6307.940918
	Iteration 25Q: 3 clusters Score -3.538426e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 286849 members 
Entering Unmasked Estep 
Score: -35386540.000000 Penalty: 6307.940918
	Iteration 26Q: 3 clusters Score -3.538654e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 292728 members 
Entering Unmasked Estep 
Score: -35388956.000000 Penalty: 6307.940918
	Iteration 27Q: 3 clusters Score -3.538896e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 298363 members 
Entering Unmasked Estep 
Score: -35391440.000000 Penalty: 6307.940918
	Iteration 28Q: 3 clusters Score -3.539144e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 303726 members 
Entering Unmasked Estep 
Score: -35394020.000000 Penalty: 6307.940918
	Iteration 29Q: 3 clusters Score -3.539402e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 308645 members 
Entering Unmasked Estep 
Score: -35396040.000000 Penalty: 6307.940918
	Iteration 30Q: 3 clusters Score -3.539604e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 313026 members 
Entering Unmasked Estep 
Score: -35398092.000000 Penalty: 6307.940918
	Iteration 31Q: 3 clusters Score -3.539809e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 316883 members 
Entering Unmasked Estep 
Score: -35400396.000000 Penalty: 6307.940918
	Iteration 32Q: 3 clusters Score -3.54004e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 320225 members 
Entering Unmasked Estep 
Score: -35402212.000000 Penalty: 6307.940918
	Iteration 33Q: 3 clusters Score -3.540221e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 322951 members 
Entering Unmasked Estep 
Score: -35403372.000000 Penalty: 6307.940918
	Iteration 34Q: 3 clusters Score -3.540337e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 325085 members 
Entering Unmasked Estep 
Score: -35404112.000000 Penalty: 6307.940918
	Iteration 35Q: 3 clusters Score -3.540411e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 326840 members 
Entering Unmasked Estep 
Score: -35404812.000000 Penalty: 6307.940918
	Iteration 36Q: 3 clusters Score -3.540481e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 328251 members 
Entering Unmasked Estep 
Score: -35405284.000000 Penalty: 6307.940918
	Iteration 37Q: 3 clusters Score -3.540528e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 329309 members 
Entering Unmasked Estep 
Score: -35405624.000000 Penalty: 6307.940918
	Iteration 38Q: 3 clusters Score -3.540562e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 330132 members 
Entering Unmasked Estep 
Score: -35406020.000000 Penalty: 6307.940918
	Iteration 39Q: 3 clusters Score -3.540602e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 330702 members 
Entering Unmasked Estep 
Score: -35406172.000000 Penalty: 6307.940918
	Iteration 40F: 3 clusters Score -3.540617e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 331118 members 
Entering Unmasked Estep 
Score: -35406244.000000 Penalty: 6307.940918
	Iteration 41Q: 3 clusters Score -3.540624e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 331426 members 
Entering Unmasked Estep 
Score: -35406440.000000 Penalty: 6307.940918
	Iteration 42Q: 3 clusters Score -3.540644e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 331678 members 
Entering Unmasked Estep 
Score: -35406488.000000 Penalty: 6307.940918
	Iteration 43Q: 3 clusters Score -3.540649e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 331849 members 
Entering Unmasked Estep 
Score: -35406604.000000 Penalty: 6307.940918
	Iteration 44Q: 3 clusters Score -3.54066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 331977 members 
Entering Unmasked Estep 
Score: -35406660.000000 Penalty: 6307.940918
	Iteration 45Q: 3 clusters Score -3.540666e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 332082 members 
Entering Unmasked Estep 
Score: -35406744.000000 Penalty: 6307.940918
	Iteration 46Q: 3 clusters Score -3.540674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 332177 members 
Entering Unmasked Estep 
Score: -35406752.000000 Penalty: 6307.940918
	Iteration 47Q: 3 clusters Score -3.540675e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 332247 members 
Entering Unmasked Estep 
Score: -35406756.000000 Penalty: 6307.940918
	Iteration 48Q: 3 clusters Score -3.540676e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 332296 members 
Entering Unmasked Estep 
Score: -35406768.000000 Penalty: 6307.940918
	Iteration 49Q: 3 clusters Score -3.540677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 332332 members 
Entering Unmasked Estep 
Score: -35406812.000000 Penalty: 6307.940918
	Iteration 50Q: 3 clusters Score -3.540681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 332369 members 
Entering Unmasked Estep 
Score: -35406856.000000 Penalty: 6307.940918
	Iteration 51Q: 3 clusters Score -3.540686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 332389 members 
Entering Unmasked Estep 
Score: -35406856.000000 Penalty: 6307.940918
	Iteration 52Q: 3 clusters Score -3.540686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 332407 members 
Entering Unmasked Estep 
Score: -35406860.000000 Penalty: 6307.940918
	Iteration 53Q: 3 clusters Score -3.540686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 332423 members 
Entering Unmasked Estep 
Score: -35406872.000000 Penalty: 6307.940918
	Iteration 54Q: 3 clusters Score -3.540687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 332435 members 
Entering Unmasked Estep 
Score: -35406848.000000 Penalty: 6307.940918
	Iteration 55Q: 3 clusters Score -3.540685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 332444 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 56Q: 3 clusters Score -3.540688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 332448 members 
Entering Unmasked Estep 
Score: -35406876.000000 Penalty: 6307.940918
	Iteration 57Q: 3 clusters Score -3.540688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 332452 members 
Entering Unmasked Estep 
Score: -35406888.000000 Penalty: 6307.940918
	Iteration 58Q: 3 clusters Score -3.540689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 332456 members 
Entering Unmasked Estep 
Score: -35406892.000000 Penalty: 6307.940918
	Iteration 59Q: 3 clusters Score -3.540689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 332463 members 
Entering Unmasked Estep 
Score: -35406884.000000 Penalty: 6307.940918
	Iteration 60F: 3 clusters Score -3.540688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 332469 members 
Entering Unmasked Estep 
Score: -35406888.000000 Penalty: 6307.940918
	Iteration 61Q: 3 clusters Score -3.540689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 332476 members 
Entering Unmasked Estep 
Score: -35406868.000000 Penalty: 6307.940918
	Iteration 62Q: 3 clusters Score -3.540687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 332481 members 
Entering Unmasked Estep 
Score: -35406888.000000 Penalty: 6307.940918
	Iteration 63Q: 3 clusters Score -3.540689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 332486 members 
Entering Unmasked Estep 
Score: -35406884.000000 Penalty: 6307.940918
	Iteration 64Q: 3 clusters Score -3.540688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 332494 members 
Entering Unmasked Estep 
Score: -35406884.000000 Penalty: 6307.940918
	Iteration 65Q: 3 clusters Score -3.540688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 332501 members 
Entering Unmasked Estep 
Score: -35406896.000000 Penalty: 6307.940918
	Iteration 66Q: 3 clusters Score -3.54069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 332507 members 
Entering Unmasked Estep 
Score: -35406900.000000 Penalty: 6307.940918
	Iteration 67Q: 3 clusters Score -3.54069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 332515 members 
Entering Unmasked Estep 
Score: -35406884.000000 Penalty: 6307.940918
	Iteration 68Q: 3 clusters Score -3.540688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 332526 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 69Q: 3 clusters Score -3.540688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 332533 members 
Entering Unmasked Estep 
Score: -35406884.000000 Penalty: 6307.940918
	Iteration 70Q: 3 clusters Score -3.540688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 332538 members 
Entering Unmasked Estep 
Score: -35406892.000000 Penalty: 6307.940918
	Iteration 71Q: 3 clusters Score -3.540689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 332543 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 72Q: 3 clusters Score -3.540688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 332550 members 
Entering Unmasked Estep 
Score: -35406904.000000 Penalty: 6307.940918
	Iteration 73Q: 3 clusters Score -3.54069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 332552 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 74Q: 3 clusters Score -3.540688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 332555 members 
Entering Unmasked Estep 
Score: -35406892.000000 Penalty: 6307.940918
	Iteration 75Q: 3 clusters Score -3.540689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 332560 members 
Entering Unmasked Estep 
Score: -35406872.000000 Penalty: 6307.940918
	Iteration 76Q: 3 clusters Score -3.540687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 332566 members 
Entering Unmasked Estep 
Score: -35406876.000000 Penalty: 6307.940918
	Iteration 77Q: 3 clusters Score -3.540688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 332571 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 78Q: 3 clusters Score -3.540688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 332576 members 
Entering Unmasked Estep 
Score: -35406888.000000 Penalty: 6307.940918
	Iteration 79Q: 3 clusters Score -3.540689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 332578 members 
Entering Unmasked Estep 
Score: -35406860.000000 Penalty: 6307.940918
	Iteration 80F: 3 clusters Score -3.540686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 332581 members 
Entering Unmasked Estep 
Score: -35406860.000000 Penalty: 6307.940918
	Iteration 81Q: 3 clusters Score -3.540686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 332583 members 
Entering Unmasked Estep 
Score: -35406868.000000 Penalty: 6307.940918
	Iteration 82Q: 3 clusters Score -3.540687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 332587 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 83Q: 3 clusters Score -3.540688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 332588 members 
Entering Unmasked Estep 
Score: -35406880.000000 Penalty: 6307.940918
	Iteration 84Q: 3 clusters Score -3.540688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 332589 members 
Entering Unmasked Estep 
Score: -35406856.000000 Penalty: 6307.940918
	Iteration 85Q: 3 clusters Score -3.540686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 332590 members 
Entering Unmasked Estep 
Score: -35406856.000000 Penalty: 6307.940918
	Iteration 86Q: 3 clusters Score -3.540686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 332590 members 
Entering Unmasked Estep 
Score: -35406856.000000 Penalty: 6307.940918
	Iteration 87F: 3 clusters Score -3.540686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (282978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282978 members 
Entering Unmasked Estep 
Score: -30051848.000000 Penalty: 3113.174805
	Iteration 0F: 2 clusters Score -3.005185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141621 members 
Mstep: Class 2 contains 141357 members 
Entering Unmasked Estep 
Score: -29868638.000000 Penalty: 6226.349609
	Iteration 0F: 3 clusters Score -2.986864e+07 nChanged 137265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 135848 members 
Entering Unmasked Estep 
Score: -29950282.000000 Penalty: 6226.349609
	Iteration 1F: 3 clusters Score -2.995028e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -29952390.000000 Penalty: 6226.349609
	Iteration 2Q: 3 clusters Score -2.995239e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -29955542.000000 Penalty: 6226.349609
	Iteration 3Q: 3 clusters Score -2.995554e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -29960794.000000 Penalty: 6226.349609
	Iteration 4Q: 3 clusters Score -2.996079e+07 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175697 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -29969022.000000 Penalty: 6226.349609
	Iteration 5F: 3 clusters Score -2.996902e+07 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -29982118.000000 Penalty: 6226.349609
	Iteration 6F: 3 clusters Score -2.998212e+07 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210808 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -29998488.000000 Penalty: 6226.349609
	Iteration 7F: 3 clusters Score -2.999849e+07 nChanged 20065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228325 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -30015204.000000 Penalty: 6226.349609
	Iteration 8F: 3 clusters Score -3.00152e+07 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240734 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -30029190.000000 Penalty: 6226.349609
	Iteration 9F: 3 clusters Score -3.002919e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247676 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -30037236.000000 Penalty: 6226.349609
	Iteration 10Q: 3 clusters Score -3.003724e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251841 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -30040796.000000 Penalty: 6226.349609
	Iteration 11Q: 3 clusters Score -3.00408e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254981 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -30042608.000000 Penalty: 6226.349609
	Iteration 12Q: 3 clusters Score -3.004261e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257588 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -30043910.000000 Penalty: 6226.349609
	Iteration 13Q: 3 clusters Score -3.004391e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259867 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -30044970.000000 Penalty: 6226.349609
	Iteration 14Q: 3 clusters Score -3.004497e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261945 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -30045734.000000 Penalty: 6226.349609
	Iteration 15Q: 3 clusters Score -3.004573e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263820 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -30046558.000000 Penalty: 6226.349609
	Iteration 16Q: 3 clusters Score -3.004656e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265542 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -30047152.000000 Penalty: 6226.349609
	Iteration 17Q: 3 clusters Score -3.004715e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267117 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -30047740.000000 Penalty: 6226.349609
	Iteration 18Q: 3 clusters Score -3.004774e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268535 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -30048240.000000 Penalty: 6226.349609
	Iteration 19Q: 3 clusters Score -3.004824e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269792 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -30048674.000000 Penalty: 6226.349609
	Iteration 20F: 3 clusters Score -3.004867e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270927 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -30048986.000000 Penalty: 6226.349609
	Iteration 21Q: 3 clusters Score -3.004899e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271930 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -30049350.000000 Penalty: 6226.349609
	Iteration 22Q: 3 clusters Score -3.004935e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272818 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -30049614.000000 Penalty: 6226.349609
	Iteration 23Q: 3 clusters Score -3.004961e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273590 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -30049804.000000 Penalty: 6226.349609
	Iteration 24Q: 3 clusters Score -3.00498e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274236 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -30049922.000000 Penalty: 6226.349609
	Iteration 25Q: 3 clusters Score -3.004992e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274802 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -30050060.000000 Penalty: 6226.349609
	Iteration 26Q: 3 clusters Score -3.005006e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275299 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -30050218.000000 Penalty: 6226.349609
	Iteration 27Q: 3 clusters Score -3.005022e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275775 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -30050232.000000 Penalty: 6226.349609
	Iteration 28Q: 3 clusters Score -3.005023e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276190 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -30050320.000000 Penalty: 6226.349609
	Iteration 29Q: 3 clusters Score -3.005032e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276564 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -30050332.000000 Penalty: 6226.349609
	Iteration 30Q: 3 clusters Score -3.005033e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276906 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -30050518.000000 Penalty: 6226.349609
	Iteration 31Q: 3 clusters Score -3.005052e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277221 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -30050638.000000 Penalty: 6226.349609
	Iteration 32Q: 3 clusters Score -3.005064e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277490 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -30050654.000000 Penalty: 6226.349609
	Iteration 33Q: 3 clusters Score -3.005065e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277709 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -30050742.000000 Penalty: 6226.349609
	Iteration 34Q: 3 clusters Score -3.005074e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277882 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -30050716.000000 Penalty: 6226.349609
	Iteration 35Q: 3 clusters Score -3.005072e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278032 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -30050744.000000 Penalty: 6226.349609
	Iteration 36Q: 3 clusters Score -3.005074e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278166 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -30050700.000000 Penalty: 6226.349609
	Iteration 37Q: 3 clusters Score -3.00507e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278269 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -30050714.000000 Penalty: 6226.349609
	Iteration 38Q: 3 clusters Score -3.005071e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278359 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -30050758.000000 Penalty: 6226.349609
	Iteration 39Q: 3 clusters Score -3.005076e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278438 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -30050794.000000 Penalty: 6226.349609
	Iteration 40F: 3 clusters Score -3.005079e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278515 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -30050848.000000 Penalty: 6226.349609
	Iteration 41Q: 3 clusters Score -3.005085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278577 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -30050836.000000 Penalty: 6226.349609
	Iteration 42Q: 3 clusters Score -3.005084e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278629 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -30050876.000000 Penalty: 6226.349609
	Iteration 43Q: 3 clusters Score -3.005088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278672 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -30050884.000000 Penalty: 6226.349609
	Iteration 44Q: 3 clusters Score -3.005088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278714 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -30050880.000000 Penalty: 6226.349609
	Iteration 45Q: 3 clusters Score -3.005088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278745 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -30050888.000000 Penalty: 6226.349609
	Iteration 46Q: 3 clusters Score -3.005089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278774 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -30050916.000000 Penalty: 6226.349609
	Iteration 47Q: 3 clusters Score -3.005092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278789 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -30050904.000000 Penalty: 6226.349609
	Iteration 48Q: 3 clusters Score -3.00509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278808 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -30050914.000000 Penalty: 6226.349609
	Iteration 49Q: 3 clusters Score -3.005091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278819 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -30050904.000000 Penalty: 6226.349609
	Iteration 50Q: 3 clusters Score -3.00509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278837 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -30050916.000000 Penalty: 6226.349609
	Iteration 51Q: 3 clusters Score -3.005092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278853 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -30050904.000000 Penalty: 6226.349609
	Iteration 52Q: 3 clusters Score -3.00509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278866 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -30050908.000000 Penalty: 6226.349609
	Iteration 53Q: 3 clusters Score -3.005091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278880 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -30050892.000000 Penalty: 6226.349609
	Iteration 54Q: 3 clusters Score -3.005089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278897 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -30050886.000000 Penalty: 6226.349609
	Iteration 55Q: 3 clusters Score -3.005089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278916 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -30050850.000000 Penalty: 6226.349609
	Iteration 56Q: 3 clusters Score -3.005085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278931 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -30050834.000000 Penalty: 6226.349609
	Iteration 57Q: 3 clusters Score -3.005083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278950 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -30050850.000000 Penalty: 6226.349609
	Iteration 58Q: 3 clusters Score -3.005085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278965 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -30050852.000000 Penalty: 6226.349609
	Iteration 59Q: 3 clusters Score -3.005085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278982 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -30050872.000000 Penalty: 6226.349609
	Iteration 60F: 3 clusters Score -3.005087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278991 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -30050874.000000 Penalty: 6226.349609
	Iteration 61Q: 3 clusters Score -3.005087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279003 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -30050876.000000 Penalty: 6226.349609
	Iteration 62Q: 3 clusters Score -3.005088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279012 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -30050868.000000 Penalty: 6226.349609
	Iteration 63Q: 3 clusters Score -3.005087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279024 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -30050874.000000 Penalty: 6226.349609
	Iteration 64Q: 3 clusters Score -3.005087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279035 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -30050862.000000 Penalty: 6226.349609
	Iteration 65Q: 3 clusters Score -3.005086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279046 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -30050842.000000 Penalty: 6226.349609
	Iteration 66Q: 3 clusters Score -3.005084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279051 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -30050848.000000 Penalty: 6226.349609
	Iteration 67Q: 3 clusters Score -3.005085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279056 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -30050858.000000 Penalty: 6226.349609
	Iteration 68Q: 3 clusters Score -3.005086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279063 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -30050870.000000 Penalty: 6226.349609
	Iteration 69Q: 3 clusters Score -3.005087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279068 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -30050864.000000 Penalty: 6226.349609
	Iteration 70Q: 3 clusters Score -3.005086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279072 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -30050870.000000 Penalty: 6226.349609
	Iteration 71Q: 3 clusters Score -3.005087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279080 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -30050866.000000 Penalty: 6226.349609
	Iteration 72Q: 3 clusters Score -3.005087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279087 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -30050860.000000 Penalty: 6226.349609
	Iteration 73Q: 3 clusters Score -3.005086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279094 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -30050868.000000 Penalty: 6226.349609
	Iteration 74Q: 3 clusters Score -3.005087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279097 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -30050878.000000 Penalty: 6226.349609
	Iteration 75Q: 3 clusters Score -3.005088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279103 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -30050886.000000 Penalty: 6226.349609
	Iteration 76Q: 3 clusters Score -3.005089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279110 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -30050878.000000 Penalty: 6226.349609
	Iteration 77Q: 3 clusters Score -3.005088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279112 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -30050848.000000 Penalty: 6226.349609
	Iteration 78Q: 3 clusters Score -3.005085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279113 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -30050856.000000 Penalty: 6226.349609
	Iteration 79Q: 3 clusters Score -3.005086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279113 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -30050856.000000 Penalty: 6226.349609
	Iteration 80F: 3 clusters Score -3.005086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -43378.472656 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -43378.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41914.414062 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -41914.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42071.468750 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -42071.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42143.613281 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -42143.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42173.363281 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -42173.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42193.550781 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -42193.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42212.281250 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -42212.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42222.207031 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -42222.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42224.175781 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -42224.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42224.855469 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -42224.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42225.742188 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -42225.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42225.742188 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -42225.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -142721.734375 Penalty: 1833.376587
	Iteration 0F: 2 clusters Score -142721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140428.296875 Penalty: 3666.753174
	Iteration 0F: 3 clusters Score -140428.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141293.125000 Penalty: 3666.753174
	Iteration 1F: 3 clusters Score -141293.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -141958.453125 Penalty: 3666.753174
	Iteration 2F: 3 clusters Score -141958.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142226.812500 Penalty: 3666.753174
	Iteration 3F: 3 clusters Score -142226.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -142554.062500 Penalty: 3666.753174
	Iteration 4F: 3 clusters Score -142554.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142904.046875 Penalty: 3666.753174
	Iteration 5F: 3 clusters Score -142904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -143244.375000 Penalty: 3666.753174
	Iteration 6F: 3 clusters Score -143244.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -143531.468750 Penalty: 3666.753174
	Iteration 7Q: 3 clusters Score -143531.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -143712.515625 Penalty: 3666.753174
	Iteration 8Q: 3 clusters Score -143712.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -143783.421875 Penalty: 3666.753174
	Iteration 9Q: 3 clusters Score -143783.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -143852.250000 Penalty: 3666.753174
	Iteration 10Q: 3 clusters Score -143852.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -143909.921875 Penalty: 3666.753174
	Iteration 11Q: 3 clusters Score -143909.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -143989.640625 Penalty: 3666.753174
	Iteration 12Q: 3 clusters Score -143989.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -144090.093750 Penalty: 3666.753174
	Iteration 13Q: 3 clusters Score -144090.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144180.359375 Penalty: 3666.753174
	Iteration 14Q: 3 clusters Score -144180.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144274.843750 Penalty: 3666.753174
	Iteration 15Q: 3 clusters Score -144274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144339.093750 Penalty: 3666.753174
	Iteration 16Q: 3 clusters Score -144339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -144381.234375 Penalty: 3666.753174
	Iteration 17Q: 3 clusters Score -144381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -144397.781250 Penalty: 3666.753174
	Iteration 18Q: 3 clusters Score -144397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144402.515625 Penalty: 3666.753174
	Iteration 19Q: 3 clusters Score -144402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144402.515625 Penalty: 3666.753174
	Iteration 20F: 3 clusters Score -144402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 272875 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389155 members 
Mstep: Class 7 contains 333575 members 
Mstep: Class 8 contains 282978 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 32058 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87002 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 935 members 
Entering Unmasked Estep 
Score: -158339184.000000 Penalty: 63555.152344
Splitting cluster 10 changes total score from -158339440.000000 to -158339184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (32058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Entering Unmasked Estep 
Score: -3120372.500000 Penalty: 2573.074951
	Iteration 0F: 2 clusters Score -3120372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3098463.750000 Penalty: 5146.149902
	Iteration 0F: 3 clusters Score -3098464 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3106815.750000 Penalty: 5146.149902
	Iteration 1F: 3 clusters Score -3106816 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3107702.000000 Penalty: 5146.149902
	Iteration 2F: 3 clusters Score -3107702 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3108686.750000 Penalty: 5146.149902
	Iteration 3F: 3 clusters Score -3108687 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3109623.750000 Penalty: 5146.149902
	Iteration 4F: 3 clusters Score -3109624 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3110441.000000 Penalty: 5146.149902
	Iteration 5F: 3 clusters Score -3110441 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3111104.500000 Penalty: 5146.149902
	Iteration 6Q: 3 clusters Score -3111104 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3111673.000000 Penalty: 5146.149902
	Iteration 7Q: 3 clusters Score -3111673 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3112084.000000 Penalty: 5146.149902
	Iteration 8Q: 3 clusters Score -3112084 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3112424.750000 Penalty: 5146.149902
	Iteration 9Q: 3 clusters Score -3112425 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3112721.250000 Penalty: 5146.149902
	Iteration 10Q: 3 clusters Score -3112721 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3112988.500000 Penalty: 5146.149902
	Iteration 11Q: 3 clusters Score -3112988 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3113262.750000 Penalty: 5146.149902
	Iteration 12Q: 3 clusters Score -3113263 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3113593.250000 Penalty: 5146.149902
	Iteration 13Q: 3 clusters Score -3113593 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3113918.500000 Penalty: 5146.149902
	Iteration 14Q: 3 clusters Score -3113918 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3114220.750000 Penalty: 5146.149902
	Iteration 15Q: 3 clusters Score -3114221 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3114524.000000 Penalty: 5146.149902
	Iteration 16Q: 3 clusters Score -3114524 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3114807.250000 Penalty: 5146.149902
	Iteration 17Q: 3 clusters Score -3114807 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3115104.750000 Penalty: 5146.149902
	Iteration 18Q: 3 clusters Score -3115105 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3115369.250000 Penalty: 5146.149902
	Iteration 19Q: 3 clusters Score -3115369 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3115641.000000 Penalty: 5146.149902
	Iteration 20F: 3 clusters Score -3115641 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3115870.250000 Penalty: 5146.149902
	Iteration 21Q: 3 clusters Score -3115870 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3116121.750000 Penalty: 5146.149902
	Iteration 22Q: 3 clusters Score -3116122 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3116398.000000 Penalty: 5146.149902
	Iteration 23Q: 3 clusters Score -3116398 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3116672.000000 Penalty: 5146.149902
	Iteration 24Q: 3 clusters Score -3116672 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3116967.250000 Penalty: 5146.149902
	Iteration 25Q: 3 clusters Score -3116967 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3117280.000000 Penalty: 5146.149902
	Iteration 26Q: 3 clusters Score -3117280 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3117582.500000 Penalty: 5146.149902
	Iteration 27Q: 3 clusters Score -3117582 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3117857.500000 Penalty: 5146.149902
	Iteration 28Q: 3 clusters Score -3117858 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3118074.500000 Penalty: 5146.149902
	Iteration 29Q: 3 clusters Score -3118074 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3118222.500000 Penalty: 5146.149902
	Iteration 30Q: 3 clusters Score -3118222 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3118321.500000 Penalty: 5146.149902
	Iteration 31Q: 3 clusters Score -3118322 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3118427.750000 Penalty: 5146.149902
	Iteration 32Q: 3 clusters Score -3118428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3118525.250000 Penalty: 5146.149902
	Iteration 33Q: 3 clusters Score -3118525 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3118580.250000 Penalty: 5146.149902
	Iteration 34Q: 3 clusters Score -3118580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3118637.750000 Penalty: 5146.149902
	Iteration 35Q: 3 clusters Score -3118638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3118694.750000 Penalty: 5146.149902
	Iteration 36Q: 3 clusters Score -3118695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3118725.000000 Penalty: 5146.149902
	Iteration 37Q: 3 clusters Score -3118725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3118774.750000 Penalty: 5146.149902
	Iteration 38Q: 3 clusters Score -3118775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3118789.250000 Penalty: 5146.149902
	Iteration 39Q: 3 clusters Score -3118789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3118809.250000 Penalty: 5146.149902
	Iteration 40F: 3 clusters Score -3118809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3118831.500000 Penalty: 5146.149902
	Iteration 41Q: 3 clusters Score -3118832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3118837.750000 Penalty: 5146.149902
	Iteration 42Q: 3 clusters Score -3118838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3118853.750000 Penalty: 5146.149902
	Iteration 43Q: 3 clusters Score -3118854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3118861.750000 Penalty: 5146.149902
	Iteration 44Q: 3 clusters Score -3118862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3118864.000000 Penalty: 5146.149902
	Iteration 45Q: 3 clusters Score -3118864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3118872.500000 Penalty: 5146.149902
	Iteration 46Q: 3 clusters Score -3118872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3118882.750000 Penalty: 5146.149902
	Iteration 47Q: 3 clusters Score -3118883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3118888.750000 Penalty: 5146.149902
	Iteration 48Q: 3 clusters Score -3118889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3118893.500000 Penalty: 5146.149902
	Iteration 49Q: 3 clusters Score -3118894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3118894.750000 Penalty: 5146.149902
	Iteration 50Q: 3 clusters Score -3118895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3118894.500000 Penalty: 5146.149902
	Iteration 51Q: 3 clusters Score -3118894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3118896.250000 Penalty: 5146.149902
	Iteration 52Q: 3 clusters Score -3118896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3118900.750000 Penalty: 5146.149902
	Iteration 53Q: 3 clusters Score -3118901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3118903.750000 Penalty: 5146.149902
	Iteration 54Q: 3 clusters Score -3118904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3118906.000000 Penalty: 5146.149902
	Iteration 55Q: 3 clusters Score -3118906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3118912.000000 Penalty: 5146.149902
	Iteration 56Q: 3 clusters Score -3118912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3118912.000000 Penalty: 5146.149902
	Iteration 57Q: 3 clusters Score -3118912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3118914.750000 Penalty: 5146.149902
	Iteration 58Q: 3 clusters Score -3118915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3118915.750000 Penalty: 5146.149902
	Iteration 59Q: 3 clusters Score -3118916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3118912.500000 Penalty: 5146.149902
	Iteration 60F: 3 clusters Score -3118912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3118915.000000 Penalty: 5146.149902
	Iteration 61Q: 3 clusters Score -3118915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3118912.000000 Penalty: 5146.149902
	Iteration 62Q: 3 clusters Score -3118912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3118919.000000 Penalty: 5146.149902
	Iteration 63Q: 3 clusters Score -3118919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3118927.250000 Penalty: 5146.149902
	Iteration 64Q: 3 clusters Score -3118927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3118923.750000 Penalty: 5146.149902
	Iteration 65Q: 3 clusters Score -3118924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3118928.000000 Penalty: 5146.149902
	Iteration 66Q: 3 clusters Score -3118928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3118927.000000 Penalty: 5146.149902
	Iteration 67Q: 3 clusters Score -3118927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3118927.000000 Penalty: 5146.149902
	Iteration 68Q: 3 clusters Score -3118927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3118927.500000 Penalty: 5146.149902
	Iteration 69Q: 3 clusters Score -3118928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3118923.250000 Penalty: 5146.149902
	Iteration 70Q: 3 clusters Score -3118923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3118927.000000 Penalty: 5146.149902
	Iteration 71Q: 3 clusters Score -3118927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3118928.750000 Penalty: 5146.149902
	Iteration 72Q: 3 clusters Score -3118929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3118929.500000 Penalty: 5146.149902
	Iteration 73Q: 3 clusters Score -3118930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3118931.750000 Penalty: 5146.149902
	Iteration 74Q: 3 clusters Score -3118932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3118925.250000 Penalty: 5146.149902
	Iteration 75Q: 3 clusters Score -3118925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3118925.250000 Penalty: 5146.149902
	Iteration 76F: 3 clusters Score -3118925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1360098.125000 Penalty: 2342.560303
	Iteration 0F: 2 clusters Score -1360098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1350690.875000 Penalty: 4685.120605
	Iteration 0F: 3 clusters Score -1350691 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1353514.000000 Penalty: 4685.120605
	Iteration 1F: 3 clusters Score -1353514 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1353865.375000 Penalty: 4685.120605
	Iteration 2F: 3 clusters Score -1353865 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1354116.125000 Penalty: 4685.120605
	Iteration 3Q: 3 clusters Score -1354116 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1354348.750000 Penalty: 4685.120605
	Iteration 4Q: 3 clusters Score -1354349 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1354572.500000 Penalty: 4685.120605
	Iteration 5Q: 3 clusters Score -1354572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1354891.750000 Penalty: 4685.120605
	Iteration 6Q: 3 clusters Score -1354892 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1355243.250000 Penalty: 4685.120605
	Iteration 7Q: 3 clusters Score -1355243 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1355648.250000 Penalty: 4685.120605
	Iteration 8Q: 3 clusters Score -1355648 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1356096.375000 Penalty: 4685.120605
	Iteration 9F: 3 clusters Score -1356096 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1356577.000000 Penalty: 4685.120605
	Iteration 10F: 3 clusters Score -1356577 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1356983.750000 Penalty: 4685.120605
	Iteration 11Q: 3 clusters Score -1356984 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1357316.875000 Penalty: 4685.120605
	Iteration 12Q: 3 clusters Score -1357317 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1357608.250000 Penalty: 4685.120605
	Iteration 13Q: 3 clusters Score -1357608 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1357857.625000 Penalty: 4685.120605
	Iteration 14Q: 3 clusters Score -1357858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1358013.250000 Penalty: 4685.120605
	Iteration 15Q: 3 clusters Score -1358013 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1358096.625000 Penalty: 4685.120605
	Iteration 16Q: 3 clusters Score -1358097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1358146.500000 Penalty: 4685.120605
	Iteration 17Q: 3 clusters Score -1358146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1358196.375000 Penalty: 4685.120605
	Iteration 18Q: 3 clusters Score -1358196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1358220.875000 Penalty: 4685.120605
	Iteration 19Q: 3 clusters Score -1358221 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1358250.125000 Penalty: 4685.120605
	Iteration 20F: 3 clusters Score -1358250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1358274.625000 Penalty: 4685.120605
	Iteration 21Q: 3 clusters Score -1358275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1358295.875000 Penalty: 4685.120605
	Iteration 22Q: 3 clusters Score -1358296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1358317.625000 Penalty: 4685.120605
	Iteration 23Q: 3 clusters Score -1358318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1358329.250000 Penalty: 4685.120605
	Iteration 24Q: 3 clusters Score -1358329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1358348.500000 Penalty: 4685.120605
	Iteration 25Q: 3 clusters Score -1358348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1358353.125000 Penalty: 4685.120605
	Iteration 26Q: 3 clusters Score -1358353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1358354.875000 Penalty: 4685.120605
	Iteration 27Q: 3 clusters Score -1358355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1358356.625000 Penalty: 4685.120605
	Iteration 28Q: 3 clusters Score -1358357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1358368.750000 Penalty: 4685.120605
	Iteration 29Q: 3 clusters Score -1358369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1358374.000000 Penalty: 4685.120605
	Iteration 30Q: 3 clusters Score -1358374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1358377.500000 Penalty: 4685.120605
	Iteration 31Q: 3 clusters Score -1358378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1358385.125000 Penalty: 4685.120605
	Iteration 32Q: 3 clusters Score -1358385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1358389.375000 Penalty: 4685.120605
	Iteration 33Q: 3 clusters Score -1358389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1358393.000000 Penalty: 4685.120605
	Iteration 34Q: 3 clusters Score -1358393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1358394.500000 Penalty: 4685.120605
	Iteration 35Q: 3 clusters Score -1358394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1358395.000000 Penalty: 4685.120605
	Iteration 36Q: 3 clusters Score -1358395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1358397.875000 Penalty: 4685.120605
	Iteration 37Q: 3 clusters Score -1358398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1358402.375000 Penalty: 4685.120605
	Iteration 38Q: 3 clusters Score -1358402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1358402.875000 Penalty: 4685.120605
	Iteration 39Q: 3 clusters Score -1358403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1358403.750000 Penalty: 4685.120605
	Iteration 40F: 3 clusters Score -1358404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1358408.375000 Penalty: 4685.120605
	Iteration 41Q: 3 clusters Score -1358408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1358409.125000 Penalty: 4685.120605
	Iteration 42Q: 3 clusters Score -1358409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1358414.750000 Penalty: 4685.120605
	Iteration 43Q: 3 clusters Score -1358415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1358416.625000 Penalty: 4685.120605
	Iteration 44Q: 3 clusters Score -1358417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1358418.375000 Penalty: 4685.120605
	Iteration 45Q: 3 clusters Score -1358418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1358421.625000 Penalty: 4685.120605
	Iteration 46Q: 3 clusters Score -1358422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1358423.875000 Penalty: 4685.120605
	Iteration 47Q: 3 clusters Score -1358424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1358423.875000 Penalty: 4685.120605
	Iteration 48F: 3 clusters Score -1358424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -111908.945312 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -111908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109850.765625 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -109850.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110258.460938 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -110258.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110443.156250 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -110443.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110531.531250 Penalty: 3505.390625
	Iteration 3F: 3 clusters Score -110531.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110582.921875 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -110582.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -110627.882812 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -110627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110660.054688 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -110660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -110679.054688 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -110679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -110701.125000 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -110701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110714.945312 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -110714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -110727.000000 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -110727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110729.296875 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -110729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -110732.070312 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -110732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110733.109375 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -110733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110734.796875 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -110734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110737.304688 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -110737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110737.640625 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -110737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110737.640625 Penalty: 3505.390625
	Iteration 17F: 3 clusters Score -110737.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -184440.140625 Penalty: 1866.759521
	Iteration 0F: 2 clusters Score -184440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -181931.203125 Penalty: 3733.519043
	Iteration 0F: 3 clusters Score -181931.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -182370.906250 Penalty: 3733.519043
	Iteration 1F: 3 clusters Score -182370.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -182503.390625 Penalty: 3733.519043
	Iteration 2F: 3 clusters Score -182503.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -182612.343750 Penalty: 3733.519043
	Iteration 3F: 3 clusters Score -182612.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -182700.921875 Penalty: 3733.519043
	Iteration 4Q: 3 clusters Score -182700.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -182778.468750 Penalty: 3733.519043
	Iteration 5Q: 3 clusters Score -182778.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -182852.968750 Penalty: 3733.519043
	Iteration 6Q: 3 clusters Score -182853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -182901.750000 Penalty: 3733.519043
	Iteration 7Q: 3 clusters Score -182901.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -182936.984375 Penalty: 3733.519043
	Iteration 8Q: 3 clusters Score -182937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182962.265625 Penalty: 3733.519043
	Iteration 9Q: 3 clusters Score -182962.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182974.578125 Penalty: 3733.519043
	Iteration 10Q: 3 clusters Score -182974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182983.593750 Penalty: 3733.519043
	Iteration 11Q: 3 clusters Score -182983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -182991.843750 Penalty: 3733.519043
	Iteration 12Q: 3 clusters Score -182991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -183000.015625 Penalty: 3733.519043
	Iteration 13Q: 3 clusters Score -183000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -183013.421875 Penalty: 3733.519043
	Iteration 14Q: 3 clusters Score -183013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -183024.000000 Penalty: 3733.519043
	Iteration 15Q: 3 clusters Score -183024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -183041.281250 Penalty: 3733.519043
	Iteration 16Q: 3 clusters Score -183041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -183055.187500 Penalty: 3733.519043
	Iteration 17Q: 3 clusters Score -183055.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -183065.609375 Penalty: 3733.519043
	Iteration 18Q: 3 clusters Score -183065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -183072.812500 Penalty: 3733.519043
	Iteration 19Q: 3 clusters Score -183072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -183076.406250 Penalty: 3733.519043
	Iteration 20F: 3 clusters Score -183076.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -183085.281250 Penalty: 3733.519043
	Iteration 21Q: 3 clusters Score -183085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -183091.921875 Penalty: 3733.519043
	Iteration 22Q: 3 clusters Score -183091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -183097.343750 Penalty: 3733.519043
	Iteration 23Q: 3 clusters Score -183097.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -183104.796875 Penalty: 3733.519043
	Iteration 24Q: 3 clusters Score -183104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -183113.000000 Penalty: 3733.519043
	Iteration 25Q: 3 clusters Score -183113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -183119.953125 Penalty: 3733.519043
	Iteration 26Q: 3 clusters Score -183120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -183126.218750 Penalty: 3733.519043
	Iteration 27Q: 3 clusters Score -183126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -183133.265625 Penalty: 3733.519043
	Iteration 28Q: 3 clusters Score -183133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -183146.437500 Penalty: 3733.519043
	Iteration 29Q: 3 clusters Score -183146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -183152.625000 Penalty: 3733.519043
	Iteration 30Q: 3 clusters Score -183152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -183155.937500 Penalty: 3733.519043
	Iteration 31Q: 3 clusters Score -183155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -183160.046875 Penalty: 3733.519043
	Iteration 32Q: 3 clusters Score -183160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -183160.421875 Penalty: 3733.519043
	Iteration 33Q: 3 clusters Score -183160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -183160.734375 Penalty: 3733.519043
	Iteration 34Q: 3 clusters Score -183160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -183161.203125 Penalty: 3733.519043
	Iteration 35Q: 3 clusters Score -183161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -183161.437500 Penalty: 3733.519043
	Iteration 36Q: 3 clusters Score -183161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -183161.437500 Penalty: 3733.519043
	Iteration 37F: 3 clusters Score -183161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Entering Unmasked Estep 
Score: -8941155.000000 Penalty: 2820.674316
	Iteration 0F: 2 clusters Score -8941155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8882870.000000 Penalty: 5641.348633
	Iteration 0F: 3 clusters Score -8882870 nChanged 40872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -8906050.000000 Penalty: 5641.348633
	Iteration 1F: 3 clusters Score -8906050 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -8906691.000000 Penalty: 5641.348633
	Iteration 2Q: 3 clusters Score -8906691 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -8907437.000000 Penalty: 5641.348633
	Iteration 3Q: 3 clusters Score -8907437 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -8908422.000000 Penalty: 5641.348633
	Iteration 4Q: 3 clusters Score -8908422 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8909920.000000 Penalty: 5641.348633
	Iteration 5Q: 3 clusters Score -8909920 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -8912411.000000 Penalty: 5641.348633
	Iteration 6F: 3 clusters Score -8912411 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8916646.000000 Penalty: 5641.348633
	Iteration 7F: 3 clusters Score -8916646 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -8922323.000000 Penalty: 5641.348633
	Iteration 8F: 3 clusters Score -8922323 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -8928451.000000 Penalty: 5641.348633
	Iteration 9F: 3 clusters Score -8928451 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -8933371.000000 Penalty: 5641.348633
	Iteration 10F: 3 clusters Score -8933371 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8936224.000000 Penalty: 5641.348633
	Iteration 11Q: 3 clusters Score -8936224 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8937647.000000 Penalty: 5641.348633
	Iteration 12Q: 3 clusters Score -8937647 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8938205.000000 Penalty: 5641.348633
	Iteration 13Q: 3 clusters Score -8938205 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8938400.000000 Penalty: 5641.348633
	Iteration 14Q: 3 clusters Score -8938400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8938511.000000 Penalty: 5641.348633
	Iteration 15Q: 3 clusters Score -8938511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8938587.000000 Penalty: 5641.348633
	Iteration 16Q: 3 clusters Score -8938587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8938619.000000 Penalty: 5641.348633
	Iteration 17Q: 3 clusters Score -8938619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8938641.000000 Penalty: 5641.348633
	Iteration 18Q: 3 clusters Score -8938641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8938662.000000 Penalty: 5641.348633
	Iteration 19Q: 3 clusters Score -8938662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8938673.000000 Penalty: 5641.348633
	Iteration 20F: 3 clusters Score -8938673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8938687.000000 Penalty: 5641.348633
	Iteration 21Q: 3 clusters Score -8938687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8938685.000000 Penalty: 5641.348633
	Iteration 22Q: 3 clusters Score -8938685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8938687.000000 Penalty: 5641.348633
	Iteration 23Q: 3 clusters Score -8938687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8938687.000000 Penalty: 5641.348633
	Iteration 24F: 3 clusters Score -8938687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -74708.679688 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -74708.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72884.195312 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -72884.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -73522.453125 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -73522.45 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74184.007812 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -74184.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -74512.507812 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -74512.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -74743.789062 Penalty: 3395.028320
	Iteration 4F: 3 clusters Score -74743.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -74931.984375 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -74931.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75209.656250 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -75209.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75497.328125 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -75497.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75881.429688 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -75881.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -76579.929688 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -76579.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -77146.164062 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -77146.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -77404.093750 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -77404.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77502.242188 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -77502.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77502.242188 Penalty: 3395.028320
	Iteration 13F: 3 clusters Score -77502.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 272875 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389155 members 
Mstep: Class 7 contains 333575 members 
Mstep: Class 8 contains 282978 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32058 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87002 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 653 members 
Entering Unmasked Estep 
Score: -158340304.000000 Penalty: 63555.152344
Splitting cluster 16 changes total score from -158339440.000000 to -158340304.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 17 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -311481.031250 Penalty: 2026.206177
	Iteration 0F: 2 clusters Score -311481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -307913.593750 Penalty: 4052.412354
	Iteration 0F: 3 clusters Score -307913.6 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -308708.625000 Penalty: 4052.412354
	Iteration 1F: 3 clusters Score -308708.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -308906.000000 Penalty: 4052.412354
	Iteration 2F: 3 clusters Score -308906 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -309003.375000 Penalty: 4052.412354
	Iteration 3Q: 3 clusters Score -309003.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -309080.562500 Penalty: 4052.412354
	Iteration 4Q: 3 clusters Score -309080.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -309138.812500 Penalty: 4052.412354
	Iteration 5Q: 3 clusters Score -309138.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -309181.875000 Penalty: 4052.412354
	Iteration 6Q: 3 clusters Score -309181.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -309213.156250 Penalty: 4052.412354
	Iteration 7Q: 3 clusters Score -309213.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -309234.031250 Penalty: 4052.412354
	Iteration 8Q: 3 clusters Score -309234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -309249.875000 Penalty: 4052.412354
	Iteration 9Q: 3 clusters Score -309249.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -309270.593750 Penalty: 4052.412354
	Iteration 10Q: 3 clusters Score -309270.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -309289.875000 Penalty: 4052.412354
	Iteration 11Q: 3 clusters Score -309289.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -309311.437500 Penalty: 4052.412354
	Iteration 12Q: 3 clusters Score -309311.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -309335.312500 Penalty: 4052.412354
	Iteration 13Q: 3 clusters Score -309335.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -309348.062500 Penalty: 4052.412354
	Iteration 14Q: 3 clusters Score -309348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -309357.406250 Penalty: 4052.412354
	Iteration 15Q: 3 clusters Score -309357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -309361.875000 Penalty: 4052.412354
	Iteration 16Q: 3 clusters Score -309361.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -309366.781250 Penalty: 4052.412354
	Iteration 17Q: 3 clusters Score -309366.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -309372.156250 Penalty: 4052.412354
	Iteration 18Q: 3 clusters Score -309372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -309375.187500 Penalty: 4052.412354
	Iteration 19Q: 3 clusters Score -309375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -309377.531250 Penalty: 4052.412354
	Iteration 20F: 3 clusters Score -309377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -309378.562500 Penalty: 4052.412354
	Iteration 21Q: 3 clusters Score -309378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -309378.906250 Penalty: 4052.412354
	Iteration 22Q: 3 clusters Score -309378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -309379.656250 Penalty: 4052.412354
	Iteration 23Q: 3 clusters Score -309379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -309380.687500 Penalty: 4052.412354
	Iteration 24Q: 3 clusters Score -309380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -309380.687500 Penalty: 4052.412354
	Iteration 25F: 3 clusters Score -309380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 272875 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389155 members 
Mstep: Class 7 contains 333575 members 
Mstep: Class 8 contains 282978 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 32058 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 87002 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340368.000000 Penalty: 63555.152344
Iteration 119Q: 19 clusters Score -1.583404e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 272964 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 30028 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389110 members 
Mstep: Class 7 contains 333656 members 
Mstep: Class 8 contains 282792 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 32062 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 15 contains 86993 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340544.000000 Penalty: 63555.152344
Iteration 120F: 19 clusters Score -1.583405e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 273066 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 30024 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389087 members 
Mstep: Class 7 contains 333723 members 
Mstep: Class 8 contains 282562 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 86979 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340560.000000 Penalty: 63555.152344
Iteration 121Q: 19 clusters Score -1.583406e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 273175 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 30021 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389081 members 
Mstep: Class 7 contains 333802 members 
Mstep: Class 8 contains 282285 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1563 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 12865 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 86974 members 
Mstep: Class 16 contains 341 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340640.000000 Penalty: 63555.152344
Iteration 122Q: 19 clusters Score -1.583406e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 273268 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 30020 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389062 members 
Mstep: Class 7 contains 333853 members 
Mstep: Class 8 contains 282056 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1557 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 12942 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 86982 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340576.000000 Penalty: 63555.152344
Iteration 123Q: 19 clusters Score -1.583406e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 273364 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 30021 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389031 members 
Mstep: Class 7 contains 333954 members 
Mstep: Class 8 contains 281801 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 86981 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340528.000000 Penalty: 63555.152344
Iteration 124Q: 19 clusters Score -1.583405e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 273482 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 30017 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389069 members 
Mstep: Class 7 contains 333984 members 
Mstep: Class 8 contains 281526 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 13105 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 86980 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340512.000000 Penalty: 63555.152344
Iteration 125Q: 19 clusters Score -1.583405e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 273584 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 30009 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389139 members 
Mstep: Class 7 contains 334000 members 
Mstep: Class 8 contains 281248 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 13197 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 86977 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340448.000000 Penalty: 63555.152344
Iteration 126Q: 19 clusters Score -1.583404e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 273701 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389213 members 
Mstep: Class 7 contains 333981 members 
Mstep: Class 8 contains 280974 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 13301 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 86978 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340384.000000 Penalty: 63555.152344
Iteration 127Q: 19 clusters Score -1.583404e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 273784 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 29998 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 389278 members 
Mstep: Class 7 contains 333991 members 
Mstep: Class 8 contains 280711 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 13403 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 86972 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340352.000000 Penalty: 63555.152344
Iteration 128Q: 19 clusters Score -1.583404e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 273879 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 29997 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 389334 members 
Mstep: Class 7 contains 334061 members 
Mstep: Class 8 contains 280427 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 13476 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 86965 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340448.000000 Penalty: 63555.152344
Iteration 129Q: 19 clusters Score -1.583404e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 273990 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 30000 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 389333 members 
Mstep: Class 7 contains 334127 members 
Mstep: Class 8 contains 280175 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32074 members 
Mstep: Class 12 contains 13561 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 86958 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340528.000000 Penalty: 63555.152344
Iteration 130Q: 19 clusters Score -1.583405e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 274085 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 389324 members 
Mstep: Class 7 contains 334226 members 
Mstep: Class 8 contains 279902 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32079 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 86951 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340416.000000 Penalty: 63555.152344
Iteration 131Q: 19 clusters Score -1.583404e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 274190 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 30001 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 389310 members 
Mstep: Class 7 contains 334313 members 
Mstep: Class 8 contains 279643 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 13734 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 86941 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340640.000000 Penalty: 63555.152344
Iteration 132Q: 19 clusters Score -1.583406e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 274313 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 29991 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 389298 members 
Mstep: Class 7 contains 334381 members 
Mstep: Class 8 contains 279374 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32088 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 86933 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340576.000000 Penalty: 63555.152344
Iteration 133Q: 19 clusters Score -1.583406e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 274460 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 29987 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389299 members 
Mstep: Class 7 contains 334413 members 
Mstep: Class 8 contains 279099 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32093 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 86929 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340448.000000 Penalty: 63555.152344
Iteration 134Q: 19 clusters Score -1.583404e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 274643 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 29976 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389297 members 
Mstep: Class 7 contains 334409 members 
Mstep: Class 8 contains 278813 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32094 members 
Mstep: Class 12 contains 14024 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 86924 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340256.000000 Penalty: 63555.152344
Iteration 135Q: 19 clusters Score -1.583403e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 274775 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 29966 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389315 members 
Mstep: Class 7 contains 334414 members 
Mstep: Class 8 contains 278560 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32092 members 
Mstep: Class 12 contains 14123 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 86921 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340224.000000 Penalty: 63555.152344
Iteration 136Q: 19 clusters Score -1.583402e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 274923 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 29954 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389349 members 
Mstep: Class 7 contains 334400 members 
Mstep: Class 8 contains 278296 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 14226 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 86914 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339984.000000 Penalty: 63555.152344
Iteration 137Q: 19 clusters Score -1.5834e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 275046 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 29952 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389363 members 
Mstep: Class 7 contains 334397 members 
Mstep: Class 8 contains 278049 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 14339 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 86902 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340288.000000 Penalty: 63555.152344
Iteration 138Q: 19 clusters Score -1.583403e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 275178 members 
Mstep: Class 3 contains 7037 members 
Mstep: Class 4 contains 29948 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389344 members 
Mstep: Class 7 contains 334421 members 
Mstep: Class 8 contains 277813 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 86888 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340416.000000 Penalty: 63555.152344
Iteration 139Q: 19 clusters Score -1.583404e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 275319 members 
Mstep: Class 3 contains 7040 members 
Mstep: Class 4 contains 29932 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389328 members 
Mstep: Class 7 contains 334438 members 
Mstep: Class 8 contains 277568 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 32092 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 86879 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340352.000000 Penalty: 63555.152344
Iteration 140F: 19 clusters Score -1.583404e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 275454 members 
Mstep: Class 3 contains 7042 members 
Mstep: Class 4 contains 29917 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389292 members 
Mstep: Class 7 contains 334474 members 
Mstep: Class 8 contains 277337 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 32093 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 86876 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340160.000000 Penalty: 63555.152344
Iteration 141Q: 19 clusters Score -1.583402e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 275577 members 
Mstep: Class 3 contains 7046 members 
Mstep: Class 4 contains 29905 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389238 members 
Mstep: Class 7 contains 334531 members 
Mstep: Class 8 contains 277120 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 86869 members 
Mstep: Class 16 contains 361 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339920.000000 Penalty: 63555.152344
Iteration 142Q: 19 clusters Score -1.583399e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 275706 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 29895 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389216 members 
Mstep: Class 7 contains 334590 members 
Mstep: Class 8 contains 276874 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 86862 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339776.000000 Penalty: 63555.152344
Iteration 143Q: 19 clusters Score -1.583398e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 275844 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 29885 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389203 members 
Mstep: Class 7 contains 334600 members 
Mstep: Class 8 contains 276644 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 32078 members 
Mstep: Class 12 contains 14916 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 86866 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340160.000000 Penalty: 63555.152344
Iteration 144Q: 19 clusters Score -1.583402e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 275974 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 29880 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 389174 members 
Mstep: Class 7 contains 334647 members 
Mstep: Class 8 contains 276391 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32078 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 86866 members 
Mstep: Class 16 contains 415 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340336.000000 Penalty: 63555.152344
Iteration 145Q: 19 clusters Score -1.583403e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 276130 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 29886 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 389145 members 
Mstep: Class 7 contains 334712 members 
Mstep: Class 8 contains 276092 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1491 members 
Mstep: Class 11 contains 32086 members 
Mstep: Class 12 contains 15084 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 86872 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340128.000000 Penalty: 63555.152344
Iteration 146Q: 19 clusters Score -1.583401e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 276285 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 389133 members 
Mstep: Class 7 contains 334747 members 
Mstep: Class 8 contains 275813 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32086 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 86868 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340320.000000 Penalty: 63555.152344
Iteration 147Q: 19 clusters Score -1.583403e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 276422 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 29881 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 389120 members 
Mstep: Class 7 contains 334805 members 
Mstep: Class 8 contains 275531 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32092 members 
Mstep: Class 12 contains 15243 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 86864 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340256.000000 Penalty: 63555.152344
Iteration 148Q: 19 clusters Score -1.583403e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 276552 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 29875 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 389123 members 
Mstep: Class 7 contains 334855 members 
Mstep: Class 8 contains 275246 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 15326 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 86868 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340512.000000 Penalty: 63555.152344
Iteration 149Q: 19 clusters Score -1.583405e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 276687 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 29871 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 389108 members 
Mstep: Class 7 contains 334875 members 
Mstep: Class 8 contains 274994 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 86859 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340784.000000 Penalty: 63555.152344
Iteration 150Q: 19 clusters Score -1.583408e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 276804 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 29879 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 389124 members 
Mstep: Class 7 contains 334886 members 
Mstep: Class 8 contains 274734 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32094 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 86849 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340720.000000 Penalty: 63555.152344
Iteration 151Q: 19 clusters Score -1.583407e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 276928 members 
Mstep: Class 3 contains 7063 members 
Mstep: Class 4 contains 29879 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389141 members 
Mstep: Class 7 contains 334900 members 
Mstep: Class 8 contains 274476 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32099 members 
Mstep: Class 12 contains 15622 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 86837 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340480.000000 Penalty: 63555.152344
Iteration 152Q: 19 clusters Score -1.583405e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 277076 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 29882 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389132 members 
Mstep: Class 7 contains 334896 members 
Mstep: Class 8 contains 274237 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32096 members 
Mstep: Class 12 contains 15702 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 86833 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340480.000000 Penalty: 63555.152344
Iteration 153Q: 19 clusters Score -1.583405e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 277229 members 
Mstep: Class 3 contains 7072 members 
Mstep: Class 4 contains 29882 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389113 members 
Mstep: Class 7 contains 334888 members 
Mstep: Class 8 contains 274017 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 15776 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 86837 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340304.000000 Penalty: 63555.152344
Iteration 154Q: 19 clusters Score -1.583403e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 277366 members 
Mstep: Class 3 contains 7073 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389109 members 
Mstep: Class 7 contains 334887 members 
Mstep: Class 8 contains 273778 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32089 members 
Mstep: Class 12 contains 15865 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 86839 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340304.000000 Penalty: 63555.152344
Iteration 155Q: 19 clusters Score -1.583403e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 277514 members 
Mstep: Class 3 contains 7075 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389119 members 
Mstep: Class 7 contains 334891 members 
Mstep: Class 8 contains 273514 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32089 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 86841 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340448.000000 Penalty: 63555.152344
Iteration 156Q: 19 clusters Score -1.583404e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 277645 members 
Mstep: Class 3 contains 7077 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389125 members 
Mstep: Class 7 contains 334901 members 
Mstep: Class 8 contains 273275 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 86839 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340752.000000 Penalty: 63555.152344
Iteration 157Q: 19 clusters Score -1.583408e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 277765 members 
Mstep: Class 3 contains 7077 members 
Mstep: Class 4 contains 29885 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389100 members 
Mstep: Class 7 contains 334960 members 
Mstep: Class 8 contains 273019 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 32097 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1933 members 
Mstep: Class 15 contains 86845 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340672.000000 Penalty: 63555.152344
Iteration 158Q: 19 clusters Score -1.583407e+08 nChanged 752
Entering ConstructFrom: 
Score: -158340672.000000 Penalty: 63555.152344
Entering ConstructFrom: 
Trying to split cluster 1 (65547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Entering Unmasked Estep 
Score: -7025994.500000 Penalty: 2750.449707
	Iteration 0F: 2 clusters Score -7025994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6982153.000000 Penalty: 5500.899414
	Iteration 0F: 3 clusters Score -6982153 nChanged 30484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -6999406.500000 Penalty: 5500.899414
	Iteration 1F: 3 clusters Score -6999406 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -7000127.500000 Penalty: 5500.899414
	Iteration 2Q: 3 clusters Score -7000128 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -7000908.000000 Penalty: 5500.899414
	Iteration 3Q: 3 clusters Score -7000908 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7001695.500000 Penalty: 5500.899414
	Iteration 4Q: 3 clusters Score -7001696 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7002572.000000 Penalty: 5500.899414
	Iteration 5Q: 3 clusters Score -7002572 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -7003653.500000 Penalty: 5500.899414
	Iteration 6Q: 3 clusters Score -7003654 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7005052.500000 Penalty: 5500.899414
	Iteration 7Q: 3 clusters Score -7005052 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -7007012.500000 Penalty: 5500.899414
	Iteration 8F: 3 clusters Score -7007012 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -7009611.000000 Penalty: 5500.899414
	Iteration 9F: 3 clusters Score -7009611 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -7012758.000000 Penalty: 5500.899414
	Iteration 10F: 3 clusters Score -7012758 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -7015769.500000 Penalty: 5500.899414
	Iteration 11F: 3 clusters Score -7015770 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -7018027.000000 Penalty: 5500.899414
	Iteration 12Q: 3 clusters Score -7018027 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -7019518.500000 Penalty: 5500.899414
	Iteration 13Q: 3 clusters Score -7019518 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7020406.500000 Penalty: 5500.899414
	Iteration 14Q: 3 clusters Score -7020406 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -7021097.000000 Penalty: 5500.899414
	Iteration 15Q: 3 clusters Score -7021097 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -7021595.000000 Penalty: 5500.899414
	Iteration 16Q: 3 clusters Score -7021595 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -7022032.500000 Penalty: 5500.899414
	Iteration 17Q: 3 clusters Score -7022032 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -7022458.500000 Penalty: 5500.899414
	Iteration 18Q: 3 clusters Score -7022458 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -7022798.000000 Penalty: 5500.899414
	Iteration 19Q: 3 clusters Score -7022798 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -7023095.000000 Penalty: 5500.899414
	Iteration 20F: 3 clusters Score -7023095 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -7023331.500000 Penalty: 5500.899414
	Iteration 21Q: 3 clusters Score -7023332 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -7023495.000000 Penalty: 5500.899414
	Iteration 22Q: 3 clusters Score -7023495 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -7023596.500000 Penalty: 5500.899414
	Iteration 23Q: 3 clusters Score -7023596 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -7023709.500000 Penalty: 5500.899414
	Iteration 24Q: 3 clusters Score -7023710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -7023775.000000 Penalty: 5500.899414
	Iteration 25Q: 3 clusters Score -7023775 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -7023853.000000 Penalty: 5500.899414
	Iteration 26Q: 3 clusters Score -7023853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -7023901.000000 Penalty: 5500.899414
	Iteration 27Q: 3 clusters Score -7023901 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -7023960.000000 Penalty: 5500.899414
	Iteration 28Q: 3 clusters Score -7023960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -7023998.500000 Penalty: 5500.899414
	Iteration 29Q: 3 clusters Score -7023998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -7024020.000000 Penalty: 5500.899414
	Iteration 30Q: 3 clusters Score -7024020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -7024042.000000 Penalty: 5500.899414
	Iteration 31Q: 3 clusters Score -7024042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -7024057.500000 Penalty: 5500.899414
	Iteration 32Q: 3 clusters Score -7024058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -7024072.500000 Penalty: 5500.899414
	Iteration 33Q: 3 clusters Score -7024072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -7024075.000000 Penalty: 5500.899414
	Iteration 34Q: 3 clusters Score -7024075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -7024084.500000 Penalty: 5500.899414
	Iteration 35Q: 3 clusters Score -7024084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -7024095.000000 Penalty: 5500.899414
	Iteration 36Q: 3 clusters Score -7024095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -7024104.000000 Penalty: 5500.899414
	Iteration 37Q: 3 clusters Score -7024104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -7024109.500000 Penalty: 5500.899414
	Iteration 38Q: 3 clusters Score -7024110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -7024107.000000 Penalty: 5500.899414
	Iteration 39Q: 3 clusters Score -7024107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -7024103.000000 Penalty: 5500.899414
	Iteration 40F: 3 clusters Score -7024103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -7024097.500000 Penalty: 5500.899414
	Iteration 41Q: 3 clusters Score -7024098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -7024105.000000 Penalty: 5500.899414
	Iteration 42Q: 3 clusters Score -7024105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -7024104.000000 Penalty: 5500.899414
	Iteration 43Q: 3 clusters Score -7024104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -7024104.000000 Penalty: 5500.899414
	Iteration 44Q: 3 clusters Score -7024104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -7024102.000000 Penalty: 5500.899414
	Iteration 45Q: 3 clusters Score -7024102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -7024105.500000 Penalty: 5500.899414
	Iteration 46Q: 3 clusters Score -7024106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -7024101.500000 Penalty: 5500.899414
	Iteration 47Q: 3 clusters Score -7024102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -7024108.500000 Penalty: 5500.899414
	Iteration 48Q: 3 clusters Score -7024108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -7024106.000000 Penalty: 5500.899414
	Iteration 49Q: 3 clusters Score -7024106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -7024107.000000 Penalty: 5500.899414
	Iteration 50Q: 3 clusters Score -7024107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -7024098.500000 Penalty: 5500.899414
	Iteration 51Q: 3 clusters Score -7024098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -7024101.500000 Penalty: 5500.899414
	Iteration 52Q: 3 clusters Score -7024102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -7024101.500000 Penalty: 5500.899414
	Iteration 53Q: 3 clusters Score -7024102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -7024100.500000 Penalty: 5500.899414
	Iteration 54Q: 3 clusters Score -7024100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -7024098.500000 Penalty: 5500.899414
	Iteration 55Q: 3 clusters Score -7024098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -7024098.000000 Penalty: 5500.899414
	Iteration 56Q: 3 clusters Score -7024098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -7024111.000000 Penalty: 5500.899414
	Iteration 57Q: 3 clusters Score -7024111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -7024103.500000 Penalty: 5500.899414
	Iteration 58Q: 3 clusters Score -7024104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -7024111.000000 Penalty: 5500.899414
	Iteration 59Q: 3 clusters Score -7024111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -7024111.000000 Penalty: 5500.899414
	Iteration 60F: 3 clusters Score -7024111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -7024114.000000 Penalty: 5500.899414
	Iteration 61Q: 3 clusters Score -7024114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -7024111.000000 Penalty: 5500.899414
	Iteration 62Q: 3 clusters Score -7024111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -7024111.000000 Penalty: 5500.899414
	Iteration 63F: 3 clusters Score -7024111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (277882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277882 members 
Entering Unmasked Estep 
Score: -29498354.000000 Penalty: 3108.668213
	Iteration 0F: 2 clusters Score -2.949835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139257 members 
Mstep: Class 2 contains 138625 members 
Entering Unmasked Estep 
Score: -29317866.000000 Penalty: 6217.336426
	Iteration 0F: 3 clusters Score -2.931787e+07 nChanged 134551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142842 members 
Mstep: Class 2 contains 135040 members 
Entering Unmasked Estep 
Score: -29397356.000000 Penalty: 6217.336426
	Iteration 1F: 3 clusters Score -2.939736e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145949 members 
Mstep: Class 2 contains 131933 members 
Entering Unmasked Estep 
Score: -29399034.000000 Penalty: 6217.336426
	Iteration 2Q: 3 clusters Score -2.939903e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -29401194.000000 Penalty: 6217.336426
	Iteration 3Q: 3 clusters Score -2.940119e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159073 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -29405530.000000 Penalty: 6217.336426
	Iteration 4Q: 3 clusters Score -2.940553e+07 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -29412788.000000 Penalty: 6217.336426
	Iteration 5F: 3 clusters Score -2.941279e+07 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188975 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -29425502.000000 Penalty: 6217.336426
	Iteration 6F: 3 clusters Score -2.94255e+07 nChanged 23549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211176 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -29443600.000000 Penalty: 6217.336426
	Iteration 7F: 3 clusters Score -2.94436e+07 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233293 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -29463396.000000 Penalty: 6217.336426
	Iteration 8F: 3 clusters Score -2.94634e+07 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249764 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -29478466.000000 Penalty: 6217.336426
	Iteration 9F: 3 clusters Score -2.947847e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259111 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -29487140.000000 Penalty: 6217.336426
	Iteration 10Q: 3 clusters Score -2.948714e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263703 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -29491958.000000 Penalty: 6217.336426
	Iteration 11Q: 3 clusters Score -2.949196e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265904 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -29494380.000000 Penalty: 6217.336426
	Iteration 12Q: 3 clusters Score -2.949438e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267122 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -29495640.000000 Penalty: 6217.336426
	Iteration 13Q: 3 clusters Score -2.949564e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267915 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -29496376.000000 Penalty: 6217.336426
	Iteration 14Q: 3 clusters Score -2.949638e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268527 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -29496826.000000 Penalty: 6217.336426
	Iteration 15Q: 3 clusters Score -2.949683e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269026 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -29497146.000000 Penalty: 6217.336426
	Iteration 16Q: 3 clusters Score -2.949715e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269393 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -29497422.000000 Penalty: 6217.336426
	Iteration 17Q: 3 clusters Score -2.949742e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269693 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -29497508.000000 Penalty: 6217.336426
	Iteration 18Q: 3 clusters Score -2.949751e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269956 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -29497648.000000 Penalty: 6217.336426
	Iteration 19Q: 3 clusters Score -2.949765e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270156 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -29497744.000000 Penalty: 6217.336426
	Iteration 20F: 3 clusters Score -2.949774e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270309 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -29497772.000000 Penalty: 6217.336426
	Iteration 21Q: 3 clusters Score -2.949777e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270421 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -29497794.000000 Penalty: 6217.336426
	Iteration 22Q: 3 clusters Score -2.949779e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270510 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -29497852.000000 Penalty: 6217.336426
	Iteration 23Q: 3 clusters Score -2.949785e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270580 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -29497902.000000 Penalty: 6217.336426
	Iteration 24Q: 3 clusters Score -2.94979e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270646 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -29497900.000000 Penalty: 6217.336426
	Iteration 25Q: 3 clusters Score -2.94979e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270702 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -29497912.000000 Penalty: 6217.336426
	Iteration 26Q: 3 clusters Score -2.949791e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270761 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -29497934.000000 Penalty: 6217.336426
	Iteration 27Q: 3 clusters Score -2.949793e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270810 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -29497948.000000 Penalty: 6217.336426
	Iteration 28Q: 3 clusters Score -2.949795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270850 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -29497974.000000 Penalty: 6217.336426
	Iteration 29Q: 3 clusters Score -2.949797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270898 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -29497970.000000 Penalty: 6217.336426
	Iteration 30Q: 3 clusters Score -2.949797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270933 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -29498008.000000 Penalty: 6217.336426
	Iteration 31Q: 3 clusters Score -2.949801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270967 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -29497982.000000 Penalty: 6217.336426
	Iteration 32Q: 3 clusters Score -2.949798e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270997 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -29498024.000000 Penalty: 6217.336426
	Iteration 33Q: 3 clusters Score -2.949802e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271019 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -29498014.000000 Penalty: 6217.336426
	Iteration 34Q: 3 clusters Score -2.949801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271041 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -29498010.000000 Penalty: 6217.336426
	Iteration 35Q: 3 clusters Score -2.949801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271057 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -29498024.000000 Penalty: 6217.336426
	Iteration 36Q: 3 clusters Score -2.949802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271076 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -29498034.000000 Penalty: 6217.336426
	Iteration 37Q: 3 clusters Score -2.949803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271095 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -29498034.000000 Penalty: 6217.336426
	Iteration 38Q: 3 clusters Score -2.949803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271115 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -29498022.000000 Penalty: 6217.336426
	Iteration 39Q: 3 clusters Score -2.949802e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271134 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -29498032.000000 Penalty: 6217.336426
	Iteration 40F: 3 clusters Score -2.949803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271151 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -29498064.000000 Penalty: 6217.336426
	Iteration 41Q: 3 clusters Score -2.949806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271168 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -29498066.000000 Penalty: 6217.336426
	Iteration 42Q: 3 clusters Score -2.949807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271178 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -29498088.000000 Penalty: 6217.336426
	Iteration 43Q: 3 clusters Score -2.949809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271192 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -29498080.000000 Penalty: 6217.336426
	Iteration 44Q: 3 clusters Score -2.949808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271206 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -29498084.000000 Penalty: 6217.336426
	Iteration 45Q: 3 clusters Score -2.949808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271215 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -29498088.000000 Penalty: 6217.336426
	Iteration 46Q: 3 clusters Score -2.949809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271217 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -29498072.000000 Penalty: 6217.336426
	Iteration 47Q: 3 clusters Score -2.949807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271217 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -29498094.000000 Penalty: 6217.336426
	Iteration 48Q: 3 clusters Score -2.949809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271217 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -29498100.000000 Penalty: 6217.336426
	Iteration 49Q: 3 clusters Score -2.94981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271217 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -29498094.000000 Penalty: 6217.336426
	Iteration 50Q: 3 clusters Score -2.949809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271216 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -29498074.000000 Penalty: 6217.336426
	Iteration 51Q: 3 clusters Score -2.949807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271216 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -29498076.000000 Penalty: 6217.336426
	Iteration 52Q: 3 clusters Score -2.949808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271217 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -29498078.000000 Penalty: 6217.336426
	Iteration 53Q: 3 clusters Score -2.949808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271220 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -29498092.000000 Penalty: 6217.336426
	Iteration 54Q: 3 clusters Score -2.949809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271220 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -29498098.000000 Penalty: 6217.336426
	Iteration 55Q: 3 clusters Score -2.94981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271222 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -29498108.000000 Penalty: 6217.336426
	Iteration 56Q: 3 clusters Score -2.949811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271223 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -29498110.000000 Penalty: 6217.336426
	Iteration 57Q: 3 clusters Score -2.949811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271224 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -29498098.000000 Penalty: 6217.336426
	Iteration 58Q: 3 clusters Score -2.94981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271225 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -29498090.000000 Penalty: 6217.336426
	Iteration 59Q: 3 clusters Score -2.949809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271225 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -29498090.000000 Penalty: 6217.336426
	Iteration 60F: 3 clusters Score -2.949809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Entering Unmasked Estep 
Score: -707374.562500 Penalty: 2198.457275
	Iteration 0F: 2 clusters Score -707374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -701557.500000 Penalty: 4396.914551
	Iteration 0F: 3 clusters Score -701557.5 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -703106.937500 Penalty: 4396.914551
	Iteration 1F: 3 clusters Score -703106.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -703329.750000 Penalty: 4396.914551
	Iteration 2F: 3 clusters Score -703329.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -703460.062500 Penalty: 4396.914551
	Iteration 3Q: 3 clusters Score -703460.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -703556.312500 Penalty: 4396.914551
	Iteration 4Q: 3 clusters Score -703556.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -703646.187500 Penalty: 4396.914551
	Iteration 5Q: 3 clusters Score -703646.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -703736.687500 Penalty: 4396.914551
	Iteration 6Q: 3 clusters Score -703736.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -703870.875000 Penalty: 4396.914551
	Iteration 7Q: 3 clusters Score -703870.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -704063.062500 Penalty: 4396.914551
	Iteration 8Q: 3 clusters Score -704063.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -704275.812500 Penalty: 4396.914551
	Iteration 9Q: 3 clusters Score -704275.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -704485.625000 Penalty: 4396.914551
	Iteration 10Q: 3 clusters Score -704485.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -704675.062500 Penalty: 4396.914551
	Iteration 11Q: 3 clusters Score -704675.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -704817.812500 Penalty: 4396.914551
	Iteration 12Q: 3 clusters Score -704817.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -704959.750000 Penalty: 4396.914551
	Iteration 13Q: 3 clusters Score -704959.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -705096.000000 Penalty: 4396.914551
	Iteration 14Q: 3 clusters Score -705096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -705232.750000 Penalty: 4396.914551
	Iteration 15Q: 3 clusters Score -705232.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -705367.500000 Penalty: 4396.914551
	Iteration 16Q: 3 clusters Score -705367.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -705497.812500 Penalty: 4396.914551
	Iteration 17Q: 3 clusters Score -705497.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -705600.375000 Penalty: 4396.914551
	Iteration 18Q: 3 clusters Score -705600.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -705670.937500 Penalty: 4396.914551
	Iteration 19Q: 3 clusters Score -705670.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -705718.937500 Penalty: 4396.914551
	Iteration 20F: 3 clusters Score -705718.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -705759.437500 Penalty: 4396.914551
	Iteration 21Q: 3 clusters Score -705759.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -705791.250000 Penalty: 4396.914551
	Iteration 22Q: 3 clusters Score -705791.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -705815.937500 Penalty: 4396.914551
	Iteration 23Q: 3 clusters Score -705815.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -705847.812500 Penalty: 4396.914551
	Iteration 24Q: 3 clusters Score -705847.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -705874.312500 Penalty: 4396.914551
	Iteration 25Q: 3 clusters Score -705874.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -705894.625000 Penalty: 4396.914551
	Iteration 26Q: 3 clusters Score -705894.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -705911.375000 Penalty: 4396.914551
	Iteration 27Q: 3 clusters Score -705911.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -705933.750000 Penalty: 4396.914551
	Iteration 28Q: 3 clusters Score -705933.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -705958.500000 Penalty: 4396.914551
	Iteration 29Q: 3 clusters Score -705958.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -705981.000000 Penalty: 4396.914551
	Iteration 30Q: 3 clusters Score -705981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -706012.937500 Penalty: 4396.914551
	Iteration 31Q: 3 clusters Score -706012.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -706037.875000 Penalty: 4396.914551
	Iteration 32Q: 3 clusters Score -706037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -706056.562500 Penalty: 4396.914551
	Iteration 33Q: 3 clusters Score -706056.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -706073.312500 Penalty: 4396.914551
	Iteration 34Q: 3 clusters Score -706073.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -706096.625000 Penalty: 4396.914551
	Iteration 35Q: 3 clusters Score -706096.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -706116.187500 Penalty: 4396.914551
	Iteration 36Q: 3 clusters Score -706116.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -706126.687500 Penalty: 4396.914551
	Iteration 37Q: 3 clusters Score -706126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -706134.625000 Penalty: 4396.914551
	Iteration 38Q: 3 clusters Score -706134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -706142.062500 Penalty: 4396.914551
	Iteration 39Q: 3 clusters Score -706142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -706148.750000 Penalty: 4396.914551
	Iteration 40F: 3 clusters Score -706148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -706156.000000 Penalty: 4396.914551
	Iteration 41Q: 3 clusters Score -706156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -706162.750000 Penalty: 4396.914551
	Iteration 42Q: 3 clusters Score -706162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -706168.125000 Penalty: 4396.914551
	Iteration 43Q: 3 clusters Score -706168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -706171.312500 Penalty: 4396.914551
	Iteration 44Q: 3 clusters Score -706171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -706173.500000 Penalty: 4396.914551
	Iteration 45Q: 3 clusters Score -706173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -706174.687500 Penalty: 4396.914551
	Iteration 46Q: 3 clusters Score -706174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -706176.375000 Penalty: 4396.914551
	Iteration 47Q: 3 clusters Score -706176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -706179.312500 Penalty: 4396.914551
	Iteration 48Q: 3 clusters Score -706179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -706179.375000 Penalty: 4396.914551
	Iteration 49Q: 3 clusters Score -706179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -706179.375000 Penalty: 4396.914551
	Iteration 50F: 3 clusters Score -706179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Entering Unmasked Estep 
Score: -3226357.500000 Penalty: 2555.634521
	Iteration 0F: 2 clusters Score -3226358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3205867.000000 Penalty: 5111.269043
	Iteration 0F: 3 clusters Score -3205867 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3213297.000000 Penalty: 5111.269043
	Iteration 1F: 3 clusters Score -3213297 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3214164.250000 Penalty: 5111.269043
	Iteration 2F: 3 clusters Score -3214164 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3215141.250000 Penalty: 5111.269043
	Iteration 3F: 3 clusters Score -3215141 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3216284.500000 Penalty: 5111.269043
	Iteration 4F: 3 clusters Score -3216284 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3217570.250000 Penalty: 5111.269043
	Iteration 5F: 3 clusters Score -3217570 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3219082.500000 Penalty: 5111.269043
	Iteration 6F: 3 clusters Score -3219082 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3220632.000000 Penalty: 5111.269043
	Iteration 7F: 3 clusters Score -3220632 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3221654.750000 Penalty: 5111.269043
	Iteration 8F: 3 clusters Score -3221655 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3222109.750000 Penalty: 5111.269043
	Iteration 9Q: 3 clusters Score -3222110 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3222300.000000 Penalty: 5111.269043
	Iteration 10Q: 3 clusters Score -3222300 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3222424.000000 Penalty: 5111.269043
	Iteration 11Q: 3 clusters Score -3222424 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3222503.500000 Penalty: 5111.269043
	Iteration 12Q: 3 clusters Score -3222504 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3222602.750000 Penalty: 5111.269043
	Iteration 13Q: 3 clusters Score -3222603 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3222665.000000 Penalty: 5111.269043
	Iteration 14Q: 3 clusters Score -3222665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3222741.500000 Penalty: 5111.269043
	Iteration 15Q: 3 clusters Score -3222742 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3222794.250000 Penalty: 5111.269043
	Iteration 16Q: 3 clusters Score -3222794 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3222837.500000 Penalty: 5111.269043
	Iteration 17Q: 3 clusters Score -3222838 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3222897.750000 Penalty: 5111.269043
	Iteration 18Q: 3 clusters Score -3222898 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3222970.250000 Penalty: 5111.269043
	Iteration 19Q: 3 clusters Score -3222970 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3223027.000000 Penalty: 5111.269043
	Iteration 20F: 3 clusters Score -3223027 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3223083.000000 Penalty: 5111.269043
	Iteration 21Q: 3 clusters Score -3223083 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3223125.750000 Penalty: 5111.269043
	Iteration 22Q: 3 clusters Score -3223126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3223171.250000 Penalty: 5111.269043
	Iteration 23Q: 3 clusters Score -3223171 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3223235.250000 Penalty: 5111.269043
	Iteration 24Q: 3 clusters Score -3223235 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3223278.500000 Penalty: 5111.269043
	Iteration 25Q: 3 clusters Score -3223278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3223313.250000 Penalty: 5111.269043
	Iteration 26Q: 3 clusters Score -3223313 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3223365.750000 Penalty: 5111.269043
	Iteration 27Q: 3 clusters Score -3223366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3223411.000000 Penalty: 5111.269043
	Iteration 28Q: 3 clusters Score -3223411 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3223469.750000 Penalty: 5111.269043
	Iteration 29Q: 3 clusters Score -3223470 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3223512.250000 Penalty: 5111.269043
	Iteration 30Q: 3 clusters Score -3223512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3223549.750000 Penalty: 5111.269043
	Iteration 31Q: 3 clusters Score -3223550 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3223595.250000 Penalty: 5111.269043
	Iteration 32Q: 3 clusters Score -3223595 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3223658.750000 Penalty: 5111.269043
	Iteration 33Q: 3 clusters Score -3223659 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3223712.500000 Penalty: 5111.269043
	Iteration 34Q: 3 clusters Score -3223712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3223763.750000 Penalty: 5111.269043
	Iteration 35Q: 3 clusters Score -3223764 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3223800.500000 Penalty: 5111.269043
	Iteration 36Q: 3 clusters Score -3223800 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3223847.250000 Penalty: 5111.269043
	Iteration 37Q: 3 clusters Score -3223847 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3223877.000000 Penalty: 5111.269043
	Iteration 38Q: 3 clusters Score -3223877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3223913.750000 Penalty: 5111.269043
	Iteration 39Q: 3 clusters Score -3223914 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3223941.250000 Penalty: 5111.269043
	Iteration 40F: 3 clusters Score -3223941 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3223980.750000 Penalty: 5111.269043
	Iteration 41Q: 3 clusters Score -3223981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3223997.750000 Penalty: 5111.269043
	Iteration 42Q: 3 clusters Score -3223998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3224017.000000 Penalty: 5111.269043
	Iteration 43Q: 3 clusters Score -3224017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3224036.000000 Penalty: 5111.269043
	Iteration 44Q: 3 clusters Score -3224036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3224063.250000 Penalty: 5111.269043
	Iteration 45Q: 3 clusters Score -3224063 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3224082.500000 Penalty: 5111.269043
	Iteration 46Q: 3 clusters Score -3224082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3224093.500000 Penalty: 5111.269043
	Iteration 47Q: 3 clusters Score -3224094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3224110.250000 Penalty: 5111.269043
	Iteration 48Q: 3 clusters Score -3224110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3224135.500000 Penalty: 5111.269043
	Iteration 49Q: 3 clusters Score -3224136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3224153.500000 Penalty: 5111.269043
	Iteration 50Q: 3 clusters Score -3224154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3224186.000000 Penalty: 5111.269043
	Iteration 51Q: 3 clusters Score -3224186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3224199.750000 Penalty: 5111.269043
	Iteration 52Q: 3 clusters Score -3224200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3224228.250000 Penalty: 5111.269043
	Iteration 53Q: 3 clusters Score -3224228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3224247.250000 Penalty: 5111.269043
	Iteration 54Q: 3 clusters Score -3224247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3224270.750000 Penalty: 5111.269043
	Iteration 55Q: 3 clusters Score -3224271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3224304.250000 Penalty: 5111.269043
	Iteration 56Q: 3 clusters Score -3224304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3224305.500000 Penalty: 5111.269043
	Iteration 57Q: 3 clusters Score -3224306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3224328.500000 Penalty: 5111.269043
	Iteration 58Q: 3 clusters Score -3224328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3224334.500000 Penalty: 5111.269043
	Iteration 59Q: 3 clusters Score -3224334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3224349.750000 Penalty: 5111.269043
	Iteration 60F: 3 clusters Score -3224350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3224359.250000 Penalty: 5111.269043
	Iteration 61Q: 3 clusters Score -3224359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3224372.250000 Penalty: 5111.269043
	Iteration 62Q: 3 clusters Score -3224372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3224374.250000 Penalty: 5111.269043
	Iteration 63Q: 3 clusters Score -3224374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3224379.000000 Penalty: 5111.269043
	Iteration 64Q: 3 clusters Score -3224379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3224385.250000 Penalty: 5111.269043
	Iteration 65Q: 3 clusters Score -3224385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3224396.250000 Penalty: 5111.269043
	Iteration 66Q: 3 clusters Score -3224396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3224406.750000 Penalty: 5111.269043
	Iteration 67Q: 3 clusters Score -3224407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3224418.500000 Penalty: 5111.269043
	Iteration 68Q: 3 clusters Score -3224418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3224426.000000 Penalty: 5111.269043
	Iteration 69Q: 3 clusters Score -3224426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3224436.500000 Penalty: 5111.269043
	Iteration 70Q: 3 clusters Score -3224436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3224452.750000 Penalty: 5111.269043
	Iteration 71Q: 3 clusters Score -3224453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3224458.750000 Penalty: 5111.269043
	Iteration 72Q: 3 clusters Score -3224459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3224465.500000 Penalty: 5111.269043
	Iteration 73Q: 3 clusters Score -3224466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3224467.750000 Penalty: 5111.269043
	Iteration 74Q: 3 clusters Score -3224468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3224474.000000 Penalty: 5111.269043
	Iteration 75Q: 3 clusters Score -3224474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3224480.250000 Penalty: 5111.269043
	Iteration 76Q: 3 clusters Score -3224480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3224493.750000 Penalty: 5111.269043
	Iteration 77Q: 3 clusters Score -3224494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3224499.500000 Penalty: 5111.269043
	Iteration 78Q: 3 clusters Score -3224500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3224508.500000 Penalty: 5111.269043
	Iteration 79Q: 3 clusters Score -3224508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3224510.000000 Penalty: 5111.269043
	Iteration 80F: 3 clusters Score -3224510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3224506.750000 Penalty: 5111.269043
	Iteration 81Q: 3 clusters Score -3224507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3224509.750000 Penalty: 5111.269043
	Iteration 82Q: 3 clusters Score -3224510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3224512.750000 Penalty: 5111.269043
	Iteration 83Q: 3 clusters Score -3224513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3224515.500000 Penalty: 5111.269043
	Iteration 84Q: 3 clusters Score -3224516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3224527.500000 Penalty: 5111.269043
	Iteration 85Q: 3 clusters Score -3224528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3224526.250000 Penalty: 5111.269043
	Iteration 86Q: 3 clusters Score -3224526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3224530.500000 Penalty: 5111.269043
	Iteration 87Q: 3 clusters Score -3224530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3224537.750000 Penalty: 5111.269043
	Iteration 88Q: 3 clusters Score -3224538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3224537.000000 Penalty: 5111.269043
	Iteration 89Q: 3 clusters Score -3224537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3224537.250000 Penalty: 5111.269043
	Iteration 90Q: 3 clusters Score -3224537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3224544.250000 Penalty: 5111.269043
	Iteration 91Q: 3 clusters Score -3224544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3224549.750000 Penalty: 5111.269043
	Iteration 92Q: 3 clusters Score -3224550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3224551.250000 Penalty: 5111.269043
	Iteration 93Q: 3 clusters Score -3224551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3224548.250000 Penalty: 5111.269043
	Iteration 94Q: 3 clusters Score -3224548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3224551.250000 Penalty: 5111.269043
	Iteration 95Q: 3 clusters Score -3224551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3224556.000000 Penalty: 5111.269043
	Iteration 96Q: 3 clusters Score -3224556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3224557.500000 Penalty: 5111.269043
	Iteration 97Q: 3 clusters Score -3224558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3224560.250000 Penalty: 5111.269043
	Iteration 98Q: 3 clusters Score -3224560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3224560.250000 Penalty: 5111.269043
	Iteration 99F: 3 clusters Score -3224560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -221440.265625 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -221440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218729.906250 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -218729.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -219296.234375 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -219296.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -219480.937500 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -219480.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219607.156250 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -219607.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219716.812500 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -219716.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219854.625000 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -219854.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -220025.171875 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -220025.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -220233.109375 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -220233.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220395.031250 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -220395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220476.312500 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -220476.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220528.406250 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -220528.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -220579.062500 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -220579.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220628.203125 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -220628.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220674.390625 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -220674.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220709.500000 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -220709.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -220743.515625 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -220743.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -220762.453125 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -220762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -220776.125000 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -220776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -220786.562500 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -220786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -220797.296875 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -220797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -220806.312500 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -220806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -220815.921875 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -220815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -220820.765625 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -220820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220824.875000 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -220824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -220828.859375 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -220828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -220831.265625 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -220831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -220835.546875 Penalty: 3805.687988
	Iteration 26Q: 3 clusters Score -220835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220841.500000 Penalty: 3805.687988
	Iteration 27Q: 3 clusters Score -220841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -220843.843750 Penalty: 3805.687988
	Iteration 28Q: 3 clusters Score -220843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220847.968750 Penalty: 3805.687988
	Iteration 29Q: 3 clusters Score -220848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -220848.625000 Penalty: 3805.687988
	Iteration 30Q: 3 clusters Score -220848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -220850.812500 Penalty: 3805.687988
	Iteration 31Q: 3 clusters Score -220850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220852.765625 Penalty: 3805.687988
	Iteration 32Q: 3 clusters Score -220852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220853.375000 Penalty: 3805.687988
	Iteration 33Q: 3 clusters Score -220853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -220854.734375 Penalty: 3805.687988
	Iteration 34Q: 3 clusters Score -220854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220856.890625 Penalty: 3805.687988
	Iteration 35Q: 3 clusters Score -220856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220857.968750 Penalty: 3805.687988
	Iteration 36Q: 3 clusters Score -220858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -220860.406250 Penalty: 3805.687988
	Iteration 37Q: 3 clusters Score -220860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220861.109375 Penalty: 3805.687988
	Iteration 38Q: 3 clusters Score -220861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220862.859375 Penalty: 3805.687988
	Iteration 39Q: 3 clusters Score -220862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220863.421875 Penalty: 3805.687988
	Iteration 40F: 3 clusters Score -220863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -220865.687500 Penalty: 3805.687988
	Iteration 41Q: 3 clusters Score -220865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -220865.687500 Penalty: 3805.687988
	Iteration 42F: 3 clusters Score -220865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (389077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389077 members 
Entering Unmasked Estep 
Score: -41132888.000000 Penalty: 3192.140137
	Iteration 0F: 2 clusters Score -4.113289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193692 members 
Mstep: Class 2 contains 195385 members 
Entering Unmasked Estep 
Score: -40892536.000000 Penalty: 6384.280273
	Iteration 0F: 3 clusters Score -4.089254e+07 nChanged 188968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Mstep: Class 2 contains 213881 members 
Entering Unmasked Estep 
Score: -41006940.000000 Penalty: 6384.280273
	Iteration 1F: 3 clusters Score -4.100694e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 225411 members 
Entering Unmasked Estep 
Score: -41010444.000000 Penalty: 6384.280273
	Iteration 2Q: 3 clusters Score -4.101044e+07 nChanged 18020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 243043 members 
Entering Unmasked Estep 
Score: -41018276.000000 Penalty: 6384.280273
	Iteration 3Q: 3 clusters Score -4.101828e+07 nChanged 25753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 268718 members 
Entering Unmasked Estep 
Score: -41033756.000000 Penalty: 6384.280273
	Iteration 4F: 3 clusters Score -4.103376e+07 nChanged 34032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 302742 members 
Entering Unmasked Estep 
Score: -41060448.000000 Penalty: 6384.280273
	Iteration 5F: 3 clusters Score -4.106045e+07 nChanged 36513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 339255 members 
Entering Unmasked Estep 
Score: -41092660.000000 Penalty: 6384.280273
	Iteration 6F: 3 clusters Score -4.109266e+07 nChanged 28314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 367569 members 
Entering Unmasked Estep 
Score: -41114676.000000 Penalty: 6384.280273
	Iteration 7F: 3 clusters Score -4.111468e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 381872 members 
Entering Unmasked Estep 
Score: -41124856.000000 Penalty: 6384.280273
	Iteration 8Q: 3 clusters Score -4.112486e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 386971 members 
Entering Unmasked Estep 
Score: -41128252.000000 Penalty: 6384.280273
	Iteration 9Q: 3 clusters Score -4.112825e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 388390 members 
Entering Unmasked Estep 
Score: -41129404.000000 Penalty: 6384.280273
	Iteration 10Q: 3 clusters Score -4.11294e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 388712 members 
Entering Unmasked Estep 
Score: -41129764.000000 Penalty: 6384.280273
	Iteration 11Q: 3 clusters Score -4.112976e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 388799 members 
Entering Unmasked Estep 
Score: -41129872.000000 Penalty: 6384.280273
	Iteration 12Q: 3 clusters Score -4.112987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 388819 members 
Entering Unmasked Estep 
Score: -41129912.000000 Penalty: 6384.280273
	Iteration 13Q: 3 clusters Score -4.112991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 388831 members 
Entering Unmasked Estep 
Score: -41129996.000000 Penalty: 6384.280273
	Iteration 14Q: 3 clusters Score -4.113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 388838 members 
Entering Unmasked Estep 
Score: -41130008.000000 Penalty: 6384.280273
	Iteration 15Q: 3 clusters Score -4.113001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 388847 members 
Entering Unmasked Estep 
Score: -41130024.000000 Penalty: 6384.280273
	Iteration 16Q: 3 clusters Score -4.113002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 388852 members 
Entering Unmasked Estep 
Score: -41130032.000000 Penalty: 6384.280273
	Iteration 17Q: 3 clusters Score -4.113003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 388857 members 
Entering Unmasked Estep 
Score: -41130036.000000 Penalty: 6384.280273
	Iteration 18Q: 3 clusters Score -4.113004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 388864 members 
Entering Unmasked Estep 
Score: -41130072.000000 Penalty: 6384.280273
	Iteration 19Q: 3 clusters Score -4.113007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 388867 members 
Entering Unmasked Estep 
Score: -41130084.000000 Penalty: 6384.280273
	Iteration 20F: 3 clusters Score -4.113008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 388868 members 
Entering Unmasked Estep 
Score: -41130084.000000 Penalty: 6384.280273
	Iteration 21Q: 3 clusters Score -4.113008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 388869 members 
Entering Unmasked Estep 
Score: -41130084.000000 Penalty: 6384.280273
	Iteration 22Q: 3 clusters Score -4.113008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 388868 members 
Entering Unmasked Estep 
Score: -41130104.000000 Penalty: 6384.280273
	Iteration 23Q: 3 clusters Score -4.11301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 388868 members 
Entering Unmasked Estep 
Score: -41130104.000000 Penalty: 6384.280273
	Iteration 24F: 3 clusters Score -4.11301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (335004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335004 members 
Entering Unmasked Estep 
Score: -35561448.000000 Penalty: 3155.030762
	Iteration 0F: 2 clusters Score -3.556145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166877 members 
Mstep: Class 2 contains 168127 members 
Entering Unmasked Estep 
Score: -35346224.000000 Penalty: 6310.061523
	Iteration 0F: 3 clusters Score -3.534622e+07 nChanged 162560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 178389 members 
Entering Unmasked Estep 
Score: -35444256.000000 Penalty: 6310.061523
	Iteration 1F: 3 clusters Score -3.544426e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 185294 members 
Entering Unmasked Estep 
Score: -35448112.000000 Penalty: 6310.061523
	Iteration 2Q: 3 clusters Score -3.544811e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139240 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -35454040.000000 Penalty: 6310.061523
	Iteration 3Q: 3 clusters Score -3.545404e+07 nChanged 18960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124270 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -35463916.000000 Penalty: 6310.061523
	Iteration 4F: 3 clusters Score -3.546392e+07 nChanged 23269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 230355 members 
Entering Unmasked Estep 
Score: -35479624.000000 Penalty: 6310.061523
	Iteration 5F: 3 clusters Score -3.547962e+07 nChanged 24674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 251903 members 
Entering Unmasked Estep 
Score: -35500320.000000 Penalty: 6310.061523
	Iteration 6F: 3 clusters Score -3.550032e+07 nChanged 21697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 269940 members 
Entering Unmasked Estep 
Score: -35520184.000000 Penalty: 6310.061523
	Iteration 7F: 3 clusters Score -3.552018e+07 nChanged 16090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 281038 members 
Entering Unmasked Estep 
Score: -35533916.000000 Penalty: 6310.061523
	Iteration 8Q: 3 clusters Score -3.553392e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 286767 members 
Entering Unmasked Estep 
Score: -35541148.000000 Penalty: 6310.061523
	Iteration 9Q: 3 clusters Score -3.554115e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 290264 members 
Entering Unmasked Estep 
Score: -35544536.000000 Penalty: 6310.061523
	Iteration 10Q: 3 clusters Score -3.554454e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 293197 members 
Entering Unmasked Estep 
Score: -35546496.000000 Penalty: 6310.061523
	Iteration 11Q: 3 clusters Score -3.55465e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 295916 members 
Entering Unmasked Estep 
Score: -35547900.000000 Penalty: 6310.061523
	Iteration 12Q: 3 clusters Score -3.55479e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 298476 members 
Entering Unmasked Estep 
Score: -35548880.000000 Penalty: 6310.061523
	Iteration 13Q: 3 clusters Score -3.554888e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 300941 members 
Entering Unmasked Estep 
Score: -35549924.000000 Penalty: 6310.061523
	Iteration 14Q: 3 clusters Score -3.554992e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 303301 members 
Entering Unmasked Estep 
Score: -35550944.000000 Penalty: 6310.061523
	Iteration 15Q: 3 clusters Score -3.555094e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 305487 members 
Entering Unmasked Estep 
Score: -35552056.000000 Penalty: 6310.061523
	Iteration 16Q: 3 clusters Score -3.555206e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 307520 members 
Entering Unmasked Estep 
Score: -35552960.000000 Penalty: 6310.061523
	Iteration 17Q: 3 clusters Score -3.555296e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 309461 members 
Entering Unmasked Estep 
Score: -35553804.000000 Penalty: 6310.061523
	Iteration 18Q: 3 clusters Score -3.55538e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 311285 members 
Entering Unmasked Estep 
Score: -35554464.000000 Penalty: 6310.061523
	Iteration 19Q: 3 clusters Score -3.555446e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 312943 members 
Entering Unmasked Estep 
Score: -35555004.000000 Penalty: 6310.061523
	Iteration 20F: 3 clusters Score -3.5555e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 314539 members 
Entering Unmasked Estep 
Score: -35555612.000000 Penalty: 6310.061523
	Iteration 21Q: 3 clusters Score -3.555561e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 316078 members 
Entering Unmasked Estep 
Score: -35556232.000000 Penalty: 6310.061523
	Iteration 22Q: 3 clusters Score -3.555623e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 317645 members 
Entering Unmasked Estep 
Score: -35556944.000000 Penalty: 6310.061523
	Iteration 23Q: 3 clusters Score -3.555694e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 319106 members 
Entering Unmasked Estep 
Score: -35557580.000000 Penalty: 6310.061523
	Iteration 24Q: 3 clusters Score -3.555758e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 320501 members 
Entering Unmasked Estep 
Score: -35558076.000000 Penalty: 6310.061523
	Iteration 25Q: 3 clusters Score -3.555808e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 321852 members 
Entering Unmasked Estep 
Score: -35558504.000000 Penalty: 6310.061523
	Iteration 26Q: 3 clusters Score -3.55585e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 323175 members 
Entering Unmasked Estep 
Score: -35558652.000000 Penalty: 6310.061523
	Iteration 27Q: 3 clusters Score -3.555865e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 324380 members 
Entering Unmasked Estep 
Score: -35558880.000000 Penalty: 6310.061523
	Iteration 28Q: 3 clusters Score -3.555888e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 325467 members 
Entering Unmasked Estep 
Score: -35559092.000000 Penalty: 6310.061523
	Iteration 29Q: 3 clusters Score -3.555909e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 326472 members 
Entering Unmasked Estep 
Score: -35559124.000000 Penalty: 6310.061523
	Iteration 30Q: 3 clusters Score -3.555912e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 327334 members 
Entering Unmasked Estep 
Score: -35559212.000000 Penalty: 6310.061523
	Iteration 31Q: 3 clusters Score -3.555921e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 328135 members 
Entering Unmasked Estep 
Score: -35559360.000000 Penalty: 6310.061523
	Iteration 32Q: 3 clusters Score -3.555936e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 328876 members 
Entering Unmasked Estep 
Score: -35559588.000000 Penalty: 6310.061523
	Iteration 33Q: 3 clusters Score -3.555959e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 329547 members 
Entering Unmasked Estep 
Score: -35559616.000000 Penalty: 6310.061523
	Iteration 34Q: 3 clusters Score -3.555962e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 330082 members 
Entering Unmasked Estep 
Score: -35559632.000000 Penalty: 6310.061523
	Iteration 35Q: 3 clusters Score -3.555963e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 330534 members 
Entering Unmasked Estep 
Score: -35559704.000000 Penalty: 6310.061523
	Iteration 36Q: 3 clusters Score -3.55597e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 330941 members 
Entering Unmasked Estep 
Score: -35559684.000000 Penalty: 6310.061523
	Iteration 37Q: 3 clusters Score -3.555968e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 331285 members 
Entering Unmasked Estep 
Score: -35559640.000000 Penalty: 6310.061523
	Iteration 38Q: 3 clusters Score -3.555964e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 331565 members 
Entering Unmasked Estep 
Score: -35559684.000000 Penalty: 6310.061523
	Iteration 39Q: 3 clusters Score -3.555968e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 331812 members 
Entering Unmasked Estep 
Score: -35559764.000000 Penalty: 6310.061523
	Iteration 40F: 3 clusters Score -3.555976e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 332006 members 
Entering Unmasked Estep 
Score: -35559756.000000 Penalty: 6310.061523
	Iteration 41Q: 3 clusters Score -3.555976e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 332173 members 
Entering Unmasked Estep 
Score: -35559752.000000 Penalty: 6310.061523
	Iteration 42Q: 3 clusters Score -3.555975e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 332312 members 
Entering Unmasked Estep 
Score: -35559664.000000 Penalty: 6310.061523
	Iteration 43Q: 3 clusters Score -3.555966e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 332421 members 
Entering Unmasked Estep 
Score: -35559692.000000 Penalty: 6310.061523
	Iteration 44Q: 3 clusters Score -3.555969e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 332515 members 
Entering Unmasked Estep 
Score: -35559728.000000 Penalty: 6310.061523
	Iteration 45Q: 3 clusters Score -3.555973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 332596 members 
Entering Unmasked Estep 
Score: -35559728.000000 Penalty: 6310.061523
	Iteration 46Q: 3 clusters Score -3.555973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 332678 members 
Entering Unmasked Estep 
Score: -35559716.000000 Penalty: 6310.061523
	Iteration 47Q: 3 clusters Score -3.555972e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 332728 members 
Entering Unmasked Estep 
Score: -35559728.000000 Penalty: 6310.061523
	Iteration 48Q: 3 clusters Score -3.555973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 332781 members 
Entering Unmasked Estep 
Score: -35559736.000000 Penalty: 6310.061523
	Iteration 49Q: 3 clusters Score -3.555974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 332819 members 
Entering Unmasked Estep 
Score: -35559744.000000 Penalty: 6310.061523
	Iteration 50Q: 3 clusters Score -3.555974e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 332857 members 
Entering Unmasked Estep 
Score: -35559752.000000 Penalty: 6310.061523
	Iteration 51Q: 3 clusters Score -3.555975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 332897 members 
Entering Unmasked Estep 
Score: -35559716.000000 Penalty: 6310.061523
	Iteration 52Q: 3 clusters Score -3.555972e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 332935 members 
Entering Unmasked Estep 
Score: -35559728.000000 Penalty: 6310.061523
	Iteration 53Q: 3 clusters Score -3.555973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 332970 members 
Entering Unmasked Estep 
Score: -35559696.000000 Penalty: 6310.061523
	Iteration 54Q: 3 clusters Score -3.55597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 332992 members 
Entering Unmasked Estep 
Score: -35559636.000000 Penalty: 6310.061523
	Iteration 55Q: 3 clusters Score -3.555964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 333013 members 
Entering Unmasked Estep 
Score: -35559652.000000 Penalty: 6310.061523
	Iteration 56Q: 3 clusters Score -3.555965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 333029 members 
Entering Unmasked Estep 
Score: -35559656.000000 Penalty: 6310.061523
	Iteration 57Q: 3 clusters Score -3.555966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 333040 members 
Entering Unmasked Estep 
Score: -35559644.000000 Penalty: 6310.061523
	Iteration 58Q: 3 clusters Score -3.555964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 333058 members 
Entering Unmasked Estep 
Score: -35559636.000000 Penalty: 6310.061523
	Iteration 59Q: 3 clusters Score -3.555964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 333078 members 
Entering Unmasked Estep 
Score: -35559608.000000 Penalty: 6310.061523
	Iteration 60F: 3 clusters Score -3.555961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 333097 members 
Entering Unmasked Estep 
Score: -35559596.000000 Penalty: 6310.061523
	Iteration 61Q: 3 clusters Score -3.55596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 333114 members 
Entering Unmasked Estep 
Score: -35559596.000000 Penalty: 6310.061523
	Iteration 62Q: 3 clusters Score -3.55596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 333134 members 
Entering Unmasked Estep 
Score: -35559596.000000 Penalty: 6310.061523
	Iteration 63Q: 3 clusters Score -3.55596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 333155 members 
Entering Unmasked Estep 
Score: -35559612.000000 Penalty: 6310.061523
	Iteration 64Q: 3 clusters Score -3.555961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 333171 members 
Entering Unmasked Estep 
Score: -35559616.000000 Penalty: 6310.061523
	Iteration 65Q: 3 clusters Score -3.555962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 333185 members 
Entering Unmasked Estep 
Score: -35559604.000000 Penalty: 6310.061523
	Iteration 66Q: 3 clusters Score -3.55596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 333199 members 
Entering Unmasked Estep 
Score: -35559604.000000 Penalty: 6310.061523
	Iteration 67Q: 3 clusters Score -3.55596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 333217 members 
Entering Unmasked Estep 
Score: -35559628.000000 Penalty: 6310.061523
	Iteration 68Q: 3 clusters Score -3.555963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 333234 members 
Entering Unmasked Estep 
Score: -35559600.000000 Penalty: 6310.061523
	Iteration 69Q: 3 clusters Score -3.55596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 333243 members 
Entering Unmasked Estep 
Score: -35559600.000000 Penalty: 6310.061523
	Iteration 70Q: 3 clusters Score -3.55596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 333255 members 
Entering Unmasked Estep 
Score: -35559592.000000 Penalty: 6310.061523
	Iteration 71Q: 3 clusters Score -3.555959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 333266 members 
Entering Unmasked Estep 
Score: -35559600.000000 Penalty: 6310.061523
	Iteration 72Q: 3 clusters Score -3.55596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 333277 members 
Entering Unmasked Estep 
Score: -35559592.000000 Penalty: 6310.061523
	Iteration 73Q: 3 clusters Score -3.555959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 333289 members 
Entering Unmasked Estep 
Score: -35559604.000000 Penalty: 6310.061523
	Iteration 74Q: 3 clusters Score -3.55596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 333294 members 
Entering Unmasked Estep 
Score: -35559588.000000 Penalty: 6310.061523
	Iteration 75Q: 3 clusters Score -3.555959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 333301 members 
Entering Unmasked Estep 
Score: -35559592.000000 Penalty: 6310.061523
	Iteration 76Q: 3 clusters Score -3.555959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 333308 members 
Entering Unmasked Estep 
Score: -35559596.000000 Penalty: 6310.061523
	Iteration 77Q: 3 clusters Score -3.55596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 333315 members 
Entering Unmasked Estep 
Score: -35559620.000000 Penalty: 6310.061523
	Iteration 78Q: 3 clusters Score -3.555962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 333317 members 
Entering Unmasked Estep 
Score: -35559612.000000 Penalty: 6310.061523
	Iteration 79Q: 3 clusters Score -3.555961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 333319 members 
Entering Unmasked Estep 
Score: -35559604.000000 Penalty: 6310.061523
	Iteration 80F: 3 clusters Score -3.55596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 333322 members 
Entering Unmasked Estep 
Score: -35559620.000000 Penalty: 6310.061523
	Iteration 81Q: 3 clusters Score -3.555962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 333322 members 
Entering Unmasked Estep 
Score: -35559616.000000 Penalty: 6310.061523
	Iteration 82Q: 3 clusters Score -3.555962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 333322 members 
Entering Unmasked Estep 
Score: -35559616.000000 Penalty: 6310.061523
	Iteration 83F: 3 clusters Score -3.555962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (272778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272778 members 
Entering Unmasked Estep 
Score: -28981702.000000 Penalty: 3104.070557
	Iteration 0F: 2 clusters Score -2.89817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -28804790.000000 Penalty: 6208.141113
	Iteration 0F: 3 clusters Score -2.880479e+07 nChanged 132296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136033 members 
Mstep: Class 2 contains 136745 members 
Entering Unmasked Estep 
Score: -28883392.000000 Penalty: 6208.141113
	Iteration 1F: 3 clusters Score -2.888339e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135583 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -28884984.000000 Penalty: 6208.141113
	Iteration 2Q: 3 clusters Score -2.888498e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 137870 members 
Entering Unmasked Estep 
Score: -28886710.000000 Penalty: 6208.141113
	Iteration 3Q: 3 clusters Score -2.888671e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133901 members 
Mstep: Class 2 contains 138877 members 
Entering Unmasked Estep 
Score: -28889344.000000 Penalty: 6208.141113
	Iteration 4Q: 3 clusters Score -2.888934e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132192 members 
Mstep: Class 2 contains 140586 members 
Entering Unmasked Estep 
Score: -28892186.000000 Penalty: 6208.141113
	Iteration 5Q: 3 clusters Score -2.889219e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -28896062.000000 Penalty: 6208.141113
	Iteration 6Q: 3 clusters Score -2.889606e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -28901100.000000 Penalty: 6208.141113
	Iteration 7Q: 3 clusters Score -2.89011e+07 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -28907522.000000 Penalty: 6208.141113
	Iteration 8Q: 3 clusters Score -2.890752e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115367 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -28915712.000000 Penalty: 6208.141113
	Iteration 9F: 3 clusters Score -2.891571e+07 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -28925482.000000 Penalty: 6208.141113
	Iteration 10F: 3 clusters Score -2.892548e+07 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 169594 members 
Entering Unmasked Estep 
Score: -28934476.000000 Penalty: 6208.141113
	Iteration 11F: 3 clusters Score -2.893448e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 174541 members 
Entering Unmasked Estep 
Score: -28940914.000000 Penalty: 6208.141113
	Iteration 12Q: 3 clusters Score -2.894091e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -28944786.000000 Penalty: 6208.141113
	Iteration 13Q: 3 clusters Score -2.894479e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 182869 members 
Entering Unmasked Estep 
Score: -28946712.000000 Penalty: 6208.141113
	Iteration 14Q: 3 clusters Score -2.894671e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 186975 members 
Entering Unmasked Estep 
Score: -28948234.000000 Penalty: 6208.141113
	Iteration 15Q: 3 clusters Score -2.894823e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 191321 members 
Entering Unmasked Estep 
Score: -28949640.000000 Penalty: 6208.141113
	Iteration 16Q: 3 clusters Score -2.894964e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 195877 members 
Entering Unmasked Estep 
Score: -28951214.000000 Penalty: 6208.141113
	Iteration 17Q: 3 clusters Score -2.895121e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 200673 members 
Entering Unmasked Estep 
Score: -28952704.000000 Penalty: 6208.141113
	Iteration 18Q: 3 clusters Score -2.89527e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 205557 members 
Entering Unmasked Estep 
Score: -28954392.000000 Penalty: 6208.141113
	Iteration 19Q: 3 clusters Score -2.895439e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 210515 members 
Entering Unmasked Estep 
Score: -28956268.000000 Penalty: 6208.141113
	Iteration 20F: 3 clusters Score -2.895627e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 215497 members 
Entering Unmasked Estep 
Score: -28958104.000000 Penalty: 6208.141113
	Iteration 21Q: 3 clusters Score -2.89581e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 220276 members 
Entering Unmasked Estep 
Score: -28960010.000000 Penalty: 6208.141113
	Iteration 22Q: 3 clusters Score -2.896001e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 224876 members 
Entering Unmasked Estep 
Score: -28962050.000000 Penalty: 6208.141113
	Iteration 23Q: 3 clusters Score -2.896205e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 229330 members 
Entering Unmasked Estep 
Score: -28963814.000000 Penalty: 6208.141113
	Iteration 24Q: 3 clusters Score -2.896381e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 233427 members 
Entering Unmasked Estep 
Score: -28965846.000000 Penalty: 6208.141113
	Iteration 25Q: 3 clusters Score -2.896585e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 237183 members 
Entering Unmasked Estep 
Score: -28967708.000000 Penalty: 6208.141113
	Iteration 26Q: 3 clusters Score -2.896771e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 240683 members 
Entering Unmasked Estep 
Score: -28969590.000000 Penalty: 6208.141113
	Iteration 27Q: 3 clusters Score -2.896959e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 243799 members 
Entering Unmasked Estep 
Score: -28971166.000000 Penalty: 6208.141113
	Iteration 28Q: 3 clusters Score -2.897117e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 246587 members 
Entering Unmasked Estep 
Score: -28972608.000000 Penalty: 6208.141113
	Iteration 29Q: 3 clusters Score -2.897261e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 249138 members 
Entering Unmasked Estep 
Score: -28973696.000000 Penalty: 6208.141113
	Iteration 30Q: 3 clusters Score -2.89737e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 251359 members 
Entering Unmasked Estep 
Score: -28974578.000000 Penalty: 6208.141113
	Iteration 31Q: 3 clusters Score -2.897458e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 253324 members 
Entering Unmasked Estep 
Score: -28975478.000000 Penalty: 6208.141113
	Iteration 32Q: 3 clusters Score -2.897548e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 255011 members 
Entering Unmasked Estep 
Score: -28976154.000000 Penalty: 6208.141113
	Iteration 33Q: 3 clusters Score -2.897615e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 256603 members 
Entering Unmasked Estep 
Score: -28976792.000000 Penalty: 6208.141113
	Iteration 34Q: 3 clusters Score -2.897679e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 258075 members 
Entering Unmasked Estep 
Score: -28977406.000000 Penalty: 6208.141113
	Iteration 35Q: 3 clusters Score -2.897741e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 259456 members 
Entering Unmasked Estep 
Score: -28977916.000000 Penalty: 6208.141113
	Iteration 36Q: 3 clusters Score -2.897792e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 260668 members 
Entering Unmasked Estep 
Score: -28978354.000000 Penalty: 6208.141113
	Iteration 37Q: 3 clusters Score -2.897835e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 261793 members 
Entering Unmasked Estep 
Score: -28978774.000000 Penalty: 6208.141113
	Iteration 38Q: 3 clusters Score -2.897877e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 262776 members 
Entering Unmasked Estep 
Score: -28979116.000000 Penalty: 6208.141113
	Iteration 39Q: 3 clusters Score -2.897912e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 263608 members 
Entering Unmasked Estep 
Score: -28979478.000000 Penalty: 6208.141113
	Iteration 40F: 3 clusters Score -2.897948e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 264316 members 
Entering Unmasked Estep 
Score: -28979632.000000 Penalty: 6208.141113
	Iteration 41Q: 3 clusters Score -2.897963e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 264915 members 
Entering Unmasked Estep 
Score: -28979746.000000 Penalty: 6208.141113
	Iteration 42Q: 3 clusters Score -2.897975e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 265451 members 
Entering Unmasked Estep 
Score: -28980028.000000 Penalty: 6208.141113
	Iteration 43Q: 3 clusters Score -2.898003e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 265913 members 
Entering Unmasked Estep 
Score: -28980272.000000 Penalty: 6208.141113
	Iteration 44Q: 3 clusters Score -2.898027e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 266332 members 
Entering Unmasked Estep 
Score: -28980290.000000 Penalty: 6208.141113
	Iteration 45Q: 3 clusters Score -2.898029e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 266696 members 
Entering Unmasked Estep 
Score: -28980312.000000 Penalty: 6208.141113
	Iteration 46Q: 3 clusters Score -2.898031e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 266995 members 
Entering Unmasked Estep 
Score: -28980370.000000 Penalty: 6208.141113
	Iteration 47Q: 3 clusters Score -2.898037e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 267227 members 
Entering Unmasked Estep 
Score: -28980442.000000 Penalty: 6208.141113
	Iteration 48Q: 3 clusters Score -2.898044e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 267440 members 
Entering Unmasked Estep 
Score: -28980526.000000 Penalty: 6208.141113
	Iteration 49Q: 3 clusters Score -2.898053e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 267651 members 
Entering Unmasked Estep 
Score: -28980540.000000 Penalty: 6208.141113
	Iteration 50Q: 3 clusters Score -2.898054e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 267830 members 
Entering Unmasked Estep 
Score: -28980610.000000 Penalty: 6208.141113
	Iteration 51Q: 3 clusters Score -2.898061e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 267990 members 
Entering Unmasked Estep 
Score: -28980602.000000 Penalty: 6208.141113
	Iteration 52Q: 3 clusters Score -2.89806e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 268136 members 
Entering Unmasked Estep 
Score: -28980638.000000 Penalty: 6208.141113
	Iteration 53Q: 3 clusters Score -2.898064e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 268265 members 
Entering Unmasked Estep 
Score: -28980646.000000 Penalty: 6208.141113
	Iteration 54Q: 3 clusters Score -2.898065e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 268371 members 
Entering Unmasked Estep 
Score: -28980644.000000 Penalty: 6208.141113
	Iteration 55Q: 3 clusters Score -2.898064e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 268457 members 
Entering Unmasked Estep 
Score: -28980654.000000 Penalty: 6208.141113
	Iteration 56Q: 3 clusters Score -2.898065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 268521 members 
Entering Unmasked Estep 
Score: -28980700.000000 Penalty: 6208.141113
	Iteration 57Q: 3 clusters Score -2.89807e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 268593 members 
Entering Unmasked Estep 
Score: -28980702.000000 Penalty: 6208.141113
	Iteration 58Q: 3 clusters Score -2.89807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 268650 members 
Entering Unmasked Estep 
Score: -28980688.000000 Penalty: 6208.141113
	Iteration 59Q: 3 clusters Score -2.898069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 268687 members 
Entering Unmasked Estep 
Score: -28980680.000000 Penalty: 6208.141113
	Iteration 60F: 3 clusters Score -2.898068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 268723 members 
Entering Unmasked Estep 
Score: -28980696.000000 Penalty: 6208.141113
	Iteration 61Q: 3 clusters Score -2.89807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 268761 members 
Entering Unmasked Estep 
Score: -28980706.000000 Penalty: 6208.141113
	Iteration 62Q: 3 clusters Score -2.898071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 268797 members 
Entering Unmasked Estep 
Score: -28980692.000000 Penalty: 6208.141113
	Iteration 63Q: 3 clusters Score -2.898069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 268846 members 
Entering Unmasked Estep 
Score: -28980710.000000 Penalty: 6208.141113
	Iteration 64Q: 3 clusters Score -2.898071e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 268889 members 
Entering Unmasked Estep 
Score: -28980740.000000 Penalty: 6208.141113
	Iteration 65Q: 3 clusters Score -2.898074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 268913 members 
Entering Unmasked Estep 
Score: -28980766.000000 Penalty: 6208.141113
	Iteration 66Q: 3 clusters Score -2.898077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 268932 members 
Entering Unmasked Estep 
Score: -28980754.000000 Penalty: 6208.141113
	Iteration 67Q: 3 clusters Score -2.898075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 268944 members 
Entering Unmasked Estep 
Score: -28980762.000000 Penalty: 6208.141113
	Iteration 68Q: 3 clusters Score -2.898076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 268958 members 
Entering Unmasked Estep 
Score: -28980748.000000 Penalty: 6208.141113
	Iteration 69Q: 3 clusters Score -2.898075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 268970 members 
Entering Unmasked Estep 
Score: -28980760.000000 Penalty: 6208.141113
	Iteration 70Q: 3 clusters Score -2.898076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 268985 members 
Entering Unmasked Estep 
Score: -28980730.000000 Penalty: 6208.141113
	Iteration 71Q: 3 clusters Score -2.898073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 269000 members 
Entering Unmasked Estep 
Score: -28980754.000000 Penalty: 6208.141113
	Iteration 72Q: 3 clusters Score -2.898075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 269012 members 
Entering Unmasked Estep 
Score: -28980744.000000 Penalty: 6208.141113
	Iteration 73Q: 3 clusters Score -2.898074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 269021 members 
Entering Unmasked Estep 
Score: -28980752.000000 Penalty: 6208.141113
	Iteration 74Q: 3 clusters Score -2.898075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 269028 members 
Entering Unmasked Estep 
Score: -28980754.000000 Penalty: 6208.141113
	Iteration 75Q: 3 clusters Score -2.898075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 269037 members 
Entering Unmasked Estep 
Score: -28980758.000000 Penalty: 6208.141113
	Iteration 76Q: 3 clusters Score -2.898076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 269048 members 
Entering Unmasked Estep 
Score: -28980762.000000 Penalty: 6208.141113
	Iteration 77Q: 3 clusters Score -2.898076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 269053 members 
Entering Unmasked Estep 
Score: -28980758.000000 Penalty: 6208.141113
	Iteration 78Q: 3 clusters Score -2.898076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 269057 members 
Entering Unmasked Estep 
Score: -28980766.000000 Penalty: 6208.141113
	Iteration 79Q: 3 clusters Score -2.898077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 269063 members 
Entering Unmasked Estep 
Score: -28980754.000000 Penalty: 6208.141113
	Iteration 80F: 3 clusters Score -2.898075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 269067 members 
Entering Unmasked Estep 
Score: -28980750.000000 Penalty: 6208.141113
	Iteration 81Q: 3 clusters Score -2.898075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 269069 members 
Entering Unmasked Estep 
Score: -28980750.000000 Penalty: 6208.141113
	Iteration 82Q: 3 clusters Score -2.898075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 269074 members 
Entering Unmasked Estep 
Score: -28980758.000000 Penalty: 6208.141113
	Iteration 83Q: 3 clusters Score -2.898076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 269073 members 
Entering Unmasked Estep 
Score: -28980770.000000 Penalty: 6208.141113
	Iteration 84Q: 3 clusters Score -2.898077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 269072 members 
Entering Unmasked Estep 
Score: -28980770.000000 Penalty: 6208.141113
	Iteration 85Q: 3 clusters Score -2.898077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 269071 members 
Entering Unmasked Estep 
Score: -28980762.000000 Penalty: 6208.141113
	Iteration 86Q: 3 clusters Score -2.898076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 269071 members 
Entering Unmasked Estep 
Score: -28980776.000000 Penalty: 6208.141113
	Iteration 87Q: 3 clusters Score -2.898078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 269070 members 
Entering Unmasked Estep 
Score: -28980752.000000 Penalty: 6208.141113
	Iteration 88Q: 3 clusters Score -2.898075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 269072 members 
Entering Unmasked Estep 
Score: -28980756.000000 Penalty: 6208.141113
	Iteration 89Q: 3 clusters Score -2.898076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 269076 members 
Entering Unmasked Estep 
Score: -28980746.000000 Penalty: 6208.141113
	Iteration 90Q: 3 clusters Score -2.898075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 269080 members 
Entering Unmasked Estep 
Score: -28980716.000000 Penalty: 6208.141113
	Iteration 91Q: 3 clusters Score -2.898072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 269082 members 
Entering Unmasked Estep 
Score: -28980724.000000 Penalty: 6208.141113
	Iteration 92Q: 3 clusters Score -2.898072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 269082 members 
Entering Unmasked Estep 
Score: -28980716.000000 Penalty: 6208.141113
	Iteration 93Q: 3 clusters Score -2.898072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 269086 members 
Entering Unmasked Estep 
Score: -28980724.000000 Penalty: 6208.141113
	Iteration 94Q: 3 clusters Score -2.898072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 269090 members 
Entering Unmasked Estep 
Score: -28980718.000000 Penalty: 6208.141113
	Iteration 95Q: 3 clusters Score -2.898072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 269094 members 
Entering Unmasked Estep 
Score: -28980706.000000 Penalty: 6208.141113
	Iteration 96Q: 3 clusters Score -2.898071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 269098 members 
Entering Unmasked Estep 
Score: -28980696.000000 Penalty: 6208.141113
	Iteration 97Q: 3 clusters Score -2.89807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 269104 members 
Entering Unmasked Estep 
Score: -28980706.000000 Penalty: 6208.141113
	Iteration 98Q: 3 clusters Score -2.898071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 269105 members 
Entering Unmasked Estep 
Score: -28980712.000000 Penalty: 6208.141113
	Iteration 99Q: 3 clusters Score -2.898071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 269104 members 
Entering Unmasked Estep 
Score: -28980698.000000 Penalty: 6208.141113
	Iteration 100F: 3 clusters Score -2.89807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 269103 members 
Entering Unmasked Estep 
Score: -28980682.000000 Penalty: 6208.141113
	Iteration 101Q: 3 clusters Score -2.898068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 269102 members 
Entering Unmasked Estep 
Score: -28980682.000000 Penalty: 6208.141113
	Iteration 102Q: 3 clusters Score -2.898068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 269103 members 
Entering Unmasked Estep 
Score: -28980680.000000 Penalty: 6208.141113
	Iteration 103Q: 3 clusters Score -2.898068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 269104 members 
Entering Unmasked Estep 
Score: -28980708.000000 Penalty: 6208.141113
	Iteration 104Q: 3 clusters Score -2.898071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 269108 members 
Entering Unmasked Estep 
Score: -28980700.000000 Penalty: 6208.141113
	Iteration 105Q: 3 clusters Score -2.89807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 269110 members 
Entering Unmasked Estep 
Score: -28980724.000000 Penalty: 6208.141113
	Iteration 106Q: 3 clusters Score -2.898072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 269113 members 
Entering Unmasked Estep 
Score: -28980724.000000 Penalty: 6208.141113
	Iteration 107Q: 3 clusters Score -2.898072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 269115 members 
Entering Unmasked Estep 
Score: -28980730.000000 Penalty: 6208.141113
	Iteration 108Q: 3 clusters Score -2.898073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 269115 members 
Entering Unmasked Estep 
Score: -28980730.000000 Penalty: 6208.141113
	Iteration 109F: 3 clusters Score -2.898073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -43378.472656 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -43378.47 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 227 members 
Entering Unmasked Estep 
Score: -41925.933594 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -41925.93 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42077.070312 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -42077.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42120.089844 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -42120.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42130.894531 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -42130.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42141.312500 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -42141.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42144.496094 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -42144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42146.457031 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -42146.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42148.093750 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -42148.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42148.093750 Penalty: 3047.516113
	Iteration 8F: 3 clusters Score -42148.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -133956.296875 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -133956.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131681.859375 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -131681.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132399.781250 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -132399.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -132823.468750 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -132823.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133258.859375 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -133258.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133533.593750 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -133533.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133747.406250 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -133747.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133956.250000 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -133956.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134337.140625 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -134337.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134681.109375 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -134681.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134863.984375 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -134864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134976.578125 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -134976.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135171.328125 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -135171.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135451.734375 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -135451.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135473.687500 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -135473.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135479.656250 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -135479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135487.031250 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -135487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135488.671875 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -135488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135489.453125 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -135489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135493.187500 Penalty: 3625.369141
	Iteration 18F: 3 clusters Score -135493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135497.171875 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -135497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135501.140625 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -135501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135502.734375 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -135502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135509.156250 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -135509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135525.500000 Penalty: 3625.369141
	Iteration 23Q: 3 clusters Score -135525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135541.593750 Penalty: 3625.369141
	Iteration 24Q: 3 clusters Score -135541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135582.468750 Penalty: 3625.369141
	Iteration 25Q: 3 clusters Score -135582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135642.812500 Penalty: 3625.369141
	Iteration 26Q: 3 clusters Score -135642.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135765.125000 Penalty: 3625.369141
	Iteration 27Q: 3 clusters Score -135765.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136015.062500 Penalty: 3625.369141
	Iteration 28Q: 3 clusters Score -136015.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -136307.734375 Penalty: 3625.369141
	Iteration 29Q: 3 clusters Score -136307.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -136708.500000 Penalty: 3625.369141
	Iteration 30Q: 3 clusters Score -136708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -136745.406250 Penalty: 3625.369141
	Iteration 31Q: 3 clusters Score -136745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -136745.406250 Penalty: 3625.369141
	Iteration 32F: 3 clusters Score -136745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 277882 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 29881 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389077 members 
Mstep: Class 7 contains 335004 members 
Mstep: Class 8 contains 272778 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 16190 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86843 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
Score: -158341664.000000 Penalty: 67085.992188
Splitting cluster 10 changes total score from -158340672.000000 to -158341664.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (32098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Entering Unmasked Estep 
Score: -3124436.750000 Penalty: 2573.384033
	Iteration 0F: 2 clusters Score -3124437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3102467.500000 Penalty: 5146.768066
	Iteration 0F: 3 clusters Score -3102468 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3110574.250000 Penalty: 5146.768066
	Iteration 1F: 3 clusters Score -3110574 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3111159.750000 Penalty: 5146.768066
	Iteration 2Q: 3 clusters Score -3111160 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3111801.000000 Penalty: 5146.768066
	Iteration 3Q: 3 clusters Score -3111801 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3112611.750000 Penalty: 5146.768066
	Iteration 4Q: 3 clusters Score -3112612 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3113674.500000 Penalty: 5146.768066
	Iteration 5F: 3 clusters Score -3113674 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3115005.250000 Penalty: 5146.768066
	Iteration 6F: 3 clusters Score -3115005 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3116347.750000 Penalty: 5146.768066
	Iteration 7F: 3 clusters Score -3116348 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3117646.000000 Penalty: 5146.768066
	Iteration 8F: 3 clusters Score -3117646 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3118859.750000 Penalty: 5146.768066
	Iteration 9F: 3 clusters Score -3118860 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3119882.000000 Penalty: 5146.768066
	Iteration 10Q: 3 clusters Score -3119882 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3120558.000000 Penalty: 5146.768066
	Iteration 11Q: 3 clusters Score -3120558 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3121023.500000 Penalty: 5146.768066
	Iteration 12Q: 3 clusters Score -3121024 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3121375.500000 Penalty: 5146.768066
	Iteration 13Q: 3 clusters Score -3121376 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3121622.000000 Penalty: 5146.768066
	Iteration 14Q: 3 clusters Score -3121622 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3121796.500000 Penalty: 5146.768066
	Iteration 15Q: 3 clusters Score -3121796 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3121929.500000 Penalty: 5146.768066
	Iteration 16Q: 3 clusters Score -3121930 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3122030.000000 Penalty: 5146.768066
	Iteration 17Q: 3 clusters Score -3122030 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3122107.750000 Penalty: 5146.768066
	Iteration 18Q: 3 clusters Score -3122108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3122176.500000 Penalty: 5146.768066
	Iteration 19Q: 3 clusters Score -3122176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3122213.000000 Penalty: 5146.768066
	Iteration 20F: 3 clusters Score -3122213 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3122246.250000 Penalty: 5146.768066
	Iteration 21Q: 3 clusters Score -3122246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3122268.250000 Penalty: 5146.768066
	Iteration 22Q: 3 clusters Score -3122268 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3122296.500000 Penalty: 5146.768066
	Iteration 23Q: 3 clusters Score -3122296 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3122324.500000 Penalty: 5146.768066
	Iteration 24Q: 3 clusters Score -3122324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3122353.250000 Penalty: 5146.768066
	Iteration 25Q: 3 clusters Score -3122353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3122373.000000 Penalty: 5146.768066
	Iteration 26Q: 3 clusters Score -3122373 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3122404.000000 Penalty: 5146.768066
	Iteration 27Q: 3 clusters Score -3122404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3122439.000000 Penalty: 5146.768066
	Iteration 28Q: 3 clusters Score -3122439 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3122482.500000 Penalty: 5146.768066
	Iteration 29Q: 3 clusters Score -3122482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3122529.750000 Penalty: 5146.768066
	Iteration 30Q: 3 clusters Score -3122530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3122576.750000 Penalty: 5146.768066
	Iteration 31Q: 3 clusters Score -3122577 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3122611.500000 Penalty: 5146.768066
	Iteration 32Q: 3 clusters Score -3122612 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3122645.250000 Penalty: 5146.768066
	Iteration 33Q: 3 clusters Score -3122645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3122690.500000 Penalty: 5146.768066
	Iteration 34Q: 3 clusters Score -3122690 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3122725.250000 Penalty: 5146.768066
	Iteration 35Q: 3 clusters Score -3122725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3122751.500000 Penalty: 5146.768066
	Iteration 36Q: 3 clusters Score -3122752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3122790.000000 Penalty: 5146.768066
	Iteration 37Q: 3 clusters Score -3122790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3122809.750000 Penalty: 5146.768066
	Iteration 38Q: 3 clusters Score -3122810 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3122847.000000 Penalty: 5146.768066
	Iteration 39Q: 3 clusters Score -3122847 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3122871.750000 Penalty: 5146.768066
	Iteration 40F: 3 clusters Score -3122872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3122909.000000 Penalty: 5146.768066
	Iteration 41Q: 3 clusters Score -3122909 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3122942.000000 Penalty: 5146.768066
	Iteration 42Q: 3 clusters Score -3122942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3122985.750000 Penalty: 5146.768066
	Iteration 43Q: 3 clusters Score -3122986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3123012.750000 Penalty: 5146.768066
	Iteration 44Q: 3 clusters Score -3123013 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3123043.750000 Penalty: 5146.768066
	Iteration 45Q: 3 clusters Score -3123044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3123071.500000 Penalty: 5146.768066
	Iteration 46Q: 3 clusters Score -3123072 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3123096.000000 Penalty: 5146.768066
	Iteration 47Q: 3 clusters Score -3123096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3123129.000000 Penalty: 5146.768066
	Iteration 48Q: 3 clusters Score -3123129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3123158.750000 Penalty: 5146.768066
	Iteration 49Q: 3 clusters Score -3123159 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3123173.000000 Penalty: 5146.768066
	Iteration 50Q: 3 clusters Score -3123173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3123194.500000 Penalty: 5146.768066
	Iteration 51Q: 3 clusters Score -3123194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3123207.000000 Penalty: 5146.768066
	Iteration 52Q: 3 clusters Score -3123207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3123230.000000 Penalty: 5146.768066
	Iteration 53Q: 3 clusters Score -3123230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3123225.750000 Penalty: 5146.768066
	Iteration 54Q: 3 clusters Score -3123226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3123249.750000 Penalty: 5146.768066
	Iteration 55Q: 3 clusters Score -3123250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3123265.750000 Penalty: 5146.768066
	Iteration 56Q: 3 clusters Score -3123266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3123269.500000 Penalty: 5146.768066
	Iteration 57Q: 3 clusters Score -3123270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3123274.250000 Penalty: 5146.768066
	Iteration 58Q: 3 clusters Score -3123274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3123287.500000 Penalty: 5146.768066
	Iteration 59Q: 3 clusters Score -3123288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3123304.250000 Penalty: 5146.768066
	Iteration 60F: 3 clusters Score -3123304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3123304.750000 Penalty: 5146.768066
	Iteration 61Q: 3 clusters Score -3123305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3123305.500000 Penalty: 5146.768066
	Iteration 62Q: 3 clusters Score -3123306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3123318.750000 Penalty: 5146.768066
	Iteration 63Q: 3 clusters Score -3123319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3123341.500000 Penalty: 5146.768066
	Iteration 64Q: 3 clusters Score -3123342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3123335.000000 Penalty: 5146.768066
	Iteration 65Q: 3 clusters Score -3123335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3123337.000000 Penalty: 5146.768066
	Iteration 66Q: 3 clusters Score -3123337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3123350.500000 Penalty: 5146.768066
	Iteration 67Q: 3 clusters Score -3123350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3123363.750000 Penalty: 5146.768066
	Iteration 68Q: 3 clusters Score -3123364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3123365.250000 Penalty: 5146.768066
	Iteration 69Q: 3 clusters Score -3123365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3123363.750000 Penalty: 5146.768066
	Iteration 70Q: 3 clusters Score -3123364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3123385.000000 Penalty: 5146.768066
	Iteration 71Q: 3 clusters Score -3123385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3123384.750000 Penalty: 5146.768066
	Iteration 72Q: 3 clusters Score -3123385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3123400.750000 Penalty: 5146.768066
	Iteration 73Q: 3 clusters Score -3123401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3123407.750000 Penalty: 5146.768066
	Iteration 74Q: 3 clusters Score -3123408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3123421.750000 Penalty: 5146.768066
	Iteration 75Q: 3 clusters Score -3123422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3123420.250000 Penalty: 5146.768066
	Iteration 76Q: 3 clusters Score -3123420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3123416.500000 Penalty: 5146.768066
	Iteration 77Q: 3 clusters Score -3123416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3123419.250000 Penalty: 5146.768066
	Iteration 78Q: 3 clusters Score -3123419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3123420.500000 Penalty: 5146.768066
	Iteration 79Q: 3 clusters Score -3123420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3123418.000000 Penalty: 5146.768066
	Iteration 80F: 3 clusters Score -3123418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3123424.250000 Penalty: 5146.768066
	Iteration 81Q: 3 clusters Score -3123424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3123424.000000 Penalty: 5146.768066
	Iteration 82Q: 3 clusters Score -3123424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3123425.500000 Penalty: 5146.768066
	Iteration 83Q: 3 clusters Score -3123426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3123428.750000 Penalty: 5146.768066
	Iteration 84Q: 3 clusters Score -3123429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3123431.000000 Penalty: 5146.768066
	Iteration 85Q: 3 clusters Score -3123431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3123430.750000 Penalty: 5146.768066
	Iteration 86Q: 3 clusters Score -3123431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3123438.500000 Penalty: 5146.768066
	Iteration 87Q: 3 clusters Score -3123438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3123430.000000 Penalty: 5146.768066
	Iteration 88Q: 3 clusters Score -3123430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3123434.250000 Penalty: 5146.768066
	Iteration 89Q: 3 clusters Score -3123434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3123434.750000 Penalty: 5146.768066
	Iteration 90Q: 3 clusters Score -3123435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3123438.250000 Penalty: 5146.768066
	Iteration 91Q: 3 clusters Score -3123438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3123440.500000 Penalty: 5146.768066
	Iteration 92Q: 3 clusters Score -3123440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3123435.000000 Penalty: 5146.768066
	Iteration 93Q: 3 clusters Score -3123435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3123438.250000 Penalty: 5146.768066
	Iteration 94Q: 3 clusters Score -3123438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3123435.750000 Penalty: 5146.768066
	Iteration 95Q: 3 clusters Score -3123436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3123433.250000 Penalty: 5146.768066
	Iteration 96Q: 3 clusters Score -3123433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3123433.250000 Penalty: 5146.768066
	Iteration 97F: 3 clusters Score -3123433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Entering Unmasked Estep 
Score: -1738857.750000 Penalty: 2403.653076
	Iteration 0F: 2 clusters Score -1738858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1727331.125000 Penalty: 4807.306152
	Iteration 0F: 3 clusters Score -1727331 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1731024.000000 Penalty: 4807.306152
	Iteration 1F: 3 clusters Score -1731024 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1731464.750000 Penalty: 4807.306152
	Iteration 2F: 3 clusters Score -1731465 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1731880.750000 Penalty: 4807.306152
	Iteration 3F: 3 clusters Score -1731881 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1732255.375000 Penalty: 4807.306152
	Iteration 4Q: 3 clusters Score -1732255 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1732650.375000 Penalty: 4807.306152
	Iteration 5Q: 3 clusters Score -1732650 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1733067.625000 Penalty: 4807.306152
	Iteration 6Q: 3 clusters Score -1733068 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1733518.500000 Penalty: 4807.306152
	Iteration 7Q: 3 clusters Score -1733518 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1733986.375000 Penalty: 4807.306152
	Iteration 8Q: 3 clusters Score -1733986 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1734433.250000 Penalty: 4807.306152
	Iteration 9Q: 3 clusters Score -1734433 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1734810.875000 Penalty: 4807.306152
	Iteration 10Q: 3 clusters Score -1734811 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1735115.750000 Penalty: 4807.306152
	Iteration 11Q: 3 clusters Score -1735116 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1735343.625000 Penalty: 4807.306152
	Iteration 12Q: 3 clusters Score -1735344 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1735528.375000 Penalty: 4807.306152
	Iteration 13Q: 3 clusters Score -1735528 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1735656.500000 Penalty: 4807.306152
	Iteration 14Q: 3 clusters Score -1735656 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1735747.000000 Penalty: 4807.306152
	Iteration 15Q: 3 clusters Score -1735747 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1735830.125000 Penalty: 4807.306152
	Iteration 16Q: 3 clusters Score -1735830 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1735910.000000 Penalty: 4807.306152
	Iteration 17Q: 3 clusters Score -1735910 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1735987.625000 Penalty: 4807.306152
	Iteration 18Q: 3 clusters Score -1735988 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1736054.625000 Penalty: 4807.306152
	Iteration 19Q: 3 clusters Score -1736055 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1736117.125000 Penalty: 4807.306152
	Iteration 20F: 3 clusters Score -1736117 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1736173.500000 Penalty: 4807.306152
	Iteration 21Q: 3 clusters Score -1736174 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1736224.625000 Penalty: 4807.306152
	Iteration 22Q: 3 clusters Score -1736225 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1736273.500000 Penalty: 4807.306152
	Iteration 23Q: 3 clusters Score -1736274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1736318.500000 Penalty: 4807.306152
	Iteration 24Q: 3 clusters Score -1736318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1736365.750000 Penalty: 4807.306152
	Iteration 25Q: 3 clusters Score -1736366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1736426.875000 Penalty: 4807.306152
	Iteration 26Q: 3 clusters Score -1736427 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1736482.250000 Penalty: 4807.306152
	Iteration 27Q: 3 clusters Score -1736482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1736525.125000 Penalty: 4807.306152
	Iteration 28Q: 3 clusters Score -1736525 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1736572.625000 Penalty: 4807.306152
	Iteration 29Q: 3 clusters Score -1736573 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1736616.125000 Penalty: 4807.306152
	Iteration 30Q: 3 clusters Score -1736616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1736670.750000 Penalty: 4807.306152
	Iteration 31Q: 3 clusters Score -1736671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1736726.750000 Penalty: 4807.306152
	Iteration 32Q: 3 clusters Score -1736727 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1736790.250000 Penalty: 4807.306152
	Iteration 33Q: 3 clusters Score -1736790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1736856.875000 Penalty: 4807.306152
	Iteration 34Q: 3 clusters Score -1736857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1736914.000000 Penalty: 4807.306152
	Iteration 35Q: 3 clusters Score -1736914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1736966.875000 Penalty: 4807.306152
	Iteration 36Q: 3 clusters Score -1736967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1737005.125000 Penalty: 4807.306152
	Iteration 37Q: 3 clusters Score -1737005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1737034.750000 Penalty: 4807.306152
	Iteration 38Q: 3 clusters Score -1737035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1737051.375000 Penalty: 4807.306152
	Iteration 39Q: 3 clusters Score -1737051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1737058.750000 Penalty: 4807.306152
	Iteration 40F: 3 clusters Score -1737059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1737062.875000 Penalty: 4807.306152
	Iteration 41Q: 3 clusters Score -1737063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1737065.625000 Penalty: 4807.306152
	Iteration 42Q: 3 clusters Score -1737066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1737073.250000 Penalty: 4807.306152
	Iteration 43Q: 3 clusters Score -1737073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1737079.125000 Penalty: 4807.306152
	Iteration 44Q: 3 clusters Score -1737079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1737080.375000 Penalty: 4807.306152
	Iteration 45Q: 3 clusters Score -1737080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1737082.750000 Penalty: 4807.306152
	Iteration 46Q: 3 clusters Score -1737083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1737089.125000 Penalty: 4807.306152
	Iteration 47Q: 3 clusters Score -1737089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1737088.375000 Penalty: 4807.306152
	Iteration 48Q: 3 clusters Score -1737088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1737089.500000 Penalty: 4807.306152
	Iteration 49Q: 3 clusters Score -1737090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1737089.625000 Penalty: 4807.306152
	Iteration 50Q: 3 clusters Score -1737090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1737095.500000 Penalty: 4807.306152
	Iteration 51Q: 3 clusters Score -1737096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1737094.625000 Penalty: 4807.306152
	Iteration 52Q: 3 clusters Score -1737095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1737094.625000 Penalty: 4807.306152
	Iteration 53F: 3 clusters Score -1737095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -111748.929688 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -111748.9 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 592 members 
Entering Unmasked Estep 
Score: -109724.531250 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -109724.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110133.820312 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -110133.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110352.609375 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -110352.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110458.828125 Penalty: 3504.544189
	Iteration 3F: 3 clusters Score -110458.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110498.320312 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -110498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110515.773438 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -110515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110528.382812 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -110528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110538.937500 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -110538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110546.468750 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -110546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110552.257812 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -110552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110560.546875 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -110560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -110565.164062 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -110565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110572.640625 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -110572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110580.140625 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -110580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -110587.750000 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -110587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -110590.960938 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -110591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110592.164062 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -110592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110593.078125 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -110593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -110594.765625 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -110594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -110595.921875 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -110595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -110596.375000 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -110596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -110598.585938 Penalty: 3504.544189
	Iteration 21Q: 3 clusters Score -110598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -110604.500000 Penalty: 3504.544189
	Iteration 22Q: 3 clusters Score -110604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -110610.406250 Penalty: 3504.544189
	Iteration 23Q: 3 clusters Score -110610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -110613.867188 Penalty: 3504.544189
	Iteration 24Q: 3 clusters Score -110613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -110616.671875 Penalty: 3504.544189
	Iteration 25Q: 3 clusters Score -110616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -110620.929688 Penalty: 3504.544189
	Iteration 26Q: 3 clusters Score -110620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -110624.476562 Penalty: 3504.544189
	Iteration 27Q: 3 clusters Score -110624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -110627.718750 Penalty: 3504.544189
	Iteration 28Q: 3 clusters Score -110627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -110628.835938 Penalty: 3504.544189
	Iteration 29Q: 3 clusters Score -110628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -110629.281250 Penalty: 3504.544189
	Iteration 30Q: 3 clusters Score -110629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -110629.281250 Penalty: 3504.544189
	Iteration 31F: 3 clusters Score -110629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -192221.234375 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -192221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -189674.265625 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -189674.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190190.718750 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -190190.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190359.531250 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -190359.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -190498.500000 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -190498.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190581.281250 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -190581.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190622.375000 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -190622.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190665.156250 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -190665.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190693.656250 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -190693.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190709.187500 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -190709.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190723.203125 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -190723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190733.937500 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -190733.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190745.734375 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -190745.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190752.812500 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -190752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -190758.984375 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -190759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190763.218750 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -190763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190766.718750 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -190766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190770.859375 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -190770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -190772.468750 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -190772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190773.062500 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -190773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190774.203125 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -190774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190774.593750 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -190774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190776.812500 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -190776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190776.859375 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -190776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190777.171875 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -190777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190778.562500 Penalty: 3753.659912
	Iteration 24Q: 3 clusters Score -190778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190778.859375 Penalty: 3753.659912
	Iteration 25Q: 3 clusters Score -190778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190779.468750 Penalty: 3753.659912
	Iteration 26Q: 3 clusters Score -190779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190779.468750 Penalty: 3753.659912
	Iteration 27F: 3 clusters Score -190779.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Entering Unmasked Estep 
Score: -8925522.000000 Penalty: 2820.220459
	Iteration 0F: 2 clusters Score -8925522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -8867374.000000 Penalty: 5640.440918
	Iteration 0F: 3 clusters Score -8867374 nChanged 40829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8890395.000000 Penalty: 5640.440918
	Iteration 1F: 3 clusters Score -8890395 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8890983.000000 Penalty: 5640.440918
	Iteration 2Q: 3 clusters Score -8890983 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -8891579.000000 Penalty: 5640.440918
	Iteration 3Q: 3 clusters Score -8891579 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -8892161.000000 Penalty: 5640.440918
	Iteration 4Q: 3 clusters Score -8892161 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -8892880.000000 Penalty: 5640.440918
	Iteration 5Q: 3 clusters Score -8892880 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -8893791.000000 Penalty: 5640.440918
	Iteration 6Q: 3 clusters Score -8893791 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -8895095.000000 Penalty: 5640.440918
	Iteration 7Q: 3 clusters Score -8895095 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -8897052.000000 Penalty: 5640.440918
	Iteration 8Q: 3 clusters Score -8897052 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -8899939.000000 Penalty: 5640.440918
	Iteration 9F: 3 clusters Score -8899939 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -8903797.000000 Penalty: 5640.440918
	Iteration 10F: 3 clusters Score -8903797 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -8908055.000000 Penalty: 5640.440918
	Iteration 11F: 3 clusters Score -8908055 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -8912284.000000 Penalty: 5640.440918
	Iteration 12F: 3 clusters Score -8912284 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8916767.000000 Penalty: 5640.440918
	Iteration 13F: 3 clusters Score -8916767 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8920569.000000 Penalty: 5640.440918
	Iteration 14Q: 3 clusters Score -8920569 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8922323.000000 Penalty: 5640.440918
	Iteration 15Q: 3 clusters Score -8922323 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8922837.000000 Penalty: 5640.440918
	Iteration 16Q: 3 clusters Score -8922837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8923019.000000 Penalty: 5640.440918
	Iteration 17Q: 3 clusters Score -8923019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8923084.000000 Penalty: 5640.440918
	Iteration 18Q: 3 clusters Score -8923084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8923113.000000 Penalty: 5640.440918
	Iteration 19Q: 3 clusters Score -8923113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8923142.000000 Penalty: 5640.440918
	Iteration 20F: 3 clusters Score -8923142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8923148.000000 Penalty: 5640.440918
	Iteration 21Q: 3 clusters Score -8923148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8923154.000000 Penalty: 5640.440918
	Iteration 22Q: 3 clusters Score -8923154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8923172.000000 Penalty: 5640.440918
	Iteration 23Q: 3 clusters Score -8923172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8923182.000000 Penalty: 5640.440918
	Iteration 24Q: 3 clusters Score -8923182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8923174.000000 Penalty: 5640.440918
	Iteration 25Q: 3 clusters Score -8923174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8923179.000000 Penalty: 5640.440918
	Iteration 26Q: 3 clusters Score -8923179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8923179.000000 Penalty: 5640.440918
	Iteration 27F: 3 clusters Score -8923179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34518.937500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -34518.94 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: -33096.953125 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -33096.95 nChanged 66
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: -33296.820312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -33296.82 nChanged 28
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: -33465.242188 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -33465.24 nChanged 17
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: -33639.664062 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -33639.66 nChanged 14
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: -33709.367188 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -33709.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33744.324219 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -33744.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33775.406250 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -33775.41 nChanged 4
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: -33806.457031 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -33806.46 nChanged 2
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: -33817.785156 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -33817.79 nChanged 3
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: -33828.585938 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -33828.59 nChanged 4
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: -33854.515625 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -33854.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33868.531250 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -33868.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33879.484375 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -33879.48 nChanged 1
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: -33884.121094 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -33884.12 nChanged 0
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: -33884.121094 Penalty: 2993.598877
	Iteration 14F: 3 clusters Score -33884.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -310758.031250 Penalty: 2025.643921
	Iteration 0F: 2 clusters Score -310758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -307174.218750 Penalty: 4051.287842
	Iteration 0F: 3 clusters Score -307174.2 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -307946.187500 Penalty: 4051.287842
	Iteration 1F: 3 clusters Score -307946.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -308103.187500 Penalty: 4051.287842
	Iteration 2F: 3 clusters Score -308103.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -308193.062500 Penalty: 4051.287842
	Iteration 3Q: 3 clusters Score -308193.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -308270.531250 Penalty: 4051.287842
	Iteration 4Q: 3 clusters Score -308270.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -308328.937500 Penalty: 4051.287842
	Iteration 5Q: 3 clusters Score -308328.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -308374.562500 Penalty: 4051.287842
	Iteration 6Q: 3 clusters Score -308374.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -308416.781250 Penalty: 4051.287842
	Iteration 7Q: 3 clusters Score -308416.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -308456.906250 Penalty: 4051.287842
	Iteration 8Q: 3 clusters Score -308456.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -308498.218750 Penalty: 4051.287842
	Iteration 9Q: 3 clusters Score -308498.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -308541.968750 Penalty: 4051.287842
	Iteration 10Q: 3 clusters Score -308542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -308575.500000 Penalty: 4051.287842
	Iteration 11Q: 3 clusters Score -308575.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -308606.687500 Penalty: 4051.287842
	Iteration 12Q: 3 clusters Score -308606.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -308640.187500 Penalty: 4051.287842
	Iteration 13Q: 3 clusters Score -308640.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -308675.968750 Penalty: 4051.287842
	Iteration 14Q: 3 clusters Score -308676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -308702.187500 Penalty: 4051.287842
	Iteration 15Q: 3 clusters Score -308702.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -308718.812500 Penalty: 4051.287842
	Iteration 16Q: 3 clusters Score -308718.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -308732.093750 Penalty: 4051.287842
	Iteration 17Q: 3 clusters Score -308732.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -308746.531250 Penalty: 4051.287842
	Iteration 18Q: 3 clusters Score -308746.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -308758.218750 Penalty: 4051.287842
	Iteration 19Q: 3 clusters Score -308758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -308766.312500 Penalty: 4051.287842
	Iteration 20F: 3 clusters Score -308766.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -308770.125000 Penalty: 4051.287842
	Iteration 21Q: 3 clusters Score -308770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -308774.687500 Penalty: 4051.287842
	Iteration 22Q: 3 clusters Score -308774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -308776.750000 Penalty: 4051.287842
	Iteration 23Q: 3 clusters Score -308776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -308780.093750 Penalty: 4051.287842
	Iteration 24Q: 3 clusters Score -308780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -308782.281250 Penalty: 4051.287842
	Iteration 25Q: 3 clusters Score -308782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -308786.093750 Penalty: 4051.287842
	Iteration 26Q: 3 clusters Score -308786.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -308789.781250 Penalty: 4051.287842
	Iteration 27Q: 3 clusters Score -308789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308793.375000 Penalty: 4051.287842
	Iteration 28Q: 3 clusters Score -308793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -308798.000000 Penalty: 4051.287842
	Iteration 29Q: 3 clusters Score -308798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308800.187500 Penalty: 4051.287842
	Iteration 30Q: 3 clusters Score -308800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308802.312500 Penalty: 4051.287842
	Iteration 31Q: 3 clusters Score -308802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -308804.156250 Penalty: 4051.287842
	Iteration 32Q: 3 clusters Score -308804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -308807.156250 Penalty: 4051.287842
	Iteration 33Q: 3 clusters Score -308807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -308808.625000 Penalty: 4051.287842
	Iteration 34Q: 3 clusters Score -308808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -308809.031250 Penalty: 4051.287842
	Iteration 35Q: 3 clusters Score -308809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -308809.468750 Penalty: 4051.287842
	Iteration 36Q: 3 clusters Score -308809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -308809.750000 Penalty: 4051.287842
	Iteration 37Q: 3 clusters Score -308809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -308810.281250 Penalty: 4051.287842
	Iteration 38Q: 3 clusters Score -308810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -308810.656250 Penalty: 4051.287842
	Iteration 39Q: 3 clusters Score -308810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -308811.500000 Penalty: 4051.287842
	Iteration 40F: 3 clusters Score -308811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -308812.593750 Penalty: 4051.287842
	Iteration 41Q: 3 clusters Score -308812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -308813.531250 Penalty: 4051.287842
	Iteration 42Q: 3 clusters Score -308813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -308813.750000 Penalty: 4051.287842
	Iteration 43Q: 3 clusters Score -308813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -308813.750000 Penalty: 4051.287842
	Iteration 44F: 3 clusters Score -308813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -55344.843750 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -55344.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53668.453125 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -53668.45 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53943.816406 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -53943.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54054.789062 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -54054.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54097.160156 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -54097.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54132.890625 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -54132.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54177.082031 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -54177.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54209.324219 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -54209.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54236.277344 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -54236.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54245.054688 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -54245.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -54245.976562 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -54245.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -54245.976562 Penalty: 3220.151123
	Iteration 10F: 3 clusters Score -54245.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 277882 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 29881 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389077 members 
Mstep: Class 7 contains 335004 members 
Mstep: Class 8 contains 272778 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 32098 members 
Mstep: Class 12 contains 16190 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86843 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341728.000000 Penalty: 67085.992188
Iteration 159Q: 20 clusters Score -1.583417e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 278005 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 29875 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389090 members 
Mstep: Class 7 contains 335007 members 
Mstep: Class 8 contains 272550 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 16271 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86841 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342064.000000 Penalty: 67085.992188
Iteration 160F: 20 clusters Score -1.583421e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 278115 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 29866 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389083 members 
Mstep: Class 7 contains 335034 members 
Mstep: Class 8 contains 272335 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32087 members 
Mstep: Class 12 contains 16357 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86835 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341984.000000 Penalty: 67085.992188
Iteration 161Q: 20 clusters Score -1.58342e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 278241 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389068 members 
Mstep: Class 7 contains 335044 members 
Mstep: Class 8 contains 272119 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32086 members 
Mstep: Class 12 contains 16445 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86832 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342080.000000 Penalty: 67085.992188
Iteration 162Q: 20 clusters Score -1.583421e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 278366 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 29860 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389051 members 
Mstep: Class 7 contains 335043 members 
Mstep: Class 8 contains 271912 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 16521 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86836 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341856.000000 Penalty: 67085.992188
Iteration 163Q: 20 clusters Score -1.583419e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 278470 members 
Mstep: Class 3 contains 7085 members 
Mstep: Class 4 contains 29858 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 389000 members 
Mstep: Class 7 contains 335091 members 
Mstep: Class 8 contains 271694 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 86842 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342000.000000 Penalty: 67085.992188
Iteration 164Q: 20 clusters Score -1.58342e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 278574 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 388960 members 
Mstep: Class 7 contains 335122 members 
Mstep: Class 8 contains 271495 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86843 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341664.000000 Penalty: 67085.992188
Iteration 165Q: 20 clusters Score -1.583417e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 278663 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 29865 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 388919 members 
Mstep: Class 7 contains 335168 members 
Mstep: Class 8 contains 271298 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32081 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86847 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341408.000000 Penalty: 67085.992188
Iteration 166Q: 20 clusters Score -1.583414e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 278752 members 
Mstep: Class 3 contains 7087 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388885 members 
Mstep: Class 7 contains 335212 members 
Mstep: Class 8 contains 271113 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32079 members 
Mstep: Class 12 contains 16826 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86852 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341856.000000 Penalty: 67085.992188
Iteration 167Q: 20 clusters Score -1.583419e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 278857 members 
Mstep: Class 3 contains 7087 members 
Mstep: Class 4 contains 29862 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388883 members 
Mstep: Class 7 contains 335220 members 
Mstep: Class 8 contains 270901 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 16911 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86861 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341872.000000 Penalty: 67085.992188
Iteration 168Q: 20 clusters Score -1.583419e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 278946 members 
Mstep: Class 3 contains 7087 members 
Mstep: Class 4 contains 29858 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388891 members 
Mstep: Class 7 contains 335225 members 
Mstep: Class 8 contains 270717 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86863 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341664.000000 Penalty: 67085.992188
Iteration 169Q: 20 clusters Score -1.583417e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 279038 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29860 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388882 members 
Mstep: Class 7 contains 335251 members 
Mstep: Class 8 contains 270528 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 17034 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86870 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341488.000000 Penalty: 67085.992188
Iteration 170Q: 20 clusters Score -1.583415e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 279126 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29862 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388885 members 
Mstep: Class 7 contains 335253 members 
Mstep: Class 8 contains 270341 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1933 members 
Mstep: Class 15 contains 86879 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341504.000000 Penalty: 67085.992188
Iteration 171Q: 20 clusters Score -1.583415e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 279182 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29865 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388879 members 
Mstep: Class 7 contains 335227 members 
Mstep: Class 8 contains 270202 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 17186 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 86886 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341392.000000 Penalty: 67085.992188
Iteration 172Q: 20 clusters Score -1.583414e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 279260 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 388878 members 
Mstep: Class 7 contains 335198 members 
Mstep: Class 8 contains 270055 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 17271 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 86885 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341616.000000 Penalty: 67085.992188
Iteration 173Q: 20 clusters Score -1.583416e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 279348 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29858 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 388874 members 
Mstep: Class 7 contains 335183 members 
Mstep: Class 8 contains 269892 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 17355 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 86888 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341792.000000 Penalty: 67085.992188
Iteration 174Q: 20 clusters Score -1.583418e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 279409 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 388834 members 
Mstep: Class 7 contains 335165 members 
Mstep: Class 8 contains 269769 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 86892 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341648.000000 Penalty: 67085.992188
Iteration 175Q: 20 clusters Score -1.583416e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 279460 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 388805 members 
Mstep: Class 7 contains 335154 members 
Mstep: Class 8 contains 269651 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1951 members 
Mstep: Class 15 contains 86889 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341696.000000 Penalty: 67085.992188
Iteration 176Q: 20 clusters Score -1.583417e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 279523 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 388780 members 
Mstep: Class 7 contains 335142 members 
Mstep: Class 8 contains 269525 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 17665 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1956 members 
Mstep: Class 15 contains 86885 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341568.000000 Penalty: 67085.992188
Iteration 177Q: 20 clusters Score -1.583416e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 279588 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29860 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 388733 members 
Mstep: Class 7 contains 335162 members 
Mstep: Class 8 contains 269386 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32053 members 
Mstep: Class 12 contains 17762 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1959 members 
Mstep: Class 15 contains 86878 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341600.000000 Penalty: 67085.992188
Iteration 178Q: 20 clusters Score -1.583416e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 279657 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29861 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388690 members 
Mstep: Class 7 contains 335157 members 
Mstep: Class 8 contains 269267 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 86871 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341600.000000 Penalty: 67085.992188
Iteration 179Q: 20 clusters Score -1.583416e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 279730 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29862 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 388631 members 
Mstep: Class 7 contains 335155 members 
Mstep: Class 8 contains 269150 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 17958 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 86871 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341728.000000 Penalty: 67085.992188
Iteration 180F: 20 clusters Score -1.583417e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 279776 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29857 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 388583 members 
Mstep: Class 7 contains 335183 members 
Mstep: Class 8 contains 269026 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32059 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1963 members 
Mstep: Class 15 contains 86865 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341408.000000 Penalty: 67085.992188
Iteration 181Q: 20 clusters Score -1.583414e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 279808 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29848 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 388563 members 
Mstep: Class 7 contains 335203 members 
Mstep: Class 8 contains 268892 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 18187 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 86856 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341632.000000 Penalty: 67085.992188
Iteration 182Q: 20 clusters Score -1.583416e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 279842 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 29845 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388509 members 
Mstep: Class 7 contains 335257 members 
Mstep: Class 8 contains 268745 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32052 members 
Mstep: Class 12 contains 18298 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 86853 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341456.000000 Penalty: 67085.992188
Iteration 183Q: 20 clusters Score -1.583415e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 279861 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 29848 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388429 members 
Mstep: Class 7 contains 335340 members 
Mstep: Class 8 contains 268598 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86846 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341920.000000 Penalty: 67085.992188
Iteration 184Q: 20 clusters Score -1.583419e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 279857 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29849 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388327 members 
Mstep: Class 7 contains 335473 members 
Mstep: Class 8 contains 268445 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32054 members 
Mstep: Class 12 contains 18540 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 86842 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341696.000000 Penalty: 67085.992188
Iteration 185Q: 20 clusters Score -1.583417e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 279842 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29847 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388265 members 
Mstep: Class 7 contains 335547 members 
Mstep: Class 8 contains 268293 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 18699 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 1978 members 
Mstep: Class 15 contains 86829 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341776.000000 Penalty: 67085.992188
Iteration 186Q: 20 clusters Score -1.583418e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 279831 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29839 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 388154 members 
Mstep: Class 7 contains 335695 members 
Mstep: Class 8 contains 268139 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 86833 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341744.000000 Penalty: 67085.992188
Iteration 187Q: 20 clusters Score -1.583417e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 279842 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29833 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 388034 members 
Mstep: Class 7 contains 335822 members 
Mstep: Class 8 contains 267983 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 18940 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 86840 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341440.000000 Penalty: 67085.992188
Iteration 188Q: 20 clusters Score -1.583414e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 279860 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 387927 members 
Mstep: Class 7 contains 335930 members 
Mstep: Class 8 contains 267843 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32059 members 
Mstep: Class 12 contains 19056 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1989 members 
Mstep: Class 15 contains 86844 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341504.000000 Penalty: 67085.992188
Iteration 189Q: 20 clusters Score -1.583415e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 279904 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 387846 members 
Mstep: Class 7 contains 336019 members 
Mstep: Class 8 contains 267682 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32059 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 86841 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341184.000000 Penalty: 67085.992188
Iteration 190Q: 20 clusters Score -1.583412e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 279970 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29811 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387776 members 
Mstep: Class 7 contains 336051 members 
Mstep: Class 8 contains 267539 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 19286 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 86836 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341104.000000 Penalty: 67085.992188
Iteration 191Q: 20 clusters Score -1.583411e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 279995 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 29808 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387682 members 
Mstep: Class 7 contains 336142 members 
Mstep: Class 8 contains 267414 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32062 members 
Mstep: Class 12 contains 19390 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 15 contains 86831 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341296.000000 Penalty: 67085.992188
Iteration 192Q: 20 clusters Score -1.583413e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 280011 members 
Mstep: Class 3 contains 7092 members 
Mstep: Class 4 contains 29803 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387640 members 
Mstep: Class 7 contains 336231 members 
Mstep: Class 8 contains 267264 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 19486 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 86824 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341008.000000 Penalty: 67085.992188
Iteration 193Q: 20 clusters Score -1.58341e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 280029 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29806 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387574 members 
Mstep: Class 7 contains 336301 members 
Mstep: Class 8 contains 267130 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32063 members 
Mstep: Class 12 contains 19596 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2010 members 
Mstep: Class 15 contains 86823 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340912.000000 Penalty: 67085.992188
Iteration 194Q: 20 clusters Score -1.583409e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 280045 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29803 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387486 members 
Mstep: Class 7 contains 336487 members 
Mstep: Class 8 contains 266925 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32058 members 
Mstep: Class 12 contains 19690 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 86829 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341232.000000 Penalty: 67085.992188
Iteration 195Q: 20 clusters Score -1.583412e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 280059 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29803 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387375 members 
Mstep: Class 7 contains 336627 members 
Mstep: Class 8 contains 266751 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2010 members 
Mstep: Class 15 contains 86844 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341232.000000 Penalty: 67085.992188
Iteration 196Q: 20 clusters Score -1.583412e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 280088 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 387275 members 
Mstep: Class 7 contains 336754 members 
Mstep: Class 8 contains 266576 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32053 members 
Mstep: Class 12 contains 19920 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2014 members 
Mstep: Class 15 contains 86857 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341216.000000 Penalty: 67085.992188
Iteration 197Q: 20 clusters Score -1.583412e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 280111 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29795 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 387200 members 
Mstep: Class 7 contains 336824 members 
Mstep: Class 8 contains 266425 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32053 members 
Mstep: Class 12 contains 20036 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 86870 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341248.000000 Penalty: 67085.992188
Iteration 198Q: 20 clusters Score -1.583412e+08 nChanged 961
Entering ConstructFrom: 
Score: -158341248.000000 Penalty: 67085.992188
Entering ConstructFrom: 
Trying to split cluster 1 (65915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Entering Unmasked Estep 
Score: -7064605.000000 Penalty: 2751.838135
	Iteration 0F: 2 clusters Score -7064605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -7020232.500000 Penalty: 5503.676270
	Iteration 0F: 3 clusters Score -7020232 nChanged 30793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -7038059.000000 Penalty: 5503.676270
	Iteration 1F: 3 clusters Score -7038059 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -7039345.000000 Penalty: 5503.676270
	Iteration 2Q: 3 clusters Score -7039345 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -7040946.500000 Penalty: 5503.676270
	Iteration 3Q: 3 clusters Score -7040946 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7042876.500000 Penalty: 5503.676270
	Iteration 4F: 3 clusters Score -7042876 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -7045264.000000 Penalty: 5503.676270
	Iteration 5F: 3 clusters Score -7045264 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -7048227.000000 Penalty: 5503.676270
	Iteration 6F: 3 clusters Score -7048227 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -7051406.500000 Penalty: 5503.676270
	Iteration 7F: 3 clusters Score -7051406 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -7053779.000000 Penalty: 5503.676270
	Iteration 8F: 3 clusters Score -7053779 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7055015.500000 Penalty: 5503.676270
	Iteration 9Q: 3 clusters Score -7055016 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -7055614.000000 Penalty: 5503.676270
	Iteration 10Q: 3 clusters Score -7055614 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7055978.000000 Penalty: 5503.676270
	Iteration 11Q: 3 clusters Score -7055978 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -7056229.000000 Penalty: 5503.676270
	Iteration 12Q: 3 clusters Score -7056229 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -7056467.500000 Penalty: 5503.676270
	Iteration 13Q: 3 clusters Score -7056468 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -7056675.000000 Penalty: 5503.676270
	Iteration 14Q: 3 clusters Score -7056675 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -7056887.500000 Penalty: 5503.676270
	Iteration 15Q: 3 clusters Score -7056888 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7057068.000000 Penalty: 5503.676270
	Iteration 16Q: 3 clusters Score -7057068 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -7057287.000000 Penalty: 5503.676270
	Iteration 17Q: 3 clusters Score -7057287 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -7057569.500000 Penalty: 5503.676270
	Iteration 18Q: 3 clusters Score -7057570 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -7057783.500000 Penalty: 5503.676270
	Iteration 19Q: 3 clusters Score -7057784 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -7058058.000000 Penalty: 5503.676270
	Iteration 20F: 3 clusters Score -7058058 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -7058326.000000 Penalty: 5503.676270
	Iteration 21Q: 3 clusters Score -7058326 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -7058575.500000 Penalty: 5503.676270
	Iteration 22Q: 3 clusters Score -7058576 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -7058892.000000 Penalty: 5503.676270
	Iteration 23Q: 3 clusters Score -7058892 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -7059272.500000 Penalty: 5503.676270
	Iteration 24Q: 3 clusters Score -7059272 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -7059631.000000 Penalty: 5503.676270
	Iteration 25Q: 3 clusters Score -7059631 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7060012.500000 Penalty: 5503.676270
	Iteration 26Q: 3 clusters Score -7060012 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -7060351.500000 Penalty: 5503.676270
	Iteration 27Q: 3 clusters Score -7060352 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -7060716.000000 Penalty: 5503.676270
	Iteration 28Q: 3 clusters Score -7060716 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -7060964.500000 Penalty: 5503.676270
	Iteration 29Q: 3 clusters Score -7060964 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7061231.500000 Penalty: 5503.676270
	Iteration 30Q: 3 clusters Score -7061232 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7061492.000000 Penalty: 5503.676270
	Iteration 31Q: 3 clusters Score -7061492 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7061633.500000 Penalty: 5503.676270
	Iteration 32Q: 3 clusters Score -7061634 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7061824.000000 Penalty: 5503.676270
	Iteration 33Q: 3 clusters Score -7061824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7061952.000000 Penalty: 5503.676270
	Iteration 34Q: 3 clusters Score -7061952 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7062074.500000 Penalty: 5503.676270
	Iteration 35Q: 3 clusters Score -7062074 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7062184.500000 Penalty: 5503.676270
	Iteration 36Q: 3 clusters Score -7062184 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7062259.500000 Penalty: 5503.676270
	Iteration 37Q: 3 clusters Score -7062260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7062318.500000 Penalty: 5503.676270
	Iteration 38Q: 3 clusters Score -7062318 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7062364.000000 Penalty: 5503.676270
	Iteration 39Q: 3 clusters Score -7062364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7062407.000000 Penalty: 5503.676270
	Iteration 40F: 3 clusters Score -7062407 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7062468.500000 Penalty: 5503.676270
	Iteration 41Q: 3 clusters Score -7062468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7062490.000000 Penalty: 5503.676270
	Iteration 42Q: 3 clusters Score -7062490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7062512.000000 Penalty: 5503.676270
	Iteration 43Q: 3 clusters Score -7062512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7062536.000000 Penalty: 5503.676270
	Iteration 44Q: 3 clusters Score -7062536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7062550.000000 Penalty: 5503.676270
	Iteration 45Q: 3 clusters Score -7062550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7062554.500000 Penalty: 5503.676270
	Iteration 46Q: 3 clusters Score -7062554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7062564.000000 Penalty: 5503.676270
	Iteration 47Q: 3 clusters Score -7062564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7062584.000000 Penalty: 5503.676270
	Iteration 48Q: 3 clusters Score -7062584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7062616.000000 Penalty: 5503.676270
	Iteration 49Q: 3 clusters Score -7062616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7062618.500000 Penalty: 5503.676270
	Iteration 50Q: 3 clusters Score -7062618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7062632.500000 Penalty: 5503.676270
	Iteration 51Q: 3 clusters Score -7062632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7062627.000000 Penalty: 5503.676270
	Iteration 52Q: 3 clusters Score -7062627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7062647.000000 Penalty: 5503.676270
	Iteration 53Q: 3 clusters Score -7062647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7062652.500000 Penalty: 5503.676270
	Iteration 54Q: 3 clusters Score -7062652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7062664.500000 Penalty: 5503.676270
	Iteration 55Q: 3 clusters Score -7062664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7062670.500000 Penalty: 5503.676270
	Iteration 56Q: 3 clusters Score -7062670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7062692.500000 Penalty: 5503.676270
	Iteration 57Q: 3 clusters Score -7062692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7062697.000000 Penalty: 5503.676270
	Iteration 58Q: 3 clusters Score -7062697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7062703.500000 Penalty: 5503.676270
	Iteration 59Q: 3 clusters Score -7062704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7062715.000000 Penalty: 5503.676270
	Iteration 60F: 3 clusters Score -7062715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7062719.500000 Penalty: 5503.676270
	Iteration 61Q: 3 clusters Score -7062720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7062718.500000 Penalty: 5503.676270
	Iteration 62Q: 3 clusters Score -7062718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7062724.500000 Penalty: 5503.676270
	Iteration 63Q: 3 clusters Score -7062724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7062719.000000 Penalty: 5503.676270
	Iteration 64Q: 3 clusters Score -7062719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7062728.500000 Penalty: 5503.676270
	Iteration 65Q: 3 clusters Score -7062728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7062730.500000 Penalty: 5503.676270
	Iteration 66Q: 3 clusters Score -7062730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7062731.000000 Penalty: 5503.676270
	Iteration 67Q: 3 clusters Score -7062731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7062739.000000 Penalty: 5503.676270
	Iteration 68Q: 3 clusters Score -7062739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7062725.000000 Penalty: 5503.676270
	Iteration 69Q: 3 clusters Score -7062725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7062729.500000 Penalty: 5503.676270
	Iteration 70Q: 3 clusters Score -7062730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7062729.500000 Penalty: 5503.676270
	Iteration 71Q: 3 clusters Score -7062730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7062737.500000 Penalty: 5503.676270
	Iteration 72Q: 3 clusters Score -7062738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7062725.000000 Penalty: 5503.676270
	Iteration 73Q: 3 clusters Score -7062725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7062732.000000 Penalty: 5503.676270
	Iteration 74Q: 3 clusters Score -7062732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7062737.000000 Penalty: 5503.676270
	Iteration 75Q: 3 clusters Score -7062737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7062738.000000 Penalty: 5503.676270
	Iteration 76Q: 3 clusters Score -7062738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7062742.000000 Penalty: 5503.676270
	Iteration 77Q: 3 clusters Score -7062742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7062741.000000 Penalty: 5503.676270
	Iteration 78Q: 3 clusters Score -7062741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7062743.000000 Penalty: 5503.676270
	Iteration 79Q: 3 clusters Score -7062743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7062738.500000 Penalty: 5503.676270
	Iteration 80F: 3 clusters Score -7062738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7062734.500000 Penalty: 5503.676270
	Iteration 81Q: 3 clusters Score -7062734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7062730.500000 Penalty: 5503.676270
	Iteration 82Q: 3 clusters Score -7062730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7062729.500000 Penalty: 5503.676270
	Iteration 83Q: 3 clusters Score -7062730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7062732.500000 Penalty: 5503.676270
	Iteration 84Q: 3 clusters Score -7062732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7062732.500000 Penalty: 5503.676270
	Iteration 85F: 3 clusters Score -7062732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (280126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280126 members 
Entering Unmasked Estep 
Score: -29731436.000000 Penalty: 3110.662598
	Iteration 0F: 2 clusters Score -2.973144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139872 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -29550510.000000 Penalty: 6221.325195
	Iteration 0F: 3 clusters Score -2.955051e+07 nChanged 135202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 142246 members 
Entering Unmasked Estep 
Score: -29631314.000000 Penalty: 6221.325195
	Iteration 1F: 3 clusters Score -2.963131e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -29633766.000000 Penalty: 6221.325195
	Iteration 2Q: 3 clusters Score -2.963377e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 144291 members 
Entering Unmasked Estep 
Score: -29638032.000000 Penalty: 6221.325195
	Iteration 3Q: 3 clusters Score -2.963803e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -29644044.000000 Penalty: 6221.325195
	Iteration 4Q: 3 clusters Score -2.964404e+07 nChanged 14775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134967 members 
Mstep: Class 2 contains 145159 members 
Entering Unmasked Estep 
Score: -29652284.000000 Penalty: 6221.325195
	Iteration 5F: 3 clusters Score -2.965228e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136474 members 
Mstep: Class 2 contains 143652 members 
Entering Unmasked Estep 
Score: -29662970.000000 Penalty: 6221.325195
	Iteration 6F: 3 clusters Score -2.966297e+07 nChanged 18579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139439 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -29675338.000000 Penalty: 6221.325195
	Iteration 7F: 3 clusters Score -2.967534e+07 nChanged 18696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -29687766.000000 Penalty: 6221.325195
	Iteration 8F: 3 clusters Score -2.968777e+07 nChanged 15991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147330 members 
Mstep: Class 2 contains 132796 members 
Entering Unmasked Estep 
Score: -29697122.000000 Penalty: 6221.325195
	Iteration 9F: 3 clusters Score -2.969712e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 129248 members 
Entering Unmasked Estep 
Score: -29701676.000000 Penalty: 6221.325195
	Iteration 10Q: 3 clusters Score -2.970168e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -29703704.000000 Penalty: 6221.325195
	Iteration 11Q: 3 clusters Score -2.97037e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -29704934.000000 Penalty: 6221.325195
	Iteration 12Q: 3 clusters Score -2.970493e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160952 members 
Mstep: Class 2 contains 119174 members 
Entering Unmasked Estep 
Score: -29706002.000000 Penalty: 6221.325195
	Iteration 13Q: 3 clusters Score -2.9706e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -29707130.000000 Penalty: 6221.325195
	Iteration 14Q: 3 clusters Score -2.970713e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -29708284.000000 Penalty: 6221.325195
	Iteration 15Q: 3 clusters Score -2.970828e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -29709160.000000 Penalty: 6221.325195
	Iteration 16Q: 3 clusters Score -2.970916e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175260 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -29710160.000000 Penalty: 6221.325195
	Iteration 17Q: 3 clusters Score -2.971016e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -29711112.000000 Penalty: 6221.325195
	Iteration 18Q: 3 clusters Score -2.971111e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182505 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -29711726.000000 Penalty: 6221.325195
	Iteration 19Q: 3 clusters Score -2.971173e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186221 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -29712658.000000 Penalty: 6221.325195
	Iteration 20F: 3 clusters Score -2.971266e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190023 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -29713708.000000 Penalty: 6221.325195
	Iteration 21Q: 3 clusters Score -2.971371e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193845 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -29714502.000000 Penalty: 6221.325195
	Iteration 22Q: 3 clusters Score -2.97145e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197678 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -29715378.000000 Penalty: 6221.325195
	Iteration 23Q: 3 clusters Score -2.971538e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201594 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -29716080.000000 Penalty: 6221.325195
	Iteration 24Q: 3 clusters Score -2.971608e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205506 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -29716858.000000 Penalty: 6221.325195
	Iteration 25Q: 3 clusters Score -2.971686e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209255 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -29717684.000000 Penalty: 6221.325195
	Iteration 26Q: 3 clusters Score -2.971768e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212949 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -29718360.000000 Penalty: 6221.325195
	Iteration 27Q: 3 clusters Score -2.971836e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216633 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -29719238.000000 Penalty: 6221.325195
	Iteration 28Q: 3 clusters Score -2.971924e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220216 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -29719906.000000 Penalty: 6221.325195
	Iteration 29Q: 3 clusters Score -2.971991e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223670 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -29720684.000000 Penalty: 6221.325195
	Iteration 30Q: 3 clusters Score -2.972068e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227097 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -29721314.000000 Penalty: 6221.325195
	Iteration 31Q: 3 clusters Score -2.972131e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230445 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -29722006.000000 Penalty: 6221.325195
	Iteration 32Q: 3 clusters Score -2.972201e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233647 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -29722662.000000 Penalty: 6221.325195
	Iteration 33Q: 3 clusters Score -2.972266e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236724 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -29723274.000000 Penalty: 6221.325195
	Iteration 34Q: 3 clusters Score -2.972327e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239645 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -29724232.000000 Penalty: 6221.325195
	Iteration 35Q: 3 clusters Score -2.972423e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242517 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -29724986.000000 Penalty: 6221.325195
	Iteration 36Q: 3 clusters Score -2.972499e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245202 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -29725644.000000 Penalty: 6221.325195
	Iteration 37Q: 3 clusters Score -2.972564e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247706 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -29726348.000000 Penalty: 6221.325195
	Iteration 38Q: 3 clusters Score -2.972635e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250055 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -29726984.000000 Penalty: 6221.325195
	Iteration 39Q: 3 clusters Score -2.972698e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252166 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -29727410.000000 Penalty: 6221.325195
	Iteration 40F: 3 clusters Score -2.972741e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254205 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -29727850.000000 Penalty: 6221.325195
	Iteration 41Q: 3 clusters Score -2.972785e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256094 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -29728310.000000 Penalty: 6221.325195
	Iteration 42Q: 3 clusters Score -2.972831e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257870 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -29728702.000000 Penalty: 6221.325195
	Iteration 43Q: 3 clusters Score -2.97287e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259452 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -29729206.000000 Penalty: 6221.325195
	Iteration 44Q: 3 clusters Score -2.972921e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260837 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -29729592.000000 Penalty: 6221.325195
	Iteration 45Q: 3 clusters Score -2.972959e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262101 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -29729900.000000 Penalty: 6221.325195
	Iteration 46Q: 3 clusters Score -2.97299e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263314 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -29730168.000000 Penalty: 6221.325195
	Iteration 47Q: 3 clusters Score -2.973017e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264357 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -29730448.000000 Penalty: 6221.325195
	Iteration 48Q: 3 clusters Score -2.973045e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265225 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -29730616.000000 Penalty: 6221.325195
	Iteration 49Q: 3 clusters Score -2.973062e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265978 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -29730876.000000 Penalty: 6221.325195
	Iteration 50Q: 3 clusters Score -2.973088e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266697 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -29730926.000000 Penalty: 6221.325195
	Iteration 51Q: 3 clusters Score -2.973093e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267297 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -29730962.000000 Penalty: 6221.325195
	Iteration 52Q: 3 clusters Score -2.973096e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267848 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -29731056.000000 Penalty: 6221.325195
	Iteration 53Q: 3 clusters Score -2.973106e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268402 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -29731126.000000 Penalty: 6221.325195
	Iteration 54Q: 3 clusters Score -2.973113e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268884 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -29731162.000000 Penalty: 6221.325195
	Iteration 55Q: 3 clusters Score -2.973116e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269306 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -29731160.000000 Penalty: 6221.325195
	Iteration 56Q: 3 clusters Score -2.973116e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269678 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -29731160.000000 Penalty: 6221.325195
	Iteration 57Q: 3 clusters Score -2.973116e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269989 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -29731234.000000 Penalty: 6221.325195
	Iteration 58Q: 3 clusters Score -2.973123e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270260 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -29731256.000000 Penalty: 6221.325195
	Iteration 59Q: 3 clusters Score -2.973126e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270511 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -29731236.000000 Penalty: 6221.325195
	Iteration 60F: 3 clusters Score -2.973124e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270744 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -29731250.000000 Penalty: 6221.325195
	Iteration 61Q: 3 clusters Score -2.973125e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270934 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -29731242.000000 Penalty: 6221.325195
	Iteration 62Q: 3 clusters Score -2.973124e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271111 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -29731224.000000 Penalty: 6221.325195
	Iteration 63Q: 3 clusters Score -2.973122e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271266 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -29731214.000000 Penalty: 6221.325195
	Iteration 64Q: 3 clusters Score -2.973121e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271402 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -29731250.000000 Penalty: 6221.325195
	Iteration 65Q: 3 clusters Score -2.973125e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271523 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -29731248.000000 Penalty: 6221.325195
	Iteration 66Q: 3 clusters Score -2.973125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271653 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -29731254.000000 Penalty: 6221.325195
	Iteration 67Q: 3 clusters Score -2.973125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271778 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -29731266.000000 Penalty: 6221.325195
	Iteration 68Q: 3 clusters Score -2.973127e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271879 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -29731312.000000 Penalty: 6221.325195
	Iteration 69Q: 3 clusters Score -2.973131e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271976 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -29731290.000000 Penalty: 6221.325195
	Iteration 70Q: 3 clusters Score -2.973129e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272067 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -29731304.000000 Penalty: 6221.325195
	Iteration 71Q: 3 clusters Score -2.97313e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272154 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -29731298.000000 Penalty: 6221.325195
	Iteration 72Q: 3 clusters Score -2.97313e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272213 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -29731280.000000 Penalty: 6221.325195
	Iteration 73Q: 3 clusters Score -2.973128e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272260 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -29731242.000000 Penalty: 6221.325195
	Iteration 74Q: 3 clusters Score -2.973124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272294 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -29731228.000000 Penalty: 6221.325195
	Iteration 75Q: 3 clusters Score -2.973123e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272330 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -29731210.000000 Penalty: 6221.325195
	Iteration 76Q: 3 clusters Score -2.973121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272368 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -29731172.000000 Penalty: 6221.325195
	Iteration 77Q: 3 clusters Score -2.973117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272402 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -29731186.000000 Penalty: 6221.325195
	Iteration 78Q: 3 clusters Score -2.973119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272429 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -29731202.000000 Penalty: 6221.325195
	Iteration 79Q: 3 clusters Score -2.97312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272450 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -29731194.000000 Penalty: 6221.325195
	Iteration 80F: 3 clusters Score -2.973119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272472 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -29731204.000000 Penalty: 6221.325195
	Iteration 81Q: 3 clusters Score -2.97312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272493 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -29731186.000000 Penalty: 6221.325195
	Iteration 82Q: 3 clusters Score -2.973119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272512 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -29731206.000000 Penalty: 6221.325195
	Iteration 83Q: 3 clusters Score -2.973121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272528 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -29731206.000000 Penalty: 6221.325195
	Iteration 84Q: 3 clusters Score -2.973121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272548 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -29731230.000000 Penalty: 6221.325195
	Iteration 85Q: 3 clusters Score -2.973123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272566 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -29731254.000000 Penalty: 6221.325195
	Iteration 86Q: 3 clusters Score -2.973125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272587 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -29731252.000000 Penalty: 6221.325195
	Iteration 87Q: 3 clusters Score -2.973125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272607 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -29731272.000000 Penalty: 6221.325195
	Iteration 88Q: 3 clusters Score -2.973127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272622 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -29731290.000000 Penalty: 6221.325195
	Iteration 89Q: 3 clusters Score -2.973129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272638 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -29731296.000000 Penalty: 6221.325195
	Iteration 90Q: 3 clusters Score -2.97313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272653 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -29731300.000000 Penalty: 6221.325195
	Iteration 91Q: 3 clusters Score -2.97313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272675 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 92Q: 3 clusters Score -2.973126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272693 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 93Q: 3 clusters Score -2.973126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272707 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -29731272.000000 Penalty: 6221.325195
	Iteration 94Q: 3 clusters Score -2.973127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272718 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -29731244.000000 Penalty: 6221.325195
	Iteration 95Q: 3 clusters Score -2.973124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272725 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -29731254.000000 Penalty: 6221.325195
	Iteration 96Q: 3 clusters Score -2.973125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272731 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -29731278.000000 Penalty: 6221.325195
	Iteration 97Q: 3 clusters Score -2.973128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272740 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -29731274.000000 Penalty: 6221.325195
	Iteration 98Q: 3 clusters Score -2.973127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272747 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -29731282.000000 Penalty: 6221.325195
	Iteration 99Q: 3 clusters Score -2.973128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272758 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -29731262.000000 Penalty: 6221.325195
	Iteration 100F: 3 clusters Score -2.973126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272773 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -29731272.000000 Penalty: 6221.325195
	Iteration 101Q: 3 clusters Score -2.973127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272792 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -29731274.000000 Penalty: 6221.325195
	Iteration 102Q: 3 clusters Score -2.973127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272808 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -29731276.000000 Penalty: 6221.325195
	Iteration 103Q: 3 clusters Score -2.973128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272819 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -29731278.000000 Penalty: 6221.325195
	Iteration 104Q: 3 clusters Score -2.973128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272831 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -29731262.000000 Penalty: 6221.325195
	Iteration 105Q: 3 clusters Score -2.973126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272840 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -29731270.000000 Penalty: 6221.325195
	Iteration 106Q: 3 clusters Score -2.973127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272846 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -29731256.000000 Penalty: 6221.325195
	Iteration 107Q: 3 clusters Score -2.973126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272854 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -29731264.000000 Penalty: 6221.325195
	Iteration 108Q: 3 clusters Score -2.973126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272865 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -29731298.000000 Penalty: 6221.325195
	Iteration 109Q: 3 clusters Score -2.97313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272874 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -29731278.000000 Penalty: 6221.325195
	Iteration 110Q: 3 clusters Score -2.973128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272885 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -29731282.000000 Penalty: 6221.325195
	Iteration 111Q: 3 clusters Score -2.973128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272896 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -29731272.000000 Penalty: 6221.325195
	Iteration 112Q: 3 clusters Score -2.973127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272910 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -29731294.000000 Penalty: 6221.325195
	Iteration 113Q: 3 clusters Score -2.973129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272927 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -29731286.000000 Penalty: 6221.325195
	Iteration 114Q: 3 clusters Score -2.973129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272942 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -29731272.000000 Penalty: 6221.325195
	Iteration 115Q: 3 clusters Score -2.973127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272956 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -29731272.000000 Penalty: 6221.325195
	Iteration 116Q: 3 clusters Score -2.973127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272969 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -29731240.000000 Penalty: 6221.325195
	Iteration 117Q: 3 clusters Score -2.973124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272983 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 118Q: 3 clusters Score -2.973126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272990 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -29731256.000000 Penalty: 6221.325195
	Iteration 119Q: 3 clusters Score -2.973126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272997 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -29731266.000000 Penalty: 6221.325195
	Iteration 120F: 3 clusters Score -2.973127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273004 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -29731246.000000 Penalty: 6221.325195
	Iteration 121Q: 3 clusters Score -2.973125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273011 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -29731266.000000 Penalty: 6221.325195
	Iteration 122Q: 3 clusters Score -2.973127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273017 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 123Q: 3 clusters Score -2.973126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273022 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -29731244.000000 Penalty: 6221.325195
	Iteration 124Q: 3 clusters Score -2.973124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273034 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -29731248.000000 Penalty: 6221.325195
	Iteration 125Q: 3 clusters Score -2.973125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273038 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -29731228.000000 Penalty: 6221.325195
	Iteration 126Q: 3 clusters Score -2.973123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273041 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -29731232.000000 Penalty: 6221.325195
	Iteration 127Q: 3 clusters Score -2.973123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273048 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -29731248.000000 Penalty: 6221.325195
	Iteration 128Q: 3 clusters Score -2.973125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273057 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -29731260.000000 Penalty: 6221.325195
	Iteration 129Q: 3 clusters Score -2.973126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273066 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -29731264.000000 Penalty: 6221.325195
	Iteration 130Q: 3 clusters Score -2.973126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273071 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -29731260.000000 Penalty: 6221.325195
	Iteration 131Q: 3 clusters Score -2.973126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273076 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -29731260.000000 Penalty: 6221.325195
	Iteration 132Q: 3 clusters Score -2.973126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273082 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -29731242.000000 Penalty: 6221.325195
	Iteration 133Q: 3 clusters Score -2.973124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273088 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -29731248.000000 Penalty: 6221.325195
	Iteration 134Q: 3 clusters Score -2.973125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273089 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 135Q: 3 clusters Score -2.973126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273093 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -29731238.000000 Penalty: 6221.325195
	Iteration 136Q: 3 clusters Score -2.973124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273097 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -29731250.000000 Penalty: 6221.325195
	Iteration 137Q: 3 clusters Score -2.973125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273102 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -29731252.000000 Penalty: 6221.325195
	Iteration 138Q: 3 clusters Score -2.973125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273104 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -29731250.000000 Penalty: 6221.325195
	Iteration 139Q: 3 clusters Score -2.973125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273106 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 140F: 3 clusters Score -2.973126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273107 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -29731254.000000 Penalty: 6221.325195
	Iteration 141Q: 3 clusters Score -2.973125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273108 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -29731254.000000 Penalty: 6221.325195
	Iteration 142Q: 3 clusters Score -2.973125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273109 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 143Q: 3 clusters Score -2.973126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273113 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -29731264.000000 Penalty: 6221.325195
	Iteration 144Q: 3 clusters Score -2.973126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273117 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -29731266.000000 Penalty: 6221.325195
	Iteration 145Q: 3 clusters Score -2.973127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273119 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -29731280.000000 Penalty: 6221.325195
	Iteration 146Q: 3 clusters Score -2.973128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273122 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -29731268.000000 Penalty: 6221.325195
	Iteration 147Q: 3 clusters Score -2.973127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273124 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -29731266.000000 Penalty: 6221.325195
	Iteration 148Q: 3 clusters Score -2.973127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273127 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -29731264.000000 Penalty: 6221.325195
	Iteration 149Q: 3 clusters Score -2.973126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273129 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -29731256.000000 Penalty: 6221.325195
	Iteration 150Q: 3 clusters Score -2.973126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273131 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -29731250.000000 Penalty: 6221.325195
	Iteration 151Q: 3 clusters Score -2.973125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273135 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -29731254.000000 Penalty: 6221.325195
	Iteration 152Q: 3 clusters Score -2.973125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273137 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -29731258.000000 Penalty: 6221.325195
	Iteration 153Q: 3 clusters Score -2.973126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273143 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -29731286.000000 Penalty: 6221.325195
	Iteration 154Q: 3 clusters Score -2.973129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273150 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -29731274.000000 Penalty: 6221.325195
	Iteration 155Q: 3 clusters Score -2.973127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273164 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -29731250.000000 Penalty: 6221.325195
	Iteration 156Q: 3 clusters Score -2.973125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273177 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -29731268.000000 Penalty: 6221.325195
	Iteration 157Q: 3 clusters Score -2.973127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273190 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -29731288.000000 Penalty: 6221.325195
	Iteration 158Q: 3 clusters Score -2.973129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273196 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -29731284.000000 Penalty: 6221.325195
	Iteration 159Q: 3 clusters Score -2.973128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273203 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -29731274.000000 Penalty: 6221.325195
	Iteration 160F: 3 clusters Score -2.973127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273215 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -29731288.000000 Penalty: 6221.325195
	Iteration 161Q: 3 clusters Score -2.973129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273226 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -29731296.000000 Penalty: 6221.325195
	Iteration 162Q: 3 clusters Score -2.97313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273233 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -29731290.000000 Penalty: 6221.325195
	Iteration 163Q: 3 clusters Score -2.973129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273237 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -29731304.000000 Penalty: 6221.325195
	Iteration 164Q: 3 clusters Score -2.97313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273244 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -29731322.000000 Penalty: 6221.325195
	Iteration 165Q: 3 clusters Score -2.973132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273254 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -29731308.000000 Penalty: 6221.325195
	Iteration 166Q: 3 clusters Score -2.973131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273267 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -29731308.000000 Penalty: 6221.325195
	Iteration 167Q: 3 clusters Score -2.973131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273275 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -29731334.000000 Penalty: 6221.325195
	Iteration 168Q: 3 clusters Score -2.973133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273279 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -29731320.000000 Penalty: 6221.325195
	Iteration 169Q: 3 clusters Score -2.973132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273281 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -29731302.000000 Penalty: 6221.325195
	Iteration 170Q: 3 clusters Score -2.97313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273281 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -29731306.000000 Penalty: 6221.325195
	Iteration 171Q: 3 clusters Score -2.973131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273280 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -29731308.000000 Penalty: 6221.325195
	Iteration 172Q: 3 clusters Score -2.973131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273280 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -29731308.000000 Penalty: 6221.325195
	Iteration 173F: 3 clusters Score -2.973131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -708928.625000 Penalty: 2198.982178
	Iteration 0F: 2 clusters Score -708928.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -703063.500000 Penalty: 4397.964355
	Iteration 0F: 3 clusters Score -703063.5 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -704666.062500 Penalty: 4397.964355
	Iteration 1F: 3 clusters Score -704666.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -704997.125000 Penalty: 4397.964355
	Iteration 2F: 3 clusters Score -704997.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -705312.250000 Penalty: 4397.964355
	Iteration 3F: 3 clusters Score -705312.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -705621.625000 Penalty: 4397.964355
	Iteration 4F: 3 clusters Score -705621.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -705951.750000 Penalty: 4397.964355
	Iteration 5F: 3 clusters Score -705951.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -706260.625000 Penalty: 4397.964355
	Iteration 6F: 3 clusters Score -706260.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -706587.250000 Penalty: 4397.964355
	Iteration 7F: 3 clusters Score -706587.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -706868.875000 Penalty: 4397.964355
	Iteration 8F: 3 clusters Score -706868.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -707066.812500 Penalty: 4397.964355
	Iteration 9Q: 3 clusters Score -707066.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -707193.062500 Penalty: 4397.964355
	Iteration 10Q: 3 clusters Score -707193.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -707295.250000 Penalty: 4397.964355
	Iteration 11Q: 3 clusters Score -707295.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -707369.250000 Penalty: 4397.964355
	Iteration 12Q: 3 clusters Score -707369.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -707430.500000 Penalty: 4397.964355
	Iteration 13Q: 3 clusters Score -707430.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -707472.125000 Penalty: 4397.964355
	Iteration 14Q: 3 clusters Score -707472.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -707507.000000 Penalty: 4397.964355
	Iteration 15Q: 3 clusters Score -707507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -707532.312500 Penalty: 4397.964355
	Iteration 16Q: 3 clusters Score -707532.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -707555.062500 Penalty: 4397.964355
	Iteration 17Q: 3 clusters Score -707555.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -707568.687500 Penalty: 4397.964355
	Iteration 18Q: 3 clusters Score -707568.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -707582.000000 Penalty: 4397.964355
	Iteration 19Q: 3 clusters Score -707582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -707591.937500 Penalty: 4397.964355
	Iteration 20F: 3 clusters Score -707591.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -707602.562500 Penalty: 4397.964355
	Iteration 21Q: 3 clusters Score -707602.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -707614.062500 Penalty: 4397.964355
	Iteration 22Q: 3 clusters Score -707614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -707618.312500 Penalty: 4397.964355
	Iteration 23Q: 3 clusters Score -707618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -707629.312500 Penalty: 4397.964355
	Iteration 24Q: 3 clusters Score -707629.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -707639.125000 Penalty: 4397.964355
	Iteration 25Q: 3 clusters Score -707639.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -707646.375000 Penalty: 4397.964355
	Iteration 26Q: 3 clusters Score -707646.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -707663.625000 Penalty: 4397.964355
	Iteration 27Q: 3 clusters Score -707663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -707676.250000 Penalty: 4397.964355
	Iteration 28Q: 3 clusters Score -707676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -707686.937500 Penalty: 4397.964355
	Iteration 29Q: 3 clusters Score -707686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -707702.875000 Penalty: 4397.964355
	Iteration 30Q: 3 clusters Score -707702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -707715.500000 Penalty: 4397.964355
	Iteration 31Q: 3 clusters Score -707715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -707721.687500 Penalty: 4397.964355
	Iteration 32Q: 3 clusters Score -707721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -707727.937500 Penalty: 4397.964355
	Iteration 33Q: 3 clusters Score -707727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -707731.312500 Penalty: 4397.964355
	Iteration 34Q: 3 clusters Score -707731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -707734.687500 Penalty: 4397.964355
	Iteration 35Q: 3 clusters Score -707734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -707736.250000 Penalty: 4397.964355
	Iteration 36Q: 3 clusters Score -707736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -707736.250000 Penalty: 4397.964355
	Iteration 37F: 3 clusters Score -707736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Entering Unmasked Estep 
Score: -3217331.250000 Penalty: 2554.944824
	Iteration 0F: 2 clusters Score -3217331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3196869.500000 Penalty: 5109.889648
	Iteration 0F: 3 clusters Score -3196870 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3204066.250000 Penalty: 5109.889648
	Iteration 1F: 3 clusters Score -3204066 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3204433.000000 Penalty: 5109.889648
	Iteration 2Q: 3 clusters Score -3204433 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3204714.000000 Penalty: 5109.889648
	Iteration 3Q: 3 clusters Score -3204714 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3205000.750000 Penalty: 5109.889648
	Iteration 4Q: 3 clusters Score -3205001 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3205240.250000 Penalty: 5109.889648
	Iteration 5Q: 3 clusters Score -3205240 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3205455.500000 Penalty: 5109.889648
	Iteration 6Q: 3 clusters Score -3205456 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3205698.500000 Penalty: 5109.889648
	Iteration 7Q: 3 clusters Score -3205698 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3205954.000000 Penalty: 5109.889648
	Iteration 8Q: 3 clusters Score -3205954 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3206236.000000 Penalty: 5109.889648
	Iteration 9Q: 3 clusters Score -3206236 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3206605.000000 Penalty: 5109.889648
	Iteration 10Q: 3 clusters Score -3206605 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3207061.000000 Penalty: 5109.889648
	Iteration 11Q: 3 clusters Score -3207061 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3207591.750000 Penalty: 5109.889648
	Iteration 12Q: 3 clusters Score -3207592 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3208247.750000 Penalty: 5109.889648
	Iteration 13Q: 3 clusters Score -3208248 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3209187.750000 Penalty: 5109.889648
	Iteration 14Q: 3 clusters Score -3209188 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3210212.750000 Penalty: 5109.889648
	Iteration 15F: 3 clusters Score -3210213 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3211033.500000 Penalty: 5109.889648
	Iteration 16Q: 3 clusters Score -3211034 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3211525.750000 Penalty: 5109.889648
	Iteration 17Q: 3 clusters Score -3211526 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3211785.750000 Penalty: 5109.889648
	Iteration 18Q: 3 clusters Score -3211786 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3211933.000000 Penalty: 5109.889648
	Iteration 19Q: 3 clusters Score -3211933 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3212073.500000 Penalty: 5109.889648
	Iteration 20F: 3 clusters Score -3212074 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3212206.500000 Penalty: 5109.889648
	Iteration 21Q: 3 clusters Score -3212206 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3212302.250000 Penalty: 5109.889648
	Iteration 22Q: 3 clusters Score -3212302 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3212410.750000 Penalty: 5109.889648
	Iteration 23Q: 3 clusters Score -3212411 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3212504.750000 Penalty: 5109.889648
	Iteration 24Q: 3 clusters Score -3212505 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3212614.500000 Penalty: 5109.889648
	Iteration 25Q: 3 clusters Score -3212614 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3212717.000000 Penalty: 5109.889648
	Iteration 26Q: 3 clusters Score -3212717 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3212831.500000 Penalty: 5109.889648
	Iteration 27Q: 3 clusters Score -3212832 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3212909.500000 Penalty: 5109.889648
	Iteration 28Q: 3 clusters Score -3212910 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3212972.250000 Penalty: 5109.889648
	Iteration 29Q: 3 clusters Score -3212972 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3213033.500000 Penalty: 5109.889648
	Iteration 30Q: 3 clusters Score -3213034 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3213080.250000 Penalty: 5109.889648
	Iteration 31Q: 3 clusters Score -3213080 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3213133.000000 Penalty: 5109.889648
	Iteration 32Q: 3 clusters Score -3213133 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3213200.750000 Penalty: 5109.889648
	Iteration 33Q: 3 clusters Score -3213201 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3213233.500000 Penalty: 5109.889648
	Iteration 34Q: 3 clusters Score -3213234 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3213287.000000 Penalty: 5109.889648
	Iteration 35Q: 3 clusters Score -3213287 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3213355.250000 Penalty: 5109.889648
	Iteration 36Q: 3 clusters Score -3213355 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3213432.250000 Penalty: 5109.889648
	Iteration 37Q: 3 clusters Score -3213432 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3213480.250000 Penalty: 5109.889648
	Iteration 38Q: 3 clusters Score -3213480 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3213531.000000 Penalty: 5109.889648
	Iteration 39Q: 3 clusters Score -3213531 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3213585.000000 Penalty: 5109.889648
	Iteration 40F: 3 clusters Score -3213585 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3213651.750000 Penalty: 5109.889648
	Iteration 41Q: 3 clusters Score -3213652 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3213724.250000 Penalty: 5109.889648
	Iteration 42Q: 3 clusters Score -3213724 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3213803.250000 Penalty: 5109.889648
	Iteration 43Q: 3 clusters Score -3213803 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3213878.250000 Penalty: 5109.889648
	Iteration 44Q: 3 clusters Score -3213878 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3213941.500000 Penalty: 5109.889648
	Iteration 45Q: 3 clusters Score -3213942 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3214005.750000 Penalty: 5109.889648
	Iteration 46Q: 3 clusters Score -3214006 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3214070.250000 Penalty: 5109.889648
	Iteration 47Q: 3 clusters Score -3214070 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3214132.250000 Penalty: 5109.889648
	Iteration 48Q: 3 clusters Score -3214132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3214207.750000 Penalty: 5109.889648
	Iteration 49Q: 3 clusters Score -3214208 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3214287.500000 Penalty: 5109.889648
	Iteration 50Q: 3 clusters Score -3214288 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3214350.750000 Penalty: 5109.889648
	Iteration 51Q: 3 clusters Score -3214351 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3214403.250000 Penalty: 5109.889648
	Iteration 52Q: 3 clusters Score -3214403 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3214436.000000 Penalty: 5109.889648
	Iteration 53Q: 3 clusters Score -3214436 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3214480.750000 Penalty: 5109.889648
	Iteration 54Q: 3 clusters Score -3214481 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3214543.750000 Penalty: 5109.889648
	Iteration 55Q: 3 clusters Score -3214544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3214602.250000 Penalty: 5109.889648
	Iteration 56Q: 3 clusters Score -3214602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3214669.250000 Penalty: 5109.889648
	Iteration 57Q: 3 clusters Score -3214669 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3214713.750000 Penalty: 5109.889648
	Iteration 58Q: 3 clusters Score -3214714 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3214760.500000 Penalty: 5109.889648
	Iteration 59Q: 3 clusters Score -3214760 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3214781.750000 Penalty: 5109.889648
	Iteration 60F: 3 clusters Score -3214782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3214833.000000 Penalty: 5109.889648
	Iteration 61Q: 3 clusters Score -3214833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3214869.250000 Penalty: 5109.889648
	Iteration 62Q: 3 clusters Score -3214869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3214910.750000 Penalty: 5109.889648
	Iteration 63Q: 3 clusters Score -3214911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3214939.750000 Penalty: 5109.889648
	Iteration 64Q: 3 clusters Score -3214940 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3214964.750000 Penalty: 5109.889648
	Iteration 65Q: 3 clusters Score -3214965 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3214987.500000 Penalty: 5109.889648
	Iteration 66Q: 3 clusters Score -3214988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3215007.250000 Penalty: 5109.889648
	Iteration 67Q: 3 clusters Score -3215007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3215018.500000 Penalty: 5109.889648
	Iteration 68Q: 3 clusters Score -3215018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3215039.500000 Penalty: 5109.889648
	Iteration 69Q: 3 clusters Score -3215040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3215056.750000 Penalty: 5109.889648
	Iteration 70Q: 3 clusters Score -3215057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3215085.000000 Penalty: 5109.889648
	Iteration 71Q: 3 clusters Score -3215085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3215100.750000 Penalty: 5109.889648
	Iteration 72Q: 3 clusters Score -3215101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3215111.000000 Penalty: 5109.889648
	Iteration 73Q: 3 clusters Score -3215111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3215134.750000 Penalty: 5109.889648
	Iteration 74Q: 3 clusters Score -3215135 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3215158.750000 Penalty: 5109.889648
	Iteration 75Q: 3 clusters Score -3215159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3215176.500000 Penalty: 5109.889648
	Iteration 76Q: 3 clusters Score -3215176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3215196.500000 Penalty: 5109.889648
	Iteration 77Q: 3 clusters Score -3215196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3215232.250000 Penalty: 5109.889648
	Iteration 78Q: 3 clusters Score -3215232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3215260.750000 Penalty: 5109.889648
	Iteration 79Q: 3 clusters Score -3215261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3215269.000000 Penalty: 5109.889648
	Iteration 80F: 3 clusters Score -3215269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3215287.500000 Penalty: 5109.889648
	Iteration 81Q: 3 clusters Score -3215288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3215299.250000 Penalty: 5109.889648
	Iteration 82Q: 3 clusters Score -3215299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3215304.750000 Penalty: 5109.889648
	Iteration 83Q: 3 clusters Score -3215305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3215308.000000 Penalty: 5109.889648
	Iteration 84Q: 3 clusters Score -3215308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3215314.750000 Penalty: 5109.889648
	Iteration 85Q: 3 clusters Score -3215315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3215320.500000 Penalty: 5109.889648
	Iteration 86Q: 3 clusters Score -3215320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3215330.750000 Penalty: 5109.889648
	Iteration 87Q: 3 clusters Score -3215331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3215337.000000 Penalty: 5109.889648
	Iteration 88Q: 3 clusters Score -3215337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3215355.000000 Penalty: 5109.889648
	Iteration 89Q: 3 clusters Score -3215355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3215361.750000 Penalty: 5109.889648
	Iteration 90Q: 3 clusters Score -3215362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3215373.250000 Penalty: 5109.889648
	Iteration 91Q: 3 clusters Score -3215373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3215376.500000 Penalty: 5109.889648
	Iteration 92Q: 3 clusters Score -3215376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3215384.750000 Penalty: 5109.889648
	Iteration 93Q: 3 clusters Score -3215385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3215416.250000 Penalty: 5109.889648
	Iteration 94Q: 3 clusters Score -3215416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3215415.750000 Penalty: 5109.889648
	Iteration 95Q: 3 clusters Score -3215416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3215422.250000 Penalty: 5109.889648
	Iteration 96Q: 3 clusters Score -3215422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3215435.250000 Penalty: 5109.889648
	Iteration 97Q: 3 clusters Score -3215435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3215439.250000 Penalty: 5109.889648
	Iteration 98Q: 3 clusters Score -3215439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3215449.000000 Penalty: 5109.889648
	Iteration 99Q: 3 clusters Score -3215449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3215461.500000 Penalty: 5109.889648
	Iteration 100F: 3 clusters Score -3215462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3215467.500000 Penalty: 5109.889648
	Iteration 101Q: 3 clusters Score -3215468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3215475.250000 Penalty: 5109.889648
	Iteration 102Q: 3 clusters Score -3215475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3215482.250000 Penalty: 5109.889648
	Iteration 103Q: 3 clusters Score -3215482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3215480.500000 Penalty: 5109.889648
	Iteration 104Q: 3 clusters Score -3215480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3215485.000000 Penalty: 5109.889648
	Iteration 105Q: 3 clusters Score -3215485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3215485.250000 Penalty: 5109.889648
	Iteration 106Q: 3 clusters Score -3215485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3215492.250000 Penalty: 5109.889648
	Iteration 107Q: 3 clusters Score -3215492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3215494.000000 Penalty: 5109.889648
	Iteration 108Q: 3 clusters Score -3215494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3215502.500000 Penalty: 5109.889648
	Iteration 109Q: 3 clusters Score -3215502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3215505.750000 Penalty: 5109.889648
	Iteration 110Q: 3 clusters Score -3215506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3215503.500000 Penalty: 5109.889648
	Iteration 111Q: 3 clusters Score -3215504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3215517.000000 Penalty: 5109.889648
	Iteration 112Q: 3 clusters Score -3215517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3215518.250000 Penalty: 5109.889648
	Iteration 113Q: 3 clusters Score -3215518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3215522.000000 Penalty: 5109.889648
	Iteration 114Q: 3 clusters Score -3215522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3215525.000000 Penalty: 5109.889648
	Iteration 115Q: 3 clusters Score -3215525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3215523.250000 Penalty: 5109.889648
	Iteration 116Q: 3 clusters Score -3215523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3215524.250000 Penalty: 5109.889648
	Iteration 117Q: 3 clusters Score -3215524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3215524.500000 Penalty: 5109.889648
	Iteration 118Q: 3 clusters Score -3215524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3215530.250000 Penalty: 5109.889648
	Iteration 119Q: 3 clusters Score -3215530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3215533.250000 Penalty: 5109.889648
	Iteration 120F: 3 clusters Score -3215533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3215533.250000 Penalty: 5109.889648
	Iteration 121Q: 3 clusters Score -3215533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3215535.500000 Penalty: 5109.889648
	Iteration 122Q: 3 clusters Score -3215536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3215542.000000 Penalty: 5109.889648
	Iteration 123Q: 3 clusters Score -3215542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3215538.750000 Penalty: 5109.889648
	Iteration 124Q: 3 clusters Score -3215539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3215544.500000 Penalty: 5109.889648
	Iteration 125Q: 3 clusters Score -3215544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3215546.500000 Penalty: 5109.889648
	Iteration 126Q: 3 clusters Score -3215546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3215544.750000 Penalty: 5109.889648
	Iteration 127Q: 3 clusters Score -3215545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3215546.500000 Penalty: 5109.889648
	Iteration 128Q: 3 clusters Score -3215546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3215549.000000 Penalty: 5109.889648
	Iteration 129Q: 3 clusters Score -3215549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3215548.250000 Penalty: 5109.889648
	Iteration 130Q: 3 clusters Score -3215548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3215544.750000 Penalty: 5109.889648
	Iteration 131Q: 3 clusters Score -3215545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3215547.250000 Penalty: 5109.889648
	Iteration 132Q: 3 clusters Score -3215547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3215544.500000 Penalty: 5109.889648
	Iteration 133Q: 3 clusters Score -3215544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3215548.500000 Penalty: 5109.889648
	Iteration 134Q: 3 clusters Score -3215548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3215550.250000 Penalty: 5109.889648
	Iteration 135Q: 3 clusters Score -3215550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3215550.250000 Penalty: 5109.889648
	Iteration 136F: 3 clusters Score -3215550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -222081.250000 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -222081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219407.171875 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -219407.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219919.328125 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -219919.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -220085.625000 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -220085.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -220228.687500 Penalty: 3807.070801
	Iteration 3F: 3 clusters Score -220228.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -220324.062500 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -220324.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220415.062500 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -220415.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220475.500000 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -220475.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -220532.375000 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -220532.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220591.812500 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -220591.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220650.625000 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -220650.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220701.000000 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -220701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -220757.531250 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -220757.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220813.562500 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -220813.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -220861.421875 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -220861.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -220896.406250 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -220896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220914.843750 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -220914.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -220939.078125 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -220939.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -220961.328125 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -220961.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220974.625000 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -220974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220988.609375 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -220988.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221011.812500 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -221011.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221035.421875 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -221035.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221047.671875 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -221047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221055.328125 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -221055.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221064.328125 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -221064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221069.781250 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -221069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221073.000000 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -221073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -221078.609375 Penalty: 3807.070801
	Iteration 27Q: 3 clusters Score -221078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221087.312500 Penalty: 3807.070801
	Iteration 28Q: 3 clusters Score -221087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221095.078125 Penalty: 3807.070801
	Iteration 29Q: 3 clusters Score -221095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -221111.562500 Penalty: 3807.070801
	Iteration 30Q: 3 clusters Score -221111.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221146.109375 Penalty: 3807.070801
	Iteration 31Q: 3 clusters Score -221146.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221200.828125 Penalty: 3807.070801
	Iteration 32Q: 3 clusters Score -221200.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221249.656250 Penalty: 3807.070801
	Iteration 33Q: 3 clusters Score -221249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221271.515625 Penalty: 3807.070801
	Iteration 34Q: 3 clusters Score -221271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221278.296875 Penalty: 3807.070801
	Iteration 35Q: 3 clusters Score -221278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221281.953125 Penalty: 3807.070801
	Iteration 36Q: 3 clusters Score -221282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221287.609375 Penalty: 3807.070801
	Iteration 37Q: 3 clusters Score -221287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221292.484375 Penalty: 3807.070801
	Iteration 38Q: 3 clusters Score -221292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221298.171875 Penalty: 3807.070801
	Iteration 39Q: 3 clusters Score -221298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -221304.187500 Penalty: 3807.070801
	Iteration 40F: 3 clusters Score -221304.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -221316.265625 Penalty: 3807.070801
	Iteration 41Q: 3 clusters Score -221316.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -221325.453125 Penalty: 3807.070801
	Iteration 42Q: 3 clusters Score -221325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221337.437500 Penalty: 3807.070801
	Iteration 43Q: 3 clusters Score -221337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -221356.281250 Penalty: 3807.070801
	Iteration 44Q: 3 clusters Score -221356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221366.718750 Penalty: 3807.070801
	Iteration 45Q: 3 clusters Score -221366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221372.484375 Penalty: 3807.070801
	Iteration 46Q: 3 clusters Score -221372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -221376.656250 Penalty: 3807.070801
	Iteration 47Q: 3 clusters Score -221376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -221378.515625 Penalty: 3807.070801
	Iteration 48Q: 3 clusters Score -221378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -221379.703125 Penalty: 3807.070801
	Iteration 49Q: 3 clusters Score -221379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -221379.953125 Penalty: 3807.070801
	Iteration 50Q: 3 clusters Score -221380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221381.281250 Penalty: 3807.070801
	Iteration 51Q: 3 clusters Score -221381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -221382.250000 Penalty: 3807.070801
	Iteration 52Q: 3 clusters Score -221382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -221382.859375 Penalty: 3807.070801
	Iteration 53Q: 3 clusters Score -221382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -221382.859375 Penalty: 3807.070801
	Iteration 54F: 3 clusters Score -221382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (387154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387154 members 
Entering Unmasked Estep 
Score: -40932020.000000 Penalty: 3190.911377
	Iteration 0F: 2 clusters Score -4.093202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194076 members 
Mstep: Class 2 contains 193078 members 
Entering Unmasked Estep 
Score: -40692504.000000 Penalty: 6381.822754
	Iteration 0F: 3 clusters Score -4.06925e+07 nChanged 188051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206789 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -40805476.000000 Penalty: 6381.822754
	Iteration 1F: 3 clusters Score -4.080548e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214413 members 
Mstep: Class 2 contains 172741 members 
Entering Unmasked Estep 
Score: -40809244.000000 Penalty: 6381.822754
	Iteration 2Q: 3 clusters Score -4.080924e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225646 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -40816236.000000 Penalty: 6381.822754
	Iteration 3Q: 3 clusters Score -4.081624e+07 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241175 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -40827644.000000 Penalty: 6381.822754
	Iteration 4F: 3 clusters Score -4.082764e+07 nChanged 23752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260271 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -40844624.000000 Penalty: 6381.822754
	Iteration 5F: 3 clusters Score -4.084462e+07 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280503 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -40866752.000000 Penalty: 6381.822754
	Iteration 6F: 3 clusters Score -4.086675e+07 nChanged 24366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297099 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -40887216.000000 Penalty: 6381.822754
	Iteration 7F: 3 clusters Score -4.088722e+07 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308078 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -40901180.000000 Penalty: 6381.822754
	Iteration 8F: 3 clusters Score -4.090118e+07 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315535 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -40907984.000000 Penalty: 6381.822754
	Iteration 9Q: 3 clusters Score -4.090798e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322035 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -40911240.000000 Penalty: 6381.822754
	Iteration 10Q: 3 clusters Score -4.091124e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328120 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -40913152.000000 Penalty: 6381.822754
	Iteration 11Q: 3 clusters Score -4.091315e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333910 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -40914676.000000 Penalty: 6381.822754
	Iteration 12Q: 3 clusters Score -4.091468e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339329 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -40915988.000000 Penalty: 6381.822754
	Iteration 13Q: 3 clusters Score -4.091599e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344386 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -40917036.000000 Penalty: 6381.822754
	Iteration 14Q: 3 clusters Score -4.091704e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348967 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -40918424.000000 Penalty: 6381.822754
	Iteration 15Q: 3 clusters Score -4.091842e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353265 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -40919776.000000 Penalty: 6381.822754
	Iteration 16Q: 3 clusters Score -4.091978e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357182 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -40920744.000000 Penalty: 6381.822754
	Iteration 17Q: 3 clusters Score -4.092074e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360715 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -40921912.000000 Penalty: 6381.822754
	Iteration 18Q: 3 clusters Score -4.092191e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363852 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -40922748.000000 Penalty: 6381.822754
	Iteration 19Q: 3 clusters Score -4.092275e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366696 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -40923368.000000 Penalty: 6381.822754
	Iteration 20F: 3 clusters Score -4.092337e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369260 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -40924144.000000 Penalty: 6381.822754
	Iteration 21Q: 3 clusters Score -4.092414e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371478 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -40924972.000000 Penalty: 6381.822754
	Iteration 22Q: 3 clusters Score -4.092497e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373379 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -40925580.000000 Penalty: 6381.822754
	Iteration 23Q: 3 clusters Score -4.092558e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375049 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -40926204.000000 Penalty: 6381.822754
	Iteration 24Q: 3 clusters Score -4.09262e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376453 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -40926688.000000 Penalty: 6381.822754
	Iteration 25Q: 3 clusters Score -4.092669e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377719 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -40927204.000000 Penalty: 6381.822754
	Iteration 26Q: 3 clusters Score -4.09272e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378776 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -40927520.000000 Penalty: 6381.822754
	Iteration 27Q: 3 clusters Score -4.092752e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379616 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -40927732.000000 Penalty: 6381.822754
	Iteration 28Q: 3 clusters Score -4.092773e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380317 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -40928012.000000 Penalty: 6381.822754
	Iteration 29Q: 3 clusters Score -4.092801e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380934 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -40928256.000000 Penalty: 6381.822754
	Iteration 30Q: 3 clusters Score -4.092826e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381470 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -40928352.000000 Penalty: 6381.822754
	Iteration 31Q: 3 clusters Score -4.092835e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381934 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -40928528.000000 Penalty: 6381.822754
	Iteration 32Q: 3 clusters Score -4.092853e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382346 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -40928676.000000 Penalty: 6381.822754
	Iteration 33Q: 3 clusters Score -4.092868e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382686 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -40928808.000000 Penalty: 6381.822754
	Iteration 34Q: 3 clusters Score -4.092881e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382952 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -40928892.000000 Penalty: 6381.822754
	Iteration 35Q: 3 clusters Score -4.092889e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383164 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -40929008.000000 Penalty: 6381.822754
	Iteration 36Q: 3 clusters Score -4.092901e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383349 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -40929068.000000 Penalty: 6381.822754
	Iteration 37Q: 3 clusters Score -4.092907e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383508 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -40929072.000000 Penalty: 6381.822754
	Iteration 38Q: 3 clusters Score -4.092907e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383651 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -40929176.000000 Penalty: 6381.822754
	Iteration 39Q: 3 clusters Score -4.092918e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383776 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -40929312.000000 Penalty: 6381.822754
	Iteration 40F: 3 clusters Score -4.092931e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383892 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -40929340.000000 Penalty: 6381.822754
	Iteration 41Q: 3 clusters Score -4.092934e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383973 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -40929380.000000 Penalty: 6381.822754
	Iteration 42Q: 3 clusters Score -4.092938e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384050 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -40929416.000000 Penalty: 6381.822754
	Iteration 43Q: 3 clusters Score -4.092942e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384119 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -40929492.000000 Penalty: 6381.822754
	Iteration 44Q: 3 clusters Score -4.092949e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384185 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -40929468.000000 Penalty: 6381.822754
	Iteration 45Q: 3 clusters Score -4.092947e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384239 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -40929464.000000 Penalty: 6381.822754
	Iteration 46Q: 3 clusters Score -4.092946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384288 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -40929488.000000 Penalty: 6381.822754
	Iteration 47Q: 3 clusters Score -4.092949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384323 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -40929528.000000 Penalty: 6381.822754
	Iteration 48Q: 3 clusters Score -4.092953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384348 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -40929524.000000 Penalty: 6381.822754
	Iteration 49Q: 3 clusters Score -4.092952e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384388 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -40929572.000000 Penalty: 6381.822754
	Iteration 50Q: 3 clusters Score -4.092957e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384433 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -40929560.000000 Penalty: 6381.822754
	Iteration 51Q: 3 clusters Score -4.092956e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384470 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -40929604.000000 Penalty: 6381.822754
	Iteration 52Q: 3 clusters Score -4.09296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384492 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -40929612.000000 Penalty: 6381.822754
	Iteration 53Q: 3 clusters Score -4.092961e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384523 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -40929624.000000 Penalty: 6381.822754
	Iteration 54Q: 3 clusters Score -4.092962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384557 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -40929608.000000 Penalty: 6381.822754
	Iteration 55Q: 3 clusters Score -4.092961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384592 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -40929596.000000 Penalty: 6381.822754
	Iteration 56Q: 3 clusters Score -4.09296e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384626 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -40929604.000000 Penalty: 6381.822754
	Iteration 57Q: 3 clusters Score -4.09296e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384650 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -40929608.000000 Penalty: 6381.822754
	Iteration 58Q: 3 clusters Score -4.092961e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384672 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -40929576.000000 Penalty: 6381.822754
	Iteration 59Q: 3 clusters Score -4.092958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384688 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -40929584.000000 Penalty: 6381.822754
	Iteration 60F: 3 clusters Score -4.092958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384708 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -40929576.000000 Penalty: 6381.822754
	Iteration 61Q: 3 clusters Score -4.092958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384738 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -40929564.000000 Penalty: 6381.822754
	Iteration 62Q: 3 clusters Score -4.092956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384754 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -40929608.000000 Penalty: 6381.822754
	Iteration 63Q: 3 clusters Score -4.092961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384765 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -40929592.000000 Penalty: 6381.822754
	Iteration 64Q: 3 clusters Score -4.092959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384784 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -40929636.000000 Penalty: 6381.822754
	Iteration 65Q: 3 clusters Score -4.092964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384802 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -40929636.000000 Penalty: 6381.822754
	Iteration 66Q: 3 clusters Score -4.092964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384812 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -40929632.000000 Penalty: 6381.822754
	Iteration 67Q: 3 clusters Score -4.092963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384827 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -40929592.000000 Penalty: 6381.822754
	Iteration 68Q: 3 clusters Score -4.092959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384837 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -40929564.000000 Penalty: 6381.822754
	Iteration 69Q: 3 clusters Score -4.092956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384846 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -40929580.000000 Penalty: 6381.822754
	Iteration 70Q: 3 clusters Score -4.092958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384857 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -40929616.000000 Penalty: 6381.822754
	Iteration 71Q: 3 clusters Score -4.092962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384867 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -40929636.000000 Penalty: 6381.822754
	Iteration 72Q: 3 clusters Score -4.092964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384886 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -40929600.000000 Penalty: 6381.822754
	Iteration 73Q: 3 clusters Score -4.09296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384900 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -40929568.000000 Penalty: 6381.822754
	Iteration 74Q: 3 clusters Score -4.092957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384908 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -40929608.000000 Penalty: 6381.822754
	Iteration 75Q: 3 clusters Score -4.092961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384918 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -40929608.000000 Penalty: 6381.822754
	Iteration 76Q: 3 clusters Score -4.092961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384920 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -40929616.000000 Penalty: 6381.822754
	Iteration 77Q: 3 clusters Score -4.092962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384925 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -40929616.000000 Penalty: 6381.822754
	Iteration 78Q: 3 clusters Score -4.092962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384926 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -40929604.000000 Penalty: 6381.822754
	Iteration 79Q: 3 clusters Score -4.09296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384928 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -40929628.000000 Penalty: 6381.822754
	Iteration 80F: 3 clusters Score -4.092963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384930 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -40929620.000000 Penalty: 6381.822754
	Iteration 81Q: 3 clusters Score -4.092962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384931 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -40929636.000000 Penalty: 6381.822754
	Iteration 82Q: 3 clusters Score -4.092964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384931 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -40929636.000000 Penalty: 6381.822754
	Iteration 83F: 3 clusters Score -4.092964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (336869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336869 members 
Entering Unmasked Estep 
Score: -35761148.000000 Penalty: 3156.407471
	Iteration 0F: 2 clusters Score -3.576115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168482 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -35544412.000000 Penalty: 6312.814941
	Iteration 0F: 3 clusters Score -3.554441e+07 nChanged 163984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -35641784.000000 Penalty: 6312.814941
	Iteration 1F: 3 clusters Score -3.564178e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -35643324.000000 Penalty: 6312.814941
	Iteration 2Q: 3 clusters Score -3.564332e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -35645244.000000 Penalty: 6312.814941
	Iteration 3Q: 3 clusters Score -3.564524e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -35647704.000000 Penalty: 6312.814941
	Iteration 4Q: 3 clusters Score -3.56477e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -35650992.000000 Penalty: 6312.814941
	Iteration 5Q: 3 clusters Score -3.565099e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 173328 members 
Entering Unmasked Estep 
Score: -35655224.000000 Penalty: 6312.814941
	Iteration 6Q: 3 clusters Score -3.565522e+07 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160588 members 
Mstep: Class 2 contains 176281 members 
Entering Unmasked Estep 
Score: -35660392.000000 Penalty: 6312.814941
	Iteration 7Q: 3 clusters Score -3.566039e+07 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -35666620.000000 Penalty: 6312.814941
	Iteration 8Q: 3 clusters Score -3.566662e+07 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -35673340.000000 Penalty: 6312.814941
	Iteration 9Q: 3 clusters Score -3.567334e+07 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -35680144.000000 Penalty: 6312.814941
	Iteration 10Q: 3 clusters Score -3.568014e+07 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 191419 members 
Entering Unmasked Estep 
Score: -35687740.000000 Penalty: 6312.814941
	Iteration 11Q: 3 clusters Score -3.568774e+07 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142463 members 
Mstep: Class 2 contains 194406 members 
Entering Unmasked Estep 
Score: -35695728.000000 Penalty: 6312.814941
	Iteration 12Q: 3 clusters Score -3.569573e+07 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 196531 members 
Entering Unmasked Estep 
Score: -35704620.000000 Penalty: 6312.814941
	Iteration 13Q: 3 clusters Score -3.570462e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139039 members 
Mstep: Class 2 contains 197830 members 
Entering Unmasked Estep 
Score: -35712212.000000 Penalty: 6312.814941
	Iteration 14Q: 3 clusters Score -3.571221e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 198808 members 
Entering Unmasked Estep 
Score: -35716288.000000 Penalty: 6312.814941
	Iteration 15Q: 3 clusters Score -3.571629e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136850 members 
Mstep: Class 2 contains 200019 members 
Entering Unmasked Estep 
Score: -35718196.000000 Penalty: 6312.814941
	Iteration 16Q: 3 clusters Score -3.57182e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 201466 members 
Entering Unmasked Estep 
Score: -35718784.000000 Penalty: 6312.814941
	Iteration 17Q: 3 clusters Score -3.571878e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133853 members 
Mstep: Class 2 contains 203016 members 
Entering Unmasked Estep 
Score: -35719436.000000 Penalty: 6312.814941
	Iteration 18Q: 3 clusters Score -3.571944e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 204577 members 
Entering Unmasked Estep 
Score: -35720000.000000 Penalty: 6312.814941
	Iteration 19Q: 3 clusters Score -3.572e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130768 members 
Mstep: Class 2 contains 206101 members 
Entering Unmasked Estep 
Score: -35720540.000000 Penalty: 6312.814941
	Iteration 20F: 3 clusters Score -3.572054e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 207758 members 
Entering Unmasked Estep 
Score: -35721012.000000 Penalty: 6312.814941
	Iteration 21Q: 3 clusters Score -3.572101e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127399 members 
Mstep: Class 2 contains 209470 members 
Entering Unmasked Estep 
Score: -35721616.000000 Penalty: 6312.814941
	Iteration 22Q: 3 clusters Score -3.572162e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125750 members 
Mstep: Class 2 contains 211119 members 
Entering Unmasked Estep 
Score: -35722112.000000 Penalty: 6312.814941
	Iteration 23Q: 3 clusters Score -3.572211e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123922 members 
Mstep: Class 2 contains 212947 members 
Entering Unmasked Estep 
Score: -35722656.000000 Penalty: 6312.814941
	Iteration 24Q: 3 clusters Score -3.572266e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -35723100.000000 Penalty: 6312.814941
	Iteration 25Q: 3 clusters Score -3.57231e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 216910 members 
Entering Unmasked Estep 
Score: -35723916.000000 Penalty: 6312.814941
	Iteration 26Q: 3 clusters Score -3.572392e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 218914 members 
Entering Unmasked Estep 
Score: -35724680.000000 Penalty: 6312.814941
	Iteration 27Q: 3 clusters Score -3.572468e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 221059 members 
Entering Unmasked Estep 
Score: -35725524.000000 Penalty: 6312.814941
	Iteration 28Q: 3 clusters Score -3.572552e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 223299 members 
Entering Unmasked Estep 
Score: -35726300.000000 Penalty: 6312.814941
	Iteration 29Q: 3 clusters Score -3.57263e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 225479 members 
Entering Unmasked Estep 
Score: -35727376.000000 Penalty: 6312.814941
	Iteration 30Q: 3 clusters Score -3.572738e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 227773 members 
Entering Unmasked Estep 
Score: -35728456.000000 Penalty: 6312.814941
	Iteration 31Q: 3 clusters Score -3.572846e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 229994 members 
Entering Unmasked Estep 
Score: -35729524.000000 Penalty: 6312.814941
	Iteration 32Q: 3 clusters Score -3.572952e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 232247 members 
Entering Unmasked Estep 
Score: -35730744.000000 Penalty: 6312.814941
	Iteration 33Q: 3 clusters Score -3.573074e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 234495 members 
Entering Unmasked Estep 
Score: -35731500.000000 Penalty: 6312.814941
	Iteration 34Q: 3 clusters Score -3.57315e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 236764 members 
Entering Unmasked Estep 
Score: -35732240.000000 Penalty: 6312.814941
	Iteration 35Q: 3 clusters Score -3.573224e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 238951 members 
Entering Unmasked Estep 
Score: -35733164.000000 Penalty: 6312.814941
	Iteration 36Q: 3 clusters Score -3.573316e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 241112 members 
Entering Unmasked Estep 
Score: -35733852.000000 Penalty: 6312.814941
	Iteration 37Q: 3 clusters Score -3.573385e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 243212 members 
Entering Unmasked Estep 
Score: -35734580.000000 Penalty: 6312.814941
	Iteration 38Q: 3 clusters Score -3.573458e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 245267 members 
Entering Unmasked Estep 
Score: -35735304.000000 Penalty: 6312.814941
	Iteration 39Q: 3 clusters Score -3.57353e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 247285 members 
Entering Unmasked Estep 
Score: -35735768.000000 Penalty: 6312.814941
	Iteration 40F: 3 clusters Score -3.573577e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 249220 members 
Entering Unmasked Estep 
Score: -35736416.000000 Penalty: 6312.814941
	Iteration 41Q: 3 clusters Score -3.573642e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 251155 members 
Entering Unmasked Estep 
Score: -35737000.000000 Penalty: 6312.814941
	Iteration 42Q: 3 clusters Score -3.5737e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 253106 members 
Entering Unmasked Estep 
Score: -35737304.000000 Penalty: 6312.814941
	Iteration 43Q: 3 clusters Score -3.57373e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 255140 members 
Entering Unmasked Estep 
Score: -35738040.000000 Penalty: 6312.814941
	Iteration 44Q: 3 clusters Score -3.573804e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 257230 members 
Entering Unmasked Estep 
Score: -35738476.000000 Penalty: 6312.814941
	Iteration 45Q: 3 clusters Score -3.573848e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 259280 members 
Entering Unmasked Estep 
Score: -35738976.000000 Penalty: 6312.814941
	Iteration 46Q: 3 clusters Score -3.573898e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 261338 members 
Entering Unmasked Estep 
Score: -35739616.000000 Penalty: 6312.814941
	Iteration 47Q: 3 clusters Score -3.573962e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 263530 members 
Entering Unmasked Estep 
Score: -35740108.000000 Penalty: 6312.814941
	Iteration 48Q: 3 clusters Score -3.574011e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 265789 members 
Entering Unmasked Estep 
Score: -35740608.000000 Penalty: 6312.814941
	Iteration 49Q: 3 clusters Score -3.574061e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 268065 members 
Entering Unmasked Estep 
Score: -35741232.000000 Penalty: 6312.814941
	Iteration 50Q: 3 clusters Score -3.574123e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 270296 members 
Entering Unmasked Estep 
Score: -35741728.000000 Penalty: 6312.814941
	Iteration 51Q: 3 clusters Score -3.574173e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 272555 members 
Entering Unmasked Estep 
Score: -35742344.000000 Penalty: 6312.814941
	Iteration 52Q: 3 clusters Score -3.574234e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 274820 members 
Entering Unmasked Estep 
Score: -35742920.000000 Penalty: 6312.814941
	Iteration 53Q: 3 clusters Score -3.574292e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 277072 members 
Entering Unmasked Estep 
Score: -35743544.000000 Penalty: 6312.814941
	Iteration 54Q: 3 clusters Score -3.574354e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 279284 members 
Entering Unmasked Estep 
Score: -35744120.000000 Penalty: 6312.814941
	Iteration 55Q: 3 clusters Score -3.574412e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 281492 members 
Entering Unmasked Estep 
Score: -35744564.000000 Penalty: 6312.814941
	Iteration 56Q: 3 clusters Score -3.574456e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 283720 members 
Entering Unmasked Estep 
Score: -35745076.000000 Penalty: 6312.814941
	Iteration 57Q: 3 clusters Score -3.574508e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 285968 members 
Entering Unmasked Estep 
Score: -35745616.000000 Penalty: 6312.814941
	Iteration 58Q: 3 clusters Score -3.574562e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 288262 members 
Entering Unmasked Estep 
Score: -35746216.000000 Penalty: 6312.814941
	Iteration 59Q: 3 clusters Score -3.574622e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 290640 members 
Entering Unmasked Estep 
Score: -35746988.000000 Penalty: 6312.814941
	Iteration 60F: 3 clusters Score -3.574699e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 292978 members 
Entering Unmasked Estep 
Score: -35747756.000000 Penalty: 6312.814941
	Iteration 61Q: 3 clusters Score -3.574776e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 295334 members 
Entering Unmasked Estep 
Score: -35748560.000000 Penalty: 6312.814941
	Iteration 62Q: 3 clusters Score -3.574856e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 297649 members 
Entering Unmasked Estep 
Score: -35749364.000000 Penalty: 6312.814941
	Iteration 63Q: 3 clusters Score -3.574936e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 299956 members 
Entering Unmasked Estep 
Score: -35750188.000000 Penalty: 6312.814941
	Iteration 64Q: 3 clusters Score -3.575019e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 302260 members 
Entering Unmasked Estep 
Score: -35750988.000000 Penalty: 6312.814941
	Iteration 65Q: 3 clusters Score -3.575099e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 304528 members 
Entering Unmasked Estep 
Score: -35751688.000000 Penalty: 6312.814941
	Iteration 66Q: 3 clusters Score -3.575169e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 306722 members 
Entering Unmasked Estep 
Score: -35752404.000000 Penalty: 6312.814941
	Iteration 67Q: 3 clusters Score -3.57524e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 308828 members 
Entering Unmasked Estep 
Score: -35753100.000000 Penalty: 6312.814941
	Iteration 68Q: 3 clusters Score -3.57531e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 310845 members 
Entering Unmasked Estep 
Score: -35753728.000000 Penalty: 6312.814941
	Iteration 69Q: 3 clusters Score -3.575373e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 312799 members 
Entering Unmasked Estep 
Score: -35754396.000000 Penalty: 6312.814941
	Iteration 70Q: 3 clusters Score -3.57544e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 314608 members 
Entering Unmasked Estep 
Score: -35754988.000000 Penalty: 6312.814941
	Iteration 71Q: 3 clusters Score -3.575499e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 316314 members 
Entering Unmasked Estep 
Score: -35755812.000000 Penalty: 6312.814941
	Iteration 72Q: 3 clusters Score -3.575581e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 317991 members 
Entering Unmasked Estep 
Score: -35756500.000000 Penalty: 6312.814941
	Iteration 73Q: 3 clusters Score -3.57565e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 319588 members 
Entering Unmasked Estep 
Score: -35757200.000000 Penalty: 6312.814941
	Iteration 74Q: 3 clusters Score -3.57572e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 321108 members 
Entering Unmasked Estep 
Score: -35757872.000000 Penalty: 6312.814941
	Iteration 75Q: 3 clusters Score -3.575787e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 322577 members 
Entering Unmasked Estep 
Score: -35758104.000000 Penalty: 6312.814941
	Iteration 76Q: 3 clusters Score -3.57581e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 323998 members 
Entering Unmasked Estep 
Score: -35758292.000000 Penalty: 6312.814941
	Iteration 77Q: 3 clusters Score -3.575829e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 325327 members 
Entering Unmasked Estep 
Score: -35758580.000000 Penalty: 6312.814941
	Iteration 78Q: 3 clusters Score -3.575858e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 326551 members 
Entering Unmasked Estep 
Score: -35758868.000000 Penalty: 6312.814941
	Iteration 79Q: 3 clusters Score -3.575887e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 327648 members 
Entering Unmasked Estep 
Score: -35758920.000000 Penalty: 6312.814941
	Iteration 80F: 3 clusters Score -3.575892e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 328627 members 
Entering Unmasked Estep 
Score: -35759052.000000 Penalty: 6312.814941
	Iteration 81Q: 3 clusters Score -3.575905e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 329492 members 
Entering Unmasked Estep 
Score: -35759116.000000 Penalty: 6312.814941
	Iteration 82Q: 3 clusters Score -3.575912e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 330316 members 
Entering Unmasked Estep 
Score: -35759176.000000 Penalty: 6312.814941
	Iteration 83Q: 3 clusters Score -3.575918e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 331051 members 
Entering Unmasked Estep 
Score: -35759192.000000 Penalty: 6312.814941
	Iteration 84Q: 3 clusters Score -3.575919e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 331619 members 
Entering Unmasked Estep 
Score: -35759292.000000 Penalty: 6312.814941
	Iteration 85Q: 3 clusters Score -3.575929e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 332115 members 
Entering Unmasked Estep 
Score: -35759404.000000 Penalty: 6312.814941
	Iteration 86Q: 3 clusters Score -3.57594e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 332576 members 
Entering Unmasked Estep 
Score: -35759392.000000 Penalty: 6312.814941
	Iteration 87Q: 3 clusters Score -3.575939e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 332984 members 
Entering Unmasked Estep 
Score: -35759320.000000 Penalty: 6312.814941
	Iteration 88Q: 3 clusters Score -3.575932e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 333322 members 
Entering Unmasked Estep 
Score: -35759240.000000 Penalty: 6312.814941
	Iteration 89Q: 3 clusters Score -3.575924e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 333596 members 
Entering Unmasked Estep 
Score: -35759240.000000 Penalty: 6312.814941
	Iteration 90Q: 3 clusters Score -3.575924e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 333823 members 
Entering Unmasked Estep 
Score: -35759356.000000 Penalty: 6312.814941
	Iteration 91Q: 3 clusters Score -3.575936e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 334016 members 
Entering Unmasked Estep 
Score: -35759268.000000 Penalty: 6312.814941
	Iteration 92Q: 3 clusters Score -3.575927e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 334180 members 
Entering Unmasked Estep 
Score: -35759296.000000 Penalty: 6312.814941
	Iteration 93Q: 3 clusters Score -3.57593e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 334307 members 
Entering Unmasked Estep 
Score: -35759308.000000 Penalty: 6312.814941
	Iteration 94Q: 3 clusters Score -3.575931e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 334422 members 
Entering Unmasked Estep 
Score: -35759276.000000 Penalty: 6312.814941
	Iteration 95Q: 3 clusters Score -3.575928e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 334520 members 
Entering Unmasked Estep 
Score: -35759260.000000 Penalty: 6312.814941
	Iteration 96Q: 3 clusters Score -3.575926e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 334609 members 
Entering Unmasked Estep 
Score: -35759292.000000 Penalty: 6312.814941
	Iteration 97Q: 3 clusters Score -3.575929e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 334686 members 
Entering Unmasked Estep 
Score: -35759260.000000 Penalty: 6312.814941
	Iteration 98Q: 3 clusters Score -3.575926e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 334762 members 
Entering Unmasked Estep 
Score: -35759336.000000 Penalty: 6312.814941
	Iteration 99Q: 3 clusters Score -3.575934e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 334823 members 
Entering Unmasked Estep 
Score: -35759296.000000 Penalty: 6312.814941
	Iteration 100F: 3 clusters Score -3.57593e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 334878 members 
Entering Unmasked Estep 
Score: -35759288.000000 Penalty: 6312.814941
	Iteration 101Q: 3 clusters Score -3.575929e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 334926 members 
Entering Unmasked Estep 
Score: -35759304.000000 Penalty: 6312.814941
	Iteration 102Q: 3 clusters Score -3.57593e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 334970 members 
Entering Unmasked Estep 
Score: -35759264.000000 Penalty: 6312.814941
	Iteration 103Q: 3 clusters Score -3.575926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 334997 members 
Entering Unmasked Estep 
Score: -35759288.000000 Penalty: 6312.814941
	Iteration 104Q: 3 clusters Score -3.575929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 335029 members 
Entering Unmasked Estep 
Score: -35759276.000000 Penalty: 6312.814941
	Iteration 105Q: 3 clusters Score -3.575928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 335067 members 
Entering Unmasked Estep 
Score: -35759268.000000 Penalty: 6312.814941
	Iteration 106Q: 3 clusters Score -3.575927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 335092 members 
Entering Unmasked Estep 
Score: -35759280.000000 Penalty: 6312.814941
	Iteration 107Q: 3 clusters Score -3.575928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 335119 members 
Entering Unmasked Estep 
Score: -35759264.000000 Penalty: 6312.814941
	Iteration 108Q: 3 clusters Score -3.575926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 335142 members 
Entering Unmasked Estep 
Score: -35759276.000000 Penalty: 6312.814941
	Iteration 109Q: 3 clusters Score -3.575928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 335168 members 
Entering Unmasked Estep 
Score: -35759240.000000 Penalty: 6312.814941
	Iteration 110Q: 3 clusters Score -3.575924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 335183 members 
Entering Unmasked Estep 
Score: -35759288.000000 Penalty: 6312.814941
	Iteration 111Q: 3 clusters Score -3.575929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 335198 members 
Entering Unmasked Estep 
Score: -35759276.000000 Penalty: 6312.814941
	Iteration 112Q: 3 clusters Score -3.575928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 335209 members 
Entering Unmasked Estep 
Score: -35759252.000000 Penalty: 6312.814941
	Iteration 113Q: 3 clusters Score -3.575925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 335215 members 
Entering Unmasked Estep 
Score: -35759264.000000 Penalty: 6312.814941
	Iteration 114Q: 3 clusters Score -3.575926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 335224 members 
Entering Unmasked Estep 
Score: -35759256.000000 Penalty: 6312.814941
	Iteration 115Q: 3 clusters Score -3.575926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 335234 members 
Entering Unmasked Estep 
Score: -35759240.000000 Penalty: 6312.814941
	Iteration 116Q: 3 clusters Score -3.575924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 335246 members 
Entering Unmasked Estep 
Score: -35759224.000000 Penalty: 6312.814941
	Iteration 117Q: 3 clusters Score -3.575922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 335258 members 
Entering Unmasked Estep 
Score: -35759232.000000 Penalty: 6312.814941
	Iteration 118Q: 3 clusters Score -3.575923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 335276 members 
Entering Unmasked Estep 
Score: -35759236.000000 Penalty: 6312.814941
	Iteration 119Q: 3 clusters Score -3.575924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 335292 members 
Entering Unmasked Estep 
Score: -35759248.000000 Penalty: 6312.814941
	Iteration 120F: 3 clusters Score -3.575925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 335303 members 
Entering Unmasked Estep 
Score: -35759268.000000 Penalty: 6312.814941
	Iteration 121Q: 3 clusters Score -3.575927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 335312 members 
Entering Unmasked Estep 
Score: -35759292.000000 Penalty: 6312.814941
	Iteration 122Q: 3 clusters Score -3.575929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 335314 members 
Entering Unmasked Estep 
Score: -35759336.000000 Penalty: 6312.814941
	Iteration 123Q: 3 clusters Score -3.575934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 335319 members 
Entering Unmasked Estep 
Score: -35759292.000000 Penalty: 6312.814941
	Iteration 124Q: 3 clusters Score -3.575929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 335320 members 
Entering Unmasked Estep 
Score: -35759296.000000 Penalty: 6312.814941
	Iteration 125Q: 3 clusters Score -3.57593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 335323 members 
Entering Unmasked Estep 
Score: -35759284.000000 Penalty: 6312.814941
	Iteration 126Q: 3 clusters Score -3.575928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 335330 members 
Entering Unmasked Estep 
Score: -35759316.000000 Penalty: 6312.814941
	Iteration 127Q: 3 clusters Score -3.575932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 335336 members 
Entering Unmasked Estep 
Score: -35759296.000000 Penalty: 6312.814941
	Iteration 128Q: 3 clusters Score -3.57593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 335340 members 
Entering Unmasked Estep 
Score: -35759308.000000 Penalty: 6312.814941
	Iteration 129Q: 3 clusters Score -3.575931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 335344 members 
Entering Unmasked Estep 
Score: -35759296.000000 Penalty: 6312.814941
	Iteration 130Q: 3 clusters Score -3.57593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 335347 members 
Entering Unmasked Estep 
Score: -35759292.000000 Penalty: 6312.814941
	Iteration 131Q: 3 clusters Score -3.575929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 335349 members 
Entering Unmasked Estep 
Score: -35759304.000000 Penalty: 6312.814941
	Iteration 132Q: 3 clusters Score -3.57593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 335351 members 
Entering Unmasked Estep 
Score: -35759284.000000 Penalty: 6312.814941
	Iteration 133Q: 3 clusters Score -3.575928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 335353 members 
Entering Unmasked Estep 
Score: -35759304.000000 Penalty: 6312.814941
	Iteration 134Q: 3 clusters Score -3.57593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 335353 members 
Entering Unmasked Estep 
Score: -35759304.000000 Penalty: 6312.814941
	Iteration 135F: 3 clusters Score -3.57593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (266254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266254 members 
Entering Unmasked Estep 
Score: -28297726.000000 Penalty: 3098.066895
	Iteration 0F: 2 clusters Score -2.829773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132630 members 
Mstep: Class 2 contains 133624 members 
Entering Unmasked Estep 
Score: -28125076.000000 Penalty: 6196.133789
	Iteration 0F: 3 clusters Score -2.812508e+07 nChanged 128532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 141258 members 
Entering Unmasked Estep 
Score: -28201818.000000 Penalty: 6196.133789
	Iteration 1F: 3 clusters Score -2.820182e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 145941 members 
Entering Unmasked Estep 
Score: -28204186.000000 Penalty: 6196.133789
	Iteration 2Q: 3 clusters Score -2.820419e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 153095 members 
Entering Unmasked Estep 
Score: -28208024.000000 Penalty: 6196.133789
	Iteration 3Q: 3 clusters Score -2.820802e+07 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 163990 members 
Entering Unmasked Estep 
Score: -28214924.000000 Penalty: 6196.133789
	Iteration 4Q: 3 clusters Score -2.821492e+07 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
Score: -28226230.000000 Penalty: 6196.133789
	Iteration 5F: 3 clusters Score -2.822623e+07 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 197647 members 
Entering Unmasked Estep 
Score: -28241686.000000 Penalty: 6196.133789
	Iteration 6F: 3 clusters Score -2.824169e+07 nChanged 19868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 216873 members 
Entering Unmasked Estep 
Score: -28257606.000000 Penalty: 6196.133789
	Iteration 7F: 3 clusters Score -2.825761e+07 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 232936 members 
Entering Unmasked Estep 
Score: -28271082.000000 Penalty: 6196.133789
	Iteration 8F: 3 clusters Score -2.827108e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 244238 members 
Entering Unmasked Estep 
Score: -28280228.000000 Penalty: 6196.133789
	Iteration 9Q: 3 clusters Score -2.828023e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 251739 members 
Entering Unmasked Estep 
Score: -28285602.000000 Penalty: 6196.133789
	Iteration 10Q: 3 clusters Score -2.82856e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 256503 members 
Entering Unmasked Estep 
Score: -28288984.000000 Penalty: 6196.133789
	Iteration 11Q: 3 clusters Score -2.828898e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 259570 members 
Entering Unmasked Estep 
Score: -28291330.000000 Penalty: 6196.133789
	Iteration 12Q: 3 clusters Score -2.829133e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 261495 members 
Entering Unmasked Estep 
Score: -28292586.000000 Penalty: 6196.133789
	Iteration 13Q: 3 clusters Score -2.829259e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 262688 members 
Entering Unmasked Estep 
Score: -28293564.000000 Penalty: 6196.133789
	Iteration 14Q: 3 clusters Score -2.829356e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 263462 members 
Entering Unmasked Estep 
Score: -28294146.000000 Penalty: 6196.133789
	Iteration 15Q: 3 clusters Score -2.829415e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 263906 members 
Entering Unmasked Estep 
Score: -28294408.000000 Penalty: 6196.133789
	Iteration 16Q: 3 clusters Score -2.829441e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 264202 members 
Entering Unmasked Estep 
Score: -28294612.000000 Penalty: 6196.133789
	Iteration 17Q: 3 clusters Score -2.829461e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 264416 members 
Entering Unmasked Estep 
Score: -28294832.000000 Penalty: 6196.133789
	Iteration 18Q: 3 clusters Score -2.829483e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 264575 members 
Entering Unmasked Estep 
Score: -28294908.000000 Penalty: 6196.133789
	Iteration 19Q: 3 clusters Score -2.829491e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 264657 members 
Entering Unmasked Estep 
Score: -28294954.000000 Penalty: 6196.133789
	Iteration 20F: 3 clusters Score -2.829495e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 264733 members 
Entering Unmasked Estep 
Score: -28295046.000000 Penalty: 6196.133789
	Iteration 21Q: 3 clusters Score -2.829505e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 264792 members 
Entering Unmasked Estep 
Score: -28295084.000000 Penalty: 6196.133789
	Iteration 22Q: 3 clusters Score -2.829508e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 264831 members 
Entering Unmasked Estep 
Score: -28295130.000000 Penalty: 6196.133789
	Iteration 23Q: 3 clusters Score -2.829513e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 264878 members 
Entering Unmasked Estep 
Score: -28295190.000000 Penalty: 6196.133789
	Iteration 24Q: 3 clusters Score -2.829519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 264907 members 
Entering Unmasked Estep 
Score: -28295192.000000 Penalty: 6196.133789
	Iteration 25Q: 3 clusters Score -2.829519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 264931 members 
Entering Unmasked Estep 
Score: -28295222.000000 Penalty: 6196.133789
	Iteration 26Q: 3 clusters Score -2.829522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 264958 members 
Entering Unmasked Estep 
Score: -28295232.000000 Penalty: 6196.133789
	Iteration 27Q: 3 clusters Score -2.829523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 264968 members 
Entering Unmasked Estep 
Score: -28295240.000000 Penalty: 6196.133789
	Iteration 28Q: 3 clusters Score -2.829524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 264976 members 
Entering Unmasked Estep 
Score: -28295246.000000 Penalty: 6196.133789
	Iteration 29Q: 3 clusters Score -2.829525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 264979 members 
Entering Unmasked Estep 
Score: -28295236.000000 Penalty: 6196.133789
	Iteration 30Q: 3 clusters Score -2.829524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 264985 members 
Entering Unmasked Estep 
Score: -28295246.000000 Penalty: 6196.133789
	Iteration 31Q: 3 clusters Score -2.829525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 264984 members 
Entering Unmasked Estep 
Score: -28295276.000000 Penalty: 6196.133789
	Iteration 32Q: 3 clusters Score -2.829528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 264984 members 
Entering Unmasked Estep 
Score: -28295256.000000 Penalty: 6196.133789
	Iteration 33Q: 3 clusters Score -2.829526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 264985 members 
Entering Unmasked Estep 
Score: -28295256.000000 Penalty: 6196.133789
	Iteration 34Q: 3 clusters Score -2.829526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 264985 members 
Entering Unmasked Estep 
Score: -28295252.000000 Penalty: 6196.133789
	Iteration 35Q: 3 clusters Score -2.829525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 264985 members 
Entering Unmasked Estep 
Score: -28295252.000000 Penalty: 6196.133789
	Iteration 36Q: 3 clusters Score -2.829525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 264985 members 
Entering Unmasked Estep 
Score: -28295246.000000 Penalty: 6196.133789
	Iteration 37Q: 3 clusters Score -2.829525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 264986 members 
Entering Unmasked Estep 
Score: -28295254.000000 Penalty: 6196.133789
	Iteration 38Q: 3 clusters Score -2.829525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 264988 members 
Entering Unmasked Estep 
Score: -28295248.000000 Penalty: 6196.133789
	Iteration 39Q: 3 clusters Score -2.829525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 264992 members 
Entering Unmasked Estep 
Score: -28295258.000000 Penalty: 6196.133789
	Iteration 40F: 3 clusters Score -2.829526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 264994 members 
Entering Unmasked Estep 
Score: -28295248.000000 Penalty: 6196.133789
	Iteration 41Q: 3 clusters Score -2.829525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 264993 members 
Entering Unmasked Estep 
Score: -28295244.000000 Penalty: 6196.133789
	Iteration 42Q: 3 clusters Score -2.829524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 264993 members 
Entering Unmasked Estep 
Score: -28295244.000000 Penalty: 6196.133789
	Iteration 43F: 3 clusters Score -2.829524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -43378.472656 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -43378.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41923.214844 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -41923.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42069.273438 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -42069.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42119.503906 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -42119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42128.667969 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -42128.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42128.667969 Penalty: 3047.516113
	Iteration 4F: 3 clusters Score -42128.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -65825.500000 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -65825.5 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 364 members 
Entering Unmasked Estep 
Score: -64140.101562 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -64140.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64370.386719 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -64370.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64442.542969 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -64442.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64493.789062 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -64493.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64572.367188 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -64572.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64618.875000 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -64618.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64648.968750 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -64648.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64667.851562 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -64667.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64678.753906 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -64678.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64691.054688 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -64691.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64697.652344 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -64697.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64698.621094 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -64698.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64698.621094 Penalty: 3247.916748
	Iteration 12F: 3 clusters Score -64698.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Entering Unmasked Estep 
Score: -3119705.750000 Penalty: 2573.028320
	Iteration 0F: 2 clusters Score -3119706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3097830.250000 Penalty: 5146.056641
	Iteration 0F: 3 clusters Score -3097830 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3105964.750000 Penalty: 5146.056641
	Iteration 1F: 3 clusters Score -3105965 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3106645.500000 Penalty: 5146.056641
	Iteration 2F: 3 clusters Score -3106646 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3107362.000000 Penalty: 5146.056641
	Iteration 3F: 3 clusters Score -3107362 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3108108.500000 Penalty: 5146.056641
	Iteration 4Q: 3 clusters Score -3108108 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3108938.250000 Penalty: 5146.056641
	Iteration 5F: 3 clusters Score -3108938 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3109942.000000 Penalty: 5146.056641
	Iteration 6F: 3 clusters Score -3109942 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3111125.000000 Penalty: 5146.056641
	Iteration 7F: 3 clusters Score -3111125 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3112373.500000 Penalty: 5146.056641
	Iteration 8F: 3 clusters Score -3112374 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3113462.000000 Penalty: 5146.056641
	Iteration 9Q: 3 clusters Score -3113462 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3114308.750000 Penalty: 5146.056641
	Iteration 10Q: 3 clusters Score -3114309 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3115053.250000 Penalty: 5146.056641
	Iteration 11Q: 3 clusters Score -3115053 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3115660.000000 Penalty: 5146.056641
	Iteration 12Q: 3 clusters Score -3115660 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3116166.000000 Penalty: 5146.056641
	Iteration 13Q: 3 clusters Score -3116166 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3116520.000000 Penalty: 5146.056641
	Iteration 14Q: 3 clusters Score -3116520 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3116774.500000 Penalty: 5146.056641
	Iteration 15Q: 3 clusters Score -3116774 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3116975.750000 Penalty: 5146.056641
	Iteration 16Q: 3 clusters Score -3116976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3117113.500000 Penalty: 5146.056641
	Iteration 17Q: 3 clusters Score -3117114 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3117218.250000 Penalty: 5146.056641
	Iteration 18Q: 3 clusters Score -3117218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3117304.000000 Penalty: 5146.056641
	Iteration 19Q: 3 clusters Score -3117304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3117359.000000 Penalty: 5146.056641
	Iteration 20F: 3 clusters Score -3117359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3117411.750000 Penalty: 5146.056641
	Iteration 21Q: 3 clusters Score -3117412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3117444.750000 Penalty: 5146.056641
	Iteration 22Q: 3 clusters Score -3117445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3117484.750000 Penalty: 5146.056641
	Iteration 23Q: 3 clusters Score -3117485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3117507.750000 Penalty: 5146.056641
	Iteration 24Q: 3 clusters Score -3117508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3117525.250000 Penalty: 5146.056641
	Iteration 25Q: 3 clusters Score -3117525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3117543.250000 Penalty: 5146.056641
	Iteration 26Q: 3 clusters Score -3117543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3117556.750000 Penalty: 5146.056641
	Iteration 27Q: 3 clusters Score -3117557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3117560.250000 Penalty: 5146.056641
	Iteration 28Q: 3 clusters Score -3117560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3117564.750000 Penalty: 5146.056641
	Iteration 29Q: 3 clusters Score -3117565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3117564.750000 Penalty: 5146.056641
	Iteration 30Q: 3 clusters Score -3117565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3117570.500000 Penalty: 5146.056641
	Iteration 31Q: 3 clusters Score -3117570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3117571.000000 Penalty: 5146.056641
	Iteration 32Q: 3 clusters Score -3117571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3117577.000000 Penalty: 5146.056641
	Iteration 33Q: 3 clusters Score -3117577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3117582.250000 Penalty: 5146.056641
	Iteration 34Q: 3 clusters Score -3117582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3117588.250000 Penalty: 5146.056641
	Iteration 35Q: 3 clusters Score -3117588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3117594.750000 Penalty: 5146.056641
	Iteration 36Q: 3 clusters Score -3117595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3117599.000000 Penalty: 5146.056641
	Iteration 37Q: 3 clusters Score -3117599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3117598.750000 Penalty: 5146.056641
	Iteration 38Q: 3 clusters Score -3117599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3117598.500000 Penalty: 5146.056641
	Iteration 39Q: 3 clusters Score -3117598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3117599.500000 Penalty: 5146.056641
	Iteration 40F: 3 clusters Score -3117600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3117602.250000 Penalty: 5146.056641
	Iteration 41Q: 3 clusters Score -3117602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3117602.250000 Penalty: 5146.056641
	Iteration 42Q: 3 clusters Score -3117602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3117605.000000 Penalty: 5146.056641
	Iteration 43Q: 3 clusters Score -3117605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3117604.500000 Penalty: 5146.056641
	Iteration 44Q: 3 clusters Score -3117604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3117605.500000 Penalty: 5146.056641
	Iteration 45Q: 3 clusters Score -3117606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3117611.250000 Penalty: 5146.056641
	Iteration 46Q: 3 clusters Score -3117611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3117609.000000 Penalty: 5146.056641
	Iteration 47Q: 3 clusters Score -3117609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3117613.500000 Penalty: 5146.056641
	Iteration 48Q: 3 clusters Score -3117614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3117614.000000 Penalty: 5146.056641
	Iteration 49Q: 3 clusters Score -3117614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3117615.750000 Penalty: 5146.056641
	Iteration 50Q: 3 clusters Score -3117616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3117615.750000 Penalty: 5146.056641
	Iteration 51F: 3 clusters Score -3117616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Entering Unmasked Estep 
Score: -2164078.250000 Penalty: 2458.102539
	Iteration 0F: 2 clusters Score -2164078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2149826.250000 Penalty: 4916.205078
	Iteration 0F: 3 clusters Score -2149826 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2154708.250000 Penalty: 4916.205078
	Iteration 1F: 3 clusters Score -2154708 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2155160.500000 Penalty: 4916.205078
	Iteration 2F: 3 clusters Score -2155160 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2155584.750000 Penalty: 4916.205078
	Iteration 3F: 3 clusters Score -2155585 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2155995.000000 Penalty: 4916.205078
	Iteration 4Q: 3 clusters Score -2155995 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2156462.500000 Penalty: 4916.205078
	Iteration 5Q: 3 clusters Score -2156462 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2157020.750000 Penalty: 4916.205078
	Iteration 6Q: 3 clusters Score -2157021 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2157697.750000 Penalty: 4916.205078
	Iteration 7F: 3 clusters Score -2157698 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2158462.000000 Penalty: 4916.205078
	Iteration 8F: 3 clusters Score -2158462 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2159307.000000 Penalty: 4916.205078
	Iteration 9F: 3 clusters Score -2159307 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2159951.000000 Penalty: 4916.205078
	Iteration 10Q: 3 clusters Score -2159951 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2160393.000000 Penalty: 4916.205078
	Iteration 11Q: 3 clusters Score -2160393 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2160687.750000 Penalty: 4916.205078
	Iteration 12Q: 3 clusters Score -2160688 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2160855.750000 Penalty: 4916.205078
	Iteration 13Q: 3 clusters Score -2160856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2160976.000000 Penalty: 4916.205078
	Iteration 14Q: 3 clusters Score -2160976 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2161058.500000 Penalty: 4916.205078
	Iteration 15Q: 3 clusters Score -2161058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2161120.250000 Penalty: 4916.205078
	Iteration 16Q: 3 clusters Score -2161120 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2161186.250000 Penalty: 4916.205078
	Iteration 17Q: 3 clusters Score -2161186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2161241.000000 Penalty: 4916.205078
	Iteration 18Q: 3 clusters Score -2161241 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2161292.500000 Penalty: 4916.205078
	Iteration 19Q: 3 clusters Score -2161292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2161335.250000 Penalty: 4916.205078
	Iteration 20F: 3 clusters Score -2161335 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2161403.750000 Penalty: 4916.205078
	Iteration 21Q: 3 clusters Score -2161404 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2161460.000000 Penalty: 4916.205078
	Iteration 22Q: 3 clusters Score -2161460 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2161538.750000 Penalty: 4916.205078
	Iteration 23Q: 3 clusters Score -2161539 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2161605.500000 Penalty: 4916.205078
	Iteration 24Q: 3 clusters Score -2161606 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2161679.000000 Penalty: 4916.205078
	Iteration 25Q: 3 clusters Score -2161679 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2161752.500000 Penalty: 4916.205078
	Iteration 26Q: 3 clusters Score -2161752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2161833.250000 Penalty: 4916.205078
	Iteration 27Q: 3 clusters Score -2161833 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2161899.500000 Penalty: 4916.205078
	Iteration 28Q: 3 clusters Score -2161900 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2161966.250000 Penalty: 4916.205078
	Iteration 29Q: 3 clusters Score -2161966 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2162033.250000 Penalty: 4916.205078
	Iteration 30Q: 3 clusters Score -2162033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2162097.750000 Penalty: 4916.205078
	Iteration 31Q: 3 clusters Score -2162098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2162158.500000 Penalty: 4916.205078
	Iteration 32Q: 3 clusters Score -2162158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2162231.750000 Penalty: 4916.205078
	Iteration 33Q: 3 clusters Score -2162232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2162292.500000 Penalty: 4916.205078
	Iteration 34Q: 3 clusters Score -2162292 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2162354.500000 Penalty: 4916.205078
	Iteration 35Q: 3 clusters Score -2162354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2162395.000000 Penalty: 4916.205078
	Iteration 36Q: 3 clusters Score -2162395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2162444.500000 Penalty: 4916.205078
	Iteration 37Q: 3 clusters Score -2162444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2162487.500000 Penalty: 4916.205078
	Iteration 38Q: 3 clusters Score -2162488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2162510.750000 Penalty: 4916.205078
	Iteration 39Q: 3 clusters Score -2162511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2162532.500000 Penalty: 4916.205078
	Iteration 40F: 3 clusters Score -2162532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2162543.500000 Penalty: 4916.205078
	Iteration 41Q: 3 clusters Score -2162544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2162554.250000 Penalty: 4916.205078
	Iteration 42Q: 3 clusters Score -2162554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2162563.500000 Penalty: 4916.205078
	Iteration 43Q: 3 clusters Score -2162564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2162566.250000 Penalty: 4916.205078
	Iteration 44Q: 3 clusters Score -2162566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2162576.000000 Penalty: 4916.205078
	Iteration 45Q: 3 clusters Score -2162576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2162577.750000 Penalty: 4916.205078
	Iteration 46Q: 3 clusters Score -2162578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2162581.500000 Penalty: 4916.205078
	Iteration 47Q: 3 clusters Score -2162582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2162581.500000 Penalty: 4916.205078
	Iteration 48Q: 3 clusters Score -2162582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2162580.750000 Penalty: 4916.205078
	Iteration 49Q: 3 clusters Score -2162581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2162577.750000 Penalty: 4916.205078
	Iteration 50Q: 3 clusters Score -2162578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2162582.250000 Penalty: 4916.205078
	Iteration 51Q: 3 clusters Score -2162582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2162580.750000 Penalty: 4916.205078
	Iteration 52Q: 3 clusters Score -2162581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2162581.500000 Penalty: 4916.205078
	Iteration 53Q: 3 clusters Score -2162582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2162579.000000 Penalty: 4916.205078
	Iteration 54Q: 3 clusters Score -2162579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2162582.500000 Penalty: 4916.205078
	Iteration 55Q: 3 clusters Score -2162582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2162580.500000 Penalty: 4916.205078
	Iteration 56Q: 3 clusters Score -2162580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2162585.750000 Penalty: 4916.205078
	Iteration 57Q: 3 clusters Score -2162586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2162584.750000 Penalty: 4916.205078
	Iteration 58Q: 3 clusters Score -2162585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2162584.750000 Penalty: 4916.205078
	Iteration 59F: 3 clusters Score -2162585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -111461.453125 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -111461.5 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 566 members 
Entering Unmasked Estep 
Score: -109400.093750 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -109400.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109765.507812 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -109765.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109973.148438 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -109973.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110112.132812 Penalty: 3503.271973
	Iteration 3F: 3 clusters Score -110112.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110229.789062 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -110229.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110321.078125 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -110321.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -110374.234375 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -110374.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -110404.695312 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -110404.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110426.132812 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -110426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110432.132812 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -110432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110438.445312 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -110438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110443.796875 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -110443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110445.750000 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -110445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110448.351562 Penalty: 3503.271973
	Iteration 13Q: 3 clusters Score -110448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110449.664062 Penalty: 3503.271973
	Iteration 14Q: 3 clusters Score -110449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110450.250000 Penalty: 3503.271973
	Iteration 15Q: 3 clusters Score -110450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110450.250000 Penalty: 3503.271973
	Iteration 16F: 3 clusters Score -110450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -200814.906250 Penalty: 1887.614258
	Iteration 0F: 2 clusters Score -200814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198175.375000 Penalty: 3775.228516
	Iteration 0F: 3 clusters Score -198175.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -198637.437500 Penalty: 3775.228516
	Iteration 1F: 3 clusters Score -198637.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198830.937500 Penalty: 3775.228516
	Iteration 2F: 3 clusters Score -198830.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -199030.437500 Penalty: 3775.228516
	Iteration 3F: 3 clusters Score -199030.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -199234.171875 Penalty: 3775.228516
	Iteration 4F: 3 clusters Score -199234.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -199380.625000 Penalty: 3775.228516
	Iteration 5F: 3 clusters Score -199380.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199500.656250 Penalty: 3775.228516
	Iteration 6Q: 3 clusters Score -199500.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199588.453125 Penalty: 3775.228516
	Iteration 7Q: 3 clusters Score -199588.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199646.578125 Penalty: 3775.228516
	Iteration 8Q: 3 clusters Score -199646.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -199710.875000 Penalty: 3775.228516
	Iteration 9Q: 3 clusters Score -199710.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -199785.343750 Penalty: 3775.228516
	Iteration 10Q: 3 clusters Score -199785.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -199840.937500 Penalty: 3775.228516
	Iteration 11Q: 3 clusters Score -199840.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -199878.500000 Penalty: 3775.228516
	Iteration 12Q: 3 clusters Score -199878.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199922.234375 Penalty: 3775.228516
	Iteration 13Q: 3 clusters Score -199922.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199955.375000 Penalty: 3775.228516
	Iteration 14Q: 3 clusters Score -199955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199976.015625 Penalty: 3775.228516
	Iteration 15Q: 3 clusters Score -199976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199991.359375 Penalty: 3775.228516
	Iteration 16Q: 3 clusters Score -199991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -199998.437500 Penalty: 3775.228516
	Iteration 17Q: 3 clusters Score -199998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -200003.187500 Penalty: 3775.228516
	Iteration 18Q: 3 clusters Score -200003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -200006.046875 Penalty: 3775.228516
	Iteration 19Q: 3 clusters Score -200006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -200009.625000 Penalty: 3775.228516
	Iteration 20F: 3 clusters Score -200009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -200013.125000 Penalty: 3775.228516
	Iteration 21Q: 3 clusters Score -200013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -200016.609375 Penalty: 3775.228516
	Iteration 22Q: 3 clusters Score -200016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -200017.218750 Penalty: 3775.228516
	Iteration 23Q: 3 clusters Score -200017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -200017.218750 Penalty: 3775.228516
	Iteration 24F: 3 clusters Score -200017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Entering Unmasked Estep 
Score: -8929034.000000 Penalty: 2820.320557
	Iteration 0F: 2 clusters Score -8929034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8870876.000000 Penalty: 5640.641113
	Iteration 0F: 3 clusters Score -8870876 nChanged 40909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8893914.000000 Penalty: 5640.641113
	Iteration 1F: 3 clusters Score -8893914 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8894453.000000 Penalty: 5640.641113
	Iteration 2Q: 3 clusters Score -8894453 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8895033.000000 Penalty: 5640.641113
	Iteration 3Q: 3 clusters Score -8895033 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -8895597.000000 Penalty: 5640.641113
	Iteration 4Q: 3 clusters Score -8895597 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -8896260.000000 Penalty: 5640.641113
	Iteration 5Q: 3 clusters Score -8896260 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -8897324.000000 Penalty: 5640.641113
	Iteration 6Q: 3 clusters Score -8897324 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8898942.000000 Penalty: 5640.641113
	Iteration 7Q: 3 clusters Score -8898942 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8901529.000000 Penalty: 5640.641113
	Iteration 8F: 3 clusters Score -8901529 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8905225.000000 Penalty: 5640.641113
	Iteration 9F: 3 clusters Score -8905225 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -8909884.000000 Penalty: 5640.641113
	Iteration 10F: 3 clusters Score -8909884 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -8914897.000000 Penalty: 5640.641113
	Iteration 11F: 3 clusters Score -8914897 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8919704.000000 Penalty: 5640.641113
	Iteration 12F: 3 clusters Score -8919704 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8923555.000000 Penalty: 5640.641113
	Iteration 13Q: 3 clusters Score -8923555 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8925610.000000 Penalty: 5640.641113
	Iteration 14Q: 3 clusters Score -8925610 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8926260.000000 Penalty: 5640.641113
	Iteration 15Q: 3 clusters Score -8926260 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8926463.000000 Penalty: 5640.641113
	Iteration 16Q: 3 clusters Score -8926463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8926524.000000 Penalty: 5640.641113
	Iteration 17Q: 3 clusters Score -8926524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8926564.000000 Penalty: 5640.641113
	Iteration 18Q: 3 clusters Score -8926564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8926577.000000 Penalty: 5640.641113
	Iteration 19Q: 3 clusters Score -8926577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8926589.000000 Penalty: 5640.641113
	Iteration 20F: 3 clusters Score -8926589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8926597.000000 Penalty: 5640.641113
	Iteration 21Q: 3 clusters Score -8926597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8926613.000000 Penalty: 5640.641113
	Iteration 22Q: 3 clusters Score -8926613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8926621.000000 Penalty: 5640.641113
	Iteration 23Q: 3 clusters Score -8926621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8926623.000000 Penalty: 5640.641113
	Iteration 24Q: 3 clusters Score -8926623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8926625.000000 Penalty: 5640.641113
	Iteration 25Q: 3 clusters Score -8926625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8926628.000000 Penalty: 5640.641113
	Iteration 26Q: 3 clusters Score -8926628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8926636.000000 Penalty: 5640.641113
	Iteration 27Q: 3 clusters Score -8926636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8926636.000000 Penalty: 5640.641113
	Iteration 28Q: 3 clusters Score -8926636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8926640.000000 Penalty: 5640.641113
	Iteration 29Q: 3 clusters Score -8926640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8926637.000000 Penalty: 5640.641113
	Iteration 30Q: 3 clusters Score -8926637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8926648.000000 Penalty: 5640.641113
	Iteration 31Q: 3 clusters Score -8926648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8926650.000000 Penalty: 5640.641113
	Iteration 32Q: 3 clusters Score -8926650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8926650.000000 Penalty: 5640.641113
	Iteration 33F: 3 clusters Score -8926650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34607.730469 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -34607.73 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 224 members 
Entering Unmasked Estep 
Score: -33193.417969 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -33193.42 nChanged 75
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: -33483.601562 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -33483.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33702.921875 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -33702.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33853.812500 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -33853.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33926.109375 Penalty: 2994.783936
	Iteration 4F: 3 clusters Score -33926.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33991.703125 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -33991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34033.425781 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -34033.43 nChanged 8
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: -34079.875000 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -34079.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34114.003906 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -34114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34132.511719 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -34132.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34144.707031 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -34144.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34162.285156 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -34162.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34184.625000 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -34184.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34199.691406 Penalty: 2994.783936
	Iteration 13Q: 3 clusters Score -34199.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34215.355469 Penalty: 2994.783936
	Iteration 14Q: 3 clusters Score -34215.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34215.355469 Penalty: 2994.783936
	Iteration 15F: 3 clusters Score -34215.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -308958.062500 Penalty: 2024.233398
	Iteration 0F: 2 clusters Score -308958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -305387.281250 Penalty: 4048.466797
	Iteration 0F: 3 clusters Score -305387.3 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -306201.906250 Penalty: 4048.466797
	Iteration 1F: 3 clusters Score -306201.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -306359.343750 Penalty: 4048.466797
	Iteration 2F: 3 clusters Score -306359.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -306448.562500 Penalty: 4048.466797
	Iteration 3Q: 3 clusters Score -306448.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -306533.343750 Penalty: 4048.466797
	Iteration 4Q: 3 clusters Score -306533.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -306595.375000 Penalty: 4048.466797
	Iteration 5Q: 3 clusters Score -306595.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -306672.531250 Penalty: 4048.466797
	Iteration 6Q: 3 clusters Score -306672.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -306730.437500 Penalty: 4048.466797
	Iteration 7Q: 3 clusters Score -306730.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -306783.750000 Penalty: 4048.466797
	Iteration 8Q: 3 clusters Score -306783.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -306848.718750 Penalty: 4048.466797
	Iteration 9Q: 3 clusters Score -306848.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -306910.531250 Penalty: 4048.466797
	Iteration 10Q: 3 clusters Score -306910.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306954.593750 Penalty: 4048.466797
	Iteration 11Q: 3 clusters Score -306954.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -307002.781250 Penalty: 4048.466797
	Iteration 12Q: 3 clusters Score -307002.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -307046.718750 Penalty: 4048.466797
	Iteration 13Q: 3 clusters Score -307046.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -307082.250000 Penalty: 4048.466797
	Iteration 14Q: 3 clusters Score -307082.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -307116.812500 Penalty: 4048.466797
	Iteration 15Q: 3 clusters Score -307116.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -307145.937500 Penalty: 4048.466797
	Iteration 16Q: 3 clusters Score -307145.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -307167.562500 Penalty: 4048.466797
	Iteration 17Q: 3 clusters Score -307167.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -307191.468750 Penalty: 4048.466797
	Iteration 18Q: 3 clusters Score -307191.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -307216.843750 Penalty: 4048.466797
	Iteration 19Q: 3 clusters Score -307216.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -307246.406250 Penalty: 4048.466797
	Iteration 20F: 3 clusters Score -307246.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -307269.343750 Penalty: 4048.466797
	Iteration 21Q: 3 clusters Score -307269.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -307280.750000 Penalty: 4048.466797
	Iteration 22Q: 3 clusters Score -307280.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -307288.125000 Penalty: 4048.466797
	Iteration 23Q: 3 clusters Score -307288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -307294.531250 Penalty: 4048.466797
	Iteration 24Q: 3 clusters Score -307294.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -307307.718750 Penalty: 4048.466797
	Iteration 25Q: 3 clusters Score -307307.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -307327.906250 Penalty: 4048.466797
	Iteration 26Q: 3 clusters Score -307327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -307350.031250 Penalty: 4048.466797
	Iteration 27Q: 3 clusters Score -307350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -307358.468750 Penalty: 4048.466797
	Iteration 28Q: 3 clusters Score -307358.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -307367.687500 Penalty: 4048.466797
	Iteration 29Q: 3 clusters Score -307367.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -307376.062500 Penalty: 4048.466797
	Iteration 30Q: 3 clusters Score -307376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -307383.562500 Penalty: 4048.466797
	Iteration 31Q: 3 clusters Score -307383.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -307395.343750 Penalty: 4048.466797
	Iteration 32Q: 3 clusters Score -307395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -307412.343750 Penalty: 4048.466797
	Iteration 33Q: 3 clusters Score -307412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -307427.906250 Penalty: 4048.466797
	Iteration 34Q: 3 clusters Score -307427.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -307440.093750 Penalty: 4048.466797
	Iteration 35Q: 3 clusters Score -307440.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -307452.312500 Penalty: 4048.466797
	Iteration 36Q: 3 clusters Score -307452.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -307459.281250 Penalty: 4048.466797
	Iteration 37Q: 3 clusters Score -307459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -307463.875000 Penalty: 4048.466797
	Iteration 38Q: 3 clusters Score -307463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -307465.750000 Penalty: 4048.466797
	Iteration 39Q: 3 clusters Score -307465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -307468.031250 Penalty: 4048.466797
	Iteration 40F: 3 clusters Score -307468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -307471.781250 Penalty: 4048.466797
	Iteration 41Q: 3 clusters Score -307471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -307476.406250 Penalty: 4048.466797
	Iteration 42Q: 3 clusters Score -307476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -307480.343750 Penalty: 4048.466797
	Iteration 43Q: 3 clusters Score -307480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -307485.937500 Penalty: 4048.466797
	Iteration 44Q: 3 clusters Score -307485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -307488.906250 Penalty: 4048.466797
	Iteration 45Q: 3 clusters Score -307488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -307496.250000 Penalty: 4048.466797
	Iteration 46Q: 3 clusters Score -307496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -307500.812500 Penalty: 4048.466797
	Iteration 47Q: 3 clusters Score -307500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -307501.906250 Penalty: 4048.466797
	Iteration 48Q: 3 clusters Score -307501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -307501.906250 Penalty: 4048.466797
	Iteration 49F: 3 clusters Score -307501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 289 members 
Entering Unmasked Estep 
Score: -53179.054688 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53179.05 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53411.753906 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53411.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53537.511719 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53537.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53621.058594 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -53621.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53700.074219 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53700.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53767.664062 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53767.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53832.230469 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53832.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53930.937500 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -53930.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54067.828125 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -54067.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54301.847656 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -54301.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54789.925781 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -54789.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55434.910156 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -55434.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55543.472656 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -55543.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55580.515625 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -55580.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55587.714844 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -55587.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55588.964844 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -55588.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55594.714844 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -55594.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55596.316406 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -55596.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55601.148438 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -55601.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55612.824219 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -55612.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55634.238281 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -55634.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55691.117188 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -55691.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55720.515625 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -55720.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55728.667969 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -55728.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55730.878906 Penalty: 3215.621338
	Iteration 24Q: 3 clusters Score -55730.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55730.878906 Penalty: 3215.621338
	Iteration 25F: 3 clusters Score -55730.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 280126 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 387154 members 
Mstep: Class 7 contains 336869 members 
Mstep: Class 8 contains 266254 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32052 members 
Mstep: Class 12 contains 20165 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 86878 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 184 members 
Entering Unmasked Estep 
Score: -158340384.000000 Penalty: 70616.835938
Splitting cluster 18 changes total score from -158341248.000000 to -158340384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71624.281250 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71624.28 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71922.976562 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71922.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71985.632812 Penalty: 3319.273682
	Iteration 2Q: 3 clusters Score -71985.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72026.468750 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -72026.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72059.179688 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -72059.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72088.085938 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -72088.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72120.281250 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72120.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72160.546875 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72160.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72211.296875 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72261.875000 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -72261.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72315.554688 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -72315.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72343.773438 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -72343.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72366.789062 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -72366.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72385.195312 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -72385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72398.070312 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -72398.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72408.601562 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -72408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72415.609375 Penalty: 3319.273682
	Iteration 16Q: 3 clusters Score -72415.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72415.609375 Penalty: 3319.273682
	Iteration 17F: 3 clusters Score -72415.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 280126 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 387154 members 
Mstep: Class 7 contains 336869 members 
Mstep: Class 8 contains 266254 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32052 members 
Mstep: Class 12 contains 20165 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 86878 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341280.000000 Penalty: 67085.992188
Iteration 199Q: 20 clusters Score -1.583413e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 280171 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29800 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 387092 members 
Mstep: Class 7 contains 336871 members 
Mstep: Class 8 contains 266123 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32058 members 
Mstep: Class 12 contains 20295 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 86879 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341040.000000 Penalty: 67085.992188
Iteration 200F: 20 clusters Score -1.58341e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 280227 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29791 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 387038 members 
Mstep: Class 7 contains 336872 members 
Mstep: Class 8 contains 266001 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32064 members 
Mstep: Class 12 contains 20411 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 86882 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341280.000000 Penalty: 67085.992188
Iteration 201Q: 20 clusters Score -1.583413e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 280291 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 29785 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 386987 members 
Mstep: Class 7 contains 336839 members 
Mstep: Class 8 contains 265887 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 20539 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 86887 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341424.000000 Penalty: 67085.992188
Iteration 202Q: 20 clusters Score -1.583414e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 280333 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29777 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386955 members 
Mstep: Class 7 contains 336813 members 
Mstep: Class 8 contains 265771 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32058 members 
Mstep: Class 12 contains 20666 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 86894 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341440.000000 Penalty: 67085.992188
Iteration 203Q: 20 clusters Score -1.583414e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 280370 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29769 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386923 members 
Mstep: Class 7 contains 336769 members 
Mstep: Class 8 contains 265654 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 20818 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 86901 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341552.000000 Penalty: 67085.992188
Iteration 204Q: 20 clusters Score -1.583416e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 280390 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386897 members 
Mstep: Class 7 contains 336750 members 
Mstep: Class 8 contains 265514 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 20984 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 86902 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341536.000000 Penalty: 67085.992188
Iteration 205Q: 20 clusters Score -1.583415e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 280416 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29748 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386841 members 
Mstep: Class 7 contains 336730 members 
Mstep: Class 8 contains 265372 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 21178 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 86906 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341376.000000 Penalty: 67085.992188
Iteration 206Q: 20 clusters Score -1.583414e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 280422 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29741 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386749 members 
Mstep: Class 7 contains 336707 members 
Mstep: Class 8 contains 265259 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 21379 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 86914 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341328.000000 Penalty: 67085.992188
Iteration 207Q: 20 clusters Score -1.583413e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 280416 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29733 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386689 members 
Mstep: Class 7 contains 336716 members 
Mstep: Class 8 contains 265096 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 21574 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 86921 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341216.000000 Penalty: 67085.992188
Iteration 208Q: 20 clusters Score -1.583412e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 280424 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 29727 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386565 members 
Mstep: Class 7 contains 336772 members 
Mstep: Class 8 contains 264952 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 86919 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341312.000000 Penalty: 67085.992188
Iteration 209Q: 20 clusters Score -1.583413e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 280436 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29716 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386432 members 
Mstep: Class 7 contains 336823 members 
Mstep: Class 8 contains 264834 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 86918 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341184.000000 Penalty: 67085.992188
Iteration 210Q: 20 clusters Score -1.583412e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 280465 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29712 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386261 members 
Mstep: Class 7 contains 336837 members 
Mstep: Class 8 contains 264748 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32061 members 
Mstep: Class 12 contains 22183 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 86923 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341264.000000 Penalty: 67085.992188
Iteration 211Q: 20 clusters Score -1.583413e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 280506 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 29703 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 386115 members 
Mstep: Class 7 contains 336855 members 
Mstep: Class 8 contains 264608 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 22397 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2078 members 
Mstep: Class 15 contains 86939 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341120.000000 Penalty: 67085.992188
Iteration 212Q: 20 clusters Score -1.583411e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 280546 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 29694 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 385945 members 
Mstep: Class 7 contains 336940 members 
Mstep: Class 8 contains 264434 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 22618 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 86953 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341104.000000 Penalty: 67085.992188
Iteration 213Q: 20 clusters Score -1.583411e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 280577 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 29683 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 385780 members 
Mstep: Class 7 contains 336965 members 
Mstep: Class 8 contains 264289 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 22851 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 86979 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341360.000000 Penalty: 67085.992188
Iteration 214Q: 20 clusters Score -1.583414e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 280609 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 29674 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 385633 members 
Mstep: Class 7 contains 337041 members 
Mstep: Class 8 contains 264086 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32069 members 
Mstep: Class 12 contains 23082 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 15 contains 86997 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341152.000000 Penalty: 67085.992188
Iteration 215Q: 20 clusters Score -1.583412e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 280640 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 29661 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 385507 members 
Mstep: Class 7 contains 337087 members 
Mstep: Class 8 contains 263900 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 23321 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 87015 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341248.000000 Penalty: 67085.992188
Iteration 216Q: 20 clusters Score -1.583412e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 280700 members 
Mstep: Class 3 contains 7096 members 
Mstep: Class 4 contains 29655 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 385388 members 
Mstep: Class 7 contains 337087 members 
Mstep: Class 8 contains 263710 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 23571 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 87030 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341184.000000 Penalty: 67085.992188
Iteration 217Q: 20 clusters Score -1.583412e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 280745 members 
Mstep: Class 3 contains 7097 members 
Mstep: Class 4 contains 29655 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 385253 members 
Mstep: Class 7 contains 337077 members 
Mstep: Class 8 contains 263517 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32079 members 
Mstep: Class 12 contains 23857 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 87055 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341024.000000 Penalty: 67085.992188
Iteration 218Q: 20 clusters Score -1.58341e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 280795 members 
Mstep: Class 3 contains 7098 members 
Mstep: Class 4 contains 29653 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 385099 members 
Mstep: Class 7 contains 337135 members 
Mstep: Class 8 contains 263267 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32080 members 
Mstep: Class 12 contains 24149 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 87072 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340976.000000 Penalty: 67085.992188
Iteration 219Q: 20 clusters Score -1.58341e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 280820 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 29657 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 384873 members 
Mstep: Class 7 contains 337281 members 
Mstep: Class 8 contains 263029 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 87089 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341104.000000 Penalty: 67085.992188
Iteration 220F: 20 clusters Score -1.583411e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 280880 members 
Mstep: Class 3 contains 7100 members 
Mstep: Class 4 contains 29652 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 384659 members 
Mstep: Class 7 contains 337373 members 
Mstep: Class 8 contains 262779 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32079 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 87103 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341264.000000 Penalty: 67085.992188
Iteration 221Q: 20 clusters Score -1.583413e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 280935 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 29641 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 384406 members 
Mstep: Class 7 contains 337475 members 
Mstep: Class 8 contains 262542 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32089 members 
Mstep: Class 12 contains 25077 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 87123 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340944.000000 Penalty: 67085.992188
Iteration 222Q: 20 clusters Score -1.583409e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 280982 members 
Mstep: Class 3 contains 7102 members 
Mstep: Class 4 contains 29626 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 384130 members 
Mstep: Class 7 contains 337642 members 
Mstep: Class 8 contains 262280 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32096 members 
Mstep: Class 12 contains 25405 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 87140 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341120.000000 Penalty: 67085.992188
Iteration 223Q: 20 clusters Score -1.583411e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 281079 members 
Mstep: Class 3 contains 7103 members 
Mstep: Class 4 contains 29613 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 383793 members 
Mstep: Class 7 contains 337834 members 
Mstep: Class 8 contains 261999 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32107 members 
Mstep: Class 12 contains 25745 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 87155 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341088.000000 Penalty: 67085.992188
Iteration 224Q: 20 clusters Score -1.583411e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 281172 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 29606 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 383440 members 
Mstep: Class 7 contains 337987 members 
Mstep: Class 8 contains 261769 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32113 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 87172 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341216.000000 Penalty: 67085.992188
Iteration 225Q: 20 clusters Score -1.583412e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 281265 members 
Mstep: Class 3 contains 7105 members 
Mstep: Class 4 contains 29586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 383115 members 
Mstep: Class 7 contains 338133 members 
Mstep: Class 8 contains 261534 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32110 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 87185 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340976.000000 Penalty: 67085.992188
Iteration 226Q: 20 clusters Score -1.58341e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 281373 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 4 contains 29569 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 382808 members 
Mstep: Class 7 contains 338211 members 
Mstep: Class 8 contains 261310 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32113 members 
Mstep: Class 12 contains 26800 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 87198 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341328.000000 Penalty: 67085.992188
Iteration 227Q: 20 clusters Score -1.583413e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 281410 members 
Mstep: Class 3 contains 7111 members 
Mstep: Class 4 contains 29548 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 382536 members 
Mstep: Class 7 contains 338270 members 
Mstep: Class 8 contains 261058 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32135 members 
Mstep: Class 12 contains 27214 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 87230 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341152.000000 Penalty: 67085.992188
Iteration 228Q: 20 clusters Score -1.583412e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 281436 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 29526 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 382287 members 
Mstep: Class 7 contains 338344 members 
Mstep: Class 8 contains 260787 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32141 members 
Mstep: Class 12 contains 27646 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 87254 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341056.000000 Penalty: 67085.992188
Iteration 229Q: 20 clusters Score -1.583411e+08 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 281489 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 29511 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 382023 members 
Mstep: Class 7 contains 338391 members 
Mstep: Class 8 contains 260492 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32147 members 
Mstep: Class 12 contains 28101 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 87273 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341024.000000 Penalty: 67085.992188
Iteration 230Q: 20 clusters Score -1.58341e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 281535 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 29507 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 381716 members 
Mstep: Class 7 contains 338457 members 
Mstep: Class 8 contains 260226 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32155 members 
Mstep: Class 12 contains 28547 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 87307 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340832.000000 Penalty: 67085.992188
Iteration 231Q: 20 clusters Score -1.583408e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 281544 members 
Mstep: Class 3 contains 7121 members 
Mstep: Class 4 contains 29506 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 381404 members 
Mstep: Class 7 contains 338505 members 
Mstep: Class 8 contains 259983 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32157 members 
Mstep: Class 12 contains 29027 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 87361 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340640.000000 Penalty: 67085.992188
Iteration 232Q: 20 clusters Score -1.583406e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 281580 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 29502 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 381048 members 
Mstep: Class 7 contains 338550 members 
Mstep: Class 8 contains 259726 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32156 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 87417 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340656.000000 Penalty: 67085.992188
Iteration 233Q: 20 clusters Score -1.583407e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 281614 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 29498 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 380690 members 
Mstep: Class 7 contains 338601 members 
Mstep: Class 8 contains 259439 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32153 members 
Mstep: Class 12 contains 30103 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2127 members 
Mstep: Class 15 contains 87455 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340928.000000 Penalty: 67085.992188
Iteration 234Q: 20 clusters Score -1.583409e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 281627 members 
Mstep: Class 3 contains 7125 members 
Mstep: Class 4 contains 29501 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 380312 members 
Mstep: Class 7 contains 338645 members 
Mstep: Class 8 contains 259165 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32152 members 
Mstep: Class 12 contains 30692 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 87486 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341360.000000 Penalty: 67085.992188
Iteration 235Q: 20 clusters Score -1.583414e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 281582 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 29507 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 379994 members 
Mstep: Class 7 contains 338724 members 
Mstep: Class 8 contains 258871 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32149 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 87520 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341392.000000 Penalty: 67085.992188
Iteration 236Q: 20 clusters Score -1.583414e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 281522 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 29495 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 379646 members 
Mstep: Class 7 contains 338872 members 
Mstep: Class 8 contains 258556 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32146 members 
Mstep: Class 12 contains 31869 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 87558 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341280.000000 Penalty: 67085.992188
Iteration 237Q: 20 clusters Score -1.583413e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 281508 members 
Mstep: Class 3 contains 7129 members 
Mstep: Class 4 contains 29475 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 379261 members 
Mstep: Class 7 contains 338970 members 
Mstep: Class 8 contains 258198 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32153 members 
Mstep: Class 12 contains 32505 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 87613 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341632.000000 Penalty: 67085.992188
Iteration 238Q: 20 clusters Score -1.583416e+08 nChanged 3103
Entering ConstructFrom: 
Score: -158341632.000000 Penalty: 67085.992188
Entering ConstructFrom: 
Trying to split cluster 1 (65337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Entering Unmasked Estep 
Score: -7002042.500000 Penalty: 2749.653809
	Iteration 0F: 2 clusters Score -7002042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -6958207.000000 Penalty: 5499.307617
	Iteration 0F: 3 clusters Score -6958207 nChanged 30373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -6975531.500000 Penalty: 5499.307617
	Iteration 1F: 3 clusters Score -6975532 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -6976454.000000 Penalty: 5499.307617
	Iteration 2Q: 3 clusters Score -6976454 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -6977844.500000 Penalty: 5499.307617
	Iteration 3Q: 3 clusters Score -6977844 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -6979985.000000 Penalty: 5499.307617
	Iteration 4F: 3 clusters Score -6979985 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6983413.000000 Penalty: 5499.307617
	Iteration 5F: 3 clusters Score -6983413 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -6988348.500000 Penalty: 5499.307617
	Iteration 6F: 3 clusters Score -6988348 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -6993322.000000 Penalty: 5499.307617
	Iteration 7F: 3 clusters Score -6993322 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -6996687.500000 Penalty: 5499.307617
	Iteration 8F: 3 clusters Score -6996688 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -6998426.500000 Penalty: 5499.307617
	Iteration 9Q: 3 clusters Score -6998426 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -6999388.500000 Penalty: 5499.307617
	Iteration 10Q: 3 clusters Score -6999388 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -6999766.000000 Penalty: 5499.307617
	Iteration 11Q: 3 clusters Score -6999766 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -6999991.500000 Penalty: 5499.307617
	Iteration 12Q: 3 clusters Score -6999992 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -7000070.500000 Penalty: 5499.307617
	Iteration 13Q: 3 clusters Score -7000070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -7000128.000000 Penalty: 5499.307617
	Iteration 14Q: 3 clusters Score -7000128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -7000171.500000 Penalty: 5499.307617
	Iteration 15Q: 3 clusters Score -7000172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -7000212.500000 Penalty: 5499.307617
	Iteration 16Q: 3 clusters Score -7000212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -7000221.500000 Penalty: 5499.307617
	Iteration 17Q: 3 clusters Score -7000222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -7000233.000000 Penalty: 5499.307617
	Iteration 18Q: 3 clusters Score -7000233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -7000250.500000 Penalty: 5499.307617
	Iteration 19Q: 3 clusters Score -7000250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -7000252.500000 Penalty: 5499.307617
	Iteration 20F: 3 clusters Score -7000252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -7000257.500000 Penalty: 5499.307617
	Iteration 21Q: 3 clusters Score -7000258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -7000276.500000 Penalty: 5499.307617
	Iteration 22Q: 3 clusters Score -7000276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -7000280.000000 Penalty: 5499.307617
	Iteration 23Q: 3 clusters Score -7000280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -7000277.000000 Penalty: 5499.307617
	Iteration 24Q: 3 clusters Score -7000277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -7000272.500000 Penalty: 5499.307617
	Iteration 25Q: 3 clusters Score -7000272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -7000274.500000 Penalty: 5499.307617
	Iteration 26Q: 3 clusters Score -7000274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -7000269.500000 Penalty: 5499.307617
	Iteration 27Q: 3 clusters Score -7000270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -7000266.500000 Penalty: 5499.307617
	Iteration 28Q: 3 clusters Score -7000266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -7000266.500000 Penalty: 5499.307617
	Iteration 29F: 3 clusters Score -7000266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (281580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281580 members 
Entering Unmasked Estep 
Score: -29880682.000000 Penalty: 3111.946777
	Iteration 0F: 2 clusters Score -2.988068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 140712 members 
Entering Unmasked Estep 
Score: -29698708.000000 Penalty: 6223.893555
	Iteration 0F: 3 clusters Score -2.969871e+07 nChanged 135834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -29778526.000000 Penalty: 6223.893555
	Iteration 1F: 3 clusters Score -2.977853e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145015 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -29779970.000000 Penalty: 6223.893555
	Iteration 2Q: 3 clusters Score -2.977997e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
Score: -29782004.000000 Penalty: 6223.893555
	Iteration 3Q: 3 clusters Score -2.9782e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 130013 members 
Entering Unmasked Estep 
Score: -29785168.000000 Penalty: 6223.893555
	Iteration 4Q: 3 clusters Score -2.978517e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -29789054.000000 Penalty: 6223.893555
	Iteration 5Q: 3 clusters Score -2.978905e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -29794304.000000 Penalty: 6223.893555
	Iteration 6Q: 3 clusters Score -2.97943e+07 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176111 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -29801846.000000 Penalty: 6223.893555
	Iteration 7F: 3 clusters Score -2.980185e+07 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189941 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -29811470.000000 Penalty: 6223.893555
	Iteration 8F: 3 clusters Score -2.981147e+07 nChanged 17610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205483 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -29822668.000000 Penalty: 6223.893555
	Iteration 9F: 3 clusters Score -2.982267e+07 nChanged 17429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221332 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -29834846.000000 Penalty: 6223.893555
	Iteration 10F: 3 clusters Score -2.983485e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235438 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -29846208.000000 Penalty: 6223.893555
	Iteration 11F: 3 clusters Score -2.984621e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246286 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -29855586.000000 Penalty: 6223.893555
	Iteration 12Q: 3 clusters Score -2.985559e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253925 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -29861886.000000 Penalty: 6223.893555
	Iteration 13Q: 3 clusters Score -2.986189e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259337 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -29865908.000000 Penalty: 6223.893555
	Iteration 14Q: 3 clusters Score -2.986591e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263413 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -29868840.000000 Penalty: 6223.893555
	Iteration 15Q: 3 clusters Score -2.986884e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266596 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -29870894.000000 Penalty: 6223.893555
	Iteration 16Q: 3 clusters Score -2.987089e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269150 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -29872480.000000 Penalty: 6223.893555
	Iteration 17Q: 3 clusters Score -2.987248e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271165 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -29873666.000000 Penalty: 6223.893555
	Iteration 18Q: 3 clusters Score -2.987367e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272799 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -29874576.000000 Penalty: 6223.893555
	Iteration 19Q: 3 clusters Score -2.987458e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274064 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -29875312.000000 Penalty: 6223.893555
	Iteration 20F: 3 clusters Score -2.987531e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275084 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -29875812.000000 Penalty: 6223.893555
	Iteration 21Q: 3 clusters Score -2.987581e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275929 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -29876260.000000 Penalty: 6223.893555
	Iteration 22Q: 3 clusters Score -2.987626e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276598 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -29876560.000000 Penalty: 6223.893555
	Iteration 23Q: 3 clusters Score -2.987656e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277120 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -29876834.000000 Penalty: 6223.893555
	Iteration 24Q: 3 clusters Score -2.987683e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277565 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -29877084.000000 Penalty: 6223.893555
	Iteration 25Q: 3 clusters Score -2.987708e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277906 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -29877258.000000 Penalty: 6223.893555
	Iteration 26Q: 3 clusters Score -2.987726e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278176 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -29877466.000000 Penalty: 6223.893555
	Iteration 27Q: 3 clusters Score -2.987747e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278415 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -29877590.000000 Penalty: 6223.893555
	Iteration 28Q: 3 clusters Score -2.987759e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278606 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -29877678.000000 Penalty: 6223.893555
	Iteration 29Q: 3 clusters Score -2.987768e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278751 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -29877742.000000 Penalty: 6223.893555
	Iteration 30Q: 3 clusters Score -2.987774e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278858 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -29877808.000000 Penalty: 6223.893555
	Iteration 31Q: 3 clusters Score -2.987781e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278952 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -29877828.000000 Penalty: 6223.893555
	Iteration 32Q: 3 clusters Score -2.987783e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279044 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -29877856.000000 Penalty: 6223.893555
	Iteration 33Q: 3 clusters Score -2.987786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279108 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -29877900.000000 Penalty: 6223.893555
	Iteration 34Q: 3 clusters Score -2.98779e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279169 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -29877916.000000 Penalty: 6223.893555
	Iteration 35Q: 3 clusters Score -2.987792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279213 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -29877914.000000 Penalty: 6223.893555
	Iteration 36Q: 3 clusters Score -2.987791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279240 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -29877948.000000 Penalty: 6223.893555
	Iteration 37Q: 3 clusters Score -2.987795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279255 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -29877956.000000 Penalty: 6223.893555
	Iteration 38Q: 3 clusters Score -2.987796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279271 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -29877956.000000 Penalty: 6223.893555
	Iteration 39Q: 3 clusters Score -2.987796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279288 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -29877974.000000 Penalty: 6223.893555
	Iteration 40F: 3 clusters Score -2.987797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279308 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -29877978.000000 Penalty: 6223.893555
	Iteration 41Q: 3 clusters Score -2.987798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279332 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -29877952.000000 Penalty: 6223.893555
	Iteration 42Q: 3 clusters Score -2.987795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279344 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -29877970.000000 Penalty: 6223.893555
	Iteration 43Q: 3 clusters Score -2.987797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279350 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -29877962.000000 Penalty: 6223.893555
	Iteration 44Q: 3 clusters Score -2.987796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279360 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -29877974.000000 Penalty: 6223.893555
	Iteration 45Q: 3 clusters Score -2.987797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279373 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -29877964.000000 Penalty: 6223.893555
	Iteration 46Q: 3 clusters Score -2.987796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279386 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -29877964.000000 Penalty: 6223.893555
	Iteration 47Q: 3 clusters Score -2.987796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279393 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -29877960.000000 Penalty: 6223.893555
	Iteration 48Q: 3 clusters Score -2.987796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279398 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -29877958.000000 Penalty: 6223.893555
	Iteration 49Q: 3 clusters Score -2.987796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279408 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -29877992.000000 Penalty: 6223.893555
	Iteration 50Q: 3 clusters Score -2.987799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279415 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -29877980.000000 Penalty: 6223.893555
	Iteration 51Q: 3 clusters Score -2.987798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279422 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -29877976.000000 Penalty: 6223.893555
	Iteration 52Q: 3 clusters Score -2.987798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279433 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -29877978.000000 Penalty: 6223.893555
	Iteration 53Q: 3 clusters Score -2.987798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279438 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -29877990.000000 Penalty: 6223.893555
	Iteration 54Q: 3 clusters Score -2.987799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279438 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -29878002.000000 Penalty: 6223.893555
	Iteration 55Q: 3 clusters Score -2.9878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279439 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -29878002.000000 Penalty: 6223.893555
	Iteration 56Q: 3 clusters Score -2.9878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279439 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -29877984.000000 Penalty: 6223.893555
	Iteration 57Q: 3 clusters Score -2.987798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279440 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -29878002.000000 Penalty: 6223.893555
	Iteration 58Q: 3 clusters Score -2.9878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279441 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -29878002.000000 Penalty: 6223.893555
	Iteration 59Q: 3 clusters Score -2.9878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279443 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -29878010.000000 Penalty: 6223.893555
	Iteration 60F: 3 clusters Score -2.987801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279445 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -29877986.000000 Penalty: 6223.893555
	Iteration 61Q: 3 clusters Score -2.987799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279446 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -29877992.000000 Penalty: 6223.893555
	Iteration 62Q: 3 clusters Score -2.987799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279446 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -29877992.000000 Penalty: 6223.893555
	Iteration 63F: 3 clusters Score -2.987799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -712683.250000 Penalty: 2200.272461
	Iteration 0F: 2 clusters Score -712683.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -706809.750000 Penalty: 4400.544922
	Iteration 0F: 3 clusters Score -706809.8 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -708269.500000 Penalty: 4400.544922
	Iteration 1F: 3 clusters Score -708269.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -708529.625000 Penalty: 4400.544922
	Iteration 2F: 3 clusters Score -708529.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -708703.500000 Penalty: 4400.544922
	Iteration 3F: 3 clusters Score -708703.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -708834.687500 Penalty: 4400.544922
	Iteration 4Q: 3 clusters Score -708834.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -709007.062500 Penalty: 4400.544922
	Iteration 5Q: 3 clusters Score -709007.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -709207.000000 Penalty: 4400.544922
	Iteration 6Q: 3 clusters Score -709207 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -709450.750000 Penalty: 4400.544922
	Iteration 7Q: 3 clusters Score -709450.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -709645.000000 Penalty: 4400.544922
	Iteration 8Q: 3 clusters Score -709645 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -709831.187500 Penalty: 4400.544922
	Iteration 9Q: 3 clusters Score -709831.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -709987.500000 Penalty: 4400.544922
	Iteration 10Q: 3 clusters Score -709987.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -710121.062500 Penalty: 4400.544922
	Iteration 11Q: 3 clusters Score -710121.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -710263.562500 Penalty: 4400.544922
	Iteration 12Q: 3 clusters Score -710263.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -710392.687500 Penalty: 4400.544922
	Iteration 13Q: 3 clusters Score -710392.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -710513.812500 Penalty: 4400.544922
	Iteration 14Q: 3 clusters Score -710513.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -710620.312500 Penalty: 4400.544922
	Iteration 15Q: 3 clusters Score -710620.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -710717.500000 Penalty: 4400.544922
	Iteration 16Q: 3 clusters Score -710717.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -710787.062500 Penalty: 4400.544922
	Iteration 17Q: 3 clusters Score -710787.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -710842.187500 Penalty: 4400.544922
	Iteration 18Q: 3 clusters Score -710842.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -710895.937500 Penalty: 4400.544922
	Iteration 19Q: 3 clusters Score -710895.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -710941.250000 Penalty: 4400.544922
	Iteration 20F: 3 clusters Score -710941.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -710976.125000 Penalty: 4400.544922
	Iteration 21Q: 3 clusters Score -710976.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -711001.125000 Penalty: 4400.544922
	Iteration 22Q: 3 clusters Score -711001.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -711025.437500 Penalty: 4400.544922
	Iteration 23Q: 3 clusters Score -711025.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -711050.500000 Penalty: 4400.544922
	Iteration 24Q: 3 clusters Score -711050.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -711070.937500 Penalty: 4400.544922
	Iteration 25Q: 3 clusters Score -711070.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -711094.062500 Penalty: 4400.544922
	Iteration 26Q: 3 clusters Score -711094.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -711111.187500 Penalty: 4400.544922
	Iteration 27Q: 3 clusters Score -711111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -711130.875000 Penalty: 4400.544922
	Iteration 28Q: 3 clusters Score -711130.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -711150.437500 Penalty: 4400.544922
	Iteration 29Q: 3 clusters Score -711150.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -711169.687500 Penalty: 4400.544922
	Iteration 30Q: 3 clusters Score -711169.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -711186.812500 Penalty: 4400.544922
	Iteration 31Q: 3 clusters Score -711186.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711205.812500 Penalty: 4400.544922
	Iteration 32Q: 3 clusters Score -711205.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -711220.625000 Penalty: 4400.544922
	Iteration 33Q: 3 clusters Score -711220.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -711234.125000 Penalty: 4400.544922
	Iteration 34Q: 3 clusters Score -711234.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -711244.062500 Penalty: 4400.544922
	Iteration 35Q: 3 clusters Score -711244.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -711257.250000 Penalty: 4400.544922
	Iteration 36Q: 3 clusters Score -711257.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -711272.375000 Penalty: 4400.544922
	Iteration 37Q: 3 clusters Score -711272.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -711288.250000 Penalty: 4400.544922
	Iteration 38Q: 3 clusters Score -711288.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -711314.375000 Penalty: 4400.544922
	Iteration 39Q: 3 clusters Score -711314.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -711331.750000 Penalty: 4400.544922
	Iteration 40F: 3 clusters Score -711331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -711343.250000 Penalty: 4400.544922
	Iteration 41Q: 3 clusters Score -711343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -711355.500000 Penalty: 4400.544922
	Iteration 42Q: 3 clusters Score -711355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -711363.375000 Penalty: 4400.544922
	Iteration 43Q: 3 clusters Score -711363.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -711377.062500 Penalty: 4400.544922
	Iteration 44Q: 3 clusters Score -711377.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -711386.125000 Penalty: 4400.544922
	Iteration 45Q: 3 clusters Score -711386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -711397.875000 Penalty: 4400.544922
	Iteration 46Q: 3 clusters Score -711397.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -711410.562500 Penalty: 4400.544922
	Iteration 47Q: 3 clusters Score -711410.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -711429.187500 Penalty: 4400.544922
	Iteration 48Q: 3 clusters Score -711429.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -711446.000000 Penalty: 4400.544922
	Iteration 49Q: 3 clusters Score -711446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -711465.125000 Penalty: 4400.544922
	Iteration 50Q: 3 clusters Score -711465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -711474.062500 Penalty: 4400.544922
	Iteration 51Q: 3 clusters Score -711474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -711476.687500 Penalty: 4400.544922
	Iteration 52Q: 3 clusters Score -711476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -711481.375000 Penalty: 4400.544922
	Iteration 53Q: 3 clusters Score -711481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -711487.375000 Penalty: 4400.544922
	Iteration 54Q: 3 clusters Score -711487.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -711489.375000 Penalty: 4400.544922
	Iteration 55Q: 3 clusters Score -711489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -711491.812500 Penalty: 4400.544922
	Iteration 56Q: 3 clusters Score -711491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -711494.437500 Penalty: 4400.544922
	Iteration 57Q: 3 clusters Score -711494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -711493.875000 Penalty: 4400.544922
	Iteration 58Q: 3 clusters Score -711493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -711496.500000 Penalty: 4400.544922
	Iteration 59Q: 3 clusters Score -711496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -711503.375000 Penalty: 4400.544922
	Iteration 60F: 3 clusters Score -711503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -711503.562500 Penalty: 4400.544922
	Iteration 61Q: 3 clusters Score -711503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -711504.312500 Penalty: 4400.544922
	Iteration 62Q: 3 clusters Score -711504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -711504.312500 Penalty: 4400.544922
	Iteration 63F: 3 clusters Score -711504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Entering Unmasked Estep 
Score: -3179873.750000 Penalty: 2552.073486
	Iteration 0F: 2 clusters Score -3179874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3159539.250000 Penalty: 5104.146973
	Iteration 0F: 3 clusters Score -3159539 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3166781.500000 Penalty: 5104.146973
	Iteration 1F: 3 clusters Score -3166782 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3167221.750000 Penalty: 5104.146973
	Iteration 2Q: 3 clusters Score -3167222 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3167690.500000 Penalty: 5104.146973
	Iteration 3Q: 3 clusters Score -3167690 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3168212.500000 Penalty: 5104.146973
	Iteration 4Q: 3 clusters Score -3168212 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3168892.250000 Penalty: 5104.146973
	Iteration 5Q: 3 clusters Score -3168892 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3169773.250000 Penalty: 5104.146973
	Iteration 6F: 3 clusters Score -3169773 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3170942.500000 Penalty: 5104.146973
	Iteration 7F: 3 clusters Score -3170942 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3172359.000000 Penalty: 5104.146973
	Iteration 8F: 3 clusters Score -3172359 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3173876.500000 Penalty: 5104.146973
	Iteration 9F: 3 clusters Score -3173876 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3175215.250000 Penalty: 5104.146973
	Iteration 10F: 3 clusters Score -3175215 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3176036.500000 Penalty: 5104.146973
	Iteration 11Q: 3 clusters Score -3176036 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3176502.500000 Penalty: 5104.146973
	Iteration 12Q: 3 clusters Score -3176502 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3176752.000000 Penalty: 5104.146973
	Iteration 13Q: 3 clusters Score -3176752 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3176887.500000 Penalty: 5104.146973
	Iteration 14Q: 3 clusters Score -3176888 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3177037.000000 Penalty: 5104.146973
	Iteration 15Q: 3 clusters Score -3177037 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3177125.250000 Penalty: 5104.146973
	Iteration 16Q: 3 clusters Score -3177125 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3177197.750000 Penalty: 5104.146973
	Iteration 17Q: 3 clusters Score -3177198 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3177266.000000 Penalty: 5104.146973
	Iteration 18Q: 3 clusters Score -3177266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3177331.750000 Penalty: 5104.146973
	Iteration 19Q: 3 clusters Score -3177332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3177401.750000 Penalty: 5104.146973
	Iteration 20F: 3 clusters Score -3177402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3177464.250000 Penalty: 5104.146973
	Iteration 21Q: 3 clusters Score -3177464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3177516.000000 Penalty: 5104.146973
	Iteration 22Q: 3 clusters Score -3177516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3177547.000000 Penalty: 5104.146973
	Iteration 23Q: 3 clusters Score -3177547 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3177586.000000 Penalty: 5104.146973
	Iteration 24Q: 3 clusters Score -3177586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3177606.000000 Penalty: 5104.146973
	Iteration 25Q: 3 clusters Score -3177606 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3177656.500000 Penalty: 5104.146973
	Iteration 26Q: 3 clusters Score -3177656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3177691.500000 Penalty: 5104.146973
	Iteration 27Q: 3 clusters Score -3177692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3177709.500000 Penalty: 5104.146973
	Iteration 28Q: 3 clusters Score -3177710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3177757.750000 Penalty: 5104.146973
	Iteration 29Q: 3 clusters Score -3177758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3177766.500000 Penalty: 5104.146973
	Iteration 30Q: 3 clusters Score -3177766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3177785.750000 Penalty: 5104.146973
	Iteration 31Q: 3 clusters Score -3177786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3177807.000000 Penalty: 5104.146973
	Iteration 32Q: 3 clusters Score -3177807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3177835.500000 Penalty: 5104.146973
	Iteration 33Q: 3 clusters Score -3177836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3177874.250000 Penalty: 5104.146973
	Iteration 34Q: 3 clusters Score -3177874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3177894.750000 Penalty: 5104.146973
	Iteration 35Q: 3 clusters Score -3177895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3177909.500000 Penalty: 5104.146973
	Iteration 36Q: 3 clusters Score -3177910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3177935.750000 Penalty: 5104.146973
	Iteration 37Q: 3 clusters Score -3177936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3177945.750000 Penalty: 5104.146973
	Iteration 38Q: 3 clusters Score -3177946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3177960.000000 Penalty: 5104.146973
	Iteration 39Q: 3 clusters Score -3177960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3177974.000000 Penalty: 5104.146973
	Iteration 40F: 3 clusters Score -3177974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3177991.500000 Penalty: 5104.146973
	Iteration 41Q: 3 clusters Score -3177992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3178006.750000 Penalty: 5104.146973
	Iteration 42Q: 3 clusters Score -3178007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3178009.000000 Penalty: 5104.146973
	Iteration 43Q: 3 clusters Score -3178009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3178016.000000 Penalty: 5104.146973
	Iteration 44Q: 3 clusters Score -3178016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3178021.000000 Penalty: 5104.146973
	Iteration 45Q: 3 clusters Score -3178021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3178035.250000 Penalty: 5104.146973
	Iteration 46Q: 3 clusters Score -3178035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3178040.250000 Penalty: 5104.146973
	Iteration 47Q: 3 clusters Score -3178040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3178039.500000 Penalty: 5104.146973
	Iteration 48Q: 3 clusters Score -3178040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3178036.000000 Penalty: 5104.146973
	Iteration 49Q: 3 clusters Score -3178036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3178044.000000 Penalty: 5104.146973
	Iteration 50Q: 3 clusters Score -3178044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3178043.000000 Penalty: 5104.146973
	Iteration 51Q: 3 clusters Score -3178043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3178050.000000 Penalty: 5104.146973
	Iteration 52Q: 3 clusters Score -3178050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3178056.750000 Penalty: 5104.146973
	Iteration 53Q: 3 clusters Score -3178057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3178060.000000 Penalty: 5104.146973
	Iteration 54Q: 3 clusters Score -3178060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3178060.000000 Penalty: 5104.146973
	Iteration 55Q: 3 clusters Score -3178060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3178066.000000 Penalty: 5104.146973
	Iteration 56Q: 3 clusters Score -3178066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3178060.000000 Penalty: 5104.146973
	Iteration 57Q: 3 clusters Score -3178060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3178062.750000 Penalty: 5104.146973
	Iteration 58Q: 3 clusters Score -3178063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3178065.250000 Penalty: 5104.146973
	Iteration 59Q: 3 clusters Score -3178065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3178067.250000 Penalty: 5104.146973
	Iteration 60F: 3 clusters Score -3178067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3178066.250000 Penalty: 5104.146973
	Iteration 61Q: 3 clusters Score -3178066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3178073.750000 Penalty: 5104.146973
	Iteration 62Q: 3 clusters Score -3178074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3178073.500000 Penalty: 5104.146973
	Iteration 63Q: 3 clusters Score -3178074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3178069.500000 Penalty: 5104.146973
	Iteration 64Q: 3 clusters Score -3178070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3178070.250000 Penalty: 5104.146973
	Iteration 65Q: 3 clusters Score -3178070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3178073.750000 Penalty: 5104.146973
	Iteration 66Q: 3 clusters Score -3178074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3178073.500000 Penalty: 5104.146973
	Iteration 67Q: 3 clusters Score -3178074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3178075.750000 Penalty: 5104.146973
	Iteration 68Q: 3 clusters Score -3178076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3178074.250000 Penalty: 5104.146973
	Iteration 69Q: 3 clusters Score -3178074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3178082.750000 Penalty: 5104.146973
	Iteration 70Q: 3 clusters Score -3178083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3178091.000000 Penalty: 5104.146973
	Iteration 71Q: 3 clusters Score -3178091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3178082.500000 Penalty: 5104.146973
	Iteration 72Q: 3 clusters Score -3178082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3178090.500000 Penalty: 5104.146973
	Iteration 73Q: 3 clusters Score -3178090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3178092.500000 Penalty: 5104.146973
	Iteration 74Q: 3 clusters Score -3178092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3178091.750000 Penalty: 5104.146973
	Iteration 75Q: 3 clusters Score -3178092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3178090.500000 Penalty: 5104.146973
	Iteration 76Q: 3 clusters Score -3178090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3178090.500000 Penalty: 5104.146973
	Iteration 77F: 3 clusters Score -3178090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -223110.156250 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -223110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220387.484375 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -220387.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -220937.750000 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -220937.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -221133.312500 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -221133.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -221277.328125 Penalty: 3809.367188
	Iteration 3F: 3 clusters Score -221277.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -221399.953125 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -221400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -221502.265625 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -221502.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -221635.359375 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -221635.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -221778.125000 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -221778.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -221907.781250 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -221907.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -222024.250000 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -222024.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -222107.890625 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -222107.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -222172.031250 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -222172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -222224.250000 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -222224.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -222269.296875 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -222269.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -222308.265625 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -222308.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -222361.671875 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -222361.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -222417.125000 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -222417.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -222448.687500 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -222448.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -222466.984375 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -222467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -222474.953125 Penalty: 3809.367188
	Iteration 19Q: 3 clusters Score -222475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -222488.562500 Penalty: 3809.367188
	Iteration 20F: 3 clusters Score -222488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -222499.359375 Penalty: 3809.367188
	Iteration 21Q: 3 clusters Score -222499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -222508.937500 Penalty: 3809.367188
	Iteration 22Q: 3 clusters Score -222508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -222515.671875 Penalty: 3809.367188
	Iteration 23Q: 3 clusters Score -222515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -222521.156250 Penalty: 3809.367188
	Iteration 24Q: 3 clusters Score -222521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -222525.703125 Penalty: 3809.367188
	Iteration 25Q: 3 clusters Score -222525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -222527.703125 Penalty: 3809.367188
	Iteration 26Q: 3 clusters Score -222527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -222528.421875 Penalty: 3809.367188
	Iteration 27Q: 3 clusters Score -222528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -222528.421875 Penalty: 3809.367188
	Iteration 28F: 3 clusters Score -222528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (378723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378723 members 
Entering Unmasked Estep 
Score: -40050672.000000 Penalty: 3185.450928
	Iteration 0F: 2 clusters Score -4.005067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189949 members 
Mstep: Class 2 contains 188774 members 
Entering Unmasked Estep 
Score: -39813548.000000 Penalty: 6370.901855
	Iteration 0F: 3 clusters Score -3.981355e+07 nChanged 184133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208296 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -39924128.000000 Penalty: 6370.901855
	Iteration 1F: 3 clusters Score -3.992413e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219126 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -39927592.000000 Penalty: 6370.901855
	Iteration 2Q: 3 clusters Score -3.992759e+07 nChanged 17382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235564 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -39933932.000000 Penalty: 6370.901855
	Iteration 3Q: 3 clusters Score -3.993393e+07 nChanged 24008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259282 members 
Mstep: Class 2 contains 119441 members 
Entering Unmasked Estep 
Score: -39947356.000000 Penalty: 6370.901855
	Iteration 4F: 3 clusters Score -3.994736e+07 nChanged 31816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291044 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -39971664.000000 Penalty: 6370.901855
	Iteration 5F: 3 clusters Score -3.997166e+07 nChanged 35620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326662 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -40004856.000000 Penalty: 6370.901855
	Iteration 6F: 3 clusters Score -4.000486e+07 nChanged 29315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355977 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -40029384.000000 Penalty: 6370.901855
	Iteration 7F: 3 clusters Score -4.002938e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371076 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -40041620.000000 Penalty: 6370.901855
	Iteration 8Q: 3 clusters Score -4.004162e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376475 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -40045892.000000 Penalty: 6370.901855
	Iteration 9Q: 3 clusters Score -4.004589e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377954 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -40047212.000000 Penalty: 6370.901855
	Iteration 10Q: 3 clusters Score -4.004721e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378335 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40047544.000000 Penalty: 6370.901855
	Iteration 11Q: 3 clusters Score -4.004754e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378414 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40047708.000000 Penalty: 6370.901855
	Iteration 12Q: 3 clusters Score -4.004771e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378448 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40047760.000000 Penalty: 6370.901855
	Iteration 13Q: 3 clusters Score -4.004776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378466 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40047768.000000 Penalty: 6370.901855
	Iteration 14Q: 3 clusters Score -4.004777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378468 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40047804.000000 Penalty: 6370.901855
	Iteration 15Q: 3 clusters Score -4.00478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378476 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40047828.000000 Penalty: 6370.901855
	Iteration 16Q: 3 clusters Score -4.004783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378483 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40047844.000000 Penalty: 6370.901855
	Iteration 17Q: 3 clusters Score -4.004784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378480 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40047856.000000 Penalty: 6370.901855
	Iteration 18Q: 3 clusters Score -4.004786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378479 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40047868.000000 Penalty: 6370.901855
	Iteration 19Q: 3 clusters Score -4.004787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378479 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40047868.000000 Penalty: 6370.901855
	Iteration 20F: 3 clusters Score -4.004787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (339140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339140 members 
Entering Unmasked Estep 
Score: -36014132.000000 Penalty: 3158.073730
	Iteration 0F: 2 clusters Score -3.601413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -35797548.000000 Penalty: 6316.147461
	Iteration 0F: 3 clusters Score -3.579755e+07 nChanged 164670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -35894796.000000 Penalty: 6316.147461
	Iteration 1F: 3 clusters Score -3.58948e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 171950 members 
Entering Unmasked Estep 
Score: -35896320.000000 Penalty: 6316.147461
	Iteration 2Q: 3 clusters Score -3.589632e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 173045 members 
Entering Unmasked Estep 
Score: -35897564.000000 Penalty: 6316.147461
	Iteration 3Q: 3 clusters Score -3.589756e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 174693 members 
Entering Unmasked Estep 
Score: -35899600.000000 Penalty: 6316.147461
	Iteration 4Q: 3 clusters Score -3.58996e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161932 members 
Mstep: Class 2 contains 177208 members 
Entering Unmasked Estep 
Score: -35902168.000000 Penalty: 6316.147461
	Iteration 5Q: 3 clusters Score -3.590217e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -35905692.000000 Penalty: 6316.147461
	Iteration 6Q: 3 clusters Score -3.590569e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 186774 members 
Entering Unmasked Estep 
Score: -35910520.000000 Penalty: 6316.147461
	Iteration 7Q: 3 clusters Score -3.591052e+07 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143895 members 
Mstep: Class 2 contains 195245 members 
Entering Unmasked Estep 
Score: -35918828.000000 Penalty: 6316.147461
	Iteration 8Q: 3 clusters Score -3.591883e+07 nChanged 19830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 206523 members 
Entering Unmasked Estep 
Score: -35932384.000000 Penalty: 6316.147461
	Iteration 9F: 3 clusters Score -3.593238e+07 nChanged 21975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119964 members 
Mstep: Class 2 contains 219176 members 
Entering Unmasked Estep 
Score: -35950240.000000 Penalty: 6316.147461
	Iteration 10F: 3 clusters Score -3.595024e+07 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 230425 members 
Entering Unmasked Estep 
Score: -35967708.000000 Penalty: 6316.147461
	Iteration 11F: 3 clusters Score -3.596771e+07 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 238441 members 
Entering Unmasked Estep 
Score: -35978068.000000 Penalty: 6316.147461
	Iteration 12Q: 3 clusters Score -3.597807e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 244747 members 
Entering Unmasked Estep 
Score: -35982588.000000 Penalty: 6316.147461
	Iteration 13Q: 3 clusters Score -3.598259e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 250255 members 
Entering Unmasked Estep 
Score: -35985464.000000 Penalty: 6316.147461
	Iteration 14Q: 3 clusters Score -3.598546e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 255234 members 
Entering Unmasked Estep 
Score: -35987976.000000 Penalty: 6316.147461
	Iteration 15Q: 3 clusters Score -3.598798e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 259778 members 
Entering Unmasked Estep 
Score: -35990328.000000 Penalty: 6316.147461
	Iteration 16Q: 3 clusters Score -3.599033e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 263750 members 
Entering Unmasked Estep 
Score: -35992128.000000 Penalty: 6316.147461
	Iteration 17Q: 3 clusters Score -3.599213e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 267168 members 
Entering Unmasked Estep 
Score: -35993804.000000 Penalty: 6316.147461
	Iteration 18Q: 3 clusters Score -3.59938e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 270321 members 
Entering Unmasked Estep 
Score: -35995096.000000 Penalty: 6316.147461
	Iteration 19Q: 3 clusters Score -3.59951e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 273214 members 
Entering Unmasked Estep 
Score: -35996356.000000 Penalty: 6316.147461
	Iteration 20F: 3 clusters Score -3.599636e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 275850 members 
Entering Unmasked Estep 
Score: -35997436.000000 Penalty: 6316.147461
	Iteration 21Q: 3 clusters Score -3.599744e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 278296 members 
Entering Unmasked Estep 
Score: -35998228.000000 Penalty: 6316.147461
	Iteration 22Q: 3 clusters Score -3.599823e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 280583 members 
Entering Unmasked Estep 
Score: -35998968.000000 Penalty: 6316.147461
	Iteration 23Q: 3 clusters Score -3.599897e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 282788 members 
Entering Unmasked Estep 
Score: -35999660.000000 Penalty: 6316.147461
	Iteration 24Q: 3 clusters Score -3.599966e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 284984 members 
Entering Unmasked Estep 
Score: -36000128.000000 Penalty: 6316.147461
	Iteration 25Q: 3 clusters Score -3.600013e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 287136 members 
Entering Unmasked Estep 
Score: -36000568.000000 Penalty: 6316.147461
	Iteration 26Q: 3 clusters Score -3.600057e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 289288 members 
Entering Unmasked Estep 
Score: -36001236.000000 Penalty: 6316.147461
	Iteration 27Q: 3 clusters Score -3.600124e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 291392 members 
Entering Unmasked Estep 
Score: -36001724.000000 Penalty: 6316.147461
	Iteration 28Q: 3 clusters Score -3.600172e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 293517 members 
Entering Unmasked Estep 
Score: -36002180.000000 Penalty: 6316.147461
	Iteration 29Q: 3 clusters Score -3.600218e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 295667 members 
Entering Unmasked Estep 
Score: -36002644.000000 Penalty: 6316.147461
	Iteration 30Q: 3 clusters Score -3.600264e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 297808 members 
Entering Unmasked Estep 
Score: -36003248.000000 Penalty: 6316.147461
	Iteration 31Q: 3 clusters Score -3.600325e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 300018 members 
Entering Unmasked Estep 
Score: -36003784.000000 Penalty: 6316.147461
	Iteration 32Q: 3 clusters Score -3.600378e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 302296 members 
Entering Unmasked Estep 
Score: -36004392.000000 Penalty: 6316.147461
	Iteration 33Q: 3 clusters Score -3.600439e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 304610 members 
Entering Unmasked Estep 
Score: -36004980.000000 Penalty: 6316.147461
	Iteration 34Q: 3 clusters Score -3.600498e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 306959 members 
Entering Unmasked Estep 
Score: -36005800.000000 Penalty: 6316.147461
	Iteration 35Q: 3 clusters Score -3.60058e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 309367 members 
Entering Unmasked Estep 
Score: -36006492.000000 Penalty: 6316.147461
	Iteration 36Q: 3 clusters Score -3.600649e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 311785 members 
Entering Unmasked Estep 
Score: -36007232.000000 Penalty: 6316.147461
	Iteration 37Q: 3 clusters Score -3.600723e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 314206 members 
Entering Unmasked Estep 
Score: -36008092.000000 Penalty: 6316.147461
	Iteration 38Q: 3 clusters Score -3.600809e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 316531 members 
Entering Unmasked Estep 
Score: -36008928.000000 Penalty: 6316.147461
	Iteration 39Q: 3 clusters Score -3.600893e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 318745 members 
Entering Unmasked Estep 
Score: -36009652.000000 Penalty: 6316.147461
	Iteration 40F: 3 clusters Score -3.600965e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 320890 members 
Entering Unmasked Estep 
Score: -36010324.000000 Penalty: 6316.147461
	Iteration 41Q: 3 clusters Score -3.601032e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 322881 members 
Entering Unmasked Estep 
Score: -36010916.000000 Penalty: 6316.147461
	Iteration 42Q: 3 clusters Score -3.601092e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 324726 members 
Entering Unmasked Estep 
Score: -36011332.000000 Penalty: 6316.147461
	Iteration 43Q: 3 clusters Score -3.601133e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 326370 members 
Entering Unmasked Estep 
Score: -36011772.000000 Penalty: 6316.147461
	Iteration 44Q: 3 clusters Score -3.601177e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 327820 members 
Entering Unmasked Estep 
Score: -36012028.000000 Penalty: 6316.147461
	Iteration 45Q: 3 clusters Score -3.601203e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 329076 members 
Entering Unmasked Estep 
Score: -36012320.000000 Penalty: 6316.147461
	Iteration 46Q: 3 clusters Score -3.601232e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 330192 members 
Entering Unmasked Estep 
Score: -36012476.000000 Penalty: 6316.147461
	Iteration 47Q: 3 clusters Score -3.601248e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 331166 members 
Entering Unmasked Estep 
Score: -36012560.000000 Penalty: 6316.147461
	Iteration 48Q: 3 clusters Score -3.601256e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 332005 members 
Entering Unmasked Estep 
Score: -36012736.000000 Penalty: 6316.147461
	Iteration 49Q: 3 clusters Score -3.601274e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 332722 members 
Entering Unmasked Estep 
Score: -36012724.000000 Penalty: 6316.147461
	Iteration 50Q: 3 clusters Score -3.601272e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 333351 members 
Entering Unmasked Estep 
Score: -36012652.000000 Penalty: 6316.147461
	Iteration 51Q: 3 clusters Score -3.601265e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 333893 members 
Entering Unmasked Estep 
Score: -36012704.000000 Penalty: 6316.147461
	Iteration 52Q: 3 clusters Score -3.60127e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 334346 members 
Entering Unmasked Estep 
Score: -36012720.000000 Penalty: 6316.147461
	Iteration 53Q: 3 clusters Score -3.601272e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 334754 members 
Entering Unmasked Estep 
Score: -36012832.000000 Penalty: 6316.147461
	Iteration 54Q: 3 clusters Score -3.601283e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 335063 members 
Entering Unmasked Estep 
Score: -36012724.000000 Penalty: 6316.147461
	Iteration 55Q: 3 clusters Score -3.601272e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 335342 members 
Entering Unmasked Estep 
Score: -36012816.000000 Penalty: 6316.147461
	Iteration 56Q: 3 clusters Score -3.601282e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 335575 members 
Entering Unmasked Estep 
Score: -36012756.000000 Penalty: 6316.147461
	Iteration 57Q: 3 clusters Score -3.601276e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 335779 members 
Entering Unmasked Estep 
Score: -36012792.000000 Penalty: 6316.147461
	Iteration 58Q: 3 clusters Score -3.601279e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 335963 members 
Entering Unmasked Estep 
Score: -36012828.000000 Penalty: 6316.147461
	Iteration 59Q: 3 clusters Score -3.601283e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 336102 members 
Entering Unmasked Estep 
Score: -36012864.000000 Penalty: 6316.147461
	Iteration 60F: 3 clusters Score -3.601286e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 336219 members 
Entering Unmasked Estep 
Score: -36012844.000000 Penalty: 6316.147461
	Iteration 61Q: 3 clusters Score -3.601284e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 336314 members 
Entering Unmasked Estep 
Score: -36012876.000000 Penalty: 6316.147461
	Iteration 62Q: 3 clusters Score -3.601288e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 336376 members 
Entering Unmasked Estep 
Score: -36012884.000000 Penalty: 6316.147461
	Iteration 63Q: 3 clusters Score -3.601288e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 336442 members 
Entering Unmasked Estep 
Score: -36012860.000000 Penalty: 6316.147461
	Iteration 64Q: 3 clusters Score -3.601286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 336498 members 
Entering Unmasked Estep 
Score: -36012860.000000 Penalty: 6316.147461
	Iteration 65Q: 3 clusters Score -3.601286e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 336554 members 
Entering Unmasked Estep 
Score: -36012844.000000 Penalty: 6316.147461
	Iteration 66Q: 3 clusters Score -3.601284e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 336593 members 
Entering Unmasked Estep 
Score: -36012864.000000 Penalty: 6316.147461
	Iteration 67Q: 3 clusters Score -3.601286e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 336632 members 
Entering Unmasked Estep 
Score: -36012920.000000 Penalty: 6316.147461
	Iteration 68Q: 3 clusters Score -3.601292e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 336672 members 
Entering Unmasked Estep 
Score: -36012956.000000 Penalty: 6316.147461
	Iteration 69Q: 3 clusters Score -3.601296e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 336695 members 
Entering Unmasked Estep 
Score: -36012936.000000 Penalty: 6316.147461
	Iteration 70Q: 3 clusters Score -3.601294e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 336713 members 
Entering Unmasked Estep 
Score: -36012960.000000 Penalty: 6316.147461
	Iteration 71Q: 3 clusters Score -3.601296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 336727 members 
Entering Unmasked Estep 
Score: -36012948.000000 Penalty: 6316.147461
	Iteration 72Q: 3 clusters Score -3.601295e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 336732 members 
Entering Unmasked Estep 
Score: -36012968.000000 Penalty: 6316.147461
	Iteration 73Q: 3 clusters Score -3.601297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 336741 members 
Entering Unmasked Estep 
Score: -36012932.000000 Penalty: 6316.147461
	Iteration 74Q: 3 clusters Score -3.601293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 336754 members 
Entering Unmasked Estep 
Score: -36012952.000000 Penalty: 6316.147461
	Iteration 75Q: 3 clusters Score -3.601295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 336767 members 
Entering Unmasked Estep 
Score: -36012948.000000 Penalty: 6316.147461
	Iteration 76Q: 3 clusters Score -3.601295e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 336772 members 
Entering Unmasked Estep 
Score: -36012960.000000 Penalty: 6316.147461
	Iteration 77Q: 3 clusters Score -3.601296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 336768 members 
Entering Unmasked Estep 
Score: -36012956.000000 Penalty: 6316.147461
	Iteration 78Q: 3 clusters Score -3.601296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 336775 members 
Entering Unmasked Estep 
Score: -36012976.000000 Penalty: 6316.147461
	Iteration 79Q: 3 clusters Score -3.601298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 336790 members 
Entering Unmasked Estep 
Score: -36012972.000000 Penalty: 6316.147461
	Iteration 80F: 3 clusters Score -3.601297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 336796 members 
Entering Unmasked Estep 
Score: -36012984.000000 Penalty: 6316.147461
	Iteration 81Q: 3 clusters Score -3.601298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 336797 members 
Entering Unmasked Estep 
Score: -36012992.000000 Penalty: 6316.147461
	Iteration 82Q: 3 clusters Score -3.601299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 336803 members 
Entering Unmasked Estep 
Score: -36013008.000000 Penalty: 6316.147461
	Iteration 83Q: 3 clusters Score -3.601301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 336812 members 
Entering Unmasked Estep 
Score: -36013000.000000 Penalty: 6316.147461
	Iteration 84Q: 3 clusters Score -3.6013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 336817 members 
Entering Unmasked Estep 
Score: -36012988.000000 Penalty: 6316.147461
	Iteration 85Q: 3 clusters Score -3.601299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 336825 members 
Entering Unmasked Estep 
Score: -36013020.000000 Penalty: 6316.147461
	Iteration 86Q: 3 clusters Score -3.601302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 336828 members 
Entering Unmasked Estep 
Score: -36012980.000000 Penalty: 6316.147461
	Iteration 87Q: 3 clusters Score -3.601298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 336829 members 
Entering Unmasked Estep 
Score: -36013000.000000 Penalty: 6316.147461
	Iteration 88Q: 3 clusters Score -3.6013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 336831 members 
Entering Unmasked Estep 
Score: -36012984.000000 Penalty: 6316.147461
	Iteration 89Q: 3 clusters Score -3.601298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 336835 members 
Entering Unmasked Estep 
Score: -36012984.000000 Penalty: 6316.147461
	Iteration 90Q: 3 clusters Score -3.601298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 336834 members 
Entering Unmasked Estep 
Score: -36012988.000000 Penalty: 6316.147461
	Iteration 91Q: 3 clusters Score -3.601299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 336835 members 
Entering Unmasked Estep 
Score: -36012980.000000 Penalty: 6316.147461
	Iteration 92Q: 3 clusters Score -3.601298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 336836 members 
Entering Unmasked Estep 
Score: -36013020.000000 Penalty: 6316.147461
	Iteration 93Q: 3 clusters Score -3.601302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 336833 members 
Entering Unmasked Estep 
Score: -36013044.000000 Penalty: 6316.147461
	Iteration 94Q: 3 clusters Score -3.601304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 336825 members 
Entering Unmasked Estep 
Score: -36013024.000000 Penalty: 6316.147461
	Iteration 95Q: 3 clusters Score -3.601302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 336821 members 
Entering Unmasked Estep 
Score: -36013036.000000 Penalty: 6316.147461
	Iteration 96Q: 3 clusters Score -3.601304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 336816 members 
Entering Unmasked Estep 
Score: -36013052.000000 Penalty: 6316.147461
	Iteration 97Q: 3 clusters Score -3.601305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013052.000000 Penalty: 6316.147461
	Iteration 98Q: 3 clusters Score -3.601305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013036.000000 Penalty: 6316.147461
	Iteration 99Q: 3 clusters Score -3.601304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013040.000000 Penalty: 6316.147461
	Iteration 100F: 3 clusters Score -3.601304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 336820 members 
Entering Unmasked Estep 
Score: -36013056.000000 Penalty: 6316.147461
	Iteration 101Q: 3 clusters Score -3.601306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 336820 members 
Entering Unmasked Estep 
Score: -36013024.000000 Penalty: 6316.147461
	Iteration 102Q: 3 clusters Score -3.601302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 336826 members 
Entering Unmasked Estep 
Score: -36013016.000000 Penalty: 6316.147461
	Iteration 103Q: 3 clusters Score -3.601302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 336827 members 
Entering Unmasked Estep 
Score: -36013016.000000 Penalty: 6316.147461
	Iteration 104Q: 3 clusters Score -3.601302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 336827 members 
Entering Unmasked Estep 
Score: -36013040.000000 Penalty: 6316.147461
	Iteration 105Q: 3 clusters Score -3.601304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 336824 members 
Entering Unmasked Estep 
Score: -36013024.000000 Penalty: 6316.147461
	Iteration 106Q: 3 clusters Score -3.601302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 336825 members 
Entering Unmasked Estep 
Score: -36013036.000000 Penalty: 6316.147461
	Iteration 107Q: 3 clusters Score -3.601304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 336826 members 
Entering Unmasked Estep 
Score: -36013044.000000 Penalty: 6316.147461
	Iteration 108Q: 3 clusters Score -3.601304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 336825 members 
Entering Unmasked Estep 
Score: -36013040.000000 Penalty: 6316.147461
	Iteration 109Q: 3 clusters Score -3.601304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 336824 members 
Entering Unmasked Estep 
Score: -36013044.000000 Penalty: 6316.147461
	Iteration 110Q: 3 clusters Score -3.601304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 336823 members 
Entering Unmasked Estep 
Score: -36013060.000000 Penalty: 6316.147461
	Iteration 111Q: 3 clusters Score -3.601306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 336824 members 
Entering Unmasked Estep 
Score: -36013052.000000 Penalty: 6316.147461
	Iteration 112Q: 3 clusters Score -3.601305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 336820 members 
Entering Unmasked Estep 
Score: -36013048.000000 Penalty: 6316.147461
	Iteration 113Q: 3 clusters Score -3.601305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 336818 members 
Entering Unmasked Estep 
Score: -36013056.000000 Penalty: 6316.147461
	Iteration 114Q: 3 clusters Score -3.601306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 336819 members 
Entering Unmasked Estep 
Score: -36013056.000000 Penalty: 6316.147461
	Iteration 115Q: 3 clusters Score -3.601306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 336814 members 
Entering Unmasked Estep 
Score: -36013032.000000 Penalty: 6316.147461
	Iteration 116Q: 3 clusters Score -3.601303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 336813 members 
Entering Unmasked Estep 
Score: -36013056.000000 Penalty: 6316.147461
	Iteration 117Q: 3 clusters Score -3.601306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 336811 members 
Entering Unmasked Estep 
Score: -36013056.000000 Penalty: 6316.147461
	Iteration 118Q: 3 clusters Score -3.601306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 336808 members 
Entering Unmasked Estep 
Score: -36013044.000000 Penalty: 6316.147461
	Iteration 119Q: 3 clusters Score -3.601304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 336803 members 
Entering Unmasked Estep 
Score: -36013044.000000 Penalty: 6316.147461
	Iteration 120F: 3 clusters Score -3.601304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 336805 members 
Entering Unmasked Estep 
Score: -36013044.000000 Penalty: 6316.147461
	Iteration 121Q: 3 clusters Score -3.601304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 336811 members 
Entering Unmasked Estep 
Score: -36013064.000000 Penalty: 6316.147461
	Iteration 122Q: 3 clusters Score -3.601306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 336816 members 
Entering Unmasked Estep 
Score: -36013060.000000 Penalty: 6316.147461
	Iteration 123Q: 3 clusters Score -3.601306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 336820 members 
Entering Unmasked Estep 
Score: -36013060.000000 Penalty: 6316.147461
	Iteration 124Q: 3 clusters Score -3.601306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 336816 members 
Entering Unmasked Estep 
Score: -36013024.000000 Penalty: 6316.147461
	Iteration 125Q: 3 clusters Score -3.601302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 336815 members 
Entering Unmasked Estep 
Score: -36013048.000000 Penalty: 6316.147461
	Iteration 126Q: 3 clusters Score -3.601305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 336814 members 
Entering Unmasked Estep 
Score: -36013032.000000 Penalty: 6316.147461
	Iteration 127Q: 3 clusters Score -3.601303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 336811 members 
Entering Unmasked Estep 
Score: -36013036.000000 Penalty: 6316.147461
	Iteration 128Q: 3 clusters Score -3.601304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 336811 members 
Entering Unmasked Estep 
Score: -36013032.000000 Penalty: 6316.147461
	Iteration 129Q: 3 clusters Score -3.601303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 336814 members 
Entering Unmasked Estep 
Score: -36013012.000000 Penalty: 6316.147461
	Iteration 130Q: 3 clusters Score -3.601301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 336814 members 
Entering Unmasked Estep 
Score: -36013032.000000 Penalty: 6316.147461
	Iteration 131Q: 3 clusters Score -3.601303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 336815 members 
Entering Unmasked Estep 
Score: -36013040.000000 Penalty: 6316.147461
	Iteration 132Q: 3 clusters Score -3.601304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 336815 members 
Entering Unmasked Estep 
Score: -36013040.000000 Penalty: 6316.147461
	Iteration 133Q: 3 clusters Score -3.601304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 336813 members 
Entering Unmasked Estep 
Score: -36013040.000000 Penalty: 6316.147461
	Iteration 134Q: 3 clusters Score -3.601304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013052.000000 Penalty: 6316.147461
	Iteration 135Q: 3 clusters Score -3.601305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 336811 members 
Entering Unmasked Estep 
Score: -36013056.000000 Penalty: 6316.147461
	Iteration 136Q: 3 clusters Score -3.601306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013064.000000 Penalty: 6316.147461
	Iteration 137Q: 3 clusters Score -3.601306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 336811 members 
Entering Unmasked Estep 
Score: -36013060.000000 Penalty: 6316.147461
	Iteration 138Q: 3 clusters Score -3.601306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013064.000000 Penalty: 6316.147461
	Iteration 139Q: 3 clusters Score -3.601306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -36013064.000000 Penalty: 6316.147461
	Iteration 140F: 3 clusters Score -3.601306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (257845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257845 members 
Entering Unmasked Estep 
Score: -27412030.000000 Penalty: 3090.108154
	Iteration 0F: 2 clusters Score -2.741203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 128761 members 
Entering Unmasked Estep 
Score: -27244966.000000 Penalty: 6180.216309
	Iteration 0F: 3 clusters Score -2.724497e+07 nChanged 124504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133834 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -27320230.000000 Penalty: 6180.216309
	Iteration 1F: 3 clusters Score -2.732023e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -27322648.000000 Penalty: 6180.216309
	Iteration 2Q: 3 clusters Score -2.732265e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -27326010.000000 Penalty: 6180.216309
	Iteration 3Q: 3 clusters Score -2.732601e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -27330092.000000 Penalty: 6180.216309
	Iteration 4Q: 3 clusters Score -2.733009e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -27334742.000000 Penalty: 6180.216309
	Iteration 5Q: 3 clusters Score -2.733474e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -27341046.000000 Penalty: 6180.216309
	Iteration 6Q: 3 clusters Score -2.734105e+07 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -27348004.000000 Penalty: 6180.216309
	Iteration 7F: 3 clusters Score -2.7348e+07 nChanged 14374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -27356218.000000 Penalty: 6180.216309
	Iteration 8F: 3 clusters Score -2.735622e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192633 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -27366080.000000 Penalty: 6180.216309
	Iteration 9F: 3 clusters Score -2.736608e+07 nChanged 15397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207362 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -27376540.000000 Penalty: 6180.216309
	Iteration 10F: 3 clusters Score -2.737654e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221269 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -27386480.000000 Penalty: 6180.216309
	Iteration 11F: 3 clusters Score -2.738648e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232675 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -27394416.000000 Penalty: 6180.216309
	Iteration 12Q: 3 clusters Score -2.739442e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240860 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -27399884.000000 Penalty: 6180.216309
	Iteration 13Q: 3 clusters Score -2.739988e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246414 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -27403388.000000 Penalty: 6180.216309
	Iteration 14Q: 3 clusters Score -2.740339e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250018 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -27405476.000000 Penalty: 6180.216309
	Iteration 15Q: 3 clusters Score -2.740548e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252303 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -27406760.000000 Penalty: 6180.216309
	Iteration 16Q: 3 clusters Score -2.740676e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253744 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -27407536.000000 Penalty: 6180.216309
	Iteration 17Q: 3 clusters Score -2.740754e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254677 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -27408026.000000 Penalty: 6180.216309
	Iteration 18Q: 3 clusters Score -2.740803e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255325 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -27408374.000000 Penalty: 6180.216309
	Iteration 19Q: 3 clusters Score -2.740837e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255728 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -27408556.000000 Penalty: 6180.216309
	Iteration 20F: 3 clusters Score -2.740856e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256000 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -27408800.000000 Penalty: 6180.216309
	Iteration 21Q: 3 clusters Score -2.74088e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256207 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -27408922.000000 Penalty: 6180.216309
	Iteration 22Q: 3 clusters Score -2.740892e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256329 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -27409000.000000 Penalty: 6180.216309
	Iteration 23Q: 3 clusters Score -2.7409e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256419 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -27409028.000000 Penalty: 6180.216309
	Iteration 24Q: 3 clusters Score -2.740903e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256504 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -27409148.000000 Penalty: 6180.216309
	Iteration 25Q: 3 clusters Score -2.740915e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256572 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -27409164.000000 Penalty: 6180.216309
	Iteration 26Q: 3 clusters Score -2.740916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256630 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -27409200.000000 Penalty: 6180.216309
	Iteration 27Q: 3 clusters Score -2.74092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256666 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -27409252.000000 Penalty: 6180.216309
	Iteration 28Q: 3 clusters Score -2.740925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256699 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -27409264.000000 Penalty: 6180.216309
	Iteration 29Q: 3 clusters Score -2.740926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256726 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -27409260.000000 Penalty: 6180.216309
	Iteration 30Q: 3 clusters Score -2.740926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256753 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -27409284.000000 Penalty: 6180.216309
	Iteration 31Q: 3 clusters Score -2.740928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256770 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -27409280.000000 Penalty: 6180.216309
	Iteration 32Q: 3 clusters Score -2.740928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256786 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -27409300.000000 Penalty: 6180.216309
	Iteration 33Q: 3 clusters Score -2.74093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256799 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -27409320.000000 Penalty: 6180.216309
	Iteration 34Q: 3 clusters Score -2.740932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256809 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -27409314.000000 Penalty: 6180.216309
	Iteration 35Q: 3 clusters Score -2.740931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256819 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -27409320.000000 Penalty: 6180.216309
	Iteration 36Q: 3 clusters Score -2.740932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256824 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -27409314.000000 Penalty: 6180.216309
	Iteration 37Q: 3 clusters Score -2.740931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256831 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -27409326.000000 Penalty: 6180.216309
	Iteration 38Q: 3 clusters Score -2.740933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256838 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -27409332.000000 Penalty: 6180.216309
	Iteration 39Q: 3 clusters Score -2.740933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256840 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -27409346.000000 Penalty: 6180.216309
	Iteration 40F: 3 clusters Score -2.740935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256843 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -27409346.000000 Penalty: 6180.216309
	Iteration 41Q: 3 clusters Score -2.740935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256844 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -27409346.000000 Penalty: 6180.216309
	Iteration 42Q: 3 clusters Score -2.740935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256844 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -27409336.000000 Penalty: 6180.216309
	Iteration 43Q: 3 clusters Score -2.740934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256844 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -27409336.000000 Penalty: 6180.216309
	Iteration 44F: 3 clusters Score -2.740934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42003.265625 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42003.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42162.316406 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42162.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42229.027344 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42229.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42258.789062 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42258.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42268.074219 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42268.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42275.414062 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42275.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42296.652344 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42296.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42318.812500 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42318.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42336.734375 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -42336.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42354.300781 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -42354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42365.304688 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -42365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42369.148438 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -42369.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42371.585938 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -42371.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42371.585938 Penalty: 3048.579346
	Iteration 13F: 3 clusters Score -42371.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -65825.500000 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -65825.5 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 356 members 
Entering Unmasked Estep 
Score: -64164.179688 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -64164.18 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64384.089844 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -64384.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64446.859375 Penalty: 3247.916748
	Iteration 2Q: 3 clusters Score -64446.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64484.335938 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -64484.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64510.500000 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -64510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64519.910156 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -64519.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64532.160156 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -64532.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64540.566406 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -64540.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64541.972656 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -64541.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64541.972656 Penalty: 3247.916748
	Iteration 9F: 3 clusters Score -64541.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Entering Unmasked Estep 
Score: -3129474.000000 Penalty: 2573.785645
	Iteration 0F: 2 clusters Score -3129474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3107520.750000 Penalty: 5147.571289
	Iteration 0F: 3 clusters Score -3107521 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3115381.500000 Penalty: 5147.571289
	Iteration 1F: 3 clusters Score -3115382 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3116057.250000 Penalty: 5147.571289
	Iteration 2Q: 3 clusters Score -3116057 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3116905.000000 Penalty: 5147.571289
	Iteration 3F: 3 clusters Score -3116905 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3117978.000000 Penalty: 5147.571289
	Iteration 4F: 3 clusters Score -3117978 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3119126.750000 Penalty: 5147.571289
	Iteration 5F: 3 clusters Score -3119127 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3120358.500000 Penalty: 5147.571289
	Iteration 6F: 3 clusters Score -3120358 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3121592.000000 Penalty: 5147.571289
	Iteration 7F: 3 clusters Score -3121592 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3122841.250000 Penalty: 5147.571289
	Iteration 8F: 3 clusters Score -3122841 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3124093.250000 Penalty: 5147.571289
	Iteration 9F: 3 clusters Score -3124093 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3125290.500000 Penalty: 5147.571289
	Iteration 10Q: 3 clusters Score -3125290 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3126271.000000 Penalty: 5147.571289
	Iteration 11Q: 3 clusters Score -3126271 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3126933.750000 Penalty: 5147.571289
	Iteration 12Q: 3 clusters Score -3126934 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3127267.500000 Penalty: 5147.571289
	Iteration 13Q: 3 clusters Score -3127268 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3127410.750000 Penalty: 5147.571289
	Iteration 14Q: 3 clusters Score -3127411 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3127530.000000 Penalty: 5147.571289
	Iteration 15Q: 3 clusters Score -3127530 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3127627.750000 Penalty: 5147.571289
	Iteration 16Q: 3 clusters Score -3127628 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3127678.750000 Penalty: 5147.571289
	Iteration 17Q: 3 clusters Score -3127679 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3127718.750000 Penalty: 5147.571289
	Iteration 18Q: 3 clusters Score -3127719 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3127767.000000 Penalty: 5147.571289
	Iteration 19Q: 3 clusters Score -3127767 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3127813.500000 Penalty: 5147.571289
	Iteration 20F: 3 clusters Score -3127814 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3127848.250000 Penalty: 5147.571289
	Iteration 21Q: 3 clusters Score -3127848 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3127886.000000 Penalty: 5147.571289
	Iteration 22Q: 3 clusters Score -3127886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3127911.500000 Penalty: 5147.571289
	Iteration 23Q: 3 clusters Score -3127912 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3127938.250000 Penalty: 5147.571289
	Iteration 24Q: 3 clusters Score -3127938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3127970.000000 Penalty: 5147.571289
	Iteration 25Q: 3 clusters Score -3127970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3128018.250000 Penalty: 5147.571289
	Iteration 26Q: 3 clusters Score -3128018 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3128035.500000 Penalty: 5147.571289
	Iteration 27Q: 3 clusters Score -3128036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3128073.750000 Penalty: 5147.571289
	Iteration 28Q: 3 clusters Score -3128074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3128114.750000 Penalty: 5147.571289
	Iteration 29Q: 3 clusters Score -3128115 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3128136.500000 Penalty: 5147.571289
	Iteration 30Q: 3 clusters Score -3128136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3128151.500000 Penalty: 5147.571289
	Iteration 31Q: 3 clusters Score -3128152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3128179.750000 Penalty: 5147.571289
	Iteration 32Q: 3 clusters Score -3128180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3128191.000000 Penalty: 5147.571289
	Iteration 33Q: 3 clusters Score -3128191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3128197.000000 Penalty: 5147.571289
	Iteration 34Q: 3 clusters Score -3128197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3128210.750000 Penalty: 5147.571289
	Iteration 35Q: 3 clusters Score -3128211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3128241.250000 Penalty: 5147.571289
	Iteration 36Q: 3 clusters Score -3128241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3128248.500000 Penalty: 5147.571289
	Iteration 37Q: 3 clusters Score -3128248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3128245.750000 Penalty: 5147.571289
	Iteration 38Q: 3 clusters Score -3128246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3128260.750000 Penalty: 5147.571289
	Iteration 39Q: 3 clusters Score -3128261 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3128275.500000 Penalty: 5147.571289
	Iteration 40F: 3 clusters Score -3128276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3128289.250000 Penalty: 5147.571289
	Iteration 41Q: 3 clusters Score -3128289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3128311.500000 Penalty: 5147.571289
	Iteration 42Q: 3 clusters Score -3128312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3128325.000000 Penalty: 5147.571289
	Iteration 43Q: 3 clusters Score -3128325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3128319.500000 Penalty: 5147.571289
	Iteration 44Q: 3 clusters Score -3128320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3128335.500000 Penalty: 5147.571289
	Iteration 45Q: 3 clusters Score -3128336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3128333.000000 Penalty: 5147.571289
	Iteration 46Q: 3 clusters Score -3128333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3128351.250000 Penalty: 5147.571289
	Iteration 47Q: 3 clusters Score -3128351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3128362.750000 Penalty: 5147.571289
	Iteration 48Q: 3 clusters Score -3128363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3128372.750000 Penalty: 5147.571289
	Iteration 49Q: 3 clusters Score -3128373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3128379.750000 Penalty: 5147.571289
	Iteration 50Q: 3 clusters Score -3128380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3128377.750000 Penalty: 5147.571289
	Iteration 51Q: 3 clusters Score -3128378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3128382.000000 Penalty: 5147.571289
	Iteration 52Q: 3 clusters Score -3128382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3128385.000000 Penalty: 5147.571289
	Iteration 53Q: 3 clusters Score -3128385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3128395.250000 Penalty: 5147.571289
	Iteration 54Q: 3 clusters Score -3128395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3128406.000000 Penalty: 5147.571289
	Iteration 55Q: 3 clusters Score -3128406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3128407.000000 Penalty: 5147.571289
	Iteration 56Q: 3 clusters Score -3128407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3128412.000000 Penalty: 5147.571289
	Iteration 57Q: 3 clusters Score -3128412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3128416.500000 Penalty: 5147.571289
	Iteration 58Q: 3 clusters Score -3128416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3128418.750000 Penalty: 5147.571289
	Iteration 59Q: 3 clusters Score -3128419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3128433.500000 Penalty: 5147.571289
	Iteration 60F: 3 clusters Score -3128434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3128440.500000 Penalty: 5147.571289
	Iteration 61Q: 3 clusters Score -3128440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3128438.000000 Penalty: 5147.571289
	Iteration 62Q: 3 clusters Score -3128438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3128433.500000 Penalty: 5147.571289
	Iteration 63Q: 3 clusters Score -3128434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3128444.000000 Penalty: 5147.571289
	Iteration 64Q: 3 clusters Score -3128444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3128443.500000 Penalty: 5147.571289
	Iteration 65Q: 3 clusters Score -3128444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3128441.250000 Penalty: 5147.571289
	Iteration 66Q: 3 clusters Score -3128441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3128449.250000 Penalty: 5147.571289
	Iteration 67Q: 3 clusters Score -3128449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3128455.250000 Penalty: 5147.571289
	Iteration 68Q: 3 clusters Score -3128455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3128456.250000 Penalty: 5147.571289
	Iteration 69Q: 3 clusters Score -3128456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3128460.750000 Penalty: 5147.571289
	Iteration 70Q: 3 clusters Score -3128461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3128456.250000 Penalty: 5147.571289
	Iteration 71Q: 3 clusters Score -3128456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3128457.500000 Penalty: 5147.571289
	Iteration 72Q: 3 clusters Score -3128458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3128455.750000 Penalty: 5147.571289
	Iteration 73Q: 3 clusters Score -3128456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3128458.000000 Penalty: 5147.571289
	Iteration 74Q: 3 clusters Score -3128458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3128463.000000 Penalty: 5147.571289
	Iteration 75Q: 3 clusters Score -3128463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3128462.250000 Penalty: 5147.571289
	Iteration 76Q: 3 clusters Score -3128462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3128464.500000 Penalty: 5147.571289
	Iteration 77Q: 3 clusters Score -3128464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3128464.750000 Penalty: 5147.571289
	Iteration 78Q: 3 clusters Score -3128465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3128464.250000 Penalty: 5147.571289
	Iteration 79Q: 3 clusters Score -3128464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3128464.500000 Penalty: 5147.571289
	Iteration 80F: 3 clusters Score -3128464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3128464.500000 Penalty: 5147.571289
	Iteration 81Q: 3 clusters Score -3128464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3128464.500000 Penalty: 5147.571289
	Iteration 82F: 3 clusters Score -3128464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Entering Unmasked Estep 
Score: -3553234.000000 Penalty: 2581.291992
	Iteration 0F: 2 clusters Score -3553234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3530607.000000 Penalty: 5162.583984
	Iteration 0F: 3 clusters Score -3530607 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3538715.000000 Penalty: 5162.583984
	Iteration 1F: 3 clusters Score -3538715 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3539213.750000 Penalty: 5162.583984
	Iteration 2Q: 3 clusters Score -3539214 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3539711.250000 Penalty: 5162.583984
	Iteration 3Q: 3 clusters Score -3539711 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3540102.500000 Penalty: 5162.583984
	Iteration 4Q: 3 clusters Score -3540102 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3540560.500000 Penalty: 5162.583984
	Iteration 5Q: 3 clusters Score -3540560 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3541111.750000 Penalty: 5162.583984
	Iteration 6Q: 3 clusters Score -3541112 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3541822.250000 Penalty: 5162.583984
	Iteration 7Q: 3 clusters Score -3541822 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3542671.750000 Penalty: 5162.583984
	Iteration 8Q: 3 clusters Score -3542672 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3543697.750000 Penalty: 5162.583984
	Iteration 9Q: 3 clusters Score -3543698 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3544748.000000 Penalty: 5162.583984
	Iteration 10F: 3 clusters Score -3544748 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3545830.250000 Penalty: 5162.583984
	Iteration 11Q: 3 clusters Score -3545830 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3546880.500000 Penalty: 5162.583984
	Iteration 12Q: 3 clusters Score -3546880 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3547833.250000 Penalty: 5162.583984
	Iteration 13Q: 3 clusters Score -3547833 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3548584.250000 Penalty: 5162.583984
	Iteration 14Q: 3 clusters Score -3548584 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3549185.250000 Penalty: 5162.583984
	Iteration 15Q: 3 clusters Score -3549185 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3549653.500000 Penalty: 5162.583984
	Iteration 16Q: 3 clusters Score -3549654 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3550021.750000 Penalty: 5162.583984
	Iteration 17Q: 3 clusters Score -3550022 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3550317.250000 Penalty: 5162.583984
	Iteration 18Q: 3 clusters Score -3550317 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -3550505.750000 Penalty: 5162.583984
	Iteration 19Q: 3 clusters Score -3550506 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3550649.250000 Penalty: 5162.583984
	Iteration 20F: 3 clusters Score -3550649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -3550751.250000 Penalty: 5162.583984
	Iteration 21Q: 3 clusters Score -3550751 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3550838.750000 Penalty: 5162.583984
	Iteration 22Q: 3 clusters Score -3550839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3550904.000000 Penalty: 5162.583984
	Iteration 23Q: 3 clusters Score -3550904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -3550953.750000 Penalty: 5162.583984
	Iteration 24Q: 3 clusters Score -3550954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3550993.500000 Penalty: 5162.583984
	Iteration 25Q: 3 clusters Score -3550994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3551028.750000 Penalty: 5162.583984
	Iteration 26Q: 3 clusters Score -3551029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3551048.000000 Penalty: 5162.583984
	Iteration 27Q: 3 clusters Score -3551048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -3551061.750000 Penalty: 5162.583984
	Iteration 28Q: 3 clusters Score -3551062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3551074.250000 Penalty: 5162.583984
	Iteration 29Q: 3 clusters Score -3551074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -3551081.000000 Penalty: 5162.583984
	Iteration 30Q: 3 clusters Score -3551081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3551089.750000 Penalty: 5162.583984
	Iteration 31Q: 3 clusters Score -3551090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -3551095.500000 Penalty: 5162.583984
	Iteration 32Q: 3 clusters Score -3551096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -3551099.750000 Penalty: 5162.583984
	Iteration 33Q: 3 clusters Score -3551100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3551101.000000 Penalty: 5162.583984
	Iteration 34Q: 3 clusters Score -3551101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3551106.750000 Penalty: 5162.583984
	Iteration 35Q: 3 clusters Score -3551107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3551108.000000 Penalty: 5162.583984
	Iteration 36Q: 3 clusters Score -3551108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3551112.750000 Penalty: 5162.583984
	Iteration 37Q: 3 clusters Score -3551113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3551111.500000 Penalty: 5162.583984
	Iteration 38Q: 3 clusters Score -3551112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3551111.500000 Penalty: 5162.583984
	Iteration 39F: 3 clusters Score -3551112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -111585.796875 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -111585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109560.937500 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -109560.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109927.203125 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -109927.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110094.109375 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -110094.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110230.062500 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -110230.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110321.351562 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -110321.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -110370.796875 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -110370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110394.695312 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -110394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110413.703125 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -110413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110421.164062 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -110421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -110432.132812 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -110432.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110441.554688 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -110441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -110453.664062 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -110453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110460.812500 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -110460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -110470.375000 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -110470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -110476.828125 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -110476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -110482.437500 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -110482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -110484.304688 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -110484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -110487.195312 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -110487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -110487.195312 Penalty: 3503.696289
	Iteration 18F: 3 clusters Score -110487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -214001.046875 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -214001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -211273.312500 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -211273.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -211795.000000 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -211795 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -211944.546875 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -211944.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212068.187500 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -212068.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212180.031250 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -212180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212274.156250 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -212274.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212342.609375 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -212342.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212396.734375 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -212396.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -212442.468750 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -212442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212478.609375 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -212478.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212517.875000 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -212517.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -212549.531250 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -212549.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212579.828125 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -212579.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -212608.703125 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -212608.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -212639.609375 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -212639.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -212666.828125 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -212666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -212682.937500 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -212682.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -212695.312500 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -212695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212707.843750 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -212707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -212718.312500 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -212718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -212731.546875 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -212731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -212741.812500 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -212741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -212751.906250 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -212751.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -212762.156250 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -212762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -212769.328125 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -212769.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -212775.640625 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -212775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -212779.875000 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -212779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -212782.687500 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -212782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -212788.531250 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -212788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -212796.531250 Penalty: 3806.379883
	Iteration 29Q: 3 clusters Score -212796.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -212803.875000 Penalty: 3806.379883
	Iteration 30Q: 3 clusters Score -212803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -212810.375000 Penalty: 3806.379883
	Iteration 31Q: 3 clusters Score -212810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -212813.750000 Penalty: 3806.379883
	Iteration 32Q: 3 clusters Score -212813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -212815.375000 Penalty: 3806.379883
	Iteration 33Q: 3 clusters Score -212815.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -212815.375000 Penalty: 3806.379883
	Iteration 34F: 3 clusters Score -212815.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Entering Unmasked Estep 
Score: -9010533.000000 Penalty: 2822.565430
	Iteration 0F: 2 clusters Score -9010533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8951834.000000 Penalty: 5645.130859
	Iteration 0F: 3 clusters Score -8951834 nChanged 41295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8975241.000000 Penalty: 5645.130859
	Iteration 1F: 3 clusters Score -8975241 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8976089.000000 Penalty: 5645.130859
	Iteration 2Q: 3 clusters Score -8976089 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8976942.000000 Penalty: 5645.130859
	Iteration 3Q: 3 clusters Score -8976942 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -8978168.000000 Penalty: 5645.130859
	Iteration 4Q: 3 clusters Score -8978168 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8979855.000000 Penalty: 5645.130859
	Iteration 5Q: 3 clusters Score -8979855 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -8982210.000000 Penalty: 5645.130859
	Iteration 6F: 3 clusters Score -8982210 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -8985330.000000 Penalty: 5645.130859
	Iteration 7F: 3 clusters Score -8985330 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -8988663.000000 Penalty: 5645.130859
	Iteration 8F: 3 clusters Score -8988663 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -8991410.000000 Penalty: 5645.130859
	Iteration 9F: 3 clusters Score -8991410 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -8993193.000000 Penalty: 5645.130859
	Iteration 10Q: 3 clusters Score -8993193 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -8994176.000000 Penalty: 5645.130859
	Iteration 11Q: 3 clusters Score -8994176 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -8994692.000000 Penalty: 5645.130859
	Iteration 12Q: 3 clusters Score -8994692 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -8994950.000000 Penalty: 5645.130859
	Iteration 13Q: 3 clusters Score -8994950 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -8995156.000000 Penalty: 5645.130859
	Iteration 14Q: 3 clusters Score -8995156 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -8995336.000000 Penalty: 5645.130859
	Iteration 15Q: 3 clusters Score -8995336 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -8995460.000000 Penalty: 5645.130859
	Iteration 16Q: 3 clusters Score -8995460 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -8995635.000000 Penalty: 5645.130859
	Iteration 17Q: 3 clusters Score -8995635 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -8995754.000000 Penalty: 5645.130859
	Iteration 18Q: 3 clusters Score -8995754 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -8995944.000000 Penalty: 5645.130859
	Iteration 19Q: 3 clusters Score -8995944 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -8996132.000000 Penalty: 5645.130859
	Iteration 20F: 3 clusters Score -8996132 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -8996361.000000 Penalty: 5645.130859
	Iteration 21Q: 3 clusters Score -8996361 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -8996561.000000 Penalty: 5645.130859
	Iteration 22Q: 3 clusters Score -8996561 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -8996855.000000 Penalty: 5645.130859
	Iteration 23Q: 3 clusters Score -8996855 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8997181.000000 Penalty: 5645.130859
	Iteration 24Q: 3 clusters Score -8997181 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8997503.000000 Penalty: 5645.130859
	Iteration 25Q: 3 clusters Score -8997503 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8997875.000000 Penalty: 5645.130859
	Iteration 26Q: 3 clusters Score -8997875 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8998269.000000 Penalty: 5645.130859
	Iteration 27Q: 3 clusters Score -8998269 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8998653.000000 Penalty: 5645.130859
	Iteration 28Q: 3 clusters Score -8998653 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8999082.000000 Penalty: 5645.130859
	Iteration 29Q: 3 clusters Score -8999082 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -8999481.000000 Penalty: 5645.130859
	Iteration 30Q: 3 clusters Score -8999481 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -8999962.000000 Penalty: 5645.130859
	Iteration 31Q: 3 clusters Score -8999962 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9000440.000000 Penalty: 5645.130859
	Iteration 32Q: 3 clusters Score -9000440 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -9000947.000000 Penalty: 5645.130859
	Iteration 33Q: 3 clusters Score -9000947 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -9001508.000000 Penalty: 5645.130859
	Iteration 34Q: 3 clusters Score -9001508 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -9002051.000000 Penalty: 5645.130859
	Iteration 35Q: 3 clusters Score -9002051 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -9002616.000000 Penalty: 5645.130859
	Iteration 36Q: 3 clusters Score -9002616 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9003203.000000 Penalty: 5645.130859
	Iteration 37Q: 3 clusters Score -9003203 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -9003669.000000 Penalty: 5645.130859
	Iteration 38Q: 3 clusters Score -9003669 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9004177.000000 Penalty: 5645.130859
	Iteration 39Q: 3 clusters Score -9004177 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -9004601.000000 Penalty: 5645.130859
	Iteration 40F: 3 clusters Score -9004601 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -9004953.000000 Penalty: 5645.130859
	Iteration 41Q: 3 clusters Score -9004953 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -9005361.000000 Penalty: 5645.130859
	Iteration 42Q: 3 clusters Score -9005361 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -9005690.000000 Penalty: 5645.130859
	Iteration 43Q: 3 clusters Score -9005690 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -9006042.000000 Penalty: 5645.130859
	Iteration 44Q: 3 clusters Score -9006042 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -9006301.000000 Penalty: 5645.130859
	Iteration 45Q: 3 clusters Score -9006301 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -9006529.000000 Penalty: 5645.130859
	Iteration 46Q: 3 clusters Score -9006529 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -9006739.000000 Penalty: 5645.130859
	Iteration 47Q: 3 clusters Score -9006739 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -9006948.000000 Penalty: 5645.130859
	Iteration 48Q: 3 clusters Score -9006948 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -9007150.000000 Penalty: 5645.130859
	Iteration 49Q: 3 clusters Score -9007150 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -9007276.000000 Penalty: 5645.130859
	Iteration 50Q: 3 clusters Score -9007276 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -9007396.000000 Penalty: 5645.130859
	Iteration 51Q: 3 clusters Score -9007396 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -9007560.000000 Penalty: 5645.130859
	Iteration 52Q: 3 clusters Score -9007560 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -9007677.000000 Penalty: 5645.130859
	Iteration 53Q: 3 clusters Score -9007677 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -9007756.000000 Penalty: 5645.130859
	Iteration 54Q: 3 clusters Score -9007756 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9007789.000000 Penalty: 5645.130859
	Iteration 55Q: 3 clusters Score -9007789 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -9007860.000000 Penalty: 5645.130859
	Iteration 56Q: 3 clusters Score -9007860 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -9007916.000000 Penalty: 5645.130859
	Iteration 57Q: 3 clusters Score -9007916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -9007960.000000 Penalty: 5645.130859
	Iteration 58Q: 3 clusters Score -9007960 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -9008004.000000 Penalty: 5645.130859
	Iteration 59Q: 3 clusters Score -9008004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -9008042.000000 Penalty: 5645.130859
	Iteration 60F: 3 clusters Score -9008042 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -9008089.000000 Penalty: 5645.130859
	Iteration 61Q: 3 clusters Score -9008089 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -9008119.000000 Penalty: 5645.130859
	Iteration 62Q: 3 clusters Score -9008119 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -9008129.000000 Penalty: 5645.130859
	Iteration 63Q: 3 clusters Score -9008129 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -9008143.000000 Penalty: 5645.130859
	Iteration 64Q: 3 clusters Score -9008143 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -9008168.000000 Penalty: 5645.130859
	Iteration 65Q: 3 clusters Score -9008168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -9008180.000000 Penalty: 5645.130859
	Iteration 66Q: 3 clusters Score -9008180 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9008190.000000 Penalty: 5645.130859
	Iteration 67Q: 3 clusters Score -9008190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -9008192.000000 Penalty: 5645.130859
	Iteration 68Q: 3 clusters Score -9008192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -9008248.000000 Penalty: 5645.130859
	Iteration 69Q: 3 clusters Score -9008248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9008250.000000 Penalty: 5645.130859
	Iteration 70Q: 3 clusters Score -9008250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -9008272.000000 Penalty: 5645.130859
	Iteration 71Q: 3 clusters Score -9008272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -9008271.000000 Penalty: 5645.130859
	Iteration 72Q: 3 clusters Score -9008271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -9008283.000000 Penalty: 5645.130859
	Iteration 73Q: 3 clusters Score -9008283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9008277.000000 Penalty: 5645.130859
	Iteration 74Q: 3 clusters Score -9008277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -9008286.000000 Penalty: 5645.130859
	Iteration 75Q: 3 clusters Score -9008286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -9008284.000000 Penalty: 5645.130859
	Iteration 76Q: 3 clusters Score -9008284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -9008283.000000 Penalty: 5645.130859
	Iteration 77Q: 3 clusters Score -9008283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -9008282.000000 Penalty: 5645.130859
	Iteration 78Q: 3 clusters Score -9008282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -9008274.000000 Penalty: 5645.130859
	Iteration 79Q: 3 clusters Score -9008274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9008283.000000 Penalty: 5645.130859
	Iteration 80F: 3 clusters Score -9008283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -9008274.000000 Penalty: 5645.130859
	Iteration 81Q: 3 clusters Score -9008274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -9008287.000000 Penalty: 5645.130859
	Iteration 82Q: 3 clusters Score -9008287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -9008291.000000 Penalty: 5645.130859
	Iteration 83Q: 3 clusters Score -9008291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -9008295.000000 Penalty: 5645.130859
	Iteration 84Q: 3 clusters Score -9008295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -9008303.000000 Penalty: 5645.130859
	Iteration 85Q: 3 clusters Score -9008303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -9008314.000000 Penalty: 5645.130859
	Iteration 86Q: 3 clusters Score -9008314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -9008309.000000 Penalty: 5645.130859
	Iteration 87Q: 3 clusters Score -9008309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -9008314.000000 Penalty: 5645.130859
	Iteration 88Q: 3 clusters Score -9008314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9008315.000000 Penalty: 5645.130859
	Iteration 89Q: 3 clusters Score -9008315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9008324.000000 Penalty: 5645.130859
	Iteration 90Q: 3 clusters Score -9008324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -9008325.000000 Penalty: 5645.130859
	Iteration 91Q: 3 clusters Score -9008325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -9008336.000000 Penalty: 5645.130859
	Iteration 92Q: 3 clusters Score -9008336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -9008334.000000 Penalty: 5645.130859
	Iteration 93Q: 3 clusters Score -9008334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9008330.000000 Penalty: 5645.130859
	Iteration 94Q: 3 clusters Score -9008330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -9008339.000000 Penalty: 5645.130859
	Iteration 95Q: 3 clusters Score -9008339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -9008335.000000 Penalty: 5645.130859
	Iteration 96Q: 3 clusters Score -9008335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -9008330.000000 Penalty: 5645.130859
	Iteration 97Q: 3 clusters Score -9008330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -9008346.000000 Penalty: 5645.130859
	Iteration 98Q: 3 clusters Score -9008346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9008337.000000 Penalty: 5645.130859
	Iteration 99Q: 3 clusters Score -9008337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -9008332.000000 Penalty: 5645.130859
	Iteration 100F: 3 clusters Score -9008332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9008314.000000 Penalty: 5645.130859
	Iteration 101Q: 3 clusters Score -9008314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9008332.000000 Penalty: 5645.130859
	Iteration 102Q: 3 clusters Score -9008332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -9008332.000000 Penalty: 5645.130859
	Iteration 103Q: 3 clusters Score -9008332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9008328.000000 Penalty: 5645.130859
	Iteration 104Q: 3 clusters Score -9008328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -9008331.000000 Penalty: 5645.130859
	Iteration 105Q: 3 clusters Score -9008331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -9008333.000000 Penalty: 5645.130859
	Iteration 106Q: 3 clusters Score -9008333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9008319.000000 Penalty: 5645.130859
	Iteration 107Q: 3 clusters Score -9008319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -9008322.000000 Penalty: 5645.130859
	Iteration 108Q: 3 clusters Score -9008322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -9008331.000000 Penalty: 5645.130859
	Iteration 109Q: 3 clusters Score -9008331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -9008346.000000 Penalty: 5645.130859
	Iteration 110Q: 3 clusters Score -9008346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9008337.000000 Penalty: 5645.130859
	Iteration 111Q: 3 clusters Score -9008337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -9008332.000000 Penalty: 5645.130859
	Iteration 112Q: 3 clusters Score -9008332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9008321.000000 Penalty: 5645.130859
	Iteration 113Q: 3 clusters Score -9008321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -9008330.000000 Penalty: 5645.130859
	Iteration 114Q: 3 clusters Score -9008330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9008343.000000 Penalty: 5645.130859
	Iteration 115Q: 3 clusters Score -9008343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -9008346.000000 Penalty: 5645.130859
	Iteration 116Q: 3 clusters Score -9008346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9008352.000000 Penalty: 5645.130859
	Iteration 117Q: 3 clusters Score -9008352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -9008361.000000 Penalty: 5645.130859
	Iteration 118Q: 3 clusters Score -9008361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9008359.000000 Penalty: 5645.130859
	Iteration 119Q: 3 clusters Score -9008359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -9008361.000000 Penalty: 5645.130859
	Iteration 120F: 3 clusters Score -9008361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -9008361.000000 Penalty: 5645.130859
	Iteration 121Q: 3 clusters Score -9008361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9008372.000000 Penalty: 5645.130859
	Iteration 122Q: 3 clusters Score -9008372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -9008368.000000 Penalty: 5645.130859
	Iteration 123Q: 3 clusters Score -9008368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9008370.000000 Penalty: 5645.130859
	Iteration 124Q: 3 clusters Score -9008370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -9008370.000000 Penalty: 5645.130859
	Iteration 125Q: 3 clusters Score -9008370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9008371.000000 Penalty: 5645.130859
	Iteration 126Q: 3 clusters Score -9008371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9008380.000000 Penalty: 5645.130859
	Iteration 127Q: 3 clusters Score -9008380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9008382.000000 Penalty: 5645.130859
	Iteration 128Q: 3 clusters Score -9008382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9008381.000000 Penalty: 5645.130859
	Iteration 129Q: 3 clusters Score -9008381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9008386.000000 Penalty: 5645.130859
	Iteration 130Q: 3 clusters Score -9008386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9008383.000000 Penalty: 5645.130859
	Iteration 131Q: 3 clusters Score -9008383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9008376.000000 Penalty: 5645.130859
	Iteration 132Q: 3 clusters Score -9008376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9008378.000000 Penalty: 5645.130859
	Iteration 133Q: 3 clusters Score -9008378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9008375.000000 Penalty: 5645.130859
	Iteration 134Q: 3 clusters Score -9008375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9008391.000000 Penalty: 5645.130859
	Iteration 135Q: 3 clusters Score -9008391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -9008391.000000 Penalty: 5645.130859
	Iteration 136Q: 3 clusters Score -9008391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -9008396.000000 Penalty: 5645.130859
	Iteration 137Q: 3 clusters Score -9008396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9008396.000000 Penalty: 5645.130859
	Iteration 138Q: 3 clusters Score -9008396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -9008399.000000 Penalty: 5645.130859
	Iteration 139Q: 3 clusters Score -9008399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9008396.000000 Penalty: 5645.130859
	Iteration 140F: 3 clusters Score -9008396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -9008395.000000 Penalty: 5645.130859
	Iteration 141Q: 3 clusters Score -9008395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9008391.000000 Penalty: 5645.130859
	Iteration 142Q: 3 clusters Score -9008391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9008395.000000 Penalty: 5645.130859
	Iteration 143Q: 3 clusters Score -9008395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -9008397.000000 Penalty: 5645.130859
	Iteration 144Q: 3 clusters Score -9008397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -9008394.000000 Penalty: 5645.130859
	Iteration 145Q: 3 clusters Score -9008394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -9008407.000000 Penalty: 5645.130859
	Iteration 146Q: 3 clusters Score -9008407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -9008409.000000 Penalty: 5645.130859
	Iteration 147Q: 3 clusters Score -9008409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -9008416.000000 Penalty: 5645.130859
	Iteration 148Q: 3 clusters Score -9008416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9008414.000000 Penalty: 5645.130859
	Iteration 149Q: 3 clusters Score -9008414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9008419.000000 Penalty: 5645.130859
	Iteration 150Q: 3 clusters Score -9008419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -9008415.000000 Penalty: 5645.130859
	Iteration 151Q: 3 clusters Score -9008415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9008420.000000 Penalty: 5645.130859
	Iteration 152Q: 3 clusters Score -9008420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9008411.000000 Penalty: 5645.130859
	Iteration 153Q: 3 clusters Score -9008411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9008407.000000 Penalty: 5645.130859
	Iteration 154Q: 3 clusters Score -9008407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9008400.000000 Penalty: 5645.130859
	Iteration 155Q: 3 clusters Score -9008400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -9008420.000000 Penalty: 5645.130859
	Iteration 156Q: 3 clusters Score -9008420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9008424.000000 Penalty: 5645.130859
	Iteration 157Q: 3 clusters Score -9008424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9008430.000000 Penalty: 5645.130859
	Iteration 158Q: 3 clusters Score -9008430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9008423.000000 Penalty: 5645.130859
	Iteration 159Q: 3 clusters Score -9008423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9008426.000000 Penalty: 5645.130859
	Iteration 160F: 3 clusters Score -9008426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9008435.000000 Penalty: 5645.130859
	Iteration 161Q: 3 clusters Score -9008435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9008436.000000 Penalty: 5645.130859
	Iteration 162Q: 3 clusters Score -9008436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9008444.000000 Penalty: 5645.130859
	Iteration 163Q: 3 clusters Score -9008444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9008458.000000 Penalty: 5645.130859
	Iteration 164Q: 3 clusters Score -9008458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9008453.000000 Penalty: 5645.130859
	Iteration 165Q: 3 clusters Score -9008453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -9008448.000000 Penalty: 5645.130859
	Iteration 166Q: 3 clusters Score -9008448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9008449.000000 Penalty: 5645.130859
	Iteration 167Q: 3 clusters Score -9008449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9008453.000000 Penalty: 5645.130859
	Iteration 168Q: 3 clusters Score -9008453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9008457.000000 Penalty: 5645.130859
	Iteration 169Q: 3 clusters Score -9008457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9008468.000000 Penalty: 5645.130859
	Iteration 170Q: 3 clusters Score -9008468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9008463.000000 Penalty: 5645.130859
	Iteration 171Q: 3 clusters Score -9008463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -9008460.000000 Penalty: 5645.130859
	Iteration 172Q: 3 clusters Score -9008460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -9008460.000000 Penalty: 5645.130859
	Iteration 173Q: 3 clusters Score -9008460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9008456.000000 Penalty: 5645.130859
	Iteration 174Q: 3 clusters Score -9008456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -9008458.000000 Penalty: 5645.130859
	Iteration 175Q: 3 clusters Score -9008458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9008457.000000 Penalty: 5645.130859
	Iteration 176Q: 3 clusters Score -9008457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9008453.000000 Penalty: 5645.130859
	Iteration 177Q: 3 clusters Score -9008453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9008452.000000 Penalty: 5645.130859
	Iteration 178Q: 3 clusters Score -9008452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9008449.000000 Penalty: 5645.130859
	Iteration 179Q: 3 clusters Score -9008449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9008449.000000 Penalty: 5645.130859
	Iteration 180F: 3 clusters Score -9008449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34607.730469 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -34607.73 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 208 members 
Entering Unmasked Estep 
Score: -33248.519531 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -33248.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33527.781250 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -33527.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33619.949219 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -33619.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33688.410156 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -33688.41 nChanged 7
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: -33809.558594 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -33809.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33853.398438 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -33853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33869.054688 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -33869.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33874.558594 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -33874.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33874.558594 Penalty: 2994.783936
	Iteration 8F: 3 clusters Score -33874.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -308520.656250 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -308520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -304923.593750 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -304923.6 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -305695.062500 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -305695.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -305864.750000 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -305864.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -305965.781250 Penalty: 4047.758789
	Iteration 3Q: 3 clusters Score -305965.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -306032.062500 Penalty: 4047.758789
	Iteration 4Q: 3 clusters Score -306032.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -306087.343750 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -306087.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -306127.031250 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -306127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -306150.062500 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -306150.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -306168.906250 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -306168.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306187.000000 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -306187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -306200.843750 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -306200.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -306209.437500 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -306209.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306219.718750 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -306219.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -306226.625000 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -306226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -306231.562500 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -306231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -306236.062500 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -306236.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -306241.031250 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -306241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -306245.375000 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -306245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -306248.937500 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -306248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306251.406250 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -306251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306254.218750 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -306254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306257.250000 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -306257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -306259.968750 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -306260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -306261.875000 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -306261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -306265.562500 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -306265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -306267.906250 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -306267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -306270.093750 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -306270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -306271.531250 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -306271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -306275.406250 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -306275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -306276.343750 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -306276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -306276.593750 Penalty: 4047.758789
	Iteration 30Q: 3 clusters Score -306276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306278.250000 Penalty: 4047.758789
	Iteration 31Q: 3 clusters Score -306278.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -306279.531250 Penalty: 4047.758789
	Iteration 32Q: 3 clusters Score -306279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306280.593750 Penalty: 4047.758789
	Iteration 33Q: 3 clusters Score -306280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306280.718750 Penalty: 4047.758789
	Iteration 34Q: 3 clusters Score -306280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306282.156250 Penalty: 4047.758789
	Iteration 35Q: 3 clusters Score -306282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -306281.875000 Penalty: 4047.758789
	Iteration 36Q: 3 clusters Score -306281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -306282.156250 Penalty: 4047.758789
	Iteration 37Q: 3 clusters Score -306282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306282.218750 Penalty: 4047.758789
	Iteration 38Q: 3 clusters Score -306282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306283.250000 Penalty: 4047.758789
	Iteration 39Q: 3 clusters Score -306283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -306284.218750 Penalty: 4047.758789
	Iteration 40F: 3 clusters Score -306284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -306284.750000 Penalty: 4047.758789
	Iteration 41Q: 3 clusters Score -306284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306285.406250 Penalty: 4047.758789
	Iteration 42Q: 3 clusters Score -306285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -306285.593750 Penalty: 4047.758789
	Iteration 43Q: 3 clusters Score -306285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306286.093750 Penalty: 4047.758789
	Iteration 44Q: 3 clusters Score -306286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306286.093750 Penalty: 4047.758789
	Iteration 45F: 3 clusters Score -306286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 316 members 
Entering Unmasked Estep 
Score: -53178.859375 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53178.86 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53408.945312 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53408.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53472.382812 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -53472.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53547.039062 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -53547.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53603.136719 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53603.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53633.937500 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53633.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53660.207031 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53660.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53671.796875 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -53671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53676.289062 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -53676.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53676.289062 Penalty: 3215.621338
	Iteration 9F: 3 clusters Score -53676.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71595.242188 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71595.24 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71849.734375 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71849.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71946.914062 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -71946.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72030.156250 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -72030.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72094.023438 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -72094.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72128.468750 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -72128.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72168.226562 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72168.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72206.195312 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72206.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72257.125000 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72257.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72331.250000 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -72331.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72444.781250 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -72444.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72589.328125 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -72589.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72725.859375 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -72725.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72803.156250 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -72803.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72835.492188 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -72835.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72876.304688 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -72876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72928.421875 Penalty: 3319.273682
	Iteration 16Q: 3 clusters Score -72928.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73017.179688 Penalty: 3319.273682
	Iteration 17Q: 3 clusters Score -73017.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73083.820312 Penalty: 3319.273682
	Iteration 18Q: 3 clusters Score -73083.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73102.734375 Penalty: 3319.273682
	Iteration 19Q: 3 clusters Score -73102.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73116.429688 Penalty: 3319.273682
	Iteration 20F: 3 clusters Score -73116.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73123.156250 Penalty: 3319.273682
	Iteration 21Q: 3 clusters Score -73123.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73128.375000 Penalty: 3319.273682
	Iteration 22Q: 3 clusters Score -73128.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73133.390625 Penalty: 3319.273682
	Iteration 23Q: 3 clusters Score -73133.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73137.992188 Penalty: 3319.273682
	Iteration 24Q: 3 clusters Score -73137.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73141.546875 Penalty: 3319.273682
	Iteration 25Q: 3 clusters Score -73141.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73145.960938 Penalty: 3319.273682
	Iteration 26Q: 3 clusters Score -73145.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73148.046875 Penalty: 3319.273682
	Iteration 27Q: 3 clusters Score -73148.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73148.046875 Penalty: 3319.273682
	Iteration 28F: 3 clusters Score -73148.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 281580 members 
Mstep: Class 3 contains 7130 members 
Mstep: Class 4 contains 29455 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 378723 members 
Mstep: Class 7 contains 339140 members 
Mstep: Class 8 contains 257845 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32150 members 
Mstep: Class 12 contains 33138 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 87668 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341616.000000 Penalty: 67085.992188
Iteration 239Q: 20 clusters Score -1.583416e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 281647 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29437 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 378188 members 
Mstep: Class 7 contains 339238 members 
Mstep: Class 8 contains 257501 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32151 members 
Mstep: Class 12 contains 33832 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 87723 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341520.000000 Penalty: 67085.992188
Iteration 240F: 20 clusters Score -1.583415e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 281719 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29421 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 377615 members 
Mstep: Class 7 contains 339365 members 
Mstep: Class 8 contains 257157 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32150 members 
Mstep: Class 12 contains 34503 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 87784 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341840.000000 Penalty: 67085.992188
Iteration 241Q: 20 clusters Score -1.583418e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 281750 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29417 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 377058 members 
Mstep: Class 7 contains 339540 members 
Mstep: Class 8 contains 256779 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32155 members 
Mstep: Class 12 contains 35212 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 87832 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342096.000000 Penalty: 67085.992188
Iteration 242Q: 20 clusters Score -1.583421e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 281841 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29417 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 376455 members 
Mstep: Class 7 contains 339604 members 
Mstep: Class 8 contains 256458 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32160 members 
Mstep: Class 12 contains 35944 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 87886 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342288.000000 Penalty: 67085.992188
Iteration 243Q: 20 clusters Score -1.583423e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 281924 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29422 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 375904 members 
Mstep: Class 7 contains 339577 members 
Mstep: Class 8 contains 256126 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32162 members 
Mstep: Class 12 contains 36712 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 2186 members 
Mstep: Class 15 contains 87952 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342160.000000 Penalty: 67085.992188
Iteration 244Q: 20 clusters Score -1.583422e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 282020 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 375368 members 
Mstep: Class 7 contains 339534 members 
Mstep: Class 8 contains 255819 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32154 members 
Mstep: Class 12 contains 37462 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 88025 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342400.000000 Penalty: 67085.992188
Iteration 245Q: 20 clusters Score -1.583424e+08 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 282122 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 29377 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 374817 members 
Mstep: Class 7 contains 339556 members 
Mstep: Class 8 contains 255483 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32136 members 
Mstep: Class 12 contains 38204 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 88118 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342608.000000 Penalty: 67085.992188
Iteration 246Q: 20 clusters Score -1.583426e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 282216 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 29339 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 374258 members 
Mstep: Class 7 contains 339614 members 
Mstep: Class 8 contains 255144 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32118 members 
Mstep: Class 12 contains 38945 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 88193 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343072.000000 Penalty: 67085.992188
Iteration 247Q: 20 clusters Score -1.583431e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 282295 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 29299 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 373680 members 
Mstep: Class 7 contains 339654 members 
Mstep: Class 8 contains 254831 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32108 members 
Mstep: Class 12 contains 39714 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 88257 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343184.000000 Penalty: 67085.992188
Iteration 248Q: 20 clusters Score -1.583432e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 282348 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 29274 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 373112 members 
Mstep: Class 7 contains 339704 members 
Mstep: Class 8 contains 254516 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32097 members 
Mstep: Class 12 contains 40500 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 88329 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342624.000000 Penalty: 67085.992188
Iteration 249Q: 20 clusters Score -1.583426e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 282379 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 29254 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 372501 members 
Mstep: Class 7 contains 339693 members 
Mstep: Class 8 contains 254217 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32091 members 
Mstep: Class 12 contains 41350 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 15 contains 88426 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342832.000000 Penalty: 67085.992188
Iteration 250Q: 20 clusters Score -1.583428e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 282370 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 29231 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 371918 members 
Mstep: Class 7 contains 339739 members 
Mstep: Class 8 contains 253834 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32101 members 
Mstep: Class 12 contains 42229 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 15 contains 88515 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343360.000000 Penalty: 67085.992188
Iteration 251Q: 20 clusters Score -1.583434e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 282370 members 
Mstep: Class 3 contains 7141 members 
Mstep: Class 4 contains 29208 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 371334 members 
Mstep: Class 7 contains 339748 members 
Mstep: Class 8 contains 253459 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32103 members 
Mstep: Class 12 contains 43172 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 88592 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343792.000000 Penalty: 67085.992188
Iteration 252Q: 20 clusters Score -1.583438e+08 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 282313 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 29181 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 370732 members 
Mstep: Class 7 contains 339924 members 
Mstep: Class 8 contains 253020 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32116 members 
Mstep: Class 12 contains 44054 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 88678 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344928.000000 Penalty: 67085.992188
Iteration 253Q: 20 clusters Score -1.583449e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 282256 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 29140 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 370091 members 
Mstep: Class 7 contains 340173 members 
Mstep: Class 8 contains 252553 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32104 members 
Mstep: Class 12 contains 44989 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 88753 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344640.000000 Penalty: 67085.992188
Iteration 254Q: 20 clusters Score -1.583446e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 282180 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 29108 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 369424 members 
Mstep: Class 7 contains 340441 members 
Mstep: Class 8 contains 252083 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32096 members 
Mstep: Class 12 contains 45928 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 88837 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344400.000000 Penalty: 67085.992188
Iteration 255Q: 20 clusters Score -1.583444e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 282089 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 29098 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 368743 members 
Mstep: Class 7 contains 340785 members 
Mstep: Class 8 contains 251537 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32114 members 
Mstep: Class 12 contains 46877 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 88911 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344512.000000 Penalty: 67085.992188
Iteration 256Q: 20 clusters Score -1.583445e+08 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 282039 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 29076 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 367941 members 
Mstep: Class 7 contains 341184 members 
Mstep: Class 8 contains 251014 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32124 members 
Mstep: Class 12 contains 47812 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 89020 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344864.000000 Penalty: 67085.992188
Iteration 257Q: 20 clusters Score -1.583449e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 281979 members 
Mstep: Class 3 contains 7153 members 
Mstep: Class 4 contains 29059 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 367165 members 
Mstep: Class 7 contains 341519 members 
Mstep: Class 8 contains 250476 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32124 members 
Mstep: Class 12 contains 48796 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 89120 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344704.000000 Penalty: 67085.992188
Iteration 258Q: 20 clusters Score -1.583447e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 281938 members 
Mstep: Class 3 contains 7156 members 
Mstep: Class 4 contains 29031 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 366383 members 
Mstep: Class 7 contains 341889 members 
Mstep: Class 8 contains 249918 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32122 members 
Mstep: Class 12 contains 49763 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 89220 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158345344.000000 Penalty: 67085.992188
Iteration 259Q: 20 clusters Score -1.583453e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 281837 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 29013 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 365644 members 
Mstep: Class 7 contains 342265 members 
Mstep: Class 8 contains 249377 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32130 members 
Mstep: Class 12 contains 50778 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 89303 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158345104.000000 Penalty: 67085.992188
Iteration 260F: 20 clusters Score -1.583451e+08 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 281798 members 
Mstep: Class 3 contains 7160 members 
Mstep: Class 4 contains 28998 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 364839 members 
Mstep: Class 7 contains 342573 members 
Mstep: Class 8 contains 248881 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32127 members 
Mstep: Class 12 contains 51809 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 89388 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158345776.000000 Penalty: 67085.992188
Iteration 261Q: 20 clusters Score -1.583458e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 281762 members 
Mstep: Class 3 contains 7161 members 
Mstep: Class 4 contains 28974 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 364067 members 
Mstep: Class 7 contains 342920 members 
Mstep: Class 8 contains 248354 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 52829 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 89477 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346032.000000 Penalty: 67085.992188
Iteration 262Q: 20 clusters Score -1.58346e+08 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 281777 members 
Mstep: Class 3 contains 7161 members 
Mstep: Class 4 contains 28920 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 363278 members 
Mstep: Class 7 contains 343235 members 
Mstep: Class 8 contains 247802 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32126 members 
Mstep: Class 12 contains 53892 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 89581 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346608.000000 Penalty: 67085.992188
Iteration 263Q: 20 clusters Score -1.583466e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 281769 members 
Mstep: Class 3 contains 7163 members 
Mstep: Class 4 contains 28876 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 362489 members 
Mstep: Class 7 contains 343514 members 
Mstep: Class 8 contains 247212 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32122 members 
Mstep: Class 12 contains 55039 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 89675 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346992.000000 Penalty: 67085.992188
Iteration 264Q: 20 clusters Score -1.58347e+08 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 281738 members 
Mstep: Class 3 contains 7163 members 
Mstep: Class 4 contains 28833 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 361704 members 
Mstep: Class 7 contains 343757 members 
Mstep: Class 8 contains 246606 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 32116 members 
Mstep: Class 12 contains 56237 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 89795 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346592.000000 Penalty: 67085.992188
Iteration 265Q: 20 clusters Score -1.583466e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 281640 members 
Mstep: Class 3 contains 7167 members 
Mstep: Class 4 contains 28793 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 360943 members 
Mstep: Class 7 contains 344006 members 
Mstep: Class 8 contains 246004 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 57453 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 89910 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347184.000000 Penalty: 67085.992188
Iteration 266Q: 20 clusters Score -1.583472e+08 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 281655 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 28747 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 360209 members 
Mstep: Class 7 contains 344162 members 
Mstep: Class 8 contains 245390 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32107 members 
Mstep: Class 12 contains 58680 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 90018 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3490 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346736.000000 Penalty: 67085.992188
Iteration 267Q: 20 clusters Score -1.583467e+08 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 281654 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 28730 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 359544 members 
Mstep: Class 7 contains 344262 members 
Mstep: Class 8 contains 244750 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 59921 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 90113 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347488.000000 Penalty: 67085.992188
Iteration 268Q: 20 clusters Score -1.583475e+08 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 281630 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 28708 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 358926 members 
Mstep: Class 7 contains 344381 members 
Mstep: Class 8 contains 244089 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 61157 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 15 contains 90218 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347856.000000 Penalty: 67085.992188
Iteration 269Q: 20 clusters Score -1.583479e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 281680 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 28686 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 358236 members 
Mstep: Class 7 contains 344347 members 
Mstep: Class 8 contains 243463 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32054 members 
Mstep: Class 12 contains 62461 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 90345 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347728.000000 Penalty: 67085.992188
Iteration 270Q: 20 clusters Score -1.583477e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 281716 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 28662 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 357542 members 
Mstep: Class 7 contains 344402 members 
Mstep: Class 8 contains 242796 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32041 members 
Mstep: Class 12 contains 63739 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 90459 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347680.000000 Penalty: 67085.992188
Iteration 271Q: 20 clusters Score -1.583477e+08 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 281746 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 356756 members 
Mstep: Class 7 contains 344504 members 
Mstep: Class 8 contains 242141 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32032 members 
Mstep: Class 12 contains 65050 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 90571 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158348112.000000 Penalty: 67085.992188
Iteration 272Q: 20 clusters Score -1.583481e+08 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 281721 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 28633 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 356007 members 
Mstep: Class 7 contains 344519 members 
Mstep: Class 8 contains 241510 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32039 members 
Mstep: Class 12 contains 66408 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 90697 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347888.000000 Penalty: 67085.992188
Iteration 273Q: 20 clusters Score -1.583479e+08 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 281689 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 28610 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 355290 members 
Mstep: Class 7 contains 344592 members 
Mstep: Class 8 contains 240864 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 67714 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 90829 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158348080.000000 Penalty: 67085.992188
Iteration 274Q: 20 clusters Score -1.583481e+08 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 281612 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 28592 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 354613 members 
Mstep: Class 7 contains 344645 members 
Mstep: Class 8 contains 240265 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32062 members 
Mstep: Class 12 contains 68989 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 90976 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158348336.000000 Penalty: 67085.992188
Iteration 275Q: 20 clusters Score -1.583483e+08 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 281492 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 28564 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 353955 members 
Mstep: Class 7 contains 344741 members 
Mstep: Class 8 contains 239654 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 70306 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 91132 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158348720.000000 Penalty: 67085.992188
Iteration 276Q: 20 clusters Score -1.583487e+08 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 281419 members 
Mstep: Class 3 contains 7201 members 
Mstep: Class 4 contains 28556 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 353307 members 
Mstep: Class 7 contains 344754 members 
Mstep: Class 8 contains 239008 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32035 members 
Mstep: Class 12 contains 71621 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 91304 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158349104.000000 Penalty: 67085.992188
Iteration 277Q: 20 clusters Score -1.583491e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 281393 members 
Mstep: Class 3 contains 7207 members 
Mstep: Class 4 contains 28553 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 352673 members 
Mstep: Class 7 contains 344719 members 
Mstep: Class 8 contains 238417 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32015 members 
Mstep: Class 12 contains 72902 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 91465 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158349440.000000 Penalty: 67085.992188
Iteration 278Q: 20 clusters Score -1.583494e+08 nChanged 5030
Entering ConstructFrom: 
Score: -158349440.000000 Penalty: 67085.992188
Entering ConstructFrom: 
Trying to split cluster 1 (62423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Entering Unmasked Estep 
Score: -6690309.500000 Penalty: 2738.338867
	Iteration 0F: 2 clusters Score -6690310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6648435.000000 Penalty: 5476.677734
	Iteration 0F: 3 clusters Score -6648435 nChanged 29143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -6664884.000000 Penalty: 5476.677734
	Iteration 1F: 3 clusters Score -6664884 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6665955.000000 Penalty: 5476.677734
	Iteration 2Q: 3 clusters Score -6665955 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -6667415.000000 Penalty: 5476.677734
	Iteration 3Q: 3 clusters Score -6667415 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -6669210.500000 Penalty: 5476.677734
	Iteration 4F: 3 clusters Score -6669210 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -6671632.000000 Penalty: 5476.677734
	Iteration 5F: 3 clusters Score -6671632 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -6674582.500000 Penalty: 5476.677734
	Iteration 6F: 3 clusters Score -6674582 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6677599.500000 Penalty: 5476.677734
	Iteration 7F: 3 clusters Score -6677600 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6680572.000000 Penalty: 5476.677734
	Iteration 8F: 3 clusters Score -6680572 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6682897.500000 Penalty: 5476.677734
	Iteration 9Q: 3 clusters Score -6682898 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6684752.000000 Penalty: 5476.677734
	Iteration 10Q: 3 clusters Score -6684752 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -6686277.500000 Penalty: 5476.677734
	Iteration 11Q: 3 clusters Score -6686278 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -6687490.500000 Penalty: 5476.677734
	Iteration 12Q: 3 clusters Score -6687490 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -6688338.500000 Penalty: 5476.677734
	Iteration 13Q: 3 clusters Score -6688338 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6688887.500000 Penalty: 5476.677734
	Iteration 14Q: 3 clusters Score -6688888 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -6689224.500000 Penalty: 5476.677734
	Iteration 15Q: 3 clusters Score -6689224 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -6689482.000000 Penalty: 5476.677734
	Iteration 16Q: 3 clusters Score -6689482 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6689699.500000 Penalty: 5476.677734
	Iteration 17Q: 3 clusters Score -6689700 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6689940.500000 Penalty: 5476.677734
	Iteration 18Q: 3 clusters Score -6689940 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6690080.000000 Penalty: 5476.677734
	Iteration 19Q: 3 clusters Score -6690080 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6690201.500000 Penalty: 5476.677734
	Iteration 20F: 3 clusters Score -6690202 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -6690322.500000 Penalty: 5476.677734
	Iteration 21Q: 3 clusters Score -6690322 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6690466.000000 Penalty: 5476.677734
	Iteration 22Q: 3 clusters Score -6690466 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6690600.000000 Penalty: 5476.677734
	Iteration 23Q: 3 clusters Score -6690600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -6690661.000000 Penalty: 5476.677734
	Iteration 24Q: 3 clusters Score -6690661 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6690712.500000 Penalty: 5476.677734
	Iteration 25Q: 3 clusters Score -6690712 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6690782.000000 Penalty: 5476.677734
	Iteration 26Q: 3 clusters Score -6690782 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6690814.500000 Penalty: 5476.677734
	Iteration 27Q: 3 clusters Score -6690814 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6690825.000000 Penalty: 5476.677734
	Iteration 28Q: 3 clusters Score -6690825 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6690826.500000 Penalty: 5476.677734
	Iteration 29Q: 3 clusters Score -6690826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -6690855.000000 Penalty: 5476.677734
	Iteration 30Q: 3 clusters Score -6690855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -6690857.000000 Penalty: 5476.677734
	Iteration 31Q: 3 clusters Score -6690857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -6690878.000000 Penalty: 5476.677734
	Iteration 32Q: 3 clusters Score -6690878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -6690886.000000 Penalty: 5476.677734
	Iteration 33Q: 3 clusters Score -6690886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6690897.000000 Penalty: 5476.677734
	Iteration 34Q: 3 clusters Score -6690897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6690888.500000 Penalty: 5476.677734
	Iteration 35Q: 3 clusters Score -6690888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -6690887.500000 Penalty: 5476.677734
	Iteration 36Q: 3 clusters Score -6690888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -6690901.000000 Penalty: 5476.677734
	Iteration 37Q: 3 clusters Score -6690901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -6690926.000000 Penalty: 5476.677734
	Iteration 38Q: 3 clusters Score -6690926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6690917.500000 Penalty: 5476.677734
	Iteration 39Q: 3 clusters Score -6690918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6690923.000000 Penalty: 5476.677734
	Iteration 40F: 3 clusters Score -6690923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6690909.500000 Penalty: 5476.677734
	Iteration 41Q: 3 clusters Score -6690910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6690932.500000 Penalty: 5476.677734
	Iteration 42Q: 3 clusters Score -6690932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -6690928.500000 Penalty: 5476.677734
	Iteration 43Q: 3 clusters Score -6690928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -6690926.500000 Penalty: 5476.677734
	Iteration 44Q: 3 clusters Score -6690926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -6690932.500000 Penalty: 5476.677734
	Iteration 45Q: 3 clusters Score -6690932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6690933.500000 Penalty: 5476.677734
	Iteration 46Q: 3 clusters Score -6690934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -6690931.500000 Penalty: 5476.677734
	Iteration 47Q: 3 clusters Score -6690932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -6690933.500000 Penalty: 5476.677734
	Iteration 48Q: 3 clusters Score -6690934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -6690935.000000 Penalty: 5476.677734
	Iteration 49Q: 3 clusters Score -6690935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -6690932.000000 Penalty: 5476.677734
	Iteration 50Q: 3 clusters Score -6690932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6690930.000000 Penalty: 5476.677734
	Iteration 51Q: 3 clusters Score -6690930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6690930.000000 Penalty: 5476.677734
	Iteration 52F: 3 clusters Score -6690930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 281359 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 28564 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 352011 members 
Mstep: Class 7 contains 344714 members 
Mstep: Class 8 contains 237778 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32004 members 
Mstep: Class 12 contains 74190 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 91630 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3469 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 44327 members 
Entering Unmasked Estep 
Score: -158349136.000000 Penalty: 70616.835938
Splitting cluster 1 changes total score from -158349440.000000 to -158349136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (281359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281359 members 
Entering Unmasked Estep 
Score: -29845064.000000 Penalty: 3111.751953
	Iteration 0F: 2 clusters Score -2.984506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140846 members 
Mstep: Class 2 contains 140513 members 
Entering Unmasked Estep 
Score: -29662288.000000 Penalty: 6223.503906
	Iteration 0F: 3 clusters Score -2.966229e+07 nChanged 136340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -29742542.000000 Penalty: 6223.503906
	Iteration 1F: 3 clusters Score -2.974254e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 136784 members 
Entering Unmasked Estep 
Score: -29743832.000000 Penalty: 6223.503906
	Iteration 2Q: 3 clusters Score -2.974383e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146641 members 
Mstep: Class 2 contains 134718 members 
Entering Unmasked Estep 
Score: -29745614.000000 Penalty: 6223.503906
	Iteration 3Q: 3 clusters Score -2.974561e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 131443 members 
Entering Unmasked Estep 
Score: -29747880.000000 Penalty: 6223.503906
	Iteration 4Q: 3 clusters Score -2.974788e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 126456 members 
Entering Unmasked Estep 
Score: -29751404.000000 Penalty: 6223.503906
	Iteration 5Q: 3 clusters Score -2.97514e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162365 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -29756430.000000 Penalty: 6223.503906
	Iteration 6Q: 3 clusters Score -2.975643e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -29764334.000000 Penalty: 6223.503906
	Iteration 7F: 3 clusters Score -2.976433e+07 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186969 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -29775856.000000 Penalty: 6223.503906
	Iteration 8F: 3 clusters Score -2.977586e+07 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203227 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -29790310.000000 Penalty: 6223.503906
	Iteration 9F: 3 clusters Score -2.979031e+07 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -29804170.000000 Penalty: 6223.503906
	Iteration 10F: 3 clusters Score -2.980417e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231923 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -29814866.000000 Penalty: 6223.503906
	Iteration 11F: 3 clusters Score -2.981487e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241591 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -29822462.000000 Penalty: 6223.503906
	Iteration 12Q: 3 clusters Score -2.982246e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248950 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -29828016.000000 Penalty: 6223.503906
	Iteration 13Q: 3 clusters Score -2.982802e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254816 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -29832198.000000 Penalty: 6223.503906
	Iteration 14Q: 3 clusters Score -2.98322e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259343 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -29835776.000000 Penalty: 6223.503906
	Iteration 15Q: 3 clusters Score -2.983578e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262788 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -29838184.000000 Penalty: 6223.503906
	Iteration 16Q: 3 clusters Score -2.983818e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265391 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -29839432.000000 Penalty: 6223.503906
	Iteration 17Q: 3 clusters Score -2.983943e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267491 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -29840486.000000 Penalty: 6223.503906
	Iteration 18Q: 3 clusters Score -2.984049e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269178 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -29841276.000000 Penalty: 6223.503906
	Iteration 19Q: 3 clusters Score -2.984128e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270604 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -29841740.000000 Penalty: 6223.503906
	Iteration 20F: 3 clusters Score -2.984174e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271698 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -29842062.000000 Penalty: 6223.503906
	Iteration 21Q: 3 clusters Score -2.984206e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272644 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -29842432.000000 Penalty: 6223.503906
	Iteration 22Q: 3 clusters Score -2.984243e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273414 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -29842694.000000 Penalty: 6223.503906
	Iteration 23Q: 3 clusters Score -2.984269e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274051 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -29843036.000000 Penalty: 6223.503906
	Iteration 24Q: 3 clusters Score -2.984304e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274580 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -29843266.000000 Penalty: 6223.503906
	Iteration 25Q: 3 clusters Score -2.984327e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274984 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -29843312.000000 Penalty: 6223.503906
	Iteration 26Q: 3 clusters Score -2.984331e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275317 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -29843356.000000 Penalty: 6223.503906
	Iteration 27Q: 3 clusters Score -2.984336e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275625 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -29843476.000000 Penalty: 6223.503906
	Iteration 28Q: 3 clusters Score -2.984348e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275896 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -29843510.000000 Penalty: 6223.503906
	Iteration 29Q: 3 clusters Score -2.984351e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276109 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -29843560.000000 Penalty: 6223.503906
	Iteration 30Q: 3 clusters Score -2.984356e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276267 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -29843560.000000 Penalty: 6223.503906
	Iteration 31Q: 3 clusters Score -2.984356e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276405 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -29843570.000000 Penalty: 6223.503906
	Iteration 32Q: 3 clusters Score -2.984357e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276529 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -29843568.000000 Penalty: 6223.503906
	Iteration 33Q: 3 clusters Score -2.984357e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276642 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -29843600.000000 Penalty: 6223.503906
	Iteration 34Q: 3 clusters Score -2.98436e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276724 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -29843624.000000 Penalty: 6223.503906
	Iteration 35Q: 3 clusters Score -2.984362e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276814 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -29843636.000000 Penalty: 6223.503906
	Iteration 36Q: 3 clusters Score -2.984364e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276893 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -29843648.000000 Penalty: 6223.503906
	Iteration 37Q: 3 clusters Score -2.984365e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276973 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -29843654.000000 Penalty: 6223.503906
	Iteration 38Q: 3 clusters Score -2.984365e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277052 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -29843678.000000 Penalty: 6223.503906
	Iteration 39Q: 3 clusters Score -2.984368e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277116 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -29843702.000000 Penalty: 6223.503906
	Iteration 40F: 3 clusters Score -2.98437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277173 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -29843686.000000 Penalty: 6223.503906
	Iteration 41Q: 3 clusters Score -2.984369e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277218 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -29843664.000000 Penalty: 6223.503906
	Iteration 42Q: 3 clusters Score -2.984366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277255 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -29843676.000000 Penalty: 6223.503906
	Iteration 43Q: 3 clusters Score -2.984368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277293 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -29843686.000000 Penalty: 6223.503906
	Iteration 44Q: 3 clusters Score -2.984369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277322 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -29843696.000000 Penalty: 6223.503906
	Iteration 45Q: 3 clusters Score -2.98437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277340 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -29843680.000000 Penalty: 6223.503906
	Iteration 46Q: 3 clusters Score -2.984368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277352 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -29843694.000000 Penalty: 6223.503906
	Iteration 47Q: 3 clusters Score -2.984369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277364 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -29843708.000000 Penalty: 6223.503906
	Iteration 48Q: 3 clusters Score -2.984371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277382 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -29843712.000000 Penalty: 6223.503906
	Iteration 49Q: 3 clusters Score -2.984371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277400 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -29843738.000000 Penalty: 6223.503906
	Iteration 50Q: 3 clusters Score -2.984374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277424 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -29843754.000000 Penalty: 6223.503906
	Iteration 51Q: 3 clusters Score -2.984375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277442 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -29843752.000000 Penalty: 6223.503906
	Iteration 52Q: 3 clusters Score -2.984375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277460 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -29843756.000000 Penalty: 6223.503906
	Iteration 53Q: 3 clusters Score -2.984376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277474 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -29843742.000000 Penalty: 6223.503906
	Iteration 54Q: 3 clusters Score -2.984374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277480 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -29843762.000000 Penalty: 6223.503906
	Iteration 55Q: 3 clusters Score -2.984376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277494 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -29843742.000000 Penalty: 6223.503906
	Iteration 56Q: 3 clusters Score -2.984374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277509 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -29843730.000000 Penalty: 6223.503906
	Iteration 57Q: 3 clusters Score -2.984373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277516 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -29843708.000000 Penalty: 6223.503906
	Iteration 58Q: 3 clusters Score -2.984371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277528 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -29843702.000000 Penalty: 6223.503906
	Iteration 59Q: 3 clusters Score -2.98437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277545 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -29843668.000000 Penalty: 6223.503906
	Iteration 60F: 3 clusters Score -2.984367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277562 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -29843690.000000 Penalty: 6223.503906
	Iteration 61Q: 3 clusters Score -2.984369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277579 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -29843698.000000 Penalty: 6223.503906
	Iteration 62Q: 3 clusters Score -2.98437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277592 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -29843720.000000 Penalty: 6223.503906
	Iteration 63Q: 3 clusters Score -2.984372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277598 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -29843710.000000 Penalty: 6223.503906
	Iteration 64Q: 3 clusters Score -2.984371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277602 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -29843716.000000 Penalty: 6223.503906
	Iteration 65Q: 3 clusters Score -2.984372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277601 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -29843686.000000 Penalty: 6223.503906
	Iteration 66Q: 3 clusters Score -2.984369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277599 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -29843696.000000 Penalty: 6223.503906
	Iteration 67Q: 3 clusters Score -2.98437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277600 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -29843714.000000 Penalty: 6223.503906
	Iteration 68Q: 3 clusters Score -2.984371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277602 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -29843696.000000 Penalty: 6223.503906
	Iteration 69Q: 3 clusters Score -2.98437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277608 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -29843694.000000 Penalty: 6223.503906
	Iteration 70Q: 3 clusters Score -2.984369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277613 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -29843704.000000 Penalty: 6223.503906
	Iteration 71Q: 3 clusters Score -2.98437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277617 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -29843718.000000 Penalty: 6223.503906
	Iteration 72Q: 3 clusters Score -2.984372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277620 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -29843718.000000 Penalty: 6223.503906
	Iteration 73Q: 3 clusters Score -2.984372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277623 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -29843720.000000 Penalty: 6223.503906
	Iteration 74Q: 3 clusters Score -2.984372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277624 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -29843722.000000 Penalty: 6223.503906
	Iteration 75Q: 3 clusters Score -2.984372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277626 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -29843720.000000 Penalty: 6223.503906
	Iteration 76Q: 3 clusters Score -2.984372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277628 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -29843704.000000 Penalty: 6223.503906
	Iteration 77Q: 3 clusters Score -2.98437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277631 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -29843710.000000 Penalty: 6223.503906
	Iteration 78Q: 3 clusters Score -2.984371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277634 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -29843696.000000 Penalty: 6223.503906
	Iteration 79Q: 3 clusters Score -2.98437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277639 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -29843722.000000 Penalty: 6223.503906
	Iteration 80F: 3 clusters Score -2.984372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277644 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -29843730.000000 Penalty: 6223.503906
	Iteration 81Q: 3 clusters Score -2.984373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277648 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -29843710.000000 Penalty: 6223.503906
	Iteration 82Q: 3 clusters Score -2.984371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277657 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -29843712.000000 Penalty: 6223.503906
	Iteration 83Q: 3 clusters Score -2.984371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277660 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -29843718.000000 Penalty: 6223.503906
	Iteration 84Q: 3 clusters Score -2.984372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277665 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -29843712.000000 Penalty: 6223.503906
	Iteration 85Q: 3 clusters Score -2.984371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277669 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -29843708.000000 Penalty: 6223.503906
	Iteration 86Q: 3 clusters Score -2.984371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277675 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -29843712.000000 Penalty: 6223.503906
	Iteration 87Q: 3 clusters Score -2.984371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277685 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -29843726.000000 Penalty: 6223.503906
	Iteration 88Q: 3 clusters Score -2.984373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277689 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -29843724.000000 Penalty: 6223.503906
	Iteration 89Q: 3 clusters Score -2.984372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277695 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -29843718.000000 Penalty: 6223.503906
	Iteration 90Q: 3 clusters Score -2.984372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277701 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -29843704.000000 Penalty: 6223.503906
	Iteration 91Q: 3 clusters Score -2.98437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277706 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -29843696.000000 Penalty: 6223.503906
	Iteration 92Q: 3 clusters Score -2.98437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277714 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -29843702.000000 Penalty: 6223.503906
	Iteration 93Q: 3 clusters Score -2.98437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277722 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -29843716.000000 Penalty: 6223.503906
	Iteration 94Q: 3 clusters Score -2.984372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277727 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -29843700.000000 Penalty: 6223.503906
	Iteration 95Q: 3 clusters Score -2.98437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277733 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -29843704.000000 Penalty: 6223.503906
	Iteration 96Q: 3 clusters Score -2.98437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277737 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -29843708.000000 Penalty: 6223.503906
	Iteration 97Q: 3 clusters Score -2.984371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277740 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -29843684.000000 Penalty: 6223.503906
	Iteration 98Q: 3 clusters Score -2.984368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277744 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -29843694.000000 Penalty: 6223.503906
	Iteration 99Q: 3 clusters Score -2.984369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277750 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -29843712.000000 Penalty: 6223.503906
	Iteration 100F: 3 clusters Score -2.984371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277754 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -29843728.000000 Penalty: 6223.503906
	Iteration 101Q: 3 clusters Score -2.984373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277757 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -29843690.000000 Penalty: 6223.503906
	Iteration 102Q: 3 clusters Score -2.984369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277761 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -29843700.000000 Penalty: 6223.503906
	Iteration 103Q: 3 clusters Score -2.98437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277764 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -29843690.000000 Penalty: 6223.503906
	Iteration 104Q: 3 clusters Score -2.984369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277767 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -29843706.000000 Penalty: 6223.503906
	Iteration 105Q: 3 clusters Score -2.984371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277769 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -29843700.000000 Penalty: 6223.503906
	Iteration 106Q: 3 clusters Score -2.98437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277769 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -29843702.000000 Penalty: 6223.503906
	Iteration 107Q: 3 clusters Score -2.98437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277769 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -29843702.000000 Penalty: 6223.503906
	Iteration 108F: 3 clusters Score -2.98437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -720799.562500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -720799.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -714878.937500 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -714878.9 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -716465.750000 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -716465.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -716849.062500 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -716849.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -717213.000000 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -717213 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -717545.312500 Penalty: 4406.147949
	Iteration 4F: 3 clusters Score -717545.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -717837.937500 Penalty: 4406.147949
	Iteration 5F: 3 clusters Score -717837.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -718083.375000 Penalty: 4406.147949
	Iteration 6F: 3 clusters Score -718083.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -718300.812500 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -718300.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -718490.562500 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -718490.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -718640.187500 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -718640.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -718760.312500 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -718760.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -718851.000000 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -718851 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -718914.437500 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -718914.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -718964.812500 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -718964.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -719012.062500 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -719012.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -719052.250000 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -719052.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -719081.937500 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -719081.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -719105.687500 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -719105.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -719128.187500 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -719128.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -719146.625000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -719146.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -719164.812500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -719164.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -719183.125000 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -719183.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -719199.437500 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -719199.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -719220.062500 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -719220.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -719234.312500 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -719234.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -719250.062500 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -719250.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -719260.250000 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -719260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -719270.312500 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -719270.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -719277.687500 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -719277.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -719289.437500 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -719289.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -719306.062500 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -719306.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -719325.375000 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -719325.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -719342.812500 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -719342.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -719368.750000 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -719368.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -719391.062500 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -719391.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -719412.687500 Penalty: 4406.147949
	Iteration 35Q: 3 clusters Score -719412.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -719441.437500 Penalty: 4406.147949
	Iteration 36Q: 3 clusters Score -719441.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -719481.125000 Penalty: 4406.147949
	Iteration 37Q: 3 clusters Score -719481.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -719526.750000 Penalty: 4406.147949
	Iteration 38Q: 3 clusters Score -719526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -719547.687500 Penalty: 4406.147949
	Iteration 39Q: 3 clusters Score -719547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -719555.187500 Penalty: 4406.147949
	Iteration 40F: 3 clusters Score -719555.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -719562.312500 Penalty: 4406.147949
	Iteration 41Q: 3 clusters Score -719562.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -719571.062500 Penalty: 4406.147949
	Iteration 42Q: 3 clusters Score -719571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -719581.062500 Penalty: 4406.147949
	Iteration 43Q: 3 clusters Score -719581.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -719586.687500 Penalty: 4406.147949
	Iteration 44Q: 3 clusters Score -719586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -719592.750000 Penalty: 4406.147949
	Iteration 45Q: 3 clusters Score -719592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -719594.187500 Penalty: 4406.147949
	Iteration 46Q: 3 clusters Score -719594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -719593.937500 Penalty: 4406.147949
	Iteration 47Q: 3 clusters Score -719593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -719593.937500 Penalty: 4406.147949
	Iteration 48F: 3 clusters Score -719593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Entering Unmasked Estep 
Score: -3083577.250000 Penalty: 2544.455811
	Iteration 0F: 2 clusters Score -3083577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3064037.750000 Penalty: 5088.911621
	Iteration 0F: 3 clusters Score -3064038 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3070889.250000 Penalty: 5088.911621
	Iteration 1F: 3 clusters Score -3070889 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3071320.500000 Penalty: 5088.911621
	Iteration 2Q: 3 clusters Score -3071320 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3071689.500000 Penalty: 5088.911621
	Iteration 3Q: 3 clusters Score -3071690 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3071969.750000 Penalty: 5088.911621
	Iteration 4Q: 3 clusters Score -3071970 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3072225.500000 Penalty: 5088.911621
	Iteration 5Q: 3 clusters Score -3072226 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3072405.250000 Penalty: 5088.911621
	Iteration 6Q: 3 clusters Score -3072405 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3072569.500000 Penalty: 5088.911621
	Iteration 7Q: 3 clusters Score -3072570 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3072754.000000 Penalty: 5088.911621
	Iteration 8Q: 3 clusters Score -3072754 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3072994.500000 Penalty: 5088.911621
	Iteration 9Q: 3 clusters Score -3072994 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3073273.500000 Penalty: 5088.911621
	Iteration 10Q: 3 clusters Score -3073274 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3073604.000000 Penalty: 5088.911621
	Iteration 11Q: 3 clusters Score -3073604 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3073925.000000 Penalty: 5088.911621
	Iteration 12Q: 3 clusters Score -3073925 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3074297.750000 Penalty: 5088.911621
	Iteration 13Q: 3 clusters Score -3074298 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3074730.500000 Penalty: 5088.911621
	Iteration 14Q: 3 clusters Score -3074730 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3075249.250000 Penalty: 5088.911621
	Iteration 15Q: 3 clusters Score -3075249 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3075873.500000 Penalty: 5088.911621
	Iteration 16Q: 3 clusters Score -3075874 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3076596.000000 Penalty: 5088.911621
	Iteration 17Q: 3 clusters Score -3076596 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3077342.000000 Penalty: 5088.911621
	Iteration 18Q: 3 clusters Score -3077342 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3078034.500000 Penalty: 5088.911621
	Iteration 19Q: 3 clusters Score -3078034 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3078525.750000 Penalty: 5088.911621
	Iteration 20F: 3 clusters Score -3078526 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3078840.750000 Penalty: 5088.911621
	Iteration 21Q: 3 clusters Score -3078841 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3079042.500000 Penalty: 5088.911621
	Iteration 22Q: 3 clusters Score -3079042 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3079202.250000 Penalty: 5088.911621
	Iteration 23Q: 3 clusters Score -3079202 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3079326.750000 Penalty: 5088.911621
	Iteration 24Q: 3 clusters Score -3079327 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3079451.500000 Penalty: 5088.911621
	Iteration 25Q: 3 clusters Score -3079452 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3079533.250000 Penalty: 5088.911621
	Iteration 26Q: 3 clusters Score -3079533 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3079656.000000 Penalty: 5088.911621
	Iteration 27Q: 3 clusters Score -3079656 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3079728.000000 Penalty: 5088.911621
	Iteration 28Q: 3 clusters Score -3079728 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3079814.000000 Penalty: 5088.911621
	Iteration 29Q: 3 clusters Score -3079814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3079872.250000 Penalty: 5088.911621
	Iteration 30Q: 3 clusters Score -3079872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3079952.750000 Penalty: 5088.911621
	Iteration 31Q: 3 clusters Score -3079953 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3080041.000000 Penalty: 5088.911621
	Iteration 32Q: 3 clusters Score -3080041 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3080132.000000 Penalty: 5088.911621
	Iteration 33Q: 3 clusters Score -3080132 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3080196.000000 Penalty: 5088.911621
	Iteration 34Q: 3 clusters Score -3080196 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3080273.250000 Penalty: 5088.911621
	Iteration 35Q: 3 clusters Score -3080273 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3080365.250000 Penalty: 5088.911621
	Iteration 36Q: 3 clusters Score -3080365 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3080422.500000 Penalty: 5088.911621
	Iteration 37Q: 3 clusters Score -3080422 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3080510.750000 Penalty: 5088.911621
	Iteration 38Q: 3 clusters Score -3080511 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3080557.750000 Penalty: 5088.911621
	Iteration 39Q: 3 clusters Score -3080558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3080610.500000 Penalty: 5088.911621
	Iteration 40F: 3 clusters Score -3080610 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3080658.500000 Penalty: 5088.911621
	Iteration 41Q: 3 clusters Score -3080658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3080703.750000 Penalty: 5088.911621
	Iteration 42Q: 3 clusters Score -3080704 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3080743.500000 Penalty: 5088.911621
	Iteration 43Q: 3 clusters Score -3080744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3080785.750000 Penalty: 5088.911621
	Iteration 44Q: 3 clusters Score -3080786 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3080856.750000 Penalty: 5088.911621
	Iteration 45Q: 3 clusters Score -3080857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3080882.250000 Penalty: 5088.911621
	Iteration 46Q: 3 clusters Score -3080882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3080921.000000 Penalty: 5088.911621
	Iteration 47Q: 3 clusters Score -3080921 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3080963.500000 Penalty: 5088.911621
	Iteration 48Q: 3 clusters Score -3080964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3080993.250000 Penalty: 5088.911621
	Iteration 49Q: 3 clusters Score -3080993 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3081033.750000 Penalty: 5088.911621
	Iteration 50Q: 3 clusters Score -3081034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3081064.250000 Penalty: 5088.911621
	Iteration 51Q: 3 clusters Score -3081064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3081093.250000 Penalty: 5088.911621
	Iteration 52Q: 3 clusters Score -3081093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3081131.750000 Penalty: 5088.911621
	Iteration 53Q: 3 clusters Score -3081132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3081161.500000 Penalty: 5088.911621
	Iteration 54Q: 3 clusters Score -3081162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3081183.250000 Penalty: 5088.911621
	Iteration 55Q: 3 clusters Score -3081183 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3081202.000000 Penalty: 5088.911621
	Iteration 56Q: 3 clusters Score -3081202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3081237.000000 Penalty: 5088.911621
	Iteration 57Q: 3 clusters Score -3081237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3081257.250000 Penalty: 5088.911621
	Iteration 58Q: 3 clusters Score -3081257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3081289.750000 Penalty: 5088.911621
	Iteration 59Q: 3 clusters Score -3081290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3081322.500000 Penalty: 5088.911621
	Iteration 60F: 3 clusters Score -3081322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3081345.000000 Penalty: 5088.911621
	Iteration 61Q: 3 clusters Score -3081345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3081364.750000 Penalty: 5088.911621
	Iteration 62Q: 3 clusters Score -3081365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -3081375.500000 Penalty: 5088.911621
	Iteration 63Q: 3 clusters Score -3081376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3081377.500000 Penalty: 5088.911621
	Iteration 64Q: 3 clusters Score -3081378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3081397.250000 Penalty: 5088.911621
	Iteration 65Q: 3 clusters Score -3081397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3081411.750000 Penalty: 5088.911621
	Iteration 66Q: 3 clusters Score -3081412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3081430.250000 Penalty: 5088.911621
	Iteration 67Q: 3 clusters Score -3081430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3081461.000000 Penalty: 5088.911621
	Iteration 68Q: 3 clusters Score -3081461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3081478.000000 Penalty: 5088.911621
	Iteration 69Q: 3 clusters Score -3081478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3081495.500000 Penalty: 5088.911621
	Iteration 70Q: 3 clusters Score -3081496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3081520.500000 Penalty: 5088.911621
	Iteration 71Q: 3 clusters Score -3081520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3081528.000000 Penalty: 5088.911621
	Iteration 72Q: 3 clusters Score -3081528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3081539.500000 Penalty: 5088.911621
	Iteration 73Q: 3 clusters Score -3081540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3081564.750000 Penalty: 5088.911621
	Iteration 74Q: 3 clusters Score -3081565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3081582.750000 Penalty: 5088.911621
	Iteration 75Q: 3 clusters Score -3081583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3081604.750000 Penalty: 5088.911621
	Iteration 76Q: 3 clusters Score -3081605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3081619.500000 Penalty: 5088.911621
	Iteration 77Q: 3 clusters Score -3081620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3081619.750000 Penalty: 5088.911621
	Iteration 78Q: 3 clusters Score -3081620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3081621.750000 Penalty: 5088.911621
	Iteration 79Q: 3 clusters Score -3081622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3081631.500000 Penalty: 5088.911621
	Iteration 80F: 3 clusters Score -3081632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3081644.500000 Penalty: 5088.911621
	Iteration 81Q: 3 clusters Score -3081644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3081657.250000 Penalty: 5088.911621
	Iteration 82Q: 3 clusters Score -3081657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3081682.750000 Penalty: 5088.911621
	Iteration 83Q: 3 clusters Score -3081683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3081690.500000 Penalty: 5088.911621
	Iteration 84Q: 3 clusters Score -3081690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3081694.250000 Penalty: 5088.911621
	Iteration 85Q: 3 clusters Score -3081694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3081707.500000 Penalty: 5088.911621
	Iteration 86Q: 3 clusters Score -3081708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3081715.750000 Penalty: 5088.911621
	Iteration 87Q: 3 clusters Score -3081716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3081725.250000 Penalty: 5088.911621
	Iteration 88Q: 3 clusters Score -3081725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3081736.750000 Penalty: 5088.911621
	Iteration 89Q: 3 clusters Score -3081737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3081754.500000 Penalty: 5088.911621
	Iteration 90Q: 3 clusters Score -3081754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3081765.250000 Penalty: 5088.911621
	Iteration 91Q: 3 clusters Score -3081765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3081772.000000 Penalty: 5088.911621
	Iteration 92Q: 3 clusters Score -3081772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3081779.000000 Penalty: 5088.911621
	Iteration 93Q: 3 clusters Score -3081779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3081784.750000 Penalty: 5088.911621
	Iteration 94Q: 3 clusters Score -3081785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3081789.500000 Penalty: 5088.911621
	Iteration 95Q: 3 clusters Score -3081790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3081790.250000 Penalty: 5088.911621
	Iteration 96Q: 3 clusters Score -3081790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3081795.500000 Penalty: 5088.911621
	Iteration 97Q: 3 clusters Score -3081796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3081805.500000 Penalty: 5088.911621
	Iteration 98Q: 3 clusters Score -3081806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3081804.500000 Penalty: 5088.911621
	Iteration 99Q: 3 clusters Score -3081804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3081809.500000 Penalty: 5088.911621
	Iteration 100F: 3 clusters Score -3081810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3081821.500000 Penalty: 5088.911621
	Iteration 101Q: 3 clusters Score -3081822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3081826.000000 Penalty: 5088.911621
	Iteration 102Q: 3 clusters Score -3081826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3081832.000000 Penalty: 5088.911621
	Iteration 103Q: 3 clusters Score -3081832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3081836.750000 Penalty: 5088.911621
	Iteration 104Q: 3 clusters Score -3081837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3081840.250000 Penalty: 5088.911621
	Iteration 105Q: 3 clusters Score -3081840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3081838.250000 Penalty: 5088.911621
	Iteration 106Q: 3 clusters Score -3081838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3081842.500000 Penalty: 5088.911621
	Iteration 107Q: 3 clusters Score -3081842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3081841.250000 Penalty: 5088.911621
	Iteration 108Q: 3 clusters Score -3081841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3081840.750000 Penalty: 5088.911621
	Iteration 109Q: 3 clusters Score -3081841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3081843.000000 Penalty: 5088.911621
	Iteration 110Q: 3 clusters Score -3081843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3081845.000000 Penalty: 5088.911621
	Iteration 111Q: 3 clusters Score -3081845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3081845.000000 Penalty: 5088.911621
	Iteration 112F: 3 clusters Score -3081845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -224080.015625 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -224080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -221377.625000 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -221377.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -221881.406250 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -221881.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -222020.281250 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -222020.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -222107.968750 Penalty: 3811.424805
	Iteration 3Q: 3 clusters Score -222108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -222173.046875 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -222173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -222213.765625 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -222213.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -222242.578125 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -222242.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -222274.437500 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -222274.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -222310.671875 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -222310.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -222346.515625 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -222346.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -222380.687500 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -222380.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -222418.421875 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -222418.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -222469.000000 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -222469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -222529.171875 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -222529.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -222614.656250 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -222614.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -222710.265625 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -222710.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -222810.656250 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -222810.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -222908.515625 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -222908.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -222986.406250 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -222986.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223038.796875 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -223038.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223072.546875 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -223072.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -223092.406250 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -223092.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223108.968750 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -223109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -223121.953125 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -223122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223140.578125 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -223140.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223151.812500 Penalty: 3811.424805
	Iteration 25Q: 3 clusters Score -223151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223165.203125 Penalty: 3811.424805
	Iteration 26Q: 3 clusters Score -223165.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -223176.859375 Penalty: 3811.424805
	Iteration 27Q: 3 clusters Score -223176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -223189.562500 Penalty: 3811.424805
	Iteration 28Q: 3 clusters Score -223189.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -223200.796875 Penalty: 3811.424805
	Iteration 29Q: 3 clusters Score -223200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -223210.890625 Penalty: 3811.424805
	Iteration 30Q: 3 clusters Score -223210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -223213.281250 Penalty: 3811.424805
	Iteration 31Q: 3 clusters Score -223213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223218.562500 Penalty: 3811.424805
	Iteration 32Q: 3 clusters Score -223218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -223226.265625 Penalty: 3811.424805
	Iteration 33Q: 3 clusters Score -223226.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -223239.953125 Penalty: 3811.424805
	Iteration 34Q: 3 clusters Score -223240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -223246.484375 Penalty: 3811.424805
	Iteration 35Q: 3 clusters Score -223246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -223250.812500 Penalty: 3811.424805
	Iteration 36Q: 3 clusters Score -223250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223254.671875 Penalty: 3811.424805
	Iteration 37Q: 3 clusters Score -223254.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -223259.453125 Penalty: 3811.424805
	Iteration 38Q: 3 clusters Score -223259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223267.546875 Penalty: 3811.424805
	Iteration 39Q: 3 clusters Score -223267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -223270.406250 Penalty: 3811.424805
	Iteration 40F: 3 clusters Score -223270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -223273.562500 Penalty: 3811.424805
	Iteration 41Q: 3 clusters Score -223273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -223275.656250 Penalty: 3811.424805
	Iteration 42Q: 3 clusters Score -223275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -223278.859375 Penalty: 3811.424805
	Iteration 43Q: 3 clusters Score -223278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -223281.421875 Penalty: 3811.424805
	Iteration 44Q: 3 clusters Score -223281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -223285.156250 Penalty: 3811.424805
	Iteration 45Q: 3 clusters Score -223285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -223291.906250 Penalty: 3811.424805
	Iteration 46Q: 3 clusters Score -223291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -223297.296875 Penalty: 3811.424805
	Iteration 47Q: 3 clusters Score -223297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -223301.578125 Penalty: 3811.424805
	Iteration 48Q: 3 clusters Score -223301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -223306.812500 Penalty: 3811.424805
	Iteration 49Q: 3 clusters Score -223306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223317.609375 Penalty: 3811.424805
	Iteration 50Q: 3 clusters Score -223317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -223332.312500 Penalty: 3811.424805
	Iteration 51Q: 3 clusters Score -223332.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223345.781250 Penalty: 3811.424805
	Iteration 52Q: 3 clusters Score -223345.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223362.765625 Penalty: 3811.424805
	Iteration 53Q: 3 clusters Score -223362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -223375.156250 Penalty: 3811.424805
	Iteration 54Q: 3 clusters Score -223375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -223386.187500 Penalty: 3811.424805
	Iteration 55Q: 3 clusters Score -223386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223398.968750 Penalty: 3811.424805
	Iteration 56Q: 3 clusters Score -223399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -223412.265625 Penalty: 3811.424805
	Iteration 57Q: 3 clusters Score -223412.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -223424.640625 Penalty: 3811.424805
	Iteration 58Q: 3 clusters Score -223424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -223431.046875 Penalty: 3811.424805
	Iteration 59Q: 3 clusters Score -223431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -223434.125000 Penalty: 3811.424805
	Iteration 60F: 3 clusters Score -223434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223434.859375 Penalty: 3811.424805
	Iteration 61Q: 3 clusters Score -223434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223434.859375 Penalty: 3811.424805
	Iteration 62F: 3 clusters Score -223434.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (352011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352011 members 
Entering Unmasked Estep 
Score: -37257920.000000 Penalty: 3167.311523
	Iteration 0F: 2 clusters Score -3.725792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176214 members 
Mstep: Class 2 contains 175797 members 
Entering Unmasked Estep 
Score: -37030024.000000 Penalty: 6334.623047
	Iteration 0F: 3 clusters Score -3.703002e+07 nChanged 170938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179630 members 
Mstep: Class 2 contains 172381 members 
Entering Unmasked Estep 
Score: -37133428.000000 Penalty: 6334.623047
	Iteration 1F: 3 clusters Score -3.713343e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181517 members 
Mstep: Class 2 contains 170494 members 
Entering Unmasked Estep 
Score: -37135872.000000 Penalty: 6334.623047
	Iteration 2Q: 3 clusters Score -3.713587e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184064 members 
Mstep: Class 2 contains 167947 members 
Entering Unmasked Estep 
Score: -37140404.000000 Penalty: 6334.623047
	Iteration 3Q: 3 clusters Score -3.71404e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187011 members 
Mstep: Class 2 contains 165000 members 
Entering Unmasked Estep 
Score: -37148528.000000 Penalty: 6334.623047
	Iteration 4Q: 3 clusters Score -3.714853e+07 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189646 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -37160728.000000 Penalty: 6334.623047
	Iteration 5F: 3 clusters Score -3.716073e+07 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190880 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -37178800.000000 Penalty: 6334.623047
	Iteration 6F: 3 clusters Score -3.71788e+07 nChanged 26098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189584 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -37200000.000000 Penalty: 6334.623047
	Iteration 7F: 3 clusters Score -3.72e+07 nChanged 23859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186493 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -37214816.000000 Penalty: 6334.623047
	Iteration 8F: 3 clusters Score -3.721482e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 168765 members 
Entering Unmasked Estep 
Score: -37220300.000000 Penalty: 6334.623047
	Iteration 9Q: 3 clusters Score -3.72203e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179950 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -37222844.000000 Penalty: 6334.623047
	Iteration 10Q: 3 clusters Score -3.722284e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176294 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -37225048.000000 Penalty: 6334.623047
	Iteration 11Q: 3 clusters Score -3.722505e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 179979 members 
Entering Unmasked Estep 
Score: -37227416.000000 Penalty: 6334.623047
	Iteration 12Q: 3 clusters Score -3.722742e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167534 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -37229952.000000 Penalty: 6334.623047
	Iteration 13Q: 3 clusters Score -3.722995e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 189272 members 
Entering Unmasked Estep 
Score: -37232744.000000 Penalty: 6334.623047
	Iteration 14Q: 3 clusters Score -3.723274e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
Score: -37235436.000000 Penalty: 6334.623047
	Iteration 15Q: 3 clusters Score -3.723544e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 199375 members 
Entering Unmasked Estep 
Score: -37237856.000000 Penalty: 6334.623047
	Iteration 16Q: 3 clusters Score -3.723786e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 204362 members 
Entering Unmasked Estep 
Score: -37240156.000000 Penalty: 6334.623047
	Iteration 17Q: 3 clusters Score -3.724016e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 209177 members 
Entering Unmasked Estep 
Score: -37241588.000000 Penalty: 6334.623047
	Iteration 18Q: 3 clusters Score -3.724159e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 213889 members 
Entering Unmasked Estep 
Score: -37243092.000000 Penalty: 6334.623047
	Iteration 19Q: 3 clusters Score -3.724309e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133634 members 
Mstep: Class 2 contains 218377 members 
Entering Unmasked Estep 
Score: -37244068.000000 Penalty: 6334.623047
	Iteration 20F: 3 clusters Score -3.724407e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 222778 members 
Entering Unmasked Estep 
Score: -37244836.000000 Penalty: 6334.623047
	Iteration 21Q: 3 clusters Score -3.724484e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 227163 members 
Entering Unmasked Estep 
Score: -37245788.000000 Penalty: 6334.623047
	Iteration 22Q: 3 clusters Score -3.724579e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120531 members 
Mstep: Class 2 contains 231480 members 
Entering Unmasked Estep 
Score: -37246400.000000 Penalty: 6334.623047
	Iteration 23Q: 3 clusters Score -3.72464e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 235600 members 
Entering Unmasked Estep 
Score: -37246972.000000 Penalty: 6334.623047
	Iteration 24Q: 3 clusters Score -3.724697e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 239526 members 
Entering Unmasked Estep 
Score: -37247788.000000 Penalty: 6334.623047
	Iteration 25Q: 3 clusters Score -3.724779e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 243380 members 
Entering Unmasked Estep 
Score: -37248520.000000 Penalty: 6334.623047
	Iteration 26Q: 3 clusters Score -3.724852e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 247193 members 
Entering Unmasked Estep 
Score: -37249208.000000 Penalty: 6334.623047
	Iteration 27Q: 3 clusters Score -3.724921e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 251105 members 
Entering Unmasked Estep 
Score: -37249888.000000 Penalty: 6334.623047
	Iteration 28Q: 3 clusters Score -3.724989e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 254879 members 
Entering Unmasked Estep 
Score: -37250472.000000 Penalty: 6334.623047
	Iteration 29Q: 3 clusters Score -3.725047e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 258536 members 
Entering Unmasked Estep 
Score: -37251236.000000 Penalty: 6334.623047
	Iteration 30Q: 3 clusters Score -3.725124e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 262030 members 
Entering Unmasked Estep 
Score: -37251892.000000 Penalty: 6334.623047
	Iteration 31Q: 3 clusters Score -3.725189e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 265448 members 
Entering Unmasked Estep 
Score: -37252540.000000 Penalty: 6334.623047
	Iteration 32Q: 3 clusters Score -3.725254e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 268742 members 
Entering Unmasked Estep 
Score: -37253156.000000 Penalty: 6334.623047
	Iteration 33Q: 3 clusters Score -3.725316e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 271939 members 
Entering Unmasked Estep 
Score: -37253760.000000 Penalty: 6334.623047
	Iteration 34Q: 3 clusters Score -3.725376e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 275031 members 
Entering Unmasked Estep 
Score: -37254164.000000 Penalty: 6334.623047
	Iteration 35Q: 3 clusters Score -3.725416e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 278054 members 
Entering Unmasked Estep 
Score: -37254672.000000 Penalty: 6334.623047
	Iteration 36Q: 3 clusters Score -3.725467e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 280983 members 
Entering Unmasked Estep 
Score: -37255144.000000 Penalty: 6334.623047
	Iteration 37Q: 3 clusters Score -3.725514e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 283819 members 
Entering Unmasked Estep 
Score: -37255656.000000 Penalty: 6334.623047
	Iteration 38Q: 3 clusters Score -3.725566e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 286528 members 
Entering Unmasked Estep 
Score: -37255924.000000 Penalty: 6334.623047
	Iteration 39Q: 3 clusters Score -3.725592e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 289020 members 
Entering Unmasked Estep 
Score: -37256156.000000 Penalty: 6334.623047
	Iteration 40F: 3 clusters Score -3.725616e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 291467 members 
Entering Unmasked Estep 
Score: -37256684.000000 Penalty: 6334.623047
	Iteration 41Q: 3 clusters Score -3.725668e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 293839 members 
Entering Unmasked Estep 
Score: -37257068.000000 Penalty: 6334.623047
	Iteration 42Q: 3 clusters Score -3.725707e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 296082 members 
Entering Unmasked Estep 
Score: -37257292.000000 Penalty: 6334.623047
	Iteration 43Q: 3 clusters Score -3.725729e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 298238 members 
Entering Unmasked Estep 
Score: -37257728.000000 Penalty: 6334.623047
	Iteration 44Q: 3 clusters Score -3.725773e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 300232 members 
Entering Unmasked Estep 
Score: -37258068.000000 Penalty: 6334.623047
	Iteration 45Q: 3 clusters Score -3.725807e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 302180 members 
Entering Unmasked Estep 
Score: -37257988.000000 Penalty: 6334.623047
	Iteration 46Q: 3 clusters Score -3.725799e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 303980 members 
Entering Unmasked Estep 
Score: -37258236.000000 Penalty: 6334.623047
	Iteration 47Q: 3 clusters Score -3.725824e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 305696 members 
Entering Unmasked Estep 
Score: -37258532.000000 Penalty: 6334.623047
	Iteration 48Q: 3 clusters Score -3.725853e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 307354 members 
Entering Unmasked Estep 
Score: -37258776.000000 Penalty: 6334.623047
	Iteration 49Q: 3 clusters Score -3.725878e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 308931 members 
Entering Unmasked Estep 
Score: -37258956.000000 Penalty: 6334.623047
	Iteration 50Q: 3 clusters Score -3.725896e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 310524 members 
Entering Unmasked Estep 
Score: -37259188.000000 Penalty: 6334.623047
	Iteration 51Q: 3 clusters Score -3.725919e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 311963 members 
Entering Unmasked Estep 
Score: -37259484.000000 Penalty: 6334.623047
	Iteration 52Q: 3 clusters Score -3.725948e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 313351 members 
Entering Unmasked Estep 
Score: -37259936.000000 Penalty: 6334.623047
	Iteration 53Q: 3 clusters Score -3.725994e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 314687 members 
Entering Unmasked Estep 
Score: -37260072.000000 Penalty: 6334.623047
	Iteration 54Q: 3 clusters Score -3.726007e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 315954 members 
Entering Unmasked Estep 
Score: -37260288.000000 Penalty: 6334.623047
	Iteration 55Q: 3 clusters Score -3.726029e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 317187 members 
Entering Unmasked Estep 
Score: -37260504.000000 Penalty: 6334.623047
	Iteration 56Q: 3 clusters Score -3.72605e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 318347 members 
Entering Unmasked Estep 
Score: -37260564.000000 Penalty: 6334.623047
	Iteration 57Q: 3 clusters Score -3.726056e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 319477 members 
Entering Unmasked Estep 
Score: -37260684.000000 Penalty: 6334.623047
	Iteration 58Q: 3 clusters Score -3.726068e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 320561 members 
Entering Unmasked Estep 
Score: -37260856.000000 Penalty: 6334.623047
	Iteration 59Q: 3 clusters Score -3.726086e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 321605 members 
Entering Unmasked Estep 
Score: -37260868.000000 Penalty: 6334.623047
	Iteration 60F: 3 clusters Score -3.726087e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 322597 members 
Entering Unmasked Estep 
Score: -37260844.000000 Penalty: 6334.623047
	Iteration 61Q: 3 clusters Score -3.726084e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 323531 members 
Entering Unmasked Estep 
Score: -37260848.000000 Penalty: 6334.623047
	Iteration 62Q: 3 clusters Score -3.726085e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 324435 members 
Entering Unmasked Estep 
Score: -37260764.000000 Penalty: 6334.623047
	Iteration 63Q: 3 clusters Score -3.726076e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 325284 members 
Entering Unmasked Estep 
Score: -37260728.000000 Penalty: 6334.623047
	Iteration 64Q: 3 clusters Score -3.726073e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 326085 members 
Entering Unmasked Estep 
Score: -37260780.000000 Penalty: 6334.623047
	Iteration 65Q: 3 clusters Score -3.726078e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 326863 members 
Entering Unmasked Estep 
Score: -37260692.000000 Penalty: 6334.623047
	Iteration 66Q: 3 clusters Score -3.726069e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 327550 members 
Entering Unmasked Estep 
Score: -37260608.000000 Penalty: 6334.623047
	Iteration 67Q: 3 clusters Score -3.726061e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 328219 members 
Entering Unmasked Estep 
Score: -37260564.000000 Penalty: 6334.623047
	Iteration 68Q: 3 clusters Score -3.726056e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 328883 members 
Entering Unmasked Estep 
Score: -37260476.000000 Penalty: 6334.623047
	Iteration 69Q: 3 clusters Score -3.726048e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 329520 members 
Entering Unmasked Estep 
Score: -37260336.000000 Penalty: 6334.623047
	Iteration 70Q: 3 clusters Score -3.726034e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 330086 members 
Entering Unmasked Estep 
Score: -37260324.000000 Penalty: 6334.623047
	Iteration 71Q: 3 clusters Score -3.726032e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 330663 members 
Entering Unmasked Estep 
Score: -37260328.000000 Penalty: 6334.623047
	Iteration 72Q: 3 clusters Score -3.726033e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 331268 members 
Entering Unmasked Estep 
Score: -37260080.000000 Penalty: 6334.623047
	Iteration 73Q: 3 clusters Score -3.726008e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 331813 members 
Entering Unmasked Estep 
Score: -37260080.000000 Penalty: 6334.623047
	Iteration 74Q: 3 clusters Score -3.726008e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 332333 members 
Entering Unmasked Estep 
Score: -37260052.000000 Penalty: 6334.623047
	Iteration 75Q: 3 clusters Score -3.726005e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 332825 members 
Entering Unmasked Estep 
Score: -37260016.000000 Penalty: 6334.623047
	Iteration 76Q: 3 clusters Score -3.726002e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 333251 members 
Entering Unmasked Estep 
Score: -37259944.000000 Penalty: 6334.623047
	Iteration 77Q: 3 clusters Score -3.725994e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 333669 members 
Entering Unmasked Estep 
Score: -37259808.000000 Penalty: 6334.623047
	Iteration 78Q: 3 clusters Score -3.725981e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 334082 members 
Entering Unmasked Estep 
Score: -37259872.000000 Penalty: 6334.623047
	Iteration 79Q: 3 clusters Score -3.725987e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 334511 members 
Entering Unmasked Estep 
Score: -37259940.000000 Penalty: 6334.623047
	Iteration 80F: 3 clusters Score -3.725994e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 334925 members 
Entering Unmasked Estep 
Score: -37259880.000000 Penalty: 6334.623047
	Iteration 81Q: 3 clusters Score -3.725988e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 335336 members 
Entering Unmasked Estep 
Score: -37259820.000000 Penalty: 6334.623047
	Iteration 82Q: 3 clusters Score -3.725982e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 335721 members 
Entering Unmasked Estep 
Score: -37259752.000000 Penalty: 6334.623047
	Iteration 83Q: 3 clusters Score -3.725975e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 336068 members 
Entering Unmasked Estep 
Score: -37259692.000000 Penalty: 6334.623047
	Iteration 84Q: 3 clusters Score -3.725969e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 336389 members 
Entering Unmasked Estep 
Score: -37259672.000000 Penalty: 6334.623047
	Iteration 85Q: 3 clusters Score -3.725967e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 336686 members 
Entering Unmasked Estep 
Score: -37259596.000000 Penalty: 6334.623047
	Iteration 86Q: 3 clusters Score -3.72596e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 336983 members 
Entering Unmasked Estep 
Score: -37259608.000000 Penalty: 6334.623047
	Iteration 87Q: 3 clusters Score -3.725961e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 337228 members 
Entering Unmasked Estep 
Score: -37259504.000000 Penalty: 6334.623047
	Iteration 88Q: 3 clusters Score -3.72595e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 337464 members 
Entering Unmasked Estep 
Score: -37259472.000000 Penalty: 6334.623047
	Iteration 89Q: 3 clusters Score -3.725947e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 337685 members 
Entering Unmasked Estep 
Score: -37259384.000000 Penalty: 6334.623047
	Iteration 90Q: 3 clusters Score -3.725938e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 337899 members 
Entering Unmasked Estep 
Score: -37259352.000000 Penalty: 6334.623047
	Iteration 91Q: 3 clusters Score -3.725935e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 338110 members 
Entering Unmasked Estep 
Score: -37259308.000000 Penalty: 6334.623047
	Iteration 92Q: 3 clusters Score -3.725931e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 338315 members 
Entering Unmasked Estep 
Score: -37259232.000000 Penalty: 6334.623047
	Iteration 93Q: 3 clusters Score -3.725923e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 338492 members 
Entering Unmasked Estep 
Score: -37259212.000000 Penalty: 6334.623047
	Iteration 94Q: 3 clusters Score -3.725921e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 338648 members 
Entering Unmasked Estep 
Score: -37259196.000000 Penalty: 6334.623047
	Iteration 95Q: 3 clusters Score -3.72592e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 338806 members 
Entering Unmasked Estep 
Score: -37259196.000000 Penalty: 6334.623047
	Iteration 96Q: 3 clusters Score -3.72592e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 338947 members 
Entering Unmasked Estep 
Score: -37259148.000000 Penalty: 6334.623047
	Iteration 97Q: 3 clusters Score -3.725915e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 339117 members 
Entering Unmasked Estep 
Score: -37259112.000000 Penalty: 6334.623047
	Iteration 98Q: 3 clusters Score -3.725911e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 339296 members 
Entering Unmasked Estep 
Score: -37259036.000000 Penalty: 6334.623047
	Iteration 99Q: 3 clusters Score -3.725904e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 339488 members 
Entering Unmasked Estep 
Score: -37258936.000000 Penalty: 6334.623047
	Iteration 100F: 3 clusters Score -3.725894e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 339671 members 
Entering Unmasked Estep 
Score: -37258888.000000 Penalty: 6334.623047
	Iteration 101Q: 3 clusters Score -3.725889e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 339843 members 
Entering Unmasked Estep 
Score: -37258884.000000 Penalty: 6334.623047
	Iteration 102Q: 3 clusters Score -3.725888e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 339996 members 
Entering Unmasked Estep 
Score: -37258900.000000 Penalty: 6334.623047
	Iteration 103Q: 3 clusters Score -3.72589e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 340131 members 
Entering Unmasked Estep 
Score: -37258864.000000 Penalty: 6334.623047
	Iteration 104Q: 3 clusters Score -3.725886e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 340261 members 
Entering Unmasked Estep 
Score: -37258880.000000 Penalty: 6334.623047
	Iteration 105Q: 3 clusters Score -3.725888e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 340398 members 
Entering Unmasked Estep 
Score: -37258852.000000 Penalty: 6334.623047
	Iteration 106Q: 3 clusters Score -3.725885e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 340541 members 
Entering Unmasked Estep 
Score: -37258772.000000 Penalty: 6334.623047
	Iteration 107Q: 3 clusters Score -3.725877e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 340693 members 
Entering Unmasked Estep 
Score: -37258764.000000 Penalty: 6334.623047
	Iteration 108Q: 3 clusters Score -3.725876e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 340837 members 
Entering Unmasked Estep 
Score: -37258748.000000 Penalty: 6334.623047
	Iteration 109Q: 3 clusters Score -3.725875e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 340969 members 
Entering Unmasked Estep 
Score: -37258644.000000 Penalty: 6334.623047
	Iteration 110Q: 3 clusters Score -3.725864e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 341082 members 
Entering Unmasked Estep 
Score: -37258620.000000 Penalty: 6334.623047
	Iteration 111Q: 3 clusters Score -3.725862e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 341184 members 
Entering Unmasked Estep 
Score: -37258620.000000 Penalty: 6334.623047
	Iteration 112Q: 3 clusters Score -3.725862e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 341287 members 
Entering Unmasked Estep 
Score: -37258596.000000 Penalty: 6334.623047
	Iteration 113Q: 3 clusters Score -3.72586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 341385 members 
Entering Unmasked Estep 
Score: -37258604.000000 Penalty: 6334.623047
	Iteration 114Q: 3 clusters Score -3.72586e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 341482 members 
Entering Unmasked Estep 
Score: -37258596.000000 Penalty: 6334.623047
	Iteration 115Q: 3 clusters Score -3.72586e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 341568 members 
Entering Unmasked Estep 
Score: -37258628.000000 Penalty: 6334.623047
	Iteration 116Q: 3 clusters Score -3.725863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 341649 members 
Entering Unmasked Estep 
Score: -37258660.000000 Penalty: 6334.623047
	Iteration 117Q: 3 clusters Score -3.725866e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 341722 members 
Entering Unmasked Estep 
Score: -37258676.000000 Penalty: 6334.623047
	Iteration 118Q: 3 clusters Score -3.725868e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 341789 members 
Entering Unmasked Estep 
Score: -37258712.000000 Penalty: 6334.623047
	Iteration 119Q: 3 clusters Score -3.725871e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 341845 members 
Entering Unmasked Estep 
Score: -37258732.000000 Penalty: 6334.623047
	Iteration 120F: 3 clusters Score -3.725873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 341905 members 
Entering Unmasked Estep 
Score: -37258664.000000 Penalty: 6334.623047
	Iteration 121Q: 3 clusters Score -3.725866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 341964 members 
Entering Unmasked Estep 
Score: -37258652.000000 Penalty: 6334.623047
	Iteration 122Q: 3 clusters Score -3.725865e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 342029 members 
Entering Unmasked Estep 
Score: -37258624.000000 Penalty: 6334.623047
	Iteration 123Q: 3 clusters Score -3.725862e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 342099 members 
Entering Unmasked Estep 
Score: -37258620.000000 Penalty: 6334.623047
	Iteration 124Q: 3 clusters Score -3.725862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 342155 members 
Entering Unmasked Estep 
Score: -37258596.000000 Penalty: 6334.623047
	Iteration 125Q: 3 clusters Score -3.72586e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 342211 members 
Entering Unmasked Estep 
Score: -37258592.000000 Penalty: 6334.623047
	Iteration 126Q: 3 clusters Score -3.725859e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 342281 members 
Entering Unmasked Estep 
Score: -37258564.000000 Penalty: 6334.623047
	Iteration 127Q: 3 clusters Score -3.725856e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 342350 members 
Entering Unmasked Estep 
Score: -37258548.000000 Penalty: 6334.623047
	Iteration 128Q: 3 clusters Score -3.725855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 342423 members 
Entering Unmasked Estep 
Score: -37258544.000000 Penalty: 6334.623047
	Iteration 129Q: 3 clusters Score -3.725854e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 342498 members 
Entering Unmasked Estep 
Score: -37258540.000000 Penalty: 6334.623047
	Iteration 130Q: 3 clusters Score -3.725854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 342564 members 
Entering Unmasked Estep 
Score: -37258500.000000 Penalty: 6334.623047
	Iteration 131Q: 3 clusters Score -3.72585e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 342642 members 
Entering Unmasked Estep 
Score: -37258492.000000 Penalty: 6334.623047
	Iteration 132Q: 3 clusters Score -3.725849e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 342723 members 
Entering Unmasked Estep 
Score: -37258532.000000 Penalty: 6334.623047
	Iteration 133Q: 3 clusters Score -3.725853e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 342795 members 
Entering Unmasked Estep 
Score: -37258476.000000 Penalty: 6334.623047
	Iteration 134Q: 3 clusters Score -3.725848e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 342858 members 
Entering Unmasked Estep 
Score: -37258504.000000 Penalty: 6334.623047
	Iteration 135Q: 3 clusters Score -3.72585e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 342920 members 
Entering Unmasked Estep 
Score: -37258504.000000 Penalty: 6334.623047
	Iteration 136Q: 3 clusters Score -3.72585e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 342965 members 
Entering Unmasked Estep 
Score: -37258476.000000 Penalty: 6334.623047
	Iteration 137Q: 3 clusters Score -3.725848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 343013 members 
Entering Unmasked Estep 
Score: -37258436.000000 Penalty: 6334.623047
	Iteration 138Q: 3 clusters Score -3.725844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 343050 members 
Entering Unmasked Estep 
Score: -37258432.000000 Penalty: 6334.623047
	Iteration 139Q: 3 clusters Score -3.725843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 343086 members 
Entering Unmasked Estep 
Score: -37258400.000000 Penalty: 6334.623047
	Iteration 140F: 3 clusters Score -3.72584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 343130 members 
Entering Unmasked Estep 
Score: -37258380.000000 Penalty: 6334.623047
	Iteration 141Q: 3 clusters Score -3.725838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 343173 members 
Entering Unmasked Estep 
Score: -37258444.000000 Penalty: 6334.623047
	Iteration 142Q: 3 clusters Score -3.725844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 343230 members 
Entering Unmasked Estep 
Score: -37258444.000000 Penalty: 6334.623047
	Iteration 143Q: 3 clusters Score -3.725844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 343287 members 
Entering Unmasked Estep 
Score: -37258424.000000 Penalty: 6334.623047
	Iteration 144Q: 3 clusters Score -3.725842e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 343335 members 
Entering Unmasked Estep 
Score: -37258424.000000 Penalty: 6334.623047
	Iteration 145Q: 3 clusters Score -3.725842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 343382 members 
Entering Unmasked Estep 
Score: -37258400.000000 Penalty: 6334.623047
	Iteration 146Q: 3 clusters Score -3.72584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 343435 members 
Entering Unmasked Estep 
Score: -37258384.000000 Penalty: 6334.623047
	Iteration 147Q: 3 clusters Score -3.725838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 343483 members 
Entering Unmasked Estep 
Score: -37258412.000000 Penalty: 6334.623047
	Iteration 148Q: 3 clusters Score -3.725841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 343527 members 
Entering Unmasked Estep 
Score: -37258364.000000 Penalty: 6334.623047
	Iteration 149Q: 3 clusters Score -3.725836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 343558 members 
Entering Unmasked Estep 
Score: -37258324.000000 Penalty: 6334.623047
	Iteration 150Q: 3 clusters Score -3.725832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 343585 members 
Entering Unmasked Estep 
Score: -37258328.000000 Penalty: 6334.623047
	Iteration 151Q: 3 clusters Score -3.725833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 343616 members 
Entering Unmasked Estep 
Score: -37258288.000000 Penalty: 6334.623047
	Iteration 152Q: 3 clusters Score -3.725829e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 343655 members 
Entering Unmasked Estep 
Score: -37258276.000000 Penalty: 6334.623047
	Iteration 153Q: 3 clusters Score -3.725828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 343691 members 
Entering Unmasked Estep 
Score: -37258260.000000 Penalty: 6334.623047
	Iteration 154Q: 3 clusters Score -3.725826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 343718 members 
Entering Unmasked Estep 
Score: -37258244.000000 Penalty: 6334.623047
	Iteration 155Q: 3 clusters Score -3.725824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 343736 members 
Entering Unmasked Estep 
Score: -37258256.000000 Penalty: 6334.623047
	Iteration 156Q: 3 clusters Score -3.725826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 343757 members 
Entering Unmasked Estep 
Score: -37258264.000000 Penalty: 6334.623047
	Iteration 157Q: 3 clusters Score -3.725826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 343773 members 
Entering Unmasked Estep 
Score: -37258260.000000 Penalty: 6334.623047
	Iteration 158Q: 3 clusters Score -3.725826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 343788 members 
Entering Unmasked Estep 
Score: -37258220.000000 Penalty: 6334.623047
	Iteration 159Q: 3 clusters Score -3.725822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 343802 members 
Entering Unmasked Estep 
Score: -37258200.000000 Penalty: 6334.623047
	Iteration 160F: 3 clusters Score -3.72582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 343811 members 
Entering Unmasked Estep 
Score: -37258196.000000 Penalty: 6334.623047
	Iteration 161Q: 3 clusters Score -3.72582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 343821 members 
Entering Unmasked Estep 
Score: -37258196.000000 Penalty: 6334.623047
	Iteration 162Q: 3 clusters Score -3.72582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 343832 members 
Entering Unmasked Estep 
Score: -37258172.000000 Penalty: 6334.623047
	Iteration 163Q: 3 clusters Score -3.725817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 343839 members 
Entering Unmasked Estep 
Score: -37258184.000000 Penalty: 6334.623047
	Iteration 164Q: 3 clusters Score -3.725818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 343845 members 
Entering Unmasked Estep 
Score: -37258172.000000 Penalty: 6334.623047
	Iteration 165Q: 3 clusters Score -3.725817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 343858 members 
Entering Unmasked Estep 
Score: -37258184.000000 Penalty: 6334.623047
	Iteration 166Q: 3 clusters Score -3.725818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 343870 members 
Entering Unmasked Estep 
Score: -37258168.000000 Penalty: 6334.623047
	Iteration 167Q: 3 clusters Score -3.725817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 343891 members 
Entering Unmasked Estep 
Score: -37258156.000000 Penalty: 6334.623047
	Iteration 168Q: 3 clusters Score -3.725816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 343914 members 
Entering Unmasked Estep 
Score: -37258176.000000 Penalty: 6334.623047
	Iteration 169Q: 3 clusters Score -3.725818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 343941 members 
Entering Unmasked Estep 
Score: -37258180.000000 Penalty: 6334.623047
	Iteration 170Q: 3 clusters Score -3.725818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 343966 members 
Entering Unmasked Estep 
Score: -37258160.000000 Penalty: 6334.623047
	Iteration 171Q: 3 clusters Score -3.725816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 343987 members 
Entering Unmasked Estep 
Score: -37258156.000000 Penalty: 6334.623047
	Iteration 172Q: 3 clusters Score -3.725816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 344012 members 
Entering Unmasked Estep 
Score: -37258204.000000 Penalty: 6334.623047
	Iteration 173Q: 3 clusters Score -3.72582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 344035 members 
Entering Unmasked Estep 
Score: -37258168.000000 Penalty: 6334.623047
	Iteration 174Q: 3 clusters Score -3.725817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 344054 members 
Entering Unmasked Estep 
Score: -37258176.000000 Penalty: 6334.623047
	Iteration 175Q: 3 clusters Score -3.725818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 344074 members 
Entering Unmasked Estep 
Score: -37258160.000000 Penalty: 6334.623047
	Iteration 176Q: 3 clusters Score -3.725816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 344089 members 
Entering Unmasked Estep 
Score: -37258160.000000 Penalty: 6334.623047
	Iteration 177Q: 3 clusters Score -3.725816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 344110 members 
Entering Unmasked Estep 
Score: -37258140.000000 Penalty: 6334.623047
	Iteration 178Q: 3 clusters Score -3.725814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 344128 members 
Entering Unmasked Estep 
Score: -37258140.000000 Penalty: 6334.623047
	Iteration 179Q: 3 clusters Score -3.725814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 344140 members 
Entering Unmasked Estep 
Score: -37258148.000000 Penalty: 6334.623047
	Iteration 180F: 3 clusters Score -3.725815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 344157 members 
Entering Unmasked Estep 
Score: -37258176.000000 Penalty: 6334.623047
	Iteration 181Q: 3 clusters Score -3.725818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 344170 members 
Entering Unmasked Estep 
Score: -37258168.000000 Penalty: 6334.623047
	Iteration 182Q: 3 clusters Score -3.725817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 344182 members 
Entering Unmasked Estep 
Score: -37258164.000000 Penalty: 6334.623047
	Iteration 183Q: 3 clusters Score -3.725816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 344193 members 
Entering Unmasked Estep 
Score: -37258168.000000 Penalty: 6334.623047
	Iteration 184Q: 3 clusters Score -3.725817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 344198 members 
Entering Unmasked Estep 
Score: -37258156.000000 Penalty: 6334.623047
	Iteration 185Q: 3 clusters Score -3.725816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 344199 members 
Entering Unmasked Estep 
Score: -37258148.000000 Penalty: 6334.623047
	Iteration 186Q: 3 clusters Score -3.725815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 344200 members 
Entering Unmasked Estep 
Score: -37258156.000000 Penalty: 6334.623047
	Iteration 187Q: 3 clusters Score -3.725816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 344200 members 
Entering Unmasked Estep 
Score: -37258156.000000 Penalty: 6334.623047
	Iteration 188F: 3 clusters Score -3.725816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 281359 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 28564 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 7811 members 
Mstep: Class 7 contains 344714 members 
Mstep: Class 8 contains 237778 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32004 members 
Mstep: Class 12 contains 74190 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 91630 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3469 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 344200 members 
Entering Unmasked Estep 
Score: -158350512.000000 Penalty: 70616.835938
Splitting cluster 6 changes total score from -158349440.000000 to -158350512.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (344714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344714 members 
Entering Unmasked Estep 
Score: -36629216.000000 Penalty: 3162.116699
	Iteration 0F: 2 clusters Score -3.662922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -36408220.000000 Penalty: 6324.233398
	Iteration 0F: 3 clusters Score -3.640822e+07 nChanged 167735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 171982 members 
Entering Unmasked Estep 
Score: -36508032.000000 Penalty: 6324.233398
	Iteration 1F: 3 clusters Score -3.650803e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173671 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -36510060.000000 Penalty: 6324.233398
	Iteration 2Q: 3 clusters Score -3.651006e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175273 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -36512516.000000 Penalty: 6324.233398
	Iteration 3Q: 3 clusters Score -3.651252e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177838 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -36515968.000000 Penalty: 6324.233398
	Iteration 4Q: 3 clusters Score -3.651597e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182058 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -36521540.000000 Penalty: 6324.233398
	Iteration 5Q: 3 clusters Score -3.652154e+07 nChanged 17010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -36530164.000000 Penalty: 6324.233398
	Iteration 6Q: 3 clusters Score -3.653016e+07 nChanged 20466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197072 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -36543080.000000 Penalty: 6324.233398
	Iteration 7F: 3 clusters Score -3.654308e+07 nChanged 23142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206924 members 
Mstep: Class 2 contains 137790 members 
Entering Unmasked Estep 
Score: -36560328.000000 Penalty: 6324.233398
	Iteration 8F: 3 clusters Score -3.656033e+07 nChanged 23583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215673 members 
Mstep: Class 2 contains 129041 members 
Entering Unmasked Estep 
Score: -36578696.000000 Penalty: 6324.233398
	Iteration 9F: 3 clusters Score -3.65787e+07 nChanged 19385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221440 members 
Mstep: Class 2 contains 123274 members 
Entering Unmasked Estep 
Score: -36588944.000000 Penalty: 6324.233398
	Iteration 10F: 3 clusters Score -3.658894e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225636 members 
Mstep: Class 2 contains 119078 members 
Entering Unmasked Estep 
Score: -36592908.000000 Penalty: 6324.233398
	Iteration 11Q: 3 clusters Score -3.659291e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229544 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -36594636.000000 Penalty: 6324.233398
	Iteration 12Q: 3 clusters Score -3.659464e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233523 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -36596344.000000 Penalty: 6324.233398
	Iteration 13Q: 3 clusters Score -3.659634e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237670 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -36598036.000000 Penalty: 6324.233398
	Iteration 14Q: 3 clusters Score -3.659804e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241729 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -36599472.000000 Penalty: 6324.233398
	Iteration 15Q: 3 clusters Score -3.659947e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245829 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -36600868.000000 Penalty: 6324.233398
	Iteration 16Q: 3 clusters Score -3.660087e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249848 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -36602036.000000 Penalty: 6324.233398
	Iteration 17Q: 3 clusters Score -3.660204e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253756 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -36603192.000000 Penalty: 6324.233398
	Iteration 18Q: 3 clusters Score -3.660319e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257786 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -36604308.000000 Penalty: 6324.233398
	Iteration 19Q: 3 clusters Score -3.660431e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261816 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -36605392.000000 Penalty: 6324.233398
	Iteration 20F: 3 clusters Score -3.660539e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265780 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -36606540.000000 Penalty: 6324.233398
	Iteration 21Q: 3 clusters Score -3.660654e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269803 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -36607764.000000 Penalty: 6324.233398
	Iteration 22Q: 3 clusters Score -3.660776e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273748 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -36609008.000000 Penalty: 6324.233398
	Iteration 23Q: 3 clusters Score -3.660901e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277660 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -36610072.000000 Penalty: 6324.233398
	Iteration 24Q: 3 clusters Score -3.661007e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281628 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -36611160.000000 Penalty: 6324.233398
	Iteration 25Q: 3 clusters Score -3.661116e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285492 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -36612328.000000 Penalty: 6324.233398
	Iteration 26Q: 3 clusters Score -3.661233e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289297 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -36613528.000000 Penalty: 6324.233398
	Iteration 27Q: 3 clusters Score -3.661353e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293053 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -36614968.000000 Penalty: 6324.233398
	Iteration 28Q: 3 clusters Score -3.661497e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296687 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -36615972.000000 Penalty: 6324.233398
	Iteration 29Q: 3 clusters Score -3.661597e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300182 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -36617068.000000 Penalty: 6324.233398
	Iteration 30Q: 3 clusters Score -3.661707e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303656 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -36618656.000000 Penalty: 6324.233398
	Iteration 31Q: 3 clusters Score -3.661866e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307024 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -36619748.000000 Penalty: 6324.233398
	Iteration 32Q: 3 clusters Score -3.661975e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310269 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -36621152.000000 Penalty: 6324.233398
	Iteration 33Q: 3 clusters Score -3.662115e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313375 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -36622188.000000 Penalty: 6324.233398
	Iteration 34Q: 3 clusters Score -3.662219e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316332 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -36623356.000000 Penalty: 6324.233398
	Iteration 35Q: 3 clusters Score -3.662336e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319149 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -36624272.000000 Penalty: 6324.233398
	Iteration 36Q: 3 clusters Score -3.662427e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321797 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -36625132.000000 Penalty: 6324.233398
	Iteration 37Q: 3 clusters Score -3.662513e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324344 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -36625560.000000 Penalty: 6324.233398
	Iteration 38Q: 3 clusters Score -3.662556e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326720 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -36625980.000000 Penalty: 6324.233398
	Iteration 39Q: 3 clusters Score -3.662598e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328890 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -36626316.000000 Penalty: 6324.233398
	Iteration 40F: 3 clusters Score -3.662632e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330901 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -36626268.000000 Penalty: 6324.233398
	Iteration 41Q: 3 clusters Score -3.662627e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332692 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -36626512.000000 Penalty: 6324.233398
	Iteration 42Q: 3 clusters Score -3.662651e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334242 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -36626784.000000 Penalty: 6324.233398
	Iteration 43Q: 3 clusters Score -3.662678e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335570 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -36626708.000000 Penalty: 6324.233398
	Iteration 44Q: 3 clusters Score -3.662671e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336711 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -36626636.000000 Penalty: 6324.233398
	Iteration 45Q: 3 clusters Score -3.662664e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337714 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -36626912.000000 Penalty: 6324.233398
	Iteration 46Q: 3 clusters Score -3.662691e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338600 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -36626892.000000 Penalty: 6324.233398
	Iteration 47Q: 3 clusters Score -3.662689e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339342 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -36626720.000000 Penalty: 6324.233398
	Iteration 48Q: 3 clusters Score -3.662672e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339997 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -36626840.000000 Penalty: 6324.233398
	Iteration 49Q: 3 clusters Score -3.662684e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340556 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -36626868.000000 Penalty: 6324.233398
	Iteration 50Q: 3 clusters Score -3.662687e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341015 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -36626896.000000 Penalty: 6324.233398
	Iteration 51Q: 3 clusters Score -3.66269e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341408 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -36626940.000000 Penalty: 6324.233398
	Iteration 52Q: 3 clusters Score -3.662694e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341707 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -36627052.000000 Penalty: 6324.233398
	Iteration 53Q: 3 clusters Score -3.662705e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341957 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -36627060.000000 Penalty: 6324.233398
	Iteration 54Q: 3 clusters Score -3.662706e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342155 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -36627140.000000 Penalty: 6324.233398
	Iteration 55Q: 3 clusters Score -3.662714e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342328 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -36627116.000000 Penalty: 6324.233398
	Iteration 56Q: 3 clusters Score -3.662712e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342472 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -36627112.000000 Penalty: 6324.233398
	Iteration 57Q: 3 clusters Score -3.662711e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342592 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -36627072.000000 Penalty: 6324.233398
	Iteration 58Q: 3 clusters Score -3.662707e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342709 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -36627080.000000 Penalty: 6324.233398
	Iteration 59Q: 3 clusters Score -3.662708e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342790 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -36627072.000000 Penalty: 6324.233398
	Iteration 60F: 3 clusters Score -3.662707e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342856 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -36627024.000000 Penalty: 6324.233398
	Iteration 61Q: 3 clusters Score -3.662702e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342919 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -36627036.000000 Penalty: 6324.233398
	Iteration 62Q: 3 clusters Score -3.662704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342971 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -36627012.000000 Penalty: 6324.233398
	Iteration 63Q: 3 clusters Score -3.662701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343005 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -36626964.000000 Penalty: 6324.233398
	Iteration 64Q: 3 clusters Score -3.662696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343042 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -36626944.000000 Penalty: 6324.233398
	Iteration 65Q: 3 clusters Score -3.662694e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343072 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -36626948.000000 Penalty: 6324.233398
	Iteration 66Q: 3 clusters Score -3.662695e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343101 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -36626948.000000 Penalty: 6324.233398
	Iteration 67Q: 3 clusters Score -3.662695e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343137 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -36626968.000000 Penalty: 6324.233398
	Iteration 68Q: 3 clusters Score -3.662697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343167 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -36626956.000000 Penalty: 6324.233398
	Iteration 69Q: 3 clusters Score -3.662696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343192 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -36626980.000000 Penalty: 6324.233398
	Iteration 70Q: 3 clusters Score -3.662698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343218 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -36626968.000000 Penalty: 6324.233398
	Iteration 71Q: 3 clusters Score -3.662697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343236 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -36626956.000000 Penalty: 6324.233398
	Iteration 72Q: 3 clusters Score -3.662696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343255 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -36626948.000000 Penalty: 6324.233398
	Iteration 73Q: 3 clusters Score -3.662695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343270 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -36626932.000000 Penalty: 6324.233398
	Iteration 74Q: 3 clusters Score -3.662693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343284 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -36626944.000000 Penalty: 6324.233398
	Iteration 75Q: 3 clusters Score -3.662694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343296 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -36626948.000000 Penalty: 6324.233398
	Iteration 76Q: 3 clusters Score -3.662695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343302 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -36626972.000000 Penalty: 6324.233398
	Iteration 77Q: 3 clusters Score -3.662697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343308 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -36627000.000000 Penalty: 6324.233398
	Iteration 78Q: 3 clusters Score -3.6627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343318 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -36626996.000000 Penalty: 6324.233398
	Iteration 79Q: 3 clusters Score -3.6627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343331 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -36626976.000000 Penalty: 6324.233398
	Iteration 80F: 3 clusters Score -3.662698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343348 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -36626980.000000 Penalty: 6324.233398
	Iteration 81Q: 3 clusters Score -3.662698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343360 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -36626988.000000 Penalty: 6324.233398
	Iteration 82Q: 3 clusters Score -3.662699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -36626980.000000 Penalty: 6324.233398
	Iteration 83Q: 3 clusters Score -3.662698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343375 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -36626988.000000 Penalty: 6324.233398
	Iteration 84Q: 3 clusters Score -3.662699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343380 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -36626996.000000 Penalty: 6324.233398
	Iteration 85Q: 3 clusters Score -3.6627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343382 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -36627000.000000 Penalty: 6324.233398
	Iteration 86Q: 3 clusters Score -3.6627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343386 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -36626984.000000 Penalty: 6324.233398
	Iteration 87Q: 3 clusters Score -3.662698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343394 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -36627000.000000 Penalty: 6324.233398
	Iteration 88Q: 3 clusters Score -3.6627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343403 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -36626988.000000 Penalty: 6324.233398
	Iteration 89Q: 3 clusters Score -3.662699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343407 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -36626984.000000 Penalty: 6324.233398
	Iteration 90Q: 3 clusters Score -3.662698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343410 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -36626992.000000 Penalty: 6324.233398
	Iteration 91Q: 3 clusters Score -3.662699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343412 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -36627008.000000 Penalty: 6324.233398
	Iteration 92Q: 3 clusters Score -3.662701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343414 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -36626992.000000 Penalty: 6324.233398
	Iteration 93Q: 3 clusters Score -3.662699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343418 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -36626988.000000 Penalty: 6324.233398
	Iteration 94Q: 3 clusters Score -3.662699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343423 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -36626984.000000 Penalty: 6324.233398
	Iteration 95Q: 3 clusters Score -3.662698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343427 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -36626972.000000 Penalty: 6324.233398
	Iteration 96Q: 3 clusters Score -3.662697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343427 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -36626992.000000 Penalty: 6324.233398
	Iteration 97Q: 3 clusters Score -3.662699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343429 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -36626984.000000 Penalty: 6324.233398
	Iteration 98Q: 3 clusters Score -3.662698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343433 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -36626968.000000 Penalty: 6324.233398
	Iteration 99Q: 3 clusters Score -3.662697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343436 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -36626968.000000 Penalty: 6324.233398
	Iteration 100F: 3 clusters Score -3.662697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343442 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -36626960.000000 Penalty: 6324.233398
	Iteration 101Q: 3 clusters Score -3.662696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343446 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -36626964.000000 Penalty: 6324.233398
	Iteration 102Q: 3 clusters Score -3.662696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343450 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -36626952.000000 Penalty: 6324.233398
	Iteration 103Q: 3 clusters Score -3.662695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343452 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -36626940.000000 Penalty: 6324.233398
	Iteration 104Q: 3 clusters Score -3.662694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343453 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -36626940.000000 Penalty: 6324.233398
	Iteration 105Q: 3 clusters Score -3.662694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343455 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -36626944.000000 Penalty: 6324.233398
	Iteration 106Q: 3 clusters Score -3.662694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343456 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -36626940.000000 Penalty: 6324.233398
	Iteration 107Q: 3 clusters Score -3.662694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343457 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -36626948.000000 Penalty: 6324.233398
	Iteration 108Q: 3 clusters Score -3.662695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343458 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -36626924.000000 Penalty: 6324.233398
	Iteration 109Q: 3 clusters Score -3.662692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343458 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -36626924.000000 Penalty: 6324.233398
	Iteration 110F: 3 clusters Score -3.662692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237778 members 
Entering Unmasked Estep 
Score: -25297112.000000 Penalty: 3070.015137
	Iteration 0F: 2 clusters Score -2.529711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -25142256.000000 Penalty: 6140.030273
	Iteration 0F: 3 clusters Score -2.514226e+07 nChanged 114736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120151 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -25211210.000000 Penalty: 6140.030273
	Iteration 1F: 3 clusters Score -2.521121e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121644 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -25213720.000000 Penalty: 6140.030273
	Iteration 2Q: 3 clusters Score -2.521372e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -25217728.000000 Penalty: 6140.030273
	Iteration 3Q: 3 clusters Score -2.521773e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -25223596.000000 Penalty: 6140.030273
	Iteration 4Q: 3 clusters Score -2.52236e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -25231748.000000 Penalty: 6140.030273
	Iteration 5F: 3 clusters Score -2.523175e+07 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142280 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -25242288.000000 Penalty: 6140.030273
	Iteration 6F: 3 clusters Score -2.524229e+07 nChanged 16784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -25255688.000000 Penalty: 6140.030273
	Iteration 7F: 3 clusters Score -2.525569e+07 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -25268530.000000 Penalty: 6140.030273
	Iteration 8F: 3 clusters Score -2.526853e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -25276282.000000 Penalty: 6140.030273
	Iteration 9Q: 3 clusters Score -2.527628e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -25279290.000000 Penalty: 6140.030273
	Iteration 10Q: 3 clusters Score -2.527929e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -25280980.000000 Penalty: 6140.030273
	Iteration 11Q: 3 clusters Score -2.528098e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179932 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -25282260.000000 Penalty: 6140.030273
	Iteration 12Q: 3 clusters Score -2.528226e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183655 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -25283434.000000 Penalty: 6140.030273
	Iteration 13Q: 3 clusters Score -2.528343e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187218 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -25284500.000000 Penalty: 6140.030273
	Iteration 14Q: 3 clusters Score -2.52845e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -25285498.000000 Penalty: 6140.030273
	Iteration 15Q: 3 clusters Score -2.52855e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193886 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -25286610.000000 Penalty: 6140.030273
	Iteration 16Q: 3 clusters Score -2.528661e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197084 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -25287572.000000 Penalty: 6140.030273
	Iteration 17Q: 3 clusters Score -2.528757e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200122 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -25288438.000000 Penalty: 6140.030273
	Iteration 18Q: 3 clusters Score -2.528844e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203079 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -25289384.000000 Penalty: 6140.030273
	Iteration 19Q: 3 clusters Score -2.528938e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205884 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -25290096.000000 Penalty: 6140.030273
	Iteration 20F: 3 clusters Score -2.52901e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208485 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -25290736.000000 Penalty: 6140.030273
	Iteration 21Q: 3 clusters Score -2.529074e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210943 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -25291286.000000 Penalty: 6140.030273
	Iteration 22Q: 3 clusters Score -2.529129e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213217 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -25291868.000000 Penalty: 6140.030273
	Iteration 23Q: 3 clusters Score -2.529187e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215298 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -25292290.000000 Penalty: 6140.030273
	Iteration 24Q: 3 clusters Score -2.529229e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217165 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -25292726.000000 Penalty: 6140.030273
	Iteration 25Q: 3 clusters Score -2.529273e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218915 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -25293090.000000 Penalty: 6140.030273
	Iteration 26Q: 3 clusters Score -2.529309e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220461 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -25293388.000000 Penalty: 6140.030273
	Iteration 27Q: 3 clusters Score -2.529339e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221893 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -25293724.000000 Penalty: 6140.030273
	Iteration 28Q: 3 clusters Score -2.529372e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223164 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -25293898.000000 Penalty: 6140.030273
	Iteration 29Q: 3 clusters Score -2.52939e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224274 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -25294172.000000 Penalty: 6140.030273
	Iteration 30Q: 3 clusters Score -2.529417e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225287 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -25294496.000000 Penalty: 6140.030273
	Iteration 31Q: 3 clusters Score -2.52945e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226185 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -25294658.000000 Penalty: 6140.030273
	Iteration 32Q: 3 clusters Score -2.529466e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227002 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -25294728.000000 Penalty: 6140.030273
	Iteration 33Q: 3 clusters Score -2.529473e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227749 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -25294956.000000 Penalty: 6140.030273
	Iteration 34Q: 3 clusters Score -2.529496e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228423 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -25295140.000000 Penalty: 6140.030273
	Iteration 35Q: 3 clusters Score -2.529514e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229018 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -25295262.000000 Penalty: 6140.030273
	Iteration 36Q: 3 clusters Score -2.529526e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229546 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -25295394.000000 Penalty: 6140.030273
	Iteration 37Q: 3 clusters Score -2.529539e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230010 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -25295432.000000 Penalty: 6140.030273
	Iteration 38Q: 3 clusters Score -2.529543e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230429 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -25295484.000000 Penalty: 6140.030273
	Iteration 39Q: 3 clusters Score -2.529548e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230785 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -25295460.000000 Penalty: 6140.030273
	Iteration 40F: 3 clusters Score -2.529546e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231108 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -25295472.000000 Penalty: 6140.030273
	Iteration 41Q: 3 clusters Score -2.529547e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231398 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -25295536.000000 Penalty: 6140.030273
	Iteration 42Q: 3 clusters Score -2.529554e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231659 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -25295650.000000 Penalty: 6140.030273
	Iteration 43Q: 3 clusters Score -2.529565e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231895 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -25295722.000000 Penalty: 6140.030273
	Iteration 44Q: 3 clusters Score -2.529572e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232099 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -25295756.000000 Penalty: 6140.030273
	Iteration 45Q: 3 clusters Score -2.529576e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232287 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -25295842.000000 Penalty: 6140.030273
	Iteration 46Q: 3 clusters Score -2.529584e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232469 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -25295842.000000 Penalty: 6140.030273
	Iteration 47Q: 3 clusters Score -2.529584e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232640 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -25295890.000000 Penalty: 6140.030273
	Iteration 48Q: 3 clusters Score -2.529589e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232782 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -25295876.000000 Penalty: 6140.030273
	Iteration 49Q: 3 clusters Score -2.529588e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232909 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -25295930.000000 Penalty: 6140.030273
	Iteration 50Q: 3 clusters Score -2.529593e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233015 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -25295958.000000 Penalty: 6140.030273
	Iteration 51Q: 3 clusters Score -2.529596e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233103 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -25295992.000000 Penalty: 6140.030273
	Iteration 52Q: 3 clusters Score -2.529599e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233183 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -25296022.000000 Penalty: 6140.030273
	Iteration 53Q: 3 clusters Score -2.529602e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233252 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -25295986.000000 Penalty: 6140.030273
	Iteration 54Q: 3 clusters Score -2.529599e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233338 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -25296020.000000 Penalty: 6140.030273
	Iteration 55Q: 3 clusters Score -2.529602e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233413 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -25296010.000000 Penalty: 6140.030273
	Iteration 56Q: 3 clusters Score -2.529601e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233486 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -25295990.000000 Penalty: 6140.030273
	Iteration 57Q: 3 clusters Score -2.529599e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233553 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -25296012.000000 Penalty: 6140.030273
	Iteration 58Q: 3 clusters Score -2.529601e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233618 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -25296036.000000 Penalty: 6140.030273
	Iteration 59Q: 3 clusters Score -2.529604e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233697 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -25296028.000000 Penalty: 6140.030273
	Iteration 60F: 3 clusters Score -2.529603e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233771 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -25296060.000000 Penalty: 6140.030273
	Iteration 61Q: 3 clusters Score -2.529606e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233859 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -25296056.000000 Penalty: 6140.030273
	Iteration 62Q: 3 clusters Score -2.529606e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233930 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -25296002.000000 Penalty: 6140.030273
	Iteration 63Q: 3 clusters Score -2.5296e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233982 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -25296018.000000 Penalty: 6140.030273
	Iteration 64Q: 3 clusters Score -2.529602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234022 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -25296018.000000 Penalty: 6140.030273
	Iteration 65Q: 3 clusters Score -2.529602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234052 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -25296036.000000 Penalty: 6140.030273
	Iteration 66Q: 3 clusters Score -2.529604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234084 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -25296012.000000 Penalty: 6140.030273
	Iteration 67Q: 3 clusters Score -2.529601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234120 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -25296014.000000 Penalty: 6140.030273
	Iteration 68Q: 3 clusters Score -2.529601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234145 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -25296000.000000 Penalty: 6140.030273
	Iteration 69Q: 3 clusters Score -2.5296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234169 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -25296040.000000 Penalty: 6140.030273
	Iteration 70Q: 3 clusters Score -2.529604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234193 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -25296038.000000 Penalty: 6140.030273
	Iteration 71Q: 3 clusters Score -2.529604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234215 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -25296036.000000 Penalty: 6140.030273
	Iteration 72Q: 3 clusters Score -2.529604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234236 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -25296054.000000 Penalty: 6140.030273
	Iteration 73Q: 3 clusters Score -2.529605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234255 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -25296044.000000 Penalty: 6140.030273
	Iteration 74Q: 3 clusters Score -2.529604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234274 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -25296052.000000 Penalty: 6140.030273
	Iteration 75Q: 3 clusters Score -2.529605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234293 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -25296048.000000 Penalty: 6140.030273
	Iteration 76Q: 3 clusters Score -2.529605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234309 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -25296034.000000 Penalty: 6140.030273
	Iteration 77Q: 3 clusters Score -2.529603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234319 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -25296030.000000 Penalty: 6140.030273
	Iteration 78Q: 3 clusters Score -2.529603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234328 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -25296012.000000 Penalty: 6140.030273
	Iteration 79Q: 3 clusters Score -2.529601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234337 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -25296016.000000 Penalty: 6140.030273
	Iteration 80F: 3 clusters Score -2.529602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234340 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -25296018.000000 Penalty: 6140.030273
	Iteration 81Q: 3 clusters Score -2.529602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234343 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -25296024.000000 Penalty: 6140.030273
	Iteration 82Q: 3 clusters Score -2.529602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234344 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -25296030.000000 Penalty: 6140.030273
	Iteration 83Q: 3 clusters Score -2.529603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234346 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -25296032.000000 Penalty: 6140.030273
	Iteration 84Q: 3 clusters Score -2.529603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234348 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -25296026.000000 Penalty: 6140.030273
	Iteration 85Q: 3 clusters Score -2.529603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234349 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -25296026.000000 Penalty: 6140.030273
	Iteration 86Q: 3 clusters Score -2.529603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234350 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -25296026.000000 Penalty: 6140.030273
	Iteration 87Q: 3 clusters Score -2.529603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234350 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -25296026.000000 Penalty: 6140.030273
	Iteration 88F: 3 clusters Score -2.529603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 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 198 members 
Entering Unmasked Estep 
Score: -42018.656250 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42018.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42193.089844 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42193.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42230.683594 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42230.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42241.589844 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42241.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42252.796875 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42258.007812 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42258.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42270.503906 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42274.562500 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42274.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42274.562500 Penalty: 3048.579346
	Iteration 8F: 3 clusters Score -42274.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -65924.984375 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -65924.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64206.210938 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -64206.21 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64410.617188 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -64410.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64481.324219 Penalty: 3248.626709
	Iteration 2Q: 3 clusters Score -64481.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64514.214844 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -64514.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64542.101562 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -64542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64555.230469 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -64555.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64560.519531 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -64560.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64566.644531 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -64566.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64569.468750 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -64569.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64570.816406 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -64570.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64570.816406 Penalty: 3248.626709
	Iteration 10F: 3 clusters Score -64570.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Entering Unmasked Estep 
Score: -3114883.500000 Penalty: 2572.656738
	Iteration 0F: 2 clusters Score -3114884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3092963.250000 Penalty: 5145.313477
	Iteration 0F: 3 clusters Score -3092963 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3101095.250000 Penalty: 5145.313477
	Iteration 1F: 3 clusters Score -3101095 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3101857.500000 Penalty: 5145.313477
	Iteration 2F: 3 clusters Score -3101858 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3102732.250000 Penalty: 5145.313477
	Iteration 3F: 3 clusters Score -3102732 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3103750.500000 Penalty: 5145.313477
	Iteration 4F: 3 clusters Score -3103750 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3104884.500000 Penalty: 5145.313477
	Iteration 5F: 3 clusters Score -3104884 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3105996.500000 Penalty: 5145.313477
	Iteration 6F: 3 clusters Score -3105996 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3107106.000000 Penalty: 5145.313477
	Iteration 7F: 3 clusters Score -3107106 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3108009.250000 Penalty: 5145.313477
	Iteration 8Q: 3 clusters Score -3108009 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3108719.500000 Penalty: 5145.313477
	Iteration 9Q: 3 clusters Score -3108720 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3109280.250000 Penalty: 5145.313477
	Iteration 10Q: 3 clusters Score -3109280 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3109737.750000 Penalty: 5145.313477
	Iteration 11Q: 3 clusters Score -3109738 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3110093.750000 Penalty: 5145.313477
	Iteration 12Q: 3 clusters Score -3110094 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3110382.500000 Penalty: 5145.313477
	Iteration 13Q: 3 clusters Score -3110382 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3110648.250000 Penalty: 5145.313477
	Iteration 14Q: 3 clusters Score -3110648 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3110858.500000 Penalty: 5145.313477
	Iteration 15Q: 3 clusters Score -3110858 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3111034.000000 Penalty: 5145.313477
	Iteration 16Q: 3 clusters Score -3111034 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3111180.000000 Penalty: 5145.313477
	Iteration 17Q: 3 clusters Score -3111180 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3111312.000000 Penalty: 5145.313477
	Iteration 18Q: 3 clusters Score -3111312 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3111457.500000 Penalty: 5145.313477
	Iteration 19Q: 3 clusters Score -3111458 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3111591.500000 Penalty: 5145.313477
	Iteration 20F: 3 clusters Score -3111592 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3111721.000000 Penalty: 5145.313477
	Iteration 21Q: 3 clusters Score -3111721 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3111824.000000 Penalty: 5145.313477
	Iteration 22Q: 3 clusters Score -3111824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3111905.750000 Penalty: 5145.313477
	Iteration 23Q: 3 clusters Score -3111906 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3111969.500000 Penalty: 5145.313477
	Iteration 24Q: 3 clusters Score -3111970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3112024.250000 Penalty: 5145.313477
	Iteration 25Q: 3 clusters Score -3112024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3112117.250000 Penalty: 5145.313477
	Iteration 26Q: 3 clusters Score -3112117 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3112188.750000 Penalty: 5145.313477
	Iteration 27Q: 3 clusters Score -3112189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3112258.000000 Penalty: 5145.313477
	Iteration 28Q: 3 clusters Score -3112258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3112306.000000 Penalty: 5145.313477
	Iteration 29Q: 3 clusters Score -3112306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3112375.250000 Penalty: 5145.313477
	Iteration 30Q: 3 clusters Score -3112375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3112419.500000 Penalty: 5145.313477
	Iteration 31Q: 3 clusters Score -3112420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3112474.250000 Penalty: 5145.313477
	Iteration 32Q: 3 clusters Score -3112474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3112528.750000 Penalty: 5145.313477
	Iteration 33Q: 3 clusters Score -3112529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3112577.750000 Penalty: 5145.313477
	Iteration 34Q: 3 clusters Score -3112578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3112603.500000 Penalty: 5145.313477
	Iteration 35Q: 3 clusters Score -3112604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3112640.000000 Penalty: 5145.313477
	Iteration 36Q: 3 clusters Score -3112640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3112677.250000 Penalty: 5145.313477
	Iteration 37Q: 3 clusters Score -3112677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3112700.750000 Penalty: 5145.313477
	Iteration 38Q: 3 clusters Score -3112701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3112730.500000 Penalty: 5145.313477
	Iteration 39Q: 3 clusters Score -3112730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3112742.500000 Penalty: 5145.313477
	Iteration 40F: 3 clusters Score -3112742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3112760.250000 Penalty: 5145.313477
	Iteration 41Q: 3 clusters Score -3112760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3112769.000000 Penalty: 5145.313477
	Iteration 42Q: 3 clusters Score -3112769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3112777.250000 Penalty: 5145.313477
	Iteration 43Q: 3 clusters Score -3112777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3112788.500000 Penalty: 5145.313477
	Iteration 44Q: 3 clusters Score -3112788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3112795.500000 Penalty: 5145.313477
	Iteration 45Q: 3 clusters Score -3112796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3112800.500000 Penalty: 5145.313477
	Iteration 46Q: 3 clusters Score -3112800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -3112804.250000 Penalty: 5145.313477
	Iteration 47Q: 3 clusters Score -3112804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3112807.500000 Penalty: 5145.313477
	Iteration 48Q: 3 clusters Score -3112808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -3112814.500000 Penalty: 5145.313477
	Iteration 49Q: 3 clusters Score -3112814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3112815.750000 Penalty: 5145.313477
	Iteration 50Q: 3 clusters Score -3112816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3112814.250000 Penalty: 5145.313477
	Iteration 51Q: 3 clusters Score -3112814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -3112814.750000 Penalty: 5145.313477
	Iteration 52Q: 3 clusters Score -3112815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3112814.250000 Penalty: 5145.313477
	Iteration 53Q: 3 clusters Score -3112814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3112815.250000 Penalty: 5145.313477
	Iteration 54Q: 3 clusters Score -3112815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3112819.250000 Penalty: 5145.313477
	Iteration 55Q: 3 clusters Score -3112819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3112822.250000 Penalty: 5145.313477
	Iteration 56Q: 3 clusters Score -3112822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3112822.750000 Penalty: 5145.313477
	Iteration 57Q: 3 clusters Score -3112823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3112822.750000 Penalty: 5145.313477
	Iteration 58F: 3 clusters Score -3112823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Entering Unmasked Estep 
Score: -7940428.500000 Penalty: 2781.167480
	Iteration 0F: 2 clusters Score -7940428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -7890867.000000 Penalty: 5562.334961
	Iteration 0F: 3 clusters Score -7890867 nChanged 34760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -7910489.500000 Penalty: 5562.334961
	Iteration 1F: 3 clusters Score -7910490 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -7911546.500000 Penalty: 5562.334961
	Iteration 2Q: 3 clusters Score -7911546 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -7913056.500000 Penalty: 5562.334961
	Iteration 3Q: 3 clusters Score -7913056 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7915113.500000 Penalty: 5562.334961
	Iteration 4F: 3 clusters Score -7915114 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -7918051.500000 Penalty: 5562.334961
	Iteration 5F: 3 clusters Score -7918052 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -7921758.500000 Penalty: 5562.334961
	Iteration 6F: 3 clusters Score -7921758 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -7925915.000000 Penalty: 5562.334961
	Iteration 7F: 3 clusters Score -7925915 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -7929989.500000 Penalty: 5562.334961
	Iteration 8F: 3 clusters Score -7929990 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -7933161.000000 Penalty: 5562.334961
	Iteration 9F: 3 clusters Score -7933161 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -7935339.500000 Penalty: 5562.334961
	Iteration 10Q: 3 clusters Score -7935340 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -7936457.000000 Penalty: 5562.334961
	Iteration 11Q: 3 clusters Score -7936457 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -7937100.000000 Penalty: 5562.334961
	Iteration 12Q: 3 clusters Score -7937100 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -7937449.000000 Penalty: 5562.334961
	Iteration 13Q: 3 clusters Score -7937449 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -7937739.000000 Penalty: 5562.334961
	Iteration 14Q: 3 clusters Score -7937739 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -7937977.500000 Penalty: 5562.334961
	Iteration 15Q: 3 clusters Score -7937978 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -7938107.000000 Penalty: 5562.334961
	Iteration 16Q: 3 clusters Score -7938107 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -7938269.000000 Penalty: 5562.334961
	Iteration 17Q: 3 clusters Score -7938269 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -7938345.500000 Penalty: 5562.334961
	Iteration 18Q: 3 clusters Score -7938346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -7938454.000000 Penalty: 5562.334961
	Iteration 19Q: 3 clusters Score -7938454 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -7938531.500000 Penalty: 5562.334961
	Iteration 20F: 3 clusters Score -7938532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -7938635.500000 Penalty: 5562.334961
	Iteration 21Q: 3 clusters Score -7938636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7938688.000000 Penalty: 5562.334961
	Iteration 22Q: 3 clusters Score -7938688 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -7938743.500000 Penalty: 5562.334961
	Iteration 23Q: 3 clusters Score -7938744 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -7938816.000000 Penalty: 5562.334961
	Iteration 24Q: 3 clusters Score -7938816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -7938848.000000 Penalty: 5562.334961
	Iteration 25Q: 3 clusters Score -7938848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -7938898.500000 Penalty: 5562.334961
	Iteration 26Q: 3 clusters Score -7938898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -7938951.500000 Penalty: 5562.334961
	Iteration 27Q: 3 clusters Score -7938952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -7938985.500000 Penalty: 5562.334961
	Iteration 28Q: 3 clusters Score -7938986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -7939012.000000 Penalty: 5562.334961
	Iteration 29Q: 3 clusters Score -7939012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -7939015.500000 Penalty: 5562.334961
	Iteration 30Q: 3 clusters Score -7939016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7939026.000000 Penalty: 5562.334961
	Iteration 31Q: 3 clusters Score -7939026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7939059.000000 Penalty: 5562.334961
	Iteration 32Q: 3 clusters Score -7939059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7939089.500000 Penalty: 5562.334961
	Iteration 33Q: 3 clusters Score -7939090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7939099.500000 Penalty: 5562.334961
	Iteration 34Q: 3 clusters Score -7939100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7939114.000000 Penalty: 5562.334961
	Iteration 35Q: 3 clusters Score -7939114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7939122.500000 Penalty: 5562.334961
	Iteration 36Q: 3 clusters Score -7939122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7939139.000000 Penalty: 5562.334961
	Iteration 37Q: 3 clusters Score -7939139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7939132.000000 Penalty: 5562.334961
	Iteration 38Q: 3 clusters Score -7939132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -7939142.500000 Penalty: 5562.334961
	Iteration 39Q: 3 clusters Score -7939142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7939164.000000 Penalty: 5562.334961
	Iteration 40F: 3 clusters Score -7939164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7939187.000000 Penalty: 5562.334961
	Iteration 41Q: 3 clusters Score -7939187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7939172.000000 Penalty: 5562.334961
	Iteration 42Q: 3 clusters Score -7939172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7939192.000000 Penalty: 5562.334961
	Iteration 43Q: 3 clusters Score -7939192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7939181.000000 Penalty: 5562.334961
	Iteration 44Q: 3 clusters Score -7939181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7939203.500000 Penalty: 5562.334961
	Iteration 45Q: 3 clusters Score -7939204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7939203.500000 Penalty: 5562.334961
	Iteration 46Q: 3 clusters Score -7939204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7939212.000000 Penalty: 5562.334961
	Iteration 47Q: 3 clusters Score -7939212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7939214.500000 Penalty: 5562.334961
	Iteration 48Q: 3 clusters Score -7939214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -7939205.000000 Penalty: 5562.334961
	Iteration 49Q: 3 clusters Score -7939205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7939210.000000 Penalty: 5562.334961
	Iteration 50Q: 3 clusters Score -7939210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7939212.500000 Penalty: 5562.334961
	Iteration 51Q: 3 clusters Score -7939212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7939224.000000 Penalty: 5562.334961
	Iteration 52Q: 3 clusters Score -7939224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -7939230.000000 Penalty: 5562.334961
	Iteration 53Q: 3 clusters Score -7939230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -7939237.500000 Penalty: 5562.334961
	Iteration 54Q: 3 clusters Score -7939238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7939232.500000 Penalty: 5562.334961
	Iteration 55Q: 3 clusters Score -7939232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7939229.000000 Penalty: 5562.334961
	Iteration 56Q: 3 clusters Score -7939229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7939232.000000 Penalty: 5562.334961
	Iteration 57Q: 3 clusters Score -7939232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7939213.500000 Penalty: 5562.334961
	Iteration 58Q: 3 clusters Score -7939214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7939215.500000 Penalty: 5562.334961
	Iteration 59Q: 3 clusters Score -7939216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7939224.500000 Penalty: 5562.334961
	Iteration 60F: 3 clusters Score -7939224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7939229.000000 Penalty: 5562.334961
	Iteration 61Q: 3 clusters Score -7939229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7939220.000000 Penalty: 5562.334961
	Iteration 62Q: 3 clusters Score -7939220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7939224.500000 Penalty: 5562.334961
	Iteration 63Q: 3 clusters Score -7939224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7939220.000000 Penalty: 5562.334961
	Iteration 64Q: 3 clusters Score -7939220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7939227.500000 Penalty: 5562.334961
	Iteration 65Q: 3 clusters Score -7939228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7939227.500000 Penalty: 5562.334961
	Iteration 66Q: 3 clusters Score -7939228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7939235.000000 Penalty: 5562.334961
	Iteration 67Q: 3 clusters Score -7939235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7939228.500000 Penalty: 5562.334961
	Iteration 68Q: 3 clusters Score -7939228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7939222.500000 Penalty: 5562.334961
	Iteration 69Q: 3 clusters Score -7939222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7939225.500000 Penalty: 5562.334961
	Iteration 70Q: 3 clusters Score -7939226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7939231.500000 Penalty: 5562.334961
	Iteration 71Q: 3 clusters Score -7939232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -7939226.000000 Penalty: 5562.334961
	Iteration 72Q: 3 clusters Score -7939226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -7939232.000000 Penalty: 5562.334961
	Iteration 73Q: 3 clusters Score -7939232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -7939232.500000 Penalty: 5562.334961
	Iteration 74Q: 3 clusters Score -7939232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -7939231.500000 Penalty: 5562.334961
	Iteration 75Q: 3 clusters Score -7939232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -7939230.500000 Penalty: 5562.334961
	Iteration 76Q: 3 clusters Score -7939230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7939248.500000 Penalty: 5562.334961
	Iteration 77Q: 3 clusters Score -7939248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7939248.500000 Penalty: 5562.334961
	Iteration 78Q: 3 clusters Score -7939248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7939246.500000 Penalty: 5562.334961
	Iteration 79Q: 3 clusters Score -7939246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7939246.500000 Penalty: 5562.334961
	Iteration 80F: 3 clusters Score -7939246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -7939244.500000 Penalty: 5562.334961
	Iteration 81Q: 3 clusters Score -7939244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -7939238.000000 Penalty: 5562.334961
	Iteration 82Q: 3 clusters Score -7939238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7939234.000000 Penalty: 5562.334961
	Iteration 83Q: 3 clusters Score -7939234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7939236.500000 Penalty: 5562.334961
	Iteration 84Q: 3 clusters Score -7939236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7939232.000000 Penalty: 5562.334961
	Iteration 85Q: 3 clusters Score -7939232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7939227.000000 Penalty: 5562.334961
	Iteration 86Q: 3 clusters Score -7939227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7939227.000000 Penalty: 5562.334961
	Iteration 87F: 3 clusters Score -7939227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -112864.929688 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -112864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -110883.726562 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -110883.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111243.406250 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -111243.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -111416.195312 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -111416.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111541.953125 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -111542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111613.632812 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -111613.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111654.421875 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -111654.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111680.859375 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -111680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111702.828125 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -111702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111731.320312 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -111731.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111759.804688 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -111759.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -111783.937500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -111783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111794.046875 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -111794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111799.101562 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -111799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -111799.882812 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -111799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111800.296875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -111800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -111802.171875 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -111802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111802.492188 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -111802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111802.492188 Penalty: 3509.181641
	Iteration 17F: 3 clusters Score -111802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -243174.312500 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -243174.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -240253.921875 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -240253.9 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -240879.921875 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -240879.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -241073.468750 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -241073.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -241183.109375 Penalty: 3869.287109
	Iteration 3Q: 3 clusters Score -241183.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -241260.796875 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -241260.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -241343.187500 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -241343.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241415.421875 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -241415.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -241453.578125 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -241453.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -241504.375000 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -241504.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -241563.406250 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -241563.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -241629.718750 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -241629.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -241724.125000 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -241724.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241798.671875 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -241798.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241845.031250 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -241845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -241902.968750 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -241903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241974.187500 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -241974.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242041.109375 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -242041.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -242092.906250 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -242092.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -242144.203125 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -242144.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242191.343750 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -242191.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242224.546875 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -242224.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242262.093750 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -242262.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242287.515625 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -242287.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242306.296875 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -242306.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242316.015625 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -242316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -242319.781250 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -242319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -242324.515625 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -242324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -242329.625000 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -242329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242337.203125 Penalty: 3869.287109
	Iteration 28Q: 3 clusters Score -242337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -242345.046875 Penalty: 3869.287109
	Iteration 29Q: 3 clusters Score -242345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -242350.843750 Penalty: 3869.287109
	Iteration 30Q: 3 clusters Score -242350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -242355.703125 Penalty: 3869.287109
	Iteration 31Q: 3 clusters Score -242355.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -242361.828125 Penalty: 3869.287109
	Iteration 32Q: 3 clusters Score -242361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242366.796875 Penalty: 3869.287109
	Iteration 33Q: 3 clusters Score -242366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -242376.328125 Penalty: 3869.287109
	Iteration 34Q: 3 clusters Score -242376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -242384.781250 Penalty: 3869.287109
	Iteration 35Q: 3 clusters Score -242384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -242389.718750 Penalty: 3869.287109
	Iteration 36Q: 3 clusters Score -242389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -242392.296875 Penalty: 3869.287109
	Iteration 37Q: 3 clusters Score -242392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -242393.890625 Penalty: 3869.287109
	Iteration 38Q: 3 clusters Score -242393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -242396.078125 Penalty: 3869.287109
	Iteration 39Q: 3 clusters Score -242396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -242397.734375 Penalty: 3869.287109
	Iteration 40F: 3 clusters Score -242397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -242399.156250 Penalty: 3869.287109
	Iteration 41Q: 3 clusters Score -242399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -242400.203125 Penalty: 3869.287109
	Iteration 42Q: 3 clusters Score -242400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242401.343750 Penalty: 3869.287109
	Iteration 43Q: 3 clusters Score -242401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242401.343750 Penalty: 3869.287109
	Iteration 44F: 3 clusters Score -242401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Entering Unmasked Estep 
Score: -9417562.000000 Penalty: 2833.527588
	Iteration 0F: 2 clusters Score -9417562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -9356402.000000 Penalty: 5667.055176
	Iteration 0F: 3 clusters Score -9356402 nChanged 43300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -9381148.000000 Penalty: 5667.055176
	Iteration 1F: 3 clusters Score -9381148 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -9382064.000000 Penalty: 5667.055176
	Iteration 2Q: 3 clusters Score -9382064 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -9383256.000000 Penalty: 5667.055176
	Iteration 3Q: 3 clusters Score -9383256 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -9385154.000000 Penalty: 5667.055176
	Iteration 4Q: 3 clusters Score -9385154 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -9388570.000000 Penalty: 5667.055176
	Iteration 5F: 3 clusters Score -9388570 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9393996.000000 Penalty: 5667.055176
	Iteration 6F: 3 clusters Score -9393996 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -9401037.000000 Penalty: 5667.055176
	Iteration 7F: 3 clusters Score -9401037 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -9407840.000000 Penalty: 5667.055176
	Iteration 8F: 3 clusters Score -9407840 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9412040.000000 Penalty: 5667.055176
	Iteration 9Q: 3 clusters Score -9412040 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9413842.000000 Penalty: 5667.055176
	Iteration 10Q: 3 clusters Score -9413842 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9414524.000000 Penalty: 5667.055176
	Iteration 11Q: 3 clusters Score -9414524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9414811.000000 Penalty: 5667.055176
	Iteration 12Q: 3 clusters Score -9414811 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9414963.000000 Penalty: 5667.055176
	Iteration 13Q: 3 clusters Score -9414963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9415065.000000 Penalty: 5667.055176
	Iteration 14Q: 3 clusters Score -9415065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9415125.000000 Penalty: 5667.055176
	Iteration 15Q: 3 clusters Score -9415125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9415191.000000 Penalty: 5667.055176
	Iteration 16Q: 3 clusters Score -9415191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9415218.000000 Penalty: 5667.055176
	Iteration 17Q: 3 clusters Score -9415218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9415241.000000 Penalty: 5667.055176
	Iteration 18Q: 3 clusters Score -9415241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9415259.000000 Penalty: 5667.055176
	Iteration 19Q: 3 clusters Score -9415259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9415263.000000 Penalty: 5667.055176
	Iteration 20F: 3 clusters Score -9415263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9415277.000000 Penalty: 5667.055176
	Iteration 21Q: 3 clusters Score -9415277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9415283.000000 Penalty: 5667.055176
	Iteration 22Q: 3 clusters Score -9415283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9415300.000000 Penalty: 5667.055176
	Iteration 23Q: 3 clusters Score -9415300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9415314.000000 Penalty: 5667.055176
	Iteration 24Q: 3 clusters Score -9415314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9415325.000000 Penalty: 5667.055176
	Iteration 25Q: 3 clusters Score -9415325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9415340.000000 Penalty: 5667.055176
	Iteration 26Q: 3 clusters Score -9415340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9415357.000000 Penalty: 5667.055176
	Iteration 27Q: 3 clusters Score -9415357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9415379.000000 Penalty: 5667.055176
	Iteration 28Q: 3 clusters Score -9415379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9415404.000000 Penalty: 5667.055176
	Iteration 29Q: 3 clusters Score -9415404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9415396.000000 Penalty: 5667.055176
	Iteration 30Q: 3 clusters Score -9415396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9415417.000000 Penalty: 5667.055176
	Iteration 31Q: 3 clusters Score -9415417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9415413.000000 Penalty: 5667.055176
	Iteration 32Q: 3 clusters Score -9415413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9415414.000000 Penalty: 5667.055176
	Iteration 33Q: 3 clusters Score -9415414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9415430.000000 Penalty: 5667.055176
	Iteration 34Q: 3 clusters Score -9415430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9415440.000000 Penalty: 5667.055176
	Iteration 35Q: 3 clusters Score -9415440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9415449.000000 Penalty: 5667.055176
	Iteration 36Q: 3 clusters Score -9415449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9415459.000000 Penalty: 5667.055176
	Iteration 37Q: 3 clusters Score -9415459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9415464.000000 Penalty: 5667.055176
	Iteration 38Q: 3 clusters Score -9415464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9415475.000000 Penalty: 5667.055176
	Iteration 39Q: 3 clusters Score -9415475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9415478.000000 Penalty: 5667.055176
	Iteration 40F: 3 clusters Score -9415478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9415481.000000 Penalty: 5667.055176
	Iteration 41Q: 3 clusters Score -9415481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9415482.000000 Penalty: 5667.055176
	Iteration 42Q: 3 clusters Score -9415482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9415480.000000 Penalty: 5667.055176
	Iteration 43Q: 3 clusters Score -9415480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9415483.000000 Penalty: 5667.055176
	Iteration 44Q: 3 clusters Score -9415483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9415488.000000 Penalty: 5667.055176
	Iteration 45Q: 3 clusters Score -9415488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9415488.000000 Penalty: 5667.055176
	Iteration 46F: 3 clusters Score -9415488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34607.730469 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -34607.73 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: -33218.621094 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -33218.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33495.222656 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -33495.22 nChanged 24
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: -33593.468750 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -33593.47 nChanged 13
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: -33636.859375 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -33636.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33662.031250 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -33662.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33680.464844 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -33680.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33693.761719 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -33693.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33702.988281 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -33702.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33719.390625 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -33719.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33741.343750 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -33741.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33806.500000 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -33806.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33897.417969 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -33897.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34034.152344 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -34034.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34050.304688 Penalty: 2994.783936
	Iteration 13Q: 3 clusters Score -34050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34061.171875 Penalty: 2994.783936
	Iteration 14Q: 3 clusters Score -34061.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34069.097656 Penalty: 2994.783936
	Iteration 15Q: 3 clusters Score -34069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34075.703125 Penalty: 2994.783936
	Iteration 16Q: 3 clusters Score -34075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34079.980469 Penalty: 2994.783936
	Iteration 17Q: 3 clusters Score -34079.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34087.109375 Penalty: 2994.783936
	Iteration 18Q: 3 clusters Score -34087.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34104.597656 Penalty: 2994.783936
	Iteration 19Q: 3 clusters Score -34104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34113.121094 Penalty: 2994.783936
	Iteration 20F: 3 clusters Score -34113.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -305606.937500 Penalty: 2021.602173
	Iteration 0F: 2 clusters Score -305606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -302079.375000 Penalty: 4043.204346
	Iteration 0F: 3 clusters Score -302079.4 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -302824.500000 Penalty: 4043.204346
	Iteration 1F: 3 clusters Score -302824.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -303028.187500 Penalty: 4043.204346
	Iteration 2F: 3 clusters Score -303028.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -303127.781250 Penalty: 4043.204346
	Iteration 3Q: 3 clusters Score -303127.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -303209.781250 Penalty: 4043.204346
	Iteration 4Q: 3 clusters Score -303209.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -303289.437500 Penalty: 4043.204346
	Iteration 5Q: 3 clusters Score -303289.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -303356.281250 Penalty: 4043.204346
	Iteration 6Q: 3 clusters Score -303356.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -303404.125000 Penalty: 4043.204346
	Iteration 7Q: 3 clusters Score -303404.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -303450.156250 Penalty: 4043.204346
	Iteration 8Q: 3 clusters Score -303450.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -303481.656250 Penalty: 4043.204346
	Iteration 9Q: 3 clusters Score -303481.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -303512.437500 Penalty: 4043.204346
	Iteration 10Q: 3 clusters Score -303512.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -303539.250000 Penalty: 4043.204346
	Iteration 11Q: 3 clusters Score -303539.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -303562.875000 Penalty: 4043.204346
	Iteration 12Q: 3 clusters Score -303562.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -303588.218750 Penalty: 4043.204346
	Iteration 13Q: 3 clusters Score -303588.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -303608.625000 Penalty: 4043.204346
	Iteration 14Q: 3 clusters Score -303608.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -303623.187500 Penalty: 4043.204346
	Iteration 15Q: 3 clusters Score -303623.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -303638.281250 Penalty: 4043.204346
	Iteration 16Q: 3 clusters Score -303638.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -303654.312500 Penalty: 4043.204346
	Iteration 17Q: 3 clusters Score -303654.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -303672.375000 Penalty: 4043.204346
	Iteration 18Q: 3 clusters Score -303672.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -303689.281250 Penalty: 4043.204346
	Iteration 19Q: 3 clusters Score -303689.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -303702.812500 Penalty: 4043.204346
	Iteration 20F: 3 clusters Score -303702.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -303719.781250 Penalty: 4043.204346
	Iteration 21Q: 3 clusters Score -303719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -303731.718750 Penalty: 4043.204346
	Iteration 22Q: 3 clusters Score -303731.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -303740.875000 Penalty: 4043.204346
	Iteration 23Q: 3 clusters Score -303740.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -303751.437500 Penalty: 4043.204346
	Iteration 24Q: 3 clusters Score -303751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -303757.562500 Penalty: 4043.204346
	Iteration 25Q: 3 clusters Score -303757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -303762.656250 Penalty: 4043.204346
	Iteration 26Q: 3 clusters Score -303762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -303768.531250 Penalty: 4043.204346
	Iteration 27Q: 3 clusters Score -303768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -303773.125000 Penalty: 4043.204346
	Iteration 28Q: 3 clusters Score -303773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -303777.312500 Penalty: 4043.204346
	Iteration 29Q: 3 clusters Score -303777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -303780.625000 Penalty: 4043.204346
	Iteration 30Q: 3 clusters Score -303780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -303783.968750 Penalty: 4043.204346
	Iteration 31Q: 3 clusters Score -303784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -303790.218750 Penalty: 4043.204346
	Iteration 32Q: 3 clusters Score -303790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -303796.343750 Penalty: 4043.204346
	Iteration 33Q: 3 clusters Score -303796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -303800.937500 Penalty: 4043.204346
	Iteration 34Q: 3 clusters Score -303800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -303807.468750 Penalty: 4043.204346
	Iteration 35Q: 3 clusters Score -303807.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -303811.031250 Penalty: 4043.204346
	Iteration 36Q: 3 clusters Score -303811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -303814.406250 Penalty: 4043.204346
	Iteration 37Q: 3 clusters Score -303814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -303816.156250 Penalty: 4043.204346
	Iteration 38Q: 3 clusters Score -303816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -303816.781250 Penalty: 4043.204346
	Iteration 39Q: 3 clusters Score -303816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -303816.781250 Penalty: 4043.204346
	Iteration 40F: 3 clusters Score -303816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 313 members 
Entering Unmasked Estep 
Score: -53151.261719 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53151.26 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53379.746094 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53379.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53534.796875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53534.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53675.199219 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -53675.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53768.742188 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53768.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53838.441406 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53838.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53910.109375 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53910.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54035.699219 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -54035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54130.992188 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -54130.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54254.949219 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -54254.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54310.277344 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -54310.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54341.656250 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -54341.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54366.761719 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -54366.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54383.375000 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -54383.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54393.234375 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -54393.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54412.839844 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -54412.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54423.449219 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -54423.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54429.558594 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -54429.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54435.972656 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -54435.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54441.460938 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -54441.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54441.460938 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -54441.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71614.218750 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71614.22 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71905.976562 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71905.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72057.031250 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -72057.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72209.796875 Penalty: 3319.273682
	Iteration 3F: 3 clusters Score -72209.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72394.031250 Penalty: 3319.273682
	Iteration 4F: 3 clusters Score -72394.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72593.132812 Penalty: 3319.273682
	Iteration 5F: 3 clusters Score -72593.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72684.968750 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72684.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72744.351562 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72744.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -72791.570312 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72791.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72826.500000 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -72826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72867.265625 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -72867.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -72898.820312 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -72898.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72923.515625 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -72923.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -72945.218750 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -72945.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72956.351562 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -72956.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -72960.921875 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -72960.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -72960.921875 Penalty: 3319.273682
	Iteration 16F: 3 clusters Score -72960.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 281359 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 28564 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 7811 members 
Mstep: Class 7 contains 344714 members 
Mstep: Class 8 contains 237778 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32004 members 
Mstep: Class 12 contains 74190 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 91630 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3469 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158351504.000000 Penalty: 70616.835938
Iteration 279Q: 21 clusters Score -1.583515e+08 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 281550 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 28566 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 345007 members 
Mstep: Class 8 contains 237532 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 32033 members 
Mstep: Class 12 contains 75498 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 92179 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 341254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158352320.000000 Penalty: 70616.835938
Iteration 280F: 21 clusters Score -1.583523e+08 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 281127 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 28464 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 344706 members 
Mstep: Class 8 contains 236302 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31983 members 
Mstep: Class 12 contains 76926 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 92062 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 341762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158352928.000000 Penalty: 70616.835938
Iteration 281Q: 21 clusters Score -1.583529e+08 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 280827 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 28383 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 9795 members 
Mstep: Class 7 contains 344422 members 
Mstep: Class 8 contains 235178 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31959 members 
Mstep: Class 12 contains 78341 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 91845 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158353360.000000 Penalty: 70616.835938
Iteration 282Q: 21 clusters Score -1.583534e+08 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 280536 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 28315 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 10281 members 
Mstep: Class 7 contains 344154 members 
Mstep: Class 8 contains 234094 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31958 members 
Mstep: Class 12 contains 79704 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 91639 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158352992.000000 Penalty: 70616.835938
Iteration 283Q: 21 clusters Score -1.58353e+08 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 280222 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 28242 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 343980 members 
Mstep: Class 8 contains 233050 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31964 members 
Mstep: Class 12 contains 81026 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 91420 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158352896.000000 Penalty: 70616.835938
Iteration 284Q: 21 clusters Score -1.583529e+08 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 279901 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 28184 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 343936 members 
Mstep: Class 8 contains 232004 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31966 members 
Mstep: Class 12 contains 82292 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 91192 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158353344.000000 Penalty: 70616.835938
Iteration 285Q: 21 clusters Score -1.583533e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 279509 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 28132 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 11477 members 
Mstep: Class 7 contains 343939 members 
Mstep: Class 8 contains 231069 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31965 members 
Mstep: Class 12 contains 83554 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 90988 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354048.000000 Penalty: 70616.835938
Iteration 286Q: 21 clusters Score -1.58354e+08 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 279124 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 28098 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 11825 members 
Mstep: Class 7 contains 343942 members 
Mstep: Class 8 contains 230194 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31984 members 
Mstep: Class 12 contains 84801 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 90786 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 343038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354656.000000 Penalty: 70616.835938
Iteration 287Q: 21 clusters Score -1.583547e+08 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 278712 members 
Mstep: Class 3 contains 7159 members 
Mstep: Class 4 contains 28062 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 343954 members 
Mstep: Class 8 contains 229393 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31989 members 
Mstep: Class 12 contains 86062 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 90622 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 343009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354912.000000 Penalty: 70616.835938
Iteration 288Q: 21 clusters Score -1.583549e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 278321 members 
Mstep: Class 3 contains 7131 members 
Mstep: Class 4 contains 28019 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 343939 members 
Mstep: Class 8 contains 228707 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31999 members 
Mstep: Class 12 contains 87348 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 90456 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355072.000000 Penalty: 70616.835938
Iteration 289Q: 21 clusters Score -1.583551e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 277911 members 
Mstep: Class 3 contains 7100 members 
Mstep: Class 4 contains 27973 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 12776 members 
Mstep: Class 7 contains 343945 members 
Mstep: Class 8 contains 228050 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31989 members 
Mstep: Class 12 contains 88668 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 90299 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355472.000000 Penalty: 70616.835938
Iteration 290Q: 21 clusters Score -1.583555e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 277542 members 
Mstep: Class 3 contains 7070 members 
Mstep: Class 4 contains 27923 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 344023 members 
Mstep: Class 8 contains 227438 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31992 members 
Mstep: Class 12 contains 89922 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 90128 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355536.000000 Penalty: 70616.835938
Iteration 291Q: 21 clusters Score -1.583555e+08 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 277188 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 27879 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 344026 members 
Mstep: Class 8 contains 226883 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31975 members 
Mstep: Class 12 contains 91272 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 89976 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356320.000000 Penalty: 70616.835938
Iteration 292Q: 21 clusters Score -1.583563e+08 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 276758 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 27863 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 13746 members 
Mstep: Class 7 contains 344241 members 
Mstep: Class 8 contains 226369 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31967 members 
Mstep: Class 12 contains 92519 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 89797 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 341591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356816.000000 Penalty: 70616.835938
Iteration 293Q: 21 clusters Score -1.583568e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 276333 members 
Mstep: Class 3 contains 6969 members 
Mstep: Class 4 contains 27857 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 14080 members 
Mstep: Class 7 contains 344416 members 
Mstep: Class 8 contains 225833 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31955 members 
Mstep: Class 12 contains 93801 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 89649 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 341094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357200.000000 Penalty: 70616.835938
Iteration 294Q: 21 clusters Score -1.583572e+08 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 276011 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 27844 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 14429 members 
Mstep: Class 7 contains 344491 members 
Mstep: Class 8 contains 225341 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 31935 members 
Mstep: Class 12 contains 95109 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 89516 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 340517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357936.000000 Penalty: 70616.835938
Iteration 295Q: 21 clusters Score -1.583579e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 275672 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 27821 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 14806 members 
Mstep: Class 7 contains 344588 members 
Mstep: Class 8 contains 224829 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 96402 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 89372 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3455 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 339944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357872.000000 Penalty: 70616.835938
Iteration 296Q: 21 clusters Score -1.583579e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 275349 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 27797 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 15180 members 
Mstep: Class 7 contains 344659 members 
Mstep: Class 8 contains 224374 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 97687 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 89235 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3456 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 339320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357952.000000 Penalty: 70616.835938
Iteration 297Q: 21 clusters Score -1.58358e+08 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 274974 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 27791 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 15538 members 
Mstep: Class 7 contains 344531 members 
Mstep: Class 8 contains 224010 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31917 members 
Mstep: Class 12 contains 99035 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 89090 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 338778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358944.000000 Penalty: 70616.835938
Iteration 298Q: 21 clusters Score -1.583589e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 274622 members 
Mstep: Class 3 contains 6788 members 
Mstep: Class 4 contains 27765 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 15907 members 
Mstep: Class 7 contains 344333 members 
Mstep: Class 8 contains 223651 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31907 members 
Mstep: Class 12 contains 100342 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 88946 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 338325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359232.000000 Penalty: 70616.835938
Iteration 299Q: 21 clusters Score -1.583592e+08 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 274212 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 27722 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 16260 members 
Mstep: Class 7 contains 344256 members 
Mstep: Class 8 contains 223278 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31908 members 
Mstep: Class 12 contains 101630 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 88803 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 337868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359616.000000 Penalty: 70616.835938
Iteration 300F: 21 clusters Score -1.583596e+08 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 273802 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 27681 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 16636 members 
Mstep: Class 7 contains 344258 members 
Mstep: Class 8 contains 222858 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31903 members 
Mstep: Class 12 contains 102907 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 88663 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 337369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359904.000000 Penalty: 70616.835938
Iteration 301Q: 21 clusters Score -1.583599e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 273338 members 
Mstep: Class 3 contains 6673 members 
Mstep: Class 4 contains 27652 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 17008 members 
Mstep: Class 7 contains 344388 members 
Mstep: Class 8 contains 222420 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31881 members 
Mstep: Class 12 contains 104152 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2508 members 
Mstep: Class 15 contains 88508 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 336861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360624.000000 Penalty: 70616.835938
Iteration 302Q: 21 clusters Score -1.583606e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 272836 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 27623 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 17395 members 
Mstep: Class 7 contains 344473 members 
Mstep: Class 8 contains 222018 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31867 members 
Mstep: Class 12 contains 105430 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 88361 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3456 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 336314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361728.000000 Penalty: 70616.835938
Iteration 303Q: 21 clusters Score -1.583617e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 272364 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 27608 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 17779 members 
Mstep: Class 7 contains 344484 members 
Mstep: Class 8 contains 221655 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31860 members 
Mstep: Class 12 contains 106711 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2513 members 
Mstep: Class 15 contains 88206 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3456 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 335776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361616.000000 Penalty: 70616.835938
Iteration 304Q: 21 clusters Score -1.583616e+08 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 271929 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 27602 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 344428 members 
Mstep: Class 8 contains 221331 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31848 members 
Mstep: Class 12 contains 107981 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 15 contains 88056 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3455 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 335229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361920.000000 Penalty: 70616.835938
Iteration 305Q: 21 clusters Score -1.583619e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 271489 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 27586 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 18581 members 
Mstep: Class 7 contains 344402 members 
Mstep: Class 8 contains 220987 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31843 members 
Mstep: Class 12 contains 109272 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 87909 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 334661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362624.000000 Penalty: 70616.835938
Iteration 306Q: 21 clusters Score -1.583626e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 271012 members 
Mstep: Class 3 contains 6428 members 
Mstep: Class 4 contains 27569 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 18989 members 
Mstep: Class 7 contains 344278 members 
Mstep: Class 8 contains 220663 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31839 members 
Mstep: Class 12 contains 110615 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 87765 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 334164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363200.000000 Penalty: 70616.835938
Iteration 307Q: 21 clusters Score -1.583632e+08 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 270481 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 27553 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 19387 members 
Mstep: Class 7 contains 344312 members 
Mstep: Class 8 contains 220317 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31825 members 
Mstep: Class 12 contains 111871 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 87629 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 333649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363568.000000 Penalty: 70616.835938
Iteration 308Q: 21 clusters Score -1.583636e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 269965 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 27546 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 19773 members 
Mstep: Class 7 contains 344348 members 
Mstep: Class 8 contains 219961 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31796 members 
Mstep: Class 12 contains 113135 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 87507 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 333132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363808.000000 Penalty: 70616.835938
Iteration 309Q: 21 clusters Score -1.583638e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 269451 members 
Mstep: Class 3 contains 6287 members 
Mstep: Class 4 contains 27537 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 20208 members 
Mstep: Class 7 contains 344409 members 
Mstep: Class 8 contains 219618 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31780 members 
Mstep: Class 12 contains 114384 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 87330 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 332570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363968.000000 Penalty: 70616.835938
Iteration 310Q: 21 clusters Score -1.58364e+08 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 268962 members 
Mstep: Class 3 contains 6256 members 
Mstep: Class 4 contains 27519 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 20639 members 
Mstep: Class 7 contains 344527 members 
Mstep: Class 8 contains 219279 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31754 members 
Mstep: Class 12 contains 115558 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 87159 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3449 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 331992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364960.000000 Penalty: 70616.835938
Iteration 311Q: 21 clusters Score -1.58365e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 268489 members 
Mstep: Class 3 contains 6233 members 
Mstep: Class 4 contains 27491 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 21084 members 
Mstep: Class 7 contains 344646 members 
Mstep: Class 8 contains 218930 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31754 members 
Mstep: Class 12 contains 116703 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2573 members 
Mstep: Class 15 contains 86968 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 331382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365536.000000 Penalty: 70616.835938
Iteration 312Q: 21 clusters Score -1.583655e+08 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 268046 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 27462 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 21519 members 
Mstep: Class 7 contains 344818 members 
Mstep: Class 8 contains 218613 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31742 members 
Mstep: Class 12 contains 117776 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 86786 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 330789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366096.000000 Penalty: 70616.835938
Iteration 313Q: 21 clusters Score -1.583661e+08 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 267588 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 27438 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 22003 members 
Mstep: Class 7 contains 344978 members 
Mstep: Class 8 contains 218307 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31740 members 
Mstep: Class 12 contains 118847 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 86592 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 330135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366496.000000 Penalty: 70616.835938
Iteration 314Q: 21 clusters Score -1.583665e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 267093 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 27416 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 22463 members 
Mstep: Class 7 contains 345180 members 
Mstep: Class 8 contains 218018 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31726 members 
Mstep: Class 12 contains 119864 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 86425 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 329525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366816.000000 Penalty: 70616.835938
Iteration 315Q: 21 clusters Score -1.583668e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 266626 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 27397 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 22944 members 
Mstep: Class 7 contains 345304 members 
Mstep: Class 8 contains 217740 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31719 members 
Mstep: Class 12 contains 120821 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 86263 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 328974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367120.000000 Penalty: 70616.835938
Iteration 316Q: 21 clusters Score -1.583671e+08 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 266154 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 27357 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 23416 members 
Mstep: Class 7 contains 345496 members 
Mstep: Class 8 contains 217484 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31708 members 
Mstep: Class 12 contains 121736 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2619 members 
Mstep: Class 15 contains 86104 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 328448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366816.000000 Penalty: 70616.835938
Iteration 317Q: 21 clusters Score -1.583668e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 265692 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 27335 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 23903 members 
Mstep: Class 7 contains 345713 members 
Mstep: Class 8 contains 217243 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31686 members 
Mstep: Class 12 contains 122631 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 85911 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 327866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366944.000000 Penalty: 70616.835938
Iteration 318Q: 21 clusters Score -1.583669e+08 nChanged 4129
Entering ConstructFrom: 
Score: -158366944.000000 Penalty: 70616.835938
Entering ConstructFrom: 
Trying to split cluster 1 (57669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Entering Unmasked Estep 
Score: -6183756.500000 Penalty: 2718.693848
	Iteration 0F: 2 clusters Score -6183756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -6144805.000000 Penalty: 5437.387695
	Iteration 0F: 3 clusters Score -6144805 nChanged 26872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6160053.000000 Penalty: 5437.387695
	Iteration 1F: 3 clusters Score -6160053 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -6160675.000000 Penalty: 5437.387695
	Iteration 2Q: 3 clusters Score -6160675 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6161348.000000 Penalty: 5437.387695
	Iteration 3Q: 3 clusters Score -6161348 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -6162180.000000 Penalty: 5437.387695
	Iteration 4Q: 3 clusters Score -6162180 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -6163428.500000 Penalty: 5437.387695
	Iteration 5Q: 3 clusters Score -6163428 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6165250.000000 Penalty: 5437.387695
	Iteration 6F: 3 clusters Score -6165250 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -6167806.500000 Penalty: 5437.387695
	Iteration 7F: 3 clusters Score -6167806 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -6170859.500000 Penalty: 5437.387695
	Iteration 8F: 3 clusters Score -6170860 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -6174071.000000 Penalty: 5437.387695
	Iteration 9F: 3 clusters Score -6174071 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -6176583.000000 Penalty: 5437.387695
	Iteration 10F: 3 clusters Score -6176583 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -6178161.500000 Penalty: 5437.387695
	Iteration 11Q: 3 clusters Score -6178162 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6179148.500000 Penalty: 5437.387695
	Iteration 12Q: 3 clusters Score -6179148 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -6179669.000000 Penalty: 5437.387695
	Iteration 13Q: 3 clusters Score -6179669 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -6180055.000000 Penalty: 5437.387695
	Iteration 14Q: 3 clusters Score -6180055 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6180401.000000 Penalty: 5437.387695
	Iteration 15Q: 3 clusters Score -6180401 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -6180646.500000 Penalty: 5437.387695
	Iteration 16Q: 3 clusters Score -6180646 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6180872.500000 Penalty: 5437.387695
	Iteration 17Q: 3 clusters Score -6180872 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -6181053.500000 Penalty: 5437.387695
	Iteration 18Q: 3 clusters Score -6181054 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -6181171.000000 Penalty: 5437.387695
	Iteration 19Q: 3 clusters Score -6181171 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -6181272.500000 Penalty: 5437.387695
	Iteration 20F: 3 clusters Score -6181272 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -6181357.500000 Penalty: 5437.387695
	Iteration 21Q: 3 clusters Score -6181358 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -6181426.500000 Penalty: 5437.387695
	Iteration 22Q: 3 clusters Score -6181426 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -6181478.500000 Penalty: 5437.387695
	Iteration 23Q: 3 clusters Score -6181478 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -6181519.000000 Penalty: 5437.387695
	Iteration 24Q: 3 clusters Score -6181519 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -6181571.500000 Penalty: 5437.387695
	Iteration 25Q: 3 clusters Score -6181572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -6181603.500000 Penalty: 5437.387695
	Iteration 26Q: 3 clusters Score -6181604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6181635.500000 Penalty: 5437.387695
	Iteration 27Q: 3 clusters Score -6181636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -6181658.000000 Penalty: 5437.387695
	Iteration 28Q: 3 clusters Score -6181658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -6181680.500000 Penalty: 5437.387695
	Iteration 29Q: 3 clusters Score -6181680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -6181692.500000 Penalty: 5437.387695
	Iteration 30Q: 3 clusters Score -6181692 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -6181706.000000 Penalty: 5437.387695
	Iteration 31Q: 3 clusters Score -6181706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -6181709.000000 Penalty: 5437.387695
	Iteration 32Q: 3 clusters Score -6181709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -6181719.000000 Penalty: 5437.387695
	Iteration 33Q: 3 clusters Score -6181719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -6181745.500000 Penalty: 5437.387695
	Iteration 34Q: 3 clusters Score -6181746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -6181751.000000 Penalty: 5437.387695
	Iteration 35Q: 3 clusters Score -6181751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6181768.500000 Penalty: 5437.387695
	Iteration 36Q: 3 clusters Score -6181768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -6181800.500000 Penalty: 5437.387695
	Iteration 37Q: 3 clusters Score -6181800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -6181797.500000 Penalty: 5437.387695
	Iteration 38Q: 3 clusters Score -6181798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -6181819.000000 Penalty: 5437.387695
	Iteration 39Q: 3 clusters Score -6181819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -6181816.000000 Penalty: 5437.387695
	Iteration 40F: 3 clusters Score -6181816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -6181810.000000 Penalty: 5437.387695
	Iteration 41Q: 3 clusters Score -6181810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -6181809.500000 Penalty: 5437.387695
	Iteration 42Q: 3 clusters Score -6181810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -6181812.500000 Penalty: 5437.387695
	Iteration 43Q: 3 clusters Score -6181812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -6181827.500000 Penalty: 5437.387695
	Iteration 44Q: 3 clusters Score -6181828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -6181840.000000 Penalty: 5437.387695
	Iteration 45Q: 3 clusters Score -6181840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -6181826.500000 Penalty: 5437.387695
	Iteration 46Q: 3 clusters Score -6181826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -6181837.500000 Penalty: 5437.387695
	Iteration 47Q: 3 clusters Score -6181838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -6181844.500000 Penalty: 5437.387695
	Iteration 48Q: 3 clusters Score -6181844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -6181838.500000 Penalty: 5437.387695
	Iteration 49Q: 3 clusters Score -6181838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -6181840.000000 Penalty: 5437.387695
	Iteration 50Q: 3 clusters Score -6181840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -6181846.500000 Penalty: 5437.387695
	Iteration 51Q: 3 clusters Score -6181846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -6181860.000000 Penalty: 5437.387695
	Iteration 52Q: 3 clusters Score -6181860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -6181851.500000 Penalty: 5437.387695
	Iteration 53Q: 3 clusters Score -6181852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -6181854.500000 Penalty: 5437.387695
	Iteration 54Q: 3 clusters Score -6181854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -6181864.500000 Penalty: 5437.387695
	Iteration 55Q: 3 clusters Score -6181864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -6181864.500000 Penalty: 5437.387695
	Iteration 56F: 3 clusters Score -6181864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (265239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265239 members 
Entering Unmasked Estep 
Score: -28136954.000000 Penalty: 3097.119873
	Iteration 0F: 2 clusters Score -2.813695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -27963390.000000 Penalty: 6194.239746
	Iteration 0F: 3 clusters Score -2.796339e+07 nChanged 128529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134036 members 
Mstep: Class 2 contains 131203 members 
Entering Unmasked Estep 
Score: -28040218.000000 Penalty: 6194.239746
	Iteration 1F: 3 clusters Score -2.804022e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 130564 members 
Entering Unmasked Estep 
Score: -28042076.000000 Penalty: 6194.239746
	Iteration 2Q: 3 clusters Score -2.804208e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135615 members 
Mstep: Class 2 contains 129624 members 
Entering Unmasked Estep 
Score: -28044256.000000 Penalty: 6194.239746
	Iteration 3Q: 3 clusters Score -2.804426e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137127 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -28047484.000000 Penalty: 6194.239746
	Iteration 4Q: 3 clusters Score -2.804748e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -28051684.000000 Penalty: 6194.239746
	Iteration 5Q: 3 clusters Score -2.805168e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 122525 members 
Entering Unmasked Estep 
Score: -28057294.000000 Penalty: 6194.239746
	Iteration 6Q: 3 clusters Score -2.805729e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 117468 members 
Entering Unmasked Estep 
Score: -28063764.000000 Penalty: 6194.239746
	Iteration 7F: 3 clusters Score -2.806376e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155039 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -28071570.000000 Penalty: 6194.239746
	Iteration 8F: 3 clusters Score -2.807157e+07 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -28080618.000000 Penalty: 6194.239746
	Iteration 9F: 3 clusters Score -2.808062e+07 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -28090818.000000 Penalty: 6194.239746
	Iteration 10F: 3 clusters Score -2.809082e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185816 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -28099852.000000 Penalty: 6194.239746
	Iteration 11F: 3 clusters Score -2.809985e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195501 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -28107468.000000 Penalty: 6194.239746
	Iteration 12Q: 3 clusters Score -2.810747e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203711 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -28113362.000000 Penalty: 6194.239746
	Iteration 13Q: 3 clusters Score -2.811336e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210788 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -28117520.000000 Penalty: 6194.239746
	Iteration 14Q: 3 clusters Score -2.811752e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216869 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -28121036.000000 Penalty: 6194.239746
	Iteration 15Q: 3 clusters Score -2.812104e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222197 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -28124092.000000 Penalty: 6194.239746
	Iteration 16Q: 3 clusters Score -2.812409e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226802 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -28126498.000000 Penalty: 6194.239746
	Iteration 17Q: 3 clusters Score -2.81265e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230730 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -28128360.000000 Penalty: 6194.239746
	Iteration 18Q: 3 clusters Score -2.812836e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234101 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -28129836.000000 Penalty: 6194.239746
	Iteration 19Q: 3 clusters Score -2.812984e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237046 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -28130724.000000 Penalty: 6194.239746
	Iteration 20F: 3 clusters Score -2.813072e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239602 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -28131678.000000 Penalty: 6194.239746
	Iteration 21Q: 3 clusters Score -2.813168e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241859 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -28132364.000000 Penalty: 6194.239746
	Iteration 22Q: 3 clusters Score -2.813236e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243922 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -28132990.000000 Penalty: 6194.239746
	Iteration 23Q: 3 clusters Score -2.813299e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245749 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -28133294.000000 Penalty: 6194.239746
	Iteration 24Q: 3 clusters Score -2.813329e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247394 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -28133728.000000 Penalty: 6194.239746
	Iteration 25Q: 3 clusters Score -2.813373e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248915 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -28134116.000000 Penalty: 6194.239746
	Iteration 26Q: 3 clusters Score -2.813412e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250162 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -28134446.000000 Penalty: 6194.239746
	Iteration 27Q: 3 clusters Score -2.813445e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251264 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -28134768.000000 Penalty: 6194.239746
	Iteration 28Q: 3 clusters Score -2.813477e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252264 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -28134952.000000 Penalty: 6194.239746
	Iteration 29Q: 3 clusters Score -2.813495e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253145 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -28135162.000000 Penalty: 6194.239746
	Iteration 30Q: 3 clusters Score -2.813516e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254002 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -28135258.000000 Penalty: 6194.239746
	Iteration 31Q: 3 clusters Score -2.813526e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254778 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -28135468.000000 Penalty: 6194.239746
	Iteration 32Q: 3 clusters Score -2.813547e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255473 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -28135676.000000 Penalty: 6194.239746
	Iteration 33Q: 3 clusters Score -2.813568e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256080 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -28135850.000000 Penalty: 6194.239746
	Iteration 34Q: 3 clusters Score -2.813585e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256588 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -28135978.000000 Penalty: 6194.239746
	Iteration 35Q: 3 clusters Score -2.813598e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257025 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -28136052.000000 Penalty: 6194.239746
	Iteration 36Q: 3 clusters Score -2.813605e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257404 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -28136068.000000 Penalty: 6194.239746
	Iteration 37Q: 3 clusters Score -2.813607e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257749 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -28136146.000000 Penalty: 6194.239746
	Iteration 38Q: 3 clusters Score -2.813615e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258059 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -28136242.000000 Penalty: 6194.239746
	Iteration 39Q: 3 clusters Score -2.813624e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258337 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -28136318.000000 Penalty: 6194.239746
	Iteration 40F: 3 clusters Score -2.813632e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258575 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -28136346.000000 Penalty: 6194.239746
	Iteration 41Q: 3 clusters Score -2.813635e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258808 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -28136410.000000 Penalty: 6194.239746
	Iteration 42Q: 3 clusters Score -2.813641e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259015 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -28136372.000000 Penalty: 6194.239746
	Iteration 43Q: 3 clusters Score -2.813637e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259189 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -28136404.000000 Penalty: 6194.239746
	Iteration 44Q: 3 clusters Score -2.81364e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259357 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -28136430.000000 Penalty: 6194.239746
	Iteration 45Q: 3 clusters Score -2.813643e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259504 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -28136398.000000 Penalty: 6194.239746
	Iteration 46Q: 3 clusters Score -2.81364e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259640 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -28136352.000000 Penalty: 6194.239746
	Iteration 47Q: 3 clusters Score -2.813635e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259771 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -28136358.000000 Penalty: 6194.239746
	Iteration 48Q: 3 clusters Score -2.813636e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259877 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -28136336.000000 Penalty: 6194.239746
	Iteration 49Q: 3 clusters Score -2.813634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259952 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -28136358.000000 Penalty: 6194.239746
	Iteration 50Q: 3 clusters Score -2.813636e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260025 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -28136360.000000 Penalty: 6194.239746
	Iteration 51Q: 3 clusters Score -2.813636e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260086 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -28136376.000000 Penalty: 6194.239746
	Iteration 52Q: 3 clusters Score -2.813638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260145 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -28136454.000000 Penalty: 6194.239746
	Iteration 53Q: 3 clusters Score -2.813645e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260186 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -28136454.000000 Penalty: 6194.239746
	Iteration 54Q: 3 clusters Score -2.813645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260216 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -28136458.000000 Penalty: 6194.239746
	Iteration 55Q: 3 clusters Score -2.813646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260237 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -28136438.000000 Penalty: 6194.239746
	Iteration 56Q: 3 clusters Score -2.813644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260265 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -28136440.000000 Penalty: 6194.239746
	Iteration 57Q: 3 clusters Score -2.813644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260294 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -28136478.000000 Penalty: 6194.239746
	Iteration 58Q: 3 clusters Score -2.813648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260317 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -28136490.000000 Penalty: 6194.239746
	Iteration 59Q: 3 clusters Score -2.813649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260343 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -28136480.000000 Penalty: 6194.239746
	Iteration 60F: 3 clusters Score -2.813648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260372 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -28136490.000000 Penalty: 6194.239746
	Iteration 61Q: 3 clusters Score -2.813649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260399 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -28136480.000000 Penalty: 6194.239746
	Iteration 62Q: 3 clusters Score -2.813648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260423 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -28136488.000000 Penalty: 6194.239746
	Iteration 63Q: 3 clusters Score -2.813649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260440 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -28136492.000000 Penalty: 6194.239746
	Iteration 64Q: 3 clusters Score -2.813649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260463 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -28136506.000000 Penalty: 6194.239746
	Iteration 65Q: 3 clusters Score -2.813651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260485 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -28136490.000000 Penalty: 6194.239746
	Iteration 66Q: 3 clusters Score -2.813649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260504 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -28136492.000000 Penalty: 6194.239746
	Iteration 67Q: 3 clusters Score -2.813649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260514 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -28136470.000000 Penalty: 6194.239746
	Iteration 68Q: 3 clusters Score -2.813647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260527 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -28136456.000000 Penalty: 6194.239746
	Iteration 69Q: 3 clusters Score -2.813646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260540 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -28136466.000000 Penalty: 6194.239746
	Iteration 70Q: 3 clusters Score -2.813647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260554 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -28136450.000000 Penalty: 6194.239746
	Iteration 71Q: 3 clusters Score -2.813645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260575 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -28136426.000000 Penalty: 6194.239746
	Iteration 72Q: 3 clusters Score -2.813643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260595 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -28136438.000000 Penalty: 6194.239746
	Iteration 73Q: 3 clusters Score -2.813644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260612 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -28136434.000000 Penalty: 6194.239746
	Iteration 74Q: 3 clusters Score -2.813643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260631 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -28136430.000000 Penalty: 6194.239746
	Iteration 75Q: 3 clusters Score -2.813643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260651 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -28136430.000000 Penalty: 6194.239746
	Iteration 76Q: 3 clusters Score -2.813643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260675 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -28136430.000000 Penalty: 6194.239746
	Iteration 77Q: 3 clusters Score -2.813643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260698 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -28136444.000000 Penalty: 6194.239746
	Iteration 78Q: 3 clusters Score -2.813644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260719 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -28136422.000000 Penalty: 6194.239746
	Iteration 79Q: 3 clusters Score -2.813642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260743 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -28136416.000000 Penalty: 6194.239746
	Iteration 80F: 3 clusters Score -2.813642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260758 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -28136410.000000 Penalty: 6194.239746
	Iteration 81Q: 3 clusters Score -2.813641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260775 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -28136438.000000 Penalty: 6194.239746
	Iteration 82Q: 3 clusters Score -2.813644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260789 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -28136422.000000 Penalty: 6194.239746
	Iteration 83Q: 3 clusters Score -2.813642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260801 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -28136408.000000 Penalty: 6194.239746
	Iteration 84Q: 3 clusters Score -2.813641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260809 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -28136420.000000 Penalty: 6194.239746
	Iteration 85Q: 3 clusters Score -2.813642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260819 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -28136452.000000 Penalty: 6194.239746
	Iteration 86Q: 3 clusters Score -2.813645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260828 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -28136454.000000 Penalty: 6194.239746
	Iteration 87Q: 3 clusters Score -2.813645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260835 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -28136452.000000 Penalty: 6194.239746
	Iteration 88Q: 3 clusters Score -2.813645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260839 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -28136454.000000 Penalty: 6194.239746
	Iteration 89Q: 3 clusters Score -2.813645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260843 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -28136442.000000 Penalty: 6194.239746
	Iteration 90Q: 3 clusters Score -2.813644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260844 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -28136428.000000 Penalty: 6194.239746
	Iteration 91Q: 3 clusters Score -2.813643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260845 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -28136436.000000 Penalty: 6194.239746
	Iteration 92Q: 3 clusters Score -2.813644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260846 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -28136438.000000 Penalty: 6194.239746
	Iteration 93Q: 3 clusters Score -2.813644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260846 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -28136438.000000 Penalty: 6194.239746
	Iteration 94F: 3 clusters Score -2.813644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Entering Unmasked Estep 
Score: -599993.500000 Penalty: 2158.181396
	Iteration 0F: 2 clusters Score -599993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -594839.562500 Penalty: 4316.362793
	Iteration 0F: 3 clusters Score -594839.6 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -596259.562500 Penalty: 4316.362793
	Iteration 1F: 3 clusters Score -596259.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -596595.187500 Penalty: 4316.362793
	Iteration 2F: 3 clusters Score -596595.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -596887.125000 Penalty: 4316.362793
	Iteration 3F: 3 clusters Score -596887.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -597162.500000 Penalty: 4316.362793
	Iteration 4F: 3 clusters Score -597162.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -597393.687500 Penalty: 4316.362793
	Iteration 5F: 3 clusters Score -597393.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -597584.250000 Penalty: 4316.362793
	Iteration 6Q: 3 clusters Score -597584.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -597751.125000 Penalty: 4316.362793
	Iteration 7Q: 3 clusters Score -597751.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -597872.562500 Penalty: 4316.362793
	Iteration 8Q: 3 clusters Score -597872.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -597955.750000 Penalty: 4316.362793
	Iteration 9Q: 3 clusters Score -597955.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -598030.000000 Penalty: 4316.362793
	Iteration 10Q: 3 clusters Score -598030 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -598100.625000 Penalty: 4316.362793
	Iteration 11Q: 3 clusters Score -598100.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -598164.625000 Penalty: 4316.362793
	Iteration 12Q: 3 clusters Score -598164.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -598222.625000 Penalty: 4316.362793
	Iteration 13Q: 3 clusters Score -598222.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -598267.500000 Penalty: 4316.362793
	Iteration 14Q: 3 clusters Score -598267.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -598302.750000 Penalty: 4316.362793
	Iteration 15Q: 3 clusters Score -598302.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -598343.562500 Penalty: 4316.362793
	Iteration 16Q: 3 clusters Score -598343.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -598381.062500 Penalty: 4316.362793
	Iteration 17Q: 3 clusters Score -598381.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -598411.000000 Penalty: 4316.362793
	Iteration 18Q: 3 clusters Score -598411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -598435.375000 Penalty: 4316.362793
	Iteration 19Q: 3 clusters Score -598435.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -598457.687500 Penalty: 4316.362793
	Iteration 20F: 3 clusters Score -598457.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -598469.250000 Penalty: 4316.362793
	Iteration 21Q: 3 clusters Score -598469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -598482.062500 Penalty: 4316.362793
	Iteration 22Q: 3 clusters Score -598482.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -598501.500000 Penalty: 4316.362793
	Iteration 23Q: 3 clusters Score -598501.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -598525.125000 Penalty: 4316.362793
	Iteration 24Q: 3 clusters Score -598525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -598540.625000 Penalty: 4316.362793
	Iteration 25Q: 3 clusters Score -598540.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -598558.437500 Penalty: 4316.362793
	Iteration 26Q: 3 clusters Score -598558.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -598580.312500 Penalty: 4316.362793
	Iteration 27Q: 3 clusters Score -598580.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -598600.125000 Penalty: 4316.362793
	Iteration 28Q: 3 clusters Score -598600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -598612.000000 Penalty: 4316.362793
	Iteration 29Q: 3 clusters Score -598612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -598617.250000 Penalty: 4316.362793
	Iteration 30Q: 3 clusters Score -598617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -598621.625000 Penalty: 4316.362793
	Iteration 31Q: 3 clusters Score -598621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -598627.812500 Penalty: 4316.362793
	Iteration 32Q: 3 clusters Score -598627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -598629.250000 Penalty: 4316.362793
	Iteration 33Q: 3 clusters Score -598629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -598629.875000 Penalty: 4316.362793
	Iteration 34Q: 3 clusters Score -598629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -598630.750000 Penalty: 4316.362793
	Iteration 35Q: 3 clusters Score -598630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -598631.812500 Penalty: 4316.362793
	Iteration 36Q: 3 clusters Score -598631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -598633.250000 Penalty: 4316.362793
	Iteration 37Q: 3 clusters Score -598633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -598633.562500 Penalty: 4316.362793
	Iteration 38Q: 3 clusters Score -598633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -598633.562500 Penalty: 4316.362793
	Iteration 39F: 3 clusters Score -598633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Entering Unmasked Estep 
Score: -2948474.250000 Penalty: 2533.312988
	Iteration 0F: 2 clusters Score -2948474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2929745.000000 Penalty: 5066.625977
	Iteration 0F: 3 clusters Score -2929745 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2936020.750000 Penalty: 5066.625977
	Iteration 1F: 3 clusters Score -2936021 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2936393.750000 Penalty: 5066.625977
	Iteration 2Q: 3 clusters Score -2936394 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2936726.000000 Penalty: 5066.625977
	Iteration 3Q: 3 clusters Score -2936726 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2937092.500000 Penalty: 5066.625977
	Iteration 4Q: 3 clusters Score -2937092 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2937463.250000 Penalty: 5066.625977
	Iteration 5Q: 3 clusters Score -2937463 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2937969.750000 Penalty: 5066.625977
	Iteration 6Q: 3 clusters Score -2937970 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2938692.500000 Penalty: 5066.625977
	Iteration 7Q: 3 clusters Score -2938692 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2939776.250000 Penalty: 5066.625977
	Iteration 8F: 3 clusters Score -2939776 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2941190.500000 Penalty: 5066.625977
	Iteration 9F: 3 clusters Score -2941190 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2942811.250000 Penalty: 5066.625977
	Iteration 10F: 3 clusters Score -2942811 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2944208.000000 Penalty: 5066.625977
	Iteration 11F: 3 clusters Score -2944208 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2945166.000000 Penalty: 5066.625977
	Iteration 12Q: 3 clusters Score -2945166 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2945674.250000 Penalty: 5066.625977
	Iteration 13Q: 3 clusters Score -2945674 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2945940.250000 Penalty: 5066.625977
	Iteration 14Q: 3 clusters Score -2945940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2946063.750000 Penalty: 5066.625977
	Iteration 15Q: 3 clusters Score -2946064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2946129.500000 Penalty: 5066.625977
	Iteration 16Q: 3 clusters Score -2946130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2946186.250000 Penalty: 5066.625977
	Iteration 17Q: 3 clusters Score -2946186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2946206.750000 Penalty: 5066.625977
	Iteration 18Q: 3 clusters Score -2946207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2946218.500000 Penalty: 5066.625977
	Iteration 19Q: 3 clusters Score -2946218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2946224.250000 Penalty: 5066.625977
	Iteration 20F: 3 clusters Score -2946224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2946222.750000 Penalty: 5066.625977
	Iteration 21Q: 3 clusters Score -2946223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2946228.000000 Penalty: 5066.625977
	Iteration 22Q: 3 clusters Score -2946228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2946232.000000 Penalty: 5066.625977
	Iteration 23Q: 3 clusters Score -2946232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2946236.000000 Penalty: 5066.625977
	Iteration 24Q: 3 clusters Score -2946236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2946239.000000 Penalty: 5066.625977
	Iteration 25Q: 3 clusters Score -2946239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2946248.000000 Penalty: 5066.625977
	Iteration 26Q: 3 clusters Score -2946248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2946254.000000 Penalty: 5066.625977
	Iteration 27Q: 3 clusters Score -2946254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2946258.000000 Penalty: 5066.625977
	Iteration 28Q: 3 clusters Score -2946258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2946252.500000 Penalty: 5066.625977
	Iteration 29Q: 3 clusters Score -2946252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2946257.750000 Penalty: 5066.625977
	Iteration 30Q: 3 clusters Score -2946258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2946258.750000 Penalty: 5066.625977
	Iteration 31Q: 3 clusters Score -2946259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2946257.750000 Penalty: 5066.625977
	Iteration 32Q: 3 clusters Score -2946258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2946257.750000 Penalty: 5066.625977
	Iteration 33F: 3 clusters Score -2946258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -224954.734375 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -224954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -222190.859375 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -222190.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222673.468750 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -222673.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -222802.718750 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -222802.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -222858.687500 Penalty: 3813.473877
	Iteration 3Q: 3 clusters Score -222858.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222906.640625 Penalty: 3813.473877
	Iteration 4Q: 3 clusters Score -222906.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -222954.890625 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -222954.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223000.031250 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -223000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -223037.187500 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -223037.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -223079.062500 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -223079.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -223112.328125 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -223112.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223149.578125 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -223149.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -223187.218750 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -223187.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223222.578125 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -223222.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223255.734375 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -223255.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -223284.625000 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -223284.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223306.390625 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -223306.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223335.031250 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -223335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -223366.109375 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -223366.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -223399.843750 Penalty: 3813.473877
	Iteration 18Q: 3 clusters Score -223399.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -223420.609375 Penalty: 3813.473877
	Iteration 19Q: 3 clusters Score -223420.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -223443.609375 Penalty: 3813.473877
	Iteration 20F: 3 clusters Score -223443.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -223461.843750 Penalty: 3813.473877
	Iteration 21Q: 3 clusters Score -223461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223478.703125 Penalty: 3813.473877
	Iteration 22Q: 3 clusters Score -223478.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -223493.234375 Penalty: 3813.473877
	Iteration 23Q: 3 clusters Score -223493.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -223505.625000 Penalty: 3813.473877
	Iteration 24Q: 3 clusters Score -223505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -223525.375000 Penalty: 3813.473877
	Iteration 25Q: 3 clusters Score -223525.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -223559.703125 Penalty: 3813.473877
	Iteration 26Q: 3 clusters Score -223559.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -223595.921875 Penalty: 3813.473877
	Iteration 27Q: 3 clusters Score -223595.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223620.343750 Penalty: 3813.473877
	Iteration 28Q: 3 clusters Score -223620.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223634.406250 Penalty: 3813.473877
	Iteration 29Q: 3 clusters Score -223634.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -223643.734375 Penalty: 3813.473877
	Iteration 30Q: 3 clusters Score -223643.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -223653.140625 Penalty: 3813.473877
	Iteration 31Q: 3 clusters Score -223653.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223663.031250 Penalty: 3813.473877
	Iteration 32Q: 3 clusters Score -223663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223672.156250 Penalty: 3813.473877
	Iteration 33Q: 3 clusters Score -223672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -223676.734375 Penalty: 3813.473877
	Iteration 34Q: 3 clusters Score -223676.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -223682.281250 Penalty: 3813.473877
	Iteration 35Q: 3 clusters Score -223682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -223689.937500 Penalty: 3813.473877
	Iteration 36Q: 3 clusters Score -223689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -223698.546875 Penalty: 3813.473877
	Iteration 37Q: 3 clusters Score -223698.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223704.359375 Penalty: 3813.473877
	Iteration 38Q: 3 clusters Score -223704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -223705.859375 Penalty: 3813.473877
	Iteration 39Q: 3 clusters Score -223705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -223709.687500 Penalty: 3813.473877
	Iteration 40F: 3 clusters Score -223709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -223712.953125 Penalty: 3813.473877
	Iteration 41Q: 3 clusters Score -223713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223716.171875 Penalty: 3813.473877
	Iteration 42Q: 3 clusters Score -223716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223718.765625 Penalty: 3813.473877
	Iteration 43Q: 3 clusters Score -223718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223721.406250 Penalty: 3813.473877
	Iteration 44Q: 3 clusters Score -223721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223722.171875 Penalty: 3813.473877
	Iteration 45Q: 3 clusters Score -223722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223723.156250 Penalty: 3813.473877
	Iteration 46Q: 3 clusters Score -223723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223723.687500 Penalty: 3813.473877
	Iteration 47Q: 3 clusters Score -223723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223724.625000 Penalty: 3813.473877
	Iteration 48Q: 3 clusters Score -223724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223725.265625 Penalty: 3813.473877
	Iteration 49Q: 3 clusters Score -223725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223725.265625 Penalty: 3813.473877
	Iteration 50F: 3 clusters Score -223725.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Entering Unmasked Estep 
Score: -2605754.250000 Penalty: 2505.145996
	Iteration 0F: 2 clusters Score -2605754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2588758.250000 Penalty: 5010.291992
	Iteration 0F: 3 clusters Score -2588758 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2594584.750000 Penalty: 5010.291992
	Iteration 1F: 3 clusters Score -2594585 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2594953.750000 Penalty: 5010.291992
	Iteration 2Q: 3 clusters Score -2594954 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2595345.250000 Penalty: 5010.291992
	Iteration 3Q: 3 clusters Score -2595345 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2595768.500000 Penalty: 5010.291992
	Iteration 4Q: 3 clusters Score -2595768 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2596255.500000 Penalty: 5010.291992
	Iteration 5Q: 3 clusters Score -2596256 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2596866.000000 Penalty: 5010.291992
	Iteration 6Q: 3 clusters Score -2596866 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2597690.500000 Penalty: 5010.291992
	Iteration 7F: 3 clusters Score -2597690 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2598710.000000 Penalty: 5010.291992
	Iteration 8F: 3 clusters Score -2598710 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2599922.500000 Penalty: 5010.291992
	Iteration 9F: 3 clusters Score -2599922 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2601069.750000 Penalty: 5010.291992
	Iteration 10F: 3 clusters Score -2601070 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2602053.750000 Penalty: 5010.291992
	Iteration 11Q: 3 clusters Score -2602054 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2602617.750000 Penalty: 5010.291992
	Iteration 12Q: 3 clusters Score -2602618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2602947.000000 Penalty: 5010.291992
	Iteration 13Q: 3 clusters Score -2602947 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2603160.750000 Penalty: 5010.291992
	Iteration 14Q: 3 clusters Score -2603161 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2603296.250000 Penalty: 5010.291992
	Iteration 15Q: 3 clusters Score -2603296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2603399.000000 Penalty: 5010.291992
	Iteration 16Q: 3 clusters Score -2603399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2603464.250000 Penalty: 5010.291992
	Iteration 17Q: 3 clusters Score -2603464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2603511.500000 Penalty: 5010.291992
	Iteration 18Q: 3 clusters Score -2603512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2603548.500000 Penalty: 5010.291992
	Iteration 19Q: 3 clusters Score -2603548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2603576.000000 Penalty: 5010.291992
	Iteration 20F: 3 clusters Score -2603576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2603587.750000 Penalty: 5010.291992
	Iteration 21Q: 3 clusters Score -2603588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2603598.500000 Penalty: 5010.291992
	Iteration 22Q: 3 clusters Score -2603598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2603610.500000 Penalty: 5010.291992
	Iteration 23Q: 3 clusters Score -2603610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2603615.250000 Penalty: 5010.291992
	Iteration 24Q: 3 clusters Score -2603615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2603617.500000 Penalty: 5010.291992
	Iteration 25Q: 3 clusters Score -2603618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2603620.000000 Penalty: 5010.291992
	Iteration 26Q: 3 clusters Score -2603620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2603620.000000 Penalty: 5010.291992
	Iteration 27F: 3 clusters Score -2603620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345949 members 
Entering Unmasked Estep 
Score: -36782508.000000 Penalty: 3163.003418
	Iteration 0F: 2 clusters Score -3.678251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -36561260.000000 Penalty: 6326.006836
	Iteration 0F: 3 clusters Score -3.656126e+07 nChanged 167681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162859 members 
Mstep: Class 2 contains 183090 members 
Entering Unmasked Estep 
Score: -36662444.000000 Penalty: 6326.006836
	Iteration 1F: 3 clusters Score -3.666244e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156353 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -36664800.000000 Penalty: 6326.006836
	Iteration 2Q: 3 clusters Score -3.66648e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 199399 members 
Entering Unmasked Estep 
Score: -36668588.000000 Penalty: 6326.006836
	Iteration 3Q: 3 clusters Score -3.666859e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132276 members 
Mstep: Class 2 contains 213673 members 
Entering Unmasked Estep 
Score: -36675180.000000 Penalty: 6326.006836
	Iteration 4Q: 3 clusters Score -3.667518e+07 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112506 members 
Mstep: Class 2 contains 233443 members 
Entering Unmasked Estep 
Score: -36686508.000000 Penalty: 6326.006836
	Iteration 5F: 3 clusters Score -3.668651e+07 nChanged 25509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 258172 members 
Entering Unmasked Estep 
Score: -36704148.000000 Penalty: 6326.006836
	Iteration 6F: 3 clusters Score -3.670415e+07 nChanged 27360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 285240 members 
Entering Unmasked Estep 
Score: -36727576.000000 Penalty: 6326.006836
	Iteration 7F: 3 clusters Score -3.672758e+07 nChanged 24332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 309516 members 
Entering Unmasked Estep 
Score: -36750472.000000 Penalty: 6326.006836
	Iteration 8F: 3 clusters Score -3.675047e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 326632 members 
Entering Unmasked Estep 
Score: -36766380.000000 Penalty: 6326.006836
	Iteration 9Q: 3 clusters Score -3.676638e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 336616 members 
Entering Unmasked Estep 
Score: -36773652.000000 Penalty: 6326.006836
	Iteration 10Q: 3 clusters Score -3.677365e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 341585 members 
Entering Unmasked Estep 
Score: -36776956.000000 Penalty: 6326.006836
	Iteration 11Q: 3 clusters Score -3.677696e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 343723 members 
Entering Unmasked Estep 
Score: -36778576.000000 Penalty: 6326.006836
	Iteration 12Q: 3 clusters Score -3.677858e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 344645 members 
Entering Unmasked Estep 
Score: -36779200.000000 Penalty: 6326.006836
	Iteration 13Q: 3 clusters Score -3.67792e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 345051 members 
Entering Unmasked Estep 
Score: -36779496.000000 Penalty: 6326.006836
	Iteration 14Q: 3 clusters Score -3.67795e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 345259 members 
Entering Unmasked Estep 
Score: -36779640.000000 Penalty: 6326.006836
	Iteration 15Q: 3 clusters Score -3.677964e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 345350 members 
Entering Unmasked Estep 
Score: -36779724.000000 Penalty: 6326.006836
	Iteration 16Q: 3 clusters Score -3.677972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 345410 members 
Entering Unmasked Estep 
Score: -36779784.000000 Penalty: 6326.006836
	Iteration 17Q: 3 clusters Score -3.677978e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 345452 members 
Entering Unmasked Estep 
Score: -36779792.000000 Penalty: 6326.006836
	Iteration 18Q: 3 clusters Score -3.677979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 345475 members 
Entering Unmasked Estep 
Score: -36779828.000000 Penalty: 6326.006836
	Iteration 19Q: 3 clusters Score -3.677983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 345491 members 
Entering Unmasked Estep 
Score: -36779868.000000 Penalty: 6326.006836
	Iteration 20F: 3 clusters Score -3.677987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 345497 members 
Entering Unmasked Estep 
Score: -36779880.000000 Penalty: 6326.006836
	Iteration 21Q: 3 clusters Score -3.677988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345505 members 
Entering Unmasked Estep 
Score: -36779876.000000 Penalty: 6326.006836
	Iteration 22Q: 3 clusters Score -3.677988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 345511 members 
Entering Unmasked Estep 
Score: -36779904.000000 Penalty: 6326.006836
	Iteration 23Q: 3 clusters Score -3.67799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 345519 members 
Entering Unmasked Estep 
Score: -36779872.000000 Penalty: 6326.006836
	Iteration 24Q: 3 clusters Score -3.677987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345521 members 
Entering Unmasked Estep 
Score: -36779880.000000 Penalty: 6326.006836
	Iteration 25Q: 3 clusters Score -3.677988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345524 members 
Entering Unmasked Estep 
Score: -36779900.000000 Penalty: 6326.006836
	Iteration 26Q: 3 clusters Score -3.67799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 345530 members 
Entering Unmasked Estep 
Score: -36779888.000000 Penalty: 6326.006836
	Iteration 27Q: 3 clusters Score -3.677989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 345536 members 
Entering Unmasked Estep 
Score: -36779912.000000 Penalty: 6326.006836
	Iteration 28Q: 3 clusters Score -3.677991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345540 members 
Entering Unmasked Estep 
Score: -36779916.000000 Penalty: 6326.006836
	Iteration 29Q: 3 clusters Score -3.677992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 345541 members 
Entering Unmasked Estep 
Score: -36779912.000000 Penalty: 6326.006836
	Iteration 30Q: 3 clusters Score -3.677991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 345542 members 
Entering Unmasked Estep 
Score: -36779928.000000 Penalty: 6326.006836
	Iteration 31Q: 3 clusters Score -3.677993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345544 members 
Entering Unmasked Estep 
Score: -36779904.000000 Penalty: 6326.006836
	Iteration 32Q: 3 clusters Score -3.67799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345544 members 
Entering Unmasked Estep 
Score: -36779908.000000 Penalty: 6326.006836
	Iteration 33Q: 3 clusters Score -3.677991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345544 members 
Entering Unmasked Estep 
Score: -36779896.000000 Penalty: 6326.006836
	Iteration 34Q: 3 clusters Score -3.67799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 345545 members 
Entering Unmasked Estep 
Score: -36779916.000000 Penalty: 6326.006836
	Iteration 35Q: 3 clusters Score -3.677992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345544 members 
Entering Unmasked Estep 
Score: -36779900.000000 Penalty: 6326.006836
	Iteration 36Q: 3 clusters Score -3.67799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345544 members 
Entering Unmasked Estep 
Score: -36779900.000000 Penalty: 6326.006836
	Iteration 37F: 3 clusters Score -3.67799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (217033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217033 members 
Entering Unmasked Estep 
Score: -23101750.000000 Penalty: 3047.375488
	Iteration 0F: 2 clusters Score -2.310175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108349 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -22959268.000000 Penalty: 6094.750977
	Iteration 0F: 3 clusters Score -2.295927e+07 nChanged 104382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -23020876.000000 Penalty: 6094.750977
	Iteration 1F: 3 clusters Score -2.302088e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -23022316.000000 Penalty: 6094.750977
	Iteration 2Q: 3 clusters Score -2.302232e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -23024244.000000 Penalty: 6094.750977
	Iteration 3Q: 3 clusters Score -2.302424e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -23026958.000000 Penalty: 6094.750977
	Iteration 4Q: 3 clusters Score -2.302696e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -23030882.000000 Penalty: 6094.750977
	Iteration 5Q: 3 clusters Score -2.303088e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99710 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -23036052.000000 Penalty: 6094.750977
	Iteration 6Q: 3 clusters Score -2.303605e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97524 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -23042506.000000 Penalty: 6094.750977
	Iteration 7F: 3 clusters Score -2.304251e+07 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 121733 members 
Entering Unmasked Estep 
Score: -23049586.000000 Penalty: 6094.750977
	Iteration 8F: 3 clusters Score -2.304959e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 123814 members 
Entering Unmasked Estep 
Score: -23056016.000000 Penalty: 6094.750977
	Iteration 9F: 3 clusters Score -2.305602e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -23061798.000000 Penalty: 6094.750977
	Iteration 10F: 3 clusters Score -2.30618e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -23066152.000000 Penalty: 6094.750977
	Iteration 11Q: 3 clusters Score -2.306615e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 129034 members 
Entering Unmasked Estep 
Score: -23068890.000000 Penalty: 6094.750977
	Iteration 12Q: 3 clusters Score -2.306889e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -23070620.000000 Penalty: 6094.750977
	Iteration 13Q: 3 clusters Score -2.307062e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 131401 members 
Entering Unmasked Estep 
Score: -23071826.000000 Penalty: 6094.750977
	Iteration 14Q: 3 clusters Score -2.307183e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 132161 members 
Entering Unmasked Estep 
Score: -23072448.000000 Penalty: 6094.750977
	Iteration 15Q: 3 clusters Score -2.307245e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 132899 members 
Entering Unmasked Estep 
Score: -23072806.000000 Penalty: 6094.750977
	Iteration 16Q: 3 clusters Score -2.307281e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 133650 members 
Entering Unmasked Estep 
Score: -23073118.000000 Penalty: 6094.750977
	Iteration 17Q: 3 clusters Score -2.307312e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -23073302.000000 Penalty: 6094.750977
	Iteration 18Q: 3 clusters Score -2.30733e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -23073502.000000 Penalty: 6094.750977
	Iteration 19Q: 3 clusters Score -2.30735e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 135916 members 
Entering Unmasked Estep 
Score: -23073610.000000 Penalty: 6094.750977
	Iteration 20F: 3 clusters Score -2.307361e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 136713 members 
Entering Unmasked Estep 
Score: -23073726.000000 Penalty: 6094.750977
	Iteration 21Q: 3 clusters Score -2.307373e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 137592 members 
Entering Unmasked Estep 
Score: -23073838.000000 Penalty: 6094.750977
	Iteration 22Q: 3 clusters Score -2.307384e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -23074032.000000 Penalty: 6094.750977
	Iteration 23Q: 3 clusters Score -2.307403e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -23074160.000000 Penalty: 6094.750977
	Iteration 24Q: 3 clusters Score -2.307416e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 140531 members 
Entering Unmasked Estep 
Score: -23074202.000000 Penalty: 6094.750977
	Iteration 25Q: 3 clusters Score -2.30742e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -23074280.000000 Penalty: 6094.750977
	Iteration 26Q: 3 clusters Score -2.307428e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 142835 members 
Entering Unmasked Estep 
Score: -23074442.000000 Penalty: 6094.750977
	Iteration 27Q: 3 clusters Score -2.307444e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -23074560.000000 Penalty: 6094.750977
	Iteration 28Q: 3 clusters Score -2.307456e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -23074798.000000 Penalty: 6094.750977
	Iteration 29Q: 3 clusters Score -2.30748e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 146996 members 
Entering Unmasked Estep 
Score: -23074968.000000 Penalty: 6094.750977
	Iteration 30Q: 3 clusters Score -2.307497e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 148625 members 
Entering Unmasked Estep 
Score: -23075312.000000 Penalty: 6094.750977
	Iteration 31Q: 3 clusters Score -2.307531e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 150428 members 
Entering Unmasked Estep 
Score: -23075702.000000 Penalty: 6094.750977
	Iteration 32Q: 3 clusters Score -2.30757e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -23075936.000000 Penalty: 6094.750977
	Iteration 33Q: 3 clusters Score -2.307594e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -23076302.000000 Penalty: 6094.750977
	Iteration 34Q: 3 clusters Score -2.30763e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
Score: -23076842.000000 Penalty: 6094.750977
	Iteration 35Q: 3 clusters Score -2.307684e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -23077524.000000 Penalty: 6094.750977
	Iteration 36Q: 3 clusters Score -2.307752e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -23078354.000000 Penalty: 6094.750977
	Iteration 37Q: 3 clusters Score -2.307835e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -23079126.000000 Penalty: 6094.750977
	Iteration 38Q: 3 clusters Score -2.307913e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -23079996.000000 Penalty: 6094.750977
	Iteration 39Q: 3 clusters Score -2.308e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 171636 members 
Entering Unmasked Estep 
Score: -23080844.000000 Penalty: 6094.750977
	Iteration 40F: 3 clusters Score -2.308084e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 175257 members 
Entering Unmasked Estep 
Score: -23081898.000000 Penalty: 6094.750977
	Iteration 41Q: 3 clusters Score -2.30819e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -23083166.000000 Penalty: 6094.750977
	Iteration 42Q: 3 clusters Score -2.308317e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 183193 members 
Entering Unmasked Estep 
Score: -23084570.000000 Penalty: 6094.750977
	Iteration 43Q: 3 clusters Score -2.308457e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 187368 members 
Entering Unmasked Estep 
Score: -23086136.000000 Penalty: 6094.750977
	Iteration 44Q: 3 clusters Score -2.308614e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 191464 members 
Entering Unmasked Estep 
Score: -23087928.000000 Penalty: 6094.750977
	Iteration 45Q: 3 clusters Score -2.308793e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -23089856.000000 Penalty: 6094.750977
	Iteration 46Q: 3 clusters Score -2.308986e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 199520 members 
Entering Unmasked Estep 
Score: -23091550.000000 Penalty: 6094.750977
	Iteration 47Q: 3 clusters Score -2.309155e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 203014 members 
Entering Unmasked Estep 
Score: -23093224.000000 Penalty: 6094.750977
	Iteration 48Q: 3 clusters Score -2.309322e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 206043 members 
Entering Unmasked Estep 
Score: -23094462.000000 Penalty: 6094.750977
	Iteration 49Q: 3 clusters Score -2.309446e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -23095588.000000 Penalty: 6094.750977
	Iteration 50Q: 3 clusters Score -2.309559e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 210521 members 
Entering Unmasked Estep 
Score: -23096522.000000 Penalty: 6094.750977
	Iteration 51Q: 3 clusters Score -2.309652e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 211959 members 
Entering Unmasked Estep 
Score: -23097174.000000 Penalty: 6094.750977
	Iteration 52Q: 3 clusters Score -2.309717e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 213051 members 
Entering Unmasked Estep 
Score: -23097718.000000 Penalty: 6094.750977
	Iteration 53Q: 3 clusters Score -2.309772e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 213842 members 
Entering Unmasked Estep 
Score: -23098132.000000 Penalty: 6094.750977
	Iteration 54Q: 3 clusters Score -2.309813e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 214409 members 
Entering Unmasked Estep 
Score: -23098404.000000 Penalty: 6094.750977
	Iteration 55Q: 3 clusters Score -2.30984e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 214802 members 
Entering Unmasked Estep 
Score: -23098656.000000 Penalty: 6094.750977
	Iteration 56Q: 3 clusters Score -2.309866e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 215069 members 
Entering Unmasked Estep 
Score: -23098758.000000 Penalty: 6094.750977
	Iteration 57Q: 3 clusters Score -2.309876e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 215252 members 
Entering Unmasked Estep 
Score: -23098868.000000 Penalty: 6094.750977
	Iteration 58Q: 3 clusters Score -2.309887e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 215366 members 
Entering Unmasked Estep 
Score: -23098926.000000 Penalty: 6094.750977
	Iteration 59Q: 3 clusters Score -2.309893e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 215460 members 
Entering Unmasked Estep 
Score: -23099012.000000 Penalty: 6094.750977
	Iteration 60F: 3 clusters Score -2.309901e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 215546 members 
Entering Unmasked Estep 
Score: -23099030.000000 Penalty: 6094.750977
	Iteration 61Q: 3 clusters Score -2.309903e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 215613 members 
Entering Unmasked Estep 
Score: -23099082.000000 Penalty: 6094.750977
	Iteration 62Q: 3 clusters Score -2.309908e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 215660 members 
Entering Unmasked Estep 
Score: -23099132.000000 Penalty: 6094.750977
	Iteration 63Q: 3 clusters Score -2.309913e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 215678 members 
Entering Unmasked Estep 
Score: -23099146.000000 Penalty: 6094.750977
	Iteration 64Q: 3 clusters Score -2.309915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 215705 members 
Entering Unmasked Estep 
Score: -23099186.000000 Penalty: 6094.750977
	Iteration 65Q: 3 clusters Score -2.309919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 215730 members 
Entering Unmasked Estep 
Score: -23099196.000000 Penalty: 6094.750977
	Iteration 66Q: 3 clusters Score -2.30992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 215751 members 
Entering Unmasked Estep 
Score: -23099222.000000 Penalty: 6094.750977
	Iteration 67Q: 3 clusters Score -2.309922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 215768 members 
Entering Unmasked Estep 
Score: -23099246.000000 Penalty: 6094.750977
	Iteration 68Q: 3 clusters Score -2.309925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 215789 members 
Entering Unmasked Estep 
Score: -23099272.000000 Penalty: 6094.750977
	Iteration 69Q: 3 clusters Score -2.309927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 215809 members 
Entering Unmasked Estep 
Score: -23099276.000000 Penalty: 6094.750977
	Iteration 70Q: 3 clusters Score -2.309928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 215819 members 
Entering Unmasked Estep 
Score: -23099276.000000 Penalty: 6094.750977
	Iteration 71Q: 3 clusters Score -2.309928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 215822 members 
Entering Unmasked Estep 
Score: -23099280.000000 Penalty: 6094.750977
	Iteration 72Q: 3 clusters Score -2.309928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 215830 members 
Entering Unmasked Estep 
Score: -23099272.000000 Penalty: 6094.750977
	Iteration 73Q: 3 clusters Score -2.309927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 215838 members 
Entering Unmasked Estep 
Score: -23099282.000000 Penalty: 6094.750977
	Iteration 74Q: 3 clusters Score -2.309928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 215847 members 
Entering Unmasked Estep 
Score: -23099282.000000 Penalty: 6094.750977
	Iteration 75Q: 3 clusters Score -2.309928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 215853 members 
Entering Unmasked Estep 
Score: -23099286.000000 Penalty: 6094.750977
	Iteration 76Q: 3 clusters Score -2.309929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 215857 members 
Entering Unmasked Estep 
Score: -23099290.000000 Penalty: 6094.750977
	Iteration 77Q: 3 clusters Score -2.309929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 215859 members 
Entering Unmasked Estep 
Score: -23099272.000000 Penalty: 6094.750977
	Iteration 78Q: 3 clusters Score -2.309927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 215858 members 
Entering Unmasked Estep 
Score: -23099286.000000 Penalty: 6094.750977
	Iteration 79Q: 3 clusters Score -2.309929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 215858 members 
Entering Unmasked Estep 
Score: -23099278.000000 Penalty: 6094.750977
	Iteration 80F: 3 clusters Score -2.309928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 215862 members 
Entering Unmasked Estep 
Score: -23099290.000000 Penalty: 6094.750977
	Iteration 81Q: 3 clusters Score -2.309929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 215863 members 
Entering Unmasked Estep 
Score: -23099280.000000 Penalty: 6094.750977
	Iteration 82Q: 3 clusters Score -2.309928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 215862 members 
Entering Unmasked Estep 
Score: -23099270.000000 Penalty: 6094.750977
	Iteration 83Q: 3 clusters Score -2.309927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 215863 members 
Entering Unmasked Estep 
Score: -23099284.000000 Penalty: 6094.750977
	Iteration 84Q: 3 clusters Score -2.309928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 215866 members 
Entering Unmasked Estep 
Score: -23099286.000000 Penalty: 6094.750977
	Iteration 85Q: 3 clusters Score -2.309929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 215868 members 
Entering Unmasked Estep 
Score: -23099278.000000 Penalty: 6094.750977
	Iteration 86Q: 3 clusters Score -2.309928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 215867 members 
Entering Unmasked Estep 
Score: -23099280.000000 Penalty: 6094.750977
	Iteration 87Q: 3 clusters Score -2.309928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 215868 members 
Entering Unmasked Estep 
Score: -23099278.000000 Penalty: 6094.750977
	Iteration 88Q: 3 clusters Score -2.309928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 215871 members 
Entering Unmasked Estep 
Score: -23099294.000000 Penalty: 6094.750977
	Iteration 89Q: 3 clusters Score -2.309929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 215878 members 
Entering Unmasked Estep 
Score: -23099300.000000 Penalty: 6094.750977
	Iteration 90Q: 3 clusters Score -2.30993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 215887 members 
Entering Unmasked Estep 
Score: -23099306.000000 Penalty: 6094.750977
	Iteration 91Q: 3 clusters Score -2.309931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 215893 members 
Entering Unmasked Estep 
Score: -23099310.000000 Penalty: 6094.750977
	Iteration 92Q: 3 clusters Score -2.309931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 215893 members 
Entering Unmasked Estep 
Score: -23099316.000000 Penalty: 6094.750977
	Iteration 93Q: 3 clusters Score -2.309932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 215896 members 
Entering Unmasked Estep 
Score: -23099322.000000 Penalty: 6094.750977
	Iteration 94Q: 3 clusters Score -2.309932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 215896 members 
Entering Unmasked Estep 
Score: -23099320.000000 Penalty: 6094.750977
	Iteration 95Q: 3 clusters Score -2.309932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 215896 members 
Entering Unmasked Estep 
Score: -23099320.000000 Penalty: 6094.750977
	Iteration 96F: 3 clusters Score -2.309932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41973.261719 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -41973.26 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42159.691406 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42159.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42241.527344 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -42241.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42279.750000 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42279.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42299.250000 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42299.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42304.656250 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42304.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42304.656250 Penalty: 3048.579346
	Iteration 6F: 3 clusters Score -42304.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -66017.492188 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -66017.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64312.632812 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -64312.63 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64578.371094 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -64578.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64668.085938 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -64668.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64717.156250 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -64717.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64777.609375 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -64777.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64820.949219 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -64820.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64835.449219 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -64835.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64843.894531 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -64843.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64843.894531 Penalty: 3249.335693
	Iteration 8F: 3 clusters Score -64843.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Entering Unmasked Estep 
Score: -3082704.000000 Penalty: 2570.109863
	Iteration 0F: 2 clusters Score -3082704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3061022.000000 Penalty: 5140.219727
	Iteration 0F: 3 clusters Score -3061022 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3069031.000000 Penalty: 5140.219727
	Iteration 1F: 3 clusters Score -3069031 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3069649.750000 Penalty: 5140.219727
	Iteration 2F: 3 clusters Score -3069650 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3070225.250000 Penalty: 5140.219727
	Iteration 3Q: 3 clusters Score -3070225 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3070917.500000 Penalty: 5140.219727
	Iteration 4Q: 3 clusters Score -3070918 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3071680.000000 Penalty: 5140.219727
	Iteration 5Q: 3 clusters Score -3071680 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3072628.500000 Penalty: 5140.219727
	Iteration 6Q: 3 clusters Score -3072628 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3073694.000000 Penalty: 5140.219727
	Iteration 7F: 3 clusters Score -3073694 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3074784.500000 Penalty: 5140.219727
	Iteration 8Q: 3 clusters Score -3074784 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3075832.000000 Penalty: 5140.219727
	Iteration 9Q: 3 clusters Score -3075832 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3076805.750000 Penalty: 5140.219727
	Iteration 10Q: 3 clusters Score -3076806 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3077586.250000 Penalty: 5140.219727
	Iteration 11Q: 3 clusters Score -3077586 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3078220.000000 Penalty: 5140.219727
	Iteration 12Q: 3 clusters Score -3078220 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3078742.500000 Penalty: 5140.219727
	Iteration 13Q: 3 clusters Score -3078742 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3079218.750000 Penalty: 5140.219727
	Iteration 14Q: 3 clusters Score -3079219 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3079553.500000 Penalty: 5140.219727
	Iteration 15Q: 3 clusters Score -3079554 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3079801.500000 Penalty: 5140.219727
	Iteration 16Q: 3 clusters Score -3079802 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3079938.000000 Penalty: 5140.219727
	Iteration 17Q: 3 clusters Score -3079938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -3080027.500000 Penalty: 5140.219727
	Iteration 18Q: 3 clusters Score -3080028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3080103.250000 Penalty: 5140.219727
	Iteration 19Q: 3 clusters Score -3080103 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -3080173.750000 Penalty: 5140.219727
	Iteration 20F: 3 clusters Score -3080174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3080239.250000 Penalty: 5140.219727
	Iteration 21Q: 3 clusters Score -3080239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3080288.000000 Penalty: 5140.219727
	Iteration 22Q: 3 clusters Score -3080288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3080340.750000 Penalty: 5140.219727
	Iteration 23Q: 3 clusters Score -3080341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3080402.500000 Penalty: 5140.219727
	Iteration 24Q: 3 clusters Score -3080402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3080437.750000 Penalty: 5140.219727
	Iteration 25Q: 3 clusters Score -3080438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3080462.250000 Penalty: 5140.219727
	Iteration 26Q: 3 clusters Score -3080462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3080470.250000 Penalty: 5140.219727
	Iteration 27Q: 3 clusters Score -3080470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3080475.500000 Penalty: 5140.219727
	Iteration 28Q: 3 clusters Score -3080476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3080481.500000 Penalty: 5140.219727
	Iteration 29Q: 3 clusters Score -3080482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3080489.500000 Penalty: 5140.219727
	Iteration 30Q: 3 clusters Score -3080490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3080499.000000 Penalty: 5140.219727
	Iteration 31Q: 3 clusters Score -3080499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -3080500.750000 Penalty: 5140.219727
	Iteration 32Q: 3 clusters Score -3080501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3080507.500000 Penalty: 5140.219727
	Iteration 33Q: 3 clusters Score -3080508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3080512.000000 Penalty: 5140.219727
	Iteration 34Q: 3 clusters Score -3080512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3080519.250000 Penalty: 5140.219727
	Iteration 35Q: 3 clusters Score -3080519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3080528.500000 Penalty: 5140.219727
	Iteration 36Q: 3 clusters Score -3080528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3080533.250000 Penalty: 5140.219727
	Iteration 37Q: 3 clusters Score -3080533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3080538.000000 Penalty: 5140.219727
	Iteration 38Q: 3 clusters Score -3080538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -3080544.500000 Penalty: 5140.219727
	Iteration 39Q: 3 clusters Score -3080544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3080547.750000 Penalty: 5140.219727
	Iteration 40F: 3 clusters Score -3080548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3080553.750000 Penalty: 5140.219727
	Iteration 41Q: 3 clusters Score -3080554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3080556.500000 Penalty: 5140.219727
	Iteration 42Q: 3 clusters Score -3080556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3080558.750000 Penalty: 5140.219727
	Iteration 43Q: 3 clusters Score -3080559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3080563.250000 Penalty: 5140.219727
	Iteration 44Q: 3 clusters Score -3080563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3080563.250000 Penalty: 5140.219727
	Iteration 45Q: 3 clusters Score -3080563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3080565.750000 Penalty: 5140.219727
	Iteration 46Q: 3 clusters Score -3080566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3080564.250000 Penalty: 5140.219727
	Iteration 47Q: 3 clusters Score -3080564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3080566.000000 Penalty: 5140.219727
	Iteration 48Q: 3 clusters Score -3080566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3080566.000000 Penalty: 5140.219727
	Iteration 49F: 3 clusters Score -3080566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (123425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Entering Unmasked Estep 
Score: -13184154.000000 Penalty: 2907.400391
	Iteration 0F: 2 clusters Score -1.318415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -13101437.000000 Penalty: 5814.800781
	Iteration 0F: 3 clusters Score -1.310144e+07 nChanged 58741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -13136152.000000 Penalty: 5814.800781
	Iteration 1F: 3 clusters Score -1.313615e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -13137891.000000 Penalty: 5814.800781
	Iteration 2Q: 3 clusters Score -1.313789e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -13140160.000000 Penalty: 5814.800781
	Iteration 3Q: 3 clusters Score -1.314016e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -13143742.000000 Penalty: 5814.800781
	Iteration 4F: 3 clusters Score -1.314374e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -13148958.000000 Penalty: 5814.800781
	Iteration 5F: 3 clusters Score -1.314896e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -13155795.000000 Penalty: 5814.800781
	Iteration 6F: 3 clusters Score -1.31558e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -13162262.000000 Penalty: 5814.800781
	Iteration 7F: 3 clusters Score -1.316226e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -13165688.000000 Penalty: 5814.800781
	Iteration 8F: 3 clusters Score -1.316569e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13167054.000000 Penalty: 5814.800781
	Iteration 9Q: 3 clusters Score -1.316705e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -13167621.000000 Penalty: 5814.800781
	Iteration 10Q: 3 clusters Score -1.316762e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -13167823.000000 Penalty: 5814.800781
	Iteration 11Q: 3 clusters Score -1.316782e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -13167983.000000 Penalty: 5814.800781
	Iteration 12Q: 3 clusters Score -1.316798e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -13168130.000000 Penalty: 5814.800781
	Iteration 13Q: 3 clusters Score -1.316813e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -13168155.000000 Penalty: 5814.800781
	Iteration 14Q: 3 clusters Score -1.316816e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -13168337.000000 Penalty: 5814.800781
	Iteration 15Q: 3 clusters Score -1.316834e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -13168443.000000 Penalty: 5814.800781
	Iteration 16Q: 3 clusters Score -1.316844e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -13168513.000000 Penalty: 5814.800781
	Iteration 17Q: 3 clusters Score -1.316851e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -13168641.000000 Penalty: 5814.800781
	Iteration 18Q: 3 clusters Score -1.316864e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -13168775.000000 Penalty: 5814.800781
	Iteration 19Q: 3 clusters Score -1.316878e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -13168893.000000 Penalty: 5814.800781
	Iteration 20F: 3 clusters Score -1.316889e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -13169010.000000 Penalty: 5814.800781
	Iteration 21Q: 3 clusters Score -1.316901e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -13169078.000000 Penalty: 5814.800781
	Iteration 22Q: 3 clusters Score -1.316908e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -13169180.000000 Penalty: 5814.800781
	Iteration 23Q: 3 clusters Score -1.316918e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -13169288.000000 Penalty: 5814.800781
	Iteration 24Q: 3 clusters Score -1.316929e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -13169478.000000 Penalty: 5814.800781
	Iteration 25Q: 3 clusters Score -1.316948e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -13169622.000000 Penalty: 5814.800781
	Iteration 26Q: 3 clusters Score -1.316962e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -13169770.000000 Penalty: 5814.800781
	Iteration 27Q: 3 clusters Score -1.316977e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -13169921.000000 Penalty: 5814.800781
	Iteration 28Q: 3 clusters Score -1.316992e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -13170089.000000 Penalty: 5814.800781
	Iteration 29Q: 3 clusters Score -1.317009e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -13170296.000000 Penalty: 5814.800781
	Iteration 30Q: 3 clusters Score -1.31703e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -13170546.000000 Penalty: 5814.800781
	Iteration 31Q: 3 clusters Score -1.317055e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -13170773.000000 Penalty: 5814.800781
	Iteration 32Q: 3 clusters Score -1.317077e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -13171084.000000 Penalty: 5814.800781
	Iteration 33Q: 3 clusters Score -1.317108e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -13171372.000000 Penalty: 5814.800781
	Iteration 34Q: 3 clusters Score -1.317137e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -13171667.000000 Penalty: 5814.800781
	Iteration 35Q: 3 clusters Score -1.317167e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -13172033.000000 Penalty: 5814.800781
	Iteration 36Q: 3 clusters Score -1.317203e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -13172327.000000 Penalty: 5814.800781
	Iteration 37Q: 3 clusters Score -1.317233e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -13172751.000000 Penalty: 5814.800781
	Iteration 38Q: 3 clusters Score -1.317275e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -13173011.000000 Penalty: 5814.800781
	Iteration 39Q: 3 clusters Score -1.317301e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -13173375.000000 Penalty: 5814.800781
	Iteration 40F: 3 clusters Score -1.317338e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -13173638.000000 Penalty: 5814.800781
	Iteration 41Q: 3 clusters Score -1.317364e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -13173959.000000 Penalty: 5814.800781
	Iteration 42Q: 3 clusters Score -1.317396e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -13174293.000000 Penalty: 5814.800781
	Iteration 43Q: 3 clusters Score -1.317429e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -13174529.000000 Penalty: 5814.800781
	Iteration 44Q: 3 clusters Score -1.317453e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -13174849.000000 Penalty: 5814.800781
	Iteration 45Q: 3 clusters Score -1.317485e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -13175193.000000 Penalty: 5814.800781
	Iteration 46Q: 3 clusters Score -1.317519e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -13175496.000000 Penalty: 5814.800781
	Iteration 47Q: 3 clusters Score -1.31755e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -13175827.000000 Penalty: 5814.800781
	Iteration 48Q: 3 clusters Score -1.317583e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -13176287.000000 Penalty: 5814.800781
	Iteration 49Q: 3 clusters Score -1.317629e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -13176774.000000 Penalty: 5814.800781
	Iteration 50Q: 3 clusters Score -1.317677e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -13177183.000000 Penalty: 5814.800781
	Iteration 51Q: 3 clusters Score -1.317718e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -13177544.000000 Penalty: 5814.800781
	Iteration 52Q: 3 clusters Score -1.317754e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -13177755.000000 Penalty: 5814.800781
	Iteration 53Q: 3 clusters Score -1.317776e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -13177982.000000 Penalty: 5814.800781
	Iteration 54Q: 3 clusters Score -1.317798e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -13178091.000000 Penalty: 5814.800781
	Iteration 55Q: 3 clusters Score -1.317809e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -13178074.000000 Penalty: 5814.800781
	Iteration 56Q: 3 clusters Score -1.317807e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -13178098.000000 Penalty: 5814.800781
	Iteration 57Q: 3 clusters Score -1.31781e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -13178116.000000 Penalty: 5814.800781
	Iteration 58Q: 3 clusters Score -1.317812e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -13178094.000000 Penalty: 5814.800781
	Iteration 59Q: 3 clusters Score -1.317809e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -13178313.000000 Penalty: 5814.800781
	Iteration 60F: 3 clusters Score -1.317831e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -13178486.000000 Penalty: 5814.800781
	Iteration 61Q: 3 clusters Score -1.317849e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -13178498.000000 Penalty: 5814.800781
	Iteration 62Q: 3 clusters Score -1.31785e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -13178589.000000 Penalty: 5814.800781
	Iteration 63Q: 3 clusters Score -1.317859e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -13178616.000000 Penalty: 5814.800781
	Iteration 64Q: 3 clusters Score -1.317862e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -13178604.000000 Penalty: 5814.800781
	Iteration 65Q: 3 clusters Score -1.31786e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -13178606.000000 Penalty: 5814.800781
	Iteration 66Q: 3 clusters Score -1.317861e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -13178624.000000 Penalty: 5814.800781
	Iteration 67Q: 3 clusters Score -1.317862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -13178627.000000 Penalty: 5814.800781
	Iteration 68Q: 3 clusters Score -1.317863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -13178642.000000 Penalty: 5814.800781
	Iteration 69Q: 3 clusters Score -1.317864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -13178647.000000 Penalty: 5814.800781
	Iteration 70Q: 3 clusters Score -1.317865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -13178642.000000 Penalty: 5814.800781
	Iteration 71Q: 3 clusters Score -1.317864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -13178628.000000 Penalty: 5814.800781
	Iteration 72Q: 3 clusters Score -1.317863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -13178631.000000 Penalty: 5814.800781
	Iteration 73Q: 3 clusters Score -1.317863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -13178628.000000 Penalty: 5814.800781
	Iteration 74Q: 3 clusters Score -1.317863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -13178615.000000 Penalty: 5814.800781
	Iteration 75Q: 3 clusters Score -1.317862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -13178597.000000 Penalty: 5814.800781
	Iteration 76Q: 3 clusters Score -1.31786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -13178595.000000 Penalty: 5814.800781
	Iteration 77Q: 3 clusters Score -1.31786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -13178588.000000 Penalty: 5814.800781
	Iteration 78Q: 3 clusters Score -1.317859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -13178583.000000 Penalty: 5814.800781
	Iteration 79Q: 3 clusters Score -1.317858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -13178594.000000 Penalty: 5814.800781
	Iteration 80F: 3 clusters Score -1.317859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -13178592.000000 Penalty: 5814.800781
	Iteration 81Q: 3 clusters Score -1.317859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -13178592.000000 Penalty: 5814.800781
	Iteration 82Q: 3 clusters Score -1.317859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -13178587.000000 Penalty: 5814.800781
	Iteration 83Q: 3 clusters Score -1.317859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -13178584.000000 Penalty: 5814.800781
	Iteration 84Q: 3 clusters Score -1.317858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -13178587.000000 Penalty: 5814.800781
	Iteration 85Q: 3 clusters Score -1.317859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -13178586.000000 Penalty: 5814.800781
	Iteration 86Q: 3 clusters Score -1.317859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -13178595.000000 Penalty: 5814.800781
	Iteration 87Q: 3 clusters Score -1.31786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -13178594.000000 Penalty: 5814.800781
	Iteration 88Q: 3 clusters Score -1.317859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -13178576.000000 Penalty: 5814.800781
	Iteration 89Q: 3 clusters Score -1.317858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -13178579.000000 Penalty: 5814.800781
	Iteration 90Q: 3 clusters Score -1.317858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -13178575.000000 Penalty: 5814.800781
	Iteration 91Q: 3 clusters Score -1.317858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -13178583.000000 Penalty: 5814.800781
	Iteration 92Q: 3 clusters Score -1.317858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -13178576.000000 Penalty: 5814.800781
	Iteration 93Q: 3 clusters Score -1.317858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -13178579.000000 Penalty: 5814.800781
	Iteration 94Q: 3 clusters Score -1.317858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -13178564.000000 Penalty: 5814.800781
	Iteration 95Q: 3 clusters Score -1.317856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -13178569.000000 Penalty: 5814.800781
	Iteration 96Q: 3 clusters Score -1.317857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -13178564.000000 Penalty: 5814.800781
	Iteration 97Q: 3 clusters Score -1.317856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -13178565.000000 Penalty: 5814.800781
	Iteration 98Q: 3 clusters Score -1.317856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -13178556.000000 Penalty: 5814.800781
	Iteration 99Q: 3 clusters Score -1.317856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -13178548.000000 Penalty: 5814.800781
	Iteration 100F: 3 clusters Score -1.317855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -13178562.000000 Penalty: 5814.800781
	Iteration 101Q: 3 clusters Score -1.317856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -13178575.000000 Penalty: 5814.800781
	Iteration 102Q: 3 clusters Score -1.317858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -13178570.000000 Penalty: 5814.800781
	Iteration 103Q: 3 clusters Score -1.317857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -13178576.000000 Penalty: 5814.800781
	Iteration 104Q: 3 clusters Score -1.317858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -13178564.000000 Penalty: 5814.800781
	Iteration 105Q: 3 clusters Score -1.317856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -13178553.000000 Penalty: 5814.800781
	Iteration 106Q: 3 clusters Score -1.317855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -13178553.000000 Penalty: 5814.800781
	Iteration 107F: 3 clusters Score -1.317855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -111969.335938 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -111969.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -109946.554688 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -109946.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110331.078125 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -110331.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110529.390625 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -110529.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -110640.460938 Penalty: 3505.390625
	Iteration 3F: 3 clusters Score -110640.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -110702.007812 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -110702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -110744.609375 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -110744.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -110818.320312 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -110818.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110891.703125 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -110891.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -110927.406250 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -110927.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -110962.164062 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -110962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -110973.968750 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -110974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110982.929688 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -110982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -110993.578125 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -110993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110998.875000 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -110998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -111002.648438 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -111002.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -111002.648438 Penalty: 3505.390625
	Iteration 15F: 3 clusters Score -111002.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -262434.125000 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -262434.1 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 1345 members 
Entering Unmasked Estep 
Score: -259401.375000 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -259401.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -260050.125000 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -260050.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -260297.593750 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -260297.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -260493.406250 Penalty: 3906.812744
	Iteration 3F: 3 clusters Score -260493.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -260656.796875 Penalty: 3906.812744
	Iteration 4F: 3 clusters Score -260656.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -260802.875000 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -260802.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -260916.578125 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -260916.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -261026.062500 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -261026.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -261120.750000 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -261120.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -261211.375000 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -261211.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -261272.984375 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -261273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -261306.328125 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -261306.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -261328.421875 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -261328.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -261343.078125 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -261343.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -261352.406250 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -261352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -261359.843750 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -261359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -261364.718750 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -261364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -261369.953125 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -261370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -261373.843750 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -261373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -261377.203125 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -261377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -261379.609375 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -261379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -261380.453125 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -261380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -261380.968750 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -261381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -261381.531250 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -261381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -261381.531250 Penalty: 3906.812744
	Iteration 24F: 3 clusters Score -261381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Entering Unmasked Estep 
Score: -8792831.000000 Penalty: 2816.992676
	Iteration 0F: 2 clusters Score -8792831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8735528.000000 Penalty: 5633.985352
	Iteration 0F: 3 clusters Score -8735528 nChanged 40179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -8758188.000000 Penalty: 5633.985352
	Iteration 1F: 3 clusters Score -8758188 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -8758866.000000 Penalty: 5633.985352
	Iteration 2Q: 3 clusters Score -8758866 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -8759778.000000 Penalty: 5633.985352
	Iteration 3Q: 3 clusters Score -8759778 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -8761156.000000 Penalty: 5633.985352
	Iteration 4Q: 3 clusters Score -8761156 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -8763863.000000 Penalty: 5633.985352
	Iteration 5F: 3 clusters Score -8763863 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -8768550.000000 Penalty: 5633.985352
	Iteration 6F: 3 clusters Score -8768550 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -8775825.000000 Penalty: 5633.985352
	Iteration 7F: 3 clusters Score -8775825 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -8783202.000000 Penalty: 5633.985352
	Iteration 8F: 3 clusters Score -8783202 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8787895.000000 Penalty: 5633.985352
	Iteration 9F: 3 clusters Score -8787895 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8789616.000000 Penalty: 5633.985352
	Iteration 10Q: 3 clusters Score -8789616 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8790070.000000 Penalty: 5633.985352
	Iteration 11Q: 3 clusters Score -8790070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8790192.000000 Penalty: 5633.985352
	Iteration 12Q: 3 clusters Score -8790192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8790249.000000 Penalty: 5633.985352
	Iteration 13Q: 3 clusters Score -8790249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8790284.000000 Penalty: 5633.985352
	Iteration 14Q: 3 clusters Score -8790284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8790301.000000 Penalty: 5633.985352
	Iteration 15Q: 3 clusters Score -8790301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8790318.000000 Penalty: 5633.985352
	Iteration 16Q: 3 clusters Score -8790318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8790327.000000 Penalty: 5633.985352
	Iteration 17Q: 3 clusters Score -8790327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8790327.000000 Penalty: 5633.985352
	Iteration 18F: 3 clusters Score -8790327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34783.730469 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -34783.73 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: -33320.578125 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -33320.58 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33560.769531 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -33560.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33670.582031 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -33670.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33709.773438 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -33709.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33746.765625 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -33746.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33754.550781 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -33754.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33770.371094 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -33770.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33789.328125 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -33789.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33815.839844 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -33815.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33832.050781 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -33832.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33843.613281 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -33843.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33850.292969 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -33850.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33850.292969 Penalty: 2997.145996
	Iteration 12F: 3 clusters Score -33850.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -303197.812500 Penalty: 2019.736328
	Iteration 0F: 2 clusters Score -303197.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -299650.562500 Penalty: 4039.472656
	Iteration 0F: 3 clusters Score -299650.6 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -300425.968750 Penalty: 4039.472656
	Iteration 1F: 3 clusters Score -300426 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -300574.593750 Penalty: 4039.472656
	Iteration 2F: 3 clusters Score -300574.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -300680.875000 Penalty: 4039.472656
	Iteration 3Q: 3 clusters Score -300680.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -300753.812500 Penalty: 4039.472656
	Iteration 4Q: 3 clusters Score -300753.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -300793.125000 Penalty: 4039.472656
	Iteration 5Q: 3 clusters Score -300793.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -300831.718750 Penalty: 4039.472656
	Iteration 6Q: 3 clusters Score -300831.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -300865.718750 Penalty: 4039.472656
	Iteration 7Q: 3 clusters Score -300865.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -300892.218750 Penalty: 4039.472656
	Iteration 8Q: 3 clusters Score -300892.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -300917.687500 Penalty: 4039.472656
	Iteration 9Q: 3 clusters Score -300917.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -300939.343750 Penalty: 4039.472656
	Iteration 10Q: 3 clusters Score -300939.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -300953.687500 Penalty: 4039.472656
	Iteration 11Q: 3 clusters Score -300953.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -300979.062500 Penalty: 4039.472656
	Iteration 12Q: 3 clusters Score -300979.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -301009.218750 Penalty: 4039.472656
	Iteration 13Q: 3 clusters Score -301009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -301026.093750 Penalty: 4039.472656
	Iteration 14Q: 3 clusters Score -301026.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -301046.687500 Penalty: 4039.472656
	Iteration 15Q: 3 clusters Score -301046.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -301076.656250 Penalty: 4039.472656
	Iteration 16Q: 3 clusters Score -301076.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -301104.687500 Penalty: 4039.472656
	Iteration 17Q: 3 clusters Score -301104.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -301127.343750 Penalty: 4039.472656
	Iteration 18Q: 3 clusters Score -301127.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -301143.093750 Penalty: 4039.472656
	Iteration 19Q: 3 clusters Score -301143.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -301160.562500 Penalty: 4039.472656
	Iteration 20F: 3 clusters Score -301160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -301175.500000 Penalty: 4039.472656
	Iteration 21Q: 3 clusters Score -301175.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -301189.750000 Penalty: 4039.472656
	Iteration 22Q: 3 clusters Score -301189.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -301205.437500 Penalty: 4039.472656
	Iteration 23Q: 3 clusters Score -301205.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -301222.437500 Penalty: 4039.472656
	Iteration 24Q: 3 clusters Score -301222.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -301236.625000 Penalty: 4039.472656
	Iteration 25Q: 3 clusters Score -301236.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -301248.125000 Penalty: 4039.472656
	Iteration 26Q: 3 clusters Score -301248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -301257.687500 Penalty: 4039.472656
	Iteration 27Q: 3 clusters Score -301257.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -301274.187500 Penalty: 4039.472656
	Iteration 28Q: 3 clusters Score -301274.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -301298.250000 Penalty: 4039.472656
	Iteration 29Q: 3 clusters Score -301298.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -301319.406250 Penalty: 4039.472656
	Iteration 30Q: 3 clusters Score -301319.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -301342.218750 Penalty: 4039.472656
	Iteration 31Q: 3 clusters Score -301342.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -301363.593750 Penalty: 4039.472656
	Iteration 32Q: 3 clusters Score -301363.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -301381.250000 Penalty: 4039.472656
	Iteration 33Q: 3 clusters Score -301381.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -301401.343750 Penalty: 4039.472656
	Iteration 34Q: 3 clusters Score -301401.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -301422.468750 Penalty: 4039.472656
	Iteration 35Q: 3 clusters Score -301422.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -301448.593750 Penalty: 4039.472656
	Iteration 36Q: 3 clusters Score -301448.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -301480.281250 Penalty: 4039.472656
	Iteration 37Q: 3 clusters Score -301480.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -301515.000000 Penalty: 4039.472656
	Iteration 38Q: 3 clusters Score -301515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -301549.875000 Penalty: 4039.472656
	Iteration 39Q: 3 clusters Score -301549.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -301575.593750 Penalty: 4039.472656
	Iteration 40F: 3 clusters Score -301575.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -301610.093750 Penalty: 4039.472656
	Iteration 41Q: 3 clusters Score -301610.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -301633.406250 Penalty: 4039.472656
	Iteration 42Q: 3 clusters Score -301633.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -301649.593750 Penalty: 4039.472656
	Iteration 43Q: 3 clusters Score -301649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -301667.093750 Penalty: 4039.472656
	Iteration 44Q: 3 clusters Score -301667.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -301685.687500 Penalty: 4039.472656
	Iteration 45Q: 3 clusters Score -301685.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -301705.250000 Penalty: 4039.472656
	Iteration 46Q: 3 clusters Score -301705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -301722.031250 Penalty: 4039.472656
	Iteration 47Q: 3 clusters Score -301722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -301736.687500 Penalty: 4039.472656
	Iteration 48Q: 3 clusters Score -301736.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -301752.031250 Penalty: 4039.472656
	Iteration 49Q: 3 clusters Score -301752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -301763.031250 Penalty: 4039.472656
	Iteration 50Q: 3 clusters Score -301763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -301771.125000 Penalty: 4039.472656
	Iteration 51Q: 3 clusters Score -301771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -301775.937500 Penalty: 4039.472656
	Iteration 52Q: 3 clusters Score -301775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -301778.406250 Penalty: 4039.472656
	Iteration 53Q: 3 clusters Score -301778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -301779.656250 Penalty: 4039.472656
	Iteration 54Q: 3 clusters Score -301779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -301780.781250 Penalty: 4039.472656
	Iteration 55Q: 3 clusters Score -301780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -301781.718750 Penalty: 4039.472656
	Iteration 56Q: 3 clusters Score -301781.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -301785.812500 Penalty: 4039.472656
	Iteration 57Q: 3 clusters Score -301785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -301785.812500 Penalty: 4039.472656
	Iteration 58F: 3 clusters Score -301785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 343 members 
Entering Unmasked Estep 
Score: -53162.078125 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53162.08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53362.273438 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53362.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53472.472656 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53472.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53531.523438 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -53531.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53572.988281 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53572.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53599.304688 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53616.210938 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53616.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53629.652344 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -53629.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53641.136719 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -53641.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53658.273438 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -53658.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53668.597656 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -53668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53669.386719 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -53669.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53669.386719 Penalty: 3215.621338
	Iteration 12F: 3 clusters Score -53669.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 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 406 members 
Entering Unmasked Estep 
Score: -71535.335938 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71535.34 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71807.585938 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71807.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71907.453125 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -71907.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71938.453125 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -71938.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71959.328125 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -71959.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71987.140625 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -71987.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72013.570312 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72013.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72023.117188 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72023.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72023.851562 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72023.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72023.851562 Penalty: 3319.273682
	Iteration 9F: 3 clusters Score -72023.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (327300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327300 members 
Entering Unmasked Estep 
Score: -34691192.000000 Penalty: 3149.260742
	Iteration 0F: 2 clusters Score -3.469119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -34474184.000000 Penalty: 6298.521484
	Iteration 0F: 3 clusters Score -3.447418e+07 nChanged 158903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Mstep: Class 2 contains 164025 members 
Entering Unmasked Estep 
Score: -34568856.000000 Penalty: 6298.521484
	Iteration 1F: 3 clusters Score -3.456886e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163282 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -34569736.000000 Penalty: 6298.521484
	Iteration 2Q: 3 clusters Score -3.456974e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -34570728.000000 Penalty: 6298.521484
	Iteration 3Q: 3 clusters Score -3.457073e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 163878 members 
Entering Unmasked Estep 
Score: -34571744.000000 Penalty: 6298.521484
	Iteration 4Q: 3 clusters Score -3.457174e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -34573344.000000 Penalty: 6298.521484
	Iteration 5Q: 3 clusters Score -3.457334e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 163313 members 
Entering Unmasked Estep 
Score: -34575832.000000 Penalty: 6298.521484
	Iteration 6Q: 3 clusters Score -3.457583e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164484 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -34579748.000000 Penalty: 6298.521484
	Iteration 7Q: 3 clusters Score -3.457975e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165037 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -34586284.000000 Penalty: 6298.521484
	Iteration 8Q: 3 clusters Score -3.458628e+07 nChanged 17352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165773 members 
Mstep: Class 2 contains 161527 members 
Entering Unmasked Estep 
Score: -34597908.000000 Penalty: 6298.521484
	Iteration 9F: 3 clusters Score -3.459791e+07 nChanged 21643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 160264 members 
Entering Unmasked Estep 
Score: -34617112.000000 Penalty: 6298.521484
	Iteration 10F: 3 clusters Score -3.461711e+07 nChanged 24350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169142 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -34638100.000000 Penalty: 6298.521484
	Iteration 11F: 3 clusters Score -3.46381e+07 nChanged 20630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 156052 members 
Entering Unmasked Estep 
Score: -34650448.000000 Penalty: 6298.521484
	Iteration 12F: 3 clusters Score -3.465045e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -34655764.000000 Penalty: 6298.521484
	Iteration 13Q: 3 clusters Score -3.465576e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 151566 members 
Entering Unmasked Estep 
Score: -34658968.000000 Penalty: 6298.521484
	Iteration 14Q: 3 clusters Score -3.465897e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178460 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -34662396.000000 Penalty: 6298.521484
	Iteration 15Q: 3 clusters Score -3.46624e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181753 members 
Mstep: Class 2 contains 145547 members 
Entering Unmasked Estep 
Score: -34665804.000000 Penalty: 6298.521484
	Iteration 16Q: 3 clusters Score -3.46658e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185497 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -34669264.000000 Penalty: 6298.521484
	Iteration 17Q: 3 clusters Score -3.466926e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -34672876.000000 Penalty: 6298.521484
	Iteration 18Q: 3 clusters Score -3.467288e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 134113 members 
Entering Unmasked Estep 
Score: -34675976.000000 Penalty: 6298.521484
	Iteration 19Q: 3 clusters Score -3.467598e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196749 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -34678376.000000 Penalty: 6298.521484
	Iteration 20F: 3 clusters Score -3.467838e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199870 members 
Mstep: Class 2 contains 127430 members 
Entering Unmasked Estep 
Score: -34680124.000000 Penalty: 6298.521484
	Iteration 21Q: 3 clusters Score -3.468012e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202720 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -34681152.000000 Penalty: 6298.521484
	Iteration 22Q: 3 clusters Score -3.468115e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -34682108.000000 Penalty: 6298.521484
	Iteration 23Q: 3 clusters Score -3.468211e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208144 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -34682916.000000 Penalty: 6298.521484
	Iteration 24Q: 3 clusters Score -3.468292e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210768 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -34683360.000000 Penalty: 6298.521484
	Iteration 25Q: 3 clusters Score -3.468336e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213279 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -34683656.000000 Penalty: 6298.521484
	Iteration 26Q: 3 clusters Score -3.468366e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215785 members 
Mstep: Class 2 contains 111515 members 
Entering Unmasked Estep 
Score: -34683904.000000 Penalty: 6298.521484
	Iteration 27Q: 3 clusters Score -3.46839e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218250 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -34684084.000000 Penalty: 6298.521484
	Iteration 28Q: 3 clusters Score -3.468408e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220677 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -34684328.000000 Penalty: 6298.521484
	Iteration 29Q: 3 clusters Score -3.468433e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223003 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -34684568.000000 Penalty: 6298.521484
	Iteration 30Q: 3 clusters Score -3.468457e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225235 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -34684760.000000 Penalty: 6298.521484
	Iteration 31Q: 3 clusters Score -3.468476e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227312 members 
Mstep: Class 2 contains 99988 members 
Entering Unmasked Estep 
Score: -34684968.000000 Penalty: 6298.521484
	Iteration 32Q: 3 clusters Score -3.468497e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229334 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -34685084.000000 Penalty: 6298.521484
	Iteration 33Q: 3 clusters Score -3.468508e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231246 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -34685104.000000 Penalty: 6298.521484
	Iteration 34Q: 3 clusters Score -3.46851e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233092 members 
Mstep: Class 2 contains 94208 members 
Entering Unmasked Estep 
Score: -34685112.000000 Penalty: 6298.521484
	Iteration 35Q: 3 clusters Score -3.468511e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -34685208.000000 Penalty: 6298.521484
	Iteration 36Q: 3 clusters Score -3.468521e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236594 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -34685368.000000 Penalty: 6298.521484
	Iteration 37Q: 3 clusters Score -3.468537e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238208 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -34685612.000000 Penalty: 6298.521484
	Iteration 38Q: 3 clusters Score -3.468561e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239855 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -34685752.000000 Penalty: 6298.521484
	Iteration 39Q: 3 clusters Score -3.468575e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241485 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -34685952.000000 Penalty: 6298.521484
	Iteration 40F: 3 clusters Score -3.468595e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243103 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -34686156.000000 Penalty: 6298.521484
	Iteration 41Q: 3 clusters Score -3.468616e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244692 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -34686220.000000 Penalty: 6298.521484
	Iteration 42Q: 3 clusters Score -3.468622e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246297 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -34686620.000000 Penalty: 6298.521484
	Iteration 43Q: 3 clusters Score -3.468662e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247790 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -34686736.000000 Penalty: 6298.521484
	Iteration 44Q: 3 clusters Score -3.468674e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249226 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -34686880.000000 Penalty: 6298.521484
	Iteration 45Q: 3 clusters Score -3.468688e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250559 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -34687080.000000 Penalty: 6298.521484
	Iteration 46Q: 3 clusters Score -3.468708e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251858 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -34687264.000000 Penalty: 6298.521484
	Iteration 47Q: 3 clusters Score -3.468726e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253131 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -34687328.000000 Penalty: 6298.521484
	Iteration 48Q: 3 clusters Score -3.468733e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254376 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -34687484.000000 Penalty: 6298.521484
	Iteration 49Q: 3 clusters Score -3.468748e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255594 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -34687684.000000 Penalty: 6298.521484
	Iteration 50Q: 3 clusters Score -3.468768e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256812 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -34687736.000000 Penalty: 6298.521484
	Iteration 51Q: 3 clusters Score -3.468774e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257967 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -34687892.000000 Penalty: 6298.521484
	Iteration 52Q: 3 clusters Score -3.468789e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259125 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -34687888.000000 Penalty: 6298.521484
	Iteration 53Q: 3 clusters Score -3.468789e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260236 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -34687936.000000 Penalty: 6298.521484
	Iteration 54Q: 3 clusters Score -3.468794e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261294 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -34688052.000000 Penalty: 6298.521484
	Iteration 55Q: 3 clusters Score -3.468805e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262353 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -34688028.000000 Penalty: 6298.521484
	Iteration 56Q: 3 clusters Score -3.468803e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263425 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -34688044.000000 Penalty: 6298.521484
	Iteration 57Q: 3 clusters Score -3.468804e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264472 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -34688216.000000 Penalty: 6298.521484
	Iteration 58Q: 3 clusters Score -3.468822e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265423 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -34688288.000000 Penalty: 6298.521484
	Iteration 59Q: 3 clusters Score -3.468829e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266353 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -34688380.000000 Penalty: 6298.521484
	Iteration 60F: 3 clusters Score -3.468838e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267274 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -34688540.000000 Penalty: 6298.521484
	Iteration 61Q: 3 clusters Score -3.468854e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268169 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -34688608.000000 Penalty: 6298.521484
	Iteration 62Q: 3 clusters Score -3.468861e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269048 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -34688676.000000 Penalty: 6298.521484
	Iteration 63Q: 3 clusters Score -3.468868e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269854 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -34688660.000000 Penalty: 6298.521484
	Iteration 64Q: 3 clusters Score -3.468866e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270641 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -34688716.000000 Penalty: 6298.521484
	Iteration 65Q: 3 clusters Score -3.468872e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271423 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -34688784.000000 Penalty: 6298.521484
	Iteration 66Q: 3 clusters Score -3.468878e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272146 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -34688700.000000 Penalty: 6298.521484
	Iteration 67Q: 3 clusters Score -3.46887e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272826 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -34688756.000000 Penalty: 6298.521484
	Iteration 68Q: 3 clusters Score -3.468876e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273515 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -34688840.000000 Penalty: 6298.521484
	Iteration 69Q: 3 clusters Score -3.468884e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274225 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -34688940.000000 Penalty: 6298.521484
	Iteration 70Q: 3 clusters Score -3.468894e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274927 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -34688916.000000 Penalty: 6298.521484
	Iteration 71Q: 3 clusters Score -3.468892e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275643 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -34688852.000000 Penalty: 6298.521484
	Iteration 72Q: 3 clusters Score -3.468885e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276332 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -34688944.000000 Penalty: 6298.521484
	Iteration 73Q: 3 clusters Score -3.468894e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277028 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -34688912.000000 Penalty: 6298.521484
	Iteration 74Q: 3 clusters Score -3.468891e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277721 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -34688952.000000 Penalty: 6298.521484
	Iteration 75Q: 3 clusters Score -3.468895e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278384 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -34689012.000000 Penalty: 6298.521484
	Iteration 76Q: 3 clusters Score -3.468901e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279013 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -34689036.000000 Penalty: 6298.521484
	Iteration 77Q: 3 clusters Score -3.468904e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279640 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -34689072.000000 Penalty: 6298.521484
	Iteration 78Q: 3 clusters Score -3.468907e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280252 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -34689076.000000 Penalty: 6298.521484
	Iteration 79Q: 3 clusters Score -3.468908e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280855 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -34689028.000000 Penalty: 6298.521484
	Iteration 80F: 3 clusters Score -3.468903e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281444 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -34689052.000000 Penalty: 6298.521484
	Iteration 81Q: 3 clusters Score -3.468905e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282026 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -34689032.000000 Penalty: 6298.521484
	Iteration 82Q: 3 clusters Score -3.468903e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282564 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -34689036.000000 Penalty: 6298.521484
	Iteration 83Q: 3 clusters Score -3.468904e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283075 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -34689052.000000 Penalty: 6298.521484
	Iteration 84Q: 3 clusters Score -3.468905e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283585 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -34689124.000000 Penalty: 6298.521484
	Iteration 85Q: 3 clusters Score -3.468912e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284100 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -34689128.000000 Penalty: 6298.521484
	Iteration 86Q: 3 clusters Score -3.468913e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284598 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -34689104.000000 Penalty: 6298.521484
	Iteration 87Q: 3 clusters Score -3.46891e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285074 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -34689100.000000 Penalty: 6298.521484
	Iteration 88Q: 3 clusters Score -3.46891e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285511 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -34689112.000000 Penalty: 6298.521484
	Iteration 89Q: 3 clusters Score -3.468911e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285926 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -34689132.000000 Penalty: 6298.521484
	Iteration 90Q: 3 clusters Score -3.468913e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286330 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -34689148.000000 Penalty: 6298.521484
	Iteration 91Q: 3 clusters Score -3.468915e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286719 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -34689176.000000 Penalty: 6298.521484
	Iteration 92Q: 3 clusters Score -3.468918e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287094 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -34689184.000000 Penalty: 6298.521484
	Iteration 93Q: 3 clusters Score -3.468918e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287455 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -34689152.000000 Penalty: 6298.521484
	Iteration 94Q: 3 clusters Score -3.468915e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287786 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -34689140.000000 Penalty: 6298.521484
	Iteration 95Q: 3 clusters Score -3.468914e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288102 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -34689148.000000 Penalty: 6298.521484
	Iteration 96Q: 3 clusters Score -3.468915e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288374 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -34689128.000000 Penalty: 6298.521484
	Iteration 97Q: 3 clusters Score -3.468913e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288643 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -34689136.000000 Penalty: 6298.521484
	Iteration 98Q: 3 clusters Score -3.468914e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288892 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -34689156.000000 Penalty: 6298.521484
	Iteration 99Q: 3 clusters Score -3.468916e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289138 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -34689164.000000 Penalty: 6298.521484
	Iteration 100F: 3 clusters Score -3.468916e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289368 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -34689180.000000 Penalty: 6298.521484
	Iteration 101Q: 3 clusters Score -3.468918e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289594 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -34689112.000000 Penalty: 6298.521484
	Iteration 102Q: 3 clusters Score -3.468911e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289813 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -34689108.000000 Penalty: 6298.521484
	Iteration 103Q: 3 clusters Score -3.468911e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290000 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -34689092.000000 Penalty: 6298.521484
	Iteration 104Q: 3 clusters Score -3.468909e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290166 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -34689052.000000 Penalty: 6298.521484
	Iteration 105Q: 3 clusters Score -3.468905e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290329 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -34689076.000000 Penalty: 6298.521484
	Iteration 106Q: 3 clusters Score -3.468908e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290480 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -34689188.000000 Penalty: 6298.521484
	Iteration 107Q: 3 clusters Score -3.468919e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290606 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -34689156.000000 Penalty: 6298.521484
	Iteration 108Q: 3 clusters Score -3.468916e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290741 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -34689120.000000 Penalty: 6298.521484
	Iteration 109Q: 3 clusters Score -3.468912e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290879 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -34689156.000000 Penalty: 6298.521484
	Iteration 110Q: 3 clusters Score -3.468916e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291028 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -34689112.000000 Penalty: 6298.521484
	Iteration 111Q: 3 clusters Score -3.468911e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291185 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -34689176.000000 Penalty: 6298.521484
	Iteration 112Q: 3 clusters Score -3.468918e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291372 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -34689240.000000 Penalty: 6298.521484
	Iteration 113Q: 3 clusters Score -3.468924e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291569 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -34689240.000000 Penalty: 6298.521484
	Iteration 114Q: 3 clusters Score -3.468924e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291763 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -34689312.000000 Penalty: 6298.521484
	Iteration 115Q: 3 clusters Score -3.468931e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291981 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -34689332.000000 Penalty: 6298.521484
	Iteration 116Q: 3 clusters Score -3.468933e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292209 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -34689288.000000 Penalty: 6298.521484
	Iteration 117Q: 3 clusters Score -3.468929e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292430 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -34689272.000000 Penalty: 6298.521484
	Iteration 118Q: 3 clusters Score -3.468927e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292632 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -34689356.000000 Penalty: 6298.521484
	Iteration 119Q: 3 clusters Score -3.468936e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292819 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -34689412.000000 Penalty: 6298.521484
	Iteration 120F: 3 clusters Score -3.468941e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293015 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -34689368.000000 Penalty: 6298.521484
	Iteration 121Q: 3 clusters Score -3.468937e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293197 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -34689380.000000 Penalty: 6298.521484
	Iteration 122Q: 3 clusters Score -3.468938e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293387 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -34689404.000000 Penalty: 6298.521484
	Iteration 123Q: 3 clusters Score -3.46894e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293568 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -34689424.000000 Penalty: 6298.521484
	Iteration 124Q: 3 clusters Score -3.468942e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293736 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -34689416.000000 Penalty: 6298.521484
	Iteration 125Q: 3 clusters Score -3.468942e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293894 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -34689420.000000 Penalty: 6298.521484
	Iteration 126Q: 3 clusters Score -3.468942e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294032 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -34689392.000000 Penalty: 6298.521484
	Iteration 127Q: 3 clusters Score -3.468939e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294155 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -34689392.000000 Penalty: 6298.521484
	Iteration 128Q: 3 clusters Score -3.468939e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294258 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -34689376.000000 Penalty: 6298.521484
	Iteration 129Q: 3 clusters Score -3.468938e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294361 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -34689384.000000 Penalty: 6298.521484
	Iteration 130Q: 3 clusters Score -3.468938e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294448 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -34689380.000000 Penalty: 6298.521484
	Iteration 131Q: 3 clusters Score -3.468938e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294535 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -34689360.000000 Penalty: 6298.521484
	Iteration 132Q: 3 clusters Score -3.468936e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294632 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -34689408.000000 Penalty: 6298.521484
	Iteration 133Q: 3 clusters Score -3.468941e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294716 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -34689456.000000 Penalty: 6298.521484
	Iteration 134Q: 3 clusters Score -3.468946e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294811 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -34689460.000000 Penalty: 6298.521484
	Iteration 135Q: 3 clusters Score -3.468946e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294894 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -34689428.000000 Penalty: 6298.521484
	Iteration 136Q: 3 clusters Score -3.468943e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294970 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -34689472.000000 Penalty: 6298.521484
	Iteration 137Q: 3 clusters Score -3.468947e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295036 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -34689448.000000 Penalty: 6298.521484
	Iteration 138Q: 3 clusters Score -3.468945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295115 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -34689448.000000 Penalty: 6298.521484
	Iteration 139Q: 3 clusters Score -3.468945e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295209 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -34689452.000000 Penalty: 6298.521484
	Iteration 140F: 3 clusters Score -3.468945e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295310 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -34689392.000000 Penalty: 6298.521484
	Iteration 141Q: 3 clusters Score -3.468939e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295417 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -34689404.000000 Penalty: 6298.521484
	Iteration 142Q: 3 clusters Score -3.46894e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295531 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -34689380.000000 Penalty: 6298.521484
	Iteration 143Q: 3 clusters Score -3.468938e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295635 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -34689412.000000 Penalty: 6298.521484
	Iteration 144Q: 3 clusters Score -3.468941e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295739 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -34689432.000000 Penalty: 6298.521484
	Iteration 145Q: 3 clusters Score -3.468943e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295841 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -34689408.000000 Penalty: 6298.521484
	Iteration 146Q: 3 clusters Score -3.468941e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295952 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -34689416.000000 Penalty: 6298.521484
	Iteration 147Q: 3 clusters Score -3.468942e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296052 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -34689424.000000 Penalty: 6298.521484
	Iteration 148Q: 3 clusters Score -3.468942e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296148 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -34689400.000000 Penalty: 6298.521484
	Iteration 149Q: 3 clusters Score -3.46894e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296243 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -34689420.000000 Penalty: 6298.521484
	Iteration 150Q: 3 clusters Score -3.468942e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296349 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -34689472.000000 Penalty: 6298.521484
	Iteration 151Q: 3 clusters Score -3.468947e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296450 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -34689460.000000 Penalty: 6298.521484
	Iteration 152Q: 3 clusters Score -3.468946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296539 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -34689460.000000 Penalty: 6298.521484
	Iteration 153Q: 3 clusters Score -3.468946e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296622 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -34689476.000000 Penalty: 6298.521484
	Iteration 154Q: 3 clusters Score -3.468948e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296708 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -34689456.000000 Penalty: 6298.521484
	Iteration 155Q: 3 clusters Score -3.468946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296797 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -34689464.000000 Penalty: 6298.521484
	Iteration 156Q: 3 clusters Score -3.468946e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296873 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -34689480.000000 Penalty: 6298.521484
	Iteration 157Q: 3 clusters Score -3.468948e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296942 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -34689488.000000 Penalty: 6298.521484
	Iteration 158Q: 3 clusters Score -3.468949e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297014 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 159Q: 3 clusters Score -3.468953e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297089 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -34689488.000000 Penalty: 6298.521484
	Iteration 160F: 3 clusters Score -3.468949e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297169 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -34689520.000000 Penalty: 6298.521484
	Iteration 161Q: 3 clusters Score -3.468952e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297237 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -34689500.000000 Penalty: 6298.521484
	Iteration 162Q: 3 clusters Score -3.46895e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297321 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -34689480.000000 Penalty: 6298.521484
	Iteration 163Q: 3 clusters Score -3.468948e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297415 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -34689524.000000 Penalty: 6298.521484
	Iteration 164Q: 3 clusters Score -3.468952e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297516 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -34689560.000000 Penalty: 6298.521484
	Iteration 165Q: 3 clusters Score -3.468956e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297607 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 166Q: 3 clusters Score -3.468953e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297715 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 167Q: 3 clusters Score -3.468953e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297869 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 168Q: 3 clusters Score -3.468954e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298021 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -34689520.000000 Penalty: 6298.521484
	Iteration 169Q: 3 clusters Score -3.468952e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298171 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 170Q: 3 clusters Score -3.468952e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298315 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 171Q: 3 clusters Score -3.468953e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298461 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -34689496.000000 Penalty: 6298.521484
	Iteration 172Q: 3 clusters Score -3.46895e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298594 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -34689472.000000 Penalty: 6298.521484
	Iteration 173Q: 3 clusters Score -3.468947e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298746 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 174Q: 3 clusters Score -3.468952e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298893 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 175Q: 3 clusters Score -3.468954e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299020 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -34689560.000000 Penalty: 6298.521484
	Iteration 176Q: 3 clusters Score -3.468956e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299153 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 177Q: 3 clusters Score -3.468953e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299295 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 178Q: 3 clusters Score -3.468956e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299457 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -34689524.000000 Penalty: 6298.521484
	Iteration 179Q: 3 clusters Score -3.468952e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299596 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -34689524.000000 Penalty: 6298.521484
	Iteration 180F: 3 clusters Score -3.468952e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299714 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -34689492.000000 Penalty: 6298.521484
	Iteration 181Q: 3 clusters Score -3.468949e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299822 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 182Q: 3 clusters Score -3.468952e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299911 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 183Q: 3 clusters Score -3.468952e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300004 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 184Q: 3 clusters Score -3.468953e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300099 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 185Q: 3 clusters Score -3.468953e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300195 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -34689484.000000 Penalty: 6298.521484
	Iteration 186Q: 3 clusters Score -3.468948e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300284 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -34689500.000000 Penalty: 6298.521484
	Iteration 187Q: 3 clusters Score -3.46895e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300370 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 188Q: 3 clusters Score -3.468953e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300458 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -34689492.000000 Penalty: 6298.521484
	Iteration 189Q: 3 clusters Score -3.468949e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300537 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -34689512.000000 Penalty: 6298.521484
	Iteration 190Q: 3 clusters Score -3.468951e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300623 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -34689448.000000 Penalty: 6298.521484
	Iteration 191Q: 3 clusters Score -3.468945e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300716 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -34689440.000000 Penalty: 6298.521484
	Iteration 192Q: 3 clusters Score -3.468944e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300802 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -34689480.000000 Penalty: 6298.521484
	Iteration 193Q: 3 clusters Score -3.468948e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300872 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -34689468.000000 Penalty: 6298.521484
	Iteration 194Q: 3 clusters Score -3.468947e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300937 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -34689424.000000 Penalty: 6298.521484
	Iteration 195Q: 3 clusters Score -3.468942e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301001 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -34689416.000000 Penalty: 6298.521484
	Iteration 196Q: 3 clusters Score -3.468942e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301063 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -34689396.000000 Penalty: 6298.521484
	Iteration 197Q: 3 clusters Score -3.46894e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301138 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -34689388.000000 Penalty: 6298.521484
	Iteration 198Q: 3 clusters Score -3.468939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301194 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -34689392.000000 Penalty: 6298.521484
	Iteration 199Q: 3 clusters Score -3.468939e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301244 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -34689400.000000 Penalty: 6298.521484
	Iteration 200F: 3 clusters Score -3.46894e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301299 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -34689432.000000 Penalty: 6298.521484
	Iteration 201Q: 3 clusters Score -3.468943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301352 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -34689408.000000 Penalty: 6298.521484
	Iteration 202Q: 3 clusters Score -3.468941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301409 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -34689400.000000 Penalty: 6298.521484
	Iteration 203Q: 3 clusters Score -3.46894e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301467 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -34689392.000000 Penalty: 6298.521484
	Iteration 204Q: 3 clusters Score -3.468939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301523 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -34689356.000000 Penalty: 6298.521484
	Iteration 205Q: 3 clusters Score -3.468936e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301586 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -34689404.000000 Penalty: 6298.521484
	Iteration 206Q: 3 clusters Score -3.46894e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301665 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -34689412.000000 Penalty: 6298.521484
	Iteration 207Q: 3 clusters Score -3.468941e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301733 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -34689436.000000 Penalty: 6298.521484
	Iteration 208Q: 3 clusters Score -3.468944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301795 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -34689444.000000 Penalty: 6298.521484
	Iteration 209Q: 3 clusters Score -3.468944e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301859 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -34689456.000000 Penalty: 6298.521484
	Iteration 210Q: 3 clusters Score -3.468946e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301926 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -34689468.000000 Penalty: 6298.521484
	Iteration 211Q: 3 clusters Score -3.468947e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301988 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -34689452.000000 Penalty: 6298.521484
	Iteration 212Q: 3 clusters Score -3.468945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302049 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -34689452.000000 Penalty: 6298.521484
	Iteration 213Q: 3 clusters Score -3.468945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302100 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -34689492.000000 Penalty: 6298.521484
	Iteration 214Q: 3 clusters Score -3.468949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302139 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -34689472.000000 Penalty: 6298.521484
	Iteration 215Q: 3 clusters Score -3.468947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302178 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -34689484.000000 Penalty: 6298.521484
	Iteration 216Q: 3 clusters Score -3.468948e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302222 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -34689492.000000 Penalty: 6298.521484
	Iteration 217Q: 3 clusters Score -3.468949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302267 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -34689468.000000 Penalty: 6298.521484
	Iteration 218Q: 3 clusters Score -3.468947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302308 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -34689484.000000 Penalty: 6298.521484
	Iteration 219Q: 3 clusters Score -3.468948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302339 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -34689520.000000 Penalty: 6298.521484
	Iteration 220F: 3 clusters Score -3.468952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302366 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -34689512.000000 Penalty: 6298.521484
	Iteration 221Q: 3 clusters Score -3.468951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302387 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 222Q: 3 clusters Score -3.468953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302402 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 223Q: 3 clusters Score -3.468953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302424 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -34689500.000000 Penalty: 6298.521484
	Iteration 224Q: 3 clusters Score -3.46895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302445 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -34689496.000000 Penalty: 6298.521484
	Iteration 225Q: 3 clusters Score -3.46895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302463 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -34689520.000000 Penalty: 6298.521484
	Iteration 226Q: 3 clusters Score -3.468952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302486 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -34689504.000000 Penalty: 6298.521484
	Iteration 227Q: 3 clusters Score -3.46895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302507 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 228Q: 3 clusters Score -3.468952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302530 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -34689488.000000 Penalty: 6298.521484
	Iteration 229Q: 3 clusters Score -3.468949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302558 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 230Q: 3 clusters Score -3.468952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302588 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -34689496.000000 Penalty: 6298.521484
	Iteration 231Q: 3 clusters Score -3.46895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302624 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -34689524.000000 Penalty: 6298.521484
	Iteration 232Q: 3 clusters Score -3.468952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302662 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -34689536.000000 Penalty: 6298.521484
	Iteration 233Q: 3 clusters Score -3.468954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302697 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -34689508.000000 Penalty: 6298.521484
	Iteration 234Q: 3 clusters Score -3.468951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302729 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -34689524.000000 Penalty: 6298.521484
	Iteration 235Q: 3 clusters Score -3.468952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302755 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 236Q: 3 clusters Score -3.468952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302779 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -34689504.000000 Penalty: 6298.521484
	Iteration 237Q: 3 clusters Score -3.46895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302794 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 238Q: 3 clusters Score -3.468953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302813 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -34689504.000000 Penalty: 6298.521484
	Iteration 239Q: 3 clusters Score -3.46895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302839 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 240F: 3 clusters Score -3.468954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302857 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 241Q: 3 clusters Score -3.468954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302870 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 242Q: 3 clusters Score -3.468956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302881 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -34689536.000000 Penalty: 6298.521484
	Iteration 243Q: 3 clusters Score -3.468954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302893 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -34689552.000000 Penalty: 6298.521484
	Iteration 244Q: 3 clusters Score -3.468955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302901 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 245Q: 3 clusters Score -3.468955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302909 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -34689568.000000 Penalty: 6298.521484
	Iteration 246Q: 3 clusters Score -3.468957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302918 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -34689564.000000 Penalty: 6298.521484
	Iteration 247Q: 3 clusters Score -3.468956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302932 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -34689560.000000 Penalty: 6298.521484
	Iteration 248Q: 3 clusters Score -3.468956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302945 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -34689568.000000 Penalty: 6298.521484
	Iteration 249Q: 3 clusters Score -3.468957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302960 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 250Q: 3 clusters Score -3.468956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302972 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -34689544.000000 Penalty: 6298.521484
	Iteration 251Q: 3 clusters Score -3.468954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302982 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -34689552.000000 Penalty: 6298.521484
	Iteration 252Q: 3 clusters Score -3.468955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302988 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 253Q: 3 clusters Score -3.468956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302996 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 254Q: 3 clusters Score -3.468955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303008 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 255Q: 3 clusters Score -3.468955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303016 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 256Q: 3 clusters Score -3.468956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303023 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -34689564.000000 Penalty: 6298.521484
	Iteration 257Q: 3 clusters Score -3.468956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303034 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -34689564.000000 Penalty: 6298.521484
	Iteration 258Q: 3 clusters Score -3.468956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303046 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 259Q: 3 clusters Score -3.468955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303058 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 260F: 3 clusters Score -3.468953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303067 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 261Q: 3 clusters Score -3.468955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303079 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -34689552.000000 Penalty: 6298.521484
	Iteration 262Q: 3 clusters Score -3.468955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303093 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 263Q: 3 clusters Score -3.468956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303107 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 264Q: 3 clusters Score -3.468955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303118 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 265Q: 3 clusters Score -3.468955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303131 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -34689536.000000 Penalty: 6298.521484
	Iteration 266Q: 3 clusters Score -3.468954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303143 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 267Q: 3 clusters Score -3.468953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303154 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -34689556.000000 Penalty: 6298.521484
	Iteration 268Q: 3 clusters Score -3.468956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303166 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -34689564.000000 Penalty: 6298.521484
	Iteration 269Q: 3 clusters Score -3.468956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303180 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -34689552.000000 Penalty: 6298.521484
	Iteration 270Q: 3 clusters Score -3.468955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303201 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -34689580.000000 Penalty: 6298.521484
	Iteration 271Q: 3 clusters Score -3.468958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303219 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -34689580.000000 Penalty: 6298.521484
	Iteration 272Q: 3 clusters Score -3.468958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303237 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -34689592.000000 Penalty: 6298.521484
	Iteration 273Q: 3 clusters Score -3.468959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303261 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -34689572.000000 Penalty: 6298.521484
	Iteration 274Q: 3 clusters Score -3.468957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303284 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -34689512.000000 Penalty: 6298.521484
	Iteration 275Q: 3 clusters Score -3.468951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303306 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 276Q: 3 clusters Score -3.468952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303324 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -34689500.000000 Penalty: 6298.521484
	Iteration 277Q: 3 clusters Score -3.46895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303338 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 278Q: 3 clusters Score -3.468952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303348 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -34689544.000000 Penalty: 6298.521484
	Iteration 279Q: 3 clusters Score -3.468954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303358 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 280F: 3 clusters Score -3.468953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303364 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 281Q: 3 clusters Score -3.468954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303367 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -34689536.000000 Penalty: 6298.521484
	Iteration 282Q: 3 clusters Score -3.468954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303376 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -34689560.000000 Penalty: 6298.521484
	Iteration 283Q: 3 clusters Score -3.468956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303387 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -34689560.000000 Penalty: 6298.521484
	Iteration 284Q: 3 clusters Score -3.468956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303400 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -34689524.000000 Penalty: 6298.521484
	Iteration 285Q: 3 clusters Score -3.468952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303417 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 286Q: 3 clusters Score -3.468953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303427 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 287Q: 3 clusters Score -3.468953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303441 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 288Q: 3 clusters Score -3.468954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303450 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 289Q: 3 clusters Score -3.468952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303459 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 290Q: 3 clusters Score -3.468954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303468 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -34689512.000000 Penalty: 6298.521484
	Iteration 291Q: 3 clusters Score -3.468951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303480 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -34689516.000000 Penalty: 6298.521484
	Iteration 292Q: 3 clusters Score -3.468952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303490 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 293Q: 3 clusters Score -3.468955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303496 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -34689528.000000 Penalty: 6298.521484
	Iteration 294Q: 3 clusters Score -3.468953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303503 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 295Q: 3 clusters Score -3.468955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303509 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -34689520.000000 Penalty: 6298.521484
	Iteration 296Q: 3 clusters Score -3.468952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303514 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -34689504.000000 Penalty: 6298.521484
	Iteration 297Q: 3 clusters Score -3.46895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303519 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -34689512.000000 Penalty: 6298.521484
	Iteration 298Q: 3 clusters Score -3.468951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303523 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -34689508.000000 Penalty: 6298.521484
	Iteration 299Q: 3 clusters Score -3.468951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303527 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -34689512.000000 Penalty: 6298.521484
	Iteration 300F: 3 clusters Score -3.468951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303534 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 301Q: 3 clusters Score -3.468954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303539 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 302Q: 3 clusters Score -3.468955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303543 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -34689532.000000 Penalty: 6298.521484
	Iteration 303Q: 3 clusters Score -3.468953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303546 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -34689540.000000 Penalty: 6298.521484
	Iteration 304Q: 3 clusters Score -3.468954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303547 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -34689548.000000 Penalty: 6298.521484
	Iteration 305Q: 3 clusters Score -3.468955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303548 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -34689552.000000 Penalty: 6298.521484
	Iteration 306Q: 3 clusters Score -3.468955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303548 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -34689552.000000 Penalty: 6298.521484
	Iteration 307F: 3 clusters Score -3.468955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 265239 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 27309 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 24377 members 
Mstep: Class 7 contains 345949 members 
Mstep: Class 8 contains 217033 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31677 members 
Mstep: Class 12 contains 123425 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 85720 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 327300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367680.000000 Penalty: 70616.835938
Iteration 319Q: 21 clusters Score -1.583677e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 264812 members 
Mstep: Class 3 contains 5981 members 
Mstep: Class 4 contains 27284 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 24863 members 
Mstep: Class 7 contains 346131 members 
Mstep: Class 8 contains 216845 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31671 members 
Mstep: Class 12 contains 124218 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 85518 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 326752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367456.000000 Penalty: 70616.835938
Iteration 320F: 21 clusters Score -1.583675e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 264394 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 27269 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 25395 members 
Mstep: Class 7 contains 346238 members 
Mstep: Class 8 contains 216677 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31664 members 
Mstep: Class 12 contains 125020 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 85334 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 326160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368208.000000 Penalty: 70616.835938
Iteration 321Q: 21 clusters Score -1.583682e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 263990 members 
Mstep: Class 3 contains 5904 members 
Mstep: Class 4 contains 27258 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 25970 members 
Mstep: Class 7 contains 346321 members 
Mstep: Class 8 contains 216501 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31652 members 
Mstep: Class 12 contains 125794 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 85153 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 325560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368784.000000 Penalty: 70616.835938
Iteration 322Q: 21 clusters Score -1.583688e+08 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 263529 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 27240 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 26533 members 
Mstep: Class 7 contains 346399 members 
Mstep: Class 8 contains 216351 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31644 members 
Mstep: Class 12 contains 126530 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 85004 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 325072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368944.000000 Penalty: 70616.835938
Iteration 323Q: 21 clusters Score -1.583689e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 263063 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 27221 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 27147 members 
Mstep: Class 7 contains 346317 members 
Mstep: Class 8 contains 216235 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31639 members 
Mstep: Class 12 contains 127240 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 84829 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369792.000000 Penalty: 70616.835938
Iteration 324Q: 21 clusters Score -1.583698e+08 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 262627 members 
Mstep: Class 3 contains 5769 members 
Mstep: Class 4 contains 27189 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 27735 members 
Mstep: Class 7 contains 346258 members 
Mstep: Class 8 contains 216090 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31633 members 
Mstep: Class 12 contains 127902 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 84667 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3442 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370240.000000 Penalty: 70616.835938
Iteration 325Q: 21 clusters Score -1.583702e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 262183 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 28305 members 
Mstep: Class 7 contains 346221 members 
Mstep: Class 8 contains 215948 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31638 members 
Mstep: Class 12 contains 128516 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 84525 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3442 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370688.000000 Penalty: 70616.835938
Iteration 326Q: 21 clusters Score -1.583707e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 261752 members 
Mstep: Class 3 contains 5686 members 
Mstep: Class 4 contains 27137 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 28851 members 
Mstep: Class 7 contains 346076 members 
Mstep: Class 8 contains 215797 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 129137 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 84403 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370816.000000 Penalty: 70616.835938
Iteration 327Q: 21 clusters Score -1.583708e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 261357 members 
Mstep: Class 3 contains 5649 members 
Mstep: Class 4 contains 27114 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 29421 members 
Mstep: Class 7 contains 345943 members 
Mstep: Class 8 contains 215617 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31629 members 
Mstep: Class 12 contains 129719 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 84254 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371248.000000 Penalty: 70616.835938
Iteration 328Q: 21 clusters Score -1.583712e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 260919 members 
Mstep: Class 3 contains 5621 members 
Mstep: Class 4 contains 27088 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 29984 members 
Mstep: Class 7 contains 345925 members 
Mstep: Class 8 contains 215425 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31630 members 
Mstep: Class 12 contains 130269 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 84093 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371584.000000 Penalty: 70616.835938
Iteration 329Q: 21 clusters Score -1.583716e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 260470 members 
Mstep: Class 3 contains 5584 members 
Mstep: Class 4 contains 27054 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 30506 members 
Mstep: Class 7 contains 345932 members 
Mstep: Class 8 contains 215256 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31618 members 
Mstep: Class 12 contains 130778 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 83942 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 70616.835938
Iteration 330Q: 21 clusters Score -1.583716e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 260022 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 27027 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 31068 members 
Mstep: Class 7 contains 345955 members 
Mstep: Class 8 contains 215109 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31611 members 
Mstep: Class 12 contains 131226 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 83788 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 70616.835938
Iteration 331Q: 21 clusters Score -1.583719e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 259558 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 27003 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 31584 members 
Mstep: Class 7 contains 345951 members 
Mstep: Class 8 contains 214982 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31604 members 
Mstep: Class 12 contains 131659 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 83654 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 70616.835938
Iteration 332Q: 21 clusters Score -1.583719e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 259122 members 
Mstep: Class 3 contains 5470 members 
Mstep: Class 4 contains 26984 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 32099 members 
Mstep: Class 7 contains 345985 members 
Mstep: Class 8 contains 214847 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31596 members 
Mstep: Class 12 contains 132047 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 83506 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372256.000000 Penalty: 70616.835938
Iteration 333Q: 21 clusters Score -1.583723e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 258715 members 
Mstep: Class 3 contains 5446 members 
Mstep: Class 4 contains 26967 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 32581 members 
Mstep: Class 7 contains 345891 members 
Mstep: Class 8 contains 214709 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31586 members 
Mstep: Class 12 contains 132443 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 83391 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372544.000000 Penalty: 70616.835938
Iteration 334Q: 21 clusters Score -1.583725e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 258316 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 26942 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 33081 members 
Mstep: Class 7 contains 345853 members 
Mstep: Class 8 contains 214572 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31581 members 
Mstep: Class 12 contains 132788 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 83264 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372416.000000 Penalty: 70616.835938
Iteration 335Q: 21 clusters Score -1.583724e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 257892 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 26934 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 33570 members 
Mstep: Class 7 contains 345817 members 
Mstep: Class 8 contains 214393 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 133119 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 83146 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372432.000000 Penalty: 70616.835938
Iteration 336Q: 21 clusters Score -1.583724e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 257417 members 
Mstep: Class 3 contains 5360 members 
Mstep: Class 4 contains 26912 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 34054 members 
Mstep: Class 7 contains 345806 members 
Mstep: Class 8 contains 214192 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31594 members 
Mstep: Class 12 contains 133436 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 83033 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372320.000000 Penalty: 70616.835938
Iteration 337Q: 21 clusters Score -1.583723e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 256932 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 26884 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 34542 members 
Mstep: Class 7 contains 345829 members 
Mstep: Class 8 contains 214025 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31581 members 
Mstep: Class 12 contains 133740 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 82935 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372544.000000 Penalty: 70616.835938
Iteration 338Q: 21 clusters Score -1.583725e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 256437 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 26866 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 35021 members 
Mstep: Class 7 contains 345853 members 
Mstep: Class 8 contains 213874 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31583 members 
Mstep: Class 12 contains 134037 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 82838 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372560.000000 Penalty: 70616.835938
Iteration 339Q: 21 clusters Score -1.583726e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 255931 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 26855 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 35484 members 
Mstep: Class 7 contains 345887 members 
Mstep: Class 8 contains 213735 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31579 members 
Mstep: Class 12 contains 134297 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 82727 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372464.000000 Penalty: 70616.835938
Iteration 340F: 21 clusters Score -1.583725e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 255411 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 26830 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 35954 members 
Mstep: Class 7 contains 345968 members 
Mstep: Class 8 contains 213596 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 134512 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 2763 members 
Mstep: Class 15 contains 82621 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372256.000000 Penalty: 70616.835938
Iteration 341Q: 21 clusters Score -1.583723e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 254924 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 26805 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 36405 members 
Mstep: Class 7 contains 346007 members 
Mstep: Class 8 contains 213491 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31570 members 
Mstep: Class 12 contains 134697 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 2775 members 
Mstep: Class 15 contains 82528 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373168.000000 Penalty: 70616.835938
Iteration 342Q: 21 clusters Score -1.583732e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 254416 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 26788 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 36882 members 
Mstep: Class 7 contains 346057 members 
Mstep: Class 8 contains 213396 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31563 members 
Mstep: Class 12 contains 134858 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 82423 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373824.000000 Penalty: 70616.835938
Iteration 343Q: 21 clusters Score -1.583738e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 253895 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 26766 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37375 members 
Mstep: Class 7 contains 346107 members 
Mstep: Class 8 contains 213317 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31566 members 
Mstep: Class 12 contains 135010 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 82326 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373888.000000 Penalty: 70616.835938
Iteration 344Q: 21 clusters Score -1.583739e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 253356 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 26754 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37864 members 
Mstep: Class 7 contains 346179 members 
Mstep: Class 8 contains 213234 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31577 members 
Mstep: Class 12 contains 135163 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 82209 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374000.000000 Penalty: 70616.835938
Iteration 345Q: 21 clusters Score -1.58374e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 252793 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 26740 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 38351 members 
Mstep: Class 7 contains 346252 members 
Mstep: Class 8 contains 213159 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 135316 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 82095 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374240.000000 Penalty: 70616.835938
Iteration 346Q: 21 clusters Score -1.583742e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 252257 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 26732 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 38859 members 
Mstep: Class 7 contains 346371 members 
Mstep: Class 8 contains 213090 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31583 members 
Mstep: Class 12 contains 135418 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 81988 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374784.000000 Penalty: 70616.835938
Iteration 347Q: 21 clusters Score -1.583748e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 251730 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 26715 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 39345 members 
Mstep: Class 7 contains 346528 members 
Mstep: Class 8 contains 212991 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31574 members 
Mstep: Class 12 contains 135503 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 81902 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375248.000000 Penalty: 70616.835938
Iteration 348Q: 21 clusters Score -1.583752e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 251237 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 26687 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 39832 members 
Mstep: Class 7 contains 346633 members 
Mstep: Class 8 contains 212866 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31571 members 
Mstep: Class 12 contains 135615 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 81825 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375440.000000 Penalty: 70616.835938
Iteration 349Q: 21 clusters Score -1.583754e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 250762 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 26660 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 7 contains 346674 members 
Mstep: Class 8 contains 212723 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31579 members 
Mstep: Class 12 contains 135701 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 81731 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375440.000000 Penalty: 70616.835938
Iteration 350Q: 21 clusters Score -1.583754e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 250312 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 26639 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 40824 members 
Mstep: Class 7 contains 346680 members 
Mstep: Class 8 contains 212599 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31581 members 
Mstep: Class 12 contains 135764 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 81651 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375552.000000 Penalty: 70616.835938
Iteration 351Q: 21 clusters Score -1.583756e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 249872 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 26628 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 41294 members 
Mstep: Class 7 contains 346685 members 
Mstep: Class 8 contains 212471 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31572 members 
Mstep: Class 12 contains 135807 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 81571 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375808.000000 Penalty: 70616.835938
Iteration 352Q: 21 clusters Score -1.583758e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 249445 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 4 contains 26610 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 41768 members 
Mstep: Class 7 contains 346689 members 
Mstep: Class 8 contains 212412 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31577 members 
Mstep: Class 12 contains 135842 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 81514 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376064.000000 Penalty: 70616.835938
Iteration 353Q: 21 clusters Score -1.583761e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 249021 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 42236 members 
Mstep: Class 7 contains 346737 members 
Mstep: Class 8 contains 212337 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 135870 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2803 members 
Mstep: Class 15 contains 81465 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375456.000000 Penalty: 70616.835938
Iteration 354Q: 21 clusters Score -1.583755e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 248640 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 26577 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 42718 members 
Mstep: Class 7 contains 346762 members 
Mstep: Class 8 contains 212258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31595 members 
Mstep: Class 12 contains 135891 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 81408 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375808.000000 Penalty: 70616.835938
Iteration 355Q: 21 clusters Score -1.583758e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 248271 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 26556 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 43164 members 
Mstep: Class 7 contains 346785 members 
Mstep: Class 8 contains 212225 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31596 members 
Mstep: Class 12 contains 135898 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2806 members 
Mstep: Class 15 contains 81323 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375952.000000 Penalty: 70616.835938
Iteration 356Q: 21 clusters Score -1.58376e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 247880 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 26535 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 43640 members 
Mstep: Class 7 contains 346850 members 
Mstep: Class 8 contains 212211 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31600 members 
Mstep: Class 12 contains 135904 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2805 members 
Mstep: Class 15 contains 81243 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376000.000000 Penalty: 70616.835938
Iteration 357Q: 21 clusters Score -1.58376e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 247478 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 44093 members 
Mstep: Class 7 contains 346991 members 
Mstep: Class 8 contains 212168 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31596 members 
Mstep: Class 12 contains 135899 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2809 members 
Mstep: Class 15 contains 81164 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375760.000000 Penalty: 70616.835938
Iteration 358Q: 21 clusters Score -1.583758e+08 nChanged 2268
Entering ConstructFrom: 
Score: -158375760.000000 Penalty: 70616.835938
Entering ConstructFrom: 
Trying to split cluster 1 (56179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Entering Unmasked Estep 
Score: -6025145.500000 Penalty: 2712.201904
	Iteration 0F: 2 clusters Score -6025146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -5987386.500000 Penalty: 5424.403809
	Iteration 0F: 3 clusters Score -5987386 nChanged 26052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6001975.500000 Penalty: 5424.403809
	Iteration 1F: 3 clusters Score -6001976 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6002661.000000 Penalty: 5424.403809
	Iteration 2Q: 3 clusters Score -6002661 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6003468.000000 Penalty: 5424.403809
	Iteration 3Q: 3 clusters Score -6003468 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -6004469.000000 Penalty: 5424.403809
	Iteration 4Q: 3 clusters Score -6004469 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6005624.500000 Penalty: 5424.403809
	Iteration 5Q: 3 clusters Score -6005624 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6007048.000000 Penalty: 5424.403809
	Iteration 6Q: 3 clusters Score -6007048 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6008818.500000 Penalty: 5424.403809
	Iteration 7F: 3 clusters Score -6008818 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -6010840.500000 Penalty: 5424.403809
	Iteration 8F: 3 clusters Score -6010840 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6012735.000000 Penalty: 5424.403809
	Iteration 9F: 3 clusters Score -6012735 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -6014275.000000 Penalty: 5424.403809
	Iteration 10F: 3 clusters Score -6014275 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6015312.000000 Penalty: 5424.403809
	Iteration 11Q: 3 clusters Score -6015312 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6015854.000000 Penalty: 5424.403809
	Iteration 12Q: 3 clusters Score -6015854 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -6016124.500000 Penalty: 5424.403809
	Iteration 13Q: 3 clusters Score -6016124 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -6016359.500000 Penalty: 5424.403809
	Iteration 14Q: 3 clusters Score -6016360 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -6016568.500000 Penalty: 5424.403809
	Iteration 15Q: 3 clusters Score -6016568 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6016717.500000 Penalty: 5424.403809
	Iteration 16Q: 3 clusters Score -6016718 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -6016906.000000 Penalty: 5424.403809
	Iteration 17Q: 3 clusters Score -6016906 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6017105.000000 Penalty: 5424.403809
	Iteration 18Q: 3 clusters Score -6017105 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -6017345.500000 Penalty: 5424.403809
	Iteration 19Q: 3 clusters Score -6017346 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -6017535.000000 Penalty: 5424.403809
	Iteration 20F: 3 clusters Score -6017535 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -6017786.500000 Penalty: 5424.403809
	Iteration 21Q: 3 clusters Score -6017786 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -6017997.000000 Penalty: 5424.403809
	Iteration 22Q: 3 clusters Score -6017997 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6018270.500000 Penalty: 5424.403809
	Iteration 23Q: 3 clusters Score -6018270 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -6018499.000000 Penalty: 5424.403809
	Iteration 24Q: 3 clusters Score -6018499 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6018751.000000 Penalty: 5424.403809
	Iteration 25Q: 3 clusters Score -6018751 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -6018980.000000 Penalty: 5424.403809
	Iteration 26Q: 3 clusters Score -6018980 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -6019213.000000 Penalty: 5424.403809
	Iteration 27Q: 3 clusters Score -6019213 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -6019460.500000 Penalty: 5424.403809
	Iteration 28Q: 3 clusters Score -6019460 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -6019679.000000 Penalty: 5424.403809
	Iteration 29Q: 3 clusters Score -6019679 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6019919.000000 Penalty: 5424.403809
	Iteration 30Q: 3 clusters Score -6019919 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -6020155.000000 Penalty: 5424.403809
	Iteration 31Q: 3 clusters Score -6020155 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -6020400.000000 Penalty: 5424.403809
	Iteration 32Q: 3 clusters Score -6020400 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -6020656.000000 Penalty: 5424.403809
	Iteration 33Q: 3 clusters Score -6020656 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -6020906.000000 Penalty: 5424.403809
	Iteration 34Q: 3 clusters Score -6020906 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -6021100.000000 Penalty: 5424.403809
	Iteration 35Q: 3 clusters Score -6021100 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6021321.000000 Penalty: 5424.403809
	Iteration 36Q: 3 clusters Score -6021321 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6021511.500000 Penalty: 5424.403809
	Iteration 37Q: 3 clusters Score -6021512 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6021668.000000 Penalty: 5424.403809
	Iteration 38Q: 3 clusters Score -6021668 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -6021856.500000 Penalty: 5424.403809
	Iteration 39Q: 3 clusters Score -6021856 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -6022005.000000 Penalty: 5424.403809
	Iteration 40F: 3 clusters Score -6022005 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6022137.000000 Penalty: 5424.403809
	Iteration 41Q: 3 clusters Score -6022137 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6022276.000000 Penalty: 5424.403809
	Iteration 42Q: 3 clusters Score -6022276 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6022384.000000 Penalty: 5424.403809
	Iteration 43Q: 3 clusters Score -6022384 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6022446.000000 Penalty: 5424.403809
	Iteration 44Q: 3 clusters Score -6022446 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6022533.000000 Penalty: 5424.403809
	Iteration 45Q: 3 clusters Score -6022533 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6022631.500000 Penalty: 5424.403809
	Iteration 46Q: 3 clusters Score -6022632 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6022711.500000 Penalty: 5424.403809
	Iteration 47Q: 3 clusters Score -6022712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6022785.000000 Penalty: 5424.403809
	Iteration 48Q: 3 clusters Score -6022785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6022859.500000 Penalty: 5424.403809
	Iteration 49Q: 3 clusters Score -6022860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6022916.500000 Penalty: 5424.403809
	Iteration 50Q: 3 clusters Score -6022916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6022948.000000 Penalty: 5424.403809
	Iteration 51Q: 3 clusters Score -6022948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6022986.000000 Penalty: 5424.403809
	Iteration 52Q: 3 clusters Score -6022986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6023013.500000 Penalty: 5424.403809
	Iteration 53Q: 3 clusters Score -6023014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6023068.500000 Penalty: 5424.403809
	Iteration 54Q: 3 clusters Score -6023068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6023096.000000 Penalty: 5424.403809
	Iteration 55Q: 3 clusters Score -6023096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6023134.500000 Penalty: 5424.403809
	Iteration 56Q: 3 clusters Score -6023134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6023156.000000 Penalty: 5424.403809
	Iteration 57Q: 3 clusters Score -6023156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6023170.500000 Penalty: 5424.403809
	Iteration 58Q: 3 clusters Score -6023170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6023179.000000 Penalty: 5424.403809
	Iteration 59Q: 3 clusters Score -6023179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6023186.500000 Penalty: 5424.403809
	Iteration 60F: 3 clusters Score -6023186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6023185.500000 Penalty: 5424.403809
	Iteration 61Q: 3 clusters Score -6023186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6023186.500000 Penalty: 5424.403809
	Iteration 62Q: 3 clusters Score -6023186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6023192.500000 Penalty: 5424.403809
	Iteration 63Q: 3 clusters Score -6023192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6023193.500000 Penalty: 5424.403809
	Iteration 64Q: 3 clusters Score -6023194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6023205.000000 Penalty: 5424.403809
	Iteration 65Q: 3 clusters Score -6023205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6023210.500000 Penalty: 5424.403809
	Iteration 66Q: 3 clusters Score -6023210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6023220.500000 Penalty: 5424.403809
	Iteration 67Q: 3 clusters Score -6023220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6023218.500000 Penalty: 5424.403809
	Iteration 68Q: 3 clusters Score -6023218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6023211.000000 Penalty: 5424.403809
	Iteration 69Q: 3 clusters Score -6023211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6023216.000000 Penalty: 5424.403809
	Iteration 70Q: 3 clusters Score -6023216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6023220.000000 Penalty: 5424.403809
	Iteration 71Q: 3 clusters Score -6023220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6023223.500000 Penalty: 5424.403809
	Iteration 72Q: 3 clusters Score -6023224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6023228.000000 Penalty: 5424.403809
	Iteration 73Q: 3 clusters Score -6023228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6023223.500000 Penalty: 5424.403809
	Iteration 74Q: 3 clusters Score -6023224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6023228.000000 Penalty: 5424.403809
	Iteration 75Q: 3 clusters Score -6023228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6023226.000000 Penalty: 5424.403809
	Iteration 76Q: 3 clusters Score -6023226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6023224.500000 Penalty: 5424.403809
	Iteration 77Q: 3 clusters Score -6023224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6023224.000000 Penalty: 5424.403809
	Iteration 78Q: 3 clusters Score -6023224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6023226.000000 Penalty: 5424.403809
	Iteration 79Q: 3 clusters Score -6023226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6023229.000000 Penalty: 5424.403809
	Iteration 80F: 3 clusters Score -6023229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6023225.500000 Penalty: 5424.403809
	Iteration 81Q: 3 clusters Score -6023226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6023232.000000 Penalty: 5424.403809
	Iteration 82Q: 3 clusters Score -6023232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6023232.000000 Penalty: 5424.403809
	Iteration 83Q: 3 clusters Score -6023232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6023224.000000 Penalty: 5424.403809
	Iteration 84Q: 3 clusters Score -6023224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6023225.000000 Penalty: 5424.403809
	Iteration 85Q: 3 clusters Score -6023225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6023225.000000 Penalty: 5424.403809
	Iteration 86F: 3 clusters Score -6023225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (247066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247066 members 
Entering Unmasked Estep 
Score: -26219714.000000 Penalty: 3079.517822
	Iteration 0F: 2 clusters Score -2.621971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -26057268.000000 Penalty: 6159.035645
	Iteration 0F: 3 clusters Score -2.605727e+07 nChanged 119506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118116 members 
Mstep: Class 2 contains 128950 members 
Entering Unmasked Estep 
Score: -26128368.000000 Penalty: 6159.035645
	Iteration 1F: 3 clusters Score -2.612837e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 131924 members 
Entering Unmasked Estep 
Score: -26130036.000000 Penalty: 6159.035645
	Iteration 2Q: 3 clusters Score -2.613004e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 136469 members 
Entering Unmasked Estep 
Score: -26132106.000000 Penalty: 6159.035645
	Iteration 3Q: 3 clusters Score -2.613211e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -26135546.000000 Penalty: 6159.035645
	Iteration 4Q: 3 clusters Score -2.613555e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -26140818.000000 Penalty: 6159.035645
	Iteration 5Q: 3 clusters Score -2.614082e+07 nChanged 15026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -26150062.000000 Penalty: 6159.035645
	Iteration 6F: 3 clusters Score -2.615006e+07 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 187029 members 
Entering Unmasked Estep 
Score: -26164398.000000 Penalty: 6159.035645
	Iteration 7F: 3 clusters Score -2.61644e+07 nChanged 21135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 208144 members 
Entering Unmasked Estep 
Score: -26181930.000000 Penalty: 6159.035645
	Iteration 8F: 3 clusters Score -2.618193e+07 nChanged 18240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 226374 members 
Entering Unmasked Estep 
Score: -26198242.000000 Penalty: 6159.035645
	Iteration 9F: 3 clusters Score -2.619824e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 238092 members 
Entering Unmasked Estep 
Score: -26208738.000000 Penalty: 6159.035645
	Iteration 10Q: 3 clusters Score -2.620874e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 243656 members 
Entering Unmasked Estep 
Score: -26213820.000000 Penalty: 6159.035645
	Iteration 11Q: 3 clusters Score -2.621382e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 245754 members 
Entering Unmasked Estep 
Score: -26215828.000000 Penalty: 6159.035645
	Iteration 12Q: 3 clusters Score -2.621583e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 246411 members 
Entering Unmasked Estep 
Score: -26216496.000000 Penalty: 6159.035645
	Iteration 13Q: 3 clusters Score -2.62165e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 246615 members 
Entering Unmasked Estep 
Score: -26216800.000000 Penalty: 6159.035645
	Iteration 14Q: 3 clusters Score -2.62168e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 246680 members 
Entering Unmasked Estep 
Score: -26216878.000000 Penalty: 6159.035645
	Iteration 15Q: 3 clusters Score -2.621688e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 246711 members 
Entering Unmasked Estep 
Score: -26216924.000000 Penalty: 6159.035645
	Iteration 16Q: 3 clusters Score -2.621692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 246731 members 
Entering Unmasked Estep 
Score: -26216970.000000 Penalty: 6159.035645
	Iteration 17Q: 3 clusters Score -2.621697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246736 members 
Entering Unmasked Estep 
Score: -26216958.000000 Penalty: 6159.035645
	Iteration 18Q: 3 clusters Score -2.621696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 246743 members 
Entering Unmasked Estep 
Score: -26216968.000000 Penalty: 6159.035645
	Iteration 19Q: 3 clusters Score -2.621697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 246747 members 
Entering Unmasked Estep 
Score: -26216964.000000 Penalty: 6159.035645
	Iteration 20F: 3 clusters Score -2.621696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 246753 members 
Entering Unmasked Estep 
Score: -26217006.000000 Penalty: 6159.035645
	Iteration 21Q: 3 clusters Score -2.621701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246751 members 
Entering Unmasked Estep 
Score: -26217012.000000 Penalty: 6159.035645
	Iteration 22Q: 3 clusters Score -2.621701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 246755 members 
Entering Unmasked Estep 
Score: -26217018.000000 Penalty: 6159.035645
	Iteration 23Q: 3 clusters Score -2.621702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 246761 members 
Entering Unmasked Estep 
Score: -26217028.000000 Penalty: 6159.035645
	Iteration 24Q: 3 clusters Score -2.621703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 246761 members 
Entering Unmasked Estep 
Score: -26217058.000000 Penalty: 6159.035645
	Iteration 25Q: 3 clusters Score -2.621706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246760 members 
Entering Unmasked Estep 
Score: -26217060.000000 Penalty: 6159.035645
	Iteration 26Q: 3 clusters Score -2.621706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 246759 members 
Entering Unmasked Estep 
Score: -26217060.000000 Penalty: 6159.035645
	Iteration 27Q: 3 clusters Score -2.621706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246760 members 
Entering Unmasked Estep 
Score: -26217062.000000 Penalty: 6159.035645
	Iteration 28Q: 3 clusters Score -2.621706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 246761 members 
Entering Unmasked Estep 
Score: -26217052.000000 Penalty: 6159.035645
	Iteration 29Q: 3 clusters Score -2.621705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 246761 members 
Entering Unmasked Estep 
Score: -26217052.000000 Penalty: 6159.035645
	Iteration 30F: 3 clusters Score -2.621705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -478791.468750 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -478791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -474360.125000 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -474360.1 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -475420.843750 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -475420.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475653.406250 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -475653.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -475854.625000 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -475854.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -476062.625000 Penalty: 4205.621582
	Iteration 4F: 3 clusters Score -476062.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -476252.031250 Penalty: 4205.621582
	Iteration 5F: 3 clusters Score -476252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -476411.687500 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -476411.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -476547.468750 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -476547.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -476656.843750 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -476656.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -476753.375000 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -476753.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -476854.500000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -476854.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -476935.937500 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -476935.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -476994.187500 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -476994.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -477033.937500 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -477033.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -477063.125000 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -477063.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -477100.156250 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -477100.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -477130.968750 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -477131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -477157.531250 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -477157.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -477178.843750 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -477178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -477197.625000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -477197.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -477211.437500 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -477211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -477218.156250 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -477218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -477222.406250 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -477222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -477225.906250 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -477225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -477230.375000 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -477230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -477236.437500 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -477236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -477243.093750 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -477243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -477248.218750 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -477248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -477252.062500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -477252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -477256.875000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -477256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -477260.312500 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -477260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -477261.875000 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -477261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -477262.750000 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -477262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -477263.375000 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -477263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -477264.031250 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -477264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -477264.250000 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -477264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -477264.250000 Penalty: 4205.621582
	Iteration 36F: 3 clusters Score -477264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Entering Unmasked Estep 
Score: -2860294.750000 Penalty: 2525.724121
	Iteration 0F: 2 clusters Score -2860295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2842015.500000 Penalty: 5051.448242
	Iteration 0F: 3 clusters Score -2842016 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2848595.750000 Penalty: 5051.448242
	Iteration 1F: 3 clusters Score -2848596 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2849202.750000 Penalty: 5051.448242
	Iteration 2F: 3 clusters Score -2849203 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2849821.500000 Penalty: 5051.448242
	Iteration 3Q: 3 clusters Score -2849822 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2850417.500000 Penalty: 5051.448242
	Iteration 4Q: 3 clusters Score -2850418 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2851012.000000 Penalty: 5051.448242
	Iteration 5Q: 3 clusters Score -2851012 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2851602.000000 Penalty: 5051.448242
	Iteration 6Q: 3 clusters Score -2851602 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2852212.750000 Penalty: 5051.448242
	Iteration 7Q: 3 clusters Score -2852213 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2852821.000000 Penalty: 5051.448242
	Iteration 8Q: 3 clusters Score -2852821 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2853409.750000 Penalty: 5051.448242
	Iteration 9Q: 3 clusters Score -2853410 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2853920.000000 Penalty: 5051.448242
	Iteration 10Q: 3 clusters Score -2853920 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2854435.750000 Penalty: 5051.448242
	Iteration 11Q: 3 clusters Score -2854436 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2854863.250000 Penalty: 5051.448242
	Iteration 12Q: 3 clusters Score -2854863 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2855192.000000 Penalty: 5051.448242
	Iteration 13Q: 3 clusters Score -2855192 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2855411.250000 Penalty: 5051.448242
	Iteration 14Q: 3 clusters Score -2855411 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2855592.500000 Penalty: 5051.448242
	Iteration 15Q: 3 clusters Score -2855592 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2855730.000000 Penalty: 5051.448242
	Iteration 16Q: 3 clusters Score -2855730 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2855855.500000 Penalty: 5051.448242
	Iteration 17Q: 3 clusters Score -2855856 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2855959.000000 Penalty: 5051.448242
	Iteration 18Q: 3 clusters Score -2855959 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2856070.250000 Penalty: 5051.448242
	Iteration 19Q: 3 clusters Score -2856070 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2856191.250000 Penalty: 5051.448242
	Iteration 20F: 3 clusters Score -2856191 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2856292.250000 Penalty: 5051.448242
	Iteration 21Q: 3 clusters Score -2856292 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2856414.500000 Penalty: 5051.448242
	Iteration 22Q: 3 clusters Score -2856414 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2856503.000000 Penalty: 5051.448242
	Iteration 23Q: 3 clusters Score -2856503 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2856618.250000 Penalty: 5051.448242
	Iteration 24Q: 3 clusters Score -2856618 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2856706.500000 Penalty: 5051.448242
	Iteration 25Q: 3 clusters Score -2856706 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2856798.750000 Penalty: 5051.448242
	Iteration 26Q: 3 clusters Score -2856799 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2856891.750000 Penalty: 5051.448242
	Iteration 27Q: 3 clusters Score -2856892 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2856988.000000 Penalty: 5051.448242
	Iteration 28Q: 3 clusters Score -2856988 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2857096.250000 Penalty: 5051.448242
	Iteration 29Q: 3 clusters Score -2857096 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2857210.000000 Penalty: 5051.448242
	Iteration 30Q: 3 clusters Score -2857210 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2857312.500000 Penalty: 5051.448242
	Iteration 31Q: 3 clusters Score -2857312 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2857401.250000 Penalty: 5051.448242
	Iteration 32Q: 3 clusters Score -2857401 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2857488.500000 Penalty: 5051.448242
	Iteration 33Q: 3 clusters Score -2857488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2857553.000000 Penalty: 5051.448242
	Iteration 34Q: 3 clusters Score -2857553 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2857603.000000 Penalty: 5051.448242
	Iteration 35Q: 3 clusters Score -2857603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2857655.500000 Penalty: 5051.448242
	Iteration 36Q: 3 clusters Score -2857656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2857711.750000 Penalty: 5051.448242
	Iteration 37Q: 3 clusters Score -2857712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2857772.250000 Penalty: 5051.448242
	Iteration 38Q: 3 clusters Score -2857772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2857829.000000 Penalty: 5051.448242
	Iteration 39Q: 3 clusters Score -2857829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -2857868.500000 Penalty: 5051.448242
	Iteration 40F: 3 clusters Score -2857868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -2857907.750000 Penalty: 5051.448242
	Iteration 41Q: 3 clusters Score -2857908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2857938.000000 Penalty: 5051.448242
	Iteration 42Q: 3 clusters Score -2857938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2857960.000000 Penalty: 5051.448242
	Iteration 43Q: 3 clusters Score -2857960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2857980.250000 Penalty: 5051.448242
	Iteration 44Q: 3 clusters Score -2857980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2857996.000000 Penalty: 5051.448242
	Iteration 45Q: 3 clusters Score -2857996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2858002.000000 Penalty: 5051.448242
	Iteration 46Q: 3 clusters Score -2858002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2858012.500000 Penalty: 5051.448242
	Iteration 47Q: 3 clusters Score -2858012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2858018.000000 Penalty: 5051.448242
	Iteration 48Q: 3 clusters Score -2858018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2858023.750000 Penalty: 5051.448242
	Iteration 49Q: 3 clusters Score -2858024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2858032.500000 Penalty: 5051.448242
	Iteration 50Q: 3 clusters Score -2858032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2858042.250000 Penalty: 5051.448242
	Iteration 51Q: 3 clusters Score -2858042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2858051.500000 Penalty: 5051.448242
	Iteration 52Q: 3 clusters Score -2858052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2858053.250000 Penalty: 5051.448242
	Iteration 53Q: 3 clusters Score -2858053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2858058.500000 Penalty: 5051.448242
	Iteration 54Q: 3 clusters Score -2858058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2858060.000000 Penalty: 5051.448242
	Iteration 55Q: 3 clusters Score -2858060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2858062.000000 Penalty: 5051.448242
	Iteration 56Q: 3 clusters Score -2858062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2858064.000000 Penalty: 5051.448242
	Iteration 57Q: 3 clusters Score -2858064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2858066.750000 Penalty: 5051.448242
	Iteration 58Q: 3 clusters Score -2858067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2858065.000000 Penalty: 5051.448242
	Iteration 59Q: 3 clusters Score -2858065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2858072.250000 Penalty: 5051.448242
	Iteration 60F: 3 clusters Score -2858072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2858077.750000 Penalty: 5051.448242
	Iteration 61Q: 3 clusters Score -2858078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2858081.250000 Penalty: 5051.448242
	Iteration 62Q: 3 clusters Score -2858081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2858084.000000 Penalty: 5051.448242
	Iteration 63Q: 3 clusters Score -2858084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2858085.750000 Penalty: 5051.448242
	Iteration 64Q: 3 clusters Score -2858086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2858091.750000 Penalty: 5051.448242
	Iteration 65Q: 3 clusters Score -2858092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2858095.750000 Penalty: 5051.448242
	Iteration 66Q: 3 clusters Score -2858096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2858096.500000 Penalty: 5051.448242
	Iteration 67Q: 3 clusters Score -2858096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2858096.500000 Penalty: 5051.448242
	Iteration 68F: 3 clusters Score -2858096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -226186.625000 Penalty: 1908.096436
	Iteration 0F: 2 clusters Score -226186.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -223416.843750 Penalty: 3816.192871
	Iteration 0F: 3 clusters Score -223416.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223911.671875 Penalty: 3816.192871
	Iteration 1F: 3 clusters Score -223911.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224044.546875 Penalty: 3816.192871
	Iteration 2F: 3 clusters Score -224044.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -224117.687500 Penalty: 3816.192871
	Iteration 3Q: 3 clusters Score -224117.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224194.140625 Penalty: 3816.192871
	Iteration 4Q: 3 clusters Score -224194.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -224287.093750 Penalty: 3816.192871
	Iteration 5Q: 3 clusters Score -224287.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224363.656250 Penalty: 3816.192871
	Iteration 6Q: 3 clusters Score -224363.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -224430.406250 Penalty: 3816.192871
	Iteration 7Q: 3 clusters Score -224430.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224503.937500 Penalty: 3816.192871
	Iteration 8Q: 3 clusters Score -224503.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -224587.015625 Penalty: 3816.192871
	Iteration 9Q: 3 clusters Score -224587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224693.406250 Penalty: 3816.192871
	Iteration 10Q: 3 clusters Score -224693.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -224822.734375 Penalty: 3816.192871
	Iteration 11Q: 3 clusters Score -224822.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224943.171875 Penalty: 3816.192871
	Iteration 12Q: 3 clusters Score -224943.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -225060.671875 Penalty: 3816.192871
	Iteration 13Q: 3 clusters Score -225060.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225167.937500 Penalty: 3816.192871
	Iteration 14Q: 3 clusters Score -225167.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -225270.718750 Penalty: 3816.192871
	Iteration 15Q: 3 clusters Score -225270.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -225351.406250 Penalty: 3816.192871
	Iteration 16Q: 3 clusters Score -225351.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -225421.312500 Penalty: 3816.192871
	Iteration 17Q: 3 clusters Score -225421.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -225457.484375 Penalty: 3816.192871
	Iteration 18Q: 3 clusters Score -225457.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -225485.828125 Penalty: 3816.192871
	Iteration 19Q: 3 clusters Score -225485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -225508.281250 Penalty: 3816.192871
	Iteration 20F: 3 clusters Score -225508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -225521.687500 Penalty: 3816.192871
	Iteration 21Q: 3 clusters Score -225521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -225535.843750 Penalty: 3816.192871
	Iteration 22Q: 3 clusters Score -225535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -225541.171875 Penalty: 3816.192871
	Iteration 23Q: 3 clusters Score -225541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -225543.015625 Penalty: 3816.192871
	Iteration 24Q: 3 clusters Score -225543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -225546.062500 Penalty: 3816.192871
	Iteration 25Q: 3 clusters Score -225546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -225546.515625 Penalty: 3816.192871
	Iteration 26Q: 3 clusters Score -225546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -225546.515625 Penalty: 3816.192871
	Iteration 27F: 3 clusters Score -225546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Entering Unmasked Estep 
Score: -4736958.500000 Penalty: 2654.527344
	Iteration 0F: 2 clusters Score -4736958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4706748.500000 Penalty: 5309.054688
	Iteration 0F: 3 clusters Score -4706748 nChanged 20573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4717858.000000 Penalty: 5309.054688
	Iteration 1F: 3 clusters Score -4717858 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4718262.000000 Penalty: 5309.054688
	Iteration 2Q: 3 clusters Score -4718262 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4718560.000000 Penalty: 5309.054688
	Iteration 3Q: 3 clusters Score -4718560 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4718811.500000 Penalty: 5309.054688
	Iteration 4Q: 3 clusters Score -4718812 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4719064.000000 Penalty: 5309.054688
	Iteration 5Q: 3 clusters Score -4719064 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4719277.500000 Penalty: 5309.054688
	Iteration 6Q: 3 clusters Score -4719278 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4719505.500000 Penalty: 5309.054688
	Iteration 7Q: 3 clusters Score -4719506 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -4719851.000000 Penalty: 5309.054688
	Iteration 8Q: 3 clusters Score -4719851 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4720320.500000 Penalty: 5309.054688
	Iteration 9Q: 3 clusters Score -4720320 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4721088.000000 Penalty: 5309.054688
	Iteration 10Q: 3 clusters Score -4721088 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4722445.500000 Penalty: 5309.054688
	Iteration 11F: 3 clusters Score -4722446 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4724504.000000 Penalty: 5309.054688
	Iteration 12F: 3 clusters Score -4724504 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4727302.500000 Penalty: 5309.054688
	Iteration 13F: 3 clusters Score -4727302 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -4730358.500000 Penalty: 5309.054688
	Iteration 14F: 3 clusters Score -4730358 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4732568.000000 Penalty: 5309.054688
	Iteration 15F: 3 clusters Score -4732568 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -4733784.000000 Penalty: 5309.054688
	Iteration 16Q: 3 clusters Score -4733784 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -4734219.500000 Penalty: 5309.054688
	Iteration 17Q: 3 clusters Score -4734220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -4734431.500000 Penalty: 5309.054688
	Iteration 18Q: 3 clusters Score -4734432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -4734532.500000 Penalty: 5309.054688
	Iteration 19Q: 3 clusters Score -4734532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -4734572.000000 Penalty: 5309.054688
	Iteration 20F: 3 clusters Score -4734572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4734591.500000 Penalty: 5309.054688
	Iteration 21Q: 3 clusters Score -4734592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -4734612.000000 Penalty: 5309.054688
	Iteration 22Q: 3 clusters Score -4734612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -4734627.500000 Penalty: 5309.054688
	Iteration 23Q: 3 clusters Score -4734628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -4734636.000000 Penalty: 5309.054688
	Iteration 24Q: 3 clusters Score -4734636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -4734639.000000 Penalty: 5309.054688
	Iteration 25Q: 3 clusters Score -4734639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -4734643.500000 Penalty: 5309.054688
	Iteration 26Q: 3 clusters Score -4734644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4734645.500000 Penalty: 5309.054688
	Iteration 27Q: 3 clusters Score -4734646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4734645.500000 Penalty: 5309.054688
	Iteration 28F: 3 clusters Score -4734646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (347137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347137 members 
Entering Unmasked Estep 
Score: -36910964.000000 Penalty: 3163.853760
	Iteration 0F: 2 clusters Score -3.691096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173155 members 
Mstep: Class 2 contains 173982 members 
Entering Unmasked Estep 
Score: -36689564.000000 Penalty: 6327.707520
	Iteration 0F: 3 clusters Score -3.668956e+07 nChanged 168640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 184678 members 
Entering Unmasked Estep 
Score: -36791056.000000 Penalty: 6327.707520
	Iteration 1F: 3 clusters Score -3.679106e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 191947 members 
Entering Unmasked Estep 
Score: -36793820.000000 Penalty: 6327.707520
	Iteration 2Q: 3 clusters Score -3.679382e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 203056 members 
Entering Unmasked Estep 
Score: -36798372.000000 Penalty: 6327.707520
	Iteration 3Q: 3 clusters Score -3.679837e+07 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Mstep: Class 2 contains 219191 members 
Entering Unmasked Estep 
Score: -36806540.000000 Penalty: 6327.707520
	Iteration 4F: 3 clusters Score -3.680654e+07 nChanged 23351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 241122 members 
Entering Unmasked Estep 
Score: -36820204.000000 Penalty: 6327.707520
	Iteration 5F: 3 clusters Score -3.68202e+07 nChanged 27358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 267792 members 
Entering Unmasked Estep 
Score: -36840552.000000 Penalty: 6327.707520
	Iteration 6F: 3 clusters Score -3.684055e+07 nChanged 27279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 294857 members 
Entering Unmasked Estep 
Score: -36864428.000000 Penalty: 6327.707520
	Iteration 7F: 3 clusters Score -3.686443e+07 nChanged 22160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 316981 members 
Entering Unmasked Estep 
Score: -36885056.000000 Penalty: 6327.707520
	Iteration 8F: 3 clusters Score -3.688506e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 331468 members 
Entering Unmasked Estep 
Score: -36897820.000000 Penalty: 6327.707520
	Iteration 9Q: 3 clusters Score -3.689782e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 339107 members 
Entering Unmasked Estep 
Score: -36903220.000000 Penalty: 6327.707520
	Iteration 10Q: 3 clusters Score -3.690322e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 342623 members 
Entering Unmasked Estep 
Score: -36905772.000000 Penalty: 6327.707520
	Iteration 11Q: 3 clusters Score -3.690577e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 344133 members 
Entering Unmasked Estep 
Score: -36907044.000000 Penalty: 6327.707520
	Iteration 12Q: 3 clusters Score -3.690704e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 344876 members 
Entering Unmasked Estep 
Score: -36907688.000000 Penalty: 6327.707520
	Iteration 13Q: 3 clusters Score -3.690769e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 345271 members 
Entering Unmasked Estep 
Score: -36908016.000000 Penalty: 6327.707520
	Iteration 14Q: 3 clusters Score -3.690802e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 345489 members 
Entering Unmasked Estep 
Score: -36908156.000000 Penalty: 6327.707520
	Iteration 15Q: 3 clusters Score -3.690816e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 345632 members 
Entering Unmasked Estep 
Score: -36908256.000000 Penalty: 6327.707520
	Iteration 16Q: 3 clusters Score -3.690826e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 345735 members 
Entering Unmasked Estep 
Score: -36908304.000000 Penalty: 6327.707520
	Iteration 17Q: 3 clusters Score -3.69083e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 345822 members 
Entering Unmasked Estep 
Score: -36908360.000000 Penalty: 6327.707520
	Iteration 18Q: 3 clusters Score -3.690836e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 345886 members 
Entering Unmasked Estep 
Score: -36908392.000000 Penalty: 6327.707520
	Iteration 19Q: 3 clusters Score -3.690839e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 345947 members 
Entering Unmasked Estep 
Score: -36908424.000000 Penalty: 6327.707520
	Iteration 20F: 3 clusters Score -3.690842e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 345990 members 
Entering Unmasked Estep 
Score: -36908444.000000 Penalty: 6327.707520
	Iteration 21Q: 3 clusters Score -3.690844e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 346021 members 
Entering Unmasked Estep 
Score: -36908496.000000 Penalty: 6327.707520
	Iteration 22Q: 3 clusters Score -3.69085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 346036 members 
Entering Unmasked Estep 
Score: -36908484.000000 Penalty: 6327.707520
	Iteration 23Q: 3 clusters Score -3.690848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 346051 members 
Entering Unmasked Estep 
Score: -36908516.000000 Penalty: 6327.707520
	Iteration 24Q: 3 clusters Score -3.690852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 346067 members 
Entering Unmasked Estep 
Score: -36908516.000000 Penalty: 6327.707520
	Iteration 25Q: 3 clusters Score -3.690852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 346087 members 
Entering Unmasked Estep 
Score: -36908544.000000 Penalty: 6327.707520
	Iteration 26Q: 3 clusters Score -3.690854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 346100 members 
Entering Unmasked Estep 
Score: -36908532.000000 Penalty: 6327.707520
	Iteration 27Q: 3 clusters Score -3.690853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 346108 members 
Entering Unmasked Estep 
Score: -36908560.000000 Penalty: 6327.707520
	Iteration 28Q: 3 clusters Score -3.690856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 346114 members 
Entering Unmasked Estep 
Score: -36908516.000000 Penalty: 6327.707520
	Iteration 29Q: 3 clusters Score -3.690852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 346117 members 
Entering Unmasked Estep 
Score: -36908540.000000 Penalty: 6327.707520
	Iteration 30Q: 3 clusters Score -3.690854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 346122 members 
Entering Unmasked Estep 
Score: -36908544.000000 Penalty: 6327.707520
	Iteration 31Q: 3 clusters Score -3.690854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 346126 members 
Entering Unmasked Estep 
Score: -36908540.000000 Penalty: 6327.707520
	Iteration 32Q: 3 clusters Score -3.690854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 346128 members 
Entering Unmasked Estep 
Score: -36908564.000000 Penalty: 6327.707520
	Iteration 33Q: 3 clusters Score -3.690856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 346130 members 
Entering Unmasked Estep 
Score: -36908552.000000 Penalty: 6327.707520
	Iteration 34Q: 3 clusters Score -3.690855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 346132 members 
Entering Unmasked Estep 
Score: -36908552.000000 Penalty: 6327.707520
	Iteration 35Q: 3 clusters Score -3.690855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 346135 members 
Entering Unmasked Estep 
Score: -36908552.000000 Penalty: 6327.707520
	Iteration 36Q: 3 clusters Score -3.690855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 346137 members 
Entering Unmasked Estep 
Score: -36908548.000000 Penalty: 6327.707520
	Iteration 37Q: 3 clusters Score -3.690855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 346142 members 
Entering Unmasked Estep 
Score: -36908540.000000 Penalty: 6327.707520
	Iteration 38Q: 3 clusters Score -3.690854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 346146 members 
Entering Unmasked Estep 
Score: -36908536.000000 Penalty: 6327.707520
	Iteration 39Q: 3 clusters Score -3.690854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 346150 members 
Entering Unmasked Estep 
Score: -36908548.000000 Penalty: 6327.707520
	Iteration 40F: 3 clusters Score -3.690855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 346154 members 
Entering Unmasked Estep 
Score: -36908548.000000 Penalty: 6327.707520
	Iteration 41Q: 3 clusters Score -3.690855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 346155 members 
Entering Unmasked Estep 
Score: -36908552.000000 Penalty: 6327.707520
	Iteration 42Q: 3 clusters Score -3.690855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 346156 members 
Entering Unmasked Estep 
Score: -36908572.000000 Penalty: 6327.707520
	Iteration 43Q: 3 clusters Score -3.690857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 346157 members 
Entering Unmasked Estep 
Score: -36908572.000000 Penalty: 6327.707520
	Iteration 44Q: 3 clusters Score -3.690857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 346159 members 
Entering Unmasked Estep 
Score: -36908576.000000 Penalty: 6327.707520
	Iteration 45Q: 3 clusters Score -3.690858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 346158 members 
Entering Unmasked Estep 
Score: -36908572.000000 Penalty: 6327.707520
	Iteration 46Q: 3 clusters Score -3.690857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 346161 members 
Entering Unmasked Estep 
Score: -36908568.000000 Penalty: 6327.707520
	Iteration 47Q: 3 clusters Score -3.690857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 346160 members 
Entering Unmasked Estep 
Score: -36908564.000000 Penalty: 6327.707520
	Iteration 48Q: 3 clusters Score -3.690856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 346159 members 
Entering Unmasked Estep 
Score: -36908568.000000 Penalty: 6327.707520
	Iteration 49Q: 3 clusters Score -3.690857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 346160 members 
Entering Unmasked Estep 
Score: -36908580.000000 Penalty: 6327.707520
	Iteration 50Q: 3 clusters Score -3.690858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 346163 members 
Entering Unmasked Estep 
Score: -36908560.000000 Penalty: 6327.707520
	Iteration 51Q: 3 clusters Score -3.690856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 346165 members 
Entering Unmasked Estep 
Score: -36908580.000000 Penalty: 6327.707520
	Iteration 52Q: 3 clusters Score -3.690858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 346167 members 
Entering Unmasked Estep 
Score: -36908600.000000 Penalty: 6327.707520
	Iteration 53Q: 3 clusters Score -3.69086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 346168 members 
Entering Unmasked Estep 
Score: -36908596.000000 Penalty: 6327.707520
	Iteration 54Q: 3 clusters Score -3.69086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 346168 members 
Entering Unmasked Estep 
Score: -36908596.000000 Penalty: 6327.707520
	Iteration 55F: 3 clusters Score -3.69086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (212134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212134 members 
Entering Unmasked Estep 
Score: -22579916.000000 Penalty: 3041.713379
	Iteration 0F: 2 clusters Score -2.257992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -22439910.000000 Penalty: 6083.426758
	Iteration 0F: 3 clusters Score -2.243991e+07 nChanged 102256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -22499936.000000 Penalty: 6083.426758
	Iteration 1F: 3 clusters Score -2.249994e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -22502170.000000 Penalty: 6083.426758
	Iteration 2Q: 3 clusters Score -2.250217e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -22505150.000000 Penalty: 6083.426758
	Iteration 3Q: 3 clusters Score -2.250515e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -22509108.000000 Penalty: 6083.426758
	Iteration 4Q: 3 clusters Score -2.250911e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118528 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -22513886.000000 Penalty: 6083.426758
	Iteration 5Q: 3 clusters Score -2.251389e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -22519290.000000 Penalty: 6083.426758
	Iteration 6F: 3 clusters Score -2.251929e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -22525292.000000 Penalty: 6083.426758
	Iteration 7F: 3 clusters Score -2.252529e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134128 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -22531718.000000 Penalty: 6083.426758
	Iteration 8F: 3 clusters Score -2.253172e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140351 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -22538278.000000 Penalty: 6083.426758
	Iteration 9F: 3 clusters Score -2.253828e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -22544536.000000 Penalty: 6083.426758
	Iteration 10Q: 3 clusters Score -2.254454e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -22550270.000000 Penalty: 6083.426758
	Iteration 11Q: 3 clusters Score -2.255027e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -22554612.000000 Penalty: 6083.426758
	Iteration 12Q: 3 clusters Score -2.255461e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -22558104.000000 Penalty: 6083.426758
	Iteration 13Q: 3 clusters Score -2.25581e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -22560698.000000 Penalty: 6083.426758
	Iteration 14Q: 3 clusters Score -2.25607e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174223 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -22562884.000000 Penalty: 6083.426758
	Iteration 15Q: 3 clusters Score -2.256288e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -22565136.000000 Penalty: 6083.426758
	Iteration 16Q: 3 clusters Score -2.256514e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182963 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -22567458.000000 Penalty: 6083.426758
	Iteration 17Q: 3 clusters Score -2.256746e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186746 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -22569736.000000 Penalty: 6083.426758
	Iteration 18Q: 3 clusters Score -2.256974e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190079 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -22571546.000000 Penalty: 6083.426758
	Iteration 19Q: 3 clusters Score -2.257155e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192908 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -22572992.000000 Penalty: 6083.426758
	Iteration 20F: 3 clusters Score -2.257299e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195287 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -22574070.000000 Penalty: 6083.426758
	Iteration 21Q: 3 clusters Score -2.257407e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197292 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -22574720.000000 Penalty: 6083.426758
	Iteration 22Q: 3 clusters Score -2.257472e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -22575240.000000 Penalty: 6083.426758
	Iteration 23Q: 3 clusters Score -2.257524e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200400 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -22575646.000000 Penalty: 6083.426758
	Iteration 24Q: 3 clusters Score -2.257565e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201592 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -22575912.000000 Penalty: 6083.426758
	Iteration 25Q: 3 clusters Score -2.257591e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202651 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -22576360.000000 Penalty: 6083.426758
	Iteration 26Q: 3 clusters Score -2.257636e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203586 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -22576556.000000 Penalty: 6083.426758
	Iteration 27Q: 3 clusters Score -2.257656e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -22576724.000000 Penalty: 6083.426758
	Iteration 28Q: 3 clusters Score -2.257672e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205041 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -22576904.000000 Penalty: 6083.426758
	Iteration 29Q: 3 clusters Score -2.25769e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205628 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -22577032.000000 Penalty: 6083.426758
	Iteration 30Q: 3 clusters Score -2.257703e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206118 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -22577136.000000 Penalty: 6083.426758
	Iteration 31Q: 3 clusters Score -2.257714e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206534 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -22577226.000000 Penalty: 6083.426758
	Iteration 32Q: 3 clusters Score -2.257723e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206895 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -22577266.000000 Penalty: 6083.426758
	Iteration 33Q: 3 clusters Score -2.257727e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207214 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -22577400.000000 Penalty: 6083.426758
	Iteration 34Q: 3 clusters Score -2.25774e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207463 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -22577412.000000 Penalty: 6083.426758
	Iteration 35Q: 3 clusters Score -2.257741e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207677 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -22577508.000000 Penalty: 6083.426758
	Iteration 36Q: 3 clusters Score -2.257751e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207866 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22577538.000000 Penalty: 6083.426758
	Iteration 37Q: 3 clusters Score -2.257754e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208012 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -22577550.000000 Penalty: 6083.426758
	Iteration 38Q: 3 clusters Score -2.257755e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208145 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -22577542.000000 Penalty: 6083.426758
	Iteration 39Q: 3 clusters Score -2.257754e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208257 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -22577546.000000 Penalty: 6083.426758
	Iteration 40F: 3 clusters Score -2.257755e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208347 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -22577552.000000 Penalty: 6083.426758
	Iteration 41Q: 3 clusters Score -2.257755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208430 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -22577566.000000 Penalty: 6083.426758
	Iteration 42Q: 3 clusters Score -2.257757e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208497 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -22577594.000000 Penalty: 6083.426758
	Iteration 43Q: 3 clusters Score -2.257759e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208553 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -22577578.000000 Penalty: 6083.426758
	Iteration 44Q: 3 clusters Score -2.257758e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208597 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -22577588.000000 Penalty: 6083.426758
	Iteration 45Q: 3 clusters Score -2.257759e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208633 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -22577592.000000 Penalty: 6083.426758
	Iteration 46Q: 3 clusters Score -2.257759e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208674 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22577586.000000 Penalty: 6083.426758
	Iteration 47Q: 3 clusters Score -2.257759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208713 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -22577588.000000 Penalty: 6083.426758
	Iteration 48Q: 3 clusters Score -2.257759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208749 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -22577600.000000 Penalty: 6083.426758
	Iteration 49Q: 3 clusters Score -2.25776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208774 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22577610.000000 Penalty: 6083.426758
	Iteration 50Q: 3 clusters Score -2.257761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208798 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -22577618.000000 Penalty: 6083.426758
	Iteration 51Q: 3 clusters Score -2.257762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208832 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -22577622.000000 Penalty: 6083.426758
	Iteration 52Q: 3 clusters Score -2.257762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208851 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -22577634.000000 Penalty: 6083.426758
	Iteration 53Q: 3 clusters Score -2.257763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208873 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -22577664.000000 Penalty: 6083.426758
	Iteration 54Q: 3 clusters Score -2.257766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208900 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -22577672.000000 Penalty: 6083.426758
	Iteration 55Q: 3 clusters Score -2.257767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208918 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -22577650.000000 Penalty: 6083.426758
	Iteration 56Q: 3 clusters Score -2.257765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208945 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22577658.000000 Penalty: 6083.426758
	Iteration 57Q: 3 clusters Score -2.257766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208969 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -22577652.000000 Penalty: 6083.426758
	Iteration 58Q: 3 clusters Score -2.257765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208992 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -22577650.000000 Penalty: 6083.426758
	Iteration 59Q: 3 clusters Score -2.257765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209003 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -22577668.000000 Penalty: 6083.426758
	Iteration 60F: 3 clusters Score -2.257767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209014 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -22577642.000000 Penalty: 6083.426758
	Iteration 61Q: 3 clusters Score -2.257764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209027 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -22577634.000000 Penalty: 6083.426758
	Iteration 62Q: 3 clusters Score -2.257763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209036 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22577648.000000 Penalty: 6083.426758
	Iteration 63Q: 3 clusters Score -2.257765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209050 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -22577684.000000 Penalty: 6083.426758
	Iteration 64Q: 3 clusters Score -2.257768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209068 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22577678.000000 Penalty: 6083.426758
	Iteration 65Q: 3 clusters Score -2.257768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209079 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -22577670.000000 Penalty: 6083.426758
	Iteration 66Q: 3 clusters Score -2.257767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209092 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -22577702.000000 Penalty: 6083.426758
	Iteration 67Q: 3 clusters Score -2.25777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209110 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22577682.000000 Penalty: 6083.426758
	Iteration 68Q: 3 clusters Score -2.257768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209126 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -22577700.000000 Penalty: 6083.426758
	Iteration 69Q: 3 clusters Score -2.25777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209137 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -22577684.000000 Penalty: 6083.426758
	Iteration 70Q: 3 clusters Score -2.257768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209140 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -22577694.000000 Penalty: 6083.426758
	Iteration 71Q: 3 clusters Score -2.257769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209143 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22577694.000000 Penalty: 6083.426758
	Iteration 72Q: 3 clusters Score -2.257769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209143 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22577694.000000 Penalty: 6083.426758
	Iteration 73Q: 3 clusters Score -2.257769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209142 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -22577684.000000 Penalty: 6083.426758
	Iteration 74Q: 3 clusters Score -2.257768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209144 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22577710.000000 Penalty: 6083.426758
	Iteration 75Q: 3 clusters Score -2.257771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209146 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -22577702.000000 Penalty: 6083.426758
	Iteration 76Q: 3 clusters Score -2.25777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209147 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -22577708.000000 Penalty: 6083.426758
	Iteration 77Q: 3 clusters Score -2.257771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209148 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -22577700.000000 Penalty: 6083.426758
	Iteration 78Q: 3 clusters Score -2.25777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209148 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -22577700.000000 Penalty: 6083.426758
	Iteration 79F: 3 clusters Score -2.25777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42014.593750 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42014.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42187.410156 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42187.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42245.941406 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42245.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42293.199219 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42326.812500 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42326.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42350.730469 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42350.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42366.335938 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42366.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42378.828125 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42378.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42382.093750 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -42382.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42385.886719 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -42385.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42387.371094 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -42387.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42387.371094 Penalty: 3048.579346
	Iteration 11F: 3 clusters Score -42387.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -66207.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -66207.41 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 353 members 
Entering Unmasked Estep 
Score: -64500.851562 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -64500.85 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64776.187500 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -64776.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64850.660156 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -64850.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64900.945312 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -64900.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64935.742188 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -64935.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64956.187500 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -64956.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64975.640625 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -64975.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64982.937500 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -64982.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64991.105469 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -64991.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64998.718750 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -64998.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65002.800781 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -65002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65003.921875 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -65003.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65003.921875 Penalty: 3250.750977
	Iteration 12F: 3 clusters Score -65003.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Entering Unmasked Estep 
Score: -3074763.750000 Penalty: 2569.435547
	Iteration 0F: 2 clusters Score -3074764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3053094.500000 Penalty: 5138.871094
	Iteration 0F: 3 clusters Score -3053094 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3060850.250000 Penalty: 5138.871094
	Iteration 1F: 3 clusters Score -3060850 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3061424.250000 Penalty: 5138.871094
	Iteration 2F: 3 clusters Score -3061424 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3062045.750000 Penalty: 5138.871094
	Iteration 3Q: 3 clusters Score -3062046 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3062768.750000 Penalty: 5138.871094
	Iteration 4Q: 3 clusters Score -3062769 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3063661.250000 Penalty: 5138.871094
	Iteration 5F: 3 clusters Score -3063661 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3064649.000000 Penalty: 5138.871094
	Iteration 6F: 3 clusters Score -3064649 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3065892.750000 Penalty: 5138.871094
	Iteration 7F: 3 clusters Score -3065893 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3067277.750000 Penalty: 5138.871094
	Iteration 8F: 3 clusters Score -3067278 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3068577.500000 Penalty: 5138.871094
	Iteration 9F: 3 clusters Score -3068578 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3069751.750000 Penalty: 5138.871094
	Iteration 10F: 3 clusters Score -3069752 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3070797.750000 Penalty: 5138.871094
	Iteration 11Q: 3 clusters Score -3070798 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3071617.000000 Penalty: 5138.871094
	Iteration 12Q: 3 clusters Score -3071617 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3072076.000000 Penalty: 5138.871094
	Iteration 13Q: 3 clusters Score -3072076 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3072334.250000 Penalty: 5138.871094
	Iteration 14Q: 3 clusters Score -3072334 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3072500.000000 Penalty: 5138.871094
	Iteration 15Q: 3 clusters Score -3072500 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3072622.500000 Penalty: 5138.871094
	Iteration 16Q: 3 clusters Score -3072622 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3072708.750000 Penalty: 5138.871094
	Iteration 17Q: 3 clusters Score -3072709 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3072797.500000 Penalty: 5138.871094
	Iteration 18Q: 3 clusters Score -3072798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3072876.250000 Penalty: 5138.871094
	Iteration 19Q: 3 clusters Score -3072876 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3072944.500000 Penalty: 5138.871094
	Iteration 20F: 3 clusters Score -3072944 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3072994.500000 Penalty: 5138.871094
	Iteration 21Q: 3 clusters Score -3072994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3073030.750000 Penalty: 5138.871094
	Iteration 22Q: 3 clusters Score -3073031 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3073096.250000 Penalty: 5138.871094
	Iteration 23Q: 3 clusters Score -3073096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3073150.500000 Penalty: 5138.871094
	Iteration 24Q: 3 clusters Score -3073150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3073172.250000 Penalty: 5138.871094
	Iteration 25Q: 3 clusters Score -3073172 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3073189.750000 Penalty: 5138.871094
	Iteration 26Q: 3 clusters Score -3073190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3073221.000000 Penalty: 5138.871094
	Iteration 27Q: 3 clusters Score -3073221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3073243.000000 Penalty: 5138.871094
	Iteration 28Q: 3 clusters Score -3073243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3073256.000000 Penalty: 5138.871094
	Iteration 29Q: 3 clusters Score -3073256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3073286.750000 Penalty: 5138.871094
	Iteration 30Q: 3 clusters Score -3073287 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3073301.750000 Penalty: 5138.871094
	Iteration 31Q: 3 clusters Score -3073302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3073319.250000 Penalty: 5138.871094
	Iteration 32Q: 3 clusters Score -3073319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3073327.750000 Penalty: 5138.871094
	Iteration 33Q: 3 clusters Score -3073328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3073331.500000 Penalty: 5138.871094
	Iteration 34Q: 3 clusters Score -3073332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3073343.000000 Penalty: 5138.871094
	Iteration 35Q: 3 clusters Score -3073343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3073347.500000 Penalty: 5138.871094
	Iteration 36Q: 3 clusters Score -3073348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3073365.750000 Penalty: 5138.871094
	Iteration 37Q: 3 clusters Score -3073366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3073379.500000 Penalty: 5138.871094
	Iteration 38Q: 3 clusters Score -3073380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3073384.750000 Penalty: 5138.871094
	Iteration 39Q: 3 clusters Score -3073385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3073380.500000 Penalty: 5138.871094
	Iteration 40F: 3 clusters Score -3073380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3073395.250000 Penalty: 5138.871094
	Iteration 41Q: 3 clusters Score -3073395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3073402.000000 Penalty: 5138.871094
	Iteration 42Q: 3 clusters Score -3073402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3073426.250000 Penalty: 5138.871094
	Iteration 43Q: 3 clusters Score -3073426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3073434.500000 Penalty: 5138.871094
	Iteration 44Q: 3 clusters Score -3073434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3073443.750000 Penalty: 5138.871094
	Iteration 45Q: 3 clusters Score -3073444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3073451.500000 Penalty: 5138.871094
	Iteration 46Q: 3 clusters Score -3073452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3073458.750000 Penalty: 5138.871094
	Iteration 47Q: 3 clusters Score -3073459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3073474.250000 Penalty: 5138.871094
	Iteration 48Q: 3 clusters Score -3073474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3073476.000000 Penalty: 5138.871094
	Iteration 49Q: 3 clusters Score -3073476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3073475.250000 Penalty: 5138.871094
	Iteration 50Q: 3 clusters Score -3073475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3073484.500000 Penalty: 5138.871094
	Iteration 51Q: 3 clusters Score -3073484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3073489.750000 Penalty: 5138.871094
	Iteration 52Q: 3 clusters Score -3073490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3073492.250000 Penalty: 5138.871094
	Iteration 53Q: 3 clusters Score -3073492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3073498.250000 Penalty: 5138.871094
	Iteration 54Q: 3 clusters Score -3073498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3073506.250000 Penalty: 5138.871094
	Iteration 55Q: 3 clusters Score -3073506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3073511.250000 Penalty: 5138.871094
	Iteration 56Q: 3 clusters Score -3073511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3073504.500000 Penalty: 5138.871094
	Iteration 57Q: 3 clusters Score -3073504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3073503.000000 Penalty: 5138.871094
	Iteration 58Q: 3 clusters Score -3073503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3073502.750000 Penalty: 5138.871094
	Iteration 59Q: 3 clusters Score -3073503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3073508.750000 Penalty: 5138.871094
	Iteration 60F: 3 clusters Score -3073509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3073512.750000 Penalty: 5138.871094
	Iteration 61Q: 3 clusters Score -3073513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3073519.250000 Penalty: 5138.871094
	Iteration 62Q: 3 clusters Score -3073519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3073516.750000 Penalty: 5138.871094
	Iteration 63Q: 3 clusters Score -3073517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3073520.250000 Penalty: 5138.871094
	Iteration 64Q: 3 clusters Score -3073520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3073521.000000 Penalty: 5138.871094
	Iteration 65Q: 3 clusters Score -3073521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3073521.250000 Penalty: 5138.871094
	Iteration 66Q: 3 clusters Score -3073521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3073528.000000 Penalty: 5138.871094
	Iteration 67Q: 3 clusters Score -3073528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3073524.750000 Penalty: 5138.871094
	Iteration 68Q: 3 clusters Score -3073525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3073530.750000 Penalty: 5138.871094
	Iteration 69Q: 3 clusters Score -3073531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3073540.500000 Penalty: 5138.871094
	Iteration 70Q: 3 clusters Score -3073540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3073531.000000 Penalty: 5138.871094
	Iteration 71Q: 3 clusters Score -3073531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3073544.750000 Penalty: 5138.871094
	Iteration 72Q: 3 clusters Score -3073545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3073539.500000 Penalty: 5138.871094
	Iteration 73Q: 3 clusters Score -3073540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3073546.000000 Penalty: 5138.871094
	Iteration 74Q: 3 clusters Score -3073546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3073549.250000 Penalty: 5138.871094
	Iteration 75Q: 3 clusters Score -3073549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3073557.000000 Penalty: 5138.871094
	Iteration 76Q: 3 clusters Score -3073557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3073556.500000 Penalty: 5138.871094
	Iteration 77Q: 3 clusters Score -3073556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3073559.000000 Penalty: 5138.871094
	Iteration 78Q: 3 clusters Score -3073559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3073557.000000 Penalty: 5138.871094
	Iteration 79Q: 3 clusters Score -3073557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3073557.250000 Penalty: 5138.871094
	Iteration 80F: 3 clusters Score -3073557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3073553.250000 Penalty: 5138.871094
	Iteration 81Q: 3 clusters Score -3073553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3073556.750000 Penalty: 5138.871094
	Iteration 82Q: 3 clusters Score -3073557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3073550.750000 Penalty: 5138.871094
	Iteration 83Q: 3 clusters Score -3073551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3073564.500000 Penalty: 5138.871094
	Iteration 84Q: 3 clusters Score -3073564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3073564.250000 Penalty: 5138.871094
	Iteration 85Q: 3 clusters Score -3073564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3073566.000000 Penalty: 5138.871094
	Iteration 86Q: 3 clusters Score -3073566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3073567.250000 Penalty: 5138.871094
	Iteration 87Q: 3 clusters Score -3073567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3073566.250000 Penalty: 5138.871094
	Iteration 88Q: 3 clusters Score -3073566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3073569.250000 Penalty: 5138.871094
	Iteration 89Q: 3 clusters Score -3073569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3073571.000000 Penalty: 5138.871094
	Iteration 90Q: 3 clusters Score -3073571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3073569.500000 Penalty: 5138.871094
	Iteration 91Q: 3 clusters Score -3073570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3073571.250000 Penalty: 5138.871094
	Iteration 92Q: 3 clusters Score -3073571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3073572.000000 Penalty: 5138.871094
	Iteration 93Q: 3 clusters Score -3073572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3073569.250000 Penalty: 5138.871094
	Iteration 94Q: 3 clusters Score -3073569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3073568.250000 Penalty: 5138.871094
	Iteration 95Q: 3 clusters Score -3073568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3073573.500000 Penalty: 5138.871094
	Iteration 96Q: 3 clusters Score -3073574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3073576.750000 Penalty: 5138.871094
	Iteration 97Q: 3 clusters Score -3073577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3073578.500000 Penalty: 5138.871094
	Iteration 98Q: 3 clusters Score -3073578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3073585.500000 Penalty: 5138.871094
	Iteration 99Q: 3 clusters Score -3073586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3073584.000000 Penalty: 5138.871094
	Iteration 100F: 3 clusters Score -3073584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3073580.500000 Penalty: 5138.871094
	Iteration 101Q: 3 clusters Score -3073580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3073582.250000 Penalty: 5138.871094
	Iteration 102Q: 3 clusters Score -3073582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3073588.500000 Penalty: 5138.871094
	Iteration 103Q: 3 clusters Score -3073588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3073589.750000 Penalty: 5138.871094
	Iteration 104Q: 3 clusters Score -3073590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3073581.500000 Penalty: 5138.871094
	Iteration 105Q: 3 clusters Score -3073582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3073586.750000 Penalty: 5138.871094
	Iteration 106Q: 3 clusters Score -3073587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3073586.500000 Penalty: 5138.871094
	Iteration 107Q: 3 clusters Score -3073586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3073597.500000 Penalty: 5138.871094
	Iteration 108Q: 3 clusters Score -3073598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3073594.250000 Penalty: 5138.871094
	Iteration 109Q: 3 clusters Score -3073594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3073597.750000 Penalty: 5138.871094
	Iteration 110Q: 3 clusters Score -3073598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3073601.750000 Penalty: 5138.871094
	Iteration 111Q: 3 clusters Score -3073602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3073605.750000 Penalty: 5138.871094
	Iteration 112Q: 3 clusters Score -3073606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3073608.500000 Penalty: 5138.871094
	Iteration 113Q: 3 clusters Score -3073608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3073609.750000 Penalty: 5138.871094
	Iteration 114Q: 3 clusters Score -3073610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3073610.750000 Penalty: 5138.871094
	Iteration 115Q: 3 clusters Score -3073611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3073610.000000 Penalty: 5138.871094
	Iteration 116Q: 3 clusters Score -3073610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3073617.000000 Penalty: 5138.871094
	Iteration 117Q: 3 clusters Score -3073617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3073617.250000 Penalty: 5138.871094
	Iteration 118Q: 3 clusters Score -3073617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3073614.250000 Penalty: 5138.871094
	Iteration 119Q: 3 clusters Score -3073614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3073616.250000 Penalty: 5138.871094
	Iteration 120F: 3 clusters Score -3073616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3073617.250000 Penalty: 5138.871094
	Iteration 121Q: 3 clusters Score -3073617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3073618.000000 Penalty: 5138.871094
	Iteration 122Q: 3 clusters Score -3073618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3073612.250000 Penalty: 5138.871094
	Iteration 123Q: 3 clusters Score -3073612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3073612.250000 Penalty: 5138.871094
	Iteration 124Q: 3 clusters Score -3073612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3073612.750000 Penalty: 5138.871094
	Iteration 125Q: 3 clusters Score -3073613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3073612.750000 Penalty: 5138.871094
	Iteration 126F: 3 clusters Score -3073613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (135922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135922 members 
Entering Unmasked Estep 
Score: -14510689.000000 Penalty: 2931.319580
	Iteration 0F: 2 clusters Score -1.451069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -14419524.000000 Penalty: 5862.639160
	Iteration 0F: 3 clusters Score -1.441952e+07 nChanged 64990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -14457239.000000 Penalty: 5862.639160
	Iteration 1F: 3 clusters Score -1.445724e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -14458363.000000 Penalty: 5862.639160
	Iteration 2Q: 3 clusters Score -1.445836e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -14459900.000000 Penalty: 5862.639160
	Iteration 3Q: 3 clusters Score -1.44599e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -14461565.000000 Penalty: 5862.639160
	Iteration 4Q: 3 clusters Score -1.446156e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -14463625.000000 Penalty: 5862.639160
	Iteration 5Q: 3 clusters Score -1.446362e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -14466321.000000 Penalty: 5862.639160
	Iteration 6Q: 3 clusters Score -1.446632e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -14469332.000000 Penalty: 5862.639160
	Iteration 7Q: 3 clusters Score -1.446933e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -14473036.000000 Penalty: 5862.639160
	Iteration 8F: 3 clusters Score -1.447304e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -14477143.000000 Penalty: 5862.639160
	Iteration 9F: 3 clusters Score -1.447714e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -14481665.000000 Penalty: 5862.639160
	Iteration 10F: 3 clusters Score -1.448166e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -14486776.000000 Penalty: 5862.639160
	Iteration 11F: 3 clusters Score -1.448678e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -14491792.000000 Penalty: 5862.639160
	Iteration 12Q: 3 clusters Score -1.449179e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 116295 members 
Entering Unmasked Estep 
Score: -14496188.000000 Penalty: 5862.639160
	Iteration 13Q: 3 clusters Score -1.449619e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -14499383.000000 Penalty: 5862.639160
	Iteration 14Q: 3 clusters Score -1.449938e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -14501586.000000 Penalty: 5862.639160
	Iteration 15Q: 3 clusters Score -1.450159e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 125801 members 
Entering Unmasked Estep 
Score: -14503148.000000 Penalty: 5862.639160
	Iteration 16Q: 3 clusters Score -1.450315e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 127688 members 
Entering Unmasked Estep 
Score: -14504236.000000 Penalty: 5862.639160
	Iteration 17Q: 3 clusters Score -1.450424e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -14505202.000000 Penalty: 5862.639160
	Iteration 18Q: 3 clusters Score -1.45052e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -14505845.000000 Penalty: 5862.639160
	Iteration 19Q: 3 clusters Score -1.450584e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 131559 members 
Entering Unmasked Estep 
Score: -14506427.000000 Penalty: 5862.639160
	Iteration 20F: 3 clusters Score -1.450643e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 132345 members 
Entering Unmasked Estep 
Score: -14506753.000000 Penalty: 5862.639160
	Iteration 21Q: 3 clusters Score -1.450675e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 132920 members 
Entering Unmasked Estep 
Score: -14507032.000000 Penalty: 5862.639160
	Iteration 22Q: 3 clusters Score -1.450703e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 133382 members 
Entering Unmasked Estep 
Score: -14507255.000000 Penalty: 5862.639160
	Iteration 23Q: 3 clusters Score -1.450726e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 133717 members 
Entering Unmasked Estep 
Score: -14507456.000000 Penalty: 5862.639160
	Iteration 24Q: 3 clusters Score -1.450746e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 133954 members 
Entering Unmasked Estep 
Score: -14507636.000000 Penalty: 5862.639160
	Iteration 25Q: 3 clusters Score -1.450764e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 134141 members 
Entering Unmasked Estep 
Score: -14507736.000000 Penalty: 5862.639160
	Iteration 26Q: 3 clusters Score -1.450774e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -14507806.000000 Penalty: 5862.639160
	Iteration 27Q: 3 clusters Score -1.450781e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -14507869.000000 Penalty: 5862.639160
	Iteration 28Q: 3 clusters Score -1.450787e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 134531 members 
Entering Unmasked Estep 
Score: -14507933.000000 Penalty: 5862.639160
	Iteration 29Q: 3 clusters Score -1.450793e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 134609 members 
Entering Unmasked Estep 
Score: -14507989.000000 Penalty: 5862.639160
	Iteration 30Q: 3 clusters Score -1.450799e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -14508021.000000 Penalty: 5862.639160
	Iteration 31Q: 3 clusters Score -1.450802e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 134750 members 
Entering Unmasked Estep 
Score: -14508067.000000 Penalty: 5862.639160
	Iteration 32Q: 3 clusters Score -1.450807e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -14508068.000000 Penalty: 5862.639160
	Iteration 33Q: 3 clusters Score -1.450807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -14508078.000000 Penalty: 5862.639160
	Iteration 34Q: 3 clusters Score -1.450808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 134849 members 
Entering Unmasked Estep 
Score: -14508106.000000 Penalty: 5862.639160
	Iteration 35Q: 3 clusters Score -1.450811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 134867 members 
Entering Unmasked Estep 
Score: -14508127.000000 Penalty: 5862.639160
	Iteration 36Q: 3 clusters Score -1.450813e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -14508132.000000 Penalty: 5862.639160
	Iteration 37Q: 3 clusters Score -1.450813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 134910 members 
Entering Unmasked Estep 
Score: -14508137.000000 Penalty: 5862.639160
	Iteration 38Q: 3 clusters Score -1.450814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 134928 members 
Entering Unmasked Estep 
Score: -14508153.000000 Penalty: 5862.639160
	Iteration 39Q: 3 clusters Score -1.450815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 134936 members 
Entering Unmasked Estep 
Score: -14508155.000000 Penalty: 5862.639160
	Iteration 40F: 3 clusters Score -1.450816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 134948 members 
Entering Unmasked Estep 
Score: -14508152.000000 Penalty: 5862.639160
	Iteration 41Q: 3 clusters Score -1.450815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 134958 members 
Entering Unmasked Estep 
Score: -14508164.000000 Penalty: 5862.639160
	Iteration 42Q: 3 clusters Score -1.450816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 134973 members 
Entering Unmasked Estep 
Score: -14508178.000000 Penalty: 5862.639160
	Iteration 43Q: 3 clusters Score -1.450818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -14508168.000000 Penalty: 5862.639160
	Iteration 44Q: 3 clusters Score -1.450817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -14508182.000000 Penalty: 5862.639160
	Iteration 45Q: 3 clusters Score -1.450818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 135014 members 
Entering Unmasked Estep 
Score: -14508204.000000 Penalty: 5862.639160
	Iteration 46Q: 3 clusters Score -1.45082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -14508193.000000 Penalty: 5862.639160
	Iteration 47Q: 3 clusters Score -1.450819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 135037 members 
Entering Unmasked Estep 
Score: -14508195.000000 Penalty: 5862.639160
	Iteration 48Q: 3 clusters Score -1.45082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -14508203.000000 Penalty: 5862.639160
	Iteration 49Q: 3 clusters Score -1.45082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 135053 members 
Entering Unmasked Estep 
Score: -14508201.000000 Penalty: 5862.639160
	Iteration 50Q: 3 clusters Score -1.45082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -14508224.000000 Penalty: 5862.639160
	Iteration 51Q: 3 clusters Score -1.450822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -14508224.000000 Penalty: 5862.639160
	Iteration 52Q: 3 clusters Score -1.450822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -14508223.000000 Penalty: 5862.639160
	Iteration 53Q: 3 clusters Score -1.450822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -14508221.000000 Penalty: 5862.639160
	Iteration 54Q: 3 clusters Score -1.450822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 135072 members 
Entering Unmasked Estep 
Score: -14508220.000000 Penalty: 5862.639160
	Iteration 55Q: 3 clusters Score -1.450822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 135072 members 
Entering Unmasked Estep 
Score: -14508220.000000 Penalty: 5862.639160
	Iteration 56F: 3 clusters Score -1.450822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -112186.710938 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -112186.7 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: -110139.343750 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -110139.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110524.101562 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -110524.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110708.117188 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -110708.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110799.328125 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -110799.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110867.757812 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -110867.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110913.773438 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -110913.8 nChanged 22
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: -110946.945312 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -110946.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110971.335938 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -110971.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111011.953125 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -111012 nChanged 18
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: -111047.679688 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -111047.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111074.968750 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -111075 nChanged 11
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: -111086.328125 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -111086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111095.914062 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -111095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111101.921875 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -111101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111104.289062 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -111104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111104.289062 Penalty: 3506.235596
	Iteration 15F: 3 clusters Score -111104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -279937.843750 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -279937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -276796.218750 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -276796.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -277554.312500 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -277554.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -278024.218750 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -278024.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -278428.125000 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -278428.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278738.562500 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -278738.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -278963.718750 Penalty: 3938.706299
	Iteration 5F: 3 clusters Score -278963.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279100.125000 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -279100.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279180.781250 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -279180.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -279228.562500 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -279228.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -279260.000000 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -279260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279283.656250 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -279283.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -279300.500000 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -279300.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -279320.406250 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -279320.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279331.781250 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -279331.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -279341.125000 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -279341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -279347.906250 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -279347.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -279353.656250 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -279353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -279356.062500 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -279356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -279357.406250 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -279357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -279358.843750 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -279358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -279361.125000 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -279361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279362.750000 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -279362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -279365.281250 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -279365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -279367.937500 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -279367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -279368.156250 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -279368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -279368.531250 Penalty: 3938.706299
	Iteration 25Q: 3 clusters Score -279368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -279368.531250 Penalty: 3938.706299
	Iteration 26F: 3 clusters Score -279368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Entering Unmasked Estep 
Score: -8305504.500000 Penalty: 2803.216064
	Iteration 0F: 2 clusters Score -8305504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -8251077.500000 Penalty: 5606.432129
	Iteration 0F: 3 clusters Score -8251078 nChanged 38204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8272466.000000 Penalty: 5606.432129
	Iteration 1F: 3 clusters Score -8272466 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -8272936.000000 Penalty: 5606.432129
	Iteration 2Q: 3 clusters Score -8272936 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8273469.000000 Penalty: 5606.432129
	Iteration 3Q: 3 clusters Score -8273469 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8273940.000000 Penalty: 5606.432129
	Iteration 4Q: 3 clusters Score -8273940 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -8274644.000000 Penalty: 5606.432129
	Iteration 5Q: 3 clusters Score -8274644 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -8275650.500000 Penalty: 5606.432129
	Iteration 6Q: 3 clusters Score -8275650 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -8277555.000000 Penalty: 5606.432129
	Iteration 7Q: 3 clusters Score -8277555 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -8280874.000000 Penalty: 5606.432129
	Iteration 8F: 3 clusters Score -8280874 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -8286342.500000 Penalty: 5606.432129
	Iteration 9F: 3 clusters Score -8286342 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -8293227.500000 Penalty: 5606.432129
	Iteration 10F: 3 clusters Score -8293228 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -8298962.000000 Penalty: 5606.432129
	Iteration 11F: 3 clusters Score -8298962 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -8301700.000000 Penalty: 5606.432129
	Iteration 12Q: 3 clusters Score -8301700 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -8302633.500000 Penalty: 5606.432129
	Iteration 13Q: 3 clusters Score -8302634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -8302902.000000 Penalty: 5606.432129
	Iteration 14Q: 3 clusters Score -8302902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -8302949.000000 Penalty: 5606.432129
	Iteration 15Q: 3 clusters Score -8302949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -8302975.500000 Penalty: 5606.432129
	Iteration 16Q: 3 clusters Score -8302976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -8303000.500000 Penalty: 5606.432129
	Iteration 17Q: 3 clusters Score -8303000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -8303008.500000 Penalty: 5606.432129
	Iteration 18Q: 3 clusters Score -8303008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -8303021.500000 Penalty: 5606.432129
	Iteration 19Q: 3 clusters Score -8303022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -8303031.500000 Penalty: 5606.432129
	Iteration 20F: 3 clusters Score -8303032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -8303027.000000 Penalty: 5606.432129
	Iteration 21Q: 3 clusters Score -8303027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -8303030.000000 Penalty: 5606.432129
	Iteration 22Q: 3 clusters Score -8303030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -8303030.000000 Penalty: 5606.432129
	Iteration 23Q: 3 clusters Score -8303030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -8303030.000000 Penalty: 5606.432129
	Iteration 24F: 3 clusters Score -8303030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34783.730469 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -34783.73 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 224 members 
Entering Unmasked Estep 
Score: -33327.363281 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -33327.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33491.457031 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -33491.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33609.699219 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -33609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33668.234375 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -33668.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33702.347656 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -33702.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33745.734375 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -33745.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33864.582031 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -33864.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33944.656250 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -33944.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34003.292969 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34003.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34065.523438 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -34065.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34097.472656 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -34097.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34109.191406 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -34109.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34150.984375 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -34150.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34208.589844 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -34208.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34227.210938 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -34227.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34236.917969 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -34236.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34242.710938 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -34242.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34242.710938 Penalty: 2997.145996
	Iteration 17F: 3 clusters Score -34242.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -303268.812500 Penalty: 2019.808472
	Iteration 0F: 2 clusters Score -303268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -299775.218750 Penalty: 4039.616943
	Iteration 0F: 3 clusters Score -299775.2 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -300605.781250 Penalty: 4039.616943
	Iteration 1F: 3 clusters Score -300605.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -300803.093750 Penalty: 4039.616943
	Iteration 2F: 3 clusters Score -300803.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -300927.218750 Penalty: 4039.616943
	Iteration 3F: 3 clusters Score -300927.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -301015.031250 Penalty: 4039.616943
	Iteration 4Q: 3 clusters Score -301015 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -301072.875000 Penalty: 4039.616943
	Iteration 5Q: 3 clusters Score -301072.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -301106.375000 Penalty: 4039.616943
	Iteration 6Q: 3 clusters Score -301106.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -301138.000000 Penalty: 4039.616943
	Iteration 7Q: 3 clusters Score -301138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -301169.343750 Penalty: 4039.616943
	Iteration 8Q: 3 clusters Score -301169.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -301193.343750 Penalty: 4039.616943
	Iteration 9Q: 3 clusters Score -301193.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -301211.062500 Penalty: 4039.616943
	Iteration 10Q: 3 clusters Score -301211.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -301224.281250 Penalty: 4039.616943
	Iteration 11Q: 3 clusters Score -301224.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301235.656250 Penalty: 4039.616943
	Iteration 12Q: 3 clusters Score -301235.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301244.437500 Penalty: 4039.616943
	Iteration 13Q: 3 clusters Score -301244.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301251.562500 Penalty: 4039.616943
	Iteration 14Q: 3 clusters Score -301251.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -301258.343750 Penalty: 4039.616943
	Iteration 15Q: 3 clusters Score -301258.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -301266.937500 Penalty: 4039.616943
	Iteration 16Q: 3 clusters Score -301266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -301274.750000 Penalty: 4039.616943
	Iteration 17Q: 3 clusters Score -301274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301281.843750 Penalty: 4039.616943
	Iteration 18Q: 3 clusters Score -301281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -301287.843750 Penalty: 4039.616943
	Iteration 19Q: 3 clusters Score -301287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301292.937500 Penalty: 4039.616943
	Iteration 20F: 3 clusters Score -301292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -301296.968750 Penalty: 4039.616943
	Iteration 21Q: 3 clusters Score -301297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -301300.437500 Penalty: 4039.616943
	Iteration 22Q: 3 clusters Score -301300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -301303.468750 Penalty: 4039.616943
	Iteration 23Q: 3 clusters Score -301303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -301305.375000 Penalty: 4039.616943
	Iteration 24Q: 3 clusters Score -301305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -301307.562500 Penalty: 4039.616943
	Iteration 25Q: 3 clusters Score -301307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -301309.625000 Penalty: 4039.616943
	Iteration 26Q: 3 clusters Score -301309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -301311.000000 Penalty: 4039.616943
	Iteration 27Q: 3 clusters Score -301311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -301312.218750 Penalty: 4039.616943
	Iteration 28Q: 3 clusters Score -301312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -301312.531250 Penalty: 4039.616943
	Iteration 29Q: 3 clusters Score -301312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -301312.531250 Penalty: 4039.616943
	Iteration 30F: 3 clusters Score -301312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 328 members 
Entering Unmasked Estep 
Score: -53201.132812 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53201.13 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53454.175781 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53454.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53586.445312 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53586.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53705.457031 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -53705.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53809.992188 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53809.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53911.855469 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53911.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54185.878906 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -54185.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54521.843750 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -54521.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55296.523438 Penalty: 3215.621338
	Iteration 8F: 3 clusters Score -55296.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55630.851562 Penalty: 3215.621338
	Iteration 9F: 3 clusters Score -55630.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55837.593750 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -55837.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55913.816406 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -55913.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55929.363281 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -55929.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55929.363281 Penalty: 3215.621338
	Iteration 13F: 3 clusters Score -55929.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 247066 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 44522 members 
Mstep: Class 7 contains 347137 members 
Mstep: Class 8 contains 212134 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31591 members 
Mstep: Class 12 contains 135922 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 81088 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324585 members 
Mstep: Class 21 contains 253 members 
Entering Unmasked Estep 
Score: -158375392.000000 Penalty: 74147.679688
Splitting cluster 18 changes total score from -158375760.000000 to -158375392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71567.414062 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71567.41 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71834.585938 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71834.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71901.718750 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -71901.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71943.468750 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -71943.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71980.914062 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -71980.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72019.570312 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -72019.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72041.507812 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72041.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72058.820312 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72058.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72067.867188 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72067.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72090.945312 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -72090.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72111.101562 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -72111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72133.539062 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -72133.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72168.789062 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -72168.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72196.062500 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -72196.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72220.429688 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -72220.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72242.351562 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -72242.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72260.523438 Penalty: 3319.273682
	Iteration 16Q: 3 clusters Score -72260.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72274.468750 Penalty: 3319.273682
	Iteration 17Q: 3 clusters Score -72274.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72283.601562 Penalty: 3319.273682
	Iteration 18Q: 3 clusters Score -72283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72293.867188 Penalty: 3319.273682
	Iteration 19Q: 3 clusters Score -72293.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72305.828125 Penalty: 3319.273682
	Iteration 20F: 3 clusters Score -72305.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72318.429688 Penalty: 3319.273682
	Iteration 21Q: 3 clusters Score -72318.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72331.609375 Penalty: 3319.273682
	Iteration 22Q: 3 clusters Score -72331.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72352.375000 Penalty: 3319.273682
	Iteration 23Q: 3 clusters Score -72352.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72376.460938 Penalty: 3319.273682
	Iteration 24Q: 3 clusters Score -72376.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72404.242188 Penalty: 3319.273682
	Iteration 25Q: 3 clusters Score -72404.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72431.148438 Penalty: 3319.273682
	Iteration 26Q: 3 clusters Score -72431.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72442.492188 Penalty: 3319.273682
	Iteration 27Q: 3 clusters Score -72442.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72453.914062 Penalty: 3319.273682
	Iteration 28Q: 3 clusters Score -72453.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72468.625000 Penalty: 3319.273682
	Iteration 29Q: 3 clusters Score -72468.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72487.710938 Penalty: 3319.273682
	Iteration 30Q: 3 clusters Score -72487.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72513.039062 Penalty: 3319.273682
	Iteration 31Q: 3 clusters Score -72513.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72538.875000 Penalty: 3319.273682
	Iteration 32Q: 3 clusters Score -72538.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72562.960938 Penalty: 3319.273682
	Iteration 33Q: 3 clusters Score -72562.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72586.226562 Penalty: 3319.273682
	Iteration 34Q: 3 clusters Score -72586.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72613.445312 Penalty: 3319.273682
	Iteration 35Q: 3 clusters Score -72613.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -72648.710938 Penalty: 3319.273682
	Iteration 36Q: 3 clusters Score -72648.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72683.625000 Penalty: 3319.273682
	Iteration 37Q: 3 clusters Score -72683.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72713.250000 Penalty: 3319.273682
	Iteration 38Q: 3 clusters Score -72713.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72738.421875 Penalty: 3319.273682
	Iteration 39Q: 3 clusters Score -72738.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -72777.632812 Penalty: 3319.273682
	Iteration 40F: 3 clusters Score -72777.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72859.687500 Penalty: 3319.273682
	Iteration 41Q: 3 clusters Score -72859.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72993.265625 Penalty: 3319.273682
	Iteration 42Q: 3 clusters Score -72993.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73365.015625 Penalty: 3319.273682
	Iteration 43Q: 3 clusters Score -73365.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73381.609375 Penalty: 3319.273682
	Iteration 44Q: 3 clusters Score -73381.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73381.609375 Penalty: 3319.273682
	Iteration 45F: 3 clusters Score -73381.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 247066 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 44522 members 
Mstep: Class 7 contains 347137 members 
Mstep: Class 8 contains 212134 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31591 members 
Mstep: Class 12 contains 135922 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 81088 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 370 members 
Mstep: Class 20 contains 324585 members 
Mstep: Class 21 contains 436 members 
Entering Unmasked Estep 
Score: -158374064.000000 Penalty: 74147.679688
Splitting cluster 19 changes total score from -158375760.000000 to -158374064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (324585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324585 members 
Entering Unmasked Estep 
Score: -34429664.000000 Penalty: 3147.195068
	Iteration 0F: 2 clusters Score -3.442966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162450 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -34214788.000000 Penalty: 6294.390137
	Iteration 0F: 3 clusters Score -3.421479e+07 nChanged 157574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -34308592.000000 Penalty: 6294.390137
	Iteration 1F: 3 clusters Score -3.430859e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173229 members 
Mstep: Class 2 contains 151356 members 
Entering Unmasked Estep 
Score: -34309600.000000 Penalty: 6294.390137
	Iteration 2Q: 3 clusters Score -3.43096e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179097 members 
Mstep: Class 2 contains 145488 members 
Entering Unmasked Estep 
Score: -34311436.000000 Penalty: 6294.390137
	Iteration 3Q: 3 clusters Score -3.431144e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187977 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -34314624.000000 Penalty: 6294.390137
	Iteration 4Q: 3 clusters Score -3.431462e+07 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201054 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -34320224.000000 Penalty: 6294.390137
	Iteration 5Q: 3 clusters Score -3.432022e+07 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219430 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -34330768.000000 Penalty: 6294.390137
	Iteration 6F: 3 clusters Score -3.433077e+07 nChanged 24258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243476 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -34348012.000000 Penalty: 6294.390137
	Iteration 7F: 3 clusters Score -3.434801e+07 nChanged 27397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270813 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -34372356.000000 Penalty: 6294.390137
	Iteration 8F: 3 clusters Score -3.437236e+07 nChanged 24704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295515 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -34396892.000000 Penalty: 6294.390137
	Iteration 9F: 3 clusters Score -3.439689e+07 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312035 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -34414248.000000 Penalty: 6294.390137
	Iteration 10F: 3 clusters Score -3.441425e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320242 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -34422968.000000 Penalty: 6294.390137
	Iteration 11Q: 3 clusters Score -3.442297e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323261 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -34425636.000000 Penalty: 6294.390137
	Iteration 12Q: 3 clusters Score -3.442564e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324083 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -34426388.000000 Penalty: 6294.390137
	Iteration 13Q: 3 clusters Score -3.442639e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34426632.000000 Penalty: 6294.390137
	Iteration 14Q: 3 clusters Score -3.442663e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324360 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34426740.000000 Penalty: 6294.390137
	Iteration 15Q: 3 clusters Score -3.442674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324383 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34426796.000000 Penalty: 6294.390137
	Iteration 16Q: 3 clusters Score -3.44268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324391 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34426820.000000 Penalty: 6294.390137
	Iteration 17Q: 3 clusters Score -3.442682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324394 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34426816.000000 Penalty: 6294.390137
	Iteration 18Q: 3 clusters Score -3.442682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324395 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34426828.000000 Penalty: 6294.390137
	Iteration 19Q: 3 clusters Score -3.442683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324397 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34426828.000000 Penalty: 6294.390137
	Iteration 20F: 3 clusters Score -3.442683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324397 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34426840.000000 Penalty: 6294.390137
	Iteration 21Q: 3 clusters Score -3.442684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324397 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34426852.000000 Penalty: 6294.390137
	Iteration 22Q: 3 clusters Score -3.442685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324399 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34426848.000000 Penalty: 6294.390137
	Iteration 23Q: 3 clusters Score -3.442685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324400 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34426860.000000 Penalty: 6294.390137
	Iteration 24Q: 3 clusters Score -3.442686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324401 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34426848.000000 Penalty: 6294.390137
	Iteration 25Q: 3 clusters Score -3.442685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34426864.000000 Penalty: 6294.390137
	Iteration 26Q: 3 clusters Score -3.442686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34426864.000000 Penalty: 6294.390137
	Iteration 27F: 3 clusters Score -3.442686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 247066 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 44522 members 
Mstep: Class 7 contains 347137 members 
Mstep: Class 8 contains 212134 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31591 members 
Mstep: Class 12 contains 135922 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 81088 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376064.000000 Penalty: 70616.835938
Iteration 359Q: 21 clusters Score -1.583761e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 246613 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 26465 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 44969 members 
Mstep: Class 7 contains 347357 members 
Mstep: Class 8 contains 212102 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31586 members 
Mstep: Class 12 contains 135946 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 81020 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375872.000000 Penalty: 70616.835938
Iteration 360F: 21 clusters Score -1.583759e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 246170 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 26456 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 45433 members 
Mstep: Class 7 contains 347470 members 
Mstep: Class 8 contains 212078 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31576 members 
Mstep: Class 12 contains 135990 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 15 contains 80972 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375664.000000 Penalty: 70616.835938
Iteration 361Q: 21 clusters Score -1.583757e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 245745 members 
Mstep: Class 3 contains 4762 members 
Mstep: Class 4 contains 26440 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 45905 members 
Mstep: Class 7 contains 347598 members 
Mstep: Class 8 contains 212029 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31577 members 
Mstep: Class 12 contains 136025 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 80916 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375568.000000 Penalty: 70616.835938
Iteration 362Q: 21 clusters Score -1.583756e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 245353 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 26422 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 46322 members 
Mstep: Class 7 contains 347773 members 
Mstep: Class 8 contains 211971 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 136046 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 15 contains 80875 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375840.000000 Penalty: 70616.835938
Iteration 363Q: 21 clusters Score -1.583758e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 244970 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 26408 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 347964 members 
Mstep: Class 8 contains 211909 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31580 members 
Mstep: Class 12 contains 136081 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 80823 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375824.000000 Penalty: 70616.835938
Iteration 364Q: 21 clusters Score -1.583758e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 244598 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 26407 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 47192 members 
Mstep: Class 7 contains 348107 members 
Mstep: Class 8 contains 211874 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31579 members 
Mstep: Class 12 contains 136106 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 15 contains 80761 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376304.000000 Penalty: 70616.835938
Iteration 365Q: 21 clusters Score -1.583763e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 244209 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 26393 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 47677 members 
Mstep: Class 7 contains 348224 members 
Mstep: Class 8 contains 211850 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31579 members 
Mstep: Class 12 contains 136154 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 80668 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376080.000000 Penalty: 70616.835938
Iteration 366Q: 21 clusters Score -1.583761e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 243795 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 26380 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 48135 members 
Mstep: Class 7 contains 348433 members 
Mstep: Class 8 contains 211828 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31573 members 
Mstep: Class 12 contains 136172 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 80579 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376496.000000 Penalty: 70616.835938
Iteration 367Q: 21 clusters Score -1.583765e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 243395 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 26364 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 48562 members 
Mstep: Class 7 contains 348753 members 
Mstep: Class 8 contains 211834 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 136188 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 80507 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376480.000000 Penalty: 70616.835938
Iteration 368Q: 21 clusters Score -1.583765e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 243016 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 26356 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 48978 members 
Mstep: Class 7 contains 349119 members 
Mstep: Class 8 contains 211832 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31566 members 
Mstep: Class 12 contains 136191 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 80461 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376320.000000 Penalty: 70616.835938
Iteration 369Q: 21 clusters Score -1.583763e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 242609 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 26365 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 49390 members 
Mstep: Class 7 contains 349440 members 
Mstep: Class 8 contains 211860 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31577 members 
Mstep: Class 12 contains 136202 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 80434 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376368.000000 Penalty: 70616.835938
Iteration 370Q: 21 clusters Score -1.583764e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 242272 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 26363 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49762 members 
Mstep: Class 7 contains 349702 members 
Mstep: Class 8 contains 211872 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 136217 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 80416 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376288.000000 Penalty: 70616.835938
Iteration 371Q: 21 clusters Score -1.583763e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 241945 members 
Mstep: Class 3 contains 4652 members 
Mstep: Class 4 contains 26363 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 50144 members 
Mstep: Class 7 contains 349927 members 
Mstep: Class 8 contains 211899 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31567 members 
Mstep: Class 12 contains 136231 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 80398 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376496.000000 Penalty: 70616.835938
Iteration 372Q: 21 clusters Score -1.583765e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 241639 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 26365 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 50543 members 
Mstep: Class 7 contains 350175 members 
Mstep: Class 8 contains 211912 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31551 members 
Mstep: Class 12 contains 136236 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 80346 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376224.000000 Penalty: 70616.835938
Iteration 373Q: 21 clusters Score -1.583762e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 241305 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 26370 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 50957 members 
Mstep: Class 7 contains 350377 members 
Mstep: Class 8 contains 211970 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31542 members 
Mstep: Class 12 contains 136205 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 80294 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376400.000000 Penalty: 70616.835938
Iteration 374Q: 21 clusters Score -1.583764e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 240996 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 26368 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 51370 members 
Mstep: Class 7 contains 350457 members 
Mstep: Class 8 contains 212040 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31547 members 
Mstep: Class 12 contains 136193 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 80247 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 322082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376432.000000 Penalty: 70616.835938
Iteration 375Q: 21 clusters Score -1.583764e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 240682 members 
Mstep: Class 3 contains 4613 members 
Mstep: Class 4 contains 26366 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 51792 members 
Mstep: Class 7 contains 350583 members 
Mstep: Class 8 contains 212082 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 136164 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 80203 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 321908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376416.000000 Penalty: 70616.835938
Iteration 376Q: 21 clusters Score -1.583764e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 240437 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 26375 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 52217 members 
Mstep: Class 7 contains 350690 members 
Mstep: Class 8 contains 212096 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31554 members 
Mstep: Class 12 contains 136105 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 80139 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 321743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376832.000000 Penalty: 70616.835938
Iteration 377Q: 21 clusters Score -1.583768e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 240195 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 26385 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 52632 members 
Mstep: Class 7 contains 350857 members 
Mstep: Class 8 contains 212150 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31547 members 
Mstep: Class 12 contains 135995 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 80072 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 321538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377104.000000 Penalty: 70616.835938
Iteration 378Q: 21 clusters Score -1.583771e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 239949 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 26404 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 53048 members 
Mstep: Class 7 contains 351026 members 
Mstep: Class 8 contains 212191 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31550 members 
Mstep: Class 12 contains 135902 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 80020 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 321295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376736.000000 Penalty: 70616.835938
Iteration 379Q: 21 clusters Score -1.583767e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 239697 members 
Mstep: Class 3 contains 4562 members 
Mstep: Class 4 contains 26421 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 53450 members 
Mstep: Class 7 contains 351231 members 
Mstep: Class 8 contains 212243 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31557 members 
Mstep: Class 12 contains 135777 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 79988 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 321043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376576.000000 Penalty: 70616.835938
Iteration 380F: 21 clusters Score -1.583766e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 239426 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 26446 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 53882 members 
Mstep: Class 7 contains 351434 members 
Mstep: Class 8 contains 212275 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 12 contains 135692 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2825 members 
Mstep: Class 15 contains 79924 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 320790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376400.000000 Penalty: 70616.835938
Iteration 381Q: 21 clusters Score -1.583764e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 239170 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 26464 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 54286 members 
Mstep: Class 7 contains 351729 members 
Mstep: Class 8 contains 212262 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 12 contains 135592 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2829 members 
Mstep: Class 15 contains 79884 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 320503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376096.000000 Penalty: 70616.835938
Iteration 382Q: 21 clusters Score -1.583761e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 238860 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 26477 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 54685 members 
Mstep: Class 7 contains 352107 members 
Mstep: Class 8 contains 212274 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31550 members 
Mstep: Class 12 contains 135496 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 79862 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 320145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376224.000000 Penalty: 70616.835938
Iteration 383Q: 21 clusters Score -1.583762e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 238544 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 55062 members 
Mstep: Class 7 contains 352478 members 
Mstep: Class 8 contains 212346 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31542 members 
Mstep: Class 12 contains 135408 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 79835 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3442 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 319768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376624.000000 Penalty: 70616.835938
Iteration 384Q: 21 clusters Score -1.583766e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 238200 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 26489 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 55446 members 
Mstep: Class 7 contains 352895 members 
Mstep: Class 8 contains 212411 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31543 members 
Mstep: Class 12 contains 135360 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2840 members 
Mstep: Class 15 contains 79827 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 319312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376576.000000 Penalty: 70616.835938
Iteration 385Q: 21 clusters Score -1.583766e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 237872 members 
Mstep: Class 3 contains 4496 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 55873 members 
Mstep: Class 7 contains 353319 members 
Mstep: Class 8 contains 212458 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31540 members 
Mstep: Class 12 contains 135307 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 79793 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 318830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376384.000000 Penalty: 70616.835938
Iteration 386Q: 21 clusters Score -1.583764e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 237556 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 26525 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 56282 members 
Mstep: Class 7 contains 353700 members 
Mstep: Class 8 contains 212522 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31540 members 
Mstep: Class 12 contains 135275 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 79756 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 318346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376512.000000 Penalty: 70616.835938
Iteration 387Q: 21 clusters Score -1.583765e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 237260 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 26544 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 56656 members 
Mstep: Class 7 contains 354037 members 
Mstep: Class 8 contains 212572 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31540 members 
Mstep: Class 12 contains 135273 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 79742 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 317847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376304.000000 Penalty: 70616.835938
Iteration 388Q: 21 clusters Score -1.583763e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 236934 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 26565 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 57069 members 
Mstep: Class 7 contains 354426 members 
Mstep: Class 8 contains 212626 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31537 members 
Mstep: Class 12 contains 135242 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 79719 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 317321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376160.000000 Penalty: 70616.835938
Iteration 389Q: 21 clusters Score -1.583762e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 236587 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 26580 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 57444 members 
Mstep: Class 7 contains 354805 members 
Mstep: Class 8 contains 212735 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31538 members 
Mstep: Class 12 contains 135220 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 79694 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 316794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376976.000000 Penalty: 70616.835938
Iteration 390Q: 21 clusters Score -1.58377e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 236268 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 26610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 57824 members 
Mstep: Class 7 contains 355109 members 
Mstep: Class 8 contains 212843 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31534 members 
Mstep: Class 12 contains 135197 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 79675 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 316304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377120.000000 Penalty: 70616.835938
Iteration 391Q: 21 clusters Score -1.583771e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 235954 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 26637 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 58196 members 
Mstep: Class 7 contains 355450 members 
Mstep: Class 8 contains 212960 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31528 members 
Mstep: Class 12 contains 135133 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 79669 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 315797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377408.000000 Penalty: 70616.835938
Iteration 392Q: 21 clusters Score -1.583774e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 235656 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 26657 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 58537 members 
Mstep: Class 7 contains 355738 members 
Mstep: Class 8 contains 213113 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31534 members 
Mstep: Class 12 contains 135067 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 15 contains 79673 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 315298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377648.000000 Penalty: 70616.835938
Iteration 393Q: 21 clusters Score -1.583776e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 235364 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 26657 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 58854 members 
Mstep: Class 7 contains 356032 members 
Mstep: Class 8 contains 213257 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31538 members 
Mstep: Class 12 contains 134964 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2870 members 
Mstep: Class 15 contains 79676 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 314878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377712.000000 Penalty: 70616.835938
Iteration 394Q: 21 clusters Score -1.583777e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 235108 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 26667 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 59138 members 
Mstep: Class 7 contains 356340 members 
Mstep: Class 8 contains 213415 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31547 members 
Mstep: Class 12 contains 134815 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 79695 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 314435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377472.000000 Penalty: 70616.835938
Iteration 395Q: 21 clusters Score -1.583775e+08 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 234903 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 26692 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 59447 members 
Mstep: Class 7 contains 356626 members 
Mstep: Class 8 contains 213571 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 134592 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2877 members 
Mstep: Class 15 contains 79710 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 314017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377600.000000 Penalty: 70616.835938
Iteration 396Q: 21 clusters Score -1.583776e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 234718 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 26712 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 59735 members 
Mstep: Class 7 contains 356977 members 
Mstep: Class 8 contains 213712 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31566 members 
Mstep: Class 12 contains 134384 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 79724 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 313565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377232.000000 Penalty: 70616.835938
Iteration 397Q: 21 clusters Score -1.583772e+08 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 234559 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 26727 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 357179 members 
Mstep: Class 8 contains 213888 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31574 members 
Mstep: Class 12 contains 134204 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 79719 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 313171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377424.000000 Penalty: 70616.835938
Iteration 398Q: 21 clusters Score -1.583774e+08 nChanged 3589
Entering ConstructFrom: 
Score: -158377424.000000 Penalty: 70616.835938
Entering ConstructFrom: 
Trying to split cluster 1 (55994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Entering Unmasked Estep 
Score: -6005160.000000 Penalty: 2711.383789
	Iteration 0F: 2 clusters Score -6005160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5967493.500000 Penalty: 5422.767578
	Iteration 0F: 3 clusters Score -5967494 nChanged 26061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5982480.500000 Penalty: 5422.767578
	Iteration 1F: 3 clusters Score -5982480 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5983507.500000 Penalty: 5422.767578
	Iteration 2Q: 3 clusters Score -5983508 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5984921.500000 Penalty: 5422.767578
	Iteration 3Q: 3 clusters Score -5984922 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5986733.000000 Penalty: 5422.767578
	Iteration 4F: 3 clusters Score -5986733 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5989055.500000 Penalty: 5422.767578
	Iteration 5F: 3 clusters Score -5989056 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -5991607.000000 Penalty: 5422.767578
	Iteration 6F: 3 clusters Score -5991607 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5994138.000000 Penalty: 5422.767578
	Iteration 7F: 3 clusters Score -5994138 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5995947.500000 Penalty: 5422.767578
	Iteration 8F: 3 clusters Score -5995948 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5997202.000000 Penalty: 5422.767578
	Iteration 9Q: 3 clusters Score -5997202 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -5998012.000000 Penalty: 5422.767578
	Iteration 10Q: 3 clusters Score -5998012 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -5998587.500000 Penalty: 5422.767578
	Iteration 11Q: 3 clusters Score -5998588 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -5999127.500000 Penalty: 5422.767578
	Iteration 12Q: 3 clusters Score -5999128 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5999754.000000 Penalty: 5422.767578
	Iteration 13Q: 3 clusters Score -5999754 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -6000388.000000 Penalty: 5422.767578
	Iteration 14Q: 3 clusters Score -6000388 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -6001168.500000 Penalty: 5422.767578
	Iteration 15Q: 3 clusters Score -6001168 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -6002044.000000 Penalty: 5422.767578
	Iteration 16Q: 3 clusters Score -6002044 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -6002916.500000 Penalty: 5422.767578
	Iteration 17Q: 3 clusters Score -6002916 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6003808.500000 Penalty: 5422.767578
	Iteration 18Q: 3 clusters Score -6003808 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6004615.500000 Penalty: 5422.767578
	Iteration 19Q: 3 clusters Score -6004616 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -6005180.500000 Penalty: 5422.767578
	Iteration 20F: 3 clusters Score -6005180 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -6005582.500000 Penalty: 5422.767578
	Iteration 21Q: 3 clusters Score -6005582 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -6005855.000000 Penalty: 5422.767578
	Iteration 22Q: 3 clusters Score -6005855 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -6006023.000000 Penalty: 5422.767578
	Iteration 23Q: 3 clusters Score -6006023 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -6006140.500000 Penalty: 5422.767578
	Iteration 24Q: 3 clusters Score -6006140 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -6006245.000000 Penalty: 5422.767578
	Iteration 25Q: 3 clusters Score -6006245 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -6006318.500000 Penalty: 5422.767578
	Iteration 26Q: 3 clusters Score -6006318 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -6006383.000000 Penalty: 5422.767578
	Iteration 27Q: 3 clusters Score -6006383 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -6006425.500000 Penalty: 5422.767578
	Iteration 28Q: 3 clusters Score -6006426 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -6006458.000000 Penalty: 5422.767578
	Iteration 29Q: 3 clusters Score -6006458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -6006485.500000 Penalty: 5422.767578
	Iteration 30Q: 3 clusters Score -6006486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -6006487.000000 Penalty: 5422.767578
	Iteration 31Q: 3 clusters Score -6006487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -6006500.500000 Penalty: 5422.767578
	Iteration 32Q: 3 clusters Score -6006500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6006504.500000 Penalty: 5422.767578
	Iteration 33Q: 3 clusters Score -6006504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -6006513.500000 Penalty: 5422.767578
	Iteration 34Q: 3 clusters Score -6006514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6006512.000000 Penalty: 5422.767578
	Iteration 35Q: 3 clusters Score -6006512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -6006524.500000 Penalty: 5422.767578
	Iteration 36Q: 3 clusters Score -6006524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6006531.500000 Penalty: 5422.767578
	Iteration 37Q: 3 clusters Score -6006532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -6006531.500000 Penalty: 5422.767578
	Iteration 38Q: 3 clusters Score -6006532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -6006523.000000 Penalty: 5422.767578
	Iteration 39Q: 3 clusters Score -6006523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6006528.000000 Penalty: 5422.767578
	Iteration 40F: 3 clusters Score -6006528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -6006533.000000 Penalty: 5422.767578
	Iteration 41Q: 3 clusters Score -6006533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -6006537.000000 Penalty: 5422.767578
	Iteration 42Q: 3 clusters Score -6006537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -6006535.000000 Penalty: 5422.767578
	Iteration 43Q: 3 clusters Score -6006535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -6006531.000000 Penalty: 5422.767578
	Iteration 44Q: 3 clusters Score -6006531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6006533.000000 Penalty: 5422.767578
	Iteration 45Q: 3 clusters Score -6006533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6006533.000000 Penalty: 5422.767578
	Iteration 46F: 3 clusters Score -6006533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 234396 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 26749 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 60254 members 
Mstep: Class 7 contains 357351 members 
Mstep: Class 8 contains 214147 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31571 members 
Mstep: Class 12 contains 134008 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 79746 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 312793 members 
Mstep: Class 21 contains 16382 members 
Entering Unmasked Estep 
Score: -158377648.000000 Penalty: 74147.679688
Splitting cluster 1 changes total score from -158377424.000000 to -158377648.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (234396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234396 members 
Entering Unmasked Estep 
Score: -24884854.000000 Penalty: 3066.462158
	Iteration 0F: 2 clusters Score -2.488485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
Score: -24730588.000000 Penalty: 6132.924316
	Iteration 0F: 3 clusters Score -2.473059e+07 nChanged 112559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 127281 members 
Entering Unmasked Estep 
Score: -24799084.000000 Penalty: 6132.924316
	Iteration 1F: 3 clusters Score -2.479908e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 133361 members 
Entering Unmasked Estep 
Score: -24802288.000000 Penalty: 6132.924316
	Iteration 2Q: 3 clusters Score -2.480229e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 142590 members 
Entering Unmasked Estep 
Score: -24807710.000000 Penalty: 6132.924316
	Iteration 3F: 3 clusters Score -2.480771e+07 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 155723 members 
Entering Unmasked Estep 
Score: -24817792.000000 Penalty: 6132.924316
	Iteration 4F: 3 clusters Score -2.481779e+07 nChanged 18709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -24832738.000000 Penalty: 6132.924316
	Iteration 5F: 3 clusters Score -2.483274e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 190364 members 
Entering Unmasked Estep 
Score: -24849868.000000 Penalty: 6132.924316
	Iteration 6F: 3 clusters Score -2.484987e+07 nChanged 16404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 205630 members 
Entering Unmasked Estep 
Score: -24864070.000000 Penalty: 6132.924316
	Iteration 7F: 3 clusters Score -2.486407e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 215720 members 
Entering Unmasked Estep 
Score: -24873328.000000 Penalty: 6132.924316
	Iteration 8Q: 3 clusters Score -2.487333e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 221159 members 
Entering Unmasked Estep 
Score: -24878664.000000 Penalty: 6132.924316
	Iteration 9Q: 3 clusters Score -2.487866e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 223693 members 
Entering Unmasked Estep 
Score: -24881278.000000 Penalty: 6132.924316
	Iteration 10Q: 3 clusters Score -2.488128e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -24882468.000000 Penalty: 6132.924316
	Iteration 11Q: 3 clusters Score -2.488247e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 225715 members 
Entering Unmasked Estep 
Score: -24882814.000000 Penalty: 6132.924316
	Iteration 12Q: 3 clusters Score -2.488281e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 226343 members 
Entering Unmasked Estep 
Score: -24883168.000000 Penalty: 6132.924316
	Iteration 13Q: 3 clusters Score -2.488317e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 226807 members 
Entering Unmasked Estep 
Score: -24883326.000000 Penalty: 6132.924316
	Iteration 14Q: 3 clusters Score -2.488333e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 227187 members 
Entering Unmasked Estep 
Score: -24883472.000000 Penalty: 6132.924316
	Iteration 15Q: 3 clusters Score -2.488347e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 227537 members 
Entering Unmasked Estep 
Score: -24883544.000000 Penalty: 6132.924316
	Iteration 16Q: 3 clusters Score -2.488354e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 227870 members 
Entering Unmasked Estep 
Score: -24883620.000000 Penalty: 6132.924316
	Iteration 17Q: 3 clusters Score -2.488362e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -24883690.000000 Penalty: 6132.924316
	Iteration 18Q: 3 clusters Score -2.488369e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 228332 members 
Entering Unmasked Estep 
Score: -24883732.000000 Penalty: 6132.924316
	Iteration 19Q: 3 clusters Score -2.488373e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 228500 members 
Entering Unmasked Estep 
Score: -24883754.000000 Penalty: 6132.924316
	Iteration 20F: 3 clusters Score -2.488375e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 228655 members 
Entering Unmasked Estep 
Score: -24883814.000000 Penalty: 6132.924316
	Iteration 21Q: 3 clusters Score -2.488381e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 228775 members 
Entering Unmasked Estep 
Score: -24883786.000000 Penalty: 6132.924316
	Iteration 22Q: 3 clusters Score -2.488379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 228879 members 
Entering Unmasked Estep 
Score: -24883828.000000 Penalty: 6132.924316
	Iteration 23Q: 3 clusters Score -2.488383e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 228980 members 
Entering Unmasked Estep 
Score: -24883846.000000 Penalty: 6132.924316
	Iteration 24Q: 3 clusters Score -2.488385e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 229053 members 
Entering Unmasked Estep 
Score: -24883852.000000 Penalty: 6132.924316
	Iteration 25Q: 3 clusters Score -2.488385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 229114 members 
Entering Unmasked Estep 
Score: -24883876.000000 Penalty: 6132.924316
	Iteration 26Q: 3 clusters Score -2.488388e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 229176 members 
Entering Unmasked Estep 
Score: -24883902.000000 Penalty: 6132.924316
	Iteration 27Q: 3 clusters Score -2.48839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 229230 members 
Entering Unmasked Estep 
Score: -24883902.000000 Penalty: 6132.924316
	Iteration 28Q: 3 clusters Score -2.48839e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 229270 members 
Entering Unmasked Estep 
Score: -24883882.000000 Penalty: 6132.924316
	Iteration 29Q: 3 clusters Score -2.488388e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 229319 members 
Entering Unmasked Estep 
Score: -24883908.000000 Penalty: 6132.924316
	Iteration 30Q: 3 clusters Score -2.488391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 229352 members 
Entering Unmasked Estep 
Score: -24883920.000000 Penalty: 6132.924316
	Iteration 31Q: 3 clusters Score -2.488392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 229391 members 
Entering Unmasked Estep 
Score: -24883918.000000 Penalty: 6132.924316
	Iteration 32Q: 3 clusters Score -2.488392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 229419 members 
Entering Unmasked Estep 
Score: -24883936.000000 Penalty: 6132.924316
	Iteration 33Q: 3 clusters Score -2.488394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 229441 members 
Entering Unmasked Estep 
Score: -24883936.000000 Penalty: 6132.924316
	Iteration 34Q: 3 clusters Score -2.488394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 229472 members 
Entering Unmasked Estep 
Score: -24883950.000000 Penalty: 6132.924316
	Iteration 35Q: 3 clusters Score -2.488395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 229502 members 
Entering Unmasked Estep 
Score: -24883982.000000 Penalty: 6132.924316
	Iteration 36Q: 3 clusters Score -2.488398e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 229530 members 
Entering Unmasked Estep 
Score: -24883996.000000 Penalty: 6132.924316
	Iteration 37Q: 3 clusters Score -2.4884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 229555 members 
Entering Unmasked Estep 
Score: -24883956.000000 Penalty: 6132.924316
	Iteration 38Q: 3 clusters Score -2.488396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 229577 members 
Entering Unmasked Estep 
Score: -24883990.000000 Penalty: 6132.924316
	Iteration 39Q: 3 clusters Score -2.488399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 229596 members 
Entering Unmasked Estep 
Score: -24883996.000000 Penalty: 6132.924316
	Iteration 40F: 3 clusters Score -2.4884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -24884042.000000 Penalty: 6132.924316
	Iteration 41Q: 3 clusters Score -2.488404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 229639 members 
Entering Unmasked Estep 
Score: -24884028.000000 Penalty: 6132.924316
	Iteration 42Q: 3 clusters Score -2.488403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 229655 members 
Entering Unmasked Estep 
Score: -24884032.000000 Penalty: 6132.924316
	Iteration 43Q: 3 clusters Score -2.488403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 229665 members 
Entering Unmasked Estep 
Score: -24884032.000000 Penalty: 6132.924316
	Iteration 44Q: 3 clusters Score -2.488403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 229676 members 
Entering Unmasked Estep 
Score: -24884018.000000 Penalty: 6132.924316
	Iteration 45Q: 3 clusters Score -2.488402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 229685 members 
Entering Unmasked Estep 
Score: -24884024.000000 Penalty: 6132.924316
	Iteration 46Q: 3 clusters Score -2.488402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 229698 members 
Entering Unmasked Estep 
Score: -24884046.000000 Penalty: 6132.924316
	Iteration 47Q: 3 clusters Score -2.488405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 229712 members 
Entering Unmasked Estep 
Score: -24884022.000000 Penalty: 6132.924316
	Iteration 48Q: 3 clusters Score -2.488402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 229726 members 
Entering Unmasked Estep 
Score: -24884020.000000 Penalty: 6132.924316
	Iteration 49Q: 3 clusters Score -2.488402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 229736 members 
Entering Unmasked Estep 
Score: -24884026.000000 Penalty: 6132.924316
	Iteration 50Q: 3 clusters Score -2.488403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 229742 members 
Entering Unmasked Estep 
Score: -24884030.000000 Penalty: 6132.924316
	Iteration 51Q: 3 clusters Score -2.488403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 229747 members 
Entering Unmasked Estep 
Score: -24884044.000000 Penalty: 6132.924316
	Iteration 52Q: 3 clusters Score -2.488404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 229755 members 
Entering Unmasked Estep 
Score: -24884044.000000 Penalty: 6132.924316
	Iteration 53Q: 3 clusters Score -2.488404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 229760 members 
Entering Unmasked Estep 
Score: -24884036.000000 Penalty: 6132.924316
	Iteration 54Q: 3 clusters Score -2.488404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 229765 members 
Entering Unmasked Estep 
Score: -24884034.000000 Penalty: 6132.924316
	Iteration 55Q: 3 clusters Score -2.488403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 229768 members 
Entering Unmasked Estep 
Score: -24884032.000000 Penalty: 6132.924316
	Iteration 56Q: 3 clusters Score -2.488403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 229771 members 
Entering Unmasked Estep 
Score: -24884030.000000 Penalty: 6132.924316
	Iteration 57Q: 3 clusters Score -2.488403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 229773 members 
Entering Unmasked Estep 
Score: -24884026.000000 Penalty: 6132.924316
	Iteration 58Q: 3 clusters Score -2.488403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 229778 members 
Entering Unmasked Estep 
Score: -24884022.000000 Penalty: 6132.924316
	Iteration 59Q: 3 clusters Score -2.488402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 229781 members 
Entering Unmasked Estep 
Score: -24884034.000000 Penalty: 6132.924316
	Iteration 60F: 3 clusters Score -2.488403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 229783 members 
Entering Unmasked Estep 
Score: -24884024.000000 Penalty: 6132.924316
	Iteration 61Q: 3 clusters Score -2.488402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 229785 members 
Entering Unmasked Estep 
Score: -24884006.000000 Penalty: 6132.924316
	Iteration 62Q: 3 clusters Score -2.488401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 229785 members 
Entering Unmasked Estep 
Score: -24884006.000000 Penalty: 6132.924316
	Iteration 63F: 3 clusters Score -2.488401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -441914.562500 Penalty: 2083.084717
	Iteration 0F: 2 clusters Score -441914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -437716.468750 Penalty: 4166.169434
	Iteration 0F: 3 clusters Score -437716.5 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -438692.312500 Penalty: 4166.169434
	Iteration 1F: 3 clusters Score -438692.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -438898.906250 Penalty: 4166.169434
	Iteration 2F: 3 clusters Score -438898.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -439050.062500 Penalty: 4166.169434
	Iteration 3F: 3 clusters Score -439050.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439189.906250 Penalty: 4166.169434
	Iteration 4Q: 3 clusters Score -439189.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -439317.406250 Penalty: 4166.169434
	Iteration 5Q: 3 clusters Score -439317.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -439409.437500 Penalty: 4166.169434
	Iteration 6Q: 3 clusters Score -439409.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -439485.937500 Penalty: 4166.169434
	Iteration 7Q: 3 clusters Score -439485.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -439555.093750 Penalty: 4166.169434
	Iteration 8Q: 3 clusters Score -439555.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -439620.562500 Penalty: 4166.169434
	Iteration 9Q: 3 clusters Score -439620.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -439679.500000 Penalty: 4166.169434
	Iteration 10Q: 3 clusters Score -439679.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -439730.812500 Penalty: 4166.169434
	Iteration 11Q: 3 clusters Score -439730.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -439777.218750 Penalty: 4166.169434
	Iteration 12Q: 3 clusters Score -439777.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -439820.000000 Penalty: 4166.169434
	Iteration 13Q: 3 clusters Score -439820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -439868.781250 Penalty: 4166.169434
	Iteration 14Q: 3 clusters Score -439868.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -439911.218750 Penalty: 4166.169434
	Iteration 15Q: 3 clusters Score -439911.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -439936.468750 Penalty: 4166.169434
	Iteration 16Q: 3 clusters Score -439936.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -439968.937500 Penalty: 4166.169434
	Iteration 17Q: 3 clusters Score -439968.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -439991.875000 Penalty: 4166.169434
	Iteration 18Q: 3 clusters Score -439991.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -440007.656250 Penalty: 4166.169434
	Iteration 19Q: 3 clusters Score -440007.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -440020.968750 Penalty: 4166.169434
	Iteration 20F: 3 clusters Score -440021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -440031.281250 Penalty: 4166.169434
	Iteration 21Q: 3 clusters Score -440031.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -440040.125000 Penalty: 4166.169434
	Iteration 22Q: 3 clusters Score -440040.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -440045.312500 Penalty: 4166.169434
	Iteration 23Q: 3 clusters Score -440045.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -440050.906250 Penalty: 4166.169434
	Iteration 24Q: 3 clusters Score -440050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -440054.687500 Penalty: 4166.169434
	Iteration 25Q: 3 clusters Score -440054.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -440060.375000 Penalty: 4166.169434
	Iteration 26Q: 3 clusters Score -440060.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -440069.031250 Penalty: 4166.169434
	Iteration 27Q: 3 clusters Score -440069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -440074.000000 Penalty: 4166.169434
	Iteration 28Q: 3 clusters Score -440074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -440081.093750 Penalty: 4166.169434
	Iteration 29Q: 3 clusters Score -440081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -440086.812500 Penalty: 4166.169434
	Iteration 30Q: 3 clusters Score -440086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -440093.437500 Penalty: 4166.169434
	Iteration 31Q: 3 clusters Score -440093.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -440099.125000 Penalty: 4166.169434
	Iteration 32Q: 3 clusters Score -440099.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -440106.906250 Penalty: 4166.169434
	Iteration 33Q: 3 clusters Score -440106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -440111.718750 Penalty: 4166.169434
	Iteration 34Q: 3 clusters Score -440111.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -440116.500000 Penalty: 4166.169434
	Iteration 35Q: 3 clusters Score -440116.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -440121.718750 Penalty: 4166.169434
	Iteration 36Q: 3 clusters Score -440121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -440126.187500 Penalty: 4166.169434
	Iteration 37Q: 3 clusters Score -440126.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -440130.312500 Penalty: 4166.169434
	Iteration 38Q: 3 clusters Score -440130.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -440136.656250 Penalty: 4166.169434
	Iteration 39Q: 3 clusters Score -440136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -440139.343750 Penalty: 4166.169434
	Iteration 40F: 3 clusters Score -440139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -440141.875000 Penalty: 4166.169434
	Iteration 41Q: 3 clusters Score -440141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -440143.343750 Penalty: 4166.169434
	Iteration 42Q: 3 clusters Score -440143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -440146.156250 Penalty: 4166.169434
	Iteration 43Q: 3 clusters Score -440146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -440148.687500 Penalty: 4166.169434
	Iteration 44Q: 3 clusters Score -440148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -440150.687500 Penalty: 4166.169434
	Iteration 45Q: 3 clusters Score -440150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -440153.718750 Penalty: 4166.169434
	Iteration 46Q: 3 clusters Score -440153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -440156.875000 Penalty: 4166.169434
	Iteration 47Q: 3 clusters Score -440156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -440159.250000 Penalty: 4166.169434
	Iteration 48Q: 3 clusters Score -440159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -440163.468750 Penalty: 4166.169434
	Iteration 49Q: 3 clusters Score -440163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -440167.656250 Penalty: 4166.169434
	Iteration 50Q: 3 clusters Score -440167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -440170.500000 Penalty: 4166.169434
	Iteration 51Q: 3 clusters Score -440170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -440173.156250 Penalty: 4166.169434
	Iteration 52Q: 3 clusters Score -440173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -440177.250000 Penalty: 4166.169434
	Iteration 53Q: 3 clusters Score -440177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -440183.031250 Penalty: 4166.169434
	Iteration 54Q: 3 clusters Score -440183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -440186.843750 Penalty: 4166.169434
	Iteration 55Q: 3 clusters Score -440186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -440189.937500 Penalty: 4166.169434
	Iteration 56Q: 3 clusters Score -440189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -440191.031250 Penalty: 4166.169434
	Iteration 57Q: 3 clusters Score -440191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -440192.906250 Penalty: 4166.169434
	Iteration 58Q: 3 clusters Score -440192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -440193.906250 Penalty: 4166.169434
	Iteration 59Q: 3 clusters Score -440193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -440195.750000 Penalty: 4166.169434
	Iteration 60F: 3 clusters Score -440195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -440196.968750 Penalty: 4166.169434
	Iteration 61Q: 3 clusters Score -440197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -440197.781250 Penalty: 4166.169434
	Iteration 62Q: 3 clusters Score -440197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -440198.750000 Penalty: 4166.169434
	Iteration 63Q: 3 clusters Score -440198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -440198.750000 Penalty: 4166.169434
	Iteration 64F: 3 clusters Score -440198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Entering Unmasked Estep 
Score: -2888706.500000 Penalty: 2528.174561
	Iteration 0F: 2 clusters Score -2888706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2870338.000000 Penalty: 5056.349121
	Iteration 0F: 3 clusters Score -2870338 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2876732.000000 Penalty: 5056.349121
	Iteration 1F: 3 clusters Score -2876732 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2877137.750000 Penalty: 5056.349121
	Iteration 2Q: 3 clusters Score -2877138 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2877457.250000 Penalty: 5056.349121
	Iteration 3Q: 3 clusters Score -2877457 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2877756.500000 Penalty: 5056.349121
	Iteration 4Q: 3 clusters Score -2877756 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2878047.500000 Penalty: 5056.349121
	Iteration 5Q: 3 clusters Score -2878048 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2878359.000000 Penalty: 5056.349121
	Iteration 6Q: 3 clusters Score -2878359 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2878711.750000 Penalty: 5056.349121
	Iteration 7Q: 3 clusters Score -2878712 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2879159.000000 Penalty: 5056.349121
	Iteration 8Q: 3 clusters Score -2879159 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2879703.500000 Penalty: 5056.349121
	Iteration 9Q: 3 clusters Score -2879704 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2880452.750000 Penalty: 5056.349121
	Iteration 10Q: 3 clusters Score -2880453 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2881253.250000 Penalty: 5056.349121
	Iteration 11Q: 3 clusters Score -2881253 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2882122.500000 Penalty: 5056.349121
	Iteration 12F: 3 clusters Score -2882122 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2882958.250000 Penalty: 5056.349121
	Iteration 13Q: 3 clusters Score -2882958 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2883693.750000 Penalty: 5056.349121
	Iteration 14Q: 3 clusters Score -2883694 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2884365.750000 Penalty: 5056.349121
	Iteration 15Q: 3 clusters Score -2884366 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2884882.500000 Penalty: 5056.349121
	Iteration 16Q: 3 clusters Score -2884882 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2885289.250000 Penalty: 5056.349121
	Iteration 17Q: 3 clusters Score -2885289 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2885633.250000 Penalty: 5056.349121
	Iteration 18Q: 3 clusters Score -2885633 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2885914.000000 Penalty: 5056.349121
	Iteration 19Q: 3 clusters Score -2885914 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2886120.250000 Penalty: 5056.349121
	Iteration 20F: 3 clusters Score -2886120 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2886302.250000 Penalty: 5056.349121
	Iteration 21Q: 3 clusters Score -2886302 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2886422.000000 Penalty: 5056.349121
	Iteration 22Q: 3 clusters Score -2886422 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2886516.000000 Penalty: 5056.349121
	Iteration 23Q: 3 clusters Score -2886516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2886579.750000 Penalty: 5056.349121
	Iteration 24Q: 3 clusters Score -2886580 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2886651.750000 Penalty: 5056.349121
	Iteration 25Q: 3 clusters Score -2886652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2886701.000000 Penalty: 5056.349121
	Iteration 26Q: 3 clusters Score -2886701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2886747.000000 Penalty: 5056.349121
	Iteration 27Q: 3 clusters Score -2886747 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2886789.000000 Penalty: 5056.349121
	Iteration 28Q: 3 clusters Score -2886789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2886809.250000 Penalty: 5056.349121
	Iteration 29Q: 3 clusters Score -2886809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2886832.000000 Penalty: 5056.349121
	Iteration 30Q: 3 clusters Score -2886832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2886852.000000 Penalty: 5056.349121
	Iteration 31Q: 3 clusters Score -2886852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2886871.750000 Penalty: 5056.349121
	Iteration 32Q: 3 clusters Score -2886872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2886882.500000 Penalty: 5056.349121
	Iteration 33Q: 3 clusters Score -2886882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2886899.500000 Penalty: 5056.349121
	Iteration 34Q: 3 clusters Score -2886900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2886912.250000 Penalty: 5056.349121
	Iteration 35Q: 3 clusters Score -2886912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2886919.250000 Penalty: 5056.349121
	Iteration 36Q: 3 clusters Score -2886919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2886929.000000 Penalty: 5056.349121
	Iteration 37Q: 3 clusters Score -2886929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2886929.250000 Penalty: 5056.349121
	Iteration 38Q: 3 clusters Score -2886929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -2886934.000000 Penalty: 5056.349121
	Iteration 39Q: 3 clusters Score -2886934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2886938.000000 Penalty: 5056.349121
	Iteration 40F: 3 clusters Score -2886938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2886937.000000 Penalty: 5056.349121
	Iteration 41Q: 3 clusters Score -2886937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2886940.750000 Penalty: 5056.349121
	Iteration 42Q: 3 clusters Score -2886941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2886941.000000 Penalty: 5056.349121
	Iteration 43Q: 3 clusters Score -2886941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2886942.250000 Penalty: 5056.349121
	Iteration 44Q: 3 clusters Score -2886942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2886948.250000 Penalty: 5056.349121
	Iteration 45Q: 3 clusters Score -2886948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2886953.250000 Penalty: 5056.349121
	Iteration 46Q: 3 clusters Score -2886953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2886953.500000 Penalty: 5056.349121
	Iteration 47Q: 3 clusters Score -2886954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2886953.500000 Penalty: 5056.349121
	Iteration 48F: 3 clusters Score -2886954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -226402.187500 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -226402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -223664.062500 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -223664.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -224111.890625 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -224111.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -224251.656250 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -224251.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -224342.937500 Penalty: 3816.644531
	Iteration 3Q: 3 clusters Score -224342.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -224391.968750 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -224392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -224432.437500 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -224432.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -224472.500000 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -224472.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224522.171875 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -224522.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224566.640625 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -224566.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -224630.328125 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -224630.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224706.421875 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -224706.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -224793.406250 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -224793.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -224887.656250 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -224887.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225002.109375 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -225002.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -225163.515625 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -225163.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -225299.734375 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -225299.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -225402.031250 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -225402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -225470.406250 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -225470.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -225529.765625 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -225529.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225556.843750 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -225556.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -225582.984375 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -225583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225611.375000 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -225611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -225633.890625 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -225633.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -225650.281250 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -225650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225667.234375 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -225667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225676.812500 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -225676.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -225688.687500 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -225688.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -225703.015625 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -225703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -225710.625000 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -225710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -225712.109375 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -225712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -225712.671875 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -225712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -225712.671875 Penalty: 3816.644531
	Iteration 31F: 3 clusters Score -225712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Entering Unmasked Estep 
Score: -6400537.000000 Penalty: 2729.568359
	Iteration 0F: 2 clusters Score -6400537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -6359959.000000 Penalty: 5459.136719
	Iteration 0F: 3 clusters Score -6359959 nChanged 28131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -6375528.000000 Penalty: 5459.136719
	Iteration 1F: 3 clusters Score -6375528 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -6375984.500000 Penalty: 5459.136719
	Iteration 2Q: 3 clusters Score -6375984 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -6376509.500000 Penalty: 5459.136719
	Iteration 3Q: 3 clusters Score -6376510 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6376966.500000 Penalty: 5459.136719
	Iteration 4Q: 3 clusters Score -6376966 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -6377433.000000 Penalty: 5459.136719
	Iteration 5Q: 3 clusters Score -6377433 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6378006.000000 Penalty: 5459.136719
	Iteration 6Q: 3 clusters Score -6378006 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -6378864.500000 Penalty: 5459.136719
	Iteration 7Q: 3 clusters Score -6378864 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -6380168.000000 Penalty: 5459.136719
	Iteration 8Q: 3 clusters Score -6380168 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -6382274.500000 Penalty: 5459.136719
	Iteration 9F: 3 clusters Score -6382274 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -6385303.000000 Penalty: 5459.136719
	Iteration 10F: 3 clusters Score -6385303 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -6388962.000000 Penalty: 5459.136719
	Iteration 11F: 3 clusters Score -6388962 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6392554.000000 Penalty: 5459.136719
	Iteration 12F: 3 clusters Score -6392554 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6395117.500000 Penalty: 5459.136719
	Iteration 13Q: 3 clusters Score -6395118 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6396654.000000 Penalty: 5459.136719
	Iteration 14Q: 3 clusters Score -6396654 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6397408.000000 Penalty: 5459.136719
	Iteration 15Q: 3 clusters Score -6397408 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6397752.500000 Penalty: 5459.136719
	Iteration 16Q: 3 clusters Score -6397752 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6397908.000000 Penalty: 5459.136719
	Iteration 17Q: 3 clusters Score -6397908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6397980.000000 Penalty: 5459.136719
	Iteration 18Q: 3 clusters Score -6397980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6398014.500000 Penalty: 5459.136719
	Iteration 19Q: 3 clusters Score -6398014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6398043.000000 Penalty: 5459.136719
	Iteration 20F: 3 clusters Score -6398043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6398067.500000 Penalty: 5459.136719
	Iteration 21Q: 3 clusters Score -6398068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6398086.000000 Penalty: 5459.136719
	Iteration 22Q: 3 clusters Score -6398086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6398098.500000 Penalty: 5459.136719
	Iteration 23Q: 3 clusters Score -6398098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6398100.500000 Penalty: 5459.136719
	Iteration 24Q: 3 clusters Score -6398100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6398102.000000 Penalty: 5459.136719
	Iteration 25Q: 3 clusters Score -6398102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6398106.000000 Penalty: 5459.136719
	Iteration 26Q: 3 clusters Score -6398106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6398112.000000 Penalty: 5459.136719
	Iteration 27Q: 3 clusters Score -6398112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6398107.000000 Penalty: 5459.136719
	Iteration 28Q: 3 clusters Score -6398107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6398116.000000 Penalty: 5459.136719
	Iteration 29Q: 3 clusters Score -6398116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6398116.000000 Penalty: 5459.136719
	Iteration 30F: 3 clusters Score -6398116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (357351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357351 members 
Entering Unmasked Estep 
Score: -37978064.000000 Penalty: 3171.045654
	Iteration 0F: 2 clusters Score -3.797806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179190 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -37753436.000000 Penalty: 6342.091309
	Iteration 0F: 3 clusters Score -3.775344e+07 nChanged 173394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193498 members 
Mstep: Class 2 contains 163853 members 
Entering Unmasked Estep 
Score: -37858140.000000 Penalty: 6342.091309
	Iteration 1F: 3 clusters Score -3.785814e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202310 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -37861508.000000 Penalty: 6342.091309
	Iteration 2Q: 3 clusters Score -3.786151e+07 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215441 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -37867152.000000 Penalty: 6342.091309
	Iteration 3Q: 3 clusters Score -3.786715e+07 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234258 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -37877076.000000 Penalty: 6342.091309
	Iteration 4F: 3 clusters Score -3.787708e+07 nChanged 25616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259094 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -37894120.000000 Penalty: 6342.091309
	Iteration 5F: 3 clusters Score -3.789412e+07 nChanged 28983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287787 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -37917736.000000 Penalty: 6342.091309
	Iteration 6F: 3 clusters Score -3.791774e+07 nChanged 27053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314732 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -37943128.000000 Penalty: 6342.091309
	Iteration 7F: 3 clusters Score -3.794313e+07 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334583 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -37959384.000000 Penalty: 6342.091309
	Iteration 8F: 3 clusters Score -3.795938e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346069 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -37967348.000000 Penalty: 6342.091309
	Iteration 9Q: 3 clusters Score -3.796735e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351884 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -37971240.000000 Penalty: 6342.091309
	Iteration 10Q: 3 clusters Score -3.797124e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354611 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -37973264.000000 Penalty: 6342.091309
	Iteration 11Q: 3 clusters Score -3.797326e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355837 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -37974188.000000 Penalty: 6342.091309
	Iteration 12Q: 3 clusters Score -3.797419e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356342 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -37974532.000000 Penalty: 6342.091309
	Iteration 13Q: 3 clusters Score -3.797453e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356586 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -37974692.000000 Penalty: 6342.091309
	Iteration 14Q: 3 clusters Score -3.797469e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356689 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -37974808.000000 Penalty: 6342.091309
	Iteration 15Q: 3 clusters Score -3.797481e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356746 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37974924.000000 Penalty: 6342.091309
	Iteration 16Q: 3 clusters Score -3.797492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356788 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -37974936.000000 Penalty: 6342.091309
	Iteration 17Q: 3 clusters Score -3.797494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356810 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37975000.000000 Penalty: 6342.091309
	Iteration 18Q: 3 clusters Score -3.7975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356826 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37975028.000000 Penalty: 6342.091309
	Iteration 19Q: 3 clusters Score -3.797503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356840 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37975080.000000 Penalty: 6342.091309
	Iteration 20F: 3 clusters Score -3.797508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356847 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37975096.000000 Penalty: 6342.091309
	Iteration 21Q: 3 clusters Score -3.79751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356847 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37975112.000000 Penalty: 6342.091309
	Iteration 22Q: 3 clusters Score -3.797511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356850 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37975076.000000 Penalty: 6342.091309
	Iteration 23Q: 3 clusters Score -3.797508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356855 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37975100.000000 Penalty: 6342.091309
	Iteration 24Q: 3 clusters Score -3.79751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356858 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37975088.000000 Penalty: 6342.091309
	Iteration 25Q: 3 clusters Score -3.797509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37975096.000000 Penalty: 6342.091309
	Iteration 26Q: 3 clusters Score -3.79751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356859 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37975104.000000 Penalty: 6342.091309
	Iteration 27Q: 3 clusters Score -3.79751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356865 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37975112.000000 Penalty: 6342.091309
	Iteration 28Q: 3 clusters Score -3.797511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356868 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37975104.000000 Penalty: 6342.091309
	Iteration 29Q: 3 clusters Score -3.79751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356868 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37975124.000000 Penalty: 6342.091309
	Iteration 30Q: 3 clusters Score -3.797512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356870 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37975128.000000 Penalty: 6342.091309
	Iteration 31Q: 3 clusters Score -3.797513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356872 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37975120.000000 Penalty: 6342.091309
	Iteration 32Q: 3 clusters Score -3.797512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356873 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37975124.000000 Penalty: 6342.091309
	Iteration 33Q: 3 clusters Score -3.797512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356874 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37975144.000000 Penalty: 6342.091309
	Iteration 34Q: 3 clusters Score -3.797514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356874 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37975152.000000 Penalty: 6342.091309
	Iteration 35Q: 3 clusters Score -3.797515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356875 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -37975132.000000 Penalty: 6342.091309
	Iteration 36Q: 3 clusters Score -3.797513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356879 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -37975148.000000 Penalty: 6342.091309
	Iteration 37Q: 3 clusters Score -3.797515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356881 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37975140.000000 Penalty: 6342.091309
	Iteration 38Q: 3 clusters Score -3.797514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356880 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37975152.000000 Penalty: 6342.091309
	Iteration 39Q: 3 clusters Score -3.797515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356880 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37975152.000000 Penalty: 6342.091309
	Iteration 40F: 3 clusters Score -3.797515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (214147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214147 members 
Entering Unmasked Estep 
Score: -22788022.000000 Penalty: 3044.055664
	Iteration 0F: 2 clusters Score -2.278802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -22646610.000000 Penalty: 6088.111328
	Iteration 0F: 3 clusters Score -2.264661e+07 nChanged 103169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -22707960.000000 Penalty: 6088.111328
	Iteration 1F: 3 clusters Score -2.270796e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -22710456.000000 Penalty: 6088.111328
	Iteration 2Q: 3 clusters Score -2.271046e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -22714114.000000 Penalty: 6088.111328
	Iteration 3Q: 3 clusters Score -2.271411e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -22719774.000000 Penalty: 6088.111328
	Iteration 4F: 3 clusters Score -2.271977e+07 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -22727206.000000 Penalty: 6088.111328
	Iteration 5F: 3 clusters Score -2.272721e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 124487 members 
Entering Unmasked Estep 
Score: -22737284.000000 Penalty: 6088.111328
	Iteration 6F: 3 clusters Score -2.273728e+07 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 131182 members 
Entering Unmasked Estep 
Score: -22748560.000000 Penalty: 6088.111328
	Iteration 7F: 3 clusters Score -2.274856e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -22758430.000000 Penalty: 6088.111328
	Iteration 8F: 3 clusters Score -2.275843e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -22764734.000000 Penalty: 6088.111328
	Iteration 9Q: 3 clusters Score -2.276473e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 146577 members 
Entering Unmasked Estep 
Score: -22767770.000000 Penalty: 6088.111328
	Iteration 10Q: 3 clusters Score -2.276777e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 150461 members 
Entering Unmasked Estep 
Score: -22769784.000000 Penalty: 6088.111328
	Iteration 11Q: 3 clusters Score -2.276978e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 154103 members 
Entering Unmasked Estep 
Score: -22771350.000000 Penalty: 6088.111328
	Iteration 12Q: 3 clusters Score -2.277135e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -22772714.000000 Penalty: 6088.111328
	Iteration 13Q: 3 clusters Score -2.277271e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 161223 members 
Entering Unmasked Estep 
Score: -22773990.000000 Penalty: 6088.111328
	Iteration 14Q: 3 clusters Score -2.277399e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -22774982.000000 Penalty: 6088.111328
	Iteration 15Q: 3 clusters Score -2.277498e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -22776124.000000 Penalty: 6088.111328
	Iteration 16Q: 3 clusters Score -2.277612e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 170782 members 
Entering Unmasked Estep 
Score: -22777172.000000 Penalty: 6088.111328
	Iteration 17Q: 3 clusters Score -2.277717e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 173703 members 
Entering Unmasked Estep 
Score: -22778154.000000 Penalty: 6088.111328
	Iteration 18Q: 3 clusters Score -2.277815e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -22778866.000000 Penalty: 6088.111328
	Iteration 19Q: 3 clusters Score -2.277887e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -22779658.000000 Penalty: 6088.111328
	Iteration 20F: 3 clusters Score -2.277966e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 181516 members 
Entering Unmasked Estep 
Score: -22780454.000000 Penalty: 6088.111328
	Iteration 21Q: 3 clusters Score -2.278045e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -22781124.000000 Penalty: 6088.111328
	Iteration 22Q: 3 clusters Score -2.278112e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 185889 members 
Entering Unmasked Estep 
Score: -22781720.000000 Penalty: 6088.111328
	Iteration 23Q: 3 clusters Score -2.278172e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 187908 members 
Entering Unmasked Estep 
Score: -22782320.000000 Penalty: 6088.111328
	Iteration 24Q: 3 clusters Score -2.278232e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 189816 members 
Entering Unmasked Estep 
Score: -22782708.000000 Penalty: 6088.111328
	Iteration 25Q: 3 clusters Score -2.278271e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 191556 members 
Entering Unmasked Estep 
Score: -22783158.000000 Penalty: 6088.111328
	Iteration 26Q: 3 clusters Score -2.278316e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 193208 members 
Entering Unmasked Estep 
Score: -22783476.000000 Penalty: 6088.111328
	Iteration 27Q: 3 clusters Score -2.278348e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -22783760.000000 Penalty: 6088.111328
	Iteration 28Q: 3 clusters Score -2.278376e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 196066 members 
Entering Unmasked Estep 
Score: -22784072.000000 Penalty: 6088.111328
	Iteration 29Q: 3 clusters Score -2.278407e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 197378 members 
Entering Unmasked Estep 
Score: -22784446.000000 Penalty: 6088.111328
	Iteration 30Q: 3 clusters Score -2.278445e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 198647 members 
Entering Unmasked Estep 
Score: -22784722.000000 Penalty: 6088.111328
	Iteration 31Q: 3 clusters Score -2.278472e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 199809 members 
Entering Unmasked Estep 
Score: -22785064.000000 Penalty: 6088.111328
	Iteration 32Q: 3 clusters Score -2.278506e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 200856 members 
Entering Unmasked Estep 
Score: -22785294.000000 Penalty: 6088.111328
	Iteration 33Q: 3 clusters Score -2.278529e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 201859 members 
Entering Unmasked Estep 
Score: -22785510.000000 Penalty: 6088.111328
	Iteration 34Q: 3 clusters Score -2.278551e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 202780 members 
Entering Unmasked Estep 
Score: -22785668.000000 Penalty: 6088.111328
	Iteration 35Q: 3 clusters Score -2.278567e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 203582 members 
Entering Unmasked Estep 
Score: -22785880.000000 Penalty: 6088.111328
	Iteration 36Q: 3 clusters Score -2.278588e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 204279 members 
Entering Unmasked Estep 
Score: -22786004.000000 Penalty: 6088.111328
	Iteration 37Q: 3 clusters Score -2.2786e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -22786090.000000 Penalty: 6088.111328
	Iteration 38Q: 3 clusters Score -2.278609e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 205523 members 
Entering Unmasked Estep 
Score: -22786274.000000 Penalty: 6088.111328
	Iteration 39Q: 3 clusters Score -2.278627e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 206049 members 
Entering Unmasked Estep 
Score: -22786398.000000 Penalty: 6088.111328
	Iteration 40F: 3 clusters Score -2.27864e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 206492 members 
Entering Unmasked Estep 
Score: -22786432.000000 Penalty: 6088.111328
	Iteration 41Q: 3 clusters Score -2.278643e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 206903 members 
Entering Unmasked Estep 
Score: -22786518.000000 Penalty: 6088.111328
	Iteration 42Q: 3 clusters Score -2.278652e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -22786530.000000 Penalty: 6088.111328
	Iteration 43Q: 3 clusters Score -2.278653e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 207578 members 
Entering Unmasked Estep 
Score: -22786638.000000 Penalty: 6088.111328
	Iteration 44Q: 3 clusters Score -2.278664e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 207848 members 
Entering Unmasked Estep 
Score: -22786608.000000 Penalty: 6088.111328
	Iteration 45Q: 3 clusters Score -2.278661e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 208100 members 
Entering Unmasked Estep 
Score: -22786668.000000 Penalty: 6088.111328
	Iteration 46Q: 3 clusters Score -2.278667e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 208337 members 
Entering Unmasked Estep 
Score: -22786688.000000 Penalty: 6088.111328
	Iteration 47Q: 3 clusters Score -2.278669e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 208548 members 
Entering Unmasked Estep 
Score: -22786730.000000 Penalty: 6088.111328
	Iteration 48Q: 3 clusters Score -2.278673e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 208744 members 
Entering Unmasked Estep 
Score: -22786764.000000 Penalty: 6088.111328
	Iteration 49Q: 3 clusters Score -2.278676e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 208906 members 
Entering Unmasked Estep 
Score: -22786802.000000 Penalty: 6088.111328
	Iteration 50Q: 3 clusters Score -2.27868e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 209044 members 
Entering Unmasked Estep 
Score: -22786814.000000 Penalty: 6088.111328
	Iteration 51Q: 3 clusters Score -2.278681e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 209158 members 
Entering Unmasked Estep 
Score: -22786816.000000 Penalty: 6088.111328
	Iteration 52Q: 3 clusters Score -2.278682e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 209255 members 
Entering Unmasked Estep 
Score: -22786774.000000 Penalty: 6088.111328
	Iteration 53Q: 3 clusters Score -2.278677e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 209345 members 
Entering Unmasked Estep 
Score: -22786768.000000 Penalty: 6088.111328
	Iteration 54Q: 3 clusters Score -2.278677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 209421 members 
Entering Unmasked Estep 
Score: -22786824.000000 Penalty: 6088.111328
	Iteration 55Q: 3 clusters Score -2.278682e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 209488 members 
Entering Unmasked Estep 
Score: -22786820.000000 Penalty: 6088.111328
	Iteration 56Q: 3 clusters Score -2.278682e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 209542 members 
Entering Unmasked Estep 
Score: -22786824.000000 Penalty: 6088.111328
	Iteration 57Q: 3 clusters Score -2.278682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 209589 members 
Entering Unmasked Estep 
Score: -22786812.000000 Penalty: 6088.111328
	Iteration 58Q: 3 clusters Score -2.278681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 209632 members 
Entering Unmasked Estep 
Score: -22786850.000000 Penalty: 6088.111328
	Iteration 59Q: 3 clusters Score -2.278685e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 209662 members 
Entering Unmasked Estep 
Score: -22786896.000000 Penalty: 6088.111328
	Iteration 60F: 3 clusters Score -2.27869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 209683 members 
Entering Unmasked Estep 
Score: -22786892.000000 Penalty: 6088.111328
	Iteration 61Q: 3 clusters Score -2.278689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 209706 members 
Entering Unmasked Estep 
Score: -22786882.000000 Penalty: 6088.111328
	Iteration 62Q: 3 clusters Score -2.278688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 209725 members 
Entering Unmasked Estep 
Score: -22786928.000000 Penalty: 6088.111328
	Iteration 63Q: 3 clusters Score -2.278693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 209742 members 
Entering Unmasked Estep 
Score: -22786924.000000 Penalty: 6088.111328
	Iteration 64Q: 3 clusters Score -2.278692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 209762 members 
Entering Unmasked Estep 
Score: -22786932.000000 Penalty: 6088.111328
	Iteration 65Q: 3 clusters Score -2.278693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 209784 members 
Entering Unmasked Estep 
Score: -22786904.000000 Penalty: 6088.111328
	Iteration 66Q: 3 clusters Score -2.27869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 209807 members 
Entering Unmasked Estep 
Score: -22786908.000000 Penalty: 6088.111328
	Iteration 67Q: 3 clusters Score -2.278691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 209837 members 
Entering Unmasked Estep 
Score: -22786918.000000 Penalty: 6088.111328
	Iteration 68Q: 3 clusters Score -2.278692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 209865 members 
Entering Unmasked Estep 
Score: -22786920.000000 Penalty: 6088.111328
	Iteration 69Q: 3 clusters Score -2.278692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 209886 members 
Entering Unmasked Estep 
Score: -22786942.000000 Penalty: 6088.111328
	Iteration 70Q: 3 clusters Score -2.278694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 209905 members 
Entering Unmasked Estep 
Score: -22786936.000000 Penalty: 6088.111328
	Iteration 71Q: 3 clusters Score -2.278694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 209930 members 
Entering Unmasked Estep 
Score: -22786940.000000 Penalty: 6088.111328
	Iteration 72Q: 3 clusters Score -2.278694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 209950 members 
Entering Unmasked Estep 
Score: -22786930.000000 Penalty: 6088.111328
	Iteration 73Q: 3 clusters Score -2.278693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 209975 members 
Entering Unmasked Estep 
Score: -22786916.000000 Penalty: 6088.111328
	Iteration 74Q: 3 clusters Score -2.278692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 209994 members 
Entering Unmasked Estep 
Score: -22786904.000000 Penalty: 6088.111328
	Iteration 75Q: 3 clusters Score -2.27869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 210011 members 
Entering Unmasked Estep 
Score: -22786926.000000 Penalty: 6088.111328
	Iteration 76Q: 3 clusters Score -2.278693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 210029 members 
Entering Unmasked Estep 
Score: -22786940.000000 Penalty: 6088.111328
	Iteration 77Q: 3 clusters Score -2.278694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 210051 members 
Entering Unmasked Estep 
Score: -22786950.000000 Penalty: 6088.111328
	Iteration 78Q: 3 clusters Score -2.278695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 210065 members 
Entering Unmasked Estep 
Score: -22786960.000000 Penalty: 6088.111328
	Iteration 79Q: 3 clusters Score -2.278696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 210074 members 
Entering Unmasked Estep 
Score: -22786960.000000 Penalty: 6088.111328
	Iteration 80F: 3 clusters Score -2.278696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 210085 members 
Entering Unmasked Estep 
Score: -22786960.000000 Penalty: 6088.111328
	Iteration 81Q: 3 clusters Score -2.278696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 210091 members 
Entering Unmasked Estep 
Score: -22786956.000000 Penalty: 6088.111328
	Iteration 82Q: 3 clusters Score -2.278696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 210095 members 
Entering Unmasked Estep 
Score: -22786946.000000 Penalty: 6088.111328
	Iteration 83Q: 3 clusters Score -2.278695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 210097 members 
Entering Unmasked Estep 
Score: -22786944.000000 Penalty: 6088.111328
	Iteration 84Q: 3 clusters Score -2.278694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 210100 members 
Entering Unmasked Estep 
Score: -22786926.000000 Penalty: 6088.111328
	Iteration 85Q: 3 clusters Score -2.278693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 210101 members 
Entering Unmasked Estep 
Score: -22786942.000000 Penalty: 6088.111328
	Iteration 86Q: 3 clusters Score -2.278694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 210104 members 
Entering Unmasked Estep 
Score: -22786938.000000 Penalty: 6088.111328
	Iteration 87Q: 3 clusters Score -2.278694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 210109 members 
Entering Unmasked Estep 
Score: -22786938.000000 Penalty: 6088.111328
	Iteration 88Q: 3 clusters Score -2.278694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 210110 members 
Entering Unmasked Estep 
Score: -22786942.000000 Penalty: 6088.111328
	Iteration 89Q: 3 clusters Score -2.278694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 210110 members 
Entering Unmasked Estep 
Score: -22786942.000000 Penalty: 6088.111328
	Iteration 90F: 3 clusters Score -2.278694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 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 237 members 
Entering Unmasked Estep 
Score: -42002.492188 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42002.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42181.984375 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42181.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42241.792969 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -42241.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42252.898438 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42254.847656 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42254.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42265.207031 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42265.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42273.621094 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42273.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42279.980469 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42279.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42282.808594 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -42282.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42285.042969 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -42285.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42285.042969 Penalty: 3048.579346
	Iteration 10F: 3 clusters Score -42285.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -66035.382812 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -66035.38 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 340 members 
Entering Unmasked Estep 
Score: -64324.703125 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -64324.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64543.257812 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -64543.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64618.261719 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -64618.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64690.625000 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -64690.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64763.695312 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -64763.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64823.886719 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -64823.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64882.339844 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -64882.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64912.933594 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -64912.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64925.417969 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -64925.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64929.085938 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -64929.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64936.441406 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -64936.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64939.699219 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -64939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64939.699219 Penalty: 3249.335693
	Iteration 12F: 3 clusters Score -64939.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Entering Unmasked Estep 
Score: -3072612.250000 Penalty: 2569.278564
	Iteration 0F: 2 clusters Score -3072612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3051176.500000 Penalty: 5138.557129
	Iteration 0F: 3 clusters Score -3051176 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3059519.250000 Penalty: 5138.557129
	Iteration 1F: 3 clusters Score -3059519 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3060609.750000 Penalty: 5138.557129
	Iteration 2F: 3 clusters Score -3060610 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3061750.250000 Penalty: 5138.557129
	Iteration 3F: 3 clusters Score -3061750 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3062858.250000 Penalty: 5138.557129
	Iteration 4F: 3 clusters Score -3062858 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3063906.750000 Penalty: 5138.557129
	Iteration 5F: 3 clusters Score -3063907 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3064782.750000 Penalty: 5138.557129
	Iteration 6F: 3 clusters Score -3064783 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3065612.250000 Penalty: 5138.557129
	Iteration 7Q: 3 clusters Score -3065612 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3066388.250000 Penalty: 5138.557129
	Iteration 8Q: 3 clusters Score -3066388 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3067054.250000 Penalty: 5138.557129
	Iteration 9Q: 3 clusters Score -3067054 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3067588.750000 Penalty: 5138.557129
	Iteration 10Q: 3 clusters Score -3067589 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3067973.750000 Penalty: 5138.557129
	Iteration 11Q: 3 clusters Score -3067974 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3068250.250000 Penalty: 5138.557129
	Iteration 12Q: 3 clusters Score -3068250 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3068452.500000 Penalty: 5138.557129
	Iteration 13Q: 3 clusters Score -3068452 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3068645.250000 Penalty: 5138.557129
	Iteration 14Q: 3 clusters Score -3068645 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3068827.000000 Penalty: 5138.557129
	Iteration 15Q: 3 clusters Score -3068827 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3069047.250000 Penalty: 5138.557129
	Iteration 16Q: 3 clusters Score -3069047 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3069264.250000 Penalty: 5138.557129
	Iteration 17Q: 3 clusters Score -3069264 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3069485.750000 Penalty: 5138.557129
	Iteration 18Q: 3 clusters Score -3069486 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3069710.000000 Penalty: 5138.557129
	Iteration 19Q: 3 clusters Score -3069710 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3069906.000000 Penalty: 5138.557129
	Iteration 20F: 3 clusters Score -3069906 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3070101.750000 Penalty: 5138.557129
	Iteration 21Q: 3 clusters Score -3070102 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3070265.250000 Penalty: 5138.557129
	Iteration 22Q: 3 clusters Score -3070265 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3070428.750000 Penalty: 5138.557129
	Iteration 23Q: 3 clusters Score -3070429 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3070581.250000 Penalty: 5138.557129
	Iteration 24Q: 3 clusters Score -3070581 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3070697.000000 Penalty: 5138.557129
	Iteration 25Q: 3 clusters Score -3070697 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3070800.000000 Penalty: 5138.557129
	Iteration 26Q: 3 clusters Score -3070800 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3070879.250000 Penalty: 5138.557129
	Iteration 27Q: 3 clusters Score -3070879 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3070962.500000 Penalty: 5138.557129
	Iteration 28Q: 3 clusters Score -3070962 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3071007.250000 Penalty: 5138.557129
	Iteration 29Q: 3 clusters Score -3071007 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3071048.250000 Penalty: 5138.557129
	Iteration 30Q: 3 clusters Score -3071048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3071105.000000 Penalty: 5138.557129
	Iteration 31Q: 3 clusters Score -3071105 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3071158.250000 Penalty: 5138.557129
	Iteration 32Q: 3 clusters Score -3071158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3071199.000000 Penalty: 5138.557129
	Iteration 33Q: 3 clusters Score -3071199 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3071239.250000 Penalty: 5138.557129
	Iteration 34Q: 3 clusters Score -3071239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3071276.000000 Penalty: 5138.557129
	Iteration 35Q: 3 clusters Score -3071276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3071304.750000 Penalty: 5138.557129
	Iteration 36Q: 3 clusters Score -3071305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3071327.750000 Penalty: 5138.557129
	Iteration 37Q: 3 clusters Score -3071328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3071343.500000 Penalty: 5138.557129
	Iteration 38Q: 3 clusters Score -3071344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3071350.750000 Penalty: 5138.557129
	Iteration 39Q: 3 clusters Score -3071351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3071367.500000 Penalty: 5138.557129
	Iteration 40F: 3 clusters Score -3071368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3071380.000000 Penalty: 5138.557129
	Iteration 41Q: 3 clusters Score -3071380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3071384.500000 Penalty: 5138.557129
	Iteration 42Q: 3 clusters Score -3071384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3071401.000000 Penalty: 5138.557129
	Iteration 43Q: 3 clusters Score -3071401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3071408.000000 Penalty: 5138.557129
	Iteration 44Q: 3 clusters Score -3071408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3071415.000000 Penalty: 5138.557129
	Iteration 45Q: 3 clusters Score -3071415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3071414.000000 Penalty: 5138.557129
	Iteration 46Q: 3 clusters Score -3071414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3071416.000000 Penalty: 5138.557129
	Iteration 47Q: 3 clusters Score -3071416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3071426.750000 Penalty: 5138.557129
	Iteration 48Q: 3 clusters Score -3071427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3071425.000000 Penalty: 5138.557129
	Iteration 49Q: 3 clusters Score -3071425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3071435.000000 Penalty: 5138.557129
	Iteration 50Q: 3 clusters Score -3071435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3071438.000000 Penalty: 5138.557129
	Iteration 51Q: 3 clusters Score -3071438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3071445.250000 Penalty: 5138.557129
	Iteration 52Q: 3 clusters Score -3071445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3071459.500000 Penalty: 5138.557129
	Iteration 53Q: 3 clusters Score -3071460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3071482.750000 Penalty: 5138.557129
	Iteration 54Q: 3 clusters Score -3071483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3071499.750000 Penalty: 5138.557129
	Iteration 55Q: 3 clusters Score -3071500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3071508.500000 Penalty: 5138.557129
	Iteration 56Q: 3 clusters Score -3071508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3071521.750000 Penalty: 5138.557129
	Iteration 57Q: 3 clusters Score -3071522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3071534.500000 Penalty: 5138.557129
	Iteration 58Q: 3 clusters Score -3071534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3071552.250000 Penalty: 5138.557129
	Iteration 59Q: 3 clusters Score -3071552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3071575.250000 Penalty: 5138.557129
	Iteration 60F: 3 clusters Score -3071575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3071589.750000 Penalty: 5138.557129
	Iteration 61Q: 3 clusters Score -3071590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3071602.250000 Penalty: 5138.557129
	Iteration 62Q: 3 clusters Score -3071602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3071612.000000 Penalty: 5138.557129
	Iteration 63Q: 3 clusters Score -3071612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3071615.000000 Penalty: 5138.557129
	Iteration 64Q: 3 clusters Score -3071615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3071618.500000 Penalty: 5138.557129
	Iteration 65Q: 3 clusters Score -3071618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3071618.000000 Penalty: 5138.557129
	Iteration 66Q: 3 clusters Score -3071618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3071619.750000 Penalty: 5138.557129
	Iteration 67Q: 3 clusters Score -3071620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3071630.500000 Penalty: 5138.557129
	Iteration 68Q: 3 clusters Score -3071630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3071622.500000 Penalty: 5138.557129
	Iteration 69Q: 3 clusters Score -3071622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3071632.750000 Penalty: 5138.557129
	Iteration 70Q: 3 clusters Score -3071633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3071635.000000 Penalty: 5138.557129
	Iteration 71Q: 3 clusters Score -3071635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3071637.250000 Penalty: 5138.557129
	Iteration 72Q: 3 clusters Score -3071637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3071642.750000 Penalty: 5138.557129
	Iteration 73Q: 3 clusters Score -3071643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3071644.250000 Penalty: 5138.557129
	Iteration 74Q: 3 clusters Score -3071644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3071645.500000 Penalty: 5138.557129
	Iteration 75Q: 3 clusters Score -3071646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3071645.500000 Penalty: 5138.557129
	Iteration 76F: 3 clusters Score -3071646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (134008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Entering Unmasked Estep 
Score: -14313722.000000 Penalty: 2927.802246
	Iteration 0F: 2 clusters Score -1.431372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -14224082.000000 Penalty: 5855.604492
	Iteration 0F: 3 clusters Score -1.422408e+07 nChanged 63772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -14261317.000000 Penalty: 5855.604492
	Iteration 1F: 3 clusters Score -1.426132e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -14263070.000000 Penalty: 5855.604492
	Iteration 2Q: 3 clusters Score -1.426307e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -14265697.000000 Penalty: 5855.604492
	Iteration 3Q: 3 clusters Score -1.42657e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -14270167.000000 Penalty: 5855.604492
	Iteration 4F: 3 clusters Score -1.427017e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -14276581.000000 Penalty: 5855.604492
	Iteration 5F: 3 clusters Score -1.427658e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -14284873.000000 Penalty: 5855.604492
	Iteration 6F: 3 clusters Score -1.428487e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -14293136.000000 Penalty: 5855.604492
	Iteration 7F: 3 clusters Score -1.429314e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -14299530.000000 Penalty: 5855.604492
	Iteration 8F: 3 clusters Score -1.429953e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -14303811.000000 Penalty: 5855.604492
	Iteration 9Q: 3 clusters Score -1.430381e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 123573 members 
Entering Unmasked Estep 
Score: -14306513.000000 Penalty: 5855.604492
	Iteration 10Q: 3 clusters Score -1.430651e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -14308135.000000 Penalty: 5855.604492
	Iteration 11Q: 3 clusters Score -1.430814e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -14309118.000000 Penalty: 5855.604492
	Iteration 12Q: 3 clusters Score -1.430912e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -14309609.000000 Penalty: 5855.604492
	Iteration 13Q: 3 clusters Score -1.430961e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 129109 members 
Entering Unmasked Estep 
Score: -14310004.000000 Penalty: 5855.604492
	Iteration 14Q: 3 clusters Score -1.431e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 129727 members 
Entering Unmasked Estep 
Score: -14310280.000000 Penalty: 5855.604492
	Iteration 15Q: 3 clusters Score -1.431028e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -14310504.000000 Penalty: 5855.604492
	Iteration 16Q: 3 clusters Score -1.43105e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 130658 members 
Entering Unmasked Estep 
Score: -14310637.000000 Penalty: 5855.604492
	Iteration 17Q: 3 clusters Score -1.431064e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -14310763.000000 Penalty: 5855.604492
	Iteration 18Q: 3 clusters Score -1.431076e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -14310887.000000 Penalty: 5855.604492
	Iteration 19Q: 3 clusters Score -1.431089e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 131435 members 
Entering Unmasked Estep 
Score: -14310990.000000 Penalty: 5855.604492
	Iteration 20F: 3 clusters Score -1.431099e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 131598 members 
Entering Unmasked Estep 
Score: -14311040.000000 Penalty: 5855.604492
	Iteration 21Q: 3 clusters Score -1.431104e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -14311079.000000 Penalty: 5855.604492
	Iteration 22Q: 3 clusters Score -1.431108e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -14311140.000000 Penalty: 5855.604492
	Iteration 23Q: 3 clusters Score -1.431114e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 131912 members 
Entering Unmasked Estep 
Score: -14311174.000000 Penalty: 5855.604492
	Iteration 24Q: 3 clusters Score -1.431117e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 131992 members 
Entering Unmasked Estep 
Score: -14311206.000000 Penalty: 5855.604492
	Iteration 25Q: 3 clusters Score -1.431121e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 132067 members 
Entering Unmasked Estep 
Score: -14311232.000000 Penalty: 5855.604492
	Iteration 26Q: 3 clusters Score -1.431123e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 132131 members 
Entering Unmasked Estep 
Score: -14311259.000000 Penalty: 5855.604492
	Iteration 27Q: 3 clusters Score -1.431126e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -14311276.000000 Penalty: 5855.604492
	Iteration 28Q: 3 clusters Score -1.431128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -14311293.000000 Penalty: 5855.604492
	Iteration 29Q: 3 clusters Score -1.431129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 132283 members 
Entering Unmasked Estep 
Score: -14311309.000000 Penalty: 5855.604492
	Iteration 30Q: 3 clusters Score -1.431131e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -14311304.000000 Penalty: 5855.604492
	Iteration 31Q: 3 clusters Score -1.43113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 132367 members 
Entering Unmasked Estep 
Score: -14311328.000000 Penalty: 5855.604492
	Iteration 32Q: 3 clusters Score -1.431133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -14311348.000000 Penalty: 5855.604492
	Iteration 33Q: 3 clusters Score -1.431135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -14311370.000000 Penalty: 5855.604492
	Iteration 34Q: 3 clusters Score -1.431137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -14311362.000000 Penalty: 5855.604492
	Iteration 35Q: 3 clusters Score -1.431136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 132454 members 
Entering Unmasked Estep 
Score: -14311375.000000 Penalty: 5855.604492
	Iteration 36Q: 3 clusters Score -1.431138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -14311379.000000 Penalty: 5855.604492
	Iteration 37Q: 3 clusters Score -1.431138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -14311381.000000 Penalty: 5855.604492
	Iteration 38Q: 3 clusters Score -1.431138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 132484 members 
Entering Unmasked Estep 
Score: -14311386.000000 Penalty: 5855.604492
	Iteration 39Q: 3 clusters Score -1.431139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 132495 members 
Entering Unmasked Estep 
Score: -14311390.000000 Penalty: 5855.604492
	Iteration 40F: 3 clusters Score -1.431139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -14311391.000000 Penalty: 5855.604492
	Iteration 41Q: 3 clusters Score -1.431139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
Score: -14311392.000000 Penalty: 5855.604492
	Iteration 42Q: 3 clusters Score -1.431139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 132517 members 
Entering Unmasked Estep 
Score: -14311399.000000 Penalty: 5855.604492
	Iteration 43Q: 3 clusters Score -1.43114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -14311390.000000 Penalty: 5855.604492
	Iteration 44Q: 3 clusters Score -1.431139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 132535 members 
Entering Unmasked Estep 
Score: -14311407.000000 Penalty: 5855.604492
	Iteration 45Q: 3 clusters Score -1.431141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 132540 members 
Entering Unmasked Estep 
Score: -14311404.000000 Penalty: 5855.604492
	Iteration 46Q: 3 clusters Score -1.43114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 132539 members 
Entering Unmasked Estep 
Score: -14311402.000000 Penalty: 5855.604492
	Iteration 47Q: 3 clusters Score -1.43114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 132542 members 
Entering Unmasked Estep 
Score: -14311407.000000 Penalty: 5855.604492
	Iteration 48Q: 3 clusters Score -1.431141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 132545 members 
Entering Unmasked Estep 
Score: -14311410.000000 Penalty: 5855.604492
	Iteration 49Q: 3 clusters Score -1.431141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -14311399.000000 Penalty: 5855.604492
	Iteration 50Q: 3 clusters Score -1.43114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -14311408.000000 Penalty: 5855.604492
	Iteration 51Q: 3 clusters Score -1.431141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -14311401.000000 Penalty: 5855.604492
	Iteration 52Q: 3 clusters Score -1.43114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -14311403.000000 Penalty: 5855.604492
	Iteration 53Q: 3 clusters Score -1.43114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -14311399.000000 Penalty: 5855.604492
	Iteration 54Q: 3 clusters Score -1.43114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 132556 members 
Entering Unmasked Estep 
Score: -14311395.000000 Penalty: 5855.604492
	Iteration 55Q: 3 clusters Score -1.43114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 132562 members 
Entering Unmasked Estep 
Score: -14311397.000000 Penalty: 5855.604492
	Iteration 56Q: 3 clusters Score -1.43114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 132567 members 
Entering Unmasked Estep 
Score: -14311388.000000 Penalty: 5855.604492
	Iteration 57Q: 3 clusters Score -1.431139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 132572 members 
Entering Unmasked Estep 
Score: -14311405.000000 Penalty: 5855.604492
	Iteration 58Q: 3 clusters Score -1.43114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 132574 members 
Entering Unmasked Estep 
Score: -14311410.000000 Penalty: 5855.604492
	Iteration 59Q: 3 clusters Score -1.431141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 132576 members 
Entering Unmasked Estep 
Score: -14311412.000000 Penalty: 5855.604492
	Iteration 60F: 3 clusters Score -1.431141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 132577 members 
Entering Unmasked Estep 
Score: -14311413.000000 Penalty: 5855.604492
	Iteration 61Q: 3 clusters Score -1.431141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 132576 members 
Entering Unmasked Estep 
Score: -14311411.000000 Penalty: 5855.604492
	Iteration 62Q: 3 clusters Score -1.431141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 132578 members 
Entering Unmasked Estep 
Score: -14311415.000000 Penalty: 5855.604492
	Iteration 63Q: 3 clusters Score -1.431142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 132578 members 
Entering Unmasked Estep 
Score: -14311415.000000 Penalty: 5855.604492
	Iteration 64F: 3 clusters Score -1.431142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -111610.953125 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -111611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109608.023438 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -109608 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110043.843750 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -110043.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -110198.335938 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -110198.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110278.515625 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -110278.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110322.296875 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -110322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110337.648438 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -110337.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110362.015625 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -110362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110380.890625 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -110380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110394.875000 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -110394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110413.382812 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -110413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110426.257812 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -110426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110436.593750 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -110436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110439.375000 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -110439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110443.773438 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -110443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110445.710938 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -110445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110448.398438 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -110448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110453.773438 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -110453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110455.382812 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -110455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110456.671875 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -110456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110458.250000 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -110458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110461.882812 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -110461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110464.570312 Penalty: 3503.696289
	Iteration 21Q: 3 clusters Score -110464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110464.570312 Penalty: 3503.696289
	Iteration 22F: 3 clusters Score -110464.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -288169.093750 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -288169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -285001.468750 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -285001.5 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -285690.812500 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -285690.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -285982.843750 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -285982.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -286214.906250 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -286214.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -286449.906250 Penalty: 3952.973145
	Iteration 4F: 3 clusters Score -286449.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -286663.218750 Penalty: 3952.973145
	Iteration 5F: 3 clusters Score -286663.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -286857.906250 Penalty: 3952.973145
	Iteration 6F: 3 clusters Score -286857.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -287032.968750 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -287033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287177.437500 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -287177.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -287311.875000 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -287311.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -287409.531250 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -287409.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -287465.031250 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -287465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -287515.531250 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -287515.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -287547.843750 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -287547.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -287562.468750 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -287562.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -287572.218750 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -287572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -287580.156250 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -287580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -287582.093750 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -287582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -287584.250000 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -287584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -287586.156250 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -287586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -287586.281250 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -287586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Entering Unmasked Estep 
Score: -8163571.500000 Penalty: 2799.077393
	Iteration 0F: 2 clusters Score -8163572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -8110260.000000 Penalty: 5598.154785
	Iteration 0F: 3 clusters Score -8110260 nChanged 37465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8130817.500000 Penalty: 5598.154785
	Iteration 1F: 3 clusters Score -8130818 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -8131293.500000 Penalty: 5598.154785
	Iteration 2Q: 3 clusters Score -8131294 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -8131847.500000 Penalty: 5598.154785
	Iteration 3Q: 3 clusters Score -8131848 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -8132379.500000 Penalty: 5598.154785
	Iteration 4Q: 3 clusters Score -8132380 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8133273.500000 Penalty: 5598.154785
	Iteration 5Q: 3 clusters Score -8133274 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -8134803.000000 Penalty: 5598.154785
	Iteration 6Q: 3 clusters Score -8134803 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -8137581.000000 Penalty: 5598.154785
	Iteration 7F: 3 clusters Score -8137581 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -8142515.500000 Penalty: 5598.154785
	Iteration 8F: 3 clusters Score -8142516 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -8149385.000000 Penalty: 5598.154785
	Iteration 9F: 3 clusters Score -8149385 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8156001.500000 Penalty: 5598.154785
	Iteration 10F: 3 clusters Score -8156002 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8159525.000000 Penalty: 5598.154785
	Iteration 11Q: 3 clusters Score -8159525 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8160584.500000 Penalty: 5598.154785
	Iteration 12Q: 3 clusters Score -8160584 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8160906.000000 Penalty: 5598.154785
	Iteration 13Q: 3 clusters Score -8160906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8161013.000000 Penalty: 5598.154785
	Iteration 14Q: 3 clusters Score -8161013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8161041.000000 Penalty: 5598.154785
	Iteration 15Q: 3 clusters Score -8161041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8161071.500000 Penalty: 5598.154785
	Iteration 16Q: 3 clusters Score -8161072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8161091.000000 Penalty: 5598.154785
	Iteration 17Q: 3 clusters Score -8161091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8161100.500000 Penalty: 5598.154785
	Iteration 18Q: 3 clusters Score -8161100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8161095.500000 Penalty: 5598.154785
	Iteration 19Q: 3 clusters Score -8161096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8161101.000000 Penalty: 5598.154785
	Iteration 20F: 3 clusters Score -8161101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8161101.500000 Penalty: 5598.154785
	Iteration 21Q: 3 clusters Score -8161102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8161101.500000 Penalty: 5598.154785
	Iteration 22F: 3 clusters Score -8161102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -34783.730469 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -34783.73 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 205 members 
Entering Unmasked Estep 
Score: -33328.671875 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -33328.67 nChanged 68
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: -33457.386719 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -33457.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33502.441406 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -33502.44 nChanged 10
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: -33566.796875 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -33566.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33691.816406 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -33691.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33767.480469 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -33767.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33819.695312 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -33819.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33857.238281 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -33857.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33903.312500 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -33903.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33932.035156 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -33932.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33994.195312 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -33994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34031.593750 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -34031.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34062.726562 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -34062.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34102.957031 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -34102.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34135.167969 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -34135.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34155.062500 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -34155.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34198.281250 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -34198.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34224.855469 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -34224.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34241.921875 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -34241.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34244.675781 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -34244.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34244.675781 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -34244.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -302646.156250 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -302646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -299116.906250 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -299116.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -299909.781250 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -299909.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -300084.718750 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -300084.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -300188.968750 Penalty: 4038.607666
	Iteration 3Q: 3 clusters Score -300189 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -300254.343750 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -300254.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -300320.281250 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -300320.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -300361.812500 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -300361.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -300386.656250 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -300386.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -300406.000000 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -300406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300426.312500 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -300426.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -300445.468750 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -300445.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -300461.250000 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -300461.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -300479.687500 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -300479.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -300506.562500 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -300506.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -300536.281250 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -300536.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -300563.468750 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -300563.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300589.187500 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -300589.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -300618.625000 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -300618.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -300648.906250 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -300648.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -300669.343750 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -300669.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -300688.218750 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -300688.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -300704.750000 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -300704.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -300722.031250 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -300722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -300739.843750 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -300739.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -300763.468750 Penalty: 4038.607666
	Iteration 24Q: 3 clusters Score -300763.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -300785.937500 Penalty: 4038.607666
	Iteration 25Q: 3 clusters Score -300785.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -300805.812500 Penalty: 4038.607666
	Iteration 26Q: 3 clusters Score -300805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -300823.718750 Penalty: 4038.607666
	Iteration 27Q: 3 clusters Score -300823.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -300842.625000 Penalty: 4038.607666
	Iteration 28Q: 3 clusters Score -300842.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -300864.062500 Penalty: 4038.607666
	Iteration 29Q: 3 clusters Score -300864.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -300885.343750 Penalty: 4038.607666
	Iteration 30Q: 3 clusters Score -300885.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -300908.187500 Penalty: 4038.607666
	Iteration 31Q: 3 clusters Score -300908.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -300930.343750 Penalty: 4038.607666
	Iteration 32Q: 3 clusters Score -300930.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -300949.875000 Penalty: 4038.607666
	Iteration 33Q: 3 clusters Score -300949.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -300969.156250 Penalty: 4038.607666
	Iteration 34Q: 3 clusters Score -300969.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -300985.500000 Penalty: 4038.607666
	Iteration 35Q: 3 clusters Score -300985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -300996.468750 Penalty: 4038.607666
	Iteration 36Q: 3 clusters Score -300996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -301007.656250 Penalty: 4038.607666
	Iteration 37Q: 3 clusters Score -301007.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -301021.062500 Penalty: 4038.607666
	Iteration 38Q: 3 clusters Score -301021.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -301036.750000 Penalty: 4038.607666
	Iteration 39Q: 3 clusters Score -301036.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -301048.687500 Penalty: 4038.607666
	Iteration 40F: 3 clusters Score -301048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -301055.343750 Penalty: 4038.607666
	Iteration 41Q: 3 clusters Score -301055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -301064.375000 Penalty: 4038.607666
	Iteration 42Q: 3 clusters Score -301064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -301071.812500 Penalty: 4038.607666
	Iteration 43Q: 3 clusters Score -301071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -301074.468750 Penalty: 4038.607666
	Iteration 44Q: 3 clusters Score -301074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -301074.312500 Penalty: 4038.607666
	Iteration 45Q: 3 clusters Score -301074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -301074.312500 Penalty: 4038.607666
	Iteration 46F: 3 clusters Score -301074.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 336 members 
Entering Unmasked Estep 
Score: -53163.734375 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53163.73 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53495.593750 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53495.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53627.257812 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53627.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53737.683594 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -53737.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53805.968750 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53805.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53885.695312 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53885.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53960.187500 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53960.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54051.652344 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -54051.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54178.644531 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -54178.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54304.167969 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -54304.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54913.910156 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -54913.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55127.308594 Penalty: 3215.621338
	Iteration 11F: 3 clusters Score -55127.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55393.851562 Penalty: 3215.621338
	Iteration 12F: 3 clusters Score -55393.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55604.386719 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -55604.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55807.566406 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -55807.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55872.492188 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -55872.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -55882.875000 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -55882.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -55893.371094 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -55893.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55908.976562 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -55908.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55913.875000 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -55913.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55925.382812 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -55925.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55930.832031 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -55930.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55930.832031 Penalty: 3215.621338
	Iteration 22F: 3 clusters Score -55930.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 234396 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 26749 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 60254 members 
Mstep: Class 7 contains 357351 members 
Mstep: Class 8 contains 214147 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31571 members 
Mstep: Class 12 contains 134008 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 79746 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 257 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 312793 members 
Mstep: Class 21 contains 16382 members 
Mstep: Class 22 contains 397 members 
Entering Unmasked Estep 
Score: -158377008.000000 Penalty: 77678.523438
Splitting cluster 18 changes total score from -158377424.000000 to -158377008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 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 411 members 
Entering Unmasked Estep 
Score: -71554.554688 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71554.55 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71808.148438 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71808.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71888.304688 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -71888.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71919.531250 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -71919.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71937.546875 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -71937.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71951.726562 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -71951.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71957.906250 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -71957.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71961.398438 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -71961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71964.007812 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -71964.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71964.671875 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -71964.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71967.218750 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -71967.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71969.023438 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -71969.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71970.789062 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -71970.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71970.789062 Penalty: 3319.273682
	Iteration 13F: 3 clusters Score -71970.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (312793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312793 members 
Entering Unmasked Estep 
Score: -33209904.000000 Penalty: 3138.017578
	Iteration 0F: 2 clusters Score -3.32099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156169 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -33002974.000000 Penalty: 6276.035156
	Iteration 0F: 3 clusters Score -3.300297e+07 nChanged 151821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150390 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -33092686.000000 Penalty: 6276.035156
	Iteration 1F: 3 clusters Score -3.309269e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -33094000.000000 Penalty: 6276.035156
	Iteration 2Q: 3 clusters Score -3.3094e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140814 members 
Mstep: Class 2 contains 171979 members 
Entering Unmasked Estep 
Score: -33095852.000000 Penalty: 6276.035156
	Iteration 3Q: 3 clusters Score -3.309585e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131817 members 
Mstep: Class 2 contains 180976 members 
Entering Unmasked Estep 
Score: -33099020.000000 Penalty: 6276.035156
	Iteration 4Q: 3 clusters Score -3.309902e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118240 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -33105190.000000 Penalty: 6276.035156
	Iteration 5Q: 3 clusters Score -3.310519e+07 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 213979 members 
Entering Unmasked Estep 
Score: -33116232.000000 Penalty: 6276.035156
	Iteration 6F: 3 clusters Score -3.311623e+07 nChanged 25511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 239438 members 
Entering Unmasked Estep 
Score: -33135512.000000 Penalty: 6276.035156
	Iteration 7F: 3 clusters Score -3.313551e+07 nChanged 28606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 268032 members 
Entering Unmasked Estep 
Score: -33161592.000000 Penalty: 6276.035156
	Iteration 8F: 3 clusters Score -3.316159e+07 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 292216 members 
Entering Unmasked Estep 
Score: -33186298.000000 Penalty: 6276.035156
	Iteration 9F: 3 clusters Score -3.31863e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 305928 members 
Entering Unmasked Estep 
Score: -33200092.000000 Penalty: 6276.035156
	Iteration 10Q: 3 clusters Score -3.320009e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 311034 members 
Entering Unmasked Estep 
Score: -33205292.000000 Penalty: 6276.035156
	Iteration 11Q: 3 clusters Score -3.320529e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 312285 members 
Entering Unmasked Estep 
Score: -33206500.000000 Penalty: 6276.035156
	Iteration 12Q: 3 clusters Score -3.32065e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 312535 members 
Entering Unmasked Estep 
Score: -33206814.000000 Penalty: 6276.035156
	Iteration 13Q: 3 clusters Score -3.320681e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 312597 members 
Entering Unmasked Estep 
Score: -33206950.000000 Penalty: 6276.035156
	Iteration 14Q: 3 clusters Score -3.320695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 312615 members 
Entering Unmasked Estep 
Score: -33206966.000000 Penalty: 6276.035156
	Iteration 15Q: 3 clusters Score -3.320697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 312626 members 
Entering Unmasked Estep 
Score: -33207022.000000 Penalty: 6276.035156
	Iteration 16Q: 3 clusters Score -3.320702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312635 members 
Entering Unmasked Estep 
Score: -33207058.000000 Penalty: 6276.035156
	Iteration 17Q: 3 clusters Score -3.320706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 312636 members 
Entering Unmasked Estep 
Score: -33207086.000000 Penalty: 6276.035156
	Iteration 18Q: 3 clusters Score -3.320709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312635 members 
Entering Unmasked Estep 
Score: -33207082.000000 Penalty: 6276.035156
	Iteration 19Q: 3 clusters Score -3.320708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312635 members 
Entering Unmasked Estep 
Score: -33207082.000000 Penalty: 6276.035156
	Iteration 20F: 3 clusters Score -3.320708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 234396 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 26749 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 60254 members 
Mstep: Class 7 contains 357351 members 
Mstep: Class 8 contains 214147 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31571 members 
Mstep: Class 12 contains 134008 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 79746 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 312793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381584.000000 Penalty: 74147.679688
Iteration 399Q: 22 clusters Score -1.583816e+08 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 234795 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 26799 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 60473 members 
Mstep: Class 7 contains 358172 members 
Mstep: Class 8 contains 215181 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31469 members 
Mstep: Class 12 contains 134180 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 79760 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3436 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 312496 members 
Mstep: Class 21 contains 14418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386400.000000 Penalty: 74147.679688
Iteration 400F: 22 clusters Score -1.583864e+08 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 234668 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 26811 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 60734 members 
Mstep: Class 7 contains 357662 members 
Mstep: Class 8 contains 215562 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31421 members 
Mstep: Class 12 contains 133986 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 79782 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3434 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 311981 members 
Mstep: Class 21 contains 15199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158388064.000000 Penalty: 74147.679688
Iteration 401Q: 22 clusters Score -1.583881e+08 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 234469 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 26827 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 60986 members 
Mstep: Class 7 contains 357320 members 
Mstep: Class 8 contains 215940 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31364 members 
Mstep: Class 12 contains 133719 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 79802 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 311426 members 
Mstep: Class 21 contains 15886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389056.000000 Penalty: 74147.679688
Iteration 402Q: 22 clusters Score -1.583891e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 234281 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 26864 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 61226 members 
Mstep: Class 7 contains 357055 members 
Mstep: Class 8 contains 216254 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31346 members 
Mstep: Class 12 contains 133449 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 79855 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 310838 members 
Mstep: Class 21 contains 16576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389920.000000 Penalty: 74147.679688
Iteration 403Q: 22 clusters Score -1.583899e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 234137 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 26861 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 61414 members 
Mstep: Class 7 contains 356812 members 
Mstep: Class 8 contains 216541 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31333 members 
Mstep: Class 12 contains 133199 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 79881 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 310377 members 
Mstep: Class 21 contains 17136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391136.000000 Penalty: 74147.679688
Iteration 404Q: 22 clusters Score -1.583911e+08 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 233983 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 26870 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 61604 members 
Mstep: Class 7 contains 356729 members 
Mstep: Class 8 contains 216845 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 31315 members 
Mstep: Class 12 contains 132888 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 79897 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 309898 members 
Mstep: Class 21 contains 17620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390912.000000 Penalty: 74147.679688
Iteration 405Q: 22 clusters Score -1.583909e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 233878 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 26883 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 61811 members 
Mstep: Class 7 contains 356641 members 
Mstep: Class 8 contains 217074 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31319 members 
Mstep: Class 12 contains 132584 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 79886 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 309517 members 
Mstep: Class 21 contains 18023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391648.000000 Penalty: 74147.679688
Iteration 406Q: 22 clusters Score -1.583916e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 233831 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 26905 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 61991 members 
Mstep: Class 7 contains 356629 members 
Mstep: Class 8 contains 217233 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31319 members 
Mstep: Class 12 contains 132261 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 79897 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 309183 members 
Mstep: Class 21 contains 18331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391760.000000 Penalty: 74147.679688
Iteration 407Q: 22 clusters Score -1.583918e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 233846 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 26917 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 62142 members 
Mstep: Class 7 contains 356708 members 
Mstep: Class 8 contains 217367 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 31307 members 
Mstep: Class 12 contains 131918 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 79918 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308849 members 
Mstep: Class 21 contains 18600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392144.000000 Penalty: 74147.679688
Iteration 408Q: 22 clusters Score -1.583921e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 233910 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 26926 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 62280 members 
Mstep: Class 7 contains 356784 members 
Mstep: Class 8 contains 217486 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31299 members 
Mstep: Class 12 contains 131574 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 79951 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308568 members 
Mstep: Class 21 contains 18823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392384.000000 Penalty: 74147.679688
Iteration 409Q: 22 clusters Score -1.583924e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 234014 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 26932 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 62375 members 
Mstep: Class 7 contains 356863 members 
Mstep: Class 8 contains 217585 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31289 members 
Mstep: Class 12 contains 131207 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 79991 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308389 members 
Mstep: Class 21 contains 18987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392896.000000 Penalty: 74147.679688
Iteration 410Q: 22 clusters Score -1.583929e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 234136 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 26935 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 62495 members 
Mstep: Class 7 contains 356840 members 
Mstep: Class 8 contains 217682 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31291 members 
Mstep: Class 12 contains 130884 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 2956 members 
Mstep: Class 15 contains 80016 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308265 members 
Mstep: Class 21 contains 19104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393328.000000 Penalty: 74147.679688
Iteration 411Q: 22 clusters Score -1.583933e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 234286 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 26933 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 62625 members 
Mstep: Class 7 contains 356808 members 
Mstep: Class 8 contains 217766 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31284 members 
Mstep: Class 12 contains 130550 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 80026 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308169 members 
Mstep: Class 21 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393056.000000 Penalty: 74147.679688
Iteration 412Q: 22 clusters Score -1.583931e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 234488 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 26932 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 62772 members 
Mstep: Class 7 contains 356680 members 
Mstep: Class 8 contains 217883 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31287 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 80057 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308047 members 
Mstep: Class 21 contains 19318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392896.000000 Penalty: 74147.679688
Iteration 413Q: 22 clusters Score -1.583929e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 234694 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 26939 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 62888 members 
Mstep: Class 7 contains 356468 members 
Mstep: Class 8 contains 217998 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31284 members 
Mstep: Class 12 contains 129871 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2997 members 
Mstep: Class 15 contains 80108 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3423 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308024 members 
Mstep: Class 21 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393184.000000 Penalty: 74147.679688
Iteration 414Q: 22 clusters Score -1.583932e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 234892 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 26934 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 62991 members 
Mstep: Class 7 contains 356250 members 
Mstep: Class 8 contains 218133 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31295 members 
Mstep: Class 12 contains 129524 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 80146 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3423 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308034 members 
Mstep: Class 21 contains 19458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393200.000000 Penalty: 74147.679688
Iteration 415Q: 22 clusters Score -1.583932e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 235064 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26948 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63120 members 
Mstep: Class 7 contains 356066 members 
Mstep: Class 8 contains 218253 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31303 members 
Mstep: Class 12 contains 129156 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 80176 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308030 members 
Mstep: Class 21 contains 19522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393024.000000 Penalty: 74147.679688
Iteration 416Q: 22 clusters Score -1.58393e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 235296 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 26973 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63195 members 
Mstep: Class 7 contains 355892 members 
Mstep: Class 8 contains 218342 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31303 members 
Mstep: Class 12 contains 128724 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 80242 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308084 members 
Mstep: Class 21 contains 19574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393344.000000 Penalty: 74147.679688
Iteration 417Q: 22 clusters Score -1.583933e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 235516 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63260 members 
Mstep: Class 7 contains 355595 members 
Mstep: Class 8 contains 218448 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31298 members 
Mstep: Class 12 contains 128328 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 80297 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308259 members 
Mstep: Class 21 contains 19627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393024.000000 Penalty: 74147.679688
Iteration 418Q: 22 clusters Score -1.58393e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 235728 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 26995 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63328 members 
Mstep: Class 7 contains 355224 members 
Mstep: Class 8 contains 218587 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31284 members 
Mstep: Class 12 contains 127930 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 80363 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308491 members 
Mstep: Class 21 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393216.000000 Penalty: 74147.679688
Iteration 419Q: 22 clusters Score -1.583932e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 235879 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 27013 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63407 members 
Mstep: Class 7 contains 354837 members 
Mstep: Class 8 contains 218718 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 127561 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 80407 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 308758 members 
Mstep: Class 21 contains 19709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393840.000000 Penalty: 74147.679688
Iteration 420F: 22 clusters Score -1.583938e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 236015 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 27015 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 63480 members 
Mstep: Class 7 contains 354504 members 
Mstep: Class 8 contains 218791 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31267 members 
Mstep: Class 12 contains 127214 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3087 members 
Mstep: Class 15 contains 80443 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 309051 members 
Mstep: Class 21 contains 19758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394304.000000 Penalty: 74147.679688
Iteration 421Q: 22 clusters Score -1.583943e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 236147 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 27014 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 63552 members 
Mstep: Class 7 contains 354072 members 
Mstep: Class 8 contains 218861 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31263 members 
Mstep: Class 12 contains 126920 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3093 members 
Mstep: Class 15 contains 80485 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 309414 members 
Mstep: Class 21 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394656.000000 Penalty: 74147.679688
Iteration 422Q: 22 clusters Score -1.583947e+08 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 236267 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 27011 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 63628 members 
Mstep: Class 7 contains 353589 members 
Mstep: Class 8 contains 218896 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31253 members 
Mstep: Class 12 contains 126632 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 80506 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 309885 members 
Mstep: Class 21 contains 19850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395504.000000 Penalty: 74147.679688
Iteration 423Q: 22 clusters Score -1.583955e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 236397 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 27005 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63717 members 
Mstep: Class 7 contains 353033 members 
Mstep: Class 8 contains 218892 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31255 members 
Mstep: Class 12 contains 126318 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3108 members 
Mstep: Class 15 contains 80538 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 310483 members 
Mstep: Class 21 contains 19886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395808.000000 Penalty: 74147.679688
Iteration 424Q: 22 clusters Score -1.583958e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 236491 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 26991 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 63830 members 
Mstep: Class 7 contains 352543 members 
Mstep: Class 8 contains 218852 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31249 members 
Mstep: Class 12 contains 125982 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 80547 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 311131 members 
Mstep: Class 21 contains 19914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396464.000000 Penalty: 74147.679688
Iteration 425Q: 22 clusters Score -1.583965e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 236534 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26958 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 63912 members 
Mstep: Class 7 contains 352011 members 
Mstep: Class 8 contains 218824 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31240 members 
Mstep: Class 12 contains 125611 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3126 members 
Mstep: Class 15 contains 80577 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 311921 members 
Mstep: Class 21 contains 19942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396480.000000 Penalty: 74147.679688
Iteration 426Q: 22 clusters Score -1.583965e+08 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 236499 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26947 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 64020 members 
Mstep: Class 7 contains 351475 members 
Mstep: Class 8 contains 218813 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31232 members 
Mstep: Class 12 contains 125212 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 80610 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 312730 members 
Mstep: Class 21 contains 19979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396960.000000 Penalty: 74147.679688
Iteration 427Q: 22 clusters Score -1.58397e+08 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 236452 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26936 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 64109 members 
Mstep: Class 7 contains 350968 members 
Mstep: Class 8 contains 218737 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31215 members 
Mstep: Class 12 contains 124840 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 80635 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3420 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 313601 members 
Mstep: Class 21 contains 20001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397424.000000 Penalty: 74147.679688
Iteration 428Q: 22 clusters Score -1.583974e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 236371 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26930 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 64178 members 
Mstep: Class 7 contains 350512 members 
Mstep: Class 8 contains 218623 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31202 members 
Mstep: Class 12 contains 124413 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 80653 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3418 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 314587 members 
Mstep: Class 21 contains 20031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158398304.000000 Penalty: 74147.679688
Iteration 429Q: 22 clusters Score -1.583983e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 236282 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26922 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 64271 members 
Mstep: Class 7 contains 349942 members 
Mstep: Class 8 contains 218449 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 124039 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 80669 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 315670 members 
Mstep: Class 21 contains 20056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158398544.000000 Penalty: 74147.679688
Iteration 430Q: 22 clusters Score -1.583985e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 236146 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26920 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 64399 members 
Mstep: Class 7 contains 349277 members 
Mstep: Class 8 contains 218284 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31191 members 
Mstep: Class 12 contains 123651 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 15 contains 80692 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 316850 members 
Mstep: Class 21 contains 20082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158398560.000000 Penalty: 74147.679688
Iteration 431Q: 22 clusters Score -1.583986e+08 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 235923 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 26901 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 64533 members 
Mstep: Class 7 contains 348680 members 
Mstep: Class 8 contains 218156 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31179 members 
Mstep: Class 12 contains 123208 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 80693 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3415 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 318116 members 
Mstep: Class 21 contains 20099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399920.000000 Penalty: 74147.679688
Iteration 432Q: 22 clusters Score -1.583999e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 235686 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26858 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 64636 members 
Mstep: Class 7 contains 348058 members 
Mstep: Class 8 contains 217982 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31153 members 
Mstep: Class 12 contains 122734 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 80691 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3414 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 319590 members 
Mstep: Class 21 contains 20111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400352.000000 Penalty: 74147.679688
Iteration 433Q: 22 clusters Score -1.584004e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 235412 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 26830 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 64741 members 
Mstep: Class 7 contains 347290 members 
Mstep: Class 8 contains 217795 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31142 members 
Mstep: Class 12 contains 122256 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 80689 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 321228 members 
Mstep: Class 21 contains 20123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400672.000000 Penalty: 74147.679688
Iteration 434Q: 22 clusters Score -1.584007e+08 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 235083 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 26809 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 64855 members 
Mstep: Class 7 contains 346406 members 
Mstep: Class 8 contains 217619 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31136 members 
Mstep: Class 12 contains 121781 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 80691 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 323006 members 
Mstep: Class 21 contains 20126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401200.000000 Penalty: 74147.679688
Iteration 435Q: 22 clusters Score -1.584012e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 234698 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 26800 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 65033 members 
Mstep: Class 7 contains 345591 members 
Mstep: Class 8 contains 217414 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31148 members 
Mstep: Class 12 contains 121251 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 80692 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 324785 members 
Mstep: Class 21 contains 20123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401600.000000 Penalty: 74147.679688
Iteration 436Q: 22 clusters Score -1.584016e+08 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 234314 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 26763 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 65216 members 
Mstep: Class 7 contains 344814 members 
Mstep: Class 8 contains 217138 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31148 members 
Mstep: Class 12 contains 120799 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 80702 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 326562 members 
Mstep: Class 21 contains 20110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401760.000000 Penalty: 74147.679688
Iteration 437Q: 22 clusters Score -1.584018e+08 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 233953 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 26726 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 65411 members 
Mstep: Class 7 contains 343978 members 
Mstep: Class 8 contains 216803 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31127 members 
Mstep: Class 12 contains 120425 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 80698 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 328391 members 
Mstep: Class 21 contains 20081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401328.000000 Penalty: 74147.679688
Iteration 438Q: 22 clusters Score -1.584013e+08 nChanged 5573
Entering ConstructFrom: 
Score: -158401328.000000 Penalty: 74147.679688
Entering ConstructFrom: 
Trying to split cluster 1 (39038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Entering Unmasked Estep 
Score: -4202226.000000 Penalty: 2621.927979
	Iteration 0F: 2 clusters Score -4202226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4175762.000000 Penalty: 5243.855957
	Iteration 0F: 3 clusters Score -4175762 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4185731.750000 Penalty: 5243.855957
	Iteration 1F: 3 clusters Score -4185732 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4186534.250000 Penalty: 5243.855957
	Iteration 2F: 3 clusters Score -4186534 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4187417.750000 Penalty: 5243.855957
	Iteration 3F: 3 clusters Score -4187418 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4188494.500000 Penalty: 5243.855957
	Iteration 4F: 3 clusters Score -4188494 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4189799.750000 Penalty: 5243.855957
	Iteration 5F: 3 clusters Score -4189800 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4191336.250000 Penalty: 5243.855957
	Iteration 6F: 3 clusters Score -4191336 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4193230.000000 Penalty: 5243.855957
	Iteration 7F: 3 clusters Score -4193230 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4195115.000000 Penalty: 5243.855957
	Iteration 8F: 3 clusters Score -4195115 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4196580.500000 Penalty: 5243.855957
	Iteration 9F: 3 clusters Score -4196580 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4197601.500000 Penalty: 5243.855957
	Iteration 10Q: 3 clusters Score -4197602 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4198373.500000 Penalty: 5243.855957
	Iteration 11Q: 3 clusters Score -4198374 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4198972.000000 Penalty: 5243.855957
	Iteration 12Q: 3 clusters Score -4198972 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4199396.500000 Penalty: 5243.855957
	Iteration 13Q: 3 clusters Score -4199396 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4199705.000000 Penalty: 5243.855957
	Iteration 14Q: 3 clusters Score -4199705 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4199914.500000 Penalty: 5243.855957
	Iteration 15Q: 3 clusters Score -4199914 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4200111.000000 Penalty: 5243.855957
	Iteration 16Q: 3 clusters Score -4200111 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4200235.000000 Penalty: 5243.855957
	Iteration 17Q: 3 clusters Score -4200235 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4200310.500000 Penalty: 5243.855957
	Iteration 18Q: 3 clusters Score -4200310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4200373.500000 Penalty: 5243.855957
	Iteration 19Q: 3 clusters Score -4200374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4200412.500000 Penalty: 5243.855957
	Iteration 20F: 3 clusters Score -4200412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4200440.000000 Penalty: 5243.855957
	Iteration 21Q: 3 clusters Score -4200440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4200478.000000 Penalty: 5243.855957
	Iteration 22Q: 3 clusters Score -4200478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4200490.500000 Penalty: 5243.855957
	Iteration 23Q: 3 clusters Score -4200490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4200510.000000 Penalty: 5243.855957
	Iteration 24Q: 3 clusters Score -4200510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4200519.500000 Penalty: 5243.855957
	Iteration 25Q: 3 clusters Score -4200520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4200527.000000 Penalty: 5243.855957
	Iteration 26Q: 3 clusters Score -4200527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4200537.500000 Penalty: 5243.855957
	Iteration 27Q: 3 clusters Score -4200538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4200562.000000 Penalty: 5243.855957
	Iteration 28Q: 3 clusters Score -4200562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4200571.500000 Penalty: 5243.855957
	Iteration 29Q: 3 clusters Score -4200572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4200573.500000 Penalty: 5243.855957
	Iteration 30Q: 3 clusters Score -4200574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4200580.000000 Penalty: 5243.855957
	Iteration 31Q: 3 clusters Score -4200580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4200585.000000 Penalty: 5243.855957
	Iteration 32Q: 3 clusters Score -4200585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4200595.000000 Penalty: 5243.855957
	Iteration 33Q: 3 clusters Score -4200595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4200600.500000 Penalty: 5243.855957
	Iteration 34Q: 3 clusters Score -4200600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4200612.500000 Penalty: 5243.855957
	Iteration 35Q: 3 clusters Score -4200612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4200614.500000 Penalty: 5243.855957
	Iteration 36Q: 3 clusters Score -4200614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4200611.500000 Penalty: 5243.855957
	Iteration 37Q: 3 clusters Score -4200612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4200627.000000 Penalty: 5243.855957
	Iteration 38Q: 3 clusters Score -4200627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4200626.000000 Penalty: 5243.855957
	Iteration 39Q: 3 clusters Score -4200626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4200630.500000 Penalty: 5243.855957
	Iteration 40F: 3 clusters Score -4200630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4200624.500000 Penalty: 5243.855957
	Iteration 41Q: 3 clusters Score -4200624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4200629.000000 Penalty: 5243.855957
	Iteration 42Q: 3 clusters Score -4200629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4200636.500000 Penalty: 5243.855957
	Iteration 43Q: 3 clusters Score -4200636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4200638.500000 Penalty: 5243.855957
	Iteration 44Q: 3 clusters Score -4200638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4200636.000000 Penalty: 5243.855957
	Iteration 45Q: 3 clusters Score -4200636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4200640.000000 Penalty: 5243.855957
	Iteration 46Q: 3 clusters Score -4200640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4200642.000000 Penalty: 5243.855957
	Iteration 47Q: 3 clusters Score -4200642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4200646.000000 Penalty: 5243.855957
	Iteration 48Q: 3 clusters Score -4200646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4200647.000000 Penalty: 5243.855957
	Iteration 49Q: 3 clusters Score -4200647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4200648.500000 Penalty: 5243.855957
	Iteration 50Q: 3 clusters Score -4200648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4200648.000000 Penalty: 5243.855957
	Iteration 51Q: 3 clusters Score -4200648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4200645.000000 Penalty: 5243.855957
	Iteration 52Q: 3 clusters Score -4200645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4200649.500000 Penalty: 5243.855957
	Iteration 53Q: 3 clusters Score -4200650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4200651.000000 Penalty: 5243.855957
	Iteration 54Q: 3 clusters Score -4200651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4200648.500000 Penalty: 5243.855957
	Iteration 55Q: 3 clusters Score -4200648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4200652.500000 Penalty: 5243.855957
	Iteration 56Q: 3 clusters Score -4200652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4200652.500000 Penalty: 5243.855957
	Iteration 57F: 3 clusters Score -4200652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (233627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233627 members 
Entering Unmasked Estep 
Score: -24806486.000000 Penalty: 3065.647217
	Iteration 0F: 2 clusters Score -2.480649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -24652274.000000 Penalty: 6131.294434
	Iteration 0F: 3 clusters Score -2.465227e+07 nChanged 112623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118520 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -24718388.000000 Penalty: 6131.294434
	Iteration 1F: 3 clusters Score -2.471839e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119135 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -24719584.000000 Penalty: 6131.294434
	Iteration 2Q: 3 clusters Score -2.471958e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119992 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -24720814.000000 Penalty: 6131.294434
	Iteration 3Q: 3 clusters Score -2.472081e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 112376 members 
Entering Unmasked Estep 
Score: -24722920.000000 Penalty: 6131.294434
	Iteration 4Q: 3 clusters Score -2.472292e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123198 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
Score: -24725958.000000 Penalty: 6131.294434
	Iteration 5Q: 3 clusters Score -2.472596e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -24730298.000000 Penalty: 6131.294434
	Iteration 6Q: 3 clusters Score -2.47303e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -24735992.000000 Penalty: 6131.294434
	Iteration 7F: 3 clusters Score -2.473599e+07 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133488 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -24741896.000000 Penalty: 6131.294434
	Iteration 8F: 3 clusters Score -2.47419e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138410 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -24747192.000000 Penalty: 6131.294434
	Iteration 9F: 3 clusters Score -2.474719e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -24751992.000000 Penalty: 6131.294434
	Iteration 10Q: 3 clusters Score -2.475199e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -24756104.000000 Penalty: 6131.294434
	Iteration 11Q: 3 clusters Score -2.47561e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155941 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -24760184.000000 Penalty: 6131.294434
	Iteration 12Q: 3 clusters Score -2.476018e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -24764342.000000 Penalty: 6131.294434
	Iteration 13Q: 3 clusters Score -2.476434e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -24768482.000000 Penalty: 6131.294434
	Iteration 14Q: 3 clusters Score -2.476848e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177278 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -24773008.000000 Penalty: 6131.294434
	Iteration 15Q: 3 clusters Score -2.477301e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184336 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -24777844.000000 Penalty: 6131.294434
	Iteration 16Q: 3 clusters Score -2.477784e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190674 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -24782230.000000 Penalty: 6131.294434
	Iteration 17Q: 3 clusters Score -2.478223e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195936 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -24786284.000000 Penalty: 6131.294434
	Iteration 18Q: 3 clusters Score -2.478628e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200228 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -24789384.000000 Penalty: 6131.294434
	Iteration 19Q: 3 clusters Score -2.478938e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203764 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -24791746.000000 Penalty: 6131.294434
	Iteration 20F: 3 clusters Score -2.479175e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206924 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -24793322.000000 Penalty: 6131.294434
	Iteration 21Q: 3 clusters Score -2.479332e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209804 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -24794670.000000 Penalty: 6131.294434
	Iteration 22Q: 3 clusters Score -2.479467e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212407 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -24795868.000000 Penalty: 6131.294434
	Iteration 23Q: 3 clusters Score -2.479587e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214788 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -24796910.000000 Penalty: 6131.294434
	Iteration 24Q: 3 clusters Score -2.479691e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216941 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -24797950.000000 Penalty: 6131.294434
	Iteration 25Q: 3 clusters Score -2.479795e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218834 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -24798740.000000 Penalty: 6131.294434
	Iteration 26Q: 3 clusters Score -2.479874e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220426 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -24799448.000000 Penalty: 6131.294434
	Iteration 27Q: 3 clusters Score -2.479945e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221823 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -24799982.000000 Penalty: 6131.294434
	Iteration 28Q: 3 clusters Score -2.479998e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223027 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -24800446.000000 Penalty: 6131.294434
	Iteration 29Q: 3 clusters Score -2.480045e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224086 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -24800878.000000 Penalty: 6131.294434
	Iteration 30Q: 3 clusters Score -2.480088e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224996 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -24801212.000000 Penalty: 6131.294434
	Iteration 31Q: 3 clusters Score -2.480121e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225757 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -24801466.000000 Penalty: 6131.294434
	Iteration 32Q: 3 clusters Score -2.480147e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226378 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -24801826.000000 Penalty: 6131.294434
	Iteration 33Q: 3 clusters Score -2.480183e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226906 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -24802016.000000 Penalty: 6131.294434
	Iteration 34Q: 3 clusters Score -2.480202e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -24802166.000000 Penalty: 6131.294434
	Iteration 35Q: 3 clusters Score -2.480217e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227785 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -24802322.000000 Penalty: 6131.294434
	Iteration 36Q: 3 clusters Score -2.480232e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228127 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -24802506.000000 Penalty: 6131.294434
	Iteration 37Q: 3 clusters Score -2.480251e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228428 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -24802586.000000 Penalty: 6131.294434
	Iteration 38Q: 3 clusters Score -2.480259e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228690 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -24802706.000000 Penalty: 6131.294434
	Iteration 39Q: 3 clusters Score -2.480271e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228938 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -24802732.000000 Penalty: 6131.294434
	Iteration 40F: 3 clusters Score -2.480273e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229146 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -24802814.000000 Penalty: 6131.294434
	Iteration 41Q: 3 clusters Score -2.480281e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229333 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -24802898.000000 Penalty: 6131.294434
	Iteration 42Q: 3 clusters Score -2.48029e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229492 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -24802982.000000 Penalty: 6131.294434
	Iteration 43Q: 3 clusters Score -2.480298e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229660 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -24803088.000000 Penalty: 6131.294434
	Iteration 44Q: 3 clusters Score -2.480309e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229799 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -24803152.000000 Penalty: 6131.294434
	Iteration 45Q: 3 clusters Score -2.480315e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229933 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -24803204.000000 Penalty: 6131.294434
	Iteration 46Q: 3 clusters Score -2.48032e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230068 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -24803258.000000 Penalty: 6131.294434
	Iteration 47Q: 3 clusters Score -2.480326e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230170 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -24803336.000000 Penalty: 6131.294434
	Iteration 48Q: 3 clusters Score -2.480334e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230271 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -24803346.000000 Penalty: 6131.294434
	Iteration 49Q: 3 clusters Score -2.480335e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230344 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -24803336.000000 Penalty: 6131.294434
	Iteration 50Q: 3 clusters Score -2.480334e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230404 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -24803390.000000 Penalty: 6131.294434
	Iteration 51Q: 3 clusters Score -2.480339e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230468 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -24803388.000000 Penalty: 6131.294434
	Iteration 52Q: 3 clusters Score -2.480339e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230537 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -24803428.000000 Penalty: 6131.294434
	Iteration 53Q: 3 clusters Score -2.480343e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230602 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -24803490.000000 Penalty: 6131.294434
	Iteration 54Q: 3 clusters Score -2.480349e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230672 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -24803518.000000 Penalty: 6131.294434
	Iteration 55Q: 3 clusters Score -2.480352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -24803530.000000 Penalty: 6131.294434
	Iteration 56Q: 3 clusters Score -2.480353e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230798 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -24803562.000000 Penalty: 6131.294434
	Iteration 57Q: 3 clusters Score -2.480356e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230853 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -24803578.000000 Penalty: 6131.294434
	Iteration 58Q: 3 clusters Score -2.480358e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230901 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -24803606.000000 Penalty: 6131.294434
	Iteration 59Q: 3 clusters Score -2.480361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230951 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -24803656.000000 Penalty: 6131.294434
	Iteration 60F: 3 clusters Score -2.480366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230994 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -24803634.000000 Penalty: 6131.294434
	Iteration 61Q: 3 clusters Score -2.480363e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231038 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -24803652.000000 Penalty: 6131.294434
	Iteration 62Q: 3 clusters Score -2.480365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231070 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -24803640.000000 Penalty: 6131.294434
	Iteration 63Q: 3 clusters Score -2.480364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231113 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -24803660.000000 Penalty: 6131.294434
	Iteration 64Q: 3 clusters Score -2.480366e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231147 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -24803682.000000 Penalty: 6131.294434
	Iteration 65Q: 3 clusters Score -2.480368e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231174 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -24803704.000000 Penalty: 6131.294434
	Iteration 66Q: 3 clusters Score -2.48037e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231200 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -24803724.000000 Penalty: 6131.294434
	Iteration 67Q: 3 clusters Score -2.480372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231226 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -24803724.000000 Penalty: 6131.294434
	Iteration 68Q: 3 clusters Score -2.480372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231246 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -24803728.000000 Penalty: 6131.294434
	Iteration 69Q: 3 clusters Score -2.480373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231261 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24803748.000000 Penalty: 6131.294434
	Iteration 70Q: 3 clusters Score -2.480375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231281 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -24803750.000000 Penalty: 6131.294434
	Iteration 71Q: 3 clusters Score -2.480375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231311 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -24803726.000000 Penalty: 6131.294434
	Iteration 72Q: 3 clusters Score -2.480373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231329 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -24803756.000000 Penalty: 6131.294434
	Iteration 73Q: 3 clusters Score -2.480376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231340 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -24803748.000000 Penalty: 6131.294434
	Iteration 74Q: 3 clusters Score -2.480375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231352 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -24803766.000000 Penalty: 6131.294434
	Iteration 75Q: 3 clusters Score -2.480377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231364 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -24803740.000000 Penalty: 6131.294434
	Iteration 76Q: 3 clusters Score -2.480374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231376 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24803766.000000 Penalty: 6131.294434
	Iteration 77Q: 3 clusters Score -2.480377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231387 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -24803764.000000 Penalty: 6131.294434
	Iteration 78Q: 3 clusters Score -2.480376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231394 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -24803776.000000 Penalty: 6131.294434
	Iteration 79Q: 3 clusters Score -2.480378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231403 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24803768.000000 Penalty: 6131.294434
	Iteration 80F: 3 clusters Score -2.480377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231415 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -24803762.000000 Penalty: 6131.294434
	Iteration 81Q: 3 clusters Score -2.480376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231420 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24803770.000000 Penalty: 6131.294434
	Iteration 82Q: 3 clusters Score -2.480377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -24803766.000000 Penalty: 6131.294434
	Iteration 83Q: 3 clusters Score -2.480377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231435 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -24803778.000000 Penalty: 6131.294434
	Iteration 84Q: 3 clusters Score -2.480378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231445 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -24803788.000000 Penalty: 6131.294434
	Iteration 85Q: 3 clusters Score -2.480379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231452 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24803800.000000 Penalty: 6131.294434
	Iteration 86Q: 3 clusters Score -2.48038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231464 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -24803798.000000 Penalty: 6131.294434
	Iteration 87Q: 3 clusters Score -2.48038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231476 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -24803832.000000 Penalty: 6131.294434
	Iteration 88Q: 3 clusters Score -2.480383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231483 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -24803842.000000 Penalty: 6131.294434
	Iteration 89Q: 3 clusters Score -2.480384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231489 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -24803840.000000 Penalty: 6131.294434
	Iteration 90Q: 3 clusters Score -2.480384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231497 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -24803846.000000 Penalty: 6131.294434
	Iteration 91Q: 3 clusters Score -2.480385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231504 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -24803838.000000 Penalty: 6131.294434
	Iteration 92Q: 3 clusters Score -2.480384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231517 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -24803846.000000 Penalty: 6131.294434
	Iteration 93Q: 3 clusters Score -2.480385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231525 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -24803862.000000 Penalty: 6131.294434
	Iteration 94Q: 3 clusters Score -2.480386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231532 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -24803868.000000 Penalty: 6131.294434
	Iteration 95Q: 3 clusters Score -2.480387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231545 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -24803896.000000 Penalty: 6131.294434
	Iteration 96Q: 3 clusters Score -2.48039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231552 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -24803918.000000 Penalty: 6131.294434
	Iteration 97Q: 3 clusters Score -2.480392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231566 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -24803912.000000 Penalty: 6131.294434
	Iteration 98Q: 3 clusters Score -2.480391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231577 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24803914.000000 Penalty: 6131.294434
	Iteration 99Q: 3 clusters Score -2.480391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231583 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24803896.000000 Penalty: 6131.294434
	Iteration 100F: 3 clusters Score -2.48039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231596 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -24803908.000000 Penalty: 6131.294434
	Iteration 101Q: 3 clusters Score -2.480391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231604 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -24803916.000000 Penalty: 6131.294434
	Iteration 102Q: 3 clusters Score -2.480392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231617 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24803940.000000 Penalty: 6131.294434
	Iteration 103Q: 3 clusters Score -2.480394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231629 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24803936.000000 Penalty: 6131.294434
	Iteration 104Q: 3 clusters Score -2.480394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231640 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -24803948.000000 Penalty: 6131.294434
	Iteration 105Q: 3 clusters Score -2.480395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231647 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -24803932.000000 Penalty: 6131.294434
	Iteration 106Q: 3 clusters Score -2.480393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231657 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -24803920.000000 Penalty: 6131.294434
	Iteration 107Q: 3 clusters Score -2.480392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -24803898.000000 Penalty: 6131.294434
	Iteration 108Q: 3 clusters Score -2.48039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231667 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -24803910.000000 Penalty: 6131.294434
	Iteration 109Q: 3 clusters Score -2.480391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231674 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -24803910.000000 Penalty: 6131.294434
	Iteration 110Q: 3 clusters Score -2.480391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231680 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -24803920.000000 Penalty: 6131.294434
	Iteration 111Q: 3 clusters Score -2.480392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231683 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -24803926.000000 Penalty: 6131.294434
	Iteration 112Q: 3 clusters Score -2.480393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231685 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -24803928.000000 Penalty: 6131.294434
	Iteration 113Q: 3 clusters Score -2.480393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231689 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -24803920.000000 Penalty: 6131.294434
	Iteration 114Q: 3 clusters Score -2.480392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231693 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -24803928.000000 Penalty: 6131.294434
	Iteration 115Q: 3 clusters Score -2.480393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231693 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -24803908.000000 Penalty: 6131.294434
	Iteration 116Q: 3 clusters Score -2.480391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231695 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -24803920.000000 Penalty: 6131.294434
	Iteration 117Q: 3 clusters Score -2.480392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231697 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -24803920.000000 Penalty: 6131.294434
	Iteration 118Q: 3 clusters Score -2.480392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231699 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -24803908.000000 Penalty: 6131.294434
	Iteration 119Q: 3 clusters Score -2.480391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231698 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -24803920.000000 Penalty: 6131.294434
	Iteration 120F: 3 clusters Score -2.480392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231699 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -24803910.000000 Penalty: 6131.294434
	Iteration 121Q: 3 clusters Score -2.480391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231699 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -24803910.000000 Penalty: 6131.294434
	Iteration 122F: 3 clusters Score -2.480391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Entering Unmasked Estep 
Score: -435978.562500 Penalty: 2079.770996
	Iteration 0F: 2 clusters Score -435978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -431870.156250 Penalty: 4159.541992
	Iteration 0F: 3 clusters Score -431870.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -432805.125000 Penalty: 4159.541992
	Iteration 1F: 3 clusters Score -432805.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -432976.468750 Penalty: 4159.541992
	Iteration 2F: 3 clusters Score -432976.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -433098.250000 Penalty: 4159.541992
	Iteration 3Q: 3 clusters Score -433098.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -433205.906250 Penalty: 4159.541992
	Iteration 4Q: 3 clusters Score -433205.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -433306.718750 Penalty: 4159.541992
	Iteration 5Q: 3 clusters Score -433306.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -433405.031250 Penalty: 4159.541992
	Iteration 6Q: 3 clusters Score -433405 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -433484.562500 Penalty: 4159.541992
	Iteration 7Q: 3 clusters Score -433484.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -433541.437500 Penalty: 4159.541992
	Iteration 8Q: 3 clusters Score -433541.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -433597.031250 Penalty: 4159.541992
	Iteration 9Q: 3 clusters Score -433597 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -433652.593750 Penalty: 4159.541992
	Iteration 10Q: 3 clusters Score -433652.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -433705.437500 Penalty: 4159.541992
	Iteration 11Q: 3 clusters Score -433705.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -433758.593750 Penalty: 4159.541992
	Iteration 12Q: 3 clusters Score -433758.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -433819.906250 Penalty: 4159.541992
	Iteration 13Q: 3 clusters Score -433819.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -433861.062500 Penalty: 4159.541992
	Iteration 14Q: 3 clusters Score -433861.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -433917.312500 Penalty: 4159.541992
	Iteration 15Q: 3 clusters Score -433917.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -433961.750000 Penalty: 4159.541992
	Iteration 16Q: 3 clusters Score -433961.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -434007.218750 Penalty: 4159.541992
	Iteration 17Q: 3 clusters Score -434007.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -434042.968750 Penalty: 4159.541992
	Iteration 18Q: 3 clusters Score -434043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -434069.593750 Penalty: 4159.541992
	Iteration 19Q: 3 clusters Score -434069.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -434093.125000 Penalty: 4159.541992
	Iteration 20F: 3 clusters Score -434093.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -434126.000000 Penalty: 4159.541992
	Iteration 21Q: 3 clusters Score -434126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -434148.718750 Penalty: 4159.541992
	Iteration 22Q: 3 clusters Score -434148.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -434167.843750 Penalty: 4159.541992
	Iteration 23Q: 3 clusters Score -434167.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -434181.312500 Penalty: 4159.541992
	Iteration 24Q: 3 clusters Score -434181.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -434192.750000 Penalty: 4159.541992
	Iteration 25Q: 3 clusters Score -434192.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -434207.750000 Penalty: 4159.541992
	Iteration 26Q: 3 clusters Score -434207.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -434221.875000 Penalty: 4159.541992
	Iteration 27Q: 3 clusters Score -434221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -434236.281250 Penalty: 4159.541992
	Iteration 28Q: 3 clusters Score -434236.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -434243.593750 Penalty: 4159.541992
	Iteration 29Q: 3 clusters Score -434243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -434253.187500 Penalty: 4159.541992
	Iteration 30Q: 3 clusters Score -434253.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -434264.656250 Penalty: 4159.541992
	Iteration 31Q: 3 clusters Score -434264.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -434279.531250 Penalty: 4159.541992
	Iteration 32Q: 3 clusters Score -434279.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -434290.031250 Penalty: 4159.541992
	Iteration 33Q: 3 clusters Score -434290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -434295.500000 Penalty: 4159.541992
	Iteration 34Q: 3 clusters Score -434295.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434303.687500 Penalty: 4159.541992
	Iteration 35Q: 3 clusters Score -434303.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -434311.218750 Penalty: 4159.541992
	Iteration 36Q: 3 clusters Score -434311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -434313.968750 Penalty: 4159.541992
	Iteration 37Q: 3 clusters Score -434314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -434316.312500 Penalty: 4159.541992
	Iteration 38Q: 3 clusters Score -434316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -434319.406250 Penalty: 4159.541992
	Iteration 39Q: 3 clusters Score -434319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -434323.968750 Penalty: 4159.541992
	Iteration 40F: 3 clusters Score -434324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -434330.375000 Penalty: 4159.541992
	Iteration 41Q: 3 clusters Score -434330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -434333.687500 Penalty: 4159.541992
	Iteration 42Q: 3 clusters Score -434333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -434334.343750 Penalty: 4159.541992
	Iteration 43Q: 3 clusters Score -434334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -434335.093750 Penalty: 4159.541992
	Iteration 44Q: 3 clusters Score -434335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -434335.093750 Penalty: 4159.541992
	Iteration 45F: 3 clusters Score -434335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Entering Unmasked Estep 
Score: -2882881.500000 Penalty: 2527.682861
	Iteration 0F: 2 clusters Score -2882882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2864338.750000 Penalty: 5055.365723
	Iteration 0F: 3 clusters Score -2864339 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2870937.250000 Penalty: 5055.365723
	Iteration 1F: 3 clusters Score -2870937 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2871417.000000 Penalty: 5055.365723
	Iteration 2Q: 3 clusters Score -2871417 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2871925.500000 Penalty: 5055.365723
	Iteration 3Q: 3 clusters Score -2871926 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2872527.250000 Penalty: 5055.365723
	Iteration 4Q: 3 clusters Score -2872527 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2873180.500000 Penalty: 5055.365723
	Iteration 5F: 3 clusters Score -2873180 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2874008.500000 Penalty: 5055.365723
	Iteration 6F: 3 clusters Score -2874008 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2875073.250000 Penalty: 5055.365723
	Iteration 7F: 3 clusters Score -2875073 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2876368.000000 Penalty: 5055.365723
	Iteration 8F: 3 clusters Score -2876368 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2877700.750000 Penalty: 5055.365723
	Iteration 9F: 3 clusters Score -2877701 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2878880.500000 Penalty: 5055.365723
	Iteration 10Q: 3 clusters Score -2878880 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2879634.000000 Penalty: 5055.365723
	Iteration 11Q: 3 clusters Score -2879634 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2879997.000000 Penalty: 5055.365723
	Iteration 12Q: 3 clusters Score -2879997 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2880190.500000 Penalty: 5055.365723
	Iteration 13Q: 3 clusters Score -2880190 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2880290.000000 Penalty: 5055.365723
	Iteration 14Q: 3 clusters Score -2880290 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2880345.500000 Penalty: 5055.365723
	Iteration 15Q: 3 clusters Score -2880346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2880378.750000 Penalty: 5055.365723
	Iteration 16Q: 3 clusters Score -2880379 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2880423.500000 Penalty: 5055.365723
	Iteration 17Q: 3 clusters Score -2880424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2880469.000000 Penalty: 5055.365723
	Iteration 18Q: 3 clusters Score -2880469 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2880500.750000 Penalty: 5055.365723
	Iteration 19Q: 3 clusters Score -2880501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2880531.750000 Penalty: 5055.365723
	Iteration 20F: 3 clusters Score -2880532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2880568.500000 Penalty: 5055.365723
	Iteration 21Q: 3 clusters Score -2880568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2880596.750000 Penalty: 5055.365723
	Iteration 22Q: 3 clusters Score -2880597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2880622.000000 Penalty: 5055.365723
	Iteration 23Q: 3 clusters Score -2880622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2880658.000000 Penalty: 5055.365723
	Iteration 24Q: 3 clusters Score -2880658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2880679.250000 Penalty: 5055.365723
	Iteration 25Q: 3 clusters Score -2880679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2880696.000000 Penalty: 5055.365723
	Iteration 26Q: 3 clusters Score -2880696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2880731.250000 Penalty: 5055.365723
	Iteration 27Q: 3 clusters Score -2880731 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2880746.750000 Penalty: 5055.365723
	Iteration 28Q: 3 clusters Score -2880747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2880768.500000 Penalty: 5055.365723
	Iteration 29Q: 3 clusters Score -2880768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2880776.750000 Penalty: 5055.365723
	Iteration 30Q: 3 clusters Score -2880777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2880801.000000 Penalty: 5055.365723
	Iteration 31Q: 3 clusters Score -2880801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2880810.250000 Penalty: 5055.365723
	Iteration 32Q: 3 clusters Score -2880810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2880815.750000 Penalty: 5055.365723
	Iteration 33Q: 3 clusters Score -2880816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2880822.500000 Penalty: 5055.365723
	Iteration 34Q: 3 clusters Score -2880822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2880843.750000 Penalty: 5055.365723
	Iteration 35Q: 3 clusters Score -2880844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2880854.750000 Penalty: 5055.365723
	Iteration 36Q: 3 clusters Score -2880855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2880858.500000 Penalty: 5055.365723
	Iteration 37Q: 3 clusters Score -2880858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2880868.500000 Penalty: 5055.365723
	Iteration 38Q: 3 clusters Score -2880868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2880872.750000 Penalty: 5055.365723
	Iteration 39Q: 3 clusters Score -2880873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2880877.500000 Penalty: 5055.365723
	Iteration 40F: 3 clusters Score -2880878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2880881.000000 Penalty: 5055.365723
	Iteration 41Q: 3 clusters Score -2880881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2880880.750000 Penalty: 5055.365723
	Iteration 42Q: 3 clusters Score -2880881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2880886.750000 Penalty: 5055.365723
	Iteration 43Q: 3 clusters Score -2880887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2880900.250000 Penalty: 5055.365723
	Iteration 44Q: 3 clusters Score -2880900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2880910.250000 Penalty: 5055.365723
	Iteration 45Q: 3 clusters Score -2880910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2880921.000000 Penalty: 5055.365723
	Iteration 46Q: 3 clusters Score -2880921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2880930.500000 Penalty: 5055.365723
	Iteration 47Q: 3 clusters Score -2880930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2880938.000000 Penalty: 5055.365723
	Iteration 48Q: 3 clusters Score -2880938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2880940.250000 Penalty: 5055.365723
	Iteration 49Q: 3 clusters Score -2880940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2880945.500000 Penalty: 5055.365723
	Iteration 50Q: 3 clusters Score -2880946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2880945.500000 Penalty: 5055.365723
	Iteration 51Q: 3 clusters Score -2880946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2880947.750000 Penalty: 5055.365723
	Iteration 52Q: 3 clusters Score -2880948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2880952.500000 Penalty: 5055.365723
	Iteration 53Q: 3 clusters Score -2880952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2880962.250000 Penalty: 5055.365723
	Iteration 54Q: 3 clusters Score -2880962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2880963.750000 Penalty: 5055.365723
	Iteration 55Q: 3 clusters Score -2880964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2880967.750000 Penalty: 5055.365723
	Iteration 56Q: 3 clusters Score -2880968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2880972.250000 Penalty: 5055.365723
	Iteration 57Q: 3 clusters Score -2880972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2880977.500000 Penalty: 5055.365723
	Iteration 58Q: 3 clusters Score -2880978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2880980.250000 Penalty: 5055.365723
	Iteration 59Q: 3 clusters Score -2880980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2880991.750000 Penalty: 5055.365723
	Iteration 60F: 3 clusters Score -2880992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2880993.250000 Penalty: 5055.365723
	Iteration 61Q: 3 clusters Score -2880993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2880996.000000 Penalty: 5055.365723
	Iteration 62Q: 3 clusters Score -2880996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2880998.750000 Penalty: 5055.365723
	Iteration 63Q: 3 clusters Score -2880999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2880996.250000 Penalty: 5055.365723
	Iteration 64Q: 3 clusters Score -2880996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2880998.750000 Penalty: 5055.365723
	Iteration 65Q: 3 clusters Score -2880999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2881002.250000 Penalty: 5055.365723
	Iteration 66Q: 3 clusters Score -2881002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2881015.250000 Penalty: 5055.365723
	Iteration 67Q: 3 clusters Score -2881015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2881026.500000 Penalty: 5055.365723
	Iteration 68Q: 3 clusters Score -2881026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2881030.500000 Penalty: 5055.365723
	Iteration 69Q: 3 clusters Score -2881030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2881037.500000 Penalty: 5055.365723
	Iteration 70Q: 3 clusters Score -2881038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2881040.250000 Penalty: 5055.365723
	Iteration 71Q: 3 clusters Score -2881040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2881044.250000 Penalty: 5055.365723
	Iteration 72Q: 3 clusters Score -2881044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2881044.250000 Penalty: 5055.365723
	Iteration 73Q: 3 clusters Score -2881044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2881045.000000 Penalty: 5055.365723
	Iteration 74Q: 3 clusters Score -2881045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2881047.250000 Penalty: 5055.365723
	Iteration 75Q: 3 clusters Score -2881047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2881048.000000 Penalty: 5055.365723
	Iteration 76Q: 3 clusters Score -2881048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2881052.750000 Penalty: 5055.365723
	Iteration 77Q: 3 clusters Score -2881053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2881052.000000 Penalty: 5055.365723
	Iteration 78Q: 3 clusters Score -2881052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2881061.250000 Penalty: 5055.365723
	Iteration 79Q: 3 clusters Score -2881061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2881070.000000 Penalty: 5055.365723
	Iteration 80F: 3 clusters Score -2881070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2881067.750000 Penalty: 5055.365723
	Iteration 81Q: 3 clusters Score -2881068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2881070.750000 Penalty: 5055.365723
	Iteration 82Q: 3 clusters Score -2881071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2881074.000000 Penalty: 5055.365723
	Iteration 83Q: 3 clusters Score -2881074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2881077.250000 Penalty: 5055.365723
	Iteration 84Q: 3 clusters Score -2881077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2881078.250000 Penalty: 5055.365723
	Iteration 85Q: 3 clusters Score -2881078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2881082.000000 Penalty: 5055.365723
	Iteration 86Q: 3 clusters Score -2881082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2881079.500000 Penalty: 5055.365723
	Iteration 87Q: 3 clusters Score -2881080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2881079.250000 Penalty: 5055.365723
	Iteration 88Q: 3 clusters Score -2881079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2881079.250000 Penalty: 5055.365723
	Iteration 89F: 3 clusters Score -2881079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -226601.203125 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -226601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -223835.281250 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -223835.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -224373.484375 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -224373.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -224578.156250 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -224578.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -224692.109375 Penalty: 3817.095947
	Iteration 3F: 3 clusters Score -224692.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -224794.640625 Penalty: 3817.095947
	Iteration 4Q: 3 clusters Score -224794.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -224885.296875 Penalty: 3817.095947
	Iteration 5Q: 3 clusters Score -224885.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -224957.296875 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -224957.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -225031.562500 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -225031.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -225129.656250 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -225129.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -225233.187500 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -225233.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -225349.000000 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -225349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -225477.328125 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -225477.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -225645.250000 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -225645.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -225775.562500 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -225775.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225828.296875 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -225828.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -225851.453125 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -225851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -225862.312500 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -225862.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -225874.218750 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -225874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -225886.500000 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -225886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -225897.265625 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -225897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -225904.625000 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -225904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -225905.703125 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -225905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -225905.703125 Penalty: 3817.095947
	Iteration 22F: 3 clusters Score -225905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Entering Unmasked Estep 
Score: -6970738.000000 Penalty: 2750.646240
	Iteration 0F: 2 clusters Score -6970738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -6926587.500000 Penalty: 5501.292480
	Iteration 0F: 3 clusters Score -6926588 nChanged 30653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -6943521.000000 Penalty: 5501.292480
	Iteration 1F: 3 clusters Score -6943521 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -6944103.500000 Penalty: 5501.292480
	Iteration 2Q: 3 clusters Score -6944104 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -6944715.500000 Penalty: 5501.292480
	Iteration 3Q: 3 clusters Score -6944716 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -6945445.500000 Penalty: 5501.292480
	Iteration 4Q: 3 clusters Score -6945446 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -6946445.500000 Penalty: 5501.292480
	Iteration 5Q: 3 clusters Score -6946446 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6948034.500000 Penalty: 5501.292480
	Iteration 6Q: 3 clusters Score -6948034 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -6950914.000000 Penalty: 5501.292480
	Iteration 7F: 3 clusters Score -6950914 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6955828.500000 Penalty: 5501.292480
	Iteration 8F: 3 clusters Score -6955828 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -6961897.500000 Penalty: 5501.292480
	Iteration 9F: 3 clusters Score -6961898 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -6965732.000000 Penalty: 5501.292480
	Iteration 10F: 3 clusters Score -6965732 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -6967105.000000 Penalty: 5501.292480
	Iteration 11Q: 3 clusters Score -6967105 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -6967747.000000 Penalty: 5501.292480
	Iteration 12Q: 3 clusters Score -6967747 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -6968058.000000 Penalty: 5501.292480
	Iteration 13Q: 3 clusters Score -6968058 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -6968178.000000 Penalty: 5501.292480
	Iteration 14Q: 3 clusters Score -6968178 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -6968270.500000 Penalty: 5501.292480
	Iteration 15Q: 3 clusters Score -6968270 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -6968362.500000 Penalty: 5501.292480
	Iteration 16Q: 3 clusters Score -6968362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -6968394.500000 Penalty: 5501.292480
	Iteration 17Q: 3 clusters Score -6968394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -6968401.500000 Penalty: 5501.292480
	Iteration 18Q: 3 clusters Score -6968402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -6968401.500000 Penalty: 5501.292480
	Iteration 19Q: 3 clusters Score -6968402 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -6968428.000000 Penalty: 5501.292480
	Iteration 20F: 3 clusters Score -6968428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -6968435.000000 Penalty: 5501.292480
	Iteration 21Q: 3 clusters Score -6968435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -6968443.500000 Penalty: 5501.292480
	Iteration 22Q: 3 clusters Score -6968444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -6968450.000000 Penalty: 5501.292480
	Iteration 23Q: 3 clusters Score -6968450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -6968474.500000 Penalty: 5501.292480
	Iteration 24Q: 3 clusters Score -6968474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -6968491.000000 Penalty: 5501.292480
	Iteration 25Q: 3 clusters Score -6968491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6968491.000000 Penalty: 5501.292480
	Iteration 26Q: 3 clusters Score -6968491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6968496.000000 Penalty: 5501.292480
	Iteration 27Q: 3 clusters Score -6968496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -6968490.000000 Penalty: 5501.292480
	Iteration 28Q: 3 clusters Score -6968490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -6968509.000000 Penalty: 5501.292480
	Iteration 29Q: 3 clusters Score -6968509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6968502.500000 Penalty: 5501.292480
	Iteration 30Q: 3 clusters Score -6968502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -6968483.500000 Penalty: 5501.292480
	Iteration 31Q: 3 clusters Score -6968484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -6968492.500000 Penalty: 5501.292480
	Iteration 32Q: 3 clusters Score -6968492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6968487.000000 Penalty: 5501.292480
	Iteration 33Q: 3 clusters Score -6968487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -6968484.500000 Penalty: 5501.292480
	Iteration 34Q: 3 clusters Score -6968484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -6968494.500000 Penalty: 5501.292480
	Iteration 35Q: 3 clusters Score -6968494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -6968508.500000 Penalty: 5501.292480
	Iteration 36Q: 3 clusters Score -6968508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -6968504.500000 Penalty: 5501.292480
	Iteration 37Q: 3 clusters Score -6968504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -6968499.000000 Penalty: 5501.292480
	Iteration 38Q: 3 clusters Score -6968499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -6968519.500000 Penalty: 5501.292480
	Iteration 39Q: 3 clusters Score -6968520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6968516.500000 Penalty: 5501.292480
	Iteration 40F: 3 clusters Score -6968516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -6968517.000000 Penalty: 5501.292480
	Iteration 41Q: 3 clusters Score -6968517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -6968538.000000 Penalty: 5501.292480
	Iteration 42Q: 3 clusters Score -6968538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -6968524.000000 Penalty: 5501.292480
	Iteration 43Q: 3 clusters Score -6968524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6968523.000000 Penalty: 5501.292480
	Iteration 44Q: 3 clusters Score -6968523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -6968530.500000 Penalty: 5501.292480
	Iteration 45Q: 3 clusters Score -6968530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6968529.000000 Penalty: 5501.292480
	Iteration 46Q: 3 clusters Score -6968529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6968540.500000 Penalty: 5501.292480
	Iteration 47Q: 3 clusters Score -6968540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6968549.000000 Penalty: 5501.292480
	Iteration 48Q: 3 clusters Score -6968549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -6968540.500000 Penalty: 5501.292480
	Iteration 49Q: 3 clusters Score -6968540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -6968556.500000 Penalty: 5501.292480
	Iteration 50Q: 3 clusters Score -6968556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -6968564.500000 Penalty: 5501.292480
	Iteration 51Q: 3 clusters Score -6968564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -6968578.500000 Penalty: 5501.292480
	Iteration 52Q: 3 clusters Score -6968578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -6968574.000000 Penalty: 5501.292480
	Iteration 53Q: 3 clusters Score -6968574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6968569.000000 Penalty: 5501.292480
	Iteration 54Q: 3 clusters Score -6968569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -6968569.000000 Penalty: 5501.292480
	Iteration 55Q: 3 clusters Score -6968569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -6968565.500000 Penalty: 5501.292480
	Iteration 56Q: 3 clusters Score -6968566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6968562.500000 Penalty: 5501.292480
	Iteration 57Q: 3 clusters Score -6968562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6968577.500000 Penalty: 5501.292480
	Iteration 58Q: 3 clusters Score -6968578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -6968577.500000 Penalty: 5501.292480
	Iteration 59Q: 3 clusters Score -6968578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -6968568.500000 Penalty: 5501.292480
	Iteration 60F: 3 clusters Score -6968568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -6968577.000000 Penalty: 5501.292480
	Iteration 61Q: 3 clusters Score -6968577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -6968582.000000 Penalty: 5501.292480
	Iteration 62Q: 3 clusters Score -6968582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -6968575.500000 Penalty: 5501.292480
	Iteration 63Q: 3 clusters Score -6968576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6968580.500000 Penalty: 5501.292480
	Iteration 64Q: 3 clusters Score -6968580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6968576.000000 Penalty: 5501.292480
	Iteration 65Q: 3 clusters Score -6968576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -6968570.000000 Penalty: 5501.292480
	Iteration 66Q: 3 clusters Score -6968570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -6968566.000000 Penalty: 5501.292480
	Iteration 67Q: 3 clusters Score -6968566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6968561.000000 Penalty: 5501.292480
	Iteration 68Q: 3 clusters Score -6968561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6968569.000000 Penalty: 5501.292480
	Iteration 69Q: 3 clusters Score -6968569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -6968575.000000 Penalty: 5501.292480
	Iteration 70Q: 3 clusters Score -6968575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -6968571.500000 Penalty: 5501.292480
	Iteration 71Q: 3 clusters Score -6968572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -6968580.000000 Penalty: 5501.292480
	Iteration 72Q: 3 clusters Score -6968580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -6968559.000000 Penalty: 5501.292480
	Iteration 73Q: 3 clusters Score -6968559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6968575.500000 Penalty: 5501.292480
	Iteration 74Q: 3 clusters Score -6968576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6968575.000000 Penalty: 5501.292480
	Iteration 75Q: 3 clusters Score -6968575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -6968588.500000 Penalty: 5501.292480
	Iteration 76Q: 3 clusters Score -6968588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6968605.500000 Penalty: 5501.292480
	Iteration 77Q: 3 clusters Score -6968606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6968610.000000 Penalty: 5501.292480
	Iteration 78Q: 3 clusters Score -6968610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6968616.000000 Penalty: 5501.292480
	Iteration 79Q: 3 clusters Score -6968616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -6968622.500000 Penalty: 5501.292480
	Iteration 80F: 3 clusters Score -6968622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6968626.000000 Penalty: 5501.292480
	Iteration 81Q: 3 clusters Score -6968626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6968630.500000 Penalty: 5501.292480
	Iteration 82Q: 3 clusters Score -6968630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -6968628.000000 Penalty: 5501.292480
	Iteration 83Q: 3 clusters Score -6968628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6968627.000000 Penalty: 5501.292480
	Iteration 84Q: 3 clusters Score -6968627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6968633.000000 Penalty: 5501.292480
	Iteration 85Q: 3 clusters Score -6968633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -6968628.000000 Penalty: 5501.292480
	Iteration 86Q: 3 clusters Score -6968628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6968616.500000 Penalty: 5501.292480
	Iteration 87Q: 3 clusters Score -6968616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6968621.500000 Penalty: 5501.292480
	Iteration 88Q: 3 clusters Score -6968622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -6968641.500000 Penalty: 5501.292480
	Iteration 89Q: 3 clusters Score -6968642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -6968646.000000 Penalty: 5501.292480
	Iteration 90Q: 3 clusters Score -6968646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -6968641.000000 Penalty: 5501.292480
	Iteration 91Q: 3 clusters Score -6968641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -6968654.000000 Penalty: 5501.292480
	Iteration 92Q: 3 clusters Score -6968654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6968660.500000 Penalty: 5501.292480
	Iteration 93Q: 3 clusters Score -6968660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -6968658.500000 Penalty: 5501.292480
	Iteration 94Q: 3 clusters Score -6968658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -6968662.000000 Penalty: 5501.292480
	Iteration 95Q: 3 clusters Score -6968662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -6968660.000000 Penalty: 5501.292480
	Iteration 96Q: 3 clusters Score -6968660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6968667.000000 Penalty: 5501.292480
	Iteration 97Q: 3 clusters Score -6968667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6968665.500000 Penalty: 5501.292480
	Iteration 98Q: 3 clusters Score -6968666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -6968654.500000 Penalty: 5501.292480
	Iteration 99Q: 3 clusters Score -6968654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -6968653.500000 Penalty: 5501.292480
	Iteration 100F: 3 clusters Score -6968654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6968659.500000 Penalty: 5501.292480
	Iteration 101Q: 3 clusters Score -6968660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -6968651.000000 Penalty: 5501.292480
	Iteration 102Q: 3 clusters Score -6968651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -6968661.000000 Penalty: 5501.292480
	Iteration 103Q: 3 clusters Score -6968661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -6968662.000000 Penalty: 5501.292480
	Iteration 104Q: 3 clusters Score -6968662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6968663.500000 Penalty: 5501.292480
	Iteration 105Q: 3 clusters Score -6968664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -6968666.000000 Penalty: 5501.292480
	Iteration 106Q: 3 clusters Score -6968666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -6968661.500000 Penalty: 5501.292480
	Iteration 107Q: 3 clusters Score -6968662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -6968656.500000 Penalty: 5501.292480
	Iteration 108Q: 3 clusters Score -6968656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6968666.000000 Penalty: 5501.292480
	Iteration 109Q: 3 clusters Score -6968666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6968670.000000 Penalty: 5501.292480
	Iteration 110Q: 3 clusters Score -6968670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -6968661.500000 Penalty: 5501.292480
	Iteration 111Q: 3 clusters Score -6968662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6968650.500000 Penalty: 5501.292480
	Iteration 112Q: 3 clusters Score -6968650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6968651.500000 Penalty: 5501.292480
	Iteration 113Q: 3 clusters Score -6968652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 5501.292480
	Iteration 114Q: 3 clusters Score -6968646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -6968639.500000 Penalty: 5501.292480
	Iteration 115Q: 3 clusters Score -6968640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6968636.000000 Penalty: 5501.292480
	Iteration 116Q: 3 clusters Score -6968636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 5501.292480
	Iteration 117Q: 3 clusters Score -6968646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6968645.500000 Penalty: 5501.292480
	Iteration 118Q: 3 clusters Score -6968646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -6968639.000000 Penalty: 5501.292480
	Iteration 119Q: 3 clusters Score -6968639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 5501.292480
	Iteration 120F: 3 clusters Score -6968646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -6968641.500000 Penalty: 5501.292480
	Iteration 121Q: 3 clusters Score -6968642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6968640.000000 Penalty: 5501.292480
	Iteration 122Q: 3 clusters Score -6968640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6968634.000000 Penalty: 5501.292480
	Iteration 123Q: 3 clusters Score -6968634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -6968645.500000 Penalty: 5501.292480
	Iteration 124Q: 3 clusters Score -6968646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -6968650.500000 Penalty: 5501.292480
	Iteration 125Q: 3 clusters Score -6968650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6968660.000000 Penalty: 5501.292480
	Iteration 126Q: 3 clusters Score -6968660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6968655.500000 Penalty: 5501.292480
	Iteration 127Q: 3 clusters Score -6968656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6968652.000000 Penalty: 5501.292480
	Iteration 128Q: 3 clusters Score -6968652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -6968647.500000 Penalty: 5501.292480
	Iteration 129Q: 3 clusters Score -6968648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6968641.500000 Penalty: 5501.292480
	Iteration 130Q: 3 clusters Score -6968642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6968649.500000 Penalty: 5501.292480
	Iteration 131Q: 3 clusters Score -6968650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6968651.500000 Penalty: 5501.292480
	Iteration 132Q: 3 clusters Score -6968652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6968648.000000 Penalty: 5501.292480
	Iteration 133Q: 3 clusters Score -6968648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -6968644.500000 Penalty: 5501.292480
	Iteration 134Q: 3 clusters Score -6968644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -6968644.000000 Penalty: 5501.292480
	Iteration 135Q: 3 clusters Score -6968644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6968648.000000 Penalty: 5501.292480
	Iteration 136Q: 3 clusters Score -6968648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6968644.000000 Penalty: 5501.292480
	Iteration 137Q: 3 clusters Score -6968644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6968640.000000 Penalty: 5501.292480
	Iteration 138Q: 3 clusters Score -6968640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 5501.292480
	Iteration 139Q: 3 clusters Score -6968646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -6968655.500000 Penalty: 5501.292480
	Iteration 140F: 3 clusters Score -6968656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6968667.000000 Penalty: 5501.292480
	Iteration 141Q: 3 clusters Score -6968667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -6968662.500000 Penalty: 5501.292480
	Iteration 142Q: 3 clusters Score -6968662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -6968664.000000 Penalty: 5501.292480
	Iteration 143Q: 3 clusters Score -6968664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -6968667.000000 Penalty: 5501.292480
	Iteration 144Q: 3 clusters Score -6968667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -6968661.500000 Penalty: 5501.292480
	Iteration 145Q: 3 clusters Score -6968662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6968659.500000 Penalty: 5501.292480
	Iteration 146Q: 3 clusters Score -6968660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -6968663.500000 Penalty: 5501.292480
	Iteration 147Q: 3 clusters Score -6968664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6968660.500000 Penalty: 5501.292480
	Iteration 148Q: 3 clusters Score -6968660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -6968658.500000 Penalty: 5501.292480
	Iteration 149Q: 3 clusters Score -6968658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6968654.000000 Penalty: 5501.292480
	Iteration 150Q: 3 clusters Score -6968654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6968653.500000 Penalty: 5501.292480
	Iteration 151Q: 3 clusters Score -6968654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -6968663.000000 Penalty: 5501.292480
	Iteration 152Q: 3 clusters Score -6968663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -6968653.000000 Penalty: 5501.292480
	Iteration 153Q: 3 clusters Score -6968653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6968643.000000 Penalty: 5501.292480
	Iteration 154Q: 3 clusters Score -6968643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 5501.292480
	Iteration 155Q: 3 clusters Score -6968646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 5501.292480
	Iteration 156F: 3 clusters Score -6968646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (343099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343099 members 
Entering Unmasked Estep 
Score: -36488748.000000 Penalty: 3160.951904
	Iteration 0F: 2 clusters Score -3.648875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -36268724.000000 Penalty: 6321.903809
	Iteration 0F: 3 clusters Score -3.626872e+07 nChanged 166403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -36366932.000000 Penalty: 6321.903809
	Iteration 1F: 3 clusters Score -3.636693e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 179999 members 
Entering Unmasked Estep 
Score: -36368200.000000 Penalty: 6321.903809
	Iteration 2Q: 3 clusters Score -3.63682e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -36370268.000000 Penalty: 6321.903809
	Iteration 3Q: 3 clusters Score -3.637027e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 192603 members 
Entering Unmasked Estep 
Score: -36373688.000000 Penalty: 6321.903809
	Iteration 4Q: 3 clusters Score -3.637369e+07 nChanged 13760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 204249 members 
Entering Unmasked Estep 
Score: -36378804.000000 Penalty: 6321.903809
	Iteration 5Q: 3 clusters Score -3.63788e+07 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 220709 members 
Entering Unmasked Estep 
Score: -36388244.000000 Penalty: 6321.903809
	Iteration 6F: 3 clusters Score -3.638824e+07 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 242119 members 
Entering Unmasked Estep 
Score: -36403504.000000 Penalty: 6321.903809
	Iteration 7F: 3 clusters Score -3.64035e+07 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 266168 members 
Entering Unmasked Estep 
Score: -36423368.000000 Penalty: 6321.903809
	Iteration 8F: 3 clusters Score -3.642337e+07 nChanged 22679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 288405 members 
Entering Unmasked Estep 
Score: -36442448.000000 Penalty: 6321.903809
	Iteration 9F: 3 clusters Score -3.644245e+07 nChanged 17669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 305714 members 
Entering Unmasked Estep 
Score: -36457776.000000 Penalty: 6321.903809
	Iteration 10F: 3 clusters Score -3.645778e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 317891 members 
Entering Unmasked Estep 
Score: -36468188.000000 Penalty: 6321.903809
	Iteration 11Q: 3 clusters Score -3.646819e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 326366 members 
Entering Unmasked Estep 
Score: -36474776.000000 Penalty: 6321.903809
	Iteration 12Q: 3 clusters Score -3.647478e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 332206 members 
Entering Unmasked Estep 
Score: -36478692.000000 Penalty: 6321.903809
	Iteration 13Q: 3 clusters Score -3.647869e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 336154 members 
Entering Unmasked Estep 
Score: -36481156.000000 Penalty: 6321.903809
	Iteration 14Q: 3 clusters Score -3.648116e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 338716 members 
Entering Unmasked Estep 
Score: -36483052.000000 Penalty: 6321.903809
	Iteration 15Q: 3 clusters Score -3.648305e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 340349 members 
Entering Unmasked Estep 
Score: -36484216.000000 Penalty: 6321.903809
	Iteration 16Q: 3 clusters Score -3.648422e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 341240 members 
Entering Unmasked Estep 
Score: -36484984.000000 Penalty: 6321.903809
	Iteration 17Q: 3 clusters Score -3.648498e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 341767 members 
Entering Unmasked Estep 
Score: -36485320.000000 Penalty: 6321.903809
	Iteration 18Q: 3 clusters Score -3.648532e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 342042 members 
Entering Unmasked Estep 
Score: -36485504.000000 Penalty: 6321.903809
	Iteration 19Q: 3 clusters Score -3.64855e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 342213 members 
Entering Unmasked Estep 
Score: -36485636.000000 Penalty: 6321.903809
	Iteration 20F: 3 clusters Score -3.648564e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 342313 members 
Entering Unmasked Estep 
Score: -36485712.000000 Penalty: 6321.903809
	Iteration 21Q: 3 clusters Score -3.648571e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 342381 members 
Entering Unmasked Estep 
Score: -36485832.000000 Penalty: 6321.903809
	Iteration 22Q: 3 clusters Score -3.648583e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 342422 members 
Entering Unmasked Estep 
Score: -36485832.000000 Penalty: 6321.903809
	Iteration 23Q: 3 clusters Score -3.648583e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 342453 members 
Entering Unmasked Estep 
Score: -36485872.000000 Penalty: 6321.903809
	Iteration 24Q: 3 clusters Score -3.648587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 342476 members 
Entering Unmasked Estep 
Score: -36485860.000000 Penalty: 6321.903809
	Iteration 25Q: 3 clusters Score -3.648586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 342493 members 
Entering Unmasked Estep 
Score: -36485868.000000 Penalty: 6321.903809
	Iteration 26Q: 3 clusters Score -3.648587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 342509 members 
Entering Unmasked Estep 
Score: -36485876.000000 Penalty: 6321.903809
	Iteration 27Q: 3 clusters Score -3.648588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 342525 members 
Entering Unmasked Estep 
Score: -36485896.000000 Penalty: 6321.903809
	Iteration 28Q: 3 clusters Score -3.64859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 342537 members 
Entering Unmasked Estep 
Score: -36485908.000000 Penalty: 6321.903809
	Iteration 29Q: 3 clusters Score -3.648591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 342548 members 
Entering Unmasked Estep 
Score: -36485916.000000 Penalty: 6321.903809
	Iteration 30Q: 3 clusters Score -3.648592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 342553 members 
Entering Unmasked Estep 
Score: -36485916.000000 Penalty: 6321.903809
	Iteration 31Q: 3 clusters Score -3.648592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 342560 members 
Entering Unmasked Estep 
Score: -36485944.000000 Penalty: 6321.903809
	Iteration 32Q: 3 clusters Score -3.648594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 342565 members 
Entering Unmasked Estep 
Score: -36485936.000000 Penalty: 6321.903809
	Iteration 33Q: 3 clusters Score -3.648594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 342570 members 
Entering Unmasked Estep 
Score: -36485972.000000 Penalty: 6321.903809
	Iteration 34Q: 3 clusters Score -3.648597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 342575 members 
Entering Unmasked Estep 
Score: -36485968.000000 Penalty: 6321.903809
	Iteration 35Q: 3 clusters Score -3.648597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 342577 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 36Q: 3 clusters Score -3.648596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 342584 members 
Entering Unmasked Estep 
Score: -36485936.000000 Penalty: 6321.903809
	Iteration 37Q: 3 clusters Score -3.648594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 342586 members 
Entering Unmasked Estep 
Score: -36485956.000000 Penalty: 6321.903809
	Iteration 38Q: 3 clusters Score -3.648596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 342587 members 
Entering Unmasked Estep 
Score: -36485964.000000 Penalty: 6321.903809
	Iteration 39Q: 3 clusters Score -3.648596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 342590 members 
Entering Unmasked Estep 
Score: -36485948.000000 Penalty: 6321.903809
	Iteration 40F: 3 clusters Score -3.648595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 342590 members 
Entering Unmasked Estep 
Score: -36485948.000000 Penalty: 6321.903809
	Iteration 41Q: 3 clusters Score -3.648595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 342589 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 42Q: 3 clusters Score -3.648596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 342588 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 43Q: 3 clusters Score -3.648596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 342589 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 44Q: 3 clusters Score -3.648596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 342590 members 
Entering Unmasked Estep 
Score: -36485964.000000 Penalty: 6321.903809
	Iteration 45Q: 3 clusters Score -3.648596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 342591 members 
Entering Unmasked Estep 
Score: -36485968.000000 Penalty: 6321.903809
	Iteration 46Q: 3 clusters Score -3.648597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 342592 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 47Q: 3 clusters Score -3.648596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 342593 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 48Q: 3 clusters Score -3.648596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 342594 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 49Q: 3 clusters Score -3.648596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 342594 members 
Entering Unmasked Estep 
Score: -36485960.000000 Penalty: 6321.903809
	Iteration 50F: 3 clusters Score -3.648596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216496 members 
Entering Unmasked Estep 
Score: -23033234.000000 Penalty: 3046.760986
	Iteration 0F: 2 clusters Score -2.303323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -22890910.000000 Penalty: 6093.521973
	Iteration 0F: 3 clusters Score -2.289091e+07 nChanged 104353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -22955356.000000 Penalty: 6093.521973
	Iteration 1F: 3 clusters Score -2.295536e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122793 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -22959794.000000 Penalty: 6093.521973
	Iteration 2Q: 3 clusters Score -2.295979e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -22967028.000000 Penalty: 6093.521973
	Iteration 3F: 3 clusters Score -2.296703e+07 nChanged 15736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -22977898.000000 Penalty: 6093.521973
	Iteration 4F: 3 clusters Score -2.29779e+07 nChanged 17521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158458 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -22993004.000000 Penalty: 6093.521973
	Iteration 5F: 3 clusters Score -2.2993e+07 nChanged 15986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171760 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -23007992.000000 Penalty: 6093.521973
	Iteration 6F: 3 clusters Score -2.300799e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -23018104.000000 Penalty: 6093.521973
	Iteration 7F: 3 clusters Score -2.30181e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185810 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -23023144.000000 Penalty: 6093.521973
	Iteration 8Q: 3 clusters Score -2.302314e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189177 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -23025350.000000 Penalty: 6093.521973
	Iteration 9Q: 3 clusters Score -2.302535e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -23026688.000000 Penalty: 6093.521973
	Iteration 10Q: 3 clusters Score -2.302669e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194186 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -23027482.000000 Penalty: 6093.521973
	Iteration 11Q: 3 clusters Score -2.302748e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196261 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -23028386.000000 Penalty: 6093.521973
	Iteration 12Q: 3 clusters Score -2.302839e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198140 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -23028980.000000 Penalty: 6093.521973
	Iteration 13Q: 3 clusters Score -2.302898e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199675 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -23029516.000000 Penalty: 6093.521973
	Iteration 14Q: 3 clusters Score -2.302952e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201044 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -23029842.000000 Penalty: 6093.521973
	Iteration 15Q: 3 clusters Score -2.302984e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202251 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -23030150.000000 Penalty: 6093.521973
	Iteration 16Q: 3 clusters Score -2.303015e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203323 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -23030392.000000 Penalty: 6093.521973
	Iteration 17Q: 3 clusters Score -2.303039e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204298 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -23030746.000000 Penalty: 6093.521973
	Iteration 18Q: 3 clusters Score -2.303075e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205162 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -23030816.000000 Penalty: 6093.521973
	Iteration 19Q: 3 clusters Score -2.303082e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205936 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -23030994.000000 Penalty: 6093.521973
	Iteration 20F: 3 clusters Score -2.303099e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206615 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -23031128.000000 Penalty: 6093.521973
	Iteration 21Q: 3 clusters Score -2.303113e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207217 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -23031244.000000 Penalty: 6093.521973
	Iteration 22Q: 3 clusters Score -2.303124e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207765 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -23031378.000000 Penalty: 6093.521973
	Iteration 23Q: 3 clusters Score -2.303138e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208252 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -23031486.000000 Penalty: 6093.521973
	Iteration 24Q: 3 clusters Score -2.303149e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208707 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -23031564.000000 Penalty: 6093.521973
	Iteration 25Q: 3 clusters Score -2.303156e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209081 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -23031662.000000 Penalty: 6093.521973
	Iteration 26Q: 3 clusters Score -2.303166e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209417 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -23031768.000000 Penalty: 6093.521973
	Iteration 27Q: 3 clusters Score -2.303177e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209694 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -23031802.000000 Penalty: 6093.521973
	Iteration 28Q: 3 clusters Score -2.30318e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209937 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -23031844.000000 Penalty: 6093.521973
	Iteration 29Q: 3 clusters Score -2.303184e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210153 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -23031848.000000 Penalty: 6093.521973
	Iteration 30Q: 3 clusters Score -2.303185e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210342 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -23031866.000000 Penalty: 6093.521973
	Iteration 31Q: 3 clusters Score -2.303187e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210528 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -23031896.000000 Penalty: 6093.521973
	Iteration 32Q: 3 clusters Score -2.30319e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210703 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -23031970.000000 Penalty: 6093.521973
	Iteration 33Q: 3 clusters Score -2.303197e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210873 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -23032062.000000 Penalty: 6093.521973
	Iteration 34Q: 3 clusters Score -2.303206e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211034 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -23032064.000000 Penalty: 6093.521973
	Iteration 35Q: 3 clusters Score -2.303206e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211170 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -23032092.000000 Penalty: 6093.521973
	Iteration 36Q: 3 clusters Score -2.303209e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -23032114.000000 Penalty: 6093.521973
	Iteration 37Q: 3 clusters Score -2.303211e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211376 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -23032094.000000 Penalty: 6093.521973
	Iteration 38Q: 3 clusters Score -2.303209e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211452 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -23032130.000000 Penalty: 6093.521973
	Iteration 39Q: 3 clusters Score -2.303213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211512 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -23032122.000000 Penalty: 6093.521973
	Iteration 40F: 3 clusters Score -2.303212e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211563 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -23032094.000000 Penalty: 6093.521973
	Iteration 41Q: 3 clusters Score -2.303209e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211616 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -23032092.000000 Penalty: 6093.521973
	Iteration 42Q: 3 clusters Score -2.303209e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211673 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -23032090.000000 Penalty: 6093.521973
	Iteration 43Q: 3 clusters Score -2.303209e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211731 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -23032056.000000 Penalty: 6093.521973
	Iteration 44Q: 3 clusters Score -2.303206e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211774 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -23032078.000000 Penalty: 6093.521973
	Iteration 45Q: 3 clusters Score -2.303208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -23032096.000000 Penalty: 6093.521973
	Iteration 46Q: 3 clusters Score -2.30321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211837 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -23032108.000000 Penalty: 6093.521973
	Iteration 47Q: 3 clusters Score -2.303211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211856 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -23032102.000000 Penalty: 6093.521973
	Iteration 48Q: 3 clusters Score -2.30321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211873 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -23032114.000000 Penalty: 6093.521973
	Iteration 49Q: 3 clusters Score -2.303211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211885 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -23032128.000000 Penalty: 6093.521973
	Iteration 50Q: 3 clusters Score -2.303213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211895 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -23032136.000000 Penalty: 6093.521973
	Iteration 51Q: 3 clusters Score -2.303214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211906 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -23032150.000000 Penalty: 6093.521973
	Iteration 52Q: 3 clusters Score -2.303215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211918 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -23032128.000000 Penalty: 6093.521973
	Iteration 53Q: 3 clusters Score -2.303213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211932 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -23032146.000000 Penalty: 6093.521973
	Iteration 54Q: 3 clusters Score -2.303215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211941 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -23032148.000000 Penalty: 6093.521973
	Iteration 55Q: 3 clusters Score -2.303215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211956 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -23032150.000000 Penalty: 6093.521973
	Iteration 56Q: 3 clusters Score -2.303215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211972 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -23032156.000000 Penalty: 6093.521973
	Iteration 57Q: 3 clusters Score -2.303216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211985 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -23032138.000000 Penalty: 6093.521973
	Iteration 58Q: 3 clusters Score -2.303214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212002 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -23032138.000000 Penalty: 6093.521973
	Iteration 59Q: 3 clusters Score -2.303214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212017 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -23032146.000000 Penalty: 6093.521973
	Iteration 60F: 3 clusters Score -2.303215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212029 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -23032160.000000 Penalty: 6093.521973
	Iteration 61Q: 3 clusters Score -2.303216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212042 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -23032152.000000 Penalty: 6093.521973
	Iteration 62Q: 3 clusters Score -2.303215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212053 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -23032156.000000 Penalty: 6093.521973
	Iteration 63Q: 3 clusters Score -2.303216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212055 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -23032152.000000 Penalty: 6093.521973
	Iteration 64Q: 3 clusters Score -2.303215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212060 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -23032162.000000 Penalty: 6093.521973
	Iteration 65Q: 3 clusters Score -2.303216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212065 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -23032154.000000 Penalty: 6093.521973
	Iteration 66Q: 3 clusters Score -2.303215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212072 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -23032144.000000 Penalty: 6093.521973
	Iteration 67Q: 3 clusters Score -2.303214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212075 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -23032138.000000 Penalty: 6093.521973
	Iteration 68Q: 3 clusters Score -2.303214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212083 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -23032146.000000 Penalty: 6093.521973
	Iteration 69Q: 3 clusters Score -2.303215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -23032146.000000 Penalty: 6093.521973
	Iteration 70Q: 3 clusters Score -2.303215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212093 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -23032134.000000 Penalty: 6093.521973
	Iteration 71Q: 3 clusters Score -2.303213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -23032134.000000 Penalty: 6093.521973
	Iteration 72Q: 3 clusters Score -2.303213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212096 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -23032140.000000 Penalty: 6093.521973
	Iteration 73Q: 3 clusters Score -2.303214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212096 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -23032140.000000 Penalty: 6093.521973
	Iteration 74F: 3 clusters Score -2.303214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41998.937500 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -41998.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42148.871094 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42148.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42204.941406 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42204.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42224.218750 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42224.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42231.101562 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42236.601562 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42238.656250 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42238.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42244.730469 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42244.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42251.773438 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -42251.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42262.437500 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -42262.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42272.039062 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -42272.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42275.046875 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -42275.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42278.207031 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -42278.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42278.207031 Penalty: 3048.579346
	Iteration 13F: 3 clusters Score -42278.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -65942.250000 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -65942.25 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 336 members 
Entering Unmasked Estep 
Score: -64205.519531 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -64205.52 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64422.167969 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -64422.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64496.648438 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -64496.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64549.097656 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -64549.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64587.851562 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -64587.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64603.527344 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -64603.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64616.175781 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -64616.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64627.050781 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -64627.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64630.285156 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -64630.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64631.765625 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -64631.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64631.765625 Penalty: 3248.626709
	Iteration 10F: 3 clusters Score -64631.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Entering Unmasked Estep 
Score: -3028194.750000 Penalty: 2565.750244
	Iteration 0F: 2 clusters Score -3028195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3006861.750000 Penalty: 5131.500488
	Iteration 0F: 3 clusters Score -3006862 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3014554.250000 Penalty: 5131.500488
	Iteration 1F: 3 clusters Score -3014554 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3015290.250000 Penalty: 5131.500488
	Iteration 2F: 3 clusters Score -3015290 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3016035.250000 Penalty: 5131.500488
	Iteration 3F: 3 clusters Score -3016035 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3016812.000000 Penalty: 5131.500488
	Iteration 4F: 3 clusters Score -3016812 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3017579.750000 Penalty: 5131.500488
	Iteration 5F: 3 clusters Score -3017580 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3018371.500000 Penalty: 5131.500488
	Iteration 6F: 3 clusters Score -3018372 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3019045.250000 Penalty: 5131.500488
	Iteration 7Q: 3 clusters Score -3019045 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3019650.250000 Penalty: 5131.500488
	Iteration 8Q: 3 clusters Score -3019650 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3020205.750000 Penalty: 5131.500488
	Iteration 9Q: 3 clusters Score -3020206 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3020735.250000 Penalty: 5131.500488
	Iteration 10Q: 3 clusters Score -3020735 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3021246.750000 Penalty: 5131.500488
	Iteration 11Q: 3 clusters Score -3021247 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3021664.250000 Penalty: 5131.500488
	Iteration 12Q: 3 clusters Score -3021664 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3022014.000000 Penalty: 5131.500488
	Iteration 13Q: 3 clusters Score -3022014 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3022267.500000 Penalty: 5131.500488
	Iteration 14Q: 3 clusters Score -3022268 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3022469.000000 Penalty: 5131.500488
	Iteration 15Q: 3 clusters Score -3022469 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3022621.250000 Penalty: 5131.500488
	Iteration 16Q: 3 clusters Score -3022621 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3022786.750000 Penalty: 5131.500488
	Iteration 17Q: 3 clusters Score -3022787 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3022936.250000 Penalty: 5131.500488
	Iteration 18Q: 3 clusters Score -3022936 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3023053.500000 Penalty: 5131.500488
	Iteration 19Q: 3 clusters Score -3023054 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3023210.000000 Penalty: 5131.500488
	Iteration 20F: 3 clusters Score -3023210 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3023377.750000 Penalty: 5131.500488
	Iteration 21Q: 3 clusters Score -3023378 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3023561.500000 Penalty: 5131.500488
	Iteration 22Q: 3 clusters Score -3023562 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3023740.500000 Penalty: 5131.500488
	Iteration 23Q: 3 clusters Score -3023740 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3023915.750000 Penalty: 5131.500488
	Iteration 24Q: 3 clusters Score -3023916 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3024099.250000 Penalty: 5131.500488
	Iteration 25Q: 3 clusters Score -3024099 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3024279.250000 Penalty: 5131.500488
	Iteration 26Q: 3 clusters Score -3024279 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3024473.500000 Penalty: 5131.500488
	Iteration 27Q: 3 clusters Score -3024474 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3024670.750000 Penalty: 5131.500488
	Iteration 28Q: 3 clusters Score -3024671 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3024903.250000 Penalty: 5131.500488
	Iteration 29Q: 3 clusters Score -3024903 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3025115.000000 Penalty: 5131.500488
	Iteration 30Q: 3 clusters Score -3025115 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3025395.250000 Penalty: 5131.500488
	Iteration 31Q: 3 clusters Score -3025395 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3025709.500000 Penalty: 5131.500488
	Iteration 32Q: 3 clusters Score -3025710 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3026051.750000 Penalty: 5131.500488
	Iteration 33Q: 3 clusters Score -3026052 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3026404.250000 Penalty: 5131.500488
	Iteration 34Q: 3 clusters Score -3026404 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3026739.000000 Penalty: 5131.500488
	Iteration 35Q: 3 clusters Score -3026739 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3026922.250000 Penalty: 5131.500488
	Iteration 36Q: 3 clusters Score -3026922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3026997.500000 Penalty: 5131.500488
	Iteration 37Q: 3 clusters Score -3026998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3027061.000000 Penalty: 5131.500488
	Iteration 38Q: 3 clusters Score -3027061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3027082.000000 Penalty: 5131.500488
	Iteration 39Q: 3 clusters Score -3027082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3027112.750000 Penalty: 5131.500488
	Iteration 40F: 3 clusters Score -3027113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3027123.000000 Penalty: 5131.500488
	Iteration 41Q: 3 clusters Score -3027123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3027130.000000 Penalty: 5131.500488
	Iteration 42Q: 3 clusters Score -3027130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3027137.250000 Penalty: 5131.500488
	Iteration 43Q: 3 clusters Score -3027137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3027139.750000 Penalty: 5131.500488
	Iteration 44Q: 3 clusters Score -3027140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3027152.250000 Penalty: 5131.500488
	Iteration 45Q: 3 clusters Score -3027152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3027153.000000 Penalty: 5131.500488
	Iteration 46Q: 3 clusters Score -3027153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3027156.250000 Penalty: 5131.500488
	Iteration 47Q: 3 clusters Score -3027156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3027156.250000 Penalty: 5131.500488
	Iteration 48Q: 3 clusters Score -3027156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3027158.750000 Penalty: 5131.500488
	Iteration 49Q: 3 clusters Score -3027159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3027158.250000 Penalty: 5131.500488
	Iteration 50Q: 3 clusters Score -3027158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3027159.500000 Penalty: 5131.500488
	Iteration 51Q: 3 clusters Score -3027160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3027158.250000 Penalty: 5131.500488
	Iteration 52Q: 3 clusters Score -3027158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3027165.000000 Penalty: 5131.500488
	Iteration 53Q: 3 clusters Score -3027165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3027163.000000 Penalty: 5131.500488
	Iteration 54Q: 3 clusters Score -3027163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3027163.000000 Penalty: 5131.500488
	Iteration 55F: 3 clusters Score -3027163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (120036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120036 members 
Entering Unmasked Estep 
Score: -12839067.000000 Penalty: 2900.495605
	Iteration 0F: 2 clusters Score -1.283907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -12758760.000000 Penalty: 5800.991211
	Iteration 0F: 3 clusters Score -1.275876e+07 nChanged 56905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -12791685.000000 Penalty: 5800.991211
	Iteration 1F: 3 clusters Score -1.279168e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -12792687.000000 Penalty: 5800.991211
	Iteration 2Q: 3 clusters Score -1.279269e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -12793899.000000 Penalty: 5800.991211
	Iteration 3Q: 3 clusters Score -1.27939e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -12795638.000000 Penalty: 5800.991211
	Iteration 4Q: 3 clusters Score -1.279564e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -12798032.000000 Penalty: 5800.991211
	Iteration 5Q: 3 clusters Score -1.279803e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -12801058.000000 Penalty: 5800.991211
	Iteration 6Q: 3 clusters Score -1.280106e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -12804969.000000 Penalty: 5800.991211
	Iteration 7F: 3 clusters Score -1.280497e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -12809817.000000 Penalty: 5800.991211
	Iteration 8F: 3 clusters Score -1.280982e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -12814495.000000 Penalty: 5800.991211
	Iteration 9F: 3 clusters Score -1.28145e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -12818121.000000 Penalty: 5800.991211
	Iteration 10F: 3 clusters Score -1.281812e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -12820270.000000 Penalty: 5800.991211
	Iteration 11Q: 3 clusters Score -1.282027e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -12821387.000000 Penalty: 5800.991211
	Iteration 12Q: 3 clusters Score -1.282139e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -12821934.000000 Penalty: 5800.991211
	Iteration 13Q: 3 clusters Score -1.282193e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -12822380.000000 Penalty: 5800.991211
	Iteration 14Q: 3 clusters Score -1.282238e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -12822719.000000 Penalty: 5800.991211
	Iteration 15Q: 3 clusters Score -1.282272e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -12823188.000000 Penalty: 5800.991211
	Iteration 16Q: 3 clusters Score -1.282319e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -12823787.000000 Penalty: 5800.991211
	Iteration 17Q: 3 clusters Score -1.282379e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -12824341.000000 Penalty: 5800.991211
	Iteration 18Q: 3 clusters Score -1.282434e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -12825030.000000 Penalty: 5800.991211
	Iteration 19Q: 3 clusters Score -1.282503e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -12826000.000000 Penalty: 5800.991211
	Iteration 20F: 3 clusters Score -1.2826e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -12827073.000000 Penalty: 5800.991211
	Iteration 21Q: 3 clusters Score -1.282707e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12828344.000000 Penalty: 5800.991211
	Iteration 22Q: 3 clusters Score -1.282834e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -12829705.000000 Penalty: 5800.991211
	Iteration 23Q: 3 clusters Score -1.28297e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -12830881.000000 Penalty: 5800.991211
	Iteration 24Q: 3 clusters Score -1.283088e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -12831943.000000 Penalty: 5800.991211
	Iteration 25Q: 3 clusters Score -1.283194e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -12832746.000000 Penalty: 5800.991211
	Iteration 26Q: 3 clusters Score -1.283275e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -12833299.000000 Penalty: 5800.991211
	Iteration 27Q: 3 clusters Score -1.28333e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -12833799.000000 Penalty: 5800.991211
	Iteration 28Q: 3 clusters Score -1.28338e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -12834096.000000 Penalty: 5800.991211
	Iteration 29Q: 3 clusters Score -1.28341e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -12834404.000000 Penalty: 5800.991211
	Iteration 30Q: 3 clusters Score -1.28344e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -12834628.000000 Penalty: 5800.991211
	Iteration 31Q: 3 clusters Score -1.283463e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -12834915.000000 Penalty: 5800.991211
	Iteration 32Q: 3 clusters Score -1.283492e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -12835033.000000 Penalty: 5800.991211
	Iteration 33Q: 3 clusters Score -1.283503e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -12835184.000000 Penalty: 5800.991211
	Iteration 34Q: 3 clusters Score -1.283518e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -12835382.000000 Penalty: 5800.991211
	Iteration 35Q: 3 clusters Score -1.283538e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -12835483.000000 Penalty: 5800.991211
	Iteration 36Q: 3 clusters Score -1.283548e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -12835570.000000 Penalty: 5800.991211
	Iteration 37Q: 3 clusters Score -1.283557e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 112773 members 
Entering Unmasked Estep 
Score: -12835679.000000 Penalty: 5800.991211
	Iteration 38Q: 3 clusters Score -1.283568e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -12835771.000000 Penalty: 5800.991211
	Iteration 39Q: 3 clusters Score -1.283577e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -12835853.000000 Penalty: 5800.991211
	Iteration 40F: 3 clusters Score -1.283585e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 113780 members 
Entering Unmasked Estep 
Score: -12835936.000000 Penalty: 5800.991211
	Iteration 41Q: 3 clusters Score -1.283594e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -12835981.000000 Penalty: 5800.991211
	Iteration 42Q: 3 clusters Score -1.283598e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -12836085.000000 Penalty: 5800.991211
	Iteration 43Q: 3 clusters Score -1.283608e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -12836141.000000 Penalty: 5800.991211
	Iteration 44Q: 3 clusters Score -1.283614e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -12836162.000000 Penalty: 5800.991211
	Iteration 45Q: 3 clusters Score -1.283616e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -12836187.000000 Penalty: 5800.991211
	Iteration 46Q: 3 clusters Score -1.283619e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -12836251.000000 Penalty: 5800.991211
	Iteration 47Q: 3 clusters Score -1.283625e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -12836303.000000 Penalty: 5800.991211
	Iteration 48Q: 3 clusters Score -1.28363e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -12836375.000000 Penalty: 5800.991211
	Iteration 49Q: 3 clusters Score -1.283638e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -12836399.000000 Penalty: 5800.991211
	Iteration 50Q: 3 clusters Score -1.28364e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -12836415.000000 Penalty: 5800.991211
	Iteration 51Q: 3 clusters Score -1.283642e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 116182 members 
Entering Unmasked Estep 
Score: -12836449.000000 Penalty: 5800.991211
	Iteration 52Q: 3 clusters Score -1.283645e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 116294 members 
Entering Unmasked Estep 
Score: -12836457.000000 Penalty: 5800.991211
	Iteration 53Q: 3 clusters Score -1.283646e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -12836479.000000 Penalty: 5800.991211
	Iteration 54Q: 3 clusters Score -1.283648e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -12836501.000000 Penalty: 5800.991211
	Iteration 55Q: 3 clusters Score -1.28365e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 116593 members 
Entering Unmasked Estep 
Score: -12836514.000000 Penalty: 5800.991211
	Iteration 56Q: 3 clusters Score -1.283651e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -12836534.000000 Penalty: 5800.991211
	Iteration 57Q: 3 clusters Score -1.283653e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 116745 members 
Entering Unmasked Estep 
Score: -12836550.000000 Penalty: 5800.991211
	Iteration 58Q: 3 clusters Score -1.283655e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -12836557.000000 Penalty: 5800.991211
	Iteration 59Q: 3 clusters Score -1.283656e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 116874 members 
Entering Unmasked Estep 
Score: -12836582.000000 Penalty: 5800.991211
	Iteration 60F: 3 clusters Score -1.283658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -12836567.000000 Penalty: 5800.991211
	Iteration 61Q: 3 clusters Score -1.283657e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -12836580.000000 Penalty: 5800.991211
	Iteration 62Q: 3 clusters Score -1.283658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -12836584.000000 Penalty: 5800.991211
	Iteration 63Q: 3 clusters Score -1.283658e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -12836614.000000 Penalty: 5800.991211
	Iteration 64Q: 3 clusters Score -1.283661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -12836621.000000 Penalty: 5800.991211
	Iteration 65Q: 3 clusters Score -1.283662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -12836608.000000 Penalty: 5800.991211
	Iteration 66Q: 3 clusters Score -1.283661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -12836626.000000 Penalty: 5800.991211
	Iteration 67Q: 3 clusters Score -1.283663e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -12836625.000000 Penalty: 5800.991211
	Iteration 68Q: 3 clusters Score -1.283662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -12836649.000000 Penalty: 5800.991211
	Iteration 69Q: 3 clusters Score -1.283665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 117290 members 
Entering Unmasked Estep 
Score: -12836642.000000 Penalty: 5800.991211
	Iteration 70Q: 3 clusters Score -1.283664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 117317 members 
Entering Unmasked Estep 
Score: -12836647.000000 Penalty: 5800.991211
	Iteration 71Q: 3 clusters Score -1.283665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 117336 members 
Entering Unmasked Estep 
Score: -12836635.000000 Penalty: 5800.991211
	Iteration 72Q: 3 clusters Score -1.283664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -12836636.000000 Penalty: 5800.991211
	Iteration 73Q: 3 clusters Score -1.283664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -12836645.000000 Penalty: 5800.991211
	Iteration 74Q: 3 clusters Score -1.283664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -12836641.000000 Penalty: 5800.991211
	Iteration 75Q: 3 clusters Score -1.283664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -12836632.000000 Penalty: 5800.991211
	Iteration 76Q: 3 clusters Score -1.283663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -12836642.000000 Penalty: 5800.991211
	Iteration 77Q: 3 clusters Score -1.283664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -12836668.000000 Penalty: 5800.991211
	Iteration 78Q: 3 clusters Score -1.283667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -12836675.000000 Penalty: 5800.991211
	Iteration 79Q: 3 clusters Score -1.283668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -12836668.000000 Penalty: 5800.991211
	Iteration 80F: 3 clusters Score -1.283667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -12836660.000000 Penalty: 5800.991211
	Iteration 81Q: 3 clusters Score -1.283666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -12836673.000000 Penalty: 5800.991211
	Iteration 82Q: 3 clusters Score -1.283667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -12836686.000000 Penalty: 5800.991211
	Iteration 83Q: 3 clusters Score -1.283669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -12836675.000000 Penalty: 5800.991211
	Iteration 84Q: 3 clusters Score -1.283668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -12836677.000000 Penalty: 5800.991211
	Iteration 85Q: 3 clusters Score -1.283668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -12836681.000000 Penalty: 5800.991211
	Iteration 86Q: 3 clusters Score -1.283668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -12836683.000000 Penalty: 5800.991211
	Iteration 87Q: 3 clusters Score -1.283668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -12836696.000000 Penalty: 5800.991211
	Iteration 88Q: 3 clusters Score -1.28367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 117571 members 
Entering Unmasked Estep 
Score: -12836695.000000 Penalty: 5800.991211
	Iteration 89Q: 3 clusters Score -1.28367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -12836694.000000 Penalty: 5800.991211
	Iteration 90Q: 3 clusters Score -1.283669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 117574 members 
Entering Unmasked Estep 
Score: -12836687.000000 Penalty: 5800.991211
	Iteration 91Q: 3 clusters Score -1.283669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 117577 members 
Entering Unmasked Estep 
Score: -12836696.000000 Penalty: 5800.991211
	Iteration 92Q: 3 clusters Score -1.28367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -12836684.000000 Penalty: 5800.991211
	Iteration 93Q: 3 clusters Score -1.283668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 117580 members 
Entering Unmasked Estep 
Score: -12836696.000000 Penalty: 5800.991211
	Iteration 94Q: 3 clusters Score -1.28367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -12836681.000000 Penalty: 5800.991211
	Iteration 95Q: 3 clusters Score -1.283668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -12836683.000000 Penalty: 5800.991211
	Iteration 96Q: 3 clusters Score -1.283668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -12836683.000000 Penalty: 5800.991211
	Iteration 97F: 3 clusters Score -1.283668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -111281.359375 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -111281.4 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 587 members 
Entering Unmasked Estep 
Score: -109243.062500 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -109243.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109507.375000 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -109507.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109593.664062 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -109593.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109644.976562 Penalty: 3502.421875
	Iteration 3Q: 3 clusters Score -109645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109710.914062 Penalty: 3502.421875
	Iteration 4Q: 3 clusters Score -109710.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109793.406250 Penalty: 3502.421875
	Iteration 5Q: 3 clusters Score -109793.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109877.546875 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -109877.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109926.007812 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -109926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109960.867188 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -109960.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109975.382812 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -109975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109991.507812 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -109991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110004.296875 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -110004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110011.562500 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -110011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110016.296875 Penalty: 3502.421875
	Iteration 13Q: 3 clusters Score -110016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110019.625000 Penalty: 3502.421875
	Iteration 14Q: 3 clusters Score -110019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110021.679688 Penalty: 3502.421875
	Iteration 15Q: 3 clusters Score -110021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110028.234375 Penalty: 3502.421875
	Iteration 16Q: 3 clusters Score -110028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110033.328125 Penalty: 3502.421875
	Iteration 17Q: 3 clusters Score -110033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110039.382812 Penalty: 3502.421875
	Iteration 18Q: 3 clusters Score -110039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110042.812500 Penalty: 3502.421875
	Iteration 19Q: 3 clusters Score -110042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110050.421875 Penalty: 3502.421875
	Iteration 20F: 3 clusters Score -110050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110054.242188 Penalty: 3502.421875
	Iteration 21Q: 3 clusters Score -110054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110059.437500 Penalty: 3502.421875
	Iteration 22Q: 3 clusters Score -110059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110077.687500 Penalty: 3502.421875
	Iteration 23Q: 3 clusters Score -110077.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110119.492188 Penalty: 3502.421875
	Iteration 24Q: 3 clusters Score -110119.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110156.750000 Penalty: 3502.421875
	Iteration 25Q: 3 clusters Score -110156.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110181.406250 Penalty: 3502.421875
	Iteration 26Q: 3 clusters Score -110181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110202.492188 Penalty: 3502.421875
	Iteration 27Q: 3 clusters Score -110202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110218.632812 Penalty: 3502.421875
	Iteration 28Q: 3 clusters Score -110218.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110238.437500 Penalty: 3502.421875
	Iteration 29Q: 3 clusters Score -110238.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110251.289062 Penalty: 3502.421875
	Iteration 30Q: 3 clusters Score -110251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110259.750000 Penalty: 3502.421875
	Iteration 31Q: 3 clusters Score -110259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110266.554688 Penalty: 3502.421875
	Iteration 32Q: 3 clusters Score -110266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110272.390625 Penalty: 3502.421875
	Iteration 33Q: 3 clusters Score -110272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110280.664062 Penalty: 3502.421875
	Iteration 34Q: 3 clusters Score -110280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110287.031250 Penalty: 3502.421875
	Iteration 35Q: 3 clusters Score -110287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -110288.609375 Penalty: 3502.421875
	Iteration 36Q: 3 clusters Score -110288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -110290.859375 Penalty: 3502.421875
	Iteration 37Q: 3 clusters Score -110290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -110291.640625 Penalty: 3502.421875
	Iteration 38Q: 3 clusters Score -110291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110292.609375 Penalty: 3502.421875
	Iteration 39Q: 3 clusters Score -110292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -110293.351562 Penalty: 3502.421875
	Iteration 40F: 3 clusters Score -110293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -332290.937500 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -332290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -328824.906250 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -328824.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -329732.562500 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -329732.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -330167.562500 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -330167.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -330525.406250 Penalty: 4023.516357
	Iteration 3F: 3 clusters Score -330525.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -330854.312500 Penalty: 4023.516357
	Iteration 4F: 3 clusters Score -330854.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -331119.406250 Penalty: 4023.516357
	Iteration 5F: 3 clusters Score -331119.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -331276.750000 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -331276.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -331403.218750 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -331403.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -331478.843750 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -331478.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -331519.500000 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -331519.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -331541.687500 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -331541.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -331556.062500 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -331556.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -331569.281250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -331569.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -331579.093750 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -331579.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -331590.093750 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -331590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -331593.375000 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -331593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -331600.656250 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -331600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -331604.312500 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -331604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -331606.531250 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -331606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -331609.000000 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -331609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -331610.250000 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -331610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -331611.187500 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -331611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -331611.468750 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -331611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -331612.500000 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -331612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -331613.250000 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -331613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -331614.718750 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -331614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -331615.437500 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -331615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -331615.312500 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -331615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -331615.312500 Penalty: 4023.516357
	Iteration 28F: 3 clusters Score -331615.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Entering Unmasked Estep 
Score: -8261915.000000 Penalty: 2802.026611
	Iteration 0F: 2 clusters Score -8261915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -8207718.000000 Penalty: 5604.053223
	Iteration 0F: 3 clusters Score -8207718 nChanged 38034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -8229329.000000 Penalty: 5604.053223
	Iteration 1F: 3 clusters Score -8229329 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -8230050.500000 Penalty: 5604.053223
	Iteration 2Q: 3 clusters Score -8230050 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8230885.500000 Penalty: 5604.053223
	Iteration 3Q: 3 clusters Score -8230886 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -8232016.500000 Penalty: 5604.053223
	Iteration 4Q: 3 clusters Score -8232016 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -8233949.500000 Penalty: 5604.053223
	Iteration 5F: 3 clusters Score -8233950 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8237326.000000 Penalty: 5604.053223
	Iteration 6F: 3 clusters Score -8237326 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -8242763.000000 Penalty: 5604.053223
	Iteration 7F: 3 clusters Score -8242763 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -8249862.000000 Penalty: 5604.053223
	Iteration 8F: 3 clusters Score -8249862 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -8255425.500000 Penalty: 5604.053223
	Iteration 9F: 3 clusters Score -8255426 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8258161.000000 Penalty: 5604.053223
	Iteration 10Q: 3 clusters Score -8258161 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8259029.000000 Penalty: 5604.053223
	Iteration 11Q: 3 clusters Score -8259029 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8259304.000000 Penalty: 5604.053223
	Iteration 12Q: 3 clusters Score -8259304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8259412.500000 Penalty: 5604.053223
	Iteration 13Q: 3 clusters Score -8259412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8259466.000000 Penalty: 5604.053223
	Iteration 14Q: 3 clusters Score -8259466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8259495.500000 Penalty: 5604.053223
	Iteration 15Q: 3 clusters Score -8259496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8259508.500000 Penalty: 5604.053223
	Iteration 16Q: 3 clusters Score -8259508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8259516.500000 Penalty: 5604.053223
	Iteration 17Q: 3 clusters Score -8259516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8259524.500000 Penalty: 5604.053223
	Iteration 18Q: 3 clusters Score -8259524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8259523.500000 Penalty: 5604.053223
	Iteration 19Q: 3 clusters Score -8259524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8259534.500000 Penalty: 5604.053223
	Iteration 20F: 3 clusters Score -8259534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8259536.000000 Penalty: 5604.053223
	Iteration 21Q: 3 clusters Score -8259536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8259536.000000 Penalty: 5604.053223
	Iteration 22F: 3 clusters Score -8259536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -34868.691406 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -34868.69 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 211 members 
Entering Unmasked Estep 
Score: -33471.972656 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -33471.97 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33807.027344 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -33807.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34016.382812 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -34016.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34141.156250 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -34141.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34158.050781 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -34158.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34172.062500 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -34172.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34175.742188 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -34175.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34189.683594 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -34189.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34212.234375 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -34212.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34254.894531 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -34254.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34359.058594 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -34359.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34439.515625 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -34439.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34489.472656 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -34489.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34524.722656 Penalty: 2998.322754
	Iteration 13Q: 3 clusters Score -34524.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34530.921875 Penalty: 2998.322754
	Iteration 14Q: 3 clusters Score -34530.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34530.921875 Penalty: 2998.322754
	Iteration 15F: 3 clusters Score -34530.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -300459.625000 Penalty: 2017.493286
	Iteration 0F: 2 clusters Score -300459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -296881.500000 Penalty: 4034.986572
	Iteration 0F: 3 clusters Score -296881.5 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -297653.281250 Penalty: 4034.986572
	Iteration 1F: 3 clusters Score -297653.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -297886.781250 Penalty: 4034.986572
	Iteration 2F: 3 clusters Score -297886.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -298021.281250 Penalty: 4034.986572
	Iteration 3F: 3 clusters Score -298021.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -298099.031250 Penalty: 4034.986572
	Iteration 4Q: 3 clusters Score -298099 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -298155.281250 Penalty: 4034.986572
	Iteration 5Q: 3 clusters Score -298155.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -298204.312500 Penalty: 4034.986572
	Iteration 6Q: 3 clusters Score -298204.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -298246.625000 Penalty: 4034.986572
	Iteration 7Q: 3 clusters Score -298246.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -298281.500000 Penalty: 4034.986572
	Iteration 8Q: 3 clusters Score -298281.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -298310.718750 Penalty: 4034.986572
	Iteration 9Q: 3 clusters Score -298310.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -298334.031250 Penalty: 4034.986572
	Iteration 10Q: 3 clusters Score -298334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -298360.468750 Penalty: 4034.986572
	Iteration 11Q: 3 clusters Score -298360.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -298379.593750 Penalty: 4034.986572
	Iteration 12Q: 3 clusters Score -298379.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -298397.625000 Penalty: 4034.986572
	Iteration 13Q: 3 clusters Score -298397.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -298418.000000 Penalty: 4034.986572
	Iteration 14Q: 3 clusters Score -298418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -298438.718750 Penalty: 4034.986572
	Iteration 15Q: 3 clusters Score -298438.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -298458.187500 Penalty: 4034.986572
	Iteration 16Q: 3 clusters Score -298458.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -298482.187500 Penalty: 4034.986572
	Iteration 17Q: 3 clusters Score -298482.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -298510.687500 Penalty: 4034.986572
	Iteration 18Q: 3 clusters Score -298510.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -298536.906250 Penalty: 4034.986572
	Iteration 19Q: 3 clusters Score -298536.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -298561.031250 Penalty: 4034.986572
	Iteration 20F: 3 clusters Score -298561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -298585.968750 Penalty: 4034.986572
	Iteration 21Q: 3 clusters Score -298586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -298618.156250 Penalty: 4034.986572
	Iteration 22Q: 3 clusters Score -298618.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -298642.937500 Penalty: 4034.986572
	Iteration 23Q: 3 clusters Score -298642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -298663.906250 Penalty: 4034.986572
	Iteration 24Q: 3 clusters Score -298663.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -298686.812500 Penalty: 4034.986572
	Iteration 25Q: 3 clusters Score -298686.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -298709.750000 Penalty: 4034.986572
	Iteration 26Q: 3 clusters Score -298709.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -298727.687500 Penalty: 4034.986572
	Iteration 27Q: 3 clusters Score -298727.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -298746.187500 Penalty: 4034.986572
	Iteration 28Q: 3 clusters Score -298746.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -298771.093750 Penalty: 4034.986572
	Iteration 29Q: 3 clusters Score -298771.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -298793.875000 Penalty: 4034.986572
	Iteration 30Q: 3 clusters Score -298793.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -298812.718750 Penalty: 4034.986572
	Iteration 31Q: 3 clusters Score -298812.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -298827.843750 Penalty: 4034.986572
	Iteration 32Q: 3 clusters Score -298827.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -298841.468750 Penalty: 4034.986572
	Iteration 33Q: 3 clusters Score -298841.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -298856.187500 Penalty: 4034.986572
	Iteration 34Q: 3 clusters Score -298856.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -298865.406250 Penalty: 4034.986572
	Iteration 35Q: 3 clusters Score -298865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -298870.500000 Penalty: 4034.986572
	Iteration 36Q: 3 clusters Score -298870.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -298873.750000 Penalty: 4034.986572
	Iteration 37Q: 3 clusters Score -298873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -298879.062500 Penalty: 4034.986572
	Iteration 38Q: 3 clusters Score -298879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -298883.656250 Penalty: 4034.986572
	Iteration 39Q: 3 clusters Score -298883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -298888.593750 Penalty: 4034.986572
	Iteration 40F: 3 clusters Score -298888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -298893.718750 Penalty: 4034.986572
	Iteration 41Q: 3 clusters Score -298893.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -298898.250000 Penalty: 4034.986572
	Iteration 42Q: 3 clusters Score -298898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -298900.593750 Penalty: 4034.986572
	Iteration 43Q: 3 clusters Score -298900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -298902.281250 Penalty: 4034.986572
	Iteration 44Q: 3 clusters Score -298902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -298902.875000 Penalty: 4034.986572
	Iteration 45Q: 3 clusters Score -298902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -298903.593750 Penalty: 4034.986572
	Iteration 46Q: 3 clusters Score -298903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -298904.625000 Penalty: 4034.986572
	Iteration 47Q: 3 clusters Score -298904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -298905.968750 Penalty: 4034.986572
	Iteration 48Q: 3 clusters Score -298906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -298906.781250 Penalty: 4034.986572
	Iteration 49Q: 3 clusters Score -298906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -298906.781250 Penalty: 4034.986572
	Iteration 50F: 3 clusters Score -298906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53165.500000 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53165.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53424.089844 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53424.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53521.175781 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53521.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53571.585938 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -53571.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53610.484375 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53610.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53651.156250 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53651.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53683.226562 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53683.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53700.046875 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -53700.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53746.457031 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -53746.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53790.781250 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -53790.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53848.035156 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -53848.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53899.105469 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -53899.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53935.222656 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -53935.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53996.523438 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -53996.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54067.390625 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -54067.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54134.644531 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -54134.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54167.261719 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -54167.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54188.945312 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -54188.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54203.187500 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -54203.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54210.097656 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -54210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54210.097656 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -54210.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71597.015625 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71597.02 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71882.351562 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71882.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71959.460938 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -71959.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72014.992188 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -72014.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72074.039062 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -72074.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72105.492188 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -72105.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72128.710938 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72128.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72161.906250 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72161.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72187.976562 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72187.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72209.804688 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -72209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72228.710938 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -72228.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72249.601562 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -72249.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72281.218750 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -72281.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72303.718750 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -72303.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72326.914062 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -72326.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72345.750000 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -72345.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72369.890625 Penalty: 3319.273682
	Iteration 16Q: 3 clusters Score -72369.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72391.367188 Penalty: 3319.273682
	Iteration 17Q: 3 clusters Score -72391.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72413.054688 Penalty: 3319.273682
	Iteration 18Q: 3 clusters Score -72413.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72428.953125 Penalty: 3319.273682
	Iteration 19Q: 3 clusters Score -72428.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72446.468750 Penalty: 3319.273682
	Iteration 20F: 3 clusters Score -72446.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72466.468750 Penalty: 3319.273682
	Iteration 21Q: 3 clusters Score -72466.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72505.320312 Penalty: 3319.273682
	Iteration 22Q: 3 clusters Score -72505.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72559.367188 Penalty: 3319.273682
	Iteration 23Q: 3 clusters Score -72559.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72614.031250 Penalty: 3319.273682
	Iteration 24Q: 3 clusters Score -72614.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72687.976562 Penalty: 3319.273682
	Iteration 25Q: 3 clusters Score -72687.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72836.375000 Penalty: 3319.273682
	Iteration 26Q: 3 clusters Score -72836.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72956.156250 Penalty: 3319.273682
	Iteration 27Q: 3 clusters Score -72956.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73032.445312 Penalty: 3319.273682
	Iteration 28Q: 3 clusters Score -73032.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73059.750000 Penalty: 3319.273682
	Iteration 29Q: 3 clusters Score -73059.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73111.609375 Penalty: 3319.273682
	Iteration 30Q: 3 clusters Score -73111.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73158.375000 Penalty: 3319.273682
	Iteration 31Q: 3 clusters Score -73158.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73208.585938 Penalty: 3319.273682
	Iteration 32Q: 3 clusters Score -73208.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73253.523438 Penalty: 3319.273682
	Iteration 33Q: 3 clusters Score -73253.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73290.562500 Penalty: 3319.273682
	Iteration 34Q: 3 clusters Score -73290.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73337.445312 Penalty: 3319.273682
	Iteration 35Q: 3 clusters Score -73337.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73368.046875 Penalty: 3319.273682
	Iteration 36Q: 3 clusters Score -73368.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73374.757812 Penalty: 3319.273682
	Iteration 37Q: 3 clusters Score -73374.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73374.757812 Penalty: 3319.273682
	Iteration 38F: 3 clusters Score -73374.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 233627 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 26696 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 65599 members 
Mstep: Class 7 contains 343099 members 
Mstep: Class 8 contains 216496 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31125 members 
Mstep: Class 12 contains 120036 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 80700 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 330165 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
Score: -158399040.000000 Penalty: 77678.523438
Splitting cluster 19 changes total score from -158401328.000000 to -158399040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (330165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330165 members 
Entering Unmasked Estep 
Score: -35053936.000000 Penalty: 3151.422363
	Iteration 0F: 2 clusters Score -3.505394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -34837564.000000 Penalty: 6302.844727
	Iteration 0F: 3 clusters Score -3.483756e+07 nChanged 160306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -34932500.000000 Penalty: 6302.844727
	Iteration 1F: 3 clusters Score -3.49325e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -34933536.000000 Penalty: 6302.844727
	Iteration 2Q: 3 clusters Score -3.493354e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -34934788.000000 Penalty: 6302.844727
	Iteration 3Q: 3 clusters Score -3.493479e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -34936692.000000 Penalty: 6302.844727
	Iteration 4Q: 3 clusters Score -3.493669e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -34939312.000000 Penalty: 6302.844727
	Iteration 5Q: 3 clusters Score -3.493931e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184858 members 
Mstep: Class 2 contains 145307 members 
Entering Unmasked Estep 
Score: -34943648.000000 Penalty: 6302.844727
	Iteration 6Q: 3 clusters Score -3.494365e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194936 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -34950904.000000 Penalty: 6302.844727
	Iteration 7Q: 3 clusters Score -3.49509e+07 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207738 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -34962512.000000 Penalty: 6302.844727
	Iteration 8F: 3 clusters Score -3.496251e+07 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221418 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -34978920.000000 Penalty: 6302.844727
	Iteration 9F: 3 clusters Score -3.497892e+07 nChanged 20879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232423 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -34995724.000000 Penalty: 6302.844727
	Iteration 10F: 3 clusters Score -3.499572e+07 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239337 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -35007024.000000 Penalty: 6302.844727
	Iteration 11F: 3 clusters Score -3.500702e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244037 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -35012400.000000 Penalty: 6302.844727
	Iteration 12Q: 3 clusters Score -3.50124e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248279 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -35015308.000000 Penalty: 6302.844727
	Iteration 13Q: 3 clusters Score -3.501531e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252350 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -35017800.000000 Penalty: 6302.844727
	Iteration 14Q: 3 clusters Score -3.50178e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256283 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -35019916.000000 Penalty: 6302.844727
	Iteration 15Q: 3 clusters Score -3.501992e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260015 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -35021896.000000 Penalty: 6302.844727
	Iteration 16Q: 3 clusters Score -3.50219e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263499 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -35023872.000000 Penalty: 6302.844727
	Iteration 17Q: 3 clusters Score -3.502387e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266838 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -35025364.000000 Penalty: 6302.844727
	Iteration 18Q: 3 clusters Score -3.502536e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270066 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -35026908.000000 Penalty: 6302.844727
	Iteration 19Q: 3 clusters Score -3.502691e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273204 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -35028332.000000 Penalty: 6302.844727
	Iteration 20F: 3 clusters Score -3.502833e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276265 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -35029692.000000 Penalty: 6302.844727
	Iteration 21Q: 3 clusters Score -3.502969e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279299 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -35031176.000000 Penalty: 6302.844727
	Iteration 22Q: 3 clusters Score -3.503118e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282316 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -35032508.000000 Penalty: 6302.844727
	Iteration 23Q: 3 clusters Score -3.503251e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285194 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -35033520.000000 Penalty: 6302.844727
	Iteration 24Q: 3 clusters Score -3.503352e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287999 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -35034492.000000 Penalty: 6302.844727
	Iteration 25Q: 3 clusters Score -3.503449e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290783 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -35035512.000000 Penalty: 6302.844727
	Iteration 26Q: 3 clusters Score -3.503551e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293553 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -35036564.000000 Penalty: 6302.844727
	Iteration 27Q: 3 clusters Score -3.503656e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296318 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -35037784.000000 Penalty: 6302.844727
	Iteration 28Q: 3 clusters Score -3.503778e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299034 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -35038848.000000 Penalty: 6302.844727
	Iteration 29Q: 3 clusters Score -3.503885e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301734 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -35039912.000000 Penalty: 6302.844727
	Iteration 30Q: 3 clusters Score -3.503991e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304330 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -35040896.000000 Penalty: 6302.844727
	Iteration 31Q: 3 clusters Score -3.50409e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306868 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -35041920.000000 Penalty: 6302.844727
	Iteration 32Q: 3 clusters Score -3.504192e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309326 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -35043024.000000 Penalty: 6302.844727
	Iteration 33Q: 3 clusters Score -3.504302e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311693 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -35044104.000000 Penalty: 6302.844727
	Iteration 34Q: 3 clusters Score -3.50441e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313878 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -35045036.000000 Penalty: 6302.844727
	Iteration 35Q: 3 clusters Score -3.504504e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315945 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -35046024.000000 Penalty: 6302.844727
	Iteration 36Q: 3 clusters Score -3.504602e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317837 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -35046876.000000 Penalty: 6302.844727
	Iteration 37Q: 3 clusters Score -3.504688e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319524 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -35047568.000000 Penalty: 6302.844727
	Iteration 38Q: 3 clusters Score -3.504757e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321005 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -35048300.000000 Penalty: 6302.844727
	Iteration 39Q: 3 clusters Score -3.50483e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322319 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -35048812.000000 Penalty: 6302.844727
	Iteration 40F: 3 clusters Score -3.504881e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323458 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -35049288.000000 Penalty: 6302.844727
	Iteration 41Q: 3 clusters Score -3.504929e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324452 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -35049700.000000 Penalty: 6302.844727
	Iteration 42Q: 3 clusters Score -3.50497e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325276 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -35050104.000000 Penalty: 6302.844727
	Iteration 43Q: 3 clusters Score -3.50501e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325925 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -35050256.000000 Penalty: 6302.844727
	Iteration 44Q: 3 clusters Score -3.505026e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326435 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -35050532.000000 Penalty: 6302.844727
	Iteration 45Q: 3 clusters Score -3.505053e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326870 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -35050756.000000 Penalty: 6302.844727
	Iteration 46Q: 3 clusters Score -3.505076e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327224 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -35050888.000000 Penalty: 6302.844727
	Iteration 47Q: 3 clusters Score -3.505089e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327509 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -35050956.000000 Penalty: 6302.844727
	Iteration 48Q: 3 clusters Score -3.505096e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327761 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -35050952.000000 Penalty: 6302.844727
	Iteration 49Q: 3 clusters Score -3.505095e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327959 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -35051032.000000 Penalty: 6302.844727
	Iteration 50Q: 3 clusters Score -3.505103e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328142 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -35051072.000000 Penalty: 6302.844727
	Iteration 51Q: 3 clusters Score -3.505107e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328295 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -35051156.000000 Penalty: 6302.844727
	Iteration 52Q: 3 clusters Score -3.505116e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328421 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -35051180.000000 Penalty: 6302.844727
	Iteration 53Q: 3 clusters Score -3.505118e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328537 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -35051248.000000 Penalty: 6302.844727
	Iteration 54Q: 3 clusters Score -3.505125e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328633 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -35051296.000000 Penalty: 6302.844727
	Iteration 55Q: 3 clusters Score -3.50513e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328706 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -35051300.000000 Penalty: 6302.844727
	Iteration 56Q: 3 clusters Score -3.50513e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328773 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -35051344.000000 Penalty: 6302.844727
	Iteration 57Q: 3 clusters Score -3.505134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328834 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -35051356.000000 Penalty: 6302.844727
	Iteration 58Q: 3 clusters Score -3.505136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328883 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -35051360.000000 Penalty: 6302.844727
	Iteration 59Q: 3 clusters Score -3.505136e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328920 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -35051352.000000 Penalty: 6302.844727
	Iteration 60F: 3 clusters Score -3.505135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328950 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -35051388.000000 Penalty: 6302.844727
	Iteration 61Q: 3 clusters Score -3.505139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328967 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -35051384.000000 Penalty: 6302.844727
	Iteration 62Q: 3 clusters Score -3.505138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328992 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -35051400.000000 Penalty: 6302.844727
	Iteration 63Q: 3 clusters Score -3.50514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329007 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -35051432.000000 Penalty: 6302.844727
	Iteration 64Q: 3 clusters Score -3.505143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329024 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -35051432.000000 Penalty: 6302.844727
	Iteration 65Q: 3 clusters Score -3.505143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -35051420.000000 Penalty: 6302.844727
	Iteration 66Q: 3 clusters Score -3.505142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -35051432.000000 Penalty: 6302.844727
	Iteration 67Q: 3 clusters Score -3.505143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329063 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -35051428.000000 Penalty: 6302.844727
	Iteration 68Q: 3 clusters Score -3.505143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329072 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -35051428.000000 Penalty: 6302.844727
	Iteration 69Q: 3 clusters Score -3.505143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329079 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -35051440.000000 Penalty: 6302.844727
	Iteration 70Q: 3 clusters Score -3.505144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329088 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -35051440.000000 Penalty: 6302.844727
	Iteration 71Q: 3 clusters Score -3.505144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -35051452.000000 Penalty: 6302.844727
	Iteration 72Q: 3 clusters Score -3.505145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329099 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -35051432.000000 Penalty: 6302.844727
	Iteration 73Q: 3 clusters Score -3.505143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329101 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -35051428.000000 Penalty: 6302.844727
	Iteration 74Q: 3 clusters Score -3.505143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329102 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -35051444.000000 Penalty: 6302.844727
	Iteration 75Q: 3 clusters Score -3.505144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329105 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -35051432.000000 Penalty: 6302.844727
	Iteration 76Q: 3 clusters Score -3.505143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329106 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -35051416.000000 Penalty: 6302.844727
	Iteration 77Q: 3 clusters Score -3.505142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329108 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -35051428.000000 Penalty: 6302.844727
	Iteration 78Q: 3 clusters Score -3.505143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329110 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -35051424.000000 Penalty: 6302.844727
	Iteration 79Q: 3 clusters Score -3.505142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329111 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -35051424.000000 Penalty: 6302.844727
	Iteration 80F: 3 clusters Score -3.505142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329110 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -35051420.000000 Penalty: 6302.844727
	Iteration 81Q: 3 clusters Score -3.505142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329111 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -35051436.000000 Penalty: 6302.844727
	Iteration 82Q: 3 clusters Score -3.505144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -35051444.000000 Penalty: 6302.844727
	Iteration 83Q: 3 clusters Score -3.505144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329114 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -35051452.000000 Penalty: 6302.844727
	Iteration 84Q: 3 clusters Score -3.505145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329117 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -35051440.000000 Penalty: 6302.844727
	Iteration 85Q: 3 clusters Score -3.505144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329119 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -35051424.000000 Penalty: 6302.844727
	Iteration 86Q: 3 clusters Score -3.505142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329120 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -35051424.000000 Penalty: 6302.844727
	Iteration 87Q: 3 clusters Score -3.505142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329120 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -35051424.000000 Penalty: 6302.844727
	Iteration 88F: 3 clusters Score -3.505142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -2167485.500000 Penalty: 2456.943604
	Iteration 0F: 2 clusters Score -2167486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2153297.000000 Penalty: 4913.887207
	Iteration 0F: 3 clusters Score -2153297 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2158044.750000 Penalty: 4913.887207
	Iteration 1F: 3 clusters Score -2158045 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2158406.250000 Penalty: 4913.887207
	Iteration 2F: 3 clusters Score -2158406 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2158772.000000 Penalty: 4913.887207
	Iteration 3Q: 3 clusters Score -2158772 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2159227.250000 Penalty: 4913.887207
	Iteration 4Q: 3 clusters Score -2159227 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2159826.750000 Penalty: 4913.887207
	Iteration 5F: 3 clusters Score -2159827 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2160589.250000 Penalty: 4913.887207
	Iteration 6F: 3 clusters Score -2160589 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2161495.750000 Penalty: 4913.887207
	Iteration 7F: 3 clusters Score -2161496 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2162509.500000 Penalty: 4913.887207
	Iteration 8F: 3 clusters Score -2162510 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2163515.250000 Penalty: 4913.887207
	Iteration 9F: 3 clusters Score -2163515 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2164420.750000 Penalty: 4913.887207
	Iteration 10Q: 3 clusters Score -2164421 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2164940.750000 Penalty: 4913.887207
	Iteration 11Q: 3 clusters Score -2164941 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2165134.500000 Penalty: 4913.887207
	Iteration 12Q: 3 clusters Score -2165134 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2165220.500000 Penalty: 4913.887207
	Iteration 13Q: 3 clusters Score -2165220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2165284.000000 Penalty: 4913.887207
	Iteration 14Q: 3 clusters Score -2165284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2165333.500000 Penalty: 4913.887207
	Iteration 15Q: 3 clusters Score -2165334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2165378.750000 Penalty: 4913.887207
	Iteration 16Q: 3 clusters Score -2165379 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2165417.500000 Penalty: 4913.887207
	Iteration 17Q: 3 clusters Score -2165418 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2165452.750000 Penalty: 4913.887207
	Iteration 18Q: 3 clusters Score -2165453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2165480.250000 Penalty: 4913.887207
	Iteration 19Q: 3 clusters Score -2165480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2165492.250000 Penalty: 4913.887207
	Iteration 20F: 3 clusters Score -2165492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2165513.250000 Penalty: 4913.887207
	Iteration 21Q: 3 clusters Score -2165513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2165527.750000 Penalty: 4913.887207
	Iteration 22Q: 3 clusters Score -2165528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2165533.750000 Penalty: 4913.887207
	Iteration 23Q: 3 clusters Score -2165534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2165542.000000 Penalty: 4913.887207
	Iteration 24Q: 3 clusters Score -2165542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2165548.250000 Penalty: 4913.887207
	Iteration 25Q: 3 clusters Score -2165548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2165551.750000 Penalty: 4913.887207
	Iteration 26Q: 3 clusters Score -2165552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2165562.750000 Penalty: 4913.887207
	Iteration 27Q: 3 clusters Score -2165563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2165566.500000 Penalty: 4913.887207
	Iteration 28Q: 3 clusters Score -2165566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2165568.500000 Penalty: 4913.887207
	Iteration 29Q: 3 clusters Score -2165568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2165572.500000 Penalty: 4913.887207
	Iteration 30Q: 3 clusters Score -2165572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2165571.750000 Penalty: 4913.887207
	Iteration 31Q: 3 clusters Score -2165572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2165576.250000 Penalty: 4913.887207
	Iteration 32Q: 3 clusters Score -2165576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2165576.750000 Penalty: 4913.887207
	Iteration 33Q: 3 clusters Score -2165577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2165583.000000 Penalty: 4913.887207
	Iteration 34Q: 3 clusters Score -2165583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2165587.000000 Penalty: 4913.887207
	Iteration 35Q: 3 clusters Score -2165587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2165587.750000 Penalty: 4913.887207
	Iteration 36Q: 3 clusters Score -2165588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2165593.000000 Penalty: 4913.887207
	Iteration 37Q: 3 clusters Score -2165593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2165598.750000 Penalty: 4913.887207
	Iteration 38Q: 3 clusters Score -2165599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2165603.750000 Penalty: 4913.887207
	Iteration 39Q: 3 clusters Score -2165604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2165604.000000 Penalty: 4913.887207
	Iteration 40F: 3 clusters Score -2165604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2165607.500000 Penalty: 4913.887207
	Iteration 41Q: 3 clusters Score -2165608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2165608.250000 Penalty: 4913.887207
	Iteration 42Q: 3 clusters Score -2165608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2165609.750000 Penalty: 4913.887207
	Iteration 43Q: 3 clusters Score -2165610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2165611.250000 Penalty: 4913.887207
	Iteration 44Q: 3 clusters Score -2165611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2165613.500000 Penalty: 4913.887207
	Iteration 45Q: 3 clusters Score -2165614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2165618.000000 Penalty: 4913.887207
	Iteration 46Q: 3 clusters Score -2165618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2165620.000000 Penalty: 4913.887207
	Iteration 47Q: 3 clusters Score -2165620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2165629.750000 Penalty: 4913.887207
	Iteration 48Q: 3 clusters Score -2165630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2165627.750000 Penalty: 4913.887207
	Iteration 49Q: 3 clusters Score -2165628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2165630.250000 Penalty: 4913.887207
	Iteration 50Q: 3 clusters Score -2165630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2165633.000000 Penalty: 4913.887207
	Iteration 51Q: 3 clusters Score -2165633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2165636.000000 Penalty: 4913.887207
	Iteration 52Q: 3 clusters Score -2165636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2165635.500000 Penalty: 4913.887207
	Iteration 53Q: 3 clusters Score -2165636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2165639.250000 Penalty: 4913.887207
	Iteration 54Q: 3 clusters Score -2165639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2165643.250000 Penalty: 4913.887207
	Iteration 55Q: 3 clusters Score -2165643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2165641.000000 Penalty: 4913.887207
	Iteration 56Q: 3 clusters Score -2165641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2165644.750000 Penalty: 4913.887207
	Iteration 57Q: 3 clusters Score -2165645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2165646.000000 Penalty: 4913.887207
	Iteration 58Q: 3 clusters Score -2165646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2165650.000000 Penalty: 4913.887207
	Iteration 59Q: 3 clusters Score -2165650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2165647.500000 Penalty: 4913.887207
	Iteration 60F: 3 clusters Score -2165648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2165650.250000 Penalty: 4913.887207
	Iteration 61Q: 3 clusters Score -2165650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2165649.250000 Penalty: 4913.887207
	Iteration 62Q: 3 clusters Score -2165649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2165648.500000 Penalty: 4913.887207
	Iteration 63Q: 3 clusters Score -2165648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2165647.250000 Penalty: 4913.887207
	Iteration 64Q: 3 clusters Score -2165647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2165647.250000 Penalty: 4913.887207
	Iteration 65F: 3 clusters Score -2165647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 233627 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 26696 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 65599 members 
Mstep: Class 7 contains 343099 members 
Mstep: Class 8 contains 216496 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31125 members 
Mstep: Class 12 contains 120036 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 80700 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 330165 members 
Mstep: Class 21 contains 20071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401200.000000 Penalty: 74147.679688
Iteration 439Q: 22 clusters Score -1.584012e+08 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 233279 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 26652 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 65784 members 
Mstep: Class 7 contains 342336 members 
Mstep: Class 8 contains 216217 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31125 members 
Mstep: Class 12 contains 119657 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 80704 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 331869 members 
Mstep: Class 21 contains 20041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400928.000000 Penalty: 74147.679688
Iteration 440F: 22 clusters Score -1.584009e+08 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 232884 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 26617 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 65977 members 
Mstep: Class 7 contains 341666 members 
Mstep: Class 8 contains 215917 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 119289 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 80711 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 333494 members 
Mstep: Class 21 contains 20034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400944.000000 Penalty: 74147.679688
Iteration 441Q: 22 clusters Score -1.584009e+08 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 232454 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 26576 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66176 members 
Mstep: Class 7 contains 341191 members 
Mstep: Class 8 contains 215581 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31102 members 
Mstep: Class 12 contains 118921 members 
Mstep: Class 13 contains 1161 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 80706 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 335025 members 
Mstep: Class 21 contains 20009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401152.000000 Penalty: 74147.679688
Iteration 442Q: 22 clusters Score -1.584012e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 232010 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 26540 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66370 members 
Mstep: Class 7 contains 340766 members 
Mstep: Class 8 contains 215250 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31078 members 
Mstep: Class 12 contains 118560 members 
Mstep: Class 13 contains 1161 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 80684 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 336536 members 
Mstep: Class 21 contains 19982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400960.000000 Penalty: 74147.679688
Iteration 443Q: 22 clusters Score -1.58401e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 231689 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66557 members 
Mstep: Class 7 contains 340388 members 
Mstep: Class 8 contains 214919 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 118142 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 3396 members 
Mstep: Class 15 contains 80670 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 337946 members 
Mstep: Class 21 contains 19952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401056.000000 Penalty: 74147.679688
Iteration 444Q: 22 clusters Score -1.584011e+08 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 231455 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 26447 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 66760 members 
Mstep: Class 7 contains 339971 members 
Mstep: Class 8 contains 214614 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31043 members 
Mstep: Class 12 contains 117740 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 80657 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 339212 members 
Mstep: Class 21 contains 19932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401088.000000 Penalty: 74147.679688
Iteration 445Q: 22 clusters Score -1.584011e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 231274 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 26409 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 66959 members 
Mstep: Class 7 contains 339660 members 
Mstep: Class 8 contains 214333 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31031 members 
Mstep: Class 12 contains 117299 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 3422 members 
Mstep: Class 15 contains 80642 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 340313 members 
Mstep: Class 21 contains 19922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401328.000000 Penalty: 74147.679688
Iteration 446Q: 22 clusters Score -1.584013e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 231096 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 26369 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 67108 members 
Mstep: Class 7 contains 339466 members 
Mstep: Class 8 contains 214038 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31024 members 
Mstep: Class 12 contains 116914 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 80664 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 341258 members 
Mstep: Class 21 contains 19906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401712.000000 Penalty: 74147.679688
Iteration 447Q: 22 clusters Score -1.584017e+08 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 230923 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 26340 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 67247 members 
Mstep: Class 7 contains 339302 members 
Mstep: Class 8 contains 213757 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31021 members 
Mstep: Class 12 contains 116543 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 80666 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 342189 members 
Mstep: Class 21 contains 19879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401632.000000 Penalty: 74147.679688
Iteration 448Q: 22 clusters Score -1.584016e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 230844 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 26313 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 67391 members 
Mstep: Class 7 contains 339052 members 
Mstep: Class 8 contains 213503 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31028 members 
Mstep: Class 12 contains 116133 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 80644 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 343137 members 
Mstep: Class 21 contains 19853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401984.000000 Penalty: 74147.679688
Iteration 449Q: 22 clusters Score -1.58402e+08 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 230815 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 26292 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 67524 members 
Mstep: Class 7 contains 338854 members 
Mstep: Class 8 contains 213251 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31030 members 
Mstep: Class 12 contains 115691 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 80628 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 343994 members 
Mstep: Class 21 contains 19827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401952.000000 Penalty: 74147.679688
Iteration 450Q: 22 clusters Score -1.58402e+08 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 230835 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 26267 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 67624 members 
Mstep: Class 7 contains 338669 members 
Mstep: Class 8 contains 213022 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31033 members 
Mstep: Class 12 contains 115243 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 80639 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 344753 members 
Mstep: Class 21 contains 19825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401696.000000 Penalty: 74147.679688
Iteration 451Q: 22 clusters Score -1.584017e+08 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 230920 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26248 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 67744 members 
Mstep: Class 7 contains 338463 members 
Mstep: Class 8 contains 212779 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31029 members 
Mstep: Class 12 contains 114858 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 80628 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345446 members 
Mstep: Class 21 contains 19808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402032.000000 Penalty: 74147.679688
Iteration 452Q: 22 clusters Score -1.58402e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 231054 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26231 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 67851 members 
Mstep: Class 7 contains 338303 members 
Mstep: Class 8 contains 212520 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31028 members 
Mstep: Class 12 contains 114482 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 3458 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346050 members 
Mstep: Class 21 contains 19797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402048.000000 Penalty: 74147.679688
Iteration 453Q: 22 clusters Score -1.58402e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 231223 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 26226 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 67961 members 
Mstep: Class 7 contains 338268 members 
Mstep: Class 8 contains 212251 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31032 members 
Mstep: Class 12 contains 114103 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 80585 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346476 members 
Mstep: Class 21 contains 19791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402320.000000 Penalty: 74147.679688
Iteration 454Q: 22 clusters Score -1.584023e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 231443 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 68036 members 
Mstep: Class 7 contains 338241 members 
Mstep: Class 8 contains 211994 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31027 members 
Mstep: Class 12 contains 113732 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 80576 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346891 members 
Mstep: Class 21 contains 19767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402176.000000 Penalty: 74147.679688
Iteration 455Q: 22 clusters Score -1.584022e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 231681 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26196 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 68116 members 
Mstep: Class 7 contains 338212 members 
Mstep: Class 8 contains 211751 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31029 members 
Mstep: Class 12 contains 113387 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 80559 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347232 members 
Mstep: Class 21 contains 19747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402112.000000 Penalty: 74147.679688
Iteration 456Q: 22 clusters Score -1.584021e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 231988 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26189 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 68162 members 
Mstep: Class 7 contains 338229 members 
Mstep: Class 8 contains 211562 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31024 members 
Mstep: Class 12 contains 113042 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 80549 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347458 members 
Mstep: Class 21 contains 19726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401744.000000 Penalty: 74147.679688
Iteration 457Q: 22 clusters Score -1.584017e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 232252 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 26179 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 68198 members 
Mstep: Class 7 contains 338235 members 
Mstep: Class 8 contains 211417 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31020 members 
Mstep: Class 12 contains 112723 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 80560 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347633 members 
Mstep: Class 21 contains 19719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401872.000000 Penalty: 74147.679688
Iteration 458Q: 22 clusters Score -1.584019e+08 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 232510 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 26166 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 68212 members 
Mstep: Class 7 contains 338239 members 
Mstep: Class 8 contains 211284 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31016 members 
Mstep: Class 12 contains 112429 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 80569 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347795 members 
Mstep: Class 21 contains 19714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401488.000000 Penalty: 74147.679688
Iteration 459Q: 22 clusters Score -1.584015e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 232757 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 26167 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 68207 members 
Mstep: Class 7 contains 338245 members 
Mstep: Class 8 contains 211196 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31019 members 
Mstep: Class 12 contains 112148 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 80556 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347947 members 
Mstep: Class 21 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401200.000000 Penalty: 74147.679688
Iteration 460F: 22 clusters Score -1.584012e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 233026 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 26163 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 68212 members 
Mstep: Class 7 contains 338212 members 
Mstep: Class 8 contains 211115 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31015 members 
Mstep: Class 12 contains 111891 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 80553 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 348075 members 
Mstep: Class 21 contains 19694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401456.000000 Penalty: 74147.679688
Iteration 461Q: 22 clusters Score -1.584015e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 233329 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 26157 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 68206 members 
Mstep: Class 7 contains 338251 members 
Mstep: Class 8 contains 211072 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 31006 members 
Mstep: Class 12 contains 111598 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 80547 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 348102 members 
Mstep: Class 21 contains 19693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401136.000000 Penalty: 74147.679688
Iteration 462Q: 22 clusters Score -1.584011e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 233640 members 
Mstep: Class 3 contains 4402 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 68196 members 
Mstep: Class 7 contains 338273 members 
Mstep: Class 8 contains 211042 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30996 members 
Mstep: Class 12 contains 111335 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 80542 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 348079 members 
Mstep: Class 21 contains 19700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401024.000000 Penalty: 74147.679688
Iteration 463Q: 22 clusters Score -1.58401e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 233997 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 26160 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 68157 members 
Mstep: Class 7 contains 338330 members 
Mstep: Class 8 contains 211032 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30980 members 
Mstep: Class 12 contains 111087 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3509 members 
Mstep: Class 15 contains 80517 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 348013 members 
Mstep: Class 21 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400624.000000 Penalty: 74147.679688
Iteration 464Q: 22 clusters Score -1.584006e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 234361 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 26158 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 68124 members 
Mstep: Class 7 contains 338431 members 
Mstep: Class 8 contains 211004 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30964 members 
Mstep: Class 12 contains 110838 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 80487 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347913 members 
Mstep: Class 21 contains 19701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401120.000000 Penalty: 74147.679688
Iteration 465Q: 22 clusters Score -1.584011e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 234738 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 26155 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 68084 members 
Mstep: Class 7 contains 338547 members 
Mstep: Class 8 contains 210962 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30947 members 
Mstep: Class 12 contains 110603 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 80446 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347817 members 
Mstep: Class 21 contains 19711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401424.000000 Penalty: 74147.679688
Iteration 466Q: 22 clusters Score -1.584014e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 235112 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 26149 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 68024 members 
Mstep: Class 7 contains 338622 members 
Mstep: Class 8 contains 210941 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30942 members 
Mstep: Class 12 contains 110383 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 80416 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347718 members 
Mstep: Class 21 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401440.000000 Penalty: 74147.679688
Iteration 467Q: 22 clusters Score -1.584014e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 235467 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67922 members 
Mstep: Class 7 contains 338615 members 
Mstep: Class 8 contains 210986 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30936 members 
Mstep: Class 12 contains 110197 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 80388 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347650 members 
Mstep: Class 21 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401392.000000 Penalty: 74147.679688
Iteration 468Q: 22 clusters Score -1.584014e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 235836 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67800 members 
Mstep: Class 7 contains 338628 members 
Mstep: Class 8 contains 210990 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30931 members 
Mstep: Class 12 contains 110003 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 80367 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347603 members 
Mstep: Class 21 contains 19708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401504.000000 Penalty: 74147.679688
Iteration 469Q: 22 clusters Score -1.584015e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 236192 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 26149 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67667 members 
Mstep: Class 7 contains 338693 members 
Mstep: Class 8 contains 210976 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30938 members 
Mstep: Class 12 contains 109827 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 80348 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347513 members 
Mstep: Class 21 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401536.000000 Penalty: 74147.679688
Iteration 470Q: 22 clusters Score -1.584015e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 236562 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67560 members 
Mstep: Class 7 contains 338800 members 
Mstep: Class 8 contains 210948 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30940 members 
Mstep: Class 12 contains 109660 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 80314 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347378 members 
Mstep: Class 21 contains 19690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401776.000000 Penalty: 74147.679688
Iteration 471Q: 22 clusters Score -1.584018e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 236941 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 26138 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 67437 members 
Mstep: Class 7 contains 338903 members 
Mstep: Class 8 contains 210874 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30941 members 
Mstep: Class 12 contains 109522 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 80294 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347255 members 
Mstep: Class 21 contains 19680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401952.000000 Penalty: 74147.679688
Iteration 472Q: 22 clusters Score -1.58402e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 237297 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 26132 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67314 members 
Mstep: Class 7 contains 339010 members 
Mstep: Class 8 contains 210816 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30950 members 
Mstep: Class 12 contains 109403 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3547 members 
Mstep: Class 15 contains 80287 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 347111 members 
Mstep: Class 21 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401920.000000 Penalty: 74147.679688
Iteration 473Q: 22 clusters Score -1.584019e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 237645 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67182 members 
Mstep: Class 7 contains 339202 members 
Mstep: Class 8 contains 210777 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30953 members 
Mstep: Class 12 contains 109265 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 80274 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346918 members 
Mstep: Class 21 contains 19646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402272.000000 Penalty: 74147.679688
Iteration 474Q: 22 clusters Score -1.584023e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 238000 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 67038 members 
Mstep: Class 7 contains 339377 members 
Mstep: Class 8 contains 210745 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30945 members 
Mstep: Class 12 contains 109120 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3570 members 
Mstep: Class 15 contains 80260 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346731 members 
Mstep: Class 21 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401664.000000 Penalty: 74147.679688
Iteration 475Q: 22 clusters Score -1.584017e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 238328 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66924 members 
Mstep: Class 7 contains 339552 members 
Mstep: Class 8 contains 210723 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30939 members 
Mstep: Class 12 contains 108969 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 80241 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346543 members 
Mstep: Class 21 contains 19645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402064.000000 Penalty: 74147.679688
Iteration 476Q: 22 clusters Score -1.584021e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 238643 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66814 members 
Mstep: Class 7 contains 339714 members 
Mstep: Class 8 contains 210711 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30928 members 
Mstep: Class 12 contains 108823 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3581 members 
Mstep: Class 15 contains 80234 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346357 members 
Mstep: Class 21 contains 19643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402368.000000 Penalty: 74147.679688
Iteration 477Q: 22 clusters Score -1.584024e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 238971 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66706 members 
Mstep: Class 7 contains 339870 members 
Mstep: Class 8 contains 210684 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30920 members 
Mstep: Class 12 contains 108675 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 80228 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 346161 members 
Mstep: Class 21 contains 19642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402416.000000 Penalty: 74147.679688
Iteration 478Q: 22 clusters Score -1.584024e+08 nChanged 1892
Entering ConstructFrom: 
Score: -158402416.000000 Penalty: 74147.679688
Entering ConstructFrom: 
Trying to split cluster 1 (38401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Entering Unmasked Estep 
Score: -4134432.500000 Penalty: 2617.847900
	Iteration 0F: 2 clusters Score -4134432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4108320.500000 Penalty: 5235.695801
	Iteration 0F: 3 clusters Score -4108320 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4118029.750000 Penalty: 5235.695801
	Iteration 1F: 3 clusters Score -4118030 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4118490.000000 Penalty: 5235.695801
	Iteration 2Q: 3 clusters Score -4118490 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4118817.750000 Penalty: 5235.695801
	Iteration 3Q: 3 clusters Score -4118818 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4119101.250000 Penalty: 5235.695801
	Iteration 4Q: 3 clusters Score -4119101 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4119466.750000 Penalty: 5235.695801
	Iteration 5Q: 3 clusters Score -4119467 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4119852.000000 Penalty: 5235.695801
	Iteration 6Q: 3 clusters Score -4119852 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4120368.500000 Penalty: 5235.695801
	Iteration 7Q: 3 clusters Score -4120368 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4120958.000000 Penalty: 5235.695801
	Iteration 8Q: 3 clusters Score -4120958 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4121712.250000 Penalty: 5235.695801
	Iteration 9Q: 3 clusters Score -4121712 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4122525.750000 Penalty: 5235.695801
	Iteration 10Q: 3 clusters Score -4122526 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4123369.250000 Penalty: 5235.695801
	Iteration 11Q: 3 clusters Score -4123369 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4124366.250000 Penalty: 5235.695801
	Iteration 12Q: 3 clusters Score -4124366 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4125386.250000 Penalty: 5235.695801
	Iteration 13Q: 3 clusters Score -4125386 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4126253.750000 Penalty: 5235.695801
	Iteration 14Q: 3 clusters Score -4126254 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4126762.250000 Penalty: 5235.695801
	Iteration 15Q: 3 clusters Score -4126762 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4127026.000000 Penalty: 5235.695801
	Iteration 16Q: 3 clusters Score -4127026 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4127157.000000 Penalty: 5235.695801
	Iteration 17Q: 3 clusters Score -4127157 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4127238.250000 Penalty: 5235.695801
	Iteration 18Q: 3 clusters Score -4127238 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4127290.500000 Penalty: 5235.695801
	Iteration 19Q: 3 clusters Score -4127290 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4127300.500000 Penalty: 5235.695801
	Iteration 20F: 3 clusters Score -4127300 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4127357.000000 Penalty: 5235.695801
	Iteration 21Q: 3 clusters Score -4127357 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4127375.500000 Penalty: 5235.695801
	Iteration 22Q: 3 clusters Score -4127376 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4127418.750000 Penalty: 5235.695801
	Iteration 23Q: 3 clusters Score -4127419 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4127457.500000 Penalty: 5235.695801
	Iteration 24Q: 3 clusters Score -4127458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4127504.500000 Penalty: 5235.695801
	Iteration 25Q: 3 clusters Score -4127504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4127539.500000 Penalty: 5235.695801
	Iteration 26Q: 3 clusters Score -4127540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4127547.500000 Penalty: 5235.695801
	Iteration 27Q: 3 clusters Score -4127548 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4127577.750000 Penalty: 5235.695801
	Iteration 28Q: 3 clusters Score -4127578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4127606.000000 Penalty: 5235.695801
	Iteration 29Q: 3 clusters Score -4127606 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4127630.750000 Penalty: 5235.695801
	Iteration 30Q: 3 clusters Score -4127631 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4127660.250000 Penalty: 5235.695801
	Iteration 31Q: 3 clusters Score -4127660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4127688.250000 Penalty: 5235.695801
	Iteration 32Q: 3 clusters Score -4127688 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4127722.750000 Penalty: 5235.695801
	Iteration 33Q: 3 clusters Score -4127723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4127769.250000 Penalty: 5235.695801
	Iteration 34Q: 3 clusters Score -4127769 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4127801.500000 Penalty: 5235.695801
	Iteration 35Q: 3 clusters Score -4127802 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4127828.000000 Penalty: 5235.695801
	Iteration 36Q: 3 clusters Score -4127828 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4127832.000000 Penalty: 5235.695801
	Iteration 37Q: 3 clusters Score -4127832 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4127877.250000 Penalty: 5235.695801
	Iteration 38Q: 3 clusters Score -4127877 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4127918.750000 Penalty: 5235.695801
	Iteration 39Q: 3 clusters Score -4127919 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4127958.500000 Penalty: 5235.695801
	Iteration 40F: 3 clusters Score -4127958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4128001.500000 Penalty: 5235.695801
	Iteration 41Q: 3 clusters Score -4128002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4128046.750000 Penalty: 5235.695801
	Iteration 42Q: 3 clusters Score -4128047 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4128101.250000 Penalty: 5235.695801
	Iteration 43Q: 3 clusters Score -4128101 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4128171.250000 Penalty: 5235.695801
	Iteration 44Q: 3 clusters Score -4128171 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4128209.500000 Penalty: 5235.695801
	Iteration 45Q: 3 clusters Score -4128210 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4128239.750000 Penalty: 5235.695801
	Iteration 46Q: 3 clusters Score -4128240 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4128301.500000 Penalty: 5235.695801
	Iteration 47Q: 3 clusters Score -4128302 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4128335.000000 Penalty: 5235.695801
	Iteration 48Q: 3 clusters Score -4128335 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -4128378.000000 Penalty: 5235.695801
	Iteration 49Q: 3 clusters Score -4128378 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4128426.500000 Penalty: 5235.695801
	Iteration 50Q: 3 clusters Score -4128426 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4128483.000000 Penalty: 5235.695801
	Iteration 51Q: 3 clusters Score -4128483 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4128542.500000 Penalty: 5235.695801
	Iteration 52Q: 3 clusters Score -4128542 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -4128581.750000 Penalty: 5235.695801
	Iteration 53Q: 3 clusters Score -4128582 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4128653.750000 Penalty: 5235.695801
	Iteration 54Q: 3 clusters Score -4128654 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4128711.250000 Penalty: 5235.695801
	Iteration 55Q: 3 clusters Score -4128711 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4128792.250000 Penalty: 5235.695801
	Iteration 56Q: 3 clusters Score -4128792 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4128884.750000 Penalty: 5235.695801
	Iteration 57Q: 3 clusters Score -4128885 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -4128965.000000 Penalty: 5235.695801
	Iteration 58Q: 3 clusters Score -4128965 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4129074.750000 Penalty: 5235.695801
	Iteration 59Q: 3 clusters Score -4129075 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4129224.500000 Penalty: 5235.695801
	Iteration 60F: 3 clusters Score -4129224 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4129346.500000 Penalty: 5235.695801
	Iteration 61Q: 3 clusters Score -4129346 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4129489.250000 Penalty: 5235.695801
	Iteration 62Q: 3 clusters Score -4129489 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4129640.000000 Penalty: 5235.695801
	Iteration 63Q: 3 clusters Score -4129640 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4129815.250000 Penalty: 5235.695801
	Iteration 64Q: 3 clusters Score -4129815 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4129973.750000 Penalty: 5235.695801
	Iteration 65Q: 3 clusters Score -4129974 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4130139.000000 Penalty: 5235.695801
	Iteration 66Q: 3 clusters Score -4130139 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4130347.500000 Penalty: 5235.695801
	Iteration 67Q: 3 clusters Score -4130348 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4130541.000000 Penalty: 5235.695801
	Iteration 68Q: 3 clusters Score -4130541 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4130733.250000 Penalty: 5235.695801
	Iteration 69Q: 3 clusters Score -4130733 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4130908.500000 Penalty: 5235.695801
	Iteration 70Q: 3 clusters Score -4130908 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4131069.000000 Penalty: 5235.695801
	Iteration 71Q: 3 clusters Score -4131069 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4131249.750000 Penalty: 5235.695801
	Iteration 72Q: 3 clusters Score -4131250 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4131447.000000 Penalty: 5235.695801
	Iteration 73Q: 3 clusters Score -4131447 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4131570.750000 Penalty: 5235.695801
	Iteration 74Q: 3 clusters Score -4131571 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4131692.500000 Penalty: 5235.695801
	Iteration 75Q: 3 clusters Score -4131692 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4131797.000000 Penalty: 5235.695801
	Iteration 76Q: 3 clusters Score -4131797 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4131880.500000 Penalty: 5235.695801
	Iteration 77Q: 3 clusters Score -4131880 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4131959.000000 Penalty: 5235.695801
	Iteration 78Q: 3 clusters Score -4131959 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4132032.500000 Penalty: 5235.695801
	Iteration 79Q: 3 clusters Score -4132032 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4132095.000000 Penalty: 5235.695801
	Iteration 80F: 3 clusters Score -4132095 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4132157.750000 Penalty: 5235.695801
	Iteration 81Q: 3 clusters Score -4132158 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4132217.750000 Penalty: 5235.695801
	Iteration 82Q: 3 clusters Score -4132218 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4132271.500000 Penalty: 5235.695801
	Iteration 83Q: 3 clusters Score -4132272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4132311.750000 Penalty: 5235.695801
	Iteration 84Q: 3 clusters Score -4132312 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4132370.000000 Penalty: 5235.695801
	Iteration 85Q: 3 clusters Score -4132370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4132406.750000 Penalty: 5235.695801
	Iteration 86Q: 3 clusters Score -4132407 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4132443.000000 Penalty: 5235.695801
	Iteration 87Q: 3 clusters Score -4132443 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4132491.750000 Penalty: 5235.695801
	Iteration 88Q: 3 clusters Score -4132492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4132512.000000 Penalty: 5235.695801
	Iteration 89Q: 3 clusters Score -4132512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4132562.000000 Penalty: 5235.695801
	Iteration 90Q: 3 clusters Score -4132562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4132584.250000 Penalty: 5235.695801
	Iteration 91Q: 3 clusters Score -4132584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4132589.500000 Penalty: 5235.695801
	Iteration 92Q: 3 clusters Score -4132590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4132597.500000 Penalty: 5235.695801
	Iteration 93Q: 3 clusters Score -4132598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4132594.250000 Penalty: 5235.695801
	Iteration 94Q: 3 clusters Score -4132594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4132607.000000 Penalty: 5235.695801
	Iteration 95Q: 3 clusters Score -4132607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4132623.500000 Penalty: 5235.695801
	Iteration 96Q: 3 clusters Score -4132624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4132632.500000 Penalty: 5235.695801
	Iteration 97Q: 3 clusters Score -4132632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4132649.000000 Penalty: 5235.695801
	Iteration 98Q: 3 clusters Score -4132649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4132652.750000 Penalty: 5235.695801
	Iteration 99Q: 3 clusters Score -4132653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4132666.750000 Penalty: 5235.695801
	Iteration 100F: 3 clusters Score -4132667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4132690.500000 Penalty: 5235.695801
	Iteration 101Q: 3 clusters Score -4132690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4132696.750000 Penalty: 5235.695801
	Iteration 102Q: 3 clusters Score -4132697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4132705.000000 Penalty: 5235.695801
	Iteration 103Q: 3 clusters Score -4132705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4132713.250000 Penalty: 5235.695801
	Iteration 104Q: 3 clusters Score -4132713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4132719.500000 Penalty: 5235.695801
	Iteration 105Q: 3 clusters Score -4132720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4132736.750000 Penalty: 5235.695801
	Iteration 106Q: 3 clusters Score -4132737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4132739.000000 Penalty: 5235.695801
	Iteration 107Q: 3 clusters Score -4132739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4132741.500000 Penalty: 5235.695801
	Iteration 108Q: 3 clusters Score -4132742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4132740.000000 Penalty: 5235.695801
	Iteration 109Q: 3 clusters Score -4132740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4132743.250000 Penalty: 5235.695801
	Iteration 110Q: 3 clusters Score -4132743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4132735.250000 Penalty: 5235.695801
	Iteration 111Q: 3 clusters Score -4132735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4132744.000000 Penalty: 5235.695801
	Iteration 112Q: 3 clusters Score -4132744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4132740.250000 Penalty: 5235.695801
	Iteration 113Q: 3 clusters Score -4132740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4132739.250000 Penalty: 5235.695801
	Iteration 114Q: 3 clusters Score -4132739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4132742.500000 Penalty: 5235.695801
	Iteration 115Q: 3 clusters Score -4132742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4132740.500000 Penalty: 5235.695801
	Iteration 116Q: 3 clusters Score -4132740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4132747.750000 Penalty: 5235.695801
	Iteration 117Q: 3 clusters Score -4132748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4132751.250000 Penalty: 5235.695801
	Iteration 118Q: 3 clusters Score -4132751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4132754.000000 Penalty: 5235.695801
	Iteration 119Q: 3 clusters Score -4132754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4132755.500000 Penalty: 5235.695801
	Iteration 120F: 3 clusters Score -4132756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4132757.500000 Penalty: 5235.695801
	Iteration 121Q: 3 clusters Score -4132758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4132761.000000 Penalty: 5235.695801
	Iteration 122Q: 3 clusters Score -4132761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4132768.750000 Penalty: 5235.695801
	Iteration 123Q: 3 clusters Score -4132769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4132771.750000 Penalty: 5235.695801
	Iteration 124Q: 3 clusters Score -4132772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4132766.750000 Penalty: 5235.695801
	Iteration 125Q: 3 clusters Score -4132767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -4132765.250000 Penalty: 5235.695801
	Iteration 126Q: 3 clusters Score -4132765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4132773.500000 Penalty: 5235.695801
	Iteration 127Q: 3 clusters Score -4132774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4132775.750000 Penalty: 5235.695801
	Iteration 128Q: 3 clusters Score -4132776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4132775.500000 Penalty: 5235.695801
	Iteration 129Q: 3 clusters Score -4132776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4132772.500000 Penalty: 5235.695801
	Iteration 130Q: 3 clusters Score -4132772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4132765.750000 Penalty: 5235.695801
	Iteration 131Q: 3 clusters Score -4132766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4132764.250000 Penalty: 5235.695801
	Iteration 132Q: 3 clusters Score -4132764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4132778.750000 Penalty: 5235.695801
	Iteration 133Q: 3 clusters Score -4132779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4132785.500000 Penalty: 5235.695801
	Iteration 134Q: 3 clusters Score -4132786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4132794.000000 Penalty: 5235.695801
	Iteration 135Q: 3 clusters Score -4132794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4132789.000000 Penalty: 5235.695801
	Iteration 136Q: 3 clusters Score -4132789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4132794.750000 Penalty: 5235.695801
	Iteration 137Q: 3 clusters Score -4132795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4132795.250000 Penalty: 5235.695801
	Iteration 138Q: 3 clusters Score -4132795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4132793.250000 Penalty: 5235.695801
	Iteration 139Q: 3 clusters Score -4132793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4132794.000000 Penalty: 5235.695801
	Iteration 140F: 3 clusters Score -4132794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4132798.750000 Penalty: 5235.695801
	Iteration 141Q: 3 clusters Score -4132799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4132791.750000 Penalty: 5235.695801
	Iteration 142Q: 3 clusters Score -4132792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4132792.500000 Penalty: 5235.695801
	Iteration 143Q: 3 clusters Score -4132792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -4132791.750000 Penalty: 5235.695801
	Iteration 144Q: 3 clusters Score -4132792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4132793.750000 Penalty: 5235.695801
	Iteration 145Q: 3 clusters Score -4132794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -4132787.500000 Penalty: 5235.695801
	Iteration 146Q: 3 clusters Score -4132788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4132788.500000 Penalty: 5235.695801
	Iteration 147Q: 3 clusters Score -4132788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4132796.000000 Penalty: 5235.695801
	Iteration 148Q: 3 clusters Score -4132796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4132798.250000 Penalty: 5235.695801
	Iteration 149Q: 3 clusters Score -4132798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4132799.250000 Penalty: 5235.695801
	Iteration 150Q: 3 clusters Score -4132799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -4132811.750000 Penalty: 5235.695801
	Iteration 151Q: 3 clusters Score -4132812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -4132817.250000 Penalty: 5235.695801
	Iteration 152Q: 3 clusters Score -4132817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4132816.000000 Penalty: 5235.695801
	Iteration 153Q: 3 clusters Score -4132816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4132815.000000 Penalty: 5235.695801
	Iteration 154Q: 3 clusters Score -4132815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4132809.250000 Penalty: 5235.695801
	Iteration 155Q: 3 clusters Score -4132809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4132816.500000 Penalty: 5235.695801
	Iteration 156Q: 3 clusters Score -4132816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4132813.750000 Penalty: 5235.695801
	Iteration 157Q: 3 clusters Score -4132814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4132824.750000 Penalty: 5235.695801
	Iteration 158Q: 3 clusters Score -4132825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4132826.500000 Penalty: 5235.695801
	Iteration 159Q: 3 clusters Score -4132826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4132833.500000 Penalty: 5235.695801
	Iteration 160F: 3 clusters Score -4132834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4132839.250000 Penalty: 5235.695801
	Iteration 161Q: 3 clusters Score -4132839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4132838.500000 Penalty: 5235.695801
	Iteration 162Q: 3 clusters Score -4132838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -4132838.250000 Penalty: 5235.695801
	Iteration 163Q: 3 clusters Score -4132838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4132842.250000 Penalty: 5235.695801
	Iteration 164Q: 3 clusters Score -4132842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4132849.000000 Penalty: 5235.695801
	Iteration 165Q: 3 clusters Score -4132849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4132852.500000 Penalty: 5235.695801
	Iteration 166Q: 3 clusters Score -4132852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4132856.250000 Penalty: 5235.695801
	Iteration 167Q: 3 clusters Score -4132856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4132857.750000 Penalty: 5235.695801
	Iteration 168Q: 3 clusters Score -4132858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4132859.500000 Penalty: 5235.695801
	Iteration 169Q: 3 clusters Score -4132860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4132862.750000 Penalty: 5235.695801
	Iteration 170Q: 3 clusters Score -4132863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4132860.750000 Penalty: 5235.695801
	Iteration 171Q: 3 clusters Score -4132861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4132860.750000 Penalty: 5235.695801
	Iteration 172F: 3 clusters Score -4132861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (239277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239277 members 
Entering Unmasked Estep 
Score: -25392188.000000 Penalty: 3071.573486
	Iteration 0F: 2 clusters Score -2.539219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 119773 members 
Entering Unmasked Estep 
Score: -25235024.000000 Penalty: 6143.146973
	Iteration 0F: 3 clusters Score -2.523502e+07 nChanged 115172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -25303240.000000 Penalty: 6143.146973
	Iteration 1F: 3 clusters Score -2.530324e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Mstep: Class 2 contains 129458 members 
Entering Unmasked Estep 
Score: -25305476.000000 Penalty: 6143.146973
	Iteration 2Q: 3 clusters Score -2.530548e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -25309696.000000 Penalty: 6143.146973
	Iteration 3Q: 3 clusters Score -2.53097e+07 nChanged 13558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -25317684.000000 Penalty: 6143.146973
	Iteration 4F: 3 clusters Score -2.531768e+07 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -25331058.000000 Penalty: 6143.146973
	Iteration 5F: 3 clusters Score -2.533106e+07 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -25348170.000000 Penalty: 6143.146973
	Iteration 6F: 3 clusters Score -2.534817e+07 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 184265 members 
Entering Unmasked Estep 
Score: -25365832.000000 Penalty: 6143.146973
	Iteration 7F: 3 clusters Score -2.536583e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 194574 members 
Entering Unmasked Estep 
Score: -25379532.000000 Penalty: 6143.146973
	Iteration 8F: 3 clusters Score -2.537953e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 199899 members 
Entering Unmasked Estep 
Score: -25385962.000000 Penalty: 6143.146973
	Iteration 9Q: 3 clusters Score -2.538596e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 203010 members 
Entering Unmasked Estep 
Score: -25388330.000000 Penalty: 6143.146973
	Iteration 10Q: 3 clusters Score -2.538833e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 205441 members 
Entering Unmasked Estep 
Score: -25389506.000000 Penalty: 6143.146973
	Iteration 11Q: 3 clusters Score -2.538951e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 207537 members 
Entering Unmasked Estep 
Score: -25390222.000000 Penalty: 6143.146973
	Iteration 12Q: 3 clusters Score -2.539022e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 209271 members 
Entering Unmasked Estep 
Score: -25390528.000000 Penalty: 6143.146973
	Iteration 13Q: 3 clusters Score -2.539053e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -25390800.000000 Penalty: 6143.146973
	Iteration 14Q: 3 clusters Score -2.53908e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
Score: -25390968.000000 Penalty: 6143.146973
	Iteration 15Q: 3 clusters Score -2.539097e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 213564 members 
Entering Unmasked Estep 
Score: -25391266.000000 Penalty: 6143.146973
	Iteration 16Q: 3 clusters Score -2.539127e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 214843 members 
Entering Unmasked Estep 
Score: -25391502.000000 Penalty: 6143.146973
	Iteration 17Q: 3 clusters Score -2.53915e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 216095 members 
Entering Unmasked Estep 
Score: -25391622.000000 Penalty: 6143.146973
	Iteration 18Q: 3 clusters Score -2.539162e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 217259 members 
Entering Unmasked Estep 
Score: -25391654.000000 Penalty: 6143.146973
	Iteration 19Q: 3 clusters Score -2.539165e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 218363 members 
Entering Unmasked Estep 
Score: -25391840.000000 Penalty: 6143.146973
	Iteration 20F: 3 clusters Score -2.539184e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 219396 members 
Entering Unmasked Estep 
Score: -25391928.000000 Penalty: 6143.146973
	Iteration 21Q: 3 clusters Score -2.539193e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 220381 members 
Entering Unmasked Estep 
Score: -25392002.000000 Penalty: 6143.146973
	Iteration 22Q: 3 clusters Score -2.5392e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 221296 members 
Entering Unmasked Estep 
Score: -25392080.000000 Penalty: 6143.146973
	Iteration 23Q: 3 clusters Score -2.539208e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 222115 members 
Entering Unmasked Estep 
Score: -25392090.000000 Penalty: 6143.146973
	Iteration 24Q: 3 clusters Score -2.539209e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 222865 members 
Entering Unmasked Estep 
Score: -25392110.000000 Penalty: 6143.146973
	Iteration 25Q: 3 clusters Score -2.539211e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 223569 members 
Entering Unmasked Estep 
Score: -25392152.000000 Penalty: 6143.146973
	Iteration 26Q: 3 clusters Score -2.539215e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 224225 members 
Entering Unmasked Estep 
Score: -25392202.000000 Penalty: 6143.146973
	Iteration 27Q: 3 clusters Score -2.53922e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 224802 members 
Entering Unmasked Estep 
Score: -25392194.000000 Penalty: 6143.146973
	Iteration 28Q: 3 clusters Score -2.539219e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 225335 members 
Entering Unmasked Estep 
Score: -25392216.000000 Penalty: 6143.146973
	Iteration 29Q: 3 clusters Score -2.539222e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 225822 members 
Entering Unmasked Estep 
Score: -25392266.000000 Penalty: 6143.146973
	Iteration 30Q: 3 clusters Score -2.539227e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 226222 members 
Entering Unmasked Estep 
Score: -25392316.000000 Penalty: 6143.146973
	Iteration 31Q: 3 clusters Score -2.539232e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 226629 members 
Entering Unmasked Estep 
Score: -25392306.000000 Penalty: 6143.146973
	Iteration 32Q: 3 clusters Score -2.539231e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 227019 members 
Entering Unmasked Estep 
Score: -25392308.000000 Penalty: 6143.146973
	Iteration 33Q: 3 clusters Score -2.539231e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 227349 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6143.146973
	Iteration 34Q: 3 clusters Score -2.539231e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 227676 members 
Entering Unmasked Estep 
Score: -25392400.000000 Penalty: 6143.146973
	Iteration 35Q: 3 clusters Score -2.53924e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 227968 members 
Entering Unmasked Estep 
Score: -25392418.000000 Penalty: 6143.146973
	Iteration 36Q: 3 clusters Score -2.539242e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 228229 members 
Entering Unmasked Estep 
Score: -25392396.000000 Penalty: 6143.146973
	Iteration 37Q: 3 clusters Score -2.53924e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 228467 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6143.146973
	Iteration 38Q: 3 clusters Score -2.539237e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 228692 members 
Entering Unmasked Estep 
Score: -25392400.000000 Penalty: 6143.146973
	Iteration 39Q: 3 clusters Score -2.53924e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 228908 members 
Entering Unmasked Estep 
Score: -25392478.000000 Penalty: 6143.146973
	Iteration 40F: 3 clusters Score -2.539248e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 229111 members 
Entering Unmasked Estep 
Score: -25392488.000000 Penalty: 6143.146973
	Iteration 41Q: 3 clusters Score -2.539249e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 229308 members 
Entering Unmasked Estep 
Score: -25392510.000000 Penalty: 6143.146973
	Iteration 42Q: 3 clusters Score -2.539251e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 229502 members 
Entering Unmasked Estep 
Score: -25392512.000000 Penalty: 6143.146973
	Iteration 43Q: 3 clusters Score -2.539251e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 229683 members 
Entering Unmasked Estep 
Score: -25392422.000000 Penalty: 6143.146973
	Iteration 44Q: 3 clusters Score -2.539242e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 229863 members 
Entering Unmasked Estep 
Score: -25392390.000000 Penalty: 6143.146973
	Iteration 45Q: 3 clusters Score -2.539239e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 230038 members 
Entering Unmasked Estep 
Score: -25392432.000000 Penalty: 6143.146973
	Iteration 46Q: 3 clusters Score -2.539243e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 230197 members 
Entering Unmasked Estep 
Score: -25392436.000000 Penalty: 6143.146973
	Iteration 47Q: 3 clusters Score -2.539244e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 230322 members 
Entering Unmasked Estep 
Score: -25392440.000000 Penalty: 6143.146973
	Iteration 48Q: 3 clusters Score -2.539244e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 230442 members 
Entering Unmasked Estep 
Score: -25392434.000000 Penalty: 6143.146973
	Iteration 49Q: 3 clusters Score -2.539243e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 230553 members 
Entering Unmasked Estep 
Score: -25392424.000000 Penalty: 6143.146973
	Iteration 50Q: 3 clusters Score -2.539242e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 230664 members 
Entering Unmasked Estep 
Score: -25392480.000000 Penalty: 6143.146973
	Iteration 51Q: 3 clusters Score -2.539248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 230762 members 
Entering Unmasked Estep 
Score: -25392474.000000 Penalty: 6143.146973
	Iteration 52Q: 3 clusters Score -2.539247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 230843 members 
Entering Unmasked Estep 
Score: -25392444.000000 Penalty: 6143.146973
	Iteration 53Q: 3 clusters Score -2.539244e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 230918 members 
Entering Unmasked Estep 
Score: -25392460.000000 Penalty: 6143.146973
	Iteration 54Q: 3 clusters Score -2.539246e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 230991 members 
Entering Unmasked Estep 
Score: -25392472.000000 Penalty: 6143.146973
	Iteration 55Q: 3 clusters Score -2.539247e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 231066 members 
Entering Unmasked Estep 
Score: -25392430.000000 Penalty: 6143.146973
	Iteration 56Q: 3 clusters Score -2.539243e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 231139 members 
Entering Unmasked Estep 
Score: -25392426.000000 Penalty: 6143.146973
	Iteration 57Q: 3 clusters Score -2.539243e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 231210 members 
Entering Unmasked Estep 
Score: -25392440.000000 Penalty: 6143.146973
	Iteration 58Q: 3 clusters Score -2.539244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 231273 members 
Entering Unmasked Estep 
Score: -25392432.000000 Penalty: 6143.146973
	Iteration 59Q: 3 clusters Score -2.539243e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 231328 members 
Entering Unmasked Estep 
Score: -25392392.000000 Penalty: 6143.146973
	Iteration 60F: 3 clusters Score -2.539239e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 231377 members 
Entering Unmasked Estep 
Score: -25392390.000000 Penalty: 6143.146973
	Iteration 61Q: 3 clusters Score -2.539239e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 231418 members 
Entering Unmasked Estep 
Score: -25392380.000000 Penalty: 6143.146973
	Iteration 62Q: 3 clusters Score -2.539238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 231455 members 
Entering Unmasked Estep 
Score: -25392376.000000 Penalty: 6143.146973
	Iteration 63Q: 3 clusters Score -2.539238e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 231491 members 
Entering Unmasked Estep 
Score: -25392378.000000 Penalty: 6143.146973
	Iteration 64Q: 3 clusters Score -2.539238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 231519 members 
Entering Unmasked Estep 
Score: -25392364.000000 Penalty: 6143.146973
	Iteration 65Q: 3 clusters Score -2.539236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 231542 members 
Entering Unmasked Estep 
Score: -25392370.000000 Penalty: 6143.146973
	Iteration 66Q: 3 clusters Score -2.539237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 231562 members 
Entering Unmasked Estep 
Score: -25392382.000000 Penalty: 6143.146973
	Iteration 67Q: 3 clusters Score -2.539238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 231580 members 
Entering Unmasked Estep 
Score: -25392398.000000 Penalty: 6143.146973
	Iteration 68Q: 3 clusters Score -2.53924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 231592 members 
Entering Unmasked Estep 
Score: -25392398.000000 Penalty: 6143.146973
	Iteration 69Q: 3 clusters Score -2.53924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 231602 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6143.146973
	Iteration 70Q: 3 clusters Score -2.539237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 231610 members 
Entering Unmasked Estep 
Score: -25392380.000000 Penalty: 6143.146973
	Iteration 71Q: 3 clusters Score -2.539238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 231619 members 
Entering Unmasked Estep 
Score: -25392382.000000 Penalty: 6143.146973
	Iteration 72Q: 3 clusters Score -2.539238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 231629 members 
Entering Unmasked Estep 
Score: -25392378.000000 Penalty: 6143.146973
	Iteration 73Q: 3 clusters Score -2.539238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 231638 members 
Entering Unmasked Estep 
Score: -25392370.000000 Penalty: 6143.146973
	Iteration 74Q: 3 clusters Score -2.539237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 231647 members 
Entering Unmasked Estep 
Score: -25392372.000000 Penalty: 6143.146973
	Iteration 75Q: 3 clusters Score -2.539237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 231654 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6143.146973
	Iteration 76Q: 3 clusters Score -2.539237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 231660 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6143.146973
	Iteration 77Q: 3 clusters Score -2.539237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 231668 members 
Entering Unmasked Estep 
Score: -25392394.000000 Penalty: 6143.146973
	Iteration 78Q: 3 clusters Score -2.539239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 231678 members 
Entering Unmasked Estep 
Score: -25392376.000000 Penalty: 6143.146973
	Iteration 79Q: 3 clusters Score -2.539238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 231687 members 
Entering Unmasked Estep 
Score: -25392378.000000 Penalty: 6143.146973
	Iteration 80F: 3 clusters Score -2.539238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 231697 members 
Entering Unmasked Estep 
Score: -25392372.000000 Penalty: 6143.146973
	Iteration 81Q: 3 clusters Score -2.539237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 231709 members 
Entering Unmasked Estep 
Score: -25392362.000000 Penalty: 6143.146973
	Iteration 82Q: 3 clusters Score -2.539236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 231725 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6143.146973
	Iteration 83Q: 3 clusters Score -2.539237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 231743 members 
Entering Unmasked Estep 
Score: -25392388.000000 Penalty: 6143.146973
	Iteration 84Q: 3 clusters Score -2.539239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 231759 members 
Entering Unmasked Estep 
Score: -25392392.000000 Penalty: 6143.146973
	Iteration 85Q: 3 clusters Score -2.539239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 231777 members 
Entering Unmasked Estep 
Score: -25392378.000000 Penalty: 6143.146973
	Iteration 86Q: 3 clusters Score -2.539238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 231790 members 
Entering Unmasked Estep 
Score: -25392360.000000 Penalty: 6143.146973
	Iteration 87Q: 3 clusters Score -2.539236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 231797 members 
Entering Unmasked Estep 
Score: -25392390.000000 Penalty: 6143.146973
	Iteration 88Q: 3 clusters Score -2.539239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 231808 members 
Entering Unmasked Estep 
Score: -25392370.000000 Penalty: 6143.146973
	Iteration 89Q: 3 clusters Score -2.539237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 231814 members 
Entering Unmasked Estep 
Score: -25392362.000000 Penalty: 6143.146973
	Iteration 90Q: 3 clusters Score -2.539236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 231819 members 
Entering Unmasked Estep 
Score: -25392352.000000 Penalty: 6143.146973
	Iteration 91Q: 3 clusters Score -2.539235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 231824 members 
Entering Unmasked Estep 
Score: -25392360.000000 Penalty: 6143.146973
	Iteration 92Q: 3 clusters Score -2.539236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 231828 members 
Entering Unmasked Estep 
Score: -25392344.000000 Penalty: 6143.146973
	Iteration 93Q: 3 clusters Score -2.539234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 231829 members 
Entering Unmasked Estep 
Score: -25392340.000000 Penalty: 6143.146973
	Iteration 94Q: 3 clusters Score -2.539234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 231829 members 
Entering Unmasked Estep 
Score: -25392340.000000 Penalty: 6143.146973
	Iteration 95F: 3 clusters Score -2.539234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26116 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66621 members 
Mstep: Class 7 contains 340019 members 
Mstep: Class 8 contains 210657 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30910 members 
Mstep: Class 12 contains 108539 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 80219 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345974 members 
Mstep: Class 21 contains 19647 members 
Mstep: Class 22 contains 231829 members 
Entering Unmasked Estep 
Score: -158402032.000000 Penalty: 77678.523438
Splitting cluster 2 changes total score from -158402416.000000 to -158402032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -438597.062500 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -438597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -434453.781250 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -434453.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -435403.156250 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -435403.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435611.125000 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -435611.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -435713.781250 Penalty: 4162.361328
	Iteration 3Q: 3 clusters Score -435713.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -435783.968750 Penalty: 4162.361328
	Iteration 4Q: 3 clusters Score -435784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -435854.062500 Penalty: 4162.361328
	Iteration 5Q: 3 clusters Score -435854.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -435906.468750 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -435906.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -435945.625000 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -435945.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -435977.687500 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -435977.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -436005.843750 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -436005.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -436032.437500 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -436032.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -436056.687500 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -436056.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -436089.687500 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -436089.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -436115.656250 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -436115.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -436137.218750 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -436137.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -436161.718750 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -436161.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -436175.531250 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -436175.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -436191.843750 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -436191.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -436201.062500 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -436201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -436212.500000 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -436212.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -436221.937500 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -436221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -436228.281250 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -436228.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -436235.406250 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -436235.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -436244.656250 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -436244.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -436253.000000 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -436253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -436262.531250 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -436262.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -436276.531250 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -436276.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -436286.312500 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -436286.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -436296.593750 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -436296.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -436309.062500 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -436309.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -436316.781250 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -436316.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -436325.000000 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -436325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -436329.812500 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -436329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -436335.281250 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -436335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -436342.718750 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -436342.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -436347.687500 Penalty: 4162.361328
	Iteration 35Q: 3 clusters Score -436347.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -436353.312500 Penalty: 4162.361328
	Iteration 36Q: 3 clusters Score -436353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -436357.218750 Penalty: 4162.361328
	Iteration 37Q: 3 clusters Score -436357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -436361.218750 Penalty: 4162.361328
	Iteration 38Q: 3 clusters Score -436361.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -436363.031250 Penalty: 4162.361328
	Iteration 39Q: 3 clusters Score -436363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -436364.937500 Penalty: 4162.361328
	Iteration 40F: 3 clusters Score -436364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -436368.250000 Penalty: 4162.361328
	Iteration 41Q: 3 clusters Score -436368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -436368.687500 Penalty: 4162.361328
	Iteration 42Q: 3 clusters Score -436368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -436370.968750 Penalty: 4162.361328
	Iteration 43Q: 3 clusters Score -436371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -436373.875000 Penalty: 4162.361328
	Iteration 44Q: 3 clusters Score -436373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -436375.125000 Penalty: 4162.361328
	Iteration 45Q: 3 clusters Score -436375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -436377.718750 Penalty: 4162.361328
	Iteration 46Q: 3 clusters Score -436377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -436379.937500 Penalty: 4162.361328
	Iteration 47Q: 3 clusters Score -436379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -436381.843750 Penalty: 4162.361328
	Iteration 48Q: 3 clusters Score -436381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -436383.218750 Penalty: 4162.361328
	Iteration 49Q: 3 clusters Score -436383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -436384.093750 Penalty: 4162.361328
	Iteration 50Q: 3 clusters Score -436384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -436384.093750 Penalty: 4162.361328
	Iteration 51F: 3 clusters Score -436384.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Entering Unmasked Estep 
Score: -2820621.000000 Penalty: 2522.235352
	Iteration 0F: 2 clusters Score -2820621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2802630.750000 Penalty: 5044.470703
	Iteration 0F: 3 clusters Score -2802631 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2809094.000000 Penalty: 5044.470703
	Iteration 1F: 3 clusters Score -2809094 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2809734.250000 Penalty: 5044.470703
	Iteration 2F: 3 clusters Score -2809734 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2810385.500000 Penalty: 5044.470703
	Iteration 3F: 3 clusters Score -2810386 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2811031.000000 Penalty: 5044.470703
	Iteration 4Q: 3 clusters Score -2811031 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2811733.250000 Penalty: 5044.470703
	Iteration 5Q: 3 clusters Score -2811733 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2812461.750000 Penalty: 5044.470703
	Iteration 6F: 3 clusters Score -2812462 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2813283.500000 Penalty: 5044.470703
	Iteration 7F: 3 clusters Score -2813284 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2814174.500000 Penalty: 5044.470703
	Iteration 8F: 3 clusters Score -2814174 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2815056.750000 Penalty: 5044.470703
	Iteration 9F: 3 clusters Score -2815057 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2815656.750000 Penalty: 5044.470703
	Iteration 10Q: 3 clusters Score -2815657 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2816029.750000 Penalty: 5044.470703
	Iteration 11Q: 3 clusters Score -2816030 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2816273.000000 Penalty: 5044.470703
	Iteration 12Q: 3 clusters Score -2816273 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2816425.250000 Penalty: 5044.470703
	Iteration 13Q: 3 clusters Score -2816425 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2816566.000000 Penalty: 5044.470703
	Iteration 14Q: 3 clusters Score -2816566 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2816697.250000 Penalty: 5044.470703
	Iteration 15Q: 3 clusters Score -2816697 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2816778.000000 Penalty: 5044.470703
	Iteration 16Q: 3 clusters Score -2816778 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2816836.500000 Penalty: 5044.470703
	Iteration 17Q: 3 clusters Score -2816836 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2816910.000000 Penalty: 5044.470703
	Iteration 18Q: 3 clusters Score -2816910 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2816954.000000 Penalty: 5044.470703
	Iteration 19Q: 3 clusters Score -2816954 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2817002.500000 Penalty: 5044.470703
	Iteration 20F: 3 clusters Score -2817002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2817031.750000 Penalty: 5044.470703
	Iteration 21Q: 3 clusters Score -2817032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2817079.500000 Penalty: 5044.470703
	Iteration 22Q: 3 clusters Score -2817080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2817110.250000 Penalty: 5044.470703
	Iteration 23Q: 3 clusters Score -2817110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2817149.500000 Penalty: 5044.470703
	Iteration 24Q: 3 clusters Score -2817150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2817183.750000 Penalty: 5044.470703
	Iteration 25Q: 3 clusters Score -2817184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2817217.250000 Penalty: 5044.470703
	Iteration 26Q: 3 clusters Score -2817217 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2817222.750000 Penalty: 5044.470703
	Iteration 27Q: 3 clusters Score -2817223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2817256.500000 Penalty: 5044.470703
	Iteration 28Q: 3 clusters Score -2817256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2817290.000000 Penalty: 5044.470703
	Iteration 29Q: 3 clusters Score -2817290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2817324.250000 Penalty: 5044.470703
	Iteration 30Q: 3 clusters Score -2817324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2817346.250000 Penalty: 5044.470703
	Iteration 31Q: 3 clusters Score -2817346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2817391.000000 Penalty: 5044.470703
	Iteration 32Q: 3 clusters Score -2817391 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2817391.500000 Penalty: 5044.470703
	Iteration 33Q: 3 clusters Score -2817392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2817405.750000 Penalty: 5044.470703
	Iteration 34Q: 3 clusters Score -2817406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2817434.750000 Penalty: 5044.470703
	Iteration 35Q: 3 clusters Score -2817435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2817469.000000 Penalty: 5044.470703
	Iteration 36Q: 3 clusters Score -2817469 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2817493.250000 Penalty: 5044.470703
	Iteration 37Q: 3 clusters Score -2817493 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2817530.000000 Penalty: 5044.470703
	Iteration 38Q: 3 clusters Score -2817530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2817547.250000 Penalty: 5044.470703
	Iteration 39Q: 3 clusters Score -2817547 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2817593.000000 Penalty: 5044.470703
	Iteration 40F: 3 clusters Score -2817593 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2817615.000000 Penalty: 5044.470703
	Iteration 41Q: 3 clusters Score -2817615 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2817658.000000 Penalty: 5044.470703
	Iteration 42Q: 3 clusters Score -2817658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2817672.750000 Penalty: 5044.470703
	Iteration 43Q: 3 clusters Score -2817673 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2817717.750000 Penalty: 5044.470703
	Iteration 44Q: 3 clusters Score -2817718 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2817747.000000 Penalty: 5044.470703
	Iteration 45Q: 3 clusters Score -2817747 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2817768.750000 Penalty: 5044.470703
	Iteration 46Q: 3 clusters Score -2817769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2817795.250000 Penalty: 5044.470703
	Iteration 47Q: 3 clusters Score -2817795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2817815.500000 Penalty: 5044.470703
	Iteration 48Q: 3 clusters Score -2817816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2817853.000000 Penalty: 5044.470703
	Iteration 49Q: 3 clusters Score -2817853 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2817890.500000 Penalty: 5044.470703
	Iteration 50Q: 3 clusters Score -2817890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2817916.000000 Penalty: 5044.470703
	Iteration 51Q: 3 clusters Score -2817916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2817950.250000 Penalty: 5044.470703
	Iteration 52Q: 3 clusters Score -2817950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2817973.750000 Penalty: 5044.470703
	Iteration 53Q: 3 clusters Score -2817974 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2817984.250000 Penalty: 5044.470703
	Iteration 54Q: 3 clusters Score -2817984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2818011.750000 Penalty: 5044.470703
	Iteration 55Q: 3 clusters Score -2818012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2818033.500000 Penalty: 5044.470703
	Iteration 56Q: 3 clusters Score -2818034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2818049.750000 Penalty: 5044.470703
	Iteration 57Q: 3 clusters Score -2818050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2818071.750000 Penalty: 5044.470703
	Iteration 58Q: 3 clusters Score -2818072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2818090.250000 Penalty: 5044.470703
	Iteration 59Q: 3 clusters Score -2818090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2818123.500000 Penalty: 5044.470703
	Iteration 60F: 3 clusters Score -2818124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2818135.250000 Penalty: 5044.470703
	Iteration 61Q: 3 clusters Score -2818135 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2818153.250000 Penalty: 5044.470703
	Iteration 62Q: 3 clusters Score -2818153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2818176.250000 Penalty: 5044.470703
	Iteration 63Q: 3 clusters Score -2818176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2818196.250000 Penalty: 5044.470703
	Iteration 64Q: 3 clusters Score -2818196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2818222.250000 Penalty: 5044.470703
	Iteration 65Q: 3 clusters Score -2818222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2818232.500000 Penalty: 5044.470703
	Iteration 66Q: 3 clusters Score -2818232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2818246.750000 Penalty: 5044.470703
	Iteration 67Q: 3 clusters Score -2818247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2818257.000000 Penalty: 5044.470703
	Iteration 68Q: 3 clusters Score -2818257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2818266.250000 Penalty: 5044.470703
	Iteration 69Q: 3 clusters Score -2818266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2818284.750000 Penalty: 5044.470703
	Iteration 70Q: 3 clusters Score -2818285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2818300.500000 Penalty: 5044.470703
	Iteration 71Q: 3 clusters Score -2818300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2818303.750000 Penalty: 5044.470703
	Iteration 72Q: 3 clusters Score -2818304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2818318.500000 Penalty: 5044.470703
	Iteration 73Q: 3 clusters Score -2818318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2818337.750000 Penalty: 5044.470703
	Iteration 74Q: 3 clusters Score -2818338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2818346.250000 Penalty: 5044.470703
	Iteration 75Q: 3 clusters Score -2818346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2818358.500000 Penalty: 5044.470703
	Iteration 76Q: 3 clusters Score -2818358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2818378.000000 Penalty: 5044.470703
	Iteration 77Q: 3 clusters Score -2818378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2818403.500000 Penalty: 5044.470703
	Iteration 78Q: 3 clusters Score -2818404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2818404.500000 Penalty: 5044.470703
	Iteration 79Q: 3 clusters Score -2818404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2818414.000000 Penalty: 5044.470703
	Iteration 80F: 3 clusters Score -2818414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2818427.000000 Penalty: 5044.470703
	Iteration 81Q: 3 clusters Score -2818427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2818440.000000 Penalty: 5044.470703
	Iteration 82Q: 3 clusters Score -2818440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2818457.750000 Penalty: 5044.470703
	Iteration 83Q: 3 clusters Score -2818458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2818471.750000 Penalty: 5044.470703
	Iteration 84Q: 3 clusters Score -2818472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2818494.500000 Penalty: 5044.470703
	Iteration 85Q: 3 clusters Score -2818494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2818499.250000 Penalty: 5044.470703
	Iteration 86Q: 3 clusters Score -2818499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2818503.250000 Penalty: 5044.470703
	Iteration 87Q: 3 clusters Score -2818503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2818515.000000 Penalty: 5044.470703
	Iteration 88Q: 3 clusters Score -2818515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2818517.250000 Penalty: 5044.470703
	Iteration 89Q: 3 clusters Score -2818517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2818521.500000 Penalty: 5044.470703
	Iteration 90Q: 3 clusters Score -2818522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2818526.500000 Penalty: 5044.470703
	Iteration 91Q: 3 clusters Score -2818526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2818531.250000 Penalty: 5044.470703
	Iteration 92Q: 3 clusters Score -2818531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2818536.750000 Penalty: 5044.470703
	Iteration 93Q: 3 clusters Score -2818537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2818545.000000 Penalty: 5044.470703
	Iteration 94Q: 3 clusters Score -2818545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2818542.750000 Penalty: 5044.470703
	Iteration 95Q: 3 clusters Score -2818543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2818540.250000 Penalty: 5044.470703
	Iteration 96Q: 3 clusters Score -2818540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2818554.250000 Penalty: 5044.470703
	Iteration 97Q: 3 clusters Score -2818554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2818554.000000 Penalty: 5044.470703
	Iteration 98Q: 3 clusters Score -2818554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2818558.250000 Penalty: 5044.470703
	Iteration 99Q: 3 clusters Score -2818558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2818569.250000 Penalty: 5044.470703
	Iteration 100F: 3 clusters Score -2818569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2818571.500000 Penalty: 5044.470703
	Iteration 101Q: 3 clusters Score -2818572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2818576.000000 Penalty: 5044.470703
	Iteration 102Q: 3 clusters Score -2818576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2818588.500000 Penalty: 5044.470703
	Iteration 103Q: 3 clusters Score -2818588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2818591.750000 Penalty: 5044.470703
	Iteration 104Q: 3 clusters Score -2818592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2818598.250000 Penalty: 5044.470703
	Iteration 105Q: 3 clusters Score -2818598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2818603.250000 Penalty: 5044.470703
	Iteration 106Q: 3 clusters Score -2818603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2818615.500000 Penalty: 5044.470703
	Iteration 107Q: 3 clusters Score -2818616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2818624.000000 Penalty: 5044.470703
	Iteration 108Q: 3 clusters Score -2818624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2818630.250000 Penalty: 5044.470703
	Iteration 109Q: 3 clusters Score -2818630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2818639.500000 Penalty: 5044.470703
	Iteration 110Q: 3 clusters Score -2818640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2818648.500000 Penalty: 5044.470703
	Iteration 111Q: 3 clusters Score -2818648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2818654.000000 Penalty: 5044.470703
	Iteration 112Q: 3 clusters Score -2818654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2818659.500000 Penalty: 5044.470703
	Iteration 113Q: 3 clusters Score -2818660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2818662.500000 Penalty: 5044.470703
	Iteration 114Q: 3 clusters Score -2818662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2818668.500000 Penalty: 5044.470703
	Iteration 115Q: 3 clusters Score -2818668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2818667.750000 Penalty: 5044.470703
	Iteration 116Q: 3 clusters Score -2818668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2818675.250000 Penalty: 5044.470703
	Iteration 117Q: 3 clusters Score -2818675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2818678.000000 Penalty: 5044.470703
	Iteration 118Q: 3 clusters Score -2818678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2818683.250000 Penalty: 5044.470703
	Iteration 119Q: 3 clusters Score -2818683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2818687.000000 Penalty: 5044.470703
	Iteration 120F: 3 clusters Score -2818687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2818694.000000 Penalty: 5044.470703
	Iteration 121Q: 3 clusters Score -2818694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2818706.500000 Penalty: 5044.470703
	Iteration 122Q: 3 clusters Score -2818706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2818721.250000 Penalty: 5044.470703
	Iteration 123Q: 3 clusters Score -2818721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2818737.000000 Penalty: 5044.470703
	Iteration 124Q: 3 clusters Score -2818737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2818741.750000 Penalty: 5044.470703
	Iteration 125Q: 3 clusters Score -2818742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2818755.750000 Penalty: 5044.470703
	Iteration 126Q: 3 clusters Score -2818756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2818760.500000 Penalty: 5044.470703
	Iteration 127Q: 3 clusters Score -2818760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2818769.500000 Penalty: 5044.470703
	Iteration 128Q: 3 clusters Score -2818770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2818778.500000 Penalty: 5044.470703
	Iteration 129Q: 3 clusters Score -2818778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2818778.250000 Penalty: 5044.470703
	Iteration 130Q: 3 clusters Score -2818778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2818776.500000 Penalty: 5044.470703
	Iteration 131Q: 3 clusters Score -2818776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2818778.250000 Penalty: 5044.470703
	Iteration 132Q: 3 clusters Score -2818778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2818782.500000 Penalty: 5044.470703
	Iteration 133Q: 3 clusters Score -2818782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2818781.750000 Penalty: 5044.470703
	Iteration 134Q: 3 clusters Score -2818782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2818784.000000 Penalty: 5044.470703
	Iteration 135Q: 3 clusters Score -2818784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2818786.250000 Penalty: 5044.470703
	Iteration 136Q: 3 clusters Score -2818786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2818784.250000 Penalty: 5044.470703
	Iteration 137Q: 3 clusters Score -2818784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2818783.500000 Penalty: 5044.470703
	Iteration 138Q: 3 clusters Score -2818784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2818784.500000 Penalty: 5044.470703
	Iteration 139Q: 3 clusters Score -2818784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2818796.750000 Penalty: 5044.470703
	Iteration 140F: 3 clusters Score -2818797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2818797.250000 Penalty: 5044.470703
	Iteration 141Q: 3 clusters Score -2818797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2818799.000000 Penalty: 5044.470703
	Iteration 142Q: 3 clusters Score -2818799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2818802.000000 Penalty: 5044.470703
	Iteration 143Q: 3 clusters Score -2818802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2818801.500000 Penalty: 5044.470703
	Iteration 144Q: 3 clusters Score -2818802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2818806.000000 Penalty: 5044.470703
	Iteration 145Q: 3 clusters Score -2818806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2818810.750000 Penalty: 5044.470703
	Iteration 146Q: 3 clusters Score -2818811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2818809.750000 Penalty: 5044.470703
	Iteration 147Q: 3 clusters Score -2818810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2818806.750000 Penalty: 5044.470703
	Iteration 148Q: 3 clusters Score -2818807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2818809.750000 Penalty: 5044.470703
	Iteration 149Q: 3 clusters Score -2818810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2818814.000000 Penalty: 5044.470703
	Iteration 150Q: 3 clusters Score -2818814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2818812.250000 Penalty: 5044.470703
	Iteration 151Q: 3 clusters Score -2818812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2818819.500000 Penalty: 5044.470703
	Iteration 152Q: 3 clusters Score -2818820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2818817.000000 Penalty: 5044.470703
	Iteration 153Q: 3 clusters Score -2818817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2818819.500000 Penalty: 5044.470703
	Iteration 154Q: 3 clusters Score -2818820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2818823.000000 Penalty: 5044.470703
	Iteration 155Q: 3 clusters Score -2818823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2818826.250000 Penalty: 5044.470703
	Iteration 156Q: 3 clusters Score -2818826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2818826.250000 Penalty: 5044.470703
	Iteration 157F: 3 clusters Score -2818826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -226375.093750 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -226375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -223621.906250 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -223621.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -224160.765625 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -224160.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -224343.468750 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -224343.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -224458.390625 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -224458.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -224556.421875 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -224556.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -224647.546875 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -224647.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -224740.125000 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -224740.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224817.578125 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -224817.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -224890.671875 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -224890.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -224993.171875 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -224993.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -225115.406250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -225115.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -225272.328125 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -225272.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -225452.625000 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -225452.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -225566.390625 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -225566.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -225610.312500 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -225610.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -225629.375000 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -225629.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -225642.921875 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -225642.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -225656.500000 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -225656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -225665.000000 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -225665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225669.718750 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -225669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -225671.312500 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -225671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225672.406250 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -225672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225672.953125 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -225673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225672.953125 Penalty: 3816.644531
	Iteration 23F: 3 clusters Score -225673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Entering Unmasked Estep 
Score: -7079525.000000 Penalty: 2754.480225
	Iteration 0F: 2 clusters Score -7079525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -7035081.500000 Penalty: 5508.960449
	Iteration 0F: 3 clusters Score -7035082 nChanged 30778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -7052460.000000 Penalty: 5508.960449
	Iteration 1F: 3 clusters Score -7052460 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -7053349.500000 Penalty: 5508.960449
	Iteration 2Q: 3 clusters Score -7053350 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -7054767.000000 Penalty: 5508.960449
	Iteration 3Q: 3 clusters Score -7054767 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -7057019.500000 Penalty: 5508.960449
	Iteration 4F: 3 clusters Score -7057020 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -7060962.000000 Penalty: 5508.960449
	Iteration 5F: 3 clusters Score -7060962 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -7066556.000000 Penalty: 5508.960449
	Iteration 6F: 3 clusters Score -7066556 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -7071933.000000 Penalty: 5508.960449
	Iteration 7F: 3 clusters Score -7071933 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7075208.000000 Penalty: 5508.960449
	Iteration 8Q: 3 clusters Score -7075208 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7076455.000000 Penalty: 5508.960449
	Iteration 9Q: 3 clusters Score -7076455 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7076829.500000 Penalty: 5508.960449
	Iteration 10Q: 3 clusters Score -7076830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7076963.500000 Penalty: 5508.960449
	Iteration 11Q: 3 clusters Score -7076964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7077021.500000 Penalty: 5508.960449
	Iteration 12Q: 3 clusters Score -7077022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7077057.000000 Penalty: 5508.960449
	Iteration 13Q: 3 clusters Score -7077057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7077075.000000 Penalty: 5508.960449
	Iteration 14Q: 3 clusters Score -7077075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7077085.500000 Penalty: 5508.960449
	Iteration 15Q: 3 clusters Score -7077086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7077093.500000 Penalty: 5508.960449
	Iteration 16Q: 3 clusters Score -7077094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7077094.500000 Penalty: 5508.960449
	Iteration 17Q: 3 clusters Score -7077094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7077094.500000 Penalty: 5508.960449
	Iteration 18Q: 3 clusters Score -7077094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7077094.500000 Penalty: 5508.960449
	Iteration 19F: 3 clusters Score -7077094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (340019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340019 members 
Entering Unmasked Estep 
Score: -36161584.000000 Penalty: 3158.715576
	Iteration 0F: 2 clusters Score -3.616158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -35942648.000000 Penalty: 6317.431152
	Iteration 0F: 3 clusters Score -3.594265e+07 nChanged 165074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176564 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -36040132.000000 Penalty: 6317.431152
	Iteration 1F: 3 clusters Score -3.604013e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180318 members 
Mstep: Class 2 contains 159701 members 
Entering Unmasked Estep 
Score: -36041784.000000 Penalty: 6317.431152
	Iteration 2Q: 3 clusters Score -3.604178e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186114 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -36043864.000000 Penalty: 6317.431152
	Iteration 3Q: 3 clusters Score -3.604386e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 145013 members 
Entering Unmasked Estep 
Score: -36046988.000000 Penalty: 6317.431152
	Iteration 4Q: 3 clusters Score -3.604699e+07 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208452 members 
Mstep: Class 2 contains 131567 members 
Entering Unmasked Estep 
Score: -36052732.000000 Penalty: 6317.431152
	Iteration 5Q: 3 clusters Score -3.605273e+07 nChanged 19594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227178 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -36063160.000000 Penalty: 6317.431152
	Iteration 6F: 3 clusters Score -3.606316e+07 nChanged 24375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251013 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -36080168.000000 Penalty: 6317.431152
	Iteration 7F: 3 clusters Score -3.608017e+07 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277250 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -36102620.000000 Penalty: 6317.431152
	Iteration 8F: 3 clusters Score -3.610262e+07 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300363 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -36124476.000000 Penalty: 6317.431152
	Iteration 9F: 3 clusters Score -3.612448e+07 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316545 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -36139988.000000 Penalty: 6317.431152
	Iteration 10Q: 3 clusters Score -3.613999e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326253 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -36148408.000000 Penalty: 6317.431152
	Iteration 11Q: 3 clusters Score -3.614841e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331770 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -36152848.000000 Penalty: 6317.431152
	Iteration 12Q: 3 clusters Score -3.615285e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334876 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -36155240.000000 Penalty: 6317.431152
	Iteration 13Q: 3 clusters Score -3.615524e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336700 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -36156600.000000 Penalty: 6317.431152
	Iteration 14Q: 3 clusters Score -3.61566e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337740 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -36157288.000000 Penalty: 6317.431152
	Iteration 15Q: 3 clusters Score -3.615729e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338335 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -36157744.000000 Penalty: 6317.431152
	Iteration 16Q: 3 clusters Score -3.615774e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338695 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -36157972.000000 Penalty: 6317.431152
	Iteration 17Q: 3 clusters Score -3.615797e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338917 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -36158204.000000 Penalty: 6317.431152
	Iteration 18Q: 3 clusters Score -3.61582e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339049 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -36158336.000000 Penalty: 6317.431152
	Iteration 19Q: 3 clusters Score -3.615834e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -36158400.000000 Penalty: 6317.431152
	Iteration 20F: 3 clusters Score -3.61584e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339198 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -36158408.000000 Penalty: 6317.431152
	Iteration 21Q: 3 clusters Score -3.615841e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339244 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -36158464.000000 Penalty: 6317.431152
	Iteration 22Q: 3 clusters Score -3.615846e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339285 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -36158532.000000 Penalty: 6317.431152
	Iteration 23Q: 3 clusters Score -3.615853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339315 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -36158572.000000 Penalty: 6317.431152
	Iteration 24Q: 3 clusters Score -3.615857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339329 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -36158572.000000 Penalty: 6317.431152
	Iteration 25Q: 3 clusters Score -3.615857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339346 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -36158568.000000 Penalty: 6317.431152
	Iteration 26Q: 3 clusters Score -3.615857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339358 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -36158620.000000 Penalty: 6317.431152
	Iteration 27Q: 3 clusters Score -3.615862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339364 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -36158636.000000 Penalty: 6317.431152
	Iteration 28Q: 3 clusters Score -3.615864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339374 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -36158656.000000 Penalty: 6317.431152
	Iteration 29Q: 3 clusters Score -3.615866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -36158652.000000 Penalty: 6317.431152
	Iteration 30Q: 3 clusters Score -3.615865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339380 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -36158636.000000 Penalty: 6317.431152
	Iteration 31Q: 3 clusters Score -3.615864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339383 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -36158644.000000 Penalty: 6317.431152
	Iteration 32Q: 3 clusters Score -3.615864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339384 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -36158640.000000 Penalty: 6317.431152
	Iteration 33Q: 3 clusters Score -3.615864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339386 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -36158648.000000 Penalty: 6317.431152
	Iteration 34Q: 3 clusters Score -3.615865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339387 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -36158632.000000 Penalty: 6317.431152
	Iteration 35Q: 3 clusters Score -3.615863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339388 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -36158628.000000 Penalty: 6317.431152
	Iteration 36Q: 3 clusters Score -3.615863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339389 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -36158624.000000 Penalty: 6317.431152
	Iteration 37Q: 3 clusters Score -3.615862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339389 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -36158624.000000 Penalty: 6317.431152
	Iteration 38F: 3 clusters Score -3.615862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (210657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210657 members 
Entering Unmasked Estep 
Score: -22422002.000000 Penalty: 3039.980469
	Iteration 0F: 2 clusters Score -2.2422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -22282448.000000 Penalty: 6079.960938
	Iteration 0F: 3 clusters Score -2.228245e+07 nChanged 101421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -22342588.000000 Penalty: 6079.960938
	Iteration 1F: 3 clusters Score -2.234259e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -22344098.000000 Penalty: 6079.960938
	Iteration 2Q: 3 clusters Score -2.23441e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -22345964.000000 Penalty: 6079.960938
	Iteration 3Q: 3 clusters Score -2.234596e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -22348614.000000 Penalty: 6079.960938
	Iteration 4Q: 3 clusters Score -2.234861e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121724 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -22352552.000000 Penalty: 6079.960938
	Iteration 5Q: 3 clusters Score -2.235255e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -22359094.000000 Penalty: 6079.960938
	Iteration 6F: 3 clusters Score -2.235909e+07 nChanged 14233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140197 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -22368184.000000 Penalty: 6079.960938
	Iteration 7F: 3 clusters Score -2.236818e+07 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152973 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -22380266.000000 Penalty: 6079.960938
	Iteration 8F: 3 clusters Score -2.238027e+07 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165952 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -22392558.000000 Penalty: 6079.960938
	Iteration 9F: 3 clusters Score -2.239256e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -22402752.000000 Penalty: 6079.960938
	Iteration 10F: 3 clusters Score -2.240275e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183717 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -22409486.000000 Penalty: 6079.960938
	Iteration 11Q: 3 clusters Score -2.240949e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188219 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -22413374.000000 Penalty: 6079.960938
	Iteration 12Q: 3 clusters Score -2.241337e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -22415274.000000 Penalty: 6079.960938
	Iteration 13Q: 3 clusters Score -2.241527e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193534 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -22416606.000000 Penalty: 6079.960938
	Iteration 14Q: 3 clusters Score -2.241661e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195365 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -22417700.000000 Penalty: 6079.960938
	Iteration 15Q: 3 clusters Score -2.24177e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -22418358.000000 Penalty: 6079.960938
	Iteration 16Q: 3 clusters Score -2.241836e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198085 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -22418830.000000 Penalty: 6079.960938
	Iteration 17Q: 3 clusters Score -2.241883e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199099 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -22419216.000000 Penalty: 6079.960938
	Iteration 18Q: 3 clusters Score -2.241922e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199966 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -22419598.000000 Penalty: 6079.960938
	Iteration 19Q: 3 clusters Score -2.24196e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200696 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -22419932.000000 Penalty: 6079.960938
	Iteration 20F: 3 clusters Score -2.241993e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201329 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -22420044.000000 Penalty: 6079.960938
	Iteration 21Q: 3 clusters Score -2.242004e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201900 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -22420172.000000 Penalty: 6079.960938
	Iteration 22Q: 3 clusters Score -2.242017e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -22420280.000000 Penalty: 6079.960938
	Iteration 23Q: 3 clusters Score -2.242028e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202848 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -22420302.000000 Penalty: 6079.960938
	Iteration 24Q: 3 clusters Score -2.24203e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203255 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -22420266.000000 Penalty: 6079.960938
	Iteration 25Q: 3 clusters Score -2.242027e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203613 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -22420394.000000 Penalty: 6079.960938
	Iteration 26Q: 3 clusters Score -2.242039e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203936 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -22420440.000000 Penalty: 6079.960938
	Iteration 27Q: 3 clusters Score -2.242044e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204222 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -22420462.000000 Penalty: 6079.960938
	Iteration 28Q: 3 clusters Score -2.242046e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204484 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -22420548.000000 Penalty: 6079.960938
	Iteration 29Q: 3 clusters Score -2.242055e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204689 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -22420640.000000 Penalty: 6079.960938
	Iteration 30Q: 3 clusters Score -2.242064e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204868 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -22420658.000000 Penalty: 6079.960938
	Iteration 31Q: 3 clusters Score -2.242066e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205011 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -22420684.000000 Penalty: 6079.960938
	Iteration 32Q: 3 clusters Score -2.242068e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205132 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -22420706.000000 Penalty: 6079.960938
	Iteration 33Q: 3 clusters Score -2.242071e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205235 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -22420686.000000 Penalty: 6079.960938
	Iteration 34Q: 3 clusters Score -2.242069e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205348 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -22420714.000000 Penalty: 6079.960938
	Iteration 35Q: 3 clusters Score -2.242071e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205441 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -22420750.000000 Penalty: 6079.960938
	Iteration 36Q: 3 clusters Score -2.242075e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205526 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -22420770.000000 Penalty: 6079.960938
	Iteration 37Q: 3 clusters Score -2.242077e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205607 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -22420766.000000 Penalty: 6079.960938
	Iteration 38Q: 3 clusters Score -2.242077e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205681 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22420746.000000 Penalty: 6079.960938
	Iteration 39Q: 3 clusters Score -2.242075e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205743 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -22420770.000000 Penalty: 6079.960938
	Iteration 40F: 3 clusters Score -2.242077e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205798 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -22420816.000000 Penalty: 6079.960938
	Iteration 41Q: 3 clusters Score -2.242082e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205843 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -22420800.000000 Penalty: 6079.960938
	Iteration 42Q: 3 clusters Score -2.24208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205884 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -22420832.000000 Penalty: 6079.960938
	Iteration 43Q: 3 clusters Score -2.242083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205915 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -22420830.000000 Penalty: 6079.960938
	Iteration 44Q: 3 clusters Score -2.242083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205946 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22420832.000000 Penalty: 6079.960938
	Iteration 45Q: 3 clusters Score -2.242083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205970 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -22420828.000000 Penalty: 6079.960938
	Iteration 46Q: 3 clusters Score -2.242083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205995 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -22420848.000000 Penalty: 6079.960938
	Iteration 47Q: 3 clusters Score -2.242085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -22420862.000000 Penalty: 6079.960938
	Iteration 48Q: 3 clusters Score -2.242086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206049 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -22420876.000000 Penalty: 6079.960938
	Iteration 49Q: 3 clusters Score -2.242088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206070 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22420882.000000 Penalty: 6079.960938
	Iteration 50Q: 3 clusters Score -2.242088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206098 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -22420868.000000 Penalty: 6079.960938
	Iteration 51Q: 3 clusters Score -2.242087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206122 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -22420826.000000 Penalty: 6079.960938
	Iteration 52Q: 3 clusters Score -2.242083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206151 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -22420830.000000 Penalty: 6079.960938
	Iteration 53Q: 3 clusters Score -2.242083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206176 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -22420826.000000 Penalty: 6079.960938
	Iteration 54Q: 3 clusters Score -2.242083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206194 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -22420840.000000 Penalty: 6079.960938
	Iteration 55Q: 3 clusters Score -2.242084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206209 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -22420844.000000 Penalty: 6079.960938
	Iteration 56Q: 3 clusters Score -2.242084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206219 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -22420854.000000 Penalty: 6079.960938
	Iteration 57Q: 3 clusters Score -2.242085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206227 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -22420874.000000 Penalty: 6079.960938
	Iteration 58Q: 3 clusters Score -2.242087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206236 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -22420862.000000 Penalty: 6079.960938
	Iteration 59Q: 3 clusters Score -2.242086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206244 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -22420850.000000 Penalty: 6079.960938
	Iteration 60F: 3 clusters Score -2.242085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206251 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -22420854.000000 Penalty: 6079.960938
	Iteration 61Q: 3 clusters Score -2.242085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206258 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -22420830.000000 Penalty: 6079.960938
	Iteration 62Q: 3 clusters Score -2.242083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206265 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -22420830.000000 Penalty: 6079.960938
	Iteration 63Q: 3 clusters Score -2.242083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206274 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -22420836.000000 Penalty: 6079.960938
	Iteration 64Q: 3 clusters Score -2.242084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206279 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -22420840.000000 Penalty: 6079.960938
	Iteration 65Q: 3 clusters Score -2.242084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206281 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -22420846.000000 Penalty: 6079.960938
	Iteration 66Q: 3 clusters Score -2.242085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -22420834.000000 Penalty: 6079.960938
	Iteration 67Q: 3 clusters Score -2.242083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -22420834.000000 Penalty: 6079.960938
	Iteration 68F: 3 clusters Score -2.242083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43462.562500 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43462.56 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 241 members 
Entering Unmasked Estep 
Score: -42005.640625 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42005.64 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42177.640625 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42177.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42228.113281 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42228.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42241.667969 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42241.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42245.507812 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42245.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42245.507812 Penalty: 3048.579346
	Iteration 5F: 3 clusters Score -42245.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -66038.476562 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -66038.48 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 343 members 
Entering Unmasked Estep 
Score: -64356.835938 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -64356.84 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64615.613281 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -64615.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64721.296875 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -64721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64756.308594 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -64756.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64787.601562 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -64787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64807.593750 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -64807.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64826.191406 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -64826.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64831.753906 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -64831.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64837.496094 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -64837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64842.953125 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -64842.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64853.898438 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -64853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64860.523438 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -64860.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64860.523438 Penalty: 3249.335693
	Iteration 12F: 3 clusters Score -64860.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Entering Unmasked Estep 
Score: -3007318.000000 Penalty: 2564.031006
	Iteration 0F: 2 clusters Score -3007318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2986221.750000 Penalty: 5128.062012
	Iteration 0F: 3 clusters Score -2986222 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2994143.000000 Penalty: 5128.062012
	Iteration 1F: 3 clusters Score -2994143 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2994772.750000 Penalty: 5128.062012
	Iteration 2F: 3 clusters Score -2994773 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2995345.250000 Penalty: 5128.062012
	Iteration 3Q: 3 clusters Score -2995345 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2995898.750000 Penalty: 5128.062012
	Iteration 4Q: 3 clusters Score -2995899 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2996369.000000 Penalty: 5128.062012
	Iteration 5Q: 3 clusters Score -2996369 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2996824.250000 Penalty: 5128.062012
	Iteration 6Q: 3 clusters Score -2996824 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2997371.500000 Penalty: 5128.062012
	Iteration 7Q: 3 clusters Score -2997372 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2998085.000000 Penalty: 5128.062012
	Iteration 8Q: 3 clusters Score -2998085 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2998820.500000 Penalty: 5128.062012
	Iteration 9Q: 3 clusters Score -2998820 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2999442.500000 Penalty: 5128.062012
	Iteration 10Q: 3 clusters Score -2999442 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2999957.000000 Penalty: 5128.062012
	Iteration 11Q: 3 clusters Score -2999957 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3000413.000000 Penalty: 5128.062012
	Iteration 12Q: 3 clusters Score -3000413 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3000863.000000 Penalty: 5128.062012
	Iteration 13Q: 3 clusters Score -3000863 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3001274.000000 Penalty: 5128.062012
	Iteration 14Q: 3 clusters Score -3001274 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3001608.250000 Penalty: 5128.062012
	Iteration 15Q: 3 clusters Score -3001608 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3001881.500000 Penalty: 5128.062012
	Iteration 16Q: 3 clusters Score -3001882 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3002111.000000 Penalty: 5128.062012
	Iteration 17Q: 3 clusters Score -3002111 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3002313.500000 Penalty: 5128.062012
	Iteration 18Q: 3 clusters Score -3002314 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3002513.750000 Penalty: 5128.062012
	Iteration 19Q: 3 clusters Score -3002514 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3002696.500000 Penalty: 5128.062012
	Iteration 20F: 3 clusters Score -3002696 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3002883.500000 Penalty: 5128.062012
	Iteration 21Q: 3 clusters Score -3002884 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3003085.500000 Penalty: 5128.062012
	Iteration 22Q: 3 clusters Score -3003086 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3003275.000000 Penalty: 5128.062012
	Iteration 23Q: 3 clusters Score -3003275 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3003465.250000 Penalty: 5128.062012
	Iteration 24Q: 3 clusters Score -3003465 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3003651.750000 Penalty: 5128.062012
	Iteration 25Q: 3 clusters Score -3003652 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3003811.000000 Penalty: 5128.062012
	Iteration 26Q: 3 clusters Score -3003811 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3003976.250000 Penalty: 5128.062012
	Iteration 27Q: 3 clusters Score -3003976 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3004133.250000 Penalty: 5128.062012
	Iteration 28Q: 3 clusters Score -3004133 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3004254.000000 Penalty: 5128.062012
	Iteration 29Q: 3 clusters Score -3004254 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3004412.250000 Penalty: 5128.062012
	Iteration 30Q: 3 clusters Score -3004412 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3004521.750000 Penalty: 5128.062012
	Iteration 31Q: 3 clusters Score -3004522 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3004622.750000 Penalty: 5128.062012
	Iteration 32Q: 3 clusters Score -3004623 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3004750.000000 Penalty: 5128.062012
	Iteration 33Q: 3 clusters Score -3004750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3004860.250000 Penalty: 5128.062012
	Iteration 34Q: 3 clusters Score -3004860 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3004943.500000 Penalty: 5128.062012
	Iteration 35Q: 3 clusters Score -3004944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3005021.000000 Penalty: 5128.062012
	Iteration 36Q: 3 clusters Score -3005021 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3005141.750000 Penalty: 5128.062012
	Iteration 37Q: 3 clusters Score -3005142 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3005252.500000 Penalty: 5128.062012
	Iteration 38Q: 3 clusters Score -3005252 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3005322.500000 Penalty: 5128.062012
	Iteration 39Q: 3 clusters Score -3005322 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3005390.500000 Penalty: 5128.062012
	Iteration 40F: 3 clusters Score -3005390 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3005463.750000 Penalty: 5128.062012
	Iteration 41Q: 3 clusters Score -3005464 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3005530.250000 Penalty: 5128.062012
	Iteration 42Q: 3 clusters Score -3005530 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3005581.000000 Penalty: 5128.062012
	Iteration 43Q: 3 clusters Score -3005581 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3005637.750000 Penalty: 5128.062012
	Iteration 44Q: 3 clusters Score -3005638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3005694.250000 Penalty: 5128.062012
	Iteration 45Q: 3 clusters Score -3005694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3005744.250000 Penalty: 5128.062012
	Iteration 46Q: 3 clusters Score -3005744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3005784.250000 Penalty: 5128.062012
	Iteration 47Q: 3 clusters Score -3005784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3005836.000000 Penalty: 5128.062012
	Iteration 48Q: 3 clusters Score -3005836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3005879.250000 Penalty: 5128.062012
	Iteration 49Q: 3 clusters Score -3005879 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3005911.000000 Penalty: 5128.062012
	Iteration 50Q: 3 clusters Score -3005911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3005938.500000 Penalty: 5128.062012
	Iteration 51Q: 3 clusters Score -3005938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3005965.500000 Penalty: 5128.062012
	Iteration 52Q: 3 clusters Score -3005966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3005987.500000 Penalty: 5128.062012
	Iteration 53Q: 3 clusters Score -3005988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3006010.000000 Penalty: 5128.062012
	Iteration 54Q: 3 clusters Score -3006010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3006038.250000 Penalty: 5128.062012
	Iteration 55Q: 3 clusters Score -3006038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3006047.250000 Penalty: 5128.062012
	Iteration 56Q: 3 clusters Score -3006047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3006056.000000 Penalty: 5128.062012
	Iteration 57Q: 3 clusters Score -3006056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3006058.500000 Penalty: 5128.062012
	Iteration 58Q: 3 clusters Score -3006058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3006061.250000 Penalty: 5128.062012
	Iteration 59Q: 3 clusters Score -3006061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3006069.250000 Penalty: 5128.062012
	Iteration 60F: 3 clusters Score -3006069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3006064.750000 Penalty: 5128.062012
	Iteration 61Q: 3 clusters Score -3006065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3006067.750000 Penalty: 5128.062012
	Iteration 62Q: 3 clusters Score -3006068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3006080.500000 Penalty: 5128.062012
	Iteration 63Q: 3 clusters Score -3006080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3006083.250000 Penalty: 5128.062012
	Iteration 64Q: 3 clusters Score -3006083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3006086.750000 Penalty: 5128.062012
	Iteration 65Q: 3 clusters Score -3006087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3006091.750000 Penalty: 5128.062012
	Iteration 66Q: 3 clusters Score -3006092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3006104.250000 Penalty: 5128.062012
	Iteration 67Q: 3 clusters Score -3006104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3006108.500000 Penalty: 5128.062012
	Iteration 68Q: 3 clusters Score -3006108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3006111.250000 Penalty: 5128.062012
	Iteration 69Q: 3 clusters Score -3006111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3006120.500000 Penalty: 5128.062012
	Iteration 70Q: 3 clusters Score -3006120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3006117.500000 Penalty: 5128.062012
	Iteration 71Q: 3 clusters Score -3006118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3006127.250000 Penalty: 5128.062012
	Iteration 72Q: 3 clusters Score -3006127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3006134.250000 Penalty: 5128.062012
	Iteration 73Q: 3 clusters Score -3006134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3006149.250000 Penalty: 5128.062012
	Iteration 74Q: 3 clusters Score -3006149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3006155.750000 Penalty: 5128.062012
	Iteration 75Q: 3 clusters Score -3006156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3006174.000000 Penalty: 5128.062012
	Iteration 76Q: 3 clusters Score -3006174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3006200.500000 Penalty: 5128.062012
	Iteration 77Q: 3 clusters Score -3006200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3006205.250000 Penalty: 5128.062012
	Iteration 78Q: 3 clusters Score -3006205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3006209.250000 Penalty: 5128.062012
	Iteration 79Q: 3 clusters Score -3006209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3006226.500000 Penalty: 5128.062012
	Iteration 80F: 3 clusters Score -3006226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3006237.250000 Penalty: 5128.062012
	Iteration 81Q: 3 clusters Score -3006237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3006239.750000 Penalty: 5128.062012
	Iteration 82Q: 3 clusters Score -3006240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3006249.000000 Penalty: 5128.062012
	Iteration 83Q: 3 clusters Score -3006249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3006257.250000 Penalty: 5128.062012
	Iteration 84Q: 3 clusters Score -3006257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3006266.250000 Penalty: 5128.062012
	Iteration 85Q: 3 clusters Score -3006266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3006263.750000 Penalty: 5128.062012
	Iteration 86Q: 3 clusters Score -3006264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3006278.250000 Penalty: 5128.062012
	Iteration 87Q: 3 clusters Score -3006278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3006282.250000 Penalty: 5128.062012
	Iteration 88Q: 3 clusters Score -3006282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3006288.000000 Penalty: 5128.062012
	Iteration 89Q: 3 clusters Score -3006288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3006292.750000 Penalty: 5128.062012
	Iteration 90Q: 3 clusters Score -3006293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3006294.500000 Penalty: 5128.062012
	Iteration 91Q: 3 clusters Score -3006294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3006296.750000 Penalty: 5128.062012
	Iteration 92Q: 3 clusters Score -3006297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3006296.750000 Penalty: 5128.062012
	Iteration 93F: 3 clusters Score -3006297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Entering Unmasked Estep 
Score: -11626013.000000 Penalty: 2875.526367
	Iteration 0F: 2 clusters Score -1.162601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -11553200.000000 Penalty: 5751.052734
	Iteration 0F: 3 clusters Score -1.15532e+07 nChanged 51534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -11582352.000000 Penalty: 5751.052734
	Iteration 1F: 3 clusters Score -1.158235e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -11583173.000000 Penalty: 5751.052734
	Iteration 2Q: 3 clusters Score -1.158317e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -11584079.000000 Penalty: 5751.052734
	Iteration 3Q: 3 clusters Score -1.158408e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -11585376.000000 Penalty: 5751.052734
	Iteration 4Q: 3 clusters Score -1.158538e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -11587695.000000 Penalty: 5751.052734
	Iteration 5Q: 3 clusters Score -1.15877e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -11591806.000000 Penalty: 5751.052734
	Iteration 6F: 3 clusters Score -1.159181e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -11598915.000000 Penalty: 5751.052734
	Iteration 7F: 3 clusters Score -1.159892e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -11608150.000000 Penalty: 5751.052734
	Iteration 8F: 3 clusters Score -1.160815e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -11616390.000000 Penalty: 5751.052734
	Iteration 9F: 3 clusters Score -1.161639e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -11620932.000000 Penalty: 5751.052734
	Iteration 10Q: 3 clusters Score -1.162093e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -11622563.000000 Penalty: 5751.052734
	Iteration 11Q: 3 clusters Score -1.162256e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -11623038.000000 Penalty: 5751.052734
	Iteration 12Q: 3 clusters Score -1.162304e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -11623256.000000 Penalty: 5751.052734
	Iteration 13Q: 3 clusters Score -1.162326e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -11623365.000000 Penalty: 5751.052734
	Iteration 14Q: 3 clusters Score -1.162336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -11623407.000000 Penalty: 5751.052734
	Iteration 15Q: 3 clusters Score -1.162341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -11623428.000000 Penalty: 5751.052734
	Iteration 16Q: 3 clusters Score -1.162343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -11623433.000000 Penalty: 5751.052734
	Iteration 17Q: 3 clusters Score -1.162343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -11623456.000000 Penalty: 5751.052734
	Iteration 18Q: 3 clusters Score -1.162346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -11623464.000000 Penalty: 5751.052734
	Iteration 19Q: 3 clusters Score -1.162346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -11623468.000000 Penalty: 5751.052734
	Iteration 20F: 3 clusters Score -1.162347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -11623480.000000 Penalty: 5751.052734
	Iteration 21Q: 3 clusters Score -1.162348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -11623476.000000 Penalty: 5751.052734
	Iteration 22Q: 3 clusters Score -1.162348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -11623490.000000 Penalty: 5751.052734
	Iteration 23Q: 3 clusters Score -1.162349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -11623489.000000 Penalty: 5751.052734
	Iteration 24Q: 3 clusters Score -1.162349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -11623495.000000 Penalty: 5751.052734
	Iteration 25Q: 3 clusters Score -1.16235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -11623502.000000 Penalty: 5751.052734
	Iteration 26Q: 3 clusters Score -1.16235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -11623509.000000 Penalty: 5751.052734
	Iteration 27Q: 3 clusters Score -1.162351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -11623505.000000 Penalty: 5751.052734
	Iteration 28Q: 3 clusters Score -1.16235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 108274 members 
Entering Unmasked Estep 
Score: -11623510.000000 Penalty: 5751.052734
	Iteration 29Q: 3 clusters Score -1.162351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -11623512.000000 Penalty: 5751.052734
	Iteration 30Q: 3 clusters Score -1.162351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -11623513.000000 Penalty: 5751.052734
	Iteration 31Q: 3 clusters Score -1.162351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -11623511.000000 Penalty: 5751.052734
	Iteration 32Q: 3 clusters Score -1.162351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -11623508.000000 Penalty: 5751.052734
	Iteration 33Q: 3 clusters Score -1.162351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -11623508.000000 Penalty: 5751.052734
	Iteration 34F: 3 clusters Score -1.162351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -111498.671875 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -111498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -109467.445312 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -109467.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109923.789062 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -109923.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110078.890625 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -110078.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110151.304688 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -110151.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110195.718750 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -110195.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110216.000000 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -110216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110232.476562 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -110232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110246.500000 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -110246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110253.945312 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -110253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110263.882812 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -110263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110271.429688 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -110271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -110274.640625 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -110274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110276.757812 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -110276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110282.843750 Penalty: 3503.271973
	Iteration 13Q: 3 clusters Score -110282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110287.507812 Penalty: 3503.271973
	Iteration 14Q: 3 clusters Score -110287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110294.843750 Penalty: 3503.271973
	Iteration 15Q: 3 clusters Score -110294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110295.320312 Penalty: 3503.271973
	Iteration 16Q: 3 clusters Score -110295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110296.171875 Penalty: 3503.271973
	Iteration 17Q: 3 clusters Score -110296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110296.171875 Penalty: 3503.271973
	Iteration 18F: 3 clusters Score -110296.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -358716.250000 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -358716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -355036.937500 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -355036.9 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -355971.593750 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -355971.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -356341.468750 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -356341.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -356687.625000 Penalty: 4061.727539
	Iteration 3F: 3 clusters Score -356687.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -356972.531250 Penalty: 4061.727539
	Iteration 4F: 3 clusters Score -356972.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -357208.562500 Penalty: 4061.727539
	Iteration 5F: 3 clusters Score -357208.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -357407.562500 Penalty: 4061.727539
	Iteration 6F: 3 clusters Score -357407.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -357543.031250 Penalty: 4061.727539
	Iteration 7Q: 3 clusters Score -357543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -357633.156250 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -357633.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -357690.250000 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -357690.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -357727.093750 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -357727.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -357746.968750 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -357747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -357762.375000 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -357762.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -357778.781250 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -357778.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -357790.968750 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -357791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -357804.406250 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -357804.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -357812.875000 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -357812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -357819.437500 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -357819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -357828.281250 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -357828.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -357835.875000 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -357835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -357843.343750 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -357843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -357849.750000 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -357849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -357859.187500 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -357859.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -357863.937500 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -357863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -357871.156250 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -357871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -357873.843750 Penalty: 4061.727539
	Iteration 25Q: 3 clusters Score -357873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -357875.656250 Penalty: 4061.727539
	Iteration 26Q: 3 clusters Score -357875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -357877.906250 Penalty: 4061.727539
	Iteration 27Q: 3 clusters Score -357877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -357882.531250 Penalty: 4061.727539
	Iteration 28Q: 3 clusters Score -357882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -357885.562500 Penalty: 4061.727539
	Iteration 29Q: 3 clusters Score -357885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -357889.625000 Penalty: 4061.727539
	Iteration 30Q: 3 clusters Score -357889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -357897.656250 Penalty: 4061.727539
	Iteration 31Q: 3 clusters Score -357897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -357902.125000 Penalty: 4061.727539
	Iteration 32Q: 3 clusters Score -357902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -357903.562500 Penalty: 4061.727539
	Iteration 33Q: 3 clusters Score -357903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -357905.343750 Penalty: 4061.727539
	Iteration 34Q: 3 clusters Score -357905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -357908.906250 Penalty: 4061.727539
	Iteration 35Q: 3 clusters Score -357908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -357910.906250 Penalty: 4061.727539
	Iteration 36Q: 3 clusters Score -357910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -357912.968750 Penalty: 4061.727539
	Iteration 37Q: 3 clusters Score -357913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -357915.500000 Penalty: 4061.727539
	Iteration 38Q: 3 clusters Score -357915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -357918.437500 Penalty: 4061.727539
	Iteration 39Q: 3 clusters Score -357918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -357923.375000 Penalty: 4061.727539
	Iteration 40F: 3 clusters Score -357923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -357926.468750 Penalty: 4061.727539
	Iteration 41Q: 3 clusters Score -357926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -357929.593750 Penalty: 4061.727539
	Iteration 42Q: 3 clusters Score -357929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -357931.000000 Penalty: 4061.727539
	Iteration 43Q: 3 clusters Score -357931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -357930.750000 Penalty: 4061.727539
	Iteration 44Q: 3 clusters Score -357930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -357932.343750 Penalty: 4061.727539
	Iteration 45Q: 3 clusters Score -357932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -357932.625000 Penalty: 4061.727539
	Iteration 46Q: 3 clusters Score -357932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -357935.812500 Penalty: 4061.727539
	Iteration 47Q: 3 clusters Score -357935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -357936.625000 Penalty: 4061.727539
	Iteration 48Q: 3 clusters Score -357936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -357937.750000 Penalty: 4061.727539
	Iteration 49Q: 3 clusters Score -357937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -357938.625000 Penalty: 4061.727539
	Iteration 50Q: 3 clusters Score -357938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -357939.125000 Penalty: 4061.727539
	Iteration 51Q: 3 clusters Score -357939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -357939.125000 Penalty: 4061.727539
	Iteration 52F: 3 clusters Score -357939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Entering Unmasked Estep 
Score: -8213469.500000 Penalty: 2800.543945
	Iteration 0F: 2 clusters Score -8213470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -8159932.500000 Penalty: 5601.087891
	Iteration 0F: 3 clusters Score -8159932 nChanged 37546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -8180770.000000 Penalty: 5601.087891
	Iteration 1F: 3 clusters Score -8180770 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8181413.500000 Penalty: 5601.087891
	Iteration 2Q: 3 clusters Score -8181414 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8182044.500000 Penalty: 5601.087891
	Iteration 3Q: 3 clusters Score -8182044 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8182897.000000 Penalty: 5601.087891
	Iteration 4Q: 3 clusters Score -8182897 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8184184.500000 Penalty: 5601.087891
	Iteration 5Q: 3 clusters Score -8184184 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -8186300.000000 Penalty: 5601.087891
	Iteration 6Q: 3 clusters Score -8186300 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -8189738.000000 Penalty: 5601.087891
	Iteration 7F: 3 clusters Score -8189738 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -8194956.500000 Penalty: 5601.087891
	Iteration 8F: 3 clusters Score -8194956 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -8200874.000000 Penalty: 5601.087891
	Iteration 9F: 3 clusters Score -8200874 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -8205796.000000 Penalty: 5601.087891
	Iteration 10F: 3 clusters Score -8205796 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -8208646.500000 Penalty: 5601.087891
	Iteration 11Q: 3 clusters Score -8208646 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -8209904.500000 Penalty: 5601.087891
	Iteration 12Q: 3 clusters Score -8209904 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -8210481.500000 Penalty: 5601.087891
	Iteration 13Q: 3 clusters Score -8210482 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -8210763.000000 Penalty: 5601.087891
	Iteration 14Q: 3 clusters Score -8210763 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -8210892.500000 Penalty: 5601.087891
	Iteration 15Q: 3 clusters Score -8210892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -8210966.500000 Penalty: 5601.087891
	Iteration 16Q: 3 clusters Score -8210966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -8211003.500000 Penalty: 5601.087891
	Iteration 17Q: 3 clusters Score -8211004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -8211017.500000 Penalty: 5601.087891
	Iteration 18Q: 3 clusters Score -8211018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -8211041.500000 Penalty: 5601.087891
	Iteration 19Q: 3 clusters Score -8211042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -8211058.000000 Penalty: 5601.087891
	Iteration 20F: 3 clusters Score -8211058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -8211060.000000 Penalty: 5601.087891
	Iteration 21Q: 3 clusters Score -8211060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -8211074.000000 Penalty: 5601.087891
	Iteration 22Q: 3 clusters Score -8211074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -8211084.500000 Penalty: 5601.087891
	Iteration 23Q: 3 clusters Score -8211084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -8211094.000000 Penalty: 5601.087891
	Iteration 24Q: 3 clusters Score -8211094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -8211097.500000 Penalty: 5601.087891
	Iteration 25Q: 3 clusters Score -8211098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -8211097.500000 Penalty: 5601.087891
	Iteration 26Q: 3 clusters Score -8211098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -8211100.500000 Penalty: 5601.087891
	Iteration 27Q: 3 clusters Score -8211100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -8211110.000000 Penalty: 5601.087891
	Iteration 28Q: 3 clusters Score -8211110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -8211114.000000 Penalty: 5601.087891
	Iteration 29Q: 3 clusters Score -8211114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -8211120.500000 Penalty: 5601.087891
	Iteration 30Q: 3 clusters Score -8211120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -8211135.500000 Penalty: 5601.087891
	Iteration 31Q: 3 clusters Score -8211136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -8211134.500000 Penalty: 5601.087891
	Iteration 32Q: 3 clusters Score -8211134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -8211132.000000 Penalty: 5601.087891
	Iteration 33Q: 3 clusters Score -8211132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -8211135.500000 Penalty: 5601.087891
	Iteration 34Q: 3 clusters Score -8211136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -8211137.000000 Penalty: 5601.087891
	Iteration 35Q: 3 clusters Score -8211137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -8211131.500000 Penalty: 5601.087891
	Iteration 36Q: 3 clusters Score -8211132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -8211135.500000 Penalty: 5601.087891
	Iteration 37Q: 3 clusters Score -8211136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -8211135.500000 Penalty: 5601.087891
	Iteration 38F: 3 clusters Score -8211136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -34868.691406 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -34868.69 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 224 members 
Entering Unmasked Estep 
Score: -33434.507812 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -33434.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33642.136719 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -33642.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33749.863281 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -33749.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33821.808594 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -33821.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33881.730469 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -33881.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33926.167969 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -33926.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33986.140625 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -33986.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34053.937500 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -34053.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34093.250000 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -34093.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34121.828125 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -34121.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34150.589844 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -34150.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34206.921875 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -34206.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34244.410156 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -34244.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34260.328125 Penalty: 2998.322754
	Iteration 13Q: 3 clusters Score -34260.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34288.542969 Penalty: 2998.322754
	Iteration 14Q: 3 clusters Score -34288.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34308.199219 Penalty: 2998.322754
	Iteration 15Q: 3 clusters Score -34308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34311.382812 Penalty: 2998.322754
	Iteration 16Q: 3 clusters Score -34311.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34314.941406 Penalty: 2998.322754
	Iteration 17Q: 3 clusters Score -34314.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34321.292969 Penalty: 2998.322754
	Iteration 18Q: 3 clusters Score -34321.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34322.132812 Penalty: 2998.322754
	Iteration 19Q: 3 clusters Score -34322.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34327.375000 Penalty: 2998.322754
	Iteration 20F: 3 clusters Score -34327.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34332.304688 Penalty: 2998.322754
	Iteration 21Q: 3 clusters Score -34332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34338.589844 Penalty: 2998.322754
	Iteration 22Q: 3 clusters Score -34338.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34340.074219 Penalty: 2998.322754
	Iteration 23Q: 3 clusters Score -34340.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34345.546875 Penalty: 2998.322754
	Iteration 24Q: 3 clusters Score -34345.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34349.355469 Penalty: 2998.322754
	Iteration 25Q: 3 clusters Score -34349.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34349.355469 Penalty: 2998.322754
	Iteration 26F: 3 clusters Score -34349.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -298506.281250 Penalty: 2015.962402
	Iteration 0F: 2 clusters Score -298506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -294969.718750 Penalty: 4031.924805
	Iteration 0F: 3 clusters Score -294969.7 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -295720.500000 Penalty: 4031.924805
	Iteration 1F: 3 clusters Score -295720.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -295892.312500 Penalty: 4031.924805
	Iteration 2F: 3 clusters Score -295892.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -296009.656250 Penalty: 4031.924805
	Iteration 3Q: 3 clusters Score -296009.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -296080.937500 Penalty: 4031.924805
	Iteration 4Q: 3 clusters Score -296080.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -296133.250000 Penalty: 4031.924805
	Iteration 5Q: 3 clusters Score -296133.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -296169.375000 Penalty: 4031.924805
	Iteration 6Q: 3 clusters Score -296169.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -296207.718750 Penalty: 4031.924805
	Iteration 7Q: 3 clusters Score -296207.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -296228.468750 Penalty: 4031.924805
	Iteration 8Q: 3 clusters Score -296228.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -296243.281250 Penalty: 4031.924805
	Iteration 9Q: 3 clusters Score -296243.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -296258.156250 Penalty: 4031.924805
	Iteration 10Q: 3 clusters Score -296258.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -296271.781250 Penalty: 4031.924805
	Iteration 11Q: 3 clusters Score -296271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -296281.093750 Penalty: 4031.924805
	Iteration 12Q: 3 clusters Score -296281.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -296284.718750 Penalty: 4031.924805
	Iteration 13Q: 3 clusters Score -296284.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296287.937500 Penalty: 4031.924805
	Iteration 14Q: 3 clusters Score -296287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -296290.281250 Penalty: 4031.924805
	Iteration 15Q: 3 clusters Score -296290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -296292.906250 Penalty: 4031.924805
	Iteration 16Q: 3 clusters Score -296292.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -296294.875000 Penalty: 4031.924805
	Iteration 17Q: 3 clusters Score -296294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -296297.031250 Penalty: 4031.924805
	Iteration 18Q: 3 clusters Score -296297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -296300.875000 Penalty: 4031.924805
	Iteration 19Q: 3 clusters Score -296300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -296304.593750 Penalty: 4031.924805
	Iteration 20F: 3 clusters Score -296304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -296307.531250 Penalty: 4031.924805
	Iteration 21Q: 3 clusters Score -296307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -296311.531250 Penalty: 4031.924805
	Iteration 22Q: 3 clusters Score -296311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -296315.281250 Penalty: 4031.924805
	Iteration 23Q: 3 clusters Score -296315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -296317.062500 Penalty: 4031.924805
	Iteration 24Q: 3 clusters Score -296317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -296319.000000 Penalty: 4031.924805
	Iteration 25Q: 3 clusters Score -296319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -296321.656250 Penalty: 4031.924805
	Iteration 26Q: 3 clusters Score -296321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -296323.843750 Penalty: 4031.924805
	Iteration 27Q: 3 clusters Score -296323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -296325.375000 Penalty: 4031.924805
	Iteration 28Q: 3 clusters Score -296325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -296327.187500 Penalty: 4031.924805
	Iteration 29Q: 3 clusters Score -296327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -296328.187500 Penalty: 4031.924805
	Iteration 30Q: 3 clusters Score -296328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -296329.156250 Penalty: 4031.924805
	Iteration 31Q: 3 clusters Score -296329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -296329.562500 Penalty: 4031.924805
	Iteration 32Q: 3 clusters Score -296329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -296330.218750 Penalty: 4031.924805
	Iteration 33Q: 3 clusters Score -296330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -296330.406250 Penalty: 4031.924805
	Iteration 34Q: 3 clusters Score -296330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -296330.531250 Penalty: 4031.924805
	Iteration 35Q: 3 clusters Score -296330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -296331.906250 Penalty: 4031.924805
	Iteration 36Q: 3 clusters Score -296331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -296332.281250 Penalty: 4031.924805
	Iteration 37Q: 3 clusters Score -296332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -296332.125000 Penalty: 4031.924805
	Iteration 38Q: 3 clusters Score -296332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -296332.125000 Penalty: 4031.924805
	Iteration 39F: 3 clusters Score -296332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -54821.941406 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -54821.94 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 315 members 
Entering Unmasked Estep 
Score: -53213.902344 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -53213.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53546.125000 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -53546.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53692.214844 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -53692.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53795.992188 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -53795.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53862.238281 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -53862.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53934.800781 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -53934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53962.410156 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -53962.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53982.347656 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -53982.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53991.148438 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -53991.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54004.144531 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -54004.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54022.617188 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -54022.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54027.402344 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -54027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54031.941406 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -54031.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54038.941406 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -54038.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54052.496094 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -54052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54071.589844 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -54071.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54122.394531 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -54122.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54152.812500 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -54152.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54164.464844 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -54164.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54175.109375 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -54175.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54179.664062 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -54179.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54194.671875 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -54194.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54208.269531 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -54208.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54214.250000 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -54214.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54217.207031 Penalty: 3215.621338
	Iteration 24Q: 3 clusters Score -54217.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54217.207031 Penalty: 3215.621338
	Iteration 25F: 3 clusters Score -54217.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -73362.007812 Penalty: 1659.636841
	Iteration 0F: 2 clusters Score -73362.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71549.359375 Penalty: 3319.273682
	Iteration 0F: 3 clusters Score -71549.36 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71826.796875 Penalty: 3319.273682
	Iteration 1F: 3 clusters Score -71826.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71946.000000 Penalty: 3319.273682
	Iteration 2F: 3 clusters Score -71946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72001.156250 Penalty: 3319.273682
	Iteration 3Q: 3 clusters Score -72001.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72042.093750 Penalty: 3319.273682
	Iteration 4Q: 3 clusters Score -72042.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72076.757812 Penalty: 3319.273682
	Iteration 5Q: 3 clusters Score -72076.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72104.875000 Penalty: 3319.273682
	Iteration 6Q: 3 clusters Score -72104.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72140.039062 Penalty: 3319.273682
	Iteration 7Q: 3 clusters Score -72140.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72156.460938 Penalty: 3319.273682
	Iteration 8Q: 3 clusters Score -72156.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72165.125000 Penalty: 3319.273682
	Iteration 9Q: 3 clusters Score -72165.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72189.289062 Penalty: 3319.273682
	Iteration 10Q: 3 clusters Score -72189.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72258.039062 Penalty: 3319.273682
	Iteration 11Q: 3 clusters Score -72258.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72301.671875 Penalty: 3319.273682
	Iteration 12Q: 3 clusters Score -72301.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72369.296875 Penalty: 3319.273682
	Iteration 13Q: 3 clusters Score -72369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72409.664062 Penalty: 3319.273682
	Iteration 14Q: 3 clusters Score -72409.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72458.328125 Penalty: 3319.273682
	Iteration 15Q: 3 clusters Score -72458.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72498.593750 Penalty: 3319.273682
	Iteration 16Q: 3 clusters Score -72498.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72528.703125 Penalty: 3319.273682
	Iteration 17Q: 3 clusters Score -72528.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72564.375000 Penalty: 3319.273682
	Iteration 18Q: 3 clusters Score -72564.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72588.242188 Penalty: 3319.273682
	Iteration 19Q: 3 clusters Score -72588.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72600.382812 Penalty: 3319.273682
	Iteration 20F: 3 clusters Score -72600.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72605.671875 Penalty: 3319.273682
	Iteration 21Q: 3 clusters Score -72605.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72607.679688 Penalty: 3319.273682
	Iteration 22Q: 3 clusters Score -72607.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72611.343750 Penalty: 3319.273682
	Iteration 23Q: 3 clusters Score -72611.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72614.500000 Penalty: 3319.273682
	Iteration 24Q: 3 clusters Score -72614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72616.328125 Penalty: 3319.273682
	Iteration 25Q: 3 clusters Score -72616.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72619.304688 Penalty: 3319.273682
	Iteration 26Q: 3 clusters Score -72619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72621.515625 Penalty: 3319.273682
	Iteration 27Q: 3 clusters Score -72621.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72621.515625 Penalty: 3319.273682
	Iteration 28F: 3 clusters Score -72621.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (345974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345974 members 
Entering Unmasked Estep 
Score: -36714132.000000 Penalty: 3163.021484
	Iteration 0F: 2 clusters Score -3.671413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172529 members 
Mstep: Class 2 contains 173445 members 
Entering Unmasked Estep 
Score: -36491984.000000 Penalty: 6326.042969
	Iteration 0F: 3 clusters Score -3.649198e+07 nChanged 167823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161362 members 
Mstep: Class 2 contains 184612 members 
Entering Unmasked Estep 
Score: -36590488.000000 Penalty: 6326.042969
	Iteration 1F: 3 clusters Score -3.659049e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154091 members 
Mstep: Class 2 contains 191883 members 
Entering Unmasked Estep 
Score: -36592584.000000 Penalty: 6326.042969
	Iteration 2Q: 3 clusters Score -3.659258e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 203451 members 
Entering Unmasked Estep 
Score: -36596496.000000 Penalty: 6326.042969
	Iteration 3Q: 3 clusters Score -3.65965e+07 nChanged 18168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 220997 members 
Entering Unmasked Estep 
Score: -36604584.000000 Penalty: 6326.042969
	Iteration 4F: 3 clusters Score -3.660458e+07 nChanged 25149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 245954 members 
Entering Unmasked Estep 
Score: -36620384.000000 Penalty: 6326.042969
	Iteration 5F: 3 clusters Score -3.662038e+07 nChanged 31399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 277313 members 
Entering Unmasked Estep 
Score: -36646072.000000 Penalty: 6326.042969
	Iteration 6F: 3 clusters Score -3.664607e+07 nChanged 31303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 308612 members 
Entering Unmasked Estep 
Score: -36676788.000000 Penalty: 6326.042969
	Iteration 7F: 3 clusters Score -3.667679e+07 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 330864 members 
Entering Unmasked Estep 
Score: -36698796.000000 Penalty: 6326.042969
	Iteration 8F: 3 clusters Score -3.66988e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 341133 members 
Entering Unmasked Estep 
Score: -36707072.000000 Penalty: 6326.042969
	Iteration 9Q: 3 clusters Score -3.670707e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 344511 members 
Entering Unmasked Estep 
Score: -36710092.000000 Penalty: 6326.042969
	Iteration 10Q: 3 clusters Score -3.671009e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 345362 members 
Entering Unmasked Estep 
Score: -36710860.000000 Penalty: 6326.042969
	Iteration 11Q: 3 clusters Score -3.671086e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 345588 members 
Entering Unmasked Estep 
Score: -36711072.000000 Penalty: 6326.042969
	Iteration 12Q: 3 clusters Score -3.671107e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 345662 members 
Entering Unmasked Estep 
Score: -36711184.000000 Penalty: 6326.042969
	Iteration 13Q: 3 clusters Score -3.671118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 345690 members 
Entering Unmasked Estep 
Score: -36711236.000000 Penalty: 6326.042969
	Iteration 14Q: 3 clusters Score -3.671124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 345710 members 
Entering Unmasked Estep 
Score: -36711268.000000 Penalty: 6326.042969
	Iteration 15Q: 3 clusters Score -3.671127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 345720 members 
Entering Unmasked Estep 
Score: -36711304.000000 Penalty: 6326.042969
	Iteration 16Q: 3 clusters Score -3.67113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 345729 members 
Entering Unmasked Estep 
Score: -36711324.000000 Penalty: 6326.042969
	Iteration 17Q: 3 clusters Score -3.671132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345739 members 
Entering Unmasked Estep 
Score: -36711316.000000 Penalty: 6326.042969
	Iteration 18Q: 3 clusters Score -3.671132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345739 members 
Entering Unmasked Estep 
Score: -36711356.000000 Penalty: 6326.042969
	Iteration 19Q: 3 clusters Score -3.671136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 345737 members 
Entering Unmasked Estep 
Score: -36711348.000000 Penalty: 6326.042969
	Iteration 20F: 3 clusters Score -3.671135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 345738 members 
Entering Unmasked Estep 
Score: -36711364.000000 Penalty: 6326.042969
	Iteration 21Q: 3 clusters Score -3.671136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345739 members 
Entering Unmasked Estep 
Score: -36711364.000000 Penalty: 6326.042969
	Iteration 22Q: 3 clusters Score -3.671136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345739 members 
Entering Unmasked Estep 
Score: -36711360.000000 Penalty: 6326.042969
	Iteration 23Q: 3 clusters Score -3.671136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 345740 members 
Entering Unmasked Estep 
Score: -36711360.000000 Penalty: 6326.042969
	Iteration 24Q: 3 clusters Score -3.671136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 345740 members 
Entering Unmasked Estep 
Score: -36711360.000000 Penalty: 6326.042969
	Iteration 25F: 3 clusters Score -3.671136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Entering Unmasked Estep 
Score: -2121926.250000 Penalty: 2451.648682
	Iteration 0F: 2 clusters Score -2121926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2108023.500000 Penalty: 4903.297363
	Iteration 0F: 3 clusters Score -2108024 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2112973.250000 Penalty: 4903.297363
	Iteration 1F: 3 clusters Score -2112973 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2113690.500000 Penalty: 4903.297363
	Iteration 2F: 3 clusters Score -2113690 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2114423.500000 Penalty: 4903.297363
	Iteration 3F: 3 clusters Score -2114424 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2115246.000000 Penalty: 4903.297363
	Iteration 4F: 3 clusters Score -2115246 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2116229.500000 Penalty: 4903.297363
	Iteration 5F: 3 clusters Score -2116230 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2117319.250000 Penalty: 4903.297363
	Iteration 6F: 3 clusters Score -2117319 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2118334.000000 Penalty: 4903.297363
	Iteration 7F: 3 clusters Score -2118334 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2119046.000000 Penalty: 4903.297363
	Iteration 8Q: 3 clusters Score -2119046 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2119454.000000 Penalty: 4903.297363
	Iteration 9Q: 3 clusters Score -2119454 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2119671.750000 Penalty: 4903.297363
	Iteration 10Q: 3 clusters Score -2119672 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2119784.000000 Penalty: 4903.297363
	Iteration 11Q: 3 clusters Score -2119784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2119854.250000 Penalty: 4903.297363
	Iteration 12Q: 3 clusters Score -2119854 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2119894.000000 Penalty: 4903.297363
	Iteration 13Q: 3 clusters Score -2119894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2119924.500000 Penalty: 4903.297363
	Iteration 14Q: 3 clusters Score -2119924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2119954.000000 Penalty: 4903.297363
	Iteration 15Q: 3 clusters Score -2119954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2119970.250000 Penalty: 4903.297363
	Iteration 16Q: 3 clusters Score -2119970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2119984.000000 Penalty: 4903.297363
	Iteration 17Q: 3 clusters Score -2119984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2119997.500000 Penalty: 4903.297363
	Iteration 18Q: 3 clusters Score -2119998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2120004.250000 Penalty: 4903.297363
	Iteration 19Q: 3 clusters Score -2120004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2120015.000000 Penalty: 4903.297363
	Iteration 20F: 3 clusters Score -2120015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2120017.750000 Penalty: 4903.297363
	Iteration 21Q: 3 clusters Score -2120018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2120023.250000 Penalty: 4903.297363
	Iteration 22Q: 3 clusters Score -2120023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2120027.750000 Penalty: 4903.297363
	Iteration 23Q: 3 clusters Score -2120028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2120030.250000 Penalty: 4903.297363
	Iteration 24Q: 3 clusters Score -2120030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2120039.000000 Penalty: 4903.297363
	Iteration 25Q: 3 clusters Score -2120039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2120042.750000 Penalty: 4903.297363
	Iteration 26Q: 3 clusters Score -2120043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2120046.250000 Penalty: 4903.297363
	Iteration 27Q: 3 clusters Score -2120046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2120051.250000 Penalty: 4903.297363
	Iteration 28Q: 3 clusters Score -2120051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2120050.250000 Penalty: 4903.297363
	Iteration 29Q: 3 clusters Score -2120050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2120050.000000 Penalty: 4903.297363
	Iteration 30Q: 3 clusters Score -2120050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2120053.500000 Penalty: 4903.297363
	Iteration 31Q: 3 clusters Score -2120054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2120052.750000 Penalty: 4903.297363
	Iteration 32Q: 3 clusters Score -2120053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2120057.250000 Penalty: 4903.297363
	Iteration 33Q: 3 clusters Score -2120057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2120055.750000 Penalty: 4903.297363
	Iteration 34Q: 3 clusters Score -2120056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2120062.250000 Penalty: 4903.297363
	Iteration 35Q: 3 clusters Score -2120062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2120064.500000 Penalty: 4903.297363
	Iteration 36Q: 3 clusters Score -2120064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2120068.500000 Penalty: 4903.297363
	Iteration 37Q: 3 clusters Score -2120068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2120067.750000 Penalty: 4903.297363
	Iteration 38Q: 3 clusters Score -2120068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2120070.750000 Penalty: 4903.297363
	Iteration 39Q: 3 clusters Score -2120071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2120071.750000 Penalty: 4903.297363
	Iteration 40F: 3 clusters Score -2120072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2120072.000000 Penalty: 4903.297363
	Iteration 41Q: 3 clusters Score -2120072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2120068.250000 Penalty: 4903.297363
	Iteration 42Q: 3 clusters Score -2120068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2120070.250000 Penalty: 4903.297363
	Iteration 43Q: 3 clusters Score -2120070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2120074.000000 Penalty: 4903.297363
	Iteration 44Q: 3 clusters Score -2120074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2120073.750000 Penalty: 4903.297363
	Iteration 45Q: 3 clusters Score -2120074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2120074.750000 Penalty: 4903.297363
	Iteration 46Q: 3 clusters Score -2120075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2120073.750000 Penalty: 4903.297363
	Iteration 47Q: 3 clusters Score -2120074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2120076.000000 Penalty: 4903.297363
	Iteration 48Q: 3 clusters Score -2120076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2120077.250000 Penalty: 4903.297363
	Iteration 49Q: 3 clusters Score -2120077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2120077.250000 Penalty: 4903.297363
	Iteration 50F: 3 clusters Score -2120077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 239277 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26116 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66621 members 
Mstep: Class 7 contains 340019 members 
Mstep: Class 8 contains 210657 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30910 members 
Mstep: Class 12 contains 108539 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 80219 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345974 members 
Mstep: Class 21 contains 19647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402512.000000 Penalty: 74147.679688
Iteration 479Q: 22 clusters Score -1.584025e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 239591 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 66553 members 
Mstep: Class 7 contains 340120 members 
Mstep: Class 8 contains 210643 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30894 members 
Mstep: Class 12 contains 108386 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3609 members 
Mstep: Class 15 contains 80209 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345819 members 
Mstep: Class 21 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402704.000000 Penalty: 74147.679688
Iteration 480F: 22 clusters Score -1.584027e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 239878 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66471 members 
Mstep: Class 7 contains 340223 members 
Mstep: Class 8 contains 210611 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 30881 members 
Mstep: Class 12 contains 108246 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3617 members 
Mstep: Class 15 contains 80196 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345695 members 
Mstep: Class 21 contains 19659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402992.000000 Penalty: 74147.679688
Iteration 481Q: 22 clusters Score -1.58403e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 240174 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66381 members 
Mstep: Class 7 contains 340330 members 
Mstep: Class 8 contains 210575 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30873 members 
Mstep: Class 12 contains 108110 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 80197 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345547 members 
Mstep: Class 21 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402608.000000 Penalty: 74147.679688
Iteration 482Q: 22 clusters Score -1.584026e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 240447 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66292 members 
Mstep: Class 7 contains 340387 members 
Mstep: Class 8 contains 210546 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30861 members 
Mstep: Class 12 contains 107981 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 80192 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345477 members 
Mstep: Class 21 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402432.000000 Penalty: 74147.679688
Iteration 483Q: 22 clusters Score -1.584024e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 240668 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66210 members 
Mstep: Class 7 contains 340443 members 
Mstep: Class 8 contains 210501 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30856 members 
Mstep: Class 12 contains 107874 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 80173 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345437 members 
Mstep: Class 21 contains 19656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402080.000000 Penalty: 74147.679688
Iteration 484Q: 22 clusters Score -1.584021e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 240872 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 66129 members 
Mstep: Class 7 contains 340494 members 
Mstep: Class 8 contains 210472 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30843 members 
Mstep: Class 12 contains 107771 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 80152 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345421 members 
Mstep: Class 21 contains 19653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402176.000000 Penalty: 74147.679688
Iteration 485Q: 22 clusters Score -1.584022e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 241062 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 66021 members 
Mstep: Class 7 contains 340547 members 
Mstep: Class 8 contains 210447 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30835 members 
Mstep: Class 12 contains 107690 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3673 members 
Mstep: Class 15 contains 80144 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345405 members 
Mstep: Class 21 contains 19653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402048.000000 Penalty: 74147.679688
Iteration 486Q: 22 clusters Score -1.58402e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 241272 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 65910 members 
Mstep: Class 7 contains 340528 members 
Mstep: Class 8 contains 210431 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30825 members 
Mstep: Class 12 contains 107613 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 80131 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345432 members 
Mstep: Class 21 contains 19657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402096.000000 Penalty: 74147.679688
Iteration 487Q: 22 clusters Score -1.584021e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 241466 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 65804 members 
Mstep: Class 7 contains 340565 members 
Mstep: Class 8 contains 210408 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30806 members 
Mstep: Class 12 contains 107537 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 80115 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345450 members 
Mstep: Class 21 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401744.000000 Penalty: 74147.679688
Iteration 488Q: 22 clusters Score -1.584017e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 241677 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 65715 members 
Mstep: Class 7 contains 340580 members 
Mstep: Class 8 contains 210370 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30792 members 
Mstep: Class 12 contains 107475 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 80105 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345446 members 
Mstep: Class 21 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401664.000000 Penalty: 74147.679688
Iteration 489Q: 22 clusters Score -1.584017e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 241882 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 65625 members 
Mstep: Class 7 contains 340592 members 
Mstep: Class 8 contains 210339 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30779 members 
Mstep: Class 12 contains 107398 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 80086 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345468 members 
Mstep: Class 21 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401696.000000 Penalty: 74147.679688
Iteration 490Q: 22 clusters Score -1.584017e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 242057 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26101 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 65521 members 
Mstep: Class 7 contains 340630 members 
Mstep: Class 8 contains 210303 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30775 members 
Mstep: Class 12 contains 107324 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 80083 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345490 members 
Mstep: Class 21 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402128.000000 Penalty: 74147.679688
Iteration 491Q: 22 clusters Score -1.584021e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 242225 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26092 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 65428 members 
Mstep: Class 7 contains 340672 members 
Mstep: Class 8 contains 210267 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30766 members 
Mstep: Class 12 contains 107255 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3715 members 
Mstep: Class 15 contains 80076 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345520 members 
Mstep: Class 21 contains 19658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401920.000000 Penalty: 74147.679688
Iteration 492Q: 22 clusters Score -1.584019e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 242382 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26081 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 65342 members 
Mstep: Class 7 contains 340762 members 
Mstep: Class 8 contains 210210 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30763 members 
Mstep: Class 12 contains 107212 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3721 members 
Mstep: Class 15 contains 80071 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345494 members 
Mstep: Class 21 contains 19659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402000.000000 Penalty: 74147.679688
Iteration 493Q: 22 clusters Score -1.58402e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 242552 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 65257 members 
Mstep: Class 7 contains 340826 members 
Mstep: Class 8 contains 210138 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30758 members 
Mstep: Class 12 contains 107165 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3725 members 
Mstep: Class 15 contains 80059 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345501 members 
Mstep: Class 21 contains 19657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402048.000000 Penalty: 74147.679688
Iteration 494Q: 22 clusters Score -1.58402e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 242695 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 26065 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 65177 members 
Mstep: Class 7 contains 340884 members 
Mstep: Class 8 contains 210078 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30749 members 
Mstep: Class 12 contains 107109 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3731 members 
Mstep: Class 15 contains 80032 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345544 members 
Mstep: Class 21 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401808.000000 Penalty: 74147.679688
Iteration 495Q: 22 clusters Score -1.584018e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 242846 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 65101 members 
Mstep: Class 7 contains 340900 members 
Mstep: Class 8 contains 210011 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30755 members 
Mstep: Class 12 contains 107066 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3738 members 
Mstep: Class 15 contains 80016 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345579 members 
Mstep: Class 21 contains 19669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401632.000000 Penalty: 74147.679688
Iteration 496Q: 22 clusters Score -1.584016e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 242992 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26049 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 65054 members 
Mstep: Class 7 contains 340926 members 
Mstep: Class 8 contains 209945 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30749 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 79997 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345597 members 
Mstep: Class 21 contains 19671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401648.000000 Penalty: 74147.679688
Iteration 497Q: 22 clusters Score -1.584016e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 243157 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 65007 members 
Mstep: Class 7 contains 340929 members 
Mstep: Class 8 contains 209895 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30740 members 
Mstep: Class 12 contains 106956 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3756 members 
Mstep: Class 15 contains 79980 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345623 members 
Mstep: Class 21 contains 19665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401808.000000 Penalty: 74147.679688
Iteration 498Q: 22 clusters Score -1.584018e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 243319 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 64964 members 
Mstep: Class 7 contains 340945 members 
Mstep: Class 8 contains 209860 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30737 members 
Mstep: Class 12 contains 106871 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 79957 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345643 members 
Mstep: Class 21 contains 19663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402096.000000 Penalty: 74147.679688
Iteration 499Q: 22 clusters Score -1.584021e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 243448 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 26032 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 64915 members 
Mstep: Class 7 contains 340975 members 
Mstep: Class 8 contains 209808 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 30733 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 79942 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 345682 members 
Mstep: Class 21 contains 19666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401856.000000 Penalty: 74147.679688
Iteration 500F: 22 clusters Score -1.584019e+08 nChanged 1118
Maximum iterations exceeded
--- Evaluating fit on full set of 4573905 points ---
Entering Unmasked Estep 
Score: -460329632.000000 Penalty: 79869.250000
20->22 Clusters: Score -460329632.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1524635 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 76602 members 
Mstep: Class 3 contains 76375 members 
Mstep: Class 4 contains 76257 members 
Mstep: Class 5 contains 76110 members 
Mstep: Class 6 contains 75959 members 
Mstep: Class 7 contains 76098 members 
Mstep: Class 8 contains 76499 members 
Mstep: Class 9 contains 76246 members 
Mstep: Class 10 contains 76293 members 
Mstep: Class 11 contains 76318 members 
Mstep: Class 12 contains 76316 members 
Mstep: Class 13 contains 75875 members 
Mstep: Class 14 contains 76273 members 
Mstep: Class 15 contains 76127 members 
Mstep: Class 16 contains 75992 members 
Mstep: Class 17 contains 75955 members 
Mstep: Class 18 contains 76657 members 
Mstep: Class 19 contains 76158 members 
Mstep: Class 20 contains 76387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 331.601532 but Gain 3530.843750
Score: -151040128.000000 Penalty: 67085.992188
Iteration 0F: 20 clusters Score -1.510401e+08 nChanged 1443566
Entering Unmasked Mstep 
Mstep: Class 0 contains 3444 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 491321 members 
Mstep: Class 3 contains 111020 members 
Mstep: Class 4 contains 111607 members 
Mstep: Class 5 contains 14707 members 
Mstep: Class 7 contains 38097 members 
Mstep: Class 8 contains 32940 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 20221 members 
Mstep: Class 11 contains 5774 members 
Mstep: Class 12 contains 43941 members 
Mstep: Class 13 contains 18512 members 
Mstep: Class 14 contains 28925 members 
Mstep: Class 15 contains 97695 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 68612 members 
Mstep: Class 18 contains 146449 members 
Mstep: Class 19 contains 147758 members 
Mstep: Class 20 contains 72237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156351072.000000 Penalty: 67085.992188
Iteration 1F: 20 clusters Score -1.563511e+08 nChanged 448209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2911 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 603696 members 
Mstep: Class 3 contains 108218 members 
Mstep: Class 4 contains 94917 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 7 contains 30215 members 
Mstep: Class 8 contains 25961 members 
Mstep: Class 9 contains 25803 members 
Mstep: Class 10 contains 11579 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 28235 members 
Mstep: Class 13 contains 19900 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 71476 members 
Mstep: Class 16 contains 13207 members 
Mstep: Class 17 contains 52388 members 
Mstep: Class 18 contains 164538 members 
Mstep: Class 19 contains 169597 members 
Mstep: Class 20 contains 46728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156750976.000000 Penalty: 67085.992188
Iteration 2F: 20 clusters Score -1.56751e+08 nChanged 266787
Entering Unmasked Mstep 
Mstep: Class 0 contains 2687 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 626837 members 
Mstep: Class 3 contains 104801 members 
Mstep: Class 4 contains 81534 members 
Mstep: Class 5 contains 7433 members 
Mstep: Class 7 contains 24336 members 
Mstep: Class 8 contains 23247 members 
Mstep: Class 9 contains 26426 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 20484 members 
Mstep: Class 13 contains 23423 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 58312 members 
Mstep: Class 16 contains 18769 members 
Mstep: Class 17 contains 53214 members 
Mstep: Class 18 contains 181460 members 
Mstep: Class 19 contains 196828 members 
Mstep: Class 20 contains 36382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156946896.000000 Penalty: 67085.992188
Iteration 3F: 20 clusters Score -1.569469e+08 nChanged 206421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2386 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 614332 members 
Mstep: Class 3 contains 98738 members 
Mstep: Class 4 contains 68213 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 7 contains 20163 members 
Mstep: Class 8 contains 22491 members 
Mstep: Class 9 contains 28054 members 
Mstep: Class 10 contains 4779 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 16653 members 
Mstep: Class 13 contains 24159 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 52077 members 
Mstep: Class 16 contains 20705 members 
Mstep: Class 17 contains 61372 members 
Mstep: Class 18 contains 198289 members 
Mstep: Class 19 contains 230261 members 
Mstep: Class 20 contains 32580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129456.000000 Penalty: 67085.992188
Iteration 4F: 20 clusters Score -1.571295e+08 nChanged 184471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1466 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 580973 members 
Mstep: Class 3 contains 90117 members 
Mstep: Class 4 contains 55731 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 7 contains 17585 members 
Mstep: Class 8 contains 22379 members 
Mstep: Class 9 contains 28290 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 14104 members 
Mstep: Class 13 contains 24276 members 
Mstep: Class 14 contains 9829 members 
Mstep: Class 15 contains 49644 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 214946 members 
Mstep: Class 19 contains 272269 members 
Mstep: Class 20 contains 30584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3046.076172 but Gain 3530.839844
Score: -157351088.000000 Penalty: 63555.152344
Iteration 5F: 19 clusters Score -1.573511e+08 nChanged 172623
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 538031 members 
Mstep: Class 3 contains 79639 members 
Mstep: Class 4 contains 44825 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 7 contains 16472 members 
Mstep: Class 8 contains 23929 members 
Mstep: Class 9 contains 27637 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 12012 members 
Mstep: Class 13 contains 24535 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 48488 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 84782 members 
Mstep: Class 18 contains 229267 members 
Mstep: Class 19 contains 321099 members 
Mstep: Class 20 contains 28849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157514256.000000 Penalty: 63555.152344
Iteration 6F: 19 clusters Score -1.575143e+08 nChanged 161135
Entering Unmasked Mstep 
Mstep: Class 0 contains 630 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 488400 members 
Mstep: Class 3 contains 68131 members 
Mstep: Class 4 contains 36069 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 7 contains 16474 members 
Mstep: Class 8 contains 26753 members 
Mstep: Class 9 contains 26478 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 25111 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 46803 members 
Mstep: Class 16 contains 20288 members 
Mstep: Class 17 contains 97249 members 
Mstep: Class 18 contains 239940 members 
Mstep: Class 19 contains 373315 members 
Mstep: Class 20 contains 26709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636384.000000 Penalty: 63555.152344
Iteration 7F: 19 clusters Score -1.576364e+08 nChanged 173273
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 428885 members 
Mstep: Class 3 contains 58829 members 
Mstep: Class 4 contains 30470 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 7 contains 17304 members 
Mstep: Class 8 contains 30546 members 
Mstep: Class 9 contains 24933 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 8970 members 
Mstep: Class 13 contains 25843 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 44997 members 
Mstep: Class 16 contains 19359 members 
Mstep: Class 17 contains 109617 members 
Mstep: Class 18 contains 255091 members 
Mstep: Class 19 contains 423381 members 
Mstep: Class 20 contains 24282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745040.000000 Penalty: 63555.152344
Iteration 8F: 19 clusters Score -1.57745e+08 nChanged 172292
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 383665 members 
Mstep: Class 3 contains 51375 members 
Mstep: Class 4 contains 27328 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 7 contains 18616 members 
Mstep: Class 8 contains 35381 members 
Mstep: Class 9 contains 23352 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 8262 members 
Mstep: Class 13 contains 26597 members 
Mstep: Class 14 contains 13552 members 
Mstep: Class 15 contains 43539 members 
Mstep: Class 16 contains 18261 members 
Mstep: Class 17 contains 122755 members 
Mstep: Class 18 contains 281825 members 
Mstep: Class 19 contains 440174 members 
Mstep: Class 20 contains 21602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157850720.000000 Penalty: 63555.152344
Iteration 9F: 19 clusters Score -1.578507e+08 nChanged 150116
Entering Unmasked Mstep 
Mstep: Class 0 contains 536 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 361046 members 
Mstep: Class 3 contains 44611 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 7 contains 19934 members 
Mstep: Class 8 contains 40289 members 
Mstep: Class 9 contains 21638 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 27520 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 42154 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 135560 members 
Mstep: Class 18 contains 317168 members 
Mstep: Class 19 contains 422489 members 
Mstep: Class 20 contains 18903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157951040.000000 Penalty: 63555.152344
Iteration 10F: 19 clusters Score -1.57951e+08 nChanged 127077
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 345936 members 
Mstep: Class 3 contains 38385 members 
Mstep: Class 4 contains 26020 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 7 contains 20827 members 
Mstep: Class 8 contains 44362 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 8153 members 
Mstep: Class 13 contains 28588 members 
Mstep: Class 14 contains 15679 members 
Mstep: Class 15 contains 40839 members 
Mstep: Class 16 contains 16162 members 
Mstep: Class 17 contains 146131 members 
Mstep: Class 18 contains 356460 members 
Mstep: Class 19 contains 394619 members 
Mstep: Class 20 contains 15895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158032000.000000 Penalty: 63555.152344
Iteration 11F: 19 clusters Score -1.58032e+08 nChanged 117459
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 329603 members 
Mstep: Class 3 contains 34384 members 
Mstep: Class 4 contains 27191 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 7 contains 21524 members 
Mstep: Class 8 contains 47802 members 
Mstep: Class 9 contains 18018 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 29749 members 
Mstep: Class 14 contains 16655 members 
Mstep: Class 15 contains 40182 members 
Mstep: Class 16 contains 15219 members 
Mstep: Class 17 contains 155070 members 
Mstep: Class 18 contains 399271 members 
Mstep: Class 19 contains 362007 members 
Mstep: Class 20 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158081648.000000 Penalty: 63555.152344
Iteration 12F: 19 clusters Score -1.580816e+08 nChanged 108603
Entering Unmasked Mstep 
Mstep: Class 0 contains 491 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 316350 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 28821 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 7 contains 21820 members 
Mstep: Class 8 contains 50575 members 
Mstep: Class 9 contains 16182 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 31085 members 
Mstep: Class 14 contains 17573 members 
Mstep: Class 15 contains 40300 members 
Mstep: Class 16 contains 14364 members 
Mstep: Class 17 contains 164380 members 
Mstep: Class 18 contains 433921 members 
Mstep: Class 19 contains 332587 members 
Mstep: Class 20 contains 10373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158107072.000000 Penalty: 63555.152344
Iteration 13F: 19 clusters Score -1.581071e+08 nChanged 95066
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 310663 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 30675 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 7 contains 21999 members 
Mstep: Class 8 contains 52216 members 
Mstep: Class 9 contains 14533 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 18346 members 
Mstep: Class 15 contains 40878 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 174052 members 
Mstep: Class 18 contains 450902 members 
Mstep: Class 19 contains 312645 members 
Mstep: Class 20 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158123056.000000 Penalty: 63555.152344
Iteration 14F: 19 clusters Score -1.581231e+08 nChanged 79856
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 310055 members 
Mstep: Class 3 contains 24480 members 
Mstep: Class 4 contains 32528 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 7 contains 22043 members 
Mstep: Class 8 contains 53004 members 
Mstep: Class 9 contains 13061 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 9456 members 
Mstep: Class 13 contains 34429 members 
Mstep: Class 14 contains 19192 members 
Mstep: Class 15 contains 41573 members 
Mstep: Class 16 contains 12763 members 
Mstep: Class 17 contains 183436 members 
Mstep: Class 18 contains 452332 members 
Mstep: Class 19 contains 303217 members 
Mstep: Class 20 contains 6792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158137184.000000 Penalty: 63555.152344
Iteration 15F: 19 clusters Score -1.581372e+08 nChanged 65929
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 311792 members 
Mstep: Class 3 contains 21755 members 
Mstep: Class 4 contains 34332 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 7 contains 22135 members 
Mstep: Class 8 contains 53396 members 
Mstep: Class 9 contains 11860 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 9692 members 
Mstep: Class 13 contains 36404 members 
Mstep: Class 14 contains 20141 members 
Mstep: Class 15 contains 42451 members 
Mstep: Class 16 contains 11952 members 
Mstep: Class 17 contains 192463 members 
Mstep: Class 18 contains 443262 members 
Mstep: Class 19 contains 301092 members 
Mstep: Class 20 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158153952.000000 Penalty: 63555.152344
Iteration 16Q: 19 clusters Score -1.58154e+08 nChanged 55695
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 314449 members 
Mstep: Class 3 contains 19398 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 7 contains 22308 members 
Mstep: Class 8 contains 53385 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 9897 members 
Mstep: Class 13 contains 38383 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 43289 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 201231 members 
Mstep: Class 18 contains 428488 members 
Mstep: Class 19 contains 303713 members 
Mstep: Class 20 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158172560.000000 Penalty: 63555.152344
Iteration 17Q: 19 clusters Score -1.581726e+08 nChanged 49106
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 317112 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 37451 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 7 contains 22576 members 
Mstep: Class 8 contains 53074 members 
Mstep: Class 9 contains 9734 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 10004 members 
Mstep: Class 13 contains 40353 members 
Mstep: Class 14 contains 22145 members 
Mstep: Class 15 contains 43990 members 
Mstep: Class 16 contains 10362 members 
Mstep: Class 17 contains 209898 members 
Mstep: Class 18 contains 410696 members 
Mstep: Class 19 contains 309214 members 
Mstep: Class 20 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158189648.000000 Penalty: 63555.152344
Iteration 18Q: 19 clusters Score -1.581896e+08 nChanged 44350
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 319053 members 
Mstep: Class 3 contains 15765 members 
Mstep: Class 4 contains 38732 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 7 contains 22939 members 
Mstep: Class 8 contains 52470 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 42288 members 
Mstep: Class 14 contains 23166 members 
Mstep: Class 15 contains 44602 members 
Mstep: Class 16 contains 9586 members 
Mstep: Class 17 contains 218542 members 
Mstep: Class 18 contains 392469 members 
Mstep: Class 19 contains 315846 members 
Mstep: Class 20 contains 3790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158206480.000000 Penalty: 63555.152344
Iteration 19Q: 19 clusters Score -1.582065e+08 nChanged 41383
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 320041 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 39832 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 7 contains 23426 members 
Mstep: Class 8 contains 51670 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 13 contains 44174 members 
Mstep: Class 14 contains 24157 members 
Mstep: Class 15 contains 45177 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 227648 members 
Mstep: Class 18 contains 374237 members 
Mstep: Class 19 contains 322830 members 
Mstep: Class 20 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158220688.000000 Penalty: 63555.152344
Iteration 20F: 19 clusters Score -1.582207e+08 nChanged 38210
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 319399 members 
Mstep: Class 3 contains 13078 members 
Mstep: Class 4 contains 40722 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 7 contains 23988 members 
Mstep: Class 8 contains 50814 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 10469 members 
Mstep: Class 13 contains 46050 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 45607 members 
Mstep: Class 16 contains 8111 members 
Mstep: Class 17 contains 237019 members 
Mstep: Class 18 contains 357618 members 
Mstep: Class 19 contains 329258 members 
Mstep: Class 20 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158231760.000000 Penalty: 63555.152344
Iteration 21Q: 19 clusters Score -1.582318e+08 nChanged 36102
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 317702 members 
Mstep: Class 3 contains 12066 members 
Mstep: Class 4 contains 41368 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 7 contains 24544 members 
Mstep: Class 8 contains 49808 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 47823 members 
Mstep: Class 14 contains 26179 members 
Mstep: Class 15 contains 45991 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 246494 members 
Mstep: Class 18 contains 343148 members 
Mstep: Class 19 contains 334584 members 
Mstep: Class 20 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158240256.000000 Penalty: 63555.152344
Iteration 22Q: 19 clusters Score -1.582403e+08 nChanged 33820
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 315365 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 41916 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 7 contains 25084 members 
Mstep: Class 8 contains 48838 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 49414 members 
Mstep: Class 14 contains 27035 members 
Mstep: Class 15 contains 46275 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 256575 members 
Mstep: Class 18 contains 330935 members 
Mstep: Class 19 contains 337574 members 
Mstep: Class 20 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158246640.000000 Penalty: 63555.152344
Iteration 23Q: 19 clusters Score -1.582466e+08 nChanged 32193
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 312735 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 42329 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 7 contains 25556 members 
Mstep: Class 8 contains 47849 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 50981 members 
Mstep: Class 14 contains 27895 members 
Mstep: Class 15 contains 46501 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 266943 members 
Mstep: Class 18 contains 321403 members 
Mstep: Class 19 contains 337899 members 
Mstep: Class 20 contains 3899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158250496.000000 Penalty: 63555.152344
Iteration 24Q: 19 clusters Score -1.582505e+08 nChanged 31479
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 309641 members 
Mstep: Class 3 contains 9816 members 
Mstep: Class 4 contains 42626 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 7 contains 26008 members 
Mstep: Class 8 contains 46911 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 52531 members 
Mstep: Class 14 contains 28598 members 
Mstep: Class 15 contains 46724 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 277873 members 
Mstep: Class 18 contains 314202 members 
Mstep: Class 19 contains 335882 members 
Mstep: Class 20 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158254992.000000 Penalty: 63555.152344
Iteration 25Q: 19 clusters Score -1.58255e+08 nChanged 30589
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 306112 members 
Mstep: Class 3 contains 9190 members 
Mstep: Class 4 contains 42867 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 7 contains 26418 members 
Mstep: Class 8 contains 46083 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 11665 members 
Mstep: Class 13 contains 54105 members 
Mstep: Class 14 contains 29217 members 
Mstep: Class 15 contains 46892 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 289315 members 
Mstep: Class 18 contains 308338 members 
Mstep: Class 19 contains 332388 members 
Mstep: Class 20 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158260352.000000 Penalty: 63555.152344
Iteration 26Q: 19 clusters Score -1.582604e+08 nChanged 29870
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 302369 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 43026 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 7 contains 26805 members 
Mstep: Class 8 contains 45321 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 55747 members 
Mstep: Class 14 contains 29784 members 
Mstep: Class 15 contains 47006 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 302132 members 
Mstep: Class 18 contains 301951 members 
Mstep: Class 19 contains 328159 members 
Mstep: Class 20 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158266048.000000 Penalty: 63555.152344
Iteration 27Q: 19 clusters Score -1.58266e+08 nChanged 29868
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 298185 members 
Mstep: Class 3 contains 8164 members 
Mstep: Class 4 contains 43145 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 44565 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 57428 members 
Mstep: Class 14 contains 30209 members 
Mstep: Class 15 contains 47200 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 316217 members 
Mstep: Class 18 contains 295076 members 
Mstep: Class 19 contains 323422 members 
Mstep: Class 20 contains 4894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158272096.000000 Penalty: 63555.152344
Iteration 28Q: 19 clusters Score -1.582721e+08 nChanged 30437
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 293720 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 43182 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 43853 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 12683 members 
Mstep: Class 13 contains 59184 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 16 contains 4726 members 
Mstep: Class 17 contains 331633 members 
Mstep: Class 18 contains 287326 members 
Mstep: Class 19 contains 318516 members 
Mstep: Class 20 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158276544.000000 Penalty: 63555.152344
Iteration 29Q: 19 clusters Score -1.582765e+08 nChanged 33649
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 288805 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 43196 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 7 contains 27767 members 
Mstep: Class 8 contains 43218 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 13125 members 
Mstep: Class 13 contains 61179 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 47820 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 349874 members 
Mstep: Class 18 contains 277164 members 
Mstep: Class 19 contains 313098 members 
Mstep: Class 20 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158278368.000000 Penalty: 63555.152344
Iteration 30Q: 19 clusters Score -1.582784e+08 nChanged 38458
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 283798 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 43169 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 7 contains 28106 members 
Mstep: Class 8 contains 42589 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 63485 members 
Mstep: Class 14 contains 31066 members 
Mstep: Class 15 contains 48257 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 371277 members 
Mstep: Class 18 contains 264332 members 
Mstep: Class 19 contains 307013 members 
Mstep: Class 20 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158279808.000000 Penalty: 63555.152344
Iteration 31Q: 19 clusters Score -1.582798e+08 nChanged 41043
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 279387 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 43073 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 7 contains 28419 members 
Mstep: Class 8 contains 41924 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 14152 members 
Mstep: Class 13 contains 65949 members 
Mstep: Class 14 contains 31267 members 
Mstep: Class 15 contains 48742 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 394041 members 
Mstep: Class 18 contains 249912 members 
Mstep: Class 19 contains 300414 members 
Mstep: Class 20 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158275472.000000 Penalty: 63555.152344
Iteration 32Q: 19 clusters Score -1.582755e+08 nChanged 42584
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 275910 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 42975 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 7 contains 28758 members 
Mstep: Class 8 contains 41158 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 14694 members 
Mstep: Class 13 contains 68530 members 
Mstep: Class 14 contains 31485 members 
Mstep: Class 15 contains 49294 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 415793 members 
Mstep: Class 18 contains 235342 members 
Mstep: Class 19 contains 293838 members 
Mstep: Class 20 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158271168.000000 Penalty: 63555.152344
Iteration 33Q: 19 clusters Score -1.582712e+08 nChanged 40526
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 273360 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 42950 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 7 contains 29164 members 
Mstep: Class 8 contains 40204 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 15286 members 
Mstep: Class 13 contains 71168 members 
Mstep: Class 14 contains 31715 members 
Mstep: Class 15 contains 49816 members 
Mstep: Class 16 contains 4315 members 
Mstep: Class 17 contains 433214 members 
Mstep: Class 18 contains 223178 members 
Mstep: Class 19 contains 288148 members 
Mstep: Class 20 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158265680.000000 Penalty: 63555.152344
Iteration 34Q: 19 clusters Score -1.582657e+08 nChanged 36176
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 271814 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 42998 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 7 contains 29553 members 
Mstep: Class 8 contains 39148 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 15961 members 
Mstep: Class 13 contains 73534 members 
Mstep: Class 14 contains 31880 members 
Mstep: Class 15 contains 50361 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 445302 members 
Mstep: Class 18 contains 214405 members 
Mstep: Class 19 contains 283548 members 
Mstep: Class 20 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158262048.000000 Penalty: 63555.152344
Iteration 35Q: 19 clusters Score -1.58262e+08 nChanged 30724
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 271213 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 43095 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 7 contains 29977 members 
Mstep: Class 8 contains 38113 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 16661 members 
Mstep: Class 13 contains 75535 members 
Mstep: Class 14 contains 32026 members 
Mstep: Class 15 contains 50852 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 452011 members 
Mstep: Class 18 contains 209123 members 
Mstep: Class 19 contains 280039 members 
Mstep: Class 20 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158259712.000000 Penalty: 63555.152344
Iteration 36Q: 19 clusters Score -1.582597e+08 nChanged 26246
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 271273 members 
Mstep: Class 3 contains 6310 members 
Mstep: Class 4 contains 43245 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 7 contains 30357 members 
Mstep: Class 8 contains 37103 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 17366 members 
Mstep: Class 13 contains 77144 members 
Mstep: Class 14 contains 32084 members 
Mstep: Class 15 contains 51280 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 454599 members 
Mstep: Class 18 contains 206764 members 
Mstep: Class 19 contains 277578 members 
Mstep: Class 20 contains 5272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158258960.000000 Penalty: 63555.152344
Iteration 37Q: 19 clusters Score -1.58259e+08 nChanged 22397
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 271794 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 43409 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 7 contains 30731 members 
Mstep: Class 8 contains 36074 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 18115 members 
Mstep: Class 13 contains 78370 members 
Mstep: Class 14 contains 32119 members 
Mstep: Class 15 contains 51595 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 17 contains 454004 members 
Mstep: Class 18 contains 206553 members 
Mstep: Class 19 contains 276123 members 
Mstep: Class 20 contains 5467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158258720.000000 Penalty: 63555.152344
Iteration 38Q: 19 clusters Score -1.582587e+08 nChanged 19601
Entering ConstructFrom: 
Score: -158258720.000000 Penalty: 63555.152344
Entering ConstructFrom: 
Trying to split cluster 1 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -125691.656250 Penalty: 1780.846069
	Iteration 0F: 2 clusters Score -125691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -123567.812500 Penalty: 3561.692139
	Iteration 0F: 3 clusters Score -123567.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124012.679688 Penalty: 3561.692139
	Iteration 1F: 3 clusters Score -124012.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124169.382812 Penalty: 3561.692139
	Iteration 2F: 3 clusters Score -124169.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124285.085938 Penalty: 3561.692139
	Iteration 3Q: 3 clusters Score -124285.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124385.492188 Penalty: 3561.692139
	Iteration 4Q: 3 clusters Score -124385.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -124465.390625 Penalty: 3561.692139
	Iteration 5Q: 3 clusters Score -124465.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124510.093750 Penalty: 3561.692139
	Iteration 6Q: 3 clusters Score -124510.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124532.281250 Penalty: 3561.692139
	Iteration 7Q: 3 clusters Score -124532.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -124546.898438 Penalty: 3561.692139
	Iteration 8Q: 3 clusters Score -124546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -124554.843750 Penalty: 3561.692139
	Iteration 9Q: 3 clusters Score -124554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -124561.335938 Penalty: 3561.692139
	Iteration 10Q: 3 clusters Score -124561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124565.921875 Penalty: 3561.692139
	Iteration 11Q: 3 clusters Score -124565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124570.125000 Penalty: 3561.692139
	Iteration 12Q: 3 clusters Score -124570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124574.414062 Penalty: 3561.692139
	Iteration 13Q: 3 clusters Score -124574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124575.382812 Penalty: 3561.692139
	Iteration 14Q: 3 clusters Score -124575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124575.382812 Penalty: 3561.692139
	Iteration 15F: 3 clusters Score -124575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (272313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272313 members 
Entering Unmasked Estep 
Score: -28921830.000000 Penalty: 3103.647461
	Iteration 0F: 2 clusters Score -2.892183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 136012 members 
Entering Unmasked Estep 
Score: -28745528.000000 Penalty: 6207.294922
	Iteration 0F: 3 clusters Score -2.874553e+07 nChanged 131649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -28825852.000000 Penalty: 6207.294922
	Iteration 1F: 3 clusters Score -2.882585e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -28831004.000000 Penalty: 6207.294922
	Iteration 2Q: 3 clusters Score -2.8831e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -28838436.000000 Penalty: 6207.294922
	Iteration 3F: 3 clusters Score -2.883844e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -28850032.000000 Penalty: 6207.294922
	Iteration 4F: 3 clusters Score -2.885003e+07 nChanged 20449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -28863752.000000 Penalty: 6207.294922
	Iteration 5F: 3 clusters Score -2.886375e+07 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -28878244.000000 Penalty: 6207.294922
	Iteration 6F: 3 clusters Score -2.887824e+07 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199979 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -28892078.000000 Penalty: 6207.294922
	Iteration 7F: 3 clusters Score -2.889208e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208953 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -28901298.000000 Penalty: 6207.294922
	Iteration 8Q: 3 clusters Score -2.89013e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215327 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -28905856.000000 Penalty: 6207.294922
	Iteration 9Q: 3 clusters Score -2.890586e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220378 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -28908200.000000 Penalty: 6207.294922
	Iteration 10Q: 3 clusters Score -2.89082e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224876 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -28909632.000000 Penalty: 6207.294922
	Iteration 11Q: 3 clusters Score -2.890963e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229231 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -28911248.000000 Penalty: 6207.294922
	Iteration 12Q: 3 clusters Score -2.891125e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233314 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -28912416.000000 Penalty: 6207.294922
	Iteration 13Q: 3 clusters Score -2.891242e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237176 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -28913670.000000 Penalty: 6207.294922
	Iteration 14Q: 3 clusters Score -2.891367e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240833 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -28914788.000000 Penalty: 6207.294922
	Iteration 15Q: 3 clusters Score -2.891479e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244206 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -28916028.000000 Penalty: 6207.294922
	Iteration 16Q: 3 clusters Score -2.891603e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247188 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -28916876.000000 Penalty: 6207.294922
	Iteration 17Q: 3 clusters Score -2.891688e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249916 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -28917654.000000 Penalty: 6207.294922
	Iteration 18Q: 3 clusters Score -2.891765e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252463 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -28918310.000000 Penalty: 6207.294922
	Iteration 19Q: 3 clusters Score -2.891831e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254599 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -28918944.000000 Penalty: 6207.294922
	Iteration 20F: 3 clusters Score -2.891894e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256487 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -28919628.000000 Penalty: 6207.294922
	Iteration 21Q: 3 clusters Score -2.891963e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258158 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -28920030.000000 Penalty: 6207.294922
	Iteration 22Q: 3 clusters Score -2.892003e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259531 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -28920440.000000 Penalty: 6207.294922
	Iteration 23Q: 3 clusters Score -2.892044e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260757 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -28920654.000000 Penalty: 6207.294922
	Iteration 24Q: 3 clusters Score -2.892065e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261822 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -28920796.000000 Penalty: 6207.294922
	Iteration 25Q: 3 clusters Score -2.89208e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262692 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -28920924.000000 Penalty: 6207.294922
	Iteration 26Q: 3 clusters Score -2.892092e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263439 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -28921072.000000 Penalty: 6207.294922
	Iteration 27Q: 3 clusters Score -2.892107e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264121 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -28921138.000000 Penalty: 6207.294922
	Iteration 28Q: 3 clusters Score -2.892114e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264689 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -28921326.000000 Penalty: 6207.294922
	Iteration 29Q: 3 clusters Score -2.892133e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265187 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -28921428.000000 Penalty: 6207.294922
	Iteration 30Q: 3 clusters Score -2.892143e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265621 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -28921404.000000 Penalty: 6207.294922
	Iteration 31Q: 3 clusters Score -2.89214e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265967 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -28921474.000000 Penalty: 6207.294922
	Iteration 32Q: 3 clusters Score -2.892147e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266246 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -28921504.000000 Penalty: 6207.294922
	Iteration 33Q: 3 clusters Score -2.89215e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266495 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -28921522.000000 Penalty: 6207.294922
	Iteration 34Q: 3 clusters Score -2.892152e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266700 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -28921560.000000 Penalty: 6207.294922
	Iteration 35Q: 3 clusters Score -2.892156e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266877 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -28921546.000000 Penalty: 6207.294922
	Iteration 36Q: 3 clusters Score -2.892155e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267023 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -28921574.000000 Penalty: 6207.294922
	Iteration 37Q: 3 clusters Score -2.892157e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267151 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -28921576.000000 Penalty: 6207.294922
	Iteration 38Q: 3 clusters Score -2.892158e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267267 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -28921530.000000 Penalty: 6207.294922
	Iteration 39Q: 3 clusters Score -2.892153e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267363 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -28921574.000000 Penalty: 6207.294922
	Iteration 40F: 3 clusters Score -2.892157e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267443 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -28921594.000000 Penalty: 6207.294922
	Iteration 41Q: 3 clusters Score -2.892159e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267527 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -28921576.000000 Penalty: 6207.294922
	Iteration 42Q: 3 clusters Score -2.892158e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267607 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -28921578.000000 Penalty: 6207.294922
	Iteration 43Q: 3 clusters Score -2.892158e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267664 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -28921546.000000 Penalty: 6207.294922
	Iteration 44Q: 3 clusters Score -2.892155e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267719 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -28921518.000000 Penalty: 6207.294922
	Iteration 45Q: 3 clusters Score -2.892152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267768 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -28921516.000000 Penalty: 6207.294922
	Iteration 46Q: 3 clusters Score -2.892152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267806 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -28921468.000000 Penalty: 6207.294922
	Iteration 47Q: 3 clusters Score -2.892147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267837 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -28921462.000000 Penalty: 6207.294922
	Iteration 48Q: 3 clusters Score -2.892146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267867 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -28921456.000000 Penalty: 6207.294922
	Iteration 49Q: 3 clusters Score -2.892146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267891 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -28921432.000000 Penalty: 6207.294922
	Iteration 50Q: 3 clusters Score -2.892143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267911 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -28921398.000000 Penalty: 6207.294922
	Iteration 51Q: 3 clusters Score -2.89214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267928 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -28921406.000000 Penalty: 6207.294922
	Iteration 52Q: 3 clusters Score -2.892141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267955 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -28921400.000000 Penalty: 6207.294922
	Iteration 53Q: 3 clusters Score -2.89214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267981 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -28921422.000000 Penalty: 6207.294922
	Iteration 54Q: 3 clusters Score -2.892142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268008 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -28921420.000000 Penalty: 6207.294922
	Iteration 55Q: 3 clusters Score -2.892142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268035 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -28921426.000000 Penalty: 6207.294922
	Iteration 56Q: 3 clusters Score -2.892143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268064 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -28921420.000000 Penalty: 6207.294922
	Iteration 57Q: 3 clusters Score -2.892142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268094 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -28921390.000000 Penalty: 6207.294922
	Iteration 58Q: 3 clusters Score -2.892139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268127 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -28921394.000000 Penalty: 6207.294922
	Iteration 59Q: 3 clusters Score -2.892139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268159 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -28921400.000000 Penalty: 6207.294922
	Iteration 60F: 3 clusters Score -2.89214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268185 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -28921430.000000 Penalty: 6207.294922
	Iteration 61Q: 3 clusters Score -2.892143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268207 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -28921462.000000 Penalty: 6207.294922
	Iteration 62Q: 3 clusters Score -2.892146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268227 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -28921502.000000 Penalty: 6207.294922
	Iteration 63Q: 3 clusters Score -2.89215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268248 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -28921504.000000 Penalty: 6207.294922
	Iteration 64Q: 3 clusters Score -2.89215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268262 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -28921468.000000 Penalty: 6207.294922
	Iteration 65Q: 3 clusters Score -2.892147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268271 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -28921494.000000 Penalty: 6207.294922
	Iteration 66Q: 3 clusters Score -2.892149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268278 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -28921496.000000 Penalty: 6207.294922
	Iteration 67Q: 3 clusters Score -2.89215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268283 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -28921474.000000 Penalty: 6207.294922
	Iteration 68Q: 3 clusters Score -2.892147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268295 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -28921482.000000 Penalty: 6207.294922
	Iteration 69Q: 3 clusters Score -2.892148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268304 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -28921478.000000 Penalty: 6207.294922
	Iteration 70Q: 3 clusters Score -2.892148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268311 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -28921484.000000 Penalty: 6207.294922
	Iteration 71Q: 3 clusters Score -2.892148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268319 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -28921512.000000 Penalty: 6207.294922
	Iteration 72Q: 3 clusters Score -2.892151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268327 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -28921506.000000 Penalty: 6207.294922
	Iteration 73Q: 3 clusters Score -2.892151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268333 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -28921502.000000 Penalty: 6207.294922
	Iteration 74Q: 3 clusters Score -2.89215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268343 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -28921508.000000 Penalty: 6207.294922
	Iteration 75Q: 3 clusters Score -2.892151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268352 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -28921500.000000 Penalty: 6207.294922
	Iteration 76Q: 3 clusters Score -2.89215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268358 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -28921512.000000 Penalty: 6207.294922
	Iteration 77Q: 3 clusters Score -2.892151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268367 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -28921512.000000 Penalty: 6207.294922
	Iteration 78Q: 3 clusters Score -2.892151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268373 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -28921508.000000 Penalty: 6207.294922
	Iteration 79Q: 3 clusters Score -2.892151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268377 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -28921500.000000 Penalty: 6207.294922
	Iteration 80F: 3 clusters Score -2.89215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268383 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -28921494.000000 Penalty: 6207.294922
	Iteration 81Q: 3 clusters Score -2.892149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268387 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -28921492.000000 Penalty: 6207.294922
	Iteration 82Q: 3 clusters Score -2.892149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268391 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -28921502.000000 Penalty: 6207.294922
	Iteration 83Q: 3 clusters Score -2.89215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268398 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -28921520.000000 Penalty: 6207.294922
	Iteration 84Q: 3 clusters Score -2.892152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268405 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -28921514.000000 Penalty: 6207.294922
	Iteration 85Q: 3 clusters Score -2.892151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268409 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -28921514.000000 Penalty: 6207.294922
	Iteration 86Q: 3 clusters Score -2.892151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268413 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -28921504.000000 Penalty: 6207.294922
	Iteration 87Q: 3 clusters Score -2.89215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268419 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -28921490.000000 Penalty: 6207.294922
	Iteration 88Q: 3 clusters Score -2.892149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268426 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -28921500.000000 Penalty: 6207.294922
	Iteration 89Q: 3 clusters Score -2.89215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268435 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -28921534.000000 Penalty: 6207.294922
	Iteration 90Q: 3 clusters Score -2.892153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268438 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -28921538.000000 Penalty: 6207.294922
	Iteration 91Q: 3 clusters Score -2.892154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268439 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -28921550.000000 Penalty: 6207.294922
	Iteration 92Q: 3 clusters Score -2.892155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268441 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -28921536.000000 Penalty: 6207.294922
	Iteration 93Q: 3 clusters Score -2.892154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268442 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -28921534.000000 Penalty: 6207.294922
	Iteration 94Q: 3 clusters Score -2.892153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268444 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -28921534.000000 Penalty: 6207.294922
	Iteration 95Q: 3 clusters Score -2.892153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268445 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -28921520.000000 Penalty: 6207.294922
	Iteration 96Q: 3 clusters Score -2.892152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268446 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -28921520.000000 Penalty: 6207.294922
	Iteration 97Q: 3 clusters Score -2.892152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268446 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -28921520.000000 Penalty: 6207.294922
	Iteration 98F: 3 clusters Score -2.892152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -641695.312500 Penalty: 2150.223877
	Iteration 0F: 2 clusters Score -641695.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -636634.500000 Penalty: 4300.447754
	Iteration 0F: 3 clusters Score -636634.5 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -637841.500000 Penalty: 4300.447754
	Iteration 1F: 3 clusters Score -637841.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -638074.500000 Penalty: 4300.447754
	Iteration 2F: 3 clusters Score -638074.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -638216.562500 Penalty: 4300.447754
	Iteration 3F: 3 clusters Score -638216.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -638304.875000 Penalty: 4300.447754
	Iteration 4Q: 3 clusters Score -638304.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -638392.625000 Penalty: 4300.447754
	Iteration 5Q: 3 clusters Score -638392.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -638473.062500 Penalty: 4300.447754
	Iteration 6Q: 3 clusters Score -638473.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -638556.875000 Penalty: 4300.447754
	Iteration 7Q: 3 clusters Score -638556.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -638643.312500 Penalty: 4300.447754
	Iteration 8Q: 3 clusters Score -638643.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -638735.125000 Penalty: 4300.447754
	Iteration 9Q: 3 clusters Score -638735.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -638825.750000 Penalty: 4300.447754
	Iteration 10Q: 3 clusters Score -638825.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -638924.187500 Penalty: 4300.447754
	Iteration 11Q: 3 clusters Score -638924.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -639015.812500 Penalty: 4300.447754
	Iteration 12Q: 3 clusters Score -639015.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -639104.625000 Penalty: 4300.447754
	Iteration 13Q: 3 clusters Score -639104.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -639193.500000 Penalty: 4300.447754
	Iteration 14Q: 3 clusters Score -639193.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -639283.062500 Penalty: 4300.447754
	Iteration 15Q: 3 clusters Score -639283.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -639367.000000 Penalty: 4300.447754
	Iteration 16Q: 3 clusters Score -639367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -639442.562500 Penalty: 4300.447754
	Iteration 17Q: 3 clusters Score -639442.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -639505.812500 Penalty: 4300.447754
	Iteration 18Q: 3 clusters Score -639505.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -639571.062500 Penalty: 4300.447754
	Iteration 19Q: 3 clusters Score -639571.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -639633.250000 Penalty: 4300.447754
	Iteration 20F: 3 clusters Score -639633.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -639682.500000 Penalty: 4300.447754
	Iteration 21Q: 3 clusters Score -639682.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -639723.875000 Penalty: 4300.447754
	Iteration 22Q: 3 clusters Score -639723.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -639747.000000 Penalty: 4300.447754
	Iteration 23Q: 3 clusters Score -639747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -639770.500000 Penalty: 4300.447754
	Iteration 24Q: 3 clusters Score -639770.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -639789.062500 Penalty: 4300.447754
	Iteration 25Q: 3 clusters Score -639789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -639797.562500 Penalty: 4300.447754
	Iteration 26Q: 3 clusters Score -639797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -639800.062500 Penalty: 4300.447754
	Iteration 27Q: 3 clusters Score -639800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -639805.187500 Penalty: 4300.447754
	Iteration 28Q: 3 clusters Score -639805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -639806.187500 Penalty: 4300.447754
	Iteration 29Q: 3 clusters Score -639806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -639810.437500 Penalty: 4300.447754
	Iteration 30Q: 3 clusters Score -639810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -639814.250000 Penalty: 4300.447754
	Iteration 31Q: 3 clusters Score -639814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -639816.562500 Penalty: 4300.447754
	Iteration 32Q: 3 clusters Score -639816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -639820.312500 Penalty: 4300.447754
	Iteration 33Q: 3 clusters Score -639820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -639822.625000 Penalty: 4300.447754
	Iteration 34Q: 3 clusters Score -639822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -639823.812500 Penalty: 4300.447754
	Iteration 35Q: 3 clusters Score -639823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -639824.812500 Penalty: 4300.447754
	Iteration 36Q: 3 clusters Score -639824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -639824.812500 Penalty: 4300.447754
	Iteration 37F: 3 clusters Score -639824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Entering Unmasked Estep 
Score: -4695241.500000 Penalty: 2649.377197
	Iteration 0F: 2 clusters Score -4695242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4665856.500000 Penalty: 5298.754395
	Iteration 0F: 3 clusters Score -4665856 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4677085.500000 Penalty: 5298.754395
	Iteration 1F: 3 clusters Score -4677086 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4677842.500000 Penalty: 5298.754395
	Iteration 2Q: 3 clusters Score -4677842 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4678720.500000 Penalty: 5298.754395
	Iteration 3Q: 3 clusters Score -4678720 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4679791.000000 Penalty: 5298.754395
	Iteration 4F: 3 clusters Score -4679791 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4681319.000000 Penalty: 5298.754395
	Iteration 5F: 3 clusters Score -4681319 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4683473.500000 Penalty: 5298.754395
	Iteration 6F: 3 clusters Score -4683474 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4686119.000000 Penalty: 5298.754395
	Iteration 7F: 3 clusters Score -4686119 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4688695.000000 Penalty: 5298.754395
	Iteration 8F: 3 clusters Score -4688695 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4690623.500000 Penalty: 5298.754395
	Iteration 9F: 3 clusters Score -4690624 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4691786.500000 Penalty: 5298.754395
	Iteration 10Q: 3 clusters Score -4691786 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -4692580.000000 Penalty: 5298.754395
	Iteration 11Q: 3 clusters Score -4692580 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4692992.000000 Penalty: 5298.754395
	Iteration 12Q: 3 clusters Score -4692992 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4693232.500000 Penalty: 5298.754395
	Iteration 13Q: 3 clusters Score -4693232 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4693382.000000 Penalty: 5298.754395
	Iteration 14Q: 3 clusters Score -4693382 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -4693488.500000 Penalty: 5298.754395
	Iteration 15Q: 3 clusters Score -4693488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -4693557.000000 Penalty: 5298.754395
	Iteration 16Q: 3 clusters Score -4693557 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -4693634.500000 Penalty: 5298.754395
	Iteration 17Q: 3 clusters Score -4693634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -4693655.500000 Penalty: 5298.754395
	Iteration 18Q: 3 clusters Score -4693656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -4693689.000000 Penalty: 5298.754395
	Iteration 19Q: 3 clusters Score -4693689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4693701.000000 Penalty: 5298.754395
	Iteration 20F: 3 clusters Score -4693701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -4693731.500000 Penalty: 5298.754395
	Iteration 21Q: 3 clusters Score -4693732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -4693738.500000 Penalty: 5298.754395
	Iteration 22Q: 3 clusters Score -4693738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -4693742.000000 Penalty: 5298.754395
	Iteration 23Q: 3 clusters Score -4693742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -4693748.500000 Penalty: 5298.754395
	Iteration 24Q: 3 clusters Score -4693748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -4693752.500000 Penalty: 5298.754395
	Iteration 25Q: 3 clusters Score -4693752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -4693753.000000 Penalty: 5298.754395
	Iteration 26Q: 3 clusters Score -4693753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -4693755.000000 Penalty: 5298.754395
	Iteration 27Q: 3 clusters Score -4693755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -4693756.000000 Penalty: 5298.754395
	Iteration 28Q: 3 clusters Score -4693756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -4693756.000000 Penalty: 5298.754395
	Iteration 29Q: 3 clusters Score -4693756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -4693756.000000 Penalty: 5298.754395
	Iteration 30F: 3 clusters Score -4693756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -208419.781250 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -208419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -205855.796875 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -205855.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -207422.750000 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -207422.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208995.734375 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -208995.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -210499.593750 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -210499.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -212287.015625 Penalty: 3812.108887
	Iteration 4F: 3 clusters Score -212287 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -214416.515625 Penalty: 3812.108887
	Iteration 5F: 3 clusters Score -214416.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -215052.093750 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -215052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -215054.984375 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -215055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -215056.937500 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -215056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -215056.937500 Penalty: 3812.108887
	Iteration 9F: 3 clusters Score -215056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 272313 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 79193 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 51921 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 451374 members 
Mstep: Class 18 contains 207965 members 
Mstep: Class 19 contains 275339 members 
Mstep: Class 20 contains 5658 members 
Entering Unmasked Estep 
Score: -158264304.000000 Penalty: 67085.992188
Splitting cluster 5 changes total score from -158258720.000000 to -158264304.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (31117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Entering Unmasked Estep 
Score: -3356778.750000 Penalty: 2565.686279
	Iteration 0F: 2 clusters Score -3356779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3335551.750000 Penalty: 5131.372559
	Iteration 0F: 3 clusters Score -3335552 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3343303.000000 Penalty: 5131.372559
	Iteration 1F: 3 clusters Score -3343303 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3343797.250000 Penalty: 5131.372559
	Iteration 2Q: 3 clusters Score -3343797 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3344322.500000 Penalty: 5131.372559
	Iteration 3Q: 3 clusters Score -3344322 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3344862.750000 Penalty: 5131.372559
	Iteration 4Q: 3 clusters Score -3344863 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3345479.000000 Penalty: 5131.372559
	Iteration 5Q: 3 clusters Score -3345479 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3346242.250000 Penalty: 5131.372559
	Iteration 6F: 3 clusters Score -3346242 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3347248.750000 Penalty: 5131.372559
	Iteration 7F: 3 clusters Score -3347249 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3348586.000000 Penalty: 5131.372559
	Iteration 8F: 3 clusters Score -3348586 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3350277.750000 Penalty: 5131.372559
	Iteration 9F: 3 clusters Score -3350278 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3351996.750000 Penalty: 5131.372559
	Iteration 10F: 3 clusters Score -3351997 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3353139.000000 Penalty: 5131.372559
	Iteration 11Q: 3 clusters Score -3353139 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3353736.500000 Penalty: 5131.372559
	Iteration 12Q: 3 clusters Score -3353736 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3354023.500000 Penalty: 5131.372559
	Iteration 13Q: 3 clusters Score -3354024 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3354188.750000 Penalty: 5131.372559
	Iteration 14Q: 3 clusters Score -3354189 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3354295.500000 Penalty: 5131.372559
	Iteration 15Q: 3 clusters Score -3354296 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3354357.250000 Penalty: 5131.372559
	Iteration 16Q: 3 clusters Score -3354357 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3354399.750000 Penalty: 5131.372559
	Iteration 17Q: 3 clusters Score -3354400 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3354430.500000 Penalty: 5131.372559
	Iteration 18Q: 3 clusters Score -3354430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3354462.250000 Penalty: 5131.372559
	Iteration 19Q: 3 clusters Score -3354462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3354497.500000 Penalty: 5131.372559
	Iteration 20F: 3 clusters Score -3354498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3354518.000000 Penalty: 5131.372559
	Iteration 21Q: 3 clusters Score -3354518 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3354553.500000 Penalty: 5131.372559
	Iteration 22Q: 3 clusters Score -3354554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3354582.500000 Penalty: 5131.372559
	Iteration 23Q: 3 clusters Score -3354582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3354607.500000 Penalty: 5131.372559
	Iteration 24Q: 3 clusters Score -3354608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3354614.000000 Penalty: 5131.372559
	Iteration 25Q: 3 clusters Score -3354614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3354630.500000 Penalty: 5131.372559
	Iteration 26Q: 3 clusters Score -3354630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3354637.750000 Penalty: 5131.372559
	Iteration 27Q: 3 clusters Score -3354638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3354645.500000 Penalty: 5131.372559
	Iteration 28Q: 3 clusters Score -3354646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3354667.000000 Penalty: 5131.372559
	Iteration 29Q: 3 clusters Score -3354667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3354677.250000 Penalty: 5131.372559
	Iteration 30Q: 3 clusters Score -3354677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3354678.000000 Penalty: 5131.372559
	Iteration 31Q: 3 clusters Score -3354678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3354680.500000 Penalty: 5131.372559
	Iteration 32Q: 3 clusters Score -3354680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3354681.250000 Penalty: 5131.372559
	Iteration 33Q: 3 clusters Score -3354681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3354683.250000 Penalty: 5131.372559
	Iteration 34Q: 3 clusters Score -3354683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3354691.750000 Penalty: 5131.372559
	Iteration 35Q: 3 clusters Score -3354692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3354699.000000 Penalty: 5131.372559
	Iteration 36Q: 3 clusters Score -3354699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3354696.250000 Penalty: 5131.372559
	Iteration 37Q: 3 clusters Score -3354696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3354697.250000 Penalty: 5131.372559
	Iteration 38Q: 3 clusters Score -3354697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3354705.500000 Penalty: 5131.372559
	Iteration 39Q: 3 clusters Score -3354706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3354706.000000 Penalty: 5131.372559
	Iteration 40F: 3 clusters Score -3354706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3354718.250000 Penalty: 5131.372559
	Iteration 41Q: 3 clusters Score -3354718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3354720.250000 Penalty: 5131.372559
	Iteration 42Q: 3 clusters Score -3354720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3354724.250000 Penalty: 5131.372559
	Iteration 43Q: 3 clusters Score -3354724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3354720.250000 Penalty: 5131.372559
	Iteration 44Q: 3 clusters Score -3354720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3354728.000000 Penalty: 5131.372559
	Iteration 45Q: 3 clusters Score -3354728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3354733.500000 Penalty: 5131.372559
	Iteration 46Q: 3 clusters Score -3354734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3354736.750000 Penalty: 5131.372559
	Iteration 47Q: 3 clusters Score -3354737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3354737.500000 Penalty: 5131.372559
	Iteration 48Q: 3 clusters Score -3354738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3354734.000000 Penalty: 5131.372559
	Iteration 49Q: 3 clusters Score -3354734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3354737.500000 Penalty: 5131.372559
	Iteration 50Q: 3 clusters Score -3354738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3354735.500000 Penalty: 5131.372559
	Iteration 51Q: 3 clusters Score -3354736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3354742.250000 Penalty: 5131.372559
	Iteration 52Q: 3 clusters Score -3354742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3354743.500000 Penalty: 5131.372559
	Iteration 53Q: 3 clusters Score -3354744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3354743.250000 Penalty: 5131.372559
	Iteration 54Q: 3 clusters Score -3354743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3354743.500000 Penalty: 5131.372559
	Iteration 55Q: 3 clusters Score -3354744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3354751.250000 Penalty: 5131.372559
	Iteration 56Q: 3 clusters Score -3354751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3354747.500000 Penalty: 5131.372559
	Iteration 57Q: 3 clusters Score -3354748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3354744.000000 Penalty: 5131.372559
	Iteration 58Q: 3 clusters Score -3354744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3354743.500000 Penalty: 5131.372559
	Iteration 59Q: 3 clusters Score -3354744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3354745.750000 Penalty: 5131.372559
	Iteration 60F: 3 clusters Score -3354746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3354752.250000 Penalty: 5131.372559
	Iteration 61Q: 3 clusters Score -3354752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3354750.000000 Penalty: 5131.372559
	Iteration 62Q: 3 clusters Score -3354750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3354747.500000 Penalty: 5131.372559
	Iteration 63Q: 3 clusters Score -3354748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3354754.000000 Penalty: 5131.372559
	Iteration 64Q: 3 clusters Score -3354754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3354759.000000 Penalty: 5131.372559
	Iteration 65Q: 3 clusters Score -3354759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3354765.250000 Penalty: 5131.372559
	Iteration 66Q: 3 clusters Score -3354765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3354761.500000 Penalty: 5131.372559
	Iteration 67Q: 3 clusters Score -3354762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3354767.000000 Penalty: 5131.372559
	Iteration 68Q: 3 clusters Score -3354767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3354764.250000 Penalty: 5131.372559
	Iteration 69Q: 3 clusters Score -3354764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3354770.750000 Penalty: 5131.372559
	Iteration 70Q: 3 clusters Score -3354771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3354769.500000 Penalty: 5131.372559
	Iteration 71Q: 3 clusters Score -3354770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3354779.250000 Penalty: 5131.372559
	Iteration 72Q: 3 clusters Score -3354779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3354776.750000 Penalty: 5131.372559
	Iteration 73Q: 3 clusters Score -3354777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3354773.000000 Penalty: 5131.372559
	Iteration 74Q: 3 clusters Score -3354773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3354780.500000 Penalty: 5131.372559
	Iteration 75Q: 3 clusters Score -3354780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3354780.500000 Penalty: 5131.372559
	Iteration 76Q: 3 clusters Score -3354780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3354777.000000 Penalty: 5131.372559
	Iteration 77Q: 3 clusters Score -3354777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3354779.250000 Penalty: 5131.372559
	Iteration 78Q: 3 clusters Score -3354779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3354779.250000 Penalty: 5131.372559
	Iteration 79F: 3 clusters Score -3354779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Entering Unmasked Estep 
Score: -3804033.750000 Penalty: 2595.175293
	Iteration 0F: 2 clusters Score -3804034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3780129.500000 Penalty: 5190.350586
	Iteration 0F: 3 clusters Score -3780130 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3788986.750000 Penalty: 5190.350586
	Iteration 1F: 3 clusters Score -3788987 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3789426.000000 Penalty: 5190.350586
	Iteration 2Q: 3 clusters Score -3789426 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3789784.500000 Penalty: 5190.350586
	Iteration 3Q: 3 clusters Score -3789784 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3790081.750000 Penalty: 5190.350586
	Iteration 4Q: 3 clusters Score -3790082 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3790378.500000 Penalty: 5190.350586
	Iteration 5Q: 3 clusters Score -3790378 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3790674.750000 Penalty: 5190.350586
	Iteration 6Q: 3 clusters Score -3790675 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3790972.750000 Penalty: 5190.350586
	Iteration 7Q: 3 clusters Score -3790973 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3791318.000000 Penalty: 5190.350586
	Iteration 8Q: 3 clusters Score -3791318 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3791763.500000 Penalty: 5190.350586
	Iteration 9Q: 3 clusters Score -3791764 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3792334.750000 Penalty: 5190.350586
	Iteration 10Q: 3 clusters Score -3792335 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3793095.250000 Penalty: 5190.350586
	Iteration 11Q: 3 clusters Score -3793095 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3794072.000000 Penalty: 5190.350586
	Iteration 12Q: 3 clusters Score -3794072 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3795149.250000 Penalty: 5190.350586
	Iteration 13Q: 3 clusters Score -3795149 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3796192.250000 Penalty: 5190.350586
	Iteration 14Q: 3 clusters Score -3796192 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3796992.250000 Penalty: 5190.350586
	Iteration 15Q: 3 clusters Score -3796992 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3797536.500000 Penalty: 5190.350586
	Iteration 16Q: 3 clusters Score -3797536 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3797916.750000 Penalty: 5190.350586
	Iteration 17Q: 3 clusters Score -3797917 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3798212.500000 Penalty: 5190.350586
	Iteration 18Q: 3 clusters Score -3798212 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3798502.250000 Penalty: 5190.350586
	Iteration 19Q: 3 clusters Score -3798502 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3798780.500000 Penalty: 5190.350586
	Iteration 20F: 3 clusters Score -3798780 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3799033.000000 Penalty: 5190.350586
	Iteration 21Q: 3 clusters Score -3799033 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3799314.250000 Penalty: 5190.350586
	Iteration 22Q: 3 clusters Score -3799314 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3799617.000000 Penalty: 5190.350586
	Iteration 23Q: 3 clusters Score -3799617 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3799938.250000 Penalty: 5190.350586
	Iteration 24Q: 3 clusters Score -3799938 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3800201.000000 Penalty: 5190.350586
	Iteration 25Q: 3 clusters Score -3800201 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3800429.250000 Penalty: 5190.350586
	Iteration 26Q: 3 clusters Score -3800429 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3800624.750000 Penalty: 5190.350586
	Iteration 27Q: 3 clusters Score -3800625 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3800795.750000 Penalty: 5190.350586
	Iteration 28Q: 3 clusters Score -3800796 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3800932.250000 Penalty: 5190.350586
	Iteration 29Q: 3 clusters Score -3800932 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3801029.000000 Penalty: 5190.350586
	Iteration 30Q: 3 clusters Score -3801029 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3801094.500000 Penalty: 5190.350586
	Iteration 31Q: 3 clusters Score -3801094 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3801158.750000 Penalty: 5190.350586
	Iteration 32Q: 3 clusters Score -3801159 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3801209.500000 Penalty: 5190.350586
	Iteration 33Q: 3 clusters Score -3801210 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3801276.500000 Penalty: 5190.350586
	Iteration 34Q: 3 clusters Score -3801276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3801320.250000 Penalty: 5190.350586
	Iteration 35Q: 3 clusters Score -3801320 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3801361.000000 Penalty: 5190.350586
	Iteration 36Q: 3 clusters Score -3801361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3801400.250000 Penalty: 5190.350586
	Iteration 37Q: 3 clusters Score -3801400 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3801445.750000 Penalty: 5190.350586
	Iteration 38Q: 3 clusters Score -3801446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3801476.000000 Penalty: 5190.350586
	Iteration 39Q: 3 clusters Score -3801476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3801512.500000 Penalty: 5190.350586
	Iteration 40F: 3 clusters Score -3801512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3801541.750000 Penalty: 5190.350586
	Iteration 41Q: 3 clusters Score -3801542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3801565.000000 Penalty: 5190.350586
	Iteration 42Q: 3 clusters Score -3801565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3801582.000000 Penalty: 5190.350586
	Iteration 43Q: 3 clusters Score -3801582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3801623.250000 Penalty: 5190.350586
	Iteration 44Q: 3 clusters Score -3801623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3801645.500000 Penalty: 5190.350586
	Iteration 45Q: 3 clusters Score -3801646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3801663.750000 Penalty: 5190.350586
	Iteration 46Q: 3 clusters Score -3801664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -3801681.500000 Penalty: 5190.350586
	Iteration 47Q: 3 clusters Score -3801682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -3801692.000000 Penalty: 5190.350586
	Iteration 48Q: 3 clusters Score -3801692 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3801702.000000 Penalty: 5190.350586
	Iteration 49Q: 3 clusters Score -3801702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3801727.000000 Penalty: 5190.350586
	Iteration 50Q: 3 clusters Score -3801727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -3801729.000000 Penalty: 5190.350586
	Iteration 51Q: 3 clusters Score -3801729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -3801738.750000 Penalty: 5190.350586
	Iteration 52Q: 3 clusters Score -3801739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -3801749.500000 Penalty: 5190.350586
	Iteration 53Q: 3 clusters Score -3801750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3801762.250000 Penalty: 5190.350586
	Iteration 54Q: 3 clusters Score -3801762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3801764.500000 Penalty: 5190.350586
	Iteration 55Q: 3 clusters Score -3801764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -3801776.250000 Penalty: 5190.350586
	Iteration 56Q: 3 clusters Score -3801776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3801789.250000 Penalty: 5190.350586
	Iteration 57Q: 3 clusters Score -3801789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3801801.250000 Penalty: 5190.350586
	Iteration 58Q: 3 clusters Score -3801801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3801798.000000 Penalty: 5190.350586
	Iteration 59Q: 3 clusters Score -3801798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3801803.750000 Penalty: 5190.350586
	Iteration 60F: 3 clusters Score -3801804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3801805.750000 Penalty: 5190.350586
	Iteration 61Q: 3 clusters Score -3801806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -3801814.250000 Penalty: 5190.350586
	Iteration 62Q: 3 clusters Score -3801814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -3801815.750000 Penalty: 5190.350586
	Iteration 63Q: 3 clusters Score -3801816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3801809.750000 Penalty: 5190.350586
	Iteration 64Q: 3 clusters Score -3801810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -3801817.500000 Penalty: 5190.350586
	Iteration 65Q: 3 clusters Score -3801818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3801835.500000 Penalty: 5190.350586
	Iteration 66Q: 3 clusters Score -3801836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -3801828.000000 Penalty: 5190.350586
	Iteration 67Q: 3 clusters Score -3801828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3801834.750000 Penalty: 5190.350586
	Iteration 68Q: 3 clusters Score -3801835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3801838.500000 Penalty: 5190.350586
	Iteration 69Q: 3 clusters Score -3801838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3801847.750000 Penalty: 5190.350586
	Iteration 70Q: 3 clusters Score -3801848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3801840.000000 Penalty: 5190.350586
	Iteration 71Q: 3 clusters Score -3801840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -3801848.500000 Penalty: 5190.350586
	Iteration 72Q: 3 clusters Score -3801848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3801849.500000 Penalty: 5190.350586
	Iteration 73Q: 3 clusters Score -3801850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -3801857.250000 Penalty: 5190.350586
	Iteration 74Q: 3 clusters Score -3801857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3801857.250000 Penalty: 5190.350586
	Iteration 75Q: 3 clusters Score -3801857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -3801860.500000 Penalty: 5190.350586
	Iteration 76Q: 3 clusters Score -3801860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3801856.750000 Penalty: 5190.350586
	Iteration 77Q: 3 clusters Score -3801857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3801864.250000 Penalty: 5190.350586
	Iteration 78Q: 3 clusters Score -3801864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3801861.250000 Penalty: 5190.350586
	Iteration 79Q: 3 clusters Score -3801861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3801857.500000 Penalty: 5190.350586
	Iteration 80F: 3 clusters Score -3801858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3801860.750000 Penalty: 5190.350586
	Iteration 81Q: 3 clusters Score -3801861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3801861.250000 Penalty: 5190.350586
	Iteration 82Q: 3 clusters Score -3801861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3801861.750000 Penalty: 5190.350586
	Iteration 83Q: 3 clusters Score -3801862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3801861.250000 Penalty: 5190.350586
	Iteration 84Q: 3 clusters Score -3801861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3801861.250000 Penalty: 5190.350586
	Iteration 85F: 3 clusters Score -3801861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -390001.062500 Penalty: 2037.857910
	Iteration 0F: 2 clusters Score -390001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -386250.312500 Penalty: 4075.715820
	Iteration 0F: 3 clusters Score -386250.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -387098.156250 Penalty: 4075.715820
	Iteration 1F: 3 clusters Score -387098.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -387283.968750 Penalty: 4075.715820
	Iteration 2F: 3 clusters Score -387284 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -387389.000000 Penalty: 4075.715820
	Iteration 3Q: 3 clusters Score -387389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -387450.281250 Penalty: 4075.715820
	Iteration 4Q: 3 clusters Score -387450.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -387503.500000 Penalty: 4075.715820
	Iteration 5Q: 3 clusters Score -387503.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -387549.843750 Penalty: 4075.715820
	Iteration 6Q: 3 clusters Score -387549.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -387582.500000 Penalty: 4075.715820
	Iteration 7Q: 3 clusters Score -387582.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -387604.468750 Penalty: 4075.715820
	Iteration 8Q: 3 clusters Score -387604.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -387626.906250 Penalty: 4075.715820
	Iteration 9Q: 3 clusters Score -387626.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -387639.843750 Penalty: 4075.715820
	Iteration 10Q: 3 clusters Score -387639.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -387650.437500 Penalty: 4075.715820
	Iteration 11Q: 3 clusters Score -387650.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -387657.906250 Penalty: 4075.715820
	Iteration 12Q: 3 clusters Score -387657.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -387664.968750 Penalty: 4075.715820
	Iteration 13Q: 3 clusters Score -387665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -387671.875000 Penalty: 4075.715820
	Iteration 14Q: 3 clusters Score -387671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -387677.312500 Penalty: 4075.715820
	Iteration 15Q: 3 clusters Score -387677.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -387683.781250 Penalty: 4075.715820
	Iteration 16Q: 3 clusters Score -387683.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -387692.125000 Penalty: 4075.715820
	Iteration 17Q: 3 clusters Score -387692.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -387700.750000 Penalty: 4075.715820
	Iteration 18Q: 3 clusters Score -387700.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -387713.281250 Penalty: 4075.715820
	Iteration 19Q: 3 clusters Score -387713.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -387728.500000 Penalty: 4075.715820
	Iteration 20F: 3 clusters Score -387728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -387746.312500 Penalty: 4075.715820
	Iteration 21Q: 3 clusters Score -387746.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -387770.062500 Penalty: 4075.715820
	Iteration 22Q: 3 clusters Score -387770.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -387783.406250 Penalty: 4075.715820
	Iteration 23Q: 3 clusters Score -387783.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -387794.343750 Penalty: 4075.715820
	Iteration 24Q: 3 clusters Score -387794.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -387806.406250 Penalty: 4075.715820
	Iteration 25Q: 3 clusters Score -387806.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -387817.937500 Penalty: 4075.715820
	Iteration 26Q: 3 clusters Score -387817.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -387826.656250 Penalty: 4075.715820
	Iteration 27Q: 3 clusters Score -387826.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -387835.437500 Penalty: 4075.715820
	Iteration 28Q: 3 clusters Score -387835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -387842.718750 Penalty: 4075.715820
	Iteration 29Q: 3 clusters Score -387842.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -387848.906250 Penalty: 4075.715820
	Iteration 30Q: 3 clusters Score -387848.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -387856.406250 Penalty: 4075.715820
	Iteration 31Q: 3 clusters Score -387856.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -387867.718750 Penalty: 4075.715820
	Iteration 32Q: 3 clusters Score -387867.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -387878.812500 Penalty: 4075.715820
	Iteration 33Q: 3 clusters Score -387878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -387886.375000 Penalty: 4075.715820
	Iteration 34Q: 3 clusters Score -387886.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -387901.812500 Penalty: 4075.715820
	Iteration 35Q: 3 clusters Score -387901.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -387917.218750 Penalty: 4075.715820
	Iteration 36Q: 3 clusters Score -387917.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -387930.062500 Penalty: 4075.715820
	Iteration 37Q: 3 clusters Score -387930.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -387943.500000 Penalty: 4075.715820
	Iteration 38Q: 3 clusters Score -387943.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -387956.937500 Penalty: 4075.715820
	Iteration 39Q: 3 clusters Score -387956.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -387967.937500 Penalty: 4075.715820
	Iteration 40F: 3 clusters Score -387967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -387979.593750 Penalty: 4075.715820
	Iteration 41Q: 3 clusters Score -387979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -387987.625000 Penalty: 4075.715820
	Iteration 42Q: 3 clusters Score -387987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -387996.687500 Penalty: 4075.715820
	Iteration 43Q: 3 clusters Score -387996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -388007.312500 Penalty: 4075.715820
	Iteration 44Q: 3 clusters Score -388007.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -388014.093750 Penalty: 4075.715820
	Iteration 45Q: 3 clusters Score -388014.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -388024.343750 Penalty: 4075.715820
	Iteration 46Q: 3 clusters Score -388024.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -388031.781250 Penalty: 4075.715820
	Iteration 47Q: 3 clusters Score -388031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -388039.031250 Penalty: 4075.715820
	Iteration 48Q: 3 clusters Score -388039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -388043.593750 Penalty: 4075.715820
	Iteration 49Q: 3 clusters Score -388043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -388045.781250 Penalty: 4075.715820
	Iteration 50Q: 3 clusters Score -388045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -388050.281250 Penalty: 4075.715820
	Iteration 51Q: 3 clusters Score -388050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -388053.656250 Penalty: 4075.715820
	Iteration 52Q: 3 clusters Score -388053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -388060.968750 Penalty: 4075.715820
	Iteration 53Q: 3 clusters Score -388061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -388071.312500 Penalty: 4075.715820
	Iteration 54Q: 3 clusters Score -388071.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -388077.656250 Penalty: 4075.715820
	Iteration 55Q: 3 clusters Score -388077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -388081.187500 Penalty: 4075.715820
	Iteration 56Q: 3 clusters Score -388081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -388085.875000 Penalty: 4075.715820
	Iteration 57Q: 3 clusters Score -388085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -388091.000000 Penalty: 4075.715820
	Iteration 58Q: 3 clusters Score -388091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -388092.468750 Penalty: 4075.715820
	Iteration 59Q: 3 clusters Score -388092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -388093.937500 Penalty: 4075.715820
	Iteration 60F: 3 clusters Score -388093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -388093.593750 Penalty: 4075.715820
	Iteration 61Q: 3 clusters Score -388093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -388097.000000 Penalty: 4075.715820
	Iteration 62Q: 3 clusters Score -388097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -388096.781250 Penalty: 4075.715820
	Iteration 63Q: 3 clusters Score -388096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -388098.062500 Penalty: 4075.715820
	Iteration 64Q: 3 clusters Score -388098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -388098.062500 Penalty: 4075.715820
	Iteration 65F: 3 clusters Score -388098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -191539.531250 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -191539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -188964.468750 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -188964.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -191046.375000 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -191046.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -192832.609375 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -192832.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -193952.953125 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -193953 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194625.390625 Penalty: 3844.518555
	Iteration 4F: 3 clusters Score -194625.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195258.906250 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -195258.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195305.750000 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -195305.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -195322.406250 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -195322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195334.468750 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -195334.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -195351.015625 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -195351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -195359.250000 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -195359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -195363.203125 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -195363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -195368.875000 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -195368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -195373.078125 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -195373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -195376.843750 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -195376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -195379.390625 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -195379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -195380.921875 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -195380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -195382.281250 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -195382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195384.265625 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -195384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -195385.718750 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -195385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -195385.671875 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -195385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195386.625000 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -195386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195386.625000 Penalty: 3844.518555
	Iteration 22F: 3 clusters Score -195386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 272313 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 79193 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 51921 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 451374 members 
Mstep: Class 18 contains 207965 members 
Mstep: Class 19 contains 275339 members 
Mstep: Class 20 contains 5658 members 
Entering Unmasked Estep 
Score: -158266672.000000 Penalty: 70616.835938
Splitting cluster 11 changes total score from -158258720.000000 to -158266672.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (18894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Entering Unmasked Estep 
Score: -2056921.750000 Penalty: 2441.956787
	Iteration 0F: 2 clusters Score -2056922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2043582.250000 Penalty: 4883.913574
	Iteration 0F: 3 clusters Score -2043582 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2048001.250000 Penalty: 4883.913574
	Iteration 1F: 3 clusters Score -2048001 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2048346.750000 Penalty: 4883.913574
	Iteration 2Q: 3 clusters Score -2048347 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2048614.375000 Penalty: 4883.913574
	Iteration 3Q: 3 clusters Score -2048614 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2048848.500000 Penalty: 4883.913574
	Iteration 4Q: 3 clusters Score -2048848 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2049086.000000 Penalty: 4883.913574
	Iteration 5Q: 3 clusters Score -2049086 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2049347.875000 Penalty: 4883.913574
	Iteration 6Q: 3 clusters Score -2049348 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2049698.250000 Penalty: 4883.913574
	Iteration 7Q: 3 clusters Score -2049698 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2050167.625000 Penalty: 4883.913574
	Iteration 8Q: 3 clusters Score -2050168 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2050773.500000 Penalty: 4883.913574
	Iteration 9F: 3 clusters Score -2050774 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2051460.750000 Penalty: 4883.913574
	Iteration 10F: 3 clusters Score -2051461 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2052295.625000 Penalty: 4883.913574
	Iteration 11F: 3 clusters Score -2052296 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2053142.750000 Penalty: 4883.913574
	Iteration 12F: 3 clusters Score -2053143 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2053822.750000 Penalty: 4883.913574
	Iteration 13Q: 3 clusters Score -2053823 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2054239.125000 Penalty: 4883.913574
	Iteration 14Q: 3 clusters Score -2054239 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2054459.125000 Penalty: 4883.913574
	Iteration 15Q: 3 clusters Score -2054459 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2054573.625000 Penalty: 4883.913574
	Iteration 16Q: 3 clusters Score -2054574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2054640.875000 Penalty: 4883.913574
	Iteration 17Q: 3 clusters Score -2054641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2054677.375000 Penalty: 4883.913574
	Iteration 18Q: 3 clusters Score -2054677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2054699.875000 Penalty: 4883.913574
	Iteration 19Q: 3 clusters Score -2054700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2054721.750000 Penalty: 4883.913574
	Iteration 20F: 3 clusters Score -2054722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2054745.000000 Penalty: 4883.913574
	Iteration 21Q: 3 clusters Score -2054745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2054747.375000 Penalty: 4883.913574
	Iteration 22Q: 3 clusters Score -2054747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2054747.375000 Penalty: 4883.913574
	Iteration 23F: 3 clusters Score -2054747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Entering Unmasked Estep 
Score: -8078979.000000 Penalty: 2797.351562
	Iteration 0F: 2 clusters Score -8078979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -8025792.500000 Penalty: 5594.703125
	Iteration 0F: 3 clusters Score -8025792 nChanged 37268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -8047636.000000 Penalty: 5594.703125
	Iteration 1F: 3 clusters Score -8047636 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -8050815.500000 Penalty: 5594.703125
	Iteration 2Q: 3 clusters Score -8050816 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -8056764.000000 Penalty: 5594.703125
	Iteration 3F: 3 clusters Score -8056764 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8065545.500000 Penalty: 5594.703125
	Iteration 4F: 3 clusters Score -8065546 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -8074271.000000 Penalty: 5594.703125
	Iteration 5F: 3 clusters Score -8074271 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -8079239.000000 Penalty: 5594.703125
	Iteration 6F: 3 clusters Score -8079239 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -8080890.500000 Penalty: 5594.703125
	Iteration 7Q: 3 clusters Score -8080890 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -8081285.000000 Penalty: 5594.703125
	Iteration 8Q: 3 clusters Score -8081285 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -8081432.000000 Penalty: 5594.703125
	Iteration 9Q: 3 clusters Score -8081432 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -8081488.000000 Penalty: 5594.703125
	Iteration 10Q: 3 clusters Score -8081488 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -8081531.000000 Penalty: 5594.703125
	Iteration 11Q: 3 clusters Score -8081531 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -8081588.000000 Penalty: 5594.703125
	Iteration 12Q: 3 clusters Score -8081588 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -8081629.000000 Penalty: 5594.703125
	Iteration 13Q: 3 clusters Score -8081629 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -8081640.500000 Penalty: 5594.703125
	Iteration 14Q: 3 clusters Score -8081640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -8081663.000000 Penalty: 5594.703125
	Iteration 15Q: 3 clusters Score -8081663 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8081692.500000 Penalty: 5594.703125
	Iteration 16Q: 3 clusters Score -8081692 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -8081714.000000 Penalty: 5594.703125
	Iteration 17Q: 3 clusters Score -8081714 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -8081751.500000 Penalty: 5594.703125
	Iteration 18Q: 3 clusters Score -8081752 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -8081758.000000 Penalty: 5594.703125
	Iteration 19Q: 3 clusters Score -8081758 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -8081751.500000 Penalty: 5594.703125
	Iteration 20F: 3 clusters Score -8081752 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -8081774.500000 Penalty: 5594.703125
	Iteration 21Q: 3 clusters Score -8081774 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -8081800.000000 Penalty: 5594.703125
	Iteration 22Q: 3 clusters Score -8081800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -8081840.500000 Penalty: 5594.703125
	Iteration 23Q: 3 clusters Score -8081840 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -8081880.000000 Penalty: 5594.703125
	Iteration 24Q: 3 clusters Score -8081880 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -8081915.500000 Penalty: 5594.703125
	Iteration 25Q: 3 clusters Score -8081916 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -8081980.500000 Penalty: 5594.703125
	Iteration 26Q: 3 clusters Score -8081980 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8081990.000000 Penalty: 5594.703125
	Iteration 27Q: 3 clusters Score -8081990 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -8082056.000000 Penalty: 5594.703125
	Iteration 28Q: 3 clusters Score -8082056 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -8082098.500000 Penalty: 5594.703125
	Iteration 29Q: 3 clusters Score -8082098 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -8082145.500000 Penalty: 5594.703125
	Iteration 30Q: 3 clusters Score -8082146 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -8082174.500000 Penalty: 5594.703125
	Iteration 31Q: 3 clusters Score -8082174 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -8082231.500000 Penalty: 5594.703125
	Iteration 32Q: 3 clusters Score -8082232 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -8082304.500000 Penalty: 5594.703125
	Iteration 33Q: 3 clusters Score -8082304 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -8082409.000000 Penalty: 5594.703125
	Iteration 34Q: 3 clusters Score -8082409 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -8082530.500000 Penalty: 5594.703125
	Iteration 35Q: 3 clusters Score -8082530 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -8082711.500000 Penalty: 5594.703125
	Iteration 36Q: 3 clusters Score -8082712 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -8082935.000000 Penalty: 5594.703125
	Iteration 37Q: 3 clusters Score -8082935 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -8083291.500000 Penalty: 5594.703125
	Iteration 38Q: 3 clusters Score -8083292 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -8083947.500000 Penalty: 5594.703125
	Iteration 39Q: 3 clusters Score -8083948 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -8085051.500000 Penalty: 5594.703125
	Iteration 40F: 3 clusters Score -8085052 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -8086193.500000 Penalty: 5594.703125
	Iteration 41Q: 3 clusters Score -8086194 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -8086507.000000 Penalty: 5594.703125
	Iteration 42Q: 3 clusters Score -8086507 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -8086693.500000 Penalty: 5594.703125
	Iteration 43Q: 3 clusters Score -8086694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8086801.500000 Penalty: 5594.703125
	Iteration 44Q: 3 clusters Score -8086802 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -8086824.000000 Penalty: 5594.703125
	Iteration 45Q: 3 clusters Score -8086824 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -8086863.000000 Penalty: 5594.703125
	Iteration 46Q: 3 clusters Score -8086863 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -8086901.500000 Penalty: 5594.703125
	Iteration 47Q: 3 clusters Score -8086902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -8086906.500000 Penalty: 5594.703125
	Iteration 48Q: 3 clusters Score -8086906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -8086904.000000 Penalty: 5594.703125
	Iteration 49Q: 3 clusters Score -8086904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -8086902.000000 Penalty: 5594.703125
	Iteration 50Q: 3 clusters Score -8086902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -8086894.000000 Penalty: 5594.703125
	Iteration 51Q: 3 clusters Score -8086894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -8086898.000000 Penalty: 5594.703125
	Iteration 52Q: 3 clusters Score -8086898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -8086913.500000 Penalty: 5594.703125
	Iteration 53Q: 3 clusters Score -8086914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -8086921.500000 Penalty: 5594.703125
	Iteration 54Q: 3 clusters Score -8086922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -8086918.500000 Penalty: 5594.703125
	Iteration 55Q: 3 clusters Score -8086918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -8086930.500000 Penalty: 5594.703125
	Iteration 56Q: 3 clusters Score -8086930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -8086930.000000 Penalty: 5594.703125
	Iteration 57Q: 3 clusters Score -8086930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -8086935.000000 Penalty: 5594.703125
	Iteration 58Q: 3 clusters Score -8086935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -8086936.000000 Penalty: 5594.703125
	Iteration 59Q: 3 clusters Score -8086936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -8086919.500000 Penalty: 5594.703125
	Iteration 60F: 3 clusters Score -8086920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -8086929.000000 Penalty: 5594.703125
	Iteration 61Q: 3 clusters Score -8086929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -8086921.500000 Penalty: 5594.703125
	Iteration 62Q: 3 clusters Score -8086922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -8086934.500000 Penalty: 5594.703125
	Iteration 63Q: 3 clusters Score -8086934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -8086928.000000 Penalty: 5594.703125
	Iteration 64Q: 3 clusters Score -8086928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -8086935.000000 Penalty: 5594.703125
	Iteration 65Q: 3 clusters Score -8086935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -8086941.500000 Penalty: 5594.703125
	Iteration 66Q: 3 clusters Score -8086942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -8086936.500000 Penalty: 5594.703125
	Iteration 67Q: 3 clusters Score -8086936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -8086937.000000 Penalty: 5594.703125
	Iteration 68Q: 3 clusters Score -8086937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -8086937.000000 Penalty: 5594.703125
	Iteration 69F: 3 clusters Score -8086937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 272313 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 51921 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 451374 members 
Mstep: Class 18 contains 207965 members 
Mstep: Class 19 contains 275339 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 73414 members 
Entering Unmasked Estep 
Score: -158277696.000000 Penalty: 74147.679688
Splitting cluster 13 changes total score from -158258720.000000 to -158277696.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (32139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Entering Unmasked Estep 
Score: -3124754.750000 Penalty: 2573.700684
	Iteration 0F: 2 clusters Score -3124755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3102875.500000 Penalty: 5147.401367
	Iteration 0F: 3 clusters Score -3102876 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3110967.500000 Penalty: 5147.401367
	Iteration 1F: 3 clusters Score -3110968 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3111530.000000 Penalty: 5147.401367
	Iteration 2Q: 3 clusters Score -3111530 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3112170.750000 Penalty: 5147.401367
	Iteration 3Q: 3 clusters Score -3112171 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3112885.000000 Penalty: 5147.401367
	Iteration 4Q: 3 clusters Score -3112885 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3113825.250000 Penalty: 5147.401367
	Iteration 5F: 3 clusters Score -3113825 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3114953.750000 Penalty: 5147.401367
	Iteration 6F: 3 clusters Score -3114954 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3116294.000000 Penalty: 5147.401367
	Iteration 7F: 3 clusters Score -3116294 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3117538.250000 Penalty: 5147.401367
	Iteration 8F: 3 clusters Score -3117538 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3118661.000000 Penalty: 5147.401367
	Iteration 9Q: 3 clusters Score -3118661 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3119666.250000 Penalty: 5147.401367
	Iteration 10Q: 3 clusters Score -3119666 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3120492.750000 Penalty: 5147.401367
	Iteration 11Q: 3 clusters Score -3120493 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3121093.250000 Penalty: 5147.401367
	Iteration 12Q: 3 clusters Score -3121093 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3121467.000000 Penalty: 5147.401367
	Iteration 13Q: 3 clusters Score -3121467 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3121751.500000 Penalty: 5147.401367
	Iteration 14Q: 3 clusters Score -3121752 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3121947.500000 Penalty: 5147.401367
	Iteration 15Q: 3 clusters Score -3121948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3122108.250000 Penalty: 5147.401367
	Iteration 16Q: 3 clusters Score -3122108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3122224.750000 Penalty: 5147.401367
	Iteration 17Q: 3 clusters Score -3122225 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3122332.750000 Penalty: 5147.401367
	Iteration 18Q: 3 clusters Score -3122333 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3122399.000000 Penalty: 5147.401367
	Iteration 19Q: 3 clusters Score -3122399 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3122476.000000 Penalty: 5147.401367
	Iteration 20F: 3 clusters Score -3122476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3122533.000000 Penalty: 5147.401367
	Iteration 21Q: 3 clusters Score -3122533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3122574.000000 Penalty: 5147.401367
	Iteration 22Q: 3 clusters Score -3122574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3122605.250000 Penalty: 5147.401367
	Iteration 23Q: 3 clusters Score -3122605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3122634.000000 Penalty: 5147.401367
	Iteration 24Q: 3 clusters Score -3122634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3122651.500000 Penalty: 5147.401367
	Iteration 25Q: 3 clusters Score -3122652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3122679.750000 Penalty: 5147.401367
	Iteration 26Q: 3 clusters Score -3122680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3122691.500000 Penalty: 5147.401367
	Iteration 27Q: 3 clusters Score -3122692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3122703.500000 Penalty: 5147.401367
	Iteration 28Q: 3 clusters Score -3122704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3122717.500000 Penalty: 5147.401367
	Iteration 29Q: 3 clusters Score -3122718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3122725.000000 Penalty: 5147.401367
	Iteration 30Q: 3 clusters Score -3122725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3122728.750000 Penalty: 5147.401367
	Iteration 31Q: 3 clusters Score -3122729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3122743.750000 Penalty: 5147.401367
	Iteration 32Q: 3 clusters Score -3122744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -3122760.250000 Penalty: 5147.401367
	Iteration 33Q: 3 clusters Score -3122760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3122765.750000 Penalty: 5147.401367
	Iteration 34Q: 3 clusters Score -3122766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3122781.250000 Penalty: 5147.401367
	Iteration 35Q: 3 clusters Score -3122781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3122783.000000 Penalty: 5147.401367
	Iteration 36Q: 3 clusters Score -3122783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3122792.000000 Penalty: 5147.401367
	Iteration 37Q: 3 clusters Score -3122792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3122791.750000 Penalty: 5147.401367
	Iteration 38Q: 3 clusters Score -3122792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3122794.000000 Penalty: 5147.401367
	Iteration 39Q: 3 clusters Score -3122794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3122804.250000 Penalty: 5147.401367
	Iteration 40F: 3 clusters Score -3122804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3122802.500000 Penalty: 5147.401367
	Iteration 41Q: 3 clusters Score -3122802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3122809.750000 Penalty: 5147.401367
	Iteration 42Q: 3 clusters Score -3122810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3122816.000000 Penalty: 5147.401367
	Iteration 43Q: 3 clusters Score -3122816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -3122819.750000 Penalty: 5147.401367
	Iteration 44Q: 3 clusters Score -3122820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3122828.750000 Penalty: 5147.401367
	Iteration 45Q: 3 clusters Score -3122829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -3122826.500000 Penalty: 5147.401367
	Iteration 46Q: 3 clusters Score -3122826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3122836.250000 Penalty: 5147.401367
	Iteration 47Q: 3 clusters Score -3122836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3122833.500000 Penalty: 5147.401367
	Iteration 48Q: 3 clusters Score -3122834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3122830.250000 Penalty: 5147.401367
	Iteration 49Q: 3 clusters Score -3122830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3122836.000000 Penalty: 5147.401367
	Iteration 50Q: 3 clusters Score -3122836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3122834.000000 Penalty: 5147.401367
	Iteration 51Q: 3 clusters Score -3122834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3122835.250000 Penalty: 5147.401367
	Iteration 52Q: 3 clusters Score -3122835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3122837.500000 Penalty: 5147.401367
	Iteration 53Q: 3 clusters Score -3122838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3122841.750000 Penalty: 5147.401367
	Iteration 54Q: 3 clusters Score -3122842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3122845.250000 Penalty: 5147.401367
	Iteration 55Q: 3 clusters Score -3122845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3122846.750000 Penalty: 5147.401367
	Iteration 56Q: 3 clusters Score -3122847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3122848.000000 Penalty: 5147.401367
	Iteration 57Q: 3 clusters Score -3122848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3122848.000000 Penalty: 5147.401367
	Iteration 58F: 3 clusters Score -3122848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Entering Unmasked Estep 
Score: -5507915.000000 Penalty: 2692.654785
	Iteration 0F: 2 clusters Score -5507915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5472798.500000 Penalty: 5385.309570
	Iteration 0F: 3 clusters Score -5472798 nChanged 24033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -5486256.500000 Penalty: 5385.309570
	Iteration 1F: 3 clusters Score -5486256 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5486871.000000 Penalty: 5385.309570
	Iteration 2Q: 3 clusters Score -5486871 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5487636.500000 Penalty: 5385.309570
	Iteration 3Q: 3 clusters Score -5487636 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5488711.500000 Penalty: 5385.309570
	Iteration 4Q: 3 clusters Score -5488712 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5490082.000000 Penalty: 5385.309570
	Iteration 5Q: 3 clusters Score -5490082 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5491821.000000 Penalty: 5385.309570
	Iteration 6F: 3 clusters Score -5491821 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -5493533.000000 Penalty: 5385.309570
	Iteration 7F: 3 clusters Score -5493533 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5495298.500000 Penalty: 5385.309570
	Iteration 8F: 3 clusters Score -5495298 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -5496702.500000 Penalty: 5385.309570
	Iteration 9F: 3 clusters Score -5496702 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -5497895.000000 Penalty: 5385.309570
	Iteration 10Q: 3 clusters Score -5497895 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5498717.500000 Penalty: 5385.309570
	Iteration 11Q: 3 clusters Score -5498718 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5499378.500000 Penalty: 5385.309570
	Iteration 12Q: 3 clusters Score -5499378 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -5499836.000000 Penalty: 5385.309570
	Iteration 13Q: 3 clusters Score -5499836 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5500149.500000 Penalty: 5385.309570
	Iteration 14Q: 3 clusters Score -5500150 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5500332.000000 Penalty: 5385.309570
	Iteration 15Q: 3 clusters Score -5500332 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5500515.000000 Penalty: 5385.309570
	Iteration 16Q: 3 clusters Score -5500515 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -5500678.500000 Penalty: 5385.309570
	Iteration 17Q: 3 clusters Score -5500678 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5500808.000000 Penalty: 5385.309570
	Iteration 18Q: 3 clusters Score -5500808 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5500945.500000 Penalty: 5385.309570
	Iteration 19Q: 3 clusters Score -5500946 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5501066.500000 Penalty: 5385.309570
	Iteration 20F: 3 clusters Score -5501066 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -5501231.000000 Penalty: 5385.309570
	Iteration 21Q: 3 clusters Score -5501231 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5501416.000000 Penalty: 5385.309570
	Iteration 22Q: 3 clusters Score -5501416 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5501578.500000 Penalty: 5385.309570
	Iteration 23Q: 3 clusters Score -5501578 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5501738.000000 Penalty: 5385.309570
	Iteration 24Q: 3 clusters Score -5501738 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5501947.000000 Penalty: 5385.309570
	Iteration 25Q: 3 clusters Score -5501947 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5502099.500000 Penalty: 5385.309570
	Iteration 26Q: 3 clusters Score -5502100 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -5502292.000000 Penalty: 5385.309570
	Iteration 27Q: 3 clusters Score -5502292 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5502457.500000 Penalty: 5385.309570
	Iteration 28Q: 3 clusters Score -5502458 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -5502633.500000 Penalty: 5385.309570
	Iteration 29Q: 3 clusters Score -5502634 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -5502786.000000 Penalty: 5385.309570
	Iteration 30Q: 3 clusters Score -5502786 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -5502989.500000 Penalty: 5385.309570
	Iteration 31Q: 3 clusters Score -5502990 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5503219.500000 Penalty: 5385.309570
	Iteration 32Q: 3 clusters Score -5503220 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5503457.500000 Penalty: 5385.309570
	Iteration 33Q: 3 clusters Score -5503458 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -5503741.000000 Penalty: 5385.309570
	Iteration 34Q: 3 clusters Score -5503741 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -5503977.500000 Penalty: 5385.309570
	Iteration 35Q: 3 clusters Score -5503978 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5504242.000000 Penalty: 5385.309570
	Iteration 36Q: 3 clusters Score -5504242 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -5504494.500000 Penalty: 5385.309570
	Iteration 37Q: 3 clusters Score -5504494 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5504743.000000 Penalty: 5385.309570
	Iteration 38Q: 3 clusters Score -5504743 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5504931.500000 Penalty: 5385.309570
	Iteration 39Q: 3 clusters Score -5504932 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5505125.500000 Penalty: 5385.309570
	Iteration 40F: 3 clusters Score -5505126 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5505287.500000 Penalty: 5385.309570
	Iteration 41Q: 3 clusters Score -5505288 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -5505421.500000 Penalty: 5385.309570
	Iteration 42Q: 3 clusters Score -5505422 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5505542.000000 Penalty: 5385.309570
	Iteration 43Q: 3 clusters Score -5505542 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -5505650.000000 Penalty: 5385.309570
	Iteration 44Q: 3 clusters Score -5505650 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5505769.000000 Penalty: 5385.309570
	Iteration 45Q: 3 clusters Score -5505769 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -5505818.000000 Penalty: 5385.309570
	Iteration 46Q: 3 clusters Score -5505818 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5505898.500000 Penalty: 5385.309570
	Iteration 47Q: 3 clusters Score -5505898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5505958.000000 Penalty: 5385.309570
	Iteration 48Q: 3 clusters Score -5505958 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5506017.000000 Penalty: 5385.309570
	Iteration 49Q: 3 clusters Score -5506017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5506049.500000 Penalty: 5385.309570
	Iteration 50Q: 3 clusters Score -5506050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5506080.500000 Penalty: 5385.309570
	Iteration 51Q: 3 clusters Score -5506080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5506108.500000 Penalty: 5385.309570
	Iteration 52Q: 3 clusters Score -5506108 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -5506146.000000 Penalty: 5385.309570
	Iteration 53Q: 3 clusters Score -5506146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5506159.000000 Penalty: 5385.309570
	Iteration 54Q: 3 clusters Score -5506159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -5506188.500000 Penalty: 5385.309570
	Iteration 55Q: 3 clusters Score -5506188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5506185.000000 Penalty: 5385.309570
	Iteration 56Q: 3 clusters Score -5506185 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5506198.500000 Penalty: 5385.309570
	Iteration 57Q: 3 clusters Score -5506198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5506218.500000 Penalty: 5385.309570
	Iteration 58Q: 3 clusters Score -5506218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5506243.000000 Penalty: 5385.309570
	Iteration 59Q: 3 clusters Score -5506243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5506236.500000 Penalty: 5385.309570
	Iteration 60F: 3 clusters Score -5506236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5506268.500000 Penalty: 5385.309570
	Iteration 61Q: 3 clusters Score -5506268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5506305.500000 Penalty: 5385.309570
	Iteration 62Q: 3 clusters Score -5506306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5506325.500000 Penalty: 5385.309570
	Iteration 63Q: 3 clusters Score -5506326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -5506356.000000 Penalty: 5385.309570
	Iteration 64Q: 3 clusters Score -5506356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5506390.500000 Penalty: 5385.309570
	Iteration 65Q: 3 clusters Score -5506390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5506398.500000 Penalty: 5385.309570
	Iteration 66Q: 3 clusters Score -5506398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5506431.500000 Penalty: 5385.309570
	Iteration 67Q: 3 clusters Score -5506432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5506445.500000 Penalty: 5385.309570
	Iteration 68Q: 3 clusters Score -5506446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5506464.500000 Penalty: 5385.309570
	Iteration 69Q: 3 clusters Score -5506464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5506483.500000 Penalty: 5385.309570
	Iteration 70Q: 3 clusters Score -5506484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5506508.000000 Penalty: 5385.309570
	Iteration 71Q: 3 clusters Score -5506508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5506521.500000 Penalty: 5385.309570
	Iteration 72Q: 3 clusters Score -5506522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5506531.500000 Penalty: 5385.309570
	Iteration 73Q: 3 clusters Score -5506532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5506543.000000 Penalty: 5385.309570
	Iteration 74Q: 3 clusters Score -5506543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5506556.000000 Penalty: 5385.309570
	Iteration 75Q: 3 clusters Score -5506556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5506565.000000 Penalty: 5385.309570
	Iteration 76Q: 3 clusters Score -5506565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5506576.500000 Penalty: 5385.309570
	Iteration 77Q: 3 clusters Score -5506576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5506591.500000 Penalty: 5385.309570
	Iteration 78Q: 3 clusters Score -5506592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5506599.500000 Penalty: 5385.309570
	Iteration 79Q: 3 clusters Score -5506600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5506608.500000 Penalty: 5385.309570
	Iteration 80F: 3 clusters Score -5506608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5506615.000000 Penalty: 5385.309570
	Iteration 81Q: 3 clusters Score -5506615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5506614.500000 Penalty: 5385.309570
	Iteration 82Q: 3 clusters Score -5506614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5506607.500000 Penalty: 5385.309570
	Iteration 83Q: 3 clusters Score -5506608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5506614.500000 Penalty: 5385.309570
	Iteration 84Q: 3 clusters Score -5506614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5506612.500000 Penalty: 5385.309570
	Iteration 85Q: 3 clusters Score -5506612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5506615.000000 Penalty: 5385.309570
	Iteration 86Q: 3 clusters Score -5506615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5506622.500000 Penalty: 5385.309570
	Iteration 87Q: 3 clusters Score -5506622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5506623.000000 Penalty: 5385.309570
	Iteration 88Q: 3 clusters Score -5506623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5506624.000000 Penalty: 5385.309570
	Iteration 89Q: 3 clusters Score -5506624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5506620.000000 Penalty: 5385.309570
	Iteration 90Q: 3 clusters Score -5506620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5506624.000000 Penalty: 5385.309570
	Iteration 91Q: 3 clusters Score -5506624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5506622.500000 Penalty: 5385.309570
	Iteration 92Q: 3 clusters Score -5506622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5506624.500000 Penalty: 5385.309570
	Iteration 93Q: 3 clusters Score -5506624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5506627.500000 Penalty: 5385.309570
	Iteration 94Q: 3 clusters Score -5506628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5506628.500000 Penalty: 5385.309570
	Iteration 95Q: 3 clusters Score -5506628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5506635.500000 Penalty: 5385.309570
	Iteration 96Q: 3 clusters Score -5506636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5506628.500000 Penalty: 5385.309570
	Iteration 97Q: 3 clusters Score -5506628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5506631.000000 Penalty: 5385.309570
	Iteration 98Q: 3 clusters Score -5506631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5506648.000000 Penalty: 5385.309570
	Iteration 99Q: 3 clusters Score -5506648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5506643.000000 Penalty: 5385.309570
	Iteration 100F: 3 clusters Score -5506643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5506637.500000 Penalty: 5385.309570
	Iteration 101Q: 3 clusters Score -5506638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5506639.500000 Penalty: 5385.309570
	Iteration 102Q: 3 clusters Score -5506640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5506637.000000 Penalty: 5385.309570
	Iteration 103Q: 3 clusters Score -5506637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5506639.000000 Penalty: 5385.309570
	Iteration 104Q: 3 clusters Score -5506639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5506642.500000 Penalty: 5385.309570
	Iteration 105Q: 3 clusters Score -5506642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5506647.000000 Penalty: 5385.309570
	Iteration 106Q: 3 clusters Score -5506647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5506639.500000 Penalty: 5385.309570
	Iteration 107Q: 3 clusters Score -5506640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5506638.500000 Penalty: 5385.309570
	Iteration 108Q: 3 clusters Score -5506638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5506637.000000 Penalty: 5385.309570
	Iteration 109Q: 3 clusters Score -5506637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5506640.500000 Penalty: 5385.309570
	Iteration 110Q: 3 clusters Score -5506640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5506643.000000 Penalty: 5385.309570
	Iteration 111Q: 3 clusters Score -5506643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5506642.500000 Penalty: 5385.309570
	Iteration 112Q: 3 clusters Score -5506642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5506643.000000 Penalty: 5385.309570
	Iteration 113Q: 3 clusters Score -5506643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5506640.000000 Penalty: 5385.309570
	Iteration 114Q: 3 clusters Score -5506640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5506640.000000 Penalty: 5385.309570
	Iteration 115F: 3 clusters Score -5506640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -374527.531250 Penalty: 2070.965088
	Iteration 0F: 2 clusters Score -374527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -370480.000000 Penalty: 4141.930176
	Iteration 0F: 3 clusters Score -370480 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -371542.000000 Penalty: 4141.930176
	Iteration 1F: 3 clusters Score -371542 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -371938.687500 Penalty: 4141.930176
	Iteration 2F: 3 clusters Score -371938.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -372532.812500 Penalty: 4141.930176
	Iteration 3F: 3 clusters Score -372532.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -373270.187500 Penalty: 4141.930176
	Iteration 4F: 3 clusters Score -373270.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -373970.843750 Penalty: 4141.930176
	Iteration 5F: 3 clusters Score -373970.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -374659.406250 Penalty: 4141.930176
	Iteration 6F: 3 clusters Score -374659.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375293.250000 Penalty: 4141.930176
	Iteration 7F: 3 clusters Score -375293.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -375870.750000 Penalty: 4141.930176
	Iteration 8F: 3 clusters Score -375870.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -376334.218750 Penalty: 4141.930176
	Iteration 9Q: 3 clusters Score -376334.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -376670.218750 Penalty: 4141.930176
	Iteration 10Q: 3 clusters Score -376670.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -376902.375000 Penalty: 4141.930176
	Iteration 11Q: 3 clusters Score -376902.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -377047.968750 Penalty: 4141.930176
	Iteration 12Q: 3 clusters Score -377048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -377180.062500 Penalty: 4141.930176
	Iteration 13Q: 3 clusters Score -377180.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -377281.937500 Penalty: 4141.930176
	Iteration 14Q: 3 clusters Score -377281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -377313.062500 Penalty: 4141.930176
	Iteration 15Q: 3 clusters Score -377313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -377331.562500 Penalty: 4141.930176
	Iteration 16Q: 3 clusters Score -377331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -377338.406250 Penalty: 4141.930176
	Iteration 17Q: 3 clusters Score -377338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -377344.812500 Penalty: 4141.930176
	Iteration 18Q: 3 clusters Score -377344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -377352.906250 Penalty: 4141.930176
	Iteration 19Q: 3 clusters Score -377352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -377372.125000 Penalty: 4141.930176
	Iteration 20F: 3 clusters Score -377372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -377395.156250 Penalty: 4141.930176
	Iteration 21Q: 3 clusters Score -377395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -377397.468750 Penalty: 4141.930176
	Iteration 22Q: 3 clusters Score -377397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -377399.593750 Penalty: 4141.930176
	Iteration 23Q: 3 clusters Score -377399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -377399.593750 Penalty: 4141.930176
	Iteration 24F: 3 clusters Score -377399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 272313 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 51921 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 451374 members 
Mstep: Class 18 contains 207965 members 
Mstep: Class 19 contains 275339 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 73414 members 
Mstep: Class 22 contains 711 members 
Entering Unmasked Estep 
Score: -158278976.000000 Penalty: 77678.523438
Splitting cluster 16 changes total score from -158258720.000000 to -158278976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (451374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451374 members 
Entering Unmasked Estep 
Score: -47626124.000000 Penalty: 3228.972900
	Iteration 0F: 2 clusters Score -4.762612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225310 members 
Mstep: Class 2 contains 226064 members 
Entering Unmasked Estep 
Score: -47374932.000000 Penalty: 6457.945801
	Iteration 0F: 3 clusters Score -4.737493e+07 nChanged 219896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213912 members 
Mstep: Class 2 contains 237462 members 
Entering Unmasked Estep 
Score: -47506720.000000 Penalty: 6457.945801
	Iteration 1F: 3 clusters Score -4.750672e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207225 members 
Mstep: Class 2 contains 244149 members 
Entering Unmasked Estep 
Score: -47508888.000000 Penalty: 6457.945801
	Iteration 2Q: 3 clusters Score -4.750889e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197014 members 
Mstep: Class 2 contains 254360 members 
Entering Unmasked Estep 
Score: -47511980.000000 Penalty: 6457.945801
	Iteration 3Q: 3 clusters Score -4.751198e+07 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181350 members 
Mstep: Class 2 contains 270024 members 
Entering Unmasked Estep 
Score: -47518456.000000 Penalty: 6457.945801
	Iteration 4Q: 3 clusters Score -4.751846e+07 nChanged 24924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158128 members 
Mstep: Class 2 contains 293246 members 
Entering Unmasked Estep 
Score: -47531216.000000 Penalty: 6457.945801
	Iteration 5F: 3 clusters Score -4.753122e+07 nChanged 33021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126457 members 
Mstep: Class 2 contains 324917 members 
Entering Unmasked Estep 
Score: -47553656.000000 Penalty: 6457.945801
	Iteration 6F: 3 clusters Score -4.755366e+07 nChanged 38022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 362003 members 
Entering Unmasked Estep 
Score: -47577548.000000 Penalty: 6457.945801
	Iteration 7F: 3 clusters Score -4.757755e+07 nChanged 32852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 394233 members 
Entering Unmasked Estep 
Score: -47595424.000000 Penalty: 6457.945801
	Iteration 8F: 3 clusters Score -4.759542e+07 nChanged 21972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 415739 members 
Entering Unmasked Estep 
Score: -47607160.000000 Penalty: 6457.945801
	Iteration 9Q: 3 clusters Score -4.760716e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 427738 members 
Entering Unmasked Estep 
Score: -47614452.000000 Penalty: 6457.945801
	Iteration 10Q: 3 clusters Score -4.761445e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 434164 members 
Entering Unmasked Estep 
Score: -47618868.000000 Penalty: 6457.945801
	Iteration 11Q: 3 clusters Score -4.761887e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 437783 members 
Entering Unmasked Estep 
Score: -47621556.000000 Penalty: 6457.945801
	Iteration 12Q: 3 clusters Score -4.762156e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 440060 members 
Entering Unmasked Estep 
Score: -47622888.000000 Penalty: 6457.945801
	Iteration 13Q: 3 clusters Score -4.762289e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 441560 members 
Entering Unmasked Estep 
Score: -47623860.000000 Penalty: 6457.945801
	Iteration 14Q: 3 clusters Score -4.762386e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 442666 members 
Entering Unmasked Estep 
Score: -47624292.000000 Penalty: 6457.945801
	Iteration 15Q: 3 clusters Score -4.762429e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 443432 members 
Entering Unmasked Estep 
Score: -47624912.000000 Penalty: 6457.945801
	Iteration 16Q: 3 clusters Score -4.762491e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 444016 members 
Entering Unmasked Estep 
Score: -47625260.000000 Penalty: 6457.945801
	Iteration 17Q: 3 clusters Score -4.762526e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 444472 members 
Entering Unmasked Estep 
Score: -47625492.000000 Penalty: 6457.945801
	Iteration 18Q: 3 clusters Score -4.762549e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 444781 members 
Entering Unmasked Estep 
Score: -47625824.000000 Penalty: 6457.945801
	Iteration 19Q: 3 clusters Score -4.762582e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 444957 members 
Entering Unmasked Estep 
Score: -47625988.000000 Penalty: 6457.945801
	Iteration 20F: 3 clusters Score -4.762599e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 445105 members 
Entering Unmasked Estep 
Score: -47626196.000000 Penalty: 6457.945801
	Iteration 21Q: 3 clusters Score -4.76262e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 445191 members 
Entering Unmasked Estep 
Score: -47626252.000000 Penalty: 6457.945801
	Iteration 22Q: 3 clusters Score -4.762625e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 445259 members 
Entering Unmasked Estep 
Score: -47626428.000000 Penalty: 6457.945801
	Iteration 23Q: 3 clusters Score -4.762643e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 445332 members 
Entering Unmasked Estep 
Score: -47626544.000000 Penalty: 6457.945801
	Iteration 24Q: 3 clusters Score -4.762654e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 445383 members 
Entering Unmasked Estep 
Score: -47626740.000000 Penalty: 6457.945801
	Iteration 25Q: 3 clusters Score -4.762674e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 445378 members 
Entering Unmasked Estep 
Score: -47626888.000000 Penalty: 6457.945801
	Iteration 26Q: 3 clusters Score -4.762689e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 445373 members 
Entering Unmasked Estep 
Score: -47626996.000000 Penalty: 6457.945801
	Iteration 27Q: 3 clusters Score -4.7627e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 445364 members 
Entering Unmasked Estep 
Score: -47626988.000000 Penalty: 6457.945801
	Iteration 28Q: 3 clusters Score -4.762699e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 445337 members 
Entering Unmasked Estep 
Score: -47627076.000000 Penalty: 6457.945801
	Iteration 29Q: 3 clusters Score -4.762708e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 445308 members 
Entering Unmasked Estep 
Score: -47627176.000000 Penalty: 6457.945801
	Iteration 30Q: 3 clusters Score -4.762718e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 445272 members 
Entering Unmasked Estep 
Score: -47627296.000000 Penalty: 6457.945801
	Iteration 31Q: 3 clusters Score -4.76273e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 445241 members 
Entering Unmasked Estep 
Score: -47627276.000000 Penalty: 6457.945801
	Iteration 32Q: 3 clusters Score -4.762728e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 445221 members 
Entering Unmasked Estep 
Score: -47627356.000000 Penalty: 6457.945801
	Iteration 33Q: 3 clusters Score -4.762736e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 445211 members 
Entering Unmasked Estep 
Score: -47627400.000000 Penalty: 6457.945801
	Iteration 34Q: 3 clusters Score -4.76274e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 445202 members 
Entering Unmasked Estep 
Score: -47627456.000000 Penalty: 6457.945801
	Iteration 35Q: 3 clusters Score -4.762746e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 445178 members 
Entering Unmasked Estep 
Score: -47627488.000000 Penalty: 6457.945801
	Iteration 36Q: 3 clusters Score -4.762749e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 445152 members 
Entering Unmasked Estep 
Score: -47627532.000000 Penalty: 6457.945801
	Iteration 37Q: 3 clusters Score -4.762753e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 445127 members 
Entering Unmasked Estep 
Score: -47627580.000000 Penalty: 6457.945801
	Iteration 38Q: 3 clusters Score -4.762758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 445103 members 
Entering Unmasked Estep 
Score: -47627608.000000 Penalty: 6457.945801
	Iteration 39Q: 3 clusters Score -4.762761e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 445067 members 
Entering Unmasked Estep 
Score: -47627648.000000 Penalty: 6457.945801
	Iteration 40F: 3 clusters Score -4.762765e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 445008 members 
Entering Unmasked Estep 
Score: -47627648.000000 Penalty: 6457.945801
	Iteration 41Q: 3 clusters Score -4.762765e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 444946 members 
Entering Unmasked Estep 
Score: -47627700.000000 Penalty: 6457.945801
	Iteration 42Q: 3 clusters Score -4.76277e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 444874 members 
Entering Unmasked Estep 
Score: -47627744.000000 Penalty: 6457.945801
	Iteration 43Q: 3 clusters Score -4.762774e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 444825 members 
Entering Unmasked Estep 
Score: -47627796.000000 Penalty: 6457.945801
	Iteration 44Q: 3 clusters Score -4.76278e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 444772 members 
Entering Unmasked Estep 
Score: -47627840.000000 Penalty: 6457.945801
	Iteration 45Q: 3 clusters Score -4.762784e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 444706 members 
Entering Unmasked Estep 
Score: -47627924.000000 Penalty: 6457.945801
	Iteration 46Q: 3 clusters Score -4.762792e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 444642 members 
Entering Unmasked Estep 
Score: -47627884.000000 Penalty: 6457.945801
	Iteration 47Q: 3 clusters Score -4.762788e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 444569 members 
Entering Unmasked Estep 
Score: -47627912.000000 Penalty: 6457.945801
	Iteration 48Q: 3 clusters Score -4.762791e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 444488 members 
Entering Unmasked Estep 
Score: -47627924.000000 Penalty: 6457.945801
	Iteration 49Q: 3 clusters Score -4.762792e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 444395 members 
Entering Unmasked Estep 
Score: -47628052.000000 Penalty: 6457.945801
	Iteration 50Q: 3 clusters Score -4.762805e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 444297 members 
Entering Unmasked Estep 
Score: -47628148.000000 Penalty: 6457.945801
	Iteration 51Q: 3 clusters Score -4.762815e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 444194 members 
Entering Unmasked Estep 
Score: -47628212.000000 Penalty: 6457.945801
	Iteration 52Q: 3 clusters Score -4.762821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 444090 members 
Entering Unmasked Estep 
Score: -47628352.000000 Penalty: 6457.945801
	Iteration 53Q: 3 clusters Score -4.762835e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 443986 members 
Entering Unmasked Estep 
Score: -47628460.000000 Penalty: 6457.945801
	Iteration 54Q: 3 clusters Score -4.762846e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 443908 members 
Entering Unmasked Estep 
Score: -47628444.000000 Penalty: 6457.945801
	Iteration 55Q: 3 clusters Score -4.762844e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 443831 members 
Entering Unmasked Estep 
Score: -47628480.000000 Penalty: 6457.945801
	Iteration 56Q: 3 clusters Score -4.762848e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 443749 members 
Entering Unmasked Estep 
Score: -47628592.000000 Penalty: 6457.945801
	Iteration 57Q: 3 clusters Score -4.762859e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 443668 members 
Entering Unmasked Estep 
Score: -47628640.000000 Penalty: 6457.945801
	Iteration 58Q: 3 clusters Score -4.762864e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 443613 members 
Entering Unmasked Estep 
Score: -47628704.000000 Penalty: 6457.945801
	Iteration 59Q: 3 clusters Score -4.76287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 443553 members 
Entering Unmasked Estep 
Score: -47628756.000000 Penalty: 6457.945801
	Iteration 60F: 3 clusters Score -4.762876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 443503 members 
Entering Unmasked Estep 
Score: -47628788.000000 Penalty: 6457.945801
	Iteration 61Q: 3 clusters Score -4.762879e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 443453 members 
Entering Unmasked Estep 
Score: -47628844.000000 Penalty: 6457.945801
	Iteration 62Q: 3 clusters Score -4.762884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 443411 members 
Entering Unmasked Estep 
Score: -47628892.000000 Penalty: 6457.945801
	Iteration 63Q: 3 clusters Score -4.762889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 443368 members 
Entering Unmasked Estep 
Score: -47629004.000000 Penalty: 6457.945801
	Iteration 64Q: 3 clusters Score -4.7629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 443337 members 
Entering Unmasked Estep 
Score: -47629084.000000 Penalty: 6457.945801
	Iteration 65Q: 3 clusters Score -4.762908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 443303 members 
Entering Unmasked Estep 
Score: -47629104.000000 Penalty: 6457.945801
	Iteration 66Q: 3 clusters Score -4.76291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 443271 members 
Entering Unmasked Estep 
Score: -47629152.000000 Penalty: 6457.945801
	Iteration 67Q: 3 clusters Score -4.762915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 443241 members 
Entering Unmasked Estep 
Score: -47629160.000000 Penalty: 6457.945801
	Iteration 68Q: 3 clusters Score -4.762916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 443215 members 
Entering Unmasked Estep 
Score: -47629188.000000 Penalty: 6457.945801
	Iteration 69Q: 3 clusters Score -4.762919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 443197 members 
Entering Unmasked Estep 
Score: -47629172.000000 Penalty: 6457.945801
	Iteration 70Q: 3 clusters Score -4.762917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 443184 members 
Entering Unmasked Estep 
Score: -47629208.000000 Penalty: 6457.945801
	Iteration 71Q: 3 clusters Score -4.762921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 443171 members 
Entering Unmasked Estep 
Score: -47629160.000000 Penalty: 6457.945801
	Iteration 72Q: 3 clusters Score -4.762916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 443155 members 
Entering Unmasked Estep 
Score: -47629180.000000 Penalty: 6457.945801
	Iteration 73Q: 3 clusters Score -4.762918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 443136 members 
Entering Unmasked Estep 
Score: -47629204.000000 Penalty: 6457.945801
	Iteration 74Q: 3 clusters Score -4.76292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 443123 members 
Entering Unmasked Estep 
Score: -47629208.000000 Penalty: 6457.945801
	Iteration 75Q: 3 clusters Score -4.762921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 443115 members 
Entering Unmasked Estep 
Score: -47629196.000000 Penalty: 6457.945801
	Iteration 76Q: 3 clusters Score -4.76292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 443102 members 
Entering Unmasked Estep 
Score: -47629204.000000 Penalty: 6457.945801
	Iteration 77Q: 3 clusters Score -4.76292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 443084 members 
Entering Unmasked Estep 
Score: -47629184.000000 Penalty: 6457.945801
	Iteration 78Q: 3 clusters Score -4.762918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 443067 members 
Entering Unmasked Estep 
Score: -47629208.000000 Penalty: 6457.945801
	Iteration 79Q: 3 clusters Score -4.762921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 443040 members 
Entering Unmasked Estep 
Score: -47629196.000000 Penalty: 6457.945801
	Iteration 80F: 3 clusters Score -4.76292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 443012 members 
Entering Unmasked Estep 
Score: -47629220.000000 Penalty: 6457.945801
	Iteration 81Q: 3 clusters Score -4.762922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 442984 members 
Entering Unmasked Estep 
Score: -47629220.000000 Penalty: 6457.945801
	Iteration 82Q: 3 clusters Score -4.762922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 442950 members 
Entering Unmasked Estep 
Score: -47629264.000000 Penalty: 6457.945801
	Iteration 83Q: 3 clusters Score -4.762926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 442916 members 
Entering Unmasked Estep 
Score: -47629244.000000 Penalty: 6457.945801
	Iteration 84Q: 3 clusters Score -4.762924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 442886 members 
Entering Unmasked Estep 
Score: -47629268.000000 Penalty: 6457.945801
	Iteration 85Q: 3 clusters Score -4.762927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 442854 members 
Entering Unmasked Estep 
Score: -47629284.000000 Penalty: 6457.945801
	Iteration 86Q: 3 clusters Score -4.762928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 442835 members 
Entering Unmasked Estep 
Score: -47629292.000000 Penalty: 6457.945801
	Iteration 87Q: 3 clusters Score -4.762929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 442823 members 
Entering Unmasked Estep 
Score: -47629300.000000 Penalty: 6457.945801
	Iteration 88Q: 3 clusters Score -4.76293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 442811 members 
Entering Unmasked Estep 
Score: -47629320.000000 Penalty: 6457.945801
	Iteration 89Q: 3 clusters Score -4.762932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 442803 members 
Entering Unmasked Estep 
Score: -47629304.000000 Penalty: 6457.945801
	Iteration 90Q: 3 clusters Score -4.76293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 442798 members 
Entering Unmasked Estep 
Score: -47629296.000000 Penalty: 6457.945801
	Iteration 91Q: 3 clusters Score -4.76293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 442785 members 
Entering Unmasked Estep 
Score: -47629304.000000 Penalty: 6457.945801
	Iteration 92Q: 3 clusters Score -4.76293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 442772 members 
Entering Unmasked Estep 
Score: -47629328.000000 Penalty: 6457.945801
	Iteration 93Q: 3 clusters Score -4.762933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 442756 members 
Entering Unmasked Estep 
Score: -47629324.000000 Penalty: 6457.945801
	Iteration 94Q: 3 clusters Score -4.762932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 442744 members 
Entering Unmasked Estep 
Score: -47629324.000000 Penalty: 6457.945801
	Iteration 95Q: 3 clusters Score -4.762932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 442733 members 
Entering Unmasked Estep 
Score: -47629368.000000 Penalty: 6457.945801
	Iteration 96Q: 3 clusters Score -4.762937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 442725 members 
Entering Unmasked Estep 
Score: -47629368.000000 Penalty: 6457.945801
	Iteration 97Q: 3 clusters Score -4.762937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 442718 members 
Entering Unmasked Estep 
Score: -47629360.000000 Penalty: 6457.945801
	Iteration 98Q: 3 clusters Score -4.762936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 442710 members 
Entering Unmasked Estep 
Score: -47629356.000000 Penalty: 6457.945801
	Iteration 99Q: 3 clusters Score -4.762936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 442694 members 
Entering Unmasked Estep 
Score: -47629380.000000 Penalty: 6457.945801
	Iteration 100F: 3 clusters Score -4.762938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 442679 members 
Entering Unmasked Estep 
Score: -47629376.000000 Penalty: 6457.945801
	Iteration 101Q: 3 clusters Score -4.762938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 442660 members 
Entering Unmasked Estep 
Score: -47629404.000000 Penalty: 6457.945801
	Iteration 102Q: 3 clusters Score -4.76294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 442641 members 
Entering Unmasked Estep 
Score: -47629472.000000 Penalty: 6457.945801
	Iteration 103Q: 3 clusters Score -4.762947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 442624 members 
Entering Unmasked Estep 
Score: -47629508.000000 Penalty: 6457.945801
	Iteration 104Q: 3 clusters Score -4.762951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 442600 members 
Entering Unmasked Estep 
Score: -47629512.000000 Penalty: 6457.945801
	Iteration 105Q: 3 clusters Score -4.762951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 442578 members 
Entering Unmasked Estep 
Score: -47629528.000000 Penalty: 6457.945801
	Iteration 106Q: 3 clusters Score -4.762953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 442557 members 
Entering Unmasked Estep 
Score: -47629528.000000 Penalty: 6457.945801
	Iteration 107Q: 3 clusters Score -4.762953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 442539 members 
Entering Unmasked Estep 
Score: -47629504.000000 Penalty: 6457.945801
	Iteration 108Q: 3 clusters Score -4.76295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 442526 members 
Entering Unmasked Estep 
Score: -47629492.000000 Penalty: 6457.945801
	Iteration 109Q: 3 clusters Score -4.762949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 442511 members 
Entering Unmasked Estep 
Score: -47629512.000000 Penalty: 6457.945801
	Iteration 110Q: 3 clusters Score -4.762951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 442495 members 
Entering Unmasked Estep 
Score: -47629468.000000 Penalty: 6457.945801
	Iteration 111Q: 3 clusters Score -4.762947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 442482 members 
Entering Unmasked Estep 
Score: -47629496.000000 Penalty: 6457.945801
	Iteration 112Q: 3 clusters Score -4.76295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 442469 members 
Entering Unmasked Estep 
Score: -47629536.000000 Penalty: 6457.945801
	Iteration 113Q: 3 clusters Score -4.762954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 442458 members 
Entering Unmasked Estep 
Score: -47629540.000000 Penalty: 6457.945801
	Iteration 114Q: 3 clusters Score -4.762954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 442449 members 
Entering Unmasked Estep 
Score: -47629564.000000 Penalty: 6457.945801
	Iteration 115Q: 3 clusters Score -4.762956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 442440 members 
Entering Unmasked Estep 
Score: -47629588.000000 Penalty: 6457.945801
	Iteration 116Q: 3 clusters Score -4.762959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 442436 members 
Entering Unmasked Estep 
Score: -47629592.000000 Penalty: 6457.945801
	Iteration 117Q: 3 clusters Score -4.762959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 442433 members 
Entering Unmasked Estep 
Score: -47629564.000000 Penalty: 6457.945801
	Iteration 118Q: 3 clusters Score -4.762956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 442429 members 
Entering Unmasked Estep 
Score: -47629580.000000 Penalty: 6457.945801
	Iteration 119Q: 3 clusters Score -4.762958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 442426 members 
Entering Unmasked Estep 
Score: -47629592.000000 Penalty: 6457.945801
	Iteration 120F: 3 clusters Score -4.762959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 442423 members 
Entering Unmasked Estep 
Score: -47629584.000000 Penalty: 6457.945801
	Iteration 121Q: 3 clusters Score -4.762958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 442418 members 
Entering Unmasked Estep 
Score: -47629572.000000 Penalty: 6457.945801
	Iteration 122Q: 3 clusters Score -4.762957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 442415 members 
Entering Unmasked Estep 
Score: -47629588.000000 Penalty: 6457.945801
	Iteration 123Q: 3 clusters Score -4.762959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 442409 members 
Entering Unmasked Estep 
Score: -47629616.000000 Penalty: 6457.945801
	Iteration 124Q: 3 clusters Score -4.762962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 442402 members 
Entering Unmasked Estep 
Score: -47629620.000000 Penalty: 6457.945801
	Iteration 125Q: 3 clusters Score -4.762962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 442398 members 
Entering Unmasked Estep 
Score: -47629632.000000 Penalty: 6457.945801
	Iteration 126Q: 3 clusters Score -4.762963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 442391 members 
Entering Unmasked Estep 
Score: -47629636.000000 Penalty: 6457.945801
	Iteration 127Q: 3 clusters Score -4.762964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 442385 members 
Entering Unmasked Estep 
Score: -47629640.000000 Penalty: 6457.945801
	Iteration 128Q: 3 clusters Score -4.762964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 442377 members 
Entering Unmasked Estep 
Score: -47629664.000000 Penalty: 6457.945801
	Iteration 129Q: 3 clusters Score -4.762966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 442370 members 
Entering Unmasked Estep 
Score: -47629692.000000 Penalty: 6457.945801
	Iteration 130Q: 3 clusters Score -4.762969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 442360 members 
Entering Unmasked Estep 
Score: -47629652.000000 Penalty: 6457.945801
	Iteration 131Q: 3 clusters Score -4.762965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 442348 members 
Entering Unmasked Estep 
Score: -47629640.000000 Penalty: 6457.945801
	Iteration 132Q: 3 clusters Score -4.762964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 442338 members 
Entering Unmasked Estep 
Score: -47629652.000000 Penalty: 6457.945801
	Iteration 133Q: 3 clusters Score -4.762965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 442330 members 
Entering Unmasked Estep 
Score: -47629652.000000 Penalty: 6457.945801
	Iteration 134Q: 3 clusters Score -4.762965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 442311 members 
Entering Unmasked Estep 
Score: -47629680.000000 Penalty: 6457.945801
	Iteration 135Q: 3 clusters Score -4.762968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 442292 members 
Entering Unmasked Estep 
Score: -47629720.000000 Penalty: 6457.945801
	Iteration 136Q: 3 clusters Score -4.762972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 442273 members 
Entering Unmasked Estep 
Score: -47629720.000000 Penalty: 6457.945801
	Iteration 137Q: 3 clusters Score -4.762972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 442255 members 
Entering Unmasked Estep 
Score: -47629720.000000 Penalty: 6457.945801
	Iteration 138Q: 3 clusters Score -4.762972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 442234 members 
Entering Unmasked Estep 
Score: -47629764.000000 Penalty: 6457.945801
	Iteration 139Q: 3 clusters Score -4.762976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 442212 members 
Entering Unmasked Estep 
Score: -47629740.000000 Penalty: 6457.945801
	Iteration 140F: 3 clusters Score -4.762974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 442199 members 
Entering Unmasked Estep 
Score: -47629752.000000 Penalty: 6457.945801
	Iteration 141Q: 3 clusters Score -4.762975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 442184 members 
Entering Unmasked Estep 
Score: -47629768.000000 Penalty: 6457.945801
	Iteration 142Q: 3 clusters Score -4.762977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 442171 members 
Entering Unmasked Estep 
Score: -47629748.000000 Penalty: 6457.945801
	Iteration 143Q: 3 clusters Score -4.762975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 442159 members 
Entering Unmasked Estep 
Score: -47629788.000000 Penalty: 6457.945801
	Iteration 144Q: 3 clusters Score -4.762979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 442150 members 
Entering Unmasked Estep 
Score: -47629808.000000 Penalty: 6457.945801
	Iteration 145Q: 3 clusters Score -4.762981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 442142 members 
Entering Unmasked Estep 
Score: -47629824.000000 Penalty: 6457.945801
	Iteration 146Q: 3 clusters Score -4.762982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 442127 members 
Entering Unmasked Estep 
Score: -47629832.000000 Penalty: 6457.945801
	Iteration 147Q: 3 clusters Score -4.762983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 442114 members 
Entering Unmasked Estep 
Score: -47629852.000000 Penalty: 6457.945801
	Iteration 148Q: 3 clusters Score -4.762985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 442101 members 
Entering Unmasked Estep 
Score: -47629828.000000 Penalty: 6457.945801
	Iteration 149Q: 3 clusters Score -4.762983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 442085 members 
Entering Unmasked Estep 
Score: -47629852.000000 Penalty: 6457.945801
	Iteration 150Q: 3 clusters Score -4.762985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 442067 members 
Entering Unmasked Estep 
Score: -47629832.000000 Penalty: 6457.945801
	Iteration 151Q: 3 clusters Score -4.762983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 442052 members 
Entering Unmasked Estep 
Score: -47629832.000000 Penalty: 6457.945801
	Iteration 152Q: 3 clusters Score -4.762983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 442035 members 
Entering Unmasked Estep 
Score: -47629868.000000 Penalty: 6457.945801
	Iteration 153Q: 3 clusters Score -4.762987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 442015 members 
Entering Unmasked Estep 
Score: -47629884.000000 Penalty: 6457.945801
	Iteration 154Q: 3 clusters Score -4.762988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 441998 members 
Entering Unmasked Estep 
Score: -47629864.000000 Penalty: 6457.945801
	Iteration 155Q: 3 clusters Score -4.762986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 441985 members 
Entering Unmasked Estep 
Score: -47629860.000000 Penalty: 6457.945801
	Iteration 156Q: 3 clusters Score -4.762986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 441979 members 
Entering Unmasked Estep 
Score: -47629888.000000 Penalty: 6457.945801
	Iteration 157Q: 3 clusters Score -4.762989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 441974 members 
Entering Unmasked Estep 
Score: -47629928.000000 Penalty: 6457.945801
	Iteration 158Q: 3 clusters Score -4.762993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 441966 members 
Entering Unmasked Estep 
Score: -47629916.000000 Penalty: 6457.945801
	Iteration 159Q: 3 clusters Score -4.762992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 441957 members 
Entering Unmasked Estep 
Score: -47629964.000000 Penalty: 6457.945801
	Iteration 160F: 3 clusters Score -4.762996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 441949 members 
Entering Unmasked Estep 
Score: -47629940.000000 Penalty: 6457.945801
	Iteration 161Q: 3 clusters Score -4.762994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 441939 members 
Entering Unmasked Estep 
Score: -47629976.000000 Penalty: 6457.945801
	Iteration 162Q: 3 clusters Score -4.762998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 441927 members 
Entering Unmasked Estep 
Score: -47630000.000000 Penalty: 6457.945801
	Iteration 163Q: 3 clusters Score -4.763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 441911 members 
Entering Unmasked Estep 
Score: -47629988.000000 Penalty: 6457.945801
	Iteration 164Q: 3 clusters Score -4.762999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 441895 members 
Entering Unmasked Estep 
Score: -47630004.000000 Penalty: 6457.945801
	Iteration 165Q: 3 clusters Score -4.763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 441876 members 
Entering Unmasked Estep 
Score: -47630024.000000 Penalty: 6457.945801
	Iteration 166Q: 3 clusters Score -4.763002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 441858 members 
Entering Unmasked Estep 
Score: -47630048.000000 Penalty: 6457.945801
	Iteration 167Q: 3 clusters Score -4.763005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 441841 members 
Entering Unmasked Estep 
Score: -47630092.000000 Penalty: 6457.945801
	Iteration 168Q: 3 clusters Score -4.763009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 441825 members 
Entering Unmasked Estep 
Score: -47630056.000000 Penalty: 6457.945801
	Iteration 169Q: 3 clusters Score -4.763006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 441807 members 
Entering Unmasked Estep 
Score: -47630048.000000 Penalty: 6457.945801
	Iteration 170Q: 3 clusters Score -4.763005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 441793 members 
Entering Unmasked Estep 
Score: -47630080.000000 Penalty: 6457.945801
	Iteration 171Q: 3 clusters Score -4.763008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 441782 members 
Entering Unmasked Estep 
Score: -47630080.000000 Penalty: 6457.945801
	Iteration 172Q: 3 clusters Score -4.763008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 441768 members 
Entering Unmasked Estep 
Score: -47630092.000000 Penalty: 6457.945801
	Iteration 173Q: 3 clusters Score -4.763009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 441757 members 
Entering Unmasked Estep 
Score: -47630112.000000 Penalty: 6457.945801
	Iteration 174Q: 3 clusters Score -4.763011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 441744 members 
Entering Unmasked Estep 
Score: -47630160.000000 Penalty: 6457.945801
	Iteration 175Q: 3 clusters Score -4.763016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 441731 members 
Entering Unmasked Estep 
Score: -47630128.000000 Penalty: 6457.945801
	Iteration 176Q: 3 clusters Score -4.763013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 441725 members 
Entering Unmasked Estep 
Score: -47630144.000000 Penalty: 6457.945801
	Iteration 177Q: 3 clusters Score -4.763014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 441717 members 
Entering Unmasked Estep 
Score: -47630144.000000 Penalty: 6457.945801
	Iteration 178Q: 3 clusters Score -4.763014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 441707 members 
Entering Unmasked Estep 
Score: -47630140.000000 Penalty: 6457.945801
	Iteration 179Q: 3 clusters Score -4.763014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 441693 members 
Entering Unmasked Estep 
Score: -47630116.000000 Penalty: 6457.945801
	Iteration 180F: 3 clusters Score -4.763012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 441681 members 
Entering Unmasked Estep 
Score: -47630156.000000 Penalty: 6457.945801
	Iteration 181Q: 3 clusters Score -4.763016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 441666 members 
Entering Unmasked Estep 
Score: -47630152.000000 Penalty: 6457.945801
	Iteration 182Q: 3 clusters Score -4.763015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 441654 members 
Entering Unmasked Estep 
Score: -47630212.000000 Penalty: 6457.945801
	Iteration 183Q: 3 clusters Score -4.763021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 441642 members 
Entering Unmasked Estep 
Score: -47630196.000000 Penalty: 6457.945801
	Iteration 184Q: 3 clusters Score -4.76302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 441634 members 
Entering Unmasked Estep 
Score: -47630220.000000 Penalty: 6457.945801
	Iteration 185Q: 3 clusters Score -4.763022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 441628 members 
Entering Unmasked Estep 
Score: -47630240.000000 Penalty: 6457.945801
	Iteration 186Q: 3 clusters Score -4.763024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 441620 members 
Entering Unmasked Estep 
Score: -47630244.000000 Penalty: 6457.945801
	Iteration 187Q: 3 clusters Score -4.763024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 441612 members 
Entering Unmasked Estep 
Score: -47630260.000000 Penalty: 6457.945801
	Iteration 188Q: 3 clusters Score -4.763026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 441603 members 
Entering Unmasked Estep 
Score: -47630240.000000 Penalty: 6457.945801
	Iteration 189Q: 3 clusters Score -4.763024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 441596 members 
Entering Unmasked Estep 
Score: -47630272.000000 Penalty: 6457.945801
	Iteration 190Q: 3 clusters Score -4.763027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 441588 members 
Entering Unmasked Estep 
Score: -47630260.000000 Penalty: 6457.945801
	Iteration 191Q: 3 clusters Score -4.763026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 441574 members 
Entering Unmasked Estep 
Score: -47630292.000000 Penalty: 6457.945801
	Iteration 192Q: 3 clusters Score -4.763029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 441557 members 
Entering Unmasked Estep 
Score: -47630332.000000 Penalty: 6457.945801
	Iteration 193Q: 3 clusters Score -4.763033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 441538 members 
Entering Unmasked Estep 
Score: -47630344.000000 Penalty: 6457.945801
	Iteration 194Q: 3 clusters Score -4.763034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 441521 members 
Entering Unmasked Estep 
Score: -47630352.000000 Penalty: 6457.945801
	Iteration 195Q: 3 clusters Score -4.763035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 441505 members 
Entering Unmasked Estep 
Score: -47630336.000000 Penalty: 6457.945801
	Iteration 196Q: 3 clusters Score -4.763034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 441494 members 
Entering Unmasked Estep 
Score: -47630376.000000 Penalty: 6457.945801
	Iteration 197Q: 3 clusters Score -4.763038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 441486 members 
Entering Unmasked Estep 
Score: -47630348.000000 Penalty: 6457.945801
	Iteration 198Q: 3 clusters Score -4.763035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 441479 members 
Entering Unmasked Estep 
Score: -47630376.000000 Penalty: 6457.945801
	Iteration 199Q: 3 clusters Score -4.763038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 441475 members 
Entering Unmasked Estep 
Score: -47630372.000000 Penalty: 6457.945801
	Iteration 200F: 3 clusters Score -4.763037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 441472 members 
Entering Unmasked Estep 
Score: -47630368.000000 Penalty: 6457.945801
	Iteration 201Q: 3 clusters Score -4.763037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 441466 members 
Entering Unmasked Estep 
Score: -47630344.000000 Penalty: 6457.945801
	Iteration 202Q: 3 clusters Score -4.763034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 441459 members 
Entering Unmasked Estep 
Score: -47630344.000000 Penalty: 6457.945801
	Iteration 203Q: 3 clusters Score -4.763034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 441458 members 
Entering Unmasked Estep 
Score: -47630376.000000 Penalty: 6457.945801
	Iteration 204Q: 3 clusters Score -4.763038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 441456 members 
Entering Unmasked Estep 
Score: -47630372.000000 Penalty: 6457.945801
	Iteration 205Q: 3 clusters Score -4.763037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 441455 members 
Entering Unmasked Estep 
Score: -47630396.000000 Penalty: 6457.945801
	Iteration 206Q: 3 clusters Score -4.76304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 441452 members 
Entering Unmasked Estep 
Score: -47630376.000000 Penalty: 6457.945801
	Iteration 207Q: 3 clusters Score -4.763038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 441448 members 
Entering Unmasked Estep 
Score: -47630396.000000 Penalty: 6457.945801
	Iteration 208Q: 3 clusters Score -4.76304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 441444 members 
Entering Unmasked Estep 
Score: -47630400.000000 Penalty: 6457.945801
	Iteration 209Q: 3 clusters Score -4.76304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 441443 members 
Entering Unmasked Estep 
Score: -47630376.000000 Penalty: 6457.945801
	Iteration 210Q: 3 clusters Score -4.763038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 441443 members 
Entering Unmasked Estep 
Score: -47630376.000000 Penalty: 6457.945801
	Iteration 211F: 3 clusters Score -4.763038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 272313 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 51921 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 207965 members 
Mstep: Class 19 contains 275339 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 73414 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 441443 members 
Entering Unmasked Estep 
Score: -158281840.000000 Penalty: 81209.359375
Splitting cluster 17 changes total score from -158258720.000000 to -158281840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (207965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207965 members 
Entering Unmasked Estep 
Score: -22200628.000000 Penalty: 3036.791016
	Iteration 0F: 2 clusters Score -2.220063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -22062562.000000 Penalty: 6073.582031
	Iteration 0F: 3 clusters Score -2.206256e+07 nChanged 99842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -22122260.000000 Penalty: 6073.582031
	Iteration 1F: 3 clusters Score -2.212226e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -22124812.000000 Penalty: 6073.582031
	Iteration 2Q: 3 clusters Score -2.212481e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -22128498.000000 Penalty: 6073.582031
	Iteration 3Q: 3 clusters Score -2.21285e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 114324 members 
Entering Unmasked Estep 
Score: -22133520.000000 Penalty: 6073.582031
	Iteration 4F: 3 clusters Score -2.213352e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -22141686.000000 Penalty: 6073.582031
	Iteration 5F: 3 clusters Score -2.214169e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 129939 members 
Entering Unmasked Estep 
Score: -22154154.000000 Penalty: 6073.582031
	Iteration 6F: 3 clusters Score -2.215415e+07 nChanged 15297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 138544 members 
Entering Unmasked Estep 
Score: -22168298.000000 Penalty: 6073.582031
	Iteration 7F: 3 clusters Score -2.21683e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -22177666.000000 Penalty: 6073.582031
	Iteration 8F: 3 clusters Score -2.217767e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -22180832.000000 Penalty: 6073.582031
	Iteration 9Q: 3 clusters Score -2.218083e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -22182302.000000 Penalty: 6073.582031
	Iteration 10Q: 3 clusters Score -2.21823e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -22183220.000000 Penalty: 6073.582031
	Iteration 11Q: 3 clusters Score -2.218322e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -22184308.000000 Penalty: 6073.582031
	Iteration 12Q: 3 clusters Score -2.218431e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -22185182.000000 Penalty: 6073.582031
	Iteration 13Q: 3 clusters Score -2.218518e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -22185980.000000 Penalty: 6073.582031
	Iteration 14Q: 3 clusters Score -2.218598e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -22186692.000000 Penalty: 6073.582031
	Iteration 15Q: 3 clusters Score -2.218669e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 166115 members 
Entering Unmasked Estep 
Score: -22187490.000000 Penalty: 6073.582031
	Iteration 16Q: 3 clusters Score -2.218749e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 168492 members 
Entering Unmasked Estep 
Score: -22188152.000000 Penalty: 6073.582031
	Iteration 17Q: 3 clusters Score -2.218815e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -22188886.000000 Penalty: 6073.582031
	Iteration 18Q: 3 clusters Score -2.218889e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -22189464.000000 Penalty: 6073.582031
	Iteration 19Q: 3 clusters Score -2.218946e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 175538 members 
Entering Unmasked Estep 
Score: -22190178.000000 Penalty: 6073.582031
	Iteration 20F: 3 clusters Score -2.219018e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -22190646.000000 Penalty: 6073.582031
	Iteration 21Q: 3 clusters Score -2.219065e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 180039 members 
Entering Unmasked Estep 
Score: -22191246.000000 Penalty: 6073.582031
	Iteration 22Q: 3 clusters Score -2.219125e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 182252 members 
Entering Unmasked Estep 
Score: -22191900.000000 Penalty: 6073.582031
	Iteration 23Q: 3 clusters Score -2.21919e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -22192470.000000 Penalty: 6073.582031
	Iteration 24Q: 3 clusters Score -2.219247e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 186452 members 
Entering Unmasked Estep 
Score: -22193276.000000 Penalty: 6073.582031
	Iteration 25Q: 3 clusters Score -2.219328e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 188401 members 
Entering Unmasked Estep 
Score: -22193804.000000 Penalty: 6073.582031
	Iteration 26Q: 3 clusters Score -2.21938e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -22194580.000000 Penalty: 6073.582031
	Iteration 27Q: 3 clusters Score -2.219458e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 192110 members 
Entering Unmasked Estep 
Score: -22195238.000000 Penalty: 6073.582031
	Iteration 28Q: 3 clusters Score -2.219524e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 193783 members 
Entering Unmasked Estep 
Score: -22195788.000000 Penalty: 6073.582031
	Iteration 29Q: 3 clusters Score -2.219579e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 195281 members 
Entering Unmasked Estep 
Score: -22196304.000000 Penalty: 6073.582031
	Iteration 30Q: 3 clusters Score -2.21963e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 196608 members 
Entering Unmasked Estep 
Score: -22196748.000000 Penalty: 6073.582031
	Iteration 31Q: 3 clusters Score -2.219675e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 197824 members 
Entering Unmasked Estep 
Score: -22197116.000000 Penalty: 6073.582031
	Iteration 32Q: 3 clusters Score -2.219712e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 198892 members 
Entering Unmasked Estep 
Score: -22197494.000000 Penalty: 6073.582031
	Iteration 33Q: 3 clusters Score -2.219749e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 199845 members 
Entering Unmasked Estep 
Score: -22197784.000000 Penalty: 6073.582031
	Iteration 34Q: 3 clusters Score -2.219778e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 200678 members 
Entering Unmasked Estep 
Score: -22198102.000000 Penalty: 6073.582031
	Iteration 35Q: 3 clusters Score -2.21981e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 201431 members 
Entering Unmasked Estep 
Score: -22198226.000000 Penalty: 6073.582031
	Iteration 36Q: 3 clusters Score -2.219823e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 202073 members 
Entering Unmasked Estep 
Score: -22198562.000000 Penalty: 6073.582031
	Iteration 37Q: 3 clusters Score -2.219856e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 202626 members 
Entering Unmasked Estep 
Score: -22198760.000000 Penalty: 6073.582031
	Iteration 38Q: 3 clusters Score -2.219876e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 203082 members 
Entering Unmasked Estep 
Score: -22198958.000000 Penalty: 6073.582031
	Iteration 39Q: 3 clusters Score -2.219896e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 203462 members 
Entering Unmasked Estep 
Score: -22199128.000000 Penalty: 6073.582031
	Iteration 40F: 3 clusters Score -2.219913e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 203790 members 
Entering Unmasked Estep 
Score: -22199164.000000 Penalty: 6073.582031
	Iteration 41Q: 3 clusters Score -2.219916e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 204079 members 
Entering Unmasked Estep 
Score: -22199318.000000 Penalty: 6073.582031
	Iteration 42Q: 3 clusters Score -2.219932e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 204332 members 
Entering Unmasked Estep 
Score: -22199390.000000 Penalty: 6073.582031
	Iteration 43Q: 3 clusters Score -2.219939e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 204560 members 
Entering Unmasked Estep 
Score: -22199566.000000 Penalty: 6073.582031
	Iteration 44Q: 3 clusters Score -2.219957e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 204745 members 
Entering Unmasked Estep 
Score: -22199654.000000 Penalty: 6073.582031
	Iteration 45Q: 3 clusters Score -2.219965e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 204900 members 
Entering Unmasked Estep 
Score: -22199748.000000 Penalty: 6073.582031
	Iteration 46Q: 3 clusters Score -2.219975e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 205018 members 
Entering Unmasked Estep 
Score: -22199802.000000 Penalty: 6073.582031
	Iteration 47Q: 3 clusters Score -2.21998e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 205090 members 
Entering Unmasked Estep 
Score: -22199816.000000 Penalty: 6073.582031
	Iteration 48Q: 3 clusters Score -2.219982e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 205140 members 
Entering Unmasked Estep 
Score: -22199882.000000 Penalty: 6073.582031
	Iteration 49Q: 3 clusters Score -2.219988e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 205176 members 
Entering Unmasked Estep 
Score: -22199896.000000 Penalty: 6073.582031
	Iteration 50Q: 3 clusters Score -2.21999e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 205215 members 
Entering Unmasked Estep 
Score: -22199886.000000 Penalty: 6073.582031
	Iteration 51Q: 3 clusters Score -2.219989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 205245 members 
Entering Unmasked Estep 
Score: -22199906.000000 Penalty: 6073.582031
	Iteration 52Q: 3 clusters Score -2.219991e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 205269 members 
Entering Unmasked Estep 
Score: -22199970.000000 Penalty: 6073.582031
	Iteration 53Q: 3 clusters Score -2.219997e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 205292 members 
Entering Unmasked Estep 
Score: -22199944.000000 Penalty: 6073.582031
	Iteration 54Q: 3 clusters Score -2.219994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 205311 members 
Entering Unmasked Estep 
Score: -22199938.000000 Penalty: 6073.582031
	Iteration 55Q: 3 clusters Score -2.219994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 205326 members 
Entering Unmasked Estep 
Score: -22199940.000000 Penalty: 6073.582031
	Iteration 56Q: 3 clusters Score -2.219994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 205346 members 
Entering Unmasked Estep 
Score: -22199954.000000 Penalty: 6073.582031
	Iteration 57Q: 3 clusters Score -2.219995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -22199946.000000 Penalty: 6073.582031
	Iteration 58Q: 3 clusters Score -2.219995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 205353 members 
Entering Unmasked Estep 
Score: -22199916.000000 Penalty: 6073.582031
	Iteration 59Q: 3 clusters Score -2.219992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 205356 members 
Entering Unmasked Estep 
Score: -22199914.000000 Penalty: 6073.582031
	Iteration 60F: 3 clusters Score -2.219991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 205352 members 
Entering Unmasked Estep 
Score: -22199928.000000 Penalty: 6073.582031
	Iteration 61Q: 3 clusters Score -2.219993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 205346 members 
Entering Unmasked Estep 
Score: -22199910.000000 Penalty: 6073.582031
	Iteration 62Q: 3 clusters Score -2.219991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -22199926.000000 Penalty: 6073.582031
	Iteration 63Q: 3 clusters Score -2.219993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 205346 members 
Entering Unmasked Estep 
Score: -22199932.000000 Penalty: 6073.582031
	Iteration 64Q: 3 clusters Score -2.219993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -22199916.000000 Penalty: 6073.582031
	Iteration 65Q: 3 clusters Score -2.219992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -22199928.000000 Penalty: 6073.582031
	Iteration 66Q: 3 clusters Score -2.219993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 205350 members 
Entering Unmasked Estep 
Score: -22199936.000000 Penalty: 6073.582031
	Iteration 67Q: 3 clusters Score -2.219994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -22199928.000000 Penalty: 6073.582031
	Iteration 68Q: 3 clusters Score -2.219993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -22199930.000000 Penalty: 6073.582031
	Iteration 69Q: 3 clusters Score -2.219993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 205348 members 
Entering Unmasked Estep 
Score: -22199932.000000 Penalty: 6073.582031
	Iteration 70Q: 3 clusters Score -2.219993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -22199928.000000 Penalty: 6073.582031
	Iteration 71Q: 3 clusters Score -2.219993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -22199928.000000 Penalty: 6073.582031
	Iteration 72F: 3 clusters Score -2.219993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275339 members 
Entering Unmasked Estep 
Score: -29252804.000000 Penalty: 3106.388184
	Iteration 0F: 2 clusters Score -2.92528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 137810 members 
Entering Unmasked Estep 
Score: -29072958.000000 Penalty: 6212.776367
	Iteration 0F: 3 clusters Score -2.907296e+07 nChanged 132959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134880 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -29151816.000000 Penalty: 6212.776367
	Iteration 1F: 3 clusters Score -2.915182e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 142420 members 
Entering Unmasked Estep 
Score: -29153596.000000 Penalty: 6212.776367
	Iteration 2Q: 3 clusters Score -2.91536e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 145532 members 
Entering Unmasked Estep 
Score: -29156036.000000 Penalty: 6212.776367
	Iteration 3Q: 3 clusters Score -2.915604e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125066 members 
Mstep: Class 2 contains 150273 members 
Entering Unmasked Estep 
Score: -29160180.000000 Penalty: 6212.776367
	Iteration 4Q: 3 clusters Score -2.916018e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -29167752.000000 Penalty: 6212.776367
	Iteration 5F: 3 clusters Score -2.916775e+07 nChanged 18301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -29180212.000000 Penalty: 6212.776367
	Iteration 6F: 3 clusters Score -2.918021e+07 nChanged 21394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -29196558.000000 Penalty: 6212.776367
	Iteration 7F: 3 clusters Score -2.919656e+07 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 195189 members 
Entering Unmasked Estep 
Score: -29213340.000000 Penalty: 6212.776367
	Iteration 8F: 3 clusters Score -2.921334e+07 nChanged 17047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 205730 members 
Entering Unmasked Estep 
Score: -29225964.000000 Penalty: 6212.776367
	Iteration 9F: 3 clusters Score -2.922596e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 212821 members 
Entering Unmasked Estep 
Score: -29232470.000000 Penalty: 6212.776367
	Iteration 10Q: 3 clusters Score -2.923247e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 218175 members 
Entering Unmasked Estep 
Score: -29235912.000000 Penalty: 6212.776367
	Iteration 11Q: 3 clusters Score -2.923591e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 222777 members 
Entering Unmasked Estep 
Score: -29238074.000000 Penalty: 6212.776367
	Iteration 12Q: 3 clusters Score -2.923807e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 226862 members 
Entering Unmasked Estep 
Score: -29239618.000000 Penalty: 6212.776367
	Iteration 13Q: 3 clusters Score -2.923962e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 230636 members 
Entering Unmasked Estep 
Score: -29241220.000000 Penalty: 6212.776367
	Iteration 14Q: 3 clusters Score -2.924122e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 234222 members 
Entering Unmasked Estep 
Score: -29242470.000000 Penalty: 6212.776367
	Iteration 15Q: 3 clusters Score -2.924247e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 237724 members 
Entering Unmasked Estep 
Score: -29243704.000000 Penalty: 6212.776367
	Iteration 16Q: 3 clusters Score -2.92437e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 241012 members 
Entering Unmasked Estep 
Score: -29244954.000000 Penalty: 6212.776367
	Iteration 17Q: 3 clusters Score -2.924495e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 244016 members 
Entering Unmasked Estep 
Score: -29246002.000000 Penalty: 6212.776367
	Iteration 18Q: 3 clusters Score -2.9246e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 246799 members 
Entering Unmasked Estep 
Score: -29247068.000000 Penalty: 6212.776367
	Iteration 19Q: 3 clusters Score -2.924707e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 249370 members 
Entering Unmasked Estep 
Score: -29247754.000000 Penalty: 6212.776367
	Iteration 20F: 3 clusters Score -2.924775e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 251738 members 
Entering Unmasked Estep 
Score: -29248424.000000 Penalty: 6212.776367
	Iteration 21Q: 3 clusters Score -2.924842e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 253881 members 
Entering Unmasked Estep 
Score: -29249144.000000 Penalty: 6212.776367
	Iteration 22Q: 3 clusters Score -2.924914e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 255806 members 
Entering Unmasked Estep 
Score: -29249648.000000 Penalty: 6212.776367
	Iteration 23Q: 3 clusters Score -2.924965e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 257520 members 
Entering Unmasked Estep 
Score: -29250066.000000 Penalty: 6212.776367
	Iteration 24Q: 3 clusters Score -2.925007e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 259119 members 
Entering Unmasked Estep 
Score: -29250370.000000 Penalty: 6212.776367
	Iteration 25Q: 3 clusters Score -2.925037e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 260497 members 
Entering Unmasked Estep 
Score: -29250652.000000 Penalty: 6212.776367
	Iteration 26Q: 3 clusters Score -2.925065e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 261743 members 
Entering Unmasked Estep 
Score: -29250888.000000 Penalty: 6212.776367
	Iteration 27Q: 3 clusters Score -2.925089e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 262840 members 
Entering Unmasked Estep 
Score: -29251018.000000 Penalty: 6212.776367
	Iteration 28Q: 3 clusters Score -2.925102e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 263794 members 
Entering Unmasked Estep 
Score: -29251276.000000 Penalty: 6212.776367
	Iteration 29Q: 3 clusters Score -2.925128e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 264609 members 
Entering Unmasked Estep 
Score: -29251458.000000 Penalty: 6212.776367
	Iteration 30Q: 3 clusters Score -2.925146e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 265367 members 
Entering Unmasked Estep 
Score: -29251668.000000 Penalty: 6212.776367
	Iteration 31Q: 3 clusters Score -2.925167e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 266012 members 
Entering Unmasked Estep 
Score: -29251764.000000 Penalty: 6212.776367
	Iteration 32Q: 3 clusters Score -2.925176e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 266569 members 
Entering Unmasked Estep 
Score: -29251948.000000 Penalty: 6212.776367
	Iteration 33Q: 3 clusters Score -2.925195e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 267064 members 
Entering Unmasked Estep 
Score: -29252026.000000 Penalty: 6212.776367
	Iteration 34Q: 3 clusters Score -2.925203e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 267516 members 
Entering Unmasked Estep 
Score: -29252092.000000 Penalty: 6212.776367
	Iteration 35Q: 3 clusters Score -2.925209e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 267908 members 
Entering Unmasked Estep 
Score: -29252230.000000 Penalty: 6212.776367
	Iteration 36Q: 3 clusters Score -2.925223e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 268261 members 
Entering Unmasked Estep 
Score: -29252282.000000 Penalty: 6212.776367
	Iteration 37Q: 3 clusters Score -2.925228e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 268551 members 
Entering Unmasked Estep 
Score: -29252356.000000 Penalty: 6212.776367
	Iteration 38Q: 3 clusters Score -2.925236e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 268824 members 
Entering Unmasked Estep 
Score: -29252336.000000 Penalty: 6212.776367
	Iteration 39Q: 3 clusters Score -2.925234e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 269044 members 
Entering Unmasked Estep 
Score: -29252330.000000 Penalty: 6212.776367
	Iteration 40F: 3 clusters Score -2.925233e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 269227 members 
Entering Unmasked Estep 
Score: -29252258.000000 Penalty: 6212.776367
	Iteration 41Q: 3 clusters Score -2.925226e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 269381 members 
Entering Unmasked Estep 
Score: -29252216.000000 Penalty: 6212.776367
	Iteration 42Q: 3 clusters Score -2.925222e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 269522 members 
Entering Unmasked Estep 
Score: -29252240.000000 Penalty: 6212.776367
	Iteration 43Q: 3 clusters Score -2.925224e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 269646 members 
Entering Unmasked Estep 
Score: -29252238.000000 Penalty: 6212.776367
	Iteration 44Q: 3 clusters Score -2.925224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 269731 members 
Entering Unmasked Estep 
Score: -29252258.000000 Penalty: 6212.776367
	Iteration 45Q: 3 clusters Score -2.925226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 269806 members 
Entering Unmasked Estep 
Score: -29252262.000000 Penalty: 6212.776367
	Iteration 46Q: 3 clusters Score -2.925226e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 269883 members 
Entering Unmasked Estep 
Score: -29252292.000000 Penalty: 6212.776367
	Iteration 47Q: 3 clusters Score -2.925229e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 269963 members 
Entering Unmasked Estep 
Score: -29252282.000000 Penalty: 6212.776367
	Iteration 48Q: 3 clusters Score -2.925228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 270021 members 
Entering Unmasked Estep 
Score: -29252286.000000 Penalty: 6212.776367
	Iteration 49Q: 3 clusters Score -2.925229e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 270076 members 
Entering Unmasked Estep 
Score: -29252322.000000 Penalty: 6212.776367
	Iteration 50Q: 3 clusters Score -2.925232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 270120 members 
Entering Unmasked Estep 
Score: -29252322.000000 Penalty: 6212.776367
	Iteration 51Q: 3 clusters Score -2.925232e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 270156 members 
Entering Unmasked Estep 
Score: -29252346.000000 Penalty: 6212.776367
	Iteration 52Q: 3 clusters Score -2.925235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 270192 members 
Entering Unmasked Estep 
Score: -29252360.000000 Penalty: 6212.776367
	Iteration 53Q: 3 clusters Score -2.925236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 270225 members 
Entering Unmasked Estep 
Score: -29252394.000000 Penalty: 6212.776367
	Iteration 54Q: 3 clusters Score -2.925239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 270255 members 
Entering Unmasked Estep 
Score: -29252374.000000 Penalty: 6212.776367
	Iteration 55Q: 3 clusters Score -2.925237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 270283 members 
Entering Unmasked Estep 
Score: -29252402.000000 Penalty: 6212.776367
	Iteration 56Q: 3 clusters Score -2.92524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 270313 members 
Entering Unmasked Estep 
Score: -29252470.000000 Penalty: 6212.776367
	Iteration 57Q: 3 clusters Score -2.925247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 270336 members 
Entering Unmasked Estep 
Score: -29252476.000000 Penalty: 6212.776367
	Iteration 58Q: 3 clusters Score -2.925248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 270350 members 
Entering Unmasked Estep 
Score: -29252472.000000 Penalty: 6212.776367
	Iteration 59Q: 3 clusters Score -2.925247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 270363 members 
Entering Unmasked Estep 
Score: -29252446.000000 Penalty: 6212.776367
	Iteration 60F: 3 clusters Score -2.925245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 270376 members 
Entering Unmasked Estep 
Score: -29252452.000000 Penalty: 6212.776367
	Iteration 61Q: 3 clusters Score -2.925245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 270383 members 
Entering Unmasked Estep 
Score: -29252462.000000 Penalty: 6212.776367
	Iteration 62Q: 3 clusters Score -2.925246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 270389 members 
Entering Unmasked Estep 
Score: -29252454.000000 Penalty: 6212.776367
	Iteration 63Q: 3 clusters Score -2.925245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 270390 members 
Entering Unmasked Estep 
Score: -29252436.000000 Penalty: 6212.776367
	Iteration 64Q: 3 clusters Score -2.925244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 270396 members 
Entering Unmasked Estep 
Score: -29252450.000000 Penalty: 6212.776367
	Iteration 65Q: 3 clusters Score -2.925245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 270400 members 
Entering Unmasked Estep 
Score: -29252452.000000 Penalty: 6212.776367
	Iteration 66Q: 3 clusters Score -2.925245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 270404 members 
Entering Unmasked Estep 
Score: -29252456.000000 Penalty: 6212.776367
	Iteration 67Q: 3 clusters Score -2.925246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 270411 members 
Entering Unmasked Estep 
Score: -29252446.000000 Penalty: 6212.776367
	Iteration 68Q: 3 clusters Score -2.925245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 270418 members 
Entering Unmasked Estep 
Score: -29252458.000000 Penalty: 6212.776367
	Iteration 69Q: 3 clusters Score -2.925246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 270432 members 
Entering Unmasked Estep 
Score: -29252464.000000 Penalty: 6212.776367
	Iteration 70Q: 3 clusters Score -2.925246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 270448 members 
Entering Unmasked Estep 
Score: -29252492.000000 Penalty: 6212.776367
	Iteration 71Q: 3 clusters Score -2.925249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 270457 members 
Entering Unmasked Estep 
Score: -29252482.000000 Penalty: 6212.776367
	Iteration 72Q: 3 clusters Score -2.925248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 270468 members 
Entering Unmasked Estep 
Score: -29252472.000000 Penalty: 6212.776367
	Iteration 73Q: 3 clusters Score -2.925247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 270475 members 
Entering Unmasked Estep 
Score: -29252462.000000 Penalty: 6212.776367
	Iteration 74Q: 3 clusters Score -2.925246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 270483 members 
Entering Unmasked Estep 
Score: -29252458.000000 Penalty: 6212.776367
	Iteration 75Q: 3 clusters Score -2.925246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 270487 members 
Entering Unmasked Estep 
Score: -29252444.000000 Penalty: 6212.776367
	Iteration 76Q: 3 clusters Score -2.925244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 270490 members 
Entering Unmasked Estep 
Score: -29252438.000000 Penalty: 6212.776367
	Iteration 77Q: 3 clusters Score -2.925244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 270497 members 
Entering Unmasked Estep 
Score: -29252458.000000 Penalty: 6212.776367
	Iteration 78Q: 3 clusters Score -2.925246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 270505 members 
Entering Unmasked Estep 
Score: -29252446.000000 Penalty: 6212.776367
	Iteration 79Q: 3 clusters Score -2.925245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 270511 members 
Entering Unmasked Estep 
Score: -29252462.000000 Penalty: 6212.776367
	Iteration 80F: 3 clusters Score -2.925246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 270519 members 
Entering Unmasked Estep 
Score: -29252476.000000 Penalty: 6212.776367
	Iteration 81Q: 3 clusters Score -2.925248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 270524 members 
Entering Unmasked Estep 
Score: -29252456.000000 Penalty: 6212.776367
	Iteration 82Q: 3 clusters Score -2.925246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 270525 members 
Entering Unmasked Estep 
Score: -29252438.000000 Penalty: 6212.776367
	Iteration 83Q: 3 clusters Score -2.925244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 270525 members 
Entering Unmasked Estep 
Score: -29252438.000000 Penalty: 6212.776367
	Iteration 84F: 3 clusters Score -2.925244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -602770.937500 Penalty: 2142.924561
	Iteration 0F: 2 clusters Score -602770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -597826.875000 Penalty: 4285.849121
	Iteration 0F: 3 clusters Score -597826.9 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -599004.687500 Penalty: 4285.849121
	Iteration 1F: 3 clusters Score -599004.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -599204.937500 Penalty: 4285.849121
	Iteration 2F: 3 clusters Score -599204.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -599355.437500 Penalty: 4285.849121
	Iteration 3Q: 3 clusters Score -599355.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -599479.000000 Penalty: 4285.849121
	Iteration 4Q: 3 clusters Score -599479 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -599582.187500 Penalty: 4285.849121
	Iteration 5Q: 3 clusters Score -599582.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -599683.562500 Penalty: 4285.849121
	Iteration 6Q: 3 clusters Score -599683.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -599780.687500 Penalty: 4285.849121
	Iteration 7Q: 3 clusters Score -599780.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -599865.562500 Penalty: 4285.849121
	Iteration 8Q: 3 clusters Score -599865.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -599978.375000 Penalty: 4285.849121
	Iteration 9Q: 3 clusters Score -599978.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -600105.125000 Penalty: 4285.849121
	Iteration 10Q: 3 clusters Score -600105.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -600247.687500 Penalty: 4285.849121
	Iteration 11Q: 3 clusters Score -600247.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -600387.187500 Penalty: 4285.849121
	Iteration 12Q: 3 clusters Score -600387.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -600502.375000 Penalty: 4285.849121
	Iteration 13Q: 3 clusters Score -600502.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -600610.437500 Penalty: 4285.849121
	Iteration 14Q: 3 clusters Score -600610.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -600702.562500 Penalty: 4285.849121
	Iteration 15Q: 3 clusters Score -600702.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -600767.812500 Penalty: 4285.849121
	Iteration 16Q: 3 clusters Score -600767.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -600817.312500 Penalty: 4285.849121
	Iteration 17Q: 3 clusters Score -600817.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -600860.437500 Penalty: 4285.849121
	Iteration 18Q: 3 clusters Score -600860.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -600889.437500 Penalty: 4285.849121
	Iteration 19Q: 3 clusters Score -600889.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -600906.062500 Penalty: 4285.849121
	Iteration 20F: 3 clusters Score -600906.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -600917.000000 Penalty: 4285.849121
	Iteration 21Q: 3 clusters Score -600917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -600919.187500 Penalty: 4285.849121
	Iteration 22Q: 3 clusters Score -600919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -600921.312500 Penalty: 4285.849121
	Iteration 23Q: 3 clusters Score -600921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -600923.312500 Penalty: 4285.849121
	Iteration 24Q: 3 clusters Score -600923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -600926.062500 Penalty: 4285.849121
	Iteration 25Q: 3 clusters Score -600926.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -600929.812500 Penalty: 4285.849121
	Iteration 26Q: 3 clusters Score -600929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -600931.875000 Penalty: 4285.849121
	Iteration 27Q: 3 clusters Score -600931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -600932.187500 Penalty: 4285.849121
	Iteration 28Q: 3 clusters Score -600932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -600933.125000 Penalty: 4285.849121
	Iteration 29Q: 3 clusters Score -600933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -600935.250000 Penalty: 4285.849121
	Iteration 30Q: 3 clusters Score -600935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -600936.125000 Penalty: 4285.849121
	Iteration 31Q: 3 clusters Score -600936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -600937.750000 Penalty: 4285.849121
	Iteration 32Q: 3 clusters Score -600937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -600940.375000 Penalty: 4285.849121
	Iteration 33Q: 3 clusters Score -600940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -600942.562500 Penalty: 4285.849121
	Iteration 34Q: 3 clusters Score -600942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -600944.250000 Penalty: 4285.849121
	Iteration 35Q: 3 clusters Score -600944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -600945.625000 Penalty: 4285.849121
	Iteration 36Q: 3 clusters Score -600945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -600947.687500 Penalty: 4285.849121
	Iteration 37Q: 3 clusters Score -600947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -600949.437500 Penalty: 4285.849121
	Iteration 38Q: 3 clusters Score -600949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -600951.187500 Penalty: 4285.849121
	Iteration 39Q: 3 clusters Score -600951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -600952.312500 Penalty: 4285.849121
	Iteration 40F: 3 clusters Score -600952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -600952.000000 Penalty: 4285.849121
	Iteration 41Q: 3 clusters Score -600952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -600953.562500 Penalty: 4285.849121
	Iteration 42Q: 3 clusters Score -600953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -600953.375000 Penalty: 4285.849121
	Iteration 43Q: 3 clusters Score -600953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -600953.375000 Penalty: 4285.849121
	Iteration 44F: 3 clusters Score -600953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 272313 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 51921 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 207965 members 
Mstep: Class 19 contains 275339 members 
Mstep: Class 20 contains 5658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158286336.000000 Penalty: 81209.359375
Iteration 39Q: 24 clusters Score -1.582863e+08 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 272729 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 43807 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 31442 members 
Mstep: Class 8 contains 33931 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 850 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 19607 members 
Mstep: Class 13 contains 5781 members 
Mstep: Class 14 contains 32199 members 
Mstep: Class 15 contains 52263 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 10821 members 
Mstep: Class 18 contains 211318 members 
Mstep: Class 19 contains 275596 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 74216 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 434661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158295632.000000 Penalty: 81209.359375
Iteration 40F: 24 clusters Score -1.582956e+08 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 271575 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 43729 members 
Mstep: Class 5 contains 2079 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 31624 members 
Mstep: Class 8 contains 32750 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 850 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 20519 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 32097 members 
Mstep: Class 15 contains 52439 members 
Mstep: Class 16 contains 3407 members 
Mstep: Class 17 contains 11104 members 
Mstep: Class 18 contains 212531 members 
Mstep: Class 19 contains 273110 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 74468 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 436038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158295440.000000 Penalty: 81209.359375
Iteration 41Q: 24 clusters Score -1.582954e+08 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 270558 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 43734 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 31854 members 
Mstep: Class 8 contains 31556 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 21474 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 32115 members 
Mstep: Class 15 contains 52742 members 
Mstep: Class 16 contains 3384 members 
Mstep: Class 17 contains 11257 members 
Mstep: Class 18 contains 215031 members 
Mstep: Class 19 contains 271539 members 
Mstep: Class 20 contains 6985 members 
Mstep: Class 21 contains 74585 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 434942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158297456.000000 Penalty: 81209.359375
Iteration 42Q: 24 clusters Score -1.582975e+08 nChanged 17795
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 269544 members 
Mstep: Class 3 contains 4972 members 
Mstep: Class 4 contains 43744 members 
Mstep: Class 5 contains 2112 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32049 members 
Mstep: Class 8 contains 30484 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 22481 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 32152 members 
Mstep: Class 15 contains 53141 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 11359 members 
Mstep: Class 18 contains 218553 members 
Mstep: Class 19 contains 270397 members 
Mstep: Class 20 contains 7448 members 
Mstep: Class 21 contains 74627 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 432276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158299840.000000 Penalty: 81209.359375
Iteration 43Q: 24 clusters Score -1.582998e+08 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 268347 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 43808 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32231 members 
Mstep: Class 8 contains 29496 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 23574 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 32152 members 
Mstep: Class 15 contains 53590 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 11399 members 
Mstep: Class 18 contains 222768 members 
Mstep: Class 19 contains 269621 members 
Mstep: Class 20 contains 7905 members 
Mstep: Class 21 contains 74623 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 428652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158302560.000000 Penalty: 81209.359375
Iteration 44Q: 24 clusters Score -1.583026e+08 nChanged 16187
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 267000 members 
Mstep: Class 3 contains 4650 members 
Mstep: Class 4 contains 43878 members 
Mstep: Class 5 contains 2120 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32371 members 
Mstep: Class 8 contains 28508 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 24678 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 32161 members 
Mstep: Class 15 contains 54061 members 
Mstep: Class 16 contains 3364 members 
Mstep: Class 17 contains 11412 members 
Mstep: Class 18 contains 227666 members 
Mstep: Class 19 contains 269052 members 
Mstep: Class 20 contains 8306 members 
Mstep: Class 21 contains 74621 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 424360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158304416.000000 Penalty: 81209.359375
Iteration 45Q: 24 clusters Score -1.583044e+08 nChanged 15947
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 265487 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 43950 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 27560 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 25751 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 32197 members 
Mstep: Class 15 contains 54578 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 11388 members 
Mstep: Class 18 contains 232926 members 
Mstep: Class 19 contains 268481 members 
Mstep: Class 20 contains 8717 members 
Mstep: Class 21 contains 74551 members 
Mstep: Class 22 contains 1132 members 
Mstep: Class 23 contains 419847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307904.000000 Penalty: 81209.359375
Iteration 46Q: 24 clusters Score -1.583079e+08 nChanged 15902
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 263658 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 43992 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32644 members 
Mstep: Class 8 contains 26816 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 26860 members 
Mstep: Class 13 contains 6380 members 
Mstep: Class 14 contains 32213 members 
Mstep: Class 15 contains 55023 members 
Mstep: Class 16 contains 3360 members 
Mstep: Class 17 contains 11362 members 
Mstep: Class 18 contains 238606 members 
Mstep: Class 19 contains 267827 members 
Mstep: Class 20 contains 9127 members 
Mstep: Class 21 contains 74468 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 415228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158312272.000000 Penalty: 81209.359375
Iteration 47Q: 24 clusters Score -1.583123e+08 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 261521 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 44018 members 
Mstep: Class 5 contains 2116 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32776 members 
Mstep: Class 8 contains 26125 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 28034 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 32265 members 
Mstep: Class 15 contains 55498 members 
Mstep: Class 16 contains 3358 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 244791 members 
Mstep: Class 19 contains 267095 members 
Mstep: Class 20 contains 9517 members 
Mstep: Class 21 contains 74387 members 
Mstep: Class 22 contains 1180 members 
Mstep: Class 23 contains 410362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158316032.000000 Penalty: 81209.359375
Iteration 48Q: 24 clusters Score -1.58316e+08 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 259104 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 43994 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32887 members 
Mstep: Class 8 contains 25505 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 29166 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 32283 members 
Mstep: Class 15 contains 56074 members 
Mstep: Class 16 contains 3356 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 251216 members 
Mstep: Class 19 contains 266252 members 
Mstep: Class 20 contains 9866 members 
Mstep: Class 21 contains 74277 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 405638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158319904.000000 Penalty: 81209.359375
Iteration 49Q: 24 clusters Score -1.583199e+08 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 256358 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 43965 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 32957 members 
Mstep: Class 8 contains 24973 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 30280 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 32332 members 
Mstep: Class 15 contains 56704 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 11243 members 
Mstep: Class 18 contains 257881 members 
Mstep: Class 19 contains 265157 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 74194 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 401165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323360.000000 Penalty: 81209.359375
Iteration 50Q: 24 clusters Score -1.583234e+08 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 253457 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 43915 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33006 members 
Mstep: Class 8 contains 24529 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 31361 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 32325 members 
Mstep: Class 15 contains 57395 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 11161 members 
Mstep: Class 18 contains 264636 members 
Mstep: Class 19 contains 263889 members 
Mstep: Class 20 contains 10530 members 
Mstep: Class 21 contains 74124 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 396943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158327056.000000 Penalty: 81209.359375
Iteration 51Q: 24 clusters Score -1.583271e+08 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 250214 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 43886 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33024 members 
Mstep: Class 8 contains 24101 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 32538 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 32341 members 
Mstep: Class 15 contains 58177 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 271516 members 
Mstep: Class 19 contains 262418 members 
Mstep: Class 20 contains 10804 members 
Mstep: Class 21 contains 74078 members 
Mstep: Class 22 contains 1305 members 
Mstep: Class 23 contains 392945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158330800.000000 Penalty: 81209.359375
Iteration 52Q: 24 clusters Score -1.583308e+08 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 246758 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 43804 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33052 members 
Mstep: Class 8 contains 23838 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 33653 members 
Mstep: Class 13 contains 6562 members 
Mstep: Class 14 contains 32333 members 
Mstep: Class 15 contains 58974 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 10985 members 
Mstep: Class 18 contains 278246 members 
Mstep: Class 19 contains 260772 members 
Mstep: Class 20 contains 11074 members 
Mstep: Class 21 contains 74029 members 
Mstep: Class 22 contains 1336 members 
Mstep: Class 23 contains 389449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158334832.000000 Penalty: 81209.359375
Iteration 53Q: 24 clusters Score -1.583348e+08 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 243204 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 43746 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33063 members 
Mstep: Class 8 contains 23613 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 34729 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 32306 members 
Mstep: Class 15 contains 59883 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 10898 members 
Mstep: Class 18 contains 284850 members 
Mstep: Class 19 contains 258970 members 
Mstep: Class 20 contains 11331 members 
Mstep: Class 21 contains 73989 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 386227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158337824.000000 Penalty: 81209.359375
Iteration 54Q: 24 clusters Score -1.583378e+08 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 239442 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 43720 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33073 members 
Mstep: Class 8 contains 23504 members 
Mstep: Class 9 contains 6160 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 35790 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 32303 members 
Mstep: Class 15 contains 60868 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 291349 members 
Mstep: Class 19 contains 257168 members 
Mstep: Class 20 contains 11549 members 
Mstep: Class 21 contains 73954 members 
Mstep: Class 22 contains 1408 members 
Mstep: Class 23 contains 383152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341184.000000 Penalty: 81209.359375
Iteration 55Q: 24 clusters Score -1.583412e+08 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 235751 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 4 contains 43681 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33059 members 
Mstep: Class 8 contains 23512 members 
Mstep: Class 9 contains 6225 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 36720 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 32299 members 
Mstep: Class 15 contains 61821 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 10745 members 
Mstep: Class 18 contains 297910 members 
Mstep: Class 19 contains 255146 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 21 contains 73935 members 
Mstep: Class 22 contains 1437 members 
Mstep: Class 23 contains 380288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343824.000000 Penalty: 81209.359375
Iteration 56Q: 24 clusters Score -1.583438e+08 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 232079 members 
Mstep: Class 3 contains 3597 members 
Mstep: Class 4 contains 43662 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 33026 members 
Mstep: Class 8 contains 23608 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 37633 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 32278 members 
Mstep: Class 15 contains 62764 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 10678 members 
Mstep: Class 18 contains 304510 members 
Mstep: Class 19 contains 253006 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 73906 members 
Mstep: Class 22 contains 1472 members 
Mstep: Class 23 contains 377439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346800.000000 Penalty: 81209.359375
Iteration 57Q: 24 clusters Score -1.583468e+08 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 228460 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 43626 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 32974 members 
Mstep: Class 8 contains 23835 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 38435 members 
Mstep: Class 13 contains 6634 members 
Mstep: Class 14 contains 32263 members 
Mstep: Class 15 contains 63756 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 310840 members 
Mstep: Class 19 contains 250695 members 
Mstep: Class 20 contains 12188 members 
Mstep: Class 21 contains 73859 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 374947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158348416.000000 Penalty: 81209.359375
Iteration 58Q: 24 clusters Score -1.583484e+08 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 224809 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 43625 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 32932 members 
Mstep: Class 8 contains 24196 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 39196 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 32246 members 
Mstep: Class 15 contains 64659 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 10514 members 
Mstep: Class 18 contains 317168 members 
Mstep: Class 19 contains 248326 members 
Mstep: Class 20 contains 12377 members 
Mstep: Class 21 contains 73858 members 
Mstep: Class 22 contains 1528 members 
Mstep: Class 23 contains 372541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158350784.000000 Penalty: 81209.359375
Iteration 59Q: 24 clusters Score -1.583508e+08 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 221261 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 43609 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 32859 members 
Mstep: Class 8 contains 24572 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 39863 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 32256 members 
Mstep: Class 15 contains 65639 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 323410 members 
Mstep: Class 19 contains 245968 members 
Mstep: Class 20 contains 12563 members 
Mstep: Class 21 contains 73820 members 
Mstep: Class 22 contains 1548 members 
Mstep: Class 23 contains 370152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158353760.000000 Penalty: 81209.359375
Iteration 60F: 24 clusters Score -1.583538e+08 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 217869 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 4 contains 43628 members 
Mstep: Class 5 contains 2123 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 32759 members 
Mstep: Class 8 contains 24956 members 
Mstep: Class 9 contains 6600 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 40631 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 32236 members 
Mstep: Class 15 contains 66845 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 10347 members 
Mstep: Class 18 contains 329869 members 
Mstep: Class 19 contains 243567 members 
Mstep: Class 20 contains 12728 members 
Mstep: Class 21 contains 73801 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 367016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354560.000000 Penalty: 81209.359375
Iteration 61Q: 24 clusters Score -1.583546e+08 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 214826 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 43632 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 32635 members 
Mstep: Class 8 contains 25310 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 860 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 41350 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 32221 members 
Mstep: Class 15 contains 68251 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 336004 members 
Mstep: Class 19 contains 241424 members 
Mstep: Class 20 contains 12889 members 
Mstep: Class 21 contains 73784 members 
Mstep: Class 22 contains 1619 members 
Mstep: Class 23 contains 363519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355904.000000 Penalty: 81209.359375
Iteration 62Q: 24 clusters Score -1.583559e+08 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 212202 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 43614 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 25718 members 
Mstep: Class 9 contains 6833 members 
Mstep: Class 10 contains 864 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 41996 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 32167 members 
Mstep: Class 15 contains 69929 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 341471 members 
Mstep: Class 19 contains 239544 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 73749 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 359829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356736.000000 Penalty: 81209.359375
Iteration 63Q: 24 clusters Score -1.583567e+08 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 210190 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 43621 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 32385 members 
Mstep: Class 8 contains 26073 members 
Mstep: Class 9 contains 6944 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 42567 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 32127 members 
Mstep: Class 15 contains 71834 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 345792 members 
Mstep: Class 19 contains 237902 members 
Mstep: Class 20 contains 13236 members 
Mstep: Class 21 contains 73680 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 356275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357568.000000 Penalty: 81209.359375
Iteration 64Q: 24 clusters Score -1.583576e+08 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 208505 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 43652 members 
Mstep: Class 5 contains 2109 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 32302 members 
Mstep: Class 8 contains 26380 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 10 contains 876 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 43115 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 32108 members 
Mstep: Class 15 contains 73906 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 10132 members 
Mstep: Class 18 contains 348624 members 
Mstep: Class 19 contains 236687 members 
Mstep: Class 20 contains 13415 members 
Mstep: Class 21 contains 73621 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 353259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358176.000000 Penalty: 81209.359375
Iteration 65Q: 24 clusters Score -1.583582e+08 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 207402 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 43685 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 32218 members 
Mstep: Class 8 contains 26670 members 
Mstep: Class 9 contains 7128 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 32098 members 
Mstep: Class 15 contains 76137 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10144 members 
Mstep: Class 18 contains 350028 members 
Mstep: Class 19 contains 235756 members 
Mstep: Class 20 contains 13596 members 
Mstep: Class 21 contains 73550 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 350732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358208.000000 Penalty: 81209.359375
Iteration 66Q: 24 clusters Score -1.583582e+08 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 206720 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 43668 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 32112 members 
Mstep: Class 8 contains 26939 members 
Mstep: Class 9 contains 7221 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 44100 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 32093 members 
Mstep: Class 15 contains 78307 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 350335 members 
Mstep: Class 19 contains 235154 members 
Mstep: Class 20 contains 13757 members 
Mstep: Class 21 contains 73471 members 
Mstep: Class 22 contains 1806 members 
Mstep: Class 23 contains 348734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359120.000000 Penalty: 81209.359375
Iteration 67Q: 24 clusters Score -1.583591e+08 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 206412 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 43652 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 32023 members 
Mstep: Class 8 contains 27213 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 44557 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 32085 members 
Mstep: Class 15 contains 80486 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10148 members 
Mstep: Class 18 contains 349742 members 
Mstep: Class 19 contains 234659 members 
Mstep: Class 20 contains 13910 members 
Mstep: Class 21 contains 73436 members 
Mstep: Class 22 contains 1830 members 
Mstep: Class 23 contains 347139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360784.000000 Penalty: 81209.359375
Iteration 68Q: 24 clusters Score -1.583608e+08 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 206296 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 43668 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31922 members 
Mstep: Class 8 contains 27447 members 
Mstep: Class 9 contains 7322 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 44951 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 32063 members 
Mstep: Class 15 contains 82591 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 348552 members 
Mstep: Class 19 contains 234349 members 
Mstep: Class 20 contains 14028 members 
Mstep: Class 21 contains 73398 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 345978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361792.000000 Penalty: 81209.359375
Iteration 69Q: 24 clusters Score -1.583618e+08 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 206317 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 43655 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31897 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 45284 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 32061 members 
Mstep: Class 15 contains 84608 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 347052 members 
Mstep: Class 19 contains 234010 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 73388 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 345143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363152.000000 Penalty: 81209.359375
Iteration 70Q: 24 clusters Score -1.583632e+08 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 206462 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 43678 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31864 members 
Mstep: Class 8 contains 27807 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 45603 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 32062 members 
Mstep: Class 15 contains 86422 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 345450 members 
Mstep: Class 19 contains 233677 members 
Mstep: Class 20 contains 14213 members 
Mstep: Class 21 contains 73390 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 344474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364576.000000 Penalty: 81209.359375
Iteration 71Q: 24 clusters Score -1.583646e+08 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 206703 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 43670 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31806 members 
Mstep: Class 8 contains 27925 members 
Mstep: Class 9 contains 7422 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 45881 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 32041 members 
Mstep: Class 15 contains 88208 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 343989 members 
Mstep: Class 19 contains 233138 members 
Mstep: Class 20 contains 14306 members 
Mstep: Class 21 contains 73392 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 343960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366592.000000 Penalty: 81209.359375
Iteration 72Q: 24 clusters Score -1.583666e+08 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206964 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 43680 members 
Mstep: Class 5 contains 2110 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31751 members 
Mstep: Class 8 contains 28060 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 46114 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 89820 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 10402 members 
Mstep: Class 18 contains 342762 members 
Mstep: Class 19 contains 232582 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 73405 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 343369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367072.000000 Penalty: 81209.359375
Iteration 73Q: 24 clusters Score -1.583671e+08 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 207229 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 43672 members 
Mstep: Class 5 contains 2109 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 28154 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 46315 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 32017 members 
Mstep: Class 15 contains 91352 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 10491 members 
Mstep: Class 18 contains 341743 members 
Mstep: Class 19 contains 232003 members 
Mstep: Class 20 contains 14492 members 
Mstep: Class 21 contains 73415 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 342793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368464.000000 Penalty: 81209.359375
Iteration 74Q: 24 clusters Score -1.583685e+08 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 207482 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 43626 members 
Mstep: Class 5 contains 2109 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 28243 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 46508 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 31993 members 
Mstep: Class 15 contains 92828 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 10573 members 
Mstep: Class 18 contains 340973 members 
Mstep: Class 19 contains 231324 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 73418 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 342176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369072.000000 Penalty: 81209.359375
Iteration 75Q: 24 clusters Score -1.583691e+08 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 207747 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 43588 members 
Mstep: Class 5 contains 2112 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31528 members 
Mstep: Class 8 contains 28304 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 46674 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 31976 members 
Mstep: Class 15 contains 94253 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 340409 members 
Mstep: Class 19 contains 230643 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 73408 members 
Mstep: Class 22 contains 2064 members 
Mstep: Class 23 contains 341474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370496.000000 Penalty: 81209.359375
Iteration 76Q: 24 clusters Score -1.583705e+08 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 207976 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 43579 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31450 members 
Mstep: Class 8 contains 28345 members 
Mstep: Class 9 contains 7492 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 46791 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 15 contains 95614 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 10778 members 
Mstep: Class 18 contains 340113 members 
Mstep: Class 19 contains 229936 members 
Mstep: Class 20 contains 14721 members 
Mstep: Class 21 contains 73423 members 
Mstep: Class 22 contains 2083 members 
Mstep: Class 23 contains 340648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371504.000000 Penalty: 81209.359375
Iteration 77Q: 24 clusters Score -1.583715e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 208143 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 43569 members 
Mstep: Class 5 contains 2116 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31394 members 
Mstep: Class 8 contains 28411 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 46921 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 31946 members 
Mstep: Class 15 contains 96891 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10882 members 
Mstep: Class 18 contains 339870 members 
Mstep: Class 19 contains 229285 members 
Mstep: Class 20 contains 14765 members 
Mstep: Class 21 contains 73451 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 339791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371728.000000 Penalty: 81209.359375
Iteration 78Q: 24 clusters Score -1.583717e+08 nChanged 7854
Entering ConstructFrom: 
Score: -158371728.000000 Penalty: 81209.359375
Entering ConstructFrom: 
Trying to split cluster 1 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -123120.546875 Penalty: 1775.889771
	Iteration 0F: 2 clusters Score -123120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121075.320312 Penalty: 3551.779541
	Iteration 0F: 3 clusters Score -121075.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121643.250000 Penalty: 3551.779541
	Iteration 1F: 3 clusters Score -121643.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121881.453125 Penalty: 3551.779541
	Iteration 2F: 3 clusters Score -121881.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -122002.062500 Penalty: 3551.779541
	Iteration 3F: 3 clusters Score -122002.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -122077.617188 Penalty: 3551.779541
	Iteration 4Q: 3 clusters Score -122077.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -122123.781250 Penalty: 3551.779541
	Iteration 5Q: 3 clusters Score -122123.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -122161.140625 Penalty: 3551.779541
	Iteration 6Q: 3 clusters Score -122161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122189.687500 Penalty: 3551.779541
	Iteration 7Q: 3 clusters Score -122189.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122211.078125 Penalty: 3551.779541
	Iteration 8Q: 3 clusters Score -122211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -122229.609375 Penalty: 3551.779541
	Iteration 9Q: 3 clusters Score -122229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -122238.765625 Penalty: 3551.779541
	Iteration 10Q: 3 clusters Score -122238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -122247.250000 Penalty: 3551.779541
	Iteration 11Q: 3 clusters Score -122247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122256.843750 Penalty: 3551.779541
	Iteration 12Q: 3 clusters Score -122256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -122261.765625 Penalty: 3551.779541
	Iteration 13Q: 3 clusters Score -122261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -122263.304688 Penalty: 3551.779541
	Iteration 14Q: 3 clusters Score -122263.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122270.234375 Penalty: 3551.779541
	Iteration 15Q: 3 clusters Score -122270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122276.515625 Penalty: 3551.779541
	Iteration 16Q: 3 clusters Score -122276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -122278.132812 Penalty: 3551.779541
	Iteration 17Q: 3 clusters Score -122278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122278.562500 Penalty: 3551.779541
	Iteration 18Q: 3 clusters Score -122278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122278.562500 Penalty: 3551.779541
	Iteration 19F: 3 clusters Score -122278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (208344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208344 members 
Entering Unmasked Estep 
Score: -22196612.000000 Penalty: 3037.242432
	Iteration 0F: 2 clusters Score -2.219661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -22058592.000000 Penalty: 6074.484863
	Iteration 0F: 3 clusters Score -2.205859e+07 nChanged 100016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -22118310.000000 Penalty: 6074.484863
	Iteration 1F: 3 clusters Score -2.211831e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -22120186.000000 Penalty: 6074.484863
	Iteration 2Q: 3 clusters Score -2.212019e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -22122692.000000 Penalty: 6074.484863
	Iteration 3Q: 3 clusters Score -2.212269e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -22126500.000000 Penalty: 6074.484863
	Iteration 4Q: 3 clusters Score -2.21265e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -22131760.000000 Penalty: 6074.484863
	Iteration 5F: 3 clusters Score -2.213176e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -22139890.000000 Penalty: 6074.484863
	Iteration 6F: 3 clusters Score -2.213989e+07 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -22151802.000000 Penalty: 6074.484863
	Iteration 7F: 3 clusters Score -2.21518e+07 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172761 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -22166190.000000 Penalty: 6074.484863
	Iteration 8F: 3 clusters Score -2.216619e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -22178600.000000 Penalty: 6074.484863
	Iteration 9F: 3 clusters Score -2.21786e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195724 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -22186752.000000 Penalty: 6074.484863
	Iteration 10Q: 3 clusters Score -2.218675e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200959 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -22191160.000000 Penalty: 6074.484863
	Iteration 11Q: 3 clusters Score -2.219116e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203523 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -22193312.000000 Penalty: 6074.484863
	Iteration 12Q: 3 clusters Score -2.219331e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204613 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -22194550.000000 Penalty: 6074.484863
	Iteration 13Q: 3 clusters Score -2.219455e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205087 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22195014.000000 Penalty: 6074.484863
	Iteration 14Q: 3 clusters Score -2.219501e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205271 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22195258.000000 Penalty: 6074.484863
	Iteration 15Q: 3 clusters Score -2.219526e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205331 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -22195444.000000 Penalty: 6074.484863
	Iteration 16Q: 3 clusters Score -2.219544e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205342 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22195528.000000 Penalty: 6074.484863
	Iteration 17Q: 3 clusters Score -2.219553e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205322 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22195612.000000 Penalty: 6074.484863
	Iteration 18Q: 3 clusters Score -2.219561e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205306 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -22195632.000000 Penalty: 6074.484863
	Iteration 19Q: 3 clusters Score -2.219563e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205279 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -22195698.000000 Penalty: 6074.484863
	Iteration 20F: 3 clusters Score -2.21957e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205252 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -22195722.000000 Penalty: 6074.484863
	Iteration 21Q: 3 clusters Score -2.219572e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205217 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -22195770.000000 Penalty: 6074.484863
	Iteration 22Q: 3 clusters Score -2.219577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205189 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22195760.000000 Penalty: 6074.484863
	Iteration 23Q: 3 clusters Score -2.219576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205178 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -22195768.000000 Penalty: 6074.484863
	Iteration 24Q: 3 clusters Score -2.219577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205163 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22195776.000000 Penalty: 6074.484863
	Iteration 25Q: 3 clusters Score -2.219578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205152 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -22195762.000000 Penalty: 6074.484863
	Iteration 26Q: 3 clusters Score -2.219576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205137 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -22195790.000000 Penalty: 6074.484863
	Iteration 27Q: 3 clusters Score -2.219579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205122 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -22195810.000000 Penalty: 6074.484863
	Iteration 28Q: 3 clusters Score -2.219581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205110 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -22195790.000000 Penalty: 6074.484863
	Iteration 29Q: 3 clusters Score -2.219579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205101 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22195802.000000 Penalty: 6074.484863
	Iteration 30Q: 3 clusters Score -2.21958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205083 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -22195820.000000 Penalty: 6074.484863
	Iteration 31Q: 3 clusters Score -2.219582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205069 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -22195830.000000 Penalty: 6074.484863
	Iteration 32Q: 3 clusters Score -2.219583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205062 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -22195820.000000 Penalty: 6074.484863
	Iteration 33Q: 3 clusters Score -2.219582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205061 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -22195800.000000 Penalty: 6074.484863
	Iteration 34Q: 3 clusters Score -2.21958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205057 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -22195830.000000 Penalty: 6074.484863
	Iteration 35Q: 3 clusters Score -2.219583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205055 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -22195810.000000 Penalty: 6074.484863
	Iteration 36Q: 3 clusters Score -2.219581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205050 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -22195816.000000 Penalty: 6074.484863
	Iteration 37Q: 3 clusters Score -2.219582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205047 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -22195824.000000 Penalty: 6074.484863
	Iteration 38Q: 3 clusters Score -2.219582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205044 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22195812.000000 Penalty: 6074.484863
	Iteration 39Q: 3 clusters Score -2.219581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205043 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -22195802.000000 Penalty: 6074.484863
	Iteration 40F: 3 clusters Score -2.21958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205041 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22195812.000000 Penalty: 6074.484863
	Iteration 41Q: 3 clusters Score -2.219581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205039 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -22195796.000000 Penalty: 6074.484863
	Iteration 42Q: 3 clusters Score -2.21958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22195810.000000 Penalty: 6074.484863
	Iteration 43Q: 3 clusters Score -2.219581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205037 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -22195804.000000 Penalty: 6074.484863
	Iteration 44Q: 3 clusters Score -2.21958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205037 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -22195810.000000 Penalty: 6074.484863
	Iteration 45Q: 3 clusters Score -2.219581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22195812.000000 Penalty: 6074.484863
	Iteration 46Q: 3 clusters Score -2.219581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205037 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -22195812.000000 Penalty: 6074.484863
	Iteration 47Q: 3 clusters Score -2.219581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22195808.000000 Penalty: 6074.484863
	Iteration 48Q: 3 clusters Score -2.219581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205034 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -22195820.000000 Penalty: 6074.484863
	Iteration 49Q: 3 clusters Score -2.219582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205034 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -22195816.000000 Penalty: 6074.484863
	Iteration 50Q: 3 clusters Score -2.219582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205034 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -22195830.000000 Penalty: 6074.484863
	Iteration 51Q: 3 clusters Score -2.219583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205030 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -22195820.000000 Penalty: 6074.484863
	Iteration 52Q: 3 clusters Score -2.219582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205029 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22195820.000000 Penalty: 6074.484863
	Iteration 53Q: 3 clusters Score -2.219582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205027 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22195818.000000 Penalty: 6074.484863
	Iteration 54Q: 3 clusters Score -2.219582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205027 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22195818.000000 Penalty: 6074.484863
	Iteration 55F: 3 clusters Score -2.219582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -315871.656250 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -315871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -312686.656250 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -312686.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -313288.937500 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -313288.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -313417.437500 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -313417.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -313490.687500 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -313490.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -313536.468750 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -313536.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -313565.093750 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -313565.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -313586.562500 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -313586.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -313598.562500 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -313598.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -313610.531250 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -313610.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -313620.156250 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -313620.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -313630.062500 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -313630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -313636.593750 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -313636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -313640.906250 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -313640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -313648.125000 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -313648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -313652.812500 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -313652.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -313660.093750 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -313660.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -313666.625000 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -313666.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313671.562500 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -313671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -313675.093750 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -313675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -313679.125000 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -313679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -313685.031250 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -313685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -313688.687500 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -313688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -313692.718750 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -313692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -313695.437500 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -313695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -313696.750000 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -313696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -313698.343750 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -313698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -313701.500000 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -313701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -313703.250000 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -313703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -313705.062500 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -313705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313708.000000 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -313708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313709.812500 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -313709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313709.500000 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -313709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313710.375000 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -313710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313710.375000 Penalty: 3947.107178
	Iteration 33F: 3 clusters Score -313710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Entering Unmasked Estep 
Score: -4687526.500000 Penalty: 2649.064453
	Iteration 0F: 2 clusters Score -4687526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4658188.500000 Penalty: 5298.128906
	Iteration 0F: 3 clusters Score -4658188 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4669259.000000 Penalty: 5298.128906
	Iteration 1F: 3 clusters Score -4669259 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4669861.000000 Penalty: 5298.128906
	Iteration 2Q: 3 clusters Score -4669861 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4670542.000000 Penalty: 5298.128906
	Iteration 3Q: 3 clusters Score -4670542 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4671355.000000 Penalty: 5298.128906
	Iteration 4Q: 3 clusters Score -4671355 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4672460.000000 Penalty: 5298.128906
	Iteration 5Q: 3 clusters Score -4672460 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4673844.500000 Penalty: 5298.128906
	Iteration 6F: 3 clusters Score -4673844 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4675573.000000 Penalty: 5298.128906
	Iteration 7F: 3 clusters Score -4675573 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4677393.000000 Penalty: 5298.128906
	Iteration 8F: 3 clusters Score -4677393 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4679210.500000 Penalty: 5298.128906
	Iteration 9F: 3 clusters Score -4679210 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4680654.000000 Penalty: 5298.128906
	Iteration 10F: 3 clusters Score -4680654 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4681773.500000 Penalty: 5298.128906
	Iteration 11Q: 3 clusters Score -4681774 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4682516.500000 Penalty: 5298.128906
	Iteration 12Q: 3 clusters Score -4682516 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4683049.500000 Penalty: 5298.128906
	Iteration 13Q: 3 clusters Score -4683050 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4683476.000000 Penalty: 5298.128906
	Iteration 14Q: 3 clusters Score -4683476 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4683857.000000 Penalty: 5298.128906
	Iteration 15Q: 3 clusters Score -4683857 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4684149.000000 Penalty: 5298.128906
	Iteration 16Q: 3 clusters Score -4684149 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4684420.000000 Penalty: 5298.128906
	Iteration 17Q: 3 clusters Score -4684420 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4684650.000000 Penalty: 5298.128906
	Iteration 18Q: 3 clusters Score -4684650 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4684853.000000 Penalty: 5298.128906
	Iteration 19Q: 3 clusters Score -4684853 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4685032.500000 Penalty: 5298.128906
	Iteration 20F: 3 clusters Score -4685032 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4685161.500000 Penalty: 5298.128906
	Iteration 21Q: 3 clusters Score -4685162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4685247.000000 Penalty: 5298.128906
	Iteration 22Q: 3 clusters Score -4685247 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4685305.500000 Penalty: 5298.128906
	Iteration 23Q: 3 clusters Score -4685306 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4685345.000000 Penalty: 5298.128906
	Iteration 24Q: 3 clusters Score -4685345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4685391.500000 Penalty: 5298.128906
	Iteration 25Q: 3 clusters Score -4685392 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4685469.500000 Penalty: 5298.128906
	Iteration 26Q: 3 clusters Score -4685470 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4685513.500000 Penalty: 5298.128906
	Iteration 27Q: 3 clusters Score -4685514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4685549.500000 Penalty: 5298.128906
	Iteration 28Q: 3 clusters Score -4685550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4685587.000000 Penalty: 5298.128906
	Iteration 29Q: 3 clusters Score -4685587 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4685615.500000 Penalty: 5298.128906
	Iteration 30Q: 3 clusters Score -4685616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4685638.000000 Penalty: 5298.128906
	Iteration 31Q: 3 clusters Score -4685638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4685659.000000 Penalty: 5298.128906
	Iteration 32Q: 3 clusters Score -4685659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4685678.500000 Penalty: 5298.128906
	Iteration 33Q: 3 clusters Score -4685678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4685707.500000 Penalty: 5298.128906
	Iteration 34Q: 3 clusters Score -4685708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4685721.500000 Penalty: 5298.128906
	Iteration 35Q: 3 clusters Score -4685722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4685747.000000 Penalty: 5298.128906
	Iteration 36Q: 3 clusters Score -4685747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4685766.500000 Penalty: 5298.128906
	Iteration 37Q: 3 clusters Score -4685766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4685792.500000 Penalty: 5298.128906
	Iteration 38Q: 3 clusters Score -4685792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4685787.500000 Penalty: 5298.128906
	Iteration 39Q: 3 clusters Score -4685788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4685797.500000 Penalty: 5298.128906
	Iteration 40F: 3 clusters Score -4685798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4685822.000000 Penalty: 5298.128906
	Iteration 41Q: 3 clusters Score -4685822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4685831.500000 Penalty: 5298.128906
	Iteration 42Q: 3 clusters Score -4685832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4685845.000000 Penalty: 5298.128906
	Iteration 43Q: 3 clusters Score -4685845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4685869.000000 Penalty: 5298.128906
	Iteration 44Q: 3 clusters Score -4685869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4685877.500000 Penalty: 5298.128906
	Iteration 45Q: 3 clusters Score -4685878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4685878.000000 Penalty: 5298.128906
	Iteration 46Q: 3 clusters Score -4685878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4685890.500000 Penalty: 5298.128906
	Iteration 47Q: 3 clusters Score -4685890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4685894.500000 Penalty: 5298.128906
	Iteration 48Q: 3 clusters Score -4685894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4685905.500000 Penalty: 5298.128906
	Iteration 49Q: 3 clusters Score -4685906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4685907.500000 Penalty: 5298.128906
	Iteration 50Q: 3 clusters Score -4685908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4685905.000000 Penalty: 5298.128906
	Iteration 51Q: 3 clusters Score -4685905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4685910.500000 Penalty: 5298.128906
	Iteration 52Q: 3 clusters Score -4685910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4685915.000000 Penalty: 5298.128906
	Iteration 53Q: 3 clusters Score -4685915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4685920.500000 Penalty: 5298.128906
	Iteration 54Q: 3 clusters Score -4685920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4685921.500000 Penalty: 5298.128906
	Iteration 55Q: 3 clusters Score -4685922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4685916.000000 Penalty: 5298.128906
	Iteration 56Q: 3 clusters Score -4685916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4685912.000000 Penalty: 5298.128906
	Iteration 57Q: 3 clusters Score -4685912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4685917.000000 Penalty: 5298.128906
	Iteration 58Q: 3 clusters Score -4685917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4685920.000000 Penalty: 5298.128906
	Iteration 59Q: 3 clusters Score -4685920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4685920.500000 Penalty: 5298.128906
	Iteration 60F: 3 clusters Score -4685920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4685916.500000 Penalty: 5298.128906
	Iteration 61Q: 3 clusters Score -4685916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4685919.500000 Penalty: 5298.128906
	Iteration 62Q: 3 clusters Score -4685920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4685922.000000 Penalty: 5298.128906
	Iteration 63Q: 3 clusters Score -4685922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4685920.000000 Penalty: 5298.128906
	Iteration 64Q: 3 clusters Score -4685920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4685927.000000 Penalty: 5298.128906
	Iteration 65Q: 3 clusters Score -4685927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4685928.000000 Penalty: 5298.128906
	Iteration 66Q: 3 clusters Score -4685928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4685931.500000 Penalty: 5298.128906
	Iteration 67Q: 3 clusters Score -4685932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4685930.500000 Penalty: 5298.128906
	Iteration 68Q: 3 clusters Score -4685930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4685930.500000 Penalty: 5298.128906
	Iteration 69F: 3 clusters Score -4685930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -215245.515625 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -215245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -212542.796875 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -212542.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213026.453125 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -213026.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -213265.000000 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -213265 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -213761.156250 Penalty: 3797.777832
	Iteration 3F: 3 clusters Score -213761.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -214328.125000 Penalty: 3797.777832
	Iteration 4F: 3 clusters Score -214328.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214608.890625 Penalty: 3797.777832
	Iteration 5F: 3 clusters Score -214608.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -214875.984375 Penalty: 3797.777832
	Iteration 6F: 3 clusters Score -214876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -215110.000000 Penalty: 3797.777832
	Iteration 7F: 3 clusters Score -215110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -215269.890625 Penalty: 3797.777832
	Iteration 8F: 3 clusters Score -215269.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -215384.921875 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -215384.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -215463.078125 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -215463.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -215511.218750 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -215511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -215550.484375 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -215550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -215572.015625 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -215572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -215573.171875 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -215573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -215574.031250 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -215574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -215574.031250 Penalty: 3797.777832
	Iteration 16F: 3 clusters Score -215574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208344 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 211 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31326 members 
Mstep: Class 8 contains 28489 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 47000 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 98149 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10990 members 
Mstep: Class 18 contains 339692 members 
Mstep: Class 19 contains 228633 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 21 contains 73480 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 338937 members 
Mstep: Class 24 contains 1904 members 
Entering Unmasked Estep 
Score: -158371024.000000 Penalty: 84740.203125
Splitting cluster 5 changes total score from -158371728.000000 to -158371024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -45047.781250 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -45047.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43543.531250 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -43543.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43709.066406 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -43709.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43746.464844 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -43746.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43760.406250 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -43760.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43767.039062 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -43767.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43769.320312 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -43769.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43773.667969 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -43773.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43777.027344 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -43777.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43777.027344 Penalty: 3060.126709
	Iteration 8F: 3 clusters Score -43777.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Entering Unmasked Estep 
Score: -3379077.750000 Penalty: 2567.346436
	Iteration 0F: 2 clusters Score -3379078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3357652.250000 Penalty: 5134.692871
	Iteration 0F: 3 clusters Score -3357652 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3365399.750000 Penalty: 5134.692871
	Iteration 1F: 3 clusters Score -3365400 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3365931.500000 Penalty: 5134.692871
	Iteration 2Q: 3 clusters Score -3365932 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3366492.250000 Penalty: 5134.692871
	Iteration 3Q: 3 clusters Score -3366492 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3367178.500000 Penalty: 5134.692871
	Iteration 4Q: 3 clusters Score -3367178 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3368072.750000 Penalty: 5134.692871
	Iteration 5Q: 3 clusters Score -3368073 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3369152.000000 Penalty: 5134.692871
	Iteration 6F: 3 clusters Score -3369152 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3370411.500000 Penalty: 5134.692871
	Iteration 7F: 3 clusters Score -3370412 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3371714.500000 Penalty: 5134.692871
	Iteration 8F: 3 clusters Score -3371714 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3372969.750000 Penalty: 5134.692871
	Iteration 9F: 3 clusters Score -3372970 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3374100.750000 Penalty: 5134.692871
	Iteration 10Q: 3 clusters Score -3374101 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3375016.750000 Penalty: 5134.692871
	Iteration 11Q: 3 clusters Score -3375017 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3375678.250000 Penalty: 5134.692871
	Iteration 12Q: 3 clusters Score -3375678 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3376106.250000 Penalty: 5134.692871
	Iteration 13Q: 3 clusters Score -3376106 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3376380.000000 Penalty: 5134.692871
	Iteration 14Q: 3 clusters Score -3376380 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3376547.000000 Penalty: 5134.692871
	Iteration 15Q: 3 clusters Score -3376547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3376632.250000 Penalty: 5134.692871
	Iteration 16Q: 3 clusters Score -3376632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3376689.000000 Penalty: 5134.692871
	Iteration 17Q: 3 clusters Score -3376689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3376720.500000 Penalty: 5134.692871
	Iteration 18Q: 3 clusters Score -3376720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3376755.000000 Penalty: 5134.692871
	Iteration 19Q: 3 clusters Score -3376755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3376770.250000 Penalty: 5134.692871
	Iteration 20F: 3 clusters Score -3376770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3376775.750000 Penalty: 5134.692871
	Iteration 21Q: 3 clusters Score -3376776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3376785.250000 Penalty: 5134.692871
	Iteration 22Q: 3 clusters Score -3376785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3376790.250000 Penalty: 5134.692871
	Iteration 23Q: 3 clusters Score -3376790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3376793.500000 Penalty: 5134.692871
	Iteration 24Q: 3 clusters Score -3376794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3376800.750000 Penalty: 5134.692871
	Iteration 25Q: 3 clusters Score -3376801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3376798.250000 Penalty: 5134.692871
	Iteration 26Q: 3 clusters Score -3376798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3376798.750000 Penalty: 5134.692871
	Iteration 27Q: 3 clusters Score -3376799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3376801.500000 Penalty: 5134.692871
	Iteration 28Q: 3 clusters Score -3376802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3376802.000000 Penalty: 5134.692871
	Iteration 29Q: 3 clusters Score -3376802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3376804.000000 Penalty: 5134.692871
	Iteration 30Q: 3 clusters Score -3376804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3376803.000000 Penalty: 5134.692871
	Iteration 31Q: 3 clusters Score -3376803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3376802.000000 Penalty: 5134.692871
	Iteration 32Q: 3 clusters Score -3376802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3376802.000000 Penalty: 5134.692871
	Iteration 33F: 3 clusters Score -3376802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Entering Unmasked Estep 
Score: -3077834.000000 Penalty: 2543.803955
	Iteration 0F: 2 clusters Score -3077834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3058245.500000 Penalty: 5087.607910
	Iteration 0F: 3 clusters Score -3058246 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3065084.000000 Penalty: 5087.607910
	Iteration 1F: 3 clusters Score -3065084 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3065504.750000 Penalty: 5087.607910
	Iteration 2Q: 3 clusters Score -3065505 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3065907.250000 Penalty: 5087.607910
	Iteration 3Q: 3 clusters Score -3065907 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3066379.250000 Penalty: 5087.607910
	Iteration 4Q: 3 clusters Score -3066379 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3066934.500000 Penalty: 5087.607910
	Iteration 5Q: 3 clusters Score -3066934 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3067599.000000 Penalty: 5087.607910
	Iteration 6Q: 3 clusters Score -3067599 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3068397.250000 Penalty: 5087.607910
	Iteration 7F: 3 clusters Score -3068397 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3069509.250000 Penalty: 5087.607910
	Iteration 8F: 3 clusters Score -3069509 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3070962.250000 Penalty: 5087.607910
	Iteration 9F: 3 clusters Score -3070962 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3072472.500000 Penalty: 5087.607910
	Iteration 10F: 3 clusters Score -3072472 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3073518.000000 Penalty: 5087.607910
	Iteration 11Q: 3 clusters Score -3073518 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3074208.250000 Penalty: 5087.607910
	Iteration 12Q: 3 clusters Score -3074208 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3074547.500000 Penalty: 5087.607910
	Iteration 13Q: 3 clusters Score -3074548 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3074797.250000 Penalty: 5087.607910
	Iteration 14Q: 3 clusters Score -3074797 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3074993.500000 Penalty: 5087.607910
	Iteration 15Q: 3 clusters Score -3074994 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3075151.250000 Penalty: 5087.607910
	Iteration 16Q: 3 clusters Score -3075151 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3075279.750000 Penalty: 5087.607910
	Iteration 17Q: 3 clusters Score -3075280 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3075375.750000 Penalty: 5087.607910
	Iteration 18Q: 3 clusters Score -3075376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3075450.000000 Penalty: 5087.607910
	Iteration 19Q: 3 clusters Score -3075450 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3075526.500000 Penalty: 5087.607910
	Iteration 20F: 3 clusters Score -3075526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3075587.250000 Penalty: 5087.607910
	Iteration 21Q: 3 clusters Score -3075587 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3075632.750000 Penalty: 5087.607910
	Iteration 22Q: 3 clusters Score -3075633 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3075651.750000 Penalty: 5087.607910
	Iteration 23Q: 3 clusters Score -3075652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3075685.750000 Penalty: 5087.607910
	Iteration 24Q: 3 clusters Score -3075686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3075705.750000 Penalty: 5087.607910
	Iteration 25Q: 3 clusters Score -3075706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3075730.250000 Penalty: 5087.607910
	Iteration 26Q: 3 clusters Score -3075730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3075765.000000 Penalty: 5087.607910
	Iteration 27Q: 3 clusters Score -3075765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3075782.750000 Penalty: 5087.607910
	Iteration 28Q: 3 clusters Score -3075783 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3075807.750000 Penalty: 5087.607910
	Iteration 29Q: 3 clusters Score -3075808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3075825.000000 Penalty: 5087.607910
	Iteration 30Q: 3 clusters Score -3075825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3075838.500000 Penalty: 5087.607910
	Iteration 31Q: 3 clusters Score -3075838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3075848.500000 Penalty: 5087.607910
	Iteration 32Q: 3 clusters Score -3075848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3075865.750000 Penalty: 5087.607910
	Iteration 33Q: 3 clusters Score -3075866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3075876.250000 Penalty: 5087.607910
	Iteration 34Q: 3 clusters Score -3075876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3075888.250000 Penalty: 5087.607910
	Iteration 35Q: 3 clusters Score -3075888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3075907.500000 Penalty: 5087.607910
	Iteration 36Q: 3 clusters Score -3075908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3075922.750000 Penalty: 5087.607910
	Iteration 37Q: 3 clusters Score -3075923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3075938.500000 Penalty: 5087.607910
	Iteration 38Q: 3 clusters Score -3075938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3075948.500000 Penalty: 5087.607910
	Iteration 39Q: 3 clusters Score -3075948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3075951.250000 Penalty: 5087.607910
	Iteration 40F: 3 clusters Score -3075951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3075962.000000 Penalty: 5087.607910
	Iteration 41Q: 3 clusters Score -3075962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3075976.250000 Penalty: 5087.607910
	Iteration 42Q: 3 clusters Score -3075976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3075976.250000 Penalty: 5087.607910
	Iteration 43Q: 3 clusters Score -3075976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3075987.000000 Penalty: 5087.607910
	Iteration 44Q: 3 clusters Score -3075987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3075995.000000 Penalty: 5087.607910
	Iteration 45Q: 3 clusters Score -3075995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3076004.750000 Penalty: 5087.607910
	Iteration 46Q: 3 clusters Score -3076005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3076004.500000 Penalty: 5087.607910
	Iteration 47Q: 3 clusters Score -3076004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3076012.250000 Penalty: 5087.607910
	Iteration 48Q: 3 clusters Score -3076012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3076018.750000 Penalty: 5087.607910
	Iteration 49Q: 3 clusters Score -3076019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3076025.500000 Penalty: 5087.607910
	Iteration 50Q: 3 clusters Score -3076026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3076042.000000 Penalty: 5087.607910
	Iteration 51Q: 3 clusters Score -3076042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3076038.000000 Penalty: 5087.607910
	Iteration 52Q: 3 clusters Score -3076038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3076043.500000 Penalty: 5087.607910
	Iteration 53Q: 3 clusters Score -3076044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3076042.250000 Penalty: 5087.607910
	Iteration 54Q: 3 clusters Score -3076042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3076049.750000 Penalty: 5087.607910
	Iteration 55Q: 3 clusters Score -3076050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3076052.750000 Penalty: 5087.607910
	Iteration 56Q: 3 clusters Score -3076053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3076053.500000 Penalty: 5087.607910
	Iteration 57Q: 3 clusters Score -3076054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3076049.250000 Penalty: 5087.607910
	Iteration 58Q: 3 clusters Score -3076049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3076060.750000 Penalty: 5087.607910
	Iteration 59Q: 3 clusters Score -3076061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3076056.250000 Penalty: 5087.607910
	Iteration 60F: 3 clusters Score -3076056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3076057.250000 Penalty: 5087.607910
	Iteration 61Q: 3 clusters Score -3076057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3076056.500000 Penalty: 5087.607910
	Iteration 62Q: 3 clusters Score -3076056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3076056.500000 Penalty: 5087.607910
	Iteration 63Q: 3 clusters Score -3076056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3076059.250000 Penalty: 5087.607910
	Iteration 64Q: 3 clusters Score -3076059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3076061.000000 Penalty: 5087.607910
	Iteration 65Q: 3 clusters Score -3076061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3076061.750000 Penalty: 5087.607910
	Iteration 66Q: 3 clusters Score -3076062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3076061.750000 Penalty: 5087.607910
	Iteration 67F: 3 clusters Score -3076062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -792309.500000 Penalty: 2213.314697
	Iteration 0F: 2 clusters Score -792309.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -786181.187500 Penalty: 4426.629395
	Iteration 0F: 3 clusters Score -786181.2 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -787772.562500 Penalty: 4426.629395
	Iteration 1F: 3 clusters Score -787772.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -788000.312500 Penalty: 4426.629395
	Iteration 2F: 3 clusters Score -788000.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -788137.125000 Penalty: 4426.629395
	Iteration 3Q: 3 clusters Score -788137.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -788241.187500 Penalty: 4426.629395
	Iteration 4Q: 3 clusters Score -788241.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -788315.062500 Penalty: 4426.629395
	Iteration 5Q: 3 clusters Score -788315.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -788371.250000 Penalty: 4426.629395
	Iteration 6Q: 3 clusters Score -788371.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -788415.312500 Penalty: 4426.629395
	Iteration 7Q: 3 clusters Score -788415.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -788457.625000 Penalty: 4426.629395
	Iteration 8Q: 3 clusters Score -788457.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -788488.250000 Penalty: 4426.629395
	Iteration 9Q: 3 clusters Score -788488.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -788513.625000 Penalty: 4426.629395
	Iteration 10Q: 3 clusters Score -788513.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -788532.500000 Penalty: 4426.629395
	Iteration 11Q: 3 clusters Score -788532.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -788551.125000 Penalty: 4426.629395
	Iteration 12Q: 3 clusters Score -788551.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -788570.312500 Penalty: 4426.629395
	Iteration 13Q: 3 clusters Score -788570.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -788590.875000 Penalty: 4426.629395
	Iteration 14Q: 3 clusters Score -788590.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -788607.187500 Penalty: 4426.629395
	Iteration 15Q: 3 clusters Score -788607.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -788625.125000 Penalty: 4426.629395
	Iteration 16Q: 3 clusters Score -788625.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -788635.375000 Penalty: 4426.629395
	Iteration 17Q: 3 clusters Score -788635.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -788649.937500 Penalty: 4426.629395
	Iteration 18Q: 3 clusters Score -788649.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -788662.937500 Penalty: 4426.629395
	Iteration 19Q: 3 clusters Score -788662.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -788678.437500 Penalty: 4426.629395
	Iteration 20F: 3 clusters Score -788678.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -788697.375000 Penalty: 4426.629395
	Iteration 21Q: 3 clusters Score -788697.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -788716.125000 Penalty: 4426.629395
	Iteration 22Q: 3 clusters Score -788716.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -788739.250000 Penalty: 4426.629395
	Iteration 23Q: 3 clusters Score -788739.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -788758.750000 Penalty: 4426.629395
	Iteration 24Q: 3 clusters Score -788758.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -788779.062500 Penalty: 4426.629395
	Iteration 25Q: 3 clusters Score -788779.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -788808.375000 Penalty: 4426.629395
	Iteration 26Q: 3 clusters Score -788808.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -788841.875000 Penalty: 4426.629395
	Iteration 27Q: 3 clusters Score -788841.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -788880.687500 Penalty: 4426.629395
	Iteration 28Q: 3 clusters Score -788880.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -788915.562500 Penalty: 4426.629395
	Iteration 29Q: 3 clusters Score -788915.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -788959.625000 Penalty: 4426.629395
	Iteration 30Q: 3 clusters Score -788959.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -789015.437500 Penalty: 4426.629395
	Iteration 31Q: 3 clusters Score -789015.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -789101.250000 Penalty: 4426.629395
	Iteration 32Q: 3 clusters Score -789101.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -789206.062500 Penalty: 4426.629395
	Iteration 33Q: 3 clusters Score -789206.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -789325.500000 Penalty: 4426.629395
	Iteration 34Q: 3 clusters Score -789325.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -789466.437500 Penalty: 4426.629395
	Iteration 35Q: 3 clusters Score -789466.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -789594.000000 Penalty: 4426.629395
	Iteration 36Q: 3 clusters Score -789594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -789692.125000 Penalty: 4426.629395
	Iteration 37Q: 3 clusters Score -789692.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -789758.687500 Penalty: 4426.629395
	Iteration 38Q: 3 clusters Score -789758.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -789814.000000 Penalty: 4426.629395
	Iteration 39Q: 3 clusters Score -789814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -789856.250000 Penalty: 4426.629395
	Iteration 40F: 3 clusters Score -789856.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -789888.937500 Penalty: 4426.629395
	Iteration 41Q: 3 clusters Score -789888.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -789925.500000 Penalty: 4426.629395
	Iteration 42Q: 3 clusters Score -789925.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -789952.125000 Penalty: 4426.629395
	Iteration 43Q: 3 clusters Score -789952.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -789979.187500 Penalty: 4426.629395
	Iteration 44Q: 3 clusters Score -789979.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -790013.125000 Penalty: 4426.629395
	Iteration 45Q: 3 clusters Score -790013.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -790040.875000 Penalty: 4426.629395
	Iteration 46Q: 3 clusters Score -790040.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -790065.250000 Penalty: 4426.629395
	Iteration 47Q: 3 clusters Score -790065.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -790090.500000 Penalty: 4426.629395
	Iteration 48Q: 3 clusters Score -790090.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -790112.687500 Penalty: 4426.629395
	Iteration 49Q: 3 clusters Score -790112.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -790135.312500 Penalty: 4426.629395
	Iteration 50Q: 3 clusters Score -790135.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -790156.875000 Penalty: 4426.629395
	Iteration 51Q: 3 clusters Score -790156.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -790181.000000 Penalty: 4426.629395
	Iteration 52Q: 3 clusters Score -790181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -790202.937500 Penalty: 4426.629395
	Iteration 53Q: 3 clusters Score -790202.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -790221.750000 Penalty: 4426.629395
	Iteration 54Q: 3 clusters Score -790221.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -790232.750000 Penalty: 4426.629395
	Iteration 55Q: 3 clusters Score -790232.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -790250.187500 Penalty: 4426.629395
	Iteration 56Q: 3 clusters Score -790250.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -790260.750000 Penalty: 4426.629395
	Iteration 57Q: 3 clusters Score -790260.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -790277.250000 Penalty: 4426.629395
	Iteration 58Q: 3 clusters Score -790277.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -790292.625000 Penalty: 4426.629395
	Iteration 59Q: 3 clusters Score -790292.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -790305.500000 Penalty: 4426.629395
	Iteration 60F: 3 clusters Score -790305.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -790314.750000 Penalty: 4426.629395
	Iteration 61Q: 3 clusters Score -790314.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -790328.750000 Penalty: 4426.629395
	Iteration 62Q: 3 clusters Score -790328.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -790336.812500 Penalty: 4426.629395
	Iteration 63Q: 3 clusters Score -790336.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -790342.500000 Penalty: 4426.629395
	Iteration 64Q: 3 clusters Score -790342.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -790354.250000 Penalty: 4426.629395
	Iteration 65Q: 3 clusters Score -790354.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -790360.937500 Penalty: 4426.629395
	Iteration 66Q: 3 clusters Score -790360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -790364.812500 Penalty: 4426.629395
	Iteration 67Q: 3 clusters Score -790364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -790366.875000 Penalty: 4426.629395
	Iteration 68Q: 3 clusters Score -790366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -790368.375000 Penalty: 4426.629395
	Iteration 69Q: 3 clusters Score -790368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -790370.812500 Penalty: 4426.629395
	Iteration 70Q: 3 clusters Score -790370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -790373.125000 Penalty: 4426.629395
	Iteration 71Q: 3 clusters Score -790373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -790375.250000 Penalty: 4426.629395
	Iteration 72Q: 3 clusters Score -790375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -790377.250000 Penalty: 4426.629395
	Iteration 73Q: 3 clusters Score -790377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -790376.625000 Penalty: 4426.629395
	Iteration 74Q: 3 clusters Score -790376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -790378.937500 Penalty: 4426.629395
	Iteration 75Q: 3 clusters Score -790378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -790379.687500 Penalty: 4426.629395
	Iteration 76Q: 3 clusters Score -790379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -790380.000000 Penalty: 4426.629395
	Iteration 77Q: 3 clusters Score -790380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -790380.375000 Penalty: 4426.629395
	Iteration 78Q: 3 clusters Score -790380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -790383.000000 Penalty: 4426.629395
	Iteration 79Q: 3 clusters Score -790383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -790383.687500 Penalty: 4426.629395
	Iteration 80F: 3 clusters Score -790383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -790384.437500 Penalty: 4426.629395
	Iteration 81Q: 3 clusters Score -790384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -790387.187500 Penalty: 4426.629395
	Iteration 82Q: 3 clusters Score -790387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -790387.875000 Penalty: 4426.629395
	Iteration 83Q: 3 clusters Score -790387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -790389.187500 Penalty: 4426.629395
	Iteration 84Q: 3 clusters Score -790389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -790389.562500 Penalty: 4426.629395
	Iteration 85Q: 3 clusters Score -790389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -790392.625000 Penalty: 4426.629395
	Iteration 86Q: 3 clusters Score -790392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -790392.625000 Penalty: 4426.629395
	Iteration 87F: 3 clusters Score -790392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -72415.429688 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -72415.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70591.179688 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -70591.18 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71158.031250 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -71158.03 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71641.382812 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -71641.38 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -72124.890625 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -72124.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -72699.515625 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -72699.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -73498.468750 Penalty: 3368.445801
	Iteration 5F: 3 clusters Score -73498.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -74030.796875 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -74030.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -74570.046875 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -74570.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -74705.406250 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -74705.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -74705.406250 Penalty: 3368.445801
	Iteration 9F: 3 clusters Score -74705.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208344 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31326 members 
Mstep: Class 8 contains 28489 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 47000 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 98149 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10990 members 
Mstep: Class 18 contains 339692 members 
Mstep: Class 19 contains 228633 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 21 contains 73480 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 338937 members 
Mstep: Class 24 contains 599 members 
Entering Unmasked Estep 
Score: -158372608.000000 Penalty: 84740.203125
Splitting cluster 10 changes total score from -158371728.000000 to -158372608.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -127909.898438 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -127909.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -125725.398438 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -125725.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126545.312500 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -126545.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127223.914062 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -127223.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127679.968750 Penalty: 3618.684570
	Iteration 3F: 3 clusters Score -127680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128019.453125 Penalty: 3618.684570
	Iteration 4F: 3 clusters Score -128019.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128341.828125 Penalty: 3618.684570
	Iteration 5F: 3 clusters Score -128341.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -128566.414062 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -128566.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -128657.968750 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -128658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -128748.085938 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -128748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128827.468750 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -128827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128860.164062 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -128860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128882.562500 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -128882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -128906.882812 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -128906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -128921.773438 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -128921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128925.921875 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -128925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128994.164062 Penalty: 3618.684570
	Iteration 15F: 3 clusters Score -128994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129183.695312 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -129183.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129345.039062 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -129345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129369.546875 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -129369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129370.796875 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -129370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129370.796875 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -129370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208344 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31326 members 
Mstep: Class 8 contains 28489 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 47000 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 98149 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10990 members 
Mstep: Class 18 contains 339692 members 
Mstep: Class 19 contains 228633 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 21 contains 73480 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 338937 members 
Mstep: Class 24 contains 599 members 
Mstep: Class 25 contains 520 members 
Entering Unmasked Estep 
Score: -158372176.000000 Penalty: 88271.046875
Splitting cluster 11 changes total score from -158371728.000000 to -158372176.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (47000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Entering Unmasked Estep 
Score: -5065919.500000 Penalty: 2667.959961
	Iteration 0F: 2 clusters Score -5065920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -5034435.500000 Penalty: 5335.919922
	Iteration 0F: 3 clusters Score -5034436 nChanged 21464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5046165.000000 Penalty: 5335.919922
	Iteration 1F: 3 clusters Score -5046165 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5047014.000000 Penalty: 5335.919922
	Iteration 2Q: 3 clusters Score -5047014 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5048006.000000 Penalty: 5335.919922
	Iteration 3Q: 3 clusters Score -5048006 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5049166.000000 Penalty: 5335.919922
	Iteration 4Q: 3 clusters Score -5049166 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5050367.000000 Penalty: 5335.919922
	Iteration 5Q: 3 clusters Score -5050367 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5051679.000000 Penalty: 5335.919922
	Iteration 6Q: 3 clusters Score -5051679 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -5053020.500000 Penalty: 5335.919922
	Iteration 7F: 3 clusters Score -5053020 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5054457.000000 Penalty: 5335.919922
	Iteration 8Q: 3 clusters Score -5054457 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5055798.000000 Penalty: 5335.919922
	Iteration 9Q: 3 clusters Score -5055798 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5056932.500000 Penalty: 5335.919922
	Iteration 10Q: 3 clusters Score -5056932 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -5057930.500000 Penalty: 5335.919922
	Iteration 11Q: 3 clusters Score -5057930 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -5058788.500000 Penalty: 5335.919922
	Iteration 12Q: 3 clusters Score -5058788 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -5059486.500000 Penalty: 5335.919922
	Iteration 13Q: 3 clusters Score -5059486 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -5060086.000000 Penalty: 5335.919922
	Iteration 14Q: 3 clusters Score -5060086 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5060621.000000 Penalty: 5335.919922
	Iteration 15Q: 3 clusters Score -5060621 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5061157.000000 Penalty: 5335.919922
	Iteration 16Q: 3 clusters Score -5061157 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5061596.500000 Penalty: 5335.919922
	Iteration 17Q: 3 clusters Score -5061596 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5061966.500000 Penalty: 5335.919922
	Iteration 18Q: 3 clusters Score -5061966 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5062291.500000 Penalty: 5335.919922
	Iteration 19Q: 3 clusters Score -5062292 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5062547.000000 Penalty: 5335.919922
	Iteration 20F: 3 clusters Score -5062547 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5062794.500000 Penalty: 5335.919922
	Iteration 21Q: 3 clusters Score -5062794 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5062989.000000 Penalty: 5335.919922
	Iteration 22Q: 3 clusters Score -5062989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5063143.000000 Penalty: 5335.919922
	Iteration 23Q: 3 clusters Score -5063143 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5063255.000000 Penalty: 5335.919922
	Iteration 24Q: 3 clusters Score -5063255 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5063346.000000 Penalty: 5335.919922
	Iteration 25Q: 3 clusters Score -5063346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5063419.000000 Penalty: 5335.919922
	Iteration 26Q: 3 clusters Score -5063419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5063516.000000 Penalty: 5335.919922
	Iteration 27Q: 3 clusters Score -5063516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5063577.000000 Penalty: 5335.919922
	Iteration 28Q: 3 clusters Score -5063577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5063611.000000 Penalty: 5335.919922
	Iteration 29Q: 3 clusters Score -5063611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5063650.000000 Penalty: 5335.919922
	Iteration 30Q: 3 clusters Score -5063650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5063686.000000 Penalty: 5335.919922
	Iteration 31Q: 3 clusters Score -5063686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5063706.000000 Penalty: 5335.919922
	Iteration 32Q: 3 clusters Score -5063706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5063721.000000 Penalty: 5335.919922
	Iteration 33Q: 3 clusters Score -5063721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5063738.000000 Penalty: 5335.919922
	Iteration 34Q: 3 clusters Score -5063738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5063754.000000 Penalty: 5335.919922
	Iteration 35Q: 3 clusters Score -5063754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5063769.000000 Penalty: 5335.919922
	Iteration 36Q: 3 clusters Score -5063769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5063773.500000 Penalty: 5335.919922
	Iteration 37Q: 3 clusters Score -5063774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5063780.000000 Penalty: 5335.919922
	Iteration 38Q: 3 clusters Score -5063780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5063785.000000 Penalty: 5335.919922
	Iteration 39Q: 3 clusters Score -5063785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5063797.500000 Penalty: 5335.919922
	Iteration 40F: 3 clusters Score -5063798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5063796.500000 Penalty: 5335.919922
	Iteration 41Q: 3 clusters Score -5063796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5063799.500000 Penalty: 5335.919922
	Iteration 42Q: 3 clusters Score -5063800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5063806.500000 Penalty: 5335.919922
	Iteration 43Q: 3 clusters Score -5063806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5063812.000000 Penalty: 5335.919922
	Iteration 44Q: 3 clusters Score -5063812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5063814.500000 Penalty: 5335.919922
	Iteration 45Q: 3 clusters Score -5063814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5063820.000000 Penalty: 5335.919922
	Iteration 46Q: 3 clusters Score -5063820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5063822.500000 Penalty: 5335.919922
	Iteration 47Q: 3 clusters Score -5063822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5063834.500000 Penalty: 5335.919922
	Iteration 48Q: 3 clusters Score -5063834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5063831.500000 Penalty: 5335.919922
	Iteration 49Q: 3 clusters Score -5063832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5063832.000000 Penalty: 5335.919922
	Iteration 50Q: 3 clusters Score -5063832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5063834.000000 Penalty: 5335.919922
	Iteration 51Q: 3 clusters Score -5063834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5063834.000000 Penalty: 5335.919922
	Iteration 52F: 3 clusters Score -5063834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -673201.750000 Penalty: 2186.432617
	Iteration 0F: 2 clusters Score -673201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -667626.062500 Penalty: 4372.865234
	Iteration 0F: 3 clusters Score -667626.1 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -669058.250000 Penalty: 4372.865234
	Iteration 1F: 3 clusters Score -669058.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -669406.250000 Penalty: 4372.865234
	Iteration 2F: 3 clusters Score -669406.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -669731.937500 Penalty: 4372.865234
	Iteration 3F: 3 clusters Score -669731.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -670083.500000 Penalty: 4372.865234
	Iteration 4F: 3 clusters Score -670083.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -670407.625000 Penalty: 4372.865234
	Iteration 5F: 3 clusters Score -670407.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -670677.000000 Penalty: 4372.865234
	Iteration 6F: 3 clusters Score -670677 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -670917.500000 Penalty: 4372.865234
	Iteration 7F: 3 clusters Score -670917.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -671152.375000 Penalty: 4372.865234
	Iteration 8Q: 3 clusters Score -671152.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -671342.625000 Penalty: 4372.865234
	Iteration 9Q: 3 clusters Score -671342.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -671473.750000 Penalty: 4372.865234
	Iteration 10Q: 3 clusters Score -671473.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -671576.500000 Penalty: 4372.865234
	Iteration 11Q: 3 clusters Score -671576.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -671654.875000 Penalty: 4372.865234
	Iteration 12Q: 3 clusters Score -671654.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -671722.437500 Penalty: 4372.865234
	Iteration 13Q: 3 clusters Score -671722.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -671757.562500 Penalty: 4372.865234
	Iteration 14Q: 3 clusters Score -671757.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -671781.937500 Penalty: 4372.865234
	Iteration 15Q: 3 clusters Score -671781.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -671804.000000 Penalty: 4372.865234
	Iteration 16Q: 3 clusters Score -671804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -671817.375000 Penalty: 4372.865234
	Iteration 17Q: 3 clusters Score -671817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -671831.062500 Penalty: 4372.865234
	Iteration 18Q: 3 clusters Score -671831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -671839.187500 Penalty: 4372.865234
	Iteration 19Q: 3 clusters Score -671839.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -671848.562500 Penalty: 4372.865234
	Iteration 20F: 3 clusters Score -671848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -671854.812500 Penalty: 4372.865234
	Iteration 21Q: 3 clusters Score -671854.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -671864.812500 Penalty: 4372.865234
	Iteration 22Q: 3 clusters Score -671864.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -671875.937500 Penalty: 4372.865234
	Iteration 23Q: 3 clusters Score -671875.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -671883.937500 Penalty: 4372.865234
	Iteration 24Q: 3 clusters Score -671883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -671896.312500 Penalty: 4372.865234
	Iteration 25Q: 3 clusters Score -671896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -671911.875000 Penalty: 4372.865234
	Iteration 26Q: 3 clusters Score -671911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -671923.125000 Penalty: 4372.865234
	Iteration 27Q: 3 clusters Score -671923.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -671934.250000 Penalty: 4372.865234
	Iteration 28Q: 3 clusters Score -671934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -671944.312500 Penalty: 4372.865234
	Iteration 29Q: 3 clusters Score -671944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -671948.000000 Penalty: 4372.865234
	Iteration 30Q: 3 clusters Score -671948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -671950.312500 Penalty: 4372.865234
	Iteration 31Q: 3 clusters Score -671950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -671954.625000 Penalty: 4372.865234
	Iteration 32Q: 3 clusters Score -671954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -671959.875000 Penalty: 4372.865234
	Iteration 33Q: 3 clusters Score -671959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -671965.250000 Penalty: 4372.865234
	Iteration 34Q: 3 clusters Score -671965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -671967.312500 Penalty: 4372.865234
	Iteration 35Q: 3 clusters Score -671967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -671971.812500 Penalty: 4372.865234
	Iteration 36Q: 3 clusters Score -671971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -671974.250000 Penalty: 4372.865234
	Iteration 37Q: 3 clusters Score -671974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -671976.437500 Penalty: 4372.865234
	Iteration 38Q: 3 clusters Score -671976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -671979.250000 Penalty: 4372.865234
	Iteration 39Q: 3 clusters Score -671979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -671979.875000 Penalty: 4372.865234
	Iteration 40F: 3 clusters Score -671979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -671981.187500 Penalty: 4372.865234
	Iteration 41Q: 3 clusters Score -671981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -671980.500000 Penalty: 4372.865234
	Iteration 42Q: 3 clusters Score -671980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -671982.062500 Penalty: 4372.865234
	Iteration 43Q: 3 clusters Score -671982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -671982.000000 Penalty: 4372.865234
	Iteration 44Q: 3 clusters Score -671982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -671983.000000 Penalty: 4372.865234
	Iteration 45Q: 3 clusters Score -671983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -671985.812500 Penalty: 4372.865234
	Iteration 46Q: 3 clusters Score -671985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -671986.625000 Penalty: 4372.865234
	Iteration 47Q: 3 clusters Score -671986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -671986.375000 Penalty: 4372.865234
	Iteration 48Q: 3 clusters Score -671986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -671988.375000 Penalty: 4372.865234
	Iteration 49Q: 3 clusters Score -671988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -671990.312500 Penalty: 4372.865234
	Iteration 50Q: 3 clusters Score -671990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -671993.375000 Penalty: 4372.865234
	Iteration 51Q: 3 clusters Score -671993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -671994.625000 Penalty: 4372.865234
	Iteration 52Q: 3 clusters Score -671994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -671996.812500 Penalty: 4372.865234
	Iteration 53Q: 3 clusters Score -671996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -671999.937500 Penalty: 4372.865234
	Iteration 54Q: 3 clusters Score -671999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -672000.875000 Penalty: 4372.865234
	Iteration 55Q: 3 clusters Score -672000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -672002.437500 Penalty: 4372.865234
	Iteration 56Q: 3 clusters Score -672002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -672004.000000 Penalty: 4372.865234
	Iteration 57Q: 3 clusters Score -672004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -672003.062500 Penalty: 4372.865234
	Iteration 58Q: 3 clusters Score -672003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -672007.375000 Penalty: 4372.865234
	Iteration 59Q: 3 clusters Score -672007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -672007.812500 Penalty: 4372.865234
	Iteration 60F: 3 clusters Score -672007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -672009.187500 Penalty: 4372.865234
	Iteration 61Q: 3 clusters Score -672009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -672008.625000 Penalty: 4372.865234
	Iteration 62Q: 3 clusters Score -672008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -672008.625000 Penalty: 4372.865234
	Iteration 63F: 3 clusters Score -672008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Entering Unmasked Estep 
Score: -3103547.000000 Penalty: 2572.082764
	Iteration 0F: 2 clusters Score -3103547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3081602.250000 Penalty: 5144.165527
	Iteration 0F: 3 clusters Score -3081602 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3089879.750000 Penalty: 5144.165527
	Iteration 1F: 3 clusters Score -3089880 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3090649.750000 Penalty: 5144.165527
	Iteration 2F: 3 clusters Score -3090650 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3091452.000000 Penalty: 5144.165527
	Iteration 3F: 3 clusters Score -3091452 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3092237.500000 Penalty: 5144.165527
	Iteration 4F: 3 clusters Score -3092238 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3092971.750000 Penalty: 5144.165527
	Iteration 5F: 3 clusters Score -3092972 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3093685.500000 Penalty: 5144.165527
	Iteration 6Q: 3 clusters Score -3093686 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3094381.500000 Penalty: 5144.165527
	Iteration 7Q: 3 clusters Score -3094382 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3095010.000000 Penalty: 5144.165527
	Iteration 8Q: 3 clusters Score -3095010 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3095559.750000 Penalty: 5144.165527
	Iteration 9Q: 3 clusters Score -3095560 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3096047.500000 Penalty: 5144.165527
	Iteration 10Q: 3 clusters Score -3096048 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3096472.500000 Penalty: 5144.165527
	Iteration 11Q: 3 clusters Score -3096472 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3096823.500000 Penalty: 5144.165527
	Iteration 12Q: 3 clusters Score -3096824 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3097090.250000 Penalty: 5144.165527
	Iteration 13Q: 3 clusters Score -3097090 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3097351.000000 Penalty: 5144.165527
	Iteration 14Q: 3 clusters Score -3097351 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3097522.250000 Penalty: 5144.165527
	Iteration 15Q: 3 clusters Score -3097522 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3097690.000000 Penalty: 5144.165527
	Iteration 16Q: 3 clusters Score -3097690 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3097802.000000 Penalty: 5144.165527
	Iteration 17Q: 3 clusters Score -3097802 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3097942.500000 Penalty: 5144.165527
	Iteration 18Q: 3 clusters Score -3097942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3098056.750000 Penalty: 5144.165527
	Iteration 19Q: 3 clusters Score -3098057 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3098164.500000 Penalty: 5144.165527
	Iteration 20F: 3 clusters Score -3098164 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3098330.750000 Penalty: 5144.165527
	Iteration 21Q: 3 clusters Score -3098331 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3098490.000000 Penalty: 5144.165527
	Iteration 22Q: 3 clusters Score -3098490 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3098651.750000 Penalty: 5144.165527
	Iteration 23Q: 3 clusters Score -3098652 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3098819.500000 Penalty: 5144.165527
	Iteration 24Q: 3 clusters Score -3098820 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3098981.750000 Penalty: 5144.165527
	Iteration 25Q: 3 clusters Score -3098982 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3099161.750000 Penalty: 5144.165527
	Iteration 26Q: 3 clusters Score -3099162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3099315.750000 Penalty: 5144.165527
	Iteration 27Q: 3 clusters Score -3099316 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3099513.250000 Penalty: 5144.165527
	Iteration 28Q: 3 clusters Score -3099513 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3099727.500000 Penalty: 5144.165527
	Iteration 29Q: 3 clusters Score -3099728 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3099971.000000 Penalty: 5144.165527
	Iteration 30Q: 3 clusters Score -3099971 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3100210.750000 Penalty: 5144.165527
	Iteration 31Q: 3 clusters Score -3100211 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3100417.750000 Penalty: 5144.165527
	Iteration 32Q: 3 clusters Score -3100418 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3100610.750000 Penalty: 5144.165527
	Iteration 33Q: 3 clusters Score -3100611 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3100816.500000 Penalty: 5144.165527
	Iteration 34Q: 3 clusters Score -3100816 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3101008.750000 Penalty: 5144.165527
	Iteration 35Q: 3 clusters Score -3101009 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3101152.000000 Penalty: 5144.165527
	Iteration 36Q: 3 clusters Score -3101152 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3101251.250000 Penalty: 5144.165527
	Iteration 37Q: 3 clusters Score -3101251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3101325.250000 Penalty: 5144.165527
	Iteration 38Q: 3 clusters Score -3101325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3101392.000000 Penalty: 5144.165527
	Iteration 39Q: 3 clusters Score -3101392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3101461.000000 Penalty: 5144.165527
	Iteration 40F: 3 clusters Score -3101461 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3101509.250000 Penalty: 5144.165527
	Iteration 41Q: 3 clusters Score -3101509 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3101569.250000 Penalty: 5144.165527
	Iteration 42Q: 3 clusters Score -3101569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3101621.750000 Penalty: 5144.165527
	Iteration 43Q: 3 clusters Score -3101622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3101667.000000 Penalty: 5144.165527
	Iteration 44Q: 3 clusters Score -3101667 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3101701.000000 Penalty: 5144.165527
	Iteration 45Q: 3 clusters Score -3101701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3101726.000000 Penalty: 5144.165527
	Iteration 46Q: 3 clusters Score -3101726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3101754.750000 Penalty: 5144.165527
	Iteration 47Q: 3 clusters Score -3101755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3101782.000000 Penalty: 5144.165527
	Iteration 48Q: 3 clusters Score -3101782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3101805.000000 Penalty: 5144.165527
	Iteration 49Q: 3 clusters Score -3101805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3101813.500000 Penalty: 5144.165527
	Iteration 50Q: 3 clusters Score -3101814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3101837.500000 Penalty: 5144.165527
	Iteration 51Q: 3 clusters Score -3101838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3101837.500000 Penalty: 5144.165527
	Iteration 52Q: 3 clusters Score -3101838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3101846.750000 Penalty: 5144.165527
	Iteration 53Q: 3 clusters Score -3101847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3101853.750000 Penalty: 5144.165527
	Iteration 54Q: 3 clusters Score -3101854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3101851.250000 Penalty: 5144.165527
	Iteration 55Q: 3 clusters Score -3101851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3101856.000000 Penalty: 5144.165527
	Iteration 56Q: 3 clusters Score -3101856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3101855.250000 Penalty: 5144.165527
	Iteration 57Q: 3 clusters Score -3101855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3101860.000000 Penalty: 5144.165527
	Iteration 58Q: 3 clusters Score -3101860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3101860.250000 Penalty: 5144.165527
	Iteration 59Q: 3 clusters Score -3101860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3101868.250000 Penalty: 5144.165527
	Iteration 60F: 3 clusters Score -3101868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3101865.750000 Penalty: 5144.165527
	Iteration 61Q: 3 clusters Score -3101866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3101872.000000 Penalty: 5144.165527
	Iteration 62Q: 3 clusters Score -3101872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3101872.750000 Penalty: 5144.165527
	Iteration 63Q: 3 clusters Score -3101873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3101880.750000 Penalty: 5144.165527
	Iteration 64Q: 3 clusters Score -3101881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3101884.250000 Penalty: 5144.165527
	Iteration 65Q: 3 clusters Score -3101884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3101881.750000 Penalty: 5144.165527
	Iteration 66Q: 3 clusters Score -3101882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3101882.000000 Penalty: 5144.165527
	Iteration 67Q: 3 clusters Score -3101882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3101877.000000 Penalty: 5144.165527
	Iteration 68Q: 3 clusters Score -3101877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3101880.750000 Penalty: 5144.165527
	Iteration 69Q: 3 clusters Score -3101881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3101889.000000 Penalty: 5144.165527
	Iteration 70Q: 3 clusters Score -3101889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3101890.750000 Penalty: 5144.165527
	Iteration 71Q: 3 clusters Score -3101891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3101889.750000 Penalty: 5144.165527
	Iteration 72Q: 3 clusters Score -3101890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3101886.500000 Penalty: 5144.165527
	Iteration 73Q: 3 clusters Score -3101886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3101886.500000 Penalty: 5144.165527
	Iteration 74F: 3 clusters Score -3101886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Entering Unmasked Estep 
Score: -10492103.000000 Penalty: 2850.572021
	Iteration 0F: 2 clusters Score -1.04921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -10426176.000000 Penalty: 5701.144043
	Iteration 0F: 3 clusters Score -1.042618e+07 nChanged 46545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -10453133.000000 Penalty: 5701.144043
	Iteration 1F: 3 clusters Score -1.045313e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -10454577.000000 Penalty: 5701.144043
	Iteration 2Q: 3 clusters Score -1.045458e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -10456979.000000 Penalty: 5701.144043
	Iteration 3Q: 3 clusters Score -1.045698e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -10460452.000000 Penalty: 5701.144043
	Iteration 4F: 3 clusters Score -1.046045e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -10465037.000000 Penalty: 5701.144043
	Iteration 5F: 3 clusters Score -1.046504e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -10469992.000000 Penalty: 5701.144043
	Iteration 6F: 3 clusters Score -1.046999e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -10474483.000000 Penalty: 5701.144043
	Iteration 7F: 3 clusters Score -1.047448e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -10477534.000000 Penalty: 5701.144043
	Iteration 8F: 3 clusters Score -1.047753e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -10479204.000000 Penalty: 5701.144043
	Iteration 9Q: 3 clusters Score -1.04792e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -10480046.000000 Penalty: 5701.144043
	Iteration 10Q: 3 clusters Score -1.048005e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10480622.000000 Penalty: 5701.144043
	Iteration 11Q: 3 clusters Score -1.048062e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -10481114.000000 Penalty: 5701.144043
	Iteration 12Q: 3 clusters Score -1.048111e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -10481645.000000 Penalty: 5701.144043
	Iteration 13Q: 3 clusters Score -1.048164e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -10482083.000000 Penalty: 5701.144043
	Iteration 14Q: 3 clusters Score -1.048208e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -10482471.000000 Penalty: 5701.144043
	Iteration 15Q: 3 clusters Score -1.048247e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -10482829.000000 Penalty: 5701.144043
	Iteration 16Q: 3 clusters Score -1.048283e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -10483253.000000 Penalty: 5701.144043
	Iteration 17Q: 3 clusters Score -1.048325e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -10483660.000000 Penalty: 5701.144043
	Iteration 18Q: 3 clusters Score -1.048366e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -10484078.000000 Penalty: 5701.144043
	Iteration 19Q: 3 clusters Score -1.048408e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10484276.000000 Penalty: 5701.144043
	Iteration 20F: 3 clusters Score -1.048428e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -10484555.000000 Penalty: 5701.144043
	Iteration 21Q: 3 clusters Score -1.048456e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -10484711.000000 Penalty: 5701.144043
	Iteration 22Q: 3 clusters Score -1.048471e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -10484867.000000 Penalty: 5701.144043
	Iteration 23Q: 3 clusters Score -1.048487e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -10484985.000000 Penalty: 5701.144043
	Iteration 24Q: 3 clusters Score -1.048498e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -10485163.000000 Penalty: 5701.144043
	Iteration 25Q: 3 clusters Score -1.048516e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -10485288.000000 Penalty: 5701.144043
	Iteration 26Q: 3 clusters Score -1.048529e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -10485442.000000 Penalty: 5701.144043
	Iteration 27Q: 3 clusters Score -1.048544e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -10485525.000000 Penalty: 5701.144043
	Iteration 28Q: 3 clusters Score -1.048552e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -10485648.000000 Penalty: 5701.144043
	Iteration 29Q: 3 clusters Score -1.048565e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -10485753.000000 Penalty: 5701.144043
	Iteration 30Q: 3 clusters Score -1.048575e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -10485849.000000 Penalty: 5701.144043
	Iteration 31Q: 3 clusters Score -1.048585e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -10486023.000000 Penalty: 5701.144043
	Iteration 32Q: 3 clusters Score -1.048602e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -10486084.000000 Penalty: 5701.144043
	Iteration 33Q: 3 clusters Score -1.048608e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -10486173.000000 Penalty: 5701.144043
	Iteration 34Q: 3 clusters Score -1.048617e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -10486301.000000 Penalty: 5701.144043
	Iteration 35Q: 3 clusters Score -1.04863e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -10486489.000000 Penalty: 5701.144043
	Iteration 36Q: 3 clusters Score -1.048649e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -10486621.000000 Penalty: 5701.144043
	Iteration 37Q: 3 clusters Score -1.048662e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -10486737.000000 Penalty: 5701.144043
	Iteration 38Q: 3 clusters Score -1.048674e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -10486861.000000 Penalty: 5701.144043
	Iteration 39Q: 3 clusters Score -1.048686e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -10486978.000000 Penalty: 5701.144043
	Iteration 40F: 3 clusters Score -1.048698e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -10487094.000000 Penalty: 5701.144043
	Iteration 41Q: 3 clusters Score -1.048709e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -10487212.000000 Penalty: 5701.144043
	Iteration 42Q: 3 clusters Score -1.048721e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -10487358.000000 Penalty: 5701.144043
	Iteration 43Q: 3 clusters Score -1.048736e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -10487526.000000 Penalty: 5701.144043
	Iteration 44Q: 3 clusters Score -1.048753e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -10487652.000000 Penalty: 5701.144043
	Iteration 45Q: 3 clusters Score -1.048765e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -10487769.000000 Penalty: 5701.144043
	Iteration 46Q: 3 clusters Score -1.048777e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -10487912.000000 Penalty: 5701.144043
	Iteration 47Q: 3 clusters Score -1.048791e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -10488037.000000 Penalty: 5701.144043
	Iteration 48Q: 3 clusters Score -1.048804e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -10488208.000000 Penalty: 5701.144043
	Iteration 49Q: 3 clusters Score -1.048821e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -10488346.000000 Penalty: 5701.144043
	Iteration 50Q: 3 clusters Score -1.048835e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -10488506.000000 Penalty: 5701.144043
	Iteration 51Q: 3 clusters Score -1.048851e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -10488598.000000 Penalty: 5701.144043
	Iteration 52Q: 3 clusters Score -1.04886e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -10488713.000000 Penalty: 5701.144043
	Iteration 53Q: 3 clusters Score -1.048871e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -10488862.000000 Penalty: 5701.144043
	Iteration 54Q: 3 clusters Score -1.048886e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -10488983.000000 Penalty: 5701.144043
	Iteration 55Q: 3 clusters Score -1.048898e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -10489075.000000 Penalty: 5701.144043
	Iteration 56Q: 3 clusters Score -1.048908e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -10489179.000000 Penalty: 5701.144043
	Iteration 57Q: 3 clusters Score -1.048918e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -10489308.000000 Penalty: 5701.144043
	Iteration 58Q: 3 clusters Score -1.048931e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -10489385.000000 Penalty: 5701.144043
	Iteration 59Q: 3 clusters Score -1.048938e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -10489490.000000 Penalty: 5701.144043
	Iteration 60F: 3 clusters Score -1.048949e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -10489573.000000 Penalty: 5701.144043
	Iteration 61Q: 3 clusters Score -1.048957e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -10489641.000000 Penalty: 5701.144043
	Iteration 62Q: 3 clusters Score -1.048964e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -10489738.000000 Penalty: 5701.144043
	Iteration 63Q: 3 clusters Score -1.048974e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -10489823.000000 Penalty: 5701.144043
	Iteration 64Q: 3 clusters Score -1.048982e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -10489895.000000 Penalty: 5701.144043
	Iteration 65Q: 3 clusters Score -1.04899e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -10489934.000000 Penalty: 5701.144043
	Iteration 66Q: 3 clusters Score -1.048993e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -10489983.000000 Penalty: 5701.144043
	Iteration 67Q: 3 clusters Score -1.048998e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -10490022.000000 Penalty: 5701.144043
	Iteration 68Q: 3 clusters Score -1.049002e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -10490081.000000 Penalty: 5701.144043
	Iteration 69Q: 3 clusters Score -1.049008e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -10490124.000000 Penalty: 5701.144043
	Iteration 70Q: 3 clusters Score -1.049012e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -10490169.000000 Penalty: 5701.144043
	Iteration 71Q: 3 clusters Score -1.049017e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -10490171.000000 Penalty: 5701.144043
	Iteration 72Q: 3 clusters Score -1.049017e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -10490197.000000 Penalty: 5701.144043
	Iteration 73Q: 3 clusters Score -1.04902e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -10490234.000000 Penalty: 5701.144043
	Iteration 74Q: 3 clusters Score -1.049023e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -10490254.000000 Penalty: 5701.144043
	Iteration 75Q: 3 clusters Score -1.049025e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -10490267.000000 Penalty: 5701.144043
	Iteration 76Q: 3 clusters Score -1.049027e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -10490273.000000 Penalty: 5701.144043
	Iteration 77Q: 3 clusters Score -1.049027e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -10490294.000000 Penalty: 5701.144043
	Iteration 78Q: 3 clusters Score -1.049029e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -10490301.000000 Penalty: 5701.144043
	Iteration 79Q: 3 clusters Score -1.04903e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -10490329.000000 Penalty: 5701.144043
	Iteration 80F: 3 clusters Score -1.049033e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -10490339.000000 Penalty: 5701.144043
	Iteration 81Q: 3 clusters Score -1.049034e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -10490348.000000 Penalty: 5701.144043
	Iteration 82Q: 3 clusters Score -1.049035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -10490347.000000 Penalty: 5701.144043
	Iteration 83Q: 3 clusters Score -1.049035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -10490377.000000 Penalty: 5701.144043
	Iteration 84Q: 3 clusters Score -1.049038e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -10490395.000000 Penalty: 5701.144043
	Iteration 85Q: 3 clusters Score -1.04904e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10490414.000000 Penalty: 5701.144043
	Iteration 86Q: 3 clusters Score -1.049041e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -10490404.000000 Penalty: 5701.144043
	Iteration 87Q: 3 clusters Score -1.04904e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -10490404.000000 Penalty: 5701.144043
	Iteration 88Q: 3 clusters Score -1.04904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -10490431.000000 Penalty: 5701.144043
	Iteration 89Q: 3 clusters Score -1.049043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -10490426.000000 Penalty: 5701.144043
	Iteration 90Q: 3 clusters Score -1.049043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -10490400.000000 Penalty: 5701.144043
	Iteration 91Q: 3 clusters Score -1.04904e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -10490394.000000 Penalty: 5701.144043
	Iteration 92Q: 3 clusters Score -1.049039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -10490396.000000 Penalty: 5701.144043
	Iteration 93Q: 3 clusters Score -1.04904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -10490406.000000 Penalty: 5701.144043
	Iteration 94Q: 3 clusters Score -1.049041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -10490414.000000 Penalty: 5701.144043
	Iteration 95Q: 3 clusters Score -1.049041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10490413.000000 Penalty: 5701.144043
	Iteration 96Q: 3 clusters Score -1.049041e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10490418.000000 Penalty: 5701.144043
	Iteration 97Q: 3 clusters Score -1.049042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -10490401.000000 Penalty: 5701.144043
	Iteration 98Q: 3 clusters Score -1.04904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -10490394.000000 Penalty: 5701.144043
	Iteration 99Q: 3 clusters Score -1.049039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -10490409.000000 Penalty: 5701.144043
	Iteration 100F: 3 clusters Score -1.049041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -10490405.000000 Penalty: 5701.144043
	Iteration 101Q: 3 clusters Score -1.04904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -10490410.000000 Penalty: 5701.144043
	Iteration 102Q: 3 clusters Score -1.049041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -10490419.000000 Penalty: 5701.144043
	Iteration 103Q: 3 clusters Score -1.049042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -10490435.000000 Penalty: 5701.144043
	Iteration 104Q: 3 clusters Score -1.049044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -10490423.000000 Penalty: 5701.144043
	Iteration 105Q: 3 clusters Score -1.049042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -10490413.000000 Penalty: 5701.144043
	Iteration 106Q: 3 clusters Score -1.049041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -10490430.000000 Penalty: 5701.144043
	Iteration 107Q: 3 clusters Score -1.049043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -10490445.000000 Penalty: 5701.144043
	Iteration 108Q: 3 clusters Score -1.049044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10490442.000000 Penalty: 5701.144043
	Iteration 109Q: 3 clusters Score -1.049044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -10490433.000000 Penalty: 5701.144043
	Iteration 110Q: 3 clusters Score -1.049043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -10490442.000000 Penalty: 5701.144043
	Iteration 111Q: 3 clusters Score -1.049044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -10490441.000000 Penalty: 5701.144043
	Iteration 112Q: 3 clusters Score -1.049044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -10490459.000000 Penalty: 5701.144043
	Iteration 113Q: 3 clusters Score -1.049046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -10490462.000000 Penalty: 5701.144043
	Iteration 114Q: 3 clusters Score -1.049046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -10490458.000000 Penalty: 5701.144043
	Iteration 115Q: 3 clusters Score -1.049046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10490481.000000 Penalty: 5701.144043
	Iteration 116Q: 3 clusters Score -1.049048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -10490466.000000 Penalty: 5701.144043
	Iteration 117Q: 3 clusters Score -1.049047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -10490479.000000 Penalty: 5701.144043
	Iteration 118Q: 3 clusters Score -1.049048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10490475.000000 Penalty: 5701.144043
	Iteration 119Q: 3 clusters Score -1.049048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -10490465.000000 Penalty: 5701.144043
	Iteration 120F: 3 clusters Score -1.049046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -10490459.000000 Penalty: 5701.144043
	Iteration 121Q: 3 clusters Score -1.049046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -10490448.000000 Penalty: 5701.144043
	Iteration 122Q: 3 clusters Score -1.049045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -10490461.000000 Penalty: 5701.144043
	Iteration 123Q: 3 clusters Score -1.049046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -10490482.000000 Penalty: 5701.144043
	Iteration 124Q: 3 clusters Score -1.049048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -10490477.000000 Penalty: 5701.144043
	Iteration 125Q: 3 clusters Score -1.049048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -10490501.000000 Penalty: 5701.144043
	Iteration 126Q: 3 clusters Score -1.04905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -10490491.000000 Penalty: 5701.144043
	Iteration 127Q: 3 clusters Score -1.049049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -10490498.000000 Penalty: 5701.144043
	Iteration 128Q: 3 clusters Score -1.04905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -10490505.000000 Penalty: 5701.144043
	Iteration 129Q: 3 clusters Score -1.04905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -10490496.000000 Penalty: 5701.144043
	Iteration 130Q: 3 clusters Score -1.04905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -10490499.000000 Penalty: 5701.144043
	Iteration 131Q: 3 clusters Score -1.04905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -10490503.000000 Penalty: 5701.144043
	Iteration 132Q: 3 clusters Score -1.04905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -10490511.000000 Penalty: 5701.144043
	Iteration 133Q: 3 clusters Score -1.049051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -10490520.000000 Penalty: 5701.144043
	Iteration 134Q: 3 clusters Score -1.049052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -10490520.000000 Penalty: 5701.144043
	Iteration 135Q: 3 clusters Score -1.049052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -10490521.000000 Penalty: 5701.144043
	Iteration 136Q: 3 clusters Score -1.049052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10490519.000000 Penalty: 5701.144043
	Iteration 137Q: 3 clusters Score -1.049052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -10490520.000000 Penalty: 5701.144043
	Iteration 138Q: 3 clusters Score -1.049052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -10490523.000000 Penalty: 5701.144043
	Iteration 139Q: 3 clusters Score -1.049052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -10490525.000000 Penalty: 5701.144043
	Iteration 140F: 3 clusters Score -1.049052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10490517.000000 Penalty: 5701.144043
	Iteration 141Q: 3 clusters Score -1.049052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -10490510.000000 Penalty: 5701.144043
	Iteration 142Q: 3 clusters Score -1.049051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10490509.000000 Penalty: 5701.144043
	Iteration 143Q: 3 clusters Score -1.049051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -10490499.000000 Penalty: 5701.144043
	Iteration 144Q: 3 clusters Score -1.04905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -10490504.000000 Penalty: 5701.144043
	Iteration 145Q: 3 clusters Score -1.04905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -10490513.000000 Penalty: 5701.144043
	Iteration 146Q: 3 clusters Score -1.049051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -10490494.000000 Penalty: 5701.144043
	Iteration 147Q: 3 clusters Score -1.049049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -10490498.000000 Penalty: 5701.144043
	Iteration 148Q: 3 clusters Score -1.04905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10490507.000000 Penalty: 5701.144043
	Iteration 149Q: 3 clusters Score -1.049051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -10490508.000000 Penalty: 5701.144043
	Iteration 150Q: 3 clusters Score -1.049051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -10490518.000000 Penalty: 5701.144043
	Iteration 151Q: 3 clusters Score -1.049052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -10490521.000000 Penalty: 5701.144043
	Iteration 152Q: 3 clusters Score -1.049052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10490538.000000 Penalty: 5701.144043
	Iteration 153Q: 3 clusters Score -1.049054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -10490542.000000 Penalty: 5701.144043
	Iteration 154Q: 3 clusters Score -1.049054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10490540.000000 Penalty: 5701.144043
	Iteration 155Q: 3 clusters Score -1.049054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10490533.000000 Penalty: 5701.144043
	Iteration 156Q: 3 clusters Score -1.049053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -10490534.000000 Penalty: 5701.144043
	Iteration 157Q: 3 clusters Score -1.049053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10490530.000000 Penalty: 5701.144043
	Iteration 158Q: 3 clusters Score -1.049053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -10490532.000000 Penalty: 5701.144043
	Iteration 159Q: 3 clusters Score -1.049053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -10490533.000000 Penalty: 5701.144043
	Iteration 160F: 3 clusters Score -1.049053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10490531.000000 Penalty: 5701.144043
	Iteration 161Q: 3 clusters Score -1.049053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -10490532.000000 Penalty: 5701.144043
	Iteration 162Q: 3 clusters Score -1.049053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -10490549.000000 Penalty: 5701.144043
	Iteration 163Q: 3 clusters Score -1.049055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94450 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -10490533.000000 Penalty: 5701.144043
	Iteration 164Q: 3 clusters Score -1.049053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -10490532.000000 Penalty: 5701.144043
	Iteration 165Q: 3 clusters Score -1.049053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -10490531.000000 Penalty: 5701.144043
	Iteration 166Q: 3 clusters Score -1.049053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10490545.000000 Penalty: 5701.144043
	Iteration 167Q: 3 clusters Score -1.049054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94477 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -10490546.000000 Penalty: 5701.144043
	Iteration 168Q: 3 clusters Score -1.049055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -10490545.000000 Penalty: 5701.144043
	Iteration 169Q: 3 clusters Score -1.049054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -10490545.000000 Penalty: 5701.144043
	Iteration 170Q: 3 clusters Score -1.049054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10490541.000000 Penalty: 5701.144043
	Iteration 171Q: 3 clusters Score -1.049054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -10490537.000000 Penalty: 5701.144043
	Iteration 172Q: 3 clusters Score -1.049054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -10490537.000000 Penalty: 5701.144043
	Iteration 173F: 3 clusters Score -1.049054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -294578.937500 Penalty: 2012.500732
	Iteration 0F: 2 clusters Score -294578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -291134.906250 Penalty: 4025.001465
	Iteration 0F: 3 clusters Score -291134.9 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -291975.750000 Penalty: 4025.001465
	Iteration 1F: 3 clusters Score -291975.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -292162.718750 Penalty: 4025.001465
	Iteration 2F: 3 clusters Score -292162.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -292262.093750 Penalty: 4025.001465
	Iteration 3F: 3 clusters Score -292262.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -292322.718750 Penalty: 4025.001465
	Iteration 4Q: 3 clusters Score -292322.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292376.031250 Penalty: 4025.001465
	Iteration 5Q: 3 clusters Score -292376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -292417.875000 Penalty: 4025.001465
	Iteration 6Q: 3 clusters Score -292417.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292450.843750 Penalty: 4025.001465
	Iteration 7Q: 3 clusters Score -292450.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -292478.437500 Penalty: 4025.001465
	Iteration 8Q: 3 clusters Score -292478.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -292511.656250 Penalty: 4025.001465
	Iteration 9Q: 3 clusters Score -292511.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -292536.156250 Penalty: 4025.001465
	Iteration 10Q: 3 clusters Score -292536.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292563.906250 Penalty: 4025.001465
	Iteration 11Q: 3 clusters Score -292563.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -292585.000000 Penalty: 4025.001465
	Iteration 12Q: 3 clusters Score -292585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -292602.687500 Penalty: 4025.001465
	Iteration 13Q: 3 clusters Score -292602.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -292618.968750 Penalty: 4025.001465
	Iteration 14Q: 3 clusters Score -292619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -292631.562500 Penalty: 4025.001465
	Iteration 15Q: 3 clusters Score -292631.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -292645.468750 Penalty: 4025.001465
	Iteration 16Q: 3 clusters Score -292645.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -292654.468750 Penalty: 4025.001465
	Iteration 17Q: 3 clusters Score -292654.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292665.000000 Penalty: 4025.001465
	Iteration 18Q: 3 clusters Score -292665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -292669.531250 Penalty: 4025.001465
	Iteration 19Q: 3 clusters Score -292669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -292673.593750 Penalty: 4025.001465
	Iteration 20F: 3 clusters Score -292673.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -292678.093750 Penalty: 4025.001465
	Iteration 21Q: 3 clusters Score -292678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -292683.781250 Penalty: 4025.001465
	Iteration 22Q: 3 clusters Score -292683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -292690.593750 Penalty: 4025.001465
	Iteration 23Q: 3 clusters Score -292690.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -292696.468750 Penalty: 4025.001465
	Iteration 24Q: 3 clusters Score -292696.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -292704.000000 Penalty: 4025.001465
	Iteration 25Q: 3 clusters Score -292704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292709.000000 Penalty: 4025.001465
	Iteration 26Q: 3 clusters Score -292709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -292716.625000 Penalty: 4025.001465
	Iteration 27Q: 3 clusters Score -292716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292724.000000 Penalty: 4025.001465
	Iteration 28Q: 3 clusters Score -292724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292726.968750 Penalty: 4025.001465
	Iteration 29Q: 3 clusters Score -292727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -292728.718750 Penalty: 4025.001465
	Iteration 30Q: 3 clusters Score -292728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -292729.531250 Penalty: 4025.001465
	Iteration 31Q: 3 clusters Score -292729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -292730.250000 Penalty: 4025.001465
	Iteration 32Q: 3 clusters Score -292730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -292730.250000 Penalty: 4025.001465
	Iteration 33F: 3 clusters Score -292730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -1181956.125000 Penalty: 2307.575684
	Iteration 0F: 2 clusters Score -1181956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1173639.875000 Penalty: 4615.151367
	Iteration 0F: 3 clusters Score -1173640 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1176006.000000 Penalty: 4615.151367
	Iteration 1F: 3 clusters Score -1176006 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1176304.500000 Penalty: 4615.151367
	Iteration 2F: 3 clusters Score -1176304 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1176508.250000 Penalty: 4615.151367
	Iteration 3Q: 3 clusters Score -1176508 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1176641.375000 Penalty: 4615.151367
	Iteration 4Q: 3 clusters Score -1176641 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1176716.125000 Penalty: 4615.151367
	Iteration 5Q: 3 clusters Score -1176716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1176777.375000 Penalty: 4615.151367
	Iteration 6Q: 3 clusters Score -1176777 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1176845.625000 Penalty: 4615.151367
	Iteration 7Q: 3 clusters Score -1176846 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1176912.875000 Penalty: 4615.151367
	Iteration 8Q: 3 clusters Score -1176913 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1176982.375000 Penalty: 4615.151367
	Iteration 9Q: 3 clusters Score -1176982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1177044.125000 Penalty: 4615.151367
	Iteration 10Q: 3 clusters Score -1177044 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1177116.250000 Penalty: 4615.151367
	Iteration 11Q: 3 clusters Score -1177116 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1177201.000000 Penalty: 4615.151367
	Iteration 12Q: 3 clusters Score -1177201 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1177322.250000 Penalty: 4615.151367
	Iteration 13Q: 3 clusters Score -1177322 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1177475.625000 Penalty: 4615.151367
	Iteration 14Q: 3 clusters Score -1177476 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1177688.625000 Penalty: 4615.151367
	Iteration 15Q: 3 clusters Score -1177689 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1177988.375000 Penalty: 4615.151367
	Iteration 16Q: 3 clusters Score -1177988 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1178328.000000 Penalty: 4615.151367
	Iteration 17Q: 3 clusters Score -1178328 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1178676.375000 Penalty: 4615.151367
	Iteration 18Q: 3 clusters Score -1178676 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1179036.625000 Penalty: 4615.151367
	Iteration 19Q: 3 clusters Score -1179037 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1179346.625000 Penalty: 4615.151367
	Iteration 20F: 3 clusters Score -1179347 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1179535.625000 Penalty: 4615.151367
	Iteration 21Q: 3 clusters Score -1179536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1179665.875000 Penalty: 4615.151367
	Iteration 22Q: 3 clusters Score -1179666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1179743.000000 Penalty: 4615.151367
	Iteration 23Q: 3 clusters Score -1179743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1179792.750000 Penalty: 4615.151367
	Iteration 24Q: 3 clusters Score -1179793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1179837.500000 Penalty: 4615.151367
	Iteration 25Q: 3 clusters Score -1179838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1179866.500000 Penalty: 4615.151367
	Iteration 26Q: 3 clusters Score -1179866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1179889.625000 Penalty: 4615.151367
	Iteration 27Q: 3 clusters Score -1179890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1179911.875000 Penalty: 4615.151367
	Iteration 28Q: 3 clusters Score -1179912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1179923.625000 Penalty: 4615.151367
	Iteration 29Q: 3 clusters Score -1179924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1179934.000000 Penalty: 4615.151367
	Iteration 30Q: 3 clusters Score -1179934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1179944.500000 Penalty: 4615.151367
	Iteration 31Q: 3 clusters Score -1179944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1179958.750000 Penalty: 4615.151367
	Iteration 32Q: 3 clusters Score -1179959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1179965.000000 Penalty: 4615.151367
	Iteration 33Q: 3 clusters Score -1179965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1179970.375000 Penalty: 4615.151367
	Iteration 34Q: 3 clusters Score -1179970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1179976.125000 Penalty: 4615.151367
	Iteration 35Q: 3 clusters Score -1179976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1179977.875000 Penalty: 4615.151367
	Iteration 36Q: 3 clusters Score -1179978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1179980.000000 Penalty: 4615.151367
	Iteration 37Q: 3 clusters Score -1179980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1179982.625000 Penalty: 4615.151367
	Iteration 38Q: 3 clusters Score -1179983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1179982.625000 Penalty: 4615.151367
	Iteration 39F: 3 clusters Score -1179983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (339692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339692 members 
Entering Unmasked Estep 
Score: -36122400.000000 Penalty: 3158.477051
	Iteration 0F: 2 clusters Score -3.61224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 169886 members 
Entering Unmasked Estep 
Score: -35903764.000000 Penalty: 6316.954102
	Iteration 0F: 3 clusters Score -3.590376e+07 nChanged 164998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170254 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -36003716.000000 Penalty: 6316.954102
	Iteration 1F: 3 clusters Score -3.600372e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170012 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -36005264.000000 Penalty: 6316.954102
	Iteration 2Q: 3 clusters Score -3.600526e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -36007692.000000 Penalty: 6316.954102
	Iteration 3Q: 3 clusters Score -3.600769e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169063 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -36010644.000000 Penalty: 6316.954102
	Iteration 4Q: 3 clusters Score -3.601064e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -36014804.000000 Penalty: 6316.954102
	Iteration 5Q: 3 clusters Score -3.60148e+07 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 172916 members 
Entering Unmasked Estep 
Score: -36021176.000000 Penalty: 6316.954102
	Iteration 6Q: 3 clusters Score -3.602118e+07 nChanged 17261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -36030452.000000 Penalty: 6316.954102
	Iteration 7F: 3 clusters Score -3.603045e+07 nChanged 19873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 177118 members 
Entering Unmasked Estep 
Score: -36043532.000000 Penalty: 6316.954102
	Iteration 8F: 3 clusters Score -3.604353e+07 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160141 members 
Mstep: Class 2 contains 179551 members 
Entering Unmasked Estep 
Score: -36057376.000000 Penalty: 6316.954102
	Iteration 9F: 3 clusters Score -3.605738e+07 nChanged 18752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 181687 members 
Entering Unmasked Estep 
Score: -36067304.000000 Penalty: 6316.954102
	Iteration 10F: 3 clusters Score -3.60673e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156501 members 
Mstep: Class 2 contains 183191 members 
Entering Unmasked Estep 
Score: -36071272.000000 Penalty: 6316.954102
	Iteration 11Q: 3 clusters Score -3.607127e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 184458 members 
Entering Unmasked Estep 
Score: -36072560.000000 Penalty: 6316.954102
	Iteration 12Q: 3 clusters Score -3.607256e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 185591 members 
Entering Unmasked Estep 
Score: -36072936.000000 Penalty: 6316.954102
	Iteration 13Q: 3 clusters Score -3.607294e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 186684 members 
Entering Unmasked Estep 
Score: -36073232.000000 Penalty: 6316.954102
	Iteration 14Q: 3 clusters Score -3.607323e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151864 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
Score: -36073436.000000 Penalty: 6316.954102
	Iteration 15Q: 3 clusters Score -3.607344e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150764 members 
Mstep: Class 2 contains 188928 members 
Entering Unmasked Estep 
Score: -36073572.000000 Penalty: 6316.954102
	Iteration 16Q: 3 clusters Score -3.607357e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149587 members 
Mstep: Class 2 contains 190105 members 
Entering Unmasked Estep 
Score: -36073876.000000 Penalty: 6316.954102
	Iteration 17Q: 3 clusters Score -3.607388e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 191298 members 
Entering Unmasked Estep 
Score: -36074052.000000 Penalty: 6316.954102
	Iteration 18Q: 3 clusters Score -3.607405e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147161 members 
Mstep: Class 2 contains 192531 members 
Entering Unmasked Estep 
Score: -36074068.000000 Penalty: 6316.954102
	Iteration 19Q: 3 clusters Score -3.607407e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 193811 members 
Entering Unmasked Estep 
Score: -36074280.000000 Penalty: 6316.954102
	Iteration 20F: 3 clusters Score -3.607428e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 195185 members 
Entering Unmasked Estep 
Score: -36074500.000000 Penalty: 6316.954102
	Iteration 21Q: 3 clusters Score -3.60745e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -36074812.000000 Penalty: 6316.954102
	Iteration 22Q: 3 clusters Score -3.607481e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141589 members 
Mstep: Class 2 contains 198103 members 
Entering Unmasked Estep 
Score: -36074984.000000 Penalty: 6316.954102
	Iteration 23Q: 3 clusters Score -3.607498e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140135 members 
Mstep: Class 2 contains 199557 members 
Entering Unmasked Estep 
Score: -36075080.000000 Penalty: 6316.954102
	Iteration 24Q: 3 clusters Score -3.607508e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138679 members 
Mstep: Class 2 contains 201013 members 
Entering Unmasked Estep 
Score: -36075300.000000 Penalty: 6316.954102
	Iteration 25Q: 3 clusters Score -3.60753e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 202463 members 
Entering Unmasked Estep 
Score: -36075692.000000 Penalty: 6316.954102
	Iteration 26Q: 3 clusters Score -3.607569e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135748 members 
Mstep: Class 2 contains 203944 members 
Entering Unmasked Estep 
Score: -36075768.000000 Penalty: 6316.954102
	Iteration 27Q: 3 clusters Score -3.607577e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 205473 members 
Entering Unmasked Estep 
Score: -36075952.000000 Penalty: 6316.954102
	Iteration 28Q: 3 clusters Score -3.607595e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 206982 members 
Entering Unmasked Estep 
Score: -36076268.000000 Penalty: 6316.954102
	Iteration 29Q: 3 clusters Score -3.607627e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131170 members 
Mstep: Class 2 contains 208522 members 
Entering Unmasked Estep 
Score: -36076448.000000 Penalty: 6316.954102
	Iteration 30Q: 3 clusters Score -3.607645e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 210078 members 
Entering Unmasked Estep 
Score: -36076844.000000 Penalty: 6316.954102
	Iteration 31Q: 3 clusters Score -3.607684e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 211676 members 
Entering Unmasked Estep 
Score: -36077040.000000 Penalty: 6316.954102
	Iteration 32Q: 3 clusters Score -3.607704e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 213181 members 
Entering Unmasked Estep 
Score: -36077296.000000 Penalty: 6316.954102
	Iteration 33Q: 3 clusters Score -3.60773e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 214813 members 
Entering Unmasked Estep 
Score: -36077572.000000 Penalty: 6316.954102
	Iteration 34Q: 3 clusters Score -3.607757e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 216462 members 
Entering Unmasked Estep 
Score: -36077780.000000 Penalty: 6316.954102
	Iteration 35Q: 3 clusters Score -3.607778e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 218110 members 
Entering Unmasked Estep 
Score: -36078096.000000 Penalty: 6316.954102
	Iteration 36Q: 3 clusters Score -3.60781e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119980 members 
Mstep: Class 2 contains 219712 members 
Entering Unmasked Estep 
Score: -36078368.000000 Penalty: 6316.954102
	Iteration 37Q: 3 clusters Score -3.607837e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 221211 members 
Entering Unmasked Estep 
Score: -36078640.000000 Penalty: 6316.954102
	Iteration 38Q: 3 clusters Score -3.607864e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116927 members 
Mstep: Class 2 contains 222765 members 
Entering Unmasked Estep 
Score: -36078756.000000 Penalty: 6316.954102
	Iteration 39Q: 3 clusters Score -3.607876e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 224421 members 
Entering Unmasked Estep 
Score: -36079088.000000 Penalty: 6316.954102
	Iteration 40F: 3 clusters Score -3.607909e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 226023 members 
Entering Unmasked Estep 
Score: -36079552.000000 Penalty: 6316.954102
	Iteration 41Q: 3 clusters Score -3.607955e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 227624 members 
Entering Unmasked Estep 
Score: -36079812.000000 Penalty: 6316.954102
	Iteration 42Q: 3 clusters Score -3.607981e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 229251 members 
Entering Unmasked Estep 
Score: -36080172.000000 Penalty: 6316.954102
	Iteration 43Q: 3 clusters Score -3.608017e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 230962 members 
Entering Unmasked Estep 
Score: -36080704.000000 Penalty: 6316.954102
	Iteration 44Q: 3 clusters Score -3.60807e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 232679 members 
Entering Unmasked Estep 
Score: -36081112.000000 Penalty: 6316.954102
	Iteration 45Q: 3 clusters Score -3.608111e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105208 members 
Mstep: Class 2 contains 234484 members 
Entering Unmasked Estep 
Score: -36081196.000000 Penalty: 6316.954102
	Iteration 46Q: 3 clusters Score -3.60812e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 236367 members 
Entering Unmasked Estep 
Score: -36081756.000000 Penalty: 6316.954102
	Iteration 47Q: 3 clusters Score -3.608176e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 238282 members 
Entering Unmasked Estep 
Score: -36082264.000000 Penalty: 6316.954102
	Iteration 48Q: 3 clusters Score -3.608226e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 240321 members 
Entering Unmasked Estep 
Score: -36082608.000000 Penalty: 6316.954102
	Iteration 49Q: 3 clusters Score -3.608261e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 242286 members 
Entering Unmasked Estep 
Score: -36083016.000000 Penalty: 6316.954102
	Iteration 50Q: 3 clusters Score -3.608302e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 244305 members 
Entering Unmasked Estep 
Score: -36083444.000000 Penalty: 6316.954102
	Iteration 51Q: 3 clusters Score -3.608344e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 246360 members 
Entering Unmasked Estep 
Score: -36083928.000000 Penalty: 6316.954102
	Iteration 52Q: 3 clusters Score -3.608393e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 248463 members 
Entering Unmasked Estep 
Score: -36084468.000000 Penalty: 6316.954102
	Iteration 53Q: 3 clusters Score -3.608447e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 250586 members 
Entering Unmasked Estep 
Score: -36085140.000000 Penalty: 6316.954102
	Iteration 54Q: 3 clusters Score -3.608514e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 252727 members 
Entering Unmasked Estep 
Score: -36085560.000000 Penalty: 6316.954102
	Iteration 55Q: 3 clusters Score -3.608556e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 254808 members 
Entering Unmasked Estep 
Score: -36086028.000000 Penalty: 6316.954102
	Iteration 56Q: 3 clusters Score -3.608603e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 256882 members 
Entering Unmasked Estep 
Score: -36086504.000000 Penalty: 6316.954102
	Iteration 57Q: 3 clusters Score -3.60865e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 259112 members 
Entering Unmasked Estep 
Score: -36086988.000000 Penalty: 6316.954102
	Iteration 58Q: 3 clusters Score -3.608699e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 261422 members 
Entering Unmasked Estep 
Score: -36087664.000000 Penalty: 6316.954102
	Iteration 59Q: 3 clusters Score -3.608766e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 263824 members 
Entering Unmasked Estep 
Score: -36088280.000000 Penalty: 6316.954102
	Iteration 60F: 3 clusters Score -3.608828e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 266278 members 
Entering Unmasked Estep 
Score: -36089036.000000 Penalty: 6316.954102
	Iteration 61Q: 3 clusters Score -3.608904e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 268783 members 
Entering Unmasked Estep 
Score: -36089576.000000 Penalty: 6316.954102
	Iteration 62Q: 3 clusters Score -3.608958e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 271392 members 
Entering Unmasked Estep 
Score: -36090380.000000 Penalty: 6316.954102
	Iteration 63Q: 3 clusters Score -3.609038e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 274120 members 
Entering Unmasked Estep 
Score: -36091300.000000 Penalty: 6316.954102
	Iteration 64Q: 3 clusters Score -3.60913e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 277003 members 
Entering Unmasked Estep 
Score: -36092436.000000 Penalty: 6316.954102
	Iteration 65Q: 3 clusters Score -3.609244e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 280001 members 
Entering Unmasked Estep 
Score: -36093308.000000 Penalty: 6316.954102
	Iteration 66Q: 3 clusters Score -3.609331e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 283118 members 
Entering Unmasked Estep 
Score: -36094396.000000 Penalty: 6316.954102
	Iteration 67Q: 3 clusters Score -3.60944e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 286268 members 
Entering Unmasked Estep 
Score: -36095408.000000 Penalty: 6316.954102
	Iteration 68Q: 3 clusters Score -3.609541e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 289515 members 
Entering Unmasked Estep 
Score: -36096568.000000 Penalty: 6316.954102
	Iteration 69Q: 3 clusters Score -3.609657e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 292750 members 
Entering Unmasked Estep 
Score: -36097844.000000 Penalty: 6316.954102
	Iteration 70Q: 3 clusters Score -3.609784e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 296151 members 
Entering Unmasked Estep 
Score: -36099300.000000 Penalty: 6316.954102
	Iteration 71Q: 3 clusters Score -3.60993e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 299694 members 
Entering Unmasked Estep 
Score: -36100924.000000 Penalty: 6316.954102
	Iteration 72Q: 3 clusters Score -3.610092e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 303223 members 
Entering Unmasked Estep 
Score: -36102356.000000 Penalty: 6316.954102
	Iteration 73Q: 3 clusters Score -3.610236e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 306758 members 
Entering Unmasked Estep 
Score: -36104000.000000 Penalty: 6316.954102
	Iteration 74Q: 3 clusters Score -3.6104e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 310136 members 
Entering Unmasked Estep 
Score: -36105520.000000 Penalty: 6316.954102
	Iteration 75Q: 3 clusters Score -3.610552e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 313502 members 
Entering Unmasked Estep 
Score: -36107348.000000 Penalty: 6316.954102
	Iteration 76Q: 3 clusters Score -3.610735e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 316828 members 
Entering Unmasked Estep 
Score: -36109120.000000 Penalty: 6316.954102
	Iteration 77Q: 3 clusters Score -3.610912e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 320014 members 
Entering Unmasked Estep 
Score: -36111044.000000 Penalty: 6316.954102
	Iteration 78Q: 3 clusters Score -3.611104e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 323010 members 
Entering Unmasked Estep 
Score: -36112548.000000 Penalty: 6316.954102
	Iteration 79Q: 3 clusters Score -3.611255e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 325660 members 
Entering Unmasked Estep 
Score: -36113748.000000 Penalty: 6316.954102
	Iteration 80F: 3 clusters Score -3.611375e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 328037 members 
Entering Unmasked Estep 
Score: -36114852.000000 Penalty: 6316.954102
	Iteration 81Q: 3 clusters Score -3.611485e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 330174 members 
Entering Unmasked Estep 
Score: -36115772.000000 Penalty: 6316.954102
	Iteration 82Q: 3 clusters Score -3.611577e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 332016 members 
Entering Unmasked Estep 
Score: -36116672.000000 Penalty: 6316.954102
	Iteration 83Q: 3 clusters Score -3.611667e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 333563 members 
Entering Unmasked Estep 
Score: -36117368.000000 Penalty: 6316.954102
	Iteration 84Q: 3 clusters Score -3.611737e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 334763 members 
Entering Unmasked Estep 
Score: -36117972.000000 Penalty: 6316.954102
	Iteration 85Q: 3 clusters Score -3.611797e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 335722 members 
Entering Unmasked Estep 
Score: -36118356.000000 Penalty: 6316.954102
	Iteration 86Q: 3 clusters Score -3.611836e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 336463 members 
Entering Unmasked Estep 
Score: -36118720.000000 Penalty: 6316.954102
	Iteration 87Q: 3 clusters Score -3.611872e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 337028 members 
Entering Unmasked Estep 
Score: -36118976.000000 Penalty: 6316.954102
	Iteration 88Q: 3 clusters Score -3.611898e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 337437 members 
Entering Unmasked Estep 
Score: -36119264.000000 Penalty: 6316.954102
	Iteration 89Q: 3 clusters Score -3.611926e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 337714 members 
Entering Unmasked Estep 
Score: -36119356.000000 Penalty: 6316.954102
	Iteration 90Q: 3 clusters Score -3.611936e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 337929 members 
Entering Unmasked Estep 
Score: -36119456.000000 Penalty: 6316.954102
	Iteration 91Q: 3 clusters Score -3.611946e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 338117 members 
Entering Unmasked Estep 
Score: -36119616.000000 Penalty: 6316.954102
	Iteration 92Q: 3 clusters Score -3.611962e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 338238 members 
Entering Unmasked Estep 
Score: -36119660.000000 Penalty: 6316.954102
	Iteration 93Q: 3 clusters Score -3.611966e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 338326 members 
Entering Unmasked Estep 
Score: -36119752.000000 Penalty: 6316.954102
	Iteration 94Q: 3 clusters Score -3.611975e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 338401 members 
Entering Unmasked Estep 
Score: -36119768.000000 Penalty: 6316.954102
	Iteration 95Q: 3 clusters Score -3.611977e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 338465 members 
Entering Unmasked Estep 
Score: -36119836.000000 Penalty: 6316.954102
	Iteration 96Q: 3 clusters Score -3.611984e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 338523 members 
Entering Unmasked Estep 
Score: -36119848.000000 Penalty: 6316.954102
	Iteration 97Q: 3 clusters Score -3.611985e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 338567 members 
Entering Unmasked Estep 
Score: -36119872.000000 Penalty: 6316.954102
	Iteration 98Q: 3 clusters Score -3.611987e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 338603 members 
Entering Unmasked Estep 
Score: -36119960.000000 Penalty: 6316.954102
	Iteration 99Q: 3 clusters Score -3.611996e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 338642 members 
Entering Unmasked Estep 
Score: -36119960.000000 Penalty: 6316.954102
	Iteration 100F: 3 clusters Score -3.611996e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 338675 members 
Entering Unmasked Estep 
Score: -36120004.000000 Penalty: 6316.954102
	Iteration 101Q: 3 clusters Score -3.612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 338701 members 
Entering Unmasked Estep 
Score: -36120020.000000 Penalty: 6316.954102
	Iteration 102Q: 3 clusters Score -3.612002e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 338724 members 
Entering Unmasked Estep 
Score: -36120056.000000 Penalty: 6316.954102
	Iteration 103Q: 3 clusters Score -3.612006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 338741 members 
Entering Unmasked Estep 
Score: -36120104.000000 Penalty: 6316.954102
	Iteration 104Q: 3 clusters Score -3.61201e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 338751 members 
Entering Unmasked Estep 
Score: -36120172.000000 Penalty: 6316.954102
	Iteration 105Q: 3 clusters Score -3.612017e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 338765 members 
Entering Unmasked Estep 
Score: -36120184.000000 Penalty: 6316.954102
	Iteration 106Q: 3 clusters Score -3.612018e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 338758 members 
Entering Unmasked Estep 
Score: -36120224.000000 Penalty: 6316.954102
	Iteration 107Q: 3 clusters Score -3.612022e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 338760 members 
Entering Unmasked Estep 
Score: -36120292.000000 Penalty: 6316.954102
	Iteration 108Q: 3 clusters Score -3.612029e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 338769 members 
Entering Unmasked Estep 
Score: -36120368.000000 Penalty: 6316.954102
	Iteration 109Q: 3 clusters Score -3.612037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 338781 members 
Entering Unmasked Estep 
Score: -36120376.000000 Penalty: 6316.954102
	Iteration 110Q: 3 clusters Score -3.612038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 338771 members 
Entering Unmasked Estep 
Score: -36120432.000000 Penalty: 6316.954102
	Iteration 111Q: 3 clusters Score -3.612043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 338761 members 
Entering Unmasked Estep 
Score: -36120524.000000 Penalty: 6316.954102
	Iteration 112Q: 3 clusters Score -3.612052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 338757 members 
Entering Unmasked Estep 
Score: -36120568.000000 Penalty: 6316.954102
	Iteration 113Q: 3 clusters Score -3.612057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 338747 members 
Entering Unmasked Estep 
Score: -36120616.000000 Penalty: 6316.954102
	Iteration 114Q: 3 clusters Score -3.612062e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 338740 members 
Entering Unmasked Estep 
Score: -36120608.000000 Penalty: 6316.954102
	Iteration 115Q: 3 clusters Score -3.612061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 338739 members 
Entering Unmasked Estep 
Score: -36120600.000000 Penalty: 6316.954102
	Iteration 116Q: 3 clusters Score -3.61206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 338730 members 
Entering Unmasked Estep 
Score: -36120584.000000 Penalty: 6316.954102
	Iteration 117Q: 3 clusters Score -3.612058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 338715 members 
Entering Unmasked Estep 
Score: -36120668.000000 Penalty: 6316.954102
	Iteration 118Q: 3 clusters Score -3.612067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 338705 members 
Entering Unmasked Estep 
Score: -36120668.000000 Penalty: 6316.954102
	Iteration 119Q: 3 clusters Score -3.612067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 338704 members 
Entering Unmasked Estep 
Score: -36120760.000000 Penalty: 6316.954102
	Iteration 120F: 3 clusters Score -3.612076e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 338655 members 
Entering Unmasked Estep 
Score: -36120844.000000 Penalty: 6316.954102
	Iteration 121Q: 3 clusters Score -3.612084e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 338608 members 
Entering Unmasked Estep 
Score: -36120932.000000 Penalty: 6316.954102
	Iteration 122Q: 3 clusters Score -3.612093e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 338539 members 
Entering Unmasked Estep 
Score: -36121096.000000 Penalty: 6316.954102
	Iteration 123Q: 3 clusters Score -3.61211e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 338459 members 
Entering Unmasked Estep 
Score: -36121208.000000 Penalty: 6316.954102
	Iteration 124Q: 3 clusters Score -3.612121e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 338375 members 
Entering Unmasked Estep 
Score: -36121352.000000 Penalty: 6316.954102
	Iteration 125Q: 3 clusters Score -3.612135e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 338258 members 
Entering Unmasked Estep 
Score: -36121496.000000 Penalty: 6316.954102
	Iteration 126Q: 3 clusters Score -3.61215e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 338153 members 
Entering Unmasked Estep 
Score: -36121580.000000 Penalty: 6316.954102
	Iteration 127Q: 3 clusters Score -3.612158e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 338065 members 
Entering Unmasked Estep 
Score: -36121652.000000 Penalty: 6316.954102
	Iteration 128Q: 3 clusters Score -3.612165e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 337998 members 
Entering Unmasked Estep 
Score: -36121720.000000 Penalty: 6316.954102
	Iteration 129Q: 3 clusters Score -3.612172e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 337947 members 
Entering Unmasked Estep 
Score: -36121780.000000 Penalty: 6316.954102
	Iteration 130Q: 3 clusters Score -3.612178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 337909 members 
Entering Unmasked Estep 
Score: -36121760.000000 Penalty: 6316.954102
	Iteration 131Q: 3 clusters Score -3.612176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 337889 members 
Entering Unmasked Estep 
Score: -36121780.000000 Penalty: 6316.954102
	Iteration 132Q: 3 clusters Score -3.612178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 337874 members 
Entering Unmasked Estep 
Score: -36121796.000000 Penalty: 6316.954102
	Iteration 133Q: 3 clusters Score -3.61218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 337866 members 
Entering Unmasked Estep 
Score: -36121824.000000 Penalty: 6316.954102
	Iteration 134Q: 3 clusters Score -3.612182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 337860 members 
Entering Unmasked Estep 
Score: -36121824.000000 Penalty: 6316.954102
	Iteration 135Q: 3 clusters Score -3.612182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 337853 members 
Entering Unmasked Estep 
Score: -36121808.000000 Penalty: 6316.954102
	Iteration 136Q: 3 clusters Score -3.612181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 337851 members 
Entering Unmasked Estep 
Score: -36121788.000000 Penalty: 6316.954102
	Iteration 137Q: 3 clusters Score -3.612179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 337847 members 
Entering Unmasked Estep 
Score: -36121788.000000 Penalty: 6316.954102
	Iteration 138Q: 3 clusters Score -3.612179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 337846 members 
Entering Unmasked Estep 
Score: -36121788.000000 Penalty: 6316.954102
	Iteration 139Q: 3 clusters Score -3.612179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 337845 members 
Entering Unmasked Estep 
Score: -36121880.000000 Penalty: 6316.954102
	Iteration 140F: 3 clusters Score -3.612188e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 337735 members 
Entering Unmasked Estep 
Score: -36122012.000000 Penalty: 6316.954102
	Iteration 141Q: 3 clusters Score -3.612201e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 337596 members 
Entering Unmasked Estep 
Score: -36122108.000000 Penalty: 6316.954102
	Iteration 142Q: 3 clusters Score -3.612211e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 337486 members 
Entering Unmasked Estep 
Score: -36122156.000000 Penalty: 6316.954102
	Iteration 143Q: 3 clusters Score -3.612216e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 337371 members 
Entering Unmasked Estep 
Score: -36122224.000000 Penalty: 6316.954102
	Iteration 144Q: 3 clusters Score -3.612222e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 337263 members 
Entering Unmasked Estep 
Score: -36122292.000000 Penalty: 6316.954102
	Iteration 145Q: 3 clusters Score -3.612229e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 337162 members 
Entering Unmasked Estep 
Score: -36122400.000000 Penalty: 6316.954102
	Iteration 146Q: 3 clusters Score -3.61224e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 337083 members 
Entering Unmasked Estep 
Score: -36122500.000000 Penalty: 6316.954102
	Iteration 147Q: 3 clusters Score -3.61225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 337008 members 
Entering Unmasked Estep 
Score: -36122520.000000 Penalty: 6316.954102
	Iteration 148Q: 3 clusters Score -3.612252e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 336942 members 
Entering Unmasked Estep 
Score: -36122556.000000 Penalty: 6316.954102
	Iteration 149Q: 3 clusters Score -3.612256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 336896 members 
Entering Unmasked Estep 
Score: -36122600.000000 Penalty: 6316.954102
	Iteration 150Q: 3 clusters Score -3.61226e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 336856 members 
Entering Unmasked Estep 
Score: -36122600.000000 Penalty: 6316.954102
	Iteration 151Q: 3 clusters Score -3.61226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 336823 members 
Entering Unmasked Estep 
Score: -36122608.000000 Penalty: 6316.954102
	Iteration 152Q: 3 clusters Score -3.612261e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 336791 members 
Entering Unmasked Estep 
Score: -36122616.000000 Penalty: 6316.954102
	Iteration 153Q: 3 clusters Score -3.612262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 336761 members 
Entering Unmasked Estep 
Score: -36122620.000000 Penalty: 6316.954102
	Iteration 154Q: 3 clusters Score -3.612262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 336742 members 
Entering Unmasked Estep 
Score: -36122612.000000 Penalty: 6316.954102
	Iteration 155Q: 3 clusters Score -3.612261e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 336725 members 
Entering Unmasked Estep 
Score: -36122584.000000 Penalty: 6316.954102
	Iteration 156Q: 3 clusters Score -3.612258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 336705 members 
Entering Unmasked Estep 
Score: -36122624.000000 Penalty: 6316.954102
	Iteration 157Q: 3 clusters Score -3.612262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 336685 members 
Entering Unmasked Estep 
Score: -36122608.000000 Penalty: 6316.954102
	Iteration 158Q: 3 clusters Score -3.612261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 336671 members 
Entering Unmasked Estep 
Score: -36122620.000000 Penalty: 6316.954102
	Iteration 159Q: 3 clusters Score -3.612262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 336660 members 
Entering Unmasked Estep 
Score: -36122648.000000 Penalty: 6316.954102
	Iteration 160F: 3 clusters Score -3.612265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 336621 members 
Entering Unmasked Estep 
Score: -36122672.000000 Penalty: 6316.954102
	Iteration 161Q: 3 clusters Score -3.612267e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 336574 members 
Entering Unmasked Estep 
Score: -36122704.000000 Penalty: 6316.954102
	Iteration 162Q: 3 clusters Score -3.61227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 336531 members 
Entering Unmasked Estep 
Score: -36122720.000000 Penalty: 6316.954102
	Iteration 163Q: 3 clusters Score -3.612272e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 336492 members 
Entering Unmasked Estep 
Score: -36122708.000000 Penalty: 6316.954102
	Iteration 164Q: 3 clusters Score -3.612271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 336468 members 
Entering Unmasked Estep 
Score: -36122720.000000 Penalty: 6316.954102
	Iteration 165Q: 3 clusters Score -3.612272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 336440 members 
Entering Unmasked Estep 
Score: -36122772.000000 Penalty: 6316.954102
	Iteration 166Q: 3 clusters Score -3.612277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 336408 members 
Entering Unmasked Estep 
Score: -36122736.000000 Penalty: 6316.954102
	Iteration 167Q: 3 clusters Score -3.612274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 336374 members 
Entering Unmasked Estep 
Score: -36122756.000000 Penalty: 6316.954102
	Iteration 168Q: 3 clusters Score -3.612276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 336334 members 
Entering Unmasked Estep 
Score: -36122780.000000 Penalty: 6316.954102
	Iteration 169Q: 3 clusters Score -3.612278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 336307 members 
Entering Unmasked Estep 
Score: -36122764.000000 Penalty: 6316.954102
	Iteration 170Q: 3 clusters Score -3.612276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 336292 members 
Entering Unmasked Estep 
Score: -36122816.000000 Penalty: 6316.954102
	Iteration 171Q: 3 clusters Score -3.612282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 336280 members 
Entering Unmasked Estep 
Score: -36122796.000000 Penalty: 6316.954102
	Iteration 172Q: 3 clusters Score -3.61228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 336268 members 
Entering Unmasked Estep 
Score: -36122780.000000 Penalty: 6316.954102
	Iteration 173Q: 3 clusters Score -3.612278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 336261 members 
Entering Unmasked Estep 
Score: -36122808.000000 Penalty: 6316.954102
	Iteration 174Q: 3 clusters Score -3.612281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 336254 members 
Entering Unmasked Estep 
Score: -36122836.000000 Penalty: 6316.954102
	Iteration 175Q: 3 clusters Score -3.612284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 336246 members 
Entering Unmasked Estep 
Score: -36122840.000000 Penalty: 6316.954102
	Iteration 176Q: 3 clusters Score -3.612284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 336241 members 
Entering Unmasked Estep 
Score: -36122820.000000 Penalty: 6316.954102
	Iteration 177Q: 3 clusters Score -3.612282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 336235 members 
Entering Unmasked Estep 
Score: -36122836.000000 Penalty: 6316.954102
	Iteration 178Q: 3 clusters Score -3.612284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 336234 members 
Entering Unmasked Estep 
Score: -36122848.000000 Penalty: 6316.954102
	Iteration 179Q: 3 clusters Score -3.612285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 336228 members 
Entering Unmasked Estep 
Score: -36122872.000000 Penalty: 6316.954102
	Iteration 180F: 3 clusters Score -3.612287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 336221 members 
Entering Unmasked Estep 
Score: -36122812.000000 Penalty: 6316.954102
	Iteration 181Q: 3 clusters Score -3.612281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 336216 members 
Entering Unmasked Estep 
Score: -36122836.000000 Penalty: 6316.954102
	Iteration 182Q: 3 clusters Score -3.612284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 336213 members 
Entering Unmasked Estep 
Score: -36122832.000000 Penalty: 6316.954102
	Iteration 183Q: 3 clusters Score -3.612283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 336212 members 
Entering Unmasked Estep 
Score: -36122844.000000 Penalty: 6316.954102
	Iteration 184Q: 3 clusters Score -3.612284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 336210 members 
Entering Unmasked Estep 
Score: -36122868.000000 Penalty: 6316.954102
	Iteration 185Q: 3 clusters Score -3.612287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 336207 members 
Entering Unmasked Estep 
Score: -36122848.000000 Penalty: 6316.954102
	Iteration 186Q: 3 clusters Score -3.612285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 336201 members 
Entering Unmasked Estep 
Score: -36122848.000000 Penalty: 6316.954102
	Iteration 187Q: 3 clusters Score -3.612285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 336199 members 
Entering Unmasked Estep 
Score: -36122872.000000 Penalty: 6316.954102
	Iteration 188Q: 3 clusters Score -3.612287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 336193 members 
Entering Unmasked Estep 
Score: -36122848.000000 Penalty: 6316.954102
	Iteration 189Q: 3 clusters Score -3.612285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 336191 members 
Entering Unmasked Estep 
Score: -36122848.000000 Penalty: 6316.954102
	Iteration 190Q: 3 clusters Score -3.612285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 336188 members 
Entering Unmasked Estep 
Score: -36122852.000000 Penalty: 6316.954102
	Iteration 191Q: 3 clusters Score -3.612285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 336186 members 
Entering Unmasked Estep 
Score: -36122840.000000 Penalty: 6316.954102
	Iteration 192Q: 3 clusters Score -3.612284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 336183 members 
Entering Unmasked Estep 
Score: -36122844.000000 Penalty: 6316.954102
	Iteration 193Q: 3 clusters Score -3.612284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 336180 members 
Entering Unmasked Estep 
Score: -36122880.000000 Penalty: 6316.954102
	Iteration 194Q: 3 clusters Score -3.612288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 336177 members 
Entering Unmasked Estep 
Score: -36122864.000000 Penalty: 6316.954102
	Iteration 195Q: 3 clusters Score -3.612286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 336177 members 
Entering Unmasked Estep 
Score: -36122864.000000 Penalty: 6316.954102
	Iteration 196F: 3 clusters Score -3.612286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208344 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31326 members 
Mstep: Class 8 contains 28489 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 47000 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 98149 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10990 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 228633 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 21 contains 73480 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 338937 members 
Mstep: Class 24 contains 599 members 
Mstep: Class 25 contains 520 members 
Mstep: Class 26 contains 336177 members 
Entering Unmasked Estep 
Score: -158372656.000000 Penalty: 91801.890625
Splitting cluster 18 changes total score from -158371728.000000 to -158372656.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (228633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228633 members 
Entering Unmasked Estep 
Score: -24342582.000000 Penalty: 3060.288574
	Iteration 0F: 2 clusters Score -2.434258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -24192070.000000 Penalty: 6120.577148
	Iteration 0F: 3 clusters Score -2.419207e+07 nChanged 110117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -24257182.000000 Penalty: 6120.577148
	Iteration 1F: 3 clusters Score -2.425718e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -24259588.000000 Penalty: 6120.577148
	Iteration 2Q: 3 clusters Score -2.425959e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 126086 members 
Entering Unmasked Estep 
Score: -24263888.000000 Penalty: 6120.577148
	Iteration 3Q: 3 clusters Score -2.426389e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -24270792.000000 Penalty: 6120.577148
	Iteration 4F: 3 clusters Score -2.427079e+07 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -24281362.000000 Penalty: 6120.577148
	Iteration 5F: 3 clusters Score -2.428136e+07 nChanged 18249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -24297008.000000 Penalty: 6120.577148
	Iteration 6F: 3 clusters Score -2.429701e+07 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 168477 members 
Entering Unmasked Estep 
Score: -24313074.000000 Penalty: 6120.577148
	Iteration 7F: 3 clusters Score -2.431307e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -24325128.000000 Penalty: 6120.577148
	Iteration 8F: 3 clusters Score -2.432513e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -24330956.000000 Penalty: 6120.577148
	Iteration 9Q: 3 clusters Score -2.433096e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 186826 members 
Entering Unmasked Estep 
Score: -24333758.000000 Penalty: 6120.577148
	Iteration 10Q: 3 clusters Score -2.433376e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 190106 members 
Entering Unmasked Estep 
Score: -24335258.000000 Penalty: 6120.577148
	Iteration 11Q: 3 clusters Score -2.433526e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -24336232.000000 Penalty: 6120.577148
	Iteration 12Q: 3 clusters Score -2.433623e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -24337250.000000 Penalty: 6120.577148
	Iteration 13Q: 3 clusters Score -2.433725e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 197826 members 
Entering Unmasked Estep 
Score: -24337950.000000 Penalty: 6120.577148
	Iteration 14Q: 3 clusters Score -2.433795e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 199829 members 
Entering Unmasked Estep 
Score: -24338684.000000 Penalty: 6120.577148
	Iteration 15Q: 3 clusters Score -2.433868e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 201599 members 
Entering Unmasked Estep 
Score: -24338930.000000 Penalty: 6120.577148
	Iteration 16Q: 3 clusters Score -2.433893e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 203220 members 
Entering Unmasked Estep 
Score: -24339288.000000 Penalty: 6120.577148
	Iteration 17Q: 3 clusters Score -2.433929e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 204706 members 
Entering Unmasked Estep 
Score: -24339570.000000 Penalty: 6120.577148
	Iteration 18Q: 3 clusters Score -2.433957e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 206077 members 
Entering Unmasked Estep 
Score: -24339862.000000 Penalty: 6120.577148
	Iteration 19Q: 3 clusters Score -2.433986e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 207342 members 
Entering Unmasked Estep 
Score: -24340146.000000 Penalty: 6120.577148
	Iteration 20F: 3 clusters Score -2.434015e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 208505 members 
Entering Unmasked Estep 
Score: -24340392.000000 Penalty: 6120.577148
	Iteration 21Q: 3 clusters Score -2.434039e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 209599 members 
Entering Unmasked Estep 
Score: -24340556.000000 Penalty: 6120.577148
	Iteration 22Q: 3 clusters Score -2.434056e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 210599 members 
Entering Unmasked Estep 
Score: -24340590.000000 Penalty: 6120.577148
	Iteration 23Q: 3 clusters Score -2.434059e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 211513 members 
Entering Unmasked Estep 
Score: -24340732.000000 Penalty: 6120.577148
	Iteration 24Q: 3 clusters Score -2.434073e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 212355 members 
Entering Unmasked Estep 
Score: -24340810.000000 Penalty: 6120.577148
	Iteration 25Q: 3 clusters Score -2.434081e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 213128 members 
Entering Unmasked Estep 
Score: -24340988.000000 Penalty: 6120.577148
	Iteration 26Q: 3 clusters Score -2.434099e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 213871 members 
Entering Unmasked Estep 
Score: -24341222.000000 Penalty: 6120.577148
	Iteration 27Q: 3 clusters Score -2.434122e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 214571 members 
Entering Unmasked Estep 
Score: -24341380.000000 Penalty: 6120.577148
	Iteration 28Q: 3 clusters Score -2.434138e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 215187 members 
Entering Unmasked Estep 
Score: -24341472.000000 Penalty: 6120.577148
	Iteration 29Q: 3 clusters Score -2.434147e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 215730 members 
Entering Unmasked Estep 
Score: -24341522.000000 Penalty: 6120.577148
	Iteration 30Q: 3 clusters Score -2.434152e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 216223 members 
Entering Unmasked Estep 
Score: -24341606.000000 Penalty: 6120.577148
	Iteration 31Q: 3 clusters Score -2.434161e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 216688 members 
Entering Unmasked Estep 
Score: -24341692.000000 Penalty: 6120.577148
	Iteration 32Q: 3 clusters Score -2.434169e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 217118 members 
Entering Unmasked Estep 
Score: -24341644.000000 Penalty: 6120.577148
	Iteration 33Q: 3 clusters Score -2.434164e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 217520 members 
Entering Unmasked Estep 
Score: -24341724.000000 Penalty: 6120.577148
	Iteration 34Q: 3 clusters Score -2.434172e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 217898 members 
Entering Unmasked Estep 
Score: -24341736.000000 Penalty: 6120.577148
	Iteration 35Q: 3 clusters Score -2.434174e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 218254 members 
Entering Unmasked Estep 
Score: -24341816.000000 Penalty: 6120.577148
	Iteration 36Q: 3 clusters Score -2.434182e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 218586 members 
Entering Unmasked Estep 
Score: -24341882.000000 Penalty: 6120.577148
	Iteration 37Q: 3 clusters Score -2.434188e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 218903 members 
Entering Unmasked Estep 
Score: -24341898.000000 Penalty: 6120.577148
	Iteration 38Q: 3 clusters Score -2.43419e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 219197 members 
Entering Unmasked Estep 
Score: -24341992.000000 Penalty: 6120.577148
	Iteration 39Q: 3 clusters Score -2.434199e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 219464 members 
Entering Unmasked Estep 
Score: -24341996.000000 Penalty: 6120.577148
	Iteration 40F: 3 clusters Score -2.4342e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 219711 members 
Entering Unmasked Estep 
Score: -24342094.000000 Penalty: 6120.577148
	Iteration 41Q: 3 clusters Score -2.434209e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 219942 members 
Entering Unmasked Estep 
Score: -24342160.000000 Penalty: 6120.577148
	Iteration 42Q: 3 clusters Score -2.434216e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 220152 members 
Entering Unmasked Estep 
Score: -24342156.000000 Penalty: 6120.577148
	Iteration 43Q: 3 clusters Score -2.434216e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 220350 members 
Entering Unmasked Estep 
Score: -24342134.000000 Penalty: 6120.577148
	Iteration 44Q: 3 clusters Score -2.434213e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 220517 members 
Entering Unmasked Estep 
Score: -24342116.000000 Penalty: 6120.577148
	Iteration 45Q: 3 clusters Score -2.434212e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 220658 members 
Entering Unmasked Estep 
Score: -24342160.000000 Penalty: 6120.577148
	Iteration 46Q: 3 clusters Score -2.434216e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 220777 members 
Entering Unmasked Estep 
Score: -24342156.000000 Penalty: 6120.577148
	Iteration 47Q: 3 clusters Score -2.434216e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 220895 members 
Entering Unmasked Estep 
Score: -24342190.000000 Penalty: 6120.577148
	Iteration 48Q: 3 clusters Score -2.434219e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 221012 members 
Entering Unmasked Estep 
Score: -24342236.000000 Penalty: 6120.577148
	Iteration 49Q: 3 clusters Score -2.434224e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -24342202.000000 Penalty: 6120.577148
	Iteration 50Q: 3 clusters Score -2.43422e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 221207 members 
Entering Unmasked Estep 
Score: -24342234.000000 Penalty: 6120.577148
	Iteration 51Q: 3 clusters Score -2.434223e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 221299 members 
Entering Unmasked Estep 
Score: -24342242.000000 Penalty: 6120.577148
	Iteration 52Q: 3 clusters Score -2.434224e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 221395 members 
Entering Unmasked Estep 
Score: -24342280.000000 Penalty: 6120.577148
	Iteration 53Q: 3 clusters Score -2.434228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 221481 members 
Entering Unmasked Estep 
Score: -24342248.000000 Penalty: 6120.577148
	Iteration 54Q: 3 clusters Score -2.434225e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 221561 members 
Entering Unmasked Estep 
Score: -24342234.000000 Penalty: 6120.577148
	Iteration 55Q: 3 clusters Score -2.434223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 221619 members 
Entering Unmasked Estep 
Score: -24342230.000000 Penalty: 6120.577148
	Iteration 56Q: 3 clusters Score -2.434223e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 221673 members 
Entering Unmasked Estep 
Score: -24342230.000000 Penalty: 6120.577148
	Iteration 57Q: 3 clusters Score -2.434223e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 221728 members 
Entering Unmasked Estep 
Score: -24342194.000000 Penalty: 6120.577148
	Iteration 58Q: 3 clusters Score -2.434219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 221780 members 
Entering Unmasked Estep 
Score: -24342214.000000 Penalty: 6120.577148
	Iteration 59Q: 3 clusters Score -2.434221e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 221843 members 
Entering Unmasked Estep 
Score: -24342218.000000 Penalty: 6120.577148
	Iteration 60F: 3 clusters Score -2.434222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 221896 members 
Entering Unmasked Estep 
Score: -24342238.000000 Penalty: 6120.577148
	Iteration 61Q: 3 clusters Score -2.434224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 221932 members 
Entering Unmasked Estep 
Score: -24342224.000000 Penalty: 6120.577148
	Iteration 62Q: 3 clusters Score -2.434222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 221968 members 
Entering Unmasked Estep 
Score: -24342230.000000 Penalty: 6120.577148
	Iteration 63Q: 3 clusters Score -2.434223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 221999 members 
Entering Unmasked Estep 
Score: -24342232.000000 Penalty: 6120.577148
	Iteration 64Q: 3 clusters Score -2.434223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -24342220.000000 Penalty: 6120.577148
	Iteration 65Q: 3 clusters Score -2.434222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 222059 members 
Entering Unmasked Estep 
Score: -24342240.000000 Penalty: 6120.577148
	Iteration 66Q: 3 clusters Score -2.434224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 222082 members 
Entering Unmasked Estep 
Score: -24342232.000000 Penalty: 6120.577148
	Iteration 67Q: 3 clusters Score -2.434223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 222110 members 
Entering Unmasked Estep 
Score: -24342244.000000 Penalty: 6120.577148
	Iteration 68Q: 3 clusters Score -2.434224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 222138 members 
Entering Unmasked Estep 
Score: -24342244.000000 Penalty: 6120.577148
	Iteration 69Q: 3 clusters Score -2.434224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 222174 members 
Entering Unmasked Estep 
Score: -24342230.000000 Penalty: 6120.577148
	Iteration 70Q: 3 clusters Score -2.434223e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 222211 members 
Entering Unmasked Estep 
Score: -24342256.000000 Penalty: 6120.577148
	Iteration 71Q: 3 clusters Score -2.434226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 222242 members 
Entering Unmasked Estep 
Score: -24342216.000000 Penalty: 6120.577148
	Iteration 72Q: 3 clusters Score -2.434222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 222276 members 
Entering Unmasked Estep 
Score: -24342254.000000 Penalty: 6120.577148
	Iteration 73Q: 3 clusters Score -2.434225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 222300 members 
Entering Unmasked Estep 
Score: -24342274.000000 Penalty: 6120.577148
	Iteration 74Q: 3 clusters Score -2.434227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 222321 members 
Entering Unmasked Estep 
Score: -24342302.000000 Penalty: 6120.577148
	Iteration 75Q: 3 clusters Score -2.43423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 222335 members 
Entering Unmasked Estep 
Score: -24342306.000000 Penalty: 6120.577148
	Iteration 76Q: 3 clusters Score -2.434231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 222350 members 
Entering Unmasked Estep 
Score: -24342316.000000 Penalty: 6120.577148
	Iteration 77Q: 3 clusters Score -2.434232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 222356 members 
Entering Unmasked Estep 
Score: -24342310.000000 Penalty: 6120.577148
	Iteration 78Q: 3 clusters Score -2.434231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 222362 members 
Entering Unmasked Estep 
Score: -24342302.000000 Penalty: 6120.577148
	Iteration 79Q: 3 clusters Score -2.43423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 222369 members 
Entering Unmasked Estep 
Score: -24342298.000000 Penalty: 6120.577148
	Iteration 80F: 3 clusters Score -2.43423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 222372 members 
Entering Unmasked Estep 
Score: -24342302.000000 Penalty: 6120.577148
	Iteration 81Q: 3 clusters Score -2.43423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 222382 members 
Entering Unmasked Estep 
Score: -24342310.000000 Penalty: 6120.577148
	Iteration 82Q: 3 clusters Score -2.434231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 222389 members 
Entering Unmasked Estep 
Score: -24342312.000000 Penalty: 6120.577148
	Iteration 83Q: 3 clusters Score -2.434231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 222399 members 
Entering Unmasked Estep 
Score: -24342298.000000 Penalty: 6120.577148
	Iteration 84Q: 3 clusters Score -2.43423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 222409 members 
Entering Unmasked Estep 
Score: -24342320.000000 Penalty: 6120.577148
	Iteration 85Q: 3 clusters Score -2.434232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 222422 members 
Entering Unmasked Estep 
Score: -24342310.000000 Penalty: 6120.577148
	Iteration 86Q: 3 clusters Score -2.434231e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 222439 members 
Entering Unmasked Estep 
Score: -24342348.000000 Penalty: 6120.577148
	Iteration 87Q: 3 clusters Score -2.434235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 222455 members 
Entering Unmasked Estep 
Score: -24342352.000000 Penalty: 6120.577148
	Iteration 88Q: 3 clusters Score -2.434235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 222470 members 
Entering Unmasked Estep 
Score: -24342362.000000 Penalty: 6120.577148
	Iteration 89Q: 3 clusters Score -2.434236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 222484 members 
Entering Unmasked Estep 
Score: -24342360.000000 Penalty: 6120.577148
	Iteration 90Q: 3 clusters Score -2.434236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 222499 members 
Entering Unmasked Estep 
Score: -24342368.000000 Penalty: 6120.577148
	Iteration 91Q: 3 clusters Score -2.434237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 222513 members 
Entering Unmasked Estep 
Score: -24342344.000000 Penalty: 6120.577148
	Iteration 92Q: 3 clusters Score -2.434234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 222530 members 
Entering Unmasked Estep 
Score: -24342350.000000 Penalty: 6120.577148
	Iteration 93Q: 3 clusters Score -2.434235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 222545 members 
Entering Unmasked Estep 
Score: -24342362.000000 Penalty: 6120.577148
	Iteration 94Q: 3 clusters Score -2.434236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 222562 members 
Entering Unmasked Estep 
Score: -24342354.000000 Penalty: 6120.577148
	Iteration 95Q: 3 clusters Score -2.434235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 222577 members 
Entering Unmasked Estep 
Score: -24342352.000000 Penalty: 6120.577148
	Iteration 96Q: 3 clusters Score -2.434235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 222586 members 
Entering Unmasked Estep 
Score: -24342356.000000 Penalty: 6120.577148
	Iteration 97Q: 3 clusters Score -2.434236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 222590 members 
Entering Unmasked Estep 
Score: -24342358.000000 Penalty: 6120.577148
	Iteration 98Q: 3 clusters Score -2.434236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 222589 members 
Entering Unmasked Estep 
Score: -24342376.000000 Penalty: 6120.577148
	Iteration 99Q: 3 clusters Score -2.434238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 222591 members 
Entering Unmasked Estep 
Score: -24342360.000000 Penalty: 6120.577148
	Iteration 100F: 3 clusters Score -2.434236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 222593 members 
Entering Unmasked Estep 
Score: -24342358.000000 Penalty: 6120.577148
	Iteration 101Q: 3 clusters Score -2.434236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 222596 members 
Entering Unmasked Estep 
Score: -24342362.000000 Penalty: 6120.577148
	Iteration 102Q: 3 clusters Score -2.434236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 222599 members 
Entering Unmasked Estep 
Score: -24342362.000000 Penalty: 6120.577148
	Iteration 103Q: 3 clusters Score -2.434236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 222601 members 
Entering Unmasked Estep 
Score: -24342380.000000 Penalty: 6120.577148
	Iteration 104Q: 3 clusters Score -2.434238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 222606 members 
Entering Unmasked Estep 
Score: -24342376.000000 Penalty: 6120.577148
	Iteration 105Q: 3 clusters Score -2.434238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 222616 members 
Entering Unmasked Estep 
Score: -24342374.000000 Penalty: 6120.577148
	Iteration 106Q: 3 clusters Score -2.434237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -24342370.000000 Penalty: 6120.577148
	Iteration 107Q: 3 clusters Score -2.434237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 222644 members 
Entering Unmasked Estep 
Score: -24342384.000000 Penalty: 6120.577148
	Iteration 108Q: 3 clusters Score -2.434238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 222648 members 
Entering Unmasked Estep 
Score: -24342386.000000 Penalty: 6120.577148
	Iteration 109Q: 3 clusters Score -2.434239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 222657 members 
Entering Unmasked Estep 
Score: -24342368.000000 Penalty: 6120.577148
	Iteration 110Q: 3 clusters Score -2.434237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 222670 members 
Entering Unmasked Estep 
Score: -24342360.000000 Penalty: 6120.577148
	Iteration 111Q: 3 clusters Score -2.434236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 222684 members 
Entering Unmasked Estep 
Score: -24342384.000000 Penalty: 6120.577148
	Iteration 112Q: 3 clusters Score -2.434238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 222697 members 
Entering Unmasked Estep 
Score: -24342392.000000 Penalty: 6120.577148
	Iteration 113Q: 3 clusters Score -2.434239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 222705 members 
Entering Unmasked Estep 
Score: -24342370.000000 Penalty: 6120.577148
	Iteration 114Q: 3 clusters Score -2.434237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 222717 members 
Entering Unmasked Estep 
Score: -24342394.000000 Penalty: 6120.577148
	Iteration 115Q: 3 clusters Score -2.434239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 222730 members 
Entering Unmasked Estep 
Score: -24342384.000000 Penalty: 6120.577148
	Iteration 116Q: 3 clusters Score -2.434238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 222742 members 
Entering Unmasked Estep 
Score: -24342368.000000 Penalty: 6120.577148
	Iteration 117Q: 3 clusters Score -2.434237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 222748 members 
Entering Unmasked Estep 
Score: -24342364.000000 Penalty: 6120.577148
	Iteration 118Q: 3 clusters Score -2.434236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 222753 members 
Entering Unmasked Estep 
Score: -24342368.000000 Penalty: 6120.577148
	Iteration 119Q: 3 clusters Score -2.434237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 222755 members 
Entering Unmasked Estep 
Score: -24342354.000000 Penalty: 6120.577148
	Iteration 120F: 3 clusters Score -2.434235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 222756 members 
Entering Unmasked Estep 
Score: -24342362.000000 Penalty: 6120.577148
	Iteration 121Q: 3 clusters Score -2.434236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 222756 members 
Entering Unmasked Estep 
Score: -24342362.000000 Penalty: 6120.577148
	Iteration 122F: 3 clusters Score -2.434236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Entering Unmasked Estep 
Score: -1568576.125000 Penalty: 2381.474609
	Iteration 0F: 2 clusters Score -1568576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1557835.875000 Penalty: 4762.949219
	Iteration 0F: 3 clusters Score -1557836 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1561196.875000 Penalty: 4762.949219
	Iteration 1F: 3 clusters Score -1561197 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1561570.125000 Penalty: 4762.949219
	Iteration 2F: 3 clusters Score -1561570 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1561911.625000 Penalty: 4762.949219
	Iteration 3F: 3 clusters Score -1561912 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1562253.375000 Penalty: 4762.949219
	Iteration 4Q: 3 clusters Score -1562253 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1562641.500000 Penalty: 4762.949219
	Iteration 5Q: 3 clusters Score -1562642 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1563148.000000 Penalty: 4762.949219
	Iteration 6F: 3 clusters Score -1563148 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1563741.250000 Penalty: 4762.949219
	Iteration 7F: 3 clusters Score -1563741 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1564384.875000 Penalty: 4762.949219
	Iteration 8F: 3 clusters Score -1564385 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1565038.125000 Penalty: 4762.949219
	Iteration 9F: 3 clusters Score -1565038 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1565531.875000 Penalty: 4762.949219
	Iteration 10Q: 3 clusters Score -1565532 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1565883.875000 Penalty: 4762.949219
	Iteration 11Q: 3 clusters Score -1565884 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1566122.875000 Penalty: 4762.949219
	Iteration 12Q: 3 clusters Score -1566123 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1566256.625000 Penalty: 4762.949219
	Iteration 13Q: 3 clusters Score -1566257 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1566381.875000 Penalty: 4762.949219
	Iteration 14Q: 3 clusters Score -1566382 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1566484.875000 Penalty: 4762.949219
	Iteration 15Q: 3 clusters Score -1566485 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1566551.375000 Penalty: 4762.949219
	Iteration 16Q: 3 clusters Score -1566551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1566597.125000 Penalty: 4762.949219
	Iteration 17Q: 3 clusters Score -1566597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1566642.000000 Penalty: 4762.949219
	Iteration 18Q: 3 clusters Score -1566642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1566668.625000 Penalty: 4762.949219
	Iteration 19Q: 3 clusters Score -1566669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1566693.250000 Penalty: 4762.949219
	Iteration 20F: 3 clusters Score -1566693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1566716.375000 Penalty: 4762.949219
	Iteration 21Q: 3 clusters Score -1566716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1566734.750000 Penalty: 4762.949219
	Iteration 22Q: 3 clusters Score -1566735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1566748.125000 Penalty: 4762.949219
	Iteration 23Q: 3 clusters Score -1566748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1566759.500000 Penalty: 4762.949219
	Iteration 24Q: 3 clusters Score -1566760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1566771.375000 Penalty: 4762.949219
	Iteration 25Q: 3 clusters Score -1566771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1566789.750000 Penalty: 4762.949219
	Iteration 26Q: 3 clusters Score -1566790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1566798.000000 Penalty: 4762.949219
	Iteration 27Q: 3 clusters Score -1566798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1566811.250000 Penalty: 4762.949219
	Iteration 28Q: 3 clusters Score -1566811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1566819.750000 Penalty: 4762.949219
	Iteration 29Q: 3 clusters Score -1566820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1566820.125000 Penalty: 4762.949219
	Iteration 30Q: 3 clusters Score -1566820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1566827.750000 Penalty: 4762.949219
	Iteration 31Q: 3 clusters Score -1566828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1566831.625000 Penalty: 4762.949219
	Iteration 32Q: 3 clusters Score -1566832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1566829.375000 Penalty: 4762.949219
	Iteration 33Q: 3 clusters Score -1566829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1566831.625000 Penalty: 4762.949219
	Iteration 34Q: 3 clusters Score -1566832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1566836.875000 Penalty: 4762.949219
	Iteration 35Q: 3 clusters Score -1566837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1566837.250000 Penalty: 4762.949219
	Iteration 36Q: 3 clusters Score -1566837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1566839.625000 Penalty: 4762.949219
	Iteration 37Q: 3 clusters Score -1566840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1566840.125000 Penalty: 4762.949219
	Iteration 38Q: 3 clusters Score -1566840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1566840.750000 Penalty: 4762.949219
	Iteration 39Q: 3 clusters Score -1566841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1566842.500000 Penalty: 4762.949219
	Iteration 40F: 3 clusters Score -1566842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1566847.375000 Penalty: 4762.949219
	Iteration 41Q: 3 clusters Score -1566847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1566845.500000 Penalty: 4762.949219
	Iteration 42Q: 3 clusters Score -1566846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1566849.500000 Penalty: 4762.949219
	Iteration 43Q: 3 clusters Score -1566850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1566849.500000 Penalty: 4762.949219
	Iteration 44Q: 3 clusters Score -1566850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1566849.625000 Penalty: 4762.949219
	Iteration 45Q: 3 clusters Score -1566850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1566848.625000 Penalty: 4762.949219
	Iteration 46Q: 3 clusters Score -1566849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1566853.375000 Penalty: 4762.949219
	Iteration 47Q: 3 clusters Score -1566853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1566855.250000 Penalty: 4762.949219
	Iteration 48Q: 3 clusters Score -1566855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1566855.250000 Penalty: 4762.949219
	Iteration 49F: 3 clusters Score -1566855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Entering Unmasked Estep 
Score: -7546224.000000 Penalty: 2778.782471
	Iteration 0F: 2 clusters Score -7546224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -7496916.000000 Penalty: 5557.564941
	Iteration 0F: 3 clusters Score -7496916 nChanged 34473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7516284.500000 Penalty: 5557.564941
	Iteration 1F: 3 clusters Score -7516284 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7516929.500000 Penalty: 5557.564941
	Iteration 2Q: 3 clusters Score -7516930 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7517648.000000 Penalty: 5557.564941
	Iteration 3Q: 3 clusters Score -7517648 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -7518560.500000 Penalty: 5557.564941
	Iteration 4Q: 3 clusters Score -7518560 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -7520017.000000 Penalty: 5557.564941
	Iteration 5Q: 3 clusters Score -7520017 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -7522227.000000 Penalty: 5557.564941
	Iteration 6F: 3 clusters Score -7522227 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -7525337.000000 Penalty: 5557.564941
	Iteration 7F: 3 clusters Score -7525337 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7528942.500000 Penalty: 5557.564941
	Iteration 8F: 3 clusters Score -7528942 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -7532460.500000 Penalty: 5557.564941
	Iteration 9F: 3 clusters Score -7532460 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -7535691.500000 Penalty: 5557.564941
	Iteration 10F: 3 clusters Score -7535692 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -7538238.000000 Penalty: 5557.564941
	Iteration 11Q: 3 clusters Score -7538238 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -7540227.000000 Penalty: 5557.564941
	Iteration 12Q: 3 clusters Score -7540227 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -7541697.500000 Penalty: 5557.564941
	Iteration 13Q: 3 clusters Score -7541698 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -7542701.000000 Penalty: 5557.564941
	Iteration 14Q: 3 clusters Score -7542701 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -7543296.500000 Penalty: 5557.564941
	Iteration 15Q: 3 clusters Score -7543296 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -7543578.500000 Penalty: 5557.564941
	Iteration 16Q: 3 clusters Score -7543578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -7543700.500000 Penalty: 5557.564941
	Iteration 17Q: 3 clusters Score -7543700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -7543779.000000 Penalty: 5557.564941
	Iteration 18Q: 3 clusters Score -7543779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -7543820.500000 Penalty: 5557.564941
	Iteration 19Q: 3 clusters Score -7543820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -7543856.000000 Penalty: 5557.564941
	Iteration 20F: 3 clusters Score -7543856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -7543889.500000 Penalty: 5557.564941
	Iteration 21Q: 3 clusters Score -7543890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -7543919.500000 Penalty: 5557.564941
	Iteration 22Q: 3 clusters Score -7543920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -7543935.500000 Penalty: 5557.564941
	Iteration 23Q: 3 clusters Score -7543936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -7543937.500000 Penalty: 5557.564941
	Iteration 24Q: 3 clusters Score -7543938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -7543929.000000 Penalty: 5557.564941
	Iteration 25Q: 3 clusters Score -7543929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -7543931.000000 Penalty: 5557.564941
	Iteration 26Q: 3 clusters Score -7543931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -7543932.500000 Penalty: 5557.564941
	Iteration 27Q: 3 clusters Score -7543932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -7543938.000000 Penalty: 5557.564941
	Iteration 28Q: 3 clusters Score -7543938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -7543939.500000 Penalty: 5557.564941
	Iteration 29Q: 3 clusters Score -7543940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -7543939.500000 Penalty: 5557.564941
	Iteration 30F: 3 clusters Score -7543940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -209960.468750 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -209960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -207281.765625 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -207281.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -207761.812500 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -207761.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -207916.953125 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -207917 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -208028.609375 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -208028.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -208124.718750 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -208124.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -208194.765625 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -208194.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -208251.781250 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -208251.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -208308.921875 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -208308.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -208347.562500 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -208347.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -208378.750000 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -208378.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -208396.625000 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -208396.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -208409.953125 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -208410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -208420.656250 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -208420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -208425.796875 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -208425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -208434.031250 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -208434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -208442.500000 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -208442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -208452.281250 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -208452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -208460.875000 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -208460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208464.968750 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -208465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208467.281250 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -208467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -208469.390625 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -208469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208472.250000 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -208472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208474.218750 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -208474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -208475.890625 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -208475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -208477.937500 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -208477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208478.843750 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -208478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208478.968750 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -208479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208480.562500 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -208480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208482.718750 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -208482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208483.187500 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -208483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208483.953125 Penalty: 3797.308594
	Iteration 30Q: 3 clusters Score -208484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -208484.578125 Penalty: 3797.308594
	Iteration 31Q: 3 clusters Score -208484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208485.296875 Penalty: 3797.308594
	Iteration 32Q: 3 clusters Score -208485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208485.296875 Penalty: 3797.308594
	Iteration 33F: 3 clusters Score -208485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (338937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338937 members 
Entering Unmasked Estep 
Score: -35888144.000000 Penalty: 3157.925049
	Iteration 0F: 2 clusters Score -3.588814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169312 members 
Mstep: Class 2 contains 169625 members 
Entering Unmasked Estep 
Score: -35666140.000000 Penalty: 6315.850098
	Iteration 0F: 3 clusters Score -3.566614e+07 nChanged 164483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 174554 members 
Entering Unmasked Estep 
Score: -35762772.000000 Penalty: 6315.850098
	Iteration 1F: 3 clusters Score -3.576277e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161348 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -35764108.000000 Penalty: 6315.850098
	Iteration 2Q: 3 clusters Score -3.576411e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 182389 members 
Entering Unmasked Estep 
Score: -35765872.000000 Penalty: 6315.850098
	Iteration 3Q: 3 clusters Score -3.576587e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149097 members 
Mstep: Class 2 contains 189840 members 
Entering Unmasked Estep 
Score: -35768716.000000 Penalty: 6315.850098
	Iteration 4Q: 3 clusters Score -3.576872e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -35773276.000000 Penalty: 6315.850098
	Iteration 5Q: 3 clusters Score -3.577328e+07 nChanged 17745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 217618 members 
Entering Unmasked Estep 
Score: -35781952.000000 Penalty: 6315.850098
	Iteration 6F: 3 clusters Score -3.578195e+07 nChanged 22905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 239949 members 
Entering Unmasked Estep 
Score: -35797580.000000 Penalty: 6315.850098
	Iteration 7F: 3 clusters Score -3.579758e+07 nChanged 26836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 266585 members 
Entering Unmasked Estep 
Score: -35819816.000000 Penalty: 6315.850098
	Iteration 8F: 3 clusters Score -3.581982e+07 nChanged 26060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 292605 members 
Entering Unmasked Estep 
Score: -35844388.000000 Penalty: 6315.850098
	Iteration 9F: 3 clusters Score -3.584439e+07 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 312372 members 
Entering Unmasked Estep 
Score: -35863520.000000 Penalty: 6315.850098
	Iteration 10F: 3 clusters Score -3.586352e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 324575 members 
Entering Unmasked Estep 
Score: -35874968.000000 Penalty: 6315.850098
	Iteration 11Q: 3 clusters Score -3.587497e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 331284 members 
Entering Unmasked Estep 
Score: -35880248.000000 Penalty: 6315.850098
	Iteration 12Q: 3 clusters Score -3.588025e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 334779 members 
Entering Unmasked Estep 
Score: -35882688.000000 Penalty: 6315.850098
	Iteration 13Q: 3 clusters Score -3.588269e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 336634 members 
Entering Unmasked Estep 
Score: -35883888.000000 Penalty: 6315.850098
	Iteration 14Q: 3 clusters Score -3.588389e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 337536 members 
Entering Unmasked Estep 
Score: -35884592.000000 Penalty: 6315.850098
	Iteration 15Q: 3 clusters Score -3.588459e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 337938 members 
Entering Unmasked Estep 
Score: -35884996.000000 Penalty: 6315.850098
	Iteration 16Q: 3 clusters Score -3.5885e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 338143 members 
Entering Unmasked Estep 
Score: -35885128.000000 Penalty: 6315.850098
	Iteration 17Q: 3 clusters Score -3.588513e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 338263 members 
Entering Unmasked Estep 
Score: -35885260.000000 Penalty: 6315.850098
	Iteration 18Q: 3 clusters Score -3.588526e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 338329 members 
Entering Unmasked Estep 
Score: -35885296.000000 Penalty: 6315.850098
	Iteration 19Q: 3 clusters Score -3.58853e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 338366 members 
Entering Unmasked Estep 
Score: -35885348.000000 Penalty: 6315.850098
	Iteration 20F: 3 clusters Score -3.588535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 338394 members 
Entering Unmasked Estep 
Score: -35885360.000000 Penalty: 6315.850098
	Iteration 21Q: 3 clusters Score -3.588536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 338411 members 
Entering Unmasked Estep 
Score: -35885352.000000 Penalty: 6315.850098
	Iteration 22Q: 3 clusters Score -3.588535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 338429 members 
Entering Unmasked Estep 
Score: -35885396.000000 Penalty: 6315.850098
	Iteration 23Q: 3 clusters Score -3.58854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 338438 members 
Entering Unmasked Estep 
Score: -35885392.000000 Penalty: 6315.850098
	Iteration 24Q: 3 clusters Score -3.588539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 338449 members 
Entering Unmasked Estep 
Score: -35885392.000000 Penalty: 6315.850098
	Iteration 25Q: 3 clusters Score -3.588539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 338462 members 
Entering Unmasked Estep 
Score: -35885376.000000 Penalty: 6315.850098
	Iteration 26Q: 3 clusters Score -3.588538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 338469 members 
Entering Unmasked Estep 
Score: -35885392.000000 Penalty: 6315.850098
	Iteration 27Q: 3 clusters Score -3.588539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 338479 members 
Entering Unmasked Estep 
Score: -35885388.000000 Penalty: 6315.850098
	Iteration 28Q: 3 clusters Score -3.588539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 338484 members 
Entering Unmasked Estep 
Score: -35885408.000000 Penalty: 6315.850098
	Iteration 29Q: 3 clusters Score -3.588541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338491 members 
Entering Unmasked Estep 
Score: -35885416.000000 Penalty: 6315.850098
	Iteration 30Q: 3 clusters Score -3.588542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 338495 members 
Entering Unmasked Estep 
Score: -35885436.000000 Penalty: 6315.850098
	Iteration 31Q: 3 clusters Score -3.588544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 338496 members 
Entering Unmasked Estep 
Score: -35885436.000000 Penalty: 6315.850098
	Iteration 32Q: 3 clusters Score -3.588544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 338497 members 
Entering Unmasked Estep 
Score: -35885428.000000 Penalty: 6315.850098
	Iteration 33Q: 3 clusters Score -3.588543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 338499 members 
Entering Unmasked Estep 
Score: -35885412.000000 Penalty: 6315.850098
	Iteration 34Q: 3 clusters Score -3.588541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 338501 members 
Entering Unmasked Estep 
Score: -35885424.000000 Penalty: 6315.850098
	Iteration 35Q: 3 clusters Score -3.588542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338502 members 
Entering Unmasked Estep 
Score: -35885444.000000 Penalty: 6315.850098
	Iteration 36Q: 3 clusters Score -3.588544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 338501 members 
Entering Unmasked Estep 
Score: -35885460.000000 Penalty: 6315.850098
	Iteration 37Q: 3 clusters Score -3.588546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 338500 members 
Entering Unmasked Estep 
Score: -35885440.000000 Penalty: 6315.850098
	Iteration 38Q: 3 clusters Score -3.588544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 338501 members 
Entering Unmasked Estep 
Score: -35885452.000000 Penalty: 6315.850098
	Iteration 39Q: 3 clusters Score -3.588545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338502 members 
Entering Unmasked Estep 
Score: -35885464.000000 Penalty: 6315.850098
	Iteration 40F: 3 clusters Score -3.588546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 338503 members 
Entering Unmasked Estep 
Score: -35885460.000000 Penalty: 6315.850098
	Iteration 41Q: 3 clusters Score -3.588546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 338504 members 
Entering Unmasked Estep 
Score: -35885456.000000 Penalty: 6315.850098
	Iteration 42Q: 3 clusters Score -3.588546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 338505 members 
Entering Unmasked Estep 
Score: -35885464.000000 Penalty: 6315.850098
	Iteration 43Q: 3 clusters Score -3.588546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 338506 members 
Entering Unmasked Estep 
Score: -35885464.000000 Penalty: 6315.850098
	Iteration 44Q: 3 clusters Score -3.588546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 338508 members 
Entering Unmasked Estep 
Score: -35885464.000000 Penalty: 6315.850098
	Iteration 45Q: 3 clusters Score -3.588546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 338511 members 
Entering Unmasked Estep 
Score: -35885472.000000 Penalty: 6315.850098
	Iteration 46Q: 3 clusters Score -3.588547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 338512 members 
Entering Unmasked Estep 
Score: -35885480.000000 Penalty: 6315.850098
	Iteration 47Q: 3 clusters Score -3.588548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 338512 members 
Entering Unmasked Estep 
Score: -35885480.000000 Penalty: 6315.850098
	Iteration 48F: 3 clusters Score -3.588548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208344 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31326 members 
Mstep: Class 8 contains 28489 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 47000 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 98149 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 10990 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 228633 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 21 contains 73480 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 338937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374448.000000 Penalty: 91801.890625
Iteration 79Q: 27 clusters Score -1.583744e+08 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 209388 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 43602 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31338 members 
Mstep: Class 8 contains 28606 members 
Mstep: Class 9 contains 7546 members 
Mstep: Class 10 contains 293 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 47163 members 
Mstep: Class 13 contains 6747 members 
Mstep: Class 14 contains 31951 members 
Mstep: Class 15 contains 99310 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 11106 members 
Mstep: Class 18 contains 4466 members 
Mstep: Class 19 contains 228617 members 
Mstep: Class 20 contains 14913 members 
Mstep: Class 21 contains 73498 members 
Mstep: Class 22 contains 2119 members 
Mstep: Class 23 contains 339509 members 
Mstep: Class 24 contains 600 members 
Mstep: Class 25 contains 516 members 
Mstep: Class 26 contains 331830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377600.000000 Penalty: 91801.890625
Iteration 80F: 27 clusters Score -1.583776e+08 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208893 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 43546 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31167 members 
Mstep: Class 8 contains 28635 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 301 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 47164 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 31914 members 
Mstep: Class 15 contains 100353 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 11215 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 227646 members 
Mstep: Class 20 contains 14882 members 
Mstep: Class 21 contains 73508 members 
Mstep: Class 22 contains 2135 members 
Mstep: Class 23 contains 338322 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 332752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379184.000000 Penalty: 91801.890625
Iteration 81Q: 27 clusters Score -1.583792e+08 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 208300 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 43506 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 31029 members 
Mstep: Class 8 contains 28664 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 47149 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 31881 members 
Mstep: Class 15 contains 101537 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 226711 members 
Mstep: Class 20 contains 14869 members 
Mstep: Class 21 contains 73547 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 336733 members 
Mstep: Class 24 contains 622 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 333771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381344.000000 Penalty: 91801.890625
Iteration 82Q: 27 clusters Score -1.583813e+08 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 207705 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 43439 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30882 members 
Mstep: Class 8 contains 28694 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 318 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 47125 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 31868 members 
Mstep: Class 15 contains 102718 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 11511 members 
Mstep: Class 18 contains 7224 members 
Mstep: Class 19 contains 225811 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 73561 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 334917 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 334987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382912.000000 Penalty: 91801.890625
Iteration 83Q: 27 clusters Score -1.583829e+08 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 207209 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 43340 members 
Mstep: Class 5 contains 2089 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30742 members 
Mstep: Class 8 contains 28725 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 47111 members 
Mstep: Class 13 contains 6756 members 
Mstep: Class 14 contains 31855 members 
Mstep: Class 15 contains 103921 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 224896 members 
Mstep: Class 20 contains 14881 members 
Mstep: Class 21 contains 73558 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 333007 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 336299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384944.000000 Penalty: 91801.890625
Iteration 84Q: 27 clusters Score -1.583849e+08 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 206798 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 4 contains 43248 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30582 members 
Mstep: Class 8 contains 28717 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 377 members 
Mstep: Class 11 contains 948 members 
Mstep: Class 12 contains 47071 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 14 contains 31846 members 
Mstep: Class 15 contains 105145 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 11895 members 
Mstep: Class 18 contains 8813 members 
Mstep: Class 19 contains 224097 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 73544 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 330894 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 337739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386992.000000 Penalty: 91801.890625
Iteration 85Q: 27 clusters Score -1.58387e+08 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 206472 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 43179 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30450 members 
Mstep: Class 8 contains 28695 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 47051 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 31810 members 
Mstep: Class 15 contains 106385 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 12135 members 
Mstep: Class 18 contains 9443 members 
Mstep: Class 19 contains 223305 members 
Mstep: Class 20 contains 14975 members 
Mstep: Class 21 contains 73514 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 328727 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 339130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158388032.000000 Penalty: 91801.890625
Iteration 86Q: 27 clusters Score -1.58388e+08 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206219 members 
Mstep: Class 3 contains 2634 members 
Mstep: Class 4 contains 43093 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30327 members 
Mstep: Class 8 contains 28692 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 47015 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 31792 members 
Mstep: Class 15 contains 107622 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 222747 members 
Mstep: Class 20 contains 15037 members 
Mstep: Class 21 contains 73460 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 326542 members 
Mstep: Class 24 contains 638 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 340329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158388816.000000 Penalty: 91801.890625
Iteration 87Q: 27 clusters Score -1.583888e+08 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206031 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 43039 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30209 members 
Mstep: Class 8 contains 28683 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 46932 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 31755 members 
Mstep: Class 15 contains 108814 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 10473 members 
Mstep: Class 19 contains 222201 members 
Mstep: Class 20 contains 15075 members 
Mstep: Class 21 contains 73407 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 324317 members 
Mstep: Class 24 contains 646 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 341597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389600.000000 Penalty: 91801.890625
Iteration 88Q: 27 clusters Score -1.583896e+08 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 205919 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 42988 members 
Mstep: Class 5 contains 2217 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30078 members 
Mstep: Class 8 contains 28659 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 46857 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 31703 members 
Mstep: Class 15 contains 109892 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 12981 members 
Mstep: Class 18 contains 10890 members 
Mstep: Class 19 contains 221715 members 
Mstep: Class 20 contains 15106 members 
Mstep: Class 21 contains 73341 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 322267 members 
Mstep: Class 24 contains 653 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 342793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3516.706787 but Gain 3530.843750
Score: -158390256.000000 Penalty: 88271.046875
Iteration 89Q: 26 clusters Score -1.583903e+08 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 206517 members 
Mstep: Class 4 contains 43013 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 30015 members 
Mstep: Class 8 contains 28641 members 
Mstep: Class 9 contains 7556 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46893 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 31699 members 
Mstep: Class 15 contains 111097 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 222067 members 
Mstep: Class 20 contains 15191 members 
Mstep: Class 21 contains 73294 members 
Mstep: Class 22 contains 2267 members 
Mstep: Class 23 contains 320485 members 
Mstep: Class 24 contains 655 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 344187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394432.000000 Penalty: 88271.046875
Iteration 90Q: 26 clusters Score -1.583944e+08 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 206491 members 
Mstep: Class 4 contains 42978 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29912 members 
Mstep: Class 8 contains 28594 members 
Mstep: Class 9 contains 7554 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46816 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 31661 members 
Mstep: Class 15 contains 112000 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 221846 members 
Mstep: Class 20 contains 15203 members 
Mstep: Class 21 contains 73252 members 
Mstep: Class 22 contains 2280 members 
Mstep: Class 23 contains 318595 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 345018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395008.000000 Penalty: 88271.046875
Iteration 91Q: 26 clusters Score -1.58395e+08 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206564 members 
Mstep: Class 4 contains 42964 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29807 members 
Mstep: Class 8 contains 28557 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 46763 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 31636 members 
Mstep: Class 15 contains 112855 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 221632 members 
Mstep: Class 20 contains 15212 members 
Mstep: Class 21 contains 73216 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 316770 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 345708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395760.000000 Penalty: 88271.046875
Iteration 92Q: 26 clusters Score -1.583958e+08 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206655 members 
Mstep: Class 4 contains 42929 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29683 members 
Mstep: Class 8 contains 28520 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46686 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 31624 members 
Mstep: Class 15 contains 113638 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 18 contains 12279 members 
Mstep: Class 19 contains 221417 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 73158 members 
Mstep: Class 22 contains 2297 members 
Mstep: Class 23 contains 315018 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 346386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395888.000000 Penalty: 88271.046875
Iteration 93Q: 26 clusters Score -1.583959e+08 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206702 members 
Mstep: Class 4 contains 42897 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29551 members 
Mstep: Class 8 contains 28482 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46669 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 31583 members 
Mstep: Class 15 contains 114400 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 14854 members 
Mstep: Class 18 contains 12592 members 
Mstep: Class 19 contains 221295 members 
Mstep: Class 20 contains 15253 members 
Mstep: Class 21 contains 73066 members 
Mstep: Class 22 contains 2305 members 
Mstep: Class 23 contains 313376 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 346895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396032.000000 Penalty: 88271.046875
Iteration 94Q: 26 clusters Score -1.58396e+08 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 206762 members 
Mstep: Class 4 contains 42849 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29445 members 
Mstep: Class 8 contains 28451 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46636 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 31577 members 
Mstep: Class 15 contains 115129 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 15300 members 
Mstep: Class 18 contains 12871 members 
Mstep: Class 19 contains 221193 members 
Mstep: Class 20 contains 15281 members 
Mstep: Class 21 contains 72994 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 311863 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 347236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396928.000000 Penalty: 88271.046875
Iteration 95Q: 26 clusters Score -1.583969e+08 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 206792 members 
Mstep: Class 4 contains 42806 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29366 members 
Mstep: Class 8 contains 28429 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46599 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 31540 members 
Mstep: Class 15 contains 115814 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 15719 members 
Mstep: Class 18 contains 13136 members 
Mstep: Class 19 contains 221135 members 
Mstep: Class 20 contains 15300 members 
Mstep: Class 21 contains 72950 members 
Mstep: Class 22 contains 2328 members 
Mstep: Class 23 contains 310357 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 347632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397792.000000 Penalty: 88271.046875
Iteration 96Q: 26 clusters Score -1.583978e+08 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 206848 members 
Mstep: Class 4 contains 42748 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29263 members 
Mstep: Class 8 contains 28410 members 
Mstep: Class 9 contains 7548 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46532 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 31520 members 
Mstep: Class 15 contains 116391 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 16109 members 
Mstep: Class 18 contains 13370 members 
Mstep: Class 19 contains 221126 members 
Mstep: Class 20 contains 15311 members 
Mstep: Class 21 contains 72898 members 
Mstep: Class 22 contains 2343 members 
Mstep: Class 23 contains 308927 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399024.000000 Penalty: 88271.046875
Iteration 97Q: 26 clusters Score -1.58399e+08 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 206888 members 
Mstep: Class 4 contains 42681 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29150 members 
Mstep: Class 8 contains 28363 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46484 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 31487 members 
Mstep: Class 15 contains 116973 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 221150 members 
Mstep: Class 20 contains 15316 members 
Mstep: Class 21 contains 72814 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 307586 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399408.000000 Penalty: 88271.046875
Iteration 98Q: 26 clusters Score -1.583994e+08 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 206983 members 
Mstep: Class 4 contains 42624 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 29056 members 
Mstep: Class 8 contains 28307 members 
Mstep: Class 9 contains 7534 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 46439 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 31479 members 
Mstep: Class 15 contains 117544 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 16948 members 
Mstep: Class 18 contains 13781 members 
Mstep: Class 19 contains 221090 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 72754 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 306344 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399568.000000 Penalty: 88271.046875
Iteration 99Q: 26 clusters Score -1.583996e+08 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 207193 members 
Mstep: Class 4 contains 42573 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28975 members 
Mstep: Class 8 contains 28280 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 46383 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 31466 members 
Mstep: Class 15 contains 118047 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 13962 members 
Mstep: Class 19 contains 221008 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 72667 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 305210 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 349133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400032.000000 Penalty: 88271.046875
Iteration 100F: 26 clusters Score -1.584e+08 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 207159 members 
Mstep: Class 4 contains 42507 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28894 members 
Mstep: Class 8 contains 28256 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 46322 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 31442 members 
Mstep: Class 15 contains 118513 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 17844 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 220914 members 
Mstep: Class 20 contains 15357 members 
Mstep: Class 21 contains 72565 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 304150 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 349190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401216.000000 Penalty: 88271.046875
Iteration 101Q: 26 clusters Score -1.584012e+08 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 207167 members 
Mstep: Class 4 contains 42420 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 28218 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 46247 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 31407 members 
Mstep: Class 15 contains 118979 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 18372 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 220817 members 
Mstep: Class 20 contains 15360 members 
Mstep: Class 21 contains 72455 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 303194 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 349186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401552.000000 Penalty: 88271.046875
Iteration 102Q: 26 clusters Score -1.584016e+08 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 207189 members 
Mstep: Class 4 contains 42352 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28710 members 
Mstep: Class 8 contains 28165 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 46164 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 31396 members 
Mstep: Class 15 contains 119418 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 18894 members 
Mstep: Class 18 contains 15407 members 
Mstep: Class 19 contains 220699 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 72339 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 302403 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 349086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402480.000000 Penalty: 88271.046875
Iteration 103Q: 26 clusters Score -1.584025e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 207174 members 
Mstep: Class 4 contains 42293 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28633 members 
Mstep: Class 8 contains 28104 members 
Mstep: Class 9 contains 7447 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 46057 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 31373 members 
Mstep: Class 15 contains 119816 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 19415 members 
Mstep: Class 18 contains 15797 members 
Mstep: Class 19 contains 220636 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 72219 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 301759 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403008.000000 Penalty: 88271.046875
Iteration 104Q: 26 clusters Score -1.58403e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 207145 members 
Mstep: Class 4 contains 42223 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28560 members 
Mstep: Class 8 contains 28063 members 
Mstep: Class 9 contains 7422 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 45968 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 31361 members 
Mstep: Class 15 contains 120166 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 19977 members 
Mstep: Class 18 contains 16184 members 
Mstep: Class 19 contains 220599 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 21 contains 72096 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 301215 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403056.000000 Penalty: 88271.046875
Iteration 105Q: 26 clusters Score -1.584031e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 207081 members 
Mstep: Class 4 contains 42132 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28484 members 
Mstep: Class 8 contains 28024 members 
Mstep: Class 9 contains 7410 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 45862 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 31345 members 
Mstep: Class 15 contains 120493 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 20503 members 
Mstep: Class 18 contains 16494 members 
Mstep: Class 19 contains 220565 members 
Mstep: Class 20 contains 15313 members 
Mstep: Class 21 contains 71974 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 300898 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403904.000000 Penalty: 88271.046875
Iteration 106Q: 26 clusters Score -1.584039e+08 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 207001 members 
Mstep: Class 4 contains 42033 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28415 members 
Mstep: Class 8 contains 27985 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 45738 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 31335 members 
Mstep: Class 15 contains 120831 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 21069 members 
Mstep: Class 18 contains 16798 members 
Mstep: Class 19 contains 220462 members 
Mstep: Class 20 contains 15302 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2395 members 
Mstep: Class 23 contains 300733 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 348076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403840.000000 Penalty: 88271.046875
Iteration 107Q: 26 clusters Score -1.584038e+08 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 206892 members 
Mstep: Class 4 contains 41954 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28360 members 
Mstep: Class 8 contains 27954 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 45601 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 31318 members 
Mstep: Class 15 contains 121131 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 21625 members 
Mstep: Class 18 contains 17072 members 
Mstep: Class 19 contains 220357 members 
Mstep: Class 20 contains 15255 members 
Mstep: Class 21 contains 71689 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 300844 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 347560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403936.000000 Penalty: 88271.046875
Iteration 108Q: 26 clusters Score -1.584039e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 206756 members 
Mstep: Class 4 contains 41869 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28313 members 
Mstep: Class 8 contains 27915 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 45457 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 31294 members 
Mstep: Class 15 contains 121411 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 22222 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 220214 members 
Mstep: Class 20 contains 15223 members 
Mstep: Class 21 contains 71543 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 301091 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 347033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158404976.000000 Penalty: 88271.046875
Iteration 109Q: 26 clusters Score -1.58405e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 206599 members 
Mstep: Class 4 contains 41790 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28281 members 
Mstep: Class 8 contains 27881 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 45298 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 31280 members 
Mstep: Class 15 contains 121681 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 22880 members 
Mstep: Class 18 contains 17445 members 
Mstep: Class 19 contains 219992 members 
Mstep: Class 20 contains 15215 members 
Mstep: Class 21 contains 71364 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 301487 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 346448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405440.000000 Penalty: 88271.046875
Iteration 110Q: 26 clusters Score -1.584054e+08 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 206423 members 
Mstep: Class 4 contains 41712 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28257 members 
Mstep: Class 8 contains 27836 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 45190 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 31256 members 
Mstep: Class 15 contains 121882 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 23583 members 
Mstep: Class 18 contains 17599 members 
Mstep: Class 19 contains 219723 members 
Mstep: Class 20 contains 15196 members 
Mstep: Class 21 contains 71185 members 
Mstep: Class 22 contains 2408 members 
Mstep: Class 23 contains 301897 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 345927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406048.000000 Penalty: 88271.046875
Iteration 111Q: 26 clusters Score -1.58406e+08 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 206235 members 
Mstep: Class 4 contains 41647 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28220 members 
Mstep: Class 8 contains 27797 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 45089 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 31266 members 
Mstep: Class 15 contains 122058 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 24297 members 
Mstep: Class 18 contains 17726 members 
Mstep: Class 19 contains 219475 members 
Mstep: Class 20 contains 15176 members 
Mstep: Class 21 contains 70977 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 302460 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 345273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407152.000000 Penalty: 88271.046875
Iteration 112Q: 26 clusters Score -1.584072e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 206014 members 
Mstep: Class 4 contains 41596 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28180 members 
Mstep: Class 8 contains 27748 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44985 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 31260 members 
Mstep: Class 15 contains 122212 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 25043 members 
Mstep: Class 18 contains 17843 members 
Mstep: Class 19 contains 219160 members 
Mstep: Class 20 contains 15131 members 
Mstep: Class 21 contains 70740 members 
Mstep: Class 22 contains 2415 members 
Mstep: Class 23 contains 303136 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 344677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407504.000000 Penalty: 88271.046875
Iteration 113Q: 26 clusters Score -1.584075e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 205708 members 
Mstep: Class 4 contains 41542 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28127 members 
Mstep: Class 8 contains 27688 members 
Mstep: Class 9 contains 7226 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44852 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 31268 members 
Mstep: Class 15 contains 122414 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 25808 members 
Mstep: Class 18 contains 17960 members 
Mstep: Class 19 contains 218884 members 
Mstep: Class 20 contains 15101 members 
Mstep: Class 21 contains 70516 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 303872 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 344017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408240.000000 Penalty: 88271.046875
Iteration 114Q: 26 clusters Score -1.584082e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 205371 members 
Mstep: Class 4 contains 41483 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28066 members 
Mstep: Class 8 contains 27630 members 
Mstep: Class 9 contains 7203 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44739 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 31254 members 
Mstep: Class 15 contains 122609 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 26585 members 
Mstep: Class 18 contains 18058 members 
Mstep: Class 19 contains 218635 members 
Mstep: Class 20 contains 15085 members 
Mstep: Class 21 contains 70250 members 
Mstep: Class 22 contains 2417 members 
Mstep: Class 23 contains 304790 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 343222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408832.000000 Penalty: 88271.046875
Iteration 115Q: 26 clusters Score -1.584088e+08 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 204967 members 
Mstep: Class 4 contains 41436 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 28009 members 
Mstep: Class 8 contains 27572 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44612 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 31251 members 
Mstep: Class 15 contains 122802 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 27374 members 
Mstep: Class 18 contains 18143 members 
Mstep: Class 19 contains 218334 members 
Mstep: Class 20 contains 15069 members 
Mstep: Class 21 contains 69987 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 305699 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 342539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409136.000000 Penalty: 88271.046875
Iteration 116Q: 26 clusters Score -1.584091e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 204526 members 
Mstep: Class 4 contains 41386 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27948 members 
Mstep: Class 8 contains 27516 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44502 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 31250 members 
Mstep: Class 15 contains 122985 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 28123 members 
Mstep: Class 18 contains 18235 members 
Mstep: Class 19 contains 218005 members 
Mstep: Class 20 contains 15029 members 
Mstep: Class 21 contains 69758 members 
Mstep: Class 22 contains 2419 members 
Mstep: Class 23 contains 306691 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 341854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409872.000000 Penalty: 88271.046875
Iteration 117Q: 26 clusters Score -1.584099e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 204084 members 
Mstep: Class 4 contains 41328 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 27478 members 
Mstep: Class 9 contains 7172 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44397 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 31233 members 
Mstep: Class 15 contains 123140 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 28861 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 217602 members 
Mstep: Class 20 contains 14970 members 
Mstep: Class 21 contains 69529 members 
Mstep: Class 22 contains 2418 members 
Mstep: Class 23 contains 307804 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 341218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410624.000000 Penalty: 88271.046875
Iteration 118Q: 26 clusters Score -1.584106e+08 nChanged 5425
Entering ConstructFrom: 
Score: -158410624.000000 Penalty: 88271.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -122738.671875 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -122738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -120622.390625 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -120622.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121052.750000 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -121052.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -121231.695312 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -121231.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -121335.664062 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -121335.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121400.195312 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -121400.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -121442.210938 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -121442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121467.851562 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -121467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -121482.234375 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -121482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -121483.164062 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -121483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121484.234375 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -121484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121484.234375 Penalty: 3550.236816
	Iteration 10F: 3 clusters Score -121484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203616 members 
Entering Unmasked Estep 
Score: -21699286.000000 Penalty: 3031.549805
	Iteration 0F: 2 clusters Score -2.169929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 101827 members 
Entering Unmasked Estep 
Score: -21564456.000000 Penalty: 6063.099609
	Iteration 0F: 3 clusters Score -2.156446e+07 nChanged 97887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -21624698.000000 Penalty: 6063.099609
	Iteration 1F: 3 clusters Score -2.16247e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -21629376.000000 Penalty: 6063.099609
	Iteration 2Q: 3 clusters Score -2.162938e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -21636040.000000 Penalty: 6063.099609
	Iteration 3F: 3 clusters Score -2.163604e+07 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 91439 members 
Entering Unmasked Estep 
Score: -21645210.000000 Penalty: 6063.099609
	Iteration 4F: 3 clusters Score -2.164521e+07 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119149 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -21656252.000000 Penalty: 6063.099609
	Iteration 5F: 3 clusters Score -2.165625e+07 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -21667772.000000 Penalty: 6063.099609
	Iteration 6F: 3 clusters Score -2.166777e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -21676828.000000 Penalty: 6063.099609
	Iteration 7F: 3 clusters Score -2.167683e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -21682648.000000 Penalty: 6063.099609
	Iteration 8Q: 3 clusters Score -2.168265e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141742 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -21685778.000000 Penalty: 6063.099609
	Iteration 9Q: 3 clusters Score -2.168578e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144782 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -21687454.000000 Penalty: 6063.099609
	Iteration 10Q: 3 clusters Score -2.168745e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -21688748.000000 Penalty: 6063.099609
	Iteration 11Q: 3 clusters Score -2.168875e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149883 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -21689656.000000 Penalty: 6063.099609
	Iteration 12Q: 3 clusters Score -2.168966e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -21690334.000000 Penalty: 6063.099609
	Iteration 13Q: 3 clusters Score -2.169033e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -21690974.000000 Penalty: 6063.099609
	Iteration 14Q: 3 clusters Score -2.169097e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -21691502.000000 Penalty: 6063.099609
	Iteration 15Q: 3 clusters Score -2.16915e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -21691886.000000 Penalty: 6063.099609
	Iteration 16Q: 3 clusters Score -2.169189e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -21692256.000000 Penalty: 6063.099609
	Iteration 17Q: 3 clusters Score -2.169226e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -21692674.000000 Penalty: 6063.099609
	Iteration 18Q: 3 clusters Score -2.169267e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -21692950.000000 Penalty: 6063.099609
	Iteration 19Q: 3 clusters Score -2.169295e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -21693382.000000 Penalty: 6063.099609
	Iteration 20F: 3 clusters Score -2.169338e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -21693682.000000 Penalty: 6063.099609
	Iteration 21Q: 3 clusters Score -2.169368e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -21693994.000000 Penalty: 6063.099609
	Iteration 22Q: 3 clusters Score -2.169399e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169676 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -21694288.000000 Penalty: 6063.099609
	Iteration 23Q: 3 clusters Score -2.169429e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -21694488.000000 Penalty: 6063.099609
	Iteration 24Q: 3 clusters Score -2.169449e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -21694748.000000 Penalty: 6063.099609
	Iteration 25Q: 3 clusters Score -2.169475e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -21694970.000000 Penalty: 6063.099609
	Iteration 26Q: 3 clusters Score -2.169497e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -21695132.000000 Penalty: 6063.099609
	Iteration 27Q: 3 clusters Score -2.169513e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176606 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -21695418.000000 Penalty: 6063.099609
	Iteration 28Q: 3 clusters Score -2.169542e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177877 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -21695756.000000 Penalty: 6063.099609
	Iteration 29Q: 3 clusters Score -2.169576e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -21695986.000000 Penalty: 6063.099609
	Iteration 30Q: 3 clusters Score -2.169599e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180403 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -21696310.000000 Penalty: 6063.099609
	Iteration 31Q: 3 clusters Score -2.169631e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181665 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -21696632.000000 Penalty: 6063.099609
	Iteration 32Q: 3 clusters Score -2.169663e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -21696812.000000 Penalty: 6063.099609
	Iteration 33Q: 3 clusters Score -2.169681e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184031 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -21697064.000000 Penalty: 6063.099609
	Iteration 34Q: 3 clusters Score -2.169706e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185171 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -21697298.000000 Penalty: 6063.099609
	Iteration 35Q: 3 clusters Score -2.16973e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186228 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -21697560.000000 Penalty: 6063.099609
	Iteration 36Q: 3 clusters Score -2.169756e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -21697716.000000 Penalty: 6063.099609
	Iteration 37Q: 3 clusters Score -2.169772e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188091 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -21697854.000000 Penalty: 6063.099609
	Iteration 38Q: 3 clusters Score -2.169785e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -21697928.000000 Penalty: 6063.099609
	Iteration 39Q: 3 clusters Score -2.169793e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189666 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -21698112.000000 Penalty: 6063.099609
	Iteration 40F: 3 clusters Score -2.169811e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190406 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -21698280.000000 Penalty: 6063.099609
	Iteration 41Q: 3 clusters Score -2.169828e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191081 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -21698386.000000 Penalty: 6063.099609
	Iteration 42Q: 3 clusters Score -2.169839e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191704 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -21698468.000000 Penalty: 6063.099609
	Iteration 43Q: 3 clusters Score -2.169847e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -21698626.000000 Penalty: 6063.099609
	Iteration 44Q: 3 clusters Score -2.169863e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192828 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -21698656.000000 Penalty: 6063.099609
	Iteration 45Q: 3 clusters Score -2.169866e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193337 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -21698728.000000 Penalty: 6063.099609
	Iteration 46Q: 3 clusters Score -2.169873e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -21698710.000000 Penalty: 6063.099609
	Iteration 47Q: 3 clusters Score -2.169871e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194181 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -21698756.000000 Penalty: 6063.099609
	Iteration 48Q: 3 clusters Score -2.169876e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194559 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -21698760.000000 Penalty: 6063.099609
	Iteration 49Q: 3 clusters Score -2.169876e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -21698772.000000 Penalty: 6063.099609
	Iteration 50Q: 3 clusters Score -2.169877e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195170 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -21698864.000000 Penalty: 6063.099609
	Iteration 51Q: 3 clusters Score -2.169886e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195439 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -21698884.000000 Penalty: 6063.099609
	Iteration 52Q: 3 clusters Score -2.169888e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195701 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -21698900.000000 Penalty: 6063.099609
	Iteration 53Q: 3 clusters Score -2.16989e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -21698982.000000 Penalty: 6063.099609
	Iteration 54Q: 3 clusters Score -2.169898e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196164 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -21699014.000000 Penalty: 6063.099609
	Iteration 55Q: 3 clusters Score -2.169901e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196354 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -21698992.000000 Penalty: 6063.099609
	Iteration 56Q: 3 clusters Score -2.169899e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -21698986.000000 Penalty: 6063.099609
	Iteration 57Q: 3 clusters Score -2.169899e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196696 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -21698974.000000 Penalty: 6063.099609
	Iteration 58Q: 3 clusters Score -2.169897e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196858 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -21698966.000000 Penalty: 6063.099609
	Iteration 59Q: 3 clusters Score -2.169897e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197006 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -21698986.000000 Penalty: 6063.099609
	Iteration 60F: 3 clusters Score -2.169899e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197134 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -21698958.000000 Penalty: 6063.099609
	Iteration 61Q: 3 clusters Score -2.169896e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197233 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -21698976.000000 Penalty: 6063.099609
	Iteration 62Q: 3 clusters Score -2.169898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197318 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -21698974.000000 Penalty: 6063.099609
	Iteration 63Q: 3 clusters Score -2.169897e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197401 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -21698960.000000 Penalty: 6063.099609
	Iteration 64Q: 3 clusters Score -2.169896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197483 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -21698940.000000 Penalty: 6063.099609
	Iteration 65Q: 3 clusters Score -2.169894e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197546 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -21698962.000000 Penalty: 6063.099609
	Iteration 66Q: 3 clusters Score -2.169896e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197609 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -21698964.000000 Penalty: 6063.099609
	Iteration 67Q: 3 clusters Score -2.169896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197667 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -21698956.000000 Penalty: 6063.099609
	Iteration 68Q: 3 clusters Score -2.169896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -21698984.000000 Penalty: 6063.099609
	Iteration 69Q: 3 clusters Score -2.169898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -21698982.000000 Penalty: 6063.099609
	Iteration 70Q: 3 clusters Score -2.169898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -21698990.000000 Penalty: 6063.099609
	Iteration 71Q: 3 clusters Score -2.169899e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197887 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -21698968.000000 Penalty: 6063.099609
	Iteration 72Q: 3 clusters Score -2.169897e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197927 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -21698980.000000 Penalty: 6063.099609
	Iteration 73Q: 3 clusters Score -2.169898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197958 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -21698968.000000 Penalty: 6063.099609
	Iteration 74Q: 3 clusters Score -2.169897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197984 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -21698930.000000 Penalty: 6063.099609
	Iteration 75Q: 3 clusters Score -2.169893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198015 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -21698928.000000 Penalty: 6063.099609
	Iteration 76Q: 3 clusters Score -2.169893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198038 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -21698938.000000 Penalty: 6063.099609
	Iteration 77Q: 3 clusters Score -2.169894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198069 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -21698944.000000 Penalty: 6063.099609
	Iteration 78Q: 3 clusters Score -2.169894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198096 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -21698944.000000 Penalty: 6063.099609
	Iteration 79Q: 3 clusters Score -2.169894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -21698922.000000 Penalty: 6063.099609
	Iteration 80F: 3 clusters Score -2.169892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198132 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -21698934.000000 Penalty: 6063.099609
	Iteration 81Q: 3 clusters Score -2.169893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198150 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -21698934.000000 Penalty: 6063.099609
	Iteration 82Q: 3 clusters Score -2.169893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198162 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -21698940.000000 Penalty: 6063.099609
	Iteration 83Q: 3 clusters Score -2.169894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198176 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -21698956.000000 Penalty: 6063.099609
	Iteration 84Q: 3 clusters Score -2.169896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -21698958.000000 Penalty: 6063.099609
	Iteration 85Q: 3 clusters Score -2.169896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198218 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -21698950.000000 Penalty: 6063.099609
	Iteration 86Q: 3 clusters Score -2.169895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198245 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -21698940.000000 Penalty: 6063.099609
	Iteration 87Q: 3 clusters Score -2.169894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198266 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -21698956.000000 Penalty: 6063.099609
	Iteration 88Q: 3 clusters Score -2.169896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198282 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -21698972.000000 Penalty: 6063.099609
	Iteration 89Q: 3 clusters Score -2.169897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -21698966.000000 Penalty: 6063.099609
	Iteration 90Q: 3 clusters Score -2.169897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198301 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21698958.000000 Penalty: 6063.099609
	Iteration 91Q: 3 clusters Score -2.169896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198309 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -21698982.000000 Penalty: 6063.099609
	Iteration 92Q: 3 clusters Score -2.169898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198314 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -21698966.000000 Penalty: 6063.099609
	Iteration 93Q: 3 clusters Score -2.169897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198320 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -21698972.000000 Penalty: 6063.099609
	Iteration 94Q: 3 clusters Score -2.169897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198325 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -21698966.000000 Penalty: 6063.099609
	Iteration 95Q: 3 clusters Score -2.169897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198328 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -21698966.000000 Penalty: 6063.099609
	Iteration 96Q: 3 clusters Score -2.169897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198329 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -21698976.000000 Penalty: 6063.099609
	Iteration 97Q: 3 clusters Score -2.169898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198329 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -21698976.000000 Penalty: 6063.099609
	Iteration 98F: 3 clusters Score -2.169898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Entering Unmasked Estep 
Score: -4442549.500000 Penalty: 2635.717041
	Iteration 0F: 2 clusters Score -4442550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4414593.000000 Penalty: 5271.434082
	Iteration 0F: 3 clusters Score -4414593 nChanged 19012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4425101.500000 Penalty: 5271.434082
	Iteration 1F: 3 clusters Score -4425102 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4425801.500000 Penalty: 5271.434082
	Iteration 2Q: 3 clusters Score -4425802 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4426791.000000 Penalty: 5271.434082
	Iteration 3F: 3 clusters Score -4426791 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4428145.000000 Penalty: 5271.434082
	Iteration 4F: 3 clusters Score -4428145 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4430084.000000 Penalty: 5271.434082
	Iteration 5F: 3 clusters Score -4430084 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4432477.000000 Penalty: 5271.434082
	Iteration 6F: 3 clusters Score -4432477 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4435019.500000 Penalty: 5271.434082
	Iteration 7F: 3 clusters Score -4435020 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4437092.000000 Penalty: 5271.434082
	Iteration 8F: 3 clusters Score -4437092 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4438576.500000 Penalty: 5271.434082
	Iteration 9Q: 3 clusters Score -4438576 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4439531.500000 Penalty: 5271.434082
	Iteration 10Q: 3 clusters Score -4439532 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4440007.500000 Penalty: 5271.434082
	Iteration 11Q: 3 clusters Score -4440008 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4440285.000000 Penalty: 5271.434082
	Iteration 12Q: 3 clusters Score -4440285 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4440446.500000 Penalty: 5271.434082
	Iteration 13Q: 3 clusters Score -4440446 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4440540.000000 Penalty: 5271.434082
	Iteration 14Q: 3 clusters Score -4440540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -4440607.000000 Penalty: 5271.434082
	Iteration 15Q: 3 clusters Score -4440607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4440666.000000 Penalty: 5271.434082
	Iteration 16Q: 3 clusters Score -4440666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4440725.500000 Penalty: 5271.434082
	Iteration 17Q: 3 clusters Score -4440726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4440768.000000 Penalty: 5271.434082
	Iteration 18Q: 3 clusters Score -4440768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -4440812.000000 Penalty: 5271.434082
	Iteration 19Q: 3 clusters Score -4440812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4440824.000000 Penalty: 5271.434082
	Iteration 20F: 3 clusters Score -4440824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4440848.500000 Penalty: 5271.434082
	Iteration 21Q: 3 clusters Score -4440848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4440868.500000 Penalty: 5271.434082
	Iteration 22Q: 3 clusters Score -4440868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4440899.000000 Penalty: 5271.434082
	Iteration 23Q: 3 clusters Score -4440899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4440914.000000 Penalty: 5271.434082
	Iteration 24Q: 3 clusters Score -4440914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4440938.500000 Penalty: 5271.434082
	Iteration 25Q: 3 clusters Score -4440938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4440950.500000 Penalty: 5271.434082
	Iteration 26Q: 3 clusters Score -4440950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4440970.500000 Penalty: 5271.434082
	Iteration 27Q: 3 clusters Score -4440970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -4440969.500000 Penalty: 5271.434082
	Iteration 28Q: 3 clusters Score -4440970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4440982.000000 Penalty: 5271.434082
	Iteration 29Q: 3 clusters Score -4440982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4440982.500000 Penalty: 5271.434082
	Iteration 30Q: 3 clusters Score -4440982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4440979.500000 Penalty: 5271.434082
	Iteration 31Q: 3 clusters Score -4440980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -4440983.000000 Penalty: 5271.434082
	Iteration 32Q: 3 clusters Score -4440983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -4440988.500000 Penalty: 5271.434082
	Iteration 33Q: 3 clusters Score -4440988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4440990.000000 Penalty: 5271.434082
	Iteration 34Q: 3 clusters Score -4440990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4440992.500000 Penalty: 5271.434082
	Iteration 35Q: 3 clusters Score -4440992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -4440985.500000 Penalty: 5271.434082
	Iteration 36Q: 3 clusters Score -4440986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4440985.500000 Penalty: 5271.434082
	Iteration 37Q: 3 clusters Score -4440986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -4440989.000000 Penalty: 5271.434082
	Iteration 38Q: 3 clusters Score -4440989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4440987.500000 Penalty: 5271.434082
	Iteration 39Q: 3 clusters Score -4440988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -4440990.000000 Penalty: 5271.434082
	Iteration 40F: 3 clusters Score -4440990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4440991.000000 Penalty: 5271.434082
	Iteration 41Q: 3 clusters Score -4440991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -4440995.000000 Penalty: 5271.434082
	Iteration 42Q: 3 clusters Score -4440995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -4440995.000000 Penalty: 5271.434082
	Iteration 43Q: 3 clusters Score -4440995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -4440999.000000 Penalty: 5271.434082
	Iteration 44Q: 3 clusters Score -4440999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4440998.000000 Penalty: 5271.434082
	Iteration 45Q: 3 clusters Score -4440998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -4440995.000000 Penalty: 5271.434082
	Iteration 46Q: 3 clusters Score -4440995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -4440997.000000 Penalty: 5271.434082
	Iteration 47Q: 3 clusters Score -4440997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4441003.000000 Penalty: 5271.434082
	Iteration 48Q: 3 clusters Score -4441003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4440997.500000 Penalty: 5271.434082
	Iteration 49Q: 3 clusters Score -4440998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -4440998.500000 Penalty: 5271.434082
	Iteration 50Q: 3 clusters Score -4440998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -4441000.000000 Penalty: 5271.434082
	Iteration 51Q: 3 clusters Score -4441000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4441001.500000 Penalty: 5271.434082
	Iteration 52Q: 3 clusters Score -4441002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4441003.000000 Penalty: 5271.434082
	Iteration 53Q: 3 clusters Score -4441003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -4441006.500000 Penalty: 5271.434082
	Iteration 54Q: 3 clusters Score -4441006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -4441005.000000 Penalty: 5271.434082
	Iteration 55Q: 3 clusters Score -4441005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -4441005.000000 Penalty: 5271.434082
	Iteration 56F: 3 clusters Score -4441005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -241249.234375 Penalty: 1924.912720
	Iteration 0F: 2 clusters Score -241249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -238424.921875 Penalty: 3849.825439
	Iteration 0F: 3 clusters Score -238424.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -239031.906250 Penalty: 3849.825439
	Iteration 1F: 3 clusters Score -239031.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -239219.546875 Penalty: 3849.825439
	Iteration 2F: 3 clusters Score -239219.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -239438.078125 Penalty: 3849.825439
	Iteration 3F: 3 clusters Score -239438.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -239693.375000 Penalty: 3849.825439
	Iteration 4F: 3 clusters Score -239693.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -239852.843750 Penalty: 3849.825439
	Iteration 5F: 3 clusters Score -239852.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -239957.890625 Penalty: 3849.825439
	Iteration 6Q: 3 clusters Score -239957.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -240040.625000 Penalty: 3849.825439
	Iteration 7Q: 3 clusters Score -240040.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -240106.109375 Penalty: 3849.825439
	Iteration 8Q: 3 clusters Score -240106.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -240158.187500 Penalty: 3849.825439
	Iteration 9Q: 3 clusters Score -240158.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -240213.625000 Penalty: 3849.825439
	Iteration 10Q: 3 clusters Score -240213.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240277.750000 Penalty: 3849.825439
	Iteration 11Q: 3 clusters Score -240277.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -240371.421875 Penalty: 3849.825439
	Iteration 12Q: 3 clusters Score -240371.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240496.671875 Penalty: 3849.825439
	Iteration 13Q: 3 clusters Score -240496.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -240680.140625 Penalty: 3849.825439
	Iteration 14Q: 3 clusters Score -240680.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -240802.250000 Penalty: 3849.825439
	Iteration 15Q: 3 clusters Score -240802.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -240846.843750 Penalty: 3849.825439
	Iteration 16Q: 3 clusters Score -240846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -240866.203125 Penalty: 3849.825439
	Iteration 17Q: 3 clusters Score -240866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240878.078125 Penalty: 3849.825439
	Iteration 18Q: 3 clusters Score -240878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -240884.515625 Penalty: 3849.825439
	Iteration 19Q: 3 clusters Score -240884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -240887.484375 Penalty: 3849.825439
	Iteration 20F: 3 clusters Score -240887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -240889.375000 Penalty: 3849.825439
	Iteration 21Q: 3 clusters Score -240889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -240890.437500 Penalty: 3849.825439
	Iteration 22Q: 3 clusters Score -240890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -240890.437500 Penalty: 3849.825439
	Iteration 23F: 3 clusters Score -240890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -45146.777344 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -45146.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43689.375000 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -43689.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43851.343750 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -43851.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43898.550781 Penalty: 3061.163330
	Iteration 2Q: 3 clusters Score -43898.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43913.347656 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -43913.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43922.484375 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -43922.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43931.121094 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -43931.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43932.523438 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -43932.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43937.570312 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -43937.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43937.570312 Penalty: 3061.163330
	Iteration 8F: 3 clusters Score -43937.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Entering Unmasked Estep 
Score: -3000550.000000 Penalty: 2537.705322
	Iteration 0F: 2 clusters Score -3000550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2981388.500000 Penalty: 5075.410645
	Iteration 0F: 3 clusters Score -2981388 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2988107.500000 Penalty: 5075.410645
	Iteration 1F: 3 clusters Score -2988108 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2988708.750000 Penalty: 5075.410645
	Iteration 2F: 3 clusters Score -2988709 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2989384.500000 Penalty: 5075.410645
	Iteration 3F: 3 clusters Score -2989384 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2990415.750000 Penalty: 5075.410645
	Iteration 4F: 3 clusters Score -2990416 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2991943.000000 Penalty: 5075.410645
	Iteration 5F: 3 clusters Score -2991943 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2993938.000000 Penalty: 5075.410645
	Iteration 6F: 3 clusters Score -2993938 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2995822.750000 Penalty: 5075.410645
	Iteration 7F: 3 clusters Score -2995823 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2997092.250000 Penalty: 5075.410645
	Iteration 8Q: 3 clusters Score -2997092 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2997742.250000 Penalty: 5075.410645
	Iteration 9Q: 3 clusters Score -2997742 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2998068.500000 Penalty: 5075.410645
	Iteration 10Q: 3 clusters Score -2998068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2998199.000000 Penalty: 5075.410645
	Iteration 11Q: 3 clusters Score -2998199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -2998274.000000 Penalty: 5075.410645
	Iteration 12Q: 3 clusters Score -2998274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -2998315.000000 Penalty: 5075.410645
	Iteration 13Q: 3 clusters Score -2998315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2998328.500000 Penalty: 5075.410645
	Iteration 14Q: 3 clusters Score -2998328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2998354.250000 Penalty: 5075.410645
	Iteration 15Q: 3 clusters Score -2998354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -2998367.250000 Penalty: 5075.410645
	Iteration 16Q: 3 clusters Score -2998367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2998370.000000 Penalty: 5075.410645
	Iteration 17Q: 3 clusters Score -2998370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -2998375.750000 Penalty: 5075.410645
	Iteration 18Q: 3 clusters Score -2998376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2998379.750000 Penalty: 5075.410645
	Iteration 19Q: 3 clusters Score -2998380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -2998383.000000 Penalty: 5075.410645
	Iteration 20F: 3 clusters Score -2998383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -2998386.000000 Penalty: 5075.410645
	Iteration 21Q: 3 clusters Score -2998386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -2998388.250000 Penalty: 5075.410645
	Iteration 22Q: 3 clusters Score -2998388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2998389.750000 Penalty: 5075.410645
	Iteration 23Q: 3 clusters Score -2998390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2998389.750000 Penalty: 5075.410645
	Iteration 24F: 3 clusters Score -2998390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Entering Unmasked Estep 
Score: -2963770.750000 Penalty: 2534.499756
	Iteration 0F: 2 clusters Score -2963771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2944908.750000 Penalty: 5068.999512
	Iteration 0F: 3 clusters Score -2944909 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2951482.750000 Penalty: 5068.999512
	Iteration 1F: 3 clusters Score -2951483 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2952085.500000 Penalty: 5068.999512
	Iteration 2F: 3 clusters Score -2952086 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2952695.000000 Penalty: 5068.999512
	Iteration 3Q: 3 clusters Score -2952695 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2953360.750000 Penalty: 5068.999512
	Iteration 4Q: 3 clusters Score -2953361 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2954096.250000 Penalty: 5068.999512
	Iteration 5F: 3 clusters Score -2954096 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2954980.750000 Penalty: 5068.999512
	Iteration 6F: 3 clusters Score -2954981 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2956240.250000 Penalty: 5068.999512
	Iteration 7F: 3 clusters Score -2956240 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2957722.000000 Penalty: 5068.999512
	Iteration 8F: 3 clusters Score -2957722 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2959035.750000 Penalty: 5068.999512
	Iteration 9F: 3 clusters Score -2959036 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2959886.500000 Penalty: 5068.999512
	Iteration 10Q: 3 clusters Score -2959886 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2960377.500000 Penalty: 5068.999512
	Iteration 11Q: 3 clusters Score -2960378 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2960652.000000 Penalty: 5068.999512
	Iteration 12Q: 3 clusters Score -2960652 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2960842.500000 Penalty: 5068.999512
	Iteration 13Q: 3 clusters Score -2960842 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2961023.750000 Penalty: 5068.999512
	Iteration 14Q: 3 clusters Score -2961024 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2961181.000000 Penalty: 5068.999512
	Iteration 15Q: 3 clusters Score -2961181 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2961315.250000 Penalty: 5068.999512
	Iteration 16Q: 3 clusters Score -2961315 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2961421.500000 Penalty: 5068.999512
	Iteration 17Q: 3 clusters Score -2961422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2961500.000000 Penalty: 5068.999512
	Iteration 18Q: 3 clusters Score -2961500 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2961560.250000 Penalty: 5068.999512
	Iteration 19Q: 3 clusters Score -2961560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2961615.250000 Penalty: 5068.999512
	Iteration 20F: 3 clusters Score -2961615 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2961673.000000 Penalty: 5068.999512
	Iteration 21Q: 3 clusters Score -2961673 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2961702.750000 Penalty: 5068.999512
	Iteration 22Q: 3 clusters Score -2961703 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2961748.000000 Penalty: 5068.999512
	Iteration 23Q: 3 clusters Score -2961748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2961789.000000 Penalty: 5068.999512
	Iteration 24Q: 3 clusters Score -2961789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2961820.500000 Penalty: 5068.999512
	Iteration 25Q: 3 clusters Score -2961820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2961855.500000 Penalty: 5068.999512
	Iteration 26Q: 3 clusters Score -2961856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2961871.000000 Penalty: 5068.999512
	Iteration 27Q: 3 clusters Score -2961871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2961878.750000 Penalty: 5068.999512
	Iteration 28Q: 3 clusters Score -2961879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2961891.500000 Penalty: 5068.999512
	Iteration 29Q: 3 clusters Score -2961892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2961910.750000 Penalty: 5068.999512
	Iteration 30Q: 3 clusters Score -2961911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2961921.500000 Penalty: 5068.999512
	Iteration 31Q: 3 clusters Score -2961922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2961934.000000 Penalty: 5068.999512
	Iteration 32Q: 3 clusters Score -2961934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2961942.000000 Penalty: 5068.999512
	Iteration 33Q: 3 clusters Score -2961942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2961953.500000 Penalty: 5068.999512
	Iteration 34Q: 3 clusters Score -2961954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2961960.000000 Penalty: 5068.999512
	Iteration 35Q: 3 clusters Score -2961960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2961965.250000 Penalty: 5068.999512
	Iteration 36Q: 3 clusters Score -2961965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2961972.500000 Penalty: 5068.999512
	Iteration 37Q: 3 clusters Score -2961972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2961969.000000 Penalty: 5068.999512
	Iteration 38Q: 3 clusters Score -2961969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2961979.000000 Penalty: 5068.999512
	Iteration 39Q: 3 clusters Score -2961979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -2961986.250000 Penalty: 5068.999512
	Iteration 40F: 3 clusters Score -2961986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -2961982.750000 Penalty: 5068.999512
	Iteration 41Q: 3 clusters Score -2961983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2961983.750000 Penalty: 5068.999512
	Iteration 42Q: 3 clusters Score -2961984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2961988.250000 Penalty: 5068.999512
	Iteration 43Q: 3 clusters Score -2961988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -2961982.500000 Penalty: 5068.999512
	Iteration 44Q: 3 clusters Score -2961982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2961995.500000 Penalty: 5068.999512
	Iteration 45Q: 3 clusters Score -2961996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2961989.500000 Penalty: 5068.999512
	Iteration 46Q: 3 clusters Score -2961990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2961997.000000 Penalty: 5068.999512
	Iteration 47Q: 3 clusters Score -2961997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2962005.500000 Penalty: 5068.999512
	Iteration 48Q: 3 clusters Score -2962006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -2962007.500000 Penalty: 5068.999512
	Iteration 49Q: 3 clusters Score -2962008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2962011.500000 Penalty: 5068.999512
	Iteration 50Q: 3 clusters Score -2962012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2962012.000000 Penalty: 5068.999512
	Iteration 51Q: 3 clusters Score -2962012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2962011.000000 Penalty: 5068.999512
	Iteration 52Q: 3 clusters Score -2962011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2962012.500000 Penalty: 5068.999512
	Iteration 53Q: 3 clusters Score -2962012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2962008.750000 Penalty: 5068.999512
	Iteration 54Q: 3 clusters Score -2962009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2962013.000000 Penalty: 5068.999512
	Iteration 55Q: 3 clusters Score -2962013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -2962015.250000 Penalty: 5068.999512
	Iteration 56Q: 3 clusters Score -2962015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2962014.500000 Penalty: 5068.999512
	Iteration 57Q: 3 clusters Score -2962014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -2962011.750000 Penalty: 5068.999512
	Iteration 58Q: 3 clusters Score -2962012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2962011.000000 Penalty: 5068.999512
	Iteration 59Q: 3 clusters Score -2962011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2962013.250000 Penalty: 5068.999512
	Iteration 60F: 3 clusters Score -2962013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2962014.250000 Penalty: 5068.999512
	Iteration 61Q: 3 clusters Score -2962014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2962014.000000 Penalty: 5068.999512
	Iteration 62Q: 3 clusters Score -2962014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2962009.500000 Penalty: 5068.999512
	Iteration 63Q: 3 clusters Score -2962010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2962012.000000 Penalty: 5068.999512
	Iteration 64Q: 3 clusters Score -2962012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2962011.250000 Penalty: 5068.999512
	Iteration 65Q: 3 clusters Score -2962011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2962009.250000 Penalty: 5068.999512
	Iteration 66Q: 3 clusters Score -2962009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2962007.250000 Penalty: 5068.999512
	Iteration 67Q: 3 clusters Score -2962007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2962007.250000 Penalty: 5068.999512
	Iteration 68F: 3 clusters Score -2962007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -754355.500000 Penalty: 2201.279053
	Iteration 0F: 2 clusters Score -754355.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -748482.875000 Penalty: 4402.558105
	Iteration 0F: 3 clusters Score -748482.9 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -750024.375000 Penalty: 4402.558105
	Iteration 1F: 3 clusters Score -750024.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -750266.500000 Penalty: 4402.558105
	Iteration 2F: 3 clusters Score -750266.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -750427.625000 Penalty: 4402.558105
	Iteration 3Q: 3 clusters Score -750427.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -750537.312500 Penalty: 4402.558105
	Iteration 4Q: 3 clusters Score -750537.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -750622.937500 Penalty: 4402.558105
	Iteration 5Q: 3 clusters Score -750622.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -750688.250000 Penalty: 4402.558105
	Iteration 6Q: 3 clusters Score -750688.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -750732.812500 Penalty: 4402.558105
	Iteration 7Q: 3 clusters Score -750732.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -750767.625000 Penalty: 4402.558105
	Iteration 8Q: 3 clusters Score -750767.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -750804.312500 Penalty: 4402.558105
	Iteration 9Q: 3 clusters Score -750804.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -750835.062500 Penalty: 4402.558105
	Iteration 10Q: 3 clusters Score -750835.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -750864.750000 Penalty: 4402.558105
	Iteration 11Q: 3 clusters Score -750864.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -750891.187500 Penalty: 4402.558105
	Iteration 12Q: 3 clusters Score -750891.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -750915.125000 Penalty: 4402.558105
	Iteration 13Q: 3 clusters Score -750915.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -750946.062500 Penalty: 4402.558105
	Iteration 14Q: 3 clusters Score -750946.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -750978.250000 Penalty: 4402.558105
	Iteration 15Q: 3 clusters Score -750978.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -751004.437500 Penalty: 4402.558105
	Iteration 16Q: 3 clusters Score -751004.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -751030.312500 Penalty: 4402.558105
	Iteration 17Q: 3 clusters Score -751030.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -751052.687500 Penalty: 4402.558105
	Iteration 18Q: 3 clusters Score -751052.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -751087.500000 Penalty: 4402.558105
	Iteration 19Q: 3 clusters Score -751087.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -751125.687500 Penalty: 4402.558105
	Iteration 20F: 3 clusters Score -751125.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -751172.687500 Penalty: 4402.558105
	Iteration 21Q: 3 clusters Score -751172.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -751219.937500 Penalty: 4402.558105
	Iteration 22Q: 3 clusters Score -751219.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -751262.937500 Penalty: 4402.558105
	Iteration 23Q: 3 clusters Score -751262.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -751308.625000 Penalty: 4402.558105
	Iteration 24Q: 3 clusters Score -751308.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -751354.750000 Penalty: 4402.558105
	Iteration 25Q: 3 clusters Score -751354.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -751404.812500 Penalty: 4402.558105
	Iteration 26Q: 3 clusters Score -751404.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -751453.125000 Penalty: 4402.558105
	Iteration 27Q: 3 clusters Score -751453.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -751498.750000 Penalty: 4402.558105
	Iteration 28Q: 3 clusters Score -751498.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -751544.125000 Penalty: 4402.558105
	Iteration 29Q: 3 clusters Score -751544.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -751588.062500 Penalty: 4402.558105
	Iteration 30Q: 3 clusters Score -751588.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -751617.125000 Penalty: 4402.558105
	Iteration 31Q: 3 clusters Score -751617.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -751653.937500 Penalty: 4402.558105
	Iteration 32Q: 3 clusters Score -751653.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -751676.312500 Penalty: 4402.558105
	Iteration 33Q: 3 clusters Score -751676.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -751697.375000 Penalty: 4402.558105
	Iteration 34Q: 3 clusters Score -751697.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -751723.062500 Penalty: 4402.558105
	Iteration 35Q: 3 clusters Score -751723.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -751746.375000 Penalty: 4402.558105
	Iteration 36Q: 3 clusters Score -751746.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -751767.125000 Penalty: 4402.558105
	Iteration 37Q: 3 clusters Score -751767.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -751783.562500 Penalty: 4402.558105
	Iteration 38Q: 3 clusters Score -751783.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -751802.000000 Penalty: 4402.558105
	Iteration 39Q: 3 clusters Score -751802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -751823.625000 Penalty: 4402.558105
	Iteration 40F: 3 clusters Score -751823.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -751836.687500 Penalty: 4402.558105
	Iteration 41Q: 3 clusters Score -751836.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -751852.125000 Penalty: 4402.558105
	Iteration 42Q: 3 clusters Score -751852.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -751864.000000 Penalty: 4402.558105
	Iteration 43Q: 3 clusters Score -751864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -751870.250000 Penalty: 4402.558105
	Iteration 44Q: 3 clusters Score -751870.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -751878.187500 Penalty: 4402.558105
	Iteration 45Q: 3 clusters Score -751878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -751883.562500 Penalty: 4402.558105
	Iteration 46Q: 3 clusters Score -751883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -751885.062500 Penalty: 4402.558105
	Iteration 47Q: 3 clusters Score -751885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -751886.812500 Penalty: 4402.558105
	Iteration 48Q: 3 clusters Score -751886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -751889.812500 Penalty: 4402.558105
	Iteration 49Q: 3 clusters Score -751889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -751891.250000 Penalty: 4402.558105
	Iteration 50Q: 3 clusters Score -751891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -751890.062500 Penalty: 4402.558105
	Iteration 51Q: 3 clusters Score -751890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -751891.562500 Penalty: 4402.558105
	Iteration 52Q: 3 clusters Score -751891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -751893.687500 Penalty: 4402.558105
	Iteration 53Q: 3 clusters Score -751893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -751895.875000 Penalty: 4402.558105
	Iteration 54Q: 3 clusters Score -751895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -751898.250000 Penalty: 4402.558105
	Iteration 55Q: 3 clusters Score -751898.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -751899.937500 Penalty: 4402.558105
	Iteration 56Q: 3 clusters Score -751899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -751902.500000 Penalty: 4402.558105
	Iteration 57Q: 3 clusters Score -751902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -751906.625000 Penalty: 4402.558105
	Iteration 58Q: 3 clusters Score -751906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -751906.562500 Penalty: 4402.558105
	Iteration 59Q: 3 clusters Score -751906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -751908.375000 Penalty: 4402.558105
	Iteration 60F: 3 clusters Score -751908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -751908.375000 Penalty: 4402.558105
	Iteration 61Q: 3 clusters Score -751908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -751912.062500 Penalty: 4402.558105
	Iteration 62Q: 3 clusters Score -751912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -751913.250000 Penalty: 4402.558105
	Iteration 63Q: 3 clusters Score -751913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -751914.000000 Penalty: 4402.558105
	Iteration 64Q: 3 clusters Score -751914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -751914.500000 Penalty: 4402.558105
	Iteration 65Q: 3 clusters Score -751914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -751916.625000 Penalty: 4402.558105
	Iteration 66Q: 3 clusters Score -751916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -751917.687500 Penalty: 4402.558105
	Iteration 67Q: 3 clusters Score -751917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -751917.125000 Penalty: 4402.558105
	Iteration 68Q: 3 clusters Score -751917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -751920.125000 Penalty: 4402.558105
	Iteration 69Q: 3 clusters Score -751920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -751921.812500 Penalty: 4402.558105
	Iteration 70Q: 3 clusters Score -751921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -751922.562500 Penalty: 4402.558105
	Iteration 71Q: 3 clusters Score -751922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -751921.437500 Penalty: 4402.558105
	Iteration 72Q: 3 clusters Score -751921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -751922.312500 Penalty: 4402.558105
	Iteration 73Q: 3 clusters Score -751922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -751922.625000 Penalty: 4402.558105
	Iteration 74Q: 3 clusters Score -751922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -751922.375000 Penalty: 4402.558105
	Iteration 75Q: 3 clusters Score -751922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -751921.750000 Penalty: 4402.558105
	Iteration 76Q: 3 clusters Score -751921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -751923.000000 Penalty: 4402.558105
	Iteration 77Q: 3 clusters Score -751923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -751924.437500 Penalty: 4402.558105
	Iteration 78Q: 3 clusters Score -751924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -751925.750000 Penalty: 4402.558105
	Iteration 79Q: 3 clusters Score -751925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -751925.750000 Penalty: 4402.558105
	Iteration 80F: 3 clusters Score -751925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -32320.398438 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -32320.4 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 208 members 
Entering Unmasked Estep 
Score: -30979.884766 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -30979.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31208.359375 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -31208.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31388.962891 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -31388.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31495.734375 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -31495.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31529.390625 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -31529.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31557.292969 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -31557.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31589.583984 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -31589.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31606.925781 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -31606.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31636.755859 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -31636.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31639.250000 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -31639.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31640.316406 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -31640.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31641.687500 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -31641.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31641.687500 Penalty: 2961.745850
	Iteration 12F: 3 clusters Score -31641.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -84514.500000 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -84514.5 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 513 members 
Entering Unmasked Estep 
Score: -82627.828125 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -82627.83 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82876.195312 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -82876.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82994.265625 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -82994.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83074.046875 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -83074.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -83155.265625 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -83155.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83221.546875 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -83221.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -83282.929688 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -83282.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83409.632812 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -83409.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -83566.062500 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -83566.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83856.796875 Penalty: 3385.966553
	Iteration 9F: 3 clusters Score -83856.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84201.945312 Penalty: 3385.966553
	Iteration 10F: 3 clusters Score -84201.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84343.164062 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -84343.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84405.507812 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -84405.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84418.648438 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -84418.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84433.625000 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -84433.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84441.968750 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -84441.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84456.625000 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -84456.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -84465.218750 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -84465.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84467.242188 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -84467.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84467.242188 Penalty: 3385.966553
	Iteration 19F: 3 clusters Score -84467.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Entering Unmasked Estep 
Score: -4773260.000000 Penalty: 2653.203613
	Iteration 0F: 2 clusters Score -4773260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -4743296.500000 Penalty: 5306.407227
	Iteration 0F: 3 clusters Score -4743296 nChanged 20312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -4754644.000000 Penalty: 5306.407227
	Iteration 1F: 3 clusters Score -4754644 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4755235.500000 Penalty: 5306.407227
	Iteration 2Q: 3 clusters Score -4755236 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4755942.500000 Penalty: 5306.407227
	Iteration 3Q: 3 clusters Score -4755942 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4756740.500000 Penalty: 5306.407227
	Iteration 4Q: 3 clusters Score -4756740 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4757643.000000 Penalty: 5306.407227
	Iteration 5Q: 3 clusters Score -4757643 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4758663.000000 Penalty: 5306.407227
	Iteration 6Q: 3 clusters Score -4758663 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -4759916.500000 Penalty: 5306.407227
	Iteration 7F: 3 clusters Score -4759916 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4761527.500000 Penalty: 5306.407227
	Iteration 8F: 3 clusters Score -4761528 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4763385.000000 Penalty: 5306.407227
	Iteration 9F: 3 clusters Score -4763385 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -4765412.000000 Penalty: 5306.407227
	Iteration 10F: 3 clusters Score -4765412 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4767148.000000 Penalty: 5306.407227
	Iteration 11Q: 3 clusters Score -4767148 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4768587.500000 Penalty: 5306.407227
	Iteration 12Q: 3 clusters Score -4768588 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4769622.000000 Penalty: 5306.407227
	Iteration 13Q: 3 clusters Score -4769622 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4770186.500000 Penalty: 5306.407227
	Iteration 14Q: 3 clusters Score -4770186 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4770491.500000 Penalty: 5306.407227
	Iteration 15Q: 3 clusters Score -4770492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4770658.500000 Penalty: 5306.407227
	Iteration 16Q: 3 clusters Score -4770658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4770755.500000 Penalty: 5306.407227
	Iteration 17Q: 3 clusters Score -4770756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4770797.000000 Penalty: 5306.407227
	Iteration 18Q: 3 clusters Score -4770797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4770841.500000 Penalty: 5306.407227
	Iteration 19Q: 3 clusters Score -4770842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4770874.500000 Penalty: 5306.407227
	Iteration 20F: 3 clusters Score -4770874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4770903.000000 Penalty: 5306.407227
	Iteration 21Q: 3 clusters Score -4770903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4770926.000000 Penalty: 5306.407227
	Iteration 22Q: 3 clusters Score -4770926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4770934.000000 Penalty: 5306.407227
	Iteration 23Q: 3 clusters Score -4770934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4770937.500000 Penalty: 5306.407227
	Iteration 24Q: 3 clusters Score -4770938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4770944.000000 Penalty: 5306.407227
	Iteration 25Q: 3 clusters Score -4770944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4770947.000000 Penalty: 5306.407227
	Iteration 26Q: 3 clusters Score -4770947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4770944.000000 Penalty: 5306.407227
	Iteration 27Q: 3 clusters Score -4770944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4770945.500000 Penalty: 5306.407227
	Iteration 28Q: 3 clusters Score -4770946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4770952.000000 Penalty: 5306.407227
	Iteration 29Q: 3 clusters Score -4770952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4770953.000000 Penalty: 5306.407227
	Iteration 30Q: 3 clusters Score -4770953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4770951.000000 Penalty: 5306.407227
	Iteration 31Q: 3 clusters Score -4770951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4770955.000000 Penalty: 5306.407227
	Iteration 32Q: 3 clusters Score -4770955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4770956.500000 Penalty: 5306.407227
	Iteration 33Q: 3 clusters Score -4770956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4770956.500000 Penalty: 5306.407227
	Iteration 34F: 3 clusters Score -4770956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -680181.250000 Penalty: 2188.920898
	Iteration 0F: 2 clusters Score -680181.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -674504.750000 Penalty: 4377.841797
	Iteration 0F: 3 clusters Score -674504.8 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -676031.312500 Penalty: 4377.841797
	Iteration 1F: 3 clusters Score -676031.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -676391.125000 Penalty: 4377.841797
	Iteration 2F: 3 clusters Score -676391.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -676779.187500 Penalty: 4377.841797
	Iteration 3F: 3 clusters Score -676779.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -677187.750000 Penalty: 4377.841797
	Iteration 4F: 3 clusters Score -677187.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -677568.187500 Penalty: 4377.841797
	Iteration 5F: 3 clusters Score -677568.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -677904.812500 Penalty: 4377.841797
	Iteration 6F: 3 clusters Score -677904.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -678167.375000 Penalty: 4377.841797
	Iteration 7F: 3 clusters Score -678167.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -678374.375000 Penalty: 4377.841797
	Iteration 8Q: 3 clusters Score -678374.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -678521.437500 Penalty: 4377.841797
	Iteration 9Q: 3 clusters Score -678521.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -678601.187500 Penalty: 4377.841797
	Iteration 10Q: 3 clusters Score -678601.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -678661.250000 Penalty: 4377.841797
	Iteration 11Q: 3 clusters Score -678661.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -678705.187500 Penalty: 4377.841797
	Iteration 12Q: 3 clusters Score -678705.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -678745.125000 Penalty: 4377.841797
	Iteration 13Q: 3 clusters Score -678745.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -678778.312500 Penalty: 4377.841797
	Iteration 14Q: 3 clusters Score -678778.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -678809.125000 Penalty: 4377.841797
	Iteration 15Q: 3 clusters Score -678809.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -678832.250000 Penalty: 4377.841797
	Iteration 16Q: 3 clusters Score -678832.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -678854.937500 Penalty: 4377.841797
	Iteration 17Q: 3 clusters Score -678854.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -678871.375000 Penalty: 4377.841797
	Iteration 18Q: 3 clusters Score -678871.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -678884.625000 Penalty: 4377.841797
	Iteration 19Q: 3 clusters Score -678884.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -678893.437500 Penalty: 4377.841797
	Iteration 20F: 3 clusters Score -678893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -678900.312500 Penalty: 4377.841797
	Iteration 21Q: 3 clusters Score -678900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -678906.937500 Penalty: 4377.841797
	Iteration 22Q: 3 clusters Score -678906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -678914.375000 Penalty: 4377.841797
	Iteration 23Q: 3 clusters Score -678914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -678919.250000 Penalty: 4377.841797
	Iteration 24Q: 3 clusters Score -678919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -678923.187500 Penalty: 4377.841797
	Iteration 25Q: 3 clusters Score -678923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -678924.687500 Penalty: 4377.841797
	Iteration 26Q: 3 clusters Score -678924.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -678930.000000 Penalty: 4377.841797
	Iteration 27Q: 3 clusters Score -678930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -678934.750000 Penalty: 4377.841797
	Iteration 28Q: 3 clusters Score -678934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -678937.062500 Penalty: 4377.841797
	Iteration 29Q: 3 clusters Score -678937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -678941.875000 Penalty: 4377.841797
	Iteration 30Q: 3 clusters Score -678941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -678947.250000 Penalty: 4377.841797
	Iteration 31Q: 3 clusters Score -678947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -678948.812500 Penalty: 4377.841797
	Iteration 32Q: 3 clusters Score -678948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -678952.562500 Penalty: 4377.841797
	Iteration 33Q: 3 clusters Score -678952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -678952.562500 Penalty: 4377.841797
	Iteration 34F: 3 clusters Score -678952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Entering Unmasked Estep 
Score: -3034444.250000 Penalty: 2566.434570
	Iteration 0F: 2 clusters Score -3034444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3012959.000000 Penalty: 5132.869141
	Iteration 0F: 3 clusters Score -3012959 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3020652.250000 Penalty: 5132.869141
	Iteration 1F: 3 clusters Score -3020652 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3021163.000000 Penalty: 5132.869141
	Iteration 2Q: 3 clusters Score -3021163 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3021712.750000 Penalty: 5132.869141
	Iteration 3Q: 3 clusters Score -3021713 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3022374.500000 Penalty: 5132.869141
	Iteration 4Q: 3 clusters Score -3022374 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3023187.750000 Penalty: 5132.869141
	Iteration 5F: 3 clusters Score -3023188 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3024142.250000 Penalty: 5132.869141
	Iteration 6F: 3 clusters Score -3024142 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3025201.000000 Penalty: 5132.869141
	Iteration 7F: 3 clusters Score -3025201 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3026365.000000 Penalty: 5132.869141
	Iteration 8F: 3 clusters Score -3026365 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3027603.250000 Penalty: 5132.869141
	Iteration 9F: 3 clusters Score -3027603 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3028885.750000 Penalty: 5132.869141
	Iteration 10F: 3 clusters Score -3028886 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3030072.750000 Penalty: 5132.869141
	Iteration 11Q: 3 clusters Score -3030073 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3031075.250000 Penalty: 5132.869141
	Iteration 12Q: 3 clusters Score -3031075 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3031815.000000 Penalty: 5132.869141
	Iteration 13Q: 3 clusters Score -3031815 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3032311.250000 Penalty: 5132.869141
	Iteration 14Q: 3 clusters Score -3032311 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3032557.750000 Penalty: 5132.869141
	Iteration 15Q: 3 clusters Score -3032558 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3032727.500000 Penalty: 5132.869141
	Iteration 16Q: 3 clusters Score -3032728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3032825.500000 Penalty: 5132.869141
	Iteration 17Q: 3 clusters Score -3032826 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3032896.750000 Penalty: 5132.869141
	Iteration 18Q: 3 clusters Score -3032897 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3032945.000000 Penalty: 5132.869141
	Iteration 19Q: 3 clusters Score -3032945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3033000.250000 Penalty: 5132.869141
	Iteration 20F: 3 clusters Score -3033000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3033044.500000 Penalty: 5132.869141
	Iteration 21Q: 3 clusters Score -3033044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3033084.750000 Penalty: 5132.869141
	Iteration 22Q: 3 clusters Score -3033085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3033111.000000 Penalty: 5132.869141
	Iteration 23Q: 3 clusters Score -3033111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3033143.500000 Penalty: 5132.869141
	Iteration 24Q: 3 clusters Score -3033144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3033173.500000 Penalty: 5132.869141
	Iteration 25Q: 3 clusters Score -3033174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3033204.500000 Penalty: 5132.869141
	Iteration 26Q: 3 clusters Score -3033204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3033223.500000 Penalty: 5132.869141
	Iteration 27Q: 3 clusters Score -3033224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3033240.250000 Penalty: 5132.869141
	Iteration 28Q: 3 clusters Score -3033240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3033263.500000 Penalty: 5132.869141
	Iteration 29Q: 3 clusters Score -3033264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3033276.500000 Penalty: 5132.869141
	Iteration 30Q: 3 clusters Score -3033276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3033290.000000 Penalty: 5132.869141
	Iteration 31Q: 3 clusters Score -3033290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3033302.250000 Penalty: 5132.869141
	Iteration 32Q: 3 clusters Score -3033302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3033304.500000 Penalty: 5132.869141
	Iteration 33Q: 3 clusters Score -3033304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3033308.250000 Penalty: 5132.869141
	Iteration 34Q: 3 clusters Score -3033308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3033313.000000 Penalty: 5132.869141
	Iteration 35Q: 3 clusters Score -3033313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3033313.000000 Penalty: 5132.869141
	Iteration 36Q: 3 clusters Score -3033313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3033316.750000 Penalty: 5132.869141
	Iteration 37Q: 3 clusters Score -3033317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3033316.000000 Penalty: 5132.869141
	Iteration 38Q: 3 clusters Score -3033316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3033318.750000 Penalty: 5132.869141
	Iteration 39Q: 3 clusters Score -3033319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3033321.750000 Penalty: 5132.869141
	Iteration 40F: 3 clusters Score -3033322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3033322.750000 Penalty: 5132.869141
	Iteration 41Q: 3 clusters Score -3033323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3033326.500000 Penalty: 5132.869141
	Iteration 42Q: 3 clusters Score -3033326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3033328.250000 Penalty: 5132.869141
	Iteration 43Q: 3 clusters Score -3033328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -3033330.000000 Penalty: 5132.869141
	Iteration 44Q: 3 clusters Score -3033330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3033331.000000 Penalty: 5132.869141
	Iteration 45Q: 3 clusters Score -3033331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3033333.500000 Penalty: 5132.869141
	Iteration 46Q: 3 clusters Score -3033334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3033333.500000 Penalty: 5132.869141
	Iteration 47F: 3 clusters Score -3033334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Entering Unmasked Estep 
Score: -13171490.000000 Penalty: 2907.114990
	Iteration 0F: 2 clusters Score -1.317149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -13089230.000000 Penalty: 5814.229980
	Iteration 0F: 3 clusters Score -1.308923e+07 nChanged 58554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -13122412.000000 Penalty: 5814.229980
	Iteration 1F: 3 clusters Score -1.312241e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -13123207.000000 Penalty: 5814.229980
	Iteration 2Q: 3 clusters Score -1.312321e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -13124296.000000 Penalty: 5814.229980
	Iteration 3Q: 3 clusters Score -1.31243e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -13125579.000000 Penalty: 5814.229980
	Iteration 4Q: 3 clusters Score -1.312558e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -13127415.000000 Penalty: 5814.229980
	Iteration 5Q: 3 clusters Score -1.312742e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -13130040.000000 Penalty: 5814.229980
	Iteration 6Q: 3 clusters Score -1.313004e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -13133687.000000 Penalty: 5814.229980
	Iteration 7F: 3 clusters Score -1.313369e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -13138747.000000 Penalty: 5814.229980
	Iteration 8F: 3 clusters Score -1.313875e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -13145706.000000 Penalty: 5814.229980
	Iteration 9F: 3 clusters Score -1.314571e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -13152986.000000 Penalty: 5814.229980
	Iteration 10F: 3 clusters Score -1.315299e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -13158064.000000 Penalty: 5814.229980
	Iteration 11F: 3 clusters Score -1.315806e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -13160227.000000 Penalty: 5814.229980
	Iteration 12Q: 3 clusters Score -1.316023e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -13161179.000000 Penalty: 5814.229980
	Iteration 13Q: 3 clusters Score -1.316118e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
Score: -13161769.000000 Penalty: 5814.229980
	Iteration 14Q: 3 clusters Score -1.316177e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -13162221.000000 Penalty: 5814.229980
	Iteration 15Q: 3 clusters Score -1.316222e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -13162551.000000 Penalty: 5814.229980
	Iteration 16Q: 3 clusters Score -1.316255e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -13162901.000000 Penalty: 5814.229980
	Iteration 17Q: 3 clusters Score -1.31629e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -13163236.000000 Penalty: 5814.229980
	Iteration 18Q: 3 clusters Score -1.316324e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -13163542.000000 Penalty: 5814.229980
	Iteration 19Q: 3 clusters Score -1.316354e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -13163808.000000 Penalty: 5814.229980
	Iteration 20F: 3 clusters Score -1.316381e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -13164086.000000 Penalty: 5814.229980
	Iteration 21Q: 3 clusters Score -1.316409e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -13164341.000000 Penalty: 5814.229980
	Iteration 22Q: 3 clusters Score -1.316434e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -13164666.000000 Penalty: 5814.229980
	Iteration 23Q: 3 clusters Score -1.316467e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -13164900.000000 Penalty: 5814.229980
	Iteration 24Q: 3 clusters Score -1.31649e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -13165093.000000 Penalty: 5814.229980
	Iteration 25Q: 3 clusters Score -1.316509e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -13165254.000000 Penalty: 5814.229980
	Iteration 26Q: 3 clusters Score -1.316525e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 106212 members 
Entering Unmasked Estep 
Score: -13165600.000000 Penalty: 5814.229980
	Iteration 27Q: 3 clusters Score -1.31656e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -13165897.000000 Penalty: 5814.229980
	Iteration 28Q: 3 clusters Score -1.31659e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -13166141.000000 Penalty: 5814.229980
	Iteration 29Q: 3 clusters Score -1.316614e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -13166455.000000 Penalty: 5814.229980
	Iteration 30Q: 3 clusters Score -1.316646e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -13166737.000000 Penalty: 5814.229980
	Iteration 31Q: 3 clusters Score -1.316674e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -13167058.000000 Penalty: 5814.229980
	Iteration 32Q: 3 clusters Score -1.316706e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 111902 members 
Entering Unmasked Estep 
Score: -13167352.000000 Penalty: 5814.229980
	Iteration 33Q: 3 clusters Score -1.316735e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 112707 members 
Entering Unmasked Estep 
Score: -13167568.000000 Penalty: 5814.229980
	Iteration 34Q: 3 clusters Score -1.316757e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 113458 members 
Entering Unmasked Estep 
Score: -13167747.000000 Penalty: 5814.229980
	Iteration 35Q: 3 clusters Score -1.316775e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -13168005.000000 Penalty: 5814.229980
	Iteration 36Q: 3 clusters Score -1.3168e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -13168208.000000 Penalty: 5814.229980
	Iteration 37Q: 3 clusters Score -1.316821e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
Score: -13168351.000000 Penalty: 5814.229980
	Iteration 38Q: 3 clusters Score -1.316835e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -13168519.000000 Penalty: 5814.229980
	Iteration 39Q: 3 clusters Score -1.316852e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -13168687.000000 Penalty: 5814.229980
	Iteration 40F: 3 clusters Score -1.316869e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 116888 members 
Entering Unmasked Estep 
Score: -13168801.000000 Penalty: 5814.229980
	Iteration 41Q: 3 clusters Score -1.31688e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -13168848.000000 Penalty: 5814.229980
	Iteration 42Q: 3 clusters Score -1.316885e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -13168907.000000 Penalty: 5814.229980
	Iteration 43Q: 3 clusters Score -1.316891e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -13168987.000000 Penalty: 5814.229980
	Iteration 44Q: 3 clusters Score -1.316899e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -13169022.000000 Penalty: 5814.229980
	Iteration 45Q: 3 clusters Score -1.316902e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 118290 members 
Entering Unmasked Estep 
Score: -13169068.000000 Penalty: 5814.229980
	Iteration 46Q: 3 clusters Score -1.316907e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -13169099.000000 Penalty: 5814.229980
	Iteration 47Q: 3 clusters Score -1.31691e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -13169127.000000 Penalty: 5814.229980
	Iteration 48Q: 3 clusters Score -1.316913e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -13169139.000000 Penalty: 5814.229980
	Iteration 49Q: 3 clusters Score -1.316914e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -13169147.000000 Penalty: 5814.229980
	Iteration 50Q: 3 clusters Score -1.316915e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -13169183.000000 Penalty: 5814.229980
	Iteration 51Q: 3 clusters Score -1.316918e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -13169189.000000 Penalty: 5814.229980
	Iteration 52Q: 3 clusters Score -1.316919e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -13169227.000000 Penalty: 5814.229980
	Iteration 53Q: 3 clusters Score -1.316923e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -13169256.000000 Penalty: 5814.229980
	Iteration 54Q: 3 clusters Score -1.316926e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -13169270.000000 Penalty: 5814.229980
	Iteration 55Q: 3 clusters Score -1.316927e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 119387 members 
Entering Unmasked Estep 
Score: -13169282.000000 Penalty: 5814.229980
	Iteration 56Q: 3 clusters Score -1.316928e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -13169267.000000 Penalty: 5814.229980
	Iteration 57Q: 3 clusters Score -1.316927e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 119539 members 
Entering Unmasked Estep 
Score: -13169262.000000 Penalty: 5814.229980
	Iteration 58Q: 3 clusters Score -1.316926e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 119612 members 
Entering Unmasked Estep 
Score: -13169246.000000 Penalty: 5814.229980
	Iteration 59Q: 3 clusters Score -1.316925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -13169263.000000 Penalty: 5814.229980
	Iteration 60F: 3 clusters Score -1.316926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 119752 members 
Entering Unmasked Estep 
Score: -13169266.000000 Penalty: 5814.229980
	Iteration 61Q: 3 clusters Score -1.316927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 119825 members 
Entering Unmasked Estep 
Score: -13169306.000000 Penalty: 5814.229980
	Iteration 62Q: 3 clusters Score -1.316931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 119886 members 
Entering Unmasked Estep 
Score: -13169296.000000 Penalty: 5814.229980
	Iteration 63Q: 3 clusters Score -1.31693e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 119949 members 
Entering Unmasked Estep 
Score: -13169292.000000 Penalty: 5814.229980
	Iteration 64Q: 3 clusters Score -1.316929e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -13169331.000000 Penalty: 5814.229980
	Iteration 65Q: 3 clusters Score -1.316933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -13169329.000000 Penalty: 5814.229980
	Iteration 66Q: 3 clusters Score -1.316933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -13169334.000000 Penalty: 5814.229980
	Iteration 67Q: 3 clusters Score -1.316933e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -13169328.000000 Penalty: 5814.229980
	Iteration 68Q: 3 clusters Score -1.316933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -13169340.000000 Penalty: 5814.229980
	Iteration 69Q: 3 clusters Score -1.316934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -13169350.000000 Penalty: 5814.229980
	Iteration 70Q: 3 clusters Score -1.316935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 120240 members 
Entering Unmasked Estep 
Score: -13169369.000000 Penalty: 5814.229980
	Iteration 71Q: 3 clusters Score -1.316937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -13169379.000000 Penalty: 5814.229980
	Iteration 72Q: 3 clusters Score -1.316938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -13169382.000000 Penalty: 5814.229980
	Iteration 73Q: 3 clusters Score -1.316938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 120280 members 
Entering Unmasked Estep 
Score: -13169377.000000 Penalty: 5814.229980
	Iteration 74Q: 3 clusters Score -1.316938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -13169365.000000 Penalty: 5814.229980
	Iteration 75Q: 3 clusters Score -1.316936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 120293 members 
Entering Unmasked Estep 
Score: -13169373.000000 Penalty: 5814.229980
	Iteration 76Q: 3 clusters Score -1.316937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 120300 members 
Entering Unmasked Estep 
Score: -13169381.000000 Penalty: 5814.229980
	Iteration 77Q: 3 clusters Score -1.316938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -13169372.000000 Penalty: 5814.229980
	Iteration 78Q: 3 clusters Score -1.316937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 120311 members 
Entering Unmasked Estep 
Score: -13169380.000000 Penalty: 5814.229980
	Iteration 79Q: 3 clusters Score -1.316938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
Score: -13169397.000000 Penalty: 5814.229980
	Iteration 80F: 3 clusters Score -1.31694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 120321 members 
Entering Unmasked Estep 
Score: -13169388.000000 Penalty: 5814.229980
	Iteration 81Q: 3 clusters Score -1.316939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 120328 members 
Entering Unmasked Estep 
Score: -13169394.000000 Penalty: 5814.229980
	Iteration 82Q: 3 clusters Score -1.316939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -13169387.000000 Penalty: 5814.229980
	Iteration 83Q: 3 clusters Score -1.316939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -13169390.000000 Penalty: 5814.229980
	Iteration 84Q: 3 clusters Score -1.316939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -13169383.000000 Penalty: 5814.229980
	Iteration 85Q: 3 clusters Score -1.316938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -13169376.000000 Penalty: 5814.229980
	Iteration 86Q: 3 clusters Score -1.316938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 120350 members 
Entering Unmasked Estep 
Score: -13169376.000000 Penalty: 5814.229980
	Iteration 87Q: 3 clusters Score -1.316938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -13169369.000000 Penalty: 5814.229980
	Iteration 88Q: 3 clusters Score -1.316937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -13169364.000000 Penalty: 5814.229980
	Iteration 89Q: 3 clusters Score -1.316936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -13169371.000000 Penalty: 5814.229980
	Iteration 90Q: 3 clusters Score -1.316937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -13169366.000000 Penalty: 5814.229980
	Iteration 91Q: 3 clusters Score -1.316937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -13169377.000000 Penalty: 5814.229980
	Iteration 92Q: 3 clusters Score -1.316938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -13169380.000000 Penalty: 5814.229980
	Iteration 93Q: 3 clusters Score -1.316938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -13169380.000000 Penalty: 5814.229980
	Iteration 94Q: 3 clusters Score -1.316938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 120400 members 
Entering Unmasked Estep 
Score: -13169375.000000 Penalty: 5814.229980
	Iteration 95Q: 3 clusters Score -1.316938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -13169372.000000 Penalty: 5814.229980
	Iteration 96Q: 3 clusters Score -1.316937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -13169376.000000 Penalty: 5814.229980
	Iteration 97Q: 3 clusters Score -1.316938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -13169380.000000 Penalty: 5814.229980
	Iteration 98Q: 3 clusters Score -1.316938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -13169380.000000 Penalty: 5814.229980
	Iteration 99F: 3 clusters Score -1.316938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -294820.500000 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -294820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -291364.093750 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -291364.1 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -292170.000000 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -292170 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -292325.468750 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -292325.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -292412.937500 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -292412.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -292477.875000 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -292477.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -292518.718750 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -292518.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -292548.343750 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -292548.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -292568.781250 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -292568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -292594.531250 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -292594.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -292618.875000 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -292618.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -292635.187500 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -292635.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -292650.000000 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -292650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -292662.281250 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -292662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -292675.656250 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -292675.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -292696.281250 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -292696.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -292718.000000 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -292718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -292734.875000 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -292734.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -292750.843750 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -292750.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -292768.812500 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -292768.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -292788.750000 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -292788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -292807.593750 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -292807.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -292823.656250 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -292823.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -292834.468750 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -292834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -292842.281250 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -292842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -292848.781250 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -292848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -292853.218750 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -292853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -292861.906250 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -292861.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -292873.218750 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -292873.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -292883.843750 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -292883.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -292895.687500 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -292895.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -292906.375000 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -292906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -292925.562500 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -292925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -292950.812500 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -292950.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -292973.718750 Penalty: 4025.298096
	Iteration 33Q: 3 clusters Score -292973.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -292983.000000 Penalty: 4025.298096
	Iteration 34Q: 3 clusters Score -292983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -292988.312500 Penalty: 4025.298096
	Iteration 35Q: 3 clusters Score -292988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -292993.437500 Penalty: 4025.298096
	Iteration 36Q: 3 clusters Score -292993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -292997.093750 Penalty: 4025.298096
	Iteration 37Q: 3 clusters Score -292997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -292997.812500 Penalty: 4025.298096
	Iteration 38Q: 3 clusters Score -292997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -292999.437500 Penalty: 4025.298096
	Iteration 39Q: 3 clusters Score -292999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -293002.906250 Penalty: 4025.298096
	Iteration 40F: 3 clusters Score -293002.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -293008.093750 Penalty: 4025.298096
	Iteration 41Q: 3 clusters Score -293008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -293012.781250 Penalty: 4025.298096
	Iteration 42Q: 3 clusters Score -293012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -293017.687500 Penalty: 4025.298096
	Iteration 43Q: 3 clusters Score -293017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -293022.125000 Penalty: 4025.298096
	Iteration 44Q: 3 clusters Score -293022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -293027.500000 Penalty: 4025.298096
	Iteration 45Q: 3 clusters Score -293027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -293030.718750 Penalty: 4025.298096
	Iteration 46Q: 3 clusters Score -293030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -293034.812500 Penalty: 4025.298096
	Iteration 47Q: 3 clusters Score -293034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -293037.843750 Penalty: 4025.298096
	Iteration 48Q: 3 clusters Score -293037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -293040.250000 Penalty: 4025.298096
	Iteration 49Q: 3 clusters Score -293040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -293042.250000 Penalty: 4025.298096
	Iteration 50Q: 3 clusters Score -293042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -293044.937500 Penalty: 4025.298096
	Iteration 51Q: 3 clusters Score -293044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -293045.500000 Penalty: 4025.298096
	Iteration 52Q: 3 clusters Score -293045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -293047.875000 Penalty: 4025.298096
	Iteration 53Q: 3 clusters Score -293047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -293048.281250 Penalty: 4025.298096
	Iteration 54Q: 3 clusters Score -293048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -293048.375000 Penalty: 4025.298096
	Iteration 55Q: 3 clusters Score -293048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -293048.375000 Penalty: 4025.298096
	Iteration 56F: 3 clusters Score -293048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Entering Unmasked Estep 
Score: -3156551.000000 Penalty: 2553.366699
	Iteration 0F: 2 clusters Score -3156551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3136240.250000 Penalty: 5106.733398
	Iteration 0F: 3 clusters Score -3136240 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3143275.250000 Penalty: 5106.733398
	Iteration 1F: 3 clusters Score -3143275 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3143679.500000 Penalty: 5106.733398
	Iteration 2Q: 3 clusters Score -3143680 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3143978.500000 Penalty: 5106.733398
	Iteration 3Q: 3 clusters Score -3143978 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3144236.250000 Penalty: 5106.733398
	Iteration 4Q: 3 clusters Score -3144236 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3144449.750000 Penalty: 5106.733398
	Iteration 5Q: 3 clusters Score -3144450 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3144615.500000 Penalty: 5106.733398
	Iteration 6Q: 3 clusters Score -3144616 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3144783.750000 Penalty: 5106.733398
	Iteration 7Q: 3 clusters Score -3144784 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3144977.500000 Penalty: 5106.733398
	Iteration 8Q: 3 clusters Score -3144978 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3145220.750000 Penalty: 5106.733398
	Iteration 9Q: 3 clusters Score -3145221 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3145524.750000 Penalty: 5106.733398
	Iteration 10Q: 3 clusters Score -3145525 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3145969.000000 Penalty: 5106.733398
	Iteration 11Q: 3 clusters Score -3145969 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3146577.250000 Penalty: 5106.733398
	Iteration 12Q: 3 clusters Score -3146577 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3147572.000000 Penalty: 5106.733398
	Iteration 13F: 3 clusters Score -3147572 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3148979.250000 Penalty: 5106.733398
	Iteration 14F: 3 clusters Score -3148979 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3150603.000000 Penalty: 5106.733398
	Iteration 15F: 3 clusters Score -3150603 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3152066.250000 Penalty: 5106.733398
	Iteration 16F: 3 clusters Score -3152066 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3153071.000000 Penalty: 5106.733398
	Iteration 17Q: 3 clusters Score -3153071 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3153666.750000 Penalty: 5106.733398
	Iteration 18Q: 3 clusters Score -3153667 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3153949.500000 Penalty: 5106.733398
	Iteration 19Q: 3 clusters Score -3153950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3154085.500000 Penalty: 5106.733398
	Iteration 20F: 3 clusters Score -3154086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3154158.500000 Penalty: 5106.733398
	Iteration 21Q: 3 clusters Score -3154158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3154207.500000 Penalty: 5106.733398
	Iteration 22Q: 3 clusters Score -3154208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3154228.750000 Penalty: 5106.733398
	Iteration 23Q: 3 clusters Score -3154229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3154238.750000 Penalty: 5106.733398
	Iteration 24Q: 3 clusters Score -3154239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3154255.000000 Penalty: 5106.733398
	Iteration 25Q: 3 clusters Score -3154255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3154262.750000 Penalty: 5106.733398
	Iteration 26Q: 3 clusters Score -3154263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3154287.250000 Penalty: 5106.733398
	Iteration 27Q: 3 clusters Score -3154287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -3154295.750000 Penalty: 5106.733398
	Iteration 28Q: 3 clusters Score -3154296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3154298.750000 Penalty: 5106.733398
	Iteration 29Q: 3 clusters Score -3154299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3154303.750000 Penalty: 5106.733398
	Iteration 30Q: 3 clusters Score -3154304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3154314.250000 Penalty: 5106.733398
	Iteration 31Q: 3 clusters Score -3154314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3154322.750000 Penalty: 5106.733398
	Iteration 32Q: 3 clusters Score -3154323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3154327.750000 Penalty: 5106.733398
	Iteration 33Q: 3 clusters Score -3154328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3154332.000000 Penalty: 5106.733398
	Iteration 34Q: 3 clusters Score -3154332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3154331.000000 Penalty: 5106.733398
	Iteration 35Q: 3 clusters Score -3154331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3154331.000000 Penalty: 5106.733398
	Iteration 36F: 3 clusters Score -3154331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Entering Unmasked Estep 
Score: -1983680.375000 Penalty: 2434.873535
	Iteration 0F: 2 clusters Score -1983680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1970638.375000 Penalty: 4869.747070
	Iteration 0F: 3 clusters Score -1970638 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1974936.750000 Penalty: 4869.747070
	Iteration 1F: 3 clusters Score -1974937 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1975342.750000 Penalty: 4869.747070
	Iteration 2F: 3 clusters Score -1975343 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1975729.000000 Penalty: 4869.747070
	Iteration 3Q: 3 clusters Score -1975729 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1976122.750000 Penalty: 4869.747070
	Iteration 4Q: 3 clusters Score -1976123 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1976619.000000 Penalty: 4869.747070
	Iteration 5F: 3 clusters Score -1976619 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1977236.000000 Penalty: 4869.747070
	Iteration 6F: 3 clusters Score -1977236 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1978065.750000 Penalty: 4869.747070
	Iteration 7F: 3 clusters Score -1978066 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1979076.125000 Penalty: 4869.747070
	Iteration 8F: 3 clusters Score -1979076 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1980009.125000 Penalty: 4869.747070
	Iteration 9F: 3 clusters Score -1980009 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1980735.250000 Penalty: 4869.747070
	Iteration 10Q: 3 clusters Score -1980735 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1981167.750000 Penalty: 4869.747070
	Iteration 11Q: 3 clusters Score -1981168 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1981388.750000 Penalty: 4869.747070
	Iteration 12Q: 3 clusters Score -1981389 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1981501.375000 Penalty: 4869.747070
	Iteration 13Q: 3 clusters Score -1981501 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1981572.375000 Penalty: 4869.747070
	Iteration 14Q: 3 clusters Score -1981572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1981610.625000 Penalty: 4869.747070
	Iteration 15Q: 3 clusters Score -1981611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1981640.375000 Penalty: 4869.747070
	Iteration 16Q: 3 clusters Score -1981640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1981659.250000 Penalty: 4869.747070
	Iteration 17Q: 3 clusters Score -1981659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1981681.000000 Penalty: 4869.747070
	Iteration 18Q: 3 clusters Score -1981681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1981686.375000 Penalty: 4869.747070
	Iteration 19Q: 3 clusters Score -1981686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1981694.625000 Penalty: 4869.747070
	Iteration 20F: 3 clusters Score -1981695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1981698.125000 Penalty: 4869.747070
	Iteration 21Q: 3 clusters Score -1981698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1981701.000000 Penalty: 4869.747070
	Iteration 22Q: 3 clusters Score -1981701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1981708.750000 Penalty: 4869.747070
	Iteration 23Q: 3 clusters Score -1981709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1981716.500000 Penalty: 4869.747070
	Iteration 24Q: 3 clusters Score -1981716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1981719.875000 Penalty: 4869.747070
	Iteration 25Q: 3 clusters Score -1981720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1981719.625000 Penalty: 4869.747070
	Iteration 26Q: 3 clusters Score -1981720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1981720.375000 Penalty: 4869.747070
	Iteration 27Q: 3 clusters Score -1981720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1981725.500000 Penalty: 4869.747070
	Iteration 28Q: 3 clusters Score -1981726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1981727.750000 Penalty: 4869.747070
	Iteration 29Q: 3 clusters Score -1981728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1981731.625000 Penalty: 4869.747070
	Iteration 30Q: 3 clusters Score -1981732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1981734.125000 Penalty: 4869.747070
	Iteration 31Q: 3 clusters Score -1981734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1981735.375000 Penalty: 4869.747070
	Iteration 32Q: 3 clusters Score -1981735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1981736.750000 Penalty: 4869.747070
	Iteration 33Q: 3 clusters Score -1981737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1981741.250000 Penalty: 4869.747070
	Iteration 34Q: 3 clusters Score -1981741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1981739.625000 Penalty: 4869.747070
	Iteration 35Q: 3 clusters Score -1981740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1981741.000000 Penalty: 4869.747070
	Iteration 36Q: 3 clusters Score -1981741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1981740.750000 Penalty: 4869.747070
	Iteration 37Q: 3 clusters Score -1981741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1981743.625000 Penalty: 4869.747070
	Iteration 38Q: 3 clusters Score -1981744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1981747.375000 Penalty: 4869.747070
	Iteration 39Q: 3 clusters Score -1981747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1981745.500000 Penalty: 4869.747070
	Iteration 40F: 3 clusters Score -1981746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1981744.125000 Penalty: 4869.747070
	Iteration 41Q: 3 clusters Score -1981744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1981746.125000 Penalty: 4869.747070
	Iteration 42Q: 3 clusters Score -1981746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1981748.000000 Penalty: 4869.747070
	Iteration 43Q: 3 clusters Score -1981748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1981747.875000 Penalty: 4869.747070
	Iteration 44Q: 3 clusters Score -1981748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1981753.000000 Penalty: 4869.747070
	Iteration 45Q: 3 clusters Score -1981753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1981754.250000 Penalty: 4869.747070
	Iteration 46Q: 3 clusters Score -1981754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1981758.625000 Penalty: 4869.747070
	Iteration 47Q: 3 clusters Score -1981759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1981757.875000 Penalty: 4869.747070
	Iteration 48Q: 3 clusters Score -1981758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1981761.250000 Penalty: 4869.747070
	Iteration 49Q: 3 clusters Score -1981761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1981758.250000 Penalty: 4869.747070
	Iteration 50Q: 3 clusters Score -1981758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1981759.625000 Penalty: 4869.747070
	Iteration 51Q: 3 clusters Score -1981760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1981756.875000 Penalty: 4869.747070
	Iteration 52Q: 3 clusters Score -1981757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1981759.375000 Penalty: 4869.747070
	Iteration 53Q: 3 clusters Score -1981759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1981761.875000 Penalty: 4869.747070
	Iteration 54Q: 3 clusters Score -1981762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1981762.500000 Penalty: 4869.747070
	Iteration 55Q: 3 clusters Score -1981762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1981763.375000 Penalty: 4869.747070
	Iteration 56Q: 3 clusters Score -1981763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1981764.500000 Penalty: 4869.747070
	Iteration 57Q: 3 clusters Score -1981764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1981762.875000 Penalty: 4869.747070
	Iteration 58Q: 3 clusters Score -1981763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1981765.000000 Penalty: 4869.747070
	Iteration 59Q: 3 clusters Score -1981765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1981766.500000 Penalty: 4869.747070
	Iteration 60F: 3 clusters Score -1981766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1981766.375000 Penalty: 4869.747070
	Iteration 61Q: 3 clusters Score -1981766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1981766.500000 Penalty: 4869.747070
	Iteration 62Q: 3 clusters Score -1981766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1981764.375000 Penalty: 4869.747070
	Iteration 63Q: 3 clusters Score -1981764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1981761.500000 Penalty: 4869.747070
	Iteration 64Q: 3 clusters Score -1981762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1981763.250000 Penalty: 4869.747070
	Iteration 65Q: 3 clusters Score -1981763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1981761.125000 Penalty: 4869.747070
	Iteration 66Q: 3 clusters Score -1981761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1981759.500000 Penalty: 4869.747070
	Iteration 67Q: 3 clusters Score -1981760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1981763.000000 Penalty: 4869.747070
	Iteration 68Q: 3 clusters Score -1981763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1981764.500000 Penalty: 4869.747070
	Iteration 69Q: 3 clusters Score -1981764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1981765.250000 Penalty: 4869.747070
	Iteration 70Q: 3 clusters Score -1981765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1981763.375000 Penalty: 4869.747070
	Iteration 71Q: 3 clusters Score -1981763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1981762.625000 Penalty: 4869.747070
	Iteration 72Q: 3 clusters Score -1981763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1981766.375000 Penalty: 4869.747070
	Iteration 73Q: 3 clusters Score -1981766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1981766.375000 Penalty: 4869.747070
	Iteration 74F: 3 clusters Score -1981766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (217199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217199 members 
Entering Unmasked Estep 
Score: -23144066.000000 Penalty: 3047.565186
	Iteration 0F: 2 clusters Score -2.314407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -23000034.000000 Penalty: 6095.130371
	Iteration 0F: 3 clusters Score -2.300003e+07 nChanged 104569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -23061864.000000 Penalty: 6095.130371
	Iteration 1F: 3 clusters Score -2.306186e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -23063324.000000 Penalty: 6095.130371
	Iteration 2Q: 3 clusters Score -2.306332e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -23065404.000000 Penalty: 6095.130371
	Iteration 3Q: 3 clusters Score -2.30654e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -23068296.000000 Penalty: 6095.130371
	Iteration 4Q: 3 clusters Score -2.30683e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 112175 members 
Entering Unmasked Estep 
Score: -23072594.000000 Penalty: 6095.130371
	Iteration 5Q: 3 clusters Score -2.307259e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
Score: -23078436.000000 Penalty: 6095.130371
	Iteration 6Q: 3 clusters Score -2.307844e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 112266 members 
Entering Unmasked Estep 
Score: -23085842.000000 Penalty: 6095.130371
	Iteration 7F: 3 clusters Score -2.308584e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -23094966.000000 Penalty: 6095.130371
	Iteration 8F: 3 clusters Score -2.309497e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -23103890.000000 Penalty: 6095.130371
	Iteration 9F: 3 clusters Score -2.310389e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -23110110.000000 Penalty: 6095.130371
	Iteration 10F: 3 clusters Score -2.311011e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -23113042.000000 Penalty: 6095.130371
	Iteration 11Q: 3 clusters Score -2.311304e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -23114370.000000 Penalty: 6095.130371
	Iteration 12Q: 3 clusters Score -2.311437e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -23115330.000000 Penalty: 6095.130371
	Iteration 13Q: 3 clusters Score -2.311533e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -23116122.000000 Penalty: 6095.130371
	Iteration 14Q: 3 clusters Score -2.311612e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119773 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -23117248.000000 Penalty: 6095.130371
	Iteration 15Q: 3 clusters Score -2.311725e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122490 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -23118454.000000 Penalty: 6095.130371
	Iteration 16Q: 3 clusters Score -2.311845e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -23119710.000000 Penalty: 6095.130371
	Iteration 17Q: 3 clusters Score -2.311971e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -23121044.000000 Penalty: 6095.130371
	Iteration 18Q: 3 clusters Score -2.312104e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -23122400.000000 Penalty: 6095.130371
	Iteration 19Q: 3 clusters Score -2.31224e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135015 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -23123874.000000 Penalty: 6095.130371
	Iteration 20F: 3 clusters Score -2.312387e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -23125186.000000 Penalty: 6095.130371
	Iteration 21Q: 3 clusters Score -2.312519e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141400 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -23126402.000000 Penalty: 6095.130371
	Iteration 22Q: 3 clusters Score -2.31264e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -23127454.000000 Penalty: 6095.130371
	Iteration 23Q: 3 clusters Score -2.312745e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147384 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -23128348.000000 Penalty: 6095.130371
	Iteration 24Q: 3 clusters Score -2.312835e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -23129174.000000 Penalty: 6095.130371
	Iteration 25Q: 3 clusters Score -2.312917e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -23129886.000000 Penalty: 6095.130371
	Iteration 26Q: 3 clusters Score -2.312989e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -23130576.000000 Penalty: 6095.130371
	Iteration 27Q: 3 clusters Score -2.313058e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158646 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -23131242.000000 Penalty: 6095.130371
	Iteration 28Q: 3 clusters Score -2.313124e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -23131948.000000 Penalty: 6095.130371
	Iteration 29Q: 3 clusters Score -2.313195e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -23132702.000000 Penalty: 6095.130371
	Iteration 30Q: 3 clusters Score -2.31327e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -23133222.000000 Penalty: 6095.130371
	Iteration 31Q: 3 clusters Score -2.313322e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -23133878.000000 Penalty: 6095.130371
	Iteration 32Q: 3 clusters Score -2.313388e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -23134486.000000 Penalty: 6095.130371
	Iteration 33Q: 3 clusters Score -2.313449e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -23135170.000000 Penalty: 6095.130371
	Iteration 34Q: 3 clusters Score -2.313517e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176958 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -23135808.000000 Penalty: 6095.130371
	Iteration 35Q: 3 clusters Score -2.313581e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179345 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -23136436.000000 Penalty: 6095.130371
	Iteration 36Q: 3 clusters Score -2.313644e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181668 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -23137146.000000 Penalty: 6095.130371
	Iteration 37Q: 3 clusters Score -2.313715e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -23137706.000000 Penalty: 6095.130371
	Iteration 38Q: 3 clusters Score -2.313771e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186029 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -23138220.000000 Penalty: 6095.130371
	Iteration 39Q: 3 clusters Score -2.313822e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188026 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -23138744.000000 Penalty: 6095.130371
	Iteration 40F: 3 clusters Score -2.313874e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -23139320.000000 Penalty: 6095.130371
	Iteration 41Q: 3 clusters Score -2.313932e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191844 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -23139746.000000 Penalty: 6095.130371
	Iteration 42Q: 3 clusters Score -2.313975e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -23140190.000000 Penalty: 6095.130371
	Iteration 43Q: 3 clusters Score -2.314019e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195036 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -23140540.000000 Penalty: 6095.130371
	Iteration 44Q: 3 clusters Score -2.314054e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196491 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -23140864.000000 Penalty: 6095.130371
	Iteration 45Q: 3 clusters Score -2.314086e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -23141114.000000 Penalty: 6095.130371
	Iteration 46Q: 3 clusters Score -2.314111e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199017 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -23141438.000000 Penalty: 6095.130371
	Iteration 47Q: 3 clusters Score -2.314144e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200153 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -23141692.000000 Penalty: 6095.130371
	Iteration 48Q: 3 clusters Score -2.314169e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201163 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -23141866.000000 Penalty: 6095.130371
	Iteration 49Q: 3 clusters Score -2.314187e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202113 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -23142038.000000 Penalty: 6095.130371
	Iteration 50Q: 3 clusters Score -2.314204e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202935 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -23142192.000000 Penalty: 6095.130371
	Iteration 51Q: 3 clusters Score -2.314219e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203678 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -23142352.000000 Penalty: 6095.130371
	Iteration 52Q: 3 clusters Score -2.314235e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204354 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -23142436.000000 Penalty: 6095.130371
	Iteration 53Q: 3 clusters Score -2.314244e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204969 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -23142568.000000 Penalty: 6095.130371
	Iteration 54Q: 3 clusters Score -2.314257e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205537 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -23142640.000000 Penalty: 6095.130371
	Iteration 55Q: 3 clusters Score -2.314264e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206049 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -23142678.000000 Penalty: 6095.130371
	Iteration 56Q: 3 clusters Score -2.314268e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206517 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -23142774.000000 Penalty: 6095.130371
	Iteration 57Q: 3 clusters Score -2.314277e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206921 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -23142824.000000 Penalty: 6095.130371
	Iteration 58Q: 3 clusters Score -2.314282e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207287 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -23142906.000000 Penalty: 6095.130371
	Iteration 59Q: 3 clusters Score -2.314291e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207655 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -23142950.000000 Penalty: 6095.130371
	Iteration 60F: 3 clusters Score -2.314295e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207986 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -23142988.000000 Penalty: 6095.130371
	Iteration 61Q: 3 clusters Score -2.314299e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208294 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -23143058.000000 Penalty: 6095.130371
	Iteration 62Q: 3 clusters Score -2.314306e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208567 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -23143082.000000 Penalty: 6095.130371
	Iteration 63Q: 3 clusters Score -2.314308e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208800 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -23143100.000000 Penalty: 6095.130371
	Iteration 64Q: 3 clusters Score -2.31431e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209033 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -23143074.000000 Penalty: 6095.130371
	Iteration 65Q: 3 clusters Score -2.314307e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209220 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -23143126.000000 Penalty: 6095.130371
	Iteration 66Q: 3 clusters Score -2.314313e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209382 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -23143128.000000 Penalty: 6095.130371
	Iteration 67Q: 3 clusters Score -2.314313e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209547 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -23143192.000000 Penalty: 6095.130371
	Iteration 68Q: 3 clusters Score -2.314319e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -23143204.000000 Penalty: 6095.130371
	Iteration 69Q: 3 clusters Score -2.31432e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209858 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -23143228.000000 Penalty: 6095.130371
	Iteration 70Q: 3 clusters Score -2.314323e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209988 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -23143222.000000 Penalty: 6095.130371
	Iteration 71Q: 3 clusters Score -2.314322e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210096 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -23143230.000000 Penalty: 6095.130371
	Iteration 72Q: 3 clusters Score -2.314323e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210207 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -23143284.000000 Penalty: 6095.130371
	Iteration 73Q: 3 clusters Score -2.314328e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210297 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -23143290.000000 Penalty: 6095.130371
	Iteration 74Q: 3 clusters Score -2.314329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210385 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -23143314.000000 Penalty: 6095.130371
	Iteration 75Q: 3 clusters Score -2.314331e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -23143328.000000 Penalty: 6095.130371
	Iteration 76Q: 3 clusters Score -2.314333e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210573 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -23143320.000000 Penalty: 6095.130371
	Iteration 77Q: 3 clusters Score -2.314332e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210675 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -23143346.000000 Penalty: 6095.130371
	Iteration 78Q: 3 clusters Score -2.314335e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210760 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 6095.130371
	Iteration 79Q: 3 clusters Score -2.314339e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210830 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -23143372.000000 Penalty: 6095.130371
	Iteration 80F: 3 clusters Score -2.314337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210897 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -23143368.000000 Penalty: 6095.130371
	Iteration 81Q: 3 clusters Score -2.314337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210969 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -23143362.000000 Penalty: 6095.130371
	Iteration 82Q: 3 clusters Score -2.314336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211022 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 6095.130371
	Iteration 83Q: 3 clusters Score -2.314339e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211080 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -23143422.000000 Penalty: 6095.130371
	Iteration 84Q: 3 clusters Score -2.314342e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211131 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -23143420.000000 Penalty: 6095.130371
	Iteration 85Q: 3 clusters Score -2.314342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211176 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -23143452.000000 Penalty: 6095.130371
	Iteration 86Q: 3 clusters Score -2.314345e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211221 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -23143446.000000 Penalty: 6095.130371
	Iteration 87Q: 3 clusters Score -2.314345e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211264 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -23143444.000000 Penalty: 6095.130371
	Iteration 88Q: 3 clusters Score -2.314344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211297 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -23143410.000000 Penalty: 6095.130371
	Iteration 89Q: 3 clusters Score -2.314341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211325 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -23143438.000000 Penalty: 6095.130371
	Iteration 90Q: 3 clusters Score -2.314344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211349 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -23143426.000000 Penalty: 6095.130371
	Iteration 91Q: 3 clusters Score -2.314343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211372 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -23143426.000000 Penalty: 6095.130371
	Iteration 92Q: 3 clusters Score -2.314343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211389 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -23143458.000000 Penalty: 6095.130371
	Iteration 93Q: 3 clusters Score -2.314346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211415 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -23143436.000000 Penalty: 6095.130371
	Iteration 94Q: 3 clusters Score -2.314344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -23143438.000000 Penalty: 6095.130371
	Iteration 95Q: 3 clusters Score -2.314344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211471 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -23143438.000000 Penalty: 6095.130371
	Iteration 96Q: 3 clusters Score -2.314344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211487 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -23143442.000000 Penalty: 6095.130371
	Iteration 97Q: 3 clusters Score -2.314344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211500 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -23143430.000000 Penalty: 6095.130371
	Iteration 98Q: 3 clusters Score -2.314343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211516 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -23143430.000000 Penalty: 6095.130371
	Iteration 99Q: 3 clusters Score -2.314343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211528 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -23143442.000000 Penalty: 6095.130371
	Iteration 100F: 3 clusters Score -2.314344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211541 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -23143446.000000 Penalty: 6095.130371
	Iteration 101Q: 3 clusters Score -2.314345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211549 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -23143448.000000 Penalty: 6095.130371
	Iteration 102Q: 3 clusters Score -2.314345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211560 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -23143466.000000 Penalty: 6095.130371
	Iteration 103Q: 3 clusters Score -2.314347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211565 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -23143476.000000 Penalty: 6095.130371
	Iteration 104Q: 3 clusters Score -2.314348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211568 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -23143474.000000 Penalty: 6095.130371
	Iteration 105Q: 3 clusters Score -2.314347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211571 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -23143462.000000 Penalty: 6095.130371
	Iteration 106Q: 3 clusters Score -2.314346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211576 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -23143466.000000 Penalty: 6095.130371
	Iteration 107Q: 3 clusters Score -2.314347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -23143456.000000 Penalty: 6095.130371
	Iteration 108Q: 3 clusters Score -2.314346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211583 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -23143460.000000 Penalty: 6095.130371
	Iteration 109Q: 3 clusters Score -2.314346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211591 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -23143462.000000 Penalty: 6095.130371
	Iteration 110Q: 3 clusters Score -2.314346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211595 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -23143468.000000 Penalty: 6095.130371
	Iteration 111Q: 3 clusters Score -2.314347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211600 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -23143474.000000 Penalty: 6095.130371
	Iteration 112Q: 3 clusters Score -2.314347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211604 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -23143472.000000 Penalty: 6095.130371
	Iteration 113Q: 3 clusters Score -2.314347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211609 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -23143456.000000 Penalty: 6095.130371
	Iteration 114Q: 3 clusters Score -2.314346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211613 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -23143452.000000 Penalty: 6095.130371
	Iteration 115Q: 3 clusters Score -2.314345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211620 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -23143436.000000 Penalty: 6095.130371
	Iteration 116Q: 3 clusters Score -2.314344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211626 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -23143426.000000 Penalty: 6095.130371
	Iteration 117Q: 3 clusters Score -2.314343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211630 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -23143436.000000 Penalty: 6095.130371
	Iteration 118Q: 3 clusters Score -2.314344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -23143428.000000 Penalty: 6095.130371
	Iteration 119Q: 3 clusters Score -2.314343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211637 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -23143448.000000 Penalty: 6095.130371
	Iteration 120F: 3 clusters Score -2.314345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211643 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -23143456.000000 Penalty: 6095.130371
	Iteration 121Q: 3 clusters Score -2.314346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211649 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -23143440.000000 Penalty: 6095.130371
	Iteration 122Q: 3 clusters Score -2.314344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211655 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -23143428.000000 Penalty: 6095.130371
	Iteration 123Q: 3 clusters Score -2.314343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211661 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -23143416.000000 Penalty: 6095.130371
	Iteration 124Q: 3 clusters Score -2.314342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211666 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -23143432.000000 Penalty: 6095.130371
	Iteration 125Q: 3 clusters Score -2.314343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -23143422.000000 Penalty: 6095.130371
	Iteration 126Q: 3 clusters Score -2.314342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -23143434.000000 Penalty: 6095.130371
	Iteration 127Q: 3 clusters Score -2.314343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211683 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -23143444.000000 Penalty: 6095.130371
	Iteration 128Q: 3 clusters Score -2.314344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211690 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -23143442.000000 Penalty: 6095.130371
	Iteration 129Q: 3 clusters Score -2.314344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211694 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -23143438.000000 Penalty: 6095.130371
	Iteration 130Q: 3 clusters Score -2.314344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211699 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -23143428.000000 Penalty: 6095.130371
	Iteration 131Q: 3 clusters Score -2.314343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211709 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -23143434.000000 Penalty: 6095.130371
	Iteration 132Q: 3 clusters Score -2.314343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211723 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -23143446.000000 Penalty: 6095.130371
	Iteration 133Q: 3 clusters Score -2.314345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211735 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -23143434.000000 Penalty: 6095.130371
	Iteration 134Q: 3 clusters Score -2.314343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211746 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -23143416.000000 Penalty: 6095.130371
	Iteration 135Q: 3 clusters Score -2.314342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211759 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -23143446.000000 Penalty: 6095.130371
	Iteration 136Q: 3 clusters Score -2.314345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211780 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -23143406.000000 Penalty: 6095.130371
	Iteration 137Q: 3 clusters Score -2.314341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211795 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -23143386.000000 Penalty: 6095.130371
	Iteration 138Q: 3 clusters Score -2.314339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211812 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -23143408.000000 Penalty: 6095.130371
	Iteration 139Q: 3 clusters Score -2.314341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211828 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -23143412.000000 Penalty: 6095.130371
	Iteration 140F: 3 clusters Score -2.314341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211840 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -23143404.000000 Penalty: 6095.130371
	Iteration 141Q: 3 clusters Score -2.31434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211855 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -23143392.000000 Penalty: 6095.130371
	Iteration 142Q: 3 clusters Score -2.314339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211869 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -23143414.000000 Penalty: 6095.130371
	Iteration 143Q: 3 clusters Score -2.314341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211876 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -23143402.000000 Penalty: 6095.130371
	Iteration 144Q: 3 clusters Score -2.31434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211886 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -23143402.000000 Penalty: 6095.130371
	Iteration 145Q: 3 clusters Score -2.31434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211896 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -23143408.000000 Penalty: 6095.130371
	Iteration 146Q: 3 clusters Score -2.314341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211903 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -23143424.000000 Penalty: 6095.130371
	Iteration 147Q: 3 clusters Score -2.314342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211912 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -23143426.000000 Penalty: 6095.130371
	Iteration 148Q: 3 clusters Score -2.314343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211921 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -23143410.000000 Penalty: 6095.130371
	Iteration 149Q: 3 clusters Score -2.314341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211930 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -23143404.000000 Penalty: 6095.130371
	Iteration 150Q: 3 clusters Score -2.31434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211935 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -23143392.000000 Penalty: 6095.130371
	Iteration 151Q: 3 clusters Score -2.314339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211938 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -23143404.000000 Penalty: 6095.130371
	Iteration 152Q: 3 clusters Score -2.31434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211941 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -23143406.000000 Penalty: 6095.130371
	Iteration 153Q: 3 clusters Score -2.314341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211944 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -23143400.000000 Penalty: 6095.130371
	Iteration 154Q: 3 clusters Score -2.31434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211947 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -23143406.000000 Penalty: 6095.130371
	Iteration 155Q: 3 clusters Score -2.314341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211952 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -23143410.000000 Penalty: 6095.130371
	Iteration 156Q: 3 clusters Score -2.314341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211958 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -23143408.000000 Penalty: 6095.130371
	Iteration 157Q: 3 clusters Score -2.314341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211965 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -23143400.000000 Penalty: 6095.130371
	Iteration 158Q: 3 clusters Score -2.31434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211970 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -23143394.000000 Penalty: 6095.130371
	Iteration 159Q: 3 clusters Score -2.314339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211971 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -23143382.000000 Penalty: 6095.130371
	Iteration 160F: 3 clusters Score -2.314338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211973 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -23143378.000000 Penalty: 6095.130371
	Iteration 161Q: 3 clusters Score -2.314338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211974 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -23143378.000000 Penalty: 6095.130371
	Iteration 162Q: 3 clusters Score -2.314338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211976 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23143394.000000 Penalty: 6095.130371
	Iteration 163Q: 3 clusters Score -2.314339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211976 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23143394.000000 Penalty: 6095.130371
	Iteration 164F: 3 clusters Score -2.314339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Entering Unmasked Estep 
Score: -1570924.875000 Penalty: 2383.443359
	Iteration 0F: 2 clusters Score -1570925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1560093.875000 Penalty: 4766.886719
	Iteration 0F: 3 clusters Score -1560094 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1563510.500000 Penalty: 4766.886719
	Iteration 1F: 3 clusters Score -1563510 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1563827.500000 Penalty: 4766.886719
	Iteration 2F: 3 clusters Score -1563828 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1564104.000000 Penalty: 4766.886719
	Iteration 3Q: 3 clusters Score -1564104 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1564339.375000 Penalty: 4766.886719
	Iteration 4Q: 3 clusters Score -1564339 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1564560.000000 Penalty: 4766.886719
	Iteration 5Q: 3 clusters Score -1564560 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1564770.250000 Penalty: 4766.886719
	Iteration 6Q: 3 clusters Score -1564770 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1564979.750000 Penalty: 4766.886719
	Iteration 7Q: 3 clusters Score -1564980 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1565230.875000 Penalty: 4766.886719
	Iteration 8Q: 3 clusters Score -1565231 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1565480.125000 Penalty: 4766.886719
	Iteration 9Q: 3 clusters Score -1565480 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1565760.750000 Penalty: 4766.886719
	Iteration 10Q: 3 clusters Score -1565761 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1566070.250000 Penalty: 4766.886719
	Iteration 11Q: 3 clusters Score -1566070 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1566397.000000 Penalty: 4766.886719
	Iteration 12Q: 3 clusters Score -1566397 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1566764.500000 Penalty: 4766.886719
	Iteration 13Q: 3 clusters Score -1566764 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1567180.625000 Penalty: 4766.886719
	Iteration 14Q: 3 clusters Score -1567181 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1567564.500000 Penalty: 4766.886719
	Iteration 15Q: 3 clusters Score -1567564 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1567867.625000 Penalty: 4766.886719
	Iteration 16Q: 3 clusters Score -1567868 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1568109.000000 Penalty: 4766.886719
	Iteration 17Q: 3 clusters Score -1568109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1568285.500000 Penalty: 4766.886719
	Iteration 18Q: 3 clusters Score -1568286 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1568439.125000 Penalty: 4766.886719
	Iteration 19Q: 3 clusters Score -1568439 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1568556.625000 Penalty: 4766.886719
	Iteration 20F: 3 clusters Score -1568557 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1568632.375000 Penalty: 4766.886719
	Iteration 21Q: 3 clusters Score -1568632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1568696.875000 Penalty: 4766.886719
	Iteration 22Q: 3 clusters Score -1568697 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1568748.125000 Penalty: 4766.886719
	Iteration 23Q: 3 clusters Score -1568748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1568783.000000 Penalty: 4766.886719
	Iteration 24Q: 3 clusters Score -1568783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1568806.625000 Penalty: 4766.886719
	Iteration 25Q: 3 clusters Score -1568807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1568823.750000 Penalty: 4766.886719
	Iteration 26Q: 3 clusters Score -1568824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1568833.250000 Penalty: 4766.886719
	Iteration 27Q: 3 clusters Score -1568833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1568848.250000 Penalty: 4766.886719
	Iteration 28Q: 3 clusters Score -1568848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1568861.125000 Penalty: 4766.886719
	Iteration 29Q: 3 clusters Score -1568861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1568871.125000 Penalty: 4766.886719
	Iteration 30Q: 3 clusters Score -1568871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1568879.000000 Penalty: 4766.886719
	Iteration 31Q: 3 clusters Score -1568879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1568885.125000 Penalty: 4766.886719
	Iteration 32Q: 3 clusters Score -1568885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1568890.625000 Penalty: 4766.886719
	Iteration 33Q: 3 clusters Score -1568891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1568896.750000 Penalty: 4766.886719
	Iteration 34Q: 3 clusters Score -1568897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1568906.625000 Penalty: 4766.886719
	Iteration 35Q: 3 clusters Score -1568907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1568918.000000 Penalty: 4766.886719
	Iteration 36Q: 3 clusters Score -1568918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1568930.500000 Penalty: 4766.886719
	Iteration 37Q: 3 clusters Score -1568930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1568937.250000 Penalty: 4766.886719
	Iteration 38Q: 3 clusters Score -1568937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1568946.750000 Penalty: 4766.886719
	Iteration 39Q: 3 clusters Score -1568947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1568953.000000 Penalty: 4766.886719
	Iteration 40F: 3 clusters Score -1568953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1568954.625000 Penalty: 4766.886719
	Iteration 41Q: 3 clusters Score -1568955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1568957.500000 Penalty: 4766.886719
	Iteration 42Q: 3 clusters Score -1568958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1568966.125000 Penalty: 4766.886719
	Iteration 43Q: 3 clusters Score -1568966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1568963.625000 Penalty: 4766.886719
	Iteration 44Q: 3 clusters Score -1568964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1568964.875000 Penalty: 4766.886719
	Iteration 45Q: 3 clusters Score -1568965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1568967.750000 Penalty: 4766.886719
	Iteration 46Q: 3 clusters Score -1568968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1568968.375000 Penalty: 4766.886719
	Iteration 47Q: 3 clusters Score -1568968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1568969.750000 Penalty: 4766.886719
	Iteration 48Q: 3 clusters Score -1568970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1568969.750000 Penalty: 4766.886719
	Iteration 49F: 3 clusters Score -1568970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Entering Unmasked Estep 
Score: -7118618.000000 Penalty: 2764.322021
	Iteration 0F: 2 clusters Score -7118618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -7071977.000000 Penalty: 5528.644043
	Iteration 0F: 3 clusters Score -7071977 nChanged 32596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -7090287.500000 Penalty: 5528.644043
	Iteration 1F: 3 clusters Score -7090288 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7090734.000000 Penalty: 5528.644043
	Iteration 2Q: 3 clusters Score -7090734 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -7091142.000000 Penalty: 5528.644043
	Iteration 3Q: 3 clusters Score -7091142 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7091532.500000 Penalty: 5528.644043
	Iteration 4Q: 3 clusters Score -7091532 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -7091865.000000 Penalty: 5528.644043
	Iteration 5Q: 3 clusters Score -7091865 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -7092204.000000 Penalty: 5528.644043
	Iteration 6Q: 3 clusters Score -7092204 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7092741.500000 Penalty: 5528.644043
	Iteration 7Q: 3 clusters Score -7092742 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -7093415.500000 Penalty: 5528.644043
	Iteration 8Q: 3 clusters Score -7093416 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -7094635.500000 Penalty: 5528.644043
	Iteration 9Q: 3 clusters Score -7094636 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -7096883.500000 Penalty: 5528.644043
	Iteration 10F: 3 clusters Score -7096884 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -7100603.500000 Penalty: 5528.644043
	Iteration 11F: 3 clusters Score -7100604 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -7105687.000000 Penalty: 5528.644043
	Iteration 12F: 3 clusters Score -7105687 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7110865.500000 Penalty: 5528.644043
	Iteration 13F: 3 clusters Score -7110866 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7114166.500000 Penalty: 5528.644043
	Iteration 14Q: 3 clusters Score -7114166 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7115492.500000 Penalty: 5528.644043
	Iteration 15Q: 3 clusters Score -7115492 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7115854.500000 Penalty: 5528.644043
	Iteration 16Q: 3 clusters Score -7115854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7116036.500000 Penalty: 5528.644043
	Iteration 17Q: 3 clusters Score -7116036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7116102.000000 Penalty: 5528.644043
	Iteration 18Q: 3 clusters Score -7116102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7116140.000000 Penalty: 5528.644043
	Iteration 19Q: 3 clusters Score -7116140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7116161.500000 Penalty: 5528.644043
	Iteration 20F: 3 clusters Score -7116162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7116176.500000 Penalty: 5528.644043
	Iteration 21Q: 3 clusters Score -7116176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7116180.500000 Penalty: 5528.644043
	Iteration 22Q: 3 clusters Score -7116180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7116191.500000 Penalty: 5528.644043
	Iteration 23Q: 3 clusters Score -7116192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7116198.500000 Penalty: 5528.644043
	Iteration 24Q: 3 clusters Score -7116198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7116203.500000 Penalty: 5528.644043
	Iteration 25Q: 3 clusters Score -7116204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7116199.000000 Penalty: 5528.644043
	Iteration 26Q: 3 clusters Score -7116199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7116211.000000 Penalty: 5528.644043
	Iteration 27Q: 3 clusters Score -7116211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7116211.500000 Penalty: 5528.644043
	Iteration 28Q: 3 clusters Score -7116212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7116211.500000 Penalty: 5528.644043
	Iteration 29F: 3 clusters Score -7116212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -240421.000000 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -240421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -237540.906250 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -237540.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -238080.000000 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -238080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -238212.859375 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -238212.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238298.375000 Penalty: 3863.979980
	Iteration 3Q: 3 clusters Score -238298.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -238374.203125 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -238374.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -238441.937500 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -238441.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -238503.656250 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -238503.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238570.859375 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -238570.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -238642.500000 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -238642.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -238709.281250 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -238709.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -238754.078125 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -238754.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238789.875000 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -238789.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -238826.515625 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -238826.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238865.515625 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -238865.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238914.062500 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -238914.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -238979.640625 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -238979.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239039.015625 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -239039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239086.843750 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -239086.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -239121.640625 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -239121.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -239155.078125 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -239155.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -239176.609375 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -239176.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -239193.906250 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -239193.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -239205.031250 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -239205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -239213.156250 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -239213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -239216.781250 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -239216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -239220.890625 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -239220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -239221.625000 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -239221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -239222.484375 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -239222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -239225.437500 Penalty: 3863.979980
	Iteration 28Q: 3 clusters Score -239225.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -239230.062500 Penalty: 3863.979980
	Iteration 29Q: 3 clusters Score -239230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -239235.015625 Penalty: 3863.979980
	Iteration 30Q: 3 clusters Score -239235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -239238.734375 Penalty: 3863.979980
	Iteration 31Q: 3 clusters Score -239238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -239242.625000 Penalty: 3863.979980
	Iteration 32Q: 3 clusters Score -239242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -239243.171875 Penalty: 3863.979980
	Iteration 33Q: 3 clusters Score -239243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -239245.015625 Penalty: 3863.979980
	Iteration 34Q: 3 clusters Score -239245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -239249.109375 Penalty: 3863.979980
	Iteration 35Q: 3 clusters Score -239249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -239253.187500 Penalty: 3863.979980
	Iteration 36Q: 3 clusters Score -239253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -239259.296875 Penalty: 3863.979980
	Iteration 37Q: 3 clusters Score -239259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -239263.875000 Penalty: 3863.979980
	Iteration 38Q: 3 clusters Score -239263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -239265.375000 Penalty: 3863.979980
	Iteration 39Q: 3 clusters Score -239265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -239265.781250 Penalty: 3863.979980
	Iteration 40F: 3 clusters Score -239265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (309027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309027 members 
Entering Unmasked Estep 
Score: -32772362.000000 Penalty: 3135.013672
	Iteration 0F: 2 clusters Score -3.277236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -32566982.000000 Penalty: 6270.027344
	Iteration 0F: 3 clusters Score -3.256698e+07 nChanged 149830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 146143 members 
Entering Unmasked Estep 
Score: -32654480.000000 Penalty: 6270.027344
	Iteration 1F: 3 clusters Score -3.265448e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 140716 members 
Entering Unmasked Estep 
Score: -32656122.000000 Penalty: 6270.027344
	Iteration 2Q: 3 clusters Score -3.265612e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -32658922.000000 Penalty: 6270.027344
	Iteration 3Q: 3 clusters Score -3.265892e+07 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189913 members 
Mstep: Class 2 contains 119114 members 
Entering Unmasked Estep 
Score: -32664526.000000 Penalty: 6270.027344
	Iteration 4Q: 3 clusters Score -3.266453e+07 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209044 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -32675230.000000 Penalty: 6270.027344
	Iteration 5F: 3 clusters Score -3.267523e+07 nChanged 26267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235239 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -32695380.000000 Penalty: 6270.027344
	Iteration 6F: 3 clusters Score -3.269538e+07 nChanged 29974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265211 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -32723352.000000 Penalty: 6270.027344
	Iteration 7F: 3 clusters Score -3.272335e+07 nChanged 25108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290319 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -32750072.000000 Penalty: 6270.027344
	Iteration 8F: 3 clusters Score -3.275007e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303610 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -32763904.000000 Penalty: 6270.027344
	Iteration 9Q: 3 clusters Score -3.27639e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307834 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -32768122.000000 Penalty: 6270.027344
	Iteration 10Q: 3 clusters Score -3.276812e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308687 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32769080.000000 Penalty: 6270.027344
	Iteration 11Q: 3 clusters Score -3.276908e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308854 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32769294.000000 Penalty: 6270.027344
	Iteration 12Q: 3 clusters Score -3.276929e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308885 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32769358.000000 Penalty: 6270.027344
	Iteration 13Q: 3 clusters Score -3.276936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308890 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32769406.000000 Penalty: 6270.027344
	Iteration 14Q: 3 clusters Score -3.276941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308893 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32769436.000000 Penalty: 6270.027344
	Iteration 15Q: 3 clusters Score -3.276944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308893 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32769438.000000 Penalty: 6270.027344
	Iteration 16Q: 3 clusters Score -3.276944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308892 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32769454.000000 Penalty: 6270.027344
	Iteration 17Q: 3 clusters Score -3.276945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308893 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32769456.000000 Penalty: 6270.027344
	Iteration 18Q: 3 clusters Score -3.276946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308893 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32769456.000000 Penalty: 6270.027344
	Iteration 19F: 3 clusters Score -3.276946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -57132.500000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -57132.5 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 320 members 
Entering Unmasked Estep 
Score: -55453.730469 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -55453.73 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55734.414062 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -55734.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55906.933594 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -55906.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56044.312500 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -56044.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56083.230469 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -56083.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56120.660156 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -56120.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56147.632812 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -56147.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56185.000000 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -56185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56217.398438 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -56217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56253.960938 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -56253.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56284.781250 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -56284.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56307.265625 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -56307.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56322.257812 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -56322.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56325.566406 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -56325.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56325.566406 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -56325.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -41895.980469 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -41895.98 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 250 members 
Entering Unmasked Estep 
Score: -40370.328125 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -40370.33 nChanged 91
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: -40560.742188 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -40560.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40649.535156 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -40649.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40689.609375 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -40689.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40735.882812 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -40735.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40777.589844 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -40777.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40804.484375 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -40804.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40841.781250 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -40841.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40875.765625 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -40875.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40900.375000 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -40900.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40915.070312 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -40915.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40929.562500 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -40929.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40937.652344 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -40937.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40943.707031 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -40943.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40948.894531 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -40948.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40948.894531 Penalty: 3082.445557
	Iteration 15F: 3 clusters Score -40948.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (340500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340500 members 
Entering Unmasked Estep 
Score: -36239076.000000 Penalty: 3159.066406
	Iteration 0F: 2 clusters Score -3.623908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -36019268.000000 Penalty: 6318.132812
	Iteration 0F: 3 clusters Score -3.601927e+07 nChanged 164992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162835 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -36118120.000000 Penalty: 6318.132812
	Iteration 1F: 3 clusters Score -3.611812e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158408 members 
Mstep: Class 2 contains 182092 members 
Entering Unmasked Estep 
Score: -36119436.000000 Penalty: 6318.132812
	Iteration 2Q: 3 clusters Score -3.611944e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151724 members 
Mstep: Class 2 contains 188776 members 
Entering Unmasked Estep 
Score: -36121232.000000 Penalty: 6318.132812
	Iteration 3Q: 3 clusters Score -3.612123e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 198943 members 
Entering Unmasked Estep 
Score: -36125040.000000 Penalty: 6318.132812
	Iteration 4Q: 3 clusters Score -3.612504e+07 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126131 members 
Mstep: Class 2 contains 214369 members 
Entering Unmasked Estep 
Score: -36132092.000000 Penalty: 6318.132812
	Iteration 5Q: 3 clusters Score -3.613209e+07 nChanged 22006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 236093 members 
Entering Unmasked Estep 
Score: -36145124.000000 Penalty: 6318.132812
	Iteration 6F: 3 clusters Score -3.614512e+07 nChanged 27993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 263966 members 
Entering Unmasked Estep 
Score: -36166040.000000 Penalty: 6318.132812
	Iteration 7F: 3 clusters Score -3.616604e+07 nChanged 29782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 293718 members 
Entering Unmasked Estep 
Score: -36193760.000000 Penalty: 6318.132812
	Iteration 8F: 3 clusters Score -3.619376e+07 nChanged 23719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 317419 members 
Entering Unmasked Estep 
Score: -36217308.000000 Penalty: 6318.132812
	Iteration 9F: 3 clusters Score -3.621731e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 330950 members 
Entering Unmasked Estep 
Score: -36229088.000000 Penalty: 6318.132812
	Iteration 10Q: 3 clusters Score -3.622909e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 336651 members 
Entering Unmasked Estep 
Score: -36233504.000000 Penalty: 6318.132812
	Iteration 11Q: 3 clusters Score -3.62335e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 338731 members 
Entering Unmasked Estep 
Score: -36235160.000000 Penalty: 6318.132812
	Iteration 12Q: 3 clusters Score -3.623516e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 339472 members 
Entering Unmasked Estep 
Score: -36235736.000000 Penalty: 6318.132812
	Iteration 13Q: 3 clusters Score -3.623574e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 339755 members 
Entering Unmasked Estep 
Score: -36235972.000000 Penalty: 6318.132812
	Iteration 14Q: 3 clusters Score -3.623597e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 339875 members 
Entering Unmasked Estep 
Score: -36236120.000000 Penalty: 6318.132812
	Iteration 15Q: 3 clusters Score -3.623612e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 339936 members 
Entering Unmasked Estep 
Score: -36236180.000000 Penalty: 6318.132812
	Iteration 16Q: 3 clusters Score -3.623618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 339964 members 
Entering Unmasked Estep 
Score: -36236272.000000 Penalty: 6318.132812
	Iteration 17Q: 3 clusters Score -3.623627e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 339979 members 
Entering Unmasked Estep 
Score: -36236328.000000 Penalty: 6318.132812
	Iteration 18Q: 3 clusters Score -3.623633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 339987 members 
Entering Unmasked Estep 
Score: -36236344.000000 Penalty: 6318.132812
	Iteration 19Q: 3 clusters Score -3.623634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 339987 members 
Entering Unmasked Estep 
Score: -36236344.000000 Penalty: 6318.132812
	Iteration 20F: 3 clusters Score -3.623634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 339987 members 
Entering Unmasked Estep 
Score: -36236368.000000 Penalty: 6318.132812
	Iteration 21Q: 3 clusters Score -3.623637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 339992 members 
Entering Unmasked Estep 
Score: -36236384.000000 Penalty: 6318.132812
	Iteration 22Q: 3 clusters Score -3.623638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 339996 members 
Entering Unmasked Estep 
Score: -36236368.000000 Penalty: 6318.132812
	Iteration 23Q: 3 clusters Score -3.623637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 339996 members 
Entering Unmasked Estep 
Score: -36236376.000000 Penalty: 6318.132812
	Iteration 24Q: 3 clusters Score -3.623638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 339993 members 
Entering Unmasked Estep 
Score: -36236360.000000 Penalty: 6318.132812
	Iteration 25Q: 3 clusters Score -3.623636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 339992 members 
Entering Unmasked Estep 
Score: -36236392.000000 Penalty: 6318.132812
	Iteration 26Q: 3 clusters Score -3.623639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 339991 members 
Entering Unmasked Estep 
Score: -36236404.000000 Penalty: 6318.132812
	Iteration 27Q: 3 clusters Score -3.62364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 339992 members 
Entering Unmasked Estep 
Score: -36236408.000000 Penalty: 6318.132812
	Iteration 28Q: 3 clusters Score -3.623641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 339993 members 
Entering Unmasked Estep 
Score: -36236400.000000 Penalty: 6318.132812
	Iteration 29Q: 3 clusters Score -3.62364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 339994 members 
Entering Unmasked Estep 
Score: -36236412.000000 Penalty: 6318.132812
	Iteration 30Q: 3 clusters Score -3.623641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 339994 members 
Entering Unmasked Estep 
Score: -36236412.000000 Penalty: 6318.132812
	Iteration 31F: 3 clusters Score -3.623641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 203616 members 
Mstep: Class 4 contains 41270 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27797 members 
Mstep: Class 8 contains 27440 members 
Mstep: Class 9 contains 7159 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44285 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 31211 members 
Mstep: Class 15 contains 123283 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 29609 members 
Mstep: Class 18 contains 18362 members 
Mstep: Class 19 contains 217199 members 
Mstep: Class 20 contains 14923 members 
Mstep: Class 21 contains 69318 members 
Mstep: Class 22 contains 2417 members 
Mstep: Class 23 contains 309027 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410960.000000 Penalty: 88271.046875
Iteration 119Q: 26 clusters Score -1.58411e+08 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 203135 members 
Mstep: Class 4 contains 41213 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27731 members 
Mstep: Class 8 contains 27399 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44161 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 31192 members 
Mstep: Class 15 contains 123450 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 30356 members 
Mstep: Class 18 contains 18414 members 
Mstep: Class 19 contains 216785 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 69081 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 310298 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412256.000000 Penalty: 88271.046875
Iteration 120F: 26 clusters Score -1.584123e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 202641 members 
Mstep: Class 4 contains 41147 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 27342 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 44052 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 31181 members 
Mstep: Class 15 contains 123605 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 31146 members 
Mstep: Class 18 contains 18452 members 
Mstep: Class 19 contains 216318 members 
Mstep: Class 20 contains 14839 members 
Mstep: Class 21 contains 68832 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 311604 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413136.000000 Penalty: 88271.046875
Iteration 121Q: 26 clusters Score -1.584131e+08 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 202187 members 
Mstep: Class 4 contains 41079 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27602 members 
Mstep: Class 8 contains 27274 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 43942 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 31158 members 
Mstep: Class 15 contains 123721 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 31962 members 
Mstep: Class 18 contains 18478 members 
Mstep: Class 19 contains 215782 members 
Mstep: Class 20 contains 14800 members 
Mstep: Class 21 contains 68563 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 312962 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413664.000000 Penalty: 88271.046875
Iteration 122Q: 26 clusters Score -1.584137e+08 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 201724 members 
Mstep: Class 4 contains 41001 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27527 members 
Mstep: Class 8 contains 27213 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 43836 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 31154 members 
Mstep: Class 15 contains 123858 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 32788 members 
Mstep: Class 18 contains 18498 members 
Mstep: Class 19 contains 215167 members 
Mstep: Class 20 contains 14769 members 
Mstep: Class 21 contains 68287 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 314339 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 337660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414416.000000 Penalty: 88271.046875
Iteration 123Q: 26 clusters Score -1.584144e+08 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 201252 members 
Mstep: Class 4 contains 40909 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27435 members 
Mstep: Class 8 contains 27139 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 43699 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 31145 members 
Mstep: Class 15 contains 124007 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 18 contains 18517 members 
Mstep: Class 19 contains 214505 members 
Mstep: Class 20 contains 14733 members 
Mstep: Class 21 contains 68025 members 
Mstep: Class 22 contains 2419 members 
Mstep: Class 23 contains 315787 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 337090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415520.000000 Penalty: 88271.046875
Iteration 124Q: 26 clusters Score -1.584155e+08 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 200718 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27363 members 
Mstep: Class 8 contains 27098 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 43550 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 31142 members 
Mstep: Class 15 contains 124147 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 34418 members 
Mstep: Class 18 contains 18530 members 
Mstep: Class 19 contains 213869 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 21 contains 67783 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 317175 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415792.000000 Penalty: 88271.046875
Iteration 125Q: 26 clusters Score -1.584158e+08 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 200218 members 
Mstep: Class 4 contains 40729 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27286 members 
Mstep: Class 8 contains 27052 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 43418 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 31129 members 
Mstep: Class 15 contains 124256 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 35237 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 213187 members 
Mstep: Class 20 contains 14653 members 
Mstep: Class 21 contains 67548 members 
Mstep: Class 22 contains 2424 members 
Mstep: Class 23 contains 318616 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416480.000000 Penalty: 88271.046875
Iteration 126Q: 26 clusters Score -1.584165e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 199700 members 
Mstep: Class 4 contains 40619 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27194 members 
Mstep: Class 8 contains 26995 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 43258 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 31119 members 
Mstep: Class 15 contains 124361 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 36023 members 
Mstep: Class 18 contains 18550 members 
Mstep: Class 19 contains 212433 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 67314 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 320124 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416768.000000 Penalty: 88271.046875
Iteration 127Q: 26 clusters Score -1.584168e+08 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 199201 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27102 members 
Mstep: Class 8 contains 26930 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 43098 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 31091 members 
Mstep: Class 15 contains 124481 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 36809 members 
Mstep: Class 18 contains 18556 members 
Mstep: Class 19 contains 211664 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 67074 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 321657 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158417248.000000 Penalty: 88271.046875
Iteration 128Q: 26 clusters Score -1.584172e+08 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 198726 members 
Mstep: Class 4 contains 40430 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 27018 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 42918 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 31081 members 
Mstep: Class 15 contains 124573 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 37577 members 
Mstep: Class 18 contains 18556 members 
Mstep: Class 19 contains 210885 members 
Mstep: Class 20 contains 14524 members 
Mstep: Class 21 contains 66807 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 323237 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158417488.000000 Penalty: 88271.046875
Iteration 129Q: 26 clusters Score -1.584175e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 198289 members 
Mstep: Class 4 contains 40339 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26946 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 7352 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 42786 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 31080 members 
Mstep: Class 15 contains 124625 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 38394 members 
Mstep: Class 18 contains 18549 members 
Mstep: Class 19 contains 210127 members 
Mstep: Class 20 contains 14494 members 
Mstep: Class 21 contains 66582 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 324672 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158418368.000000 Penalty: 88271.046875
Iteration 130Q: 26 clusters Score -1.584184e+08 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 197818 members 
Mstep: Class 4 contains 40241 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26877 members 
Mstep: Class 8 contains 26747 members 
Mstep: Class 9 contains 7360 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 42622 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 31065 members 
Mstep: Class 15 contains 124712 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 39241 members 
Mstep: Class 18 contains 18536 members 
Mstep: Class 19 contains 209342 members 
Mstep: Class 20 contains 14465 members 
Mstep: Class 21 contains 66378 members 
Mstep: Class 22 contains 2428 members 
Mstep: Class 23 contains 326080 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158419072.000000 Penalty: 88271.046875
Iteration 131Q: 26 clusters Score -1.584191e+08 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 197349 members 
Mstep: Class 4 contains 40176 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26787 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 42457 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 31036 members 
Mstep: Class 15 contains 124811 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 40129 members 
Mstep: Class 18 contains 18520 members 
Mstep: Class 19 contains 208539 members 
Mstep: Class 20 contains 14429 members 
Mstep: Class 21 contains 66141 members 
Mstep: Class 22 contains 2432 members 
Mstep: Class 23 contains 327537 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158419424.000000 Penalty: 88271.046875
Iteration 132Q: 26 clusters Score -1.584194e+08 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 196880 members 
Mstep: Class 4 contains 40096 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26704 members 
Mstep: Class 8 contains 26613 members 
Mstep: Class 9 contains 7361 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 42315 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 31026 members 
Mstep: Class 15 contains 124924 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 40983 members 
Mstep: Class 18 contains 18510 members 
Mstep: Class 19 contains 207768 members 
Mstep: Class 20 contains 14399 members 
Mstep: Class 21 contains 65918 members 
Mstep: Class 22 contains 2437 members 
Mstep: Class 23 contains 328901 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158419888.000000 Penalty: 88271.046875
Iteration 133Q: 26 clusters Score -1.584199e+08 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 196481 members 
Mstep: Class 4 contains 40000 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26617 members 
Mstep: Class 8 contains 26539 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 42212 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 125056 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 41822 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 207009 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 65705 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 330296 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158420336.000000 Penalty: 88271.046875
Iteration 134Q: 26 clusters Score -1.584203e+08 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 196163 members 
Mstep: Class 4 contains 39914 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 26473 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 42101 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 31003 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 42652 members 
Mstep: Class 18 contains 18463 members 
Mstep: Class 19 contains 206230 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 65486 members 
Mstep: Class 22 contains 2439 members 
Mstep: Class 23 contains 331558 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 331662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158420224.000000 Penalty: 88271.046875
Iteration 135Q: 26 clusters Score -1.584202e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 195897 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26424 members 
Mstep: Class 8 contains 26398 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30986 members 
Mstep: Class 15 contains 125254 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 18444 members 
Mstep: Class 19 contains 205407 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 65277 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 332756 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 331290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158420576.000000 Penalty: 88271.046875
Iteration 136Q: 26 clusters Score -1.584206e+08 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 195702 members 
Mstep: Class 4 contains 39761 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 26323 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41847 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 30973 members 
Mstep: Class 15 contains 125357 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 44218 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 204592 members 
Mstep: Class 20 contains 14375 members 
Mstep: Class 21 contains 65090 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 333846 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158420960.000000 Penalty: 88271.046875
Iteration 137Q: 26 clusters Score -1.58421e+08 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 195517 members 
Mstep: Class 4 contains 39692 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 26253 members 
Mstep: Class 8 contains 26254 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41720 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 30970 members 
Mstep: Class 15 contains 125446 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 44996 members 
Mstep: Class 18 contains 18397 members 
Mstep: Class 19 contains 203783 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 64908 members 
Mstep: Class 22 contains 2449 members 
Mstep: Class 23 contains 334797 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158421216.000000 Penalty: 88271.046875
Iteration 138Q: 26 clusters Score -1.584212e+08 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 195403 members 
Mstep: Class 4 contains 39617 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 26184 members 
Mstep: Class 8 contains 26178 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41580 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 30962 members 
Mstep: Class 15 contains 125539 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 18375 members 
Mstep: Class 19 contains 202918 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 64710 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 335681 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422016.000000 Penalty: 88271.046875
Iteration 139Q: 26 clusters Score -1.58422e+08 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 195387 members 
Mstep: Class 4 contains 39560 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 26092 members 
Mstep: Class 8 contains 26084 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41427 members 
Mstep: Class 13 contains 6637 members 
Mstep: Class 14 contains 30951 members 
Mstep: Class 15 contains 125662 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 46485 members 
Mstep: Class 18 contains 18353 members 
Mstep: Class 19 contains 202018 members 
Mstep: Class 20 contains 14379 members 
Mstep: Class 21 contains 64530 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 336510 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158421888.000000 Penalty: 88271.046875
Iteration 140F: 26 clusters Score -1.584219e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 195378 members 
Mstep: Class 4 contains 39527 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 26008 members 
Mstep: Class 8 contains 25992 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41299 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 30940 members 
Mstep: Class 15 contains 125787 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 47122 members 
Mstep: Class 18 contains 18340 members 
Mstep: Class 19 contains 201149 members 
Mstep: Class 20 contains 14375 members 
Mstep: Class 21 contains 64342 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 337301 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422384.000000 Penalty: 88271.046875
Iteration 141Q: 26 clusters Score -1.584224e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 195408 members 
Mstep: Class 4 contains 39496 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25935 members 
Mstep: Class 8 contains 25919 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41164 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 30942 members 
Mstep: Class 15 contains 125920 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 47721 members 
Mstep: Class 18 contains 18308 members 
Mstep: Class 19 contains 200258 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 64174 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 337932 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422816.000000 Penalty: 88271.046875
Iteration 142Q: 26 clusters Score -1.584228e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 195464 members 
Mstep: Class 4 contains 39458 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25867 members 
Mstep: Class 8 contains 25863 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 41055 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 30942 members 
Mstep: Class 15 contains 126036 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 48281 members 
Mstep: Class 18 contains 18282 members 
Mstep: Class 19 contains 199361 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 63993 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 338463 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422896.000000 Penalty: 88271.046875
Iteration 143Q: 26 clusters Score -1.584229e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 195591 members 
Mstep: Class 4 contains 39415 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25808 members 
Mstep: Class 8 contains 25818 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40925 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 30943 members 
Mstep: Class 15 contains 126173 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 48779 members 
Mstep: Class 18 contains 18252 members 
Mstep: Class 19 contains 198533 members 
Mstep: Class 20 contains 14427 members 
Mstep: Class 21 contains 63829 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 338916 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423184.000000 Penalty: 88271.046875
Iteration 144Q: 26 clusters Score -1.584232e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 195787 members 
Mstep: Class 4 contains 39362 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25731 members 
Mstep: Class 8 contains 25781 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40812 members 
Mstep: Class 13 contains 6625 members 
Mstep: Class 14 contains 30963 members 
Mstep: Class 15 contains 126307 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 49267 members 
Mstep: Class 18 contains 18232 members 
Mstep: Class 19 contains 197770 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 21 contains 63645 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 339325 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423296.000000 Penalty: 88271.046875
Iteration 145Q: 26 clusters Score -1.584233e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 196052 members 
Mstep: Class 4 contains 39313 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25660 members 
Mstep: Class 8 contains 25742 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40711 members 
Mstep: Class 13 contains 6625 members 
Mstep: Class 14 contains 30957 members 
Mstep: Class 15 contains 126456 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 49734 members 
Mstep: Class 18 contains 18224 members 
Mstep: Class 19 contains 196983 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 63459 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 339633 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423168.000000 Penalty: 88271.046875
Iteration 146Q: 26 clusters Score -1.584232e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 196340 members 
Mstep: Class 4 contains 39265 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25594 members 
Mstep: Class 8 contains 25702 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40606 members 
Mstep: Class 13 contains 6624 members 
Mstep: Class 14 contains 30963 members 
Mstep: Class 15 contains 126577 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 50168 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 196205 members 
Mstep: Class 20 contains 14391 members 
Mstep: Class 21 contains 63295 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 339872 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423216.000000 Penalty: 88271.046875
Iteration 147Q: 26 clusters Score -1.584232e+08 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 196660 members 
Mstep: Class 4 contains 39201 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25536 members 
Mstep: Class 8 contains 25641 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40508 members 
Mstep: Class 13 contains 6620 members 
Mstep: Class 14 contains 30966 members 
Mstep: Class 15 contains 126718 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 50610 members 
Mstep: Class 18 contains 18173 members 
Mstep: Class 19 contains 195445 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 63146 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 339955 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 330870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423088.000000 Penalty: 88271.046875
Iteration 148Q: 26 clusters Score -1.584231e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 197045 members 
Mstep: Class 4 contains 39146 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25485 members 
Mstep: Class 8 contains 25588 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40404 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 126849 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 50987 members 
Mstep: Class 18 contains 18148 members 
Mstep: Class 19 contains 194715 members 
Mstep: Class 20 contains 14349 members 
Mstep: Class 21 contains 63031 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 339956 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 331165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423264.000000 Penalty: 88271.046875
Iteration 149Q: 26 clusters Score -1.584233e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 197492 members 
Mstep: Class 4 contains 39094 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25424 members 
Mstep: Class 8 contains 25532 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40314 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 126958 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 51299 members 
Mstep: Class 18 contains 18141 members 
Mstep: Class 19 contains 193993 members 
Mstep: Class 20 contains 14325 members 
Mstep: Class 21 contains 62927 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 339935 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 331438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423264.000000 Penalty: 88271.046875
Iteration 150Q: 26 clusters Score -1.584233e+08 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 197981 members 
Mstep: Class 4 contains 39041 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25379 members 
Mstep: Class 8 contains 25482 members 
Mstep: Class 9 contains 7293 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40267 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 31000 members 
Mstep: Class 15 contains 127067 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 51610 members 
Mstep: Class 18 contains 18112 members 
Mstep: Class 19 contains 193277 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 62822 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 339852 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 331685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423264.000000 Penalty: 88271.046875
Iteration 151Q: 26 clusters Score -1.584233e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 198482 members 
Mstep: Class 4 contains 38997 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25337 members 
Mstep: Class 8 contains 25441 members 
Mstep: Class 9 contains 7288 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40216 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 31014 members 
Mstep: Class 15 contains 127187 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 51869 members 
Mstep: Class 18 contains 18084 members 
Mstep: Class 19 contains 192605 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 62716 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 339740 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 331910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423232.000000 Penalty: 88271.046875
Iteration 152Q: 26 clusters Score -1.584232e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 199019 members 
Mstep: Class 4 contains 38978 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25292 members 
Mstep: Class 8 contains 25418 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 40153 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 31019 members 
Mstep: Class 15 contains 127310 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 52120 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 191980 members 
Mstep: Class 20 contains 14264 members 
Mstep: Class 21 contains 62613 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 339653 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423472.000000 Penalty: 88271.046875
Iteration 153Q: 26 clusters Score -1.584235e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 199506 members 
Mstep: Class 4 contains 38937 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25252 members 
Mstep: Class 8 contains 25404 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 40095 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 31019 members 
Mstep: Class 15 contains 127428 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 52337 members 
Mstep: Class 18 contains 18050 members 
Mstep: Class 19 contains 191397 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 62524 members 
Mstep: Class 22 contains 2473 members 
Mstep: Class 23 contains 339496 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423632.000000 Penalty: 88271.046875
Iteration 154Q: 26 clusters Score -1.584236e+08 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 199974 members 
Mstep: Class 4 contains 38881 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25214 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 40049 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 31019 members 
Mstep: Class 15 contains 127539 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 52528 members 
Mstep: Class 18 contains 18034 members 
Mstep: Class 19 contains 190848 members 
Mstep: Class 20 contains 14205 members 
Mstep: Class 21 contains 62442 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 339329 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423424.000000 Penalty: 88271.046875
Iteration 155Q: 26 clusters Score -1.584234e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 200471 members 
Mstep: Class 4 contains 38842 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25169 members 
Mstep: Class 8 contains 25380 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 40015 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 31015 members 
Mstep: Class 15 contains 127638 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 52699 members 
Mstep: Class 18 contains 18008 members 
Mstep: Class 19 contains 190287 members 
Mstep: Class 20 contains 14175 members 
Mstep: Class 21 contains 62355 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 339228 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423552.000000 Penalty: 88271.046875
Iteration 156Q: 26 clusters Score -1.584236e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 200953 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 25361 members 
Mstep: Class 9 contains 7237 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39983 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 127727 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 52861 members 
Mstep: Class 18 contains 17984 members 
Mstep: Class 19 contains 189771 members 
Mstep: Class 20 contains 14177 members 
Mstep: Class 21 contains 62284 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 339087 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423696.000000 Penalty: 88271.046875
Iteration 157Q: 26 clusters Score -1.584237e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 201439 members 
Mstep: Class 4 contains 38792 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25074 members 
Mstep: Class 8 contains 25335 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39962 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 31010 members 
Mstep: Class 15 contains 127811 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53024 members 
Mstep: Class 18 contains 17965 members 
Mstep: Class 19 contains 189328 members 
Mstep: Class 20 contains 14168 members 
Mstep: Class 21 contains 62210 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 338953 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423808.000000 Penalty: 88271.046875
Iteration 158Q: 26 clusters Score -1.584238e+08 nChanged 2424
Entering ConstructFrom: 
Score: -158423808.000000 Penalty: 88271.046875
Entering ConstructFrom: 
Trying to split cluster 1 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -122116.968750 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -122117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119983.195312 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -119983.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120347.734375 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -120347.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -120461.929688 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -120461.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120526.632812 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -120526.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120565.312500 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -120565.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120610.171875 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -120610.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120646.281250 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -120646.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120695.695312 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -120695.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120741.125000 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -120741.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120767.820312 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -120767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120788.867188 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -120788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -120800.523438 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -120800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120807.742188 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -120807.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -120820.429688 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -120820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120828.554688 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -120828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120830.281250 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -120830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120832.523438 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -120832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120835.468750 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -120835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120837.250000 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -120837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120839.085938 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -120839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120839.085938 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -120839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201923 members 
Entering Unmasked Estep 
Score: -21508902.000000 Penalty: 3029.479248
	Iteration 0F: 2 clusters Score -2.15089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -21374568.000000 Penalty: 6058.958496
	Iteration 0F: 3 clusters Score -2.137457e+07 nChanged 96942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -21432026.000000 Penalty: 6058.958496
	Iteration 1F: 3 clusters Score -2.143203e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -21434086.000000 Penalty: 6058.958496
	Iteration 2Q: 3 clusters Score -2.143409e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -21437396.000000 Penalty: 6058.958496
	Iteration 3Q: 3 clusters Score -2.14374e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -21442966.000000 Penalty: 6058.958496
	Iteration 4F: 3 clusters Score -2.144297e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -21452592.000000 Penalty: 6058.958496
	Iteration 5F: 3 clusters Score -2.145259e+07 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -21467424.000000 Penalty: 6058.958496
	Iteration 6F: 3 clusters Score -2.146742e+07 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -21484280.000000 Penalty: 6058.958496
	Iteration 7F: 3 clusters Score -2.148428e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -21496462.000000 Penalty: 6058.958496
	Iteration 8F: 3 clusters Score -2.149646e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 187310 members 
Entering Unmasked Estep 
Score: -21503268.000000 Penalty: 6058.958496
	Iteration 9Q: 3 clusters Score -2.150327e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 189729 members 
Entering Unmasked Estep 
Score: -21506416.000000 Penalty: 6058.958496
	Iteration 10Q: 3 clusters Score -2.150642e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 190879 members 
Entering Unmasked Estep 
Score: -21507744.000000 Penalty: 6058.958496
	Iteration 11Q: 3 clusters Score -2.150774e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -21508298.000000 Penalty: 6058.958496
	Iteration 12Q: 3 clusters Score -2.15083e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 192121 members 
Entering Unmasked Estep 
Score: -21508620.000000 Penalty: 6058.958496
	Iteration 13Q: 3 clusters Score -2.150862e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 192538 members 
Entering Unmasked Estep 
Score: -21508906.000000 Penalty: 6058.958496
	Iteration 14Q: 3 clusters Score -2.150891e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 192851 members 
Entering Unmasked Estep 
Score: -21509002.000000 Penalty: 6058.958496
	Iteration 15Q: 3 clusters Score -2.1509e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 193132 members 
Entering Unmasked Estep 
Score: -21509106.000000 Penalty: 6058.958496
	Iteration 16Q: 3 clusters Score -2.150911e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -21509122.000000 Penalty: 6058.958496
	Iteration 17Q: 3 clusters Score -2.150912e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 193591 members 
Entering Unmasked Estep 
Score: -21509184.000000 Penalty: 6058.958496
	Iteration 18Q: 3 clusters Score -2.150918e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 193745 members 
Entering Unmasked Estep 
Score: -21509174.000000 Penalty: 6058.958496
	Iteration 19Q: 3 clusters Score -2.150917e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 193904 members 
Entering Unmasked Estep 
Score: -21509174.000000 Penalty: 6058.958496
	Iteration 20F: 3 clusters Score -2.150917e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 194027 members 
Entering Unmasked Estep 
Score: -21509200.000000 Penalty: 6058.958496
	Iteration 21Q: 3 clusters Score -2.15092e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 194140 members 
Entering Unmasked Estep 
Score: -21509210.000000 Penalty: 6058.958496
	Iteration 22Q: 3 clusters Score -2.150921e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 194242 members 
Entering Unmasked Estep 
Score: -21509194.000000 Penalty: 6058.958496
	Iteration 23Q: 3 clusters Score -2.150919e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 194323 members 
Entering Unmasked Estep 
Score: -21509184.000000 Penalty: 6058.958496
	Iteration 24Q: 3 clusters Score -2.150918e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 194381 members 
Entering Unmasked Estep 
Score: -21509174.000000 Penalty: 6058.958496
	Iteration 25Q: 3 clusters Score -2.150917e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 194442 members 
Entering Unmasked Estep 
Score: -21509216.000000 Penalty: 6058.958496
	Iteration 26Q: 3 clusters Score -2.150922e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 194505 members 
Entering Unmasked Estep 
Score: -21509246.000000 Penalty: 6058.958496
	Iteration 27Q: 3 clusters Score -2.150925e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 194557 members 
Entering Unmasked Estep 
Score: -21509256.000000 Penalty: 6058.958496
	Iteration 28Q: 3 clusters Score -2.150926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 194604 members 
Entering Unmasked Estep 
Score: -21509244.000000 Penalty: 6058.958496
	Iteration 29Q: 3 clusters Score -2.150924e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 194641 members 
Entering Unmasked Estep 
Score: -21509232.000000 Penalty: 6058.958496
	Iteration 30Q: 3 clusters Score -2.150923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 194682 members 
Entering Unmasked Estep 
Score: -21509256.000000 Penalty: 6058.958496
	Iteration 31Q: 3 clusters Score -2.150926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 194716 members 
Entering Unmasked Estep 
Score: -21509268.000000 Penalty: 6058.958496
	Iteration 32Q: 3 clusters Score -2.150927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -21509274.000000 Penalty: 6058.958496
	Iteration 33Q: 3 clusters Score -2.150927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 194771 members 
Entering Unmasked Estep 
Score: -21509274.000000 Penalty: 6058.958496
	Iteration 34Q: 3 clusters Score -2.150927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 194795 members 
Entering Unmasked Estep 
Score: -21509280.000000 Penalty: 6058.958496
	Iteration 35Q: 3 clusters Score -2.150928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 194817 members 
Entering Unmasked Estep 
Score: -21509280.000000 Penalty: 6058.958496
	Iteration 36Q: 3 clusters Score -2.150928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -21509290.000000 Penalty: 6058.958496
	Iteration 37Q: 3 clusters Score -2.150929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 194846 members 
Entering Unmasked Estep 
Score: -21509302.000000 Penalty: 6058.958496
	Iteration 38Q: 3 clusters Score -2.15093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 194862 members 
Entering Unmasked Estep 
Score: -21509328.000000 Penalty: 6058.958496
	Iteration 39Q: 3 clusters Score -2.150933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 194875 members 
Entering Unmasked Estep 
Score: -21509326.000000 Penalty: 6058.958496
	Iteration 40F: 3 clusters Score -2.150933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 194886 members 
Entering Unmasked Estep 
Score: -21509332.000000 Penalty: 6058.958496
	Iteration 41Q: 3 clusters Score -2.150933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 194893 members 
Entering Unmasked Estep 
Score: -21509324.000000 Penalty: 6058.958496
	Iteration 42Q: 3 clusters Score -2.150932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 194899 members 
Entering Unmasked Estep 
Score: -21509334.000000 Penalty: 6058.958496
	Iteration 43Q: 3 clusters Score -2.150933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 194910 members 
Entering Unmasked Estep 
Score: -21509340.000000 Penalty: 6058.958496
	Iteration 44Q: 3 clusters Score -2.150934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 194926 members 
Entering Unmasked Estep 
Score: -21509338.000000 Penalty: 6058.958496
	Iteration 45Q: 3 clusters Score -2.150934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 194947 members 
Entering Unmasked Estep 
Score: -21509314.000000 Penalty: 6058.958496
	Iteration 46Q: 3 clusters Score -2.150931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -21509324.000000 Penalty: 6058.958496
	Iteration 47Q: 3 clusters Score -2.150932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -21509346.000000 Penalty: 6058.958496
	Iteration 48Q: 3 clusters Score -2.150935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 194995 members 
Entering Unmasked Estep 
Score: -21509348.000000 Penalty: 6058.958496
	Iteration 49Q: 3 clusters Score -2.150935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 195003 members 
Entering Unmasked Estep 
Score: -21509350.000000 Penalty: 6058.958496
	Iteration 50Q: 3 clusters Score -2.150935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -21509334.000000 Penalty: 6058.958496
	Iteration 51Q: 3 clusters Score -2.150933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 195017 members 
Entering Unmasked Estep 
Score: -21509336.000000 Penalty: 6058.958496
	Iteration 52Q: 3 clusters Score -2.150934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -21509336.000000 Penalty: 6058.958496
	Iteration 53Q: 3 clusters Score -2.150934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 195028 members 
Entering Unmasked Estep 
Score: -21509344.000000 Penalty: 6058.958496
	Iteration 54Q: 3 clusters Score -2.150934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 195032 members 
Entering Unmasked Estep 
Score: -21509348.000000 Penalty: 6058.958496
	Iteration 55Q: 3 clusters Score -2.150935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -21509350.000000 Penalty: 6058.958496
	Iteration 56Q: 3 clusters Score -2.150935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 195035 members 
Entering Unmasked Estep 
Score: -21509362.000000 Penalty: 6058.958496
	Iteration 57Q: 3 clusters Score -2.150936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 195037 members 
Entering Unmasked Estep 
Score: -21509356.000000 Penalty: 6058.958496
	Iteration 58Q: 3 clusters Score -2.150936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 195037 members 
Entering Unmasked Estep 
Score: -21509356.000000 Penalty: 6058.958496
	Iteration 59F: 3 clusters Score -2.150936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6886 members 
Mstep: Class 3 contains 195037 members 
Mstep: Class 4 contains 38767 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 127890 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53177 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 62144 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 338805 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332931 members 
Entering Unmasked Estep 
Score: -158423568.000000 Penalty: 91801.890625
Splitting cluster 2 changes total score from -158423808.000000 to -158423568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (38767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Entering Unmasked Estep 
Score: -4174191.750000 Penalty: 2620.200439
	Iteration 0F: 2 clusters Score -4174192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4147834.000000 Penalty: 5240.400879
	Iteration 0F: 3 clusters Score -4147834 nChanged 17814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4157781.750000 Penalty: 5240.400879
	Iteration 1F: 3 clusters Score -4157782 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4158395.000000 Penalty: 5240.400879
	Iteration 2Q: 3 clusters Score -4158395 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4158958.500000 Penalty: 5240.400879
	Iteration 3Q: 3 clusters Score -4158958 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4159567.500000 Penalty: 5240.400879
	Iteration 4Q: 3 clusters Score -4159568 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4160214.250000 Penalty: 5240.400879
	Iteration 5Q: 3 clusters Score -4160214 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4161003.750000 Penalty: 5240.400879
	Iteration 6Q: 3 clusters Score -4161004 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4161939.750000 Penalty: 5240.400879
	Iteration 7Q: 3 clusters Score -4161940 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4163132.750000 Penalty: 5240.400879
	Iteration 8Q: 3 clusters Score -4163133 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4164528.000000 Penalty: 5240.400879
	Iteration 9F: 3 clusters Score -4164528 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4165965.250000 Penalty: 5240.400879
	Iteration 10F: 3 clusters Score -4165965 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4167093.500000 Penalty: 5240.400879
	Iteration 11Q: 3 clusters Score -4167094 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4167883.000000 Penalty: 5240.400879
	Iteration 12Q: 3 clusters Score -4167883 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4168366.750000 Penalty: 5240.400879
	Iteration 13Q: 3 clusters Score -4168367 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4168750.750000 Penalty: 5240.400879
	Iteration 14Q: 3 clusters Score -4168751 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4169057.250000 Penalty: 5240.400879
	Iteration 15Q: 3 clusters Score -4169057 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4169333.000000 Penalty: 5240.400879
	Iteration 16Q: 3 clusters Score -4169333 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4169607.500000 Penalty: 5240.400879
	Iteration 17Q: 3 clusters Score -4169608 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4169859.500000 Penalty: 5240.400879
	Iteration 18Q: 3 clusters Score -4169860 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4170087.500000 Penalty: 5240.400879
	Iteration 19Q: 3 clusters Score -4170088 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4170381.500000 Penalty: 5240.400879
	Iteration 20F: 3 clusters Score -4170382 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4170616.750000 Penalty: 5240.400879
	Iteration 21Q: 3 clusters Score -4170617 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4170850.500000 Penalty: 5240.400879
	Iteration 22Q: 3 clusters Score -4170850 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4171063.500000 Penalty: 5240.400879
	Iteration 23Q: 3 clusters Score -4171064 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4171283.000000 Penalty: 5240.400879
	Iteration 24Q: 3 clusters Score -4171283 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4171466.000000 Penalty: 5240.400879
	Iteration 25Q: 3 clusters Score -4171466 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4171614.250000 Penalty: 5240.400879
	Iteration 26Q: 3 clusters Score -4171614 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4171746.000000 Penalty: 5240.400879
	Iteration 27Q: 3 clusters Score -4171746 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4171845.750000 Penalty: 5240.400879
	Iteration 28Q: 3 clusters Score -4171846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4171932.750000 Penalty: 5240.400879
	Iteration 29Q: 3 clusters Score -4171933 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4172017.500000 Penalty: 5240.400879
	Iteration 30Q: 3 clusters Score -4172018 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4172087.500000 Penalty: 5240.400879
	Iteration 31Q: 3 clusters Score -4172088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4172154.000000 Penalty: 5240.400879
	Iteration 32Q: 3 clusters Score -4172154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4172220.750000 Penalty: 5240.400879
	Iteration 33Q: 3 clusters Score -4172221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4172251.000000 Penalty: 5240.400879
	Iteration 34Q: 3 clusters Score -4172251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4172293.750000 Penalty: 5240.400879
	Iteration 35Q: 3 clusters Score -4172294 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4172333.250000 Penalty: 5240.400879
	Iteration 36Q: 3 clusters Score -4172333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4172359.000000 Penalty: 5240.400879
	Iteration 37Q: 3 clusters Score -4172359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4172355.250000 Penalty: 5240.400879
	Iteration 38Q: 3 clusters Score -4172355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4172390.250000 Penalty: 5240.400879
	Iteration 39Q: 3 clusters Score -4172390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4172402.500000 Penalty: 5240.400879
	Iteration 40F: 3 clusters Score -4172402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4172417.750000 Penalty: 5240.400879
	Iteration 41Q: 3 clusters Score -4172418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4172432.000000 Penalty: 5240.400879
	Iteration 42Q: 3 clusters Score -4172432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4172446.250000 Penalty: 5240.400879
	Iteration 43Q: 3 clusters Score -4172446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4172447.500000 Penalty: 5240.400879
	Iteration 44Q: 3 clusters Score -4172448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4172454.000000 Penalty: 5240.400879
	Iteration 45Q: 3 clusters Score -4172454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4172463.250000 Penalty: 5240.400879
	Iteration 46Q: 3 clusters Score -4172463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4172476.750000 Penalty: 5240.400879
	Iteration 47Q: 3 clusters Score -4172477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4172483.750000 Penalty: 5240.400879
	Iteration 48Q: 3 clusters Score -4172484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4172511.000000 Penalty: 5240.400879
	Iteration 49Q: 3 clusters Score -4172511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4172528.250000 Penalty: 5240.400879
	Iteration 50Q: 3 clusters Score -4172528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4172537.500000 Penalty: 5240.400879
	Iteration 51Q: 3 clusters Score -4172538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4172546.500000 Penalty: 5240.400879
	Iteration 52Q: 3 clusters Score -4172546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4172563.500000 Penalty: 5240.400879
	Iteration 53Q: 3 clusters Score -4172564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4172564.250000 Penalty: 5240.400879
	Iteration 54Q: 3 clusters Score -4172564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4172585.250000 Penalty: 5240.400879
	Iteration 55Q: 3 clusters Score -4172585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4172587.500000 Penalty: 5240.400879
	Iteration 56Q: 3 clusters Score -4172588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4172598.250000 Penalty: 5240.400879
	Iteration 57Q: 3 clusters Score -4172598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4172606.250000 Penalty: 5240.400879
	Iteration 58Q: 3 clusters Score -4172606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4172607.750000 Penalty: 5240.400879
	Iteration 59Q: 3 clusters Score -4172608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4172603.250000 Penalty: 5240.400879
	Iteration 60F: 3 clusters Score -4172603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4172608.000000 Penalty: 5240.400879
	Iteration 61Q: 3 clusters Score -4172608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4172610.000000 Penalty: 5240.400879
	Iteration 62Q: 3 clusters Score -4172610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4172604.500000 Penalty: 5240.400879
	Iteration 63Q: 3 clusters Score -4172604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4172608.500000 Penalty: 5240.400879
	Iteration 64Q: 3 clusters Score -4172608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4172615.750000 Penalty: 5240.400879
	Iteration 65Q: 3 clusters Score -4172616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4172619.250000 Penalty: 5240.400879
	Iteration 66Q: 3 clusters Score -4172619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4172617.250000 Penalty: 5240.400879
	Iteration 67Q: 3 clusters Score -4172617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4172620.500000 Penalty: 5240.400879
	Iteration 68Q: 3 clusters Score -4172620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4172622.750000 Penalty: 5240.400879
	Iteration 69Q: 3 clusters Score -4172623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4172622.250000 Penalty: 5240.400879
	Iteration 70Q: 3 clusters Score -4172622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4172622.250000 Penalty: 5240.400879
	Iteration 71F: 3 clusters Score -4172622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -240838.812500 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -240838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -237956.375000 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -237956.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -238505.609375 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -238505.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -238643.875000 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -238643.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -238734.484375 Penalty: 3848.980225
	Iteration 3Q: 3 clusters Score -238734.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238796.281250 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -238796.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -238831.750000 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -238831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -238856.140625 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -238856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238871.296875 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -238871.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -238883.125000 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -238883.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -238897.703125 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -238897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238911.593750 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -238911.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -238925.500000 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -238925.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -238945.437500 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -238945.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -238972.453125 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -238972.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -239053.328125 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -239053.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -239191.500000 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -239191.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -239311.281250 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -239311.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -239412.156250 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -239412.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -239518.734375 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -239518.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -239657.156250 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -239657.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -239809.703125 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -239809.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -240024.640625 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -240024.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -240208.843750 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -240208.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -240305.171875 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -240305.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -240375.437500 Penalty: 3848.980225
	Iteration 24Q: 3 clusters Score -240375.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -240430.359375 Penalty: 3848.980225
	Iteration 25Q: 3 clusters Score -240430.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -240453.718750 Penalty: 3848.980225
	Iteration 26Q: 3 clusters Score -240453.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -240465.109375 Penalty: 3848.980225
	Iteration 27Q: 3 clusters Score -240465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -240468.078125 Penalty: 3848.980225
	Iteration 28Q: 3 clusters Score -240468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -240470.687500 Penalty: 3848.980225
	Iteration 29Q: 3 clusters Score -240470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -240474.437500 Penalty: 3848.980225
	Iteration 30Q: 3 clusters Score -240474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -240475.781250 Penalty: 3848.980225
	Iteration 31Q: 3 clusters Score -240475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -240476.390625 Penalty: 3848.980225
	Iteration 32Q: 3 clusters Score -240476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -240476.390625 Penalty: 3848.980225
	Iteration 33F: 3 clusters Score -240476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -45050.042969 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -45050.04 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 225 members 
Entering Unmasked Estep 
Score: -43555.660156 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -43555.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43737.015625 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -43737.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43806.949219 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -43806.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43832.062500 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -43832.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43840.027344 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -43840.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43845.160156 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -43845.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43851.402344 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -43851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43860.761719 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -43860.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43872.843750 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -43872.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43880.230469 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -43880.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43884.667969 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -43884.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43885.515625 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -43885.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43885.515625 Penalty: 3060.126709
	Iteration 12F: 3 clusters Score -43885.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Entering Unmasked Estep 
Score: -2704661.000000 Penalty: 2511.791016
	Iteration 0F: 2 clusters Score -2704661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2687322.500000 Penalty: 5023.582031
	Iteration 0F: 3 clusters Score -2687322 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2693217.000000 Penalty: 5023.582031
	Iteration 1F: 3 clusters Score -2693217 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2693626.250000 Penalty: 5023.582031
	Iteration 2Q: 3 clusters Score -2693626 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2694028.500000 Penalty: 5023.582031
	Iteration 3Q: 3 clusters Score -2694028 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2694453.250000 Penalty: 5023.582031
	Iteration 4Q: 3 clusters Score -2694453 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2694946.250000 Penalty: 5023.582031
	Iteration 5Q: 3 clusters Score -2694946 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2695504.500000 Penalty: 5023.582031
	Iteration 6Q: 3 clusters Score -2695504 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2696152.750000 Penalty: 5023.582031
	Iteration 7Q: 3 clusters Score -2696153 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2696912.000000 Penalty: 5023.582031
	Iteration 8Q: 3 clusters Score -2696912 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2697660.750000 Penalty: 5023.582031
	Iteration 9Q: 3 clusters Score -2697661 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2698433.500000 Penalty: 5023.582031
	Iteration 10Q: 3 clusters Score -2698434 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2699075.000000 Penalty: 5023.582031
	Iteration 11Q: 3 clusters Score -2699075 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2699538.750000 Penalty: 5023.582031
	Iteration 12Q: 3 clusters Score -2699539 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2699920.000000 Penalty: 5023.582031
	Iteration 13Q: 3 clusters Score -2699920 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2700236.000000 Penalty: 5023.582031
	Iteration 14Q: 3 clusters Score -2700236 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2700457.000000 Penalty: 5023.582031
	Iteration 15Q: 3 clusters Score -2700457 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2700621.000000 Penalty: 5023.582031
	Iteration 16Q: 3 clusters Score -2700621 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2700744.250000 Penalty: 5023.582031
	Iteration 17Q: 3 clusters Score -2700744 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2700830.500000 Penalty: 5023.582031
	Iteration 18Q: 3 clusters Score -2700830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2700893.500000 Penalty: 5023.582031
	Iteration 19Q: 3 clusters Score -2700894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2700937.750000 Penalty: 5023.582031
	Iteration 20F: 3 clusters Score -2700938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2700976.750000 Penalty: 5023.582031
	Iteration 21Q: 3 clusters Score -2700977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2701006.500000 Penalty: 5023.582031
	Iteration 22Q: 3 clusters Score -2701006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2701032.250000 Penalty: 5023.582031
	Iteration 23Q: 3 clusters Score -2701032 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2701072.250000 Penalty: 5023.582031
	Iteration 24Q: 3 clusters Score -2701072 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2701107.000000 Penalty: 5023.582031
	Iteration 25Q: 3 clusters Score -2701107 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2701135.750000 Penalty: 5023.582031
	Iteration 26Q: 3 clusters Score -2701136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2701180.750000 Penalty: 5023.582031
	Iteration 27Q: 3 clusters Score -2701181 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2701209.250000 Penalty: 5023.582031
	Iteration 28Q: 3 clusters Score -2701209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2701231.500000 Penalty: 5023.582031
	Iteration 29Q: 3 clusters Score -2701232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2701267.250000 Penalty: 5023.582031
	Iteration 30Q: 3 clusters Score -2701267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2701309.250000 Penalty: 5023.582031
	Iteration 31Q: 3 clusters Score -2701309 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2701320.000000 Penalty: 5023.582031
	Iteration 32Q: 3 clusters Score -2701320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2701347.250000 Penalty: 5023.582031
	Iteration 33Q: 3 clusters Score -2701347 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2701382.750000 Penalty: 5023.582031
	Iteration 34Q: 3 clusters Score -2701383 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2701416.750000 Penalty: 5023.582031
	Iteration 35Q: 3 clusters Score -2701417 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2701443.500000 Penalty: 5023.582031
	Iteration 36Q: 3 clusters Score -2701444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2701503.500000 Penalty: 5023.582031
	Iteration 37Q: 3 clusters Score -2701504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2701541.000000 Penalty: 5023.582031
	Iteration 38Q: 3 clusters Score -2701541 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2701600.750000 Penalty: 5023.582031
	Iteration 39Q: 3 clusters Score -2701601 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2701655.750000 Penalty: 5023.582031
	Iteration 40F: 3 clusters Score -2701656 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2701703.000000 Penalty: 5023.582031
	Iteration 41Q: 3 clusters Score -2701703 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2701758.500000 Penalty: 5023.582031
	Iteration 42Q: 3 clusters Score -2701758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2701799.750000 Penalty: 5023.582031
	Iteration 43Q: 3 clusters Score -2701800 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2701848.000000 Penalty: 5023.582031
	Iteration 44Q: 3 clusters Score -2701848 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2701894.750000 Penalty: 5023.582031
	Iteration 45Q: 3 clusters Score -2701895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2701924.500000 Penalty: 5023.582031
	Iteration 46Q: 3 clusters Score -2701924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2701961.250000 Penalty: 5023.582031
	Iteration 47Q: 3 clusters Score -2701961 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2701996.750000 Penalty: 5023.582031
	Iteration 48Q: 3 clusters Score -2701997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2702033.750000 Penalty: 5023.582031
	Iteration 49Q: 3 clusters Score -2702034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2702073.250000 Penalty: 5023.582031
	Iteration 50Q: 3 clusters Score -2702073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2702100.000000 Penalty: 5023.582031
	Iteration 51Q: 3 clusters Score -2702100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2702133.000000 Penalty: 5023.582031
	Iteration 52Q: 3 clusters Score -2702133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2702157.750000 Penalty: 5023.582031
	Iteration 53Q: 3 clusters Score -2702158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2702177.000000 Penalty: 5023.582031
	Iteration 54Q: 3 clusters Score -2702177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2702206.000000 Penalty: 5023.582031
	Iteration 55Q: 3 clusters Score -2702206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2702227.250000 Penalty: 5023.582031
	Iteration 56Q: 3 clusters Score -2702227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2702255.500000 Penalty: 5023.582031
	Iteration 57Q: 3 clusters Score -2702256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2702278.000000 Penalty: 5023.582031
	Iteration 58Q: 3 clusters Score -2702278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2702310.000000 Penalty: 5023.582031
	Iteration 59Q: 3 clusters Score -2702310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2702345.500000 Penalty: 5023.582031
	Iteration 60F: 3 clusters Score -2702346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2702373.750000 Penalty: 5023.582031
	Iteration 61Q: 3 clusters Score -2702374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2702391.500000 Penalty: 5023.582031
	Iteration 62Q: 3 clusters Score -2702392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2702412.500000 Penalty: 5023.582031
	Iteration 63Q: 3 clusters Score -2702412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2702425.750000 Penalty: 5023.582031
	Iteration 64Q: 3 clusters Score -2702426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2702435.750000 Penalty: 5023.582031
	Iteration 65Q: 3 clusters Score -2702436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2702444.250000 Penalty: 5023.582031
	Iteration 66Q: 3 clusters Score -2702444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2702456.000000 Penalty: 5023.582031
	Iteration 67Q: 3 clusters Score -2702456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2702464.000000 Penalty: 5023.582031
	Iteration 68Q: 3 clusters Score -2702464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2702468.750000 Penalty: 5023.582031
	Iteration 69Q: 3 clusters Score -2702469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2702487.000000 Penalty: 5023.582031
	Iteration 70Q: 3 clusters Score -2702487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2702484.500000 Penalty: 5023.582031
	Iteration 71Q: 3 clusters Score -2702484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2702491.750000 Penalty: 5023.582031
	Iteration 72Q: 3 clusters Score -2702492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2702498.250000 Penalty: 5023.582031
	Iteration 73Q: 3 clusters Score -2702498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2702498.250000 Penalty: 5023.582031
	Iteration 74Q: 3 clusters Score -2702498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2702495.250000 Penalty: 5023.582031
	Iteration 75Q: 3 clusters Score -2702495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2702499.250000 Penalty: 5023.582031
	Iteration 76Q: 3 clusters Score -2702499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2702495.500000 Penalty: 5023.582031
	Iteration 77Q: 3 clusters Score -2702496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2702497.750000 Penalty: 5023.582031
	Iteration 78Q: 3 clusters Score -2702498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2702501.000000 Penalty: 5023.582031
	Iteration 79Q: 3 clusters Score -2702501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2702501.500000 Penalty: 5023.582031
	Iteration 80F: 3 clusters Score -2702502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2702503.250000 Penalty: 5023.582031
	Iteration 81Q: 3 clusters Score -2702503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2702504.000000 Penalty: 5023.582031
	Iteration 82Q: 3 clusters Score -2702504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2702500.250000 Penalty: 5023.582031
	Iteration 83Q: 3 clusters Score -2702500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2702500.250000 Penalty: 5023.582031
	Iteration 84F: 3 clusters Score -2702500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Entering Unmasked Estep 
Score: -2735819.250000 Penalty: 2514.539062
	Iteration 0F: 2 clusters Score -2735819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2718253.000000 Penalty: 5029.078125
	Iteration 0F: 3 clusters Score -2718253 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2724359.250000 Penalty: 5029.078125
	Iteration 1F: 3 clusters Score -2724359 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2724733.500000 Penalty: 5029.078125
	Iteration 2Q: 3 clusters Score -2724734 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2725031.000000 Penalty: 5029.078125
	Iteration 3Q: 3 clusters Score -2725031 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2725315.750000 Penalty: 5029.078125
	Iteration 4Q: 3 clusters Score -2725316 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2725589.750000 Penalty: 5029.078125
	Iteration 5Q: 3 clusters Score -2725590 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2725859.250000 Penalty: 5029.078125
	Iteration 6Q: 3 clusters Score -2725859 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2726204.250000 Penalty: 5029.078125
	Iteration 7Q: 3 clusters Score -2726204 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2726609.250000 Penalty: 5029.078125
	Iteration 8Q: 3 clusters Score -2726609 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2727160.250000 Penalty: 5029.078125
	Iteration 9Q: 3 clusters Score -2727160 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2727835.750000 Penalty: 5029.078125
	Iteration 10Q: 3 clusters Score -2727836 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2728709.250000 Penalty: 5029.078125
	Iteration 11Q: 3 clusters Score -2728709 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2729688.500000 Penalty: 5029.078125
	Iteration 12Q: 3 clusters Score -2729688 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2730529.000000 Penalty: 5029.078125
	Iteration 13Q: 3 clusters Score -2730529 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2731202.750000 Penalty: 5029.078125
	Iteration 14Q: 3 clusters Score -2731203 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2731731.500000 Penalty: 5029.078125
	Iteration 15Q: 3 clusters Score -2731732 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2732101.000000 Penalty: 5029.078125
	Iteration 16Q: 3 clusters Score -2732101 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2732333.000000 Penalty: 5029.078125
	Iteration 17Q: 3 clusters Score -2732333 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2732551.000000 Penalty: 5029.078125
	Iteration 18Q: 3 clusters Score -2732551 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2732751.500000 Penalty: 5029.078125
	Iteration 19Q: 3 clusters Score -2732752 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2732893.000000 Penalty: 5029.078125
	Iteration 20F: 3 clusters Score -2732893 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2732991.500000 Penalty: 5029.078125
	Iteration 21Q: 3 clusters Score -2732992 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2733096.000000 Penalty: 5029.078125
	Iteration 22Q: 3 clusters Score -2733096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2733197.250000 Penalty: 5029.078125
	Iteration 23Q: 3 clusters Score -2733197 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2733278.750000 Penalty: 5029.078125
	Iteration 24Q: 3 clusters Score -2733279 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2733340.250000 Penalty: 5029.078125
	Iteration 25Q: 3 clusters Score -2733340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2733393.750000 Penalty: 5029.078125
	Iteration 26Q: 3 clusters Score -2733394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2733433.750000 Penalty: 5029.078125
	Iteration 27Q: 3 clusters Score -2733434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2733470.500000 Penalty: 5029.078125
	Iteration 28Q: 3 clusters Score -2733470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2733491.250000 Penalty: 5029.078125
	Iteration 29Q: 3 clusters Score -2733491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2733527.000000 Penalty: 5029.078125
	Iteration 30Q: 3 clusters Score -2733527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2733545.250000 Penalty: 5029.078125
	Iteration 31Q: 3 clusters Score -2733545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2733565.750000 Penalty: 5029.078125
	Iteration 32Q: 3 clusters Score -2733566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2733584.250000 Penalty: 5029.078125
	Iteration 33Q: 3 clusters Score -2733584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2733599.500000 Penalty: 5029.078125
	Iteration 34Q: 3 clusters Score -2733600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2733609.250000 Penalty: 5029.078125
	Iteration 35Q: 3 clusters Score -2733609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2733618.500000 Penalty: 5029.078125
	Iteration 36Q: 3 clusters Score -2733618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2733625.000000 Penalty: 5029.078125
	Iteration 37Q: 3 clusters Score -2733625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2733639.750000 Penalty: 5029.078125
	Iteration 38Q: 3 clusters Score -2733640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2733649.750000 Penalty: 5029.078125
	Iteration 39Q: 3 clusters Score -2733650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2733659.250000 Penalty: 5029.078125
	Iteration 40F: 3 clusters Score -2733659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -2733666.250000 Penalty: 5029.078125
	Iteration 41Q: 3 clusters Score -2733666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2733672.500000 Penalty: 5029.078125
	Iteration 42Q: 3 clusters Score -2733672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2733685.750000 Penalty: 5029.078125
	Iteration 43Q: 3 clusters Score -2733686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2733690.750000 Penalty: 5029.078125
	Iteration 44Q: 3 clusters Score -2733691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2733692.750000 Penalty: 5029.078125
	Iteration 45Q: 3 clusters Score -2733693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2733697.750000 Penalty: 5029.078125
	Iteration 46Q: 3 clusters Score -2733698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2733697.750000 Penalty: 5029.078125
	Iteration 47F: 3 clusters Score -2733698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -756398.062500 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -756398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -750464.500000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -750464.5 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -752043.937500 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -752043.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -752343.000000 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -752343 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -752545.375000 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -752545.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -752723.500000 Penalty: 4405.390625
	Iteration 4Q: 3 clusters Score -752723.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -752901.312500 Penalty: 4405.390625
	Iteration 5Q: 3 clusters Score -752901.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -753081.500000 Penalty: 4405.390625
	Iteration 6Q: 3 clusters Score -753081.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -753239.937500 Penalty: 4405.390625
	Iteration 7Q: 3 clusters Score -753239.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -753367.812500 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -753367.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -753510.062500 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -753510.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -753656.875000 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -753656.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -753772.187500 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -753772.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -753892.062500 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -753892.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -754006.625000 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -754006.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -754106.187500 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -754106.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -754175.125000 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -754175.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -754227.500000 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -754227.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -754262.812500 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -754262.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -754297.937500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -754297.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -754331.812500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -754331.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -754365.250000 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -754365.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -754391.500000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -754391.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -754416.250000 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -754416.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -754431.625000 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -754431.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -754440.750000 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -754440.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -754452.687500 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -754452.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -754463.437500 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -754463.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -754466.750000 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -754466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -754471.625000 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -754471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -754471.625000 Penalty: 4405.390625
	Iteration 29Q: 3 clusters Score -754471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -754471.187500 Penalty: 4405.390625
	Iteration 30Q: 3 clusters Score -754471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -754470.812500 Penalty: 4405.390625
	Iteration 31Q: 3 clusters Score -754470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -754471.812500 Penalty: 4405.390625
	Iteration 32Q: 3 clusters Score -754471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -754471.812500 Penalty: 4405.390625
	Iteration 33F: 3 clusters Score -754471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -33319.875000 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -33319.88 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 207 members 
Entering Unmasked Estep 
Score: -31918.669922 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -31918.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32229.410156 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -32229.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32496.949219 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -32496.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32663.974609 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -32663.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32755.099609 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -32755.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32890.898438 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -32890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33007.648438 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -33007.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33124.152344 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -33124.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33273.968750 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -33273.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33381.894531 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -33381.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33429.667969 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -33429.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33435.933594 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -33435.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33447.742188 Penalty: 2984.013916
	Iteration 12F: 3 clusters Score -33447.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33568.140625 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -33568.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33568.140625 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -33568.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 201923 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 38767 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 127890 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53177 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 62144 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 338805 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332931 members 
Entering Unmasked Estep 
Score: -158421904.000000 Penalty: 91801.890625
Splitting cluster 10 changes total score from -158423808.000000 to -158421904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -84692.328125 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -84692.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82826.570312 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -82826.57 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83129.109375 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -83129.11 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83285.078125 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -83285.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83394.984375 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -83394.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83490.078125 Penalty: 3387.041260
	Iteration 4Q: 3 clusters Score -83490.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83555.609375 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -83555.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83603.921875 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -83603.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83625.375000 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -83625.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83637.421875 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -83637.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83646.484375 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -83646.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83648.554688 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -83648.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83648.554688 Penalty: 3387.041260
	Iteration 11F: 3 clusters Score -83648.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Entering Unmasked Estep 
Score: -4306408.500000 Penalty: 2627.518555
	Iteration 0F: 2 clusters Score -4306408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4279338.500000 Penalty: 5255.037109
	Iteration 0F: 3 clusters Score -4279338 nChanged 18164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4289338.000000 Penalty: 5255.037109
	Iteration 1F: 3 clusters Score -4289338 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4290021.500000 Penalty: 5255.037109
	Iteration 2Q: 3 clusters Score -4290022 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4290786.500000 Penalty: 5255.037109
	Iteration 3Q: 3 clusters Score -4290786 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4291767.000000 Penalty: 5255.037109
	Iteration 4F: 3 clusters Score -4291767 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4293034.500000 Penalty: 5255.037109
	Iteration 5F: 3 clusters Score -4293034 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4294632.500000 Penalty: 5255.037109
	Iteration 6F: 3 clusters Score -4294632 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4296603.500000 Penalty: 5255.037109
	Iteration 7F: 3 clusters Score -4296604 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4298746.000000 Penalty: 5255.037109
	Iteration 8F: 3 clusters Score -4298746 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4300397.500000 Penalty: 5255.037109
	Iteration 9F: 3 clusters Score -4300398 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4301249.500000 Penalty: 5255.037109
	Iteration 10Q: 3 clusters Score -4301250 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4301597.000000 Penalty: 5255.037109
	Iteration 11Q: 3 clusters Score -4301597 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4301837.000000 Penalty: 5255.037109
	Iteration 12Q: 3 clusters Score -4301837 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4302013.500000 Penalty: 5255.037109
	Iteration 13Q: 3 clusters Score -4302014 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4302170.000000 Penalty: 5255.037109
	Iteration 14Q: 3 clusters Score -4302170 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4302312.000000 Penalty: 5255.037109
	Iteration 15Q: 3 clusters Score -4302312 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4302458.500000 Penalty: 5255.037109
	Iteration 16Q: 3 clusters Score -4302458 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4302571.500000 Penalty: 5255.037109
	Iteration 17Q: 3 clusters Score -4302572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4302692.000000 Penalty: 5255.037109
	Iteration 18Q: 3 clusters Score -4302692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4302778.500000 Penalty: 5255.037109
	Iteration 19Q: 3 clusters Score -4302778 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4302875.000000 Penalty: 5255.037109
	Iteration 20F: 3 clusters Score -4302875 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4302955.000000 Penalty: 5255.037109
	Iteration 21Q: 3 clusters Score -4302955 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4303041.000000 Penalty: 5255.037109
	Iteration 22Q: 3 clusters Score -4303041 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4303131.500000 Penalty: 5255.037109
	Iteration 23Q: 3 clusters Score -4303132 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4303238.500000 Penalty: 5255.037109
	Iteration 24Q: 3 clusters Score -4303238 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4303311.500000 Penalty: 5255.037109
	Iteration 25Q: 3 clusters Score -4303312 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4303414.500000 Penalty: 5255.037109
	Iteration 26Q: 3 clusters Score -4303414 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4303479.000000 Penalty: 5255.037109
	Iteration 27Q: 3 clusters Score -4303479 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4303572.500000 Penalty: 5255.037109
	Iteration 28Q: 3 clusters Score -4303572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4303636.000000 Penalty: 5255.037109
	Iteration 29Q: 3 clusters Score -4303636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4303712.000000 Penalty: 5255.037109
	Iteration 30Q: 3 clusters Score -4303712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4303740.000000 Penalty: 5255.037109
	Iteration 31Q: 3 clusters Score -4303740 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4303788.500000 Penalty: 5255.037109
	Iteration 32Q: 3 clusters Score -4303788 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4303827.500000 Penalty: 5255.037109
	Iteration 33Q: 3 clusters Score -4303828 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4303860.000000 Penalty: 5255.037109
	Iteration 34Q: 3 clusters Score -4303860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4303899.500000 Penalty: 5255.037109
	Iteration 35Q: 3 clusters Score -4303900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4303950.500000 Penalty: 5255.037109
	Iteration 36Q: 3 clusters Score -4303950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4303976.000000 Penalty: 5255.037109
	Iteration 37Q: 3 clusters Score -4303976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4304002.500000 Penalty: 5255.037109
	Iteration 38Q: 3 clusters Score -4304002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4304031.000000 Penalty: 5255.037109
	Iteration 39Q: 3 clusters Score -4304031 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4304049.000000 Penalty: 5255.037109
	Iteration 40F: 3 clusters Score -4304049 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4304084.500000 Penalty: 5255.037109
	Iteration 41Q: 3 clusters Score -4304084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4304111.000000 Penalty: 5255.037109
	Iteration 42Q: 3 clusters Score -4304111 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4304134.500000 Penalty: 5255.037109
	Iteration 43Q: 3 clusters Score -4304134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4304169.000000 Penalty: 5255.037109
	Iteration 44Q: 3 clusters Score -4304169 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4304178.000000 Penalty: 5255.037109
	Iteration 45Q: 3 clusters Score -4304178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4304213.000000 Penalty: 5255.037109
	Iteration 46Q: 3 clusters Score -4304213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4304226.000000 Penalty: 5255.037109
	Iteration 47Q: 3 clusters Score -4304226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4304243.500000 Penalty: 5255.037109
	Iteration 48Q: 3 clusters Score -4304244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4304261.500000 Penalty: 5255.037109
	Iteration 49Q: 3 clusters Score -4304262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4304286.000000 Penalty: 5255.037109
	Iteration 50Q: 3 clusters Score -4304286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4304295.000000 Penalty: 5255.037109
	Iteration 51Q: 3 clusters Score -4304295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4304308.500000 Penalty: 5255.037109
	Iteration 52Q: 3 clusters Score -4304308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4304323.500000 Penalty: 5255.037109
	Iteration 53Q: 3 clusters Score -4304324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4304323.000000 Penalty: 5255.037109
	Iteration 54Q: 3 clusters Score -4304323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4304323.500000 Penalty: 5255.037109
	Iteration 55Q: 3 clusters Score -4304324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4304333.500000 Penalty: 5255.037109
	Iteration 56Q: 3 clusters Score -4304334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4304334.000000 Penalty: 5255.037109
	Iteration 57Q: 3 clusters Score -4304334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4304336.500000 Penalty: 5255.037109
	Iteration 58Q: 3 clusters Score -4304336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4304338.500000 Penalty: 5255.037109
	Iteration 59Q: 3 clusters Score -4304338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4304341.500000 Penalty: 5255.037109
	Iteration 60F: 3 clusters Score -4304342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4304363.000000 Penalty: 5255.037109
	Iteration 61Q: 3 clusters Score -4304363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4304371.500000 Penalty: 5255.037109
	Iteration 62Q: 3 clusters Score -4304372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4304384.000000 Penalty: 5255.037109
	Iteration 63Q: 3 clusters Score -4304384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4304398.000000 Penalty: 5255.037109
	Iteration 64Q: 3 clusters Score -4304398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4304401.000000 Penalty: 5255.037109
	Iteration 65Q: 3 clusters Score -4304401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4304405.500000 Penalty: 5255.037109
	Iteration 66Q: 3 clusters Score -4304406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4304405.000000 Penalty: 5255.037109
	Iteration 67Q: 3 clusters Score -4304405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4304414.000000 Penalty: 5255.037109
	Iteration 68Q: 3 clusters Score -4304414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4304418.000000 Penalty: 5255.037109
	Iteration 69Q: 3 clusters Score -4304418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4304420.000000 Penalty: 5255.037109
	Iteration 70Q: 3 clusters Score -4304420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4304424.000000 Penalty: 5255.037109
	Iteration 71Q: 3 clusters Score -4304424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4304432.500000 Penalty: 5255.037109
	Iteration 72Q: 3 clusters Score -4304432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4304432.000000 Penalty: 5255.037109
	Iteration 73Q: 3 clusters Score -4304432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4304434.500000 Penalty: 5255.037109
	Iteration 74Q: 3 clusters Score -4304434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4304437.000000 Penalty: 5255.037109
	Iteration 75Q: 3 clusters Score -4304437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4304436.500000 Penalty: 5255.037109
	Iteration 76Q: 3 clusters Score -4304436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4304433.500000 Penalty: 5255.037109
	Iteration 77Q: 3 clusters Score -4304434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4304433.500000 Penalty: 5255.037109
	Iteration 78Q: 3 clusters Score -4304434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4304434.000000 Penalty: 5255.037109
	Iteration 79Q: 3 clusters Score -4304434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4304442.000000 Penalty: 5255.037109
	Iteration 80F: 3 clusters Score -4304442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4304443.000000 Penalty: 5255.037109
	Iteration 81Q: 3 clusters Score -4304443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4304453.500000 Penalty: 5255.037109
	Iteration 82Q: 3 clusters Score -4304454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4304455.500000 Penalty: 5255.037109
	Iteration 83Q: 3 clusters Score -4304456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4304457.000000 Penalty: 5255.037109
	Iteration 84Q: 3 clusters Score -4304457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4304467.500000 Penalty: 5255.037109
	Iteration 85Q: 3 clusters Score -4304468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4304470.000000 Penalty: 5255.037109
	Iteration 86Q: 3 clusters Score -4304470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4304469.500000 Penalty: 5255.037109
	Iteration 87Q: 3 clusters Score -4304470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4304469.500000 Penalty: 5255.037109
	Iteration 88Q: 3 clusters Score -4304470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4304469.500000 Penalty: 5255.037109
	Iteration 89Q: 3 clusters Score -4304470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4304466.500000 Penalty: 5255.037109
	Iteration 90Q: 3 clusters Score -4304466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4304468.500000 Penalty: 5255.037109
	Iteration 91Q: 3 clusters Score -4304468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4304468.500000 Penalty: 5255.037109
	Iteration 92F: 3 clusters Score -4304468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -657880.000000 Penalty: 2180.740479
	Iteration 0F: 2 clusters Score -657880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -652349.687500 Penalty: 4361.480957
	Iteration 0F: 3 clusters Score -652349.7 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -653782.500000 Penalty: 4361.480957
	Iteration 1F: 3 clusters Score -653782.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -654055.250000 Penalty: 4361.480957
	Iteration 2F: 3 clusters Score -654055.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -654254.562500 Penalty: 4361.480957
	Iteration 3F: 3 clusters Score -654254.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -654415.687500 Penalty: 4361.480957
	Iteration 4Q: 3 clusters Score -654415.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -654566.750000 Penalty: 4361.480957
	Iteration 5Q: 3 clusters Score -654566.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -654694.312500 Penalty: 4361.480957
	Iteration 6Q: 3 clusters Score -654694.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -654829.625000 Penalty: 4361.480957
	Iteration 7Q: 3 clusters Score -654829.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -654958.562500 Penalty: 4361.480957
	Iteration 8Q: 3 clusters Score -654958.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -655061.562500 Penalty: 4361.480957
	Iteration 9Q: 3 clusters Score -655061.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -655136.125000 Penalty: 4361.480957
	Iteration 10Q: 3 clusters Score -655136.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -655200.000000 Penalty: 4361.480957
	Iteration 11Q: 3 clusters Score -655200 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -655248.500000 Penalty: 4361.480957
	Iteration 12Q: 3 clusters Score -655248.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -655280.250000 Penalty: 4361.480957
	Iteration 13Q: 3 clusters Score -655280.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -655304.562500 Penalty: 4361.480957
	Iteration 14Q: 3 clusters Score -655304.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -655333.187500 Penalty: 4361.480957
	Iteration 15Q: 3 clusters Score -655333.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -655355.625000 Penalty: 4361.480957
	Iteration 16Q: 3 clusters Score -655355.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -655373.125000 Penalty: 4361.480957
	Iteration 17Q: 3 clusters Score -655373.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -655390.187500 Penalty: 4361.480957
	Iteration 18Q: 3 clusters Score -655390.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -655410.000000 Penalty: 4361.480957
	Iteration 19Q: 3 clusters Score -655410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -655427.375000 Penalty: 4361.480957
	Iteration 20F: 3 clusters Score -655427.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -655445.000000 Penalty: 4361.480957
	Iteration 21Q: 3 clusters Score -655445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -655464.875000 Penalty: 4361.480957
	Iteration 22Q: 3 clusters Score -655464.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -655484.625000 Penalty: 4361.480957
	Iteration 23Q: 3 clusters Score -655484.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -655496.500000 Penalty: 4361.480957
	Iteration 24Q: 3 clusters Score -655496.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -655510.375000 Penalty: 4361.480957
	Iteration 25Q: 3 clusters Score -655510.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -655523.187500 Penalty: 4361.480957
	Iteration 26Q: 3 clusters Score -655523.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -655542.875000 Penalty: 4361.480957
	Iteration 27Q: 3 clusters Score -655542.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -655564.000000 Penalty: 4361.480957
	Iteration 28Q: 3 clusters Score -655564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -655582.500000 Penalty: 4361.480957
	Iteration 29Q: 3 clusters Score -655582.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -655604.687500 Penalty: 4361.480957
	Iteration 30Q: 3 clusters Score -655604.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -655621.000000 Penalty: 4361.480957
	Iteration 31Q: 3 clusters Score -655621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -655631.750000 Penalty: 4361.480957
	Iteration 32Q: 3 clusters Score -655631.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -655641.062500 Penalty: 4361.480957
	Iteration 33Q: 3 clusters Score -655641.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -655656.000000 Penalty: 4361.480957
	Iteration 34Q: 3 clusters Score -655656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -655659.625000 Penalty: 4361.480957
	Iteration 35Q: 3 clusters Score -655659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -655665.625000 Penalty: 4361.480957
	Iteration 36Q: 3 clusters Score -655665.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -655674.000000 Penalty: 4361.480957
	Iteration 37Q: 3 clusters Score -655674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -655680.125000 Penalty: 4361.480957
	Iteration 38Q: 3 clusters Score -655680.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -655683.687500 Penalty: 4361.480957
	Iteration 39Q: 3 clusters Score -655683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655686.687500 Penalty: 4361.480957
	Iteration 40F: 3 clusters Score -655686.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -655689.500000 Penalty: 4361.480957
	Iteration 41Q: 3 clusters Score -655689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -655692.250000 Penalty: 4361.480957
	Iteration 42Q: 3 clusters Score -655692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -655693.312500 Penalty: 4361.480957
	Iteration 43Q: 3 clusters Score -655693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -655695.750000 Penalty: 4361.480957
	Iteration 44Q: 3 clusters Score -655695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -655697.812500 Penalty: 4361.480957
	Iteration 45Q: 3 clusters Score -655697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -655700.125000 Penalty: 4361.480957
	Iteration 46Q: 3 clusters Score -655700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -655706.562500 Penalty: 4361.480957
	Iteration 47Q: 3 clusters Score -655706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -655710.250000 Penalty: 4361.480957
	Iteration 48Q: 3 clusters Score -655710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -655711.562500 Penalty: 4361.480957
	Iteration 49Q: 3 clusters Score -655711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -655713.375000 Penalty: 4361.480957
	Iteration 50Q: 3 clusters Score -655713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -655716.687500 Penalty: 4361.480957
	Iteration 51Q: 3 clusters Score -655716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -655719.125000 Penalty: 4361.480957
	Iteration 52Q: 3 clusters Score -655719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -655721.687500 Penalty: 4361.480957
	Iteration 53Q: 3 clusters Score -655721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -655723.750000 Penalty: 4361.480957
	Iteration 54Q: 3 clusters Score -655723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -655723.937500 Penalty: 4361.480957
	Iteration 55Q: 3 clusters Score -655723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -655725.250000 Penalty: 4361.480957
	Iteration 56Q: 3 clusters Score -655725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -655726.062500 Penalty: 4361.480957
	Iteration 57Q: 3 clusters Score -655726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -655725.375000 Penalty: 4361.480957
	Iteration 58Q: 3 clusters Score -655725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -655726.625000 Penalty: 4361.480957
	Iteration 59Q: 3 clusters Score -655726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -655724.687500 Penalty: 4361.480957
	Iteration 60F: 3 clusters Score -655724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -655728.312500 Penalty: 4361.480957
	Iteration 61Q: 3 clusters Score -655728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -655730.875000 Penalty: 4361.480957
	Iteration 62Q: 3 clusters Score -655730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -655734.062500 Penalty: 4361.480957
	Iteration 63Q: 3 clusters Score -655734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -655738.250000 Penalty: 4361.480957
	Iteration 64Q: 3 clusters Score -655738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -655743.437500 Penalty: 4361.480957
	Iteration 65Q: 3 clusters Score -655743.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -655745.500000 Penalty: 4361.480957
	Iteration 66Q: 3 clusters Score -655745.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -655747.312500 Penalty: 4361.480957
	Iteration 67Q: 3 clusters Score -655747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -655747.875000 Penalty: 4361.480957
	Iteration 68Q: 3 clusters Score -655747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -655752.750000 Penalty: 4361.480957
	Iteration 69Q: 3 clusters Score -655752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -655755.875000 Penalty: 4361.480957
	Iteration 70Q: 3 clusters Score -655755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -655757.250000 Penalty: 4361.480957
	Iteration 71Q: 3 clusters Score -655757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -655759.812500 Penalty: 4361.480957
	Iteration 72Q: 3 clusters Score -655759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -655761.250000 Penalty: 4361.480957
	Iteration 73Q: 3 clusters Score -655761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -655764.500000 Penalty: 4361.480957
	Iteration 74Q: 3 clusters Score -655764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -655765.187500 Penalty: 4361.480957
	Iteration 75Q: 3 clusters Score -655765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -655766.250000 Penalty: 4361.480957
	Iteration 76Q: 3 clusters Score -655766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -655766.500000 Penalty: 4361.480957
	Iteration 77Q: 3 clusters Score -655766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -655766.937500 Penalty: 4361.480957
	Iteration 78Q: 3 clusters Score -655766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -655766.937500 Penalty: 4361.480957
	Iteration 79F: 3 clusters Score -655766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Entering Unmasked Estep 
Score: -3015349.000000 Penalty: 2564.880127
	Iteration 0F: 2 clusters Score -3015349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2994147.250000 Penalty: 5129.760254
	Iteration 0F: 3 clusters Score -2994147 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3001550.750000 Penalty: 5129.760254
	Iteration 1F: 3 clusters Score -3001551 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3001942.000000 Penalty: 5129.760254
	Iteration 2Q: 3 clusters Score -3001942 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3002311.750000 Penalty: 5129.760254
	Iteration 3Q: 3 clusters Score -3002312 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3002763.750000 Penalty: 5129.760254
	Iteration 4Q: 3 clusters Score -3002764 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3003300.000000 Penalty: 5129.760254
	Iteration 5Q: 3 clusters Score -3003300 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3003916.000000 Penalty: 5129.760254
	Iteration 6Q: 3 clusters Score -3003916 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3004533.000000 Penalty: 5129.760254
	Iteration 7Q: 3 clusters Score -3004533 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3005190.000000 Penalty: 5129.760254
	Iteration 8Q: 3 clusters Score -3005190 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3005853.250000 Penalty: 5129.760254
	Iteration 9Q: 3 clusters Score -3005853 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3006580.000000 Penalty: 5129.760254
	Iteration 10Q: 3 clusters Score -3006580 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3007462.750000 Penalty: 5129.760254
	Iteration 11Q: 3 clusters Score -3007463 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3008436.500000 Penalty: 5129.760254
	Iteration 12Q: 3 clusters Score -3008436 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3009464.750000 Penalty: 5129.760254
	Iteration 13Q: 3 clusters Score -3009465 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3010382.250000 Penalty: 5129.760254
	Iteration 14Q: 3 clusters Score -3010382 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3011225.250000 Penalty: 5129.760254
	Iteration 15Q: 3 clusters Score -3011225 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3011930.250000 Penalty: 5129.760254
	Iteration 16Q: 3 clusters Score -3011930 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3012499.750000 Penalty: 5129.760254
	Iteration 17Q: 3 clusters Score -3012500 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3012846.250000 Penalty: 5129.760254
	Iteration 18Q: 3 clusters Score -3012846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3013088.500000 Penalty: 5129.760254
	Iteration 19Q: 3 clusters Score -3013088 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3013226.500000 Penalty: 5129.760254
	Iteration 20F: 3 clusters Score -3013226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3013332.250000 Penalty: 5129.760254
	Iteration 21Q: 3 clusters Score -3013332 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3013432.250000 Penalty: 5129.760254
	Iteration 22Q: 3 clusters Score -3013432 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3013497.000000 Penalty: 5129.760254
	Iteration 23Q: 3 clusters Score -3013497 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3013562.500000 Penalty: 5129.760254
	Iteration 24Q: 3 clusters Score -3013562 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3013632.750000 Penalty: 5129.760254
	Iteration 25Q: 3 clusters Score -3013633 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3013678.250000 Penalty: 5129.760254
	Iteration 26Q: 3 clusters Score -3013678 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3013711.750000 Penalty: 5129.760254
	Iteration 27Q: 3 clusters Score -3013712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3013756.250000 Penalty: 5129.760254
	Iteration 28Q: 3 clusters Score -3013756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3013791.250000 Penalty: 5129.760254
	Iteration 29Q: 3 clusters Score -3013791 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3013826.750000 Penalty: 5129.760254
	Iteration 30Q: 3 clusters Score -3013827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3013858.500000 Penalty: 5129.760254
	Iteration 31Q: 3 clusters Score -3013858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3013883.500000 Penalty: 5129.760254
	Iteration 32Q: 3 clusters Score -3013884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3013907.250000 Penalty: 5129.760254
	Iteration 33Q: 3 clusters Score -3013907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3013928.750000 Penalty: 5129.760254
	Iteration 34Q: 3 clusters Score -3013929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3013940.500000 Penalty: 5129.760254
	Iteration 35Q: 3 clusters Score -3013940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3013946.250000 Penalty: 5129.760254
	Iteration 36Q: 3 clusters Score -3013946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3013964.500000 Penalty: 5129.760254
	Iteration 37Q: 3 clusters Score -3013964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3013975.000000 Penalty: 5129.760254
	Iteration 38Q: 3 clusters Score -3013975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3013990.500000 Penalty: 5129.760254
	Iteration 39Q: 3 clusters Score -3013990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3013997.500000 Penalty: 5129.760254
	Iteration 40F: 3 clusters Score -3013998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3014004.250000 Penalty: 5129.760254
	Iteration 41Q: 3 clusters Score -3014004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3014007.000000 Penalty: 5129.760254
	Iteration 42Q: 3 clusters Score -3014007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3014011.000000 Penalty: 5129.760254
	Iteration 43Q: 3 clusters Score -3014011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3014015.000000 Penalty: 5129.760254
	Iteration 44Q: 3 clusters Score -3014015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3014017.250000 Penalty: 5129.760254
	Iteration 45Q: 3 clusters Score -3014017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3014020.750000 Penalty: 5129.760254
	Iteration 46Q: 3 clusters Score -3014021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3014023.750000 Penalty: 5129.760254
	Iteration 47Q: 3 clusters Score -3014024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3014028.000000 Penalty: 5129.760254
	Iteration 48Q: 3 clusters Score -3014028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3014031.250000 Penalty: 5129.760254
	Iteration 49Q: 3 clusters Score -3014031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3014028.250000 Penalty: 5129.760254
	Iteration 50Q: 3 clusters Score -3014028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3014031.750000 Penalty: 5129.760254
	Iteration 51Q: 3 clusters Score -3014032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3014026.500000 Penalty: 5129.760254
	Iteration 52Q: 3 clusters Score -3014026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3014024.000000 Penalty: 5129.760254
	Iteration 53Q: 3 clusters Score -3014024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3014025.750000 Penalty: 5129.760254
	Iteration 54Q: 3 clusters Score -3014026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3014031.000000 Penalty: 5129.760254
	Iteration 55Q: 3 clusters Score -3014031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3014029.250000 Penalty: 5129.760254
	Iteration 56Q: 3 clusters Score -3014029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3014040.000000 Penalty: 5129.760254
	Iteration 57Q: 3 clusters Score -3014040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3014036.500000 Penalty: 5129.760254
	Iteration 58Q: 3 clusters Score -3014036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3014042.250000 Penalty: 5129.760254
	Iteration 59Q: 3 clusters Score -3014042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3014043.000000 Penalty: 5129.760254
	Iteration 60F: 3 clusters Score -3014043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3014050.500000 Penalty: 5129.760254
	Iteration 61Q: 3 clusters Score -3014050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3014064.750000 Penalty: 5129.760254
	Iteration 62Q: 3 clusters Score -3014065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3014068.500000 Penalty: 5129.760254
	Iteration 63Q: 3 clusters Score -3014068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3014084.250000 Penalty: 5129.760254
	Iteration 64Q: 3 clusters Score -3014084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3014094.250000 Penalty: 5129.760254
	Iteration 65Q: 3 clusters Score -3014094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3014112.000000 Penalty: 5129.760254
	Iteration 66Q: 3 clusters Score -3014112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3014119.500000 Penalty: 5129.760254
	Iteration 67Q: 3 clusters Score -3014120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3014124.000000 Penalty: 5129.760254
	Iteration 68Q: 3 clusters Score -3014124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3014134.000000 Penalty: 5129.760254
	Iteration 69Q: 3 clusters Score -3014134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3014147.250000 Penalty: 5129.760254
	Iteration 70Q: 3 clusters Score -3014147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3014149.250000 Penalty: 5129.760254
	Iteration 71Q: 3 clusters Score -3014149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3014172.750000 Penalty: 5129.760254
	Iteration 72Q: 3 clusters Score -3014173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3014179.250000 Penalty: 5129.760254
	Iteration 73Q: 3 clusters Score -3014179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3014182.500000 Penalty: 5129.760254
	Iteration 74Q: 3 clusters Score -3014182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3014187.250000 Penalty: 5129.760254
	Iteration 75Q: 3 clusters Score -3014187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3014198.500000 Penalty: 5129.760254
	Iteration 76Q: 3 clusters Score -3014198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3014200.000000 Penalty: 5129.760254
	Iteration 77Q: 3 clusters Score -3014200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3014204.250000 Penalty: 5129.760254
	Iteration 78Q: 3 clusters Score -3014204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3014205.250000 Penalty: 5129.760254
	Iteration 79Q: 3 clusters Score -3014205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3014206.500000 Penalty: 5129.760254
	Iteration 80F: 3 clusters Score -3014206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3014207.750000 Penalty: 5129.760254
	Iteration 81Q: 3 clusters Score -3014208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3014204.250000 Penalty: 5129.760254
	Iteration 82Q: 3 clusters Score -3014204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3014206.750000 Penalty: 5129.760254
	Iteration 83Q: 3 clusters Score -3014207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3014210.250000 Penalty: 5129.760254
	Iteration 84Q: 3 clusters Score -3014210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3014211.750000 Penalty: 5129.760254
	Iteration 85Q: 3 clusters Score -3014212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3014210.250000 Penalty: 5129.760254
	Iteration 86Q: 3 clusters Score -3014210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3014216.500000 Penalty: 5129.760254
	Iteration 87Q: 3 clusters Score -3014216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3014218.500000 Penalty: 5129.760254
	Iteration 88Q: 3 clusters Score -3014218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3014222.250000 Penalty: 5129.760254
	Iteration 89Q: 3 clusters Score -3014222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3014224.750000 Penalty: 5129.760254
	Iteration 90Q: 3 clusters Score -3014225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3014225.750000 Penalty: 5129.760254
	Iteration 91Q: 3 clusters Score -3014226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3014228.500000 Penalty: 5129.760254
	Iteration 92Q: 3 clusters Score -3014228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3014227.250000 Penalty: 5129.760254
	Iteration 93Q: 3 clusters Score -3014227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3014228.000000 Penalty: 5129.760254
	Iteration 94Q: 3 clusters Score -3014228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3014229.000000 Penalty: 5129.760254
	Iteration 95Q: 3 clusters Score -3014229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3014230.250000 Penalty: 5129.760254
	Iteration 96Q: 3 clusters Score -3014230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3014230.250000 Penalty: 5129.760254
	Iteration 97F: 3 clusters Score -3014230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Entering Unmasked Estep 
Score: -13664285.000000 Penalty: 2916.213623
	Iteration 0F: 2 clusters Score -1.366428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -13578550.000000 Penalty: 5832.427246
	Iteration 0F: 3 clusters Score -1.357855e+07 nChanged 60721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -13613876.000000 Penalty: 5832.427246
	Iteration 1F: 3 clusters Score -1.361388e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -13615053.000000 Penalty: 5832.427246
	Iteration 2Q: 3 clusters Score -1.361505e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -13616617.000000 Penalty: 5832.427246
	Iteration 3Q: 3 clusters Score -1.361662e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -13618794.000000 Penalty: 5832.427246
	Iteration 4Q: 3 clusters Score -1.361879e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -13622277.000000 Penalty: 5832.427246
	Iteration 5F: 3 clusters Score -1.362228e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -13627527.000000 Penalty: 5832.427246
	Iteration 6F: 3 clusters Score -1.362753e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -13634729.000000 Penalty: 5832.427246
	Iteration 7F: 3 clusters Score -1.363473e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -13642874.000000 Penalty: 5832.427246
	Iteration 8F: 3 clusters Score -1.364287e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -13649540.000000 Penalty: 5832.427246
	Iteration 9F: 3 clusters Score -1.364954e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -13652817.000000 Penalty: 5832.427246
	Iteration 10Q: 3 clusters Score -1.365282e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -13654189.000000 Penalty: 5832.427246
	Iteration 11Q: 3 clusters Score -1.365419e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -13654948.000000 Penalty: 5832.427246
	Iteration 12Q: 3 clusters Score -1.365495e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -13655549.000000 Penalty: 5832.427246
	Iteration 13Q: 3 clusters Score -1.365555e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -13655959.000000 Penalty: 5832.427246
	Iteration 14Q: 3 clusters Score -1.365596e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -13656413.000000 Penalty: 5832.427246
	Iteration 15Q: 3 clusters Score -1.365641e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -13656743.000000 Penalty: 5832.427246
	Iteration 16Q: 3 clusters Score -1.365674e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -13657070.000000 Penalty: 5832.427246
	Iteration 17Q: 3 clusters Score -1.365707e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -13657304.000000 Penalty: 5832.427246
	Iteration 18Q: 3 clusters Score -1.36573e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -13657678.000000 Penalty: 5832.427246
	Iteration 19Q: 3 clusters Score -1.365768e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -13657999.000000 Penalty: 5832.427246
	Iteration 20F: 3 clusters Score -1.3658e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -13658319.000000 Penalty: 5832.427246
	Iteration 21Q: 3 clusters Score -1.365832e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -13658711.000000 Penalty: 5832.427246
	Iteration 22Q: 3 clusters Score -1.365871e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -13659006.000000 Penalty: 5832.427246
	Iteration 23Q: 3 clusters Score -1.365901e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -13659300.000000 Penalty: 5832.427246
	Iteration 24Q: 3 clusters Score -1.36593e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -13659635.000000 Penalty: 5832.427246
	Iteration 25Q: 3 clusters Score -1.365964e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -13659868.000000 Penalty: 5832.427246
	Iteration 26Q: 3 clusters Score -1.365987e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -13660057.000000 Penalty: 5832.427246
	Iteration 27Q: 3 clusters Score -1.366006e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -13660348.000000 Penalty: 5832.427246
	Iteration 28Q: 3 clusters Score -1.366035e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -13660615.000000 Penalty: 5832.427246
	Iteration 29Q: 3 clusters Score -1.366062e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117493 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -13660832.000000 Penalty: 5832.427246
	Iteration 30Q: 3 clusters Score -1.366083e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -13661062.000000 Penalty: 5832.427246
	Iteration 31Q: 3 clusters Score -1.366106e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118873 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -13661233.000000 Penalty: 5832.427246
	Iteration 32Q: 3 clusters Score -1.366123e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -13661392.000000 Penalty: 5832.427246
	Iteration 33Q: 3 clusters Score -1.366139e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -13661542.000000 Penalty: 5832.427246
	Iteration 34Q: 3 clusters Score -1.366154e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -13661650.000000 Penalty: 5832.427246
	Iteration 35Q: 3 clusters Score -1.366165e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -13661747.000000 Penalty: 5832.427246
	Iteration 36Q: 3 clusters Score -1.366175e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121330 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -13661805.000000 Penalty: 5832.427246
	Iteration 37Q: 3 clusters Score -1.36618e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -13661895.000000 Penalty: 5832.427246
	Iteration 38Q: 3 clusters Score -1.36619e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -13661957.000000 Penalty: 5832.427246
	Iteration 39Q: 3 clusters Score -1.366196e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -13662064.000000 Penalty: 5832.427246
	Iteration 40F: 3 clusters Score -1.366206e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -13662091.000000 Penalty: 5832.427246
	Iteration 41Q: 3 clusters Score -1.366209e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -13662138.000000 Penalty: 5832.427246
	Iteration 42Q: 3 clusters Score -1.366214e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -13662196.000000 Penalty: 5832.427246
	Iteration 43Q: 3 clusters Score -1.36622e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -13662256.000000 Penalty: 5832.427246
	Iteration 44Q: 3 clusters Score -1.366226e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -13662291.000000 Penalty: 5832.427246
	Iteration 45Q: 3 clusters Score -1.366229e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -13662330.000000 Penalty: 5832.427246
	Iteration 46Q: 3 clusters Score -1.366233e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -13662354.000000 Penalty: 5832.427246
	Iteration 47Q: 3 clusters Score -1.366235e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -13662358.000000 Penalty: 5832.427246
	Iteration 48Q: 3 clusters Score -1.366236e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -13662351.000000 Penalty: 5832.427246
	Iteration 49Q: 3 clusters Score -1.366235e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -13662360.000000 Penalty: 5832.427246
	Iteration 50Q: 3 clusters Score -1.366236e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123998 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -13662390.000000 Penalty: 5832.427246
	Iteration 51Q: 3 clusters Score -1.366239e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -13662398.000000 Penalty: 5832.427246
	Iteration 52Q: 3 clusters Score -1.36624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124127 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -13662433.000000 Penalty: 5832.427246
	Iteration 53Q: 3 clusters Score -1.366243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -13662451.000000 Penalty: 5832.427246
	Iteration 54Q: 3 clusters Score -1.366245e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -13662466.000000 Penalty: 5832.427246
	Iteration 55Q: 3 clusters Score -1.366247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -13662469.000000 Penalty: 5832.427246
	Iteration 56Q: 3 clusters Score -1.366247e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124302 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -13662489.000000 Penalty: 5832.427246
	Iteration 57Q: 3 clusters Score -1.366249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -13662480.000000 Penalty: 5832.427246
	Iteration 58Q: 3 clusters Score -1.366248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -13662502.000000 Penalty: 5832.427246
	Iteration 59Q: 3 clusters Score -1.36625e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -13662507.000000 Penalty: 5832.427246
	Iteration 60F: 3 clusters Score -1.366251e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124465 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -13662502.000000 Penalty: 5832.427246
	Iteration 61Q: 3 clusters Score -1.36625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124507 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -13662531.000000 Penalty: 5832.427246
	Iteration 62Q: 3 clusters Score -1.366253e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -13662530.000000 Penalty: 5832.427246
	Iteration 63Q: 3 clusters Score -1.366253e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -13662528.000000 Penalty: 5832.427246
	Iteration 64Q: 3 clusters Score -1.366253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124640 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -13662531.000000 Penalty: 5832.427246
	Iteration 65Q: 3 clusters Score -1.366253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124670 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13662536.000000 Penalty: 5832.427246
	Iteration 66Q: 3 clusters Score -1.366254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124700 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -13662544.000000 Penalty: 5832.427246
	Iteration 67Q: 3 clusters Score -1.366254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -13662531.000000 Penalty: 5832.427246
	Iteration 68Q: 3 clusters Score -1.366253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -13662534.000000 Penalty: 5832.427246
	Iteration 69Q: 3 clusters Score -1.366253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -13662545.000000 Penalty: 5832.427246
	Iteration 70Q: 3 clusters Score -1.366254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124776 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -13662531.000000 Penalty: 5832.427246
	Iteration 71Q: 3 clusters Score -1.366253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -13662562.000000 Penalty: 5832.427246
	Iteration 72Q: 3 clusters Score -1.366256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124825 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13662577.000000 Penalty: 5832.427246
	Iteration 73Q: 3 clusters Score -1.366258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13662576.000000 Penalty: 5832.427246
	Iteration 74Q: 3 clusters Score -1.366258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124862 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -13662560.000000 Penalty: 5832.427246
	Iteration 75Q: 3 clusters Score -1.366256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13662550.000000 Penalty: 5832.427246
	Iteration 76Q: 3 clusters Score -1.366255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124896 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13662554.000000 Penalty: 5832.427246
	Iteration 77Q: 3 clusters Score -1.366255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124915 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -13662554.000000 Penalty: 5832.427246
	Iteration 78Q: 3 clusters Score -1.366255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13662551.000000 Penalty: 5832.427246
	Iteration 79Q: 3 clusters Score -1.366255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13662561.000000 Penalty: 5832.427246
	Iteration 80F: 3 clusters Score -1.366256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -13662536.000000 Penalty: 5832.427246
	Iteration 81Q: 3 clusters Score -1.366254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -13662535.000000 Penalty: 5832.427246
	Iteration 82Q: 3 clusters Score -1.366254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124976 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13662548.000000 Penalty: 5832.427246
	Iteration 83Q: 3 clusters Score -1.366255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124992 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -13662547.000000 Penalty: 5832.427246
	Iteration 84Q: 3 clusters Score -1.366255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13662536.000000 Penalty: 5832.427246
	Iteration 85Q: 3 clusters Score -1.366254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125007 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13662535.000000 Penalty: 5832.427246
	Iteration 86Q: 3 clusters Score -1.366254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -13662540.000000 Penalty: 5832.427246
	Iteration 87Q: 3 clusters Score -1.366254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13662550.000000 Penalty: 5832.427246
	Iteration 88Q: 3 clusters Score -1.366255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -13662539.000000 Penalty: 5832.427246
	Iteration 89Q: 3 clusters Score -1.366254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125042 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -13662545.000000 Penalty: 5832.427246
	Iteration 90Q: 3 clusters Score -1.366254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13662535.000000 Penalty: 5832.427246
	Iteration 91Q: 3 clusters Score -1.366254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -13662544.000000 Penalty: 5832.427246
	Iteration 92Q: 3 clusters Score -1.366254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -13662559.000000 Penalty: 5832.427246
	Iteration 93Q: 3 clusters Score -1.366256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -13662536.000000 Penalty: 5832.427246
	Iteration 94Q: 3 clusters Score -1.366254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -13662533.000000 Penalty: 5832.427246
	Iteration 95Q: 3 clusters Score -1.366253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125083 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -13662536.000000 Penalty: 5832.427246
	Iteration 96Q: 3 clusters Score -1.366254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125086 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -13662539.000000 Penalty: 5832.427246
	Iteration 97Q: 3 clusters Score -1.366254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -13662531.000000 Penalty: 5832.427246
	Iteration 98Q: 3 clusters Score -1.366253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125098 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -13662540.000000 Penalty: 5832.427246
	Iteration 99Q: 3 clusters Score -1.366254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -13662544.000000 Penalty: 5832.427246
	Iteration 100F: 3 clusters Score -1.366254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -13662539.000000 Penalty: 5832.427246
	Iteration 101Q: 3 clusters Score -1.366254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -13662542.000000 Penalty: 5832.427246
	Iteration 102Q: 3 clusters Score -1.366254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -13662539.000000 Penalty: 5832.427246
	Iteration 103Q: 3 clusters Score -1.366254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -13662541.000000 Penalty: 5832.427246
	Iteration 104Q: 3 clusters Score -1.366254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -13662541.000000 Penalty: 5832.427246
	Iteration 105F: 3 clusters Score -1.366254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -294360.250000 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -294360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -290829.937500 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -290829.9 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -291632.718750 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -291632.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -291832.218750 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -291832.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -291950.093750 Penalty: 4024.556396
	Iteration 3Q: 3 clusters Score -291950.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292024.687500 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -292024.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -292083.625000 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -292083.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -292130.375000 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -292130.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -292167.000000 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -292167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292201.187500 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -292201.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -292232.156250 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -292232.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -292253.031250 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -292253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -292267.968750 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -292268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -292284.718750 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -292284.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -292298.281250 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -292298.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -292311.375000 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -292311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292325.031250 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -292325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -292343.375000 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -292343.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -292358.687500 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -292358.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -292372.218750 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -292372.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292387.343750 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -292387.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -292399.937500 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -292399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -292412.156250 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -292412.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -292424.906250 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -292424.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -292438.750000 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -292438.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -292452.437500 Penalty: 4024.556396
	Iteration 24Q: 3 clusters Score -292452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -292465.187500 Penalty: 4024.556396
	Iteration 25Q: 3 clusters Score -292465.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -292472.250000 Penalty: 4024.556396
	Iteration 26Q: 3 clusters Score -292472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -292478.375000 Penalty: 4024.556396
	Iteration 27Q: 3 clusters Score -292478.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -292485.218750 Penalty: 4024.556396
	Iteration 28Q: 3 clusters Score -292485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -292490.750000 Penalty: 4024.556396
	Iteration 29Q: 3 clusters Score -292490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -292492.468750 Penalty: 4024.556396
	Iteration 30Q: 3 clusters Score -292492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -292495.437500 Penalty: 4024.556396
	Iteration 31Q: 3 clusters Score -292495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -292496.125000 Penalty: 4024.556396
	Iteration 32Q: 3 clusters Score -292496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -292497.156250 Penalty: 4024.556396
	Iteration 33Q: 3 clusters Score -292497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -292498.156250 Penalty: 4024.556396
	Iteration 34Q: 3 clusters Score -292498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -292499.187500 Penalty: 4024.556396
	Iteration 35Q: 3 clusters Score -292499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -292499.812500 Penalty: 4024.556396
	Iteration 36Q: 3 clusters Score -292499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292500.250000 Penalty: 4024.556396
	Iteration 37Q: 3 clusters Score -292500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -292500.750000 Penalty: 4024.556396
	Iteration 38Q: 3 clusters Score -292500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -292501.906250 Penalty: 4024.556396
	Iteration 39Q: 3 clusters Score -292501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -292502.562500 Penalty: 4024.556396
	Iteration 40F: 3 clusters Score -292502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -292505.312500 Penalty: 4024.556396
	Iteration 41Q: 3 clusters Score -292505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -292508.906250 Penalty: 4024.556396
	Iteration 42Q: 3 clusters Score -292508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292513.562500 Penalty: 4024.556396
	Iteration 43Q: 3 clusters Score -292513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -292515.750000 Penalty: 4024.556396
	Iteration 44Q: 3 clusters Score -292515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -292517.875000 Penalty: 4024.556396
	Iteration 45Q: 3 clusters Score -292517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -292519.281250 Penalty: 4024.556396
	Iteration 46Q: 3 clusters Score -292519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -292520.562500 Penalty: 4024.556396
	Iteration 47Q: 3 clusters Score -292520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -292521.656250 Penalty: 4024.556396
	Iteration 48Q: 3 clusters Score -292521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -292521.906250 Penalty: 4024.556396
	Iteration 49Q: 3 clusters Score -292521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -292522.343750 Penalty: 4024.556396
	Iteration 50Q: 3 clusters Score -292522.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -292522.343750 Penalty: 4024.556396
	Iteration 51F: 3 clusters Score -292522.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Entering Unmasked Estep 
Score: -5637234.000000 Penalty: 2698.582520
	Iteration 0F: 2 clusters Score -5637234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5601609.500000 Penalty: 5397.165039
	Iteration 0F: 3 clusters Score -5601610 nChanged 24663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5615096.000000 Penalty: 5397.165039
	Iteration 1F: 3 clusters Score -5615096 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5615546.500000 Penalty: 5397.165039
	Iteration 2Q: 3 clusters Score -5615546 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5615920.500000 Penalty: 5397.165039
	Iteration 3Q: 3 clusters Score -5615920 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -5616309.000000 Penalty: 5397.165039
	Iteration 4Q: 3 clusters Score -5616309 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5616907.500000 Penalty: 5397.165039
	Iteration 5Q: 3 clusters Score -5616908 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5617716.500000 Penalty: 5397.165039
	Iteration 6Q: 3 clusters Score -5617716 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5618913.000000 Penalty: 5397.165039
	Iteration 7Q: 3 clusters Score -5618913 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5621032.000000 Penalty: 5397.165039
	Iteration 8F: 3 clusters Score -5621032 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -5624295.500000 Penalty: 5397.165039
	Iteration 9F: 3 clusters Score -5624296 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5628365.000000 Penalty: 5397.165039
	Iteration 10F: 3 clusters Score -5628365 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5631806.500000 Penalty: 5397.165039
	Iteration 11F: 3 clusters Score -5631806 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5633652.000000 Penalty: 5397.165039
	Iteration 12Q: 3 clusters Score -5633652 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5634339.500000 Penalty: 5397.165039
	Iteration 13Q: 3 clusters Score -5634340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5634599.000000 Penalty: 5397.165039
	Iteration 14Q: 3 clusters Score -5634599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5634721.500000 Penalty: 5397.165039
	Iteration 15Q: 3 clusters Score -5634722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5634799.500000 Penalty: 5397.165039
	Iteration 16Q: 3 clusters Score -5634800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5634810.000000 Penalty: 5397.165039
	Iteration 17Q: 3 clusters Score -5634810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5634824.000000 Penalty: 5397.165039
	Iteration 18Q: 3 clusters Score -5634824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5634832.500000 Penalty: 5397.165039
	Iteration 19Q: 3 clusters Score -5634832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5634837.500000 Penalty: 5397.165039
	Iteration 20F: 3 clusters Score -5634838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Entering Unmasked Estep 
Score: -1938759.375000 Penalty: 2429.204346
	Iteration 0F: 2 clusters Score -1938759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1925981.000000 Penalty: 4858.408691
	Iteration 0F: 3 clusters Score -1925981 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1930158.875000 Penalty: 4858.408691
	Iteration 1F: 3 clusters Score -1930159 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1930536.625000 Penalty: 4858.408691
	Iteration 2F: 3 clusters Score -1930537 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1930848.625000 Penalty: 4858.408691
	Iteration 3Q: 3 clusters Score -1930849 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1931119.125000 Penalty: 4858.408691
	Iteration 4Q: 3 clusters Score -1931119 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1931373.375000 Penalty: 4858.408691
	Iteration 5Q: 3 clusters Score -1931373 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1931654.875000 Penalty: 4858.408691
	Iteration 6Q: 3 clusters Score -1931655 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1931945.750000 Penalty: 4858.408691
	Iteration 7Q: 3 clusters Score -1931946 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1932205.750000 Penalty: 4858.408691
	Iteration 8Q: 3 clusters Score -1932206 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1932478.750000 Penalty: 4858.408691
	Iteration 9Q: 3 clusters Score -1932479 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1932786.500000 Penalty: 4858.408691
	Iteration 10Q: 3 clusters Score -1932786 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1933189.250000 Penalty: 4858.408691
	Iteration 11Q: 3 clusters Score -1933189 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1933653.000000 Penalty: 4858.408691
	Iteration 12Q: 3 clusters Score -1933653 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1934153.125000 Penalty: 4858.408691
	Iteration 13Q: 3 clusters Score -1934153 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1934600.125000 Penalty: 4858.408691
	Iteration 14Q: 3 clusters Score -1934600 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1934981.500000 Penalty: 4858.408691
	Iteration 15Q: 3 clusters Score -1934982 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1935347.000000 Penalty: 4858.408691
	Iteration 16Q: 3 clusters Score -1935347 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1935634.500000 Penalty: 4858.408691
	Iteration 17Q: 3 clusters Score -1935634 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1935887.000000 Penalty: 4858.408691
	Iteration 18Q: 3 clusters Score -1935887 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1936082.375000 Penalty: 4858.408691
	Iteration 19Q: 3 clusters Score -1936082 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1936224.250000 Penalty: 4858.408691
	Iteration 20F: 3 clusters Score -1936224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1936322.125000 Penalty: 4858.408691
	Iteration 21Q: 3 clusters Score -1936322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1936394.625000 Penalty: 4858.408691
	Iteration 22Q: 3 clusters Score -1936395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1936438.125000 Penalty: 4858.408691
	Iteration 23Q: 3 clusters Score -1936438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1936477.125000 Penalty: 4858.408691
	Iteration 24Q: 3 clusters Score -1936477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1936517.750000 Penalty: 4858.408691
	Iteration 25Q: 3 clusters Score -1936518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1936546.500000 Penalty: 4858.408691
	Iteration 26Q: 3 clusters Score -1936546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1936573.250000 Penalty: 4858.408691
	Iteration 27Q: 3 clusters Score -1936573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1936587.250000 Penalty: 4858.408691
	Iteration 28Q: 3 clusters Score -1936587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1936590.125000 Penalty: 4858.408691
	Iteration 29Q: 3 clusters Score -1936590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1936594.625000 Penalty: 4858.408691
	Iteration 30Q: 3 clusters Score -1936595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1936602.250000 Penalty: 4858.408691
	Iteration 31Q: 3 clusters Score -1936602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1936610.250000 Penalty: 4858.408691
	Iteration 32Q: 3 clusters Score -1936610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1936617.500000 Penalty: 4858.408691
	Iteration 33Q: 3 clusters Score -1936618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1936621.250000 Penalty: 4858.408691
	Iteration 34Q: 3 clusters Score -1936621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1936626.000000 Penalty: 4858.408691
	Iteration 35Q: 3 clusters Score -1936626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1936632.500000 Penalty: 4858.408691
	Iteration 36Q: 3 clusters Score -1936632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1936638.250000 Penalty: 4858.408691
	Iteration 37Q: 3 clusters Score -1936638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1936647.000000 Penalty: 4858.408691
	Iteration 38Q: 3 clusters Score -1936647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1936653.500000 Penalty: 4858.408691
	Iteration 39Q: 3 clusters Score -1936654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1936655.250000 Penalty: 4858.408691
	Iteration 40F: 3 clusters Score -1936655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1936657.500000 Penalty: 4858.408691
	Iteration 41Q: 3 clusters Score -1936658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1936657.875000 Penalty: 4858.408691
	Iteration 42Q: 3 clusters Score -1936658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1936658.625000 Penalty: 4858.408691
	Iteration 43Q: 3 clusters Score -1936659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1936657.875000 Penalty: 4858.408691
	Iteration 44Q: 3 clusters Score -1936658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1936657.875000 Penalty: 4858.408691
	Iteration 45F: 3 clusters Score -1936658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (188946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188946 members 
Entering Unmasked Estep 
Score: -20158648.000000 Penalty: 3013.005615
	Iteration 0F: 2 clusters Score -2.015865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -20031758.000000 Penalty: 6026.011230
	Iteration 0F: 3 clusters Score -2.003176e+07 nChanged 91002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -20085262.000000 Penalty: 6026.011230
	Iteration 1F: 3 clusters Score -2.008526e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -20086744.000000 Penalty: 6026.011230
	Iteration 2Q: 3 clusters Score -2.008674e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -20089020.000000 Penalty: 6026.011230
	Iteration 3Q: 3 clusters Score -2.008902e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 116168 members 
Entering Unmasked Estep 
Score: -20092632.000000 Penalty: 6026.011230
	Iteration 4Q: 3 clusters Score -2.009263e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -20099206.000000 Penalty: 6026.011230
	Iteration 5F: 3 clusters Score -2.009921e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 140881 members 
Entering Unmasked Estep 
Score: -20110012.000000 Penalty: 6026.011230
	Iteration 6F: 3 clusters Score -2.011001e+07 nChanged 16682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 157531 members 
Entering Unmasked Estep 
Score: -20125296.000000 Penalty: 6026.011230
	Iteration 7F: 3 clusters Score -2.01253e+07 nChanged 15454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 172981 members 
Entering Unmasked Estep 
Score: -20140710.000000 Penalty: 6026.011230
	Iteration 8F: 3 clusters Score -2.014071e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 182921 members 
Entering Unmasked Estep 
Score: -20150658.000000 Penalty: 6026.011230
	Iteration 9F: 3 clusters Score -2.015066e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -20154404.000000 Penalty: 6026.011230
	Iteration 10Q: 3 clusters Score -2.01544e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 188292 members 
Entering Unmasked Estep 
Score: -20155500.000000 Penalty: 6026.011230
	Iteration 11Q: 3 clusters Score -2.01555e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 188581 members 
Entering Unmasked Estep 
Score: -20155766.000000 Penalty: 6026.011230
	Iteration 12Q: 3 clusters Score -2.015577e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 188661 members 
Entering Unmasked Estep 
Score: -20155888.000000 Penalty: 6026.011230
	Iteration 13Q: 3 clusters Score -2.015589e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188693 members 
Entering Unmasked Estep 
Score: -20155956.000000 Penalty: 6026.011230
	Iteration 14Q: 3 clusters Score -2.015596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 188712 members 
Entering Unmasked Estep 
Score: -20156004.000000 Penalty: 6026.011230
	Iteration 15Q: 3 clusters Score -2.0156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188713 members 
Entering Unmasked Estep 
Score: -20156022.000000 Penalty: 6026.011230
	Iteration 16Q: 3 clusters Score -2.015602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188717 members 
Entering Unmasked Estep 
Score: -20156030.000000 Penalty: 6026.011230
	Iteration 17Q: 3 clusters Score -2.015603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 188720 members 
Entering Unmasked Estep 
Score: -20156030.000000 Penalty: 6026.011230
	Iteration 18Q: 3 clusters Score -2.015603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 188720 members 
Entering Unmasked Estep 
Score: -20156046.000000 Penalty: 6026.011230
	Iteration 19Q: 3 clusters Score -2.015605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188724 members 
Entering Unmasked Estep 
Score: -20156074.000000 Penalty: 6026.011230
	Iteration 20F: 3 clusters Score -2.015607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -20156064.000000 Penalty: 6026.011230
	Iteration 21Q: 3 clusters Score -2.015606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -20156066.000000 Penalty: 6026.011230
	Iteration 22Q: 3 clusters Score -2.015607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -20156076.000000 Penalty: 6026.011230
	Iteration 23Q: 3 clusters Score -2.015608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188724 members 
Entering Unmasked Estep 
Score: -20156096.000000 Penalty: 6026.011230
	Iteration 24Q: 3 clusters Score -2.01561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -20156100.000000 Penalty: 6026.011230
	Iteration 25Q: 3 clusters Score -2.01561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -20156100.000000 Penalty: 6026.011230
	Iteration 26F: 3 clusters Score -2.01561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Entering Unmasked Estep 
Score: -1480941.625000 Penalty: 2370.007080
	Iteration 0F: 2 clusters Score -1480942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1470691.875000 Penalty: 4740.014160
	Iteration 0F: 3 clusters Score -1470692 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1474028.250000 Penalty: 4740.014160
	Iteration 1F: 3 clusters Score -1474028 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1474553.125000 Penalty: 4740.014160
	Iteration 2F: 3 clusters Score -1474553 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1475100.375000 Penalty: 4740.014160
	Iteration 3F: 3 clusters Score -1475100 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1475686.125000 Penalty: 4740.014160
	Iteration 4F: 3 clusters Score -1475686 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1476239.125000 Penalty: 4740.014160
	Iteration 5F: 3 clusters Score -1476239 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1476802.875000 Penalty: 4740.014160
	Iteration 6F: 3 clusters Score -1476803 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1477332.625000 Penalty: 4740.014160
	Iteration 7Q: 3 clusters Score -1477333 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1477719.125000 Penalty: 4740.014160
	Iteration 8Q: 3 clusters Score -1477719 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1478041.000000 Penalty: 4740.014160
	Iteration 9Q: 3 clusters Score -1478041 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1478340.375000 Penalty: 4740.014160
	Iteration 10Q: 3 clusters Score -1478340 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1478625.375000 Penalty: 4740.014160
	Iteration 11Q: 3 clusters Score -1478625 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1478845.750000 Penalty: 4740.014160
	Iteration 12Q: 3 clusters Score -1478846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1478946.125000 Penalty: 4740.014160
	Iteration 13Q: 3 clusters Score -1478946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1479022.000000 Penalty: 4740.014160
	Iteration 14Q: 3 clusters Score -1479022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1479066.125000 Penalty: 4740.014160
	Iteration 15Q: 3 clusters Score -1479066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1479092.750000 Penalty: 4740.014160
	Iteration 16Q: 3 clusters Score -1479093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1479108.125000 Penalty: 4740.014160
	Iteration 17Q: 3 clusters Score -1479108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1479123.000000 Penalty: 4740.014160
	Iteration 18Q: 3 clusters Score -1479123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1479133.500000 Penalty: 4740.014160
	Iteration 19Q: 3 clusters Score -1479134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1479141.625000 Penalty: 4740.014160
	Iteration 20F: 3 clusters Score -1479142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1479148.375000 Penalty: 4740.014160
	Iteration 21Q: 3 clusters Score -1479148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1479149.750000 Penalty: 4740.014160
	Iteration 22Q: 3 clusters Score -1479150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1479152.250000 Penalty: 4740.014160
	Iteration 23Q: 3 clusters Score -1479152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1479154.125000 Penalty: 4740.014160
	Iteration 24Q: 3 clusters Score -1479154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1479154.125000 Penalty: 4740.014160
	Iteration 25F: 3 clusters Score -1479154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Entering Unmasked Estep 
Score: -6382748.500000 Penalty: 2737.228027
	Iteration 0F: 2 clusters Score -6382748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -6340869.000000 Penalty: 5474.456055
	Iteration 0F: 3 clusters Score -6340869 nChanged 28839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -6357177.000000 Penalty: 5474.456055
	Iteration 1F: 3 clusters Score -6357177 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -6357743.500000 Penalty: 5474.456055
	Iteration 2Q: 3 clusters Score -6357744 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6358326.500000 Penalty: 5474.456055
	Iteration 3Q: 3 clusters Score -6358326 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6359018.500000 Penalty: 5474.456055
	Iteration 4Q: 3 clusters Score -6359018 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6359839.000000 Penalty: 5474.456055
	Iteration 5Q: 3 clusters Score -6359839 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6360829.500000 Penalty: 5474.456055
	Iteration 6Q: 3 clusters Score -6360830 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -6362187.500000 Penalty: 5474.456055
	Iteration 7Q: 3 clusters Score -6362188 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -6363727.500000 Penalty: 5474.456055
	Iteration 8F: 3 clusters Score -6363728 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -6365503.500000 Penalty: 5474.456055
	Iteration 9F: 3 clusters Score -6365504 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6367101.000000 Penalty: 5474.456055
	Iteration 10F: 3 clusters Score -6367101 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -6368410.500000 Penalty: 5474.456055
	Iteration 11Q: 3 clusters Score -6368410 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -6369763.000000 Penalty: 5474.456055
	Iteration 12Q: 3 clusters Score -6369763 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -6371292.500000 Penalty: 5474.456055
	Iteration 13Q: 3 clusters Score -6371292 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6373129.500000 Penalty: 5474.456055
	Iteration 14Q: 3 clusters Score -6373130 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -6375366.500000 Penalty: 5474.456055
	Iteration 15Q: 3 clusters Score -6375366 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6377598.500000 Penalty: 5474.456055
	Iteration 16Q: 3 clusters Score -6377598 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6379152.500000 Penalty: 5474.456055
	Iteration 17Q: 3 clusters Score -6379152 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6379759.500000 Penalty: 5474.456055
	Iteration 18Q: 3 clusters Score -6379760 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6380024.000000 Penalty: 5474.456055
	Iteration 19Q: 3 clusters Score -6380024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6380149.500000 Penalty: 5474.456055
	Iteration 20F: 3 clusters Score -6380150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6380221.500000 Penalty: 5474.456055
	Iteration 21Q: 3 clusters Score -6380222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6380254.000000 Penalty: 5474.456055
	Iteration 22Q: 3 clusters Score -6380254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6380283.000000 Penalty: 5474.456055
	Iteration 23Q: 3 clusters Score -6380283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6380307.000000 Penalty: 5474.456055
	Iteration 24Q: 3 clusters Score -6380307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6380325.000000 Penalty: 5474.456055
	Iteration 25Q: 3 clusters Score -6380325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6380339.500000 Penalty: 5474.456055
	Iteration 26Q: 3 clusters Score -6380340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6380345.000000 Penalty: 5474.456055
	Iteration 27Q: 3 clusters Score -6380345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6380352.000000 Penalty: 5474.456055
	Iteration 28Q: 3 clusters Score -6380352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6380365.000000 Penalty: 5474.456055
	Iteration 29Q: 3 clusters Score -6380365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6380362.000000 Penalty: 5474.456055
	Iteration 30Q: 3 clusters Score -6380362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6380371.000000 Penalty: 5474.456055
	Iteration 31Q: 3 clusters Score -6380371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6380374.000000 Penalty: 5474.456055
	Iteration 32Q: 3 clusters Score -6380374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6380375.000000 Penalty: 5474.456055
	Iteration 33Q: 3 clusters Score -6380375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6380375.000000 Penalty: 5474.456055
	Iteration 34F: 3 clusters Score -6380375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -247369.375000 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -247369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -244412.296875 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -244412.3 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245011.984375 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -245012 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -245200.031250 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -245200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -245295.609375 Penalty: 3877.941406
	Iteration 3Q: 3 clusters Score -245295.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -245362.000000 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -245362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -245440.375000 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -245440.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -245496.968750 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -245497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245560.625000 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -245560.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245630.625000 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -245630.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245703.843750 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -245703.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -245775.875000 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -245775.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -245846.656250 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -245846.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -245897.640625 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -245897.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -245950.703125 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -245950.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -246007.343750 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -246007.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -246069.453125 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -246069.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -246117.343750 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -246117.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -246159.015625 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -246159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -246182.359375 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -246182.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -246202.953125 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -246203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -246219.531250 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -246219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -246225.796875 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -246225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -246228.953125 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -246229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -246232.421875 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -246232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -246233.687500 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -246233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -246234.671875 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -246234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -246234.640625 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -246234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -246235.875000 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -246235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -246237.765625 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -246237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -246242.468750 Penalty: 3877.941406
	Iteration 29Q: 3 clusters Score -246242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -246246.421875 Penalty: 3877.941406
	Iteration 30Q: 3 clusters Score -246246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -246249.187500 Penalty: 3877.941406
	Iteration 31Q: 3 clusters Score -246249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -246250.390625 Penalty: 3877.941406
	Iteration 32Q: 3 clusters Score -246250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -246253.296875 Penalty: 3877.941406
	Iteration 33Q: 3 clusters Score -246253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -246257.796875 Penalty: 3877.941406
	Iteration 34Q: 3 clusters Score -246257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -246262.265625 Penalty: 3877.941406
	Iteration 35Q: 3 clusters Score -246262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -246264.093750 Penalty: 3877.941406
	Iteration 36Q: 3 clusters Score -246264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -246264.484375 Penalty: 3877.941406
	Iteration 37Q: 3 clusters Score -246264.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -246264.484375 Penalty: 3877.941406
	Iteration 38F: 3 clusters Score -246264.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (338805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338805 members 
Entering Unmasked Estep 
Score: -35940708.000000 Penalty: 3157.828613
	Iteration 0F: 2 clusters Score -3.594071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -35719840.000000 Penalty: 6315.657227
	Iteration 0F: 3 clusters Score -3.571984e+07 nChanged 164226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -35817668.000000 Penalty: 6315.657227
	Iteration 1F: 3 clusters Score -3.581767e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -35819192.000000 Penalty: 6315.657227
	Iteration 2Q: 3 clusters Score -3.581919e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 170765 members 
Entering Unmasked Estep 
Score: -35820764.000000 Penalty: 6315.657227
	Iteration 3Q: 3 clusters Score -3.582076e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166920 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -35823040.000000 Penalty: 6315.657227
	Iteration 4Q: 3 clusters Score -3.582304e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -35825928.000000 Penalty: 6315.657227
	Iteration 5Q: 3 clusters Score -3.582593e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -35830768.000000 Penalty: 6315.657227
	Iteration 6Q: 3 clusters Score -3.583077e+07 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 180198 members 
Entering Unmasked Estep 
Score: -35839140.000000 Penalty: 6315.657227
	Iteration 7Q: 3 clusters Score -3.583914e+07 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 184865 members 
Entering Unmasked Estep 
Score: -35852692.000000 Penalty: 6315.657227
	Iteration 8F: 3 clusters Score -3.585269e+07 nChanged 22415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149441 members 
Mstep: Class 2 contains 189364 members 
Entering Unmasked Estep 
Score: -35870816.000000 Penalty: 6315.657227
	Iteration 9F: 3 clusters Score -3.587082e+07 nChanged 21523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 192505 members 
Entering Unmasked Estep 
Score: -35885216.000000 Penalty: 6315.657227
	Iteration 10F: 3 clusters Score -3.588522e+07 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -35891888.000000 Penalty: 6315.657227
	Iteration 11Q: 3 clusters Score -3.589189e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 196411 members 
Entering Unmasked Estep 
Score: -35895260.000000 Penalty: 6315.657227
	Iteration 12Q: 3 clusters Score -3.589526e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 198228 members 
Entering Unmasked Estep 
Score: -35898276.000000 Penalty: 6315.657227
	Iteration 13Q: 3 clusters Score -3.589828e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138508 members 
Mstep: Class 2 contains 200297 members 
Entering Unmasked Estep 
Score: -35901680.000000 Penalty: 6315.657227
	Iteration 14Q: 3 clusters Score -3.590168e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136199 members 
Mstep: Class 2 contains 202606 members 
Entering Unmasked Estep 
Score: -35906160.000000 Penalty: 6315.657227
	Iteration 15Q: 3 clusters Score -3.590616e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 205315 members 
Entering Unmasked Estep 
Score: -35911008.000000 Penalty: 6315.657227
	Iteration 16Q: 3 clusters Score -3.591101e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 208164 members 
Entering Unmasked Estep 
Score: -35916104.000000 Penalty: 6315.657227
	Iteration 17Q: 3 clusters Score -3.59161e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 211063 members 
Entering Unmasked Estep 
Score: -35921224.000000 Penalty: 6315.657227
	Iteration 18Q: 3 clusters Score -3.592122e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124759 members 
Mstep: Class 2 contains 214046 members 
Entering Unmasked Estep 
Score: -35926100.000000 Penalty: 6315.657227
	Iteration 19Q: 3 clusters Score -3.59261e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 216747 members 
Entering Unmasked Estep 
Score: -35929900.000000 Penalty: 6315.657227
	Iteration 20F: 3 clusters Score -3.59299e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119621 members 
Mstep: Class 2 contains 219184 members 
Entering Unmasked Estep 
Score: -35932928.000000 Penalty: 6315.657227
	Iteration 21Q: 3 clusters Score -3.593293e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117652 members 
Mstep: Class 2 contains 221153 members 
Entering Unmasked Estep 
Score: -35934528.000000 Penalty: 6315.657227
	Iteration 22Q: 3 clusters Score -3.593453e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115989 members 
Mstep: Class 2 contains 222816 members 
Entering Unmasked Estep 
Score: -35935700.000000 Penalty: 6315.657227
	Iteration 23Q: 3 clusters Score -3.59357e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114545 members 
Mstep: Class 2 contains 224260 members 
Entering Unmasked Estep 
Score: -35936160.000000 Penalty: 6315.657227
	Iteration 24Q: 3 clusters Score -3.593616e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 225622 members 
Entering Unmasked Estep 
Score: -35936496.000000 Penalty: 6315.657227
	Iteration 25Q: 3 clusters Score -3.59365e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 226846 members 
Entering Unmasked Estep 
Score: -35936800.000000 Penalty: 6315.657227
	Iteration 26Q: 3 clusters Score -3.59368e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -35937012.000000 Penalty: 6315.657227
	Iteration 27Q: 3 clusters Score -3.593701e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 229184 members 
Entering Unmasked Estep 
Score: -35937108.000000 Penalty: 6315.657227
	Iteration 28Q: 3 clusters Score -3.593711e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 230180 members 
Entering Unmasked Estep 
Score: -35937204.000000 Penalty: 6315.657227
	Iteration 29Q: 3 clusters Score -3.59372e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 231139 members 
Entering Unmasked Estep 
Score: -35937328.000000 Penalty: 6315.657227
	Iteration 30Q: 3 clusters Score -3.593733e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 232060 members 
Entering Unmasked Estep 
Score: -35937416.000000 Penalty: 6315.657227
	Iteration 31Q: 3 clusters Score -3.593742e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 232989 members 
Entering Unmasked Estep 
Score: -35937396.000000 Penalty: 6315.657227
	Iteration 32Q: 3 clusters Score -3.59374e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 233916 members 
Entering Unmasked Estep 
Score: -35937432.000000 Penalty: 6315.657227
	Iteration 33Q: 3 clusters Score -3.593743e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 234836 members 
Entering Unmasked Estep 
Score: -35937504.000000 Penalty: 6315.657227
	Iteration 34Q: 3 clusters Score -3.59375e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 235746 members 
Entering Unmasked Estep 
Score: -35937628.000000 Penalty: 6315.657227
	Iteration 35Q: 3 clusters Score -3.593763e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 236626 members 
Entering Unmasked Estep 
Score: -35937592.000000 Penalty: 6315.657227
	Iteration 36Q: 3 clusters Score -3.593759e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 237469 members 
Entering Unmasked Estep 
Score: -35937608.000000 Penalty: 6315.657227
	Iteration 37Q: 3 clusters Score -3.593761e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 238312 members 
Entering Unmasked Estep 
Score: -35937620.000000 Penalty: 6315.657227
	Iteration 38Q: 3 clusters Score -3.593762e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 239128 members 
Entering Unmasked Estep 
Score: -35937716.000000 Penalty: 6315.657227
	Iteration 39Q: 3 clusters Score -3.593772e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 239938 members 
Entering Unmasked Estep 
Score: -35937836.000000 Penalty: 6315.657227
	Iteration 40F: 3 clusters Score -3.593784e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 240705 members 
Entering Unmasked Estep 
Score: -35937868.000000 Penalty: 6315.657227
	Iteration 41Q: 3 clusters Score -3.593787e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 241390 members 
Entering Unmasked Estep 
Score: -35937892.000000 Penalty: 6315.657227
	Iteration 42Q: 3 clusters Score -3.593789e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 242057 members 
Entering Unmasked Estep 
Score: -35937952.000000 Penalty: 6315.657227
	Iteration 43Q: 3 clusters Score -3.593795e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 242719 members 
Entering Unmasked Estep 
Score: -35937900.000000 Penalty: 6315.657227
	Iteration 44Q: 3 clusters Score -3.59379e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 243333 members 
Entering Unmasked Estep 
Score: -35937916.000000 Penalty: 6315.657227
	Iteration 45Q: 3 clusters Score -3.593792e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 243968 members 
Entering Unmasked Estep 
Score: -35937948.000000 Penalty: 6315.657227
	Iteration 46Q: 3 clusters Score -3.593795e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 244611 members 
Entering Unmasked Estep 
Score: -35937960.000000 Penalty: 6315.657227
	Iteration 47Q: 3 clusters Score -3.593796e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 245268 members 
Entering Unmasked Estep 
Score: -35937936.000000 Penalty: 6315.657227
	Iteration 48Q: 3 clusters Score -3.593794e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 245945 members 
Entering Unmasked Estep 
Score: -35937976.000000 Penalty: 6315.657227
	Iteration 49Q: 3 clusters Score -3.593798e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 246623 members 
Entering Unmasked Estep 
Score: -35938048.000000 Penalty: 6315.657227
	Iteration 50Q: 3 clusters Score -3.593805e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 247293 members 
Entering Unmasked Estep 
Score: -35938056.000000 Penalty: 6315.657227
	Iteration 51Q: 3 clusters Score -3.593806e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 248002 members 
Entering Unmasked Estep 
Score: -35938092.000000 Penalty: 6315.657227
	Iteration 52Q: 3 clusters Score -3.593809e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 248668 members 
Entering Unmasked Estep 
Score: -35938100.000000 Penalty: 6315.657227
	Iteration 53Q: 3 clusters Score -3.59381e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 249336 members 
Entering Unmasked Estep 
Score: -35938064.000000 Penalty: 6315.657227
	Iteration 54Q: 3 clusters Score -3.593806e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 249985 members 
Entering Unmasked Estep 
Score: -35938020.000000 Penalty: 6315.657227
	Iteration 55Q: 3 clusters Score -3.593802e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 250619 members 
Entering Unmasked Estep 
Score: -35938180.000000 Penalty: 6315.657227
	Iteration 56Q: 3 clusters Score -3.593818e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 251229 members 
Entering Unmasked Estep 
Score: -35938204.000000 Penalty: 6315.657227
	Iteration 57Q: 3 clusters Score -3.59382e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 251838 members 
Entering Unmasked Estep 
Score: -35938208.000000 Penalty: 6315.657227
	Iteration 58Q: 3 clusters Score -3.593821e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 252472 members 
Entering Unmasked Estep 
Score: -35938232.000000 Penalty: 6315.657227
	Iteration 59Q: 3 clusters Score -3.593823e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 253097 members 
Entering Unmasked Estep 
Score: -35938228.000000 Penalty: 6315.657227
	Iteration 60F: 3 clusters Score -3.593823e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 253726 members 
Entering Unmasked Estep 
Score: -35938308.000000 Penalty: 6315.657227
	Iteration 61Q: 3 clusters Score -3.593831e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 254371 members 
Entering Unmasked Estep 
Score: -35938304.000000 Penalty: 6315.657227
	Iteration 62Q: 3 clusters Score -3.59383e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 255056 members 
Entering Unmasked Estep 
Score: -35938376.000000 Penalty: 6315.657227
	Iteration 63Q: 3 clusters Score -3.593838e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 255761 members 
Entering Unmasked Estep 
Score: -35938452.000000 Penalty: 6315.657227
	Iteration 64Q: 3 clusters Score -3.593845e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 256484 members 
Entering Unmasked Estep 
Score: -35938440.000000 Penalty: 6315.657227
	Iteration 65Q: 3 clusters Score -3.593844e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 257176 members 
Entering Unmasked Estep 
Score: -35938492.000000 Penalty: 6315.657227
	Iteration 66Q: 3 clusters Score -3.593849e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 257846 members 
Entering Unmasked Estep 
Score: -35938504.000000 Penalty: 6315.657227
	Iteration 67Q: 3 clusters Score -3.59385e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 258468 members 
Entering Unmasked Estep 
Score: -35938576.000000 Penalty: 6315.657227
	Iteration 68Q: 3 clusters Score -3.593858e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 259069 members 
Entering Unmasked Estep 
Score: -35938556.000000 Penalty: 6315.657227
	Iteration 69Q: 3 clusters Score -3.593856e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 259630 members 
Entering Unmasked Estep 
Score: -35938632.000000 Penalty: 6315.657227
	Iteration 70Q: 3 clusters Score -3.593863e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 260199 members 
Entering Unmasked Estep 
Score: -35938644.000000 Penalty: 6315.657227
	Iteration 71Q: 3 clusters Score -3.593864e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 260728 members 
Entering Unmasked Estep 
Score: -35938720.000000 Penalty: 6315.657227
	Iteration 72Q: 3 clusters Score -3.593872e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 261294 members 
Entering Unmasked Estep 
Score: -35938684.000000 Penalty: 6315.657227
	Iteration 73Q: 3 clusters Score -3.593868e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 261818 members 
Entering Unmasked Estep 
Score: -35938724.000000 Penalty: 6315.657227
	Iteration 74Q: 3 clusters Score -3.593872e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 262319 members 
Entering Unmasked Estep 
Score: -35938776.000000 Penalty: 6315.657227
	Iteration 75Q: 3 clusters Score -3.593878e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 262838 members 
Entering Unmasked Estep 
Score: -35938808.000000 Penalty: 6315.657227
	Iteration 76Q: 3 clusters Score -3.593881e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 263383 members 
Entering Unmasked Estep 
Score: -35938860.000000 Penalty: 6315.657227
	Iteration 77Q: 3 clusters Score -3.593886e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 263949 members 
Entering Unmasked Estep 
Score: -35938780.000000 Penalty: 6315.657227
	Iteration 78Q: 3 clusters Score -3.593878e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 264468 members 
Entering Unmasked Estep 
Score: -35938812.000000 Penalty: 6315.657227
	Iteration 79Q: 3 clusters Score -3.593881e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 264989 members 
Entering Unmasked Estep 
Score: -35938832.000000 Penalty: 6315.657227
	Iteration 80F: 3 clusters Score -3.593883e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 265520 members 
Entering Unmasked Estep 
Score: -35938872.000000 Penalty: 6315.657227
	Iteration 81Q: 3 clusters Score -3.593887e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 266052 members 
Entering Unmasked Estep 
Score: -35938816.000000 Penalty: 6315.657227
	Iteration 82Q: 3 clusters Score -3.593882e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 266584 members 
Entering Unmasked Estep 
Score: -35938904.000000 Penalty: 6315.657227
	Iteration 83Q: 3 clusters Score -3.59389e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 267086 members 
Entering Unmasked Estep 
Score: -35938924.000000 Penalty: 6315.657227
	Iteration 84Q: 3 clusters Score -3.593892e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 267595 members 
Entering Unmasked Estep 
Score: -35938944.000000 Penalty: 6315.657227
	Iteration 85Q: 3 clusters Score -3.593894e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 268136 members 
Entering Unmasked Estep 
Score: -35938980.000000 Penalty: 6315.657227
	Iteration 86Q: 3 clusters Score -3.593898e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 268661 members 
Entering Unmasked Estep 
Score: -35938996.000000 Penalty: 6315.657227
	Iteration 87Q: 3 clusters Score -3.5939e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 269160 members 
Entering Unmasked Estep 
Score: -35939028.000000 Penalty: 6315.657227
	Iteration 88Q: 3 clusters Score -3.593903e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 269679 members 
Entering Unmasked Estep 
Score: -35938980.000000 Penalty: 6315.657227
	Iteration 89Q: 3 clusters Score -3.593898e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 270237 members 
Entering Unmasked Estep 
Score: -35939064.000000 Penalty: 6315.657227
	Iteration 90Q: 3 clusters Score -3.593906e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 270822 members 
Entering Unmasked Estep 
Score: -35939020.000000 Penalty: 6315.657227
	Iteration 91Q: 3 clusters Score -3.593902e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 271405 members 
Entering Unmasked Estep 
Score: -35939104.000000 Penalty: 6315.657227
	Iteration 92Q: 3 clusters Score -3.59391e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 272019 members 
Entering Unmasked Estep 
Score: -35939060.000000 Penalty: 6315.657227
	Iteration 93Q: 3 clusters Score -3.593906e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 272602 members 
Entering Unmasked Estep 
Score: -35938996.000000 Penalty: 6315.657227
	Iteration 94Q: 3 clusters Score -3.5939e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 273182 members 
Entering Unmasked Estep 
Score: -35939000.000000 Penalty: 6315.657227
	Iteration 95Q: 3 clusters Score -3.5939e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 273767 members 
Entering Unmasked Estep 
Score: -35939048.000000 Penalty: 6315.657227
	Iteration 96Q: 3 clusters Score -3.593905e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 274402 members 
Entering Unmasked Estep 
Score: -35939124.000000 Penalty: 6315.657227
	Iteration 97Q: 3 clusters Score -3.593912e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 275028 members 
Entering Unmasked Estep 
Score: -35939100.000000 Penalty: 6315.657227
	Iteration 98Q: 3 clusters Score -3.59391e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 275665 members 
Entering Unmasked Estep 
Score: -35939116.000000 Penalty: 6315.657227
	Iteration 99Q: 3 clusters Score -3.593912e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 276306 members 
Entering Unmasked Estep 
Score: -35939064.000000 Penalty: 6315.657227
	Iteration 100F: 3 clusters Score -3.593906e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 276918 members 
Entering Unmasked Estep 
Score: -35939068.000000 Penalty: 6315.657227
	Iteration 101Q: 3 clusters Score -3.593907e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 277516 members 
Entering Unmasked Estep 
Score: -35939076.000000 Penalty: 6315.657227
	Iteration 102Q: 3 clusters Score -3.593908e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 278101 members 
Entering Unmasked Estep 
Score: -35939012.000000 Penalty: 6315.657227
	Iteration 103Q: 3 clusters Score -3.593901e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 278654 members 
Entering Unmasked Estep 
Score: -35939072.000000 Penalty: 6315.657227
	Iteration 104Q: 3 clusters Score -3.593907e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 279227 members 
Entering Unmasked Estep 
Score: -35939092.000000 Penalty: 6315.657227
	Iteration 105Q: 3 clusters Score -3.593909e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 279823 members 
Entering Unmasked Estep 
Score: -35939192.000000 Penalty: 6315.657227
	Iteration 106Q: 3 clusters Score -3.593919e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 280393 members 
Entering Unmasked Estep 
Score: -35939152.000000 Penalty: 6315.657227
	Iteration 107Q: 3 clusters Score -3.593915e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 280989 members 
Entering Unmasked Estep 
Score: -35939104.000000 Penalty: 6315.657227
	Iteration 108Q: 3 clusters Score -3.59391e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 281531 members 
Entering Unmasked Estep 
Score: -35939116.000000 Penalty: 6315.657227
	Iteration 109Q: 3 clusters Score -3.593912e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 282017 members 
Entering Unmasked Estep 
Score: -35939068.000000 Penalty: 6315.657227
	Iteration 110Q: 3 clusters Score -3.593907e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 282463 members 
Entering Unmasked Estep 
Score: -35939100.000000 Penalty: 6315.657227
	Iteration 111Q: 3 clusters Score -3.59391e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 282908 members 
Entering Unmasked Estep 
Score: -35939128.000000 Penalty: 6315.657227
	Iteration 112Q: 3 clusters Score -3.593913e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 283346 members 
Entering Unmasked Estep 
Score: -35939076.000000 Penalty: 6315.657227
	Iteration 113Q: 3 clusters Score -3.593908e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 283759 members 
Entering Unmasked Estep 
Score: -35939124.000000 Penalty: 6315.657227
	Iteration 114Q: 3 clusters Score -3.593912e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 284189 members 
Entering Unmasked Estep 
Score: -35939216.000000 Penalty: 6315.657227
	Iteration 115Q: 3 clusters Score -3.593922e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 284625 members 
Entering Unmasked Estep 
Score: -35939224.000000 Penalty: 6315.657227
	Iteration 116Q: 3 clusters Score -3.593922e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 285048 members 
Entering Unmasked Estep 
Score: -35939248.000000 Penalty: 6315.657227
	Iteration 117Q: 3 clusters Score -3.593925e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 285442 members 
Entering Unmasked Estep 
Score: -35939304.000000 Penalty: 6315.657227
	Iteration 118Q: 3 clusters Score -3.59393e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 285815 members 
Entering Unmasked Estep 
Score: -35939332.000000 Penalty: 6315.657227
	Iteration 119Q: 3 clusters Score -3.593933e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 286146 members 
Entering Unmasked Estep 
Score: -35939368.000000 Penalty: 6315.657227
	Iteration 120F: 3 clusters Score -3.593937e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 286488 members 
Entering Unmasked Estep 
Score: -35939420.000000 Penalty: 6315.657227
	Iteration 121Q: 3 clusters Score -3.593942e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 286808 members 
Entering Unmasked Estep 
Score: -35939400.000000 Penalty: 6315.657227
	Iteration 122Q: 3 clusters Score -3.59394e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 287132 members 
Entering Unmasked Estep 
Score: -35939420.000000 Penalty: 6315.657227
	Iteration 123Q: 3 clusters Score -3.593942e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 287461 members 
Entering Unmasked Estep 
Score: -35939452.000000 Penalty: 6315.657227
	Iteration 124Q: 3 clusters Score -3.593945e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 287787 members 
Entering Unmasked Estep 
Score: -35939408.000000 Penalty: 6315.657227
	Iteration 125Q: 3 clusters Score -3.593941e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 288085 members 
Entering Unmasked Estep 
Score: -35939500.000000 Penalty: 6315.657227
	Iteration 126Q: 3 clusters Score -3.59395e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 288401 members 
Entering Unmasked Estep 
Score: -35939492.000000 Penalty: 6315.657227
	Iteration 127Q: 3 clusters Score -3.593949e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 288698 members 
Entering Unmasked Estep 
Score: -35939460.000000 Penalty: 6315.657227
	Iteration 128Q: 3 clusters Score -3.593946e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 288991 members 
Entering Unmasked Estep 
Score: -35939560.000000 Penalty: 6315.657227
	Iteration 129Q: 3 clusters Score -3.593956e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 289296 members 
Entering Unmasked Estep 
Score: -35939600.000000 Penalty: 6315.657227
	Iteration 130Q: 3 clusters Score -3.59396e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 289624 members 
Entering Unmasked Estep 
Score: -35939596.000000 Penalty: 6315.657227
	Iteration 131Q: 3 clusters Score -3.59396e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 289993 members 
Entering Unmasked Estep 
Score: -35939568.000000 Penalty: 6315.657227
	Iteration 132Q: 3 clusters Score -3.593957e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 290361 members 
Entering Unmasked Estep 
Score: -35939608.000000 Penalty: 6315.657227
	Iteration 133Q: 3 clusters Score -3.593961e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 290690 members 
Entering Unmasked Estep 
Score: -35939540.000000 Penalty: 6315.657227
	Iteration 134Q: 3 clusters Score -3.593954e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 290979 members 
Entering Unmasked Estep 
Score: -35939492.000000 Penalty: 6315.657227
	Iteration 135Q: 3 clusters Score -3.593949e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 291251 members 
Entering Unmasked Estep 
Score: -35939604.000000 Penalty: 6315.657227
	Iteration 136Q: 3 clusters Score -3.59396e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 291531 members 
Entering Unmasked Estep 
Score: -35939568.000000 Penalty: 6315.657227
	Iteration 137Q: 3 clusters Score -3.593957e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 291833 members 
Entering Unmasked Estep 
Score: -35939624.000000 Penalty: 6315.657227
	Iteration 138Q: 3 clusters Score -3.593962e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 292135 members 
Entering Unmasked Estep 
Score: -35939588.000000 Penalty: 6315.657227
	Iteration 139Q: 3 clusters Score -3.593959e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 292418 members 
Entering Unmasked Estep 
Score: -35939576.000000 Penalty: 6315.657227
	Iteration 140F: 3 clusters Score -3.593958e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 292701 members 
Entering Unmasked Estep 
Score: -35939628.000000 Penalty: 6315.657227
	Iteration 141Q: 3 clusters Score -3.593963e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 292984 members 
Entering Unmasked Estep 
Score: -35939588.000000 Penalty: 6315.657227
	Iteration 142Q: 3 clusters Score -3.593959e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 293298 members 
Entering Unmasked Estep 
Score: -35939584.000000 Penalty: 6315.657227
	Iteration 143Q: 3 clusters Score -3.593958e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 293612 members 
Entering Unmasked Estep 
Score: -35939576.000000 Penalty: 6315.657227
	Iteration 144Q: 3 clusters Score -3.593958e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 293919 members 
Entering Unmasked Estep 
Score: -35939508.000000 Penalty: 6315.657227
	Iteration 145Q: 3 clusters Score -3.593951e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 294230 members 
Entering Unmasked Estep 
Score: -35939448.000000 Penalty: 6315.657227
	Iteration 146Q: 3 clusters Score -3.593945e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 294539 members 
Entering Unmasked Estep 
Score: -35939504.000000 Penalty: 6315.657227
	Iteration 147Q: 3 clusters Score -3.59395e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 294878 members 
Entering Unmasked Estep 
Score: -35939476.000000 Penalty: 6315.657227
	Iteration 148Q: 3 clusters Score -3.593948e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 295215 members 
Entering Unmasked Estep 
Score: -35939508.000000 Penalty: 6315.657227
	Iteration 149Q: 3 clusters Score -3.593951e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 295526 members 
Entering Unmasked Estep 
Score: -35939544.000000 Penalty: 6315.657227
	Iteration 150Q: 3 clusters Score -3.593954e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 295847 members 
Entering Unmasked Estep 
Score: -35939504.000000 Penalty: 6315.657227
	Iteration 151Q: 3 clusters Score -3.59395e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 296138 members 
Entering Unmasked Estep 
Score: -35939512.000000 Penalty: 6315.657227
	Iteration 152Q: 3 clusters Score -3.593951e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 296423 members 
Entering Unmasked Estep 
Score: -35939556.000000 Penalty: 6315.657227
	Iteration 153Q: 3 clusters Score -3.593956e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 296700 members 
Entering Unmasked Estep 
Score: -35939584.000000 Penalty: 6315.657227
	Iteration 154Q: 3 clusters Score -3.593958e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 296996 members 
Entering Unmasked Estep 
Score: -35939520.000000 Penalty: 6315.657227
	Iteration 155Q: 3 clusters Score -3.593952e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 297270 members 
Entering Unmasked Estep 
Score: -35939472.000000 Penalty: 6315.657227
	Iteration 156Q: 3 clusters Score -3.593947e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 297568 members 
Entering Unmasked Estep 
Score: -35939464.000000 Penalty: 6315.657227
	Iteration 157Q: 3 clusters Score -3.593946e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 297848 members 
Entering Unmasked Estep 
Score: -35939448.000000 Penalty: 6315.657227
	Iteration 158Q: 3 clusters Score -3.593945e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 298140 members 
Entering Unmasked Estep 
Score: -35939476.000000 Penalty: 6315.657227
	Iteration 159Q: 3 clusters Score -3.593948e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 298400 members 
Entering Unmasked Estep 
Score: -35939504.000000 Penalty: 6315.657227
	Iteration 160F: 3 clusters Score -3.59395e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 298664 members 
Entering Unmasked Estep 
Score: -35939556.000000 Penalty: 6315.657227
	Iteration 161Q: 3 clusters Score -3.593956e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 298901 members 
Entering Unmasked Estep 
Score: -35939516.000000 Penalty: 6315.657227
	Iteration 162Q: 3 clusters Score -3.593952e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 299130 members 
Entering Unmasked Estep 
Score: -35939580.000000 Penalty: 6315.657227
	Iteration 163Q: 3 clusters Score -3.593958e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 299370 members 
Entering Unmasked Estep 
Score: -35939652.000000 Penalty: 6315.657227
	Iteration 164Q: 3 clusters Score -3.593965e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 299604 members 
Entering Unmasked Estep 
Score: -35939712.000000 Penalty: 6315.657227
	Iteration 165Q: 3 clusters Score -3.593971e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 299848 members 
Entering Unmasked Estep 
Score: -35939700.000000 Penalty: 6315.657227
	Iteration 166Q: 3 clusters Score -3.59397e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 300084 members 
Entering Unmasked Estep 
Score: -35939696.000000 Penalty: 6315.657227
	Iteration 167Q: 3 clusters Score -3.59397e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 300303 members 
Entering Unmasked Estep 
Score: -35939748.000000 Penalty: 6315.657227
	Iteration 168Q: 3 clusters Score -3.593975e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 300520 members 
Entering Unmasked Estep 
Score: -35939736.000000 Penalty: 6315.657227
	Iteration 169Q: 3 clusters Score -3.593974e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 300729 members 
Entering Unmasked Estep 
Score: -35939796.000000 Penalty: 6315.657227
	Iteration 170Q: 3 clusters Score -3.59398e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 300942 members 
Entering Unmasked Estep 
Score: -35939800.000000 Penalty: 6315.657227
	Iteration 171Q: 3 clusters Score -3.59398e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 301155 members 
Entering Unmasked Estep 
Score: -35939804.000000 Penalty: 6315.657227
	Iteration 172Q: 3 clusters Score -3.59398e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 301355 members 
Entering Unmasked Estep 
Score: -35939896.000000 Penalty: 6315.657227
	Iteration 173Q: 3 clusters Score -3.59399e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 301562 members 
Entering Unmasked Estep 
Score: -35939876.000000 Penalty: 6315.657227
	Iteration 174Q: 3 clusters Score -3.593988e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 301772 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 175Q: 3 clusters Score -3.593984e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 301973 members 
Entering Unmasked Estep 
Score: -35939872.000000 Penalty: 6315.657227
	Iteration 176Q: 3 clusters Score -3.593987e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 302162 members 
Entering Unmasked Estep 
Score: -35939864.000000 Penalty: 6315.657227
	Iteration 177Q: 3 clusters Score -3.593986e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 302332 members 
Entering Unmasked Estep 
Score: -35939868.000000 Penalty: 6315.657227
	Iteration 178Q: 3 clusters Score -3.593987e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 302510 members 
Entering Unmasked Estep 
Score: -35939872.000000 Penalty: 6315.657227
	Iteration 179Q: 3 clusters Score -3.593987e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 302673 members 
Entering Unmasked Estep 
Score: -35939892.000000 Penalty: 6315.657227
	Iteration 180F: 3 clusters Score -3.593989e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 302823 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 181Q: 3 clusters Score -3.593994e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 302977 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 182Q: 3 clusters Score -3.593992e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 303119 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 183Q: 3 clusters Score -3.593991e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 303268 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 184Q: 3 clusters Score -3.593995e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 303411 members 
Entering Unmasked Estep 
Score: -35940032.000000 Penalty: 6315.657227
	Iteration 185Q: 3 clusters Score -3.594003e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 303557 members 
Entering Unmasked Estep 
Score: -35940068.000000 Penalty: 6315.657227
	Iteration 186Q: 3 clusters Score -3.594007e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 303698 members 
Entering Unmasked Estep 
Score: -35940000.000000 Penalty: 6315.657227
	Iteration 187Q: 3 clusters Score -3.594e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 303840 members 
Entering Unmasked Estep 
Score: -35940044.000000 Penalty: 6315.657227
	Iteration 188Q: 3 clusters Score -3.594004e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 303967 members 
Entering Unmasked Estep 
Score: -35940044.000000 Penalty: 6315.657227
	Iteration 189Q: 3 clusters Score -3.594004e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 304098 members 
Entering Unmasked Estep 
Score: -35940024.000000 Penalty: 6315.657227
	Iteration 190Q: 3 clusters Score -3.594002e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 304229 members 
Entering Unmasked Estep 
Score: -35940052.000000 Penalty: 6315.657227
	Iteration 191Q: 3 clusters Score -3.594005e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 304340 members 
Entering Unmasked Estep 
Score: -35940044.000000 Penalty: 6315.657227
	Iteration 192Q: 3 clusters Score -3.594004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 304439 members 
Entering Unmasked Estep 
Score: -35940064.000000 Penalty: 6315.657227
	Iteration 193Q: 3 clusters Score -3.594006e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 304538 members 
Entering Unmasked Estep 
Score: -35940080.000000 Penalty: 6315.657227
	Iteration 194Q: 3 clusters Score -3.594008e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 304658 members 
Entering Unmasked Estep 
Score: -35940100.000000 Penalty: 6315.657227
	Iteration 195Q: 3 clusters Score -3.59401e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 304762 members 
Entering Unmasked Estep 
Score: -35940048.000000 Penalty: 6315.657227
	Iteration 196Q: 3 clusters Score -3.594005e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 304875 members 
Entering Unmasked Estep 
Score: -35940048.000000 Penalty: 6315.657227
	Iteration 197Q: 3 clusters Score -3.594005e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 304983 members 
Entering Unmasked Estep 
Score: -35939988.000000 Penalty: 6315.657227
	Iteration 198Q: 3 clusters Score -3.593999e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 305101 members 
Entering Unmasked Estep 
Score: -35939956.000000 Penalty: 6315.657227
	Iteration 199Q: 3 clusters Score -3.593996e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 305210 members 
Entering Unmasked Estep 
Score: -35939972.000000 Penalty: 6315.657227
	Iteration 200F: 3 clusters Score -3.593997e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 305306 members 
Entering Unmasked Estep 
Score: -35939960.000000 Penalty: 6315.657227
	Iteration 201Q: 3 clusters Score -3.593996e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 305388 members 
Entering Unmasked Estep 
Score: -35939956.000000 Penalty: 6315.657227
	Iteration 202Q: 3 clusters Score -3.593996e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 305480 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 203Q: 3 clusters Score -3.593993e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 305585 members 
Entering Unmasked Estep 
Score: -35939912.000000 Penalty: 6315.657227
	Iteration 204Q: 3 clusters Score -3.593991e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 305686 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 205Q: 3 clusters Score -3.593993e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 305796 members 
Entering Unmasked Estep 
Score: -35939884.000000 Penalty: 6315.657227
	Iteration 206Q: 3 clusters Score -3.593988e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 305906 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 207Q: 3 clusters Score -3.593995e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 306027 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 208Q: 3 clusters Score -3.593998e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 306160 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 209Q: 3 clusters Score -3.593993e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 306304 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 6315.657227
	Iteration 210Q: 3 clusters Score -3.593994e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 306453 members 
Entering Unmasked Estep 
Score: -35940000.000000 Penalty: 6315.657227
	Iteration 211Q: 3 clusters Score -3.594e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 306597 members 
Entering Unmasked Estep 
Score: -35939968.000000 Penalty: 6315.657227
	Iteration 212Q: 3 clusters Score -3.593997e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 306740 members 
Entering Unmasked Estep 
Score: -35939972.000000 Penalty: 6315.657227
	Iteration 213Q: 3 clusters Score -3.593997e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 306891 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 214Q: 3 clusters Score -3.593998e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 307022 members 
Entering Unmasked Estep 
Score: -35939980.000000 Penalty: 6315.657227
	Iteration 215Q: 3 clusters Score -3.593998e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 307136 members 
Entering Unmasked Estep 
Score: -35939992.000000 Penalty: 6315.657227
	Iteration 216Q: 3 clusters Score -3.593999e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 307264 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 217Q: 3 clusters Score -3.593991e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 307403 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 6315.657227
	Iteration 218Q: 3 clusters Score -3.593994e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 307542 members 
Entering Unmasked Estep 
Score: -35939920.000000 Penalty: 6315.657227
	Iteration 219Q: 3 clusters Score -3.593992e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 307671 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 220F: 3 clusters Score -3.593994e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 307792 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 221Q: 3 clusters Score -3.593994e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 307913 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 6315.657227
	Iteration 222Q: 3 clusters Score -3.593994e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 308014 members 
Entering Unmasked Estep 
Score: -35939912.000000 Penalty: 6315.657227
	Iteration 223Q: 3 clusters Score -3.593991e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 308108 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 224Q: 3 clusters Score -3.593991e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 308207 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 225Q: 3 clusters Score -3.593994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 308312 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 226Q: 3 clusters Score -3.593994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 308409 members 
Entering Unmasked Estep 
Score: -35939916.000000 Penalty: 6315.657227
	Iteration 227Q: 3 clusters Score -3.593992e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 308500 members 
Entering Unmasked Estep 
Score: -35939948.000000 Penalty: 6315.657227
	Iteration 228Q: 3 clusters Score -3.593995e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 308580 members 
Entering Unmasked Estep 
Score: -35939916.000000 Penalty: 6315.657227
	Iteration 229Q: 3 clusters Score -3.593992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 308653 members 
Entering Unmasked Estep 
Score: -35939896.000000 Penalty: 6315.657227
	Iteration 230Q: 3 clusters Score -3.59399e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 308725 members 
Entering Unmasked Estep 
Score: -35939900.000000 Penalty: 6315.657227
	Iteration 231Q: 3 clusters Score -3.59399e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 308815 members 
Entering Unmasked Estep 
Score: -35939948.000000 Penalty: 6315.657227
	Iteration 232Q: 3 clusters Score -3.593995e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 308896 members 
Entering Unmasked Estep 
Score: -35939920.000000 Penalty: 6315.657227
	Iteration 233Q: 3 clusters Score -3.593992e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 308962 members 
Entering Unmasked Estep 
Score: -35939964.000000 Penalty: 6315.657227
	Iteration 234Q: 3 clusters Score -3.593996e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 309034 members 
Entering Unmasked Estep 
Score: -35939956.000000 Penalty: 6315.657227
	Iteration 235Q: 3 clusters Score -3.593996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 309105 members 
Entering Unmasked Estep 
Score: -35940004.000000 Penalty: 6315.657227
	Iteration 236Q: 3 clusters Score -3.594e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 309163 members 
Entering Unmasked Estep 
Score: -35939972.000000 Penalty: 6315.657227
	Iteration 237Q: 3 clusters Score -3.593997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 309211 members 
Entering Unmasked Estep 
Score: -35939980.000000 Penalty: 6315.657227
	Iteration 238Q: 3 clusters Score -3.593998e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 309260 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 239Q: 3 clusters Score -3.593998e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 309310 members 
Entering Unmasked Estep 
Score: -35940000.000000 Penalty: 6315.657227
	Iteration 240F: 3 clusters Score -3.594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 309358 members 
Entering Unmasked Estep 
Score: -35939988.000000 Penalty: 6315.657227
	Iteration 241Q: 3 clusters Score -3.593999e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 309413 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 242Q: 3 clusters Score -3.593995e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 309476 members 
Entering Unmasked Estep 
Score: -35939980.000000 Penalty: 6315.657227
	Iteration 243Q: 3 clusters Score -3.593998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 309539 members 
Entering Unmasked Estep 
Score: -35939984.000000 Penalty: 6315.657227
	Iteration 244Q: 3 clusters Score -3.593998e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 309608 members 
Entering Unmasked Estep 
Score: -35940020.000000 Penalty: 6315.657227
	Iteration 245Q: 3 clusters Score -3.594002e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 309688 members 
Entering Unmasked Estep 
Score: -35940004.000000 Penalty: 6315.657227
	Iteration 246Q: 3 clusters Score -3.594e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 309786 members 
Entering Unmasked Estep 
Score: -35939972.000000 Penalty: 6315.657227
	Iteration 247Q: 3 clusters Score -3.593997e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 309870 members 
Entering Unmasked Estep 
Score: -35939972.000000 Penalty: 6315.657227
	Iteration 248Q: 3 clusters Score -3.593997e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 309961 members 
Entering Unmasked Estep 
Score: -35939984.000000 Penalty: 6315.657227
	Iteration 249Q: 3 clusters Score -3.593998e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 310048 members 
Entering Unmasked Estep 
Score: -35939960.000000 Penalty: 6315.657227
	Iteration 250Q: 3 clusters Score -3.593996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 310116 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 251Q: 3 clusters Score -3.593995e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 310175 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 252Q: 3 clusters Score -3.593992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 310232 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 253Q: 3 clusters Score -3.593994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 310278 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 254Q: 3 clusters Score -3.593995e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 310324 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 255Q: 3 clusters Score -3.593991e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 310369 members 
Entering Unmasked Estep 
Score: -35939896.000000 Penalty: 6315.657227
	Iteration 256Q: 3 clusters Score -3.59399e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 310427 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 257Q: 3 clusters Score -3.593993e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 310481 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 258Q: 3 clusters Score -3.593992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 310527 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 259Q: 3 clusters Score -3.593992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 310567 members 
Entering Unmasked Estep 
Score: -35939912.000000 Penalty: 6315.657227
	Iteration 260F: 3 clusters Score -3.593991e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 310612 members 
Entering Unmasked Estep 
Score: -35939920.000000 Penalty: 6315.657227
	Iteration 261Q: 3 clusters Score -3.593992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 310656 members 
Entering Unmasked Estep 
Score: -35939904.000000 Penalty: 6315.657227
	Iteration 262Q: 3 clusters Score -3.59399e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 310699 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 263Q: 3 clusters Score -3.593989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 310753 members 
Entering Unmasked Estep 
Score: -35939860.000000 Penalty: 6315.657227
	Iteration 264Q: 3 clusters Score -3.593986e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 310805 members 
Entering Unmasked Estep 
Score: -35939876.000000 Penalty: 6315.657227
	Iteration 265Q: 3 clusters Score -3.593988e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 310860 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 266Q: 3 clusters Score -3.593985e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 310930 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 267Q: 3 clusters Score -3.593984e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 310999 members 
Entering Unmasked Estep 
Score: -35939848.000000 Penalty: 6315.657227
	Iteration 268Q: 3 clusters Score -3.593985e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 311067 members 
Entering Unmasked Estep 
Score: -35939844.000000 Penalty: 6315.657227
	Iteration 269Q: 3 clusters Score -3.593984e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 311117 members 
Entering Unmasked Estep 
Score: -35939848.000000 Penalty: 6315.657227
	Iteration 270Q: 3 clusters Score -3.593985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 311158 members 
Entering Unmasked Estep 
Score: -35939868.000000 Penalty: 6315.657227
	Iteration 271Q: 3 clusters Score -3.593987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 311184 members 
Entering Unmasked Estep 
Score: -35939864.000000 Penalty: 6315.657227
	Iteration 272Q: 3 clusters Score -3.593986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 311209 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 273Q: 3 clusters Score -3.593985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 311227 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 274Q: 3 clusters Score -3.593985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 311248 members 
Entering Unmasked Estep 
Score: -35939844.000000 Penalty: 6315.657227
	Iteration 275Q: 3 clusters Score -3.593984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 311265 members 
Entering Unmasked Estep 
Score: -35939812.000000 Penalty: 6315.657227
	Iteration 276Q: 3 clusters Score -3.593981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 311278 members 
Entering Unmasked Estep 
Score: -35939836.000000 Penalty: 6315.657227
	Iteration 277Q: 3 clusters Score -3.593984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 311292 members 
Entering Unmasked Estep 
Score: -35939828.000000 Penalty: 6315.657227
	Iteration 278Q: 3 clusters Score -3.593983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 311305 members 
Entering Unmasked Estep 
Score: -35939824.000000 Penalty: 6315.657227
	Iteration 279Q: 3 clusters Score -3.593982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 311318 members 
Entering Unmasked Estep 
Score: -35939804.000000 Penalty: 6315.657227
	Iteration 280F: 3 clusters Score -3.59398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 311333 members 
Entering Unmasked Estep 
Score: -35939792.000000 Penalty: 6315.657227
	Iteration 281Q: 3 clusters Score -3.593979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 311350 members 
Entering Unmasked Estep 
Score: -35939800.000000 Penalty: 6315.657227
	Iteration 282Q: 3 clusters Score -3.59398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 311375 members 
Entering Unmasked Estep 
Score: -35939832.000000 Penalty: 6315.657227
	Iteration 283Q: 3 clusters Score -3.593983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 311402 members 
Entering Unmasked Estep 
Score: -35939808.000000 Penalty: 6315.657227
	Iteration 284Q: 3 clusters Score -3.593981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 311431 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 285Q: 3 clusters Score -3.593984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 311456 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 286Q: 3 clusters Score -3.593984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 311490 members 
Entering Unmasked Estep 
Score: -35939812.000000 Penalty: 6315.657227
	Iteration 287Q: 3 clusters Score -3.593981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 311521 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 288Q: 3 clusters Score -3.593984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 311555 members 
Entering Unmasked Estep 
Score: -35939856.000000 Penalty: 6315.657227
	Iteration 289Q: 3 clusters Score -3.593986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 311591 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 290Q: 3 clusters Score -3.593984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 311630 members 
Entering Unmasked Estep 
Score: -35939812.000000 Penalty: 6315.657227
	Iteration 291Q: 3 clusters Score -3.593981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 311670 members 
Entering Unmasked Estep 
Score: -35939836.000000 Penalty: 6315.657227
	Iteration 292Q: 3 clusters Score -3.593984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 311714 members 
Entering Unmasked Estep 
Score: -35939824.000000 Penalty: 6315.657227
	Iteration 293Q: 3 clusters Score -3.593982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 311749 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 294Q: 3 clusters Score -3.593985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 311793 members 
Entering Unmasked Estep 
Score: -35939828.000000 Penalty: 6315.657227
	Iteration 295Q: 3 clusters Score -3.593983e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 311848 members 
Entering Unmasked Estep 
Score: -35939864.000000 Penalty: 6315.657227
	Iteration 296Q: 3 clusters Score -3.593986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 311899 members 
Entering Unmasked Estep 
Score: -35939856.000000 Penalty: 6315.657227
	Iteration 297Q: 3 clusters Score -3.593986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 311939 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 298Q: 3 clusters Score -3.593989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 311983 members 
Entering Unmasked Estep 
Score: -35939872.000000 Penalty: 6315.657227
	Iteration 299Q: 3 clusters Score -3.593987e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 312028 members 
Entering Unmasked Estep 
Score: -35939880.000000 Penalty: 6315.657227
	Iteration 300F: 3 clusters Score -3.593988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 312068 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 301Q: 3 clusters Score -3.593989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 312115 members 
Entering Unmasked Estep 
Score: -35939916.000000 Penalty: 6315.657227
	Iteration 302Q: 3 clusters Score -3.593992e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 312165 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 303Q: 3 clusters Score -3.593993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 312209 members 
Entering Unmasked Estep 
Score: -35939964.000000 Penalty: 6315.657227
	Iteration 304Q: 3 clusters Score -3.593996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 312251 members 
Entering Unmasked Estep 
Score: -35939956.000000 Penalty: 6315.657227
	Iteration 305Q: 3 clusters Score -3.593996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 312294 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 306Q: 3 clusters Score -3.593994e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 312342 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 307Q: 3 clusters Score -3.593994e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 312390 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 308Q: 3 clusters Score -3.593995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 312435 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 309Q: 3 clusters Score -3.593994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 312484 members 
Entering Unmasked Estep 
Score: -35939960.000000 Penalty: 6315.657227
	Iteration 310Q: 3 clusters Score -3.593996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 312526 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 311Q: 3 clusters Score -3.593992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 312572 members 
Entering Unmasked Estep 
Score: -35939920.000000 Penalty: 6315.657227
	Iteration 312Q: 3 clusters Score -3.593992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 312610 members 
Entering Unmasked Estep 
Score: -35939904.000000 Penalty: 6315.657227
	Iteration 313Q: 3 clusters Score -3.59399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 312655 members 
Entering Unmasked Estep 
Score: -35939904.000000 Penalty: 6315.657227
	Iteration 314Q: 3 clusters Score -3.59399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 312705 members 
Entering Unmasked Estep 
Score: -35939892.000000 Penalty: 6315.657227
	Iteration 315Q: 3 clusters Score -3.593989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 312753 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 316Q: 3 clusters Score -3.593993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 312798 members 
Entering Unmasked Estep 
Score: -35939920.000000 Penalty: 6315.657227
	Iteration 317Q: 3 clusters Score -3.593992e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 312841 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 318Q: 3 clusters Score -3.593993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 312880 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 319Q: 3 clusters Score -3.593992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 312917 members 
Entering Unmasked Estep 
Score: -35939920.000000 Penalty: 6315.657227
	Iteration 320F: 3 clusters Score -3.593992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 312953 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 321Q: 3 clusters Score -3.593994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 312983 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 322Q: 3 clusters Score -3.593994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 313017 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 323Q: 3 clusters Score -3.593994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 313047 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 324Q: 3 clusters Score -3.593993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 313076 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 325Q: 3 clusters Score -3.593994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 313108 members 
Entering Unmasked Estep 
Score: -35939964.000000 Penalty: 6315.657227
	Iteration 326Q: 3 clusters Score -3.593996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 313143 members 
Entering Unmasked Estep 
Score: -35939956.000000 Penalty: 6315.657227
	Iteration 327Q: 3 clusters Score -3.593996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 313174 members 
Entering Unmasked Estep 
Score: -35939980.000000 Penalty: 6315.657227
	Iteration 328Q: 3 clusters Score -3.593998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 313207 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 329Q: 3 clusters Score -3.593998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 313250 members 
Entering Unmasked Estep 
Score: -35939964.000000 Penalty: 6315.657227
	Iteration 330Q: 3 clusters Score -3.593996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 313287 members 
Entering Unmasked Estep 
Score: -35939972.000000 Penalty: 6315.657227
	Iteration 331Q: 3 clusters Score -3.593997e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 313318 members 
Entering Unmasked Estep 
Score: -35939948.000000 Penalty: 6315.657227
	Iteration 332Q: 3 clusters Score -3.593995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 313349 members 
Entering Unmasked Estep 
Score: -35939948.000000 Penalty: 6315.657227
	Iteration 333Q: 3 clusters Score -3.593995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 313380 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 334Q: 3 clusters Score -3.593992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 313414 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 335Q: 3 clusters Score -3.593994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 313451 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 336Q: 3 clusters Score -3.593995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 313482 members 
Entering Unmasked Estep 
Score: -35939948.000000 Penalty: 6315.657227
	Iteration 337Q: 3 clusters Score -3.593995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 313511 members 
Entering Unmasked Estep 
Score: -35939964.000000 Penalty: 6315.657227
	Iteration 338Q: 3 clusters Score -3.593996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 313545 members 
Entering Unmasked Estep 
Score: -35939992.000000 Penalty: 6315.657227
	Iteration 339Q: 3 clusters Score -3.593999e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 313582 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 340F: 3 clusters Score -3.593994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 313618 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 341Q: 3 clusters Score -3.593993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 313659 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 342Q: 3 clusters Score -3.593993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 313689 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 343Q: 3 clusters Score -3.593992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 313731 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 344Q: 3 clusters Score -3.593989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 313782 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 345Q: 3 clusters Score -3.593989e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 313844 members 
Entering Unmasked Estep 
Score: -35939868.000000 Penalty: 6315.657227
	Iteration 346Q: 3 clusters Score -3.593987e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 313896 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 347Q: 3 clusters Score -3.593985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 313945 members 
Entering Unmasked Estep 
Score: -35939844.000000 Penalty: 6315.657227
	Iteration 348Q: 3 clusters Score -3.593984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 313985 members 
Entering Unmasked Estep 
Score: -35939816.000000 Penalty: 6315.657227
	Iteration 349Q: 3 clusters Score -3.593982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 314025 members 
Entering Unmasked Estep 
Score: -35939820.000000 Penalty: 6315.657227
	Iteration 350Q: 3 clusters Score -3.593982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 314063 members 
Entering Unmasked Estep 
Score: -35939804.000000 Penalty: 6315.657227
	Iteration 351Q: 3 clusters Score -3.59398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 314100 members 
Entering Unmasked Estep 
Score: -35939824.000000 Penalty: 6315.657227
	Iteration 352Q: 3 clusters Score -3.593982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 314136 members 
Entering Unmasked Estep 
Score: -35939868.000000 Penalty: 6315.657227
	Iteration 353Q: 3 clusters Score -3.593987e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 314184 members 
Entering Unmasked Estep 
Score: -35939860.000000 Penalty: 6315.657227
	Iteration 354Q: 3 clusters Score -3.593986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 314239 members 
Entering Unmasked Estep 
Score: -35939828.000000 Penalty: 6315.657227
	Iteration 355Q: 3 clusters Score -3.593983e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 314298 members 
Entering Unmasked Estep 
Score: -35939816.000000 Penalty: 6315.657227
	Iteration 356Q: 3 clusters Score -3.593982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 314355 members 
Entering Unmasked Estep 
Score: -35939844.000000 Penalty: 6315.657227
	Iteration 357Q: 3 clusters Score -3.593984e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 314410 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 358Q: 3 clusters Score -3.593984e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 314465 members 
Entering Unmasked Estep 
Score: -35939832.000000 Penalty: 6315.657227
	Iteration 359Q: 3 clusters Score -3.593983e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 314537 members 
Entering Unmasked Estep 
Score: -35939864.000000 Penalty: 6315.657227
	Iteration 360F: 3 clusters Score -3.593986e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 314607 members 
Entering Unmasked Estep 
Score: -35939860.000000 Penalty: 6315.657227
	Iteration 361Q: 3 clusters Score -3.593986e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 314685 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 362Q: 3 clusters Score -3.593989e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 314782 members 
Entering Unmasked Estep 
Score: -35939868.000000 Penalty: 6315.657227
	Iteration 363Q: 3 clusters Score -3.593987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 314876 members 
Entering Unmasked Estep 
Score: -35939868.000000 Penalty: 6315.657227
	Iteration 364Q: 3 clusters Score -3.593987e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 314975 members 
Entering Unmasked Estep 
Score: -35939840.000000 Penalty: 6315.657227
	Iteration 365Q: 3 clusters Score -3.593984e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 315076 members 
Entering Unmasked Estep 
Score: -35939800.000000 Penalty: 6315.657227
	Iteration 366Q: 3 clusters Score -3.59398e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 315179 members 
Entering Unmasked Estep 
Score: -35939720.000000 Penalty: 6315.657227
	Iteration 367Q: 3 clusters Score -3.593972e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 315289 members 
Entering Unmasked Estep 
Score: -35939752.000000 Penalty: 6315.657227
	Iteration 368Q: 3 clusters Score -3.593975e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 315406 members 
Entering Unmasked Estep 
Score: -35939792.000000 Penalty: 6315.657227
	Iteration 369Q: 3 clusters Score -3.593979e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 315527 members 
Entering Unmasked Estep 
Score: -35939792.000000 Penalty: 6315.657227
	Iteration 370Q: 3 clusters Score -3.593979e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 315643 members 
Entering Unmasked Estep 
Score: -35939764.000000 Penalty: 6315.657227
	Iteration 371Q: 3 clusters Score -3.593976e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 315756 members 
Entering Unmasked Estep 
Score: -35939728.000000 Penalty: 6315.657227
	Iteration 372Q: 3 clusters Score -3.593973e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 315884 members 
Entering Unmasked Estep 
Score: -35939748.000000 Penalty: 6315.657227
	Iteration 373Q: 3 clusters Score -3.593975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 316001 members 
Entering Unmasked Estep 
Score: -35939764.000000 Penalty: 6315.657227
	Iteration 374Q: 3 clusters Score -3.593976e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 316124 members 
Entering Unmasked Estep 
Score: -35939748.000000 Penalty: 6315.657227
	Iteration 375Q: 3 clusters Score -3.593975e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 316246 members 
Entering Unmasked Estep 
Score: -35939800.000000 Penalty: 6315.657227
	Iteration 376Q: 3 clusters Score -3.59398e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 316367 members 
Entering Unmasked Estep 
Score: -35939736.000000 Penalty: 6315.657227
	Iteration 377Q: 3 clusters Score -3.593974e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 316480 members 
Entering Unmasked Estep 
Score: -35939772.000000 Penalty: 6315.657227
	Iteration 378Q: 3 clusters Score -3.593977e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 316606 members 
Entering Unmasked Estep 
Score: -35939768.000000 Penalty: 6315.657227
	Iteration 379Q: 3 clusters Score -3.593977e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 316729 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 380F: 3 clusters Score -3.593985e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 316855 members 
Entering Unmasked Estep 
Score: -35939856.000000 Penalty: 6315.657227
	Iteration 381Q: 3 clusters Score -3.593986e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 316971 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 382Q: 3 clusters Score -3.593991e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 317078 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 383Q: 3 clusters Score -3.593994e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 317200 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 384Q: 3 clusters Score -3.593993e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 317313 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 385Q: 3 clusters Score -3.593993e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 317420 members 
Entering Unmasked Estep 
Score: -35939968.000000 Penalty: 6315.657227
	Iteration 386Q: 3 clusters Score -3.593997e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 317529 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 387Q: 3 clusters Score -3.593998e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 317640 members 
Entering Unmasked Estep 
Score: -35939988.000000 Penalty: 6315.657227
	Iteration 388Q: 3 clusters Score -3.593999e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 317758 members 
Entering Unmasked Estep 
Score: -35939996.000000 Penalty: 6315.657227
	Iteration 389Q: 3 clusters Score -3.594e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 317881 members 
Entering Unmasked Estep 
Score: -35939984.000000 Penalty: 6315.657227
	Iteration 390Q: 3 clusters Score -3.593998e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 317996 members 
Entering Unmasked Estep 
Score: -35940000.000000 Penalty: 6315.657227
	Iteration 391Q: 3 clusters Score -3.594e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 318120 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 6315.657227
	Iteration 392Q: 3 clusters Score -3.593994e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 318236 members 
Entering Unmasked Estep 
Score: -35939952.000000 Penalty: 6315.657227
	Iteration 393Q: 3 clusters Score -3.593995e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 318340 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 394Q: 3 clusters Score -3.593993e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 318455 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 395Q: 3 clusters Score -3.593991e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 318582 members 
Entering Unmasked Estep 
Score: -35939880.000000 Penalty: 6315.657227
	Iteration 396Q: 3 clusters Score -3.593988e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 318718 members 
Entering Unmasked Estep 
Score: -35939864.000000 Penalty: 6315.657227
	Iteration 397Q: 3 clusters Score -3.593986e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 318846 members 
Entering Unmasked Estep 
Score: -35939864.000000 Penalty: 6315.657227
	Iteration 398Q: 3 clusters Score -3.593986e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 318962 members 
Entering Unmasked Estep 
Score: -35939844.000000 Penalty: 6315.657227
	Iteration 399Q: 3 clusters Score -3.593984e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 319075 members 
Entering Unmasked Estep 
Score: -35939824.000000 Penalty: 6315.657227
	Iteration 400F: 3 clusters Score -3.593982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 319184 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 401Q: 3 clusters Score -3.593989e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 319288 members 
Entering Unmasked Estep 
Score: -35939860.000000 Penalty: 6315.657227
	Iteration 402Q: 3 clusters Score -3.593986e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 319393 members 
Entering Unmasked Estep 
Score: -35939908.000000 Penalty: 6315.657227
	Iteration 403Q: 3 clusters Score -3.593991e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 319507 members 
Entering Unmasked Estep 
Score: -35939888.000000 Penalty: 6315.657227
	Iteration 404Q: 3 clusters Score -3.593989e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 319616 members 
Entering Unmasked Estep 
Score: -35939852.000000 Penalty: 6315.657227
	Iteration 405Q: 3 clusters Score -3.593985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 319717 members 
Entering Unmasked Estep 
Score: -35939892.000000 Penalty: 6315.657227
	Iteration 406Q: 3 clusters Score -3.593989e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 319824 members 
Entering Unmasked Estep 
Score: -35939932.000000 Penalty: 6315.657227
	Iteration 407Q: 3 clusters Score -3.593993e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 319914 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 408Q: 3 clusters Score -3.593994e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 320001 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 6315.657227
	Iteration 409Q: 3 clusters Score -3.593994e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 320095 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 410Q: 3 clusters Score -3.593994e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 320208 members 
Entering Unmasked Estep 
Score: -35939904.000000 Penalty: 6315.657227
	Iteration 411Q: 3 clusters Score -3.59399e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 320320 members 
Entering Unmasked Estep 
Score: -35939928.000000 Penalty: 6315.657227
	Iteration 412Q: 3 clusters Score -3.593993e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 320436 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 413Q: 3 clusters Score -3.593998e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 320539 members 
Entering Unmasked Estep 
Score: -35939956.000000 Penalty: 6315.657227
	Iteration 414Q: 3 clusters Score -3.593996e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 320645 members 
Entering Unmasked Estep 
Score: -35939924.000000 Penalty: 6315.657227
	Iteration 415Q: 3 clusters Score -3.593992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 320761 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 6315.657227
	Iteration 416Q: 3 clusters Score -3.593994e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 320902 members 
Entering Unmasked Estep 
Score: -35939948.000000 Penalty: 6315.657227
	Iteration 417Q: 3 clusters Score -3.593995e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 321041 members 
Entering Unmasked Estep 
Score: -35939876.000000 Penalty: 6315.657227
	Iteration 418Q: 3 clusters Score -3.593988e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 321182 members 
Entering Unmasked Estep 
Score: -35939936.000000 Penalty: 6315.657227
	Iteration 419Q: 3 clusters Score -3.593994e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 321330 members 
Entering Unmasked Estep 
Score: -35939996.000000 Penalty: 6315.657227
	Iteration 420F: 3 clusters Score -3.594e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 321489 members 
Entering Unmasked Estep 
Score: -35940024.000000 Penalty: 6315.657227
	Iteration 421Q: 3 clusters Score -3.594002e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 321639 members 
Entering Unmasked Estep 
Score: -35939996.000000 Penalty: 6315.657227
	Iteration 422Q: 3 clusters Score -3.594e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 321768 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6315.657227
	Iteration 423Q: 3 clusters Score -3.593994e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 321875 members 
Entering Unmasked Estep 
Score: -35940016.000000 Penalty: 6315.657227
	Iteration 424Q: 3 clusters Score -3.594002e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 321976 members 
Entering Unmasked Estep 
Score: -35939976.000000 Penalty: 6315.657227
	Iteration 425Q: 3 clusters Score -3.593998e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 322082 members 
Entering Unmasked Estep 
Score: -35939892.000000 Penalty: 6315.657227
	Iteration 426Q: 3 clusters Score -3.593989e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 322183 members 
Entering Unmasked Estep 
Score: -35939816.000000 Penalty: 6315.657227
	Iteration 427Q: 3 clusters Score -3.593982e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 322287 members 
Entering Unmasked Estep 
Score: -35939816.000000 Penalty: 6315.657227
	Iteration 428Q: 3 clusters Score -3.593982e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 322386 members 
Entering Unmasked Estep 
Score: -35939804.000000 Penalty: 6315.657227
	Iteration 429Q: 3 clusters Score -3.59398e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 322500 members 
Entering Unmasked Estep 
Score: -35939788.000000 Penalty: 6315.657227
	Iteration 430Q: 3 clusters Score -3.593979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 322604 members 
Entering Unmasked Estep 
Score: -35939784.000000 Penalty: 6315.657227
	Iteration 431Q: 3 clusters Score -3.593978e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 322704 members 
Entering Unmasked Estep 
Score: -35939780.000000 Penalty: 6315.657227
	Iteration 432Q: 3 clusters Score -3.593978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 322805 members 
Entering Unmasked Estep 
Score: -35939712.000000 Penalty: 6315.657227
	Iteration 433Q: 3 clusters Score -3.593971e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 322923 members 
Entering Unmasked Estep 
Score: -35939676.000000 Penalty: 6315.657227
	Iteration 434Q: 3 clusters Score -3.593968e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 323039 members 
Entering Unmasked Estep 
Score: -35939704.000000 Penalty: 6315.657227
	Iteration 435Q: 3 clusters Score -3.59397e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 323160 members 
Entering Unmasked Estep 
Score: -35939676.000000 Penalty: 6315.657227
	Iteration 436Q: 3 clusters Score -3.593968e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 323284 members 
Entering Unmasked Estep 
Score: -35939676.000000 Penalty: 6315.657227
	Iteration 437Q: 3 clusters Score -3.593968e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 323401 members 
Entering Unmasked Estep 
Score: -35939668.000000 Penalty: 6315.657227
	Iteration 438Q: 3 clusters Score -3.593967e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 323497 members 
Entering Unmasked Estep 
Score: -35939656.000000 Penalty: 6315.657227
	Iteration 439Q: 3 clusters Score -3.593966e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 323604 members 
Entering Unmasked Estep 
Score: -35939652.000000 Penalty: 6315.657227
	Iteration 440F: 3 clusters Score -3.593965e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 323726 members 
Entering Unmasked Estep 
Score: -35939572.000000 Penalty: 6315.657227
	Iteration 441Q: 3 clusters Score -3.593957e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 323845 members 
Entering Unmasked Estep 
Score: -35939596.000000 Penalty: 6315.657227
	Iteration 442Q: 3 clusters Score -3.59396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 323964 members 
Entering Unmasked Estep 
Score: -35939568.000000 Penalty: 6315.657227
	Iteration 443Q: 3 clusters Score -3.593957e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 324068 members 
Entering Unmasked Estep 
Score: -35939532.000000 Penalty: 6315.657227
	Iteration 444Q: 3 clusters Score -3.593953e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 324171 members 
Entering Unmasked Estep 
Score: -35939536.000000 Penalty: 6315.657227
	Iteration 445Q: 3 clusters Score -3.593954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 324260 members 
Entering Unmasked Estep 
Score: -35939500.000000 Penalty: 6315.657227
	Iteration 446Q: 3 clusters Score -3.59395e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 324352 members 
Entering Unmasked Estep 
Score: -35939544.000000 Penalty: 6315.657227
	Iteration 447Q: 3 clusters Score -3.593954e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 324448 members 
Entering Unmasked Estep 
Score: -35939564.000000 Penalty: 6315.657227
	Iteration 448Q: 3 clusters Score -3.593956e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 324547 members 
Entering Unmasked Estep 
Score: -35939516.000000 Penalty: 6315.657227
	Iteration 449Q: 3 clusters Score -3.593952e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 324649 members 
Entering Unmasked Estep 
Score: -35939512.000000 Penalty: 6315.657227
	Iteration 450Q: 3 clusters Score -3.593951e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 324751 members 
Entering Unmasked Estep 
Score: -35939540.000000 Penalty: 6315.657227
	Iteration 451Q: 3 clusters Score -3.593954e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 324861 members 
Entering Unmasked Estep 
Score: -35939552.000000 Penalty: 6315.657227
	Iteration 452Q: 3 clusters Score -3.593955e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 324969 members 
Entering Unmasked Estep 
Score: -35939512.000000 Penalty: 6315.657227
	Iteration 453Q: 3 clusters Score -3.593951e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 325083 members 
Entering Unmasked Estep 
Score: -35939520.000000 Penalty: 6315.657227
	Iteration 454Q: 3 clusters Score -3.593952e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 325208 members 
Entering Unmasked Estep 
Score: -35939496.000000 Penalty: 6315.657227
	Iteration 455Q: 3 clusters Score -3.59395e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 325335 members 
Entering Unmasked Estep 
Score: -35939484.000000 Penalty: 6315.657227
	Iteration 456Q: 3 clusters Score -3.593948e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 325459 members 
Entering Unmasked Estep 
Score: -35939432.000000 Penalty: 6315.657227
	Iteration 457Q: 3 clusters Score -3.593943e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 325586 members 
Entering Unmasked Estep 
Score: -35939440.000000 Penalty: 6315.657227
	Iteration 458Q: 3 clusters Score -3.593944e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 325721 members 
Entering Unmasked Estep 
Score: -35939480.000000 Penalty: 6315.657227
	Iteration 459Q: 3 clusters Score -3.593948e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 325844 members 
Entering Unmasked Estep 
Score: -35939416.000000 Penalty: 6315.657227
	Iteration 460F: 3 clusters Score -3.593942e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 325951 members 
Entering Unmasked Estep 
Score: -35939456.000000 Penalty: 6315.657227
	Iteration 461Q: 3 clusters Score -3.593946e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 326058 members 
Entering Unmasked Estep 
Score: -35939452.000000 Penalty: 6315.657227
	Iteration 462Q: 3 clusters Score -3.593945e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 326174 members 
Entering Unmasked Estep 
Score: -35939436.000000 Penalty: 6315.657227
	Iteration 463Q: 3 clusters Score -3.593944e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 326300 members 
Entering Unmasked Estep 
Score: -35939376.000000 Penalty: 6315.657227
	Iteration 464Q: 3 clusters Score -3.593938e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 326433 members 
Entering Unmasked Estep 
Score: -35939300.000000 Penalty: 6315.657227
	Iteration 465Q: 3 clusters Score -3.59393e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 326560 members 
Entering Unmasked Estep 
Score: -35939172.000000 Penalty: 6315.657227
	Iteration 466Q: 3 clusters Score -3.593917e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 326702 members 
Entering Unmasked Estep 
Score: -35939192.000000 Penalty: 6315.657227
	Iteration 467Q: 3 clusters Score -3.593919e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 326839 members 
Entering Unmasked Estep 
Score: -35939196.000000 Penalty: 6315.657227
	Iteration 468Q: 3 clusters Score -3.59392e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 326984 members 
Entering Unmasked Estep 
Score: -35939188.000000 Penalty: 6315.657227
	Iteration 469Q: 3 clusters Score -3.593919e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 327131 members 
Entering Unmasked Estep 
Score: -35939232.000000 Penalty: 6315.657227
	Iteration 470Q: 3 clusters Score -3.593923e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 327288 members 
Entering Unmasked Estep 
Score: -35939232.000000 Penalty: 6315.657227
	Iteration 471Q: 3 clusters Score -3.593923e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 327429 members 
Entering Unmasked Estep 
Score: -35939232.000000 Penalty: 6315.657227
	Iteration 472Q: 3 clusters Score -3.593923e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 327571 members 
Entering Unmasked Estep 
Score: -35939184.000000 Penalty: 6315.657227
	Iteration 473Q: 3 clusters Score -3.593918e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 327711 members 
Entering Unmasked Estep 
Score: -35939224.000000 Penalty: 6315.657227
	Iteration 474Q: 3 clusters Score -3.593922e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 327867 members 
Entering Unmasked Estep 
Score: -35939200.000000 Penalty: 6315.657227
	Iteration 475Q: 3 clusters Score -3.59392e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 328024 members 
Entering Unmasked Estep 
Score: -35939180.000000 Penalty: 6315.657227
	Iteration 476Q: 3 clusters Score -3.593918e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 328176 members 
Entering Unmasked Estep 
Score: -35939116.000000 Penalty: 6315.657227
	Iteration 477Q: 3 clusters Score -3.593912e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 328321 members 
Entering Unmasked Estep 
Score: -35939104.000000 Penalty: 6315.657227
	Iteration 478Q: 3 clusters Score -3.59391e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 328472 members 
Entering Unmasked Estep 
Score: -35939132.000000 Penalty: 6315.657227
	Iteration 479Q: 3 clusters Score -3.593913e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 328639 members 
Entering Unmasked Estep 
Score: -35939136.000000 Penalty: 6315.657227
	Iteration 480F: 3 clusters Score -3.593914e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 328795 members 
Entering Unmasked Estep 
Score: -35939096.000000 Penalty: 6315.657227
	Iteration 481Q: 3 clusters Score -3.59391e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 328942 members 
Entering Unmasked Estep 
Score: -35939004.000000 Penalty: 6315.657227
	Iteration 482Q: 3 clusters Score -3.5939e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 329082 members 
Entering Unmasked Estep 
Score: -35939004.000000 Penalty: 6315.657227
	Iteration 483Q: 3 clusters Score -3.5939e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 329226 members 
Entering Unmasked Estep 
Score: -35938980.000000 Penalty: 6315.657227
	Iteration 484Q: 3 clusters Score -3.593898e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 329361 members 
Entering Unmasked Estep 
Score: -35938988.000000 Penalty: 6315.657227
	Iteration 485Q: 3 clusters Score -3.593899e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 329503 members 
Entering Unmasked Estep 
Score: -35938928.000000 Penalty: 6315.657227
	Iteration 486Q: 3 clusters Score -3.593893e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 329642 members 
Entering Unmasked Estep 
Score: -35938936.000000 Penalty: 6315.657227
	Iteration 487Q: 3 clusters Score -3.593894e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 329782 members 
Entering Unmasked Estep 
Score: -35938936.000000 Penalty: 6315.657227
	Iteration 488Q: 3 clusters Score -3.593894e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 329923 members 
Entering Unmasked Estep 
Score: -35938860.000000 Penalty: 6315.657227
	Iteration 489Q: 3 clusters Score -3.593886e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 330057 members 
Entering Unmasked Estep 
Score: -35938820.000000 Penalty: 6315.657227
	Iteration 490Q: 3 clusters Score -3.593882e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 330162 members 
Entering Unmasked Estep 
Score: -35938792.000000 Penalty: 6315.657227
	Iteration 491Q: 3 clusters Score -3.593879e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 330310 members 
Entering Unmasked Estep 
Score: -35938808.000000 Penalty: 6315.657227
	Iteration 492Q: 3 clusters Score -3.593881e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 330444 members 
Entering Unmasked Estep 
Score: -35938812.000000 Penalty: 6315.657227
	Iteration 493Q: 3 clusters Score -3.593881e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 330583 members 
Entering Unmasked Estep 
Score: -35938824.000000 Penalty: 6315.657227
	Iteration 494Q: 3 clusters Score -3.593882e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 330724 members 
Entering Unmasked Estep 
Score: -35938828.000000 Penalty: 6315.657227
	Iteration 495Q: 3 clusters Score -3.593883e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 330869 members 
Entering Unmasked Estep 
Score: -35938836.000000 Penalty: 6315.657227
	Iteration 496Q: 3 clusters Score -3.593884e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 331020 members 
Entering Unmasked Estep 
Score: -35938788.000000 Penalty: 6315.657227
	Iteration 497Q: 3 clusters Score -3.593879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 331177 members 
Entering Unmasked Estep 
Score: -35938860.000000 Penalty: 6315.657227
	Iteration 498Q: 3 clusters Score -3.593886e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 331339 members 
Entering Unmasked Estep 
Score: -35938876.000000 Penalty: 6315.657227
	Iteration 499Q: 3 clusters Score -3.593888e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 331502 members 
Entering Unmasked Estep 
Score: -35938848.000000 Penalty: 6315.657227
	Iteration 500F: 3 clusters Score -3.593885e+07 nChanged 156
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 24 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -57132.500000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -57132.5 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 315 members 
Entering Unmasked Estep 
Score: -55470.273438 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -55470.27 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55756.578125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -55756.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55893.429688 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -55893.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56021.347656 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -56021.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56152.738281 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -56152.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56300.335938 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -56300.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56440.535156 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -56440.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56599.546875 Penalty: 3219.398926
	Iteration 7F: 3 clusters Score -56599.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56864.699219 Penalty: 3219.398926
	Iteration 8F: 3 clusters Score -56864.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57328.410156 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -57328.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58726.765625 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -58726.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58726.765625 Penalty: 3219.398926
	Iteration 11F: 3 clusters Score -58726.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 201923 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 38767 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 127890 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53177 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 62144 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 338805 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332931 members 
Entering Unmasked Estep 
Score: -158423376.000000 Penalty: 91801.890625
Splitting cluster 24 changes total score from -158423808.000000 to -158423376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -41895.980469 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -41895.98 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: -40358.890625 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -40358.89 nChanged 88
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: -40516.777344 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -40516.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40553.652344 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -40553.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40570.195312 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -40570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40582.882812 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -40582.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40601.371094 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -40601.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40605.207031 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -40605.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40605.207031 Penalty: 3082.445557
	Iteration 7F: 3 clusters Score -40605.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (332931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332931 members 
Entering Unmasked Estep 
Score: -35444016.000000 Penalty: 3153.491211
	Iteration 0F: 2 clusters Score -3.544402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -35227644.000000 Penalty: 6306.982422
	Iteration 0F: 3 clusters Score -3.522764e+07 nChanged 161589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163677 members 
Mstep: Class 2 contains 169254 members 
Entering Unmasked Estep 
Score: -35323116.000000 Penalty: 6306.982422
	Iteration 1F: 3 clusters Score -3.532312e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162523 members 
Mstep: Class 2 contains 170408 members 
Entering Unmasked Estep 
Score: -35323932.000000 Penalty: 6306.982422
	Iteration 2Q: 3 clusters Score -3.532393e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160670 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -35324944.000000 Penalty: 6306.982422
	Iteration 3Q: 3 clusters Score -3.532494e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 175145 members 
Entering Unmasked Estep 
Score: -35326280.000000 Penalty: 6306.982422
	Iteration 4Q: 3 clusters Score -3.532628e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 179537 members 
Entering Unmasked Estep 
Score: -35328120.000000 Penalty: 6306.982422
	Iteration 5Q: 3 clusters Score -3.532812e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 186205 members 
Entering Unmasked Estep 
Score: -35330916.000000 Penalty: 6306.982422
	Iteration 6Q: 3 clusters Score -3.533092e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136908 members 
Mstep: Class 2 contains 196023 members 
Entering Unmasked Estep 
Score: -35335208.000000 Penalty: 6306.982422
	Iteration 7Q: 3 clusters Score -3.533521e+07 nChanged 15949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122921 members 
Mstep: Class 2 contains 210010 members 
Entering Unmasked Estep 
Score: -35343008.000000 Penalty: 6306.982422
	Iteration 8Q: 3 clusters Score -3.534301e+07 nChanged 20075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 228183 members 
Entering Unmasked Estep 
Score: -35356140.000000 Penalty: 6306.982422
	Iteration 9F: 3 clusters Score -3.535614e+07 nChanged 21947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 248014 members 
Entering Unmasked Estep 
Score: -35373656.000000 Penalty: 6306.982422
	Iteration 10F: 3 clusters Score -3.537366e+07 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 265182 members 
Entering Unmasked Estep 
Score: -35391260.000000 Penalty: 6306.982422
	Iteration 11F: 3 clusters Score -3.539126e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 277043 members 
Entering Unmasked Estep 
Score: -35403848.000000 Penalty: 6306.982422
	Iteration 12Q: 3 clusters Score -3.540385e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 284830 members 
Entering Unmasked Estep 
Score: -35410952.000000 Penalty: 6306.982422
	Iteration 13Q: 3 clusters Score -3.541095e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 291061 members 
Entering Unmasked Estep 
Score: -35415220.000000 Penalty: 6306.982422
	Iteration 14Q: 3 clusters Score -3.541522e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 296680 members 
Entering Unmasked Estep 
Score: -35418560.000000 Penalty: 6306.982422
	Iteration 15Q: 3 clusters Score -3.541856e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 301951 members 
Entering Unmasked Estep 
Score: -35421492.000000 Penalty: 6306.982422
	Iteration 16Q: 3 clusters Score -3.542149e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 306791 members 
Entering Unmasked Estep 
Score: -35424324.000000 Penalty: 6306.982422
	Iteration 17Q: 3 clusters Score -3.542432e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 311263 members 
Entering Unmasked Estep 
Score: -35427236.000000 Penalty: 6306.982422
	Iteration 18Q: 3 clusters Score -3.542724e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 315118 members 
Entering Unmasked Estep 
Score: -35429784.000000 Penalty: 6306.982422
	Iteration 19Q: 3 clusters Score -3.542978e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 318583 members 
Entering Unmasked Estep 
Score: -35432252.000000 Penalty: 6306.982422
	Iteration 20F: 3 clusters Score -3.543225e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 321516 members 
Entering Unmasked Estep 
Score: -35434304.000000 Penalty: 6306.982422
	Iteration 21Q: 3 clusters Score -3.54343e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 323999 members 
Entering Unmasked Estep 
Score: -35435780.000000 Penalty: 6306.982422
	Iteration 22Q: 3 clusters Score -3.543578e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 326002 members 
Entering Unmasked Estep 
Score: -35437168.000000 Penalty: 6306.982422
	Iteration 23Q: 3 clusters Score -3.543717e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 327605 members 
Entering Unmasked Estep 
Score: -35438192.000000 Penalty: 6306.982422
	Iteration 24Q: 3 clusters Score -3.543819e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 328880 members 
Entering Unmasked Estep 
Score: -35439088.000000 Penalty: 6306.982422
	Iteration 25Q: 3 clusters Score -3.543909e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 329803 members 
Entering Unmasked Estep 
Score: -35439676.000000 Penalty: 6306.982422
	Iteration 26Q: 3 clusters Score -3.543968e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 330529 members 
Entering Unmasked Estep 
Score: -35440040.000000 Penalty: 6306.982422
	Iteration 27Q: 3 clusters Score -3.544004e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 331035 members 
Entering Unmasked Estep 
Score: -35440384.000000 Penalty: 6306.982422
	Iteration 28Q: 3 clusters Score -3.544038e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 331361 members 
Entering Unmasked Estep 
Score: -35440600.000000 Penalty: 6306.982422
	Iteration 29Q: 3 clusters Score -3.54406e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 331586 members 
Entering Unmasked Estep 
Score: -35440724.000000 Penalty: 6306.982422
	Iteration 30Q: 3 clusters Score -3.544072e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 331751 members 
Entering Unmasked Estep 
Score: -35440860.000000 Penalty: 6306.982422
	Iteration 31Q: 3 clusters Score -3.544086e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 331870 members 
Entering Unmasked Estep 
Score: -35440932.000000 Penalty: 6306.982422
	Iteration 32Q: 3 clusters Score -3.544093e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 331941 members 
Entering Unmasked Estep 
Score: -35440984.000000 Penalty: 6306.982422
	Iteration 33Q: 3 clusters Score -3.544098e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 332000 members 
Entering Unmasked Estep 
Score: -35441048.000000 Penalty: 6306.982422
	Iteration 34Q: 3 clusters Score -3.544105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 332043 members 
Entering Unmasked Estep 
Score: -35441056.000000 Penalty: 6306.982422
	Iteration 35Q: 3 clusters Score -3.544106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 332076 members 
Entering Unmasked Estep 
Score: -35441116.000000 Penalty: 6306.982422
	Iteration 36Q: 3 clusters Score -3.544112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 332104 members 
Entering Unmasked Estep 
Score: -35441128.000000 Penalty: 6306.982422
	Iteration 37Q: 3 clusters Score -3.544113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 332132 members 
Entering Unmasked Estep 
Score: -35441156.000000 Penalty: 6306.982422
	Iteration 38Q: 3 clusters Score -3.544116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 332157 members 
Entering Unmasked Estep 
Score: -35441144.000000 Penalty: 6306.982422
	Iteration 39Q: 3 clusters Score -3.544114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 332167 members 
Entering Unmasked Estep 
Score: -35441172.000000 Penalty: 6306.982422
	Iteration 40F: 3 clusters Score -3.544117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 332175 members 
Entering Unmasked Estep 
Score: -35441176.000000 Penalty: 6306.982422
	Iteration 41Q: 3 clusters Score -3.544118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 332185 members 
Entering Unmasked Estep 
Score: -35441204.000000 Penalty: 6306.982422
	Iteration 42Q: 3 clusters Score -3.54412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 332195 members 
Entering Unmasked Estep 
Score: -35441196.000000 Penalty: 6306.982422
	Iteration 43Q: 3 clusters Score -3.54412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 332202 members 
Entering Unmasked Estep 
Score: -35441208.000000 Penalty: 6306.982422
	Iteration 44Q: 3 clusters Score -3.544121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 332204 members 
Entering Unmasked Estep 
Score: -35441200.000000 Penalty: 6306.982422
	Iteration 45Q: 3 clusters Score -3.54412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 332209 members 
Entering Unmasked Estep 
Score: -35441224.000000 Penalty: 6306.982422
	Iteration 46Q: 3 clusters Score -3.544122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 332218 members 
Entering Unmasked Estep 
Score: -35441244.000000 Penalty: 6306.982422
	Iteration 47Q: 3 clusters Score -3.544124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 332230 members 
Entering Unmasked Estep 
Score: -35441248.000000 Penalty: 6306.982422
	Iteration 48Q: 3 clusters Score -3.544125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 332239 members 
Entering Unmasked Estep 
Score: -35441264.000000 Penalty: 6306.982422
	Iteration 49Q: 3 clusters Score -3.544126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 332249 members 
Entering Unmasked Estep 
Score: -35441268.000000 Penalty: 6306.982422
	Iteration 50Q: 3 clusters Score -3.544127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 332253 members 
Entering Unmasked Estep 
Score: -35441248.000000 Penalty: 6306.982422
	Iteration 51Q: 3 clusters Score -3.544125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 332255 members 
Entering Unmasked Estep 
Score: -35441268.000000 Penalty: 6306.982422
	Iteration 52Q: 3 clusters Score -3.544127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 332257 members 
Entering Unmasked Estep 
Score: -35441260.000000 Penalty: 6306.982422
	Iteration 53Q: 3 clusters Score -3.544126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 332259 members 
Entering Unmasked Estep 
Score: -35441268.000000 Penalty: 6306.982422
	Iteration 54Q: 3 clusters Score -3.544127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 332261 members 
Entering Unmasked Estep 
Score: -35441252.000000 Penalty: 6306.982422
	Iteration 55Q: 3 clusters Score -3.544125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 332264 members 
Entering Unmasked Estep 
Score: -35441272.000000 Penalty: 6306.982422
	Iteration 56Q: 3 clusters Score -3.544127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 332267 members 
Entering Unmasked Estep 
Score: -35441256.000000 Penalty: 6306.982422
	Iteration 57Q: 3 clusters Score -3.544126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 332270 members 
Entering Unmasked Estep 
Score: -35441268.000000 Penalty: 6306.982422
	Iteration 58Q: 3 clusters Score -3.544127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 332271 members 
Entering Unmasked Estep 
Score: -35441272.000000 Penalty: 6306.982422
	Iteration 59Q: 3 clusters Score -3.544127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 332272 members 
Entering Unmasked Estep 
Score: -35441292.000000 Penalty: 6306.982422
	Iteration 60F: 3 clusters Score -3.544129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 332273 members 
Entering Unmasked Estep 
Score: -35441284.000000 Penalty: 6306.982422
	Iteration 61Q: 3 clusters Score -3.544128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 332275 members 
Entering Unmasked Estep 
Score: -35441296.000000 Penalty: 6306.982422
	Iteration 62Q: 3 clusters Score -3.54413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 332278 members 
Entering Unmasked Estep 
Score: -35441316.000000 Penalty: 6306.982422
	Iteration 63Q: 3 clusters Score -3.544132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 332284 members 
Entering Unmasked Estep 
Score: -35441300.000000 Penalty: 6306.982422
	Iteration 64Q: 3 clusters Score -3.54413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 332287 members 
Entering Unmasked Estep 
Score: -35441308.000000 Penalty: 6306.982422
	Iteration 65Q: 3 clusters Score -3.544131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 332288 members 
Entering Unmasked Estep 
Score: -35441308.000000 Penalty: 6306.982422
	Iteration 66Q: 3 clusters Score -3.544131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 332291 members 
Entering Unmasked Estep 
Score: -35441308.000000 Penalty: 6306.982422
	Iteration 67Q: 3 clusters Score -3.544131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 332293 members 
Entering Unmasked Estep 
Score: -35441300.000000 Penalty: 6306.982422
	Iteration 68Q: 3 clusters Score -3.54413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 332297 members 
Entering Unmasked Estep 
Score: -35441316.000000 Penalty: 6306.982422
	Iteration 69Q: 3 clusters Score -3.544132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 332302 members 
Entering Unmasked Estep 
Score: -35441280.000000 Penalty: 6306.982422
	Iteration 70Q: 3 clusters Score -3.544128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 332304 members 
Entering Unmasked Estep 
Score: -35441272.000000 Penalty: 6306.982422
	Iteration 71Q: 3 clusters Score -3.544127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 332306 members 
Entering Unmasked Estep 
Score: -35441284.000000 Penalty: 6306.982422
	Iteration 72Q: 3 clusters Score -3.544128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 332308 members 
Entering Unmasked Estep 
Score: -35441292.000000 Penalty: 6306.982422
	Iteration 73Q: 3 clusters Score -3.544129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 332309 members 
Entering Unmasked Estep 
Score: -35441284.000000 Penalty: 6306.982422
	Iteration 74Q: 3 clusters Score -3.544128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 332309 members 
Entering Unmasked Estep 
Score: -35441284.000000 Penalty: 6306.982422
	Iteration 75F: 3 clusters Score -3.544128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 201923 members 
Mstep: Class 4 contains 38767 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 127890 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53177 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 62144 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 338805 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423568.000000 Penalty: 88271.046875
Iteration 159Q: 26 clusters Score -1.584236e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 202384 members 
Mstep: Class 4 contains 38736 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25015 members 
Mstep: Class 8 contains 25291 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39897 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 31013 members 
Mstep: Class 15 contains 127993 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53322 members 
Mstep: Class 18 contains 17921 members 
Mstep: Class 19 contains 188596 members 
Mstep: Class 20 contains 14114 members 
Mstep: Class 21 contains 62082 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 338645 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423904.000000 Penalty: 88271.046875
Iteration 160F: 26 clusters Score -1.584239e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 202837 members 
Mstep: Class 4 contains 38714 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 25001 members 
Mstep: Class 8 contains 25271 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39870 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 31010 members 
Mstep: Class 15 contains 128120 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 53458 members 
Mstep: Class 18 contains 17898 members 
Mstep: Class 19 contains 188275 members 
Mstep: Class 20 contains 14108 members 
Mstep: Class 21 contains 62019 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 338522 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423728.000000 Penalty: 88271.046875
Iteration 161Q: 26 clusters Score -1.584237e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 203292 members 
Mstep: Class 4 contains 38688 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24983 members 
Mstep: Class 8 contains 25259 members 
Mstep: Class 9 contains 7185 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39847 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 31005 members 
Mstep: Class 15 contains 128257 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 53601 members 
Mstep: Class 18 contains 17875 members 
Mstep: Class 19 contains 187979 members 
Mstep: Class 20 contains 14097 members 
Mstep: Class 21 contains 61966 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 338438 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423360.000000 Penalty: 88271.046875
Iteration 162Q: 26 clusters Score -1.584234e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 203705 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24972 members 
Mstep: Class 8 contains 25251 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39813 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 31000 members 
Mstep: Class 15 contains 128371 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 53748 members 
Mstep: Class 18 contains 17855 members 
Mstep: Class 19 contains 187640 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 61901 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 338355 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423344.000000 Penalty: 88271.046875
Iteration 163Q: 26 clusters Score -1.584233e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 204076 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 25247 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39780 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 30999 members 
Mstep: Class 15 contains 128483 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 53877 members 
Mstep: Class 18 contains 17837 members 
Mstep: Class 19 contains 187302 members 
Mstep: Class 20 contains 14086 members 
Mstep: Class 21 contains 61837 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 338301 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423392.000000 Penalty: 88271.046875
Iteration 164Q: 26 clusters Score -1.584234e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 204458 members 
Mstep: Class 4 contains 38651 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24936 members 
Mstep: Class 8 contains 25239 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39743 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 128574 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 53978 members 
Mstep: Class 18 contains 17811 members 
Mstep: Class 19 contains 186945 members 
Mstep: Class 20 contains 14076 members 
Mstep: Class 21 contains 61797 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 338263 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423216.000000 Penalty: 88271.046875
Iteration 165Q: 26 clusters Score -1.584232e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 204832 members 
Mstep: Class 4 contains 38644 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24908 members 
Mstep: Class 8 contains 25213 members 
Mstep: Class 9 contains 7167 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39710 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30987 members 
Mstep: Class 15 contains 128667 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 54077 members 
Mstep: Class 18 contains 17782 members 
Mstep: Class 19 contains 186613 members 
Mstep: Class 20 contains 14069 members 
Mstep: Class 21 contains 61752 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 338250 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423456.000000 Penalty: 88271.046875
Iteration 166Q: 26 clusters Score -1.584235e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 205183 members 
Mstep: Class 4 contains 38644 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24891 members 
Mstep: Class 8 contains 25195 members 
Mstep: Class 9 contains 7168 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39682 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 30985 members 
Mstep: Class 15 contains 128781 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 54162 members 
Mstep: Class 18 contains 17766 members 
Mstep: Class 19 contains 186260 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 21 contains 61693 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 338247 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423824.000000 Penalty: 88271.046875
Iteration 167Q: 26 clusters Score -1.584238e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 205551 members 
Mstep: Class 4 contains 38634 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24876 members 
Mstep: Class 8 contains 25168 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39654 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30982 members 
Mstep: Class 15 contains 128879 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 54234 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 185895 members 
Mstep: Class 20 contains 14034 members 
Mstep: Class 21 contains 61655 members 
Mstep: Class 22 contains 2488 members 
Mstep: Class 23 contains 338253 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423648.000000 Penalty: 88271.046875
Iteration 168Q: 26 clusters Score -1.584236e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 205867 members 
Mstep: Class 4 contains 38623 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24850 members 
Mstep: Class 8 contains 25141 members 
Mstep: Class 9 contains 7159 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30983 members 
Mstep: Class 15 contains 128956 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 54292 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 185579 members 
Mstep: Class 20 contains 14015 members 
Mstep: Class 21 contains 61611 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 338293 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423696.000000 Penalty: 88271.046875
Iteration 169Q: 26 clusters Score -1.584237e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 206174 members 
Mstep: Class 4 contains 38608 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24832 members 
Mstep: Class 8 contains 25123 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39601 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30987 members 
Mstep: Class 15 contains 129031 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 54372 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 185263 members 
Mstep: Class 20 contains 13991 members 
Mstep: Class 21 contains 61573 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 338284 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423488.000000 Penalty: 88271.046875
Iteration 170Q: 26 clusters Score -1.584235e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 206406 members 
Mstep: Class 4 contains 38582 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24826 members 
Mstep: Class 8 contains 25111 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39585 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 129116 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 54425 members 
Mstep: Class 18 contains 17682 members 
Mstep: Class 19 contains 184994 members 
Mstep: Class 20 contains 13992 members 
Mstep: Class 21 contains 61547 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 338261 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423232.000000 Penalty: 88271.046875
Iteration 171Q: 26 clusters Score -1.584232e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 206636 members 
Mstep: Class 4 contains 38564 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24833 members 
Mstep: Class 8 contains 25093 members 
Mstep: Class 9 contains 7133 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39568 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30983 members 
Mstep: Class 15 contains 129184 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 54487 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 184736 members 
Mstep: Class 20 contains 13990 members 
Mstep: Class 21 contains 61523 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 338210 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423392.000000 Penalty: 88271.046875
Iteration 172Q: 26 clusters Score -1.584234e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 206862 members 
Mstep: Class 4 contains 38545 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24830 members 
Mstep: Class 8 contains 25089 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39553 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 129243 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 54543 members 
Mstep: Class 18 contains 17658 members 
Mstep: Class 19 contains 184491 members 
Mstep: Class 20 contains 13996 members 
Mstep: Class 21 contains 61506 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 338178 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423296.000000 Penalty: 88271.046875
Iteration 173Q: 26 clusters Score -1.584233e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 207066 members 
Mstep: Class 4 contains 38538 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24822 members 
Mstep: Class 8 contains 25077 members 
Mstep: Class 9 contains 7105 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39542 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 129287 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 54609 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 184281 members 
Mstep: Class 20 contains 14013 members 
Mstep: Class 21 contains 61481 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 338085 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423376.000000 Penalty: 88271.046875
Iteration 174Q: 26 clusters Score -1.584234e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 207290 members 
Mstep: Class 4 contains 38524 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24818 members 
Mstep: Class 8 contains 25060 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39530 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30987 members 
Mstep: Class 15 contains 129348 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 54665 members 
Mstep: Class 18 contains 17641 members 
Mstep: Class 19 contains 184077 members 
Mstep: Class 20 contains 14016 members 
Mstep: Class 21 contains 61453 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 338020 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423728.000000 Penalty: 88271.046875
Iteration 175Q: 26 clusters Score -1.584237e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 207487 members 
Mstep: Class 4 contains 38515 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24809 members 
Mstep: Class 8 contains 25052 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39509 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30988 members 
Mstep: Class 15 contains 129399 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 54718 members 
Mstep: Class 18 contains 17634 members 
Mstep: Class 19 contains 183865 members 
Mstep: Class 20 contains 14027 members 
Mstep: Class 21 contains 61414 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 338011 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423696.000000 Penalty: 88271.046875
Iteration 176Q: 26 clusters Score -1.584237e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 207660 members 
Mstep: Class 4 contains 38511 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24802 members 
Mstep: Class 8 contains 25049 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39503 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 30981 members 
Mstep: Class 15 contains 129425 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 54777 members 
Mstep: Class 18 contains 17625 members 
Mstep: Class 19 contains 183659 members 
Mstep: Class 20 contains 14051 members 
Mstep: Class 21 contains 61379 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 337945 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423552.000000 Penalty: 88271.046875
Iteration 177Q: 26 clusters Score -1.584236e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 207819 members 
Mstep: Class 4 contains 38507 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24790 members 
Mstep: Class 8 contains 25061 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39483 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 30979 members 
Mstep: Class 15 contains 129442 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 54837 members 
Mstep: Class 18 contains 17619 members 
Mstep: Class 19 contains 183444 members 
Mstep: Class 20 contains 14087 members 
Mstep: Class 21 contains 61333 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 337913 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423952.000000 Penalty: 88271.046875
Iteration 178Q: 26 clusters Score -1.58424e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 207960 members 
Mstep: Class 4 contains 38505 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24778 members 
Mstep: Class 8 contains 25062 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39470 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 30976 members 
Mstep: Class 15 contains 129458 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 54886 members 
Mstep: Class 18 contains 17606 members 
Mstep: Class 19 contains 183251 members 
Mstep: Class 20 contains 14102 members 
Mstep: Class 21 contains 61298 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 337872 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423824.000000 Penalty: 88271.046875
Iteration 179Q: 26 clusters Score -1.584238e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 208102 members 
Mstep: Class 4 contains 38504 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24768 members 
Mstep: Class 8 contains 25068 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39470 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 129486 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 54939 members 
Mstep: Class 18 contains 17591 members 
Mstep: Class 19 contains 183047 members 
Mstep: Class 20 contains 14115 members 
Mstep: Class 21 contains 61251 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 337834 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 332985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424144.000000 Penalty: 88271.046875
Iteration 180F: 26 clusters Score -1.584241e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 208255 members 
Mstep: Class 4 contains 38504 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24753 members 
Mstep: Class 8 contains 25081 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39453 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 129513 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55001 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 182835 members 
Mstep: Class 20 contains 14137 members 
Mstep: Class 21 contains 61199 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 337773 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423856.000000 Penalty: 88271.046875
Iteration 181Q: 26 clusters Score -1.584239e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 208413 members 
Mstep: Class 4 contains 38505 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24737 members 
Mstep: Class 8 contains 25084 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39438 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 30990 members 
Mstep: Class 15 contains 129533 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55053 members 
Mstep: Class 18 contains 17568 members 
Mstep: Class 19 contains 182643 members 
Mstep: Class 20 contains 14151 members 
Mstep: Class 21 contains 61146 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 337755 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423984.000000 Penalty: 88271.046875
Iteration 182Q: 26 clusters Score -1.58424e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 208614 members 
Mstep: Class 4 contains 38502 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24718 members 
Mstep: Class 8 contains 25082 members 
Mstep: Class 9 contains 7004 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39430 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 30987 members 
Mstep: Class 15 contains 129549 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55091 members 
Mstep: Class 18 contains 17558 members 
Mstep: Class 19 contains 182433 members 
Mstep: Class 20 contains 14147 members 
Mstep: Class 21 contains 61109 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 337756 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423872.000000 Penalty: 88271.046875
Iteration 183Q: 26 clusters Score -1.584239e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 208806 members 
Mstep: Class 4 contains 38487 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24700 members 
Mstep: Class 8 contains 25069 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39405 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30989 members 
Mstep: Class 15 contains 129555 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55135 members 
Mstep: Class 18 contains 17552 members 
Mstep: Class 19 contains 182224 members 
Mstep: Class 20 contains 14175 members 
Mstep: Class 21 contains 61076 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 337784 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424048.000000 Penalty: 88271.046875
Iteration 184Q: 26 clusters Score -1.58424e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 208979 members 
Mstep: Class 4 contains 38483 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24681 members 
Mstep: Class 8 contains 25059 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39387 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 129564 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55184 members 
Mstep: Class 18 contains 17540 members 
Mstep: Class 19 contains 182005 members 
Mstep: Class 20 contains 14204 members 
Mstep: Class 21 contains 61044 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 337837 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423680.000000 Penalty: 88271.046875
Iteration 185Q: 26 clusters Score -1.584237e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 209171 members 
Mstep: Class 4 contains 38484 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24673 members 
Mstep: Class 8 contains 25044 members 
Mstep: Class 9 contains 6939 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39359 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30994 members 
Mstep: Class 15 contains 129575 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55223 members 
Mstep: Class 18 contains 17526 members 
Mstep: Class 19 contains 181806 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 61010 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 337864 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423824.000000 Penalty: 88271.046875
Iteration 186Q: 26 clusters Score -1.584238e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 209324 members 
Mstep: Class 4 contains 38486 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24665 members 
Mstep: Class 8 contains 25037 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39325 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 30988 members 
Mstep: Class 15 contains 129606 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55269 members 
Mstep: Class 18 contains 17515 members 
Mstep: Class 19 contains 181618 members 
Mstep: Class 20 contains 14245 members 
Mstep: Class 21 contains 60978 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 337882 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424224.000000 Penalty: 88271.046875
Iteration 187Q: 26 clusters Score -1.584242e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 209477 members 
Mstep: Class 4 contains 38480 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24642 members 
Mstep: Class 8 contains 25027 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39301 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 129629 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55292 members 
Mstep: Class 18 contains 17502 members 
Mstep: Class 19 contains 181445 members 
Mstep: Class 20 contains 14257 members 
Mstep: Class 21 contains 60956 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 337903 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424256.000000 Penalty: 88271.046875
Iteration 188Q: 26 clusters Score -1.584243e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 209635 members 
Mstep: Class 4 contains 38468 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24643 members 
Mstep: Class 8 contains 25016 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39281 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 129647 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55301 members 
Mstep: Class 18 contains 17488 members 
Mstep: Class 19 contains 181271 members 
Mstep: Class 20 contains 14253 members 
Mstep: Class 21 contains 60939 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 337928 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423840.000000 Penalty: 88271.046875
Iteration 189Q: 26 clusters Score -1.584238e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 209780 members 
Mstep: Class 4 contains 38446 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24630 members 
Mstep: Class 8 contains 25013 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39278 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30996 members 
Mstep: Class 15 contains 129652 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55293 members 
Mstep: Class 18 contains 17477 members 
Mstep: Class 19 contains 181099 members 
Mstep: Class 20 contains 14266 members 
Mstep: Class 21 contains 60927 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 337951 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423840.000000 Penalty: 88271.046875
Iteration 190Q: 26 clusters Score -1.584238e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 209938 members 
Mstep: Class 4 contains 38429 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24611 members 
Mstep: Class 8 contains 25010 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39276 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30990 members 
Mstep: Class 15 contains 129657 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55287 members 
Mstep: Class 18 contains 17465 members 
Mstep: Class 19 contains 180949 members 
Mstep: Class 20 contains 14272 members 
Mstep: Class 21 contains 60920 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 337982 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423952.000000 Penalty: 88271.046875
Iteration 191Q: 26 clusters Score -1.58424e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 210101 members 
Mstep: Class 4 contains 38417 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24582 members 
Mstep: Class 8 contains 25018 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39279 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30982 members 
Mstep: Class 15 contains 129679 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55278 members 
Mstep: Class 18 contains 17451 members 
Mstep: Class 19 contains 180793 members 
Mstep: Class 20 contains 14283 members 
Mstep: Class 21 contains 60916 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 338029 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423680.000000 Penalty: 88271.046875
Iteration 192Q: 26 clusters Score -1.584237e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 210264 members 
Mstep: Class 4 contains 38406 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24564 members 
Mstep: Class 8 contains 25018 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39275 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30974 members 
Mstep: Class 15 contains 129689 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55283 members 
Mstep: Class 18 contains 17442 members 
Mstep: Class 19 contains 180633 members 
Mstep: Class 20 contains 14272 members 
Mstep: Class 21 contains 60911 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 338114 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423408.000000 Penalty: 88271.046875
Iteration 193Q: 26 clusters Score -1.584234e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 210417 members 
Mstep: Class 4 contains 38406 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24538 members 
Mstep: Class 8 contains 25020 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39259 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30976 members 
Mstep: Class 15 contains 129716 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55284 members 
Mstep: Class 18 contains 17437 members 
Mstep: Class 19 contains 180438 members 
Mstep: Class 20 contains 14267 members 
Mstep: Class 21 contains 60902 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 338197 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423344.000000 Penalty: 88271.046875
Iteration 194Q: 26 clusters Score -1.584233e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 210539 members 
Mstep: Class 4 contains 38395 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24529 members 
Mstep: Class 8 contains 25015 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39257 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30975 members 
Mstep: Class 15 contains 129761 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55294 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 180224 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 60890 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 338237 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423568.000000 Penalty: 88271.046875
Iteration 195Q: 26 clusters Score -1.584236e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 210666 members 
Mstep: Class 4 contains 38392 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24505 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39259 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30974 members 
Mstep: Class 15 contains 129811 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55297 members 
Mstep: Class 18 contains 17421 members 
Mstep: Class 19 contains 180037 members 
Mstep: Class 20 contains 14251 members 
Mstep: Class 21 contains 60885 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 338263 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423728.000000 Penalty: 88271.046875
Iteration 196Q: 26 clusters Score -1.584237e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 210767 members 
Mstep: Class 4 contains 38394 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24484 members 
Mstep: Class 8 contains 25000 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39253 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30959 members 
Mstep: Class 15 contains 129854 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55304 members 
Mstep: Class 18 contains 17414 members 
Mstep: Class 19 contains 179834 members 
Mstep: Class 20 contains 14255 members 
Mstep: Class 21 contains 60884 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 338311 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423760.000000 Penalty: 88271.046875
Iteration 197Q: 26 clusters Score -1.584238e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 210881 members 
Mstep: Class 4 contains 38384 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24462 members 
Mstep: Class 8 contains 24986 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39255 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30957 members 
Mstep: Class 15 contains 129898 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55313 members 
Mstep: Class 18 contains 17412 members 
Mstep: Class 19 contains 179623 members 
Mstep: Class 20 contains 14254 members 
Mstep: Class 21 contains 60880 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 338375 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423888.000000 Penalty: 88271.046875
Iteration 198Q: 26 clusters Score -1.584239e+08 nChanged 1250
Entering ConstructFrom: 
Score: -158423888.000000 Penalty: 88271.046875
Entering ConstructFrom: 
Trying to split cluster 1 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -120943.789062 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -120943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118831.820312 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -118831.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119206.937500 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -119206.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119377.312500 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -119377.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119544.453125 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -119544.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119641.304688 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -119641.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -119682.859375 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -119682.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -119701.140625 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -119701.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -119718.742188 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -119718.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119734.296875 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -119734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -119743.648438 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -119743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -119757.125000 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -119757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119767.437500 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -119767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119774.382812 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -119774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119781.898438 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -119781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119786.875000 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -119786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -119789.000000 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -119789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -119790.570312 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -119790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119796.679688 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -119796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119799.484375 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -119799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -119799.867188 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -119799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -119799.867188 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -119799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210985 members 
Entering Unmasked Estep 
Score: -22463820.000000 Penalty: 3040.366455
	Iteration 0F: 2 clusters Score -2.246382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -22324584.000000 Penalty: 6080.732910
	Iteration 0F: 3 clusters Score -2.232458e+07 nChanged 101437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -22384340.000000 Penalty: 6080.732910
	Iteration 1F: 3 clusters Score -2.238434e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -22385512.000000 Penalty: 6080.732910
	Iteration 2Q: 3 clusters Score -2.238551e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -22387178.000000 Penalty: 6080.732910
	Iteration 3Q: 3 clusters Score -2.238718e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -22390170.000000 Penalty: 6080.732910
	Iteration 4Q: 3 clusters Score -2.239017e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 133694 members 
Entering Unmasked Estep 
Score: -22395836.000000 Penalty: 6080.732910
	Iteration 5Q: 3 clusters Score -2.239584e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -22405192.000000 Penalty: 6080.732910
	Iteration 6F: 3 clusters Score -2.240519e+07 nChanged 16854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 163944 members 
Entering Unmasked Estep 
Score: -22419560.000000 Penalty: 6080.732910
	Iteration 7F: 3 clusters Score -2.241956e+07 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -22436284.000000 Penalty: 6080.732910
	Iteration 8F: 3 clusters Score -2.243628e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 196270 members 
Entering Unmasked Estep 
Score: -22449506.000000 Penalty: 6080.732910
	Iteration 9F: 3 clusters Score -2.244951e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -22456432.000000 Penalty: 6080.732910
	Iteration 10Q: 3 clusters Score -2.245643e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 208239 members 
Entering Unmasked Estep 
Score: -22459218.000000 Penalty: 6080.732910
	Iteration 11Q: 3 clusters Score -2.245922e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 209672 members 
Entering Unmasked Estep 
Score: -22460264.000000 Penalty: 6080.732910
	Iteration 12Q: 3 clusters Score -2.246026e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 210167 members 
Entering Unmasked Estep 
Score: -22460724.000000 Penalty: 6080.732910
	Iteration 13Q: 3 clusters Score -2.246072e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 210361 members 
Entering Unmasked Estep 
Score: -22460906.000000 Penalty: 6080.732910
	Iteration 14Q: 3 clusters Score -2.246091e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 210439 members 
Entering Unmasked Estep 
Score: -22460998.000000 Penalty: 6080.732910
	Iteration 15Q: 3 clusters Score -2.2461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 210484 members 
Entering Unmasked Estep 
Score: -22461064.000000 Penalty: 6080.732910
	Iteration 16Q: 3 clusters Score -2.246106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 210500 members 
Entering Unmasked Estep 
Score: -22461100.000000 Penalty: 6080.732910
	Iteration 17Q: 3 clusters Score -2.24611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 210513 members 
Entering Unmasked Estep 
Score: -22461144.000000 Penalty: 6080.732910
	Iteration 18Q: 3 clusters Score -2.246114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 210529 members 
Entering Unmasked Estep 
Score: -22461156.000000 Penalty: 6080.732910
	Iteration 19Q: 3 clusters Score -2.246116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 210544 members 
Entering Unmasked Estep 
Score: -22461168.000000 Penalty: 6080.732910
	Iteration 20F: 3 clusters Score -2.246117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210553 members 
Entering Unmasked Estep 
Score: -22461168.000000 Penalty: 6080.732910
	Iteration 21Q: 3 clusters Score -2.246117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 210561 members 
Entering Unmasked Estep 
Score: -22461196.000000 Penalty: 6080.732910
	Iteration 22Q: 3 clusters Score -2.24612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 210568 members 
Entering Unmasked Estep 
Score: -22461196.000000 Penalty: 6080.732910
	Iteration 23Q: 3 clusters Score -2.24612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -22461212.000000 Penalty: 6080.732910
	Iteration 24Q: 3 clusters Score -2.246121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 210574 members 
Entering Unmasked Estep 
Score: -22461208.000000 Penalty: 6080.732910
	Iteration 25Q: 3 clusters Score -2.246121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 210573 members 
Entering Unmasked Estep 
Score: -22461212.000000 Penalty: 6080.732910
	Iteration 26Q: 3 clusters Score -2.246121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -22461214.000000 Penalty: 6080.732910
	Iteration 27Q: 3 clusters Score -2.246121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -22461214.000000 Penalty: 6080.732910
	Iteration 28Q: 3 clusters Score -2.246121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 210576 members 
Entering Unmasked Estep 
Score: -22461220.000000 Penalty: 6080.732910
	Iteration 29Q: 3 clusters Score -2.246122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 210576 members 
Entering Unmasked Estep 
Score: -22461220.000000 Penalty: 6080.732910
	Iteration 30F: 3 clusters Score -2.246122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Entering Unmasked Estep 
Score: -4131201.250000 Penalty: 2617.602539
	Iteration 0F: 2 clusters Score -4131201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4105133.250000 Penalty: 5235.205078
	Iteration 0F: 3 clusters Score -4105133 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4114894.500000 Penalty: 5235.205078
	Iteration 1F: 3 clusters Score -4114894 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4115487.750000 Penalty: 5235.205078
	Iteration 2Q: 3 clusters Score -4115488 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4116131.250000 Penalty: 5235.205078
	Iteration 3Q: 3 clusters Score -4116131 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4116827.000000 Penalty: 5235.205078
	Iteration 4Q: 3 clusters Score -4116827 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4117577.750000 Penalty: 5235.205078
	Iteration 5Q: 3 clusters Score -4117578 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4118343.500000 Penalty: 5235.205078
	Iteration 6Q: 3 clusters Score -4118344 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4119263.250000 Penalty: 5235.205078
	Iteration 7Q: 3 clusters Score -4119263 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4120282.750000 Penalty: 5235.205078
	Iteration 8F: 3 clusters Score -4120283 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4121501.750000 Penalty: 5235.205078
	Iteration 9F: 3 clusters Score -4121502 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4122751.000000 Penalty: 5235.205078
	Iteration 10F: 3 clusters Score -4122751 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -4124054.500000 Penalty: 5235.205078
	Iteration 11Q: 3 clusters Score -4124054 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -4125083.750000 Penalty: 5235.205078
	Iteration 12Q: 3 clusters Score -4125084 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4125900.250000 Penalty: 5235.205078
	Iteration 13Q: 3 clusters Score -4125900 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4126477.750000 Penalty: 5235.205078
	Iteration 14Q: 3 clusters Score -4126478 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4126886.750000 Penalty: 5235.205078
	Iteration 15Q: 3 clusters Score -4126887 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4127221.250000 Penalty: 5235.205078
	Iteration 16Q: 3 clusters Score -4127221 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4127475.750000 Penalty: 5235.205078
	Iteration 17Q: 3 clusters Score -4127476 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4127660.000000 Penalty: 5235.205078
	Iteration 18Q: 3 clusters Score -4127660 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4127866.500000 Penalty: 5235.205078
	Iteration 19Q: 3 clusters Score -4127866 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4128034.500000 Penalty: 5235.205078
	Iteration 20F: 3 clusters Score -4128034 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4128169.000000 Penalty: 5235.205078
	Iteration 21Q: 3 clusters Score -4128169 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4128315.000000 Penalty: 5235.205078
	Iteration 22Q: 3 clusters Score -4128315 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4128412.250000 Penalty: 5235.205078
	Iteration 23Q: 3 clusters Score -4128412 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4128507.000000 Penalty: 5235.205078
	Iteration 24Q: 3 clusters Score -4128507 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4128591.250000 Penalty: 5235.205078
	Iteration 25Q: 3 clusters Score -4128591 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4128681.000000 Penalty: 5235.205078
	Iteration 26Q: 3 clusters Score -4128681 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4128759.250000 Penalty: 5235.205078
	Iteration 27Q: 3 clusters Score -4128759 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4128847.000000 Penalty: 5235.205078
	Iteration 28Q: 3 clusters Score -4128847 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4128924.250000 Penalty: 5235.205078
	Iteration 29Q: 3 clusters Score -4128924 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4128998.500000 Penalty: 5235.205078
	Iteration 30Q: 3 clusters Score -4128998 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4129051.500000 Penalty: 5235.205078
	Iteration 31Q: 3 clusters Score -4129052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4129116.250000 Penalty: 5235.205078
	Iteration 32Q: 3 clusters Score -4129116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4129177.000000 Penalty: 5235.205078
	Iteration 33Q: 3 clusters Score -4129177 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4129227.250000 Penalty: 5235.205078
	Iteration 34Q: 3 clusters Score -4129227 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4129270.000000 Penalty: 5235.205078
	Iteration 35Q: 3 clusters Score -4129270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4129312.250000 Penalty: 5235.205078
	Iteration 36Q: 3 clusters Score -4129312 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4129336.000000 Penalty: 5235.205078
	Iteration 37Q: 3 clusters Score -4129336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4129349.000000 Penalty: 5235.205078
	Iteration 38Q: 3 clusters Score -4129349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4129376.500000 Penalty: 5235.205078
	Iteration 39Q: 3 clusters Score -4129376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4129376.500000 Penalty: 5235.205078
	Iteration 40F: 3 clusters Score -4129376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4129380.250000 Penalty: 5235.205078
	Iteration 41Q: 3 clusters Score -4129380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4129398.250000 Penalty: 5235.205078
	Iteration 42Q: 3 clusters Score -4129398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4129405.250000 Penalty: 5235.205078
	Iteration 43Q: 3 clusters Score -4129405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4129407.250000 Penalty: 5235.205078
	Iteration 44Q: 3 clusters Score -4129407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4129431.250000 Penalty: 5235.205078
	Iteration 45Q: 3 clusters Score -4129431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4129439.500000 Penalty: 5235.205078
	Iteration 46Q: 3 clusters Score -4129440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4129451.500000 Penalty: 5235.205078
	Iteration 47Q: 3 clusters Score -4129452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4129463.000000 Penalty: 5235.205078
	Iteration 48Q: 3 clusters Score -4129463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -4129483.000000 Penalty: 5235.205078
	Iteration 49Q: 3 clusters Score -4129483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4129492.250000 Penalty: 5235.205078
	Iteration 50Q: 3 clusters Score -4129492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -4129499.500000 Penalty: 5235.205078
	Iteration 51Q: 3 clusters Score -4129500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4129507.250000 Penalty: 5235.205078
	Iteration 52Q: 3 clusters Score -4129507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4129505.000000 Penalty: 5235.205078
	Iteration 53Q: 3 clusters Score -4129505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -4129517.250000 Penalty: 5235.205078
	Iteration 54Q: 3 clusters Score -4129517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4129520.250000 Penalty: 5235.205078
	Iteration 55Q: 3 clusters Score -4129520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -4129533.750000 Penalty: 5235.205078
	Iteration 56Q: 3 clusters Score -4129534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4129537.750000 Penalty: 5235.205078
	Iteration 57Q: 3 clusters Score -4129538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4129541.500000 Penalty: 5235.205078
	Iteration 58Q: 3 clusters Score -4129542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4129547.750000 Penalty: 5235.205078
	Iteration 59Q: 3 clusters Score -4129548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -4129553.250000 Penalty: 5235.205078
	Iteration 60F: 3 clusters Score -4129553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4129563.250000 Penalty: 5235.205078
	Iteration 61Q: 3 clusters Score -4129563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4129575.750000 Penalty: 5235.205078
	Iteration 62Q: 3 clusters Score -4129576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4129568.250000 Penalty: 5235.205078
	Iteration 63Q: 3 clusters Score -4129568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4129576.250000 Penalty: 5235.205078
	Iteration 64Q: 3 clusters Score -4129576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4129578.250000 Penalty: 5235.205078
	Iteration 65Q: 3 clusters Score -4129578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4129579.750000 Penalty: 5235.205078
	Iteration 66Q: 3 clusters Score -4129580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4129581.500000 Penalty: 5235.205078
	Iteration 67Q: 3 clusters Score -4129582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4129587.250000 Penalty: 5235.205078
	Iteration 68Q: 3 clusters Score -4129587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -4129587.250000 Penalty: 5235.205078
	Iteration 69Q: 3 clusters Score -4129587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4129594.250000 Penalty: 5235.205078
	Iteration 70Q: 3 clusters Score -4129594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4129599.750000 Penalty: 5235.205078
	Iteration 71Q: 3 clusters Score -4129600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4129604.000000 Penalty: 5235.205078
	Iteration 72Q: 3 clusters Score -4129604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4129606.500000 Penalty: 5235.205078
	Iteration 73Q: 3 clusters Score -4129606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4129605.000000 Penalty: 5235.205078
	Iteration 74Q: 3 clusters Score -4129605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4129605.000000 Penalty: 5235.205078
	Iteration 75F: 3 clusters Score -4129605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -240426.734375 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -240426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -237615.765625 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -237615.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -238190.937500 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -238190.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -238334.828125 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -238334.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238411.937500 Penalty: 3848.133545
	Iteration 3Q: 3 clusters Score -238411.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -238476.062500 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -238476.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238529.625000 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -238529.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238584.968750 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -238585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -238636.078125 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -238636.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -238698.015625 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -238698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -238738.406250 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -238738.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238767.671875 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -238767.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238785.093750 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -238785.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238797.468750 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -238797.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -238818.000000 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -238818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -238836.859375 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -238836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -238849.609375 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -238849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -238865.843750 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -238865.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -238883.921875 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -238883.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -238901.953125 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -238902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -238926.296875 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -238926.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -238956.546875 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -238956.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -238974.593750 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -238974.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -238985.687500 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -238985.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -238995.046875 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -238995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -239004.640625 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -239004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -239014.203125 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -239014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -239020.875000 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -239020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -239025.437500 Penalty: 3848.133545
	Iteration 27Q: 3 clusters Score -239025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -239030.406250 Penalty: 3848.133545
	Iteration 28Q: 3 clusters Score -239030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -239038.875000 Penalty: 3848.133545
	Iteration 29Q: 3 clusters Score -239038.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -239047.421875 Penalty: 3848.133545
	Iteration 30Q: 3 clusters Score -239047.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -239055.109375 Penalty: 3848.133545
	Iteration 31Q: 3 clusters Score -239055.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -239061.546875 Penalty: 3848.133545
	Iteration 32Q: 3 clusters Score -239061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -239066.718750 Penalty: 3848.133545
	Iteration 33Q: 3 clusters Score -239066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -239069.937500 Penalty: 3848.133545
	Iteration 34Q: 3 clusters Score -239069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -239073.500000 Penalty: 3848.133545
	Iteration 35Q: 3 clusters Score -239073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -239079.531250 Penalty: 3848.133545
	Iteration 36Q: 3 clusters Score -239079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -239085.500000 Penalty: 3848.133545
	Iteration 37Q: 3 clusters Score -239085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -239089.781250 Penalty: 3848.133545
	Iteration 38Q: 3 clusters Score -239089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -239092.484375 Penalty: 3848.133545
	Iteration 39Q: 3 clusters Score -239092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -239095.312500 Penalty: 3848.133545
	Iteration 40F: 3 clusters Score -239095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -239097.234375 Penalty: 3848.133545
	Iteration 41Q: 3 clusters Score -239097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -239097.343750 Penalty: 3848.133545
	Iteration 42Q: 3 clusters Score -239097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -239097.718750 Penalty: 3848.133545
	Iteration 43Q: 3 clusters Score -239097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -239097.937500 Penalty: 3848.133545
	Iteration 44Q: 3 clusters Score -239097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -239097.937500 Penalty: 3848.133545
	Iteration 45F: 3 clusters Score -239097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -45050.042969 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -45050.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43547.652344 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -43547.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43787.394531 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -43787.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43878.132812 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -43878.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43934.453125 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -43934.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43955.796875 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -43955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43966.683594 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -43966.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43968.035156 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -43968.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43968.035156 Penalty: 3060.126709
	Iteration 7F: 3 clusters Score -43968.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Entering Unmasked Estep 
Score: -2641533.750000 Penalty: 2505.897705
	Iteration 0F: 2 clusters Score -2641534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2624526.750000 Penalty: 5011.795410
	Iteration 0F: 3 clusters Score -2624527 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2630522.750000 Penalty: 5011.795410
	Iteration 1F: 3 clusters Score -2630523 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2631101.750000 Penalty: 5011.795410
	Iteration 2F: 3 clusters Score -2631102 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2631698.500000 Penalty: 5011.795410
	Iteration 3F: 3 clusters Score -2631698 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2632374.000000 Penalty: 5011.795410
	Iteration 4F: 3 clusters Score -2632374 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2633184.500000 Penalty: 5011.795410
	Iteration 5F: 3 clusters Score -2633184 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2634216.250000 Penalty: 5011.795410
	Iteration 6F: 3 clusters Score -2634216 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2635423.000000 Penalty: 5011.795410
	Iteration 7F: 3 clusters Score -2635423 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2636655.750000 Penalty: 5011.795410
	Iteration 8F: 3 clusters Score -2636656 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2637660.000000 Penalty: 5011.795410
	Iteration 9F: 3 clusters Score -2637660 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2638206.250000 Penalty: 5011.795410
	Iteration 10Q: 3 clusters Score -2638206 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2638459.000000 Penalty: 5011.795410
	Iteration 11Q: 3 clusters Score -2638459 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2638606.250000 Penalty: 5011.795410
	Iteration 12Q: 3 clusters Score -2638606 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2638741.750000 Penalty: 5011.795410
	Iteration 13Q: 3 clusters Score -2638742 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2638827.750000 Penalty: 5011.795410
	Iteration 14Q: 3 clusters Score -2638828 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2638881.750000 Penalty: 5011.795410
	Iteration 15Q: 3 clusters Score -2638882 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2638927.250000 Penalty: 5011.795410
	Iteration 16Q: 3 clusters Score -2638927 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2638974.000000 Penalty: 5011.795410
	Iteration 17Q: 3 clusters Score -2638974 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2639034.500000 Penalty: 5011.795410
	Iteration 18Q: 3 clusters Score -2639034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2639075.500000 Penalty: 5011.795410
	Iteration 19Q: 3 clusters Score -2639076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2639110.750000 Penalty: 5011.795410
	Iteration 20F: 3 clusters Score -2639111 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2639126.250000 Penalty: 5011.795410
	Iteration 21Q: 3 clusters Score -2639126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2639145.750000 Penalty: 5011.795410
	Iteration 22Q: 3 clusters Score -2639146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2639172.500000 Penalty: 5011.795410
	Iteration 23Q: 3 clusters Score -2639172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2639182.500000 Penalty: 5011.795410
	Iteration 24Q: 3 clusters Score -2639182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2639192.500000 Penalty: 5011.795410
	Iteration 25Q: 3 clusters Score -2639192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2639205.500000 Penalty: 5011.795410
	Iteration 26Q: 3 clusters Score -2639206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2639213.250000 Penalty: 5011.795410
	Iteration 27Q: 3 clusters Score -2639213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2639216.250000 Penalty: 5011.795410
	Iteration 28Q: 3 clusters Score -2639216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2639214.000000 Penalty: 5011.795410
	Iteration 29Q: 3 clusters Score -2639214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2639211.750000 Penalty: 5011.795410
	Iteration 30Q: 3 clusters Score -2639212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2639219.000000 Penalty: 5011.795410
	Iteration 31Q: 3 clusters Score -2639219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2639229.000000 Penalty: 5011.795410
	Iteration 32Q: 3 clusters Score -2639229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2639238.000000 Penalty: 5011.795410
	Iteration 33Q: 3 clusters Score -2639238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2639254.000000 Penalty: 5011.795410
	Iteration 34Q: 3 clusters Score -2639254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2639267.750000 Penalty: 5011.795410
	Iteration 35Q: 3 clusters Score -2639268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2639274.250000 Penalty: 5011.795410
	Iteration 36Q: 3 clusters Score -2639274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2639290.250000 Penalty: 5011.795410
	Iteration 37Q: 3 clusters Score -2639290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2639308.500000 Penalty: 5011.795410
	Iteration 38Q: 3 clusters Score -2639308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2639311.750000 Penalty: 5011.795410
	Iteration 39Q: 3 clusters Score -2639312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2639314.000000 Penalty: 5011.795410
	Iteration 40F: 3 clusters Score -2639314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2639324.250000 Penalty: 5011.795410
	Iteration 41Q: 3 clusters Score -2639324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2639347.500000 Penalty: 5011.795410
	Iteration 42Q: 3 clusters Score -2639348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2639349.500000 Penalty: 5011.795410
	Iteration 43Q: 3 clusters Score -2639350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2639357.000000 Penalty: 5011.795410
	Iteration 44Q: 3 clusters Score -2639357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2639366.500000 Penalty: 5011.795410
	Iteration 45Q: 3 clusters Score -2639366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2639377.500000 Penalty: 5011.795410
	Iteration 46Q: 3 clusters Score -2639378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2639383.250000 Penalty: 5011.795410
	Iteration 47Q: 3 clusters Score -2639383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2639385.500000 Penalty: 5011.795410
	Iteration 48Q: 3 clusters Score -2639386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2639387.750000 Penalty: 5011.795410
	Iteration 49Q: 3 clusters Score -2639388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2639390.750000 Penalty: 5011.795410
	Iteration 50Q: 3 clusters Score -2639391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2639394.750000 Penalty: 5011.795410
	Iteration 51Q: 3 clusters Score -2639395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2639398.500000 Penalty: 5011.795410
	Iteration 52Q: 3 clusters Score -2639398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2639408.500000 Penalty: 5011.795410
	Iteration 53Q: 3 clusters Score -2639408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2639418.000000 Penalty: 5011.795410
	Iteration 54Q: 3 clusters Score -2639418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2639425.750000 Penalty: 5011.795410
	Iteration 55Q: 3 clusters Score -2639426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2639428.250000 Penalty: 5011.795410
	Iteration 56Q: 3 clusters Score -2639428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2639431.250000 Penalty: 5011.795410
	Iteration 57Q: 3 clusters Score -2639431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2639441.000000 Penalty: 5011.795410
	Iteration 58Q: 3 clusters Score -2639441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2639444.000000 Penalty: 5011.795410
	Iteration 59Q: 3 clusters Score -2639444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2639447.250000 Penalty: 5011.795410
	Iteration 60F: 3 clusters Score -2639447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2639448.000000 Penalty: 5011.795410
	Iteration 61Q: 3 clusters Score -2639448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2639452.750000 Penalty: 5011.795410
	Iteration 62Q: 3 clusters Score -2639453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2639452.250000 Penalty: 5011.795410
	Iteration 63Q: 3 clusters Score -2639452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2639456.000000 Penalty: 5011.795410
	Iteration 64Q: 3 clusters Score -2639456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2639460.250000 Penalty: 5011.795410
	Iteration 65Q: 3 clusters Score -2639460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2639453.500000 Penalty: 5011.795410
	Iteration 66Q: 3 clusters Score -2639454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2639454.000000 Penalty: 5011.795410
	Iteration 67Q: 3 clusters Score -2639454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2639453.500000 Penalty: 5011.795410
	Iteration 68Q: 3 clusters Score -2639454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2639455.250000 Penalty: 5011.795410
	Iteration 69Q: 3 clusters Score -2639455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2639457.250000 Penalty: 5011.795410
	Iteration 70Q: 3 clusters Score -2639457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2639458.250000 Penalty: 5011.795410
	Iteration 71Q: 3 clusters Score -2639458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2639462.750000 Penalty: 5011.795410
	Iteration 72Q: 3 clusters Score -2639463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2639461.000000 Penalty: 5011.795410
	Iteration 73Q: 3 clusters Score -2639461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2639460.000000 Penalty: 5011.795410
	Iteration 74Q: 3 clusters Score -2639460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2639466.000000 Penalty: 5011.795410
	Iteration 75Q: 3 clusters Score -2639466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2639465.750000 Penalty: 5011.795410
	Iteration 76Q: 3 clusters Score -2639466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2639471.750000 Penalty: 5011.795410
	Iteration 77Q: 3 clusters Score -2639472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2639468.250000 Penalty: 5011.795410
	Iteration 78Q: 3 clusters Score -2639468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2639468.750000 Penalty: 5011.795410
	Iteration 79Q: 3 clusters Score -2639469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2639469.250000 Penalty: 5011.795410
	Iteration 80F: 3 clusters Score -2639469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2639467.750000 Penalty: 5011.795410
	Iteration 81Q: 3 clusters Score -2639468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2639472.500000 Penalty: 5011.795410
	Iteration 82Q: 3 clusters Score -2639472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2639472.250000 Penalty: 5011.795410
	Iteration 83Q: 3 clusters Score -2639472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2639476.500000 Penalty: 5011.795410
	Iteration 84Q: 3 clusters Score -2639476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2639474.000000 Penalty: 5011.795410
	Iteration 85Q: 3 clusters Score -2639474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2639475.500000 Penalty: 5011.795410
	Iteration 86Q: 3 clusters Score -2639476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2639475.500000 Penalty: 5011.795410
	Iteration 87F: 3 clusters Score -2639476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Entering Unmasked Estep 
Score: -2699049.750000 Penalty: 2511.146484
	Iteration 0F: 2 clusters Score -2699050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2681870.250000 Penalty: 5022.292969
	Iteration 0F: 3 clusters Score -2681870 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2687918.250000 Penalty: 5022.292969
	Iteration 1F: 3 clusters Score -2687918 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2688513.750000 Penalty: 5022.292969
	Iteration 2F: 3 clusters Score -2688514 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2689148.500000 Penalty: 5022.292969
	Iteration 3F: 3 clusters Score -2689148 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2689877.750000 Penalty: 5022.292969
	Iteration 4F: 3 clusters Score -2689878 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2690895.000000 Penalty: 5022.292969
	Iteration 5F: 3 clusters Score -2690895 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2692198.250000 Penalty: 5022.292969
	Iteration 6F: 3 clusters Score -2692198 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2693616.000000 Penalty: 5022.292969
	Iteration 7F: 3 clusters Score -2693616 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2694876.750000 Penalty: 5022.292969
	Iteration 8F: 3 clusters Score -2694877 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2695823.250000 Penalty: 5022.292969
	Iteration 9Q: 3 clusters Score -2695823 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2696328.750000 Penalty: 5022.292969
	Iteration 10Q: 3 clusters Score -2696329 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2696583.500000 Penalty: 5022.292969
	Iteration 11Q: 3 clusters Score -2696584 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2696719.500000 Penalty: 5022.292969
	Iteration 12Q: 3 clusters Score -2696720 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2696786.750000 Penalty: 5022.292969
	Iteration 13Q: 3 clusters Score -2696787 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2696855.500000 Penalty: 5022.292969
	Iteration 14Q: 3 clusters Score -2696856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2696905.750000 Penalty: 5022.292969
	Iteration 15Q: 3 clusters Score -2696906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2696941.750000 Penalty: 5022.292969
	Iteration 16Q: 3 clusters Score -2696942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2696971.750000 Penalty: 5022.292969
	Iteration 17Q: 3 clusters Score -2696972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2696996.750000 Penalty: 5022.292969
	Iteration 18Q: 3 clusters Score -2696997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2697018.750000 Penalty: 5022.292969
	Iteration 19Q: 3 clusters Score -2697019 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2697044.750000 Penalty: 5022.292969
	Iteration 20F: 3 clusters Score -2697045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2697064.000000 Penalty: 5022.292969
	Iteration 21Q: 3 clusters Score -2697064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2697089.750000 Penalty: 5022.292969
	Iteration 22Q: 3 clusters Score -2697090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2697106.750000 Penalty: 5022.292969
	Iteration 23Q: 3 clusters Score -2697107 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2697117.750000 Penalty: 5022.292969
	Iteration 24Q: 3 clusters Score -2697118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2697138.250000 Penalty: 5022.292969
	Iteration 25Q: 3 clusters Score -2697138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2697146.500000 Penalty: 5022.292969
	Iteration 26Q: 3 clusters Score -2697146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2697150.500000 Penalty: 5022.292969
	Iteration 27Q: 3 clusters Score -2697150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2697169.000000 Penalty: 5022.292969
	Iteration 28Q: 3 clusters Score -2697169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2697174.250000 Penalty: 5022.292969
	Iteration 29Q: 3 clusters Score -2697174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2697183.750000 Penalty: 5022.292969
	Iteration 30Q: 3 clusters Score -2697184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2697184.500000 Penalty: 5022.292969
	Iteration 31Q: 3 clusters Score -2697184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2697193.750000 Penalty: 5022.292969
	Iteration 32Q: 3 clusters Score -2697194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2697193.000000 Penalty: 5022.292969
	Iteration 33Q: 3 clusters Score -2697193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2697212.500000 Penalty: 5022.292969
	Iteration 34Q: 3 clusters Score -2697212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2697209.500000 Penalty: 5022.292969
	Iteration 35Q: 3 clusters Score -2697210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2697220.000000 Penalty: 5022.292969
	Iteration 36Q: 3 clusters Score -2697220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2697228.000000 Penalty: 5022.292969
	Iteration 37Q: 3 clusters Score -2697228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2697232.750000 Penalty: 5022.292969
	Iteration 38Q: 3 clusters Score -2697233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2697241.000000 Penalty: 5022.292969
	Iteration 39Q: 3 clusters Score -2697241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2697249.500000 Penalty: 5022.292969
	Iteration 40F: 3 clusters Score -2697250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2697252.750000 Penalty: 5022.292969
	Iteration 41Q: 3 clusters Score -2697253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2697255.250000 Penalty: 5022.292969
	Iteration 42Q: 3 clusters Score -2697255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2697261.250000 Penalty: 5022.292969
	Iteration 43Q: 3 clusters Score -2697261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2697262.000000 Penalty: 5022.292969
	Iteration 44Q: 3 clusters Score -2697262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2697266.000000 Penalty: 5022.292969
	Iteration 45Q: 3 clusters Score -2697266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2697272.750000 Penalty: 5022.292969
	Iteration 46Q: 3 clusters Score -2697273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2697276.250000 Penalty: 5022.292969
	Iteration 47Q: 3 clusters Score -2697276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2697267.250000 Penalty: 5022.292969
	Iteration 48Q: 3 clusters Score -2697267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2697276.250000 Penalty: 5022.292969
	Iteration 49Q: 3 clusters Score -2697276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2697280.500000 Penalty: 5022.292969
	Iteration 50Q: 3 clusters Score -2697280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2697275.750000 Penalty: 5022.292969
	Iteration 51Q: 3 clusters Score -2697276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2697278.750000 Penalty: 5022.292969
	Iteration 52Q: 3 clusters Score -2697279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2697280.500000 Penalty: 5022.292969
	Iteration 53Q: 3 clusters Score -2697280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2697277.000000 Penalty: 5022.292969
	Iteration 54Q: 3 clusters Score -2697277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2697280.750000 Penalty: 5022.292969
	Iteration 55Q: 3 clusters Score -2697281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2697282.250000 Penalty: 5022.292969
	Iteration 56Q: 3 clusters Score -2697282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2697278.500000 Penalty: 5022.292969
	Iteration 57Q: 3 clusters Score -2697278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2697283.000000 Penalty: 5022.292969
	Iteration 58Q: 3 clusters Score -2697283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2697283.500000 Penalty: 5022.292969
	Iteration 59Q: 3 clusters Score -2697284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2697283.500000 Penalty: 5022.292969
	Iteration 60F: 3 clusters Score -2697284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -715563.125000 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -715563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -709860.812500 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -709860.8 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -711385.562500 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -711385.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -711627.375000 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -711627.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -711782.062500 Penalty: 4378.497070
	Iteration 3Q: 3 clusters Score -711782.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -711893.125000 Penalty: 4378.497070
	Iteration 4Q: 3 clusters Score -711893.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -711965.625000 Penalty: 4378.497070
	Iteration 5Q: 3 clusters Score -711965.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -712027.937500 Penalty: 4378.497070
	Iteration 6Q: 3 clusters Score -712027.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -712080.375000 Penalty: 4378.497070
	Iteration 7Q: 3 clusters Score -712080.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -712123.500000 Penalty: 4378.497070
	Iteration 8Q: 3 clusters Score -712123.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -712195.250000 Penalty: 4378.497070
	Iteration 9Q: 3 clusters Score -712195.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -712259.375000 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -712259.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -712322.875000 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -712322.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -712380.062500 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -712380.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -712427.062500 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -712427.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -712461.625000 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -712461.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -712497.437500 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -712497.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -712525.500000 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -712525.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -712560.062500 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -712560.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -712596.937500 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -712596.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -712644.375000 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -712644.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -712697.187500 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -712697.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -712746.187500 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -712746.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -712806.750000 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -712806.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -712861.250000 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -712861.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -712911.312500 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -712911.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -712954.812500 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -712954.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -713001.000000 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -713001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -713041.375000 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -713041.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -713077.875000 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -713077.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -713107.000000 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -713107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -713143.312500 Penalty: 4378.497070
	Iteration 30Q: 3 clusters Score -713143.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -713181.750000 Penalty: 4378.497070
	Iteration 31Q: 3 clusters Score -713181.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -713209.687500 Penalty: 4378.497070
	Iteration 32Q: 3 clusters Score -713209.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -713237.187500 Penalty: 4378.497070
	Iteration 33Q: 3 clusters Score -713237.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -713265.750000 Penalty: 4378.497070
	Iteration 34Q: 3 clusters Score -713265.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -713297.812500 Penalty: 4378.497070
	Iteration 35Q: 3 clusters Score -713297.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -713325.437500 Penalty: 4378.497070
	Iteration 36Q: 3 clusters Score -713325.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -713355.375000 Penalty: 4378.497070
	Iteration 37Q: 3 clusters Score -713355.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -713379.875000 Penalty: 4378.497070
	Iteration 38Q: 3 clusters Score -713379.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -713399.000000 Penalty: 4378.497070
	Iteration 39Q: 3 clusters Score -713399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -713422.187500 Penalty: 4378.497070
	Iteration 40F: 3 clusters Score -713422.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -713441.000000 Penalty: 4378.497070
	Iteration 41Q: 3 clusters Score -713441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -713462.500000 Penalty: 4378.497070
	Iteration 42Q: 3 clusters Score -713462.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -713484.375000 Penalty: 4378.497070
	Iteration 43Q: 3 clusters Score -713484.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -713504.375000 Penalty: 4378.497070
	Iteration 44Q: 3 clusters Score -713504.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -713517.937500 Penalty: 4378.497070
	Iteration 45Q: 3 clusters Score -713517.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -713533.812500 Penalty: 4378.497070
	Iteration 46Q: 3 clusters Score -713533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -713541.687500 Penalty: 4378.497070
	Iteration 47Q: 3 clusters Score -713541.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -713552.312500 Penalty: 4378.497070
	Iteration 48Q: 3 clusters Score -713552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -713561.125000 Penalty: 4378.497070
	Iteration 49Q: 3 clusters Score -713561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -713569.625000 Penalty: 4378.497070
	Iteration 50Q: 3 clusters Score -713569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -713576.625000 Penalty: 4378.497070
	Iteration 51Q: 3 clusters Score -713576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -713578.375000 Penalty: 4378.497070
	Iteration 52Q: 3 clusters Score -713578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -713584.062500 Penalty: 4378.497070
	Iteration 53Q: 3 clusters Score -713584.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -713586.687500 Penalty: 4378.497070
	Iteration 54Q: 3 clusters Score -713586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -713589.812500 Penalty: 4378.497070
	Iteration 55Q: 3 clusters Score -713589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -713591.500000 Penalty: 4378.497070
	Iteration 56Q: 3 clusters Score -713591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -713593.312500 Penalty: 4378.497070
	Iteration 57Q: 3 clusters Score -713593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -713597.687500 Penalty: 4378.497070
	Iteration 58Q: 3 clusters Score -713597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -713599.187500 Penalty: 4378.497070
	Iteration 59Q: 3 clusters Score -713599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -713599.687500 Penalty: 4378.497070
	Iteration 60F: 3 clusters Score -713599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -713600.187500 Penalty: 4378.497070
	Iteration 61Q: 3 clusters Score -713600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -713600.937500 Penalty: 4378.497070
	Iteration 62Q: 3 clusters Score -713600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -713600.937500 Penalty: 4378.497070
	Iteration 63F: 3 clusters Score -713600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -33319.875000 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -33319.88 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 200 members 
Entering Unmasked Estep 
Score: -31966.679688 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -31966.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32227.771484 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -32227.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32302.945312 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -32302.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32318.466797 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -32318.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32336.912109 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -32336.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32347.927734 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -32347.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32367.607422 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -32367.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32382.781250 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -32382.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32398.009766 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -32398.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32416.328125 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -32416.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32432.373047 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -32432.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32444.509766 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -32444.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32462.992188 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -32462.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32486.822266 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -32486.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32549.400391 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -32549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32640.453125 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -32640.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32708.882812 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -32708.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32761.636719 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -32761.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32814.890625 Penalty: 2984.013916
	Iteration 18Q: 3 clusters Score -32814.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32864.855469 Penalty: 2984.013916
	Iteration 19Q: 3 clusters Score -32864.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32966.867188 Penalty: 2984.013916
	Iteration 20F: 3 clusters Score -32966.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33097.101562 Penalty: 2984.013916
	Iteration 21Q: 3 clusters Score -33097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33142.734375 Penalty: 2984.013916
	Iteration 22Q: 3 clusters Score -33142.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33156.761719 Penalty: 2984.013916
	Iteration 23Q: 3 clusters Score -33156.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33156.761719 Penalty: 2984.013916
	Iteration 24F: 3 clusters Score -33156.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -84692.328125 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -84692.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82842.187500 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -82842.19 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83195.945312 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -83195.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83344.242188 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -83344.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83425.046875 Penalty: 3387.041260
	Iteration 3Q: 3 clusters Score -83425.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83488.968750 Penalty: 3387.041260
	Iteration 4Q: 3 clusters Score -83488.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83534.375000 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -83534.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -83613.640625 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -83613.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -83709.398438 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -83709.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83761.132812 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -83761.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -83845.703125 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -83845.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83963.093750 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -83963.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84047.062500 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -84047.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -84084.328125 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -84084.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84136.257812 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -84136.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84209.414062 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -84209.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84275.632812 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -84275.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -84369.414062 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -84369.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84471.492188 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -84471.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -84581.609375 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -84581.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -84640.070312 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -84640.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84661.835938 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -84661.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -84679.648438 Penalty: 3387.041260
	Iteration 21Q: 3 clusters Score -84679.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84708.867188 Penalty: 3387.041260
	Iteration 22Q: 3 clusters Score -84708.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84737.679688 Penalty: 3387.041260
	Iteration 23Q: 3 clusters Score -84737.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84750.898438 Penalty: 3387.041260
	Iteration 24Q: 3 clusters Score -84750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84755.703125 Penalty: 3387.041260
	Iteration 25Q: 3 clusters Score -84755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84755.703125 Penalty: 3387.041260
	Iteration 26F: 3 clusters Score -84755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 210985 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 38363 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24451 members 
Mstep: Class 8 contains 24974 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 39249 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30955 members 
Mstep: Class 15 contains 129951 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55327 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 179439 members 
Mstep: Class 20 contains 14266 members 
Mstep: Class 21 contains 60873 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 338452 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333681 members 
Entering Unmasked Estep 
Score: -158422176.000000 Penalty: 91801.890625
Splitting cluster 11 changes total score from -158423888.000000 to -158422176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (39249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Entering Unmasked Estep 
Score: -4233333.500000 Penalty: 2623.265137
	Iteration 0F: 2 clusters Score -4233334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4206748.000000 Penalty: 5246.530273
	Iteration 0F: 3 clusters Score -4206748 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4216647.000000 Penalty: 5246.530273
	Iteration 1F: 3 clusters Score -4216647 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4217390.500000 Penalty: 5246.530273
	Iteration 2Q: 3 clusters Score -4217390 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4218262.500000 Penalty: 5246.530273
	Iteration 3Q: 3 clusters Score -4218262 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4219294.000000 Penalty: 5246.530273
	Iteration 4F: 3 clusters Score -4219294 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4220692.000000 Penalty: 5246.530273
	Iteration 5F: 3 clusters Score -4220692 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4222584.000000 Penalty: 5246.530273
	Iteration 6F: 3 clusters Score -4222584 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4224880.000000 Penalty: 5246.530273
	Iteration 7F: 3 clusters Score -4224880 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -4227076.500000 Penalty: 5246.530273
	Iteration 8F: 3 clusters Score -4227076 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4228461.000000 Penalty: 5246.530273
	Iteration 9Q: 3 clusters Score -4228461 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4229077.500000 Penalty: 5246.530273
	Iteration 10Q: 3 clusters Score -4229078 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4229357.000000 Penalty: 5246.530273
	Iteration 11Q: 3 clusters Score -4229357 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4229510.500000 Penalty: 5246.530273
	Iteration 12Q: 3 clusters Score -4229510 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4229661.000000 Penalty: 5246.530273
	Iteration 13Q: 3 clusters Score -4229661 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4229813.000000 Penalty: 5246.530273
	Iteration 14Q: 3 clusters Score -4229813 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4229940.500000 Penalty: 5246.530273
	Iteration 15Q: 3 clusters Score -4229940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4230054.000000 Penalty: 5246.530273
	Iteration 16Q: 3 clusters Score -4230054 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4230174.500000 Penalty: 5246.530273
	Iteration 17Q: 3 clusters Score -4230174 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4230264.500000 Penalty: 5246.530273
	Iteration 18Q: 3 clusters Score -4230264 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4230362.000000 Penalty: 5246.530273
	Iteration 19Q: 3 clusters Score -4230362 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4230432.000000 Penalty: 5246.530273
	Iteration 20F: 3 clusters Score -4230432 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4230515.500000 Penalty: 5246.530273
	Iteration 21Q: 3 clusters Score -4230516 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4230583.500000 Penalty: 5246.530273
	Iteration 22Q: 3 clusters Score -4230584 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4230635.500000 Penalty: 5246.530273
	Iteration 23Q: 3 clusters Score -4230636 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4230684.000000 Penalty: 5246.530273
	Iteration 24Q: 3 clusters Score -4230684 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4230705.000000 Penalty: 5246.530273
	Iteration 25Q: 3 clusters Score -4230705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4230746.500000 Penalty: 5246.530273
	Iteration 26Q: 3 clusters Score -4230746 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4230793.000000 Penalty: 5246.530273
	Iteration 27Q: 3 clusters Score -4230793 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4230835.500000 Penalty: 5246.530273
	Iteration 28Q: 3 clusters Score -4230836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4230869.500000 Penalty: 5246.530273
	Iteration 29Q: 3 clusters Score -4230870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4230902.500000 Penalty: 5246.530273
	Iteration 30Q: 3 clusters Score -4230902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4230929.500000 Penalty: 5246.530273
	Iteration 31Q: 3 clusters Score -4230930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4230969.000000 Penalty: 5246.530273
	Iteration 32Q: 3 clusters Score -4230969 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4230991.000000 Penalty: 5246.530273
	Iteration 33Q: 3 clusters Score -4230991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4231016.000000 Penalty: 5246.530273
	Iteration 34Q: 3 clusters Score -4231016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4231040.500000 Penalty: 5246.530273
	Iteration 35Q: 3 clusters Score -4231040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4231064.000000 Penalty: 5246.530273
	Iteration 36Q: 3 clusters Score -4231064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4231075.000000 Penalty: 5246.530273
	Iteration 37Q: 3 clusters Score -4231075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4231096.500000 Penalty: 5246.530273
	Iteration 38Q: 3 clusters Score -4231096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4231118.000000 Penalty: 5246.530273
	Iteration 39Q: 3 clusters Score -4231118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4231151.500000 Penalty: 5246.530273
	Iteration 40F: 3 clusters Score -4231152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4231171.000000 Penalty: 5246.530273
	Iteration 41Q: 3 clusters Score -4231171 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4231180.000000 Penalty: 5246.530273
	Iteration 42Q: 3 clusters Score -4231180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4231202.500000 Penalty: 5246.530273
	Iteration 43Q: 3 clusters Score -4231202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4231213.500000 Penalty: 5246.530273
	Iteration 44Q: 3 clusters Score -4231214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4231236.000000 Penalty: 5246.530273
	Iteration 45Q: 3 clusters Score -4231236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4231244.000000 Penalty: 5246.530273
	Iteration 46Q: 3 clusters Score -4231244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4231262.500000 Penalty: 5246.530273
	Iteration 47Q: 3 clusters Score -4231262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4231277.500000 Penalty: 5246.530273
	Iteration 48Q: 3 clusters Score -4231278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4231275.500000 Penalty: 5246.530273
	Iteration 49Q: 3 clusters Score -4231276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4231295.500000 Penalty: 5246.530273
	Iteration 50Q: 3 clusters Score -4231296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4231296.000000 Penalty: 5246.530273
	Iteration 51Q: 3 clusters Score -4231296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4231305.000000 Penalty: 5246.530273
	Iteration 52Q: 3 clusters Score -4231305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4231317.500000 Penalty: 5246.530273
	Iteration 53Q: 3 clusters Score -4231318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4231329.000000 Penalty: 5246.530273
	Iteration 54Q: 3 clusters Score -4231329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4231335.500000 Penalty: 5246.530273
	Iteration 55Q: 3 clusters Score -4231336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4231336.000000 Penalty: 5246.530273
	Iteration 56Q: 3 clusters Score -4231336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4231349.500000 Penalty: 5246.530273
	Iteration 57Q: 3 clusters Score -4231350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4231340.000000 Penalty: 5246.530273
	Iteration 58Q: 3 clusters Score -4231340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4231350.000000 Penalty: 5246.530273
	Iteration 59Q: 3 clusters Score -4231350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4231359.000000 Penalty: 5246.530273
	Iteration 60F: 3 clusters Score -4231359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4231357.500000 Penalty: 5246.530273
	Iteration 61Q: 3 clusters Score -4231358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4231370.000000 Penalty: 5246.530273
	Iteration 62Q: 3 clusters Score -4231370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4231381.000000 Penalty: 5246.530273
	Iteration 63Q: 3 clusters Score -4231381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4231378.500000 Penalty: 5246.530273
	Iteration 64Q: 3 clusters Score -4231378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4231384.000000 Penalty: 5246.530273
	Iteration 65Q: 3 clusters Score -4231384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4231386.000000 Penalty: 5246.530273
	Iteration 66Q: 3 clusters Score -4231386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4231390.500000 Penalty: 5246.530273
	Iteration 67Q: 3 clusters Score -4231390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4231391.500000 Penalty: 5246.530273
	Iteration 68Q: 3 clusters Score -4231392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4231389.000000 Penalty: 5246.530273
	Iteration 69Q: 3 clusters Score -4231389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4231389.000000 Penalty: 5246.530273
	Iteration 70Q: 3 clusters Score -4231389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4231387.000000 Penalty: 5246.530273
	Iteration 71Q: 3 clusters Score -4231387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4231390.500000 Penalty: 5246.530273
	Iteration 72Q: 3 clusters Score -4231390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4231392.000000 Penalty: 5246.530273
	Iteration 73Q: 3 clusters Score -4231392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4231394.000000 Penalty: 5246.530273
	Iteration 74Q: 3 clusters Score -4231394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4231395.000000 Penalty: 5246.530273
	Iteration 75Q: 3 clusters Score -4231395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4231393.000000 Penalty: 5246.530273
	Iteration 76Q: 3 clusters Score -4231393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4231391.000000 Penalty: 5246.530273
	Iteration 77Q: 3 clusters Score -4231391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4231388.500000 Penalty: 5246.530273
	Iteration 78Q: 3 clusters Score -4231388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4231388.500000 Penalty: 5246.530273
	Iteration 79F: 3 clusters Score -4231388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -655720.625000 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -655720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -650207.687500 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -650207.7 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -651759.750000 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -651759.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -652145.437500 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -652145.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -652417.000000 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -652417 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -652644.125000 Penalty: 4359.822266
	Iteration 4F: 3 clusters Score -652644.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -652877.437500 Penalty: 4359.822266
	Iteration 5F: 3 clusters Score -652877.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -653123.812500 Penalty: 4359.822266
	Iteration 6F: 3 clusters Score -653123.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -653374.375000 Penalty: 4359.822266
	Iteration 7F: 3 clusters Score -653374.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -653631.062500 Penalty: 4359.822266
	Iteration 8F: 3 clusters Score -653631.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -653831.250000 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -653831.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -653972.125000 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -653972.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -654088.062500 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -654088.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -654158.875000 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -654158.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -654207.437500 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -654207.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -654257.375000 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -654257.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -654299.812500 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -654299.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -654339.250000 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -654339.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -654373.312500 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -654373.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -654396.562500 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -654396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -654418.062500 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -654418.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -654432.125000 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -654432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -654442.000000 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -654442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -654450.500000 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -654450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -654460.187500 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -654460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -654463.062500 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -654463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -654466.812500 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -654466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -654472.812500 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -654472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -654474.000000 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -654474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -654475.187500 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -654475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -654476.500000 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -654476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -654478.187500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -654478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -654480.437500 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -654480.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -654482.187500 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -654482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -654484.812500 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -654484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -654487.687500 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -654487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -654491.250000 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -654491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -654493.812500 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -654493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -654494.437500 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -654494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -654494.437500 Penalty: 4359.822266
	Iteration 38Q: 3 clusters Score -654494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -654495.750000 Penalty: 4359.822266
	Iteration 39Q: 3 clusters Score -654495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -654496.250000 Penalty: 4359.822266
	Iteration 40F: 3 clusters Score -654496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -654496.687500 Penalty: 4359.822266
	Iteration 41Q: 3 clusters Score -654496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -654497.750000 Penalty: 4359.822266
	Iteration 42Q: 3 clusters Score -654497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -654497.937500 Penalty: 4359.822266
	Iteration 43Q: 3 clusters Score -654497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -654497.937500 Penalty: 4359.822266
	Iteration 44F: 3 clusters Score -654497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Entering Unmasked Estep 
Score: -3009435.500000 Penalty: 2564.391846
	Iteration 0F: 2 clusters Score -3009436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2988349.750000 Penalty: 5128.783691
	Iteration 0F: 3 clusters Score -2988350 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2995827.250000 Penalty: 5128.783691
	Iteration 1F: 3 clusters Score -2995827 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2996401.250000 Penalty: 5128.783691
	Iteration 2F: 3 clusters Score -2996401 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2997058.000000 Penalty: 5128.783691
	Iteration 3Q: 3 clusters Score -2997058 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2997876.500000 Penalty: 5128.783691
	Iteration 4F: 3 clusters Score -2997876 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2998906.250000 Penalty: 5128.783691
	Iteration 5F: 3 clusters Score -2998906 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3000037.250000 Penalty: 5128.783691
	Iteration 6F: 3 clusters Score -3000037 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3001289.750000 Penalty: 5128.783691
	Iteration 7F: 3 clusters Score -3001290 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3002555.250000 Penalty: 5128.783691
	Iteration 8F: 3 clusters Score -3002555 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3003733.000000 Penalty: 5128.783691
	Iteration 9Q: 3 clusters Score -3003733 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3004794.500000 Penalty: 5128.783691
	Iteration 10Q: 3 clusters Score -3004794 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3005660.250000 Penalty: 5128.783691
	Iteration 11Q: 3 clusters Score -3005660 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3006227.000000 Penalty: 5128.783691
	Iteration 12Q: 3 clusters Score -3006227 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3006687.250000 Penalty: 5128.783691
	Iteration 13Q: 3 clusters Score -3006687 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3007037.000000 Penalty: 5128.783691
	Iteration 14Q: 3 clusters Score -3007037 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3007357.750000 Penalty: 5128.783691
	Iteration 15Q: 3 clusters Score -3007358 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3007669.500000 Penalty: 5128.783691
	Iteration 16Q: 3 clusters Score -3007670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3007928.750000 Penalty: 5128.783691
	Iteration 17Q: 3 clusters Score -3007929 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3008073.000000 Penalty: 5128.783691
	Iteration 18Q: 3 clusters Score -3008073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3008131.750000 Penalty: 5128.783691
	Iteration 19Q: 3 clusters Score -3008132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3008163.500000 Penalty: 5128.783691
	Iteration 20F: 3 clusters Score -3008164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3008193.250000 Penalty: 5128.783691
	Iteration 21Q: 3 clusters Score -3008193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3008201.750000 Penalty: 5128.783691
	Iteration 22Q: 3 clusters Score -3008202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3008213.000000 Penalty: 5128.783691
	Iteration 23Q: 3 clusters Score -3008213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3008215.000000 Penalty: 5128.783691
	Iteration 24Q: 3 clusters Score -3008215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3008225.750000 Penalty: 5128.783691
	Iteration 25Q: 3 clusters Score -3008226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3008229.000000 Penalty: 5128.783691
	Iteration 26Q: 3 clusters Score -3008229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3008235.500000 Penalty: 5128.783691
	Iteration 27Q: 3 clusters Score -3008236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3008240.500000 Penalty: 5128.783691
	Iteration 28Q: 3 clusters Score -3008240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3008240.750000 Penalty: 5128.783691
	Iteration 29Q: 3 clusters Score -3008241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3008244.500000 Penalty: 5128.783691
	Iteration 30Q: 3 clusters Score -3008244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3008244.500000 Penalty: 5128.783691
	Iteration 31Q: 3 clusters Score -3008244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3008246.250000 Penalty: 5128.783691
	Iteration 32Q: 3 clusters Score -3008246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3008249.750000 Penalty: 5128.783691
	Iteration 33Q: 3 clusters Score -3008250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3008249.750000 Penalty: 5128.783691
	Iteration 34F: 3 clusters Score -3008250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129951 members 
Entering Unmasked Estep 
Score: -13885164.000000 Penalty: 2920.178467
	Iteration 0F: 2 clusters Score -1.388516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -13798308.000000 Penalty: 5840.356934
	Iteration 0F: 3 clusters Score -1.379831e+07 nChanged 62138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -13833961.000000 Penalty: 5840.356934
	Iteration 1F: 3 clusters Score -1.383396e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -13835355.000000 Penalty: 5840.356934
	Iteration 2Q: 3 clusters Score -1.383536e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -13837819.000000 Penalty: 5840.356934
	Iteration 3Q: 3 clusters Score -1.383782e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -13841997.000000 Penalty: 5840.356934
	Iteration 4F: 3 clusters Score -1.3842e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -13848669.000000 Penalty: 5840.356934
	Iteration 5F: 3 clusters Score -1.384867e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -13857670.000000 Penalty: 5840.356934
	Iteration 6F: 3 clusters Score -1.385767e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -13867108.000000 Penalty: 5840.356934
	Iteration 7F: 3 clusters Score -1.386711e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -13874318.000000 Penalty: 5840.356934
	Iteration 8F: 3 clusters Score -1.387432e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -13877925.000000 Penalty: 5840.356934
	Iteration 9Q: 3 clusters Score -1.387792e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -13879481.000000 Penalty: 5840.356934
	Iteration 10Q: 3 clusters Score -1.387948e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117273 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -13880342.000000 Penalty: 5840.356934
	Iteration 11Q: 3 clusters Score -1.388034e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118359 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -13880927.000000 Penalty: 5840.356934
	Iteration 12Q: 3 clusters Score -1.388093e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -13881342.000000 Penalty: 5840.356934
	Iteration 13Q: 3 clusters Score -1.388134e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120076 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -13881622.000000 Penalty: 5840.356934
	Iteration 14Q: 3 clusters Score -1.388162e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -13881821.000000 Penalty: 5840.356934
	Iteration 15Q: 3 clusters Score -1.388182e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121395 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -13881963.000000 Penalty: 5840.356934
	Iteration 16Q: 3 clusters Score -1.388196e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -13882147.000000 Penalty: 5840.356934
	Iteration 17Q: 3 clusters Score -1.388215e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -13882304.000000 Penalty: 5840.356934
	Iteration 18Q: 3 clusters Score -1.38823e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -13882479.000000 Penalty: 5840.356934
	Iteration 19Q: 3 clusters Score -1.388248e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123404 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -13882612.000000 Penalty: 5840.356934
	Iteration 20F: 3 clusters Score -1.388261e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -13882756.000000 Penalty: 5840.356934
	Iteration 21Q: 3 clusters Score -1.388276e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -13882829.000000 Penalty: 5840.356934
	Iteration 22Q: 3 clusters Score -1.388283e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124436 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -13882919.000000 Penalty: 5840.356934
	Iteration 23Q: 3 clusters Score -1.388292e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124718 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13883007.000000 Penalty: 5840.356934
	Iteration 24Q: 3 clusters Score -1.388301e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -13883036.000000 Penalty: 5840.356934
	Iteration 25Q: 3 clusters Score -1.388304e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -13883091.000000 Penalty: 5840.356934
	Iteration 26Q: 3 clusters Score -1.388309e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -13883120.000000 Penalty: 5840.356934
	Iteration 27Q: 3 clusters Score -1.388312e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -13883155.000000 Penalty: 5840.356934
	Iteration 28Q: 3 clusters Score -1.388316e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -13883163.000000 Penalty: 5840.356934
	Iteration 29Q: 3 clusters Score -1.388316e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -13883177.000000 Penalty: 5840.356934
	Iteration 30Q: 3 clusters Score -1.388318e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -13883165.000000 Penalty: 5840.356934
	Iteration 31Q: 3 clusters Score -1.388316e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -13883185.000000 Penalty: 5840.356934
	Iteration 32Q: 3 clusters Score -1.388318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -13883196.000000 Penalty: 5840.356934
	Iteration 33Q: 3 clusters Score -1.38832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -13883186.000000 Penalty: 5840.356934
	Iteration 34Q: 3 clusters Score -1.388319e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126106 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -13883181.000000 Penalty: 5840.356934
	Iteration 35Q: 3 clusters Score -1.388318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -13883183.000000 Penalty: 5840.356934
	Iteration 36Q: 3 clusters Score -1.388318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -13883178.000000 Penalty: 5840.356934
	Iteration 37Q: 3 clusters Score -1.388318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126231 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -13883194.000000 Penalty: 5840.356934
	Iteration 38Q: 3 clusters Score -1.388319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126263 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -13883210.000000 Penalty: 5840.356934
	Iteration 39Q: 3 clusters Score -1.388321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126304 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -13883212.000000 Penalty: 5840.356934
	Iteration 40F: 3 clusters Score -1.388321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -13883232.000000 Penalty: 5840.356934
	Iteration 41Q: 3 clusters Score -1.388323e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -13883236.000000 Penalty: 5840.356934
	Iteration 42Q: 3 clusters Score -1.388324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13883240.000000 Penalty: 5840.356934
	Iteration 43Q: 3 clusters Score -1.388324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13883259.000000 Penalty: 5840.356934
	Iteration 44Q: 3 clusters Score -1.388326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126497 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -13883272.000000 Penalty: 5840.356934
	Iteration 45Q: 3 clusters Score -1.388327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126524 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -13883279.000000 Penalty: 5840.356934
	Iteration 46Q: 3 clusters Score -1.388328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -13883284.000000 Penalty: 5840.356934
	Iteration 47Q: 3 clusters Score -1.388328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -13883300.000000 Penalty: 5840.356934
	Iteration 48Q: 3 clusters Score -1.38833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126603 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -13883321.000000 Penalty: 5840.356934
	Iteration 49Q: 3 clusters Score -1.388332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -13883320.000000 Penalty: 5840.356934
	Iteration 50Q: 3 clusters Score -1.388332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -13883313.000000 Penalty: 5840.356934
	Iteration 51Q: 3 clusters Score -1.388331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126683 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -13883322.000000 Penalty: 5840.356934
	Iteration 52Q: 3 clusters Score -1.388332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -13883330.000000 Penalty: 5840.356934
	Iteration 53Q: 3 clusters Score -1.388333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -13883337.000000 Penalty: 5840.356934
	Iteration 54Q: 3 clusters Score -1.388334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126755 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -13883323.000000 Penalty: 5840.356934
	Iteration 55Q: 3 clusters Score -1.388332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -13883299.000000 Penalty: 5840.356934
	Iteration 56Q: 3 clusters Score -1.38833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -13883311.000000 Penalty: 5840.356934
	Iteration 57Q: 3 clusters Score -1.388331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -13883310.000000 Penalty: 5840.356934
	Iteration 58Q: 3 clusters Score -1.388331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126827 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -13883324.000000 Penalty: 5840.356934
	Iteration 59Q: 3 clusters Score -1.388332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126851 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -13883327.000000 Penalty: 5840.356934
	Iteration 60F: 3 clusters Score -1.388333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -13883325.000000 Penalty: 5840.356934
	Iteration 61Q: 3 clusters Score -1.388332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13883325.000000 Penalty: 5840.356934
	Iteration 62Q: 3 clusters Score -1.388332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -13883321.000000 Penalty: 5840.356934
	Iteration 63Q: 3 clusters Score -1.388332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -13883313.000000 Penalty: 5840.356934
	Iteration 64Q: 3 clusters Score -1.388331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -13883312.000000 Penalty: 5840.356934
	Iteration 65Q: 3 clusters Score -1.388331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -13883319.000000 Penalty: 5840.356934
	Iteration 66Q: 3 clusters Score -1.388332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -13883311.000000 Penalty: 5840.356934
	Iteration 67Q: 3 clusters Score -1.388331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13883327.000000 Penalty: 5840.356934
	Iteration 68Q: 3 clusters Score -1.388333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13883342.000000 Penalty: 5840.356934
	Iteration 69Q: 3 clusters Score -1.388334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -13883330.000000 Penalty: 5840.356934
	Iteration 70Q: 3 clusters Score -1.388333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -13883333.000000 Penalty: 5840.356934
	Iteration 71Q: 3 clusters Score -1.388333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -13883328.000000 Penalty: 5840.356934
	Iteration 72Q: 3 clusters Score -1.388333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -13883333.000000 Penalty: 5840.356934
	Iteration 73Q: 3 clusters Score -1.388333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -13883337.000000 Penalty: 5840.356934
	Iteration 74Q: 3 clusters Score -1.388334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -13883337.000000 Penalty: 5840.356934
	Iteration 75F: 3 clusters Score -1.388334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -294455.656250 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -294455.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -290986.375000 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -290986.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -291748.312500 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -291748.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -291982.375000 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -291982.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -292087.531250 Penalty: 4024.705078
	Iteration 3F: 3 clusters Score -292087.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -292145.218750 Penalty: 4024.705078
	Iteration 4Q: 3 clusters Score -292145.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -292186.031250 Penalty: 4024.705078
	Iteration 5Q: 3 clusters Score -292186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -292206.250000 Penalty: 4024.705078
	Iteration 6Q: 3 clusters Score -292206.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -292220.906250 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -292220.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -292239.375000 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -292239.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -292257.687500 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -292257.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -292272.593750 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -292272.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -292288.718750 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -292288.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -292303.562500 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -292303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -292315.375000 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -292315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -292324.187500 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -292324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -292330.687500 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -292330.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -292335.500000 Penalty: 4024.705078
	Iteration 16Q: 3 clusters Score -292335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -292339.718750 Penalty: 4024.705078
	Iteration 17Q: 3 clusters Score -292339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -292342.156250 Penalty: 4024.705078
	Iteration 18Q: 3 clusters Score -292342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -292345.187500 Penalty: 4024.705078
	Iteration 19Q: 3 clusters Score -292345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -292350.125000 Penalty: 4024.705078
	Iteration 20F: 3 clusters Score -292350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -292357.500000 Penalty: 4024.705078
	Iteration 21Q: 3 clusters Score -292357.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -292364.625000 Penalty: 4024.705078
	Iteration 22Q: 3 clusters Score -292364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -292372.718750 Penalty: 4024.705078
	Iteration 23Q: 3 clusters Score -292372.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -292383.531250 Penalty: 4024.705078
	Iteration 24Q: 3 clusters Score -292383.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -292391.125000 Penalty: 4024.705078
	Iteration 25Q: 3 clusters Score -292391.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -292397.468750 Penalty: 4024.705078
	Iteration 26Q: 3 clusters Score -292397.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -292407.968750 Penalty: 4024.705078
	Iteration 27Q: 3 clusters Score -292408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -292420.093750 Penalty: 4024.705078
	Iteration 28Q: 3 clusters Score -292420.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -292435.343750 Penalty: 4024.705078
	Iteration 29Q: 3 clusters Score -292435.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -292446.750000 Penalty: 4024.705078
	Iteration 30Q: 3 clusters Score -292446.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -292459.281250 Penalty: 4024.705078
	Iteration 31Q: 3 clusters Score -292459.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -292472.656250 Penalty: 4024.705078
	Iteration 32Q: 3 clusters Score -292472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -292477.781250 Penalty: 4024.705078
	Iteration 33Q: 3 clusters Score -292477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -292484.968750 Penalty: 4024.705078
	Iteration 34Q: 3 clusters Score -292485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -292491.812500 Penalty: 4024.705078
	Iteration 35Q: 3 clusters Score -292491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -292496.656250 Penalty: 4024.705078
	Iteration 36Q: 3 clusters Score -292496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -292500.656250 Penalty: 4024.705078
	Iteration 37Q: 3 clusters Score -292500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -292505.187500 Penalty: 4024.705078
	Iteration 38Q: 3 clusters Score -292505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -292507.500000 Penalty: 4024.705078
	Iteration 39Q: 3 clusters Score -292507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -292510.312500 Penalty: 4024.705078
	Iteration 40F: 3 clusters Score -292510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -292514.031250 Penalty: 4024.705078
	Iteration 41Q: 3 clusters Score -292514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -292517.718750 Penalty: 4024.705078
	Iteration 42Q: 3 clusters Score -292517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -292520.656250 Penalty: 4024.705078
	Iteration 43Q: 3 clusters Score -292520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -292523.937500 Penalty: 4024.705078
	Iteration 44Q: 3 clusters Score -292523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -292525.218750 Penalty: 4024.705078
	Iteration 45Q: 3 clusters Score -292525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -292529.437500 Penalty: 4024.705078
	Iteration 46Q: 3 clusters Score -292529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -292533.625000 Penalty: 4024.705078
	Iteration 47Q: 3 clusters Score -292533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -292536.656250 Penalty: 4024.705078
	Iteration 48Q: 3 clusters Score -292536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -292538.156250 Penalty: 4024.705078
	Iteration 49Q: 3 clusters Score -292538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -292541.875000 Penalty: 4024.705078
	Iteration 50Q: 3 clusters Score -292541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -292545.187500 Penalty: 4024.705078
	Iteration 51Q: 3 clusters Score -292545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -292547.093750 Penalty: 4024.705078
	Iteration 52Q: 3 clusters Score -292547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -292548.250000 Penalty: 4024.705078
	Iteration 53Q: 3 clusters Score -292548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -292551.312500 Penalty: 4024.705078
	Iteration 54Q: 3 clusters Score -292551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -292557.593750 Penalty: 4024.705078
	Iteration 55Q: 3 clusters Score -292557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -292562.593750 Penalty: 4024.705078
	Iteration 56Q: 3 clusters Score -292562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -292567.781250 Penalty: 4024.705078
	Iteration 57Q: 3 clusters Score -292567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -292571.156250 Penalty: 4024.705078
	Iteration 58Q: 3 clusters Score -292571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -292574.843750 Penalty: 4024.705078
	Iteration 59Q: 3 clusters Score -292574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -292580.187500 Penalty: 4024.705078
	Iteration 60F: 3 clusters Score -292580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -292581.187500 Penalty: 4024.705078
	Iteration 61Q: 3 clusters Score -292581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -292584.718750 Penalty: 4024.705078
	Iteration 62Q: 3 clusters Score -292584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -292586.156250 Penalty: 4024.705078
	Iteration 63Q: 3 clusters Score -292586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -292588.062500 Penalty: 4024.705078
	Iteration 64Q: 3 clusters Score -292588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -292588.562500 Penalty: 4024.705078
	Iteration 65Q: 3 clusters Score -292588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -292590.093750 Penalty: 4024.705078
	Iteration 66Q: 3 clusters Score -292590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -292592.343750 Penalty: 4024.705078
	Iteration 67Q: 3 clusters Score -292592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -292595.500000 Penalty: 4024.705078
	Iteration 68Q: 3 clusters Score -292595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -292598.562500 Penalty: 4024.705078
	Iteration 69Q: 3 clusters Score -292598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -292600.187500 Penalty: 4024.705078
	Iteration 70Q: 3 clusters Score -292600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -292604.125000 Penalty: 4024.705078
	Iteration 71Q: 3 clusters Score -292604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -292611.531250 Penalty: 4024.705078
	Iteration 72Q: 3 clusters Score -292611.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -292615.968750 Penalty: 4024.705078
	Iteration 73Q: 3 clusters Score -292616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -292619.031250 Penalty: 4024.705078
	Iteration 74Q: 3 clusters Score -292619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -292620.812500 Penalty: 4024.705078
	Iteration 75Q: 3 clusters Score -292620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -292623.250000 Penalty: 4024.705078
	Iteration 76Q: 3 clusters Score -292623.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -292625.093750 Penalty: 4024.705078
	Iteration 77Q: 3 clusters Score -292625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -292625.343750 Penalty: 4024.705078
	Iteration 78Q: 3 clusters Score -292625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -292626.187500 Penalty: 4024.705078
	Iteration 79Q: 3 clusters Score -292626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -292626.593750 Penalty: 4024.705078
	Iteration 80F: 3 clusters Score -292626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -292628.031250 Penalty: 4024.705078
	Iteration 81Q: 3 clusters Score -292628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -292632.687500 Penalty: 4024.705078
	Iteration 82Q: 3 clusters Score -292632.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -292639.125000 Penalty: 4024.705078
	Iteration 83Q: 3 clusters Score -292639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -292643.968750 Penalty: 4024.705078
	Iteration 84Q: 3 clusters Score -292644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -292650.562500 Penalty: 4024.705078
	Iteration 85Q: 3 clusters Score -292650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -292656.750000 Penalty: 4024.705078
	Iteration 86Q: 3 clusters Score -292656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -292662.906250 Penalty: 4024.705078
	Iteration 87Q: 3 clusters Score -292662.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -292667.812500 Penalty: 4024.705078
	Iteration 88Q: 3 clusters Score -292667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -292673.000000 Penalty: 4024.705078
	Iteration 89Q: 3 clusters Score -292673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -292678.312500 Penalty: 4024.705078
	Iteration 90Q: 3 clusters Score -292678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -292680.937500 Penalty: 4024.705078
	Iteration 91Q: 3 clusters Score -292680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -292684.343750 Penalty: 4024.705078
	Iteration 92Q: 3 clusters Score -292684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -292686.875000 Penalty: 4024.705078
	Iteration 93Q: 3 clusters Score -292686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -292690.500000 Penalty: 4024.705078
	Iteration 94Q: 3 clusters Score -292690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -292694.593750 Penalty: 4024.705078
	Iteration 95Q: 3 clusters Score -292694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -292698.093750 Penalty: 4024.705078
	Iteration 96Q: 3 clusters Score -292698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -292701.281250 Penalty: 4024.705078
	Iteration 97Q: 3 clusters Score -292701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -292704.531250 Penalty: 4024.705078
	Iteration 98Q: 3 clusters Score -292704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -292707.031250 Penalty: 4024.705078
	Iteration 99Q: 3 clusters Score -292707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -292709.312500 Penalty: 4024.705078
	Iteration 100F: 3 clusters Score -292709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -292711.781250 Penalty: 4024.705078
	Iteration 101Q: 3 clusters Score -292711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -292712.000000 Penalty: 4024.705078
	Iteration 102Q: 3 clusters Score -292712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -292712.000000 Penalty: 4024.705078
	Iteration 103F: 3 clusters Score -292712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Entering Unmasked Estep 
Score: -5861193.500000 Penalty: 2708.412109
	Iteration 0F: 2 clusters Score -5861194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -5824076.000000 Penalty: 5416.824219
	Iteration 0F: 3 clusters Score -5824076 nChanged 25593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5838208.000000 Penalty: 5416.824219
	Iteration 1F: 3 clusters Score -5838208 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5838591.000000 Penalty: 5416.824219
	Iteration 2Q: 3 clusters Score -5838591 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5838939.000000 Penalty: 5416.824219
	Iteration 3Q: 3 clusters Score -5838939 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5839241.000000 Penalty: 5416.824219
	Iteration 4Q: 3 clusters Score -5839241 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5839531.500000 Penalty: 5416.824219
	Iteration 5Q: 3 clusters Score -5839532 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5839825.500000 Penalty: 5416.824219
	Iteration 6Q: 3 clusters Score -5839826 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -5840345.000000 Penalty: 5416.824219
	Iteration 7Q: 3 clusters Score -5840345 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5840965.000000 Penalty: 5416.824219
	Iteration 8Q: 3 clusters Score -5840965 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5842066.000000 Penalty: 5416.824219
	Iteration 9Q: 3 clusters Score -5842066 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5843891.000000 Penalty: 5416.824219
	Iteration 10F: 3 clusters Score -5843891 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5846681.500000 Penalty: 5416.824219
	Iteration 11F: 3 clusters Score -5846682 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -5850425.000000 Penalty: 5416.824219
	Iteration 12F: 3 clusters Score -5850425 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5854295.500000 Penalty: 5416.824219
	Iteration 13F: 3 clusters Score -5854296 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5856896.500000 Penalty: 5416.824219
	Iteration 14Q: 3 clusters Score -5856896 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5858098.500000 Penalty: 5416.824219
	Iteration 15Q: 3 clusters Score -5858098 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5858539.000000 Penalty: 5416.824219
	Iteration 16Q: 3 clusters Score -5858539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5858670.000000 Penalty: 5416.824219
	Iteration 17Q: 3 clusters Score -5858670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5858736.500000 Penalty: 5416.824219
	Iteration 18Q: 3 clusters Score -5858736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5858778.000000 Penalty: 5416.824219
	Iteration 19Q: 3 clusters Score -5858778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5858788.000000 Penalty: 5416.824219
	Iteration 20F: 3 clusters Score -5858788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5858794.000000 Penalty: 5416.824219
	Iteration 21Q: 3 clusters Score -5858794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5858800.500000 Penalty: 5416.824219
	Iteration 22Q: 3 clusters Score -5858800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5858803.000000 Penalty: 5416.824219
	Iteration 23Q: 3 clusters Score -5858803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5858803.000000 Penalty: 5416.824219
	Iteration 24F: 3 clusters Score -5858803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Entering Unmasked Estep 
Score: -1880168.625000 Penalty: 2421.556396
	Iteration 0F: 2 clusters Score -1880169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1867730.750000 Penalty: 4843.112793
	Iteration 0F: 3 clusters Score -1867731 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1871832.625000 Penalty: 4843.112793
	Iteration 1F: 3 clusters Score -1871833 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1872182.250000 Penalty: 4843.112793
	Iteration 2F: 3 clusters Score -1872182 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1872466.750000 Penalty: 4843.112793
	Iteration 3Q: 3 clusters Score -1872467 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1872730.750000 Penalty: 4843.112793
	Iteration 4Q: 3 clusters Score -1872731 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1872995.375000 Penalty: 4843.112793
	Iteration 5Q: 3 clusters Score -1872995 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1873329.000000 Penalty: 4843.112793
	Iteration 6Q: 3 clusters Score -1873329 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1873787.375000 Penalty: 4843.112793
	Iteration 7Q: 3 clusters Score -1873787 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1874435.125000 Penalty: 4843.112793
	Iteration 8F: 3 clusters Score -1874435 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1875263.250000 Penalty: 4843.112793
	Iteration 9F: 3 clusters Score -1875263 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1876140.625000 Penalty: 4843.112793
	Iteration 10F: 3 clusters Score -1876141 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1876956.750000 Penalty: 4843.112793
	Iteration 11F: 3 clusters Score -1876957 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1877538.125000 Penalty: 4843.112793
	Iteration 12Q: 3 clusters Score -1877538 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1877833.375000 Penalty: 4843.112793
	Iteration 13Q: 3 clusters Score -1877833 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1878023.750000 Penalty: 4843.112793
	Iteration 14Q: 3 clusters Score -1878024 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1878125.625000 Penalty: 4843.112793
	Iteration 15Q: 3 clusters Score -1878126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1878184.750000 Penalty: 4843.112793
	Iteration 16Q: 3 clusters Score -1878185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1878236.250000 Penalty: 4843.112793
	Iteration 17Q: 3 clusters Score -1878236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1878263.000000 Penalty: 4843.112793
	Iteration 18Q: 3 clusters Score -1878263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1878279.500000 Penalty: 4843.112793
	Iteration 19Q: 3 clusters Score -1878280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1878305.125000 Penalty: 4843.112793
	Iteration 20F: 3 clusters Score -1878305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1878322.500000 Penalty: 4843.112793
	Iteration 21Q: 3 clusters Score -1878322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1878325.500000 Penalty: 4843.112793
	Iteration 22Q: 3 clusters Score -1878326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1878331.875000 Penalty: 4843.112793
	Iteration 23Q: 3 clusters Score -1878332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1878333.375000 Penalty: 4843.112793
	Iteration 24Q: 3 clusters Score -1878333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1878343.000000 Penalty: 4843.112793
	Iteration 25Q: 3 clusters Score -1878343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1878343.500000 Penalty: 4843.112793
	Iteration 26Q: 3 clusters Score -1878344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1878351.750000 Penalty: 4843.112793
	Iteration 27Q: 3 clusters Score -1878352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1878354.500000 Penalty: 4843.112793
	Iteration 28Q: 3 clusters Score -1878354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1878357.000000 Penalty: 4843.112793
	Iteration 29Q: 3 clusters Score -1878357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1878364.125000 Penalty: 4843.112793
	Iteration 30Q: 3 clusters Score -1878364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1878366.000000 Penalty: 4843.112793
	Iteration 31Q: 3 clusters Score -1878366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1878364.625000 Penalty: 4843.112793
	Iteration 32Q: 3 clusters Score -1878365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1878366.000000 Penalty: 4843.112793
	Iteration 33Q: 3 clusters Score -1878366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1878369.500000 Penalty: 4843.112793
	Iteration 34Q: 3 clusters Score -1878370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1878370.875000 Penalty: 4843.112793
	Iteration 35Q: 3 clusters Score -1878371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1878370.750000 Penalty: 4843.112793
	Iteration 36Q: 3 clusters Score -1878371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1878372.375000 Penalty: 4843.112793
	Iteration 37Q: 3 clusters Score -1878372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1878372.375000 Penalty: 4843.112793
	Iteration 38F: 3 clusters Score -1878372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179439 members 
Entering Unmasked Estep 
Score: -19156062.000000 Penalty: 3000.202393
	Iteration 0F: 2 clusters Score -1.915606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -19035210.000000 Penalty: 6000.404785
	Iteration 0F: 3 clusters Score -1.903521e+07 nChanged 86189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -19086804.000000 Penalty: 6000.404785
	Iteration 1F: 3 clusters Score -1.90868e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -19088834.000000 Penalty: 6000.404785
	Iteration 2Q: 3 clusters Score -1.908883e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -19091880.000000 Penalty: 6000.404785
	Iteration 3Q: 3 clusters Score -1.909188e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -19096674.000000 Penalty: 6000.404785
	Iteration 4Q: 3 clusters Score -1.909667e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -19103922.000000 Penalty: 6000.404785
	Iteration 5F: 3 clusters Score -1.910392e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133488 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -19114120.000000 Penalty: 6000.404785
	Iteration 6F: 3 clusters Score -1.911412e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146503 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -19125692.000000 Penalty: 6000.404785
	Iteration 7F: 3 clusters Score -1.912569e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -19136096.000000 Penalty: 6000.404785
	Iteration 8F: 3 clusters Score -1.91361e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -19143528.000000 Penalty: 6000.404785
	Iteration 9Q: 3 clusters Score -1.914353e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -19148288.000000 Penalty: 6000.404785
	Iteration 10Q: 3 clusters Score -1.914829e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -19150768.000000 Penalty: 6000.404785
	Iteration 11Q: 3 clusters Score -1.915077e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176799 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19152090.000000 Penalty: 6000.404785
	Iteration 12Q: 3 clusters Score -1.915209e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177648 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19152752.000000 Penalty: 6000.404785
	Iteration 13Q: 3 clusters Score -1.915275e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178089 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19153174.000000 Penalty: 6000.404785
	Iteration 14Q: 3 clusters Score -1.915317e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178313 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19153346.000000 Penalty: 6000.404785
	Iteration 15Q: 3 clusters Score -1.915335e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19153452.000000 Penalty: 6000.404785
	Iteration 16Q: 3 clusters Score -1.915345e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178500 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19153506.000000 Penalty: 6000.404785
	Iteration 17Q: 3 clusters Score -1.915351e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19153504.000000 Penalty: 6000.404785
	Iteration 18Q: 3 clusters Score -1.91535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178599 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19153550.000000 Penalty: 6000.404785
	Iteration 19Q: 3 clusters Score -1.915355e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19153568.000000 Penalty: 6000.404785
	Iteration 20F: 3 clusters Score -1.915357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19153602.000000 Penalty: 6000.404785
	Iteration 21Q: 3 clusters Score -1.91536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -19153612.000000 Penalty: 6000.404785
	Iteration 22Q: 3 clusters Score -1.915361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -19153636.000000 Penalty: 6000.404785
	Iteration 23Q: 3 clusters Score -1.915364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19153672.000000 Penalty: 6000.404785
	Iteration 24Q: 3 clusters Score -1.915367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178719 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -19153670.000000 Penalty: 6000.404785
	Iteration 25Q: 3 clusters Score -1.915367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178727 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19153672.000000 Penalty: 6000.404785
	Iteration 26Q: 3 clusters Score -1.915367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19153690.000000 Penalty: 6000.404785
	Iteration 27Q: 3 clusters Score -1.915369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -19153694.000000 Penalty: 6000.404785
	Iteration 28Q: 3 clusters Score -1.915369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178751 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -19153702.000000 Penalty: 6000.404785
	Iteration 29Q: 3 clusters Score -1.91537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19153702.000000 Penalty: 6000.404785
	Iteration 30Q: 3 clusters Score -1.91537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19153700.000000 Penalty: 6000.404785
	Iteration 31Q: 3 clusters Score -1.91537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19153708.000000 Penalty: 6000.404785
	Iteration 32Q: 3 clusters Score -1.915371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19153696.000000 Penalty: 6000.404785
	Iteration 33Q: 3 clusters Score -1.91537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19153698.000000 Penalty: 6000.404785
	Iteration 34Q: 3 clusters Score -1.91537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19153718.000000 Penalty: 6000.404785
	Iteration 35Q: 3 clusters Score -1.915372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19153720.000000 Penalty: 6000.404785
	Iteration 36Q: 3 clusters Score -1.915372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19153720.000000 Penalty: 6000.404785
	Iteration 37F: 3 clusters Score -1.915372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Entering Unmasked Estep 
Score: -1492540.000000 Penalty: 2372.277344
	Iteration 0F: 2 clusters Score -1492540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1482117.000000 Penalty: 4744.554688
	Iteration 0F: 3 clusters Score -1482117 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1485327.750000 Penalty: 4744.554688
	Iteration 1F: 3 clusters Score -1485328 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1485712.500000 Penalty: 4744.554688
	Iteration 2F: 3 clusters Score -1485712 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1486043.375000 Penalty: 4744.554688
	Iteration 3F: 3 clusters Score -1486043 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1486349.625000 Penalty: 4744.554688
	Iteration 4Q: 3 clusters Score -1486350 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1486627.125000 Penalty: 4744.554688
	Iteration 5Q: 3 clusters Score -1486627 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1486905.875000 Penalty: 4744.554688
	Iteration 6Q: 3 clusters Score -1486906 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1487199.500000 Penalty: 4744.554688
	Iteration 7Q: 3 clusters Score -1487200 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1487514.250000 Penalty: 4744.554688
	Iteration 8Q: 3 clusters Score -1487514 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1487837.625000 Penalty: 4744.554688
	Iteration 9Q: 3 clusters Score -1487838 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1488095.625000 Penalty: 4744.554688
	Iteration 10Q: 3 clusters Score -1488096 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1488317.625000 Penalty: 4744.554688
	Iteration 11Q: 3 clusters Score -1488318 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1488530.625000 Penalty: 4744.554688
	Iteration 12Q: 3 clusters Score -1488531 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1488728.750000 Penalty: 4744.554688
	Iteration 13Q: 3 clusters Score -1488729 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1488907.125000 Penalty: 4744.554688
	Iteration 14Q: 3 clusters Score -1488907 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1489071.375000 Penalty: 4744.554688
	Iteration 15Q: 3 clusters Score -1489071 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1489214.875000 Penalty: 4744.554688
	Iteration 16Q: 3 clusters Score -1489215 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1489391.375000 Penalty: 4744.554688
	Iteration 17Q: 3 clusters Score -1489391 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1489560.750000 Penalty: 4744.554688
	Iteration 18Q: 3 clusters Score -1489561 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1489736.500000 Penalty: 4744.554688
	Iteration 19Q: 3 clusters Score -1489736 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1489903.125000 Penalty: 4744.554688
	Iteration 20F: 3 clusters Score -1489903 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1490071.875000 Penalty: 4744.554688
	Iteration 21Q: 3 clusters Score -1490072 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1490225.750000 Penalty: 4744.554688
	Iteration 22Q: 3 clusters Score -1490226 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1490340.250000 Penalty: 4744.554688
	Iteration 23Q: 3 clusters Score -1490340 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1490415.250000 Penalty: 4744.554688
	Iteration 24Q: 3 clusters Score -1490415 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1490485.250000 Penalty: 4744.554688
	Iteration 25Q: 3 clusters Score -1490485 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1490520.875000 Penalty: 4744.554688
	Iteration 26Q: 3 clusters Score -1490521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1490554.500000 Penalty: 4744.554688
	Iteration 27Q: 3 clusters Score -1490554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1490574.125000 Penalty: 4744.554688
	Iteration 28Q: 3 clusters Score -1490574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1490589.125000 Penalty: 4744.554688
	Iteration 29Q: 3 clusters Score -1490589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1490600.625000 Penalty: 4744.554688
	Iteration 30Q: 3 clusters Score -1490601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1490616.000000 Penalty: 4744.554688
	Iteration 31Q: 3 clusters Score -1490616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1490625.250000 Penalty: 4744.554688
	Iteration 32Q: 3 clusters Score -1490625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1490630.750000 Penalty: 4744.554688
	Iteration 33Q: 3 clusters Score -1490631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1490644.750000 Penalty: 4744.554688
	Iteration 34Q: 3 clusters Score -1490645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1490652.000000 Penalty: 4744.554688
	Iteration 35Q: 3 clusters Score -1490652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1490657.000000 Penalty: 4744.554688
	Iteration 36Q: 3 clusters Score -1490657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1490663.875000 Penalty: 4744.554688
	Iteration 37Q: 3 clusters Score -1490664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1490672.250000 Penalty: 4744.554688
	Iteration 38Q: 3 clusters Score -1490672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1490671.750000 Penalty: 4744.554688
	Iteration 39Q: 3 clusters Score -1490672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1490681.125000 Penalty: 4744.554688
	Iteration 40F: 3 clusters Score -1490681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1490681.625000 Penalty: 4744.554688
	Iteration 41Q: 3 clusters Score -1490682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1490686.250000 Penalty: 4744.554688
	Iteration 42Q: 3 clusters Score -1490686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1490687.125000 Penalty: 4744.554688
	Iteration 43Q: 3 clusters Score -1490687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1490691.250000 Penalty: 4744.554688
	Iteration 44Q: 3 clusters Score -1490691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1490689.875000 Penalty: 4744.554688
	Iteration 45Q: 3 clusters Score -1490690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1490696.875000 Penalty: 4744.554688
	Iteration 46Q: 3 clusters Score -1490697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1490696.250000 Penalty: 4744.554688
	Iteration 47Q: 3 clusters Score -1490696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1490695.125000 Penalty: 4744.554688
	Iteration 48Q: 3 clusters Score -1490695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1490699.625000 Penalty: 4744.554688
	Iteration 49Q: 3 clusters Score -1490700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1490701.875000 Penalty: 4744.554688
	Iteration 50Q: 3 clusters Score -1490702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1490703.625000 Penalty: 4744.554688
	Iteration 51Q: 3 clusters Score -1490704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1490705.000000 Penalty: 4744.554688
	Iteration 52Q: 3 clusters Score -1490705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1490710.750000 Penalty: 4744.554688
	Iteration 53Q: 3 clusters Score -1490711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1490709.000000 Penalty: 4744.554688
	Iteration 54Q: 3 clusters Score -1490709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1490710.500000 Penalty: 4744.554688
	Iteration 55Q: 3 clusters Score -1490710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1490710.250000 Penalty: 4744.554688
	Iteration 56Q: 3 clusters Score -1490710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1490710.250000 Penalty: 4744.554688
	Iteration 57Q: 3 clusters Score -1490710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1490708.500000 Penalty: 4744.554688
	Iteration 58Q: 3 clusters Score -1490708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1490711.000000 Penalty: 4744.554688
	Iteration 59Q: 3 clusters Score -1490711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1490713.500000 Penalty: 4744.554688
	Iteration 60F: 3 clusters Score -1490714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1490714.500000 Penalty: 4744.554688
	Iteration 61Q: 3 clusters Score -1490714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1490714.250000 Penalty: 4744.554688
	Iteration 62Q: 3 clusters Score -1490714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1490717.375000 Penalty: 4744.554688
	Iteration 63Q: 3 clusters Score -1490717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1490718.250000 Penalty: 4744.554688
	Iteration 64Q: 3 clusters Score -1490718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1490717.125000 Penalty: 4744.554688
	Iteration 65Q: 3 clusters Score -1490717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1490720.000000 Penalty: 4744.554688
	Iteration 66Q: 3 clusters Score -1490720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1490719.625000 Penalty: 4744.554688
	Iteration 67Q: 3 clusters Score -1490720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1490720.000000 Penalty: 4744.554688
	Iteration 68Q: 3 clusters Score -1490720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1490718.375000 Penalty: 4744.554688
	Iteration 69Q: 3 clusters Score -1490718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1490717.500000 Penalty: 4744.554688
	Iteration 70Q: 3 clusters Score -1490718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1490717.500000 Penalty: 4744.554688
	Iteration 71F: 3 clusters Score -1490718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Entering Unmasked Estep 
Score: -6252432.500000 Penalty: 2732.103271
	Iteration 0F: 2 clusters Score -6252432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -6211448.000000 Penalty: 5464.206543
	Iteration 0F: 3 clusters Score -6211448 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6226886.500000 Penalty: 5464.206543
	Iteration 1F: 3 clusters Score -6226886 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -6227375.500000 Penalty: 5464.206543
	Iteration 2Q: 3 clusters Score -6227376 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -6227884.000000 Penalty: 5464.206543
	Iteration 3Q: 3 clusters Score -6227884 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -6228388.000000 Penalty: 5464.206543
	Iteration 4Q: 3 clusters Score -6228388 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -6228918.500000 Penalty: 5464.206543
	Iteration 5Q: 3 clusters Score -6228918 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -6229564.000000 Penalty: 5464.206543
	Iteration 6Q: 3 clusters Score -6229564 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6230428.500000 Penalty: 5464.206543
	Iteration 7Q: 3 clusters Score -6230428 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -6231737.000000 Penalty: 5464.206543
	Iteration 8Q: 3 clusters Score -6231737 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -6233746.000000 Penalty: 5464.206543
	Iteration 9F: 3 clusters Score -6233746 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -6236792.000000 Penalty: 5464.206543
	Iteration 10F: 3 clusters Score -6236792 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -6240837.500000 Penalty: 5464.206543
	Iteration 11F: 3 clusters Score -6240838 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6244878.500000 Penalty: 5464.206543
	Iteration 12F: 3 clusters Score -6244878 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6247639.500000 Penalty: 5464.206543
	Iteration 13Q: 3 clusters Score -6247640 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6249039.500000 Penalty: 5464.206543
	Iteration 14Q: 3 clusters Score -6249040 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6249555.500000 Penalty: 5464.206543
	Iteration 15Q: 3 clusters Score -6249556 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6249760.000000 Penalty: 5464.206543
	Iteration 16Q: 3 clusters Score -6249760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6249845.000000 Penalty: 5464.206543
	Iteration 17Q: 3 clusters Score -6249845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6249912.000000 Penalty: 5464.206543
	Iteration 18Q: 3 clusters Score -6249912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6249949.500000 Penalty: 5464.206543
	Iteration 19Q: 3 clusters Score -6249950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6249971.500000 Penalty: 5464.206543
	Iteration 20F: 3 clusters Score -6249972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6249996.000000 Penalty: 5464.206543
	Iteration 21Q: 3 clusters Score -6249996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6249994.500000 Penalty: 5464.206543
	Iteration 22Q: 3 clusters Score -6249994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6249996.500000 Penalty: 5464.206543
	Iteration 23Q: 3 clusters Score -6249996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6250007.500000 Penalty: 5464.206543
	Iteration 24Q: 3 clusters Score -6250008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6250005.500000 Penalty: 5464.206543
	Iteration 25Q: 3 clusters Score -6250006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6250012.000000 Penalty: 5464.206543
	Iteration 26Q: 3 clusters Score -6250012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6250021.500000 Penalty: 5464.206543
	Iteration 27Q: 3 clusters Score -6250022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6250022.500000 Penalty: 5464.206543
	Iteration 28Q: 3 clusters Score -6250022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6250022.500000 Penalty: 5464.206543
	Iteration 29F: 3 clusters Score -6250022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -249004.500000 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -249004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -246025.468750 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -246025.5 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -246648.953125 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -246649 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -246861.984375 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -246862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -246995.125000 Penalty: 3881.123535
	Iteration 3F: 3 clusters Score -246995.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -247128.468750 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -247128.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -247239.968750 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -247240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -247334.750000 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -247334.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -247427.609375 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -247427.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -247514.984375 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -247515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -247574.390625 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -247574.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -247630.390625 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -247630.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -247674.421875 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -247674.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -247718.093750 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -247718.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247757.968750 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -247758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247787.062500 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -247787.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -247810.593750 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -247810.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -247834.718750 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -247834.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -247852.125000 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -247852.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -247865.062500 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -247865.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247873.500000 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -247873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -247877.453125 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -247877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -247880.312500 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -247880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247885.796875 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -247885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -247887.265625 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -247887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -247887.781250 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -247887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -247887.781250 Penalty: 3881.123535
	Iteration 25F: 3 clusters Score -247887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (338452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338452 members 
Entering Unmasked Estep 
Score: -35905648.000000 Penalty: 3157.570068
	Iteration 0F: 2 clusters Score -3.590565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169166 members 
Mstep: Class 2 contains 169286 members 
Entering Unmasked Estep 
Score: -35685456.000000 Penalty: 6315.140137
	Iteration 0F: 3 clusters Score -3.568546e+07 nChanged 164132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -35782424.000000 Penalty: 6315.140137
	Iteration 1F: 3 clusters Score -3.578242e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -35783376.000000 Penalty: 6315.140137
	Iteration 2Q: 3 clusters Score -3.578338e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -35784788.000000 Penalty: 6315.140137
	Iteration 3Q: 3 clusters Score -3.578479e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 182776 members 
Entering Unmasked Estep 
Score: -35786844.000000 Penalty: 6315.140137
	Iteration 4Q: 3 clusters Score -3.578684e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 189897 members 
Entering Unmasked Estep 
Score: -35789680.000000 Penalty: 6315.140137
	Iteration 5Q: 3 clusters Score -3.578968e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138104 members 
Mstep: Class 2 contains 200348 members 
Entering Unmasked Estep 
Score: -35793952.000000 Penalty: 6315.140137
	Iteration 6Q: 3 clusters Score -3.579395e+07 nChanged 16800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123142 members 
Mstep: Class 2 contains 215310 members 
Entering Unmasked Estep 
Score: -35801584.000000 Penalty: 6315.140137
	Iteration 7Q: 3 clusters Score -3.580158e+07 nChanged 21238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 235250 members 
Entering Unmasked Estep 
Score: -35814772.000000 Penalty: 6315.140137
	Iteration 8F: 3 clusters Score -3.581477e+07 nChanged 24332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 258824 members 
Entering Unmasked Estep 
Score: -35833456.000000 Penalty: 6315.140137
	Iteration 9F: 3 clusters Score -3.583346e+07 nChanged 23547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 281821 members 
Entering Unmasked Estep 
Score: -35854192.000000 Penalty: 6315.140137
	Iteration 10F: 3 clusters Score -3.585419e+07 nChanged 18270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 299653 members 
Entering Unmasked Estep 
Score: -35870664.000000 Penalty: 6315.140137
	Iteration 11F: 3 clusters Score -3.587066e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 311760 members 
Entering Unmasked Estep 
Score: -35882376.000000 Penalty: 6315.140137
	Iteration 12Q: 3 clusters Score -3.588238e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 319656 members 
Entering Unmasked Estep 
Score: -35889776.000000 Penalty: 6315.140137
	Iteration 13Q: 3 clusters Score -3.588978e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 325048 members 
Entering Unmasked Estep 
Score: -35893952.000000 Penalty: 6315.140137
	Iteration 14Q: 3 clusters Score -3.589395e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 329035 members 
Entering Unmasked Estep 
Score: -35896740.000000 Penalty: 6315.140137
	Iteration 15Q: 3 clusters Score -3.589674e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 332010 members 
Entering Unmasked Estep 
Score: -35898728.000000 Penalty: 6315.140137
	Iteration 16Q: 3 clusters Score -3.589873e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 334195 members 
Entering Unmasked Estep 
Score: -35899940.000000 Penalty: 6315.140137
	Iteration 17Q: 3 clusters Score -3.589994e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 335748 members 
Entering Unmasked Estep 
Score: -35900904.000000 Penalty: 6315.140137
	Iteration 18Q: 3 clusters Score -3.59009e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 336770 members 
Entering Unmasked Estep 
Score: -35901620.000000 Penalty: 6315.140137
	Iteration 19Q: 3 clusters Score -3.590162e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 337389 members 
Entering Unmasked Estep 
Score: -35902132.000000 Penalty: 6315.140137
	Iteration 20F: 3 clusters Score -3.590213e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 337706 members 
Entering Unmasked Estep 
Score: -35902456.000000 Penalty: 6315.140137
	Iteration 21Q: 3 clusters Score -3.590246e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 337851 members 
Entering Unmasked Estep 
Score: -35902552.000000 Penalty: 6315.140137
	Iteration 22Q: 3 clusters Score -3.590255e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 337935 members 
Entering Unmasked Estep 
Score: -35902648.000000 Penalty: 6315.140137
	Iteration 23Q: 3 clusters Score -3.590265e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 337992 members 
Entering Unmasked Estep 
Score: -35902696.000000 Penalty: 6315.140137
	Iteration 24Q: 3 clusters Score -3.59027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 338025 members 
Entering Unmasked Estep 
Score: -35902760.000000 Penalty: 6315.140137
	Iteration 25Q: 3 clusters Score -3.590276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 338049 members 
Entering Unmasked Estep 
Score: -35902784.000000 Penalty: 6315.140137
	Iteration 26Q: 3 clusters Score -3.590278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 338068 members 
Entering Unmasked Estep 
Score: -35902788.000000 Penalty: 6315.140137
	Iteration 27Q: 3 clusters Score -3.590279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 338074 members 
Entering Unmasked Estep 
Score: -35902768.000000 Penalty: 6315.140137
	Iteration 28Q: 3 clusters Score -3.590277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 338083 members 
Entering Unmasked Estep 
Score: -35902816.000000 Penalty: 6315.140137
	Iteration 29Q: 3 clusters Score -3.590282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 338088 members 
Entering Unmasked Estep 
Score: -35902804.000000 Penalty: 6315.140137
	Iteration 30Q: 3 clusters Score -3.59028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338090 members 
Entering Unmasked Estep 
Score: -35902824.000000 Penalty: 6315.140137
	Iteration 31Q: 3 clusters Score -3.590282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 338092 members 
Entering Unmasked Estep 
Score: -35902812.000000 Penalty: 6315.140137
	Iteration 32Q: 3 clusters Score -3.590281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338094 members 
Entering Unmasked Estep 
Score: -35902812.000000 Penalty: 6315.140137
	Iteration 33Q: 3 clusters Score -3.590281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338095 members 
Entering Unmasked Estep 
Score: -35902820.000000 Penalty: 6315.140137
	Iteration 34Q: 3 clusters Score -3.590282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338095 members 
Entering Unmasked Estep 
Score: -35902820.000000 Penalty: 6315.140137
	Iteration 35F: 3 clusters Score -3.590282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -57132.500000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -57132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55475.750000 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -55475.75 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55716.804688 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -55716.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55805.187500 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -55805.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55868.140625 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -55868.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55916.730469 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -55916.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55958.425781 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -55958.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55971.570312 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -55971.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55979.218750 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -55979.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55995.054688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -55995.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56018.656250 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -56018.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56029.867188 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -56029.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56039.355469 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -56039.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56065.390625 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -56065.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56108.910156 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -56108.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56142.957031 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -56142.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56159.449219 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -56159.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56172.507812 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -56172.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56182.957031 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -56182.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56184.890625 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -56184.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56188.097656 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -56188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56188.843750 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -56188.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -41895.980469 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -41895.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40395.332031 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -40395.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40596.562500 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -40596.56 nChanged 26
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: -40679.089844 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -40679.09 nChanged 15
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: -40727.894531 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -40727.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40765.113281 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -40765.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40791.164062 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -40791.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40811.214844 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -40811.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40825.183594 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -40825.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40835.019531 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -40835.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40853.421875 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -40853.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40869.433594 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -40869.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40886.550781 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -40886.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40900.472656 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -40900.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40905.109375 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -40905.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40922.441406 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -40922.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40946.382812 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -40946.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40974.246094 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -40974.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41000.570312 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -41000.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41039.890625 Penalty: 3082.445557
	Iteration 18Q: 3 clusters Score -41039.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41079.175781 Penalty: 3082.445557
	Iteration 19Q: 3 clusters Score -41079.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41151.593750 Penalty: 3082.445557
	Iteration 20F: 3 clusters Score -41151.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41222.187500 Penalty: 3082.445557
	Iteration 21Q: 3 clusters Score -41222.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41246.425781 Penalty: 3082.445557
	Iteration 22Q: 3 clusters Score -41246.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41267.125000 Penalty: 3082.445557
	Iteration 23Q: 3 clusters Score -41267.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41280.597656 Penalty: 3082.445557
	Iteration 24Q: 3 clusters Score -41280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41284.070312 Penalty: 3082.445557
	Iteration 25Q: 3 clusters Score -41284.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41293.300781 Penalty: 3082.445557
	Iteration 26Q: 3 clusters Score -41293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41302.847656 Penalty: 3082.445557
	Iteration 27Q: 3 clusters Score -41302.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41309.730469 Penalty: 3082.445557
	Iteration 28Q: 3 clusters Score -41309.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41309.730469 Penalty: 3082.445557
	Iteration 29F: 3 clusters Score -41309.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (333681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333681 members 
Entering Unmasked Estep 
Score: -35518956.000000 Penalty: 3154.049316
	Iteration 0F: 2 clusters Score -3.551896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -35302684.000000 Penalty: 6308.098633
	Iteration 0F: 3 clusters Score -3.530268e+07 nChanged 161510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -35397232.000000 Penalty: 6308.098633
	Iteration 1F: 3 clusters Score -3.539723e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 172313 members 
Entering Unmasked Estep 
Score: -35398564.000000 Penalty: 6308.098633
	Iteration 2Q: 3 clusters Score -3.539856e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -35400088.000000 Penalty: 6308.098633
	Iteration 3Q: 3 clusters Score -3.540009e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 180196 members 
Entering Unmasked Estep 
Score: -35402300.000000 Penalty: 6308.098633
	Iteration 4Q: 3 clusters Score -3.54023e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 187506 members 
Entering Unmasked Estep 
Score: -35405076.000000 Penalty: 6308.098633
	Iteration 5Q: 3 clusters Score -3.540508e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 198181 members 
Entering Unmasked Estep 
Score: -35409636.000000 Penalty: 6308.098633
	Iteration 6Q: 3 clusters Score -3.540964e+07 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120124 members 
Mstep: Class 2 contains 213557 members 
Entering Unmasked Estep 
Score: -35417484.000000 Penalty: 6308.098633
	Iteration 7F: 3 clusters Score -3.541748e+07 nChanged 21497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 234460 members 
Entering Unmasked Estep 
Score: -35430200.000000 Penalty: 6308.098633
	Iteration 8F: 3 clusters Score -3.54302e+07 nChanged 25827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 260119 members 
Entering Unmasked Estep 
Score: -35448708.000000 Penalty: 6308.098633
	Iteration 9F: 3 clusters Score -3.544871e+07 nChanged 27170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 287271 members 
Entering Unmasked Estep 
Score: -35472928.000000 Penalty: 6308.098633
	Iteration 10F: 3 clusters Score -3.547293e+07 nChanged 22858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 310125 members 
Entering Unmasked Estep 
Score: -35495396.000000 Penalty: 6308.098633
	Iteration 11F: 3 clusters Score -3.54954e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 324430 members 
Entering Unmasked Estep 
Score: -35509104.000000 Penalty: 6308.098633
	Iteration 12Q: 3 clusters Score -3.55091e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 330764 members 
Entering Unmasked Estep 
Score: -35514160.000000 Penalty: 6308.098633
	Iteration 13Q: 3 clusters Score -3.551416e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 332755 members 
Entering Unmasked Estep 
Score: -35515548.000000 Penalty: 6308.098633
	Iteration 14Q: 3 clusters Score -3.551555e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 333264 members 
Entering Unmasked Estep 
Score: -35515916.000000 Penalty: 6308.098633
	Iteration 15Q: 3 clusters Score -3.551592e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 333383 members 
Entering Unmasked Estep 
Score: -35516068.000000 Penalty: 6308.098633
	Iteration 16Q: 3 clusters Score -3.551607e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 333415 members 
Entering Unmasked Estep 
Score: -35516156.000000 Penalty: 6308.098633
	Iteration 17Q: 3 clusters Score -3.551616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 333433 members 
Entering Unmasked Estep 
Score: -35516176.000000 Penalty: 6308.098633
	Iteration 18Q: 3 clusters Score -3.551618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 333441 members 
Entering Unmasked Estep 
Score: -35516180.000000 Penalty: 6308.098633
	Iteration 19Q: 3 clusters Score -3.551618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 333444 members 
Entering Unmasked Estep 
Score: -35516172.000000 Penalty: 6308.098633
	Iteration 20F: 3 clusters Score -3.551617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333448 members 
Entering Unmasked Estep 
Score: -35516184.000000 Penalty: 6308.098633
	Iteration 21Q: 3 clusters Score -3.551618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 333450 members 
Entering Unmasked Estep 
Score: -35516188.000000 Penalty: 6308.098633
	Iteration 22Q: 3 clusters Score -3.551619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 333451 members 
Entering Unmasked Estep 
Score: -35516184.000000 Penalty: 6308.098633
	Iteration 23Q: 3 clusters Score -3.551618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 333452 members 
Entering Unmasked Estep 
Score: -35516188.000000 Penalty: 6308.098633
	Iteration 24Q: 3 clusters Score -3.551619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 333454 members 
Entering Unmasked Estep 
Score: -35516212.000000 Penalty: 6308.098633
	Iteration 25Q: 3 clusters Score -3.551621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 333456 members 
Entering Unmasked Estep 
Score: -35516212.000000 Penalty: 6308.098633
	Iteration 26Q: 3 clusters Score -3.551621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 333457 members 
Entering Unmasked Estep 
Score: -35516212.000000 Penalty: 6308.098633
	Iteration 27Q: 3 clusters Score -3.551621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333458 members 
Entering Unmasked Estep 
Score: -35516204.000000 Penalty: 6308.098633
	Iteration 28Q: 3 clusters Score -3.55162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 333459 members 
Entering Unmasked Estep 
Score: -35516200.000000 Penalty: 6308.098633
	Iteration 29Q: 3 clusters Score -3.55162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333460 members 
Entering Unmasked Estep 
Score: -35516204.000000 Penalty: 6308.098633
	Iteration 30Q: 3 clusters Score -3.55162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 333461 members 
Entering Unmasked Estep 
Score: -35516224.000000 Penalty: 6308.098633
	Iteration 31Q: 3 clusters Score -3.551622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 333462 members 
Entering Unmasked Estep 
Score: -35516220.000000 Penalty: 6308.098633
	Iteration 32Q: 3 clusters Score -3.551622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 333463 members 
Entering Unmasked Estep 
Score: -35516208.000000 Penalty: 6308.098633
	Iteration 33Q: 3 clusters Score -3.551621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 333463 members 
Entering Unmasked Estep 
Score: -35516208.000000 Penalty: 6308.098633
	Iteration 34F: 3 clusters Score -3.551621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 210985 members 
Mstep: Class 4 contains 38363 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24451 members 
Mstep: Class 8 contains 24974 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39249 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30955 members 
Mstep: Class 15 contains 129951 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 55327 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 179439 members 
Mstep: Class 20 contains 14266 members 
Mstep: Class 21 contains 60873 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 338452 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423840.000000 Penalty: 88271.046875
Iteration 199Q: 26 clusters Score -1.584238e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 211080 members 
Mstep: Class 4 contains 38354 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24430 members 
Mstep: Class 8 contains 24972 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39250 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30955 members 
Mstep: Class 15 contains 130006 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 55345 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 179261 members 
Mstep: Class 20 contains 14281 members 
Mstep: Class 21 contains 60852 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 338541 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423936.000000 Penalty: 88271.046875
Iteration 200F: 26 clusters Score -1.584239e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 211201 members 
Mstep: Class 4 contains 38356 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24415 members 
Mstep: Class 8 contains 24963 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39246 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30946 members 
Mstep: Class 15 contains 130024 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55357 members 
Mstep: Class 18 contains 17403 members 
Mstep: Class 19 contains 179099 members 
Mstep: Class 20 contains 14277 members 
Mstep: Class 21 contains 60842 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 338635 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423824.000000 Penalty: 88271.046875
Iteration 201Q: 26 clusters Score -1.584238e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 211305 members 
Mstep: Class 4 contains 38362 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24405 members 
Mstep: Class 8 contains 24948 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30937 members 
Mstep: Class 15 contains 130056 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 55375 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 178951 members 
Mstep: Class 20 contains 14285 members 
Mstep: Class 21 contains 60839 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 338721 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423824.000000 Penalty: 88271.046875
Iteration 202Q: 26 clusters Score -1.584238e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 211396 members 
Mstep: Class 4 contains 38367 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24400 members 
Mstep: Class 8 contains 24942 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39231 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30929 members 
Mstep: Class 15 contains 130068 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 55387 members 
Mstep: Class 18 contains 17385 members 
Mstep: Class 19 contains 178799 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 60853 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 338792 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423696.000000 Penalty: 88271.046875
Iteration 203Q: 26 clusters Score -1.584237e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 211491 members 
Mstep: Class 4 contains 38361 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24399 members 
Mstep: Class 8 contains 24942 members 
Mstep: Class 9 contains 6749 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39210 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30934 members 
Mstep: Class 15 contains 130069 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 55399 members 
Mstep: Class 18 contains 17389 members 
Mstep: Class 19 contains 178633 members 
Mstep: Class 20 contains 14297 members 
Mstep: Class 21 contains 60861 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 338879 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424048.000000 Penalty: 88271.046875
Iteration 204Q: 26 clusters Score -1.58424e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 211593 members 
Mstep: Class 4 contains 38361 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24403 members 
Mstep: Class 8 contains 24945 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39194 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30932 members 
Mstep: Class 15 contains 130096 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 55444 members 
Mstep: Class 18 contains 17391 members 
Mstep: Class 19 contains 178456 members 
Mstep: Class 20 contains 14304 members 
Mstep: Class 21 contains 60839 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 338967 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424080.000000 Penalty: 88271.046875
Iteration 205Q: 26 clusters Score -1.584241e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211640 members 
Mstep: Class 4 contains 38366 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24408 members 
Mstep: Class 8 contains 24941 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30930 members 
Mstep: Class 15 contains 130119 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 55464 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 178285 members 
Mstep: Class 20 contains 14324 members 
Mstep: Class 21 contains 60821 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 339090 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423952.000000 Penalty: 88271.046875
Iteration 206Q: 26 clusters Score -1.58424e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211665 members 
Mstep: Class 4 contains 38368 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24411 members 
Mstep: Class 8 contains 24933 members 
Mstep: Class 9 contains 6706 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39166 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30925 members 
Mstep: Class 15 contains 130128 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55467 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 178132 members 
Mstep: Class 20 contains 14333 members 
Mstep: Class 21 contains 60809 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 339254 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424000.000000 Penalty: 88271.046875
Iteration 207Q: 26 clusters Score -1.58424e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211695 members 
Mstep: Class 4 contains 38369 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24413 members 
Mstep: Class 8 contains 24909 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39147 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 130144 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55484 members 
Mstep: Class 18 contains 17377 members 
Mstep: Class 19 contains 177967 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 21 contains 60793 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 339389 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424160.000000 Penalty: 88271.046875
Iteration 208Q: 26 clusters Score -1.584242e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211733 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24410 members 
Mstep: Class 8 contains 24891 members 
Mstep: Class 9 contains 6701 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39138 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 130151 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55492 members 
Mstep: Class 18 contains 17371 members 
Mstep: Class 19 contains 177808 members 
Mstep: Class 20 contains 14346 members 
Mstep: Class 21 contains 60779 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 339510 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424192.000000 Penalty: 88271.046875
Iteration 209Q: 26 clusters Score -1.584242e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211782 members 
Mstep: Class 4 contains 38364 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24403 members 
Mstep: Class 8 contains 24884 members 
Mstep: Class 9 contains 6696 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39134 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30915 members 
Mstep: Class 15 contains 130138 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55485 members 
Mstep: Class 18 contains 17362 members 
Mstep: Class 19 contains 177652 members 
Mstep: Class 20 contains 14353 members 
Mstep: Class 21 contains 60779 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 339643 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424384.000000 Penalty: 88271.046875
Iteration 210Q: 26 clusters Score -1.584244e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211809 members 
Mstep: Class 4 contains 38369 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24404 members 
Mstep: Class 8 contains 24879 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39140 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30921 members 
Mstep: Class 15 contains 130119 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55474 members 
Mstep: Class 18 contains 17351 members 
Mstep: Class 19 contains 177499 members 
Mstep: Class 20 contains 14349 members 
Mstep: Class 21 contains 60787 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 339762 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424576.000000 Penalty: 88271.046875
Iteration 211Q: 26 clusters Score -1.584246e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211840 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24402 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39143 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30926 members 
Mstep: Class 15 contains 130127 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55477 members 
Mstep: Class 18 contains 17352 members 
Mstep: Class 19 contains 177358 members 
Mstep: Class 20 contains 14339 members 
Mstep: Class 21 contains 60793 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 339853 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424288.000000 Penalty: 88271.046875
Iteration 212Q: 26 clusters Score -1.584243e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211874 members 
Mstep: Class 4 contains 38357 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24394 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39136 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 130123 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55489 members 
Mstep: Class 18 contains 17350 members 
Mstep: Class 19 contains 177223 members 
Mstep: Class 20 contains 14339 members 
Mstep: Class 21 contains 60784 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 339961 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424512.000000 Penalty: 88271.046875
Iteration 213Q: 26 clusters Score -1.584245e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 211890 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24376 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 6648 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39137 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30917 members 
Mstep: Class 15 contains 130125 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55498 members 
Mstep: Class 18 contains 17346 members 
Mstep: Class 19 contains 177058 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 21 contains 60782 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 340078 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424304.000000 Penalty: 88271.046875
Iteration 214Q: 26 clusters Score -1.584243e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 211884 members 
Mstep: Class 4 contains 38334 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24359 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 6643 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39136 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30914 members 
Mstep: Class 15 contains 130120 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55515 members 
Mstep: Class 18 contains 17341 members 
Mstep: Class 19 contains 176919 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 21 contains 60776 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 340186 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424256.000000 Penalty: 88271.046875
Iteration 215Q: 26 clusters Score -1.584243e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 211877 members 
Mstep: Class 4 contains 38332 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24348 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39138 members 
Mstep: Class 13 contains 6563 members 
Mstep: Class 14 contains 30909 members 
Mstep: Class 15 contains 130090 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55532 members 
Mstep: Class 18 contains 17339 members 
Mstep: Class 19 contains 176810 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 60776 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 340291 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424320.000000 Penalty: 88271.046875
Iteration 216Q: 26 clusters Score -1.584243e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 211902 members 
Mstep: Class 4 contains 38321 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24330 members 
Mstep: Class 8 contains 24865 members 
Mstep: Class 9 contains 6616 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39139 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 30910 members 
Mstep: Class 15 contains 130056 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55564 members 
Mstep: Class 18 contains 17332 members 
Mstep: Class 19 contains 176681 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 60777 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 340355 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 333976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424288.000000 Penalty: 88271.046875
Iteration 217Q: 26 clusters Score -1.584243e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 211903 members 
Mstep: Class 4 contains 38313 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24323 members 
Mstep: Class 8 contains 24865 members 
Mstep: Class 9 contains 6599 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39143 members 
Mstep: Class 13 contains 6562 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 130054 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55574 members 
Mstep: Class 18 contains 17329 members 
Mstep: Class 19 contains 176523 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 60788 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 340456 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424144.000000 Penalty: 88271.046875
Iteration 218Q: 26 clusters Score -1.584241e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 211896 members 
Mstep: Class 4 contains 38305 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24308 members 
Mstep: Class 8 contains 24862 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39144 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 130045 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55587 members 
Mstep: Class 18 contains 17323 members 
Mstep: Class 19 contains 176390 members 
Mstep: Class 20 contains 14386 members 
Mstep: Class 21 contains 60788 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 340548 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424192.000000 Penalty: 88271.046875
Iteration 219Q: 26 clusters Score -1.584242e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 211916 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24294 members 
Mstep: Class 8 contains 24863 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39139 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 130035 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55601 members 
Mstep: Class 18 contains 17321 members 
Mstep: Class 19 contains 176263 members 
Mstep: Class 20 contains 14395 members 
Mstep: Class 21 contains 60788 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 340657 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423936.000000 Penalty: 88271.046875
Iteration 220F: 26 clusters Score -1.584239e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 211934 members 
Mstep: Class 4 contains 38291 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24267 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39129 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30897 members 
Mstep: Class 15 contains 130012 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55605 members 
Mstep: Class 18 contains 17318 members 
Mstep: Class 19 contains 176117 members 
Mstep: Class 20 contains 14405 members 
Mstep: Class 21 contains 60792 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 340751 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423616.000000 Penalty: 88271.046875
Iteration 221Q: 26 clusters Score -1.584236e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 211966 members 
Mstep: Class 4 contains 38284 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24254 members 
Mstep: Class 8 contains 24875 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39122 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30898 members 
Mstep: Class 15 contains 129997 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55610 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 175955 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 21 contains 60796 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 340830 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423696.000000 Penalty: 88271.046875
Iteration 222Q: 26 clusters Score -1.584237e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212004 members 
Mstep: Class 4 contains 38273 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24243 members 
Mstep: Class 8 contains 24881 members 
Mstep: Class 9 contains 6545 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39115 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30895 members 
Mstep: Class 15 contains 129994 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55625 members 
Mstep: Class 18 contains 17313 members 
Mstep: Class 19 contains 175795 members 
Mstep: Class 20 contains 14426 members 
Mstep: Class 21 contains 60804 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 340902 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423872.000000 Penalty: 88271.046875
Iteration 223Q: 26 clusters Score -1.584239e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 212051 members 
Mstep: Class 4 contains 38271 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24234 members 
Mstep: Class 8 contains 24886 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39111 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30895 members 
Mstep: Class 15 contains 129990 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55628 members 
Mstep: Class 18 contains 17304 members 
Mstep: Class 19 contains 175652 members 
Mstep: Class 20 contains 14439 members 
Mstep: Class 21 contains 60824 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 340937 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423440.000000 Penalty: 88271.046875
Iteration 224Q: 26 clusters Score -1.584234e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212094 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24222 members 
Mstep: Class 8 contains 24899 members 
Mstep: Class 9 contains 6525 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39110 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30893 members 
Mstep: Class 15 contains 129992 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55640 members 
Mstep: Class 18 contains 17293 members 
Mstep: Class 19 contains 175521 members 
Mstep: Class 20 contains 14461 members 
Mstep: Class 21 contains 60832 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 340945 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423392.000000 Penalty: 88271.046875
Iteration 225Q: 26 clusters Score -1.584234e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212125 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24216 members 
Mstep: Class 8 contains 24910 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39111 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 130001 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55649 members 
Mstep: Class 18 contains 17286 members 
Mstep: Class 19 contains 175351 members 
Mstep: Class 20 contains 14485 members 
Mstep: Class 21 contains 60838 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 340923 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423120.000000 Penalty: 88271.046875
Iteration 226Q: 26 clusters Score -1.584231e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212179 members 
Mstep: Class 4 contains 38244 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24206 members 
Mstep: Class 8 contains 24918 members 
Mstep: Class 9 contains 6517 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39122 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30887 members 
Mstep: Class 15 contains 129996 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55659 members 
Mstep: Class 18 contains 17273 members 
Mstep: Class 19 contains 175205 members 
Mstep: Class 20 contains 14502 members 
Mstep: Class 21 contains 60849 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 340906 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423408.000000 Penalty: 88271.046875
Iteration 227Q: 26 clusters Score -1.584234e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212232 members 
Mstep: Class 4 contains 38242 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24204 members 
Mstep: Class 8 contains 24919 members 
Mstep: Class 9 contains 6514 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39133 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30884 members 
Mstep: Class 15 contains 130008 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55661 members 
Mstep: Class 18 contains 17263 members 
Mstep: Class 19 contains 175062 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 60849 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 340909 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423152.000000 Penalty: 88271.046875
Iteration 228Q: 26 clusters Score -1.584232e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212252 members 
Mstep: Class 4 contains 38238 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24198 members 
Mstep: Class 8 contains 24918 members 
Mstep: Class 9 contains 6511 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39133 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30879 members 
Mstep: Class 15 contains 130030 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55649 members 
Mstep: Class 18 contains 17252 members 
Mstep: Class 19 contains 174934 members 
Mstep: Class 20 contains 14545 members 
Mstep: Class 21 contains 60856 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 340901 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 334897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423232.000000 Penalty: 88271.046875
Iteration 229Q: 26 clusters Score -1.584232e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 212282 members 
Mstep: Class 4 contains 38233 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24188 members 
Mstep: Class 8 contains 24924 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39121 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 130057 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55630 members 
Mstep: Class 18 contains 17241 members 
Mstep: Class 19 contains 174816 members 
Mstep: Class 20 contains 14558 members 
Mstep: Class 21 contains 60863 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 340895 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423248.000000 Penalty: 88271.046875
Iteration 230Q: 26 clusters Score -1.584232e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212312 members 
Mstep: Class 4 contains 38229 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24179 members 
Mstep: Class 8 contains 24917 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39111 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30875 members 
Mstep: Class 15 contains 130100 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55634 members 
Mstep: Class 18 contains 17237 members 
Mstep: Class 19 contains 174689 members 
Mstep: Class 20 contains 14577 members 
Mstep: Class 21 contains 60869 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 340892 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422880.000000 Penalty: 88271.046875
Iteration 231Q: 26 clusters Score -1.584229e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212343 members 
Mstep: Class 4 contains 38220 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 24914 members 
Mstep: Class 9 contains 6504 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39102 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 130146 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55653 members 
Mstep: Class 18 contains 17228 members 
Mstep: Class 19 contains 174584 members 
Mstep: Class 20 contains 14597 members 
Mstep: Class 21 contains 60868 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 340848 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423216.000000 Penalty: 88271.046875
Iteration 232Q: 26 clusters Score -1.584232e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212382 members 
Mstep: Class 4 contains 38210 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 24909 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39091 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30868 members 
Mstep: Class 15 contains 130187 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55656 members 
Mstep: Class 18 contains 17218 members 
Mstep: Class 19 contains 174479 members 
Mstep: Class 20 contains 14621 members 
Mstep: Class 21 contains 60866 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 340866 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423152.000000 Penalty: 88271.046875
Iteration 233Q: 26 clusters Score -1.584232e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212411 members 
Mstep: Class 4 contains 38197 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24156 members 
Mstep: Class 8 contains 24906 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39071 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 30865 members 
Mstep: Class 15 contains 130239 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55673 members 
Mstep: Class 18 contains 17216 members 
Mstep: Class 19 contains 174377 members 
Mstep: Class 20 contains 14646 members 
Mstep: Class 21 contains 60870 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 340842 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422800.000000 Penalty: 88271.046875
Iteration 234Q: 26 clusters Score -1.584228e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212433 members 
Mstep: Class 4 contains 38193 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24147 members 
Mstep: Class 8 contains 24908 members 
Mstep: Class 9 contains 6493 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39065 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30863 members 
Mstep: Class 15 contains 130298 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55689 members 
Mstep: Class 18 contains 17214 members 
Mstep: Class 19 contains 174277 members 
Mstep: Class 20 contains 14661 members 
Mstep: Class 21 contains 60867 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 340841 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422976.000000 Penalty: 88271.046875
Iteration 235Q: 26 clusters Score -1.58423e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212476 members 
Mstep: Class 4 contains 38190 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24145 members 
Mstep: Class 8 contains 24907 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39054 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30855 members 
Mstep: Class 15 contains 130331 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55691 members 
Mstep: Class 18 contains 17208 members 
Mstep: Class 19 contains 174195 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 60863 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 340844 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423024.000000 Penalty: 88271.046875
Iteration 236Q: 26 clusters Score -1.58423e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212514 members 
Mstep: Class 4 contains 38191 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 24914 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39050 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30853 members 
Mstep: Class 15 contains 130379 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55715 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 174086 members 
Mstep: Class 20 contains 14690 members 
Mstep: Class 21 contains 60866 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 340852 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423024.000000 Penalty: 88271.046875
Iteration 237Q: 26 clusters Score -1.58423e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 212560 members 
Mstep: Class 4 contains 38192 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24135 members 
Mstep: Class 8 contains 24924 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39046 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30851 members 
Mstep: Class 15 contains 130430 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 55714 members 
Mstep: Class 18 contains 17192 members 
Mstep: Class 19 contains 173972 members 
Mstep: Class 20 contains 14690 members 
Mstep: Class 21 contains 60873 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 340897 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422816.000000 Penalty: 88271.046875
Iteration 238Q: 26 clusters Score -1.584228e+08 nChanged 872
Entering ConstructFrom: 
Score: -158422816.000000 Penalty: 88271.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -121422.226562 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -121422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119314.367188 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -119314.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119659.882812 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -119659.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119765.101562 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -119765.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119819.054688 Penalty: 3545.189453
	Iteration 3Q: 3 clusters Score -119819.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119859.781250 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -119859.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119894.609375 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -119894.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119927.273438 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -119927.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119955.929688 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -119955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -120000.945312 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -120000.9 nChanged 25
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: -120064.609375 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -120064.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -120103.250000 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -120103.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120131.585938 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -120131.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -120157.835938 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -120157.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120178.546875 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -120178.5 nChanged 10
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: -120194.953125 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -120195 nChanged 16
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: -120215.273438 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -120215.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120230.773438 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -120230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -120244.281250 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -120244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120255.078125 Penalty: 3545.189453
	Iteration 18Q: 3 clusters Score -120255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120264.328125 Penalty: 3545.189453
	Iteration 19Q: 3 clusters Score -120264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120273.890625 Penalty: 3545.189453
	Iteration 20F: 3 clusters Score -120273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120299.765625 Penalty: 3545.189453
	Iteration 21Q: 3 clusters Score -120299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120312.921875 Penalty: 3545.189453
	Iteration 22Q: 3 clusters Score -120312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120318.398438 Penalty: 3545.189453
	Iteration 23Q: 3 clusters Score -120318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120322.484375 Penalty: 3545.189453
	Iteration 24Q: 3 clusters Score -120322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120327.382812 Penalty: 3545.189453
	Iteration 25Q: 3 clusters Score -120327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120334.664062 Penalty: 3545.189453
	Iteration 26Q: 3 clusters Score -120334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120338.804688 Penalty: 3545.189453
	Iteration 27Q: 3 clusters Score -120338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120344.382812 Penalty: 3545.189453
	Iteration 28Q: 3 clusters Score -120344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120349.515625 Penalty: 3545.189453
	Iteration 29Q: 3 clusters Score -120349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -120357.960938 Penalty: 3545.189453
	Iteration 30Q: 3 clusters Score -120358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120366.257812 Penalty: 3545.189453
	Iteration 31Q: 3 clusters Score -120366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120376.703125 Penalty: 3545.189453
	Iteration 32Q: 3 clusters Score -120376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120382.640625 Penalty: 3545.189453
	Iteration 33Q: 3 clusters Score -120382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120383.179688 Penalty: 3545.189453
	Iteration 34Q: 3 clusters Score -120383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120384.148438 Penalty: 3545.189453
	Iteration 35Q: 3 clusters Score -120384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120384.500000 Penalty: 3545.189453
	Iteration 36Q: 3 clusters Score -120384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120384.945312 Penalty: 3545.189453
	Iteration 37Q: 3 clusters Score -120384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120386.085938 Penalty: 3545.189453
	Iteration 38Q: 3 clusters Score -120386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120388.945312 Penalty: 3545.189453
	Iteration 39Q: 3 clusters Score -120388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120391.507812 Penalty: 3545.189453
	Iteration 40F: 3 clusters Score -120391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120395.296875 Penalty: 3545.189453
	Iteration 41Q: 3 clusters Score -120395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120396.703125 Penalty: 3545.189453
	Iteration 42Q: 3 clusters Score -120396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120397.460938 Penalty: 3545.189453
	Iteration 43Q: 3 clusters Score -120397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120397.843750 Penalty: 3545.189453
	Iteration 44Q: 3 clusters Score -120397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120398.664062 Penalty: 3545.189453
	Iteration 45Q: 3 clusters Score -120398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120398.835938 Penalty: 3545.189453
	Iteration 46Q: 3 clusters Score -120398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120398.835938 Penalty: 3545.189453
	Iteration 47F: 3 clusters Score -120398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (212625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212625 members 
Entering Unmasked Estep 
Score: -22633008.000000 Penalty: 3042.286865
	Iteration 0F: 2 clusters Score -2.263301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -22492882.000000 Penalty: 6084.573730
	Iteration 0F: 3 clusters Score -2.249288e+07 nChanged 102032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -22556116.000000 Penalty: 6084.573730
	Iteration 1F: 3 clusters Score -2.255612e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -22560964.000000 Penalty: 6084.573730
	Iteration 2Q: 3 clusters Score -2.256096e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -22568056.000000 Penalty: 6084.573730
	Iteration 3F: 3 clusters Score -2.256806e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 103670 members 
Entering Unmasked Estep 
Score: -22576666.000000 Penalty: 6084.573730
	Iteration 4F: 3 clusters Score -2.257667e+07 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -22586760.000000 Penalty: 6084.573730
	Iteration 5F: 3 clusters Score -2.258676e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -22597844.000000 Penalty: 6084.573730
	Iteration 6F: 3 clusters Score -2.259784e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -22607708.000000 Penalty: 6084.573730
	Iteration 7F: 3 clusters Score -2.260771e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -22614168.000000 Penalty: 6084.573730
	Iteration 8F: 3 clusters Score -2.261417e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -22617388.000000 Penalty: 6084.573730
	Iteration 9Q: 3 clusters Score -2.261739e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -22619684.000000 Penalty: 6084.573730
	Iteration 10Q: 3 clusters Score -2.261968e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -22621232.000000 Penalty: 6084.573730
	Iteration 11Q: 3 clusters Score -2.262123e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -22622402.000000 Penalty: 6084.573730
	Iteration 12Q: 3 clusters Score -2.26224e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 139744 members 
Entering Unmasked Estep 
Score: -22623252.000000 Penalty: 6084.573730
	Iteration 13Q: 3 clusters Score -2.262325e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 141865 members 
Entering Unmasked Estep 
Score: -22624094.000000 Penalty: 6084.573730
	Iteration 14Q: 3 clusters Score -2.262409e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 143900 members 
Entering Unmasked Estep 
Score: -22624690.000000 Penalty: 6084.573730
	Iteration 15Q: 3 clusters Score -2.262469e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -22625204.000000 Penalty: 6084.573730
	Iteration 16Q: 3 clusters Score -2.26252e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -22625576.000000 Penalty: 6084.573730
	Iteration 17Q: 3 clusters Score -2.262558e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -22625780.000000 Penalty: 6084.573730
	Iteration 18Q: 3 clusters Score -2.262578e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 151372 members 
Entering Unmasked Estep 
Score: -22626232.000000 Penalty: 6084.573730
	Iteration 19Q: 3 clusters Score -2.262623e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -22626578.000000 Penalty: 6084.573730
	Iteration 20F: 3 clusters Score -2.262658e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -22626926.000000 Penalty: 6084.573730
	Iteration 21Q: 3 clusters Score -2.262693e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -22627198.000000 Penalty: 6084.573730
	Iteration 22Q: 3 clusters Score -2.26272e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -22627476.000000 Penalty: 6084.573730
	Iteration 23Q: 3 clusters Score -2.262748e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -22627830.000000 Penalty: 6084.573730
	Iteration 24Q: 3 clusters Score -2.262783e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
Score: -22628220.000000 Penalty: 6084.573730
	Iteration 25Q: 3 clusters Score -2.262822e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 164065 members 
Entering Unmasked Estep 
Score: -22628598.000000 Penalty: 6084.573730
	Iteration 26Q: 3 clusters Score -2.26286e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 165884 members 
Entering Unmasked Estep 
Score: -22628942.000000 Penalty: 6084.573730
	Iteration 27Q: 3 clusters Score -2.262894e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 167639 members 
Entering Unmasked Estep 
Score: -22629238.000000 Penalty: 6084.573730
	Iteration 28Q: 3 clusters Score -2.262924e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 169317 members 
Entering Unmasked Estep 
Score: -22629482.000000 Penalty: 6084.573730
	Iteration 29Q: 3 clusters Score -2.262948e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 170911 members 
Entering Unmasked Estep 
Score: -22629684.000000 Penalty: 6084.573730
	Iteration 30Q: 3 clusters Score -2.262968e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -22629878.000000 Penalty: 6084.573730
	Iteration 31Q: 3 clusters Score -2.262988e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -22630226.000000 Penalty: 6084.573730
	Iteration 32Q: 3 clusters Score -2.263023e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 175683 members 
Entering Unmasked Estep 
Score: -22630518.000000 Penalty: 6084.573730
	Iteration 33Q: 3 clusters Score -2.263052e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 177152 members 
Entering Unmasked Estep 
Score: -22630738.000000 Penalty: 6084.573730
	Iteration 34Q: 3 clusters Score -2.263074e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 178555 members 
Entering Unmasked Estep 
Score: -22631006.000000 Penalty: 6084.573730
	Iteration 35Q: 3 clusters Score -2.263101e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -22631136.000000 Penalty: 6084.573730
	Iteration 36Q: 3 clusters Score -2.263114e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 181225 members 
Entering Unmasked Estep 
Score: -22631406.000000 Penalty: 6084.573730
	Iteration 37Q: 3 clusters Score -2.263141e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 182490 members 
Entering Unmasked Estep 
Score: -22631600.000000 Penalty: 6084.573730
	Iteration 38Q: 3 clusters Score -2.26316e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 183728 members 
Entering Unmasked Estep 
Score: -22631844.000000 Penalty: 6084.573730
	Iteration 39Q: 3 clusters Score -2.263184e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -22631954.000000 Penalty: 6084.573730
	Iteration 40F: 3 clusters Score -2.263195e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 186143 members 
Entering Unmasked Estep 
Score: -22632148.000000 Penalty: 6084.573730
	Iteration 41Q: 3 clusters Score -2.263215e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -22632316.000000 Penalty: 6084.573730
	Iteration 42Q: 3 clusters Score -2.263232e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 188410 members 
Entering Unmasked Estep 
Score: -22632540.000000 Penalty: 6084.573730
	Iteration 43Q: 3 clusters Score -2.263254e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 189516 members 
Entering Unmasked Estep 
Score: -22632516.000000 Penalty: 6084.573730
	Iteration 44Q: 3 clusters Score -2.263252e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 190544 members 
Entering Unmasked Estep 
Score: -22632782.000000 Penalty: 6084.573730
	Iteration 45Q: 3 clusters Score -2.263278e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 191475 members 
Entering Unmasked Estep 
Score: -22632914.000000 Penalty: 6084.573730
	Iteration 46Q: 3 clusters Score -2.263291e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 192349 members 
Entering Unmasked Estep 
Score: -22632980.000000 Penalty: 6084.573730
	Iteration 47Q: 3 clusters Score -2.263298e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 193155 members 
Entering Unmasked Estep 
Score: -22633144.000000 Penalty: 6084.573730
	Iteration 48Q: 3 clusters Score -2.263314e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 193970 members 
Entering Unmasked Estep 
Score: -22633378.000000 Penalty: 6084.573730
	Iteration 49Q: 3 clusters Score -2.263338e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 194767 members 
Entering Unmasked Estep 
Score: -22633528.000000 Penalty: 6084.573730
	Iteration 50Q: 3 clusters Score -2.263353e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -22633554.000000 Penalty: 6084.573730
	Iteration 51Q: 3 clusters Score -2.263355e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 196156 members 
Entering Unmasked Estep 
Score: -22633712.000000 Penalty: 6084.573730
	Iteration 52Q: 3 clusters Score -2.263371e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 196762 members 
Entering Unmasked Estep 
Score: -22633770.000000 Penalty: 6084.573730
	Iteration 53Q: 3 clusters Score -2.263377e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 197328 members 
Entering Unmasked Estep 
Score: -22633872.000000 Penalty: 6084.573730
	Iteration 54Q: 3 clusters Score -2.263387e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 197915 members 
Entering Unmasked Estep 
Score: -22633906.000000 Penalty: 6084.573730
	Iteration 55Q: 3 clusters Score -2.263391e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 198478 members 
Entering Unmasked Estep 
Score: -22633970.000000 Penalty: 6084.573730
	Iteration 56Q: 3 clusters Score -2.263397e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 198997 members 
Entering Unmasked Estep 
Score: -22633992.000000 Penalty: 6084.573730
	Iteration 57Q: 3 clusters Score -2.263399e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 199450 members 
Entering Unmasked Estep 
Score: -22634012.000000 Penalty: 6084.573730
	Iteration 58Q: 3 clusters Score -2.263401e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 199854 members 
Entering Unmasked Estep 
Score: -22634086.000000 Penalty: 6084.573730
	Iteration 59Q: 3 clusters Score -2.263409e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 200234 members 
Entering Unmasked Estep 
Score: -22634092.000000 Penalty: 6084.573730
	Iteration 60F: 3 clusters Score -2.263409e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 200583 members 
Entering Unmasked Estep 
Score: -22634078.000000 Penalty: 6084.573730
	Iteration 61Q: 3 clusters Score -2.263408e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 200921 members 
Entering Unmasked Estep 
Score: -22634104.000000 Penalty: 6084.573730
	Iteration 62Q: 3 clusters Score -2.26341e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 201225 members 
Entering Unmasked Estep 
Score: -22634118.000000 Penalty: 6084.573730
	Iteration 63Q: 3 clusters Score -2.263412e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 201519 members 
Entering Unmasked Estep 
Score: -22634096.000000 Penalty: 6084.573730
	Iteration 64Q: 3 clusters Score -2.26341e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 201789 members 
Entering Unmasked Estep 
Score: -22634078.000000 Penalty: 6084.573730
	Iteration 65Q: 3 clusters Score -2.263408e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 202055 members 
Entering Unmasked Estep 
Score: -22634132.000000 Penalty: 6084.573730
	Iteration 66Q: 3 clusters Score -2.263413e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 202290 members 
Entering Unmasked Estep 
Score: -22634148.000000 Penalty: 6084.573730
	Iteration 67Q: 3 clusters Score -2.263415e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 202477 members 
Entering Unmasked Estep 
Score: -22634130.000000 Penalty: 6084.573730
	Iteration 68Q: 3 clusters Score -2.263413e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 202638 members 
Entering Unmasked Estep 
Score: -22634076.000000 Penalty: 6084.573730
	Iteration 69Q: 3 clusters Score -2.263408e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 202785 members 
Entering Unmasked Estep 
Score: -22634070.000000 Penalty: 6084.573730
	Iteration 70Q: 3 clusters Score -2.263407e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 202925 members 
Entering Unmasked Estep 
Score: -22634072.000000 Penalty: 6084.573730
	Iteration 71Q: 3 clusters Score -2.263407e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 203066 members 
Entering Unmasked Estep 
Score: -22634092.000000 Penalty: 6084.573730
	Iteration 72Q: 3 clusters Score -2.263409e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 203206 members 
Entering Unmasked Estep 
Score: -22634096.000000 Penalty: 6084.573730
	Iteration 73Q: 3 clusters Score -2.26341e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 203341 members 
Entering Unmasked Estep 
Score: -22634122.000000 Penalty: 6084.573730
	Iteration 74Q: 3 clusters Score -2.263412e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 203458 members 
Entering Unmasked Estep 
Score: -22634182.000000 Penalty: 6084.573730
	Iteration 75Q: 3 clusters Score -2.263418e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 203560 members 
Entering Unmasked Estep 
Score: -22634180.000000 Penalty: 6084.573730
	Iteration 76Q: 3 clusters Score -2.263418e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 203651 members 
Entering Unmasked Estep 
Score: -22634162.000000 Penalty: 6084.573730
	Iteration 77Q: 3 clusters Score -2.263416e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 203730 members 
Entering Unmasked Estep 
Score: -22634154.000000 Penalty: 6084.573730
	Iteration 78Q: 3 clusters Score -2.263415e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 203799 members 
Entering Unmasked Estep 
Score: -22634124.000000 Penalty: 6084.573730
	Iteration 79Q: 3 clusters Score -2.263412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 203858 members 
Entering Unmasked Estep 
Score: -22634126.000000 Penalty: 6084.573730
	Iteration 80F: 3 clusters Score -2.263413e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 203909 members 
Entering Unmasked Estep 
Score: -22634124.000000 Penalty: 6084.573730
	Iteration 81Q: 3 clusters Score -2.263412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 203963 members 
Entering Unmasked Estep 
Score: -22634098.000000 Penalty: 6084.573730
	Iteration 82Q: 3 clusters Score -2.26341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 204003 members 
Entering Unmasked Estep 
Score: -22634094.000000 Penalty: 6084.573730
	Iteration 83Q: 3 clusters Score -2.263409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 204025 members 
Entering Unmasked Estep 
Score: -22634102.000000 Penalty: 6084.573730
	Iteration 84Q: 3 clusters Score -2.26341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 204038 members 
Entering Unmasked Estep 
Score: -22634136.000000 Penalty: 6084.573730
	Iteration 85Q: 3 clusters Score -2.263414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 204047 members 
Entering Unmasked Estep 
Score: -22634136.000000 Penalty: 6084.573730
	Iteration 86Q: 3 clusters Score -2.263414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -22634118.000000 Penalty: 6084.573730
	Iteration 87Q: 3 clusters Score -2.263412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 204064 members 
Entering Unmasked Estep 
Score: -22634136.000000 Penalty: 6084.573730
	Iteration 88Q: 3 clusters Score -2.263414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -22634130.000000 Penalty: 6084.573730
	Iteration 89Q: 3 clusters Score -2.263413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
Score: -22634122.000000 Penalty: 6084.573730
	Iteration 90Q: 3 clusters Score -2.263412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 204080 members 
Entering Unmasked Estep 
Score: -22634116.000000 Penalty: 6084.573730
	Iteration 91Q: 3 clusters Score -2.263412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 204087 members 
Entering Unmasked Estep 
Score: -22634146.000000 Penalty: 6084.573730
	Iteration 92Q: 3 clusters Score -2.263415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 204096 members 
Entering Unmasked Estep 
Score: -22634146.000000 Penalty: 6084.573730
	Iteration 93Q: 3 clusters Score -2.263415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 204104 members 
Entering Unmasked Estep 
Score: -22634148.000000 Penalty: 6084.573730
	Iteration 94Q: 3 clusters Score -2.263415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 204111 members 
Entering Unmasked Estep 
Score: -22634140.000000 Penalty: 6084.573730
	Iteration 95Q: 3 clusters Score -2.263414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 204118 members 
Entering Unmasked Estep 
Score: -22634138.000000 Penalty: 6084.573730
	Iteration 96Q: 3 clusters Score -2.263414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 204127 members 
Entering Unmasked Estep 
Score: -22634164.000000 Penalty: 6084.573730
	Iteration 97Q: 3 clusters Score -2.263416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 204136 members 
Entering Unmasked Estep 
Score: -22634152.000000 Penalty: 6084.573730
	Iteration 98Q: 3 clusters Score -2.263415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 204145 members 
Entering Unmasked Estep 
Score: -22634156.000000 Penalty: 6084.573730
	Iteration 99Q: 3 clusters Score -2.263416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -22634164.000000 Penalty: 6084.573730
	Iteration 100F: 3 clusters Score -2.263416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -22634150.000000 Penalty: 6084.573730
	Iteration 101Q: 3 clusters Score -2.263415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -22634144.000000 Penalty: 6084.573730
	Iteration 102Q: 3 clusters Score -2.263414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 204174 members 
Entering Unmasked Estep 
Score: -22634152.000000 Penalty: 6084.573730
	Iteration 103Q: 3 clusters Score -2.263415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 204182 members 
Entering Unmasked Estep 
Score: -22634150.000000 Penalty: 6084.573730
	Iteration 104Q: 3 clusters Score -2.263415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 204189 members 
Entering Unmasked Estep 
Score: -22634162.000000 Penalty: 6084.573730
	Iteration 105Q: 3 clusters Score -2.263416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -22634180.000000 Penalty: 6084.573730
	Iteration 106Q: 3 clusters Score -2.263418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 204212 members 
Entering Unmasked Estep 
Score: -22634182.000000 Penalty: 6084.573730
	Iteration 107Q: 3 clusters Score -2.263418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 204222 members 
Entering Unmasked Estep 
Score: -22634180.000000 Penalty: 6084.573730
	Iteration 108Q: 3 clusters Score -2.263418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 204227 members 
Entering Unmasked Estep 
Score: -22634170.000000 Penalty: 6084.573730
	Iteration 109Q: 3 clusters Score -2.263417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 204233 members 
Entering Unmasked Estep 
Score: -22634168.000000 Penalty: 6084.573730
	Iteration 110Q: 3 clusters Score -2.263417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 204240 members 
Entering Unmasked Estep 
Score: -22634152.000000 Penalty: 6084.573730
	Iteration 111Q: 3 clusters Score -2.263415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 204251 members 
Entering Unmasked Estep 
Score: -22634178.000000 Penalty: 6084.573730
	Iteration 112Q: 3 clusters Score -2.263418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 204260 members 
Entering Unmasked Estep 
Score: -22634192.000000 Penalty: 6084.573730
	Iteration 113Q: 3 clusters Score -2.263419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 204272 members 
Entering Unmasked Estep 
Score: -22634178.000000 Penalty: 6084.573730
	Iteration 114Q: 3 clusters Score -2.263418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -22634190.000000 Penalty: 6084.573730
	Iteration 115Q: 3 clusters Score -2.263419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 204284 members 
Entering Unmasked Estep 
Score: -22634190.000000 Penalty: 6084.573730
	Iteration 116Q: 3 clusters Score -2.263419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 204288 members 
Entering Unmasked Estep 
Score: -22634186.000000 Penalty: 6084.573730
	Iteration 117Q: 3 clusters Score -2.263419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 204290 members 
Entering Unmasked Estep 
Score: -22634192.000000 Penalty: 6084.573730
	Iteration 118Q: 3 clusters Score -2.263419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 204291 members 
Entering Unmasked Estep 
Score: -22634196.000000 Penalty: 6084.573730
	Iteration 119Q: 3 clusters Score -2.26342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 204294 members 
Entering Unmasked Estep 
Score: -22634200.000000 Penalty: 6084.573730
	Iteration 120F: 3 clusters Score -2.26342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 204300 members 
Entering Unmasked Estep 
Score: -22634186.000000 Penalty: 6084.573730
	Iteration 121Q: 3 clusters Score -2.263419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 204311 members 
Entering Unmasked Estep 
Score: -22634174.000000 Penalty: 6084.573730
	Iteration 122Q: 3 clusters Score -2.263417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 204323 members 
Entering Unmasked Estep 
Score: -22634190.000000 Penalty: 6084.573730
	Iteration 123Q: 3 clusters Score -2.263419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 204331 members 
Entering Unmasked Estep 
Score: -22634194.000000 Penalty: 6084.573730
	Iteration 124Q: 3 clusters Score -2.263419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 204340 members 
Entering Unmasked Estep 
Score: -22634214.000000 Penalty: 6084.573730
	Iteration 125Q: 3 clusters Score -2.263421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 204353 members 
Entering Unmasked Estep 
Score: -22634202.000000 Penalty: 6084.573730
	Iteration 126Q: 3 clusters Score -2.26342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 204364 members 
Entering Unmasked Estep 
Score: -22634210.000000 Penalty: 6084.573730
	Iteration 127Q: 3 clusters Score -2.263421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 204375 members 
Entering Unmasked Estep 
Score: -22634216.000000 Penalty: 6084.573730
	Iteration 128Q: 3 clusters Score -2.263422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 204385 members 
Entering Unmasked Estep 
Score: -22634216.000000 Penalty: 6084.573730
	Iteration 129Q: 3 clusters Score -2.263422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 204393 members 
Entering Unmasked Estep 
Score: -22634200.000000 Penalty: 6084.573730
	Iteration 130Q: 3 clusters Score -2.26342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 204403 members 
Entering Unmasked Estep 
Score: -22634202.000000 Penalty: 6084.573730
	Iteration 131Q: 3 clusters Score -2.26342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 204415 members 
Entering Unmasked Estep 
Score: -22634228.000000 Penalty: 6084.573730
	Iteration 132Q: 3 clusters Score -2.263423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 204418 members 
Entering Unmasked Estep 
Score: -22634216.000000 Penalty: 6084.573730
	Iteration 133Q: 3 clusters Score -2.263422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 204422 members 
Entering Unmasked Estep 
Score: -22634224.000000 Penalty: 6084.573730
	Iteration 134Q: 3 clusters Score -2.263422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 204424 members 
Entering Unmasked Estep 
Score: -22634228.000000 Penalty: 6084.573730
	Iteration 135Q: 3 clusters Score -2.263423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 204428 members 
Entering Unmasked Estep 
Score: -22634216.000000 Penalty: 6084.573730
	Iteration 136Q: 3 clusters Score -2.263422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 204431 members 
Entering Unmasked Estep 
Score: -22634210.000000 Penalty: 6084.573730
	Iteration 137Q: 3 clusters Score -2.263421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -22634230.000000 Penalty: 6084.573730
	Iteration 138Q: 3 clusters Score -2.263423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 204440 members 
Entering Unmasked Estep 
Score: -22634218.000000 Penalty: 6084.573730
	Iteration 139Q: 3 clusters Score -2.263422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 204444 members 
Entering Unmasked Estep 
Score: -22634210.000000 Penalty: 6084.573730
	Iteration 140F: 3 clusters Score -2.263421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 204449 members 
Entering Unmasked Estep 
Score: -22634208.000000 Penalty: 6084.573730
	Iteration 141Q: 3 clusters Score -2.263421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 204451 members 
Entering Unmasked Estep 
Score: -22634200.000000 Penalty: 6084.573730
	Iteration 142Q: 3 clusters Score -2.26342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 204451 members 
Entering Unmasked Estep 
Score: -22634200.000000 Penalty: 6084.573730
	Iteration 143F: 3 clusters Score -2.26342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 204451 members 
Mstep: Class 4 contains 38188 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24140 members 
Mstep: Class 8 contains 24925 members 
Mstep: Class 9 contains 6486 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39045 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30848 members 
Mstep: Class 15 contains 130464 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 55712 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 173837 members 
Mstep: Class 20 contains 14704 members 
Mstep: Class 21 contains 60877 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 340927 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335220 members 
Entering Unmasked Estep 
Score: -158423056.000000 Penalty: 91801.890625
Splitting cluster 2 changes total score from -158422816.000000 to -158423056.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (38188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Entering Unmasked Estep 
Score: -4112624.000000 Penalty: 2616.468750
	Iteration 0F: 2 clusters Score -4112624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4086669.750000 Penalty: 5232.937500
	Iteration 0F: 3 clusters Score -4086670 nChanged 17387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -4096168.750000 Penalty: 5232.937500
	Iteration 1F: 3 clusters Score -4096169 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4096629.500000 Penalty: 5232.937500
	Iteration 2Q: 3 clusters Score -4096630 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4097104.250000 Penalty: 5232.937500
	Iteration 3Q: 3 clusters Score -4097104 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4097663.500000 Penalty: 5232.937500
	Iteration 4Q: 3 clusters Score -4097664 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4098305.000000 Penalty: 5232.937500
	Iteration 5Q: 3 clusters Score -4098305 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -4099142.000000 Penalty: 5232.937500
	Iteration 6Q: 3 clusters Score -4099142 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4100362.500000 Penalty: 5232.937500
	Iteration 7F: 3 clusters Score -4100362 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -4102183.250000 Penalty: 5232.937500
	Iteration 8F: 3 clusters Score -4102183 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4104479.000000 Penalty: 5232.937500
	Iteration 9F: 3 clusters Score -4104479 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4106768.250000 Penalty: 5232.937500
	Iteration 10F: 3 clusters Score -4106768 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4108454.500000 Penalty: 5232.937500
	Iteration 11Q: 3 clusters Score -4108454 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4109415.750000 Penalty: 5232.937500
	Iteration 12Q: 3 clusters Score -4109416 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4109867.250000 Penalty: 5232.937500
	Iteration 13Q: 3 clusters Score -4109867 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4110081.250000 Penalty: 5232.937500
	Iteration 14Q: 3 clusters Score -4110081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4110188.500000 Penalty: 5232.937500
	Iteration 15Q: 3 clusters Score -4110188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4110263.500000 Penalty: 5232.937500
	Iteration 16Q: 3 clusters Score -4110264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4110313.500000 Penalty: 5232.937500
	Iteration 17Q: 3 clusters Score -4110314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4110354.000000 Penalty: 5232.937500
	Iteration 18Q: 3 clusters Score -4110354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4110375.750000 Penalty: 5232.937500
	Iteration 19Q: 3 clusters Score -4110376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4110392.250000 Penalty: 5232.937500
	Iteration 20F: 3 clusters Score -4110392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4110405.750000 Penalty: 5232.937500
	Iteration 21Q: 3 clusters Score -4110406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4110410.000000 Penalty: 5232.937500
	Iteration 22Q: 3 clusters Score -4110410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4110415.250000 Penalty: 5232.937500
	Iteration 23Q: 3 clusters Score -4110415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -4110416.000000 Penalty: 5232.937500
	Iteration 24Q: 3 clusters Score -4110416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4110412.750000 Penalty: 5232.937500
	Iteration 25Q: 3 clusters Score -4110413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4110415.250000 Penalty: 5232.937500
	Iteration 26Q: 3 clusters Score -4110415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4110417.250000 Penalty: 5232.937500
	Iteration 27Q: 3 clusters Score -4110417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4110422.250000 Penalty: 5232.937500
	Iteration 28Q: 3 clusters Score -4110422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4110429.000000 Penalty: 5232.937500
	Iteration 29Q: 3 clusters Score -4110429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4110435.500000 Penalty: 5232.937500
	Iteration 30Q: 3 clusters Score -4110436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4110444.750000 Penalty: 5232.937500
	Iteration 31Q: 3 clusters Score -4110445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -4110450.500000 Penalty: 5232.937500
	Iteration 32Q: 3 clusters Score -4110450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4110458.500000 Penalty: 5232.937500
	Iteration 33Q: 3 clusters Score -4110458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -4110463.250000 Penalty: 5232.937500
	Iteration 34Q: 3 clusters Score -4110463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4110463.500000 Penalty: 5232.937500
	Iteration 35Q: 3 clusters Score -4110464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4110461.000000 Penalty: 5232.937500
	Iteration 36Q: 3 clusters Score -4110461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4110462.750000 Penalty: 5232.937500
	Iteration 37Q: 3 clusters Score -4110463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4110464.750000 Penalty: 5232.937500
	Iteration 38Q: 3 clusters Score -4110465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4110464.750000 Penalty: 5232.937500
	Iteration 39F: 3 clusters Score -4110465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -240042.875000 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -240042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -237193.734375 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -237193.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -237680.078125 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -237680.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237835.515625 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -237835.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -237959.890625 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -237959.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238032.734375 Penalty: 3847.285156
	Iteration 4Q: 3 clusters Score -238032.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238079.671875 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -238079.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -238130.187500 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -238130.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -238170.312500 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -238170.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -238206.640625 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -238206.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -238240.265625 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -238240.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -238289.718750 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -238289.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -238348.953125 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -238349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -238415.000000 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -238415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238462.859375 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -238462.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238495.703125 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -238495.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -238540.921875 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -238540.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238585.796875 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -238585.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -238631.796875 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -238631.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238679.734375 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -238679.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -238737.750000 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -238737.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -238778.203125 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -238778.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -238821.968750 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -238822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238872.984375 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -238873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -238944.656250 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -238944.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239046.250000 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -239046.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -239168.421875 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -239168.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -239285.656250 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -239285.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -239369.781250 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -239369.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -239420.875000 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -239420.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -239456.031250 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -239456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -239472.578125 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -239472.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239482.296875 Penalty: 3847.285156
	Iteration 31Q: 3 clusters Score -239482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -239488.218750 Penalty: 3847.285156
	Iteration 32Q: 3 clusters Score -239488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239491.359375 Penalty: 3847.285156
	Iteration 33Q: 3 clusters Score -239491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -239496.093750 Penalty: 3847.285156
	Iteration 34Q: 3 clusters Score -239496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -239501.625000 Penalty: 3847.285156
	Iteration 35Q: 3 clusters Score -239501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -239511.453125 Penalty: 3847.285156
	Iteration 36Q: 3 clusters Score -239511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -239534.515625 Penalty: 3847.285156
	Iteration 37Q: 3 clusters Score -239534.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -239574.328125 Penalty: 3847.285156
	Iteration 38Q: 3 clusters Score -239574.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -239617.484375 Penalty: 3847.285156
	Iteration 39Q: 3 clusters Score -239617.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239637.328125 Penalty: 3847.285156
	Iteration 40F: 3 clusters Score -239637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239652.203125 Penalty: 3847.285156
	Iteration 41Q: 3 clusters Score -239652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239654.906250 Penalty: 3847.285156
	Iteration 42Q: 3 clusters Score -239654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -239655.515625 Penalty: 3847.285156
	Iteration 43Q: 3 clusters Score -239655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239655.937500 Penalty: 3847.285156
	Iteration 44Q: 3 clusters Score -239655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -239656.531250 Penalty: 3847.285156
	Iteration 45Q: 3 clusters Score -239656.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -239656.531250 Penalty: 3847.285156
	Iteration 46F: 3 clusters Score -239656.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -45050.042969 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -45050.04 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 230 members 
Entering Unmasked Estep 
Score: -43572.871094 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -43572.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43743.585938 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -43743.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43804.964844 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -43804.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43849.804688 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -43849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43885.417969 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -43885.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43907.437500 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -43907.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43918.304688 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -43918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43922.679688 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -43922.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43923.714844 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -43923.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43923.714844 Penalty: 3060.126709
	Iteration 9F: 3 clusters Score -43923.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Entering Unmasked Estep 
Score: -2608297.250000 Penalty: 2502.723145
	Iteration 0F: 2 clusters Score -2608297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2591559.500000 Penalty: 5005.446289
	Iteration 0F: 3 clusters Score -2591560 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2597288.750000 Penalty: 5005.446289
	Iteration 1F: 3 clusters Score -2597289 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2597691.000000 Penalty: 5005.446289
	Iteration 2Q: 3 clusters Score -2597691 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2598005.500000 Penalty: 5005.446289
	Iteration 3Q: 3 clusters Score -2598006 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2598246.750000 Penalty: 5005.446289
	Iteration 4Q: 3 clusters Score -2598247 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2598477.500000 Penalty: 5005.446289
	Iteration 5Q: 3 clusters Score -2598478 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2598711.500000 Penalty: 5005.446289
	Iteration 6Q: 3 clusters Score -2598712 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2598933.500000 Penalty: 5005.446289
	Iteration 7Q: 3 clusters Score -2598934 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2599261.750000 Penalty: 5005.446289
	Iteration 8Q: 3 clusters Score -2599262 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2599656.000000 Penalty: 5005.446289
	Iteration 9Q: 3 clusters Score -2599656 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2600219.750000 Penalty: 5005.446289
	Iteration 10Q: 3 clusters Score -2600220 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2600972.750000 Penalty: 5005.446289
	Iteration 11Q: 3 clusters Score -2600973 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2601919.750000 Penalty: 5005.446289
	Iteration 12F: 3 clusters Score -2601920 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2602937.750000 Penalty: 5005.446289
	Iteration 13F: 3 clusters Score -2602938 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2603786.750000 Penalty: 5005.446289
	Iteration 14Q: 3 clusters Score -2603787 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2604331.000000 Penalty: 5005.446289
	Iteration 15Q: 3 clusters Score -2604331 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2604675.750000 Penalty: 5005.446289
	Iteration 16Q: 3 clusters Score -2604676 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2604948.000000 Penalty: 5005.446289
	Iteration 17Q: 3 clusters Score -2604948 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2605161.000000 Penalty: 5005.446289
	Iteration 18Q: 3 clusters Score -2605161 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2605299.750000 Penalty: 5005.446289
	Iteration 19Q: 3 clusters Score -2605300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2605436.000000 Penalty: 5005.446289
	Iteration 20F: 3 clusters Score -2605436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2605535.250000 Penalty: 5005.446289
	Iteration 21Q: 3 clusters Score -2605535 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2605611.000000 Penalty: 5005.446289
	Iteration 22Q: 3 clusters Score -2605611 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2605691.750000 Penalty: 5005.446289
	Iteration 23Q: 3 clusters Score -2605692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2605752.250000 Penalty: 5005.446289
	Iteration 24Q: 3 clusters Score -2605752 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2605798.000000 Penalty: 5005.446289
	Iteration 25Q: 3 clusters Score -2605798 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2605849.250000 Penalty: 5005.446289
	Iteration 26Q: 3 clusters Score -2605849 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2605894.750000 Penalty: 5005.446289
	Iteration 27Q: 3 clusters Score -2605895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2605916.750000 Penalty: 5005.446289
	Iteration 28Q: 3 clusters Score -2605917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2605942.500000 Penalty: 5005.446289
	Iteration 29Q: 3 clusters Score -2605942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2605951.750000 Penalty: 5005.446289
	Iteration 30Q: 3 clusters Score -2605952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2605968.250000 Penalty: 5005.446289
	Iteration 31Q: 3 clusters Score -2605968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2605988.250000 Penalty: 5005.446289
	Iteration 32Q: 3 clusters Score -2605988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2605990.750000 Penalty: 5005.446289
	Iteration 33Q: 3 clusters Score -2605991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2606000.000000 Penalty: 5005.446289
	Iteration 34Q: 3 clusters Score -2606000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2606014.750000 Penalty: 5005.446289
	Iteration 35Q: 3 clusters Score -2606015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2606023.750000 Penalty: 5005.446289
	Iteration 36Q: 3 clusters Score -2606024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2606034.000000 Penalty: 5005.446289
	Iteration 37Q: 3 clusters Score -2606034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2606037.000000 Penalty: 5005.446289
	Iteration 38Q: 3 clusters Score -2606037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2606060.250000 Penalty: 5005.446289
	Iteration 39Q: 3 clusters Score -2606060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2606069.250000 Penalty: 5005.446289
	Iteration 40F: 3 clusters Score -2606069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2606078.750000 Penalty: 5005.446289
	Iteration 41Q: 3 clusters Score -2606079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2606086.000000 Penalty: 5005.446289
	Iteration 42Q: 3 clusters Score -2606086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2606100.250000 Penalty: 5005.446289
	Iteration 43Q: 3 clusters Score -2606100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2606112.500000 Penalty: 5005.446289
	Iteration 44Q: 3 clusters Score -2606112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2606124.750000 Penalty: 5005.446289
	Iteration 45Q: 3 clusters Score -2606125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2606141.000000 Penalty: 5005.446289
	Iteration 46Q: 3 clusters Score -2606141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2606161.000000 Penalty: 5005.446289
	Iteration 47Q: 3 clusters Score -2606161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2606174.250000 Penalty: 5005.446289
	Iteration 48Q: 3 clusters Score -2606174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2606173.750000 Penalty: 5005.446289
	Iteration 49Q: 3 clusters Score -2606174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2606180.500000 Penalty: 5005.446289
	Iteration 50Q: 3 clusters Score -2606180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2606192.250000 Penalty: 5005.446289
	Iteration 51Q: 3 clusters Score -2606192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2606201.750000 Penalty: 5005.446289
	Iteration 52Q: 3 clusters Score -2606202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2606207.750000 Penalty: 5005.446289
	Iteration 53Q: 3 clusters Score -2606208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2606203.500000 Penalty: 5005.446289
	Iteration 54Q: 3 clusters Score -2606204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2606203.000000 Penalty: 5005.446289
	Iteration 55Q: 3 clusters Score -2606203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2606219.250000 Penalty: 5005.446289
	Iteration 56Q: 3 clusters Score -2606219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2606223.500000 Penalty: 5005.446289
	Iteration 57Q: 3 clusters Score -2606224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2606222.750000 Penalty: 5005.446289
	Iteration 58Q: 3 clusters Score -2606223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2606221.500000 Penalty: 5005.446289
	Iteration 59Q: 3 clusters Score -2606222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2606225.500000 Penalty: 5005.446289
	Iteration 60F: 3 clusters Score -2606226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2606221.000000 Penalty: 5005.446289
	Iteration 61Q: 3 clusters Score -2606221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2606224.500000 Penalty: 5005.446289
	Iteration 62Q: 3 clusters Score -2606224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2606231.250000 Penalty: 5005.446289
	Iteration 63Q: 3 clusters Score -2606231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2606237.000000 Penalty: 5005.446289
	Iteration 64Q: 3 clusters Score -2606237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2606239.250000 Penalty: 5005.446289
	Iteration 65Q: 3 clusters Score -2606239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2606241.000000 Penalty: 5005.446289
	Iteration 66Q: 3 clusters Score -2606241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2606242.750000 Penalty: 5005.446289
	Iteration 67Q: 3 clusters Score -2606243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2606244.500000 Penalty: 5005.446289
	Iteration 68Q: 3 clusters Score -2606244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2606252.500000 Penalty: 5005.446289
	Iteration 69Q: 3 clusters Score -2606252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2606252.750000 Penalty: 5005.446289
	Iteration 70Q: 3 clusters Score -2606253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2606245.000000 Penalty: 5005.446289
	Iteration 71Q: 3 clusters Score -2606245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2606248.250000 Penalty: 5005.446289
	Iteration 72Q: 3 clusters Score -2606248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2606249.500000 Penalty: 5005.446289
	Iteration 73Q: 3 clusters Score -2606250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2606245.500000 Penalty: 5005.446289
	Iteration 74Q: 3 clusters Score -2606246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2606251.500000 Penalty: 5005.446289
	Iteration 75Q: 3 clusters Score -2606252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2606250.000000 Penalty: 5005.446289
	Iteration 76Q: 3 clusters Score -2606250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2606253.000000 Penalty: 5005.446289
	Iteration 77Q: 3 clusters Score -2606253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2606253.750000 Penalty: 5005.446289
	Iteration 78Q: 3 clusters Score -2606254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2606253.500000 Penalty: 5005.446289
	Iteration 79Q: 3 clusters Score -2606254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2606254.750000 Penalty: 5005.446289
	Iteration 80F: 3 clusters Score -2606255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2606256.000000 Penalty: 5005.446289
	Iteration 81Q: 3 clusters Score -2606256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2606255.000000 Penalty: 5005.446289
	Iteration 82Q: 3 clusters Score -2606255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2606262.500000 Penalty: 5005.446289
	Iteration 83Q: 3 clusters Score -2606262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2606257.750000 Penalty: 5005.446289
	Iteration 84Q: 3 clusters Score -2606258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2606257.000000 Penalty: 5005.446289
	Iteration 85Q: 3 clusters Score -2606257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2606256.500000 Penalty: 5005.446289
	Iteration 86Q: 3 clusters Score -2606256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2606259.000000 Penalty: 5005.446289
	Iteration 87Q: 3 clusters Score -2606259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2606259.000000 Penalty: 5005.446289
	Iteration 88F: 3 clusters Score -2606259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Entering Unmasked Estep 
Score: -2693418.000000 Penalty: 2510.659424
	Iteration 0F: 2 clusters Score -2693418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2676024.250000 Penalty: 5021.318848
	Iteration 0F: 3 clusters Score -2676024 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2682366.000000 Penalty: 5021.318848
	Iteration 1F: 3 clusters Score -2682366 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2683062.500000 Penalty: 5021.318848
	Iteration 2F: 3 clusters Score -2683062 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2683744.500000 Penalty: 5021.318848
	Iteration 3F: 3 clusters Score -2683744 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2684387.000000 Penalty: 5021.318848
	Iteration 4F: 3 clusters Score -2684387 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2685101.250000 Penalty: 5021.318848
	Iteration 5F: 3 clusters Score -2685101 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2685792.750000 Penalty: 5021.318848
	Iteration 6F: 3 clusters Score -2685793 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2686573.250000 Penalty: 5021.318848
	Iteration 7F: 3 clusters Score -2686573 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2687320.500000 Penalty: 5021.318848
	Iteration 8F: 3 clusters Score -2687320 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2687968.750000 Penalty: 5021.318848
	Iteration 9Q: 3 clusters Score -2687969 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2688470.500000 Penalty: 5021.318848
	Iteration 10Q: 3 clusters Score -2688470 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2688763.750000 Penalty: 5021.318848
	Iteration 11Q: 3 clusters Score -2688764 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2688963.500000 Penalty: 5021.318848
	Iteration 12Q: 3 clusters Score -2688964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2689101.000000 Penalty: 5021.318848
	Iteration 13Q: 3 clusters Score -2689101 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2689235.000000 Penalty: 5021.318848
	Iteration 14Q: 3 clusters Score -2689235 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2689344.250000 Penalty: 5021.318848
	Iteration 15Q: 3 clusters Score -2689344 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2689454.500000 Penalty: 5021.318848
	Iteration 16Q: 3 clusters Score -2689454 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2689540.500000 Penalty: 5021.318848
	Iteration 17Q: 3 clusters Score -2689540 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2689630.500000 Penalty: 5021.318848
	Iteration 18Q: 3 clusters Score -2689630 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2689712.000000 Penalty: 5021.318848
	Iteration 19Q: 3 clusters Score -2689712 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2689807.750000 Penalty: 5021.318848
	Iteration 20F: 3 clusters Score -2689808 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2689869.000000 Penalty: 5021.318848
	Iteration 21Q: 3 clusters Score -2689869 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2689927.500000 Penalty: 5021.318848
	Iteration 22Q: 3 clusters Score -2689928 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2689986.000000 Penalty: 5021.318848
	Iteration 23Q: 3 clusters Score -2689986 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2690060.500000 Penalty: 5021.318848
	Iteration 24Q: 3 clusters Score -2690060 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2690110.500000 Penalty: 5021.318848
	Iteration 25Q: 3 clusters Score -2690110 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2690165.500000 Penalty: 5021.318848
	Iteration 26Q: 3 clusters Score -2690166 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2690214.250000 Penalty: 5021.318848
	Iteration 27Q: 3 clusters Score -2690214 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2690262.750000 Penalty: 5021.318848
	Iteration 28Q: 3 clusters Score -2690263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2690313.000000 Penalty: 5021.318848
	Iteration 29Q: 3 clusters Score -2690313 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2690357.250000 Penalty: 5021.318848
	Iteration 30Q: 3 clusters Score -2690357 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2690394.250000 Penalty: 5021.318848
	Iteration 31Q: 3 clusters Score -2690394 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2690444.750000 Penalty: 5021.318848
	Iteration 32Q: 3 clusters Score -2690445 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2690488.250000 Penalty: 5021.318848
	Iteration 33Q: 3 clusters Score -2690488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2690527.000000 Penalty: 5021.318848
	Iteration 34Q: 3 clusters Score -2690527 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2690572.250000 Penalty: 5021.318848
	Iteration 35Q: 3 clusters Score -2690572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2690610.500000 Penalty: 5021.318848
	Iteration 36Q: 3 clusters Score -2690610 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2690652.000000 Penalty: 5021.318848
	Iteration 37Q: 3 clusters Score -2690652 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2690686.000000 Penalty: 5021.318848
	Iteration 38Q: 3 clusters Score -2690686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2690716.750000 Penalty: 5021.318848
	Iteration 39Q: 3 clusters Score -2690717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2690745.000000 Penalty: 5021.318848
	Iteration 40F: 3 clusters Score -2690745 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2690791.500000 Penalty: 5021.318848
	Iteration 41Q: 3 clusters Score -2690792 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2690832.750000 Penalty: 5021.318848
	Iteration 42Q: 3 clusters Score -2690833 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2690868.750000 Penalty: 5021.318848
	Iteration 43Q: 3 clusters Score -2690869 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2690897.750000 Penalty: 5021.318848
	Iteration 44Q: 3 clusters Score -2690898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2690937.250000 Penalty: 5021.318848
	Iteration 45Q: 3 clusters Score -2690937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2690962.500000 Penalty: 5021.318848
	Iteration 46Q: 3 clusters Score -2690962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2690984.500000 Penalty: 5021.318848
	Iteration 47Q: 3 clusters Score -2690984 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2691031.250000 Penalty: 5021.318848
	Iteration 48Q: 3 clusters Score -2691031 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2691055.000000 Penalty: 5021.318848
	Iteration 49Q: 3 clusters Score -2691055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2691094.750000 Penalty: 5021.318848
	Iteration 50Q: 3 clusters Score -2691095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2691137.000000 Penalty: 5021.318848
	Iteration 51Q: 3 clusters Score -2691137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2691173.750000 Penalty: 5021.318848
	Iteration 52Q: 3 clusters Score -2691174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2691210.750000 Penalty: 5021.318848
	Iteration 53Q: 3 clusters Score -2691211 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2691232.000000 Penalty: 5021.318848
	Iteration 54Q: 3 clusters Score -2691232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2691246.250000 Penalty: 5021.318848
	Iteration 55Q: 3 clusters Score -2691246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2691276.500000 Penalty: 5021.318848
	Iteration 56Q: 3 clusters Score -2691276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2691300.500000 Penalty: 5021.318848
	Iteration 57Q: 3 clusters Score -2691300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2691328.250000 Penalty: 5021.318848
	Iteration 58Q: 3 clusters Score -2691328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2691362.750000 Penalty: 5021.318848
	Iteration 59Q: 3 clusters Score -2691363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2691383.500000 Penalty: 5021.318848
	Iteration 60F: 3 clusters Score -2691384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2691393.750000 Penalty: 5021.318848
	Iteration 61Q: 3 clusters Score -2691394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2691416.250000 Penalty: 5021.318848
	Iteration 62Q: 3 clusters Score -2691416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2691428.500000 Penalty: 5021.318848
	Iteration 63Q: 3 clusters Score -2691428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2691445.000000 Penalty: 5021.318848
	Iteration 64Q: 3 clusters Score -2691445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2691463.000000 Penalty: 5021.318848
	Iteration 65Q: 3 clusters Score -2691463 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2691484.000000 Penalty: 5021.318848
	Iteration 66Q: 3 clusters Score -2691484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2691498.000000 Penalty: 5021.318848
	Iteration 67Q: 3 clusters Score -2691498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2691520.250000 Penalty: 5021.318848
	Iteration 68Q: 3 clusters Score -2691520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2691531.750000 Penalty: 5021.318848
	Iteration 69Q: 3 clusters Score -2691532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2691534.500000 Penalty: 5021.318848
	Iteration 70Q: 3 clusters Score -2691534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2691532.500000 Penalty: 5021.318848
	Iteration 71Q: 3 clusters Score -2691532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2691548.500000 Penalty: 5021.318848
	Iteration 72Q: 3 clusters Score -2691548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2691557.750000 Penalty: 5021.318848
	Iteration 73Q: 3 clusters Score -2691558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2691558.250000 Penalty: 5021.318848
	Iteration 74Q: 3 clusters Score -2691558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2691556.750000 Penalty: 5021.318848
	Iteration 75Q: 3 clusters Score -2691557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2691562.000000 Penalty: 5021.318848
	Iteration 76Q: 3 clusters Score -2691562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2691568.000000 Penalty: 5021.318848
	Iteration 77Q: 3 clusters Score -2691568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2691576.500000 Penalty: 5021.318848
	Iteration 78Q: 3 clusters Score -2691576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2691590.250000 Penalty: 5021.318848
	Iteration 79Q: 3 clusters Score -2691590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2691589.750000 Penalty: 5021.318848
	Iteration 80F: 3 clusters Score -2691590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2691600.500000 Penalty: 5021.318848
	Iteration 81Q: 3 clusters Score -2691600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2691612.250000 Penalty: 5021.318848
	Iteration 82Q: 3 clusters Score -2691612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2691626.000000 Penalty: 5021.318848
	Iteration 83Q: 3 clusters Score -2691626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2691628.000000 Penalty: 5021.318848
	Iteration 84Q: 3 clusters Score -2691628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2691628.250000 Penalty: 5021.318848
	Iteration 85Q: 3 clusters Score -2691628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2691632.500000 Penalty: 5021.318848
	Iteration 86Q: 3 clusters Score -2691632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2691633.250000 Penalty: 5021.318848
	Iteration 87Q: 3 clusters Score -2691633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2691636.500000 Penalty: 5021.318848
	Iteration 88Q: 3 clusters Score -2691636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2691639.250000 Penalty: 5021.318848
	Iteration 89Q: 3 clusters Score -2691639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2691644.750000 Penalty: 5021.318848
	Iteration 90Q: 3 clusters Score -2691645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2691647.750000 Penalty: 5021.318848
	Iteration 91Q: 3 clusters Score -2691648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2691645.000000 Penalty: 5021.318848
	Iteration 92Q: 3 clusters Score -2691645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2691650.250000 Penalty: 5021.318848
	Iteration 93Q: 3 clusters Score -2691650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2691655.000000 Penalty: 5021.318848
	Iteration 94Q: 3 clusters Score -2691655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2691653.250000 Penalty: 5021.318848
	Iteration 95Q: 3 clusters Score -2691653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2691657.750000 Penalty: 5021.318848
	Iteration 96Q: 3 clusters Score -2691658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2691653.250000 Penalty: 5021.318848
	Iteration 97Q: 3 clusters Score -2691653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2691648.250000 Penalty: 5021.318848
	Iteration 98Q: 3 clusters Score -2691648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2691652.000000 Penalty: 5021.318848
	Iteration 99Q: 3 clusters Score -2691652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2691658.000000 Penalty: 5021.318848
	Iteration 100F: 3 clusters Score -2691658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2691655.500000 Penalty: 5021.318848
	Iteration 101Q: 3 clusters Score -2691656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2691653.500000 Penalty: 5021.318848
	Iteration 102Q: 3 clusters Score -2691654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2691661.250000 Penalty: 5021.318848
	Iteration 103Q: 3 clusters Score -2691661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2691666.250000 Penalty: 5021.318848
	Iteration 104Q: 3 clusters Score -2691666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2691662.500000 Penalty: 5021.318848
	Iteration 105Q: 3 clusters Score -2691662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2691670.500000 Penalty: 5021.318848
	Iteration 106Q: 3 clusters Score -2691670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2691668.500000 Penalty: 5021.318848
	Iteration 107Q: 3 clusters Score -2691668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2691670.500000 Penalty: 5021.318848
	Iteration 108Q: 3 clusters Score -2691670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2691668.750000 Penalty: 5021.318848
	Iteration 109Q: 3 clusters Score -2691669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2691672.250000 Penalty: 5021.318848
	Iteration 110Q: 3 clusters Score -2691672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2691671.500000 Penalty: 5021.318848
	Iteration 111Q: 3 clusters Score -2691672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2691676.000000 Penalty: 5021.318848
	Iteration 112Q: 3 clusters Score -2691676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2691675.250000 Penalty: 5021.318848
	Iteration 113Q: 3 clusters Score -2691675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2691678.250000 Penalty: 5021.318848
	Iteration 114Q: 3 clusters Score -2691678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2691673.750000 Penalty: 5021.318848
	Iteration 115Q: 3 clusters Score -2691674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2691674.500000 Penalty: 5021.318848
	Iteration 116Q: 3 clusters Score -2691674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2691680.250000 Penalty: 5021.318848
	Iteration 117Q: 3 clusters Score -2691680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2691681.000000 Penalty: 5021.318848
	Iteration 118Q: 3 clusters Score -2691681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2691677.250000 Penalty: 5021.318848
	Iteration 119Q: 3 clusters Score -2691677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2691680.000000 Penalty: 5021.318848
	Iteration 120F: 3 clusters Score -2691680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2691682.000000 Penalty: 5021.318848
	Iteration 121Q: 3 clusters Score -2691682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2691680.500000 Penalty: 5021.318848
	Iteration 122Q: 3 clusters Score -2691680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2691687.000000 Penalty: 5021.318848
	Iteration 123Q: 3 clusters Score -2691687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2691680.500000 Penalty: 5021.318848
	Iteration 124Q: 3 clusters Score -2691680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2691677.250000 Penalty: 5021.318848
	Iteration 125Q: 3 clusters Score -2691677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2691676.500000 Penalty: 5021.318848
	Iteration 126Q: 3 clusters Score -2691676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2691676.500000 Penalty: 5021.318848
	Iteration 127F: 3 clusters Score -2691676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -680380.937500 Penalty: 2176.795410
	Iteration 0F: 2 clusters Score -680380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -674853.812500 Penalty: 4353.590820
	Iteration 0F: 3 clusters Score -674853.8 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -676277.062500 Penalty: 4353.590820
	Iteration 1F: 3 clusters Score -676277.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -676529.625000 Penalty: 4353.590820
	Iteration 2F: 3 clusters Score -676529.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -676712.687500 Penalty: 4353.590820
	Iteration 3F: 3 clusters Score -676712.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -676837.125000 Penalty: 4353.590820
	Iteration 4Q: 3 clusters Score -676837.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -676949.687500 Penalty: 4353.590820
	Iteration 5Q: 3 clusters Score -676949.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -677081.250000 Penalty: 4353.590820
	Iteration 6Q: 3 clusters Score -677081.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -677235.812500 Penalty: 4353.590820
	Iteration 7Q: 3 clusters Score -677235.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -677384.062500 Penalty: 4353.590820
	Iteration 8Q: 3 clusters Score -677384.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -677557.937500 Penalty: 4353.590820
	Iteration 9Q: 3 clusters Score -677557.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -677715.250000 Penalty: 4353.590820
	Iteration 10Q: 3 clusters Score -677715.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -677878.937500 Penalty: 4353.590820
	Iteration 11Q: 3 clusters Score -677878.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -678044.562500 Penalty: 4353.590820
	Iteration 12Q: 3 clusters Score -678044.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -678182.562500 Penalty: 4353.590820
	Iteration 13Q: 3 clusters Score -678182.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -678304.062500 Penalty: 4353.590820
	Iteration 14Q: 3 clusters Score -678304.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -678389.000000 Penalty: 4353.590820
	Iteration 15Q: 3 clusters Score -678389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -678434.000000 Penalty: 4353.590820
	Iteration 16Q: 3 clusters Score -678434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -678466.687500 Penalty: 4353.590820
	Iteration 17Q: 3 clusters Score -678466.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -678495.437500 Penalty: 4353.590820
	Iteration 18Q: 3 clusters Score -678495.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -678516.812500 Penalty: 4353.590820
	Iteration 19Q: 3 clusters Score -678516.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -678533.812500 Penalty: 4353.590820
	Iteration 20F: 3 clusters Score -678533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -678540.375000 Penalty: 4353.590820
	Iteration 21Q: 3 clusters Score -678540.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -678549.250000 Penalty: 4353.590820
	Iteration 22Q: 3 clusters Score -678549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -678554.500000 Penalty: 4353.590820
	Iteration 23Q: 3 clusters Score -678554.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -678561.562500 Penalty: 4353.590820
	Iteration 24Q: 3 clusters Score -678561.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -678568.500000 Penalty: 4353.590820
	Iteration 25Q: 3 clusters Score -678568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -678574.000000 Penalty: 4353.590820
	Iteration 26Q: 3 clusters Score -678574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -678579.750000 Penalty: 4353.590820
	Iteration 27Q: 3 clusters Score -678579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -678586.062500 Penalty: 4353.590820
	Iteration 28Q: 3 clusters Score -678586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -678589.562500 Penalty: 4353.590820
	Iteration 29Q: 3 clusters Score -678589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -678593.312500 Penalty: 4353.590820
	Iteration 30Q: 3 clusters Score -678593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -678597.312500 Penalty: 4353.590820
	Iteration 31Q: 3 clusters Score -678597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -678597.437500 Penalty: 4353.590820
	Iteration 32Q: 3 clusters Score -678597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -678598.812500 Penalty: 4353.590820
	Iteration 33Q: 3 clusters Score -678598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -678598.812500 Penalty: 4353.590820
	Iteration 34F: 3 clusters Score -678598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -33319.875000 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -33319.88 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 203 members 
Entering Unmasked Estep 
Score: -31916.367188 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -31916.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32139.900391 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -32139.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32237.054688 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -32237.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32375.666016 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -32375.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32487.210938 Penalty: 2984.013916
	Iteration 4F: 3 clusters Score -32487.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32691.421875 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -32691.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32774.382812 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -32774.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32850.828125 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -32850.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32867.441406 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -32867.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32882.515625 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -32882.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32888.238281 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -32888.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32895.082031 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -32895.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32895.082031 Penalty: 2984.013916
	Iteration 12F: 3 clusters Score -32895.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -84692.328125 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -84692.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82813.062500 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -82813.06 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83181.773438 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -83181.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83373.148438 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -83373.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -83616.328125 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -83616.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -83808.781250 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -83808.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -84019.546875 Penalty: 3387.041260
	Iteration 5F: 3 clusters Score -84019.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -84248.992188 Penalty: 3387.041260
	Iteration 6F: 3 clusters Score -84248.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84484.890625 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -84484.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -84598.414062 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -84598.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -84614.617188 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -84614.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84624.015625 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -84624.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84628.195312 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -84628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -84630.507812 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -84630.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -84630.507812 Penalty: 3387.041260
	Iteration 13F: 3 clusters Score -84630.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Entering Unmasked Estep 
Score: -4211775.000000 Penalty: 2621.972412
	Iteration 0F: 2 clusters Score -4211775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4185247.500000 Penalty: 5243.944824
	Iteration 0F: 3 clusters Score -4185248 nChanged 17851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4194991.500000 Penalty: 5243.944824
	Iteration 1F: 3 clusters Score -4194992 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4195647.500000 Penalty: 5243.944824
	Iteration 2Q: 3 clusters Score -4195648 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4196397.500000 Penalty: 5243.944824
	Iteration 3Q: 3 clusters Score -4196398 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4197238.000000 Penalty: 5243.944824
	Iteration 4Q: 3 clusters Score -4197238 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4198250.000000 Penalty: 5243.944824
	Iteration 5F: 3 clusters Score -4198250 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4199531.500000 Penalty: 5243.944824
	Iteration 6F: 3 clusters Score -4199532 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4201142.500000 Penalty: 5243.944824
	Iteration 7F: 3 clusters Score -4201142 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4202998.500000 Penalty: 5243.944824
	Iteration 8F: 3 clusters Score -4202998 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4204791.000000 Penalty: 5243.944824
	Iteration 9F: 3 clusters Score -4204791 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -4206041.500000 Penalty: 5243.944824
	Iteration 10Q: 3 clusters Score -4206042 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4206637.500000 Penalty: 5243.944824
	Iteration 11Q: 3 clusters Score -4206638 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4206915.000000 Penalty: 5243.944824
	Iteration 12Q: 3 clusters Score -4206915 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4207143.500000 Penalty: 5243.944824
	Iteration 13Q: 3 clusters Score -4207144 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4207307.500000 Penalty: 5243.944824
	Iteration 14Q: 3 clusters Score -4207308 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -4207503.000000 Penalty: 5243.944824
	Iteration 15Q: 3 clusters Score -4207503 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4207657.000000 Penalty: 5243.944824
	Iteration 16Q: 3 clusters Score -4207657 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4207756.000000 Penalty: 5243.944824
	Iteration 17Q: 3 clusters Score -4207756 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4207870.000000 Penalty: 5243.944824
	Iteration 18Q: 3 clusters Score -4207870 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4207938.500000 Penalty: 5243.944824
	Iteration 19Q: 3 clusters Score -4207938 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4208038.500000 Penalty: 5243.944824
	Iteration 20F: 3 clusters Score -4208038 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4208115.000000 Penalty: 5243.944824
	Iteration 21Q: 3 clusters Score -4208115 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4208200.500000 Penalty: 5243.944824
	Iteration 22Q: 3 clusters Score -4208200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4208278.000000 Penalty: 5243.944824
	Iteration 23Q: 3 clusters Score -4208278 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4208372.500000 Penalty: 5243.944824
	Iteration 24Q: 3 clusters Score -4208372 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4208451.500000 Penalty: 5243.944824
	Iteration 25Q: 3 clusters Score -4208452 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4208546.000000 Penalty: 5243.944824
	Iteration 26Q: 3 clusters Score -4208546 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4208624.000000 Penalty: 5243.944824
	Iteration 27Q: 3 clusters Score -4208624 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4208693.500000 Penalty: 5243.944824
	Iteration 28Q: 3 clusters Score -4208694 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4208732.000000 Penalty: 5243.944824
	Iteration 29Q: 3 clusters Score -4208732 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4208808.000000 Penalty: 5243.944824
	Iteration 30Q: 3 clusters Score -4208808 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4208878.500000 Penalty: 5243.944824
	Iteration 31Q: 3 clusters Score -4208878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4208929.000000 Penalty: 5243.944824
	Iteration 32Q: 3 clusters Score -4208929 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -4208991.500000 Penalty: 5243.944824
	Iteration 33Q: 3 clusters Score -4208992 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4209046.000000 Penalty: 5243.944824
	Iteration 34Q: 3 clusters Score -4209046 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4209086.500000 Penalty: 5243.944824
	Iteration 35Q: 3 clusters Score -4209086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4209119.500000 Penalty: 5243.944824
	Iteration 36Q: 3 clusters Score -4209120 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4209165.500000 Penalty: 5243.944824
	Iteration 37Q: 3 clusters Score -4209166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4209200.500000 Penalty: 5243.944824
	Iteration 38Q: 3 clusters Score -4209200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4209245.000000 Penalty: 5243.944824
	Iteration 39Q: 3 clusters Score -4209245 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4209281.500000 Penalty: 5243.944824
	Iteration 40F: 3 clusters Score -4209282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4209311.000000 Penalty: 5243.944824
	Iteration 41Q: 3 clusters Score -4209311 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4209335.000000 Penalty: 5243.944824
	Iteration 42Q: 3 clusters Score -4209335 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4209360.500000 Penalty: 5243.944824
	Iteration 43Q: 3 clusters Score -4209360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4209395.000000 Penalty: 5243.944824
	Iteration 44Q: 3 clusters Score -4209395 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4209430.000000 Penalty: 5243.944824
	Iteration 45Q: 3 clusters Score -4209430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4209469.500000 Penalty: 5243.944824
	Iteration 46Q: 3 clusters Score -4209470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4209486.500000 Penalty: 5243.944824
	Iteration 47Q: 3 clusters Score -4209486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4209509.500000 Penalty: 5243.944824
	Iteration 48Q: 3 clusters Score -4209510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4209527.500000 Penalty: 5243.944824
	Iteration 49Q: 3 clusters Score -4209528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4209554.000000 Penalty: 5243.944824
	Iteration 50Q: 3 clusters Score -4209554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4209574.500000 Penalty: 5243.944824
	Iteration 51Q: 3 clusters Score -4209574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4209596.500000 Penalty: 5243.944824
	Iteration 52Q: 3 clusters Score -4209596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4209627.500000 Penalty: 5243.944824
	Iteration 53Q: 3 clusters Score -4209628 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4209653.000000 Penalty: 5243.944824
	Iteration 54Q: 3 clusters Score -4209653 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4209666.000000 Penalty: 5243.944824
	Iteration 55Q: 3 clusters Score -4209666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4209679.500000 Penalty: 5243.944824
	Iteration 56Q: 3 clusters Score -4209680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4209687.000000 Penalty: 5243.944824
	Iteration 57Q: 3 clusters Score -4209687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4209708.000000 Penalty: 5243.944824
	Iteration 58Q: 3 clusters Score -4209708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4209716.500000 Penalty: 5243.944824
	Iteration 59Q: 3 clusters Score -4209716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4209726.500000 Penalty: 5243.944824
	Iteration 60F: 3 clusters Score -4209726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4209743.000000 Penalty: 5243.944824
	Iteration 61Q: 3 clusters Score -4209743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4209760.000000 Penalty: 5243.944824
	Iteration 62Q: 3 clusters Score -4209760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4209764.000000 Penalty: 5243.944824
	Iteration 63Q: 3 clusters Score -4209764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4209779.000000 Penalty: 5243.944824
	Iteration 64Q: 3 clusters Score -4209779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4209787.000000 Penalty: 5243.944824
	Iteration 65Q: 3 clusters Score -4209787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4209799.000000 Penalty: 5243.944824
	Iteration 66Q: 3 clusters Score -4209799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4209809.000000 Penalty: 5243.944824
	Iteration 67Q: 3 clusters Score -4209809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4209814.500000 Penalty: 5243.944824
	Iteration 68Q: 3 clusters Score -4209814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4209810.500000 Penalty: 5243.944824
	Iteration 69Q: 3 clusters Score -4209810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4209816.000000 Penalty: 5243.944824
	Iteration 70Q: 3 clusters Score -4209816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4209821.500000 Penalty: 5243.944824
	Iteration 71Q: 3 clusters Score -4209822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4209824.500000 Penalty: 5243.944824
	Iteration 72Q: 3 clusters Score -4209824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4209824.500000 Penalty: 5243.944824
	Iteration 73Q: 3 clusters Score -4209824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4209830.500000 Penalty: 5243.944824
	Iteration 74Q: 3 clusters Score -4209830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4209831.500000 Penalty: 5243.944824
	Iteration 75Q: 3 clusters Score -4209832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4209834.500000 Penalty: 5243.944824
	Iteration 76Q: 3 clusters Score -4209834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4209833.000000 Penalty: 5243.944824
	Iteration 77Q: 3 clusters Score -4209833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4209834.500000 Penalty: 5243.944824
	Iteration 78Q: 3 clusters Score -4209834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4209837.000000 Penalty: 5243.944824
	Iteration 79Q: 3 clusters Score -4209837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4209842.500000 Penalty: 5243.944824
	Iteration 80F: 3 clusters Score -4209842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4209847.500000 Penalty: 5243.944824
	Iteration 81Q: 3 clusters Score -4209848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4209848.500000 Penalty: 5243.944824
	Iteration 82Q: 3 clusters Score -4209848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4209847.500000 Penalty: 5243.944824
	Iteration 83Q: 3 clusters Score -4209848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4209854.500000 Penalty: 5243.944824
	Iteration 84Q: 3 clusters Score -4209854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4209854.000000 Penalty: 5243.944824
	Iteration 85Q: 3 clusters Score -4209854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4209854.500000 Penalty: 5243.944824
	Iteration 86Q: 3 clusters Score -4209854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4209858.500000 Penalty: 5243.944824
	Iteration 87Q: 3 clusters Score -4209858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4209853.000000 Penalty: 5243.944824
	Iteration 88Q: 3 clusters Score -4209853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4209856.500000 Penalty: 5243.944824
	Iteration 89Q: 3 clusters Score -4209856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4209857.000000 Penalty: 5243.944824
	Iteration 90Q: 3 clusters Score -4209857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4209860.000000 Penalty: 5243.944824
	Iteration 91Q: 3 clusters Score -4209860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4209865.000000 Penalty: 5243.944824
	Iteration 92Q: 3 clusters Score -4209865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4209861.500000 Penalty: 5243.944824
	Iteration 93Q: 3 clusters Score -4209862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4209860.500000 Penalty: 5243.944824
	Iteration 94Q: 3 clusters Score -4209860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4209867.500000 Penalty: 5243.944824
	Iteration 95Q: 3 clusters Score -4209868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4209861.500000 Penalty: 5243.944824
	Iteration 96Q: 3 clusters Score -4209862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4209864.000000 Penalty: 5243.944824
	Iteration 97Q: 3 clusters Score -4209864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4209863.000000 Penalty: 5243.944824
	Iteration 98Q: 3 clusters Score -4209863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4209858.500000 Penalty: 5243.944824
	Iteration 99Q: 3 clusters Score -4209858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4209862.000000 Penalty: 5243.944824
	Iteration 100F: 3 clusters Score -4209862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4209862.000000 Penalty: 5243.944824
	Iteration 101Q: 3 clusters Score -4209862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4209862.500000 Penalty: 5243.944824
	Iteration 102Q: 3 clusters Score -4209862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4209860.000000 Penalty: 5243.944824
	Iteration 103Q: 3 clusters Score -4209860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4209863.500000 Penalty: 5243.944824
	Iteration 104Q: 3 clusters Score -4209864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4209868.500000 Penalty: 5243.944824
	Iteration 105Q: 3 clusters Score -4209868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4209870.500000 Penalty: 5243.944824
	Iteration 106Q: 3 clusters Score -4209870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4209876.500000 Penalty: 5243.944824
	Iteration 107Q: 3 clusters Score -4209876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4209877.500000 Penalty: 5243.944824
	Iteration 108Q: 3 clusters Score -4209878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4209877.000000 Penalty: 5243.944824
	Iteration 109Q: 3 clusters Score -4209877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4209877.000000 Penalty: 5243.944824
	Iteration 110F: 3 clusters Score -4209877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Entering Unmasked Estep 
Score: -655636.187500 Penalty: 2179.873291
	Iteration 0F: 2 clusters Score -655636.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -650131.062500 Penalty: 4359.746582
	Iteration 0F: 3 clusters Score -650131.1 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -651821.187500 Penalty: 4359.746582
	Iteration 1F: 3 clusters Score -651821.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -652386.937500 Penalty: 4359.746582
	Iteration 2F: 3 clusters Score -652386.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -652858.000000 Penalty: 4359.746582
	Iteration 3F: 3 clusters Score -652858 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -653270.062500 Penalty: 4359.746582
	Iteration 4F: 3 clusters Score -653270.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -653571.875000 Penalty: 4359.746582
	Iteration 5F: 3 clusters Score -653571.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -653786.562500 Penalty: 4359.746582
	Iteration 6Q: 3 clusters Score -653786.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -653941.125000 Penalty: 4359.746582
	Iteration 7Q: 3 clusters Score -653941.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -654030.812500 Penalty: 4359.746582
	Iteration 8Q: 3 clusters Score -654030.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -654098.875000 Penalty: 4359.746582
	Iteration 9Q: 3 clusters Score -654098.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -654148.687500 Penalty: 4359.746582
	Iteration 10Q: 3 clusters Score -654148.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -654179.875000 Penalty: 4359.746582
	Iteration 11Q: 3 clusters Score -654179.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -654202.625000 Penalty: 4359.746582
	Iteration 12Q: 3 clusters Score -654202.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -654224.125000 Penalty: 4359.746582
	Iteration 13Q: 3 clusters Score -654224.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -654234.937500 Penalty: 4359.746582
	Iteration 14Q: 3 clusters Score -654234.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -654243.812500 Penalty: 4359.746582
	Iteration 15Q: 3 clusters Score -654243.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -654254.625000 Penalty: 4359.746582
	Iteration 16Q: 3 clusters Score -654254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -654264.125000 Penalty: 4359.746582
	Iteration 17Q: 3 clusters Score -654264.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -654272.062500 Penalty: 4359.746582
	Iteration 18Q: 3 clusters Score -654272.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -654286.250000 Penalty: 4359.746582
	Iteration 19Q: 3 clusters Score -654286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -654299.375000 Penalty: 4359.746582
	Iteration 20F: 3 clusters Score -654299.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -654310.125000 Penalty: 4359.746582
	Iteration 21Q: 3 clusters Score -654310.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -654321.000000 Penalty: 4359.746582
	Iteration 22Q: 3 clusters Score -654321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -654325.750000 Penalty: 4359.746582
	Iteration 23Q: 3 clusters Score -654325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -654327.812500 Penalty: 4359.746582
	Iteration 24Q: 3 clusters Score -654327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -654330.625000 Penalty: 4359.746582
	Iteration 25Q: 3 clusters Score -654330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -654333.312500 Penalty: 4359.746582
	Iteration 26Q: 3 clusters Score -654333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -654335.562500 Penalty: 4359.746582
	Iteration 27Q: 3 clusters Score -654335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -654336.750000 Penalty: 4359.746582
	Iteration 28Q: 3 clusters Score -654336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -654337.937500 Penalty: 4359.746582
	Iteration 29Q: 3 clusters Score -654337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -654340.250000 Penalty: 4359.746582
	Iteration 30Q: 3 clusters Score -654340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -654341.937500 Penalty: 4359.746582
	Iteration 31Q: 3 clusters Score -654341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -654341.250000 Penalty: 4359.746582
	Iteration 32Q: 3 clusters Score -654341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -654343.625000 Penalty: 4359.746582
	Iteration 33Q: 3 clusters Score -654343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -654342.875000 Penalty: 4359.746582
	Iteration 34Q: 3 clusters Score -654342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -654344.687500 Penalty: 4359.746582
	Iteration 35Q: 3 clusters Score -654344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -654345.937500 Penalty: 4359.746582
	Iteration 36Q: 3 clusters Score -654345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -654347.500000 Penalty: 4359.746582
	Iteration 37Q: 3 clusters Score -654347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -654348.687500 Penalty: 4359.746582
	Iteration 38Q: 3 clusters Score -654348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -654350.437500 Penalty: 4359.746582
	Iteration 39Q: 3 clusters Score -654350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -654353.187500 Penalty: 4359.746582
	Iteration 40F: 3 clusters Score -654353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -654356.625000 Penalty: 4359.746582
	Iteration 41Q: 3 clusters Score -654356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -654360.000000 Penalty: 4359.746582
	Iteration 42Q: 3 clusters Score -654360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -654360.750000 Penalty: 4359.746582
	Iteration 43Q: 3 clusters Score -654360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -654362.625000 Penalty: 4359.746582
	Iteration 44Q: 3 clusters Score -654362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -654364.375000 Penalty: 4359.746582
	Iteration 45Q: 3 clusters Score -654364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -654366.062500 Penalty: 4359.746582
	Iteration 46Q: 3 clusters Score -654366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -654366.875000 Penalty: 4359.746582
	Iteration 47Q: 3 clusters Score -654366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -654368.625000 Penalty: 4359.746582
	Iteration 48Q: 3 clusters Score -654368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -654370.875000 Penalty: 4359.746582
	Iteration 49Q: 3 clusters Score -654370.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -654372.375000 Penalty: 4359.746582
	Iteration 50Q: 3 clusters Score -654372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -654375.625000 Penalty: 4359.746582
	Iteration 51Q: 3 clusters Score -654375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -654378.000000 Penalty: 4359.746582
	Iteration 52Q: 3 clusters Score -654378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -654377.937500 Penalty: 4359.746582
	Iteration 53Q: 3 clusters Score -654377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -654377.500000 Penalty: 4359.746582
	Iteration 54Q: 3 clusters Score -654377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -654379.500000 Penalty: 4359.746582
	Iteration 55Q: 3 clusters Score -654379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -654380.875000 Penalty: 4359.746582
	Iteration 56Q: 3 clusters Score -654380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -654381.812500 Penalty: 4359.746582
	Iteration 57Q: 3 clusters Score -654381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -654382.250000 Penalty: 4359.746582
	Iteration 58Q: 3 clusters Score -654382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -654382.562500 Penalty: 4359.746582
	Iteration 59Q: 3 clusters Score -654382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -654382.375000 Penalty: 4359.746582
	Iteration 60F: 3 clusters Score -654382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -654382.875000 Penalty: 4359.746582
	Iteration 61Q: 3 clusters Score -654382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -654384.375000 Penalty: 4359.746582
	Iteration 62Q: 3 clusters Score -654384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -654384.375000 Penalty: 4359.746582
	Iteration 63Q: 3 clusters Score -654384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -654384.625000 Penalty: 4359.746582
	Iteration 64Q: 3 clusters Score -654384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -654384.625000 Penalty: 4359.746582
	Iteration 65F: 3 clusters Score -654384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Entering Unmasked Estep 
Score: -2998869.500000 Penalty: 2563.533203
	Iteration 0F: 2 clusters Score -2998870 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 15539 members 
Entering Unmasked Estep 
Score: -2977661.500000 Penalty: 5127.066406
	Iteration 0F: 3 clusters Score -2977662 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2985480.500000 Penalty: 5127.066406
	Iteration 1F: 3 clusters Score -2985480 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2986151.000000 Penalty: 5127.066406
	Iteration 2F: 3 clusters Score -2986151 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2986924.250000 Penalty: 5127.066406
	Iteration 3F: 3 clusters Score -2986924 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2987932.500000 Penalty: 5127.066406
	Iteration 4F: 3 clusters Score -2987932 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2989270.500000 Penalty: 5127.066406
	Iteration 5F: 3 clusters Score -2989270 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2990792.000000 Penalty: 5127.066406
	Iteration 6F: 3 clusters Score -2990792 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2992275.000000 Penalty: 5127.066406
	Iteration 7F: 3 clusters Score -2992275 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2993540.750000 Penalty: 5127.066406
	Iteration 8F: 3 clusters Score -2993541 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2994537.250000 Penalty: 5127.066406
	Iteration 9Q: 3 clusters Score -2994537 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2995248.750000 Penalty: 5127.066406
	Iteration 10Q: 3 clusters Score -2995249 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2995733.000000 Penalty: 5127.066406
	Iteration 11Q: 3 clusters Score -2995733 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2996101.750000 Penalty: 5127.066406
	Iteration 12Q: 3 clusters Score -2996102 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2996396.750000 Penalty: 5127.066406
	Iteration 13Q: 3 clusters Score -2996397 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2996641.750000 Penalty: 5127.066406
	Iteration 14Q: 3 clusters Score -2996642 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2996826.500000 Penalty: 5127.066406
	Iteration 15Q: 3 clusters Score -2996826 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -2996980.500000 Penalty: 5127.066406
	Iteration 16Q: 3 clusters Score -2996980 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2997093.250000 Penalty: 5127.066406
	Iteration 17Q: 3 clusters Score -2997093 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2997179.500000 Penalty: 5127.066406
	Iteration 18Q: 3 clusters Score -2997180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2997229.750000 Penalty: 5127.066406
	Iteration 19Q: 3 clusters Score -2997230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2997257.250000 Penalty: 5127.066406
	Iteration 20F: 3 clusters Score -2997257 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2997284.000000 Penalty: 5127.066406
	Iteration 21Q: 3 clusters Score -2997284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2997311.750000 Penalty: 5127.066406
	Iteration 22Q: 3 clusters Score -2997312 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -2997340.250000 Penalty: 5127.066406
	Iteration 23Q: 3 clusters Score -2997340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2997351.000000 Penalty: 5127.066406
	Iteration 24Q: 3 clusters Score -2997351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2997371.000000 Penalty: 5127.066406
	Iteration 25Q: 3 clusters Score -2997371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2997386.250000 Penalty: 5127.066406
	Iteration 26Q: 3 clusters Score -2997386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -2997413.250000 Penalty: 5127.066406
	Iteration 27Q: 3 clusters Score -2997413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -2997429.000000 Penalty: 5127.066406
	Iteration 28Q: 3 clusters Score -2997429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -2997440.750000 Penalty: 5127.066406
	Iteration 29Q: 3 clusters Score -2997441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -2997469.000000 Penalty: 5127.066406
	Iteration 30Q: 3 clusters Score -2997469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -2997486.000000 Penalty: 5127.066406
	Iteration 31Q: 3 clusters Score -2997486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -2997507.250000 Penalty: 5127.066406
	Iteration 32Q: 3 clusters Score -2997507 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -2997521.500000 Penalty: 5127.066406
	Iteration 33Q: 3 clusters Score -2997522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2997535.750000 Penalty: 5127.066406
	Iteration 34Q: 3 clusters Score -2997536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -2997554.000000 Penalty: 5127.066406
	Iteration 35Q: 3 clusters Score -2997554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -2997573.000000 Penalty: 5127.066406
	Iteration 36Q: 3 clusters Score -2997573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -2997582.750000 Penalty: 5127.066406
	Iteration 37Q: 3 clusters Score -2997583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2997600.750000 Penalty: 5127.066406
	Iteration 38Q: 3 clusters Score -2997601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2997604.500000 Penalty: 5127.066406
	Iteration 39Q: 3 clusters Score -2997604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2997613.000000 Penalty: 5127.066406
	Iteration 40F: 3 clusters Score -2997613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2997619.500000 Penalty: 5127.066406
	Iteration 41Q: 3 clusters Score -2997620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -2997627.750000 Penalty: 5127.066406
	Iteration 42Q: 3 clusters Score -2997628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2997627.250000 Penalty: 5127.066406
	Iteration 43Q: 3 clusters Score -2997627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -2997633.000000 Penalty: 5127.066406
	Iteration 44Q: 3 clusters Score -2997633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2997639.500000 Penalty: 5127.066406
	Iteration 45Q: 3 clusters Score -2997640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2997648.750000 Penalty: 5127.066406
	Iteration 46Q: 3 clusters Score -2997649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2997647.750000 Penalty: 5127.066406
	Iteration 47Q: 3 clusters Score -2997648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2997652.500000 Penalty: 5127.066406
	Iteration 48Q: 3 clusters Score -2997652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -2997649.750000 Penalty: 5127.066406
	Iteration 49Q: 3 clusters Score -2997650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -2997655.500000 Penalty: 5127.066406
	Iteration 50Q: 3 clusters Score -2997656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2997660.500000 Penalty: 5127.066406
	Iteration 51Q: 3 clusters Score -2997660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -2997661.250000 Penalty: 5127.066406
	Iteration 52Q: 3 clusters Score -2997661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -2997659.500000 Penalty: 5127.066406
	Iteration 53Q: 3 clusters Score -2997660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -2997663.500000 Penalty: 5127.066406
	Iteration 54Q: 3 clusters Score -2997664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2997669.750000 Penalty: 5127.066406
	Iteration 55Q: 3 clusters Score -2997670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -2997672.750000 Penalty: 5127.066406
	Iteration 56Q: 3 clusters Score -2997673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2997676.500000 Penalty: 5127.066406
	Iteration 57Q: 3 clusters Score -2997676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2997675.250000 Penalty: 5127.066406
	Iteration 58Q: 3 clusters Score -2997675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -2997677.500000 Penalty: 5127.066406
	Iteration 59Q: 3 clusters Score -2997678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2997678.750000 Penalty: 5127.066406
	Iteration 60F: 3 clusters Score -2997679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -2997669.250000 Penalty: 5127.066406
	Iteration 61Q: 3 clusters Score -2997669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2997677.750000 Penalty: 5127.066406
	Iteration 62Q: 3 clusters Score -2997678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -2997677.250000 Penalty: 5127.066406
	Iteration 63Q: 3 clusters Score -2997677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -2997686.750000 Penalty: 5127.066406
	Iteration 64Q: 3 clusters Score -2997687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -2997684.500000 Penalty: 5127.066406
	Iteration 65Q: 3 clusters Score -2997684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2997690.750000 Penalty: 5127.066406
	Iteration 66Q: 3 clusters Score -2997691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -2997688.000000 Penalty: 5127.066406
	Iteration 67Q: 3 clusters Score -2997688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -2997695.500000 Penalty: 5127.066406
	Iteration 68Q: 3 clusters Score -2997696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2997692.750000 Penalty: 5127.066406
	Iteration 69Q: 3 clusters Score -2997693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2997698.250000 Penalty: 5127.066406
	Iteration 70Q: 3 clusters Score -2997698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -2997700.000000 Penalty: 5127.066406
	Iteration 71Q: 3 clusters Score -2997700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -2997696.500000 Penalty: 5127.066406
	Iteration 72Q: 3 clusters Score -2997696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2997697.750000 Penalty: 5127.066406
	Iteration 73Q: 3 clusters Score -2997698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -2997703.250000 Penalty: 5127.066406
	Iteration 74Q: 3 clusters Score -2997703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -2997695.750000 Penalty: 5127.066406
	Iteration 75Q: 3 clusters Score -2997696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -2997694.000000 Penalty: 5127.066406
	Iteration 76Q: 3 clusters Score -2997694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -2997696.750000 Penalty: 5127.066406
	Iteration 77Q: 3 clusters Score -2997697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -2997698.250000 Penalty: 5127.066406
	Iteration 78Q: 3 clusters Score -2997698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -2997706.500000 Penalty: 5127.066406
	Iteration 79Q: 3 clusters Score -2997706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -2997706.500000 Penalty: 5127.066406
	Iteration 80F: 3 clusters Score -2997706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Entering Unmasked Estep 
Score: -13941752.000000 Penalty: 2921.155518
	Iteration 0F: 2 clusters Score -1.394175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -13854290.000000 Penalty: 5842.311035
	Iteration 0F: 3 clusters Score -1.385429e+07 nChanged 62031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -13890405.000000 Penalty: 5842.311035
	Iteration 1F: 3 clusters Score -1.38904e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -13891289.000000 Penalty: 5842.311035
	Iteration 2Q: 3 clusters Score -1.389129e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -13892346.000000 Penalty: 5842.311035
	Iteration 3Q: 3 clusters Score -1.389235e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -13894363.000000 Penalty: 5842.311035
	Iteration 4Q: 3 clusters Score -1.389436e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -13897616.000000 Penalty: 5842.311035
	Iteration 5F: 3 clusters Score -1.389762e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -13903371.000000 Penalty: 5842.311035
	Iteration 6F: 3 clusters Score -1.390337e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -13912863.000000 Penalty: 5842.311035
	Iteration 7F: 3 clusters Score -1.391286e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114585 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -13923771.000000 Penalty: 5842.311035
	Iteration 8F: 3 clusters Score -1.392377e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -13932366.000000 Penalty: 5842.311035
	Iteration 9F: 3 clusters Score -1.393237e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13936489.000000 Penalty: 5842.311035
	Iteration 10Q: 3 clusters Score -1.393649e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13937986.000000 Penalty: 5842.311035
	Iteration 11Q: 3 clusters Score -1.393799e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13938546.000000 Penalty: 5842.311035
	Iteration 12Q: 3 clusters Score -1.393855e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13938788.000000 Penalty: 5842.311035
	Iteration 13Q: 3 clusters Score -1.393879e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13938956.000000 Penalty: 5842.311035
	Iteration 14Q: 3 clusters Score -1.393896e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129938 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13939035.000000 Penalty: 5842.311035
	Iteration 15Q: 3 clusters Score -1.393904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -13939102.000000 Penalty: 5842.311035
	Iteration 16Q: 3 clusters Score -1.39391e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130001 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13939145.000000 Penalty: 5842.311035
	Iteration 17Q: 3 clusters Score -1.393914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130018 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13939173.000000 Penalty: 5842.311035
	Iteration 18Q: 3 clusters Score -1.393917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130029 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13939176.000000 Penalty: 5842.311035
	Iteration 19Q: 3 clusters Score -1.393918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -13939193.000000 Penalty: 5842.311035
	Iteration 20F: 3 clusters Score -1.393919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13939205.000000 Penalty: 5842.311035
	Iteration 21Q: 3 clusters Score -1.39392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13939213.000000 Penalty: 5842.311035
	Iteration 22Q: 3 clusters Score -1.393921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130048 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13939220.000000 Penalty: 5842.311035
	Iteration 23Q: 3 clusters Score -1.393922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13939225.000000 Penalty: 5842.311035
	Iteration 24Q: 3 clusters Score -1.393922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13939230.000000 Penalty: 5842.311035
	Iteration 25Q: 3 clusters Score -1.393923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13939228.000000 Penalty: 5842.311035
	Iteration 26Q: 3 clusters Score -1.393923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130042 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13939226.000000 Penalty: 5842.311035
	Iteration 27Q: 3 clusters Score -1.393923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130042 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13939226.000000 Penalty: 5842.311035
	Iteration 28F: 3 clusters Score -1.393923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -294542.218750 Penalty: 2012.426758
	Iteration 0F: 2 clusters Score -294542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -291108.781250 Penalty: 4024.853516
	Iteration 0F: 3 clusters Score -291108.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -291913.000000 Penalty: 4024.853516
	Iteration 1F: 3 clusters Score -291913 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -292145.437500 Penalty: 4024.853516
	Iteration 2F: 3 clusters Score -292145.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -292285.250000 Penalty: 4024.853516
	Iteration 3F: 3 clusters Score -292285.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -292373.500000 Penalty: 4024.853516
	Iteration 4Q: 3 clusters Score -292373.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -292441.343750 Penalty: 4024.853516
	Iteration 5Q: 3 clusters Score -292441.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -292491.187500 Penalty: 4024.853516
	Iteration 6Q: 3 clusters Score -292491.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -292527.875000 Penalty: 4024.853516
	Iteration 7Q: 3 clusters Score -292527.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -292558.156250 Penalty: 4024.853516
	Iteration 8Q: 3 clusters Score -292558.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -292578.687500 Penalty: 4024.853516
	Iteration 9Q: 3 clusters Score -292578.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -292605.156250 Penalty: 4024.853516
	Iteration 10Q: 3 clusters Score -292605.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -292621.062500 Penalty: 4024.853516
	Iteration 11Q: 3 clusters Score -292621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -292631.343750 Penalty: 4024.853516
	Iteration 12Q: 3 clusters Score -292631.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -292645.156250 Penalty: 4024.853516
	Iteration 13Q: 3 clusters Score -292645.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -292655.156250 Penalty: 4024.853516
	Iteration 14Q: 3 clusters Score -292655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -292665.625000 Penalty: 4024.853516
	Iteration 15Q: 3 clusters Score -292665.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292675.031250 Penalty: 4024.853516
	Iteration 16Q: 3 clusters Score -292675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -292686.343750 Penalty: 4024.853516
	Iteration 17Q: 3 clusters Score -292686.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -292693.281250 Penalty: 4024.853516
	Iteration 18Q: 3 clusters Score -292693.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -292702.531250 Penalty: 4024.853516
	Iteration 19Q: 3 clusters Score -292702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -292711.468750 Penalty: 4024.853516
	Iteration 20F: 3 clusters Score -292711.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -292716.062500 Penalty: 4024.853516
	Iteration 21Q: 3 clusters Score -292716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292720.781250 Penalty: 4024.853516
	Iteration 22Q: 3 clusters Score -292720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292733.437500 Penalty: 4024.853516
	Iteration 23Q: 3 clusters Score -292733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -292742.593750 Penalty: 4024.853516
	Iteration 24Q: 3 clusters Score -292742.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -292747.250000 Penalty: 4024.853516
	Iteration 25Q: 3 clusters Score -292747.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -292753.781250 Penalty: 4024.853516
	Iteration 26Q: 3 clusters Score -292753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -292759.156250 Penalty: 4024.853516
	Iteration 27Q: 3 clusters Score -292759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -292762.593750 Penalty: 4024.853516
	Iteration 28Q: 3 clusters Score -292762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -292763.531250 Penalty: 4024.853516
	Iteration 29Q: 3 clusters Score -292763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -292764.937500 Penalty: 4024.853516
	Iteration 30Q: 3 clusters Score -292764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -292766.281250 Penalty: 4024.853516
	Iteration 31Q: 3 clusters Score -292766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -292768.031250 Penalty: 4024.853516
	Iteration 32Q: 3 clusters Score -292768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -292769.187500 Penalty: 4024.853516
	Iteration 33Q: 3 clusters Score -292769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -292772.718750 Penalty: 4024.853516
	Iteration 34Q: 3 clusters Score -292772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -292773.812500 Penalty: 4024.853516
	Iteration 35Q: 3 clusters Score -292773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -292774.843750 Penalty: 4024.853516
	Iteration 36Q: 3 clusters Score -292774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -292776.281250 Penalty: 4024.853516
	Iteration 37Q: 3 clusters Score -292776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292777.562500 Penalty: 4024.853516
	Iteration 38Q: 3 clusters Score -292777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292777.562500 Penalty: 4024.853516
	Iteration 39F: 3 clusters Score -292777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Entering Unmasked Estep 
Score: -5901286.000000 Penalty: 2710.131836
	Iteration 0F: 2 clusters Score -5901286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5863763.500000 Penalty: 5420.263672
	Iteration 0F: 3 clusters Score -5863764 nChanged 25760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -5877991.000000 Penalty: 5420.263672
	Iteration 1F: 3 clusters Score -5877991 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -5878491.500000 Penalty: 5420.263672
	Iteration 2Q: 3 clusters Score -5878492 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5878988.000000 Penalty: 5420.263672
	Iteration 3Q: 3 clusters Score -5878988 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5879433.000000 Penalty: 5420.263672
	Iteration 4Q: 3 clusters Score -5879433 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -5879938.000000 Penalty: 5420.263672
	Iteration 5Q: 3 clusters Score -5879938 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5880620.000000 Penalty: 5420.263672
	Iteration 6Q: 3 clusters Score -5880620 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5881608.500000 Penalty: 5420.263672
	Iteration 7Q: 3 clusters Score -5881608 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -5883211.500000 Penalty: 5420.263672
	Iteration 8F: 3 clusters Score -5883212 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5885735.000000 Penalty: 5420.263672
	Iteration 9F: 3 clusters Score -5885735 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -5889223.500000 Penalty: 5420.263672
	Iteration 10F: 3 clusters Score -5889224 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -5893117.500000 Penalty: 5420.263672
	Iteration 11F: 3 clusters Score -5893118 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -5896172.000000 Penalty: 5420.263672
	Iteration 12F: 3 clusters Score -5896172 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -5897800.500000 Penalty: 5420.263672
	Iteration 13Q: 3 clusters Score -5897800 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -5898413.000000 Penalty: 5420.263672
	Iteration 14Q: 3 clusters Score -5898413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -5898645.000000 Penalty: 5420.263672
	Iteration 15Q: 3 clusters Score -5898645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -5898768.500000 Penalty: 5420.263672
	Iteration 16Q: 3 clusters Score -5898768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -5898833.500000 Penalty: 5420.263672
	Iteration 17Q: 3 clusters Score -5898834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -5898875.000000 Penalty: 5420.263672
	Iteration 18Q: 3 clusters Score -5898875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -5898882.500000 Penalty: 5420.263672
	Iteration 19Q: 3 clusters Score -5898882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -5898894.000000 Penalty: 5420.263672
	Iteration 20F: 3 clusters Score -5898894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -5898901.500000 Penalty: 5420.263672
	Iteration 21Q: 3 clusters Score -5898902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -5898902.500000 Penalty: 5420.263672
	Iteration 22Q: 3 clusters Score -5898902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -5898912.500000 Penalty: 5420.263672
	Iteration 23Q: 3 clusters Score -5898912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -5898918.000000 Penalty: 5420.263672
	Iteration 24Q: 3 clusters Score -5898918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -5898918.000000 Penalty: 5420.263672
	Iteration 25F: 3 clusters Score -5898918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -1856764.375000 Penalty: 2418.458740
	Iteration 0F: 2 clusters Score -1856764 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 8715 members 
Entering Unmasked Estep 
Score: -1844439.500000 Penalty: 4836.917480
	Iteration 0F: 3 clusters Score -1844440 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1848624.750000 Penalty: 4836.917480
	Iteration 1F: 3 clusters Score -1848625 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1849144.875000 Penalty: 4836.917480
	Iteration 2F: 3 clusters Score -1849145 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1849671.625000 Penalty: 4836.917480
	Iteration 3F: 3 clusters Score -1849672 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1850229.875000 Penalty: 4836.917480
	Iteration 4F: 3 clusters Score -1850230 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1850800.500000 Penalty: 4836.917480
	Iteration 5F: 3 clusters Score -1850800 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1851357.625000 Penalty: 4836.917480
	Iteration 6F: 3 clusters Score -1851358 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1851867.875000 Penalty: 4836.917480
	Iteration 7Q: 3 clusters Score -1851868 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1852300.625000 Penalty: 4836.917480
	Iteration 8Q: 3 clusters Score -1852301 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1852613.125000 Penalty: 4836.917480
	Iteration 9Q: 3 clusters Score -1852613 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1852834.250000 Penalty: 4836.917480
	Iteration 10Q: 3 clusters Score -1852834 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1852985.500000 Penalty: 4836.917480
	Iteration 11Q: 3 clusters Score -1852986 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1853077.875000 Penalty: 4836.917480
	Iteration 12Q: 3 clusters Score -1853078 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1853137.250000 Penalty: 4836.917480
	Iteration 13Q: 3 clusters Score -1853137 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1853190.250000 Penalty: 4836.917480
	Iteration 14Q: 3 clusters Score -1853190 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1853225.625000 Penalty: 4836.917480
	Iteration 15Q: 3 clusters Score -1853226 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1853254.375000 Penalty: 4836.917480
	Iteration 16Q: 3 clusters Score -1853254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1853277.500000 Penalty: 4836.917480
	Iteration 17Q: 3 clusters Score -1853278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1853293.500000 Penalty: 4836.917480
	Iteration 18Q: 3 clusters Score -1853294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1853305.625000 Penalty: 4836.917480
	Iteration 19Q: 3 clusters Score -1853306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1853317.875000 Penalty: 4836.917480
	Iteration 20F: 3 clusters Score -1853318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1853313.750000 Penalty: 4836.917480
	Iteration 21Q: 3 clusters Score -1853314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1853327.000000 Penalty: 4836.917480
	Iteration 22Q: 3 clusters Score -1853327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1853326.875000 Penalty: 4836.917480
	Iteration 23Q: 3 clusters Score -1853327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1853336.125000 Penalty: 4836.917480
	Iteration 24Q: 3 clusters Score -1853336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1853344.250000 Penalty: 4836.917480
	Iteration 25Q: 3 clusters Score -1853344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1853352.000000 Penalty: 4836.917480
	Iteration 26Q: 3 clusters Score -1853352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1853355.250000 Penalty: 4836.917480
	Iteration 27Q: 3 clusters Score -1853355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1853361.625000 Penalty: 4836.917480
	Iteration 28Q: 3 clusters Score -1853362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1853367.000000 Penalty: 4836.917480
	Iteration 29Q: 3 clusters Score -1853367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1853362.375000 Penalty: 4836.917480
	Iteration 30Q: 3 clusters Score -1853362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1853367.750000 Penalty: 4836.917480
	Iteration 31Q: 3 clusters Score -1853368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1853371.375000 Penalty: 4836.917480
	Iteration 32Q: 3 clusters Score -1853371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1853378.750000 Penalty: 4836.917480
	Iteration 33Q: 3 clusters Score -1853379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1853384.875000 Penalty: 4836.917480
	Iteration 34Q: 3 clusters Score -1853385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1853393.750000 Penalty: 4836.917480
	Iteration 35Q: 3 clusters Score -1853394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1853393.125000 Penalty: 4836.917480
	Iteration 36Q: 3 clusters Score -1853393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1853400.625000 Penalty: 4836.917480
	Iteration 37Q: 3 clusters Score -1853401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1853410.250000 Penalty: 4836.917480
	Iteration 38Q: 3 clusters Score -1853410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1853425.375000 Penalty: 4836.917480
	Iteration 39Q: 3 clusters Score -1853425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1853432.000000 Penalty: 4836.917480
	Iteration 40F: 3 clusters Score -1853432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1853444.625000 Penalty: 4836.917480
	Iteration 41Q: 3 clusters Score -1853445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1853452.375000 Penalty: 4836.917480
	Iteration 42Q: 3 clusters Score -1853452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1853459.500000 Penalty: 4836.917480
	Iteration 43Q: 3 clusters Score -1853460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1853473.750000 Penalty: 4836.917480
	Iteration 44Q: 3 clusters Score -1853474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1853487.375000 Penalty: 4836.917480
	Iteration 45Q: 3 clusters Score -1853487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1853495.375000 Penalty: 4836.917480
	Iteration 46Q: 3 clusters Score -1853495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1853500.375000 Penalty: 4836.917480
	Iteration 47Q: 3 clusters Score -1853500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1853508.250000 Penalty: 4836.917480
	Iteration 48Q: 3 clusters Score -1853508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1853512.625000 Penalty: 4836.917480
	Iteration 49Q: 3 clusters Score -1853513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1853522.250000 Penalty: 4836.917480
	Iteration 50Q: 3 clusters Score -1853522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1853530.500000 Penalty: 4836.917480
	Iteration 51Q: 3 clusters Score -1853530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1853538.125000 Penalty: 4836.917480
	Iteration 52Q: 3 clusters Score -1853538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1853556.125000 Penalty: 4836.917480
	Iteration 53Q: 3 clusters Score -1853556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1853573.375000 Penalty: 4836.917480
	Iteration 54Q: 3 clusters Score -1853573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1853576.500000 Penalty: 4836.917480
	Iteration 55Q: 3 clusters Score -1853576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1853590.000000 Penalty: 4836.917480
	Iteration 56Q: 3 clusters Score -1853590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1853598.250000 Penalty: 4836.917480
	Iteration 57Q: 3 clusters Score -1853598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1853628.125000 Penalty: 4836.917480
	Iteration 58Q: 3 clusters Score -1853628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1853654.875000 Penalty: 4836.917480
	Iteration 59Q: 3 clusters Score -1853655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1853666.750000 Penalty: 4836.917480
	Iteration 60F: 3 clusters Score -1853667 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1853692.250000 Penalty: 4836.917480
	Iteration 61Q: 3 clusters Score -1853692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1853698.125000 Penalty: 4836.917480
	Iteration 62Q: 3 clusters Score -1853698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1853717.625000 Penalty: 4836.917480
	Iteration 63Q: 3 clusters Score -1853718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1853736.375000 Penalty: 4836.917480
	Iteration 64Q: 3 clusters Score -1853736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1853762.625000 Penalty: 4836.917480
	Iteration 65Q: 3 clusters Score -1853763 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1853788.375000 Penalty: 4836.917480
	Iteration 66Q: 3 clusters Score -1853788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1853813.250000 Penalty: 4836.917480
	Iteration 67Q: 3 clusters Score -1853813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1853836.625000 Penalty: 4836.917480
	Iteration 68Q: 3 clusters Score -1853837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1853851.875000 Penalty: 4836.917480
	Iteration 69Q: 3 clusters Score -1853852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1853870.125000 Penalty: 4836.917480
	Iteration 70Q: 3 clusters Score -1853870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1853880.000000 Penalty: 4836.917480
	Iteration 71Q: 3 clusters Score -1853880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1853894.125000 Penalty: 4836.917480
	Iteration 72Q: 3 clusters Score -1853894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1853903.625000 Penalty: 4836.917480
	Iteration 73Q: 3 clusters Score -1853904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1853920.000000 Penalty: 4836.917480
	Iteration 74Q: 3 clusters Score -1853920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1853930.125000 Penalty: 4836.917480
	Iteration 75Q: 3 clusters Score -1853930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1853946.875000 Penalty: 4836.917480
	Iteration 76Q: 3 clusters Score -1853947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1853958.250000 Penalty: 4836.917480
	Iteration 77Q: 3 clusters Score -1853958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1853977.250000 Penalty: 4836.917480
	Iteration 78Q: 3 clusters Score -1853977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1853995.125000 Penalty: 4836.917480
	Iteration 79Q: 3 clusters Score -1853995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1854016.750000 Penalty: 4836.917480
	Iteration 80F: 3 clusters Score -1854017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1854034.750000 Penalty: 4836.917480
	Iteration 81Q: 3 clusters Score -1854035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1854050.125000 Penalty: 4836.917480
	Iteration 82Q: 3 clusters Score -1854050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1854067.125000 Penalty: 4836.917480
	Iteration 83Q: 3 clusters Score -1854067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1854077.875000 Penalty: 4836.917480
	Iteration 84Q: 3 clusters Score -1854078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1854090.750000 Penalty: 4836.917480
	Iteration 85Q: 3 clusters Score -1854091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1854109.375000 Penalty: 4836.917480
	Iteration 86Q: 3 clusters Score -1854109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1854130.375000 Penalty: 4836.917480
	Iteration 87Q: 3 clusters Score -1854130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1854143.125000 Penalty: 4836.917480
	Iteration 88Q: 3 clusters Score -1854143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1854148.125000 Penalty: 4836.917480
	Iteration 89Q: 3 clusters Score -1854148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1854159.250000 Penalty: 4836.917480
	Iteration 90Q: 3 clusters Score -1854159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1854168.125000 Penalty: 4836.917480
	Iteration 91Q: 3 clusters Score -1854168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1854184.750000 Penalty: 4836.917480
	Iteration 92Q: 3 clusters Score -1854185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1854195.875000 Penalty: 4836.917480
	Iteration 93Q: 3 clusters Score -1854196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1854204.375000 Penalty: 4836.917480
	Iteration 94Q: 3 clusters Score -1854204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1854207.375000 Penalty: 4836.917480
	Iteration 95Q: 3 clusters Score -1854207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1854221.250000 Penalty: 4836.917480
	Iteration 96Q: 3 clusters Score -1854221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1854226.250000 Penalty: 4836.917480
	Iteration 97Q: 3 clusters Score -1854226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1854238.875000 Penalty: 4836.917480
	Iteration 98Q: 3 clusters Score -1854239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1854251.125000 Penalty: 4836.917480
	Iteration 99Q: 3 clusters Score -1854251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1854258.750000 Penalty: 4836.917480
	Iteration 100F: 3 clusters Score -1854259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1854271.750000 Penalty: 4836.917480
	Iteration 101Q: 3 clusters Score -1854272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1854272.750000 Penalty: 4836.917480
	Iteration 102Q: 3 clusters Score -1854273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1854280.625000 Penalty: 4836.917480
	Iteration 103Q: 3 clusters Score -1854281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1854288.750000 Penalty: 4836.917480
	Iteration 104Q: 3 clusters Score -1854289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1854289.125000 Penalty: 4836.917480
	Iteration 105Q: 3 clusters Score -1854289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1854298.000000 Penalty: 4836.917480
	Iteration 106Q: 3 clusters Score -1854298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1854302.375000 Penalty: 4836.917480
	Iteration 107Q: 3 clusters Score -1854302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1854311.375000 Penalty: 4836.917480
	Iteration 108Q: 3 clusters Score -1854311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1854317.250000 Penalty: 4836.917480
	Iteration 109Q: 3 clusters Score -1854317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1854325.500000 Penalty: 4836.917480
	Iteration 110Q: 3 clusters Score -1854326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1854334.125000 Penalty: 4836.917480
	Iteration 111Q: 3 clusters Score -1854334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1854341.000000 Penalty: 4836.917480
	Iteration 112Q: 3 clusters Score -1854341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1854351.875000 Penalty: 4836.917480
	Iteration 113Q: 3 clusters Score -1854352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1854360.000000 Penalty: 4836.917480
	Iteration 114Q: 3 clusters Score -1854360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1854367.625000 Penalty: 4836.917480
	Iteration 115Q: 3 clusters Score -1854368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1854369.250000 Penalty: 4836.917480
	Iteration 116Q: 3 clusters Score -1854369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1854372.125000 Penalty: 4836.917480
	Iteration 117Q: 3 clusters Score -1854372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1854383.375000 Penalty: 4836.917480
	Iteration 118Q: 3 clusters Score -1854383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1854387.000000 Penalty: 4836.917480
	Iteration 119Q: 3 clusters Score -1854387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1854391.000000 Penalty: 4836.917480
	Iteration 120F: 3 clusters Score -1854391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1854394.375000 Penalty: 4836.917480
	Iteration 121Q: 3 clusters Score -1854394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1854393.375000 Penalty: 4836.917480
	Iteration 122Q: 3 clusters Score -1854393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1854396.250000 Penalty: 4836.917480
	Iteration 123Q: 3 clusters Score -1854396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1854399.125000 Penalty: 4836.917480
	Iteration 124Q: 3 clusters Score -1854399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1854404.500000 Penalty: 4836.917480
	Iteration 125Q: 3 clusters Score -1854404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1854411.125000 Penalty: 4836.917480
	Iteration 126Q: 3 clusters Score -1854411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1854411.375000 Penalty: 4836.917480
	Iteration 127Q: 3 clusters Score -1854411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1854410.500000 Penalty: 4836.917480
	Iteration 128Q: 3 clusters Score -1854410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1854417.750000 Penalty: 4836.917480
	Iteration 129Q: 3 clusters Score -1854418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1854421.750000 Penalty: 4836.917480
	Iteration 130Q: 3 clusters Score -1854422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1854425.250000 Penalty: 4836.917480
	Iteration 131Q: 3 clusters Score -1854425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1854426.000000 Penalty: 4836.917480
	Iteration 132Q: 3 clusters Score -1854426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1854433.375000 Penalty: 4836.917480
	Iteration 133Q: 3 clusters Score -1854433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1854442.250000 Penalty: 4836.917480
	Iteration 134Q: 3 clusters Score -1854442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1854453.625000 Penalty: 4836.917480
	Iteration 135Q: 3 clusters Score -1854454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1854455.375000 Penalty: 4836.917480
	Iteration 136Q: 3 clusters Score -1854455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1854462.250000 Penalty: 4836.917480
	Iteration 137Q: 3 clusters Score -1854462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1854471.750000 Penalty: 4836.917480
	Iteration 138Q: 3 clusters Score -1854472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1854475.000000 Penalty: 4836.917480
	Iteration 139Q: 3 clusters Score -1854475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1854490.750000 Penalty: 4836.917480
	Iteration 140F: 3 clusters Score -1854491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1854500.875000 Penalty: 4836.917480
	Iteration 141Q: 3 clusters Score -1854501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1854505.625000 Penalty: 4836.917480
	Iteration 142Q: 3 clusters Score -1854506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1854513.000000 Penalty: 4836.917480
	Iteration 143Q: 3 clusters Score -1854513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1854520.250000 Penalty: 4836.917480
	Iteration 144Q: 3 clusters Score -1854520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1854532.375000 Penalty: 4836.917480
	Iteration 145Q: 3 clusters Score -1854532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1854532.125000 Penalty: 4836.917480
	Iteration 146Q: 3 clusters Score -1854532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1854542.625000 Penalty: 4836.917480
	Iteration 147Q: 3 clusters Score -1854543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1854546.875000 Penalty: 4836.917480
	Iteration 148Q: 3 clusters Score -1854547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1854548.875000 Penalty: 4836.917480
	Iteration 149Q: 3 clusters Score -1854549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1854560.375000 Penalty: 4836.917480
	Iteration 150Q: 3 clusters Score -1854560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1854567.250000 Penalty: 4836.917480
	Iteration 151Q: 3 clusters Score -1854567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1854576.625000 Penalty: 4836.917480
	Iteration 152Q: 3 clusters Score -1854577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1854581.125000 Penalty: 4836.917480
	Iteration 153Q: 3 clusters Score -1854581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1854592.375000 Penalty: 4836.917480
	Iteration 154Q: 3 clusters Score -1854592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1854603.375000 Penalty: 4836.917480
	Iteration 155Q: 3 clusters Score -1854603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1854614.500000 Penalty: 4836.917480
	Iteration 156Q: 3 clusters Score -1854614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1854622.125000 Penalty: 4836.917480
	Iteration 157Q: 3 clusters Score -1854622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1854628.375000 Penalty: 4836.917480
	Iteration 158Q: 3 clusters Score -1854628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1854644.500000 Penalty: 4836.917480
	Iteration 159Q: 3 clusters Score -1854644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1854654.875000 Penalty: 4836.917480
	Iteration 160F: 3 clusters Score -1854655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1854669.500000 Penalty: 4836.917480
	Iteration 161Q: 3 clusters Score -1854670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1854682.625000 Penalty: 4836.917480
	Iteration 162Q: 3 clusters Score -1854683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1854698.250000 Penalty: 4836.917480
	Iteration 163Q: 3 clusters Score -1854698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1854710.375000 Penalty: 4836.917480
	Iteration 164Q: 3 clusters Score -1854710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1854714.000000 Penalty: 4836.917480
	Iteration 165Q: 3 clusters Score -1854714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1854722.875000 Penalty: 4836.917480
	Iteration 166Q: 3 clusters Score -1854723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1854735.750000 Penalty: 4836.917480
	Iteration 167Q: 3 clusters Score -1854736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1854746.875000 Penalty: 4836.917480
	Iteration 168Q: 3 clusters Score -1854747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1854752.500000 Penalty: 4836.917480
	Iteration 169Q: 3 clusters Score -1854752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1854756.375000 Penalty: 4836.917480
	Iteration 170Q: 3 clusters Score -1854756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1854758.375000 Penalty: 4836.917480
	Iteration 171Q: 3 clusters Score -1854758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1854759.375000 Penalty: 4836.917480
	Iteration 172Q: 3 clusters Score -1854759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1854765.000000 Penalty: 4836.917480
	Iteration 173Q: 3 clusters Score -1854765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1854765.125000 Penalty: 4836.917480
	Iteration 174Q: 3 clusters Score -1854765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1854762.625000 Penalty: 4836.917480
	Iteration 175Q: 3 clusters Score -1854763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1854764.750000 Penalty: 4836.917480
	Iteration 176Q: 3 clusters Score -1854765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1854767.375000 Penalty: 4836.917480
	Iteration 177Q: 3 clusters Score -1854767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1854767.250000 Penalty: 4836.917480
	Iteration 178Q: 3 clusters Score -1854767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1854768.750000 Penalty: 4836.917480
	Iteration 179Q: 3 clusters Score -1854769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1854767.500000 Penalty: 4836.917480
	Iteration 180F: 3 clusters Score -1854768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1854767.500000 Penalty: 4836.917480
	Iteration 181Q: 3 clusters Score -1854768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1854767.500000 Penalty: 4836.917480
	Iteration 182F: 3 clusters Score -1854768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Entering Unmasked Estep 
Score: -18565576.000000 Penalty: 2992.336426
	Iteration 0F: 2 clusters Score -1.856558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -18448968.000000 Penalty: 5984.672852
	Iteration 0F: 3 clusters Score -1.844897e+07 nChanged 83407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -18498404.000000 Penalty: 5984.672852
	Iteration 1F: 3 clusters Score -1.84984e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -18500484.000000 Penalty: 5984.672852
	Iteration 2Q: 3 clusters Score -1.850048e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -18503630.000000 Penalty: 5984.672852
	Iteration 3Q: 3 clusters Score -1.850363e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -18508168.000000 Penalty: 5984.672852
	Iteration 4F: 3 clusters Score -1.850817e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -18515086.000000 Penalty: 5984.672852
	Iteration 5F: 3 clusters Score -1.851509e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -18524118.000000 Penalty: 5984.672852
	Iteration 6F: 3 clusters Score -1.852412e+07 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -18534326.000000 Penalty: 5984.672852
	Iteration 7F: 3 clusters Score -1.853433e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -18542138.000000 Penalty: 5984.672852
	Iteration 8F: 3 clusters Score -1.854214e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -18546104.000000 Penalty: 5984.672852
	Iteration 9Q: 3 clusters Score -1.85461e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -18548108.000000 Penalty: 5984.672852
	Iteration 10Q: 3 clusters Score -1.854811e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121788 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -18549676.000000 Penalty: 5984.672852
	Iteration 11Q: 3 clusters Score -1.854968e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124827 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -18551086.000000 Penalty: 5984.672852
	Iteration 12Q: 3 clusters Score -1.855109e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -18552234.000000 Penalty: 5984.672852
	Iteration 13Q: 3 clusters Score -1.855223e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -18553278.000000 Penalty: 5984.672852
	Iteration 14Q: 3 clusters Score -1.855328e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133244 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -18554340.000000 Penalty: 5984.672852
	Iteration 15Q: 3 clusters Score -1.855434e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135793 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -18555132.000000 Penalty: 5984.672852
	Iteration 16Q: 3 clusters Score -1.855513e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -18555842.000000 Penalty: 5984.672852
	Iteration 17Q: 3 clusters Score -1.855584e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140470 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -18556472.000000 Penalty: 5984.672852
	Iteration 18Q: 3 clusters Score -1.855647e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -18557190.000000 Penalty: 5984.672852
	Iteration 19Q: 3 clusters Score -1.855719e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -18557844.000000 Penalty: 5984.672852
	Iteration 20F: 3 clusters Score -1.855784e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146844 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -18558490.000000 Penalty: 5984.672852
	Iteration 21Q: 3 clusters Score -1.855849e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148766 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -18559170.000000 Penalty: 5984.672852
	Iteration 22Q: 3 clusters Score -1.855917e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150647 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -18559860.000000 Penalty: 5984.672852
	Iteration 23Q: 3 clusters Score -1.855986e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -18560418.000000 Penalty: 5984.672852
	Iteration 24Q: 3 clusters Score -1.856042e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -18560852.000000 Penalty: 5984.672852
	Iteration 25Q: 3 clusters Score -1.856085e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155417 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -18561270.000000 Penalty: 5984.672852
	Iteration 26Q: 3 clusters Score -1.856127e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156753 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -18561664.000000 Penalty: 5984.672852
	Iteration 27Q: 3 clusters Score -1.856166e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157978 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -18562052.000000 Penalty: 5984.672852
	Iteration 28Q: 3 clusters Score -1.856205e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159084 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -18562300.000000 Penalty: 5984.672852
	Iteration 29Q: 3 clusters Score -1.85623e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -18562552.000000 Penalty: 5984.672852
	Iteration 30Q: 3 clusters Score -1.856255e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -18562804.000000 Penalty: 5984.672852
	Iteration 31Q: 3 clusters Score -1.85628e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -18562998.000000 Penalty: 5984.672852
	Iteration 32Q: 3 clusters Score -1.8563e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162686 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -18563150.000000 Penalty: 5984.672852
	Iteration 33Q: 3 clusters Score -1.856315e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -18563378.000000 Penalty: 5984.672852
	Iteration 34Q: 3 clusters Score -1.856338e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -18563542.000000 Penalty: 5984.672852
	Iteration 35Q: 3 clusters Score -1.856354e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164631 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -18563624.000000 Penalty: 5984.672852
	Iteration 36Q: 3 clusters Score -1.856362e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -18563676.000000 Penalty: 5984.672852
	Iteration 37Q: 3 clusters Score -1.856368e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -18563846.000000 Penalty: 5984.672852
	Iteration 38Q: 3 clusters Score -1.856385e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165949 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -18563956.000000 Penalty: 5984.672852
	Iteration 39Q: 3 clusters Score -1.856396e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -18564004.000000 Penalty: 5984.672852
	Iteration 40F: 3 clusters Score -1.8564e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -18564030.000000 Penalty: 5984.672852
	Iteration 41Q: 3 clusters Score -1.856403e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -18564074.000000 Penalty: 5984.672852
	Iteration 42Q: 3 clusters Score -1.856407e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -18564114.000000 Penalty: 5984.672852
	Iteration 43Q: 3 clusters Score -1.856411e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -18564170.000000 Penalty: 5984.672852
	Iteration 44Q: 3 clusters Score -1.856417e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167381 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -18564218.000000 Penalty: 5984.672852
	Iteration 45Q: 3 clusters Score -1.856422e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167566 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -18564258.000000 Penalty: 5984.672852
	Iteration 46Q: 3 clusters Score -1.856426e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167731 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -18564322.000000 Penalty: 5984.672852
	Iteration 47Q: 3 clusters Score -1.856432e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -18564364.000000 Penalty: 5984.672852
	Iteration 48Q: 3 clusters Score -1.856436e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -18564372.000000 Penalty: 5984.672852
	Iteration 49Q: 3 clusters Score -1.856437e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -18564400.000000 Penalty: 5984.672852
	Iteration 50Q: 3 clusters Score -1.85644e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168296 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -18564460.000000 Penalty: 5984.672852
	Iteration 51Q: 3 clusters Score -1.856446e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -18564476.000000 Penalty: 5984.672852
	Iteration 52Q: 3 clusters Score -1.856448e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -18564498.000000 Penalty: 5984.672852
	Iteration 53Q: 3 clusters Score -1.85645e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -18564538.000000 Penalty: 5984.672852
	Iteration 54Q: 3 clusters Score -1.856454e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -18564556.000000 Penalty: 5984.672852
	Iteration 55Q: 3 clusters Score -1.856456e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -18564550.000000 Penalty: 5984.672852
	Iteration 56Q: 3 clusters Score -1.856455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168812 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -18564568.000000 Penalty: 5984.672852
	Iteration 57Q: 3 clusters Score -1.856457e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -18564586.000000 Penalty: 5984.672852
	Iteration 58Q: 3 clusters Score -1.856459e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -18564612.000000 Penalty: 5984.672852
	Iteration 59Q: 3 clusters Score -1.856461e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -18564582.000000 Penalty: 5984.672852
	Iteration 60F: 3 clusters Score -1.856458e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -18564580.000000 Penalty: 5984.672852
	Iteration 61Q: 3 clusters Score -1.856458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -18564572.000000 Penalty: 5984.672852
	Iteration 62Q: 3 clusters Score -1.856457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169094 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -18564554.000000 Penalty: 5984.672852
	Iteration 63Q: 3 clusters Score -1.856455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -18564538.000000 Penalty: 5984.672852
	Iteration 64Q: 3 clusters Score -1.856454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169131 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -18564558.000000 Penalty: 5984.672852
	Iteration 65Q: 3 clusters Score -1.856456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169141 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -18564552.000000 Penalty: 5984.672852
	Iteration 66Q: 3 clusters Score -1.856455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169151 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -18564532.000000 Penalty: 5984.672852
	Iteration 67Q: 3 clusters Score -1.856453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -18564556.000000 Penalty: 5984.672852
	Iteration 68Q: 3 clusters Score -1.856456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -18564528.000000 Penalty: 5984.672852
	Iteration 69Q: 3 clusters Score -1.856453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -18564514.000000 Penalty: 5984.672852
	Iteration 70Q: 3 clusters Score -1.856451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -18564510.000000 Penalty: 5984.672852
	Iteration 71Q: 3 clusters Score -1.856451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -18564504.000000 Penalty: 5984.672852
	Iteration 72Q: 3 clusters Score -1.85645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169205 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -18564510.000000 Penalty: 5984.672852
	Iteration 73Q: 3 clusters Score -1.856451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -18564518.000000 Penalty: 5984.672852
	Iteration 74Q: 3 clusters Score -1.856452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169216 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -18564516.000000 Penalty: 5984.672852
	Iteration 75Q: 3 clusters Score -1.856452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169219 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -18564516.000000 Penalty: 5984.672852
	Iteration 76Q: 3 clusters Score -1.856452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -18564522.000000 Penalty: 5984.672852
	Iteration 77Q: 3 clusters Score -1.856452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -18564522.000000 Penalty: 5984.672852
	Iteration 78F: 3 clusters Score -1.856452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Entering Unmasked Estep 
Score: -1538568.625000 Penalty: 2379.776855
	Iteration 0F: 2 clusters Score -1538569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1527928.375000 Penalty: 4759.553711
	Iteration 0F: 3 clusters Score -1527928 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1531334.875000 Penalty: 4759.553711
	Iteration 1F: 3 clusters Score -1531335 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1531674.500000 Penalty: 4759.553711
	Iteration 2F: 3 clusters Score -1531674 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1531932.500000 Penalty: 4759.553711
	Iteration 3Q: 3 clusters Score -1531932 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1532145.000000 Penalty: 4759.553711
	Iteration 4Q: 3 clusters Score -1532145 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1532357.250000 Penalty: 4759.553711
	Iteration 5Q: 3 clusters Score -1532357 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1532594.000000 Penalty: 4759.553711
	Iteration 6Q: 3 clusters Score -1532594 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1532838.625000 Penalty: 4759.553711
	Iteration 7Q: 3 clusters Score -1532839 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1533154.375000 Penalty: 4759.553711
	Iteration 8Q: 3 clusters Score -1533154 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1533543.250000 Penalty: 4759.553711
	Iteration 9Q: 3 clusters Score -1533543 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1533949.125000 Penalty: 4759.553711
	Iteration 10Q: 3 clusters Score -1533949 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1534332.125000 Penalty: 4759.553711
	Iteration 11Q: 3 clusters Score -1534332 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1534664.875000 Penalty: 4759.553711
	Iteration 12Q: 3 clusters Score -1534665 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1534938.250000 Penalty: 4759.553711
	Iteration 13Q: 3 clusters Score -1534938 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1535157.250000 Penalty: 4759.553711
	Iteration 14Q: 3 clusters Score -1535157 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1535351.500000 Penalty: 4759.553711
	Iteration 15Q: 3 clusters Score -1535352 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1535515.750000 Penalty: 4759.553711
	Iteration 16Q: 3 clusters Score -1535516 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1535670.500000 Penalty: 4759.553711
	Iteration 17Q: 3 clusters Score -1535670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1535798.750000 Penalty: 4759.553711
	Iteration 18Q: 3 clusters Score -1535799 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1535905.125000 Penalty: 4759.553711
	Iteration 19Q: 3 clusters Score -1535905 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1535974.500000 Penalty: 4759.553711
	Iteration 20F: 3 clusters Score -1535974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1536045.000000 Penalty: 4759.553711
	Iteration 21Q: 3 clusters Score -1536045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1536100.750000 Penalty: 4759.553711
	Iteration 22Q: 3 clusters Score -1536101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1536152.500000 Penalty: 4759.553711
	Iteration 23Q: 3 clusters Score -1536152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1536202.250000 Penalty: 4759.553711
	Iteration 24Q: 3 clusters Score -1536202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1536242.375000 Penalty: 4759.553711
	Iteration 25Q: 3 clusters Score -1536242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1536282.750000 Penalty: 4759.553711
	Iteration 26Q: 3 clusters Score -1536283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1536313.625000 Penalty: 4759.553711
	Iteration 27Q: 3 clusters Score -1536314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1536339.375000 Penalty: 4759.553711
	Iteration 28Q: 3 clusters Score -1536339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1536364.000000 Penalty: 4759.553711
	Iteration 29Q: 3 clusters Score -1536364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1536380.500000 Penalty: 4759.553711
	Iteration 30Q: 3 clusters Score -1536380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1536399.625000 Penalty: 4759.553711
	Iteration 31Q: 3 clusters Score -1536400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1536410.250000 Penalty: 4759.553711
	Iteration 32Q: 3 clusters Score -1536410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1536421.500000 Penalty: 4759.553711
	Iteration 33Q: 3 clusters Score -1536422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1536428.250000 Penalty: 4759.553711
	Iteration 34Q: 3 clusters Score -1536428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1536436.750000 Penalty: 4759.553711
	Iteration 35Q: 3 clusters Score -1536437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1536440.250000 Penalty: 4759.553711
	Iteration 36Q: 3 clusters Score -1536440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1536444.875000 Penalty: 4759.553711
	Iteration 37Q: 3 clusters Score -1536445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1536448.000000 Penalty: 4759.553711
	Iteration 38Q: 3 clusters Score -1536448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1536455.125000 Penalty: 4759.553711
	Iteration 39Q: 3 clusters Score -1536455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1536462.375000 Penalty: 4759.553711
	Iteration 40F: 3 clusters Score -1536462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1536468.250000 Penalty: 4759.553711
	Iteration 41Q: 3 clusters Score -1536468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1536476.750000 Penalty: 4759.553711
	Iteration 42Q: 3 clusters Score -1536477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1536478.750000 Penalty: 4759.553711
	Iteration 43Q: 3 clusters Score -1536479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1536480.875000 Penalty: 4759.553711
	Iteration 44Q: 3 clusters Score -1536481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1536483.125000 Penalty: 4759.553711
	Iteration 45Q: 3 clusters Score -1536483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1536482.750000 Penalty: 4759.553711
	Iteration 46Q: 3 clusters Score -1536483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1536484.375000 Penalty: 4759.553711
	Iteration 47Q: 3 clusters Score -1536484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1536484.375000 Penalty: 4759.553711
	Iteration 48F: 3 clusters Score -1536484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Entering Unmasked Estep 
Score: -6253028.000000 Penalty: 2732.119629
	Iteration 0F: 2 clusters Score -6253028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6212042.000000 Penalty: 5464.239258
	Iteration 0F: 3 clusters Score -6212042 nChanged 28397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6227835.500000 Penalty: 5464.239258
	Iteration 1F: 3 clusters Score -6227836 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -6228460.500000 Penalty: 5464.239258
	Iteration 2Q: 3 clusters Score -6228460 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -6229187.500000 Penalty: 5464.239258
	Iteration 3Q: 3 clusters Score -6229188 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6230142.500000 Penalty: 5464.239258
	Iteration 4Q: 3 clusters Score -6230142 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -6231505.000000 Penalty: 5464.239258
	Iteration 5Q: 3 clusters Score -6231505 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -6233673.500000 Penalty: 5464.239258
	Iteration 6F: 3 clusters Score -6233674 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -6236979.500000 Penalty: 5464.239258
	Iteration 7F: 3 clusters Score -6236980 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6241277.500000 Penalty: 5464.239258
	Iteration 8F: 3 clusters Score -6241278 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6245569.500000 Penalty: 5464.239258
	Iteration 9F: 3 clusters Score -6245570 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6248420.000000 Penalty: 5464.239258
	Iteration 10Q: 3 clusters Score -6248420 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6249878.000000 Penalty: 5464.239258
	Iteration 11Q: 3 clusters Score -6249878 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6250406.500000 Penalty: 5464.239258
	Iteration 12Q: 3 clusters Score -6250406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6250559.500000 Penalty: 5464.239258
	Iteration 13Q: 3 clusters Score -6250560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6250639.500000 Penalty: 5464.239258
	Iteration 14Q: 3 clusters Score -6250640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6250660.500000 Penalty: 5464.239258
	Iteration 15Q: 3 clusters Score -6250660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6250682.500000 Penalty: 5464.239258
	Iteration 16Q: 3 clusters Score -6250682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6250692.500000 Penalty: 5464.239258
	Iteration 17Q: 3 clusters Score -6250692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6250689.000000 Penalty: 5464.239258
	Iteration 18Q: 3 clusters Score -6250689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6250699.500000 Penalty: 5464.239258
	Iteration 19Q: 3 clusters Score -6250700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6250699.500000 Penalty: 5464.239258
	Iteration 20F: 3 clusters Score -6250700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6250692.500000 Penalty: 5464.239258
	Iteration 21Q: 3 clusters Score -6250692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6250695.500000 Penalty: 5464.239258
	Iteration 22Q: 3 clusters Score -6250696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6250695.500000 Penalty: 5464.239258
	Iteration 23F: 3 clusters Score -6250696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -249331.984375 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -249332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -246362.265625 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -246362.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -246917.953125 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -246918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -247059.015625 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -247059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -247163.062500 Penalty: 3881.717773
	Iteration 3Q: 3 clusters Score -247163.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -247232.218750 Penalty: 3881.717773
	Iteration 4Q: 3 clusters Score -247232.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -247296.515625 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -247296.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -247375.093750 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -247375.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -247474.609375 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -247474.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -247577.718750 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -247577.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -247659.125000 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -247659.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -247737.078125 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -247737.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -247797.359375 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -247797.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -247857.593750 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -247857.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -247911.734375 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -247911.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -247950.156250 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -247950.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -247982.265625 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -247982.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -248012.609375 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -248012.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -248032.734375 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -248032.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -248052.218750 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -248052.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -248068.312500 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -248068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -248086.890625 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -248086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -248102.359375 Penalty: 3881.717773
	Iteration 21Q: 3 clusters Score -248102.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -248116.203125 Penalty: 3881.717773
	Iteration 22Q: 3 clusters Score -248116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248124.156250 Penalty: 3881.717773
	Iteration 23Q: 3 clusters Score -248124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -248130.812500 Penalty: 3881.717773
	Iteration 24Q: 3 clusters Score -248130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -248134.437500 Penalty: 3881.717773
	Iteration 25Q: 3 clusters Score -248134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -248138.078125 Penalty: 3881.717773
	Iteration 26Q: 3 clusters Score -248138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -248139.953125 Penalty: 3881.717773
	Iteration 27Q: 3 clusters Score -248140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248145.750000 Penalty: 3881.717773
	Iteration 28Q: 3 clusters Score -248145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -248152.890625 Penalty: 3881.717773
	Iteration 29Q: 3 clusters Score -248152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248157.796875 Penalty: 3881.717773
	Iteration 30Q: 3 clusters Score -248157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -248167.781250 Penalty: 3881.717773
	Iteration 31Q: 3 clusters Score -248167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -248178.062500 Penalty: 3881.717773
	Iteration 32Q: 3 clusters Score -248178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -248184.640625 Penalty: 3881.717773
	Iteration 33Q: 3 clusters Score -248184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -248187.031250 Penalty: 3881.717773
	Iteration 34Q: 3 clusters Score -248187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -248187.453125 Penalty: 3881.717773
	Iteration 35Q: 3 clusters Score -248187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -248187.734375 Penalty: 3881.717773
	Iteration 36Q: 3 clusters Score -248187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -248187.734375 Penalty: 3881.717773
	Iteration 37F: 3 clusters Score -248187.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (340927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340927 members 
Entering Unmasked Estep 
Score: -36167220.000000 Penalty: 3159.377197
	Iteration 0F: 2 clusters Score -3.616722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -35946232.000000 Penalty: 6318.754395
	Iteration 0F: 3 clusters Score -3.594623e+07 nChanged 165645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162515 members 
Mstep: Class 2 contains 178412 members 
Entering Unmasked Estep 
Score: -36043444.000000 Penalty: 6318.754395
	Iteration 1F: 3 clusters Score -3.604344e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 182615 members 
Entering Unmasked Estep 
Score: -36044692.000000 Penalty: 6318.754395
	Iteration 2Q: 3 clusters Score -3.604469e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 189015 members 
Entering Unmasked Estep 
Score: -36046848.000000 Penalty: 6318.754395
	Iteration 3Q: 3 clusters Score -3.604685e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142376 members 
Mstep: Class 2 contains 198551 members 
Entering Unmasked Estep 
Score: -36050236.000000 Penalty: 6318.754395
	Iteration 4Q: 3 clusters Score -3.605024e+07 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 212503 members 
Entering Unmasked Estep 
Score: -36057072.000000 Penalty: 6318.754395
	Iteration 5Q: 3 clusters Score -3.605707e+07 nChanged 20140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 232145 members 
Entering Unmasked Estep 
Score: -36069584.000000 Penalty: 6318.754395
	Iteration 6F: 3 clusters Score -3.606958e+07 nChanged 24929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 256840 members 
Entering Unmasked Estep 
Score: -36089468.000000 Penalty: 6318.754395
	Iteration 7F: 3 clusters Score -3.608947e+07 nChanged 25858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 282512 members 
Entering Unmasked Estep 
Score: -36113132.000000 Penalty: 6318.754395
	Iteration 8F: 3 clusters Score -3.611313e+07 nChanged 20955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 303339 members 
Entering Unmasked Estep 
Score: -36133260.000000 Penalty: 6318.754395
	Iteration 9F: 3 clusters Score -3.613326e+07 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 317145 members 
Entering Unmasked Estep 
Score: -36146900.000000 Penalty: 6318.754395
	Iteration 10Q: 3 clusters Score -3.61469e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 325820 members 
Entering Unmasked Estep 
Score: -36154356.000000 Penalty: 6318.754395
	Iteration 11Q: 3 clusters Score -3.615436e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 331405 members 
Entering Unmasked Estep 
Score: -36158592.000000 Penalty: 6318.754395
	Iteration 12Q: 3 clusters Score -3.615859e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 334950 members 
Entering Unmasked Estep 
Score: -36160748.000000 Penalty: 6318.754395
	Iteration 13Q: 3 clusters Score -3.616075e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 337147 members 
Entering Unmasked Estep 
Score: -36162268.000000 Penalty: 6318.754395
	Iteration 14Q: 3 clusters Score -3.616227e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 338438 members 
Entering Unmasked Estep 
Score: -36163068.000000 Penalty: 6318.754395
	Iteration 15Q: 3 clusters Score -3.616307e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 339188 members 
Entering Unmasked Estep 
Score: -36163552.000000 Penalty: 6318.754395
	Iteration 16Q: 3 clusters Score -3.616355e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 339609 members 
Entering Unmasked Estep 
Score: -36163856.000000 Penalty: 6318.754395
	Iteration 17Q: 3 clusters Score -3.616386e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 339846 members 
Entering Unmasked Estep 
Score: -36164000.000000 Penalty: 6318.754395
	Iteration 18Q: 3 clusters Score -3.6164e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 339984 members 
Entering Unmasked Estep 
Score: -36164104.000000 Penalty: 6318.754395
	Iteration 19Q: 3 clusters Score -3.61641e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 340069 members 
Entering Unmasked Estep 
Score: -36164192.000000 Penalty: 6318.754395
	Iteration 20F: 3 clusters Score -3.616419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 340113 members 
Entering Unmasked Estep 
Score: -36164252.000000 Penalty: 6318.754395
	Iteration 21Q: 3 clusters Score -3.616425e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 340152 members 
Entering Unmasked Estep 
Score: -36164296.000000 Penalty: 6318.754395
	Iteration 22Q: 3 clusters Score -3.61643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 340188 members 
Entering Unmasked Estep 
Score: -36164328.000000 Penalty: 6318.754395
	Iteration 23Q: 3 clusters Score -3.616433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 340209 members 
Entering Unmasked Estep 
Score: -36164320.000000 Penalty: 6318.754395
	Iteration 24Q: 3 clusters Score -3.616432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 340228 members 
Entering Unmasked Estep 
Score: -36164328.000000 Penalty: 6318.754395
	Iteration 25Q: 3 clusters Score -3.616433e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 340247 members 
Entering Unmasked Estep 
Score: -36164372.000000 Penalty: 6318.754395
	Iteration 26Q: 3 clusters Score -3.616437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 340260 members 
Entering Unmasked Estep 
Score: -36164372.000000 Penalty: 6318.754395
	Iteration 27Q: 3 clusters Score -3.616437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 340275 members 
Entering Unmasked Estep 
Score: -36164408.000000 Penalty: 6318.754395
	Iteration 28Q: 3 clusters Score -3.616441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 340285 members 
Entering Unmasked Estep 
Score: -36164412.000000 Penalty: 6318.754395
	Iteration 29Q: 3 clusters Score -3.616441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 340289 members 
Entering Unmasked Estep 
Score: -36164420.000000 Penalty: 6318.754395
	Iteration 30Q: 3 clusters Score -3.616442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 340293 members 
Entering Unmasked Estep 
Score: -36164424.000000 Penalty: 6318.754395
	Iteration 31Q: 3 clusters Score -3.616442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 340296 members 
Entering Unmasked Estep 
Score: -36164408.000000 Penalty: 6318.754395
	Iteration 32Q: 3 clusters Score -3.616441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 340299 members 
Entering Unmasked Estep 
Score: -36164412.000000 Penalty: 6318.754395
	Iteration 33Q: 3 clusters Score -3.616441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 340303 members 
Entering Unmasked Estep 
Score: -36164416.000000 Penalty: 6318.754395
	Iteration 34Q: 3 clusters Score -3.616442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 340305 members 
Entering Unmasked Estep 
Score: -36164412.000000 Penalty: 6318.754395
	Iteration 35Q: 3 clusters Score -3.616441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 340304 members 
Entering Unmasked Estep 
Score: -36164432.000000 Penalty: 6318.754395
	Iteration 36Q: 3 clusters Score -3.616443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 340306 members 
Entering Unmasked Estep 
Score: -36164448.000000 Penalty: 6318.754395
	Iteration 37Q: 3 clusters Score -3.616445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 340316 members 
Entering Unmasked Estep 
Score: -36164468.000000 Penalty: 6318.754395
	Iteration 38Q: 3 clusters Score -3.616447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 340326 members 
Entering Unmasked Estep 
Score: -36164452.000000 Penalty: 6318.754395
	Iteration 39Q: 3 clusters Score -3.616445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 340334 members 
Entering Unmasked Estep 
Score: -36164456.000000 Penalty: 6318.754395
	Iteration 40F: 3 clusters Score -3.616446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 340343 members 
Entering Unmasked Estep 
Score: -36164440.000000 Penalty: 6318.754395
	Iteration 41Q: 3 clusters Score -3.616444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 340350 members 
Entering Unmasked Estep 
Score: -36164448.000000 Penalty: 6318.754395
	Iteration 42Q: 3 clusters Score -3.616445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 340356 members 
Entering Unmasked Estep 
Score: -36164468.000000 Penalty: 6318.754395
	Iteration 43Q: 3 clusters Score -3.616447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 340362 members 
Entering Unmasked Estep 
Score: -36164456.000000 Penalty: 6318.754395
	Iteration 44Q: 3 clusters Score -3.616446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 340369 members 
Entering Unmasked Estep 
Score: -36164472.000000 Penalty: 6318.754395
	Iteration 45Q: 3 clusters Score -3.616447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 340376 members 
Entering Unmasked Estep 
Score: -36164472.000000 Penalty: 6318.754395
	Iteration 46Q: 3 clusters Score -3.616447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 340382 members 
Entering Unmasked Estep 
Score: -36164492.000000 Penalty: 6318.754395
	Iteration 47Q: 3 clusters Score -3.616449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 340384 members 
Entering Unmasked Estep 
Score: -36164496.000000 Penalty: 6318.754395
	Iteration 48Q: 3 clusters Score -3.61645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 340387 members 
Entering Unmasked Estep 
Score: -36164472.000000 Penalty: 6318.754395
	Iteration 49Q: 3 clusters Score -3.616447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 340392 members 
Entering Unmasked Estep 
Score: -36164504.000000 Penalty: 6318.754395
	Iteration 50Q: 3 clusters Score -3.61645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 340396 members 
Entering Unmasked Estep 
Score: -36164500.000000 Penalty: 6318.754395
	Iteration 51Q: 3 clusters Score -3.61645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 340398 members 
Entering Unmasked Estep 
Score: -36164508.000000 Penalty: 6318.754395
	Iteration 52Q: 3 clusters Score -3.616451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 340399 members 
Entering Unmasked Estep 
Score: -36164492.000000 Penalty: 6318.754395
	Iteration 53Q: 3 clusters Score -3.616449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 340400 members 
Entering Unmasked Estep 
Score: -36164492.000000 Penalty: 6318.754395
	Iteration 54Q: 3 clusters Score -3.616449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 340401 members 
Entering Unmasked Estep 
Score: -36164508.000000 Penalty: 6318.754395
	Iteration 55Q: 3 clusters Score -3.616451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 340401 members 
Entering Unmasked Estep 
Score: -36164508.000000 Penalty: 6318.754395
	Iteration 56F: 3 clusters Score -3.616451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -57132.500000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -57132.5 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 323 members 
Entering Unmasked Estep 
Score: -55453.847656 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -55453.85 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55686.207031 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -55686.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55774.250000 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -55774.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55876.546875 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -55876.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56007.484375 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -56007.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56074.390625 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -56074.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56108.886719 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -56108.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56132.410156 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -56132.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56145.898438 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -56145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56155.070312 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -56155.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56171.074219 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -56171.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56184.113281 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -56184.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56209.105469 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -56209.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56221.945312 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -56221.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56231.484375 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -56231.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56236.214844 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -56236.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56239.863281 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -56239.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56244.878906 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -56244.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56252.277344 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -56252.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56264.421875 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -56264.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56270.703125 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -56270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56274.976562 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -56274.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56287.742188 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -56287.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56299.937500 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -56299.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56308.460938 Penalty: 3219.398926
	Iteration 24Q: 3 clusters Score -56308.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56322.878906 Penalty: 3219.398926
	Iteration 25Q: 3 clusters Score -56322.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56330.882812 Penalty: 3219.398926
	Iteration 26Q: 3 clusters Score -56330.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56340.500000 Penalty: 3219.398926
	Iteration 27Q: 3 clusters Score -56340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56361.191406 Penalty: 3219.398926
	Iteration 28Q: 3 clusters Score -56361.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56372.242188 Penalty: 3219.398926
	Iteration 29Q: 3 clusters Score -56372.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56381.488281 Penalty: 3219.398926
	Iteration 30Q: 3 clusters Score -56381.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56389.898438 Penalty: 3219.398926
	Iteration 31Q: 3 clusters Score -56389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56412.519531 Penalty: 3219.398926
	Iteration 32Q: 3 clusters Score -56412.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56422.015625 Penalty: 3219.398926
	Iteration 33Q: 3 clusters Score -56422.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56446.910156 Penalty: 3219.398926
	Iteration 34Q: 3 clusters Score -56446.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56464.164062 Penalty: 3219.398926
	Iteration 35Q: 3 clusters Score -56464.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56470.507812 Penalty: 3219.398926
	Iteration 36Q: 3 clusters Score -56470.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56475.425781 Penalty: 3219.398926
	Iteration 37Q: 3 clusters Score -56475.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56491.250000 Penalty: 3219.398926
	Iteration 38Q: 3 clusters Score -56491.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56498.542969 Penalty: 3219.398926
	Iteration 39Q: 3 clusters Score -56498.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56519.687500 Penalty: 3219.398926
	Iteration 40F: 3 clusters Score -56519.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56534.226562 Penalty: 3219.398926
	Iteration 41Q: 3 clusters Score -56534.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56548.832031 Penalty: 3219.398926
	Iteration 42Q: 3 clusters Score -56548.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56551.746094 Penalty: 3219.398926
	Iteration 43Q: 3 clusters Score -56551.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56556.878906 Penalty: 3219.398926
	Iteration 44Q: 3 clusters Score -56556.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56558.851562 Penalty: 3219.398926
	Iteration 45Q: 3 clusters Score -56558.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56562.410156 Penalty: 3219.398926
	Iteration 46Q: 3 clusters Score -56562.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56562.410156 Penalty: 3219.398926
	Iteration 47F: 3 clusters Score -56562.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -41895.980469 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -41895.98 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: -40409.375000 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -40409.38 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40618.714844 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -40618.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40668.378906 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -40668.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40689.433594 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -40689.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40712.148438 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -40712.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40724.519531 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -40724.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40728.894531 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -40728.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40733.484375 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -40733.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40733.484375 Penalty: 3082.445557
	Iteration 8F: 3 clusters Score -40733.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (335220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335220 members 
Entering Unmasked Estep 
Score: -35677128.000000 Penalty: 3155.190674
	Iteration 0F: 2 clusters Score -3.567713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 167923 members 
Entering Unmasked Estep 
Score: -35460148.000000 Penalty: 6310.381348
	Iteration 0F: 3 clusters Score -3.546015e+07 nChanged 162961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 177658 members 
Entering Unmasked Estep 
Score: -35557392.000000 Penalty: 6310.381348
	Iteration 1F: 3 clusters Score -3.555739e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 183598 members 
Entering Unmasked Estep 
Score: -35559560.000000 Penalty: 6310.381348
	Iteration 2Q: 3 clusters Score -3.555956e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 192683 members 
Entering Unmasked Estep 
Score: -35562664.000000 Penalty: 6310.381348
	Iteration 3Q: 3 clusters Score -3.556266e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 206219 members 
Entering Unmasked Estep 
Score: -35568668.000000 Penalty: 6310.381348
	Iteration 4Q: 3 clusters Score -3.556867e+07 nChanged 20285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -35579820.000000 Penalty: 6310.381348
	Iteration 5F: 3 clusters Score -3.557982e+07 nChanged 25897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 251173 members 
Entering Unmasked Estep 
Score: -35598248.000000 Penalty: 6310.381348
	Iteration 6F: 3 clusters Score -3.559825e+07 nChanged 28499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 279554 members 
Entering Unmasked Estep 
Score: -35622824.000000 Penalty: 6310.381348
	Iteration 7F: 3 clusters Score -3.562282e+07 nChanged 24745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 304269 members 
Entering Unmasked Estep 
Score: -35646552.000000 Penalty: 6310.381348
	Iteration 8F: 3 clusters Score -3.564655e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 320371 members 
Entering Unmasked Estep 
Score: -35662496.000000 Penalty: 6310.381348
	Iteration 9Q: 3 clusters Score -3.56625e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 328573 members 
Entering Unmasked Estep 
Score: -35669772.000000 Penalty: 6310.381348
	Iteration 10Q: 3 clusters Score -3.566977e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 332111 members 
Entering Unmasked Estep 
Score: -35672472.000000 Penalty: 6310.381348
	Iteration 11Q: 3 clusters Score -3.567247e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 333511 members 
Entering Unmasked Estep 
Score: -35673412.000000 Penalty: 6310.381348
	Iteration 12Q: 3 clusters Score -3.567341e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 334050 members 
Entering Unmasked Estep 
Score: -35673780.000000 Penalty: 6310.381348
	Iteration 13Q: 3 clusters Score -3.567378e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 334277 members 
Entering Unmasked Estep 
Score: -35674080.000000 Penalty: 6310.381348
	Iteration 14Q: 3 clusters Score -3.567408e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 334405 members 
Entering Unmasked Estep 
Score: -35674196.000000 Penalty: 6310.381348
	Iteration 15Q: 3 clusters Score -3.56742e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 334464 members 
Entering Unmasked Estep 
Score: -35674280.000000 Penalty: 6310.381348
	Iteration 16Q: 3 clusters Score -3.567428e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 334509 members 
Entering Unmasked Estep 
Score: -35674340.000000 Penalty: 6310.381348
	Iteration 17Q: 3 clusters Score -3.567434e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 334551 members 
Entering Unmasked Estep 
Score: -35674388.000000 Penalty: 6310.381348
	Iteration 18Q: 3 clusters Score -3.567439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 334567 members 
Entering Unmasked Estep 
Score: -35674384.000000 Penalty: 6310.381348
	Iteration 19Q: 3 clusters Score -3.567438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 334575 members 
Entering Unmasked Estep 
Score: -35674416.000000 Penalty: 6310.381348
	Iteration 20F: 3 clusters Score -3.567442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 334591 members 
Entering Unmasked Estep 
Score: -35674452.000000 Penalty: 6310.381348
	Iteration 21Q: 3 clusters Score -3.567445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 334602 members 
Entering Unmasked Estep 
Score: -35674452.000000 Penalty: 6310.381348
	Iteration 22Q: 3 clusters Score -3.567445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 334607 members 
Entering Unmasked Estep 
Score: -35674476.000000 Penalty: 6310.381348
	Iteration 23Q: 3 clusters Score -3.567448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 334612 members 
Entering Unmasked Estep 
Score: -35674472.000000 Penalty: 6310.381348
	Iteration 24Q: 3 clusters Score -3.567447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 334618 members 
Entering Unmasked Estep 
Score: -35674488.000000 Penalty: 6310.381348
	Iteration 25Q: 3 clusters Score -3.567449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 334622 members 
Entering Unmasked Estep 
Score: -35674496.000000 Penalty: 6310.381348
	Iteration 26Q: 3 clusters Score -3.56745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 334624 members 
Entering Unmasked Estep 
Score: -35674516.000000 Penalty: 6310.381348
	Iteration 27Q: 3 clusters Score -3.567452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 334624 members 
Entering Unmasked Estep 
Score: -35674512.000000 Penalty: 6310.381348
	Iteration 28Q: 3 clusters Score -3.567451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 334625 members 
Entering Unmasked Estep 
Score: -35674524.000000 Penalty: 6310.381348
	Iteration 29Q: 3 clusters Score -3.567452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 334623 members 
Entering Unmasked Estep 
Score: -35674540.000000 Penalty: 6310.381348
	Iteration 30Q: 3 clusters Score -3.567454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 334625 members 
Entering Unmasked Estep 
Score: -35674536.000000 Penalty: 6310.381348
	Iteration 31Q: 3 clusters Score -3.567454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 334627 members 
Entering Unmasked Estep 
Score: -35674520.000000 Penalty: 6310.381348
	Iteration 32Q: 3 clusters Score -3.567452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 334629 members 
Entering Unmasked Estep 
Score: -35674520.000000 Penalty: 6310.381348
	Iteration 33Q: 3 clusters Score -3.567452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 334629 members 
Entering Unmasked Estep 
Score: -35674520.000000 Penalty: 6310.381348
	Iteration 34F: 3 clusters Score -3.567452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 4 contains 38188 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 24140 members 
Mstep: Class 8 contains 24925 members 
Mstep: Class 9 contains 6486 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39045 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30848 members 
Mstep: Class 15 contains 130464 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 55712 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 173837 members 
Mstep: Class 20 contains 14704 members 
Mstep: Class 21 contains 60877 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 340927 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423696.000000 Penalty: 91801.890625
Iteration 239Q: 27 clusters Score -1.584237e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 202736 members 
Mstep: Class 4 contains 38220 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 24175 members 
Mstep: Class 8 contains 24949 members 
Mstep: Class 9 contains 6490 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 39101 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30883 members 
Mstep: Class 15 contains 130631 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 55709 members 
Mstep: Class 18 contains 17221 members 
Mstep: Class 19 contains 173988 members 
Mstep: Class 20 contains 14813 members 
Mstep: Class 21 contains 60876 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 340949 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423888.000000 Penalty: 91801.890625
Iteration 240F: 27 clusters Score -1.584239e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 204019 members 
Mstep: Class 4 contains 38119 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 24081 members 
Mstep: Class 8 contains 24898 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 39005 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30812 members 
Mstep: Class 15 contains 130429 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55708 members 
Mstep: Class 18 contains 17137 members 
Mstep: Class 19 contains 173321 members 
Mstep: Class 20 contains 14790 members 
Mstep: Class 21 contains 60876 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 341008 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424064.000000 Penalty: 91801.890625
Iteration 241Q: 27 clusters Score -1.584241e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8572 members 
Mstep: Class 3 contains 205107 members 
Mstep: Class 4 contains 38050 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 24015 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 38924 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30791 members 
Mstep: Class 15 contains 130280 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55720 members 
Mstep: Class 18 contains 17073 members 
Mstep: Class 19 contains 172690 members 
Mstep: Class 20 contains 14753 members 
Mstep: Class 21 contains 60883 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 341048 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423632.000000 Penalty: 91801.890625
Iteration 242Q: 27 clusters Score -1.584236e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 206120 members 
Mstep: Class 4 contains 37982 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23956 members 
Mstep: Class 8 contains 24848 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 38863 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30780 members 
Mstep: Class 15 contains 130174 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55715 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 19 contains 172077 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 60885 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 341115 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423792.000000 Penalty: 91801.890625
Iteration 243Q: 27 clusters Score -1.584238e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8731 members 
Mstep: Class 3 contains 207099 members 
Mstep: Class 4 contains 37920 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23898 members 
Mstep: Class 8 contains 24850 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 38801 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30774 members 
Mstep: Class 15 contains 130080 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55700 members 
Mstep: Class 18 contains 16962 members 
Mstep: Class 19 contains 171436 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 60887 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 341178 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424096.000000 Penalty: 91801.890625
Iteration 244Q: 27 clusters Score -1.584241e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8815 members 
Mstep: Class 3 contains 208010 members 
Mstep: Class 4 contains 37865 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23862 members 
Mstep: Class 8 contains 24846 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38728 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 30764 members 
Mstep: Class 15 contains 129994 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55703 members 
Mstep: Class 18 contains 16908 members 
Mstep: Class 19 contains 170795 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 60900 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 341177 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424048.000000 Penalty: 91801.890625
Iteration 245Q: 27 clusters Score -1.58424e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8877 members 
Mstep: Class 3 contains 208891 members 
Mstep: Class 4 contains 37832 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23835 members 
Mstep: Class 8 contains 24836 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38662 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 129893 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55701 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 170165 members 
Mstep: Class 20 contains 14653 members 
Mstep: Class 21 contains 60908 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 341182 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424288.000000 Penalty: 91801.890625
Iteration 246Q: 27 clusters Score -1.584243e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8943 members 
Mstep: Class 3 contains 209671 members 
Mstep: Class 4 contains 37795 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23812 members 
Mstep: Class 8 contains 24832 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38616 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30754 members 
Mstep: Class 15 contains 129798 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55696 members 
Mstep: Class 18 contains 16831 members 
Mstep: Class 19 contains 169516 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 60920 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 341187 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424112.000000 Penalty: 91801.890625
Iteration 247Q: 27 clusters Score -1.584241e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9014 members 
Mstep: Class 3 contains 210406 members 
Mstep: Class 4 contains 37774 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23779 members 
Mstep: Class 8 contains 24828 members 
Mstep: Class 9 contains 6364 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30756 members 
Mstep: Class 15 contains 129720 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55691 members 
Mstep: Class 18 contains 16791 members 
Mstep: Class 19 contains 168884 members 
Mstep: Class 20 contains 14636 members 
Mstep: Class 21 contains 60926 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 341146 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 335892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424624.000000 Penalty: 91801.890625
Iteration 248Q: 27 clusters Score -1.584246e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9093 members 
Mstep: Class 3 contains 211049 members 
Mstep: Class 4 contains 37745 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23763 members 
Mstep: Class 8 contains 24830 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38536 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30749 members 
Mstep: Class 15 contains 129667 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55669 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 168250 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 60930 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 341129 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424272.000000 Penalty: 91801.890625
Iteration 249Q: 27 clusters Score -1.584243e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 211698 members 
Mstep: Class 4 contains 37708 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23748 members 
Mstep: Class 8 contains 24821 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38504 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 129600 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55645 members 
Mstep: Class 18 contains 16738 members 
Mstep: Class 19 contains 167614 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 60937 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 341076 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424288.000000 Penalty: 91801.890625
Iteration 250Q: 27 clusters Score -1.584243e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9225 members 
Mstep: Class 3 contains 212345 members 
Mstep: Class 4 contains 37680 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23743 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38469 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30747 members 
Mstep: Class 15 contains 129539 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55615 members 
Mstep: Class 18 contains 16711 members 
Mstep: Class 19 contains 166948 members 
Mstep: Class 20 contains 14607 members 
Mstep: Class 21 contains 60953 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 341044 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424080.000000 Penalty: 91801.890625
Iteration 251Q: 27 clusters Score -1.584241e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 212984 members 
Mstep: Class 4 contains 37652 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23734 members 
Mstep: Class 8 contains 24812 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38440 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 30753 members 
Mstep: Class 15 contains 129489 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 55600 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 166334 members 
Mstep: Class 20 contains 14612 members 
Mstep: Class 21 contains 60968 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340988 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423968.000000 Penalty: 91801.890625
Iteration 252Q: 27 clusters Score -1.58424e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 213582 members 
Mstep: Class 4 contains 37630 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23724 members 
Mstep: Class 8 contains 24799 members 
Mstep: Class 9 contains 6323 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38432 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 30753 members 
Mstep: Class 15 contains 129448 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 55575 members 
Mstep: Class 18 contains 16674 members 
Mstep: Class 19 contains 165758 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 60982 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340959 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424096.000000 Penalty: 91801.890625
Iteration 253Q: 27 clusters Score -1.584241e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9361 members 
Mstep: Class 3 contains 214166 members 
Mstep: Class 4 contains 37620 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38419 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 30746 members 
Mstep: Class 15 contains 129409 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 55533 members 
Mstep: Class 18 contains 16649 members 
Mstep: Class 19 contains 165154 members 
Mstep: Class 20 contains 14592 members 
Mstep: Class 21 contains 61002 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340950 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423936.000000 Penalty: 91801.890625
Iteration 254Q: 27 clusters Score -1.584239e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9409 members 
Mstep: Class 3 contains 214725 members 
Mstep: Class 4 contains 37595 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 24776 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38399 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 30747 members 
Mstep: Class 15 contains 129352 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 55509 members 
Mstep: Class 18 contains 16624 members 
Mstep: Class 19 contains 164598 members 
Mstep: Class 20 contains 14569 members 
Mstep: Class 21 contains 61012 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340922 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 336936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423632.000000 Penalty: 91801.890625
Iteration 255Q: 27 clusters Score -1.584236e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9465 members 
Mstep: Class 3 contains 215264 members 
Mstep: Class 4 contains 37570 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23679 members 
Mstep: Class 8 contains 24762 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38378 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 30749 members 
Mstep: Class 15 contains 129281 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55497 members 
Mstep: Class 18 contains 16605 members 
Mstep: Class 19 contains 164020 members 
Mstep: Class 20 contains 14555 members 
Mstep: Class 21 contains 61020 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340911 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 337113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423648.000000 Penalty: 91801.890625
Iteration 256Q: 27 clusters Score -1.584236e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9519 members 
Mstep: Class 3 contains 215811 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23667 members 
Mstep: Class 8 contains 24759 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38338 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 30746 members 
Mstep: Class 15 contains 129226 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55489 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 163417 members 
Mstep: Class 20 contains 14539 members 
Mstep: Class 21 contains 61033 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340865 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 337341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423408.000000 Penalty: 91801.890625
Iteration 257Q: 27 clusters Score -1.584234e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9568 members 
Mstep: Class 3 contains 216359 members 
Mstep: Class 4 contains 37507 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23667 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38294 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 30749 members 
Mstep: Class 15 contains 129184 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55471 members 
Mstep: Class 18 contains 16554 members 
Mstep: Class 19 contains 162777 members 
Mstep: Class 20 contains 14538 members 
Mstep: Class 21 contains 61057 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340819 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 337592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423184.000000 Penalty: 91801.890625
Iteration 258Q: 27 clusters Score -1.584232e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9608 members 
Mstep: Class 3 contains 216897 members 
Mstep: Class 4 contains 37478 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23660 members 
Mstep: Class 8 contains 24735 members 
Mstep: Class 9 contains 6288 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38253 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30752 members 
Mstep: Class 15 contains 129147 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55450 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 162144 members 
Mstep: Class 20 contains 14537 members 
Mstep: Class 21 contains 61079 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340805 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 337813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423728.000000 Penalty: 91801.890625
Iteration 259Q: 27 clusters Score -1.584237e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 217419 members 
Mstep: Class 4 contains 37469 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23656 members 
Mstep: Class 8 contains 24723 members 
Mstep: Class 9 contains 6277 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38205 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30752 members 
Mstep: Class 15 contains 129111 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55438 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 161470 members 
Mstep: Class 20 contains 14537 members 
Mstep: Class 21 contains 61094 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340830 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423744.000000 Penalty: 91801.890625
Iteration 260F: 27 clusters Score -1.584237e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 217917 members 
Mstep: Class 4 contains 37466 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23645 members 
Mstep: Class 8 contains 24714 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38175 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30746 members 
Mstep: Class 15 contains 129096 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55439 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 160829 members 
Mstep: Class 20 contains 14534 members 
Mstep: Class 21 contains 61098 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340862 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423920.000000 Penalty: 91801.890625
Iteration 261Q: 27 clusters Score -1.584239e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9740 members 
Mstep: Class 3 contains 218431 members 
Mstep: Class 4 contains 37452 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 24702 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 129070 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55433 members 
Mstep: Class 18 contains 16483 members 
Mstep: Class 19 contains 160196 members 
Mstep: Class 20 contains 14533 members 
Mstep: Class 21 contains 61111 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340877 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423648.000000 Penalty: 91801.890625
Iteration 262Q: 27 clusters Score -1.584236e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 218915 members 
Mstep: Class 4 contains 37437 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23637 members 
Mstep: Class 8 contains 24692 members 
Mstep: Class 9 contains 6242 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38088 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 129086 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55422 members 
Mstep: Class 18 contains 16463 members 
Mstep: Class 19 contains 159578 members 
Mstep: Class 20 contains 14525 members 
Mstep: Class 21 contains 61128 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340876 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423536.000000 Penalty: 91801.890625
Iteration 263Q: 27 clusters Score -1.584235e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 219402 members 
Mstep: Class 4 contains 37420 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23638 members 
Mstep: Class 8 contains 24681 members 
Mstep: Class 9 contains 6228 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38043 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 129107 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55424 members 
Mstep: Class 18 contains 16442 members 
Mstep: Class 19 contains 158948 members 
Mstep: Class 20 contains 14521 members 
Mstep: Class 21 contains 61137 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340869 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423600.000000 Penalty: 91801.890625
Iteration 264Q: 27 clusters Score -1.584236e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9853 members 
Mstep: Class 3 contains 219856 members 
Mstep: Class 4 contains 37401 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23635 members 
Mstep: Class 8 contains 24669 members 
Mstep: Class 9 contains 6219 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 38016 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30729 members 
Mstep: Class 15 contains 129126 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55422 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 158344 members 
Mstep: Class 20 contains 14510 members 
Mstep: Class 21 contains 61143 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340869 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 338959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423712.000000 Penalty: 91801.890625
Iteration 265Q: 27 clusters Score -1.584237e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 220331 members 
Mstep: Class 4 contains 37373 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23636 members 
Mstep: Class 8 contains 24650 members 
Mstep: Class 9 contains 6209 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37984 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 30733 members 
Mstep: Class 15 contains 129147 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55450 members 
Mstep: Class 18 contains 16399 members 
Mstep: Class 19 contains 157772 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 61144 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340843 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423312.000000 Penalty: 91801.890625
Iteration 266Q: 27 clusters Score -1.584233e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9933 members 
Mstep: Class 3 contains 220785 members 
Mstep: Class 4 contains 37354 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23623 members 
Mstep: Class 8 contains 24631 members 
Mstep: Class 9 contains 6201 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37952 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30745 members 
Mstep: Class 15 contains 129172 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55479 members 
Mstep: Class 18 contains 16377 members 
Mstep: Class 19 contains 157279 members 
Mstep: Class 20 contains 14517 members 
Mstep: Class 21 contains 61144 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 340858 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423376.000000 Penalty: 91801.890625
Iteration 267Q: 27 clusters Score -1.584234e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 221212 members 
Mstep: Class 4 contains 37331 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23625 members 
Mstep: Class 8 contains 24617 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37915 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 129189 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55498 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 156795 members 
Mstep: Class 20 contains 14513 members 
Mstep: Class 21 contains 61151 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 340885 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423408.000000 Penalty: 91801.890625
Iteration 268Q: 27 clusters Score -1.584234e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10049 members 
Mstep: Class 3 contains 221572 members 
Mstep: Class 4 contains 37308 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 24608 members 
Mstep: Class 9 contains 6190 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37879 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30741 members 
Mstep: Class 15 contains 129191 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55499 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 156329 members 
Mstep: Class 20 contains 14499 members 
Mstep: Class 21 contains 61160 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 340944 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423536.000000 Penalty: 91801.890625
Iteration 269Q: 27 clusters Score -1.584235e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 221932 members 
Mstep: Class 4 contains 37300 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 24587 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30737 members 
Mstep: Class 15 contains 129198 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55526 members 
Mstep: Class 18 contains 16310 members 
Mstep: Class 19 contains 155879 members 
Mstep: Class 20 contains 14486 members 
Mstep: Class 21 contains 61170 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 341024 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423456.000000 Penalty: 91801.890625
Iteration 270Q: 27 clusters Score -1.584235e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 222282 members 
Mstep: Class 4 contains 37281 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23595 members 
Mstep: Class 8 contains 24569 members 
Mstep: Class 9 contains 6158 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37795 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 129219 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55558 members 
Mstep: Class 18 contains 16293 members 
Mstep: Class 19 contains 155437 members 
Mstep: Class 20 contains 14478 members 
Mstep: Class 21 contains 61172 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 341062 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423408.000000 Penalty: 91801.890625
Iteration 271Q: 27 clusters Score -1.584234e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10190 members 
Mstep: Class 3 contains 222610 members 
Mstep: Class 4 contains 37262 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23585 members 
Mstep: Class 8 contains 24545 members 
Mstep: Class 9 contains 6154 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37744 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 129221 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55574 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 155036 members 
Mstep: Class 20 contains 14470 members 
Mstep: Class 21 contains 61175 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 341147 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423408.000000 Penalty: 91801.890625
Iteration 272Q: 27 clusters Score -1.584234e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10226 members 
Mstep: Class 3 contains 222957 members 
Mstep: Class 4 contains 37249 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23579 members 
Mstep: Class 8 contains 24530 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37712 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 129215 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55592 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 154590 members 
Mstep: Class 20 contains 14471 members 
Mstep: Class 21 contains 61174 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 341245 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423280.000000 Penalty: 91801.890625
Iteration 273Q: 27 clusters Score -1.584233e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10262 members 
Mstep: Class 3 contains 223332 members 
Mstep: Class 4 contains 37232 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 24510 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37691 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 129205 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55612 members 
Mstep: Class 18 contains 16235 members 
Mstep: Class 19 contains 154129 members 
Mstep: Class 20 contains 14465 members 
Mstep: Class 21 contains 61181 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 341303 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423456.000000 Penalty: 91801.890625
Iteration 274Q: 27 clusters Score -1.584235e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 223714 members 
Mstep: Class 4 contains 37220 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 24495 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37664 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 129195 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55634 members 
Mstep: Class 18 contains 16220 members 
Mstep: Class 19 contains 153680 members 
Mstep: Class 20 contains 14466 members 
Mstep: Class 21 contains 61186 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 341361 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423472.000000 Penalty: 91801.890625
Iteration 275Q: 27 clusters Score -1.584235e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 224115 members 
Mstep: Class 4 contains 37219 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23576 members 
Mstep: Class 8 contains 24487 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37629 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 129206 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55655 members 
Mstep: Class 18 contains 16198 members 
Mstep: Class 19 contains 153231 members 
Mstep: Class 20 contains 14466 members 
Mstep: Class 21 contains 61192 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 341387 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422944.000000 Penalty: 91801.890625
Iteration 276Q: 27 clusters Score -1.584229e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10369 members 
Mstep: Class 3 contains 224469 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23568 members 
Mstep: Class 8 contains 24475 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37598 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 30728 members 
Mstep: Class 15 contains 129222 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55673 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 152798 members 
Mstep: Class 20 contains 14463 members 
Mstep: Class 21 contains 61198 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 341451 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423520.000000 Penalty: 91801.890625
Iteration 277Q: 27 clusters Score -1.584235e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 224806 members 
Mstep: Class 4 contains 37213 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23560 members 
Mstep: Class 8 contains 24468 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37560 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 30728 members 
Mstep: Class 15 contains 129244 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 55702 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 14469 members 
Mstep: Class 21 contains 61198 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 341481 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423440.000000 Penalty: 91801.890625
Iteration 278Q: 27 clusters Score -1.584234e+08 nChanged 1257
Entering ConstructFrom: 
Score: -158423440.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -121346.851562 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -121346.9 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 616 members 
Entering Unmasked Estep 
Score: -119247.789062 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -119247.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119683.343750 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -119683.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119901.281250 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -119901.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120025.023438 Penalty: 3544.799072
	Iteration 3F: 3 clusters Score -120025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120137.500000 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -120137.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120200.937500 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -120200.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120250.484375 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -120250.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -120288.593750 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -120288.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120317.382812 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -120317.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120333.406250 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -120333.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120345.382812 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -120345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120354.867188 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -120354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120357.718750 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -120357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120358.664062 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -120358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120359.734375 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -120359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120364.460938 Penalty: 3544.799072
	Iteration 15F: 3 clusters Score -120364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120374.265625 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -120374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120377.281250 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -120377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -120382.960938 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -120383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120388.781250 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -120388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120398.960938 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -120399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120409.375000 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -120409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120417.750000 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -120417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120427.726562 Penalty: 3544.799072
	Iteration 23Q: 3 clusters Score -120427.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -120437.656250 Penalty: 3544.799072
	Iteration 24Q: 3 clusters Score -120437.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120443.906250 Penalty: 3544.799072
	Iteration 25Q: 3 clusters Score -120443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120449.156250 Penalty: 3544.799072
	Iteration 26Q: 3 clusters Score -120449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120451.710938 Penalty: 3544.799072
	Iteration 27Q: 3 clusters Score -120451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120454.054688 Penalty: 3544.799072
	Iteration 28Q: 3 clusters Score -120454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120454.054688 Penalty: 3544.799072
	Iteration 29F: 3 clusters Score -120454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Entering Unmasked Estep 
Score: -1115604.000000 Penalty: 2295.246582
	Iteration 0F: 2 clusters Score -1115604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1107684.875000 Penalty: 4590.493164
	Iteration 0F: 3 clusters Score -1107685 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1110015.875000 Penalty: 4590.493164
	Iteration 1F: 3 clusters Score -1110016 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1110302.750000 Penalty: 4590.493164
	Iteration 2F: 3 clusters Score -1110303 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1110533.875000 Penalty: 4590.493164
	Iteration 3Q: 3 clusters Score -1110534 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1110745.375000 Penalty: 4590.493164
	Iteration 4Q: 3 clusters Score -1110745 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1110934.875000 Penalty: 4590.493164
	Iteration 5Q: 3 clusters Score -1110935 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1111147.750000 Penalty: 4590.493164
	Iteration 6Q: 3 clusters Score -1111148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1111356.500000 Penalty: 4590.493164
	Iteration 7Q: 3 clusters Score -1111356 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1111528.500000 Penalty: 4590.493164
	Iteration 8Q: 3 clusters Score -1111528 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1111741.875000 Penalty: 4590.493164
	Iteration 9Q: 3 clusters Score -1111742 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1111988.875000 Penalty: 4590.493164
	Iteration 10Q: 3 clusters Score -1111989 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1112250.375000 Penalty: 4590.493164
	Iteration 11Q: 3 clusters Score -1112250 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1112538.000000 Penalty: 4590.493164
	Iteration 12Q: 3 clusters Score -1112538 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1112814.500000 Penalty: 4590.493164
	Iteration 13Q: 3 clusters Score -1112814 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1113038.750000 Penalty: 4590.493164
	Iteration 14Q: 3 clusters Score -1113039 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1113191.750000 Penalty: 4590.493164
	Iteration 15Q: 3 clusters Score -1113192 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1113298.125000 Penalty: 4590.493164
	Iteration 16Q: 3 clusters Score -1113298 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1113366.375000 Penalty: 4590.493164
	Iteration 17Q: 3 clusters Score -1113366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1113413.625000 Penalty: 4590.493164
	Iteration 18Q: 3 clusters Score -1113414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1113451.125000 Penalty: 4590.493164
	Iteration 19Q: 3 clusters Score -1113451 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1113488.125000 Penalty: 4590.493164
	Iteration 20F: 3 clusters Score -1113488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1113537.625000 Penalty: 4590.493164
	Iteration 21Q: 3 clusters Score -1113538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1113586.125000 Penalty: 4590.493164
	Iteration 22Q: 3 clusters Score -1113586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1113620.625000 Penalty: 4590.493164
	Iteration 23Q: 3 clusters Score -1113621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1113663.500000 Penalty: 4590.493164
	Iteration 24Q: 3 clusters Score -1113664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1113700.500000 Penalty: 4590.493164
	Iteration 25Q: 3 clusters Score -1113700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1113741.750000 Penalty: 4590.493164
	Iteration 26Q: 3 clusters Score -1113742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1113766.250000 Penalty: 4590.493164
	Iteration 27Q: 3 clusters Score -1113766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1113785.125000 Penalty: 4590.493164
	Iteration 28Q: 3 clusters Score -1113785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1113803.375000 Penalty: 4590.493164
	Iteration 29Q: 3 clusters Score -1113803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1113819.750000 Penalty: 4590.493164
	Iteration 30Q: 3 clusters Score -1113820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1113834.125000 Penalty: 4590.493164
	Iteration 31Q: 3 clusters Score -1113834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1113843.875000 Penalty: 4590.493164
	Iteration 32Q: 3 clusters Score -1113844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1113852.500000 Penalty: 4590.493164
	Iteration 33Q: 3 clusters Score -1113852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1113857.875000 Penalty: 4590.493164
	Iteration 34Q: 3 clusters Score -1113858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1113866.000000 Penalty: 4590.493164
	Iteration 35Q: 3 clusters Score -1113866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1113871.875000 Penalty: 4590.493164
	Iteration 36Q: 3 clusters Score -1113872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1113884.750000 Penalty: 4590.493164
	Iteration 37Q: 3 clusters Score -1113885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1113894.750000 Penalty: 4590.493164
	Iteration 38Q: 3 clusters Score -1113895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1113905.750000 Penalty: 4590.493164
	Iteration 39Q: 3 clusters Score -1113906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1113915.250000 Penalty: 4590.493164
	Iteration 40F: 3 clusters Score -1113915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1113930.500000 Penalty: 4590.493164
	Iteration 41Q: 3 clusters Score -1113930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1113937.750000 Penalty: 4590.493164
	Iteration 42Q: 3 clusters Score -1113938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1113945.625000 Penalty: 4590.493164
	Iteration 43Q: 3 clusters Score -1113946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1113953.125000 Penalty: 4590.493164
	Iteration 44Q: 3 clusters Score -1113953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1113956.250000 Penalty: 4590.493164
	Iteration 45Q: 3 clusters Score -1113956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1113962.625000 Penalty: 4590.493164
	Iteration 46Q: 3 clusters Score -1113963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1113967.625000 Penalty: 4590.493164
	Iteration 47Q: 3 clusters Score -1113968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1113970.500000 Penalty: 4590.493164
	Iteration 48Q: 3 clusters Score -1113970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1113970.750000 Penalty: 4590.493164
	Iteration 49Q: 3 clusters Score -1113971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1113974.625000 Penalty: 4590.493164
	Iteration 50Q: 3 clusters Score -1113975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1113977.875000 Penalty: 4590.493164
	Iteration 51Q: 3 clusters Score -1113978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1113980.375000 Penalty: 4590.493164
	Iteration 52Q: 3 clusters Score -1113980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1113984.000000 Penalty: 4590.493164
	Iteration 53Q: 3 clusters Score -1113984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1113983.250000 Penalty: 4590.493164
	Iteration 54Q: 3 clusters Score -1113983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1113986.125000 Penalty: 4590.493164
	Iteration 55Q: 3 clusters Score -1113986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1113985.875000 Penalty: 4590.493164
	Iteration 56Q: 3 clusters Score -1113986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1113984.750000 Penalty: 4590.493164
	Iteration 57Q: 3 clusters Score -1113985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1113983.875000 Penalty: 4590.493164
	Iteration 58Q: 3 clusters Score -1113984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1113984.750000 Penalty: 4590.493164
	Iteration 59Q: 3 clusters Score -1113985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1113984.750000 Penalty: 4590.493164
	Iteration 60F: 3 clusters Score -1113985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (225154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Entering Unmasked Estep 
Score: -23983842.000000 Penalty: 3056.485840
	Iteration 0F: 2 clusters Score -2.398384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -23834610.000000 Penalty: 6112.971680
	Iteration 0F: 3 clusters Score -2.383461e+07 nChanged 109011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 113874 members 
Entering Unmasked Estep 
Score: -23898668.000000 Penalty: 6112.971680
	Iteration 1F: 3 clusters Score -2.389867e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -23899602.000000 Penalty: 6112.971680
	Iteration 2Q: 3 clusters Score -2.38996e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -23900610.000000 Penalty: 6112.971680
	Iteration 3Q: 3 clusters Score -2.390061e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -23902070.000000 Penalty: 6112.971680
	Iteration 4Q: 3 clusters Score -2.390207e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 117352 members 
Entering Unmasked Estep 
Score: -23903590.000000 Penalty: 6112.971680
	Iteration 5Q: 3 clusters Score -2.390359e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105737 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -23905448.000000 Penalty: 6112.971680
	Iteration 6Q: 3 clusters Score -2.390545e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 122447 members 
Entering Unmasked Estep 
Score: -23907990.000000 Penalty: 6112.971680
	Iteration 7Q: 3 clusters Score -2.390799e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
Score: -23911358.000000 Penalty: 6112.971680
	Iteration 8Q: 3 clusters Score -2.391136e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -23916772.000000 Penalty: 6112.971680
	Iteration 9Q: 3 clusters Score -2.391677e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 141629 members 
Entering Unmasked Estep 
Score: -23924338.000000 Penalty: 6112.971680
	Iteration 10F: 3 clusters Score -2.392434e+07 nChanged 13588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 151681 members 
Entering Unmasked Estep 
Score: -23933902.000000 Penalty: 6112.971680
	Iteration 11F: 3 clusters Score -2.39339e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 161638 members 
Entering Unmasked Estep 
Score: -23944034.000000 Penalty: 6112.971680
	Iteration 12F: 3 clusters Score -2.394403e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -23952804.000000 Penalty: 6112.971680
	Iteration 13F: 3 clusters Score -2.39528e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -23959000.000000 Penalty: 6112.971680
	Iteration 14Q: 3 clusters Score -2.3959e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 182892 members 
Entering Unmasked Estep 
Score: -23962876.000000 Penalty: 6112.971680
	Iteration 15Q: 3 clusters Score -2.396288e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 187950 members 
Entering Unmasked Estep 
Score: -23965854.000000 Penalty: 6112.971680
	Iteration 16Q: 3 clusters Score -2.396585e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 192613 members 
Entering Unmasked Estep 
Score: -23968568.000000 Penalty: 6112.971680
	Iteration 17Q: 3 clusters Score -2.396857e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 196846 members 
Entering Unmasked Estep 
Score: -23970920.000000 Penalty: 6112.971680
	Iteration 18Q: 3 clusters Score -2.397092e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 200586 members 
Entering Unmasked Estep 
Score: -23973226.000000 Penalty: 6112.971680
	Iteration 19Q: 3 clusters Score -2.397323e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 203776 members 
Entering Unmasked Estep 
Score: -23975252.000000 Penalty: 6112.971680
	Iteration 20F: 3 clusters Score -2.397525e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 206347 members 
Entering Unmasked Estep 
Score: -23976744.000000 Penalty: 6112.971680
	Iteration 21Q: 3 clusters Score -2.397674e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 208469 members 
Entering Unmasked Estep 
Score: -23977774.000000 Penalty: 6112.971680
	Iteration 22Q: 3 clusters Score -2.397777e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 210208 members 
Entering Unmasked Estep 
Score: -23978526.000000 Penalty: 6112.971680
	Iteration 23Q: 3 clusters Score -2.397853e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 211694 members 
Entering Unmasked Estep 
Score: -23979114.000000 Penalty: 6112.971680
	Iteration 24Q: 3 clusters Score -2.397911e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 212990 members 
Entering Unmasked Estep 
Score: -23979564.000000 Penalty: 6112.971680
	Iteration 25Q: 3 clusters Score -2.397956e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -23979894.000000 Penalty: 6112.971680
	Iteration 26Q: 3 clusters Score -2.397989e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 215076 members 
Entering Unmasked Estep 
Score: -23980198.000000 Penalty: 6112.971680
	Iteration 27Q: 3 clusters Score -2.39802e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 215906 members 
Entering Unmasked Estep 
Score: -23980440.000000 Penalty: 6112.971680
	Iteration 28Q: 3 clusters Score -2.398044e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -23980558.000000 Penalty: 6112.971680
	Iteration 29Q: 3 clusters Score -2.398056e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 217293 members 
Entering Unmasked Estep 
Score: -23980694.000000 Penalty: 6112.971680
	Iteration 30Q: 3 clusters Score -2.398069e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 217880 members 
Entering Unmasked Estep 
Score: -23980830.000000 Penalty: 6112.971680
	Iteration 31Q: 3 clusters Score -2.398083e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 218384 members 
Entering Unmasked Estep 
Score: -23980922.000000 Penalty: 6112.971680
	Iteration 32Q: 3 clusters Score -2.398092e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 218834 members 
Entering Unmasked Estep 
Score: -23980990.000000 Penalty: 6112.971680
	Iteration 33Q: 3 clusters Score -2.398099e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 219219 members 
Entering Unmasked Estep 
Score: -23981102.000000 Penalty: 6112.971680
	Iteration 34Q: 3 clusters Score -2.39811e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 219552 members 
Entering Unmasked Estep 
Score: -23981142.000000 Penalty: 6112.971680
	Iteration 35Q: 3 clusters Score -2.398114e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -23981208.000000 Penalty: 6112.971680
	Iteration 36Q: 3 clusters Score -2.398121e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 220129 members 
Entering Unmasked Estep 
Score: -23981190.000000 Penalty: 6112.971680
	Iteration 37Q: 3 clusters Score -2.398119e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 220379 members 
Entering Unmasked Estep 
Score: -23981226.000000 Penalty: 6112.971680
	Iteration 38Q: 3 clusters Score -2.398123e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 220608 members 
Entering Unmasked Estep 
Score: -23981336.000000 Penalty: 6112.971680
	Iteration 39Q: 3 clusters Score -2.398134e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 220832 members 
Entering Unmasked Estep 
Score: -23981378.000000 Penalty: 6112.971680
	Iteration 40F: 3 clusters Score -2.398138e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 221049 members 
Entering Unmasked Estep 
Score: -23981434.000000 Penalty: 6112.971680
	Iteration 41Q: 3 clusters Score -2.398143e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 221256 members 
Entering Unmasked Estep 
Score: -23981518.000000 Penalty: 6112.971680
	Iteration 42Q: 3 clusters Score -2.398152e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 221443 members 
Entering Unmasked Estep 
Score: -23981526.000000 Penalty: 6112.971680
	Iteration 43Q: 3 clusters Score -2.398153e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 221572 members 
Entering Unmasked Estep 
Score: -23981572.000000 Penalty: 6112.971680
	Iteration 44Q: 3 clusters Score -2.398157e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 221706 members 
Entering Unmasked Estep 
Score: -23981598.000000 Penalty: 6112.971680
	Iteration 45Q: 3 clusters Score -2.39816e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 221836 members 
Entering Unmasked Estep 
Score: -23981638.000000 Penalty: 6112.971680
	Iteration 46Q: 3 clusters Score -2.398164e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 221946 members 
Entering Unmasked Estep 
Score: -23981714.000000 Penalty: 6112.971680
	Iteration 47Q: 3 clusters Score -2.398171e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 222057 members 
Entering Unmasked Estep 
Score: -23981784.000000 Penalty: 6112.971680
	Iteration 48Q: 3 clusters Score -2.398178e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 222147 members 
Entering Unmasked Estep 
Score: -23981752.000000 Penalty: 6112.971680
	Iteration 49Q: 3 clusters Score -2.398175e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 222236 members 
Entering Unmasked Estep 
Score: -23981722.000000 Penalty: 6112.971680
	Iteration 50Q: 3 clusters Score -2.398172e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 222308 members 
Entering Unmasked Estep 
Score: -23981780.000000 Penalty: 6112.971680
	Iteration 51Q: 3 clusters Score -2.398178e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 222365 members 
Entering Unmasked Estep 
Score: -23981778.000000 Penalty: 6112.971680
	Iteration 52Q: 3 clusters Score -2.398178e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 222429 members 
Entering Unmasked Estep 
Score: -23981790.000000 Penalty: 6112.971680
	Iteration 53Q: 3 clusters Score -2.398179e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 222494 members 
Entering Unmasked Estep 
Score: -23981746.000000 Penalty: 6112.971680
	Iteration 54Q: 3 clusters Score -2.398175e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 222554 members 
Entering Unmasked Estep 
Score: -23981770.000000 Penalty: 6112.971680
	Iteration 55Q: 3 clusters Score -2.398177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 222592 members 
Entering Unmasked Estep 
Score: -23981764.000000 Penalty: 6112.971680
	Iteration 56Q: 3 clusters Score -2.398176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 222623 members 
Entering Unmasked Estep 
Score: -23981750.000000 Penalty: 6112.971680
	Iteration 57Q: 3 clusters Score -2.398175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 222645 members 
Entering Unmasked Estep 
Score: -23981750.000000 Penalty: 6112.971680
	Iteration 58Q: 3 clusters Score -2.398175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 222664 members 
Entering Unmasked Estep 
Score: -23981756.000000 Penalty: 6112.971680
	Iteration 59Q: 3 clusters Score -2.398176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 222689 members 
Entering Unmasked Estep 
Score: -23981748.000000 Penalty: 6112.971680
	Iteration 60F: 3 clusters Score -2.398175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 222710 members 
Entering Unmasked Estep 
Score: -23981784.000000 Penalty: 6112.971680
	Iteration 61Q: 3 clusters Score -2.398178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 222729 members 
Entering Unmasked Estep 
Score: -23981790.000000 Penalty: 6112.971680
	Iteration 62Q: 3 clusters Score -2.398179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 222750 members 
Entering Unmasked Estep 
Score: -23981798.000000 Penalty: 6112.971680
	Iteration 63Q: 3 clusters Score -2.39818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 222776 members 
Entering Unmasked Estep 
Score: -23981796.000000 Penalty: 6112.971680
	Iteration 64Q: 3 clusters Score -2.39818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 222803 members 
Entering Unmasked Estep 
Score: -23981766.000000 Penalty: 6112.971680
	Iteration 65Q: 3 clusters Score -2.398177e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 222826 members 
Entering Unmasked Estep 
Score: -23981758.000000 Penalty: 6112.971680
	Iteration 66Q: 3 clusters Score -2.398176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 222845 members 
Entering Unmasked Estep 
Score: -23981768.000000 Penalty: 6112.971680
	Iteration 67Q: 3 clusters Score -2.398177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 222861 members 
Entering Unmasked Estep 
Score: -23981756.000000 Penalty: 6112.971680
	Iteration 68Q: 3 clusters Score -2.398176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 222877 members 
Entering Unmasked Estep 
Score: -23981786.000000 Penalty: 6112.971680
	Iteration 69Q: 3 clusters Score -2.398179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 222896 members 
Entering Unmasked Estep 
Score: -23981766.000000 Penalty: 6112.971680
	Iteration 70Q: 3 clusters Score -2.398177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 222912 members 
Entering Unmasked Estep 
Score: -23981804.000000 Penalty: 6112.971680
	Iteration 71Q: 3 clusters Score -2.39818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 222926 members 
Entering Unmasked Estep 
Score: -23981830.000000 Penalty: 6112.971680
	Iteration 72Q: 3 clusters Score -2.398183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 222943 members 
Entering Unmasked Estep 
Score: -23981830.000000 Penalty: 6112.971680
	Iteration 73Q: 3 clusters Score -2.398183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 222956 members 
Entering Unmasked Estep 
Score: -23981814.000000 Penalty: 6112.971680
	Iteration 74Q: 3 clusters Score -2.398181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 222976 members 
Entering Unmasked Estep 
Score: -23981848.000000 Penalty: 6112.971680
	Iteration 75Q: 3 clusters Score -2.398185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 222994 members 
Entering Unmasked Estep 
Score: -23981846.000000 Penalty: 6112.971680
	Iteration 76Q: 3 clusters Score -2.398185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 223003 members 
Entering Unmasked Estep 
Score: -23981838.000000 Penalty: 6112.971680
	Iteration 77Q: 3 clusters Score -2.398184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 223018 members 
Entering Unmasked Estep 
Score: -23981842.000000 Penalty: 6112.971680
	Iteration 78Q: 3 clusters Score -2.398184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 223028 members 
Entering Unmasked Estep 
Score: -23981844.000000 Penalty: 6112.971680
	Iteration 79Q: 3 clusters Score -2.398184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 223038 members 
Entering Unmasked Estep 
Score: -23981856.000000 Penalty: 6112.971680
	Iteration 80F: 3 clusters Score -2.398186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 223051 members 
Entering Unmasked Estep 
Score: -23981898.000000 Penalty: 6112.971680
	Iteration 81Q: 3 clusters Score -2.39819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 223062 members 
Entering Unmasked Estep 
Score: -23981888.000000 Penalty: 6112.971680
	Iteration 82Q: 3 clusters Score -2.398189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 223075 members 
Entering Unmasked Estep 
Score: -23981876.000000 Penalty: 6112.971680
	Iteration 83Q: 3 clusters Score -2.398188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 223082 members 
Entering Unmasked Estep 
Score: -23981872.000000 Penalty: 6112.971680
	Iteration 84Q: 3 clusters Score -2.398187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 223087 members 
Entering Unmasked Estep 
Score: -23981874.000000 Penalty: 6112.971680
	Iteration 85Q: 3 clusters Score -2.398187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 223095 members 
Entering Unmasked Estep 
Score: -23981876.000000 Penalty: 6112.971680
	Iteration 86Q: 3 clusters Score -2.398188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 223098 members 
Entering Unmasked Estep 
Score: -23981868.000000 Penalty: 6112.971680
	Iteration 87Q: 3 clusters Score -2.398187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 223098 members 
Entering Unmasked Estep 
Score: -23981868.000000 Penalty: 6112.971680
	Iteration 88Q: 3 clusters Score -2.398187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 223097 members 
Entering Unmasked Estep 
Score: -23981886.000000 Penalty: 6112.971680
	Iteration 89Q: 3 clusters Score -2.398189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -23981892.000000 Penalty: 6112.971680
	Iteration 90Q: 3 clusters Score -2.398189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 223100 members 
Entering Unmasked Estep 
Score: -23981892.000000 Penalty: 6112.971680
	Iteration 91Q: 3 clusters Score -2.398189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 223101 members 
Entering Unmasked Estep 
Score: -23981890.000000 Penalty: 6112.971680
	Iteration 92Q: 3 clusters Score -2.398189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 223101 members 
Entering Unmasked Estep 
Score: -23981890.000000 Penalty: 6112.971680
	Iteration 93F: 3 clusters Score -2.398189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Entering Unmasked Estep 
Score: -4007949.500000 Penalty: 2610.020996
	Iteration 0F: 2 clusters Score -4007950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3982651.500000 Penalty: 5220.041992
	Iteration 0F: 3 clusters Score -3982652 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3991978.500000 Penalty: 5220.041992
	Iteration 1F: 3 clusters Score -3991978 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3992587.250000 Penalty: 5220.041992
	Iteration 2Q: 3 clusters Score -3992587 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3993435.250000 Penalty: 5220.041992
	Iteration 3Q: 3 clusters Score -3993435 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3994639.750000 Penalty: 5220.041992
	Iteration 4F: 3 clusters Score -3994640 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3996352.250000 Penalty: 5220.041992
	Iteration 5F: 3 clusters Score -3996352 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3998667.750000 Penalty: 5220.041992
	Iteration 6F: 3 clusters Score -3998668 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -4001291.750000 Penalty: 5220.041992
	Iteration 7F: 3 clusters Score -4001292 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4003441.750000 Penalty: 5220.041992
	Iteration 8F: 3 clusters Score -4003442 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4004778.500000 Penalty: 5220.041992
	Iteration 9Q: 3 clusters Score -4004778 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4005395.250000 Penalty: 5220.041992
	Iteration 10Q: 3 clusters Score -4005395 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4005742.250000 Penalty: 5220.041992
	Iteration 11Q: 3 clusters Score -4005742 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4005905.750000 Penalty: 5220.041992
	Iteration 12Q: 3 clusters Score -4005906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4006004.000000 Penalty: 5220.041992
	Iteration 13Q: 3 clusters Score -4006004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4006055.750000 Penalty: 5220.041992
	Iteration 14Q: 3 clusters Score -4006056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4006093.750000 Penalty: 5220.041992
	Iteration 15Q: 3 clusters Score -4006094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4006125.250000 Penalty: 5220.041992
	Iteration 16Q: 3 clusters Score -4006125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4006156.750000 Penalty: 5220.041992
	Iteration 17Q: 3 clusters Score -4006157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4006170.500000 Penalty: 5220.041992
	Iteration 18Q: 3 clusters Score -4006170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4006184.750000 Penalty: 5220.041992
	Iteration 19Q: 3 clusters Score -4006185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4006214.000000 Penalty: 5220.041992
	Iteration 20F: 3 clusters Score -4006214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4006239.500000 Penalty: 5220.041992
	Iteration 21Q: 3 clusters Score -4006240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4006255.000000 Penalty: 5220.041992
	Iteration 22Q: 3 clusters Score -4006255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4006256.000000 Penalty: 5220.041992
	Iteration 23Q: 3 clusters Score -4006256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4006267.750000 Penalty: 5220.041992
	Iteration 24Q: 3 clusters Score -4006268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4006276.250000 Penalty: 5220.041992
	Iteration 25Q: 3 clusters Score -4006276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4006276.250000 Penalty: 5220.041992
	Iteration 26Q: 3 clusters Score -4006276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4006282.000000 Penalty: 5220.041992
	Iteration 27Q: 3 clusters Score -4006282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4006290.250000 Penalty: 5220.041992
	Iteration 28Q: 3 clusters Score -4006290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4006288.500000 Penalty: 5220.041992
	Iteration 29Q: 3 clusters Score -4006288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4006293.500000 Penalty: 5220.041992
	Iteration 30Q: 3 clusters Score -4006294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4006294.000000 Penalty: 5220.041992
	Iteration 31Q: 3 clusters Score -4006294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4006298.500000 Penalty: 5220.041992
	Iteration 32Q: 3 clusters Score -4006298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4006300.750000 Penalty: 5220.041992
	Iteration 33Q: 3 clusters Score -4006301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4006303.500000 Penalty: 5220.041992
	Iteration 34Q: 3 clusters Score -4006304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4006304.750000 Penalty: 5220.041992
	Iteration 35Q: 3 clusters Score -4006305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4006306.000000 Penalty: 5220.041992
	Iteration 36Q: 3 clusters Score -4006306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4006311.000000 Penalty: 5220.041992
	Iteration 37Q: 3 clusters Score -4006311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4006319.500000 Penalty: 5220.041992
	Iteration 38Q: 3 clusters Score -4006320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4006322.500000 Penalty: 5220.041992
	Iteration 39Q: 3 clusters Score -4006322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4006325.500000 Penalty: 5220.041992
	Iteration 40F: 3 clusters Score -4006326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4006331.000000 Penalty: 5220.041992
	Iteration 41Q: 3 clusters Score -4006331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4006331.250000 Penalty: 5220.041992
	Iteration 42Q: 3 clusters Score -4006331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4006329.250000 Penalty: 5220.041992
	Iteration 43Q: 3 clusters Score -4006329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4006329.500000 Penalty: 5220.041992
	Iteration 44Q: 3 clusters Score -4006330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4006332.250000 Penalty: 5220.041992
	Iteration 45Q: 3 clusters Score -4006332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4006335.500000 Penalty: 5220.041992
	Iteration 46Q: 3 clusters Score -4006336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4006334.000000 Penalty: 5220.041992
	Iteration 47Q: 3 clusters Score -4006334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4006337.750000 Penalty: 5220.041992
	Iteration 48Q: 3 clusters Score -4006338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4006334.750000 Penalty: 5220.041992
	Iteration 49Q: 3 clusters Score -4006335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4006342.500000 Penalty: 5220.041992
	Iteration 50Q: 3 clusters Score -4006342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4006346.750000 Penalty: 5220.041992
	Iteration 51Q: 3 clusters Score -4006347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4006350.750000 Penalty: 5220.041992
	Iteration 52Q: 3 clusters Score -4006351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4006349.250000 Penalty: 5220.041992
	Iteration 53Q: 3 clusters Score -4006349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4006347.500000 Penalty: 5220.041992
	Iteration 54Q: 3 clusters Score -4006348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4006347.500000 Penalty: 5220.041992
	Iteration 55F: 3 clusters Score -4006348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -240036.515625 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -240036.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -237189.437500 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -237189.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237834.578125 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -237834.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -238153.843750 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -238153.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -238407.312500 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -238407.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -238625.703125 Penalty: 3847.285156
	Iteration 4F: 3 clusters Score -238625.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -238880.734375 Penalty: 3847.285156
	Iteration 5F: 3 clusters Score -238880.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -239147.171875 Penalty: 3847.285156
	Iteration 6F: 3 clusters Score -239147.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -239346.843750 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -239346.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -239516.656250 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -239516.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -239608.828125 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -239608.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -239679.671875 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -239679.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -239736.546875 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -239736.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -239752.078125 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -239752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -239756.875000 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -239756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -239761.453125 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -239761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -239762.375000 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -239762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -239763.406250 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -239763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -239765.031250 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -239765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -239766.515625 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -239766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -239766.515625 Penalty: 3847.285156
	Iteration 19F: 3 clusters Score -239766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -44951.078125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -44951.08 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 247 members 
Entering Unmasked Estep 
Score: -43440.800781 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -43440.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43617.546875 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43617.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43658.472656 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -43658.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43678.589844 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -43678.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43702.230469 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43702.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43717.949219 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -43717.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43733.289062 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -43733.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43734.203125 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -43734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43734.203125 Penalty: 3059.088379
	Iteration 8F: 3 clusters Score -43734.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Entering Unmasked Estep 
Score: -2544232.000000 Penalty: 2496.533691
	Iteration 0F: 2 clusters Score -2544232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2527783.250000 Penalty: 4993.067383
	Iteration 0F: 3 clusters Score -2527783 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2533457.500000 Penalty: 4993.067383
	Iteration 1F: 3 clusters Score -2533458 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2533959.250000 Penalty: 4993.067383
	Iteration 2F: 3 clusters Score -2533959 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2534456.250000 Penalty: 4993.067383
	Iteration 3Q: 3 clusters Score -2534456 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2535030.250000 Penalty: 4993.067383
	Iteration 4Q: 3 clusters Score -2535030 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2535678.000000 Penalty: 4993.067383
	Iteration 5Q: 3 clusters Score -2535678 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2536406.750000 Penalty: 4993.067383
	Iteration 6F: 3 clusters Score -2536407 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2537240.500000 Penalty: 4993.067383
	Iteration 7F: 3 clusters Score -2537240 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2538205.500000 Penalty: 4993.067383
	Iteration 8F: 3 clusters Score -2538206 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2539144.000000 Penalty: 4993.067383
	Iteration 9F: 3 clusters Score -2539144 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2539952.250000 Penalty: 4993.067383
	Iteration 10F: 3 clusters Score -2539952 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2540410.000000 Penalty: 4993.067383
	Iteration 11Q: 3 clusters Score -2540410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2540652.750000 Penalty: 4993.067383
	Iteration 12Q: 3 clusters Score -2540653 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2540780.250000 Penalty: 4993.067383
	Iteration 13Q: 3 clusters Score -2540780 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2540869.750000 Penalty: 4993.067383
	Iteration 14Q: 3 clusters Score -2540870 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2540949.750000 Penalty: 4993.067383
	Iteration 15Q: 3 clusters Score -2540950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2540996.750000 Penalty: 4993.067383
	Iteration 16Q: 3 clusters Score -2540997 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2541043.500000 Penalty: 4993.067383
	Iteration 17Q: 3 clusters Score -2541044 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2541091.000000 Penalty: 4993.067383
	Iteration 18Q: 3 clusters Score -2541091 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2541123.000000 Penalty: 4993.067383
	Iteration 19Q: 3 clusters Score -2541123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2541151.000000 Penalty: 4993.067383
	Iteration 20F: 3 clusters Score -2541151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2541185.750000 Penalty: 4993.067383
	Iteration 21Q: 3 clusters Score -2541186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2541209.500000 Penalty: 4993.067383
	Iteration 22Q: 3 clusters Score -2541210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2541245.500000 Penalty: 4993.067383
	Iteration 23Q: 3 clusters Score -2541246 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2541263.500000 Penalty: 4993.067383
	Iteration 24Q: 3 clusters Score -2541264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2541304.750000 Penalty: 4993.067383
	Iteration 25Q: 3 clusters Score -2541305 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2541341.250000 Penalty: 4993.067383
	Iteration 26Q: 3 clusters Score -2541341 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2541376.250000 Penalty: 4993.067383
	Iteration 27Q: 3 clusters Score -2541376 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2541414.750000 Penalty: 4993.067383
	Iteration 28Q: 3 clusters Score -2541415 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2541448.000000 Penalty: 4993.067383
	Iteration 29Q: 3 clusters Score -2541448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2541484.750000 Penalty: 4993.067383
	Iteration 30Q: 3 clusters Score -2541485 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2541518.250000 Penalty: 4993.067383
	Iteration 31Q: 3 clusters Score -2541518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2541549.750000 Penalty: 4993.067383
	Iteration 32Q: 3 clusters Score -2541550 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2541582.250000 Penalty: 4993.067383
	Iteration 33Q: 3 clusters Score -2541582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2541609.750000 Penalty: 4993.067383
	Iteration 34Q: 3 clusters Score -2541610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2541647.250000 Penalty: 4993.067383
	Iteration 35Q: 3 clusters Score -2541647 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2541663.000000 Penalty: 4993.067383
	Iteration 36Q: 3 clusters Score -2541663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2541678.250000 Penalty: 4993.067383
	Iteration 37Q: 3 clusters Score -2541678 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2541710.750000 Penalty: 4993.067383
	Iteration 38Q: 3 clusters Score -2541711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2541726.250000 Penalty: 4993.067383
	Iteration 39Q: 3 clusters Score -2541726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2541744.750000 Penalty: 4993.067383
	Iteration 40F: 3 clusters Score -2541745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2541762.000000 Penalty: 4993.067383
	Iteration 41Q: 3 clusters Score -2541762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2541785.000000 Penalty: 4993.067383
	Iteration 42Q: 3 clusters Score -2541785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2541793.000000 Penalty: 4993.067383
	Iteration 43Q: 3 clusters Score -2541793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2541804.250000 Penalty: 4993.067383
	Iteration 44Q: 3 clusters Score -2541804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2541816.500000 Penalty: 4993.067383
	Iteration 45Q: 3 clusters Score -2541816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2541816.000000 Penalty: 4993.067383
	Iteration 46Q: 3 clusters Score -2541816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2541820.500000 Penalty: 4993.067383
	Iteration 47Q: 3 clusters Score -2541820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2541827.250000 Penalty: 4993.067383
	Iteration 48Q: 3 clusters Score -2541827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2541831.250000 Penalty: 4993.067383
	Iteration 49Q: 3 clusters Score -2541831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2541842.000000 Penalty: 4993.067383
	Iteration 50Q: 3 clusters Score -2541842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2541844.500000 Penalty: 4993.067383
	Iteration 51Q: 3 clusters Score -2541844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2541851.750000 Penalty: 4993.067383
	Iteration 52Q: 3 clusters Score -2541852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2541855.250000 Penalty: 4993.067383
	Iteration 53Q: 3 clusters Score -2541855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2541846.000000 Penalty: 4993.067383
	Iteration 54Q: 3 clusters Score -2541846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2541859.000000 Penalty: 4993.067383
	Iteration 55Q: 3 clusters Score -2541859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2541857.750000 Penalty: 4993.067383
	Iteration 56Q: 3 clusters Score -2541858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2541852.250000 Penalty: 4993.067383
	Iteration 57Q: 3 clusters Score -2541852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2541863.500000 Penalty: 4993.067383
	Iteration 58Q: 3 clusters Score -2541864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2541872.000000 Penalty: 4993.067383
	Iteration 59Q: 3 clusters Score -2541872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2541873.250000 Penalty: 4993.067383
	Iteration 60F: 3 clusters Score -2541873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2541872.750000 Penalty: 4993.067383
	Iteration 61Q: 3 clusters Score -2541873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2541874.750000 Penalty: 4993.067383
	Iteration 62Q: 3 clusters Score -2541875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2541874.750000 Penalty: 4993.067383
	Iteration 63Q: 3 clusters Score -2541875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2541877.500000 Penalty: 4993.067383
	Iteration 64Q: 3 clusters Score -2541878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2541875.750000 Penalty: 4993.067383
	Iteration 65Q: 3 clusters Score -2541876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2541881.750000 Penalty: 4993.067383
	Iteration 66Q: 3 clusters Score -2541882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2541884.250000 Penalty: 4993.067383
	Iteration 67Q: 3 clusters Score -2541884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2541895.250000 Penalty: 4993.067383
	Iteration 68Q: 3 clusters Score -2541895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2541893.250000 Penalty: 4993.067383
	Iteration 69Q: 3 clusters Score -2541893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2541896.250000 Penalty: 4993.067383
	Iteration 70Q: 3 clusters Score -2541896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2541894.250000 Penalty: 4993.067383
	Iteration 71Q: 3 clusters Score -2541894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2541899.000000 Penalty: 4993.067383
	Iteration 72Q: 3 clusters Score -2541899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2541909.000000 Penalty: 4993.067383
	Iteration 73Q: 3 clusters Score -2541909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2541917.750000 Penalty: 4993.067383
	Iteration 74Q: 3 clusters Score -2541918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2541923.250000 Penalty: 4993.067383
	Iteration 75Q: 3 clusters Score -2541923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2541926.750000 Penalty: 4993.067383
	Iteration 76Q: 3 clusters Score -2541927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2541929.000000 Penalty: 4993.067383
	Iteration 77Q: 3 clusters Score -2541929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2541941.000000 Penalty: 4993.067383
	Iteration 78Q: 3 clusters Score -2541941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2541936.250000 Penalty: 4993.067383
	Iteration 79Q: 3 clusters Score -2541936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2541938.250000 Penalty: 4993.067383
	Iteration 80F: 3 clusters Score -2541938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2541944.000000 Penalty: 4993.067383
	Iteration 81Q: 3 clusters Score -2541944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2541946.750000 Penalty: 4993.067383
	Iteration 82Q: 3 clusters Score -2541947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2541957.250000 Penalty: 4993.067383
	Iteration 83Q: 3 clusters Score -2541957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2541959.250000 Penalty: 4993.067383
	Iteration 84Q: 3 clusters Score -2541959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2541970.500000 Penalty: 4993.067383
	Iteration 85Q: 3 clusters Score -2541970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2541970.250000 Penalty: 4993.067383
	Iteration 86Q: 3 clusters Score -2541970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2541976.500000 Penalty: 4993.067383
	Iteration 87Q: 3 clusters Score -2541976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2541983.500000 Penalty: 4993.067383
	Iteration 88Q: 3 clusters Score -2541984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2541991.250000 Penalty: 4993.067383
	Iteration 89Q: 3 clusters Score -2541991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2541995.000000 Penalty: 4993.067383
	Iteration 90Q: 3 clusters Score -2541995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2541995.500000 Penalty: 4993.067383
	Iteration 91Q: 3 clusters Score -2541996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2542002.500000 Penalty: 4993.067383
	Iteration 92Q: 3 clusters Score -2542002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2542009.750000 Penalty: 4993.067383
	Iteration 93Q: 3 clusters Score -2542010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2542008.750000 Penalty: 4993.067383
	Iteration 94Q: 3 clusters Score -2542009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2542011.750000 Penalty: 4993.067383
	Iteration 95Q: 3 clusters Score -2542012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2542011.000000 Penalty: 4993.067383
	Iteration 96Q: 3 clusters Score -2542011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2542012.750000 Penalty: 4993.067383
	Iteration 97Q: 3 clusters Score -2542013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2542016.000000 Penalty: 4993.067383
	Iteration 98Q: 3 clusters Score -2542016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2542016.500000 Penalty: 4993.067383
	Iteration 99Q: 3 clusters Score -2542016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2542016.000000 Penalty: 4993.067383
	Iteration 100F: 3 clusters Score -2542016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2542013.250000 Penalty: 4993.067383
	Iteration 101Q: 3 clusters Score -2542013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2542019.500000 Penalty: 4993.067383
	Iteration 102Q: 3 clusters Score -2542020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2542021.500000 Penalty: 4993.067383
	Iteration 103Q: 3 clusters Score -2542022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2542025.000000 Penalty: 4993.067383
	Iteration 104Q: 3 clusters Score -2542025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2542027.250000 Penalty: 4993.067383
	Iteration 105Q: 3 clusters Score -2542027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2542028.250000 Penalty: 4993.067383
	Iteration 106Q: 3 clusters Score -2542028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2542031.000000 Penalty: 4993.067383
	Iteration 107Q: 3 clusters Score -2542031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2542027.000000 Penalty: 4993.067383
	Iteration 108Q: 3 clusters Score -2542027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2542033.500000 Penalty: 4993.067383
	Iteration 109Q: 3 clusters Score -2542034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2542032.000000 Penalty: 4993.067383
	Iteration 110Q: 3 clusters Score -2542032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2542032.750000 Penalty: 4993.067383
	Iteration 111Q: 3 clusters Score -2542033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2542034.000000 Penalty: 4993.067383
	Iteration 112Q: 3 clusters Score -2542034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2542036.000000 Penalty: 4993.067383
	Iteration 113Q: 3 clusters Score -2542036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2542036.500000 Penalty: 4993.067383
	Iteration 114Q: 3 clusters Score -2542036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2542040.000000 Penalty: 4993.067383
	Iteration 115Q: 3 clusters Score -2542040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2542039.500000 Penalty: 4993.067383
	Iteration 116Q: 3 clusters Score -2542040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2542036.750000 Penalty: 4993.067383
	Iteration 117Q: 3 clusters Score -2542037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2542036.750000 Penalty: 4993.067383
	Iteration 118Q: 3 clusters Score -2542037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2542036.000000 Penalty: 4993.067383
	Iteration 119Q: 3 clusters Score -2542036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2542037.000000 Penalty: 4993.067383
	Iteration 120F: 3 clusters Score -2542037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2542032.250000 Penalty: 4993.067383
	Iteration 121Q: 3 clusters Score -2542032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2542035.500000 Penalty: 4993.067383
	Iteration 122Q: 3 clusters Score -2542036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2542036.250000 Penalty: 4993.067383
	Iteration 123Q: 3 clusters Score -2542036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2542043.500000 Penalty: 4993.067383
	Iteration 124Q: 3 clusters Score -2542044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2542048.500000 Penalty: 4993.067383
	Iteration 125Q: 3 clusters Score -2542048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2542050.000000 Penalty: 4993.067383
	Iteration 126Q: 3 clusters Score -2542050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2542047.000000 Penalty: 4993.067383
	Iteration 127Q: 3 clusters Score -2542047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2542049.000000 Penalty: 4993.067383
	Iteration 128Q: 3 clusters Score -2542049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2542057.000000 Penalty: 4993.067383
	Iteration 129Q: 3 clusters Score -2542057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2542066.750000 Penalty: 4993.067383
	Iteration 130Q: 3 clusters Score -2542067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2542065.500000 Penalty: 4993.067383
	Iteration 131Q: 3 clusters Score -2542066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2542069.750000 Penalty: 4993.067383
	Iteration 132Q: 3 clusters Score -2542070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2542079.500000 Penalty: 4993.067383
	Iteration 133Q: 3 clusters Score -2542080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2542081.500000 Penalty: 4993.067383
	Iteration 134Q: 3 clusters Score -2542082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2542081.750000 Penalty: 4993.067383
	Iteration 135Q: 3 clusters Score -2542082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2542084.750000 Penalty: 4993.067383
	Iteration 136Q: 3 clusters Score -2542085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2542088.500000 Penalty: 4993.067383
	Iteration 137Q: 3 clusters Score -2542088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2542090.500000 Penalty: 4993.067383
	Iteration 138Q: 3 clusters Score -2542090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2542087.500000 Penalty: 4993.067383
	Iteration 139Q: 3 clusters Score -2542088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2542092.750000 Penalty: 4993.067383
	Iteration 140F: 3 clusters Score -2542093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2542090.000000 Penalty: 4993.067383
	Iteration 141Q: 3 clusters Score -2542090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2542090.500000 Penalty: 4993.067383
	Iteration 142Q: 3 clusters Score -2542090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2542090.500000 Penalty: 4993.067383
	Iteration 143Q: 3 clusters Score -2542090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2542092.500000 Penalty: 4993.067383
	Iteration 144Q: 3 clusters Score -2542092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2542089.750000 Penalty: 4993.067383
	Iteration 145Q: 3 clusters Score -2542090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2542100.000000 Penalty: 4993.067383
	Iteration 146Q: 3 clusters Score -2542100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2542106.000000 Penalty: 4993.067383
	Iteration 147Q: 3 clusters Score -2542106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2542111.250000 Penalty: 4993.067383
	Iteration 148Q: 3 clusters Score -2542111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2542106.250000 Penalty: 4993.067383
	Iteration 149Q: 3 clusters Score -2542106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2542117.250000 Penalty: 4993.067383
	Iteration 150Q: 3 clusters Score -2542117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2542114.750000 Penalty: 4993.067383
	Iteration 151Q: 3 clusters Score -2542115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2542112.250000 Penalty: 4993.067383
	Iteration 152Q: 3 clusters Score -2542112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2542115.000000 Penalty: 4993.067383
	Iteration 153Q: 3 clusters Score -2542115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2542112.500000 Penalty: 4993.067383
	Iteration 154Q: 3 clusters Score -2542112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2542119.250000 Penalty: 4993.067383
	Iteration 155Q: 3 clusters Score -2542119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2542111.000000 Penalty: 4993.067383
	Iteration 156Q: 3 clusters Score -2542111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2542114.750000 Penalty: 4993.067383
	Iteration 157Q: 3 clusters Score -2542115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2542120.750000 Penalty: 4993.067383
	Iteration 158Q: 3 clusters Score -2542121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2542122.750000 Penalty: 4993.067383
	Iteration 159Q: 3 clusters Score -2542123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2542125.750000 Penalty: 4993.067383
	Iteration 160F: 3 clusters Score -2542126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2542132.000000 Penalty: 4993.067383
	Iteration 161Q: 3 clusters Score -2542132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2542138.000000 Penalty: 4993.067383
	Iteration 162Q: 3 clusters Score -2542138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2542144.250000 Penalty: 4993.067383
	Iteration 163Q: 3 clusters Score -2542144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2542153.500000 Penalty: 4993.067383
	Iteration 164Q: 3 clusters Score -2542154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2542148.000000 Penalty: 4993.067383
	Iteration 165Q: 3 clusters Score -2542148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2542154.750000 Penalty: 4993.067383
	Iteration 166Q: 3 clusters Score -2542155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2542155.250000 Penalty: 4993.067383
	Iteration 167Q: 3 clusters Score -2542155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2542154.750000 Penalty: 4993.067383
	Iteration 168Q: 3 clusters Score -2542155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2542155.000000 Penalty: 4993.067383
	Iteration 169Q: 3 clusters Score -2542155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2542157.500000 Penalty: 4993.067383
	Iteration 170Q: 3 clusters Score -2542158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2542155.000000 Penalty: 4993.067383
	Iteration 171Q: 3 clusters Score -2542155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2542155.000000 Penalty: 4993.067383
	Iteration 172Q: 3 clusters Score -2542155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2542153.750000 Penalty: 4993.067383
	Iteration 173Q: 3 clusters Score -2542154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2542155.500000 Penalty: 4993.067383
	Iteration 174Q: 3 clusters Score -2542156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2542154.000000 Penalty: 4993.067383
	Iteration 175Q: 3 clusters Score -2542154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2542153.250000 Penalty: 4993.067383
	Iteration 176Q: 3 clusters Score -2542153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2542151.250000 Penalty: 4993.067383
	Iteration 177Q: 3 clusters Score -2542151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2542160.500000 Penalty: 4993.067383
	Iteration 178Q: 3 clusters Score -2542160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2542164.500000 Penalty: 4993.067383
	Iteration 179Q: 3 clusters Score -2542164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2542161.750000 Penalty: 4993.067383
	Iteration 180F: 3 clusters Score -2542162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2542172.500000 Penalty: 4993.067383
	Iteration 181Q: 3 clusters Score -2542172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2542172.250000 Penalty: 4993.067383
	Iteration 182Q: 3 clusters Score -2542172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2542177.750000 Penalty: 4993.067383
	Iteration 183Q: 3 clusters Score -2542178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2542178.500000 Penalty: 4993.067383
	Iteration 184Q: 3 clusters Score -2542178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2542175.750000 Penalty: 4993.067383
	Iteration 185Q: 3 clusters Score -2542176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2542177.250000 Penalty: 4993.067383
	Iteration 186Q: 3 clusters Score -2542177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2542182.750000 Penalty: 4993.067383
	Iteration 187Q: 3 clusters Score -2542183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2542179.250000 Penalty: 4993.067383
	Iteration 188Q: 3 clusters Score -2542179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2542178.750000 Penalty: 4993.067383
	Iteration 189Q: 3 clusters Score -2542179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2542181.750000 Penalty: 4993.067383
	Iteration 190Q: 3 clusters Score -2542182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2542181.250000 Penalty: 4993.067383
	Iteration 191Q: 3 clusters Score -2542181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2542181.250000 Penalty: 4993.067383
	Iteration 192F: 3 clusters Score -2542181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Entering Unmasked Estep 
Score: -2643526.750000 Penalty: 2505.989014
	Iteration 0F: 2 clusters Score -2643527 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 12223 members 
Entering Unmasked Estep 
Score: -2626600.750000 Penalty: 5011.978027
	Iteration 0F: 3 clusters Score -2626601 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2632438.250000 Penalty: 5011.978027
	Iteration 1F: 3 clusters Score -2632438 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2632844.250000 Penalty: 5011.978027
	Iteration 2Q: 3 clusters Score -2632844 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2633189.250000 Penalty: 5011.978027
	Iteration 3Q: 3 clusters Score -2633189 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2633523.000000 Penalty: 5011.978027
	Iteration 4Q: 3 clusters Score -2633523 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2633851.750000 Penalty: 5011.978027
	Iteration 5Q: 3 clusters Score -2633852 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2634213.750000 Penalty: 5011.978027
	Iteration 6Q: 3 clusters Score -2634214 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2634575.500000 Penalty: 5011.978027
	Iteration 7Q: 3 clusters Score -2634576 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2634903.000000 Penalty: 5011.978027
	Iteration 8Q: 3 clusters Score -2634903 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2635212.500000 Penalty: 5011.978027
	Iteration 9Q: 3 clusters Score -2635212 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2635538.000000 Penalty: 5011.978027
	Iteration 10Q: 3 clusters Score -2635538 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2635895.000000 Penalty: 5011.978027
	Iteration 11Q: 3 clusters Score -2635895 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2636358.250000 Penalty: 5011.978027
	Iteration 12Q: 3 clusters Score -2636358 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2636865.750000 Penalty: 5011.978027
	Iteration 13Q: 3 clusters Score -2636866 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2637454.250000 Penalty: 5011.978027
	Iteration 14Q: 3 clusters Score -2637454 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2638011.750000 Penalty: 5011.978027
	Iteration 15Q: 3 clusters Score -2638012 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2638385.250000 Penalty: 5011.978027
	Iteration 16Q: 3 clusters Score -2638385 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2638596.750000 Penalty: 5011.978027
	Iteration 17Q: 3 clusters Score -2638597 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2638730.000000 Penalty: 5011.978027
	Iteration 18Q: 3 clusters Score -2638730 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2638806.750000 Penalty: 5011.978027
	Iteration 19Q: 3 clusters Score -2638807 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2638881.000000 Penalty: 5011.978027
	Iteration 20F: 3 clusters Score -2638881 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2638946.750000 Penalty: 5011.978027
	Iteration 21Q: 3 clusters Score -2638947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2639026.500000 Penalty: 5011.978027
	Iteration 22Q: 3 clusters Score -2639026 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2639118.500000 Penalty: 5011.978027
	Iteration 23Q: 3 clusters Score -2639118 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2639192.750000 Penalty: 5011.978027
	Iteration 24Q: 3 clusters Score -2639193 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2639270.000000 Penalty: 5011.978027
	Iteration 25Q: 3 clusters Score -2639270 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2639331.250000 Penalty: 5011.978027
	Iteration 26Q: 3 clusters Score -2639331 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2639412.750000 Penalty: 5011.978027
	Iteration 27Q: 3 clusters Score -2639413 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2639487.500000 Penalty: 5011.978027
	Iteration 28Q: 3 clusters Score -2639488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2639559.750000 Penalty: 5011.978027
	Iteration 29Q: 3 clusters Score -2639560 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2639667.000000 Penalty: 5011.978027
	Iteration 30Q: 3 clusters Score -2639667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2639749.000000 Penalty: 5011.978027
	Iteration 31Q: 3 clusters Score -2639749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2639825.750000 Penalty: 5011.978027
	Iteration 32Q: 3 clusters Score -2639826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2639899.250000 Penalty: 5011.978027
	Iteration 33Q: 3 clusters Score -2639899 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2639962.500000 Penalty: 5011.978027
	Iteration 34Q: 3 clusters Score -2639962 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2640035.000000 Penalty: 5011.978027
	Iteration 35Q: 3 clusters Score -2640035 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2640109.000000 Penalty: 5011.978027
	Iteration 36Q: 3 clusters Score -2640109 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2640188.000000 Penalty: 5011.978027
	Iteration 37Q: 3 clusters Score -2640188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2640267.000000 Penalty: 5011.978027
	Iteration 38Q: 3 clusters Score -2640267 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2640347.750000 Penalty: 5011.978027
	Iteration 39Q: 3 clusters Score -2640348 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2640420.500000 Penalty: 5011.978027
	Iteration 40F: 3 clusters Score -2640420 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2640482.500000 Penalty: 5011.978027
	Iteration 41Q: 3 clusters Score -2640482 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2640545.500000 Penalty: 5011.978027
	Iteration 42Q: 3 clusters Score -2640546 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2640608.500000 Penalty: 5011.978027
	Iteration 43Q: 3 clusters Score -2640608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2640659.750000 Penalty: 5011.978027
	Iteration 44Q: 3 clusters Score -2640660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2640706.750000 Penalty: 5011.978027
	Iteration 45Q: 3 clusters Score -2640707 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2640758.750000 Penalty: 5011.978027
	Iteration 46Q: 3 clusters Score -2640759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2640808.750000 Penalty: 5011.978027
	Iteration 47Q: 3 clusters Score -2640809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2640846.250000 Penalty: 5011.978027
	Iteration 48Q: 3 clusters Score -2640846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2640880.500000 Penalty: 5011.978027
	Iteration 49Q: 3 clusters Score -2640880 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2640934.000000 Penalty: 5011.978027
	Iteration 50Q: 3 clusters Score -2640934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2640967.750000 Penalty: 5011.978027
	Iteration 51Q: 3 clusters Score -2640968 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2641013.750000 Penalty: 5011.978027
	Iteration 52Q: 3 clusters Score -2641014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2641045.500000 Penalty: 5011.978027
	Iteration 53Q: 3 clusters Score -2641046 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2641076.000000 Penalty: 5011.978027
	Iteration 54Q: 3 clusters Score -2641076 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2641111.500000 Penalty: 5011.978027
	Iteration 55Q: 3 clusters Score -2641112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2641137.000000 Penalty: 5011.978027
	Iteration 56Q: 3 clusters Score -2641137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2641181.750000 Penalty: 5011.978027
	Iteration 57Q: 3 clusters Score -2641182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2641216.250000 Penalty: 5011.978027
	Iteration 58Q: 3 clusters Score -2641216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2641234.250000 Penalty: 5011.978027
	Iteration 59Q: 3 clusters Score -2641234 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2641266.500000 Penalty: 5011.978027
	Iteration 60F: 3 clusters Score -2641266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2641290.000000 Penalty: 5011.978027
	Iteration 61Q: 3 clusters Score -2641290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2641324.500000 Penalty: 5011.978027
	Iteration 62Q: 3 clusters Score -2641324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2641356.750000 Penalty: 5011.978027
	Iteration 63Q: 3 clusters Score -2641357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2641393.000000 Penalty: 5011.978027
	Iteration 64Q: 3 clusters Score -2641393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2641418.000000 Penalty: 5011.978027
	Iteration 65Q: 3 clusters Score -2641418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2641432.250000 Penalty: 5011.978027
	Iteration 66Q: 3 clusters Score -2641432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2641459.000000 Penalty: 5011.978027
	Iteration 67Q: 3 clusters Score -2641459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2641473.250000 Penalty: 5011.978027
	Iteration 68Q: 3 clusters Score -2641473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2641486.250000 Penalty: 5011.978027
	Iteration 69Q: 3 clusters Score -2641486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2641508.750000 Penalty: 5011.978027
	Iteration 70Q: 3 clusters Score -2641509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2641538.500000 Penalty: 5011.978027
	Iteration 71Q: 3 clusters Score -2641538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2641556.250000 Penalty: 5011.978027
	Iteration 72Q: 3 clusters Score -2641556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2641570.500000 Penalty: 5011.978027
	Iteration 73Q: 3 clusters Score -2641570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2641592.000000 Penalty: 5011.978027
	Iteration 74Q: 3 clusters Score -2641592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2641602.750000 Penalty: 5011.978027
	Iteration 75Q: 3 clusters Score -2641603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2641619.750000 Penalty: 5011.978027
	Iteration 76Q: 3 clusters Score -2641620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2641633.250000 Penalty: 5011.978027
	Iteration 77Q: 3 clusters Score -2641633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2641651.000000 Penalty: 5011.978027
	Iteration 78Q: 3 clusters Score -2641651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2641653.250000 Penalty: 5011.978027
	Iteration 79Q: 3 clusters Score -2641653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2641657.000000 Penalty: 5011.978027
	Iteration 80F: 3 clusters Score -2641657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2641668.000000 Penalty: 5011.978027
	Iteration 81Q: 3 clusters Score -2641668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2641680.500000 Penalty: 5011.978027
	Iteration 82Q: 3 clusters Score -2641680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2641685.750000 Penalty: 5011.978027
	Iteration 83Q: 3 clusters Score -2641686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2641687.500000 Penalty: 5011.978027
	Iteration 84Q: 3 clusters Score -2641688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2641693.000000 Penalty: 5011.978027
	Iteration 85Q: 3 clusters Score -2641693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2641697.250000 Penalty: 5011.978027
	Iteration 86Q: 3 clusters Score -2641697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2641700.750000 Penalty: 5011.978027
	Iteration 87Q: 3 clusters Score -2641701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2641705.750000 Penalty: 5011.978027
	Iteration 88Q: 3 clusters Score -2641706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2641721.250000 Penalty: 5011.978027
	Iteration 89Q: 3 clusters Score -2641721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2641718.750000 Penalty: 5011.978027
	Iteration 90Q: 3 clusters Score -2641719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2641727.000000 Penalty: 5011.978027
	Iteration 91Q: 3 clusters Score -2641727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2641733.500000 Penalty: 5011.978027
	Iteration 92Q: 3 clusters Score -2641734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2641738.750000 Penalty: 5011.978027
	Iteration 93Q: 3 clusters Score -2641739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2641741.250000 Penalty: 5011.978027
	Iteration 94Q: 3 clusters Score -2641741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2641744.000000 Penalty: 5011.978027
	Iteration 95Q: 3 clusters Score -2641744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2641748.000000 Penalty: 5011.978027
	Iteration 96Q: 3 clusters Score -2641748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2641748.250000 Penalty: 5011.978027
	Iteration 97Q: 3 clusters Score -2641748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2641748.500000 Penalty: 5011.978027
	Iteration 98Q: 3 clusters Score -2641748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2641751.750000 Penalty: 5011.978027
	Iteration 99Q: 3 clusters Score -2641752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2641755.500000 Penalty: 5011.978027
	Iteration 100F: 3 clusters Score -2641756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2641752.750000 Penalty: 5011.978027
	Iteration 101Q: 3 clusters Score -2641753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2641759.000000 Penalty: 5011.978027
	Iteration 102Q: 3 clusters Score -2641759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2641759.000000 Penalty: 5011.978027
	Iteration 103F: 3 clusters Score -2641759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -642762.437500 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -642762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -637521.187500 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -637521.2 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -638802.812500 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -638802.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -639079.312500 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -639079.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -639254.187500 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -639254.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -639377.250000 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -639377.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -639473.812500 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -639473.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -639551.187500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -639551.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -639619.062500 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -639619.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -639689.687500 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -639689.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -639749.187500 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -639749.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -639804.750000 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -639804.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -639851.875000 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -639851.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -639895.812500 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -639895.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -639937.312500 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -639937.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -639980.000000 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -639980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -640023.437500 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -640023.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -640075.750000 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -640075.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -640137.812500 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -640137.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -640182.125000 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -640182.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -640220.750000 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -640220.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -640274.562500 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -640274.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -640345.687500 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -640345.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -640441.312500 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -640441.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -640528.437500 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -640528.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -640603.062500 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -640603.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -640667.625000 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -640667.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -640720.312500 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -640720.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -640758.750000 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -640758.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -640783.312500 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -640783.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -640811.125000 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -640811.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -640832.875000 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -640832.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -640851.062500 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -640851.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -640867.937500 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -640867.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -640878.687500 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -640878.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -640888.625000 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -640888.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -640894.250000 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -640894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -640896.937500 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -640896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -640902.250000 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -640902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -640907.250000 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -640907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -640910.375000 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -640910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -640913.750000 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -640913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -640914.500000 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -640914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -640915.875000 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -640915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -640917.000000 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -640917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -640918.000000 Penalty: 4325.429688
	Iteration 44Q: 3 clusters Score -640918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -640918.062500 Penalty: 4325.429688
	Iteration 45Q: 3 clusters Score -640918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -640919.437500 Penalty: 4325.429688
	Iteration 46Q: 3 clusters Score -640919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -640918.500000 Penalty: 4325.429688
	Iteration 47Q: 3 clusters Score -640918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -640919.875000 Penalty: 4325.429688
	Iteration 48Q: 3 clusters Score -640919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -640920.937500 Penalty: 4325.429688
	Iteration 49Q: 3 clusters Score -640920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -640920.937500 Penalty: 4325.429688
	Iteration 50Q: 3 clusters Score -640920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -640920.937500 Penalty: 4325.429688
	Iteration 51F: 3 clusters Score -640920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -33319.875000 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -33319.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31973.625000 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -31973.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32207.720703 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -32207.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32356.136719 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -32356.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32447.736328 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -32447.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32493.792969 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -32493.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32540.789062 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -32540.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32577.078125 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -32577.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32609.001953 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -32609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32642.935547 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -32642.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32664.966797 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -32664.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32671.832031 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -32671.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -32765.707031 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -32765.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32993.375000 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -32993.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33029.523438 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -33029.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33045.847656 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -33045.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33045.847656 Penalty: 2984.013916
	Iteration 15F: 3 clusters Score -33045.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -84348.265625 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -84348.27 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 455 members 
Entering Unmasked Estep 
Score: -82462.593750 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -82462.59 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82726.812500 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -82726.81 nChanged 57
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: -82800.007812 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -82800.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82827.000000 Penalty: 3384.889404
	Iteration 3Q: 3 clusters Score -82827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82844.664062 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -82844.66 nChanged 9
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: -82856.734375 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -82856.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82868.000000 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -82868 nChanged 7
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: -82880.250000 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -82880.25 nChanged 8
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: -82895.523438 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -82895.52 nChanged 6
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: -82907.773438 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -82907.77 nChanged 18
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: -82948.351562 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -82948.35 nChanged 11
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: -82968.335938 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -82968.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82979.726562 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -82979.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82990.375000 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -82990.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82995.359375 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -82995.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82999.976562 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -82999.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83014.210938 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -83014.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83019.375000 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -83019.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83024.507812 Penalty: 3384.889404
	Iteration 18Q: 3 clusters Score -83024.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83032.648438 Penalty: 3384.889404
	Iteration 19Q: 3 clusters Score -83032.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83038.984375 Penalty: 3384.889404
	Iteration 20F: 3 clusters Score -83038.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83040.890625 Penalty: 3384.889404
	Iteration 21Q: 3 clusters Score -83040.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83047.460938 Penalty: 3384.889404
	Iteration 22Q: 3 clusters Score -83047.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83068.007812 Penalty: 3384.889404
	Iteration 23Q: 3 clusters Score -83068.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83087.460938 Penalty: 3384.889404
	Iteration 24Q: 3 clusters Score -83087.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83125.929688 Penalty: 3384.889404
	Iteration 25Q: 3 clusters Score -83125.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83151.109375 Penalty: 3384.889404
	Iteration 26Q: 3 clusters Score -83151.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83194.476562 Penalty: 3384.889404
	Iteration 27Q: 3 clusters Score -83194.48 nChanged 18
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: -83234.460938 Penalty: 3384.889404
	Iteration 28Q: 3 clusters Score -83234.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83285.648438 Penalty: 3384.889404
	Iteration 29Q: 3 clusters Score -83285.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83324.484375 Penalty: 3384.889404
	Iteration 30Q: 3 clusters Score -83324.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83362.187500 Penalty: 3384.889404
	Iteration 31Q: 3 clusters Score -83362.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83393.820312 Penalty: 3384.889404
	Iteration 32Q: 3 clusters Score -83393.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83454.164062 Penalty: 3384.889404
	Iteration 33Q: 3 clusters Score -83454.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83498.242188 Penalty: 3384.889404
	Iteration 34Q: 3 clusters Score -83498.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83537.125000 Penalty: 3384.889404
	Iteration 35Q: 3 clusters Score -83537.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83584.015625 Penalty: 3384.889404
	Iteration 36Q: 3 clusters Score -83584.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83640.984375 Penalty: 3384.889404
	Iteration 37Q: 3 clusters Score -83640.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83703.968750 Penalty: 3384.889404
	Iteration 38Q: 3 clusters Score -83703.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83784.476562 Penalty: 3384.889404
	Iteration 39Q: 3 clusters Score -83784.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83871.187500 Penalty: 3384.889404
	Iteration 40F: 3 clusters Score -83871.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84004.695312 Penalty: 3384.889404
	Iteration 41Q: 3 clusters Score -84004.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84108.359375 Penalty: 3384.889404
	Iteration 42Q: 3 clusters Score -84108.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84204.046875 Penalty: 3384.889404
	Iteration 43Q: 3 clusters Score -84204.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84263.820312 Penalty: 3384.889404
	Iteration 44Q: 3 clusters Score -84263.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84284.968750 Penalty: 3384.889404
	Iteration 45Q: 3 clusters Score -84284.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84291.398438 Penalty: 3384.889404
	Iteration 46Q: 3 clusters Score -84291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84291.398438 Penalty: 3384.889404
	Iteration 47F: 3 clusters Score -84291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Entering Unmasked Estep 
Score: -4050233.000000 Penalty: 2612.191406
	Iteration 0F: 2 clusters Score -4050233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4024536.000000 Penalty: 5224.382812
	Iteration 0F: 3 clusters Score -4024536 nChanged 17192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4033921.750000 Penalty: 5224.382812
	Iteration 1F: 3 clusters Score -4033922 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4034529.750000 Penalty: 5224.382812
	Iteration 2Q: 3 clusters Score -4034530 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4035195.750000 Penalty: 5224.382812
	Iteration 3Q: 3 clusters Score -4035196 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4036032.250000 Penalty: 5224.382812
	Iteration 4Q: 3 clusters Score -4036032 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4036990.500000 Penalty: 5224.382812
	Iteration 5Q: 3 clusters Score -4036990 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4038123.500000 Penalty: 5224.382812
	Iteration 6F: 3 clusters Score -4038124 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4039456.250000 Penalty: 5224.382812
	Iteration 7F: 3 clusters Score -4039456 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4040978.250000 Penalty: 5224.382812
	Iteration 8F: 3 clusters Score -4040978 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4042584.250000 Penalty: 5224.382812
	Iteration 9F: 3 clusters Score -4042584 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -4043900.500000 Penalty: 5224.382812
	Iteration 10F: 3 clusters Score -4043900 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4044702.000000 Penalty: 5224.382812
	Iteration 11Q: 3 clusters Score -4044702 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4045085.500000 Penalty: 5224.382812
	Iteration 12Q: 3 clusters Score -4045086 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4045327.000000 Penalty: 5224.382812
	Iteration 13Q: 3 clusters Score -4045327 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4045516.750000 Penalty: 5224.382812
	Iteration 14Q: 3 clusters Score -4045517 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4045698.250000 Penalty: 5224.382812
	Iteration 15Q: 3 clusters Score -4045698 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4045817.000000 Penalty: 5224.382812
	Iteration 16Q: 3 clusters Score -4045817 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4045925.250000 Penalty: 5224.382812
	Iteration 17Q: 3 clusters Score -4045925 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4045999.500000 Penalty: 5224.382812
	Iteration 18Q: 3 clusters Score -4046000 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4046100.250000 Penalty: 5224.382812
	Iteration 19Q: 3 clusters Score -4046100 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4046169.250000 Penalty: 5224.382812
	Iteration 20F: 3 clusters Score -4046169 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4046254.000000 Penalty: 5224.382812
	Iteration 21Q: 3 clusters Score -4046254 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4046319.000000 Penalty: 5224.382812
	Iteration 22Q: 3 clusters Score -4046319 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4046383.500000 Penalty: 5224.382812
	Iteration 23Q: 3 clusters Score -4046384 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4046456.500000 Penalty: 5224.382812
	Iteration 24Q: 3 clusters Score -4046456 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -4046521.500000 Penalty: 5224.382812
	Iteration 25Q: 3 clusters Score -4046522 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4046607.000000 Penalty: 5224.382812
	Iteration 26Q: 3 clusters Score -4046607 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4046686.250000 Penalty: 5224.382812
	Iteration 27Q: 3 clusters Score -4046686 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4046766.250000 Penalty: 5224.382812
	Iteration 28Q: 3 clusters Score -4046766 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4046824.250000 Penalty: 5224.382812
	Iteration 29Q: 3 clusters Score -4046824 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4046882.750000 Penalty: 5224.382812
	Iteration 30Q: 3 clusters Score -4046883 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4046950.500000 Penalty: 5224.382812
	Iteration 31Q: 3 clusters Score -4046950 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4046996.250000 Penalty: 5224.382812
	Iteration 32Q: 3 clusters Score -4046996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4047063.000000 Penalty: 5224.382812
	Iteration 33Q: 3 clusters Score -4047063 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4047129.250000 Penalty: 5224.382812
	Iteration 34Q: 3 clusters Score -4047129 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4047166.000000 Penalty: 5224.382812
	Iteration 35Q: 3 clusters Score -4047166 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -4047224.000000 Penalty: 5224.382812
	Iteration 36Q: 3 clusters Score -4047224 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -4047291.500000 Penalty: 5224.382812
	Iteration 37Q: 3 clusters Score -4047292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -4047350.250000 Penalty: 5224.382812
	Iteration 38Q: 3 clusters Score -4047350 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4047405.500000 Penalty: 5224.382812
	Iteration 39Q: 3 clusters Score -4047406 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4047457.750000 Penalty: 5224.382812
	Iteration 40F: 3 clusters Score -4047458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4047517.250000 Penalty: 5224.382812
	Iteration 41Q: 3 clusters Score -4047517 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4047581.750000 Penalty: 5224.382812
	Iteration 42Q: 3 clusters Score -4047582 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4047604.500000 Penalty: 5224.382812
	Iteration 43Q: 3 clusters Score -4047604 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4047648.250000 Penalty: 5224.382812
	Iteration 44Q: 3 clusters Score -4047648 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4047674.000000 Penalty: 5224.382812
	Iteration 45Q: 3 clusters Score -4047674 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4047711.500000 Penalty: 5224.382812
	Iteration 46Q: 3 clusters Score -4047712 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4047754.750000 Penalty: 5224.382812
	Iteration 47Q: 3 clusters Score -4047755 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4047801.750000 Penalty: 5224.382812
	Iteration 48Q: 3 clusters Score -4047802 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4047846.000000 Penalty: 5224.382812
	Iteration 49Q: 3 clusters Score -4047846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4047886.750000 Penalty: 5224.382812
	Iteration 50Q: 3 clusters Score -4047887 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4047915.750000 Penalty: 5224.382812
	Iteration 51Q: 3 clusters Score -4047916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4047960.000000 Penalty: 5224.382812
	Iteration 52Q: 3 clusters Score -4047960 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4047994.250000 Penalty: 5224.382812
	Iteration 53Q: 3 clusters Score -4047994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4048007.000000 Penalty: 5224.382812
	Iteration 54Q: 3 clusters Score -4048007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4048030.250000 Penalty: 5224.382812
	Iteration 55Q: 3 clusters Score -4048030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4048056.500000 Penalty: 5224.382812
	Iteration 56Q: 3 clusters Score -4048056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4048074.250000 Penalty: 5224.382812
	Iteration 57Q: 3 clusters Score -4048074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4048078.000000 Penalty: 5224.382812
	Iteration 58Q: 3 clusters Score -4048078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4048105.500000 Penalty: 5224.382812
	Iteration 59Q: 3 clusters Score -4048106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4048108.750000 Penalty: 5224.382812
	Iteration 60F: 3 clusters Score -4048109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4048120.250000 Penalty: 5224.382812
	Iteration 61Q: 3 clusters Score -4048120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4048121.750000 Penalty: 5224.382812
	Iteration 62Q: 3 clusters Score -4048122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4048130.250000 Penalty: 5224.382812
	Iteration 63Q: 3 clusters Score -4048130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4048146.000000 Penalty: 5224.382812
	Iteration 64Q: 3 clusters Score -4048146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4048167.000000 Penalty: 5224.382812
	Iteration 65Q: 3 clusters Score -4048167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4048174.750000 Penalty: 5224.382812
	Iteration 66Q: 3 clusters Score -4048175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4048173.750000 Penalty: 5224.382812
	Iteration 67Q: 3 clusters Score -4048174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4048180.500000 Penalty: 5224.382812
	Iteration 68Q: 3 clusters Score -4048180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4048195.000000 Penalty: 5224.382812
	Iteration 69Q: 3 clusters Score -4048195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4048208.750000 Penalty: 5224.382812
	Iteration 70Q: 3 clusters Score -4048209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4048213.500000 Penalty: 5224.382812
	Iteration 71Q: 3 clusters Score -4048214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4048222.500000 Penalty: 5224.382812
	Iteration 72Q: 3 clusters Score -4048222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4048228.750000 Penalty: 5224.382812
	Iteration 73Q: 3 clusters Score -4048229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4048228.000000 Penalty: 5224.382812
	Iteration 74Q: 3 clusters Score -4048228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4048237.750000 Penalty: 5224.382812
	Iteration 75Q: 3 clusters Score -4048238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4048237.750000 Penalty: 5224.382812
	Iteration 76Q: 3 clusters Score -4048238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4048247.000000 Penalty: 5224.382812
	Iteration 77Q: 3 clusters Score -4048247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4048242.750000 Penalty: 5224.382812
	Iteration 78Q: 3 clusters Score -4048243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4048250.750000 Penalty: 5224.382812
	Iteration 79Q: 3 clusters Score -4048251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4048258.500000 Penalty: 5224.382812
	Iteration 80F: 3 clusters Score -4048258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4048267.500000 Penalty: 5224.382812
	Iteration 81Q: 3 clusters Score -4048268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4048276.500000 Penalty: 5224.382812
	Iteration 82Q: 3 clusters Score -4048276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4048277.250000 Penalty: 5224.382812
	Iteration 83Q: 3 clusters Score -4048277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4048284.750000 Penalty: 5224.382812
	Iteration 84Q: 3 clusters Score -4048285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4048285.000000 Penalty: 5224.382812
	Iteration 85Q: 3 clusters Score -4048285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4048279.250000 Penalty: 5224.382812
	Iteration 86Q: 3 clusters Score -4048279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4048280.500000 Penalty: 5224.382812
	Iteration 87Q: 3 clusters Score -4048280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4048278.000000 Penalty: 5224.382812
	Iteration 88Q: 3 clusters Score -4048278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4048279.750000 Penalty: 5224.382812
	Iteration 89Q: 3 clusters Score -4048280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4048279.750000 Penalty: 5224.382812
	Iteration 90Q: 3 clusters Score -4048280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4048276.750000 Penalty: 5224.382812
	Iteration 91Q: 3 clusters Score -4048277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4048277.500000 Penalty: 5224.382812
	Iteration 92Q: 3 clusters Score -4048278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4048275.250000 Penalty: 5224.382812
	Iteration 93Q: 3 clusters Score -4048275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4048278.250000 Penalty: 5224.382812
	Iteration 94Q: 3 clusters Score -4048278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4048283.000000 Penalty: 5224.382812
	Iteration 95Q: 3 clusters Score -4048283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4048285.250000 Penalty: 5224.382812
	Iteration 96Q: 3 clusters Score -4048285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4048286.000000 Penalty: 5224.382812
	Iteration 97Q: 3 clusters Score -4048286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4048288.250000 Penalty: 5224.382812
	Iteration 98Q: 3 clusters Score -4048288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4048291.750000 Penalty: 5224.382812
	Iteration 99Q: 3 clusters Score -4048292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4048287.250000 Penalty: 5224.382812
	Iteration 100F: 3 clusters Score -4048287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4048292.500000 Penalty: 5224.382812
	Iteration 101Q: 3 clusters Score -4048292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4048300.250000 Penalty: 5224.382812
	Iteration 102Q: 3 clusters Score -4048300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4048305.750000 Penalty: 5224.382812
	Iteration 103Q: 3 clusters Score -4048306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4048311.250000 Penalty: 5224.382812
	Iteration 104Q: 3 clusters Score -4048311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4048309.750000 Penalty: 5224.382812
	Iteration 105Q: 3 clusters Score -4048310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4048305.000000 Penalty: 5224.382812
	Iteration 106Q: 3 clusters Score -4048305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4048312.500000 Penalty: 5224.382812
	Iteration 107Q: 3 clusters Score -4048312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4048313.500000 Penalty: 5224.382812
	Iteration 108Q: 3 clusters Score -4048314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4048319.500000 Penalty: 5224.382812
	Iteration 109Q: 3 clusters Score -4048320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4048318.750000 Penalty: 5224.382812
	Iteration 110Q: 3 clusters Score -4048319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4048309.250000 Penalty: 5224.382812
	Iteration 111Q: 3 clusters Score -4048309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4048313.000000 Penalty: 5224.382812
	Iteration 112Q: 3 clusters Score -4048313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4048310.750000 Penalty: 5224.382812
	Iteration 113Q: 3 clusters Score -4048311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4048312.000000 Penalty: 5224.382812
	Iteration 114Q: 3 clusters Score -4048312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4048313.250000 Penalty: 5224.382812
	Iteration 115Q: 3 clusters Score -4048313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4048317.500000 Penalty: 5224.382812
	Iteration 116Q: 3 clusters Score -4048318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4048324.500000 Penalty: 5224.382812
	Iteration 117Q: 3 clusters Score -4048324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4048325.500000 Penalty: 5224.382812
	Iteration 118Q: 3 clusters Score -4048326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4048332.250000 Penalty: 5224.382812
	Iteration 119Q: 3 clusters Score -4048332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4048328.000000 Penalty: 5224.382812
	Iteration 120F: 3 clusters Score -4048328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4048334.000000 Penalty: 5224.382812
	Iteration 121Q: 3 clusters Score -4048334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4048333.500000 Penalty: 5224.382812
	Iteration 122Q: 3 clusters Score -4048334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4048325.500000 Penalty: 5224.382812
	Iteration 123Q: 3 clusters Score -4048326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4048339.250000 Penalty: 5224.382812
	Iteration 124Q: 3 clusters Score -4048339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4048341.000000 Penalty: 5224.382812
	Iteration 125Q: 3 clusters Score -4048341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4048337.250000 Penalty: 5224.382812
	Iteration 126Q: 3 clusters Score -4048337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4048337.500000 Penalty: 5224.382812
	Iteration 127Q: 3 clusters Score -4048338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4048337.500000 Penalty: 5224.382812
	Iteration 128F: 3 clusters Score -4048338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -656644.437500 Penalty: 2180.250977
	Iteration 0F: 2 clusters Score -656644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -651156.125000 Penalty: 4360.501953
	Iteration 0F: 3 clusters Score -651156.1 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -652554.500000 Penalty: 4360.501953
	Iteration 1F: 3 clusters Score -652554.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -652774.375000 Penalty: 4360.501953
	Iteration 2F: 3 clusters Score -652774.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -652908.375000 Penalty: 4360.501953
	Iteration 3Q: 3 clusters Score -652908.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -652999.562500 Penalty: 4360.501953
	Iteration 4Q: 3 clusters Score -652999.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -653071.437500 Penalty: 4360.501953
	Iteration 5Q: 3 clusters Score -653071.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -653127.750000 Penalty: 4360.501953
	Iteration 6Q: 3 clusters Score -653127.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -653173.375000 Penalty: 4360.501953
	Iteration 7Q: 3 clusters Score -653173.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -653219.500000 Penalty: 4360.501953
	Iteration 8Q: 3 clusters Score -653219.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -653271.000000 Penalty: 4360.501953
	Iteration 9Q: 3 clusters Score -653271 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -653339.062500 Penalty: 4360.501953
	Iteration 10Q: 3 clusters Score -653339.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -653434.500000 Penalty: 4360.501953
	Iteration 11Q: 3 clusters Score -653434.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -653563.750000 Penalty: 4360.501953
	Iteration 12Q: 3 clusters Score -653563.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -653693.687500 Penalty: 4360.501953
	Iteration 13Q: 3 clusters Score -653693.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -653833.875000 Penalty: 4360.501953
	Iteration 14Q: 3 clusters Score -653833.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -653987.562500 Penalty: 4360.501953
	Iteration 15Q: 3 clusters Score -653987.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -654135.562500 Penalty: 4360.501953
	Iteration 16Q: 3 clusters Score -654135.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -654260.250000 Penalty: 4360.501953
	Iteration 17Q: 3 clusters Score -654260.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -654340.250000 Penalty: 4360.501953
	Iteration 18Q: 3 clusters Score -654340.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -654405.750000 Penalty: 4360.501953
	Iteration 19Q: 3 clusters Score -654405.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -654465.437500 Penalty: 4360.501953
	Iteration 20F: 3 clusters Score -654465.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -654520.562500 Penalty: 4360.501953
	Iteration 21Q: 3 clusters Score -654520.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -654567.625000 Penalty: 4360.501953
	Iteration 22Q: 3 clusters Score -654567.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -654606.687500 Penalty: 4360.501953
	Iteration 23Q: 3 clusters Score -654606.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -654646.062500 Penalty: 4360.501953
	Iteration 24Q: 3 clusters Score -654646.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -654685.250000 Penalty: 4360.501953
	Iteration 25Q: 3 clusters Score -654685.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -654721.375000 Penalty: 4360.501953
	Iteration 26Q: 3 clusters Score -654721.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -654747.125000 Penalty: 4360.501953
	Iteration 27Q: 3 clusters Score -654747.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -654767.687500 Penalty: 4360.501953
	Iteration 28Q: 3 clusters Score -654767.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -654784.625000 Penalty: 4360.501953
	Iteration 29Q: 3 clusters Score -654784.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -654805.125000 Penalty: 4360.501953
	Iteration 30Q: 3 clusters Score -654805.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -654830.562500 Penalty: 4360.501953
	Iteration 31Q: 3 clusters Score -654830.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -654851.937500 Penalty: 4360.501953
	Iteration 32Q: 3 clusters Score -654851.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -654868.687500 Penalty: 4360.501953
	Iteration 33Q: 3 clusters Score -654868.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -654888.875000 Penalty: 4360.501953
	Iteration 34Q: 3 clusters Score -654888.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -654913.625000 Penalty: 4360.501953
	Iteration 35Q: 3 clusters Score -654913.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -654934.625000 Penalty: 4360.501953
	Iteration 36Q: 3 clusters Score -654934.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -654948.562500 Penalty: 4360.501953
	Iteration 37Q: 3 clusters Score -654948.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -654966.187500 Penalty: 4360.501953
	Iteration 38Q: 3 clusters Score -654966.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -654977.437500 Penalty: 4360.501953
	Iteration 39Q: 3 clusters Score -654977.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -654986.562500 Penalty: 4360.501953
	Iteration 40F: 3 clusters Score -654986.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -654993.812500 Penalty: 4360.501953
	Iteration 41Q: 3 clusters Score -654993.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -655003.062500 Penalty: 4360.501953
	Iteration 42Q: 3 clusters Score -655003.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -655010.062500 Penalty: 4360.501953
	Iteration 43Q: 3 clusters Score -655010.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -655014.000000 Penalty: 4360.501953
	Iteration 44Q: 3 clusters Score -655014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -655022.062500 Penalty: 4360.501953
	Iteration 45Q: 3 clusters Score -655022.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -655026.250000 Penalty: 4360.501953
	Iteration 46Q: 3 clusters Score -655026.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -655034.750000 Penalty: 4360.501953
	Iteration 47Q: 3 clusters Score -655034.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -655043.375000 Penalty: 4360.501953
	Iteration 48Q: 3 clusters Score -655043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -655046.625000 Penalty: 4360.501953
	Iteration 49Q: 3 clusters Score -655046.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -655048.625000 Penalty: 4360.501953
	Iteration 50Q: 3 clusters Score -655048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -655052.750000 Penalty: 4360.501953
	Iteration 51Q: 3 clusters Score -655052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -655055.062500 Penalty: 4360.501953
	Iteration 52Q: 3 clusters Score -655055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -655058.437500 Penalty: 4360.501953
	Iteration 53Q: 3 clusters Score -655058.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -655060.750000 Penalty: 4360.501953
	Iteration 54Q: 3 clusters Score -655060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -655064.812500 Penalty: 4360.501953
	Iteration 55Q: 3 clusters Score -655064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -655064.250000 Penalty: 4360.501953
	Iteration 56Q: 3 clusters Score -655064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -655066.187500 Penalty: 4360.501953
	Iteration 57Q: 3 clusters Score -655066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -655066.625000 Penalty: 4360.501953
	Iteration 58Q: 3 clusters Score -655066.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -655068.312500 Penalty: 4360.501953
	Iteration 59Q: 3 clusters Score -655068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -655069.500000 Penalty: 4360.501953
	Iteration 60F: 3 clusters Score -655069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -655073.187500 Penalty: 4360.501953
	Iteration 61Q: 3 clusters Score -655073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -655074.437500 Penalty: 4360.501953
	Iteration 62Q: 3 clusters Score -655074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -655074.062500 Penalty: 4360.501953
	Iteration 63Q: 3 clusters Score -655074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -655075.125000 Penalty: 4360.501953
	Iteration 64Q: 3 clusters Score -655075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -655077.000000 Penalty: 4360.501953
	Iteration 65Q: 3 clusters Score -655077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -655077.750000 Penalty: 4360.501953
	Iteration 66Q: 3 clusters Score -655077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -655080.187500 Penalty: 4360.501953
	Iteration 67Q: 3 clusters Score -655080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -655081.562500 Penalty: 4360.501953
	Iteration 68Q: 3 clusters Score -655081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -655083.812500 Penalty: 4360.501953
	Iteration 69Q: 3 clusters Score -655083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -655087.375000 Penalty: 4360.501953
	Iteration 70Q: 3 clusters Score -655087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -655089.062500 Penalty: 4360.501953
	Iteration 71Q: 3 clusters Score -655089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -655091.375000 Penalty: 4360.501953
	Iteration 72Q: 3 clusters Score -655091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -655094.750000 Penalty: 4360.501953
	Iteration 73Q: 3 clusters Score -655094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -655098.250000 Penalty: 4360.501953
	Iteration 74Q: 3 clusters Score -655098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -655098.812500 Penalty: 4360.501953
	Iteration 75Q: 3 clusters Score -655098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -655102.812500 Penalty: 4360.501953
	Iteration 76Q: 3 clusters Score -655102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -655103.187500 Penalty: 4360.501953
	Iteration 77Q: 3 clusters Score -655103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -655103.562500 Penalty: 4360.501953
	Iteration 78Q: 3 clusters Score -655103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -655108.500000 Penalty: 4360.501953
	Iteration 79Q: 3 clusters Score -655108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -655109.625000 Penalty: 4360.501953
	Iteration 80F: 3 clusters Score -655109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -655112.625000 Penalty: 4360.501953
	Iteration 81Q: 3 clusters Score -655112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -655116.625000 Penalty: 4360.501953
	Iteration 82Q: 3 clusters Score -655116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -655118.125000 Penalty: 4360.501953
	Iteration 83Q: 3 clusters Score -655118.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -655122.062500 Penalty: 4360.501953
	Iteration 84Q: 3 clusters Score -655122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -655125.687500 Penalty: 4360.501953
	Iteration 85Q: 3 clusters Score -655125.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -655130.000000 Penalty: 4360.501953
	Iteration 86Q: 3 clusters Score -655130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -655133.937500 Penalty: 4360.501953
	Iteration 87Q: 3 clusters Score -655133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -655136.625000 Penalty: 4360.501953
	Iteration 88Q: 3 clusters Score -655136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -655139.000000 Penalty: 4360.501953
	Iteration 89Q: 3 clusters Score -655139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -655140.250000 Penalty: 4360.501953
	Iteration 90Q: 3 clusters Score -655140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -655140.375000 Penalty: 4360.501953
	Iteration 91Q: 3 clusters Score -655140.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -655143.250000 Penalty: 4360.501953
	Iteration 92Q: 3 clusters Score -655143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -655144.500000 Penalty: 4360.501953
	Iteration 93Q: 3 clusters Score -655144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -655145.500000 Penalty: 4360.501953
	Iteration 94Q: 3 clusters Score -655145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -655146.250000 Penalty: 4360.501953
	Iteration 95Q: 3 clusters Score -655146.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -655148.812500 Penalty: 4360.501953
	Iteration 96Q: 3 clusters Score -655148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -655150.687500 Penalty: 4360.501953
	Iteration 97Q: 3 clusters Score -655150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -655152.562500 Penalty: 4360.501953
	Iteration 98Q: 3 clusters Score -655152.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -655154.187500 Penalty: 4360.501953
	Iteration 99Q: 3 clusters Score -655154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -655157.187500 Penalty: 4360.501953
	Iteration 100F: 3 clusters Score -655157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -655158.875000 Penalty: 4360.501953
	Iteration 101Q: 3 clusters Score -655158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -655160.375000 Penalty: 4360.501953
	Iteration 102Q: 3 clusters Score -655160.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655162.812500 Penalty: 4360.501953
	Iteration 103Q: 3 clusters Score -655162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -655166.062500 Penalty: 4360.501953
	Iteration 104Q: 3 clusters Score -655166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -655168.000000 Penalty: 4360.501953
	Iteration 105Q: 3 clusters Score -655168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -655170.625000 Penalty: 4360.501953
	Iteration 106Q: 3 clusters Score -655170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -655175.062500 Penalty: 4360.501953
	Iteration 107Q: 3 clusters Score -655175.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -655179.687500 Penalty: 4360.501953
	Iteration 108Q: 3 clusters Score -655179.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -655185.312500 Penalty: 4360.501953
	Iteration 109Q: 3 clusters Score -655185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -655188.750000 Penalty: 4360.501953
	Iteration 110Q: 3 clusters Score -655188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -655190.187500 Penalty: 4360.501953
	Iteration 111Q: 3 clusters Score -655190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -655193.875000 Penalty: 4360.501953
	Iteration 112Q: 3 clusters Score -655193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -655196.937500 Penalty: 4360.501953
	Iteration 113Q: 3 clusters Score -655196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -655202.187500 Penalty: 4360.501953
	Iteration 114Q: 3 clusters Score -655202.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -655206.250000 Penalty: 4360.501953
	Iteration 115Q: 3 clusters Score -655206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -655210.375000 Penalty: 4360.501953
	Iteration 116Q: 3 clusters Score -655210.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -655213.375000 Penalty: 4360.501953
	Iteration 117Q: 3 clusters Score -655213.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -655219.375000 Penalty: 4360.501953
	Iteration 118Q: 3 clusters Score -655219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -655224.750000 Penalty: 4360.501953
	Iteration 119Q: 3 clusters Score -655224.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -655228.062500 Penalty: 4360.501953
	Iteration 120F: 3 clusters Score -655228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -655229.250000 Penalty: 4360.501953
	Iteration 121Q: 3 clusters Score -655229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -655232.687500 Penalty: 4360.501953
	Iteration 122Q: 3 clusters Score -655232.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -655237.187500 Penalty: 4360.501953
	Iteration 123Q: 3 clusters Score -655237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -655245.500000 Penalty: 4360.501953
	Iteration 124Q: 3 clusters Score -655245.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -655254.562500 Penalty: 4360.501953
	Iteration 125Q: 3 clusters Score -655254.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -655265.812500 Penalty: 4360.501953
	Iteration 126Q: 3 clusters Score -655265.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -655276.500000 Penalty: 4360.501953
	Iteration 127Q: 3 clusters Score -655276.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -655284.562500 Penalty: 4360.501953
	Iteration 128Q: 3 clusters Score -655284.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -655289.312500 Penalty: 4360.501953
	Iteration 129Q: 3 clusters Score -655289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -655293.875000 Penalty: 4360.501953
	Iteration 130Q: 3 clusters Score -655293.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -655297.250000 Penalty: 4360.501953
	Iteration 131Q: 3 clusters Score -655297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -655298.937500 Penalty: 4360.501953
	Iteration 132Q: 3 clusters Score -655298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -655302.875000 Penalty: 4360.501953
	Iteration 133Q: 3 clusters Score -655302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -655304.062500 Penalty: 4360.501953
	Iteration 134Q: 3 clusters Score -655304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -655306.062500 Penalty: 4360.501953
	Iteration 135Q: 3 clusters Score -655306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -655309.562500 Penalty: 4360.501953
	Iteration 136Q: 3 clusters Score -655309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -655311.125000 Penalty: 4360.501953
	Iteration 137Q: 3 clusters Score -655311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -655310.812500 Penalty: 4360.501953
	Iteration 138Q: 3 clusters Score -655310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -655311.812500 Penalty: 4360.501953
	Iteration 139Q: 3 clusters Score -655311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -655316.750000 Penalty: 4360.501953
	Iteration 140F: 3 clusters Score -655316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -655319.750000 Penalty: 4360.501953
	Iteration 141Q: 3 clusters Score -655319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -655321.375000 Penalty: 4360.501953
	Iteration 142Q: 3 clusters Score -655321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -655324.000000 Penalty: 4360.501953
	Iteration 143Q: 3 clusters Score -655324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -655325.375000 Penalty: 4360.501953
	Iteration 144Q: 3 clusters Score -655325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -655326.875000 Penalty: 4360.501953
	Iteration 145Q: 3 clusters Score -655326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -655329.312500 Penalty: 4360.501953
	Iteration 146Q: 3 clusters Score -655329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -655329.187500 Penalty: 4360.501953
	Iteration 147Q: 3 clusters Score -655329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -655330.125000 Penalty: 4360.501953
	Iteration 148Q: 3 clusters Score -655330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -655329.875000 Penalty: 4360.501953
	Iteration 149Q: 3 clusters Score -655329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -655330.375000 Penalty: 4360.501953
	Iteration 150Q: 3 clusters Score -655330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -655330.875000 Penalty: 4360.501953
	Iteration 151Q: 3 clusters Score -655330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -655331.750000 Penalty: 4360.501953
	Iteration 152Q: 3 clusters Score -655331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -655331.937500 Penalty: 4360.501953
	Iteration 153Q: 3 clusters Score -655331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -655332.437500 Penalty: 4360.501953
	Iteration 154Q: 3 clusters Score -655332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -655332.437500 Penalty: 4360.501953
	Iteration 155F: 3 clusters Score -655332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Entering Unmasked Estep 
Score: -2986615.500000 Penalty: 2562.510010
	Iteration 0F: 2 clusters Score -2986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2965613.750000 Penalty: 5125.020020
	Iteration 0F: 3 clusters Score -2965614 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2973518.000000 Penalty: 5125.020020
	Iteration 1F: 3 clusters Score -2973518 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2974408.000000 Penalty: 5125.020020
	Iteration 2F: 3 clusters Score -2974408 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2975461.250000 Penalty: 5125.020020
	Iteration 3F: 3 clusters Score -2975461 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2976528.000000 Penalty: 5125.020020
	Iteration 4F: 3 clusters Score -2976528 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2977655.250000 Penalty: 5125.020020
	Iteration 5F: 3 clusters Score -2977655 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2978825.250000 Penalty: 5125.020020
	Iteration 6F: 3 clusters Score -2978825 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2980020.000000 Penalty: 5125.020020
	Iteration 7F: 3 clusters Score -2980020 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2981160.750000 Penalty: 5125.020020
	Iteration 8Q: 3 clusters Score -2981161 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2982017.500000 Penalty: 5125.020020
	Iteration 9Q: 3 clusters Score -2982018 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2982732.500000 Penalty: 5125.020020
	Iteration 10Q: 3 clusters Score -2982732 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -2983176.500000 Penalty: 5125.020020
	Iteration 11Q: 3 clusters Score -2983176 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2983521.500000 Penalty: 5125.020020
	Iteration 12Q: 3 clusters Score -2983522 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2983783.250000 Penalty: 5125.020020
	Iteration 13Q: 3 clusters Score -2983783 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2984004.250000 Penalty: 5125.020020
	Iteration 14Q: 3 clusters Score -2984004 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2984207.500000 Penalty: 5125.020020
	Iteration 15Q: 3 clusters Score -2984208 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2984396.750000 Penalty: 5125.020020
	Iteration 16Q: 3 clusters Score -2984397 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -2984549.750000 Penalty: 5125.020020
	Iteration 17Q: 3 clusters Score -2984550 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2984694.500000 Penalty: 5125.020020
	Iteration 18Q: 3 clusters Score -2984694 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2984803.500000 Penalty: 5125.020020
	Iteration 19Q: 3 clusters Score -2984804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2984871.000000 Penalty: 5125.020020
	Iteration 20F: 3 clusters Score -2984871 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -2984963.000000 Penalty: 5125.020020
	Iteration 21Q: 3 clusters Score -2984963 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -2985044.000000 Penalty: 5125.020020
	Iteration 22Q: 3 clusters Score -2985044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -2985099.250000 Penalty: 5125.020020
	Iteration 23Q: 3 clusters Score -2985099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2985150.000000 Penalty: 5125.020020
	Iteration 24Q: 3 clusters Score -2985150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2985198.500000 Penalty: 5125.020020
	Iteration 25Q: 3 clusters Score -2985198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -2985229.250000 Penalty: 5125.020020
	Iteration 26Q: 3 clusters Score -2985229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -2985265.250000 Penalty: 5125.020020
	Iteration 27Q: 3 clusters Score -2985265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2985290.250000 Penalty: 5125.020020
	Iteration 28Q: 3 clusters Score -2985290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2985309.000000 Penalty: 5125.020020
	Iteration 29Q: 3 clusters Score -2985309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -2985323.250000 Penalty: 5125.020020
	Iteration 30Q: 3 clusters Score -2985323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -2985343.500000 Penalty: 5125.020020
	Iteration 31Q: 3 clusters Score -2985344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -2985346.500000 Penalty: 5125.020020
	Iteration 32Q: 3 clusters Score -2985346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2985356.000000 Penalty: 5125.020020
	Iteration 33Q: 3 clusters Score -2985356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -2985365.750000 Penalty: 5125.020020
	Iteration 34Q: 3 clusters Score -2985366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -2985381.250000 Penalty: 5125.020020
	Iteration 35Q: 3 clusters Score -2985381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -2985395.500000 Penalty: 5125.020020
	Iteration 36Q: 3 clusters Score -2985396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -2985412.750000 Penalty: 5125.020020
	Iteration 37Q: 3 clusters Score -2985413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2985425.000000 Penalty: 5125.020020
	Iteration 38Q: 3 clusters Score -2985425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2985433.500000 Penalty: 5125.020020
	Iteration 39Q: 3 clusters Score -2985434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -2985435.250000 Penalty: 5125.020020
	Iteration 40F: 3 clusters Score -2985435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -2985451.000000 Penalty: 5125.020020
	Iteration 41Q: 3 clusters Score -2985451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2985452.250000 Penalty: 5125.020020
	Iteration 42Q: 3 clusters Score -2985452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -2985450.750000 Penalty: 5125.020020
	Iteration 43Q: 3 clusters Score -2985451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -2985456.750000 Penalty: 5125.020020
	Iteration 44Q: 3 clusters Score -2985457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -2985455.250000 Penalty: 5125.020020
	Iteration 45Q: 3 clusters Score -2985455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -2985454.750000 Penalty: 5125.020020
	Iteration 46Q: 3 clusters Score -2985455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2985453.250000 Penalty: 5125.020020
	Iteration 47Q: 3 clusters Score -2985453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -2985450.750000 Penalty: 5125.020020
	Iteration 48Q: 3 clusters Score -2985451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -2985453.500000 Penalty: 5125.020020
	Iteration 49Q: 3 clusters Score -2985454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -2985455.500000 Penalty: 5125.020020
	Iteration 50Q: 3 clusters Score -2985456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -2985456.250000 Penalty: 5125.020020
	Iteration 51Q: 3 clusters Score -2985456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -2985456.250000 Penalty: 5125.020020
	Iteration 52F: 3 clusters Score -2985456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129255 members 
Entering Unmasked Estep 
Score: -13814067.000000 Penalty: 2918.846680
	Iteration 0F: 2 clusters Score -1.381407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -13727509.000000 Penalty: 5837.693359
	Iteration 0F: 3 clusters Score -1.372751e+07 nChanged 61762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -13762746.000000 Penalty: 5837.693359
	Iteration 1F: 3 clusters Score -1.376275e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -13763540.000000 Penalty: 5837.693359
	Iteration 2Q: 3 clusters Score -1.376354e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -13764461.000000 Penalty: 5837.693359
	Iteration 3Q: 3 clusters Score -1.376446e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -13765696.000000 Penalty: 5837.693359
	Iteration 4Q: 3 clusters Score -1.37657e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -13767552.000000 Penalty: 5837.693359
	Iteration 5Q: 3 clusters Score -1.376755e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -13770377.000000 Penalty: 5837.693359
	Iteration 6Q: 3 clusters Score -1.377038e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -13775135.000000 Penalty: 5837.693359
	Iteration 7F: 3 clusters Score -1.377514e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -13781183.000000 Penalty: 5837.693359
	Iteration 8F: 3 clusters Score -1.378118e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -13787604.000000 Penalty: 5837.693359
	Iteration 9F: 3 clusters Score -1.37876e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -13793221.000000 Penalty: 5837.693359
	Iteration 10F: 3 clusters Score -1.379322e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -13797522.000000 Penalty: 5837.693359
	Iteration 11Q: 3 clusters Score -1.379752e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -13800732.000000 Penalty: 5837.693359
	Iteration 12Q: 3 clusters Score -1.380073e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -13803466.000000 Penalty: 5837.693359
	Iteration 13Q: 3 clusters Score -1.380347e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -13805822.000000 Penalty: 5837.693359
	Iteration 14Q: 3 clusters Score -1.380582e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -13807672.000000 Penalty: 5837.693359
	Iteration 15Q: 3 clusters Score -1.380767e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124815 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -13808938.000000 Penalty: 5837.693359
	Iteration 16Q: 3 clusters Score -1.380894e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126213 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -13809849.000000 Penalty: 5837.693359
	Iteration 17Q: 3 clusters Score -1.380985e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13810442.000000 Penalty: 5837.693359
	Iteration 18Q: 3 clusters Score -1.381044e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127664 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13810822.000000 Penalty: 5837.693359
	Iteration 19Q: 3 clusters Score -1.381082e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -13811019.000000 Penalty: 5837.693359
	Iteration 20F: 3 clusters Score -1.381102e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13811163.000000 Penalty: 5837.693359
	Iteration 21Q: 3 clusters Score -1.381116e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13811257.000000 Penalty: 5837.693359
	Iteration 22Q: 3 clusters Score -1.381126e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13811348.000000 Penalty: 5837.693359
	Iteration 23Q: 3 clusters Score -1.381135e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13811372.000000 Penalty: 5837.693359
	Iteration 24Q: 3 clusters Score -1.381137e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13811420.000000 Penalty: 5837.693359
	Iteration 25Q: 3 clusters Score -1.381142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13811466.000000 Penalty: 5837.693359
	Iteration 26Q: 3 clusters Score -1.381147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128550 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13811465.000000 Penalty: 5837.693359
	Iteration 27Q: 3 clusters Score -1.381146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13811478.000000 Penalty: 5837.693359
	Iteration 28Q: 3 clusters Score -1.381148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13811492.000000 Penalty: 5837.693359
	Iteration 29Q: 3 clusters Score -1.381149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13811497.000000 Penalty: 5837.693359
	Iteration 30Q: 3 clusters Score -1.38115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -13811501.000000 Penalty: 5837.693359
	Iteration 31Q: 3 clusters Score -1.38115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13811508.000000 Penalty: 5837.693359
	Iteration 32Q: 3 clusters Score -1.381151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128620 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13811511.000000 Penalty: 5837.693359
	Iteration 33Q: 3 clusters Score -1.381151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13811516.000000 Penalty: 5837.693359
	Iteration 34Q: 3 clusters Score -1.381152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13811516.000000 Penalty: 5837.693359
	Iteration 35Q: 3 clusters Score -1.381152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13811510.000000 Penalty: 5837.693359
	Iteration 36Q: 3 clusters Score -1.381151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128627 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13811512.000000 Penalty: 5837.693359
	Iteration 37Q: 3 clusters Score -1.381151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13811513.000000 Penalty: 5837.693359
	Iteration 38Q: 3 clusters Score -1.381151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128635 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13811511.000000 Penalty: 5837.693359
	Iteration 39Q: 3 clusters Score -1.381151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13811514.000000 Penalty: 5837.693359
	Iteration 40F: 3 clusters Score -1.381151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128646 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13811509.000000 Penalty: 5837.693359
	Iteration 41Q: 3 clusters Score -1.381151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13811516.000000 Penalty: 5837.693359
	Iteration 42Q: 3 clusters Score -1.381152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13811514.000000 Penalty: 5837.693359
	Iteration 43Q: 3 clusters Score -1.381151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128652 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13811521.000000 Penalty: 5837.693359
	Iteration 44Q: 3 clusters Score -1.381152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13811529.000000 Penalty: 5837.693359
	Iteration 45Q: 3 clusters Score -1.381153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13811548.000000 Penalty: 5837.693359
	Iteration 46Q: 3 clusters Score -1.381155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13811538.000000 Penalty: 5837.693359
	Iteration 47Q: 3 clusters Score -1.381154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13811546.000000 Penalty: 5837.693359
	Iteration 48Q: 3 clusters Score -1.381155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13811550.000000 Penalty: 5837.693359
	Iteration 49Q: 3 clusters Score -1.381155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128664 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13811555.000000 Penalty: 5837.693359
	Iteration 50Q: 3 clusters Score -1.381156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13811555.000000 Penalty: 5837.693359
	Iteration 51Q: 3 clusters Score -1.381156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128670 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13811559.000000 Penalty: 5837.693359
	Iteration 52Q: 3 clusters Score -1.381156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13811567.000000 Penalty: 5837.693359
	Iteration 53Q: 3 clusters Score -1.381157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13811576.000000 Penalty: 5837.693359
	Iteration 54Q: 3 clusters Score -1.381158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128675 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -13811571.000000 Penalty: 5837.693359
	Iteration 55Q: 3 clusters Score -1.381157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128676 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13811576.000000 Penalty: 5837.693359
	Iteration 56Q: 3 clusters Score -1.381158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128676 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13811576.000000 Penalty: 5837.693359
	Iteration 57F: 3 clusters Score -1.381158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -293665.843750 Penalty: 2011.683838
	Iteration 0F: 2 clusters Score -293665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -290193.156250 Penalty: 4023.367676
	Iteration 0F: 3 clusters Score -290193.2 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -291001.062500 Penalty: 4023.367676
	Iteration 1F: 3 clusters Score -291001.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -291209.625000 Penalty: 4023.367676
	Iteration 2F: 3 clusters Score -291209.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -291339.812500 Penalty: 4023.367676
	Iteration 3F: 3 clusters Score -291339.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -291433.187500 Penalty: 4023.367676
	Iteration 4Q: 3 clusters Score -291433.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -291494.312500 Penalty: 4023.367676
	Iteration 5Q: 3 clusters Score -291494.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -291530.781250 Penalty: 4023.367676
	Iteration 6Q: 3 clusters Score -291530.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -291561.937500 Penalty: 4023.367676
	Iteration 7Q: 3 clusters Score -291561.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -291586.125000 Penalty: 4023.367676
	Iteration 8Q: 3 clusters Score -291586.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -291611.687500 Penalty: 4023.367676
	Iteration 9Q: 3 clusters Score -291611.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291633.343750 Penalty: 4023.367676
	Iteration 10Q: 3 clusters Score -291633.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291650.468750 Penalty: 4023.367676
	Iteration 11Q: 3 clusters Score -291650.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -291663.375000 Penalty: 4023.367676
	Iteration 12Q: 3 clusters Score -291663.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -291679.375000 Penalty: 4023.367676
	Iteration 13Q: 3 clusters Score -291679.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -291698.250000 Penalty: 4023.367676
	Iteration 14Q: 3 clusters Score -291698.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -291715.625000 Penalty: 4023.367676
	Iteration 15Q: 3 clusters Score -291715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291730.468750 Penalty: 4023.367676
	Iteration 16Q: 3 clusters Score -291730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -291746.281250 Penalty: 4023.367676
	Iteration 17Q: 3 clusters Score -291746.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291758.500000 Penalty: 4023.367676
	Iteration 18Q: 3 clusters Score -291758.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291771.468750 Penalty: 4023.367676
	Iteration 19Q: 3 clusters Score -291771.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291785.500000 Penalty: 4023.367676
	Iteration 20F: 3 clusters Score -291785.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -291794.343750 Penalty: 4023.367676
	Iteration 21Q: 3 clusters Score -291794.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291801.250000 Penalty: 4023.367676
	Iteration 22Q: 3 clusters Score -291801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291808.406250 Penalty: 4023.367676
	Iteration 23Q: 3 clusters Score -291808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -291814.281250 Penalty: 4023.367676
	Iteration 24Q: 3 clusters Score -291814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -291818.656250 Penalty: 4023.367676
	Iteration 25Q: 3 clusters Score -291818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291822.375000 Penalty: 4023.367676
	Iteration 26Q: 3 clusters Score -291822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -291825.125000 Penalty: 4023.367676
	Iteration 27Q: 3 clusters Score -291825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -291826.625000 Penalty: 4023.367676
	Iteration 28Q: 3 clusters Score -291826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -291826.625000 Penalty: 4023.367676
	Iteration 29F: 3 clusters Score -291826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Entering Unmasked Estep 
Score: -5902519.000000 Penalty: 2710.158447
	Iteration 0F: 2 clusters Score -5902519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5864906.000000 Penalty: 5420.316895
	Iteration 0F: 3 clusters Score -5864906 nChanged 25811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5879216.500000 Penalty: 5420.316895
	Iteration 1F: 3 clusters Score -5879216 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -5879604.000000 Penalty: 5420.316895
	Iteration 2Q: 3 clusters Score -5879604 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5880025.500000 Penalty: 5420.316895
	Iteration 3Q: 3 clusters Score -5880026 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5880318.500000 Penalty: 5420.316895
	Iteration 4Q: 3 clusters Score -5880318 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -5880649.500000 Penalty: 5420.316895
	Iteration 5Q: 3 clusters Score -5880650 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5881099.500000 Penalty: 5420.316895
	Iteration 6Q: 3 clusters Score -5881100 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5881736.000000 Penalty: 5420.316895
	Iteration 7Q: 3 clusters Score -5881736 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5882794.000000 Penalty: 5420.316895
	Iteration 8Q: 3 clusters Score -5882794 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5884615.500000 Penalty: 5420.316895
	Iteration 9F: 3 clusters Score -5884616 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5887699.000000 Penalty: 5420.316895
	Iteration 10F: 3 clusters Score -5887699 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5891865.500000 Penalty: 5420.316895
	Iteration 11F: 3 clusters Score -5891866 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5895808.500000 Penalty: 5420.316895
	Iteration 12F: 3 clusters Score -5895808 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5898394.500000 Penalty: 5420.316895
	Iteration 13Q: 3 clusters Score -5898394 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5899501.500000 Penalty: 5420.316895
	Iteration 14Q: 3 clusters Score -5899502 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5899855.000000 Penalty: 5420.316895
	Iteration 15Q: 3 clusters Score -5899855 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5900023.000000 Penalty: 5420.316895
	Iteration 16Q: 3 clusters Score -5900023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5900090.000000 Penalty: 5420.316895
	Iteration 17Q: 3 clusters Score -5900090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5900116.500000 Penalty: 5420.316895
	Iteration 18Q: 3 clusters Score -5900116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5900132.500000 Penalty: 5420.316895
	Iteration 19Q: 3 clusters Score -5900132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5900149.000000 Penalty: 5420.316895
	Iteration 20F: 3 clusters Score -5900149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5900158.500000 Penalty: 5420.316895
	Iteration 21Q: 3 clusters Score -5900158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5900159.000000 Penalty: 5420.316895
	Iteration 22Q: 3 clusters Score -5900159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5900157.000000 Penalty: 5420.316895
	Iteration 23Q: 3 clusters Score -5900157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5900159.500000 Penalty: 5420.316895
	Iteration 24Q: 3 clusters Score -5900160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5900159.500000 Penalty: 5420.316895
	Iteration 25F: 3 clusters Score -5900160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Entering Unmasked Estep 
Score: -1743415.750000 Penalty: 2402.824463
	Iteration 0F: 2 clusters Score -1743416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1731862.750000 Penalty: 4805.648926
	Iteration 0F: 3 clusters Score -1731863 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1735483.500000 Penalty: 4805.648926
	Iteration 1F: 3 clusters Score -1735484 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1735823.250000 Penalty: 4805.648926
	Iteration 2F: 3 clusters Score -1735823 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1736074.625000 Penalty: 4805.648926
	Iteration 3Q: 3 clusters Score -1736075 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1736293.500000 Penalty: 4805.648926
	Iteration 4Q: 3 clusters Score -1736294 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1736524.625000 Penalty: 4805.648926
	Iteration 5Q: 3 clusters Score -1736525 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1736846.000000 Penalty: 4805.648926
	Iteration 6Q: 3 clusters Score -1736846 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1737236.125000 Penalty: 4805.648926
	Iteration 7Q: 3 clusters Score -1737236 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1737685.625000 Penalty: 4805.648926
	Iteration 8Q: 3 clusters Score -1737686 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1738210.125000 Penalty: 4805.648926
	Iteration 9F: 3 clusters Score -1738210 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1738780.625000 Penalty: 4805.648926
	Iteration 10F: 3 clusters Score -1738781 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1739352.250000 Penalty: 4805.648926
	Iteration 11F: 3 clusters Score -1739352 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1739905.750000 Penalty: 4805.648926
	Iteration 12Q: 3 clusters Score -1739906 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1740346.125000 Penalty: 4805.648926
	Iteration 13Q: 3 clusters Score -1740346 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1740621.125000 Penalty: 4805.648926
	Iteration 14Q: 3 clusters Score -1740621 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1740799.125000 Penalty: 4805.648926
	Iteration 15Q: 3 clusters Score -1740799 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1740906.875000 Penalty: 4805.648926
	Iteration 16Q: 3 clusters Score -1740907 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1740972.375000 Penalty: 4805.648926
	Iteration 17Q: 3 clusters Score -1740972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1741025.375000 Penalty: 4805.648926
	Iteration 18Q: 3 clusters Score -1741025 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1741066.750000 Penalty: 4805.648926
	Iteration 19Q: 3 clusters Score -1741067 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1741114.625000 Penalty: 4805.648926
	Iteration 20F: 3 clusters Score -1741115 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1741140.875000 Penalty: 4805.648926
	Iteration 21Q: 3 clusters Score -1741141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1741170.875000 Penalty: 4805.648926
	Iteration 22Q: 3 clusters Score -1741171 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1741188.500000 Penalty: 4805.648926
	Iteration 23Q: 3 clusters Score -1741188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1741212.625000 Penalty: 4805.648926
	Iteration 24Q: 3 clusters Score -1741213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1741236.625000 Penalty: 4805.648926
	Iteration 25Q: 3 clusters Score -1741237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1741248.625000 Penalty: 4805.648926
	Iteration 26Q: 3 clusters Score -1741249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1741270.500000 Penalty: 4805.648926
	Iteration 27Q: 3 clusters Score -1741270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1741289.875000 Penalty: 4805.648926
	Iteration 28Q: 3 clusters Score -1741290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1741312.500000 Penalty: 4805.648926
	Iteration 29Q: 3 clusters Score -1741312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1741340.125000 Penalty: 4805.648926
	Iteration 30Q: 3 clusters Score -1741340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1741365.250000 Penalty: 4805.648926
	Iteration 31Q: 3 clusters Score -1741365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1741387.625000 Penalty: 4805.648926
	Iteration 32Q: 3 clusters Score -1741388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1741407.000000 Penalty: 4805.648926
	Iteration 33Q: 3 clusters Score -1741407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1741417.875000 Penalty: 4805.648926
	Iteration 34Q: 3 clusters Score -1741418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1741426.250000 Penalty: 4805.648926
	Iteration 35Q: 3 clusters Score -1741426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1741431.000000 Penalty: 4805.648926
	Iteration 36Q: 3 clusters Score -1741431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1741448.750000 Penalty: 4805.648926
	Iteration 37Q: 3 clusters Score -1741449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1741462.625000 Penalty: 4805.648926
	Iteration 38Q: 3 clusters Score -1741463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1741467.875000 Penalty: 4805.648926
	Iteration 39Q: 3 clusters Score -1741468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1741476.375000 Penalty: 4805.648926
	Iteration 40F: 3 clusters Score -1741476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1741482.250000 Penalty: 4805.648926
	Iteration 41Q: 3 clusters Score -1741482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1741491.750000 Penalty: 4805.648926
	Iteration 42Q: 3 clusters Score -1741492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1741502.375000 Penalty: 4805.648926
	Iteration 43Q: 3 clusters Score -1741502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1741509.625000 Penalty: 4805.648926
	Iteration 44Q: 3 clusters Score -1741510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1741508.875000 Penalty: 4805.648926
	Iteration 45Q: 3 clusters Score -1741509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1741516.125000 Penalty: 4805.648926
	Iteration 46Q: 3 clusters Score -1741516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1741523.375000 Penalty: 4805.648926
	Iteration 47Q: 3 clusters Score -1741523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1741530.375000 Penalty: 4805.648926
	Iteration 48Q: 3 clusters Score -1741530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1741530.250000 Penalty: 4805.648926
	Iteration 49Q: 3 clusters Score -1741530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1741532.125000 Penalty: 4805.648926
	Iteration 50Q: 3 clusters Score -1741532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1741532.500000 Penalty: 4805.648926
	Iteration 51Q: 3 clusters Score -1741532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1741540.500000 Penalty: 4805.648926
	Iteration 52Q: 3 clusters Score -1741540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1741543.125000 Penalty: 4805.648926
	Iteration 53Q: 3 clusters Score -1741543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1741545.250000 Penalty: 4805.648926
	Iteration 54Q: 3 clusters Score -1741545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1741538.125000 Penalty: 4805.648926
	Iteration 55Q: 3 clusters Score -1741538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1741540.750000 Penalty: 4805.648926
	Iteration 56Q: 3 clusters Score -1741541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1741544.125000 Penalty: 4805.648926
	Iteration 57Q: 3 clusters Score -1741544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1741544.875000 Penalty: 4805.648926
	Iteration 58Q: 3 clusters Score -1741545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1741545.500000 Penalty: 4805.648926
	Iteration 59Q: 3 clusters Score -1741546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1741546.750000 Penalty: 4805.648926
	Iteration 60F: 3 clusters Score -1741547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1741543.500000 Penalty: 4805.648926
	Iteration 61Q: 3 clusters Score -1741544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1741545.250000 Penalty: 4805.648926
	Iteration 62Q: 3 clusters Score -1741545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1741546.875000 Penalty: 4805.648926
	Iteration 63Q: 3 clusters Score -1741547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1741544.750000 Penalty: 4805.648926
	Iteration 64Q: 3 clusters Score -1741545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1741544.500000 Penalty: 4805.648926
	Iteration 65Q: 3 clusters Score -1741544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1741545.375000 Penalty: 4805.648926
	Iteration 66Q: 3 clusters Score -1741545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1741546.875000 Penalty: 4805.648926
	Iteration 67Q: 3 clusters Score -1741547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1741548.750000 Penalty: 4805.648926
	Iteration 68Q: 3 clusters Score -1741549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1741552.125000 Penalty: 4805.648926
	Iteration 69Q: 3 clusters Score -1741552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1741554.625000 Penalty: 4805.648926
	Iteration 70Q: 3 clusters Score -1741555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1741560.750000 Penalty: 4805.648926
	Iteration 71Q: 3 clusters Score -1741561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1741561.375000 Penalty: 4805.648926
	Iteration 72Q: 3 clusters Score -1741561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1741562.750000 Penalty: 4805.648926
	Iteration 73Q: 3 clusters Score -1741563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1741560.000000 Penalty: 4805.648926
	Iteration 74Q: 3 clusters Score -1741560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1741562.125000 Penalty: 4805.648926
	Iteration 75Q: 3 clusters Score -1741562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1741562.750000 Penalty: 4805.648926
	Iteration 76Q: 3 clusters Score -1741563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1741562.875000 Penalty: 4805.648926
	Iteration 77Q: 3 clusters Score -1741563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1741564.375000 Penalty: 4805.648926
	Iteration 78Q: 3 clusters Score -1741564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1741563.375000 Penalty: 4805.648926
	Iteration 79Q: 3 clusters Score -1741563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1741572.625000 Penalty: 4805.648926
	Iteration 80F: 3 clusters Score -1741573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1741578.500000 Penalty: 4805.648926
	Iteration 81Q: 3 clusters Score -1741578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1741576.500000 Penalty: 4805.648926
	Iteration 82Q: 3 clusters Score -1741576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1741578.500000 Penalty: 4805.648926
	Iteration 83Q: 3 clusters Score -1741578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1741578.875000 Penalty: 4805.648926
	Iteration 84Q: 3 clusters Score -1741579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1741580.500000 Penalty: 4805.648926
	Iteration 85Q: 3 clusters Score -1741580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1741581.250000 Penalty: 4805.648926
	Iteration 86Q: 3 clusters Score -1741581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1741578.875000 Penalty: 4805.648926
	Iteration 87Q: 3 clusters Score -1741579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1741578.750000 Penalty: 4805.648926
	Iteration 88Q: 3 clusters Score -1741579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1741578.750000 Penalty: 4805.648926
	Iteration 89Q: 3 clusters Score -1741579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1741579.750000 Penalty: 4805.648926
	Iteration 90Q: 3 clusters Score -1741580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1741579.750000 Penalty: 4805.648926
	Iteration 91F: 3 clusters Score -1741580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Entering Unmasked Estep 
Score: -16248575.000000 Penalty: 2959.024414
	Iteration 0F: 2 clusters Score -1.624858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -16146633.000000 Penalty: 5918.048828
	Iteration 0F: 3 clusters Score -1.614663e+07 nChanged 72896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -16188935.000000 Penalty: 5918.048828
	Iteration 1F: 3 clusters Score -1.618894e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -16190076.000000 Penalty: 5918.048828
	Iteration 2Q: 3 clusters Score -1.619008e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -16191556.000000 Penalty: 5918.048828
	Iteration 3Q: 3 clusters Score -1.619156e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -16193425.000000 Penalty: 5918.048828
	Iteration 4Q: 3 clusters Score -1.619342e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -16196247.000000 Penalty: 5918.048828
	Iteration 5Q: 3 clusters Score -1.619625e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -16199902.000000 Penalty: 5918.048828
	Iteration 6Q: 3 clusters Score -1.61999e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -16204422.000000 Penalty: 5918.048828
	Iteration 7F: 3 clusters Score -1.620442e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -16209781.000000 Penalty: 5918.048828
	Iteration 8F: 3 clusters Score -1.620978e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -16216108.000000 Penalty: 5918.048828
	Iteration 9F: 3 clusters Score -1.621611e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -16221915.000000 Penalty: 5918.048828
	Iteration 10F: 3 clusters Score -1.622192e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -16227260.000000 Penalty: 5918.048828
	Iteration 11F: 3 clusters Score -1.622726e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114760 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -16231431.000000 Penalty: 5918.048828
	Iteration 12Q: 3 clusters Score -1.623143e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -16234289.000000 Penalty: 5918.048828
	Iteration 13Q: 3 clusters Score -1.623429e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -16236601.000000 Penalty: 5918.048828
	Iteration 14Q: 3 clusters Score -1.62366e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -16238471.000000 Penalty: 5918.048828
	Iteration 15Q: 3 clusters Score -1.623847e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -16239990.000000 Penalty: 5918.048828
	Iteration 16Q: 3 clusters Score -1.623999e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -16241205.000000 Penalty: 5918.048828
	Iteration 17Q: 3 clusters Score -1.62412e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132981 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -16242259.000000 Penalty: 5918.048828
	Iteration 18Q: 3 clusters Score -1.624226e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134833 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -16243161.000000 Penalty: 5918.048828
	Iteration 19Q: 3 clusters Score -1.624316e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136433 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -16243885.000000 Penalty: 5918.048828
	Iteration 20F: 3 clusters Score -1.624388e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137862 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -16244525.000000 Penalty: 5918.048828
	Iteration 21Q: 3 clusters Score -1.624452e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -16245040.000000 Penalty: 5918.048828
	Iteration 22Q: 3 clusters Score -1.624504e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -16245372.000000 Penalty: 5918.048828
	Iteration 23Q: 3 clusters Score -1.624537e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -16245775.000000 Penalty: 5918.048828
	Iteration 24Q: 3 clusters Score -1.624578e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142151 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -16246067.000000 Penalty: 5918.048828
	Iteration 25Q: 3 clusters Score -1.624607e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -16246319.000000 Penalty: 5918.048828
	Iteration 26Q: 3 clusters Score -1.624632e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -16246464.000000 Penalty: 5918.048828
	Iteration 27Q: 3 clusters Score -1.624646e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -16246577.000000 Penalty: 5918.048828
	Iteration 28Q: 3 clusters Score -1.624658e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -16246785.000000 Penalty: 5918.048828
	Iteration 29Q: 3 clusters Score -1.624678e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -16246924.000000 Penalty: 5918.048828
	Iteration 30Q: 3 clusters Score -1.624692e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -16247022.000000 Penalty: 5918.048828
	Iteration 31Q: 3 clusters Score -1.624702e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -16247081.000000 Penalty: 5918.048828
	Iteration 32Q: 3 clusters Score -1.624708e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -16247141.000000 Penalty: 5918.048828
	Iteration 33Q: 3 clusters Score -1.624714e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -16247211.000000 Penalty: 5918.048828
	Iteration 34Q: 3 clusters Score -1.624721e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146505 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -16247187.000000 Penalty: 5918.048828
	Iteration 35Q: 3 clusters Score -1.624719e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -16247223.000000 Penalty: 5918.048828
	Iteration 36Q: 3 clusters Score -1.624722e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146877 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -16247237.000000 Penalty: 5918.048828
	Iteration 37Q: 3 clusters Score -1.624724e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -16247278.000000 Penalty: 5918.048828
	Iteration 38Q: 3 clusters Score -1.624728e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -16247316.000000 Penalty: 5918.048828
	Iteration 39Q: 3 clusters Score -1.624732e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -16247284.000000 Penalty: 5918.048828
	Iteration 40F: 3 clusters Score -1.624728e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147326 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -16247267.000000 Penalty: 5918.048828
	Iteration 41Q: 3 clusters Score -1.624727e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -16247298.000000 Penalty: 5918.048828
	Iteration 42Q: 3 clusters Score -1.62473e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -16247307.000000 Penalty: 5918.048828
	Iteration 43Q: 3 clusters Score -1.624731e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -16247311.000000 Penalty: 5918.048828
	Iteration 44Q: 3 clusters Score -1.624731e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -16247326.000000 Penalty: 5918.048828
	Iteration 45Q: 3 clusters Score -1.624733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147743 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -16247372.000000 Penalty: 5918.048828
	Iteration 46Q: 3 clusters Score -1.624737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147794 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -16247388.000000 Penalty: 5918.048828
	Iteration 47Q: 3 clusters Score -1.624739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147839 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -16247384.000000 Penalty: 5918.048828
	Iteration 48Q: 3 clusters Score -1.624738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -16247357.000000 Penalty: 5918.048828
	Iteration 49Q: 3 clusters Score -1.624736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -16247351.000000 Penalty: 5918.048828
	Iteration 50Q: 3 clusters Score -1.624735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -16247363.000000 Penalty: 5918.048828
	Iteration 51Q: 3 clusters Score -1.624736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -16247373.000000 Penalty: 5918.048828
	Iteration 52Q: 3 clusters Score -1.624737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -16247387.000000 Penalty: 5918.048828
	Iteration 53Q: 3 clusters Score -1.624739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -16247383.000000 Penalty: 5918.048828
	Iteration 54Q: 3 clusters Score -1.624738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148055 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -16247396.000000 Penalty: 5918.048828
	Iteration 55Q: 3 clusters Score -1.62474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -16247371.000000 Penalty: 5918.048828
	Iteration 56Q: 3 clusters Score -1.624737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -16247385.000000 Penalty: 5918.048828
	Iteration 57Q: 3 clusters Score -1.624738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148154 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -16247383.000000 Penalty: 5918.048828
	Iteration 58Q: 3 clusters Score -1.624738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -16247392.000000 Penalty: 5918.048828
	Iteration 59Q: 3 clusters Score -1.624739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -16247395.000000 Penalty: 5918.048828
	Iteration 60F: 3 clusters Score -1.62474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -16247390.000000 Penalty: 5918.048828
	Iteration 61Q: 3 clusters Score -1.624739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148250 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -16247393.000000 Penalty: 5918.048828
	Iteration 62Q: 3 clusters Score -1.624739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -16247405.000000 Penalty: 5918.048828
	Iteration 63Q: 3 clusters Score -1.62474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -16247397.000000 Penalty: 5918.048828
	Iteration 64Q: 3 clusters Score -1.62474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148281 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -16247405.000000 Penalty: 5918.048828
	Iteration 65Q: 3 clusters Score -1.62474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -16247407.000000 Penalty: 5918.048828
	Iteration 66Q: 3 clusters Score -1.624741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148289 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -16247414.000000 Penalty: 5918.048828
	Iteration 67Q: 3 clusters Score -1.624741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -16247419.000000 Penalty: 5918.048828
	Iteration 68Q: 3 clusters Score -1.624742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -16247414.000000 Penalty: 5918.048828
	Iteration 69Q: 3 clusters Score -1.624741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148295 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -16247412.000000 Penalty: 5918.048828
	Iteration 70Q: 3 clusters Score -1.624741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -16247414.000000 Penalty: 5918.048828
	Iteration 71Q: 3 clusters Score -1.624741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148300 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -16247408.000000 Penalty: 5918.048828
	Iteration 72Q: 3 clusters Score -1.624741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148300 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -16247408.000000 Penalty: 5918.048828
	Iteration 73F: 3 clusters Score -1.624741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Entering Unmasked Estep 
Score: -1513943.625000 Penalty: 2375.764404
	Iteration 0F: 2 clusters Score -1513944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1503388.375000 Penalty: 4751.528809
	Iteration 0F: 3 clusters Score -1503388 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1506724.250000 Penalty: 4751.528809
	Iteration 1F: 3 clusters Score -1506724 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1507089.375000 Penalty: 4751.528809
	Iteration 2F: 3 clusters Score -1507089 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1507424.750000 Penalty: 4751.528809
	Iteration 3F: 3 clusters Score -1507425 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1507753.375000 Penalty: 4751.528809
	Iteration 4Q: 3 clusters Score -1507753 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1508074.125000 Penalty: 4751.528809
	Iteration 5Q: 3 clusters Score -1508074 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1508406.625000 Penalty: 4751.528809
	Iteration 6Q: 3 clusters Score -1508407 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1508759.500000 Penalty: 4751.528809
	Iteration 7Q: 3 clusters Score -1508760 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1509104.125000 Penalty: 4751.528809
	Iteration 8Q: 3 clusters Score -1509104 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1509411.500000 Penalty: 4751.528809
	Iteration 9Q: 3 clusters Score -1509412 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1509711.375000 Penalty: 4751.528809
	Iteration 10Q: 3 clusters Score -1509711 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1509949.875000 Penalty: 4751.528809
	Iteration 11Q: 3 clusters Score -1509950 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1510157.250000 Penalty: 4751.528809
	Iteration 12Q: 3 clusters Score -1510157 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1510326.000000 Penalty: 4751.528809
	Iteration 13Q: 3 clusters Score -1510326 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1510466.125000 Penalty: 4751.528809
	Iteration 14Q: 3 clusters Score -1510466 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1510567.625000 Penalty: 4751.528809
	Iteration 15Q: 3 clusters Score -1510568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1510666.500000 Penalty: 4751.528809
	Iteration 16Q: 3 clusters Score -1510666 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1510772.750000 Penalty: 4751.528809
	Iteration 17Q: 3 clusters Score -1510773 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1510894.125000 Penalty: 4751.528809
	Iteration 18Q: 3 clusters Score -1510894 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1510993.500000 Penalty: 4751.528809
	Iteration 19Q: 3 clusters Score -1510994 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1511085.125000 Penalty: 4751.528809
	Iteration 20F: 3 clusters Score -1511085 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1511167.625000 Penalty: 4751.528809
	Iteration 21Q: 3 clusters Score -1511168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1511228.625000 Penalty: 4751.528809
	Iteration 22Q: 3 clusters Score -1511229 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1511291.500000 Penalty: 4751.528809
	Iteration 23Q: 3 clusters Score -1511292 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1511342.000000 Penalty: 4751.528809
	Iteration 24Q: 3 clusters Score -1511342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1511395.250000 Penalty: 4751.528809
	Iteration 25Q: 3 clusters Score -1511395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1511436.000000 Penalty: 4751.528809
	Iteration 26Q: 3 clusters Score -1511436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1511472.625000 Penalty: 4751.528809
	Iteration 27Q: 3 clusters Score -1511473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1511505.500000 Penalty: 4751.528809
	Iteration 28Q: 3 clusters Score -1511506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1511531.625000 Penalty: 4751.528809
	Iteration 29Q: 3 clusters Score -1511532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1511562.625000 Penalty: 4751.528809
	Iteration 30Q: 3 clusters Score -1511563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1511587.625000 Penalty: 4751.528809
	Iteration 31Q: 3 clusters Score -1511588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1511603.250000 Penalty: 4751.528809
	Iteration 32Q: 3 clusters Score -1511603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1511621.125000 Penalty: 4751.528809
	Iteration 33Q: 3 clusters Score -1511621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1511631.250000 Penalty: 4751.528809
	Iteration 34Q: 3 clusters Score -1511631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1511640.250000 Penalty: 4751.528809
	Iteration 35Q: 3 clusters Score -1511640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1511657.250000 Penalty: 4751.528809
	Iteration 36Q: 3 clusters Score -1511657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1511670.625000 Penalty: 4751.528809
	Iteration 37Q: 3 clusters Score -1511671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1511685.500000 Penalty: 4751.528809
	Iteration 38Q: 3 clusters Score -1511686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1511691.125000 Penalty: 4751.528809
	Iteration 39Q: 3 clusters Score -1511691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1511697.125000 Penalty: 4751.528809
	Iteration 40F: 3 clusters Score -1511697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1511704.500000 Penalty: 4751.528809
	Iteration 41Q: 3 clusters Score -1511704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1511705.750000 Penalty: 4751.528809
	Iteration 42Q: 3 clusters Score -1511706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1511711.250000 Penalty: 4751.528809
	Iteration 43Q: 3 clusters Score -1511711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1511719.000000 Penalty: 4751.528809
	Iteration 44Q: 3 clusters Score -1511719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1511727.625000 Penalty: 4751.528809
	Iteration 45Q: 3 clusters Score -1511728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1511733.750000 Penalty: 4751.528809
	Iteration 46Q: 3 clusters Score -1511734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1511738.500000 Penalty: 4751.528809
	Iteration 47Q: 3 clusters Score -1511738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1511746.250000 Penalty: 4751.528809
	Iteration 48Q: 3 clusters Score -1511746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1511749.250000 Penalty: 4751.528809
	Iteration 49Q: 3 clusters Score -1511749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1511753.875000 Penalty: 4751.528809
	Iteration 50Q: 3 clusters Score -1511754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1511759.500000 Penalty: 4751.528809
	Iteration 51Q: 3 clusters Score -1511760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1511764.000000 Penalty: 4751.528809
	Iteration 52Q: 3 clusters Score -1511764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1511766.375000 Penalty: 4751.528809
	Iteration 53Q: 3 clusters Score -1511766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1511770.250000 Penalty: 4751.528809
	Iteration 54Q: 3 clusters Score -1511770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1511775.125000 Penalty: 4751.528809
	Iteration 55Q: 3 clusters Score -1511775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1511775.750000 Penalty: 4751.528809
	Iteration 56Q: 3 clusters Score -1511776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1511776.625000 Penalty: 4751.528809
	Iteration 57Q: 3 clusters Score -1511777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1511775.250000 Penalty: 4751.528809
	Iteration 58Q: 3 clusters Score -1511775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1511780.625000 Penalty: 4751.528809
	Iteration 59Q: 3 clusters Score -1511781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1511783.000000 Penalty: 4751.528809
	Iteration 60F: 3 clusters Score -1511783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1511783.375000 Penalty: 4751.528809
	Iteration 61Q: 3 clusters Score -1511783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1511783.250000 Penalty: 4751.528809
	Iteration 62Q: 3 clusters Score -1511783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1511784.500000 Penalty: 4751.528809
	Iteration 63Q: 3 clusters Score -1511784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1511787.250000 Penalty: 4751.528809
	Iteration 64Q: 3 clusters Score -1511787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1511785.625000 Penalty: 4751.528809
	Iteration 65Q: 3 clusters Score -1511786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1511785.375000 Penalty: 4751.528809
	Iteration 66Q: 3 clusters Score -1511785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1511788.500000 Penalty: 4751.528809
	Iteration 67Q: 3 clusters Score -1511788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1511791.125000 Penalty: 4751.528809
	Iteration 68Q: 3 clusters Score -1511791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1511792.250000 Penalty: 4751.528809
	Iteration 69Q: 3 clusters Score -1511792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1511799.250000 Penalty: 4751.528809
	Iteration 70Q: 3 clusters Score -1511799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1511807.250000 Penalty: 4751.528809
	Iteration 71Q: 3 clusters Score -1511807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1511806.250000 Penalty: 4751.528809
	Iteration 72Q: 3 clusters Score -1511806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1511806.375000 Penalty: 4751.528809
	Iteration 73Q: 3 clusters Score -1511806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1511810.250000 Penalty: 4751.528809
	Iteration 74Q: 3 clusters Score -1511810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1511812.625000 Penalty: 4751.528809
	Iteration 75Q: 3 clusters Score -1511813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1511816.000000 Penalty: 4751.528809
	Iteration 76Q: 3 clusters Score -1511816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1511820.500000 Penalty: 4751.528809
	Iteration 77Q: 3 clusters Score -1511820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1511821.125000 Penalty: 4751.528809
	Iteration 78Q: 3 clusters Score -1511821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1511824.750000 Penalty: 4751.528809
	Iteration 79Q: 3 clusters Score -1511825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1511828.875000 Penalty: 4751.528809
	Iteration 80F: 3 clusters Score -1511829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1511828.250000 Penalty: 4751.528809
	Iteration 81Q: 3 clusters Score -1511828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1511831.000000 Penalty: 4751.528809
	Iteration 82Q: 3 clusters Score -1511831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1511837.000000 Penalty: 4751.528809
	Iteration 83Q: 3 clusters Score -1511837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1511838.125000 Penalty: 4751.528809
	Iteration 84Q: 3 clusters Score -1511838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1511836.750000 Penalty: 4751.528809
	Iteration 85Q: 3 clusters Score -1511837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1511839.125000 Penalty: 4751.528809
	Iteration 86Q: 3 clusters Score -1511839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1511841.375000 Penalty: 4751.528809
	Iteration 87Q: 3 clusters Score -1511841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1511840.125000 Penalty: 4751.528809
	Iteration 88Q: 3 clusters Score -1511840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1511837.875000 Penalty: 4751.528809
	Iteration 89Q: 3 clusters Score -1511838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1511837.875000 Penalty: 4751.528809
	Iteration 90F: 3 clusters Score -1511838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Entering Unmasked Estep 
Score: -6287689.500000 Penalty: 2733.492432
	Iteration 0F: 2 clusters Score -6287690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -6246592.000000 Penalty: 5466.984863
	Iteration 0F: 3 clusters Score -6246592 nChanged 28386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -6262057.000000 Penalty: 5466.984863
	Iteration 1F: 3 clusters Score -6262057 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -6262521.000000 Penalty: 5466.984863
	Iteration 2Q: 3 clusters Score -6262521 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -6262963.500000 Penalty: 5466.984863
	Iteration 3Q: 3 clusters Score -6262964 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -6263398.000000 Penalty: 5466.984863
	Iteration 4Q: 3 clusters Score -6263398 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -6263960.500000 Penalty: 5466.984863
	Iteration 5Q: 3 clusters Score -6263960 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -6264612.000000 Penalty: 5466.984863
	Iteration 6Q: 3 clusters Score -6264612 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6265803.000000 Penalty: 5466.984863
	Iteration 7Q: 3 clusters Score -6265803 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -6267870.000000 Penalty: 5466.984863
	Iteration 8F: 3 clusters Score -6267870 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -6271292.500000 Penalty: 5466.984863
	Iteration 9F: 3 clusters Score -6271292 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -6276125.500000 Penalty: 5466.984863
	Iteration 10F: 3 clusters Score -6276126 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -6280901.500000 Penalty: 5466.984863
	Iteration 11F: 3 clusters Score -6280902 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6283685.500000 Penalty: 5466.984863
	Iteration 12Q: 3 clusters Score -6283686 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6284793.000000 Penalty: 5466.984863
	Iteration 13Q: 3 clusters Score -6284793 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6285125.500000 Penalty: 5466.984863
	Iteration 14Q: 3 clusters Score -6285126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6285246.000000 Penalty: 5466.984863
	Iteration 15Q: 3 clusters Score -6285246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6285287.000000 Penalty: 5466.984863
	Iteration 16Q: 3 clusters Score -6285287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6285321.500000 Penalty: 5466.984863
	Iteration 17Q: 3 clusters Score -6285322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6285329.000000 Penalty: 5466.984863
	Iteration 18Q: 3 clusters Score -6285329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6285343.000000 Penalty: 5466.984863
	Iteration 19Q: 3 clusters Score -6285343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6285342.500000 Penalty: 5466.984863
	Iteration 20F: 3 clusters Score -6285342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6285341.000000 Penalty: 5466.984863
	Iteration 21Q: 3 clusters Score -6285341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6285344.500000 Penalty: 5466.984863
	Iteration 22Q: 3 clusters Score -6285344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6285348.000000 Penalty: 5466.984863
	Iteration 23Q: 3 clusters Score -6285348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6285349.000000 Penalty: 5466.984863
	Iteration 24Q: 3 clusters Score -6285349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6285353.000000 Penalty: 5466.984863
	Iteration 25Q: 3 clusters Score -6285353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6285353.000000 Penalty: 5466.984863
	Iteration 26F: 3 clusters Score -6285353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -251280.562500 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -251280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -248372.109375 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -248372.1 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -249049.968750 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -249050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249211.796875 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -249211.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -249295.953125 Penalty: 3885.465576
	Iteration 3Q: 3 clusters Score -249296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -249354.484375 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -249354.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -249404.812500 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -249404.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -249448.484375 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -249448.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -249493.296875 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -249493.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -249526.406250 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -249526.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -249558.000000 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -249558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -249597.531250 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -249597.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -249635.343750 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -249635.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -249673.453125 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -249673.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -249711.671875 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -249711.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -249750.437500 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -249750.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -249777.187500 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -249777.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -249809.562500 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -249809.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -249851.062500 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -249851.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -249885.671875 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -249885.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -249918.546875 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -249918.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -249954.531250 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -249954.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -249979.468750 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -249979.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -249997.281250 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -249997.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -250007.609375 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -250007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -250015.531250 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -250015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -250025.843750 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -250025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -250031.953125 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -250032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -250038.296875 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -250038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -250048.453125 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -250048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -250053.890625 Penalty: 3885.465576
	Iteration 29Q: 3 clusters Score -250053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -250062.281250 Penalty: 3885.465576
	Iteration 30Q: 3 clusters Score -250062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -250069.812500 Penalty: 3885.465576
	Iteration 31Q: 3 clusters Score -250069.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -250075.078125 Penalty: 3885.465576
	Iteration 32Q: 3 clusters Score -250075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -250081.640625 Penalty: 3885.465576
	Iteration 33Q: 3 clusters Score -250081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -250092.093750 Penalty: 3885.465576
	Iteration 34Q: 3 clusters Score -250092.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -250105.015625 Penalty: 3885.465576
	Iteration 35Q: 3 clusters Score -250105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -250116.750000 Penalty: 3885.465576
	Iteration 36Q: 3 clusters Score -250116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -250125.218750 Penalty: 3885.465576
	Iteration 37Q: 3 clusters Score -250125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -250129.859375 Penalty: 3885.465576
	Iteration 38Q: 3 clusters Score -250129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -250136.281250 Penalty: 3885.465576
	Iteration 39Q: 3 clusters Score -250136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -250143.156250 Penalty: 3885.465576
	Iteration 40F: 3 clusters Score -250143.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -250152.187500 Penalty: 3885.465576
	Iteration 41Q: 3 clusters Score -250152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -250165.609375 Penalty: 3885.465576
	Iteration 42Q: 3 clusters Score -250165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -250174.906250 Penalty: 3885.465576
	Iteration 43Q: 3 clusters Score -250174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -250185.375000 Penalty: 3885.465576
	Iteration 44Q: 3 clusters Score -250185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -250191.875000 Penalty: 3885.465576
	Iteration 45Q: 3 clusters Score -250191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -250198.000000 Penalty: 3885.465576
	Iteration 46Q: 3 clusters Score -250198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -250204.562500 Penalty: 3885.465576
	Iteration 47Q: 3 clusters Score -250204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -250209.421875 Penalty: 3885.465576
	Iteration 48Q: 3 clusters Score -250209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -250215.000000 Penalty: 3885.465576
	Iteration 49Q: 3 clusters Score -250215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -250218.453125 Penalty: 3885.465576
	Iteration 50Q: 3 clusters Score -250218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -250226.375000 Penalty: 3885.465576
	Iteration 51Q: 3 clusters Score -250226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -250228.359375 Penalty: 3885.465576
	Iteration 52Q: 3 clusters Score -250228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -250231.062500 Penalty: 3885.465576
	Iteration 53Q: 3 clusters Score -250231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -250231.562500 Penalty: 3885.465576
	Iteration 54Q: 3 clusters Score -250231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -250232.937500 Penalty: 3885.465576
	Iteration 55Q: 3 clusters Score -250232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -250233.375000 Penalty: 3885.465576
	Iteration 56Q: 3 clusters Score -250233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -250233.375000 Penalty: 3885.465576
	Iteration 57F: 3 clusters Score -250233.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (341539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341539 members 
Entering Unmasked Estep 
Score: -36231392.000000 Penalty: 3159.822021
	Iteration 0F: 2 clusters Score -3.623139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171164 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -36010220.000000 Penalty: 6319.644043
	Iteration 0F: 3 clusters Score -3.601022e+07 nChanged 165673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176111 members 
Mstep: Class 2 contains 165428 members 
Entering Unmasked Estep 
Score: -36107920.000000 Penalty: 6319.644043
	Iteration 1F: 3 clusters Score -3.610792e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 162393 members 
Entering Unmasked Estep 
Score: -36109416.000000 Penalty: 6319.644043
	Iteration 2Q: 3 clusters Score -3.610942e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -36111128.000000 Penalty: 6319.644043
	Iteration 3Q: 3 clusters Score -3.611113e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191827 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -36113684.000000 Penalty: 6319.644043
	Iteration 4Q: 3 clusters Score -3.611368e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203695 members 
Mstep: Class 2 contains 137844 members 
Entering Unmasked Estep 
Score: -36118724.000000 Penalty: 6319.644043
	Iteration 5Q: 3 clusters Score -3.611872e+07 nChanged 17944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221275 members 
Mstep: Class 2 contains 120264 members 
Entering Unmasked Estep 
Score: -36128084.000000 Penalty: 6319.644043
	Iteration 6F: 3 clusters Score -3.612808e+07 nChanged 23999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245226 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -36144680.000000 Penalty: 6319.644043
	Iteration 7F: 3 clusters Score -3.614468e+07 nChanged 28490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273704 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -36168360.000000 Penalty: 6319.644043
	Iteration 8F: 3 clusters Score -3.616836e+07 nChanged 27675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301377 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -36194308.000000 Penalty: 6319.644043
	Iteration 9F: 3 clusters Score -3.619431e+07 nChanged 20385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321762 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -36213928.000000 Penalty: 6319.644043
	Iteration 10F: 3 clusters Score -3.621393e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333327 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -36222812.000000 Penalty: 6319.644043
	Iteration 11Q: 3 clusters Score -3.622281e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338278 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -36226368.000000 Penalty: 6319.644043
	Iteration 12Q: 3 clusters Score -3.622637e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340126 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -36227580.000000 Penalty: 6319.644043
	Iteration 13Q: 3 clusters Score -3.622758e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340741 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -36228108.000000 Penalty: 6319.644043
	Iteration 14Q: 3 clusters Score -3.622811e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340969 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -36228316.000000 Penalty: 6319.644043
	Iteration 15Q: 3 clusters Score -3.622832e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341048 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -36228416.000000 Penalty: 6319.644043
	Iteration 16Q: 3 clusters Score -3.622842e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341089 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36228472.000000 Penalty: 6319.644043
	Iteration 17Q: 3 clusters Score -3.622847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341117 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -36228524.000000 Penalty: 6319.644043
	Iteration 18Q: 3 clusters Score -3.622852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341133 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36228572.000000 Penalty: 6319.644043
	Iteration 19Q: 3 clusters Score -3.622857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36228568.000000 Penalty: 6319.644043
	Iteration 20F: 3 clusters Score -3.622857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341152 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36228572.000000 Penalty: 6319.644043
	Iteration 21Q: 3 clusters Score -3.622857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341157 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36228604.000000 Penalty: 6319.644043
	Iteration 22Q: 3 clusters Score -3.62286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341166 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36228604.000000 Penalty: 6319.644043
	Iteration 23Q: 3 clusters Score -3.62286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341174 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36228616.000000 Penalty: 6319.644043
	Iteration 24Q: 3 clusters Score -3.622862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341181 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36228628.000000 Penalty: 6319.644043
	Iteration 25Q: 3 clusters Score -3.622863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341182 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36228628.000000 Penalty: 6319.644043
	Iteration 26Q: 3 clusters Score -3.622863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341182 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36228624.000000 Penalty: 6319.644043
	Iteration 27Q: 3 clusters Score -3.622862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341182 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36228624.000000 Penalty: 6319.644043
	Iteration 28F: 3 clusters Score -3.622862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -57132.500000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -57132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55472.421875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -55472.42 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55735.585938 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -55735.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55819.343750 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -55819.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55885.101562 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -55885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55942.640625 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -55942.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56012.554688 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -56012.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56057.914062 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -56057.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56111.777344 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -56111.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56167.382812 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -56167.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56190.226562 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -56190.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56209.917969 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -56209.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56226.335938 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -56226.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56239.066406 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -56239.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56249.750000 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -56249.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56266.210938 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -56266.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56285.800781 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -56285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56303.390625 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -56303.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56317.007812 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -56317.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56333.191406 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -56333.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56350.238281 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -56350.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56355.582031 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -56355.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56362.117188 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -56362.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56365.773438 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -56365.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56365.773438 Penalty: 3219.398926
	Iteration 23F: 3 clusters Score -56365.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -41895.980469 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -41895.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40372.703125 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -40372.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40554.039062 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -40554.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40637.695312 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -40637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40689.605469 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -40689.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40726.468750 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -40726.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40733.554688 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -40733.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40744.394531 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -40744.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40746.101562 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -40746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40746.101562 Penalty: 3082.445557
	Iteration 8F: 3 clusters Score -40746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (339645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339645 members 
Entering Unmasked Estep 
Score: -36145588.000000 Penalty: 3158.442627
	Iteration 0F: 2 clusters Score -3.614559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169465 members 
Mstep: Class 2 contains 170180 members 
Entering Unmasked Estep 
Score: -35926356.000000 Penalty: 6316.885254
	Iteration 0F: 3 clusters Score -3.592636e+07 nChanged 165019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 179449 members 
Entering Unmasked Estep 
Score: -36023920.000000 Penalty: 6316.885254
	Iteration 1F: 3 clusters Score -3.602392e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -36025956.000000 Penalty: 6316.885254
	Iteration 2Q: 3 clusters Score -3.602596e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 194483 members 
Entering Unmasked Estep 
Score: -36028896.000000 Penalty: 6316.885254
	Iteration 3Q: 3 clusters Score -3.60289e+07 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 207818 members 
Entering Unmasked Estep 
Score: -36034548.000000 Penalty: 6316.885254
	Iteration 4Q: 3 clusters Score -3.603455e+07 nChanged 19560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113025 members 
Mstep: Class 2 contains 226620 members 
Entering Unmasked Estep 
Score: -36044452.000000 Penalty: 6316.885254
	Iteration 5F: 3 clusters Score -3.604445e+07 nChanged 24805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 251131 members 
Entering Unmasked Estep 
Score: -36061528.000000 Penalty: 6316.885254
	Iteration 6F: 3 clusters Score -3.606153e+07 nChanged 27864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 278903 members 
Entering Unmasked Estep 
Score: -36084876.000000 Penalty: 6316.885254
	Iteration 7F: 3 clusters Score -3.608488e+07 nChanged 25499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 304380 members 
Entering Unmasked Estep 
Score: -36109588.000000 Penalty: 6316.885254
	Iteration 8F: 3 clusters Score -3.610959e+07 nChanged 17874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 322252 members 
Entering Unmasked Estep 
Score: -36127996.000000 Penalty: 6316.885254
	Iteration 9F: 3 clusters Score -3.6128e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 331814 members 
Entering Unmasked Estep 
Score: -36136064.000000 Penalty: 6316.885254
	Iteration 10Q: 3 clusters Score -3.613606e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 336022 members 
Entering Unmasked Estep 
Score: -36139732.000000 Penalty: 6316.885254
	Iteration 11Q: 3 clusters Score -3.613973e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 337813 members 
Entering Unmasked Estep 
Score: -36141208.000000 Penalty: 6316.885254
	Iteration 12Q: 3 clusters Score -3.614121e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 338532 members 
Entering Unmasked Estep 
Score: -36141956.000000 Penalty: 6316.885254
	Iteration 13Q: 3 clusters Score -3.614196e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 338827 members 
Entering Unmasked Estep 
Score: -36142284.000000 Penalty: 6316.885254
	Iteration 14Q: 3 clusters Score -3.614228e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 338951 members 
Entering Unmasked Estep 
Score: -36142452.000000 Penalty: 6316.885254
	Iteration 15Q: 3 clusters Score -3.614245e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 339025 members 
Entering Unmasked Estep 
Score: -36142548.000000 Penalty: 6316.885254
	Iteration 16Q: 3 clusters Score -3.614255e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 339071 members 
Entering Unmasked Estep 
Score: -36142656.000000 Penalty: 6316.885254
	Iteration 17Q: 3 clusters Score -3.614266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 339108 members 
Entering Unmasked Estep 
Score: -36142692.000000 Penalty: 6316.885254
	Iteration 18Q: 3 clusters Score -3.614269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 339127 members 
Entering Unmasked Estep 
Score: -36142736.000000 Penalty: 6316.885254
	Iteration 19Q: 3 clusters Score -3.614274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 339143 members 
Entering Unmasked Estep 
Score: -36142760.000000 Penalty: 6316.885254
	Iteration 20F: 3 clusters Score -3.614276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 339151 members 
Entering Unmasked Estep 
Score: -36142792.000000 Penalty: 6316.885254
	Iteration 21Q: 3 clusters Score -3.614279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 339167 members 
Entering Unmasked Estep 
Score: -36142804.000000 Penalty: 6316.885254
	Iteration 22Q: 3 clusters Score -3.61428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 339176 members 
Entering Unmasked Estep 
Score: -36142812.000000 Penalty: 6316.885254
	Iteration 23Q: 3 clusters Score -3.614281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 339188 members 
Entering Unmasked Estep 
Score: -36142844.000000 Penalty: 6316.885254
	Iteration 24Q: 3 clusters Score -3.614284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339198 members 
Entering Unmasked Estep 
Score: -36142832.000000 Penalty: 6316.885254
	Iteration 25Q: 3 clusters Score -3.614283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 339203 members 
Entering Unmasked Estep 
Score: -36142856.000000 Penalty: 6316.885254
	Iteration 26Q: 3 clusters Score -3.614286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339202 members 
Entering Unmasked Estep 
Score: -36142836.000000 Penalty: 6316.885254
	Iteration 27Q: 3 clusters Score -3.614284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 339203 members 
Entering Unmasked Estep 
Score: -36142856.000000 Penalty: 6316.885254
	Iteration 28Q: 3 clusters Score -3.614286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339202 members 
Entering Unmasked Estep 
Score: -36142860.000000 Penalty: 6316.885254
	Iteration 29Q: 3 clusters Score -3.614286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339202 members 
Entering Unmasked Estep 
Score: -36142860.000000 Penalty: 6316.885254
	Iteration 30Q: 3 clusters Score -3.614286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 339205 members 
Entering Unmasked Estep 
Score: -36142860.000000 Penalty: 6316.885254
	Iteration 31Q: 3 clusters Score -3.614286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339206 members 
Entering Unmasked Estep 
Score: -36142872.000000 Penalty: 6316.885254
	Iteration 32Q: 3 clusters Score -3.614287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339206 members 
Entering Unmasked Estep 
Score: -36142872.000000 Penalty: 6316.885254
	Iteration 33F: 3 clusters Score -3.614287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10457 members 
Mstep: Class 3 contains 225154 members 
Mstep: Class 4 contains 37208 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23545 members 
Mstep: Class 8 contains 24460 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37535 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 129255 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 55718 members 
Mstep: Class 18 contains 16136 members 
Mstep: Class 19 contains 151987 members 
Mstep: Class 20 contains 14468 members 
Mstep: Class 21 contains 61215 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 341539 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423472.000000 Penalty: 91801.890625
Iteration 279Q: 27 clusters Score -1.584235e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10490 members 
Mstep: Class 3 contains 225481 members 
Mstep: Class 4 contains 37204 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23536 members 
Mstep: Class 8 contains 24453 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37515 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 129274 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 55729 members 
Mstep: Class 18 contains 16122 members 
Mstep: Class 19 contains 151614 members 
Mstep: Class 20 contains 14457 members 
Mstep: Class 21 contains 61230 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 341611 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423120.000000 Penalty: 91801.890625
Iteration 280F: 27 clusters Score -1.584231e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 225770 members 
Mstep: Class 4 contains 37198 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23521 members 
Mstep: Class 8 contains 24440 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37508 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 129289 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 55729 members 
Mstep: Class 18 contains 16114 members 
Mstep: Class 19 contains 151246 members 
Mstep: Class 20 contains 14460 members 
Mstep: Class 21 contains 61256 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 341641 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422880.000000 Penalty: 91801.890625
Iteration 281Q: 27 clusters Score -1.584229e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 226086 members 
Mstep: Class 4 contains 37183 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23509 members 
Mstep: Class 8 contains 24422 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37498 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 129307 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55737 members 
Mstep: Class 18 contains 16106 members 
Mstep: Class 19 contains 150884 members 
Mstep: Class 20 contains 14460 members 
Mstep: Class 21 contains 61271 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 341667 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423056.000000 Penalty: 91801.890625
Iteration 282Q: 27 clusters Score -1.584231e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10604 members 
Mstep: Class 3 contains 226376 members 
Mstep: Class 4 contains 37167 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23499 members 
Mstep: Class 8 contains 24404 members 
Mstep: Class 9 contains 6116 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37490 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 129298 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55739 members 
Mstep: Class 18 contains 16095 members 
Mstep: Class 19 contains 150525 members 
Mstep: Class 20 contains 14466 members 
Mstep: Class 21 contains 61288 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 341722 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423280.000000 Penalty: 91801.890625
Iteration 283Q: 27 clusters Score -1.584233e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10631 members 
Mstep: Class 3 contains 226663 members 
Mstep: Class 4 contains 37161 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23483 members 
Mstep: Class 8 contains 24388 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37482 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30710 members 
Mstep: Class 15 contains 129308 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55758 members 
Mstep: Class 18 contains 16092 members 
Mstep: Class 19 contains 150131 members 
Mstep: Class 20 contains 14484 members 
Mstep: Class 21 contains 61302 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 341766 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423360.000000 Penalty: 91801.890625
Iteration 284Q: 27 clusters Score -1.584234e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 226935 members 
Mstep: Class 4 contains 37159 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23466 members 
Mstep: Class 8 contains 24357 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37467 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129322 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55765 members 
Mstep: Class 18 contains 16088 members 
Mstep: Class 19 contains 149778 members 
Mstep: Class 20 contains 14500 members 
Mstep: Class 21 contains 61315 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 341807 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423648.000000 Penalty: 91801.890625
Iteration 285Q: 27 clusters Score -1.584236e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10688 members 
Mstep: Class 3 contains 227201 members 
Mstep: Class 4 contains 37165 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23453 members 
Mstep: Class 8 contains 24334 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37451 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 129345 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55778 members 
Mstep: Class 18 contains 16085 members 
Mstep: Class 19 contains 149444 members 
Mstep: Class 20 contains 14512 members 
Mstep: Class 21 contains 61332 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 341826 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423808.000000 Penalty: 91801.890625
Iteration 286Q: 27 clusters Score -1.584238e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 227438 members 
Mstep: Class 4 contains 37169 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23433 members 
Mstep: Class 8 contains 24314 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37443 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30707 members 
Mstep: Class 15 contains 129367 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55788 members 
Mstep: Class 18 contains 16078 members 
Mstep: Class 19 contains 149131 members 
Mstep: Class 20 contains 14516 members 
Mstep: Class 21 contains 61349 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 341858 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424032.000000 Penalty: 91801.890625
Iteration 287Q: 27 clusters Score -1.58424e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 227672 members 
Mstep: Class 4 contains 37171 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23423 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37442 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 129396 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55808 members 
Mstep: Class 18 contains 16074 members 
Mstep: Class 19 contains 148839 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 61368 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 341856 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424000.000000 Penalty: 91801.890625
Iteration 288Q: 27 clusters Score -1.58424e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10771 members 
Mstep: Class 3 contains 227882 members 
Mstep: Class 4 contains 37180 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23417 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37436 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30710 members 
Mstep: Class 15 contains 129418 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55817 members 
Mstep: Class 18 contains 16067 members 
Mstep: Class 19 contains 148570 members 
Mstep: Class 20 contains 14534 members 
Mstep: Class 21 contains 61377 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 341888 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423680.000000 Penalty: 91801.890625
Iteration 289Q: 27 clusters Score -1.584237e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10794 members 
Mstep: Class 3 contains 228092 members 
Mstep: Class 4 contains 37163 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23411 members 
Mstep: Class 8 contains 24254 members 
Mstep: Class 9 contains 6083 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37431 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 129432 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55840 members 
Mstep: Class 18 contains 16058 members 
Mstep: Class 19 contains 148304 members 
Mstep: Class 20 contains 14541 members 
Mstep: Class 21 contains 61393 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 341916 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423648.000000 Penalty: 91801.890625
Iteration 290Q: 27 clusters Score -1.584236e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10813 members 
Mstep: Class 3 contains 228289 members 
Mstep: Class 4 contains 37153 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23397 members 
Mstep: Class 8 contains 24237 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37434 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 129432 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55857 members 
Mstep: Class 18 contains 16048 members 
Mstep: Class 19 contains 148044 members 
Mstep: Class 20 contains 14545 members 
Mstep: Class 21 contains 61406 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 341970 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423904.000000 Penalty: 91801.890625
Iteration 291Q: 27 clusters Score -1.584239e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10834 members 
Mstep: Class 3 contains 228498 members 
Mstep: Class 4 contains 37140 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23393 members 
Mstep: Class 8 contains 24226 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37435 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 129423 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55865 members 
Mstep: Class 18 contains 16036 members 
Mstep: Class 19 contains 147762 members 
Mstep: Class 20 contains 14551 members 
Mstep: Class 21 contains 61421 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342041 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424240.000000 Penalty: 91801.890625
Iteration 292Q: 27 clusters Score -1.584242e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 228705 members 
Mstep: Class 4 contains 37125 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23393 members 
Mstep: Class 8 contains 24218 members 
Mstep: Class 9 contains 6066 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37430 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30717 members 
Mstep: Class 15 contains 129433 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 55870 members 
Mstep: Class 18 contains 16026 members 
Mstep: Class 19 contains 147479 members 
Mstep: Class 20 contains 14560 members 
Mstep: Class 21 contains 61433 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342140 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423952.000000 Penalty: 91801.890625
Iteration 293Q: 27 clusters Score -1.58424e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 228921 members 
Mstep: Class 4 contains 37112 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23384 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37427 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 129437 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55863 members 
Mstep: Class 18 contains 16023 members 
Mstep: Class 19 contains 147183 members 
Mstep: Class 20 contains 14566 members 
Mstep: Class 21 contains 61447 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342250 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423936.000000 Penalty: 91801.890625
Iteration 294Q: 27 clusters Score -1.584239e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 229129 members 
Mstep: Class 4 contains 37089 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23370 members 
Mstep: Class 8 contains 24193 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37414 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30710 members 
Mstep: Class 15 contains 129433 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55858 members 
Mstep: Class 18 contains 16025 members 
Mstep: Class 19 contains 146905 members 
Mstep: Class 20 contains 14571 members 
Mstep: Class 21 contains 61453 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342322 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424080.000000 Penalty: 91801.890625
Iteration 295Q: 27 clusters Score -1.584241e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10943 members 
Mstep: Class 3 contains 229335 members 
Mstep: Class 4 contains 37069 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23364 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37406 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129432 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55854 members 
Mstep: Class 18 contains 16022 members 
Mstep: Class 19 contains 146643 members 
Mstep: Class 20 contains 14568 members 
Mstep: Class 21 contains 61461 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 342391 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424064.000000 Penalty: 91801.890625
Iteration 296Q: 27 clusters Score -1.584241e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 229535 members 
Mstep: Class 4 contains 37060 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23361 members 
Mstep: Class 8 contains 24154 members 
Mstep: Class 9 contains 6049 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37393 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 129440 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55853 members 
Mstep: Class 18 contains 16018 members 
Mstep: Class 19 contains 146376 members 
Mstep: Class 20 contains 14565 members 
Mstep: Class 21 contains 61463 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 342418 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423984.000000 Penalty: 91801.890625
Iteration 297Q: 27 clusters Score -1.58424e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 229734 members 
Mstep: Class 4 contains 37047 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23344 members 
Mstep: Class 8 contains 24136 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37383 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 129459 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55855 members 
Mstep: Class 18 contains 16011 members 
Mstep: Class 19 contains 146084 members 
Mstep: Class 20 contains 14568 members 
Mstep: Class 21 contains 61469 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 342428 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424016.000000 Penalty: 91801.890625
Iteration 298Q: 27 clusters Score -1.58424e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 229950 members 
Mstep: Class 4 contains 37039 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23329 members 
Mstep: Class 8 contains 24114 members 
Mstep: Class 9 contains 6045 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37376 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30717 members 
Mstep: Class 15 contains 129457 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55857 members 
Mstep: Class 18 contains 16003 members 
Mstep: Class 19 contains 145793 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 61471 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 342452 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424096.000000 Penalty: 91801.890625
Iteration 299Q: 27 clusters Score -1.584241e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 230191 members 
Mstep: Class 4 contains 37033 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23322 members 
Mstep: Class 8 contains 24091 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37373 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 129457 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55874 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 145492 members 
Mstep: Class 20 contains 14571 members 
Mstep: Class 21 contains 61475 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 342466 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 339961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423680.000000 Penalty: 91801.890625
Iteration 300F: 27 clusters Score -1.584237e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23310 members 
Mstep: Class 8 contains 24078 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37355 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 129459 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55888 members 
Mstep: Class 18 contains 15982 members 
Mstep: Class 19 contains 145184 members 
Mstep: Class 20 contains 14564 members 
Mstep: Class 21 contains 61475 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 342502 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423504.000000 Penalty: 91801.890625
Iteration 301Q: 27 clusters Score -1.584235e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11204 members 
Mstep: Class 3 contains 230592 members 
Mstep: Class 4 contains 37005 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23296 members 
Mstep: Class 8 contains 24060 members 
Mstep: Class 9 contains 6040 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37337 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129462 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55896 members 
Mstep: Class 18 contains 15972 members 
Mstep: Class 19 contains 144886 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 61474 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 342540 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423504.000000 Penalty: 91801.890625
Iteration 302Q: 27 clusters Score -1.584235e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 230775 members 
Mstep: Class 4 contains 36989 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23286 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37333 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30710 members 
Mstep: Class 15 contains 129473 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55903 members 
Mstep: Class 18 contains 15965 members 
Mstep: Class 19 contains 144613 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 61479 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 342567 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423328.000000 Penalty: 91801.890625
Iteration 303Q: 27 clusters Score -1.584233e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 230961 members 
Mstep: Class 4 contains 36985 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23285 members 
Mstep: Class 8 contains 24027 members 
Mstep: Class 9 contains 6036 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37316 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30707 members 
Mstep: Class 15 contains 129492 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55912 members 
Mstep: Class 18 contains 15953 members 
Mstep: Class 19 contains 144332 members 
Mstep: Class 20 contains 14558 members 
Mstep: Class 21 contains 61478 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 342579 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423440.000000 Penalty: 91801.890625
Iteration 304Q: 27 clusters Score -1.584234e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 231128 members 
Mstep: Class 4 contains 36985 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23283 members 
Mstep: Class 8 contains 24008 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37288 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30701 members 
Mstep: Class 15 contains 129522 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55927 members 
Mstep: Class 18 contains 15946 members 
Mstep: Class 19 contains 144062 members 
Mstep: Class 20 contains 14554 members 
Mstep: Class 21 contains 61474 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 342580 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423472.000000 Penalty: 91801.890625
Iteration 305Q: 27 clusters Score -1.584235e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 231296 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23275 members 
Mstep: Class 8 contains 23990 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37258 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 129553 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55937 members 
Mstep: Class 18 contains 15942 members 
Mstep: Class 19 contains 143804 members 
Mstep: Class 20 contains 14549 members 
Mstep: Class 21 contains 61475 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 342592 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423600.000000 Penalty: 91801.890625
Iteration 306Q: 27 clusters Score -1.584236e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11498 members 
Mstep: Class 3 contains 231464 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23264 members 
Mstep: Class 8 contains 23975 members 
Mstep: Class 9 contains 6028 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37231 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30698 members 
Mstep: Class 15 contains 129592 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55936 members 
Mstep: Class 18 contains 15939 members 
Mstep: Class 19 contains 143564 members 
Mstep: Class 20 contains 14546 members 
Mstep: Class 21 contains 61479 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 342601 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423568.000000 Penalty: 91801.890625
Iteration 307Q: 27 clusters Score -1.584236e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 231616 members 
Mstep: Class 4 contains 36945 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23251 members 
Mstep: Class 8 contains 23964 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37208 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 129623 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55947 members 
Mstep: Class 18 contains 15928 members 
Mstep: Class 19 contains 143329 members 
Mstep: Class 20 contains 14542 members 
Mstep: Class 21 contains 61482 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 342607 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423760.000000 Penalty: 91801.890625
Iteration 308Q: 27 clusters Score -1.584238e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 231747 members 
Mstep: Class 4 contains 36932 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23246 members 
Mstep: Class 8 contains 23957 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37181 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 129656 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55949 members 
Mstep: Class 18 contains 15916 members 
Mstep: Class 19 contains 143098 members 
Mstep: Class 20 contains 14534 members 
Mstep: Class 21 contains 61485 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 342623 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423584.000000 Penalty: 91801.890625
Iteration 309Q: 27 clusters Score -1.584236e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 231910 members 
Mstep: Class 4 contains 36919 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23238 members 
Mstep: Class 8 contains 23942 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37146 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 129682 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55951 members 
Mstep: Class 18 contains 15909 members 
Mstep: Class 19 contains 142860 members 
Mstep: Class 20 contains 14527 members 
Mstep: Class 21 contains 61488 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 342666 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423600.000000 Penalty: 91801.890625
Iteration 310Q: 27 clusters Score -1.584236e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 232061 members 
Mstep: Class 4 contains 36909 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23244 members 
Mstep: Class 8 contains 23930 members 
Mstep: Class 9 contains 6022 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37115 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 30702 members 
Mstep: Class 15 contains 129707 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55948 members 
Mstep: Class 18 contains 15905 members 
Mstep: Class 19 contains 142583 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 61488 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 342727 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423392.000000 Penalty: 91801.890625
Iteration 311Q: 27 clusters Score -1.584234e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 232222 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23243 members 
Mstep: Class 8 contains 23921 members 
Mstep: Class 9 contains 6019 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37089 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 30702 members 
Mstep: Class 15 contains 129730 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55948 members 
Mstep: Class 18 contains 15901 members 
Mstep: Class 19 contains 142288 members 
Mstep: Class 20 contains 14520 members 
Mstep: Class 21 contains 61490 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 342802 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423488.000000 Penalty: 91801.890625
Iteration 312Q: 27 clusters Score -1.584235e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11921 members 
Mstep: Class 3 contains 232384 members 
Mstep: Class 4 contains 36903 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23233 members 
Mstep: Class 8 contains 23901 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37069 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 129746 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55960 members 
Mstep: Class 18 contains 15893 members 
Mstep: Class 19 contains 142009 members 
Mstep: Class 20 contains 14515 members 
Mstep: Class 21 contains 61495 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 342846 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423600.000000 Penalty: 91801.890625
Iteration 313Q: 27 clusters Score -1.584236e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 232563 members 
Mstep: Class 4 contains 36906 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23229 members 
Mstep: Class 8 contains 23878 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37050 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 30708 members 
Mstep: Class 15 contains 129752 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55967 members 
Mstep: Class 18 contains 15888 members 
Mstep: Class 19 contains 141728 members 
Mstep: Class 20 contains 14512 members 
Mstep: Class 21 contains 61494 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342895 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423584.000000 Penalty: 91801.890625
Iteration 314Q: 27 clusters Score -1.584236e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 232744 members 
Mstep: Class 4 contains 36903 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23223 members 
Mstep: Class 8 contains 23867 members 
Mstep: Class 9 contains 5994 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 37027 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 30707 members 
Mstep: Class 15 contains 129768 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55964 members 
Mstep: Class 18 contains 15882 members 
Mstep: Class 19 contains 141434 members 
Mstep: Class 20 contains 14510 members 
Mstep: Class 21 contains 61494 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 342943 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423632.000000 Penalty: 91801.890625
Iteration 315Q: 27 clusters Score -1.584236e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12086 members 
Mstep: Class 3 contains 232905 members 
Mstep: Class 4 contains 36903 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23215 members 
Mstep: Class 8 contains 23860 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 36998 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129794 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55974 members 
Mstep: Class 18 contains 15880 members 
Mstep: Class 19 contains 141128 members 
Mstep: Class 20 contains 14515 members 
Mstep: Class 21 contains 61496 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342957 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423808.000000 Penalty: 91801.890625
Iteration 316Q: 27 clusters Score -1.584238e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 233051 members 
Mstep: Class 4 contains 36891 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23208 members 
Mstep: Class 8 contains 23850 members 
Mstep: Class 9 contains 5976 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 36981 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 129830 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55986 members 
Mstep: Class 18 contains 15875 members 
Mstep: Class 19 contains 140836 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 61492 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 342947 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423712.000000 Penalty: 91801.890625
Iteration 317Q: 27 clusters Score -1.584237e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 233211 members 
Mstep: Class 4 contains 36885 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23196 members 
Mstep: Class 8 contains 23843 members 
Mstep: Class 9 contains 5973 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 36958 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 129870 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 56000 members 
Mstep: Class 18 contains 15871 members 
Mstep: Class 19 contains 140538 members 
Mstep: Class 20 contains 14516 members 
Mstep: Class 21 contains 61488 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 342932 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 340982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423632.000000 Penalty: 91801.890625
Iteration 318Q: 27 clusters Score -1.584236e+08 nChanged 820
Entering ConstructFrom: 
Score: -158423632.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -121649.796875 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -121649.8 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 623 members 
Entering Unmasked Estep 
Score: -119505.500000 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -119505.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -119862.914062 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -119862.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119979.984375 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -119980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120053.484375 Penalty: 3545.969238
	Iteration 3Q: 3 clusters Score -120053.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120101.773438 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -120101.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120145.414062 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -120145.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120169.531250 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -120169.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120187.867188 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -120187.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120206.046875 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -120206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120228.531250 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -120228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120252.750000 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -120252.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120323.640625 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -120323.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120378.265625 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -120378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120421.937500 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -120421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120454.023438 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -120454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120472.781250 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -120472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120489.867188 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -120489.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120501.492188 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -120501.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120516.023438 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -120516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120524.046875 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -120524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120529.023438 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -120529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120530.835938 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -120530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120531.453125 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -120531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120531.453125 Penalty: 3545.969238
	Iteration 23F: 3 clusters Score -120531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Entering Unmasked Estep 
Score: -1305520.750000 Penalty: 2334.250732
	Iteration 0F: 2 clusters Score -1305521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1296463.125000 Penalty: 4668.501465
	Iteration 0F: 3 clusters Score -1296463 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1299323.000000 Penalty: 4668.501465
	Iteration 1F: 3 clusters Score -1299323 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1299766.750000 Penalty: 4668.501465
	Iteration 2F: 3 clusters Score -1299767 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1300189.500000 Penalty: 4668.501465
	Iteration 3F: 3 clusters Score -1300190 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1300586.375000 Penalty: 4668.501465
	Iteration 4F: 3 clusters Score -1300586 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1300945.000000 Penalty: 4668.501465
	Iteration 5Q: 3 clusters Score -1300945 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1301325.625000 Penalty: 4668.501465
	Iteration 6Q: 3 clusters Score -1301326 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1301754.875000 Penalty: 4668.501465
	Iteration 7F: 3 clusters Score -1301755 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1302180.875000 Penalty: 4668.501465
	Iteration 8F: 3 clusters Score -1302181 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1302574.625000 Penalty: 4668.501465
	Iteration 9F: 3 clusters Score -1302575 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1302942.250000 Penalty: 4668.501465
	Iteration 10Q: 3 clusters Score -1302942 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1303227.125000 Penalty: 4668.501465
	Iteration 11Q: 3 clusters Score -1303227 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1303435.250000 Penalty: 4668.501465
	Iteration 12Q: 3 clusters Score -1303435 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1303569.875000 Penalty: 4668.501465
	Iteration 13Q: 3 clusters Score -1303570 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1303663.375000 Penalty: 4668.501465
	Iteration 14Q: 3 clusters Score -1303663 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1303721.875000 Penalty: 4668.501465
	Iteration 15Q: 3 clusters Score -1303722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1303766.625000 Penalty: 4668.501465
	Iteration 16Q: 3 clusters Score -1303767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1303795.750000 Penalty: 4668.501465
	Iteration 17Q: 3 clusters Score -1303796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1303822.250000 Penalty: 4668.501465
	Iteration 18Q: 3 clusters Score -1303822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1303845.000000 Penalty: 4668.501465
	Iteration 19Q: 3 clusters Score -1303845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1303860.875000 Penalty: 4668.501465
	Iteration 20F: 3 clusters Score -1303861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1303877.375000 Penalty: 4668.501465
	Iteration 21Q: 3 clusters Score -1303877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1303886.750000 Penalty: 4668.501465
	Iteration 22Q: 3 clusters Score -1303887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1303893.625000 Penalty: 4668.501465
	Iteration 23Q: 3 clusters Score -1303894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1303900.875000 Penalty: 4668.501465
	Iteration 24Q: 3 clusters Score -1303901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1303903.750000 Penalty: 4668.501465
	Iteration 25Q: 3 clusters Score -1303904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1303910.625000 Penalty: 4668.501465
	Iteration 26Q: 3 clusters Score -1303911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1303918.625000 Penalty: 4668.501465
	Iteration 27Q: 3 clusters Score -1303919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1303923.625000 Penalty: 4668.501465
	Iteration 28Q: 3 clusters Score -1303924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1303924.250000 Penalty: 4668.501465
	Iteration 29Q: 3 clusters Score -1303924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1303925.250000 Penalty: 4668.501465
	Iteration 30Q: 3 clusters Score -1303925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1303927.250000 Penalty: 4668.501465
	Iteration 31Q: 3 clusters Score -1303927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1303928.625000 Penalty: 4668.501465
	Iteration 32Q: 3 clusters Score -1303929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1303927.750000 Penalty: 4668.501465
	Iteration 33Q: 3 clusters Score -1303928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1303931.875000 Penalty: 4668.501465
	Iteration 34Q: 3 clusters Score -1303932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1303931.875000 Penalty: 4668.501465
	Iteration 35Q: 3 clusters Score -1303932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1303936.000000 Penalty: 4668.501465
	Iteration 36Q: 3 clusters Score -1303936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1303937.000000 Penalty: 4668.501465
	Iteration 37Q: 3 clusters Score -1303937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1303942.750000 Penalty: 4668.501465
	Iteration 38Q: 3 clusters Score -1303943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1303945.625000 Penalty: 4668.501465
	Iteration 39Q: 3 clusters Score -1303946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1303943.875000 Penalty: 4668.501465
	Iteration 40F: 3 clusters Score -1303944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1303951.375000 Penalty: 4668.501465
	Iteration 41Q: 3 clusters Score -1303951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1303950.500000 Penalty: 4668.501465
	Iteration 42Q: 3 clusters Score -1303950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1303954.750000 Penalty: 4668.501465
	Iteration 43Q: 3 clusters Score -1303955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1303954.750000 Penalty: 4668.501465
	Iteration 44Q: 3 clusters Score -1303955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1303955.500000 Penalty: 4668.501465
	Iteration 45Q: 3 clusters Score -1303956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1303960.000000 Penalty: 4668.501465
	Iteration 46Q: 3 clusters Score -1303960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1303961.750000 Penalty: 4668.501465
	Iteration 47Q: 3 clusters Score -1303962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1303962.375000 Penalty: 4668.501465
	Iteration 48Q: 3 clusters Score -1303962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1303968.250000 Penalty: 4668.501465
	Iteration 49Q: 3 clusters Score -1303968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1303967.250000 Penalty: 4668.501465
	Iteration 50Q: 3 clusters Score -1303967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1303971.500000 Penalty: 4668.501465
	Iteration 51Q: 3 clusters Score -1303972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1303974.500000 Penalty: 4668.501465
	Iteration 52Q: 3 clusters Score -1303974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1303975.500000 Penalty: 4668.501465
	Iteration 53Q: 3 clusters Score -1303976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1303977.750000 Penalty: 4668.501465
	Iteration 54Q: 3 clusters Score -1303978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1303978.375000 Penalty: 4668.501465
	Iteration 55Q: 3 clusters Score -1303978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1303979.625000 Penalty: 4668.501465
	Iteration 56Q: 3 clusters Score -1303980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1303980.750000 Penalty: 4668.501465
	Iteration 57Q: 3 clusters Score -1303981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1303979.625000 Penalty: 4668.501465
	Iteration 58Q: 3 clusters Score -1303980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1303982.250000 Penalty: 4668.501465
	Iteration 59Q: 3 clusters Score -1303982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1303981.750000 Penalty: 4668.501465
	Iteration 60F: 3 clusters Score -1303982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1303983.000000 Penalty: 4668.501465
	Iteration 61Q: 3 clusters Score -1303983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1303984.375000 Penalty: 4668.501465
	Iteration 62Q: 3 clusters Score -1303984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1303985.375000 Penalty: 4668.501465
	Iteration 63Q: 3 clusters Score -1303985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1303985.375000 Penalty: 4668.501465
	Iteration 64F: 3 clusters Score -1303985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (233388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233388 members 
Entering Unmasked Estep 
Score: -24853272.000000 Penalty: 3065.393555
	Iteration 0F: 2 clusters Score -2.485327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -24699062.000000 Penalty: 6130.787109
	Iteration 0F: 3 clusters Score -2.469906e+07 nChanged 112606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 120739 members 
Entering Unmasked Estep 
Score: -24765866.000000 Penalty: 6130.787109
	Iteration 1F: 3 clusters Score -2.476587e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 123124 members 
Entering Unmasked Estep 
Score: -24767130.000000 Penalty: 6130.787109
	Iteration 2Q: 3 clusters Score -2.476713e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -24768756.000000 Penalty: 6130.787109
	Iteration 3Q: 3 clusters Score -2.476876e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 132571 members 
Entering Unmasked Estep 
Score: -24771444.000000 Penalty: 6130.787109
	Iteration 4Q: 3 clusters Score -2.477144e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -24775358.000000 Penalty: 6130.787109
	Iteration 5Q: 3 clusters Score -2.477536e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 152882 members 
Entering Unmasked Estep 
Score: -24782290.000000 Penalty: 6130.787109
	Iteration 6F: 3 clusters Score -2.478229e+07 nChanged 16637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 168983 members 
Entering Unmasked Estep 
Score: -24793760.000000 Penalty: 6130.787109
	Iteration 7F: 3 clusters Score -2.479376e+07 nChanged 19409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 188246 members 
Entering Unmasked Estep 
Score: -24809520.000000 Penalty: 6130.787109
	Iteration 8F: 3 clusters Score -2.480952e+07 nChanged 19254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 207482 members 
Entering Unmasked Estep 
Score: -24827146.000000 Penalty: 6130.787109
	Iteration 9F: 3 clusters Score -2.482715e+07 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 221887 members 
Entering Unmasked Estep 
Score: -24839908.000000 Penalty: 6130.787109
	Iteration 10F: 3 clusters Score -2.483991e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 229328 members 
Entering Unmasked Estep 
Score: -24846992.000000 Penalty: 6130.787109
	Iteration 11Q: 3 clusters Score -2.484699e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 232123 members 
Entering Unmasked Estep 
Score: -24849452.000000 Penalty: 6130.787109
	Iteration 12Q: 3 clusters Score -2.484945e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 232916 members 
Entering Unmasked Estep 
Score: -24850146.000000 Penalty: 6130.787109
	Iteration 13Q: 3 clusters Score -2.485015e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233105 members 
Entering Unmasked Estep 
Score: -24850338.000000 Penalty: 6130.787109
	Iteration 14Q: 3 clusters Score -2.485034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233164 members 
Entering Unmasked Estep 
Score: -24850460.000000 Penalty: 6130.787109
	Iteration 15Q: 3 clusters Score -2.485046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 233176 members 
Entering Unmasked Estep 
Score: -24850484.000000 Penalty: 6130.787109
	Iteration 16Q: 3 clusters Score -2.485048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233184 members 
Entering Unmasked Estep 
Score: -24850534.000000 Penalty: 6130.787109
	Iteration 17Q: 3 clusters Score -2.485053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 233189 members 
Entering Unmasked Estep 
Score: -24850538.000000 Penalty: 6130.787109
	Iteration 18Q: 3 clusters Score -2.485054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 233188 members 
Entering Unmasked Estep 
Score: -24850564.000000 Penalty: 6130.787109
	Iteration 19Q: 3 clusters Score -2.485056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 233194 members 
Entering Unmasked Estep 
Score: -24850584.000000 Penalty: 6130.787109
	Iteration 20F: 3 clusters Score -2.485058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 233193 members 
Entering Unmasked Estep 
Score: -24850570.000000 Penalty: 6130.787109
	Iteration 21Q: 3 clusters Score -2.485057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233192 members 
Entering Unmasked Estep 
Score: -24850584.000000 Penalty: 6130.787109
	Iteration 22Q: 3 clusters Score -2.485058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233192 members 
Entering Unmasked Estep 
Score: -24850584.000000 Penalty: 6130.787109
	Iteration 23F: 3 clusters Score -2.485058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Entering Unmasked Estep 
Score: -3973049.500000 Penalty: 2607.818604
	Iteration 0F: 2 clusters Score -3973050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3947814.250000 Penalty: 5215.637207
	Iteration 0F: 3 clusters Score -3947814 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3957158.500000 Penalty: 5215.637207
	Iteration 1F: 3 clusters Score -3957158 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3957795.500000 Penalty: 5215.637207
	Iteration 2Q: 3 clusters Score -3957796 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3958523.250000 Penalty: 5215.637207
	Iteration 3Q: 3 clusters Score -3958523 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3959333.750000 Penalty: 5215.637207
	Iteration 4Q: 3 clusters Score -3959334 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3960299.750000 Penalty: 5215.637207
	Iteration 5Q: 3 clusters Score -3960300 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3961298.250000 Penalty: 5215.637207
	Iteration 6F: 3 clusters Score -3961298 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3962431.750000 Penalty: 5215.637207
	Iteration 7F: 3 clusters Score -3962432 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3963639.250000 Penalty: 5215.637207
	Iteration 8F: 3 clusters Score -3963639 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3964876.750000 Penalty: 5215.637207
	Iteration 9F: 3 clusters Score -3964877 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3966016.500000 Penalty: 5215.637207
	Iteration 10Q: 3 clusters Score -3966016 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3966905.500000 Penalty: 5215.637207
	Iteration 11Q: 3 clusters Score -3966906 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3967447.000000 Penalty: 5215.637207
	Iteration 12Q: 3 clusters Score -3967447 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3967729.250000 Penalty: 5215.637207
	Iteration 13Q: 3 clusters Score -3967729 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3967914.000000 Penalty: 5215.637207
	Iteration 14Q: 3 clusters Score -3967914 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3968057.250000 Penalty: 5215.637207
	Iteration 15Q: 3 clusters Score -3968057 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3968203.250000 Penalty: 5215.637207
	Iteration 16Q: 3 clusters Score -3968203 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3968351.250000 Penalty: 5215.637207
	Iteration 17Q: 3 clusters Score -3968351 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3968492.250000 Penalty: 5215.637207
	Iteration 18Q: 3 clusters Score -3968492 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3968608.250000 Penalty: 5215.637207
	Iteration 19Q: 3 clusters Score -3968608 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3968725.250000 Penalty: 5215.637207
	Iteration 20F: 3 clusters Score -3968725 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3968839.250000 Penalty: 5215.637207
	Iteration 21Q: 3 clusters Score -3968839 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3968959.000000 Penalty: 5215.637207
	Iteration 22Q: 3 clusters Score -3968959 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3969089.500000 Penalty: 5215.637207
	Iteration 23Q: 3 clusters Score -3969090 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3969203.750000 Penalty: 5215.637207
	Iteration 24Q: 3 clusters Score -3969204 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3969335.500000 Penalty: 5215.637207
	Iteration 25Q: 3 clusters Score -3969336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3969487.000000 Penalty: 5215.637207
	Iteration 26Q: 3 clusters Score -3969487 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3969625.000000 Penalty: 5215.637207
	Iteration 27Q: 3 clusters Score -3969625 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3969775.750000 Penalty: 5215.637207
	Iteration 28Q: 3 clusters Score -3969776 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3969919.000000 Penalty: 5215.637207
	Iteration 29Q: 3 clusters Score -3969919 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3970065.250000 Penalty: 5215.637207
	Iteration 30Q: 3 clusters Score -3970065 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3970164.500000 Penalty: 5215.637207
	Iteration 31Q: 3 clusters Score -3970164 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3970263.000000 Penalty: 5215.637207
	Iteration 32Q: 3 clusters Score -3970263 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3970359.500000 Penalty: 5215.637207
	Iteration 33Q: 3 clusters Score -3970360 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3970478.250000 Penalty: 5215.637207
	Iteration 34Q: 3 clusters Score -3970478 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3970548.500000 Penalty: 5215.637207
	Iteration 35Q: 3 clusters Score -3970548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3970621.750000 Penalty: 5215.637207
	Iteration 36Q: 3 clusters Score -3970622 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -3970710.000000 Penalty: 5215.637207
	Iteration 37Q: 3 clusters Score -3970710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3970791.750000 Penalty: 5215.637207
	Iteration 38Q: 3 clusters Score -3970792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3970852.500000 Penalty: 5215.637207
	Iteration 39Q: 3 clusters Score -3970852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3970930.500000 Penalty: 5215.637207
	Iteration 40F: 3 clusters Score -3970930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3970985.000000 Penalty: 5215.637207
	Iteration 41Q: 3 clusters Score -3970985 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3971030.750000 Penalty: 5215.637207
	Iteration 42Q: 3 clusters Score -3971031 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -3971073.250000 Penalty: 5215.637207
	Iteration 43Q: 3 clusters Score -3971073 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3971127.250000 Penalty: 5215.637207
	Iteration 44Q: 3 clusters Score -3971127 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3971164.250000 Penalty: 5215.637207
	Iteration 45Q: 3 clusters Score -3971164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -3971184.250000 Penalty: 5215.637207
	Iteration 46Q: 3 clusters Score -3971184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -3971211.000000 Penalty: 5215.637207
	Iteration 47Q: 3 clusters Score -3971211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3971234.500000 Penalty: 5215.637207
	Iteration 48Q: 3 clusters Score -3971234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -3971263.750000 Penalty: 5215.637207
	Iteration 49Q: 3 clusters Score -3971264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -3971290.500000 Penalty: 5215.637207
	Iteration 50Q: 3 clusters Score -3971290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3971312.000000 Penalty: 5215.637207
	Iteration 51Q: 3 clusters Score -3971312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -3971338.500000 Penalty: 5215.637207
	Iteration 52Q: 3 clusters Score -3971338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3971362.000000 Penalty: 5215.637207
	Iteration 53Q: 3 clusters Score -3971362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -3971367.250000 Penalty: 5215.637207
	Iteration 54Q: 3 clusters Score -3971367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -3971380.750000 Penalty: 5215.637207
	Iteration 55Q: 3 clusters Score -3971381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -3971394.250000 Penalty: 5215.637207
	Iteration 56Q: 3 clusters Score -3971394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3971412.500000 Penalty: 5215.637207
	Iteration 57Q: 3 clusters Score -3971412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -3971429.250000 Penalty: 5215.637207
	Iteration 58Q: 3 clusters Score -3971429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -3971438.500000 Penalty: 5215.637207
	Iteration 59Q: 3 clusters Score -3971438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -3971446.250000 Penalty: 5215.637207
	Iteration 60F: 3 clusters Score -3971446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -3971450.750000 Penalty: 5215.637207
	Iteration 61Q: 3 clusters Score -3971451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3971451.500000 Penalty: 5215.637207
	Iteration 62Q: 3 clusters Score -3971452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -3971451.750000 Penalty: 5215.637207
	Iteration 63Q: 3 clusters Score -3971452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -3971450.000000 Penalty: 5215.637207
	Iteration 64Q: 3 clusters Score -3971450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3971459.750000 Penalty: 5215.637207
	Iteration 65Q: 3 clusters Score -3971460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3971452.750000 Penalty: 5215.637207
	Iteration 66Q: 3 clusters Score -3971453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3971455.500000 Penalty: 5215.637207
	Iteration 67Q: 3 clusters Score -3971456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3971461.500000 Penalty: 5215.637207
	Iteration 68Q: 3 clusters Score -3971462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -3971459.500000 Penalty: 5215.637207
	Iteration 69Q: 3 clusters Score -3971460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -3971462.000000 Penalty: 5215.637207
	Iteration 70Q: 3 clusters Score -3971462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -3971461.250000 Penalty: 5215.637207
	Iteration 71Q: 3 clusters Score -3971461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -3971460.750000 Penalty: 5215.637207
	Iteration 72Q: 3 clusters Score -3971461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3971459.500000 Penalty: 5215.637207
	Iteration 73Q: 3 clusters Score -3971460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3971459.500000 Penalty: 5215.637207
	Iteration 74F: 3 clusters Score -3971460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -240461.093750 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -240461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -237613.093750 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -237613.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -238304.593750 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -238304.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -238629.812500 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -238629.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -238869.703125 Penalty: 3848.133545
	Iteration 3F: 3 clusters Score -238869.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -239024.296875 Penalty: 3848.133545
	Iteration 4F: 3 clusters Score -239024.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -239092.671875 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -239092.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -239136.078125 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -239136.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -239169.015625 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -239169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -239186.031250 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -239186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239199.937500 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -239199.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -239207.375000 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -239207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -239217.078125 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -239217.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -239228.968750 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -239229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -239236.781250 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -239236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -239243.593750 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -239243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239248.281250 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -239248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -239252.140625 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -239252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239255.562500 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -239255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -239258.812500 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -239258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -239260.890625 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -239260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -239263.015625 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -239263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -239265.406250 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -239265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -239267.781250 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -239267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239268.937500 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -239268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -239269.343750 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -239269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -239269.859375 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -239269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -239270.750000 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -239270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239272.953125 Penalty: 3848.133545
	Iteration 27Q: 3 clusters Score -239273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239274.250000 Penalty: 3848.133545
	Iteration 28Q: 3 clusters Score -239274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -239274.984375 Penalty: 3848.133545
	Iteration 29Q: 3 clusters Score -239275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -239275.812500 Penalty: 3848.133545
	Iteration 30Q: 3 clusters Score -239275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -239277.296875 Penalty: 3848.133545
	Iteration 31Q: 3 clusters Score -239277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239277.968750 Penalty: 3848.133545
	Iteration 32Q: 3 clusters Score -239278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239277.968750 Penalty: 3848.133545
	Iteration 33F: 3 clusters Score -239278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -44951.078125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -44951.08 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 227 members 
Entering Unmasked Estep 
Score: -43438.960938 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -43438.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43596.523438 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43596.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43680.046875 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -43680.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43708.339844 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -43708.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43725.785156 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43725.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43730.828125 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -43730.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43733.289062 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -43733.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43735.148438 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -43735.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43735.148438 Penalty: 3059.088379
	Iteration 8F: 3 clusters Score -43735.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Entering Unmasked Estep 
Score: -2505482.250000 Penalty: 2492.702148
	Iteration 0F: 2 clusters Score -2505482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2489332.000000 Penalty: 4985.404297
	Iteration 0F: 3 clusters Score -2489332 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2494984.000000 Penalty: 4985.404297
	Iteration 1F: 3 clusters Score -2494984 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2495630.250000 Penalty: 4985.404297
	Iteration 2F: 3 clusters Score -2495630 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2496368.250000 Penalty: 4985.404297
	Iteration 3F: 3 clusters Score -2496368 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2497286.500000 Penalty: 4985.404297
	Iteration 4F: 3 clusters Score -2497286 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2498363.000000 Penalty: 4985.404297
	Iteration 5F: 3 clusters Score -2498363 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2499571.500000 Penalty: 4985.404297
	Iteration 6F: 3 clusters Score -2499572 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2500807.000000 Penalty: 4985.404297
	Iteration 7F: 3 clusters Score -2500807 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2501690.000000 Penalty: 4985.404297
	Iteration 8F: 3 clusters Score -2501690 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2502093.500000 Penalty: 4985.404297
	Iteration 9Q: 3 clusters Score -2502094 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2502263.250000 Penalty: 4985.404297
	Iteration 10Q: 3 clusters Score -2502263 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2502366.250000 Penalty: 4985.404297
	Iteration 11Q: 3 clusters Score -2502366 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2502439.250000 Penalty: 4985.404297
	Iteration 12Q: 3 clusters Score -2502439 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2502491.000000 Penalty: 4985.404297
	Iteration 13Q: 3 clusters Score -2502491 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2502564.250000 Penalty: 4985.404297
	Iteration 14Q: 3 clusters Score -2502564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2502618.250000 Penalty: 4985.404297
	Iteration 15Q: 3 clusters Score -2502618 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2502662.000000 Penalty: 4985.404297
	Iteration 16Q: 3 clusters Score -2502662 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2502694.250000 Penalty: 4985.404297
	Iteration 17Q: 3 clusters Score -2502694 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2502739.750000 Penalty: 4985.404297
	Iteration 18Q: 3 clusters Score -2502740 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2502765.750000 Penalty: 4985.404297
	Iteration 19Q: 3 clusters Score -2502766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2502802.500000 Penalty: 4985.404297
	Iteration 20F: 3 clusters Score -2502802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2502828.000000 Penalty: 4985.404297
	Iteration 21Q: 3 clusters Score -2502828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2502864.250000 Penalty: 4985.404297
	Iteration 22Q: 3 clusters Score -2502864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2502899.000000 Penalty: 4985.404297
	Iteration 23Q: 3 clusters Score -2502899 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2502916.750000 Penalty: 4985.404297
	Iteration 24Q: 3 clusters Score -2502917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2502941.500000 Penalty: 4985.404297
	Iteration 25Q: 3 clusters Score -2502942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2502952.750000 Penalty: 4985.404297
	Iteration 26Q: 3 clusters Score -2502953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2502975.250000 Penalty: 4985.404297
	Iteration 27Q: 3 clusters Score -2502975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2503003.000000 Penalty: 4985.404297
	Iteration 28Q: 3 clusters Score -2503003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2503011.750000 Penalty: 4985.404297
	Iteration 29Q: 3 clusters Score -2503012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2503023.500000 Penalty: 4985.404297
	Iteration 30Q: 3 clusters Score -2503024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2503036.500000 Penalty: 4985.404297
	Iteration 31Q: 3 clusters Score -2503036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2503054.750000 Penalty: 4985.404297
	Iteration 32Q: 3 clusters Score -2503055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2503065.000000 Penalty: 4985.404297
	Iteration 33Q: 3 clusters Score -2503065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2503082.000000 Penalty: 4985.404297
	Iteration 34Q: 3 clusters Score -2503082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2503090.500000 Penalty: 4985.404297
	Iteration 35Q: 3 clusters Score -2503090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2503099.500000 Penalty: 4985.404297
	Iteration 36Q: 3 clusters Score -2503100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2503096.250000 Penalty: 4985.404297
	Iteration 37Q: 3 clusters Score -2503096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2503100.250000 Penalty: 4985.404297
	Iteration 38Q: 3 clusters Score -2503100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2503105.250000 Penalty: 4985.404297
	Iteration 39Q: 3 clusters Score -2503105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2503102.500000 Penalty: 4985.404297
	Iteration 40F: 3 clusters Score -2503102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2503110.250000 Penalty: 4985.404297
	Iteration 41Q: 3 clusters Score -2503110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2503113.000000 Penalty: 4985.404297
	Iteration 42Q: 3 clusters Score -2503113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2503108.000000 Penalty: 4985.404297
	Iteration 43Q: 3 clusters Score -2503108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2503118.500000 Penalty: 4985.404297
	Iteration 44Q: 3 clusters Score -2503118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2503114.250000 Penalty: 4985.404297
	Iteration 45Q: 3 clusters Score -2503114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2503126.750000 Penalty: 4985.404297
	Iteration 46Q: 3 clusters Score -2503127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2503127.500000 Penalty: 4985.404297
	Iteration 47Q: 3 clusters Score -2503128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2503130.000000 Penalty: 4985.404297
	Iteration 48Q: 3 clusters Score -2503130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2503126.000000 Penalty: 4985.404297
	Iteration 49Q: 3 clusters Score -2503126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2503129.500000 Penalty: 4985.404297
	Iteration 50Q: 3 clusters Score -2503130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2503130.250000 Penalty: 4985.404297
	Iteration 51Q: 3 clusters Score -2503130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2503137.750000 Penalty: 4985.404297
	Iteration 52Q: 3 clusters Score -2503138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2503148.000000 Penalty: 4985.404297
	Iteration 53Q: 3 clusters Score -2503148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2503147.750000 Penalty: 4985.404297
	Iteration 54Q: 3 clusters Score -2503148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2503154.000000 Penalty: 4985.404297
	Iteration 55Q: 3 clusters Score -2503154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2503157.500000 Penalty: 4985.404297
	Iteration 56Q: 3 clusters Score -2503158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2503162.000000 Penalty: 4985.404297
	Iteration 57Q: 3 clusters Score -2503162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2503158.500000 Penalty: 4985.404297
	Iteration 58Q: 3 clusters Score -2503158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2503160.250000 Penalty: 4985.404297
	Iteration 59Q: 3 clusters Score -2503160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2503162.250000 Penalty: 4985.404297
	Iteration 60F: 3 clusters Score -2503162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2503160.750000 Penalty: 4985.404297
	Iteration 61Q: 3 clusters Score -2503161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2503171.750000 Penalty: 4985.404297
	Iteration 62Q: 3 clusters Score -2503172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2503173.500000 Penalty: 4985.404297
	Iteration 63Q: 3 clusters Score -2503174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2503178.000000 Penalty: 4985.404297
	Iteration 64Q: 3 clusters Score -2503178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2503179.250000 Penalty: 4985.404297
	Iteration 65Q: 3 clusters Score -2503179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2503180.750000 Penalty: 4985.404297
	Iteration 66Q: 3 clusters Score -2503181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2503183.750000 Penalty: 4985.404297
	Iteration 67Q: 3 clusters Score -2503184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2503189.000000 Penalty: 4985.404297
	Iteration 68Q: 3 clusters Score -2503189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2503195.750000 Penalty: 4985.404297
	Iteration 69Q: 3 clusters Score -2503196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2503203.250000 Penalty: 4985.404297
	Iteration 70Q: 3 clusters Score -2503203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2503214.000000 Penalty: 4985.404297
	Iteration 71Q: 3 clusters Score -2503214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2503215.750000 Penalty: 4985.404297
	Iteration 72Q: 3 clusters Score -2503216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2503229.000000 Penalty: 4985.404297
	Iteration 73Q: 3 clusters Score -2503229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2503226.250000 Penalty: 4985.404297
	Iteration 74Q: 3 clusters Score -2503226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2503235.500000 Penalty: 4985.404297
	Iteration 75Q: 3 clusters Score -2503236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2503236.750000 Penalty: 4985.404297
	Iteration 76Q: 3 clusters Score -2503237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2503242.750000 Penalty: 4985.404297
	Iteration 77Q: 3 clusters Score -2503243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2503238.000000 Penalty: 4985.404297
	Iteration 78Q: 3 clusters Score -2503238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2503237.500000 Penalty: 4985.404297
	Iteration 79Q: 3 clusters Score -2503238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2503237.750000 Penalty: 4985.404297
	Iteration 80F: 3 clusters Score -2503238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2503237.500000 Penalty: 4985.404297
	Iteration 81Q: 3 clusters Score -2503238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2503239.750000 Penalty: 4985.404297
	Iteration 82Q: 3 clusters Score -2503240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2503240.250000 Penalty: 4985.404297
	Iteration 83Q: 3 clusters Score -2503240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2503241.500000 Penalty: 4985.404297
	Iteration 84Q: 3 clusters Score -2503242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2503245.500000 Penalty: 4985.404297
	Iteration 85Q: 3 clusters Score -2503246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2503248.750000 Penalty: 4985.404297
	Iteration 86Q: 3 clusters Score -2503249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2503246.250000 Penalty: 4985.404297
	Iteration 87Q: 3 clusters Score -2503246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2503249.500000 Penalty: 4985.404297
	Iteration 88Q: 3 clusters Score -2503250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2503248.000000 Penalty: 4985.404297
	Iteration 89Q: 3 clusters Score -2503248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2503252.750000 Penalty: 4985.404297
	Iteration 90Q: 3 clusters Score -2503253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2503250.750000 Penalty: 4985.404297
	Iteration 91Q: 3 clusters Score -2503251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2503254.500000 Penalty: 4985.404297
	Iteration 92Q: 3 clusters Score -2503254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2503253.000000 Penalty: 4985.404297
	Iteration 93Q: 3 clusters Score -2503253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2503253.750000 Penalty: 4985.404297
	Iteration 94Q: 3 clusters Score -2503254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2503258.750000 Penalty: 4985.404297
	Iteration 95Q: 3 clusters Score -2503259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2503258.500000 Penalty: 4985.404297
	Iteration 96Q: 3 clusters Score -2503258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2503260.250000 Penalty: 4985.404297
	Iteration 97Q: 3 clusters Score -2503260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2503258.500000 Penalty: 4985.404297
	Iteration 98Q: 3 clusters Score -2503258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2503259.750000 Penalty: 4985.404297
	Iteration 99Q: 3 clusters Score -2503260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2503260.500000 Penalty: 4985.404297
	Iteration 100F: 3 clusters Score -2503260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2503264.500000 Penalty: 4985.404297
	Iteration 101Q: 3 clusters Score -2503264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2503266.000000 Penalty: 4985.404297
	Iteration 102Q: 3 clusters Score -2503266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2503277.000000 Penalty: 4985.404297
	Iteration 103Q: 3 clusters Score -2503277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2503274.750000 Penalty: 4985.404297
	Iteration 104Q: 3 clusters Score -2503275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2503283.250000 Penalty: 4985.404297
	Iteration 105Q: 3 clusters Score -2503283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2503287.750000 Penalty: 4985.404297
	Iteration 106Q: 3 clusters Score -2503288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2503290.750000 Penalty: 4985.404297
	Iteration 107Q: 3 clusters Score -2503291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2503293.000000 Penalty: 4985.404297
	Iteration 108Q: 3 clusters Score -2503293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2503288.500000 Penalty: 4985.404297
	Iteration 109Q: 3 clusters Score -2503288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2503296.250000 Penalty: 4985.404297
	Iteration 110Q: 3 clusters Score -2503296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2503300.000000 Penalty: 4985.404297
	Iteration 111Q: 3 clusters Score -2503300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2503301.500000 Penalty: 4985.404297
	Iteration 112Q: 3 clusters Score -2503302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2503307.500000 Penalty: 4985.404297
	Iteration 113Q: 3 clusters Score -2503308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2503311.250000 Penalty: 4985.404297
	Iteration 114Q: 3 clusters Score -2503311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2503311.750000 Penalty: 4985.404297
	Iteration 115Q: 3 clusters Score -2503312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2503315.500000 Penalty: 4985.404297
	Iteration 116Q: 3 clusters Score -2503316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2503323.000000 Penalty: 4985.404297
	Iteration 117Q: 3 clusters Score -2503323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2503319.500000 Penalty: 4985.404297
	Iteration 118Q: 3 clusters Score -2503320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2503328.500000 Penalty: 4985.404297
	Iteration 119Q: 3 clusters Score -2503328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2503330.250000 Penalty: 4985.404297
	Iteration 120F: 3 clusters Score -2503330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2503328.250000 Penalty: 4985.404297
	Iteration 121Q: 3 clusters Score -2503328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2503332.250000 Penalty: 4985.404297
	Iteration 122Q: 3 clusters Score -2503332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2503339.250000 Penalty: 4985.404297
	Iteration 123Q: 3 clusters Score -2503339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2503344.250000 Penalty: 4985.404297
	Iteration 124Q: 3 clusters Score -2503344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2503336.250000 Penalty: 4985.404297
	Iteration 125Q: 3 clusters Score -2503336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2503339.750000 Penalty: 4985.404297
	Iteration 126Q: 3 clusters Score -2503340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2503344.500000 Penalty: 4985.404297
	Iteration 127Q: 3 clusters Score -2503344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2503344.750000 Penalty: 4985.404297
	Iteration 128Q: 3 clusters Score -2503345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2503344.000000 Penalty: 4985.404297
	Iteration 129Q: 3 clusters Score -2503344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2503347.250000 Penalty: 4985.404297
	Iteration 130Q: 3 clusters Score -2503347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2503350.500000 Penalty: 4985.404297
	Iteration 131Q: 3 clusters Score -2503350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2503348.000000 Penalty: 4985.404297
	Iteration 132Q: 3 clusters Score -2503348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2503351.250000 Penalty: 4985.404297
	Iteration 133Q: 3 clusters Score -2503351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2503353.250000 Penalty: 4985.404297
	Iteration 134Q: 3 clusters Score -2503353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2503355.250000 Penalty: 4985.404297
	Iteration 135Q: 3 clusters Score -2503355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2503356.000000 Penalty: 4985.404297
	Iteration 136Q: 3 clusters Score -2503356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2503357.750000 Penalty: 4985.404297
	Iteration 137Q: 3 clusters Score -2503358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2503358.500000 Penalty: 4985.404297
	Iteration 138Q: 3 clusters Score -2503358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2503359.750000 Penalty: 4985.404297
	Iteration 139Q: 3 clusters Score -2503360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2503357.500000 Penalty: 4985.404297
	Iteration 140F: 3 clusters Score -2503358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2503364.250000 Penalty: 4985.404297
	Iteration 141Q: 3 clusters Score -2503364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2503367.250000 Penalty: 4985.404297
	Iteration 142Q: 3 clusters Score -2503367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2503366.500000 Penalty: 4985.404297
	Iteration 143Q: 3 clusters Score -2503366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2503364.500000 Penalty: 4985.404297
	Iteration 144Q: 3 clusters Score -2503364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2503368.000000 Penalty: 4985.404297
	Iteration 145Q: 3 clusters Score -2503368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2503371.750000 Penalty: 4985.404297
	Iteration 146Q: 3 clusters Score -2503372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2503370.000000 Penalty: 4985.404297
	Iteration 147Q: 3 clusters Score -2503370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2503372.750000 Penalty: 4985.404297
	Iteration 148Q: 3 clusters Score -2503373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2503367.500000 Penalty: 4985.404297
	Iteration 149Q: 3 clusters Score -2503368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2503375.750000 Penalty: 4985.404297
	Iteration 150Q: 3 clusters Score -2503376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2503382.250000 Penalty: 4985.404297
	Iteration 151Q: 3 clusters Score -2503382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2503385.500000 Penalty: 4985.404297
	Iteration 152Q: 3 clusters Score -2503386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2503388.750000 Penalty: 4985.404297
	Iteration 153Q: 3 clusters Score -2503389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2503392.750000 Penalty: 4985.404297
	Iteration 154Q: 3 clusters Score -2503393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2503402.750000 Penalty: 4985.404297
	Iteration 155Q: 3 clusters Score -2503403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2503397.750000 Penalty: 4985.404297
	Iteration 156Q: 3 clusters Score -2503398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2503396.750000 Penalty: 4985.404297
	Iteration 157Q: 3 clusters Score -2503397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2503400.750000 Penalty: 4985.404297
	Iteration 158Q: 3 clusters Score -2503401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2503399.000000 Penalty: 4985.404297
	Iteration 159Q: 3 clusters Score -2503399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2503399.500000 Penalty: 4985.404297
	Iteration 160F: 3 clusters Score -2503400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2503398.000000 Penalty: 4985.404297
	Iteration 161Q: 3 clusters Score -2503398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2503398.000000 Penalty: 4985.404297
	Iteration 162Q: 3 clusters Score -2503398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2503401.250000 Penalty: 4985.404297
	Iteration 163Q: 3 clusters Score -2503401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2503401.750000 Penalty: 4985.404297
	Iteration 164Q: 3 clusters Score -2503402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2503401.000000 Penalty: 4985.404297
	Iteration 165Q: 3 clusters Score -2503401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2503403.500000 Penalty: 4985.404297
	Iteration 166Q: 3 clusters Score -2503404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2503401.000000 Penalty: 4985.404297
	Iteration 167Q: 3 clusters Score -2503401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2503399.500000 Penalty: 4985.404297
	Iteration 168Q: 3 clusters Score -2503400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2503401.500000 Penalty: 4985.404297
	Iteration 169Q: 3 clusters Score -2503402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2503401.250000 Penalty: 4985.404297
	Iteration 170Q: 3 clusters Score -2503401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2503401.000000 Penalty: 4985.404297
	Iteration 171Q: 3 clusters Score -2503401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2503401.000000 Penalty: 4985.404297
	Iteration 172Q: 3 clusters Score -2503401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2503402.750000 Penalty: 4985.404297
	Iteration 173Q: 3 clusters Score -2503403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2503401.500000 Penalty: 4985.404297
	Iteration 174Q: 3 clusters Score -2503402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2503402.250000 Penalty: 4985.404297
	Iteration 175Q: 3 clusters Score -2503402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2503406.000000 Penalty: 4985.404297
	Iteration 176Q: 3 clusters Score -2503406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2503406.000000 Penalty: 4985.404297
	Iteration 177F: 3 clusters Score -2503406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Entering Unmasked Estep 
Score: -2575824.750000 Penalty: 2499.517822
	Iteration 0F: 2 clusters Score -2575825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2559207.750000 Penalty: 4999.035645
	Iteration 0F: 3 clusters Score -2559208 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2565137.500000 Penalty: 4999.035645
	Iteration 1F: 3 clusters Score -2565138 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2565654.000000 Penalty: 4999.035645
	Iteration 2F: 3 clusters Score -2565654 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2566180.250000 Penalty: 4999.035645
	Iteration 3F: 3 clusters Score -2566180 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2566844.500000 Penalty: 4999.035645
	Iteration 4F: 3 clusters Score -2566844 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2567658.500000 Penalty: 4999.035645
	Iteration 5F: 3 clusters Score -2567658 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2568578.500000 Penalty: 4999.035645
	Iteration 6F: 3 clusters Score -2568578 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2569696.250000 Penalty: 4999.035645
	Iteration 7F: 3 clusters Score -2569696 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2570812.500000 Penalty: 4999.035645
	Iteration 8F: 3 clusters Score -2570812 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2571716.000000 Penalty: 4999.035645
	Iteration 9Q: 3 clusters Score -2571716 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2572302.250000 Penalty: 4999.035645
	Iteration 10Q: 3 clusters Score -2572302 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2572734.500000 Penalty: 4999.035645
	Iteration 11Q: 3 clusters Score -2572734 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2573048.750000 Penalty: 4999.035645
	Iteration 12Q: 3 clusters Score -2573049 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2573261.000000 Penalty: 4999.035645
	Iteration 13Q: 3 clusters Score -2573261 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2573408.000000 Penalty: 4999.035645
	Iteration 14Q: 3 clusters Score -2573408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2573509.000000 Penalty: 4999.035645
	Iteration 15Q: 3 clusters Score -2573509 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2573588.750000 Penalty: 4999.035645
	Iteration 16Q: 3 clusters Score -2573589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2573648.750000 Penalty: 4999.035645
	Iteration 17Q: 3 clusters Score -2573649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2573719.000000 Penalty: 4999.035645
	Iteration 18Q: 3 clusters Score -2573719 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2573749.500000 Penalty: 4999.035645
	Iteration 19Q: 3 clusters Score -2573750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2573780.750000 Penalty: 4999.035645
	Iteration 20F: 3 clusters Score -2573781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2573800.000000 Penalty: 4999.035645
	Iteration 21Q: 3 clusters Score -2573800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2573823.750000 Penalty: 4999.035645
	Iteration 22Q: 3 clusters Score -2573824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2573855.000000 Penalty: 4999.035645
	Iteration 23Q: 3 clusters Score -2573855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2573868.750000 Penalty: 4999.035645
	Iteration 24Q: 3 clusters Score -2573869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2573885.000000 Penalty: 4999.035645
	Iteration 25Q: 3 clusters Score -2573885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2573902.500000 Penalty: 4999.035645
	Iteration 26Q: 3 clusters Score -2573902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2573911.500000 Penalty: 4999.035645
	Iteration 27Q: 3 clusters Score -2573912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2573928.000000 Penalty: 4999.035645
	Iteration 28Q: 3 clusters Score -2573928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2573927.750000 Penalty: 4999.035645
	Iteration 29Q: 3 clusters Score -2573928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2573940.500000 Penalty: 4999.035645
	Iteration 30Q: 3 clusters Score -2573940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2573944.000000 Penalty: 4999.035645
	Iteration 31Q: 3 clusters Score -2573944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2573951.000000 Penalty: 4999.035645
	Iteration 32Q: 3 clusters Score -2573951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2573952.750000 Penalty: 4999.035645
	Iteration 33Q: 3 clusters Score -2573953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2573969.750000 Penalty: 4999.035645
	Iteration 34Q: 3 clusters Score -2573970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2573976.250000 Penalty: 4999.035645
	Iteration 35Q: 3 clusters Score -2573976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2573987.500000 Penalty: 4999.035645
	Iteration 36Q: 3 clusters Score -2573988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2573986.000000 Penalty: 4999.035645
	Iteration 37Q: 3 clusters Score -2573986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2573994.750000 Penalty: 4999.035645
	Iteration 38Q: 3 clusters Score -2573995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2574001.000000 Penalty: 4999.035645
	Iteration 39Q: 3 clusters Score -2574001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2574004.750000 Penalty: 4999.035645
	Iteration 40F: 3 clusters Score -2574005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2574011.250000 Penalty: 4999.035645
	Iteration 41Q: 3 clusters Score -2574011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2574018.750000 Penalty: 4999.035645
	Iteration 42Q: 3 clusters Score -2574019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2574016.500000 Penalty: 4999.035645
	Iteration 43Q: 3 clusters Score -2574016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2574021.500000 Penalty: 4999.035645
	Iteration 44Q: 3 clusters Score -2574022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2574025.000000 Penalty: 4999.035645
	Iteration 45Q: 3 clusters Score -2574025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2574031.000000 Penalty: 4999.035645
	Iteration 46Q: 3 clusters Score -2574031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2574031.750000 Penalty: 4999.035645
	Iteration 47Q: 3 clusters Score -2574032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2574035.500000 Penalty: 4999.035645
	Iteration 48Q: 3 clusters Score -2574036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2574037.750000 Penalty: 4999.035645
	Iteration 49Q: 3 clusters Score -2574038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2574034.750000 Penalty: 4999.035645
	Iteration 50Q: 3 clusters Score -2574035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2574034.250000 Penalty: 4999.035645
	Iteration 51Q: 3 clusters Score -2574034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2574037.250000 Penalty: 4999.035645
	Iteration 52Q: 3 clusters Score -2574037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2574036.000000 Penalty: 4999.035645
	Iteration 53Q: 3 clusters Score -2574036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2574043.000000 Penalty: 4999.035645
	Iteration 54Q: 3 clusters Score -2574043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2574043.500000 Penalty: 4999.035645
	Iteration 55Q: 3 clusters Score -2574044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2574044.500000 Penalty: 4999.035645
	Iteration 56Q: 3 clusters Score -2574044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2574048.250000 Penalty: 4999.035645
	Iteration 57Q: 3 clusters Score -2574048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2574050.750000 Penalty: 4999.035645
	Iteration 58Q: 3 clusters Score -2574051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2574051.250000 Penalty: 4999.035645
	Iteration 59Q: 3 clusters Score -2574051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2574055.750000 Penalty: 4999.035645
	Iteration 60F: 3 clusters Score -2574056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2574064.750000 Penalty: 4999.035645
	Iteration 61Q: 3 clusters Score -2574065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2574072.000000 Penalty: 4999.035645
	Iteration 62Q: 3 clusters Score -2574072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2574074.250000 Penalty: 4999.035645
	Iteration 63Q: 3 clusters Score -2574074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2574081.750000 Penalty: 4999.035645
	Iteration 64Q: 3 clusters Score -2574082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2574080.250000 Penalty: 4999.035645
	Iteration 65Q: 3 clusters Score -2574080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2574085.500000 Penalty: 4999.035645
	Iteration 66Q: 3 clusters Score -2574086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2574090.000000 Penalty: 4999.035645
	Iteration 67Q: 3 clusters Score -2574090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2574091.250000 Penalty: 4999.035645
	Iteration 68Q: 3 clusters Score -2574091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2574096.000000 Penalty: 4999.035645
	Iteration 69Q: 3 clusters Score -2574096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2574096.250000 Penalty: 4999.035645
	Iteration 70Q: 3 clusters Score -2574096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2574090.000000 Penalty: 4999.035645
	Iteration 71Q: 3 clusters Score -2574090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2574093.500000 Penalty: 4999.035645
	Iteration 72Q: 3 clusters Score -2574094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2574097.000000 Penalty: 4999.035645
	Iteration 73Q: 3 clusters Score -2574097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2574098.250000 Penalty: 4999.035645
	Iteration 74Q: 3 clusters Score -2574098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2574094.250000 Penalty: 4999.035645
	Iteration 75Q: 3 clusters Score -2574094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2574096.500000 Penalty: 4999.035645
	Iteration 76Q: 3 clusters Score -2574096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2574094.250000 Penalty: 4999.035645
	Iteration 77Q: 3 clusters Score -2574094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2574094.500000 Penalty: 4999.035645
	Iteration 78Q: 3 clusters Score -2574094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2574098.250000 Penalty: 4999.035645
	Iteration 79Q: 3 clusters Score -2574098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2574099.500000 Penalty: 4999.035645
	Iteration 80F: 3 clusters Score -2574100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2574100.750000 Penalty: 4999.035645
	Iteration 81Q: 3 clusters Score -2574101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2574104.250000 Penalty: 4999.035645
	Iteration 82Q: 3 clusters Score -2574104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2574109.000000 Penalty: 4999.035645
	Iteration 83Q: 3 clusters Score -2574109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2574106.000000 Penalty: 4999.035645
	Iteration 84Q: 3 clusters Score -2574106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2574111.250000 Penalty: 4999.035645
	Iteration 85Q: 3 clusters Score -2574111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2574106.750000 Penalty: 4999.035645
	Iteration 86Q: 3 clusters Score -2574107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2574110.500000 Penalty: 4999.035645
	Iteration 87Q: 3 clusters Score -2574110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2574107.250000 Penalty: 4999.035645
	Iteration 88Q: 3 clusters Score -2574107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2574111.000000 Penalty: 4999.035645
	Iteration 89Q: 3 clusters Score -2574111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2574114.500000 Penalty: 4999.035645
	Iteration 90Q: 3 clusters Score -2574114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2574114.500000 Penalty: 4999.035645
	Iteration 91Q: 3 clusters Score -2574114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2574114.250000 Penalty: 4999.035645
	Iteration 92Q: 3 clusters Score -2574114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2574115.500000 Penalty: 4999.035645
	Iteration 93Q: 3 clusters Score -2574116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2574117.500000 Penalty: 4999.035645
	Iteration 94Q: 3 clusters Score -2574118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2574117.500000 Penalty: 4999.035645
	Iteration 95F: 3 clusters Score -2574118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Entering Unmasked Estep 
Score: -626856.000000 Penalty: 2156.402832
	Iteration 0F: 2 clusters Score -626856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -621678.750000 Penalty: 4312.805664
	Iteration 0F: 3 clusters Score -621678.8 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -622984.437500 Penalty: 4312.805664
	Iteration 1F: 3 clusters Score -622984.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -623213.437500 Penalty: 4312.805664
	Iteration 2F: 3 clusters Score -623213.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -623355.500000 Penalty: 4312.805664
	Iteration 3Q: 3 clusters Score -623355.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -623467.187500 Penalty: 4312.805664
	Iteration 4Q: 3 clusters Score -623467.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -623548.375000 Penalty: 4312.805664
	Iteration 5Q: 3 clusters Score -623548.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -623616.312500 Penalty: 4312.805664
	Iteration 6Q: 3 clusters Score -623616.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -623682.000000 Penalty: 4312.805664
	Iteration 7Q: 3 clusters Score -623682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -623737.500000 Penalty: 4312.805664
	Iteration 8Q: 3 clusters Score -623737.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -623802.250000 Penalty: 4312.805664
	Iteration 9Q: 3 clusters Score -623802.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -623864.562500 Penalty: 4312.805664
	Iteration 10Q: 3 clusters Score -623864.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -623926.250000 Penalty: 4312.805664
	Iteration 11Q: 3 clusters Score -623926.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -623984.125000 Penalty: 4312.805664
	Iteration 12Q: 3 clusters Score -623984.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -624046.187500 Penalty: 4312.805664
	Iteration 13Q: 3 clusters Score -624046.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -624108.500000 Penalty: 4312.805664
	Iteration 14Q: 3 clusters Score -624108.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -624171.437500 Penalty: 4312.805664
	Iteration 15Q: 3 clusters Score -624171.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -624226.250000 Penalty: 4312.805664
	Iteration 16Q: 3 clusters Score -624226.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -624281.875000 Penalty: 4312.805664
	Iteration 17Q: 3 clusters Score -624281.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -624351.250000 Penalty: 4312.805664
	Iteration 18Q: 3 clusters Score -624351.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -624424.062500 Penalty: 4312.805664
	Iteration 19Q: 3 clusters Score -624424.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -624516.625000 Penalty: 4312.805664
	Iteration 20F: 3 clusters Score -624516.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -624606.750000 Penalty: 4312.805664
	Iteration 21Q: 3 clusters Score -624606.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -624665.312500 Penalty: 4312.805664
	Iteration 22Q: 3 clusters Score -624665.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -624710.312500 Penalty: 4312.805664
	Iteration 23Q: 3 clusters Score -624710.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -624763.187500 Penalty: 4312.805664
	Iteration 24Q: 3 clusters Score -624763.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -624803.000000 Penalty: 4312.805664
	Iteration 25Q: 3 clusters Score -624803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -624840.062500 Penalty: 4312.805664
	Iteration 26Q: 3 clusters Score -624840.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -624863.937500 Penalty: 4312.805664
	Iteration 27Q: 3 clusters Score -624863.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -624885.812500 Penalty: 4312.805664
	Iteration 28Q: 3 clusters Score -624885.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -624908.187500 Penalty: 4312.805664
	Iteration 29Q: 3 clusters Score -624908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -624916.312500 Penalty: 4312.805664
	Iteration 30Q: 3 clusters Score -624916.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -624926.062500 Penalty: 4312.805664
	Iteration 31Q: 3 clusters Score -624926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -624931.937500 Penalty: 4312.805664
	Iteration 32Q: 3 clusters Score -624931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -624937.062500 Penalty: 4312.805664
	Iteration 33Q: 3 clusters Score -624937.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -624943.562500 Penalty: 4312.805664
	Iteration 34Q: 3 clusters Score -624943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -624950.062500 Penalty: 4312.805664
	Iteration 35Q: 3 clusters Score -624950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -624952.125000 Penalty: 4312.805664
	Iteration 36Q: 3 clusters Score -624952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -624957.312500 Penalty: 4312.805664
	Iteration 37Q: 3 clusters Score -624957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -624961.125000 Penalty: 4312.805664
	Iteration 38Q: 3 clusters Score -624961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -624963.312500 Penalty: 4312.805664
	Iteration 39Q: 3 clusters Score -624963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -624967.250000 Penalty: 4312.805664
	Iteration 40F: 3 clusters Score -624967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -624975.750000 Penalty: 4312.805664
	Iteration 41Q: 3 clusters Score -624975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -624981.625000 Penalty: 4312.805664
	Iteration 42Q: 3 clusters Score -624981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -624985.187500 Penalty: 4312.805664
	Iteration 43Q: 3 clusters Score -624985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -624987.062500 Penalty: 4312.805664
	Iteration 44Q: 3 clusters Score -624987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -624992.812500 Penalty: 4312.805664
	Iteration 45Q: 3 clusters Score -624992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -624997.625000 Penalty: 4312.805664
	Iteration 46Q: 3 clusters Score -624997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -625001.625000 Penalty: 4312.805664
	Iteration 47Q: 3 clusters Score -625001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -625005.750000 Penalty: 4312.805664
	Iteration 48Q: 3 clusters Score -625005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -625010.437500 Penalty: 4312.805664
	Iteration 49Q: 3 clusters Score -625010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -625014.375000 Penalty: 4312.805664
	Iteration 50Q: 3 clusters Score -625014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -625018.125000 Penalty: 4312.805664
	Iteration 51Q: 3 clusters Score -625018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -625025.375000 Penalty: 4312.805664
	Iteration 52Q: 3 clusters Score -625025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -625028.562500 Penalty: 4312.805664
	Iteration 53Q: 3 clusters Score -625028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -625030.937500 Penalty: 4312.805664
	Iteration 54Q: 3 clusters Score -625030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -625032.500000 Penalty: 4312.805664
	Iteration 55Q: 3 clusters Score -625032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -625033.750000 Penalty: 4312.805664
	Iteration 56Q: 3 clusters Score -625033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -625033.750000 Penalty: 4312.805664
	Iteration 57F: 3 clusters Score -625033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -33319.875000 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -33319.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31931.560547 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -31931.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32156.666016 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -32156.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32380.238281 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -32380.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32556.488281 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -32556.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32828.234375 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -32828.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33059.683594 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -33059.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33097.824219 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -33097.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33125.933594 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -33125.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33145.566406 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -33145.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33158.054688 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -33158.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33177.308594 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -33177.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33202.277344 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -33202.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33211.628906 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -33211.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33224.679688 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -33224.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33229.753906 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -33229.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33233.050781 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -33233.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33250.238281 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -33250.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33254.062500 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -33254.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33254.062500 Penalty: 2984.013916
	Iteration 18F: 3 clusters Score -33254.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -84348.265625 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -84348.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82481.273438 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -82481.27 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82783.960938 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -82783.96 nChanged 65
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: -82881.789062 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -82881.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82945.578125 Penalty: 3384.889404
	Iteration 3Q: 3 clusters Score -82945.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82974.195312 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -82974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82990.257812 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -82990.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82999.554688 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -82999.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83008.046875 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -83008.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83011.812500 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -83011.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83020.578125 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -83020.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83033.984375 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -83033.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83036.601562 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -83036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83039.375000 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -83039.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83041.062500 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -83041.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83042.117188 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -83042.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83043.773438 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -83043.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83043.773438 Penalty: 3384.889404
	Iteration 16F: 3 clusters Score -83043.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Entering Unmasked Estep 
Score: -3985490.750000 Penalty: 2608.188232
	Iteration 0F: 2 clusters Score -3985491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3960420.000000 Penalty: 5216.376465
	Iteration 0F: 3 clusters Score -3960420 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3969449.500000 Penalty: 5216.376465
	Iteration 1F: 3 clusters Score -3969450 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3969930.500000 Penalty: 5216.376465
	Iteration 2Q: 3 clusters Score -3969930 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3970470.500000 Penalty: 5216.376465
	Iteration 3Q: 3 clusters Score -3970470 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3971184.750000 Penalty: 5216.376465
	Iteration 4Q: 3 clusters Score -3971185 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3972250.000000 Penalty: 5216.376465
	Iteration 5F: 3 clusters Score -3972250 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3973912.250000 Penalty: 5216.376465
	Iteration 6F: 3 clusters Score -3973912 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3976273.250000 Penalty: 5216.376465
	Iteration 7F: 3 clusters Score -3976273 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3978797.000000 Penalty: 5216.376465
	Iteration 8F: 3 clusters Score -3978797 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3980887.750000 Penalty: 5216.376465
	Iteration 9F: 3 clusters Score -3980888 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3982113.500000 Penalty: 5216.376465
	Iteration 10Q: 3 clusters Score -3982114 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3982693.250000 Penalty: 5216.376465
	Iteration 11Q: 3 clusters Score -3982693 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3982923.750000 Penalty: 5216.376465
	Iteration 12Q: 3 clusters Score -3982924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3983046.500000 Penalty: 5216.376465
	Iteration 13Q: 3 clusters Score -3983046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3983118.750000 Penalty: 5216.376465
	Iteration 14Q: 3 clusters Score -3983119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3983156.250000 Penalty: 5216.376465
	Iteration 15Q: 3 clusters Score -3983156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3983176.500000 Penalty: 5216.376465
	Iteration 16Q: 3 clusters Score -3983176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3983189.000000 Penalty: 5216.376465
	Iteration 17Q: 3 clusters Score -3983189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3983196.500000 Penalty: 5216.376465
	Iteration 18Q: 3 clusters Score -3983196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3983214.750000 Penalty: 5216.376465
	Iteration 19Q: 3 clusters Score -3983215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3983229.750000 Penalty: 5216.376465
	Iteration 20F: 3 clusters Score -3983230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3983231.500000 Penalty: 5216.376465
	Iteration 21Q: 3 clusters Score -3983232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3983234.250000 Penalty: 5216.376465
	Iteration 22Q: 3 clusters Score -3983234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3983236.750000 Penalty: 5216.376465
	Iteration 23Q: 3 clusters Score -3983237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3983236.750000 Penalty: 5216.376465
	Iteration 24F: 3 clusters Score -3983237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -657067.437500 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -657067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -651513.000000 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -651513 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -652956.500000 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -652956.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -653242.562500 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -653242.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -653518.625000 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -653518.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -653748.812500 Penalty: 4360.803223
	Iteration 4F: 3 clusters Score -653748.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -653976.000000 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -653976 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -654207.687500 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -654207.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -654476.500000 Penalty: 4360.803223
	Iteration 7F: 3 clusters Score -654476.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -654714.250000 Penalty: 4360.803223
	Iteration 8F: 3 clusters Score -654714.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -654930.125000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -654930.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -655143.687500 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -655143.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -655315.000000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -655315 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -655440.062500 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -655440.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -655520.687500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -655520.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -655566.187500 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -655566.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -655600.312500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -655600.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -655627.250000 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -655627.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -655653.000000 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -655653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -655674.250000 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -655674.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -655691.562500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -655691.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -655707.250000 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -655707.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -655719.437500 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -655719.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -655730.625000 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -655730.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -655740.437500 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -655740.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -655750.500000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -655750.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -655758.812500 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -655758.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -655766.312500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -655766.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -655774.500000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -655774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -655777.937500 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -655777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -655781.312500 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -655781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -655780.875000 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -655780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -655782.750000 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -655782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -655785.687500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -655785.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -655788.687500 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -655788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -655788.250000 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -655788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -655788.625000 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -655788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -655791.875000 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -655791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -655792.875000 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -655792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -655793.562500 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -655793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -655791.937500 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -655791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -655793.312500 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -655793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -655794.000000 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -655794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -655795.187500 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -655795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -655794.875000 Penalty: 4360.803223
	Iteration 43Q: 3 clusters Score -655794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -655796.625000 Penalty: 4360.803223
	Iteration 44Q: 3 clusters Score -655796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -655799.375000 Penalty: 4360.803223
	Iteration 45Q: 3 clusters Score -655799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -655804.937500 Penalty: 4360.803223
	Iteration 46Q: 3 clusters Score -655804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -655810.312500 Penalty: 4360.803223
	Iteration 47Q: 3 clusters Score -655810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -655812.687500 Penalty: 4360.803223
	Iteration 48Q: 3 clusters Score -655812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -655816.312500 Penalty: 4360.803223
	Iteration 49Q: 3 clusters Score -655816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -655819.000000 Penalty: 4360.803223
	Iteration 50Q: 3 clusters Score -655819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -655818.625000 Penalty: 4360.803223
	Iteration 51Q: 3 clusters Score -655818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -655822.312500 Penalty: 4360.803223
	Iteration 52Q: 3 clusters Score -655822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -655824.125000 Penalty: 4360.803223
	Iteration 53Q: 3 clusters Score -655824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -655824.375000 Penalty: 4360.803223
	Iteration 54Q: 3 clusters Score -655824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -655824.250000 Penalty: 4360.803223
	Iteration 55Q: 3 clusters Score -655824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -655824.562500 Penalty: 4360.803223
	Iteration 56Q: 3 clusters Score -655824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -655824.062500 Penalty: 4360.803223
	Iteration 57Q: 3 clusters Score -655824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -655826.437500 Penalty: 4360.803223
	Iteration 58Q: 3 clusters Score -655826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -655826.437500 Penalty: 4360.803223
	Iteration 59F: 3 clusters Score -655826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Entering Unmasked Estep 
Score: -2985735.250000 Penalty: 2562.437500
	Iteration 0F: 2 clusters Score -2985735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2964670.250000 Penalty: 5124.875000
	Iteration 0F: 3 clusters Score -2964670 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2972386.750000 Penalty: 5124.875000
	Iteration 1F: 3 clusters Score -2972387 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2973014.750000 Penalty: 5124.875000
	Iteration 2Q: 3 clusters Score -2973015 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2973742.000000 Penalty: 5124.875000
	Iteration 3Q: 3 clusters Score -2973742 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2974512.250000 Penalty: 5124.875000
	Iteration 4F: 3 clusters Score -2974512 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2975247.000000 Penalty: 5124.875000
	Iteration 5Q: 3 clusters Score -2975247 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2975973.000000 Penalty: 5124.875000
	Iteration 6Q: 3 clusters Score -2975973 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2976740.750000 Penalty: 5124.875000
	Iteration 7Q: 3 clusters Score -2976741 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2977590.000000 Penalty: 5124.875000
	Iteration 8Q: 3 clusters Score -2977590 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2978452.500000 Penalty: 5124.875000
	Iteration 9Q: 3 clusters Score -2978452 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2979292.750000 Penalty: 5124.875000
	Iteration 10Q: 3 clusters Score -2979293 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2980005.750000 Penalty: 5124.875000
	Iteration 11Q: 3 clusters Score -2980006 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2980537.250000 Penalty: 5124.875000
	Iteration 12Q: 3 clusters Score -2980537 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2980941.250000 Penalty: 5124.875000
	Iteration 13Q: 3 clusters Score -2980941 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2981257.500000 Penalty: 5124.875000
	Iteration 14Q: 3 clusters Score -2981258 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2981502.500000 Penalty: 5124.875000
	Iteration 15Q: 3 clusters Score -2981502 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2981714.000000 Penalty: 5124.875000
	Iteration 16Q: 3 clusters Score -2981714 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2981923.750000 Penalty: 5124.875000
	Iteration 17Q: 3 clusters Score -2981924 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2982107.500000 Penalty: 5124.875000
	Iteration 18Q: 3 clusters Score -2982108 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2982294.750000 Penalty: 5124.875000
	Iteration 19Q: 3 clusters Score -2982295 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2982476.750000 Penalty: 5124.875000
	Iteration 20F: 3 clusters Score -2982477 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2982635.250000 Penalty: 5124.875000
	Iteration 21Q: 3 clusters Score -2982635 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2982808.000000 Penalty: 5124.875000
	Iteration 22Q: 3 clusters Score -2982808 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2982967.750000 Penalty: 5124.875000
	Iteration 23Q: 3 clusters Score -2982968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2983101.000000 Penalty: 5124.875000
	Iteration 24Q: 3 clusters Score -2983101 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2983207.750000 Penalty: 5124.875000
	Iteration 25Q: 3 clusters Score -2983208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2983284.750000 Penalty: 5124.875000
	Iteration 26Q: 3 clusters Score -2983285 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2983350.250000 Penalty: 5124.875000
	Iteration 27Q: 3 clusters Score -2983350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2983397.500000 Penalty: 5124.875000
	Iteration 28Q: 3 clusters Score -2983398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2983429.750000 Penalty: 5124.875000
	Iteration 29Q: 3 clusters Score -2983430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2983466.250000 Penalty: 5124.875000
	Iteration 30Q: 3 clusters Score -2983466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2983508.000000 Penalty: 5124.875000
	Iteration 31Q: 3 clusters Score -2983508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2983544.750000 Penalty: 5124.875000
	Iteration 32Q: 3 clusters Score -2983545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2983576.750000 Penalty: 5124.875000
	Iteration 33Q: 3 clusters Score -2983577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2983605.250000 Penalty: 5124.875000
	Iteration 34Q: 3 clusters Score -2983605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2983627.000000 Penalty: 5124.875000
	Iteration 35Q: 3 clusters Score -2983627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2983651.750000 Penalty: 5124.875000
	Iteration 36Q: 3 clusters Score -2983652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2983669.250000 Penalty: 5124.875000
	Iteration 37Q: 3 clusters Score -2983669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2983680.500000 Penalty: 5124.875000
	Iteration 38Q: 3 clusters Score -2983680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2983688.000000 Penalty: 5124.875000
	Iteration 39Q: 3 clusters Score -2983688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2983699.750000 Penalty: 5124.875000
	Iteration 40F: 3 clusters Score -2983700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2983715.000000 Penalty: 5124.875000
	Iteration 41Q: 3 clusters Score -2983715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2983727.750000 Penalty: 5124.875000
	Iteration 42Q: 3 clusters Score -2983728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2983742.500000 Penalty: 5124.875000
	Iteration 43Q: 3 clusters Score -2983742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2983749.250000 Penalty: 5124.875000
	Iteration 44Q: 3 clusters Score -2983749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2983756.000000 Penalty: 5124.875000
	Iteration 45Q: 3 clusters Score -2983756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2983766.000000 Penalty: 5124.875000
	Iteration 46Q: 3 clusters Score -2983766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2983770.500000 Penalty: 5124.875000
	Iteration 47Q: 3 clusters Score -2983770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2983775.250000 Penalty: 5124.875000
	Iteration 48Q: 3 clusters Score -2983775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2983779.500000 Penalty: 5124.875000
	Iteration 49Q: 3 clusters Score -2983780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2983777.500000 Penalty: 5124.875000
	Iteration 50Q: 3 clusters Score -2983778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2983780.750000 Penalty: 5124.875000
	Iteration 51Q: 3 clusters Score -2983781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2983781.500000 Penalty: 5124.875000
	Iteration 52Q: 3 clusters Score -2983782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2983790.000000 Penalty: 5124.875000
	Iteration 53Q: 3 clusters Score -2983790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2983786.250000 Penalty: 5124.875000
	Iteration 54Q: 3 clusters Score -2983786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2983786.750000 Penalty: 5124.875000
	Iteration 55Q: 3 clusters Score -2983787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2983790.750000 Penalty: 5124.875000
	Iteration 56Q: 3 clusters Score -2983791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2983783.750000 Penalty: 5124.875000
	Iteration 57Q: 3 clusters Score -2983784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2983783.750000 Penalty: 5124.875000
	Iteration 58F: 3 clusters Score -2983784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Entering Unmasked Estep 
Score: -13884650.000000 Penalty: 2920.117432
	Iteration 0F: 2 clusters Score -1.388465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -13797705.000000 Penalty: 5840.234863
	Iteration 0F: 3 clusters Score -1.37977e+07 nChanged 61681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -13833107.000000 Penalty: 5840.234863
	Iteration 1F: 3 clusters Score -1.383311e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -13834143.000000 Penalty: 5840.234863
	Iteration 2Q: 3 clusters Score -1.383414e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -13835718.000000 Penalty: 5840.234863
	Iteration 3Q: 3 clusters Score -1.383572e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -13838079.000000 Penalty: 5840.234863
	Iteration 4Q: 3 clusters Score -1.383808e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -13841502.000000 Penalty: 5840.234863
	Iteration 5F: 3 clusters Score -1.38415e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -13846271.000000 Penalty: 5840.234863
	Iteration 6F: 3 clusters Score -1.384627e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -13852010.000000 Penalty: 5840.234863
	Iteration 7F: 3 clusters Score -1.385201e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -13858340.000000 Penalty: 5840.234863
	Iteration 8F: 3 clusters Score -1.385834e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -13863868.000000 Penalty: 5840.234863
	Iteration 9F: 3 clusters Score -1.386387e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -13867132.000000 Penalty: 5840.234863
	Iteration 10Q: 3 clusters Score -1.386713e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -13868600.000000 Penalty: 5840.234863
	Iteration 11Q: 3 clusters Score -1.38686e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -13869530.000000 Penalty: 5840.234863
	Iteration 12Q: 3 clusters Score -1.386953e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -13870224.000000 Penalty: 5840.234863
	Iteration 13Q: 3 clusters Score -1.387022e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -13870953.000000 Penalty: 5840.234863
	Iteration 14Q: 3 clusters Score -1.387095e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -13871689.000000 Penalty: 5840.234863
	Iteration 15Q: 3 clusters Score -1.387169e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -13872339.000000 Penalty: 5840.234863
	Iteration 16Q: 3 clusters Score -1.387234e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -13872862.000000 Penalty: 5840.234863
	Iteration 17Q: 3 clusters Score -1.387286e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -13873341.000000 Penalty: 5840.234863
	Iteration 18Q: 3 clusters Score -1.387334e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -13873709.000000 Penalty: 5840.234863
	Iteration 19Q: 3 clusters Score -1.387371e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -13874152.000000 Penalty: 5840.234863
	Iteration 20F: 3 clusters Score -1.387415e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -13874518.000000 Penalty: 5840.234863
	Iteration 21Q: 3 clusters Score -1.387452e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -13874825.000000 Penalty: 5840.234863
	Iteration 22Q: 3 clusters Score -1.387482e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -13875098.000000 Penalty: 5840.234863
	Iteration 23Q: 3 clusters Score -1.38751e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -13875484.000000 Penalty: 5840.234863
	Iteration 24Q: 3 clusters Score -1.387548e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -13875814.000000 Penalty: 5840.234863
	Iteration 25Q: 3 clusters Score -1.387581e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -13876208.000000 Penalty: 5840.234863
	Iteration 26Q: 3 clusters Score -1.387621e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -13876554.000000 Penalty: 5840.234863
	Iteration 27Q: 3 clusters Score -1.387655e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -13876936.000000 Penalty: 5840.234863
	Iteration 28Q: 3 clusters Score -1.387694e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -13877212.000000 Penalty: 5840.234863
	Iteration 29Q: 3 clusters Score -1.387721e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -13877566.000000 Penalty: 5840.234863
	Iteration 30Q: 3 clusters Score -1.387757e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -13877935.000000 Penalty: 5840.234863
	Iteration 31Q: 3 clusters Score -1.387794e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -13878324.000000 Penalty: 5840.234863
	Iteration 32Q: 3 clusters Score -1.387832e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -13878650.000000 Penalty: 5840.234863
	Iteration 33Q: 3 clusters Score -1.387865e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 111766 members 
Entering Unmasked Estep 
Score: -13879078.000000 Penalty: 5840.234863
	Iteration 34Q: 3 clusters Score -1.387908e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 112909 members 
Entering Unmasked Estep 
Score: -13879371.000000 Penalty: 5840.234863
	Iteration 35Q: 3 clusters Score -1.387937e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -13879677.000000 Penalty: 5840.234863
	Iteration 36Q: 3 clusters Score -1.387968e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 115048 members 
Entering Unmasked Estep 
Score: -13880024.000000 Penalty: 5840.234863
	Iteration 37Q: 3 clusters Score -1.388002e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -13880238.000000 Penalty: 5840.234863
	Iteration 38Q: 3 clusters Score -1.388024e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -13880514.000000 Penalty: 5840.234863
	Iteration 39Q: 3 clusters Score -1.388051e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -13880790.000000 Penalty: 5840.234863
	Iteration 40F: 3 clusters Score -1.388079e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -13881032.000000 Penalty: 5840.234863
	Iteration 41Q: 3 clusters Score -1.388103e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 119482 members 
Entering Unmasked Estep 
Score: -13881263.000000 Penalty: 5840.234863
	Iteration 42Q: 3 clusters Score -1.388126e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -13881448.000000 Penalty: 5840.234863
	Iteration 43Q: 3 clusters Score -1.388145e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -13881567.000000 Penalty: 5840.234863
	Iteration 44Q: 3 clusters Score -1.388157e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 121367 members 
Entering Unmasked Estep 
Score: -13881683.000000 Penalty: 5840.234863
	Iteration 45Q: 3 clusters Score -1.388168e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -13881790.000000 Penalty: 5840.234863
	Iteration 46Q: 3 clusters Score -1.388179e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 122388 members 
Entering Unmasked Estep 
Score: -13881899.000000 Penalty: 5840.234863
	Iteration 47Q: 3 clusters Score -1.38819e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 122829 members 
Entering Unmasked Estep 
Score: -13882055.000000 Penalty: 5840.234863
	Iteration 48Q: 3 clusters Score -1.388206e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -13882183.000000 Penalty: 5840.234863
	Iteration 49Q: 3 clusters Score -1.388218e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -13882263.000000 Penalty: 5840.234863
	Iteration 50Q: 3 clusters Score -1.388226e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -13882352.000000 Penalty: 5840.234863
	Iteration 51Q: 3 clusters Score -1.388235e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -13882427.000000 Penalty: 5840.234863
	Iteration 52Q: 3 clusters Score -1.388243e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -13882484.000000 Penalty: 5840.234863
	Iteration 53Q: 3 clusters Score -1.388248e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -13882554.000000 Penalty: 5840.234863
	Iteration 54Q: 3 clusters Score -1.388255e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 125026 members 
Entering Unmasked Estep 
Score: -13882601.000000 Penalty: 5840.234863
	Iteration 55Q: 3 clusters Score -1.38826e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -13882678.000000 Penalty: 5840.234863
	Iteration 56Q: 3 clusters Score -1.388268e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -13882713.000000 Penalty: 5840.234863
	Iteration 57Q: 3 clusters Score -1.388271e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -13882717.000000 Penalty: 5840.234863
	Iteration 58Q: 3 clusters Score -1.388272e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -13882753.000000 Penalty: 5840.234863
	Iteration 59Q: 3 clusters Score -1.388275e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 125777 members 
Entering Unmasked Estep 
Score: -13882774.000000 Penalty: 5840.234863
	Iteration 60F: 3 clusters Score -1.388277e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -13882798.000000 Penalty: 5840.234863
	Iteration 61Q: 3 clusters Score -1.38828e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -13882830.000000 Penalty: 5840.234863
	Iteration 62Q: 3 clusters Score -1.388283e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -13882843.000000 Penalty: 5840.234863
	Iteration 63Q: 3 clusters Score -1.388284e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 126117 members 
Entering Unmasked Estep 
Score: -13882838.000000 Penalty: 5840.234863
	Iteration 64Q: 3 clusters Score -1.388284e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -13882822.000000 Penalty: 5840.234863
	Iteration 65Q: 3 clusters Score -1.388282e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 126260 members 
Entering Unmasked Estep 
Score: -13882809.000000 Penalty: 5840.234863
	Iteration 66Q: 3 clusters Score -1.388281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -13882805.000000 Penalty: 5840.234863
	Iteration 67Q: 3 clusters Score -1.38828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -13882843.000000 Penalty: 5840.234863
	Iteration 68Q: 3 clusters Score -1.388284e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 126444 members 
Entering Unmasked Estep 
Score: -13882830.000000 Penalty: 5840.234863
	Iteration 69Q: 3 clusters Score -1.388283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 126493 members 
Entering Unmasked Estep 
Score: -13882845.000000 Penalty: 5840.234863
	Iteration 70Q: 3 clusters Score -1.388284e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -13882838.000000 Penalty: 5840.234863
	Iteration 71Q: 3 clusters Score -1.388284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 126576 members 
Entering Unmasked Estep 
Score: -13882844.000000 Penalty: 5840.234863
	Iteration 72Q: 3 clusters Score -1.388284e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 126613 members 
Entering Unmasked Estep 
Score: -13882846.000000 Penalty: 5840.234863
	Iteration 73Q: 3 clusters Score -1.388285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -13882838.000000 Penalty: 5840.234863
	Iteration 74Q: 3 clusters Score -1.388284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -13882842.000000 Penalty: 5840.234863
	Iteration 75Q: 3 clusters Score -1.388284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -13882843.000000 Penalty: 5840.234863
	Iteration 76Q: 3 clusters Score -1.388284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 126701 members 
Entering Unmasked Estep 
Score: -13882865.000000 Penalty: 5840.234863
	Iteration 77Q: 3 clusters Score -1.388286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 126721 members 
Entering Unmasked Estep 
Score: -13882851.000000 Penalty: 5840.234863
	Iteration 78Q: 3 clusters Score -1.388285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -13882828.000000 Penalty: 5840.234863
	Iteration 79Q: 3 clusters Score -1.388283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 126755 members 
Entering Unmasked Estep 
Score: -13882837.000000 Penalty: 5840.234863
	Iteration 80F: 3 clusters Score -1.388284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -13882837.000000 Penalty: 5840.234863
	Iteration 81Q: 3 clusters Score -1.388284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -13882834.000000 Penalty: 5840.234863
	Iteration 82Q: 3 clusters Score -1.388283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 126767 members 
Entering Unmasked Estep 
Score: -13882835.000000 Penalty: 5840.234863
	Iteration 83Q: 3 clusters Score -1.388284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -13882822.000000 Penalty: 5840.234863
	Iteration 84Q: 3 clusters Score -1.388282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 126780 members 
Entering Unmasked Estep 
Score: -13882838.000000 Penalty: 5840.234863
	Iteration 85Q: 3 clusters Score -1.388284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -13882840.000000 Penalty: 5840.234863
	Iteration 86Q: 3 clusters Score -1.388284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -13882833.000000 Penalty: 5840.234863
	Iteration 87Q: 3 clusters Score -1.388283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -13882821.000000 Penalty: 5840.234863
	Iteration 88Q: 3 clusters Score -1.388282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -13882820.000000 Penalty: 5840.234863
	Iteration 89Q: 3 clusters Score -1.388282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 126799 members 
Entering Unmasked Estep 
Score: -13882823.000000 Penalty: 5840.234863
	Iteration 90Q: 3 clusters Score -1.388282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -13882826.000000 Penalty: 5840.234863
	Iteration 91Q: 3 clusters Score -1.388283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -13882832.000000 Penalty: 5840.234863
	Iteration 92Q: 3 clusters Score -1.388283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -13882825.000000 Penalty: 5840.234863
	Iteration 93Q: 3 clusters Score -1.388282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -13882828.000000 Penalty: 5840.234863
	Iteration 94Q: 3 clusters Score -1.388283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -13882836.000000 Penalty: 5840.234863
	Iteration 95Q: 3 clusters Score -1.388284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -13882842.000000 Penalty: 5840.234863
	Iteration 96Q: 3 clusters Score -1.388284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -13882840.000000 Penalty: 5840.234863
	Iteration 97Q: 3 clusters Score -1.388284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -13882840.000000 Penalty: 5840.234863
	Iteration 98F: 3 clusters Score -1.388284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -293846.750000 Penalty: 2011.832642
	Iteration 0F: 2 clusters Score -293846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -290375.750000 Penalty: 4023.665283
	Iteration 0F: 3 clusters Score -290375.8 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -291099.687500 Penalty: 4023.665283
	Iteration 1F: 3 clusters Score -291099.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -291259.875000 Penalty: 4023.665283
	Iteration 2F: 3 clusters Score -291259.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -291367.593750 Penalty: 4023.665283
	Iteration 3Q: 3 clusters Score -291367.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -291442.718750 Penalty: 4023.665283
	Iteration 4Q: 3 clusters Score -291442.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -291496.093750 Penalty: 4023.665283
	Iteration 5Q: 3 clusters Score -291496.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -291535.406250 Penalty: 4023.665283
	Iteration 6Q: 3 clusters Score -291535.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -291578.625000 Penalty: 4023.665283
	Iteration 7Q: 3 clusters Score -291578.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -291621.343750 Penalty: 4023.665283
	Iteration 8Q: 3 clusters Score -291621.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -291655.593750 Penalty: 4023.665283
	Iteration 9Q: 3 clusters Score -291655.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -291691.750000 Penalty: 4023.665283
	Iteration 10Q: 3 clusters Score -291691.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -291725.343750 Penalty: 4023.665283
	Iteration 11Q: 3 clusters Score -291725.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291762.281250 Penalty: 4023.665283
	Iteration 12Q: 3 clusters Score -291762.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -291789.187500 Penalty: 4023.665283
	Iteration 13Q: 3 clusters Score -291789.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -291821.562500 Penalty: 4023.665283
	Iteration 14Q: 3 clusters Score -291821.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -291848.000000 Penalty: 4023.665283
	Iteration 15Q: 3 clusters Score -291848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -291876.156250 Penalty: 4023.665283
	Iteration 16Q: 3 clusters Score -291876.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -291896.437500 Penalty: 4023.665283
	Iteration 17Q: 3 clusters Score -291896.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291916.000000 Penalty: 4023.665283
	Iteration 18Q: 3 clusters Score -291916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -291935.656250 Penalty: 4023.665283
	Iteration 19Q: 3 clusters Score -291935.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -291945.687500 Penalty: 4023.665283
	Iteration 20F: 3 clusters Score -291945.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -291953.125000 Penalty: 4023.665283
	Iteration 21Q: 3 clusters Score -291953.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -291962.500000 Penalty: 4023.665283
	Iteration 22Q: 3 clusters Score -291962.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291971.375000 Penalty: 4023.665283
	Iteration 23Q: 3 clusters Score -291971.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -291979.843750 Penalty: 4023.665283
	Iteration 24Q: 3 clusters Score -291979.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -291989.343750 Penalty: 4023.665283
	Iteration 25Q: 3 clusters Score -291989.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291994.843750 Penalty: 4023.665283
	Iteration 26Q: 3 clusters Score -291994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -291998.781250 Penalty: 4023.665283
	Iteration 27Q: 3 clusters Score -291998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -292002.125000 Penalty: 4023.665283
	Iteration 28Q: 3 clusters Score -292002.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -292003.875000 Penalty: 4023.665283
	Iteration 29Q: 3 clusters Score -292003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -292005.000000 Penalty: 4023.665283
	Iteration 30Q: 3 clusters Score -292005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292005.562500 Penalty: 4023.665283
	Iteration 31Q: 3 clusters Score -292005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292006.781250 Penalty: 4023.665283
	Iteration 32Q: 3 clusters Score -292006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292007.031250 Penalty: 4023.665283
	Iteration 33Q: 3 clusters Score -292007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292007.031250 Penalty: 4023.665283
	Iteration 34F: 3 clusters Score -292007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Entering Unmasked Estep 
Score: -5933127.500000 Penalty: 2711.437012
	Iteration 0F: 2 clusters Score -5933128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5895374.500000 Penalty: 5422.874023
	Iteration 0F: 3 clusters Score -5895374 nChanged 26003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5910079.000000 Penalty: 5422.874023
	Iteration 1F: 3 clusters Score -5910079 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5910582.500000 Penalty: 5422.874023
	Iteration 2Q: 3 clusters Score -5910582 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -5911092.500000 Penalty: 5422.874023
	Iteration 3Q: 3 clusters Score -5911092 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5911705.500000 Penalty: 5422.874023
	Iteration 4Q: 3 clusters Score -5911706 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5912499.000000 Penalty: 5422.874023
	Iteration 5Q: 3 clusters Score -5912499 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -5913857.000000 Penalty: 5422.874023
	Iteration 6Q: 3 clusters Score -5913857 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5916149.000000 Penalty: 5422.874023
	Iteration 7F: 3 clusters Score -5916149 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5919476.000000 Penalty: 5422.874023
	Iteration 8F: 3 clusters Score -5919476 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -5923606.000000 Penalty: 5422.874023
	Iteration 9F: 3 clusters Score -5923606 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5927109.000000 Penalty: 5422.874023
	Iteration 10F: 3 clusters Score -5927109 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5929317.000000 Penalty: 5422.874023
	Iteration 11Q: 3 clusters Score -5929317 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5930224.000000 Penalty: 5422.874023
	Iteration 12Q: 3 clusters Score -5930224 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5930537.500000 Penalty: 5422.874023
	Iteration 13Q: 3 clusters Score -5930538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5930620.500000 Penalty: 5422.874023
	Iteration 14Q: 3 clusters Score -5930620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5930673.500000 Penalty: 5422.874023
	Iteration 15Q: 3 clusters Score -5930674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5930689.500000 Penalty: 5422.874023
	Iteration 16Q: 3 clusters Score -5930690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5930702.000000 Penalty: 5422.874023
	Iteration 17Q: 3 clusters Score -5930702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5930711.500000 Penalty: 5422.874023
	Iteration 18Q: 3 clusters Score -5930712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5930712.500000 Penalty: 5422.874023
	Iteration 19Q: 3 clusters Score -5930712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5930715.500000 Penalty: 5422.874023
	Iteration 20F: 3 clusters Score -5930716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Entering Unmasked Estep 
Score: -1714657.125000 Penalty: 2398.639648
	Iteration 0F: 2 clusters Score -1714657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1703271.250000 Penalty: 4797.279297
	Iteration 0F: 3 clusters Score -1703271 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1706975.375000 Penalty: 4797.279297
	Iteration 1F: 3 clusters Score -1706975 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1707413.125000 Penalty: 4797.279297
	Iteration 2F: 3 clusters Score -1707413 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1707790.125000 Penalty: 4797.279297
	Iteration 3F: 3 clusters Score -1707790 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1708129.625000 Penalty: 4797.279297
	Iteration 4Q: 3 clusters Score -1708130 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1708424.250000 Penalty: 4797.279297
	Iteration 5Q: 3 clusters Score -1708424 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1708705.125000 Penalty: 4797.279297
	Iteration 6Q: 3 clusters Score -1708705 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1708949.500000 Penalty: 4797.279297
	Iteration 7Q: 3 clusters Score -1708950 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1709177.625000 Penalty: 4797.279297
	Iteration 8Q: 3 clusters Score -1709178 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1709428.250000 Penalty: 4797.279297
	Iteration 9Q: 3 clusters Score -1709428 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1709686.750000 Penalty: 4797.279297
	Iteration 10Q: 3 clusters Score -1709687 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1709938.125000 Penalty: 4797.279297
	Iteration 11Q: 3 clusters Score -1709938 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1710157.250000 Penalty: 4797.279297
	Iteration 12Q: 3 clusters Score -1710157 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1710352.375000 Penalty: 4797.279297
	Iteration 13Q: 3 clusters Score -1710352 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1710527.000000 Penalty: 4797.279297
	Iteration 14Q: 3 clusters Score -1710527 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1710666.375000 Penalty: 4797.279297
	Iteration 15Q: 3 clusters Score -1710666 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1710751.500000 Penalty: 4797.279297
	Iteration 16Q: 3 clusters Score -1710752 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1710823.375000 Penalty: 4797.279297
	Iteration 17Q: 3 clusters Score -1710823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1710870.625000 Penalty: 4797.279297
	Iteration 18Q: 3 clusters Score -1710871 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1710917.625000 Penalty: 4797.279297
	Iteration 19Q: 3 clusters Score -1710918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1710959.625000 Penalty: 4797.279297
	Iteration 20F: 3 clusters Score -1710960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1711003.375000 Penalty: 4797.279297
	Iteration 21Q: 3 clusters Score -1711003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1711048.375000 Penalty: 4797.279297
	Iteration 22Q: 3 clusters Score -1711048 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1711088.750000 Penalty: 4797.279297
	Iteration 23Q: 3 clusters Score -1711089 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1711143.000000 Penalty: 4797.279297
	Iteration 24Q: 3 clusters Score -1711143 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1711204.750000 Penalty: 4797.279297
	Iteration 25Q: 3 clusters Score -1711205 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1711260.375000 Penalty: 4797.279297
	Iteration 26Q: 3 clusters Score -1711260 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1711313.500000 Penalty: 4797.279297
	Iteration 27Q: 3 clusters Score -1711314 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1711362.375000 Penalty: 4797.279297
	Iteration 28Q: 3 clusters Score -1711362 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1711411.500000 Penalty: 4797.279297
	Iteration 29Q: 3 clusters Score -1711412 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1711458.375000 Penalty: 4797.279297
	Iteration 30Q: 3 clusters Score -1711458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1711491.500000 Penalty: 4797.279297
	Iteration 31Q: 3 clusters Score -1711492 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1711523.875000 Penalty: 4797.279297
	Iteration 32Q: 3 clusters Score -1711524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1711558.500000 Penalty: 4797.279297
	Iteration 33Q: 3 clusters Score -1711558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1711600.250000 Penalty: 4797.279297
	Iteration 34Q: 3 clusters Score -1711600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1711636.625000 Penalty: 4797.279297
	Iteration 35Q: 3 clusters Score -1711637 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1711667.625000 Penalty: 4797.279297
	Iteration 36Q: 3 clusters Score -1711668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1711704.750000 Penalty: 4797.279297
	Iteration 37Q: 3 clusters Score -1711705 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1711733.875000 Penalty: 4797.279297
	Iteration 38Q: 3 clusters Score -1711734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1711770.875000 Penalty: 4797.279297
	Iteration 39Q: 3 clusters Score -1711771 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1711790.125000 Penalty: 4797.279297
	Iteration 40F: 3 clusters Score -1711790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1711813.375000 Penalty: 4797.279297
	Iteration 41Q: 3 clusters Score -1711813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1711835.875000 Penalty: 4797.279297
	Iteration 42Q: 3 clusters Score -1711836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1711858.000000 Penalty: 4797.279297
	Iteration 43Q: 3 clusters Score -1711858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1711882.625000 Penalty: 4797.279297
	Iteration 44Q: 3 clusters Score -1711883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1711909.375000 Penalty: 4797.279297
	Iteration 45Q: 3 clusters Score -1711909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1711933.375000 Penalty: 4797.279297
	Iteration 46Q: 3 clusters Score -1711933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1711965.250000 Penalty: 4797.279297
	Iteration 47Q: 3 clusters Score -1711965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1711990.625000 Penalty: 4797.279297
	Iteration 48Q: 3 clusters Score -1711991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1712014.000000 Penalty: 4797.279297
	Iteration 49Q: 3 clusters Score -1712014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1712043.000000 Penalty: 4797.279297
	Iteration 50Q: 3 clusters Score -1712043 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1712059.500000 Penalty: 4797.279297
	Iteration 51Q: 3 clusters Score -1712060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1712085.375000 Penalty: 4797.279297
	Iteration 52Q: 3 clusters Score -1712085 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1712103.875000 Penalty: 4797.279297
	Iteration 53Q: 3 clusters Score -1712104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1712119.500000 Penalty: 4797.279297
	Iteration 54Q: 3 clusters Score -1712120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1712149.125000 Penalty: 4797.279297
	Iteration 55Q: 3 clusters Score -1712149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1712174.500000 Penalty: 4797.279297
	Iteration 56Q: 3 clusters Score -1712174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1712199.125000 Penalty: 4797.279297
	Iteration 57Q: 3 clusters Score -1712199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1712217.000000 Penalty: 4797.279297
	Iteration 58Q: 3 clusters Score -1712217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1712238.250000 Penalty: 4797.279297
	Iteration 59Q: 3 clusters Score -1712238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1712260.875000 Penalty: 4797.279297
	Iteration 60F: 3 clusters Score -1712261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1712273.875000 Penalty: 4797.279297
	Iteration 61Q: 3 clusters Score -1712274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1712282.125000 Penalty: 4797.279297
	Iteration 62Q: 3 clusters Score -1712282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1712300.000000 Penalty: 4797.279297
	Iteration 63Q: 3 clusters Score -1712300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1712308.000000 Penalty: 4797.279297
	Iteration 64Q: 3 clusters Score -1712308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1712323.500000 Penalty: 4797.279297
	Iteration 65Q: 3 clusters Score -1712324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1712338.375000 Penalty: 4797.279297
	Iteration 66Q: 3 clusters Score -1712338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1712346.875000 Penalty: 4797.279297
	Iteration 67Q: 3 clusters Score -1712347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1712355.500000 Penalty: 4797.279297
	Iteration 68Q: 3 clusters Score -1712356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1712367.500000 Penalty: 4797.279297
	Iteration 69Q: 3 clusters Score -1712368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1712371.750000 Penalty: 4797.279297
	Iteration 70Q: 3 clusters Score -1712372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1712378.500000 Penalty: 4797.279297
	Iteration 71Q: 3 clusters Score -1712378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1712387.375000 Penalty: 4797.279297
	Iteration 72Q: 3 clusters Score -1712387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1712389.375000 Penalty: 4797.279297
	Iteration 73Q: 3 clusters Score -1712389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1712391.250000 Penalty: 4797.279297
	Iteration 74Q: 3 clusters Score -1712391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1712404.875000 Penalty: 4797.279297
	Iteration 75Q: 3 clusters Score -1712405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1712410.000000 Penalty: 4797.279297
	Iteration 76Q: 3 clusters Score -1712410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1712407.125000 Penalty: 4797.279297
	Iteration 77Q: 3 clusters Score -1712407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1712412.250000 Penalty: 4797.279297
	Iteration 78Q: 3 clusters Score -1712412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1712423.875000 Penalty: 4797.279297
	Iteration 79Q: 3 clusters Score -1712424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1712433.625000 Penalty: 4797.279297
	Iteration 80F: 3 clusters Score -1712434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1712428.500000 Penalty: 4797.279297
	Iteration 81Q: 3 clusters Score -1712428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1712439.500000 Penalty: 4797.279297
	Iteration 82Q: 3 clusters Score -1712440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1712441.500000 Penalty: 4797.279297
	Iteration 83Q: 3 clusters Score -1712442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1712448.500000 Penalty: 4797.279297
	Iteration 84Q: 3 clusters Score -1712448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1712457.750000 Penalty: 4797.279297
	Iteration 85Q: 3 clusters Score -1712458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1712468.500000 Penalty: 4797.279297
	Iteration 86Q: 3 clusters Score -1712468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1712479.250000 Penalty: 4797.279297
	Iteration 87Q: 3 clusters Score -1712479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1712488.500000 Penalty: 4797.279297
	Iteration 88Q: 3 clusters Score -1712488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1712498.500000 Penalty: 4797.279297
	Iteration 89Q: 3 clusters Score -1712498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1712510.125000 Penalty: 4797.279297
	Iteration 90Q: 3 clusters Score -1712510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1712520.250000 Penalty: 4797.279297
	Iteration 91Q: 3 clusters Score -1712520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1712531.875000 Penalty: 4797.279297
	Iteration 92Q: 3 clusters Score -1712532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1712542.500000 Penalty: 4797.279297
	Iteration 93Q: 3 clusters Score -1712542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1712562.875000 Penalty: 4797.279297
	Iteration 94Q: 3 clusters Score -1712563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1712574.000000 Penalty: 4797.279297
	Iteration 95Q: 3 clusters Score -1712574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1712585.625000 Penalty: 4797.279297
	Iteration 96Q: 3 clusters Score -1712586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1712604.625000 Penalty: 4797.279297
	Iteration 97Q: 3 clusters Score -1712605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1712608.125000 Penalty: 4797.279297
	Iteration 98Q: 3 clusters Score -1712608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1712619.125000 Penalty: 4797.279297
	Iteration 99Q: 3 clusters Score -1712619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1712625.625000 Penalty: 4797.279297
	Iteration 100F: 3 clusters Score -1712626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1712633.750000 Penalty: 4797.279297
	Iteration 101Q: 3 clusters Score -1712634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1712643.625000 Penalty: 4797.279297
	Iteration 102Q: 3 clusters Score -1712644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1712646.875000 Penalty: 4797.279297
	Iteration 103Q: 3 clusters Score -1712647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1712647.375000 Penalty: 4797.279297
	Iteration 104Q: 3 clusters Score -1712647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1712653.750000 Penalty: 4797.279297
	Iteration 105Q: 3 clusters Score -1712654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1712660.125000 Penalty: 4797.279297
	Iteration 106Q: 3 clusters Score -1712660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1712661.125000 Penalty: 4797.279297
	Iteration 107Q: 3 clusters Score -1712661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1712664.000000 Penalty: 4797.279297
	Iteration 108Q: 3 clusters Score -1712664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1712667.625000 Penalty: 4797.279297
	Iteration 109Q: 3 clusters Score -1712668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1712668.125000 Penalty: 4797.279297
	Iteration 110Q: 3 clusters Score -1712668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1712671.500000 Penalty: 4797.279297
	Iteration 111Q: 3 clusters Score -1712672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1712671.375000 Penalty: 4797.279297
	Iteration 112Q: 3 clusters Score -1712671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1712676.750000 Penalty: 4797.279297
	Iteration 113Q: 3 clusters Score -1712677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1712676.875000 Penalty: 4797.279297
	Iteration 114Q: 3 clusters Score -1712677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1712675.375000 Penalty: 4797.279297
	Iteration 115Q: 3 clusters Score -1712675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1712672.250000 Penalty: 4797.279297
	Iteration 116Q: 3 clusters Score -1712672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1712674.000000 Penalty: 4797.279297
	Iteration 117Q: 3 clusters Score -1712674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1712676.625000 Penalty: 4797.279297
	Iteration 118Q: 3 clusters Score -1712677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1712676.250000 Penalty: 4797.279297
	Iteration 119Q: 3 clusters Score -1712676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1712677.875000 Penalty: 4797.279297
	Iteration 120F: 3 clusters Score -1712678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1712674.375000 Penalty: 4797.279297
	Iteration 121Q: 3 clusters Score -1712674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1712676.375000 Penalty: 4797.279297
	Iteration 122Q: 3 clusters Score -1712676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1712675.375000 Penalty: 4797.279297
	Iteration 123Q: 3 clusters Score -1712675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1712676.500000 Penalty: 4797.279297
	Iteration 124Q: 3 clusters Score -1712676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1712678.125000 Penalty: 4797.279297
	Iteration 125Q: 3 clusters Score -1712678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1712681.000000 Penalty: 4797.279297
	Iteration 126Q: 3 clusters Score -1712681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1712683.625000 Penalty: 4797.279297
	Iteration 127Q: 3 clusters Score -1712684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1712687.250000 Penalty: 4797.279297
	Iteration 128Q: 3 clusters Score -1712687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1712689.375000 Penalty: 4797.279297
	Iteration 129Q: 3 clusters Score -1712689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1712695.375000 Penalty: 4797.279297
	Iteration 130Q: 3 clusters Score -1712695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1712704.500000 Penalty: 4797.279297
	Iteration 131Q: 3 clusters Score -1712704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1712710.875000 Penalty: 4797.279297
	Iteration 132Q: 3 clusters Score -1712711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1712729.250000 Penalty: 4797.279297
	Iteration 133Q: 3 clusters Score -1712729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1712732.000000 Penalty: 4797.279297
	Iteration 134Q: 3 clusters Score -1712732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1712744.125000 Penalty: 4797.279297
	Iteration 135Q: 3 clusters Score -1712744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1712748.250000 Penalty: 4797.279297
	Iteration 136Q: 3 clusters Score -1712748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1712753.750000 Penalty: 4797.279297
	Iteration 137Q: 3 clusters Score -1712754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1712759.250000 Penalty: 4797.279297
	Iteration 138Q: 3 clusters Score -1712759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1712761.125000 Penalty: 4797.279297
	Iteration 139Q: 3 clusters Score -1712761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1712762.625000 Penalty: 4797.279297
	Iteration 140F: 3 clusters Score -1712763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1712768.250000 Penalty: 4797.279297
	Iteration 141Q: 3 clusters Score -1712768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1712769.375000 Penalty: 4797.279297
	Iteration 142Q: 3 clusters Score -1712769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1712767.125000 Penalty: 4797.279297
	Iteration 143Q: 3 clusters Score -1712767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1712765.250000 Penalty: 4797.279297
	Iteration 144Q: 3 clusters Score -1712765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1712773.875000 Penalty: 4797.279297
	Iteration 145Q: 3 clusters Score -1712774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1712776.375000 Penalty: 4797.279297
	Iteration 146Q: 3 clusters Score -1712776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1712778.000000 Penalty: 4797.279297
	Iteration 147Q: 3 clusters Score -1712778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1712779.250000 Penalty: 4797.279297
	Iteration 148Q: 3 clusters Score -1712779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1712776.750000 Penalty: 4797.279297
	Iteration 149Q: 3 clusters Score -1712777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1712780.500000 Penalty: 4797.279297
	Iteration 150Q: 3 clusters Score -1712780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1712780.750000 Penalty: 4797.279297
	Iteration 151Q: 3 clusters Score -1712781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1712779.750000 Penalty: 4797.279297
	Iteration 152Q: 3 clusters Score -1712780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1712781.250000 Penalty: 4797.279297
	Iteration 153Q: 3 clusters Score -1712781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1712784.625000 Penalty: 4797.279297
	Iteration 154Q: 3 clusters Score -1712785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1712784.375000 Penalty: 4797.279297
	Iteration 155Q: 3 clusters Score -1712784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1712784.125000 Penalty: 4797.279297
	Iteration 156Q: 3 clusters Score -1712784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1712782.875000 Penalty: 4797.279297
	Iteration 157Q: 3 clusters Score -1712783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1712783.250000 Penalty: 4797.279297
	Iteration 158Q: 3 clusters Score -1712783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1712784.750000 Penalty: 4797.279297
	Iteration 159Q: 3 clusters Score -1712785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1712789.500000 Penalty: 4797.279297
	Iteration 160F: 3 clusters Score -1712790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1712788.875000 Penalty: 4797.279297
	Iteration 161Q: 3 clusters Score -1712789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1712792.375000 Penalty: 4797.279297
	Iteration 162Q: 3 clusters Score -1712792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1712791.625000 Penalty: 4797.279297
	Iteration 163Q: 3 clusters Score -1712792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1712791.875000 Penalty: 4797.279297
	Iteration 164Q: 3 clusters Score -1712792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1712791.875000 Penalty: 4797.279297
	Iteration 165F: 3 clusters Score -1712792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Entering Unmasked Estep 
Score: -15005321.000000 Penalty: 2939.100342
	Iteration 0F: 2 clusters Score -1.500532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -14911627.000000 Penalty: 5878.200684
	Iteration 0F: 3 clusters Score -1.491163e+07 nChanged 67068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -14950523.000000 Penalty: 5878.200684
	Iteration 1F: 3 clusters Score -1.495052e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -14951475.000000 Penalty: 5878.200684
	Iteration 2Q: 3 clusters Score -1.495148e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -14952713.000000 Penalty: 5878.200684
	Iteration 3Q: 3 clusters Score -1.495271e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -14954532.000000 Penalty: 5878.200684
	Iteration 4Q: 3 clusters Score -1.495453e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -14957188.000000 Penalty: 5878.200684
	Iteration 5Q: 3 clusters Score -1.495719e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -14961877.000000 Penalty: 5878.200684
	Iteration 6F: 3 clusters Score -1.496188e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -14969420.000000 Penalty: 5878.200684
	Iteration 7F: 3 clusters Score -1.496942e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -14980121.000000 Penalty: 5878.200684
	Iteration 8F: 3 clusters Score -1.498012e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -14990773.000000 Penalty: 5878.200684
	Iteration 9F: 3 clusters Score -1.499077e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134360 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -14997737.000000 Penalty: 5878.200684
	Iteration 10F: 3 clusters Score -1.499774e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -15000998.000000 Penalty: 5878.200684
	Iteration 11Q: 3 clusters Score -1.5001e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15002096.000000 Penalty: 5878.200684
	Iteration 12Q: 3 clusters Score -1.50021e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139528 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -15002515.000000 Penalty: 5878.200684
	Iteration 13Q: 3 clusters Score -1.500252e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139670 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15002707.000000 Penalty: 5878.200684
	Iteration 14Q: 3 clusters Score -1.500271e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15002814.000000 Penalty: 5878.200684
	Iteration 15Q: 3 clusters Score -1.500281e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139761 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15002882.000000 Penalty: 5878.200684
	Iteration 16Q: 3 clusters Score -1.500288e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15002924.000000 Penalty: 5878.200684
	Iteration 17Q: 3 clusters Score -1.500292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15002952.000000 Penalty: 5878.200684
	Iteration 18Q: 3 clusters Score -1.500295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139765 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15002976.000000 Penalty: 5878.200684
	Iteration 19Q: 3 clusters Score -1.500298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15003021.000000 Penalty: 5878.200684
	Iteration 20F: 3 clusters Score -1.500302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15003055.000000 Penalty: 5878.200684
	Iteration 21Q: 3 clusters Score -1.500306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15003049.000000 Penalty: 5878.200684
	Iteration 22Q: 3 clusters Score -1.500305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15003067.000000 Penalty: 5878.200684
	Iteration 23Q: 3 clusters Score -1.500307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15003064.000000 Penalty: 5878.200684
	Iteration 24Q: 3 clusters Score -1.500306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15003082.000000 Penalty: 5878.200684
	Iteration 25Q: 3 clusters Score -1.500308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15003089.000000 Penalty: 5878.200684
	Iteration 26Q: 3 clusters Score -1.500309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15003110.000000 Penalty: 5878.200684
	Iteration 27Q: 3 clusters Score -1.500311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15003111.000000 Penalty: 5878.200684
	Iteration 28Q: 3 clusters Score -1.500311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139724 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15003141.000000 Penalty: 5878.200684
	Iteration 29Q: 3 clusters Score -1.500314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15003153.000000 Penalty: 5878.200684
	Iteration 30Q: 3 clusters Score -1.500315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139720 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15003154.000000 Penalty: 5878.200684
	Iteration 31Q: 3 clusters Score -1.500315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15003151.000000 Penalty: 5878.200684
	Iteration 32Q: 3 clusters Score -1.500315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15003156.000000 Penalty: 5878.200684
	Iteration 33Q: 3 clusters Score -1.500316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15003161.000000 Penalty: 5878.200684
	Iteration 34Q: 3 clusters Score -1.500316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15003176.000000 Penalty: 5878.200684
	Iteration 35Q: 3 clusters Score -1.500318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15003186.000000 Penalty: 5878.200684
	Iteration 36Q: 3 clusters Score -1.500319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15003178.000000 Penalty: 5878.200684
	Iteration 37Q: 3 clusters Score -1.500318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15003192.000000 Penalty: 5878.200684
	Iteration 38Q: 3 clusters Score -1.500319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15003199.000000 Penalty: 5878.200684
	Iteration 39Q: 3 clusters Score -1.50032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15003207.000000 Penalty: 5878.200684
	Iteration 40F: 3 clusters Score -1.500321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15003226.000000 Penalty: 5878.200684
	Iteration 41Q: 3 clusters Score -1.500323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139704 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -15003219.000000 Penalty: 5878.200684
	Iteration 42Q: 3 clusters Score -1.500322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139705 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15003220.000000 Penalty: 5878.200684
	Iteration 43Q: 3 clusters Score -1.500322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15003230.000000 Penalty: 5878.200684
	Iteration 44Q: 3 clusters Score -1.500323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139709 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15003228.000000 Penalty: 5878.200684
	Iteration 45Q: 3 clusters Score -1.500323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15003217.000000 Penalty: 5878.200684
	Iteration 46Q: 3 clusters Score -1.500322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139709 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15003225.000000 Penalty: 5878.200684
	Iteration 47Q: 3 clusters Score -1.500322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139709 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15003225.000000 Penalty: 5878.200684
	Iteration 48F: 3 clusters Score -1.500322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Entering Unmasked Estep 
Score: -1518560.000000 Penalty: 2376.517334
	Iteration 0F: 2 clusters Score -1518560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1508078.125000 Penalty: 4753.034668
	Iteration 0F: 3 clusters Score -1508078 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1511251.875000 Penalty: 4753.034668
	Iteration 1F: 3 clusters Score -1511252 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1511553.875000 Penalty: 4753.034668
	Iteration 2F: 3 clusters Score -1511554 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1511769.000000 Penalty: 4753.034668
	Iteration 3Q: 3 clusters Score -1511769 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1511920.125000 Penalty: 4753.034668
	Iteration 4Q: 3 clusters Score -1511920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1512048.125000 Penalty: 4753.034668
	Iteration 5Q: 3 clusters Score -1512048 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1512150.375000 Penalty: 4753.034668
	Iteration 6Q: 3 clusters Score -1512150 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1512241.750000 Penalty: 4753.034668
	Iteration 7Q: 3 clusters Score -1512242 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1512347.875000 Penalty: 4753.034668
	Iteration 8Q: 3 clusters Score -1512348 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1512454.125000 Penalty: 4753.034668
	Iteration 9Q: 3 clusters Score -1512454 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1512556.250000 Penalty: 4753.034668
	Iteration 10Q: 3 clusters Score -1512556 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1512666.125000 Penalty: 4753.034668
	Iteration 11Q: 3 clusters Score -1512666 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1512775.875000 Penalty: 4753.034668
	Iteration 12Q: 3 clusters Score -1512776 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1512897.125000 Penalty: 4753.034668
	Iteration 13Q: 3 clusters Score -1512897 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1513035.125000 Penalty: 4753.034668
	Iteration 14Q: 3 clusters Score -1513035 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1513206.500000 Penalty: 4753.034668
	Iteration 15Q: 3 clusters Score -1513206 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1513401.500000 Penalty: 4753.034668
	Iteration 16Q: 3 clusters Score -1513402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1513608.625000 Penalty: 4753.034668
	Iteration 17Q: 3 clusters Score -1513609 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1513842.250000 Penalty: 4753.034668
	Iteration 18Q: 3 clusters Score -1513842 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1514074.625000 Penalty: 4753.034668
	Iteration 19Q: 3 clusters Score -1514075 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1514272.500000 Penalty: 4753.034668
	Iteration 20F: 3 clusters Score -1514272 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1514404.750000 Penalty: 4753.034668
	Iteration 21Q: 3 clusters Score -1514405 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1514497.875000 Penalty: 4753.034668
	Iteration 22Q: 3 clusters Score -1514498 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1514576.375000 Penalty: 4753.034668
	Iteration 23Q: 3 clusters Score -1514576 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1514627.750000 Penalty: 4753.034668
	Iteration 24Q: 3 clusters Score -1514628 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1514670.000000 Penalty: 4753.034668
	Iteration 25Q: 3 clusters Score -1514670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1514705.375000 Penalty: 4753.034668
	Iteration 26Q: 3 clusters Score -1514705 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1514731.500000 Penalty: 4753.034668
	Iteration 27Q: 3 clusters Score -1514732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1514755.375000 Penalty: 4753.034668
	Iteration 28Q: 3 clusters Score -1514755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1514766.375000 Penalty: 4753.034668
	Iteration 29Q: 3 clusters Score -1514766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1514778.000000 Penalty: 4753.034668
	Iteration 30Q: 3 clusters Score -1514778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1514797.000000 Penalty: 4753.034668
	Iteration 31Q: 3 clusters Score -1514797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1514818.000000 Penalty: 4753.034668
	Iteration 32Q: 3 clusters Score -1514818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1514832.375000 Penalty: 4753.034668
	Iteration 33Q: 3 clusters Score -1514832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1514853.875000 Penalty: 4753.034668
	Iteration 34Q: 3 clusters Score -1514854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1514873.625000 Penalty: 4753.034668
	Iteration 35Q: 3 clusters Score -1514874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1514884.875000 Penalty: 4753.034668
	Iteration 36Q: 3 clusters Score -1514885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1514908.750000 Penalty: 4753.034668
	Iteration 37Q: 3 clusters Score -1514909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1514927.625000 Penalty: 4753.034668
	Iteration 38Q: 3 clusters Score -1514928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1514951.875000 Penalty: 4753.034668
	Iteration 39Q: 3 clusters Score -1514952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1514984.250000 Penalty: 4753.034668
	Iteration 40F: 3 clusters Score -1514984 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1515038.000000 Penalty: 4753.034668
	Iteration 41Q: 3 clusters Score -1515038 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1515099.125000 Penalty: 4753.034668
	Iteration 42Q: 3 clusters Score -1515099 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1515156.250000 Penalty: 4753.034668
	Iteration 43Q: 3 clusters Score -1515156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1515223.500000 Penalty: 4753.034668
	Iteration 44Q: 3 clusters Score -1515224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1515287.500000 Penalty: 4753.034668
	Iteration 45Q: 3 clusters Score -1515288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1515363.250000 Penalty: 4753.034668
	Iteration 46Q: 3 clusters Score -1515363 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1515451.625000 Penalty: 4753.034668
	Iteration 47Q: 3 clusters Score -1515452 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1515557.125000 Penalty: 4753.034668
	Iteration 48Q: 3 clusters Score -1515557 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1515691.375000 Penalty: 4753.034668
	Iteration 49Q: 3 clusters Score -1515691 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1515826.125000 Penalty: 4753.034668
	Iteration 50Q: 3 clusters Score -1515826 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1515934.875000 Penalty: 4753.034668
	Iteration 51Q: 3 clusters Score -1515935 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1516035.250000 Penalty: 4753.034668
	Iteration 52Q: 3 clusters Score -1516035 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1516105.250000 Penalty: 4753.034668
	Iteration 53Q: 3 clusters Score -1516105 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1516164.000000 Penalty: 4753.034668
	Iteration 54Q: 3 clusters Score -1516164 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1516213.125000 Penalty: 4753.034668
	Iteration 55Q: 3 clusters Score -1516213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1516244.875000 Penalty: 4753.034668
	Iteration 56Q: 3 clusters Score -1516245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1516274.875000 Penalty: 4753.034668
	Iteration 57Q: 3 clusters Score -1516275 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1516298.250000 Penalty: 4753.034668
	Iteration 58Q: 3 clusters Score -1516298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1516317.375000 Penalty: 4753.034668
	Iteration 59Q: 3 clusters Score -1516317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1516335.000000 Penalty: 4753.034668
	Iteration 60F: 3 clusters Score -1516335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1516348.625000 Penalty: 4753.034668
	Iteration 61Q: 3 clusters Score -1516349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1516360.875000 Penalty: 4753.034668
	Iteration 62Q: 3 clusters Score -1516361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1516369.500000 Penalty: 4753.034668
	Iteration 63Q: 3 clusters Score -1516370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1516384.125000 Penalty: 4753.034668
	Iteration 64Q: 3 clusters Score -1516384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1516394.625000 Penalty: 4753.034668
	Iteration 65Q: 3 clusters Score -1516395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1516397.500000 Penalty: 4753.034668
	Iteration 66Q: 3 clusters Score -1516398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1516404.500000 Penalty: 4753.034668
	Iteration 67Q: 3 clusters Score -1516404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1516417.250000 Penalty: 4753.034668
	Iteration 68Q: 3 clusters Score -1516417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1516418.750000 Penalty: 4753.034668
	Iteration 69Q: 3 clusters Score -1516419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1516421.375000 Penalty: 4753.034668
	Iteration 70Q: 3 clusters Score -1516421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1516421.750000 Penalty: 4753.034668
	Iteration 71Q: 3 clusters Score -1516422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1516428.250000 Penalty: 4753.034668
	Iteration 72Q: 3 clusters Score -1516428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1516432.875000 Penalty: 4753.034668
	Iteration 73Q: 3 clusters Score -1516433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1516437.625000 Penalty: 4753.034668
	Iteration 74Q: 3 clusters Score -1516438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1516438.625000 Penalty: 4753.034668
	Iteration 75Q: 3 clusters Score -1516439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1516442.250000 Penalty: 4753.034668
	Iteration 76Q: 3 clusters Score -1516442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1516447.750000 Penalty: 4753.034668
	Iteration 77Q: 3 clusters Score -1516448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1516451.250000 Penalty: 4753.034668
	Iteration 78Q: 3 clusters Score -1516451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1516450.250000 Penalty: 4753.034668
	Iteration 79Q: 3 clusters Score -1516450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1516454.000000 Penalty: 4753.034668
	Iteration 80F: 3 clusters Score -1516454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1516460.125000 Penalty: 4753.034668
	Iteration 81Q: 3 clusters Score -1516460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1516462.375000 Penalty: 4753.034668
	Iteration 82Q: 3 clusters Score -1516462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1516466.625000 Penalty: 4753.034668
	Iteration 83Q: 3 clusters Score -1516467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1516466.250000 Penalty: 4753.034668
	Iteration 84Q: 3 clusters Score -1516466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1516471.500000 Penalty: 4753.034668
	Iteration 85Q: 3 clusters Score -1516472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1516473.250000 Penalty: 4753.034668
	Iteration 86Q: 3 clusters Score -1516473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1516473.375000 Penalty: 4753.034668
	Iteration 87Q: 3 clusters Score -1516473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1516476.250000 Penalty: 4753.034668
	Iteration 88Q: 3 clusters Score -1516476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1516477.750000 Penalty: 4753.034668
	Iteration 89Q: 3 clusters Score -1516478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1516486.375000 Penalty: 4753.034668
	Iteration 90Q: 3 clusters Score -1516486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1516482.000000 Penalty: 4753.034668
	Iteration 91Q: 3 clusters Score -1516482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1516488.500000 Penalty: 4753.034668
	Iteration 92Q: 3 clusters Score -1516488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1516485.500000 Penalty: 4753.034668
	Iteration 93Q: 3 clusters Score -1516486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1516488.000000 Penalty: 4753.034668
	Iteration 94Q: 3 clusters Score -1516488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1516489.250000 Penalty: 4753.034668
	Iteration 95Q: 3 clusters Score -1516489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1516489.625000 Penalty: 4753.034668
	Iteration 96Q: 3 clusters Score -1516490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1516488.875000 Penalty: 4753.034668
	Iteration 97Q: 3 clusters Score -1516489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1516489.000000 Penalty: 4753.034668
	Iteration 98Q: 3 clusters Score -1516489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1516492.875000 Penalty: 4753.034668
	Iteration 99Q: 3 clusters Score -1516493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1516494.250000 Penalty: 4753.034668
	Iteration 100F: 3 clusters Score -1516494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1516494.125000 Penalty: 4753.034668
	Iteration 101Q: 3 clusters Score -1516494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1516492.625000 Penalty: 4753.034668
	Iteration 102Q: 3 clusters Score -1516493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1516496.250000 Penalty: 4753.034668
	Iteration 103Q: 3 clusters Score -1516496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1516496.500000 Penalty: 4753.034668
	Iteration 104Q: 3 clusters Score -1516496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1516498.000000 Penalty: 4753.034668
	Iteration 105Q: 3 clusters Score -1516498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1516495.875000 Penalty: 4753.034668
	Iteration 106Q: 3 clusters Score -1516496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1516495.625000 Penalty: 4753.034668
	Iteration 107Q: 3 clusters Score -1516496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1516498.625000 Penalty: 4753.034668
	Iteration 108Q: 3 clusters Score -1516499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1516496.625000 Penalty: 4753.034668
	Iteration 109Q: 3 clusters Score -1516497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1516497.500000 Penalty: 4753.034668
	Iteration 110Q: 3 clusters Score -1516498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1516496.875000 Penalty: 4753.034668
	Iteration 111Q: 3 clusters Score -1516497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1516496.875000 Penalty: 4753.034668
	Iteration 112F: 3 clusters Score -1516497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Entering Unmasked Estep 
Score: -6316268.000000 Penalty: 2734.608154
	Iteration 0F: 2 clusters Score -6316268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -6274906.000000 Penalty: 5469.216309
	Iteration 0F: 3 clusters Score -6274906 nChanged 28552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -6290657.000000 Penalty: 5469.216309
	Iteration 1F: 3 clusters Score -6290657 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -6291232.500000 Penalty: 5469.216309
	Iteration 2Q: 3 clusters Score -6291232 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6291873.000000 Penalty: 5469.216309
	Iteration 3Q: 3 clusters Score -6291873 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -6292775.000000 Penalty: 5469.216309
	Iteration 4Q: 3 clusters Score -6292775 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -6294134.500000 Penalty: 5469.216309
	Iteration 5Q: 3 clusters Score -6294134 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -6296356.000000 Penalty: 5469.216309
	Iteration 6F: 3 clusters Score -6296356 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -6299793.500000 Penalty: 5469.216309
	Iteration 7F: 3 clusters Score -6299794 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6304339.500000 Penalty: 5469.216309
	Iteration 8F: 3 clusters Score -6304340 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -6308730.000000 Penalty: 5469.216309
	Iteration 9F: 3 clusters Score -6308730 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -6311648.500000 Penalty: 5469.216309
	Iteration 10Q: 3 clusters Score -6311648 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -6313008.000000 Penalty: 5469.216309
	Iteration 11Q: 3 clusters Score -6313008 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -6313516.500000 Penalty: 5469.216309
	Iteration 12Q: 3 clusters Score -6313516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -6313664.000000 Penalty: 5469.216309
	Iteration 13Q: 3 clusters Score -6313664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -6313742.500000 Penalty: 5469.216309
	Iteration 14Q: 3 clusters Score -6313742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -6313777.500000 Penalty: 5469.216309
	Iteration 15Q: 3 clusters Score -6313778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -6313803.500000 Penalty: 5469.216309
	Iteration 16Q: 3 clusters Score -6313804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -6313818.000000 Penalty: 5469.216309
	Iteration 17Q: 3 clusters Score -6313818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -6313831.000000 Penalty: 5469.216309
	Iteration 18Q: 3 clusters Score -6313831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -6313829.500000 Penalty: 5469.216309
	Iteration 19Q: 3 clusters Score -6313830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -6313832.500000 Penalty: 5469.216309
	Iteration 20F: 3 clusters Score -6313832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -6313833.000000 Penalty: 5469.216309
	Iteration 21Q: 3 clusters Score -6313833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -6313833.000000 Penalty: 5469.216309
	Iteration 22F: 3 clusters Score -6313833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -250593.828125 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -250593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -247661.531250 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -247661.5 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -248224.906250 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -248224.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -248359.265625 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -248359.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -248441.531250 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -248441.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -248501.125000 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -248501.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -248546.671875 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -248546.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -248577.406250 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -248577.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -248604.453125 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -248604.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -248627.468750 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -248627.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -248640.328125 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -248640.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -248655.515625 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -248655.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -248672.937500 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -248672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248685.453125 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -248685.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -248697.234375 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -248697.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -248703.937500 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -248703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -248710.656250 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -248710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -248716.000000 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -248716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -248718.156250 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -248718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -248720.562500 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -248720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -248722.312500 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -248722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -248724.062500 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -248724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -248725.703125 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -248725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -248727.640625 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -248727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -248730.453125 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -248730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -248732.859375 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -248732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -248734.000000 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -248734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -248736.484375 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -248736.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -248741.296875 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -248741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -248743.171875 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -248743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -248745.171875 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -248745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -248748.343750 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -248748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -248751.812500 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -248751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -248756.281250 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -248756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -248756.281250 Penalty: 3884.088135
	Iteration 33F: 3 clusters Score -248756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (342901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342901 members 
Entering Unmasked Estep 
Score: -36374992.000000 Penalty: 3160.808838
	Iteration 0F: 2 clusters Score -3.637499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171688 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -36153512.000000 Penalty: 6321.617676
	Iteration 0F: 3 clusters Score -3.615351e+07 nChanged 166079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -36252160.000000 Penalty: 6321.617676
	Iteration 1F: 3 clusters Score -3.625216e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -36254036.000000 Penalty: 6321.617676
	Iteration 2Q: 3 clusters Score -3.625404e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182286 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -36256868.000000 Penalty: 6321.617676
	Iteration 3Q: 3 clusters Score -3.625687e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -36261776.000000 Penalty: 6321.617676
	Iteration 4Q: 3 clusters Score -3.626178e+07 nChanged 14874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196383 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -36269876.000000 Penalty: 6321.617676
	Iteration 5Q: 3 clusters Score -3.626988e+07 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206568 members 
Mstep: Class 2 contains 136333 members 
Entering Unmasked Estep 
Score: -36282700.000000 Penalty: 6321.617676
	Iteration 6F: 3 clusters Score -3.62827e+07 nChanged 21870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216908 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -36301236.000000 Penalty: 6321.617676
	Iteration 7F: 3 clusters Score -3.630124e+07 nChanged 23349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224267 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -36321224.000000 Penalty: 6321.617676
	Iteration 8F: 3 clusters Score -3.632122e+07 nChanged 20952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227663 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -36335288.000000 Penalty: 6321.617676
	Iteration 9F: 3 clusters Score -3.633529e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229250 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -36341400.000000 Penalty: 6321.617676
	Iteration 10Q: 3 clusters Score -3.63414e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230427 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -36344152.000000 Penalty: 6321.617676
	Iteration 11Q: 3 clusters Score -3.634415e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231406 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -36345840.000000 Penalty: 6321.617676
	Iteration 12Q: 3 clusters Score -3.634584e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231792 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -36347512.000000 Penalty: 6321.617676
	Iteration 13Q: 3 clusters Score -3.634751e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231794 members 
Mstep: Class 2 contains 111107 members 
Entering Unmasked Estep 
Score: -36349344.000000 Penalty: 6321.617676
	Iteration 14Q: 3 clusters Score -3.634934e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231343 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -36351276.000000 Penalty: 6321.617676
	Iteration 15Q: 3 clusters Score -3.635128e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230289 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -36353152.000000 Penalty: 6321.617676
	Iteration 16Q: 3 clusters Score -3.635315e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228821 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -36355084.000000 Penalty: 6321.617676
	Iteration 17Q: 3 clusters Score -3.635508e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227093 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -36357328.000000 Penalty: 6321.617676
	Iteration 18Q: 3 clusters Score -3.635733e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225347 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -36359528.000000 Penalty: 6321.617676
	Iteration 19Q: 3 clusters Score -3.635953e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223772 members 
Mstep: Class 2 contains 119129 members 
Entering Unmasked Estep 
Score: -36361432.000000 Penalty: 6321.617676
	Iteration 20F: 3 clusters Score -3.636143e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222375 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -36362932.000000 Penalty: 6321.617676
	Iteration 21Q: 3 clusters Score -3.636293e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221224 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -36363984.000000 Penalty: 6321.617676
	Iteration 22Q: 3 clusters Score -3.636398e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220188 members 
Mstep: Class 2 contains 122713 members 
Entering Unmasked Estep 
Score: -36364480.000000 Penalty: 6321.617676
	Iteration 23Q: 3 clusters Score -3.636448e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219264 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -36364564.000000 Penalty: 6321.617676
	Iteration 24Q: 3 clusters Score -3.636456e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218416 members 
Mstep: Class 2 contains 124485 members 
Entering Unmasked Estep 
Score: -36364820.000000 Penalty: 6321.617676
	Iteration 25Q: 3 clusters Score -3.636482e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217576 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -36364952.000000 Penalty: 6321.617676
	Iteration 26Q: 3 clusters Score -3.636495e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216768 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -36365052.000000 Penalty: 6321.617676
	Iteration 27Q: 3 clusters Score -3.636505e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215994 members 
Mstep: Class 2 contains 126907 members 
Entering Unmasked Estep 
Score: -36365148.000000 Penalty: 6321.617676
	Iteration 28Q: 3 clusters Score -3.636515e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215232 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -36365224.000000 Penalty: 6321.617676
	Iteration 29Q: 3 clusters Score -3.636522e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214470 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -36365236.000000 Penalty: 6321.617676
	Iteration 30Q: 3 clusters Score -3.636524e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213650 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -36365276.000000 Penalty: 6321.617676
	Iteration 31Q: 3 clusters Score -3.636528e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212842 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -36365324.000000 Penalty: 6321.617676
	Iteration 32Q: 3 clusters Score -3.636532e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212055 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -36365328.000000 Penalty: 6321.617676
	Iteration 33Q: 3 clusters Score -3.636533e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211226 members 
Mstep: Class 2 contains 131675 members 
Entering Unmasked Estep 
Score: -36365436.000000 Penalty: 6321.617676
	Iteration 34Q: 3 clusters Score -3.636544e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210395 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -36365376.000000 Penalty: 6321.617676
	Iteration 35Q: 3 clusters Score -3.636538e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209558 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -36365356.000000 Penalty: 6321.617676
	Iteration 36Q: 3 clusters Score -3.636536e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208769 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -36365352.000000 Penalty: 6321.617676
	Iteration 37Q: 3 clusters Score -3.636535e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207955 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -36365420.000000 Penalty: 6321.617676
	Iteration 38Q: 3 clusters Score -3.636542e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207166 members 
Mstep: Class 2 contains 135735 members 
Entering Unmasked Estep 
Score: -36365444.000000 Penalty: 6321.617676
	Iteration 39Q: 3 clusters Score -3.636544e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206421 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -36365532.000000 Penalty: 6321.617676
	Iteration 40F: 3 clusters Score -3.636553e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205664 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
Score: -36365636.000000 Penalty: 6321.617676
	Iteration 41Q: 3 clusters Score -3.636564e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204929 members 
Mstep: Class 2 contains 137972 members 
Entering Unmasked Estep 
Score: -36365672.000000 Penalty: 6321.617676
	Iteration 42Q: 3 clusters Score -3.636567e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204191 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -36365676.000000 Penalty: 6321.617676
	Iteration 43Q: 3 clusters Score -3.636568e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203459 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -36365704.000000 Penalty: 6321.617676
	Iteration 44Q: 3 clusters Score -3.63657e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202734 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -36365752.000000 Penalty: 6321.617676
	Iteration 45Q: 3 clusters Score -3.636575e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -36365768.000000 Penalty: 6321.617676
	Iteration 46Q: 3 clusters Score -3.636577e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201240 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -36365800.000000 Penalty: 6321.617676
	Iteration 47Q: 3 clusters Score -3.63658e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200466 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -36365896.000000 Penalty: 6321.617676
	Iteration 48Q: 3 clusters Score -3.63659e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 143252 members 
Entering Unmasked Estep 
Score: -36365904.000000 Penalty: 6321.617676
	Iteration 49Q: 3 clusters Score -3.63659e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198833 members 
Mstep: Class 2 contains 144068 members 
Entering Unmasked Estep 
Score: -36365960.000000 Penalty: 6321.617676
	Iteration 50Q: 3 clusters Score -3.636596e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198061 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -36365964.000000 Penalty: 6321.617676
	Iteration 51Q: 3 clusters Score -3.636596e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197341 members 
Mstep: Class 2 contains 145560 members 
Entering Unmasked Estep 
Score: -36365984.000000 Penalty: 6321.617676
	Iteration 52Q: 3 clusters Score -3.636598e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196628 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -36365972.000000 Penalty: 6321.617676
	Iteration 53Q: 3 clusters Score -3.636597e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195855 members 
Mstep: Class 2 contains 147046 members 
Entering Unmasked Estep 
Score: -36365988.000000 Penalty: 6321.617676
	Iteration 54Q: 3 clusters Score -3.636599e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195113 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -36366084.000000 Penalty: 6321.617676
	Iteration 55Q: 3 clusters Score -3.636608e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194374 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -36366232.000000 Penalty: 6321.617676
	Iteration 56Q: 3 clusters Score -3.636623e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -36366372.000000 Penalty: 6321.617676
	Iteration 57Q: 3 clusters Score -3.636637e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 150058 members 
Entering Unmasked Estep 
Score: -36366500.000000 Penalty: 6321.617676
	Iteration 58Q: 3 clusters Score -3.63665e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192019 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -36366600.000000 Penalty: 6321.617676
	Iteration 59Q: 3 clusters Score -3.63666e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191177 members 
Mstep: Class 2 contains 151724 members 
Entering Unmasked Estep 
Score: -36366596.000000 Penalty: 6321.617676
	Iteration 60F: 3 clusters Score -3.63666e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190352 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -36366548.000000 Penalty: 6321.617676
	Iteration 61Q: 3 clusters Score -3.636655e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189515 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -36366600.000000 Penalty: 6321.617676
	Iteration 62Q: 3 clusters Score -3.63666e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188641 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -36366684.000000 Penalty: 6321.617676
	Iteration 63Q: 3 clusters Score -3.636668e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -36366788.000000 Penalty: 6321.617676
	Iteration 64Q: 3 clusters Score -3.636679e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186830 members 
Mstep: Class 2 contains 156071 members 
Entering Unmasked Estep 
Score: -36366828.000000 Penalty: 6321.617676
	Iteration 65Q: 3 clusters Score -3.636683e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185853 members 
Mstep: Class 2 contains 157048 members 
Entering Unmasked Estep 
Score: -36366928.000000 Penalty: 6321.617676
	Iteration 66Q: 3 clusters Score -3.636693e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184820 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -36367008.000000 Penalty: 6321.617676
	Iteration 67Q: 3 clusters Score -3.636701e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183787 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -36367112.000000 Penalty: 6321.617676
	Iteration 68Q: 3 clusters Score -3.636711e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 160111 members 
Entering Unmasked Estep 
Score: -36367308.000000 Penalty: 6321.617676
	Iteration 69Q: 3 clusters Score -3.636731e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 161038 members 
Entering Unmasked Estep 
Score: -36367336.000000 Penalty: 6321.617676
	Iteration 70Q: 3 clusters Score -3.636734e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -36367308.000000 Penalty: 6321.617676
	Iteration 71Q: 3 clusters Score -3.636731e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179965 members 
Mstep: Class 2 contains 162936 members 
Entering Unmasked Estep 
Score: -36367328.000000 Penalty: 6321.617676
	Iteration 72Q: 3 clusters Score -3.636733e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -36367456.000000 Penalty: 6321.617676
	Iteration 73Q: 3 clusters Score -3.636746e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178095 members 
Mstep: Class 2 contains 164806 members 
Entering Unmasked Estep 
Score: -36367432.000000 Penalty: 6321.617676
	Iteration 74Q: 3 clusters Score -3.636743e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -36367584.000000 Penalty: 6321.617676
	Iteration 75Q: 3 clusters Score -3.636758e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 166901 members 
Entering Unmasked Estep 
Score: -36367816.000000 Penalty: 6321.617676
	Iteration 76Q: 3 clusters Score -3.636782e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 168032 members 
Entering Unmasked Estep 
Score: -36367952.000000 Penalty: 6321.617676
	Iteration 77Q: 3 clusters Score -3.636795e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -36368028.000000 Penalty: 6321.617676
	Iteration 78Q: 3 clusters Score -3.636803e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 170271 members 
Entering Unmasked Estep 
Score: -36368204.000000 Penalty: 6321.617676
	Iteration 79Q: 3 clusters Score -3.63682e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171504 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -36368368.000000 Penalty: 6321.617676
	Iteration 80F: 3 clusters Score -3.636837e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170390 members 
Mstep: Class 2 contains 172511 members 
Entering Unmasked Estep 
Score: -36368448.000000 Penalty: 6321.617676
	Iteration 81Q: 3 clusters Score -3.636845e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169264 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -36368500.000000 Penalty: 6321.617676
	Iteration 82Q: 3 clusters Score -3.63685e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168161 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -36368672.000000 Penalty: 6321.617676
	Iteration 83Q: 3 clusters Score -3.636867e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -36368812.000000 Penalty: 6321.617676
	Iteration 84Q: 3 clusters Score -3.636881e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165870 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -36368864.000000 Penalty: 6321.617676
	Iteration 85Q: 3 clusters Score -3.636886e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
Score: -36368884.000000 Penalty: 6321.617676
	Iteration 86Q: 3 clusters Score -3.636888e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163660 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -36368996.000000 Penalty: 6321.617676
	Iteration 87Q: 3 clusters Score -3.6369e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162595 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -36369072.000000 Penalty: 6321.617676
	Iteration 88Q: 3 clusters Score -3.636907e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -36369008.000000 Penalty: 6321.617676
	Iteration 89Q: 3 clusters Score -3.636901e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 182413 members 
Entering Unmasked Estep 
Score: -36369028.000000 Penalty: 6321.617676
	Iteration 90Q: 3 clusters Score -3.636903e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -36369076.000000 Penalty: 6321.617676
	Iteration 91Q: 3 clusters Score -3.636908e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 184699 members 
Entering Unmasked Estep 
Score: -36369212.000000 Penalty: 6321.617676
	Iteration 92Q: 3 clusters Score -3.636921e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157041 members 
Mstep: Class 2 contains 185860 members 
Entering Unmasked Estep 
Score: -36369244.000000 Penalty: 6321.617676
	Iteration 93Q: 3 clusters Score -3.636924e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 187085 members 
Entering Unmasked Estep 
Score: -36369432.000000 Penalty: 6321.617676
	Iteration 94Q: 3 clusters Score -3.636943e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 188363 members 
Entering Unmasked Estep 
Score: -36369488.000000 Penalty: 6321.617676
	Iteration 95Q: 3 clusters Score -3.636949e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 189613 members 
Entering Unmasked Estep 
Score: -36369660.000000 Penalty: 6321.617676
	Iteration 96Q: 3 clusters Score -3.636966e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 190804 members 
Entering Unmasked Estep 
Score: -36369632.000000 Penalty: 6321.617676
	Iteration 97Q: 3 clusters Score -3.636963e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 192003 members 
Entering Unmasked Estep 
Score: -36369652.000000 Penalty: 6321.617676
	Iteration 98Q: 3 clusters Score -3.636965e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 193189 members 
Entering Unmasked Estep 
Score: -36369772.000000 Penalty: 6321.617676
	Iteration 99Q: 3 clusters Score -3.636977e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 194328 members 
Entering Unmasked Estep 
Score: -36369828.000000 Penalty: 6321.617676
	Iteration 100F: 3 clusters Score -3.636983e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 195486 members 
Entering Unmasked Estep 
Score: -36369904.000000 Penalty: 6321.617676
	Iteration 101Q: 3 clusters Score -3.63699e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 196631 members 
Entering Unmasked Estep 
Score: -36370000.000000 Penalty: 6321.617676
	Iteration 102Q: 3 clusters Score -3.637e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145199 members 
Mstep: Class 2 contains 197702 members 
Entering Unmasked Estep 
Score: -36370100.000000 Penalty: 6321.617676
	Iteration 103Q: 3 clusters Score -3.63701e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144188 members 
Mstep: Class 2 contains 198713 members 
Entering Unmasked Estep 
Score: -36370040.000000 Penalty: 6321.617676
	Iteration 104Q: 3 clusters Score -3.637004e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143160 members 
Mstep: Class 2 contains 199741 members 
Entering Unmasked Estep 
Score: -36370184.000000 Penalty: 6321.617676
	Iteration 105Q: 3 clusters Score -3.637018e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142168 members 
Mstep: Class 2 contains 200733 members 
Entering Unmasked Estep 
Score: -36370280.000000 Penalty: 6321.617676
	Iteration 106Q: 3 clusters Score -3.637028e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 201718 members 
Entering Unmasked Estep 
Score: -36370408.000000 Penalty: 6321.617676
	Iteration 107Q: 3 clusters Score -3.637041e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 202739 members 
Entering Unmasked Estep 
Score: -36370404.000000 Penalty: 6321.617676
	Iteration 108Q: 3 clusters Score -3.63704e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139173 members 
Mstep: Class 2 contains 203728 members 
Entering Unmasked Estep 
Score: -36370376.000000 Penalty: 6321.617676
	Iteration 109Q: 3 clusters Score -3.637038e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 204679 members 
Entering Unmasked Estep 
Score: -36370480.000000 Penalty: 6321.617676
	Iteration 110Q: 3 clusters Score -3.637048e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137257 members 
Mstep: Class 2 contains 205644 members 
Entering Unmasked Estep 
Score: -36370620.000000 Penalty: 6321.617676
	Iteration 111Q: 3 clusters Score -3.637062e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Mstep: Class 2 contains 206576 members 
Entering Unmasked Estep 
Score: -36370652.000000 Penalty: 6321.617676
	Iteration 112Q: 3 clusters Score -3.637065e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135363 members 
Mstep: Class 2 contains 207538 members 
Entering Unmasked Estep 
Score: -36370588.000000 Penalty: 6321.617676
	Iteration 113Q: 3 clusters Score -3.637059e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134377 members 
Mstep: Class 2 contains 208524 members 
Entering Unmasked Estep 
Score: -36370616.000000 Penalty: 6321.617676
	Iteration 114Q: 3 clusters Score -3.637062e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133350 members 
Mstep: Class 2 contains 209551 members 
Entering Unmasked Estep 
Score: -36370708.000000 Penalty: 6321.617676
	Iteration 115Q: 3 clusters Score -3.637071e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 210485 members 
Entering Unmasked Estep 
Score: -36370624.000000 Penalty: 6321.617676
	Iteration 116Q: 3 clusters Score -3.637062e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131434 members 
Mstep: Class 2 contains 211467 members 
Entering Unmasked Estep 
Score: -36370772.000000 Penalty: 6321.617676
	Iteration 117Q: 3 clusters Score -3.637077e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 212454 members 
Entering Unmasked Estep 
Score: -36370900.000000 Penalty: 6321.617676
	Iteration 118Q: 3 clusters Score -3.63709e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129434 members 
Mstep: Class 2 contains 213467 members 
Entering Unmasked Estep 
Score: -36370900.000000 Penalty: 6321.617676
	Iteration 119Q: 3 clusters Score -3.63709e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128385 members 
Mstep: Class 2 contains 214516 members 
Entering Unmasked Estep 
Score: -36370972.000000 Penalty: 6321.617676
	Iteration 120F: 3 clusters Score -3.637097e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127365 members 
Mstep: Class 2 contains 215536 members 
Entering Unmasked Estep 
Score: -36371084.000000 Penalty: 6321.617676
	Iteration 121Q: 3 clusters Score -3.637108e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 216537 members 
Entering Unmasked Estep 
Score: -36371236.000000 Penalty: 6321.617676
	Iteration 122Q: 3 clusters Score -3.637124e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125359 members 
Mstep: Class 2 contains 217542 members 
Entering Unmasked Estep 
Score: -36371264.000000 Penalty: 6321.617676
	Iteration 123Q: 3 clusters Score -3.637126e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 218538 members 
Entering Unmasked Estep 
Score: -36371280.000000 Penalty: 6321.617676
	Iteration 124Q: 3 clusters Score -3.637128e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 219546 members 
Entering Unmasked Estep 
Score: -36371416.000000 Penalty: 6321.617676
	Iteration 125Q: 3 clusters Score -3.637142e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122397 members 
Mstep: Class 2 contains 220504 members 
Entering Unmasked Estep 
Score: -36371444.000000 Penalty: 6321.617676
	Iteration 126Q: 3 clusters Score -3.637144e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6321.617676
	Iteration 127Q: 3 clusters Score -3.637133e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120433 members 
Mstep: Class 2 contains 222468 members 
Entering Unmasked Estep 
Score: -36371380.000000 Penalty: 6321.617676
	Iteration 128Q: 3 clusters Score -3.637138e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 223459 members 
Entering Unmasked Estep 
Score: -36371372.000000 Penalty: 6321.617676
	Iteration 129Q: 3 clusters Score -3.637137e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 224422 members 
Entering Unmasked Estep 
Score: -36371428.000000 Penalty: 6321.617676
	Iteration 130Q: 3 clusters Score -3.637143e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117532 members 
Mstep: Class 2 contains 225369 members 
Entering Unmasked Estep 
Score: -36371616.000000 Penalty: 6321.617676
	Iteration 131Q: 3 clusters Score -3.637162e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116580 members 
Mstep: Class 2 contains 226321 members 
Entering Unmasked Estep 
Score: -36371764.000000 Penalty: 6321.617676
	Iteration 132Q: 3 clusters Score -3.637176e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 227341 members 
Entering Unmasked Estep 
Score: -36371820.000000 Penalty: 6321.617676
	Iteration 133Q: 3 clusters Score -3.637182e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 228346 members 
Entering Unmasked Estep 
Score: -36371924.000000 Penalty: 6321.617676
	Iteration 134Q: 3 clusters Score -3.637192e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 229322 members 
Entering Unmasked Estep 
Score: -36371920.000000 Penalty: 6321.617676
	Iteration 135Q: 3 clusters Score -3.637192e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 230274 members 
Entering Unmasked Estep 
Score: -36371984.000000 Penalty: 6321.617676
	Iteration 136Q: 3 clusters Score -3.637198e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111684 members 
Mstep: Class 2 contains 231217 members 
Entering Unmasked Estep 
Score: -36371976.000000 Penalty: 6321.617676
	Iteration 137Q: 3 clusters Score -3.637198e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 232121 members 
Entering Unmasked Estep 
Score: -36372116.000000 Penalty: 6321.617676
	Iteration 138Q: 3 clusters Score -3.637212e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 233032 members 
Entering Unmasked Estep 
Score: -36372128.000000 Penalty: 6321.617676
	Iteration 139Q: 3 clusters Score -3.637213e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 233952 members 
Entering Unmasked Estep 
Score: -36372072.000000 Penalty: 6321.617676
	Iteration 140F: 3 clusters Score -3.637207e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 234819 members 
Entering Unmasked Estep 
Score: -36372104.000000 Penalty: 6321.617676
	Iteration 141Q: 3 clusters Score -3.63721e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 235701 members 
Entering Unmasked Estep 
Score: -36372248.000000 Penalty: 6321.617676
	Iteration 142Q: 3 clusters Score -3.637225e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 236556 members 
Entering Unmasked Estep 
Score: -36372216.000000 Penalty: 6321.617676
	Iteration 143Q: 3 clusters Score -3.637222e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 237398 members 
Entering Unmasked Estep 
Score: -36372268.000000 Penalty: 6321.617676
	Iteration 144Q: 3 clusters Score -3.637227e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 238251 members 
Entering Unmasked Estep 
Score: -36372380.000000 Penalty: 6321.617676
	Iteration 145Q: 3 clusters Score -3.637238e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 239096 members 
Entering Unmasked Estep 
Score: -36372524.000000 Penalty: 6321.617676
	Iteration 146Q: 3 clusters Score -3.637252e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 239935 members 
Entering Unmasked Estep 
Score: -36372528.000000 Penalty: 6321.617676
	Iteration 147Q: 3 clusters Score -3.637253e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 240787 members 
Entering Unmasked Estep 
Score: -36372680.000000 Penalty: 6321.617676
	Iteration 148Q: 3 clusters Score -3.637268e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 241586 members 
Entering Unmasked Estep 
Score: -36372800.000000 Penalty: 6321.617676
	Iteration 149Q: 3 clusters Score -3.63728e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 242370 members 
Entering Unmasked Estep 
Score: -36372780.000000 Penalty: 6321.617676
	Iteration 150Q: 3 clusters Score -3.637278e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 243101 members 
Entering Unmasked Estep 
Score: -36372848.000000 Penalty: 6321.617676
	Iteration 151Q: 3 clusters Score -3.637285e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 243781 members 
Entering Unmasked Estep 
Score: -36372856.000000 Penalty: 6321.617676
	Iteration 152Q: 3 clusters Score -3.637286e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 244488 members 
Entering Unmasked Estep 
Score: -36372872.000000 Penalty: 6321.617676
	Iteration 153Q: 3 clusters Score -3.637287e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 245116 members 
Entering Unmasked Estep 
Score: -36372908.000000 Penalty: 6321.617676
	Iteration 154Q: 3 clusters Score -3.637291e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 245754 members 
Entering Unmasked Estep 
Score: -36372932.000000 Penalty: 6321.617676
	Iteration 155Q: 3 clusters Score -3.637293e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 246383 members 
Entering Unmasked Estep 
Score: -36373028.000000 Penalty: 6321.617676
	Iteration 156Q: 3 clusters Score -3.637303e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 247002 members 
Entering Unmasked Estep 
Score: -36373072.000000 Penalty: 6321.617676
	Iteration 157Q: 3 clusters Score -3.637307e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 247580 members 
Entering Unmasked Estep 
Score: -36373100.000000 Penalty: 6321.617676
	Iteration 158Q: 3 clusters Score -3.63731e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 248146 members 
Entering Unmasked Estep 
Score: -36373168.000000 Penalty: 6321.617676
	Iteration 159Q: 3 clusters Score -3.637317e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 248737 members 
Entering Unmasked Estep 
Score: -36373156.000000 Penalty: 6321.617676
	Iteration 160F: 3 clusters Score -3.637316e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 249331 members 
Entering Unmasked Estep 
Score: -36373236.000000 Penalty: 6321.617676
	Iteration 161Q: 3 clusters Score -3.637324e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 249879 members 
Entering Unmasked Estep 
Score: -36373276.000000 Penalty: 6321.617676
	Iteration 162Q: 3 clusters Score -3.637328e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 250428 members 
Entering Unmasked Estep 
Score: -36373176.000000 Penalty: 6321.617676
	Iteration 163Q: 3 clusters Score -3.637318e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 250941 members 
Entering Unmasked Estep 
Score: -36373252.000000 Penalty: 6321.617676
	Iteration 164Q: 3 clusters Score -3.637325e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 251443 members 
Entering Unmasked Estep 
Score: -36373224.000000 Penalty: 6321.617676
	Iteration 165Q: 3 clusters Score -3.637322e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 251960 members 
Entering Unmasked Estep 
Score: -36373252.000000 Penalty: 6321.617676
	Iteration 166Q: 3 clusters Score -3.637325e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 252465 members 
Entering Unmasked Estep 
Score: -36373340.000000 Penalty: 6321.617676
	Iteration 167Q: 3 clusters Score -3.637334e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 252968 members 
Entering Unmasked Estep 
Score: -36373320.000000 Penalty: 6321.617676
	Iteration 168Q: 3 clusters Score -3.637332e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 253498 members 
Entering Unmasked Estep 
Score: -36373304.000000 Penalty: 6321.617676
	Iteration 169Q: 3 clusters Score -3.63733e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 254025 members 
Entering Unmasked Estep 
Score: -36373420.000000 Penalty: 6321.617676
	Iteration 170Q: 3 clusters Score -3.637342e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 254552 members 
Entering Unmasked Estep 
Score: -36373404.000000 Penalty: 6321.617676
	Iteration 171Q: 3 clusters Score -3.63734e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 255045 members 
Entering Unmasked Estep 
Score: -36373384.000000 Penalty: 6321.617676
	Iteration 172Q: 3 clusters Score -3.637338e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 255568 members 
Entering Unmasked Estep 
Score: -36373300.000000 Penalty: 6321.617676
	Iteration 173Q: 3 clusters Score -3.63733e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 256066 members 
Entering Unmasked Estep 
Score: -36373292.000000 Penalty: 6321.617676
	Iteration 174Q: 3 clusters Score -3.637329e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 256532 members 
Entering Unmasked Estep 
Score: -36373304.000000 Penalty: 6321.617676
	Iteration 175Q: 3 clusters Score -3.63733e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 256999 members 
Entering Unmasked Estep 
Score: -36373256.000000 Penalty: 6321.617676
	Iteration 176Q: 3 clusters Score -3.637326e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 257498 members 
Entering Unmasked Estep 
Score: -36373304.000000 Penalty: 6321.617676
	Iteration 177Q: 3 clusters Score -3.63733e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 257972 members 
Entering Unmasked Estep 
Score: -36373268.000000 Penalty: 6321.617676
	Iteration 178Q: 3 clusters Score -3.637327e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 258441 members 
Entering Unmasked Estep 
Score: -36373308.000000 Penalty: 6321.617676
	Iteration 179Q: 3 clusters Score -3.637331e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 258862 members 
Entering Unmasked Estep 
Score: -36373336.000000 Penalty: 6321.617676
	Iteration 180F: 3 clusters Score -3.637334e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 259272 members 
Entering Unmasked Estep 
Score: -36373428.000000 Penalty: 6321.617676
	Iteration 181Q: 3 clusters Score -3.637343e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 259673 members 
Entering Unmasked Estep 
Score: -36373484.000000 Penalty: 6321.617676
	Iteration 182Q: 3 clusters Score -3.637348e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 260098 members 
Entering Unmasked Estep 
Score: -36373520.000000 Penalty: 6321.617676
	Iteration 183Q: 3 clusters Score -3.637352e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 260511 members 
Entering Unmasked Estep 
Score: -36373564.000000 Penalty: 6321.617676
	Iteration 184Q: 3 clusters Score -3.637356e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 260907 members 
Entering Unmasked Estep 
Score: -36373580.000000 Penalty: 6321.617676
	Iteration 185Q: 3 clusters Score -3.637358e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 261290 members 
Entering Unmasked Estep 
Score: -36373600.000000 Penalty: 6321.617676
	Iteration 186Q: 3 clusters Score -3.63736e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 261671 members 
Entering Unmasked Estep 
Score: -36373600.000000 Penalty: 6321.617676
	Iteration 187Q: 3 clusters Score -3.63736e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 262020 members 
Entering Unmasked Estep 
Score: -36373616.000000 Penalty: 6321.617676
	Iteration 188Q: 3 clusters Score -3.637362e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 262344 members 
Entering Unmasked Estep 
Score: -36373628.000000 Penalty: 6321.617676
	Iteration 189Q: 3 clusters Score -3.637363e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 262675 members 
Entering Unmasked Estep 
Score: -36373728.000000 Penalty: 6321.617676
	Iteration 190Q: 3 clusters Score -3.637373e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 263009 members 
Entering Unmasked Estep 
Score: -36373756.000000 Penalty: 6321.617676
	Iteration 191Q: 3 clusters Score -3.637376e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 263318 members 
Entering Unmasked Estep 
Score: -36373748.000000 Penalty: 6321.617676
	Iteration 192Q: 3 clusters Score -3.637375e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 263632 members 
Entering Unmasked Estep 
Score: -36373740.000000 Penalty: 6321.617676
	Iteration 193Q: 3 clusters Score -3.637374e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 263954 members 
Entering Unmasked Estep 
Score: -36373724.000000 Penalty: 6321.617676
	Iteration 194Q: 3 clusters Score -3.637372e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 264312 members 
Entering Unmasked Estep 
Score: -36373736.000000 Penalty: 6321.617676
	Iteration 195Q: 3 clusters Score -3.637374e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 264684 members 
Entering Unmasked Estep 
Score: -36373716.000000 Penalty: 6321.617676
	Iteration 196Q: 3 clusters Score -3.637372e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 265044 members 
Entering Unmasked Estep 
Score: -36373680.000000 Penalty: 6321.617676
	Iteration 197Q: 3 clusters Score -3.637368e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 265380 members 
Entering Unmasked Estep 
Score: -36373804.000000 Penalty: 6321.617676
	Iteration 198Q: 3 clusters Score -3.63738e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 265717 members 
Entering Unmasked Estep 
Score: -36373848.000000 Penalty: 6321.617676
	Iteration 199Q: 3 clusters Score -3.637385e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 266073 members 
Entering Unmasked Estep 
Score: -36373924.000000 Penalty: 6321.617676
	Iteration 200F: 3 clusters Score -3.637392e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 266408 members 
Entering Unmasked Estep 
Score: -36373848.000000 Penalty: 6321.617676
	Iteration 201Q: 3 clusters Score -3.637385e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 266736 members 
Entering Unmasked Estep 
Score: -36373876.000000 Penalty: 6321.617676
	Iteration 202Q: 3 clusters Score -3.637388e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 267074 members 
Entering Unmasked Estep 
Score: -36373912.000000 Penalty: 6321.617676
	Iteration 203Q: 3 clusters Score -3.637391e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 267412 members 
Entering Unmasked Estep 
Score: -36373976.000000 Penalty: 6321.617676
	Iteration 204Q: 3 clusters Score -3.637398e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 267777 members 
Entering Unmasked Estep 
Score: -36373952.000000 Penalty: 6321.617676
	Iteration 205Q: 3 clusters Score -3.637395e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 268151 members 
Entering Unmasked Estep 
Score: -36373904.000000 Penalty: 6321.617676
	Iteration 206Q: 3 clusters Score -3.63739e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 268515 members 
Entering Unmasked Estep 
Score: -36373956.000000 Penalty: 6321.617676
	Iteration 207Q: 3 clusters Score -3.637396e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 268876 members 
Entering Unmasked Estep 
Score: -36373960.000000 Penalty: 6321.617676
	Iteration 208Q: 3 clusters Score -3.637396e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 269212 members 
Entering Unmasked Estep 
Score: -36373948.000000 Penalty: 6321.617676
	Iteration 209Q: 3 clusters Score -3.637395e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 269562 members 
Entering Unmasked Estep 
Score: -36373952.000000 Penalty: 6321.617676
	Iteration 210Q: 3 clusters Score -3.637395e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 269925 members 
Entering Unmasked Estep 
Score: -36373992.000000 Penalty: 6321.617676
	Iteration 211Q: 3 clusters Score -3.637399e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 270310 members 
Entering Unmasked Estep 
Score: -36374016.000000 Penalty: 6321.617676
	Iteration 212Q: 3 clusters Score -3.637402e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 270677 members 
Entering Unmasked Estep 
Score: -36374108.000000 Penalty: 6321.617676
	Iteration 213Q: 3 clusters Score -3.637411e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 271047 members 
Entering Unmasked Estep 
Score: -36374092.000000 Penalty: 6321.617676
	Iteration 214Q: 3 clusters Score -3.637409e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 271405 members 
Entering Unmasked Estep 
Score: -36374016.000000 Penalty: 6321.617676
	Iteration 215Q: 3 clusters Score -3.637402e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 271753 members 
Entering Unmasked Estep 
Score: -36374036.000000 Penalty: 6321.617676
	Iteration 216Q: 3 clusters Score -3.637404e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 272106 members 
Entering Unmasked Estep 
Score: -36374068.000000 Penalty: 6321.617676
	Iteration 217Q: 3 clusters Score -3.637407e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 272440 members 
Entering Unmasked Estep 
Score: -36374164.000000 Penalty: 6321.617676
	Iteration 218Q: 3 clusters Score -3.637416e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 272771 members 
Entering Unmasked Estep 
Score: -36374220.000000 Penalty: 6321.617676
	Iteration 219Q: 3 clusters Score -3.637422e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 273089 members 
Entering Unmasked Estep 
Score: -36374240.000000 Penalty: 6321.617676
	Iteration 220F: 3 clusters Score -3.637424e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 273393 members 
Entering Unmasked Estep 
Score: -36374232.000000 Penalty: 6321.617676
	Iteration 221Q: 3 clusters Score -3.637423e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 273711 members 
Entering Unmasked Estep 
Score: -36374264.000000 Penalty: 6321.617676
	Iteration 222Q: 3 clusters Score -3.637426e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 274022 members 
Entering Unmasked Estep 
Score: -36374296.000000 Penalty: 6321.617676
	Iteration 223Q: 3 clusters Score -3.63743e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 274359 members 
Entering Unmasked Estep 
Score: -36374272.000000 Penalty: 6321.617676
	Iteration 224Q: 3 clusters Score -3.637427e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 274714 members 
Entering Unmasked Estep 
Score: -36374272.000000 Penalty: 6321.617676
	Iteration 225Q: 3 clusters Score -3.637427e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 275046 members 
Entering Unmasked Estep 
Score: -36374348.000000 Penalty: 6321.617676
	Iteration 226Q: 3 clusters Score -3.637435e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 275390 members 
Entering Unmasked Estep 
Score: -36374380.000000 Penalty: 6321.617676
	Iteration 227Q: 3 clusters Score -3.637438e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 275731 members 
Entering Unmasked Estep 
Score: -36374268.000000 Penalty: 6321.617676
	Iteration 228Q: 3 clusters Score -3.637427e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 276044 members 
Entering Unmasked Estep 
Score: -36374248.000000 Penalty: 6321.617676
	Iteration 229Q: 3 clusters Score -3.637425e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 276362 members 
Entering Unmasked Estep 
Score: -36374300.000000 Penalty: 6321.617676
	Iteration 230Q: 3 clusters Score -3.63743e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 276681 members 
Entering Unmasked Estep 
Score: -36374280.000000 Penalty: 6321.617676
	Iteration 231Q: 3 clusters Score -3.637428e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 276977 members 
Entering Unmasked Estep 
Score: -36374252.000000 Penalty: 6321.617676
	Iteration 232Q: 3 clusters Score -3.637425e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 277291 members 
Entering Unmasked Estep 
Score: -36374236.000000 Penalty: 6321.617676
	Iteration 233Q: 3 clusters Score -3.637424e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 277622 members 
Entering Unmasked Estep 
Score: -36374212.000000 Penalty: 6321.617676
	Iteration 234Q: 3 clusters Score -3.637421e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 277950 members 
Entering Unmasked Estep 
Score: -36374176.000000 Penalty: 6321.617676
	Iteration 235Q: 3 clusters Score -3.637418e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 278279 members 
Entering Unmasked Estep 
Score: -36374152.000000 Penalty: 6321.617676
	Iteration 236Q: 3 clusters Score -3.637415e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 278626 members 
Entering Unmasked Estep 
Score: -36374176.000000 Penalty: 6321.617676
	Iteration 237Q: 3 clusters Score -3.637418e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 278988 members 
Entering Unmasked Estep 
Score: -36374144.000000 Penalty: 6321.617676
	Iteration 238Q: 3 clusters Score -3.637414e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 279343 members 
Entering Unmasked Estep 
Score: -36374156.000000 Penalty: 6321.617676
	Iteration 239Q: 3 clusters Score -3.637416e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 279695 members 
Entering Unmasked Estep 
Score: -36374208.000000 Penalty: 6321.617676
	Iteration 240F: 3 clusters Score -3.637421e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 280056 members 
Entering Unmasked Estep 
Score: -36374336.000000 Penalty: 6321.617676
	Iteration 241Q: 3 clusters Score -3.637434e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 280409 members 
Entering Unmasked Estep 
Score: -36374396.000000 Penalty: 6321.617676
	Iteration 242Q: 3 clusters Score -3.63744e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 280748 members 
Entering Unmasked Estep 
Score: -36374420.000000 Penalty: 6321.617676
	Iteration 243Q: 3 clusters Score -3.637442e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 281091 members 
Entering Unmasked Estep 
Score: -36374392.000000 Penalty: 6321.617676
	Iteration 244Q: 3 clusters Score -3.637439e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 281447 members 
Entering Unmasked Estep 
Score: -36374496.000000 Penalty: 6321.617676
	Iteration 245Q: 3 clusters Score -3.63745e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 281794 members 
Entering Unmasked Estep 
Score: -36374492.000000 Penalty: 6321.617676
	Iteration 246Q: 3 clusters Score -3.637449e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 282144 members 
Entering Unmasked Estep 
Score: -36374492.000000 Penalty: 6321.617676
	Iteration 247Q: 3 clusters Score -3.637449e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 282503 members 
Entering Unmasked Estep 
Score: -36374524.000000 Penalty: 6321.617676
	Iteration 248Q: 3 clusters Score -3.637452e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 282848 members 
Entering Unmasked Estep 
Score: -36374536.000000 Penalty: 6321.617676
	Iteration 249Q: 3 clusters Score -3.637454e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 283197 members 
Entering Unmasked Estep 
Score: -36374604.000000 Penalty: 6321.617676
	Iteration 250Q: 3 clusters Score -3.63746e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 283554 members 
Entering Unmasked Estep 
Score: -36374656.000000 Penalty: 6321.617676
	Iteration 251Q: 3 clusters Score -3.637466e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 283926 members 
Entering Unmasked Estep 
Score: -36374736.000000 Penalty: 6321.617676
	Iteration 252Q: 3 clusters Score -3.637474e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 284300 members 
Entering Unmasked Estep 
Score: -36374692.000000 Penalty: 6321.617676
	Iteration 253Q: 3 clusters Score -3.637469e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 284689 members 
Entering Unmasked Estep 
Score: -36374616.000000 Penalty: 6321.617676
	Iteration 254Q: 3 clusters Score -3.637462e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 285034 members 
Entering Unmasked Estep 
Score: -36374676.000000 Penalty: 6321.617676
	Iteration 255Q: 3 clusters Score -3.637468e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 285388 members 
Entering Unmasked Estep 
Score: -36374724.000000 Penalty: 6321.617676
	Iteration 256Q: 3 clusters Score -3.637472e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 285708 members 
Entering Unmasked Estep 
Score: -36374704.000000 Penalty: 6321.617676
	Iteration 257Q: 3 clusters Score -3.63747e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 286034 members 
Entering Unmasked Estep 
Score: -36374752.000000 Penalty: 6321.617676
	Iteration 258Q: 3 clusters Score -3.637475e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 286372 members 
Entering Unmasked Estep 
Score: -36374716.000000 Penalty: 6321.617676
	Iteration 259Q: 3 clusters Score -3.637472e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 286701 members 
Entering Unmasked Estep 
Score: -36374736.000000 Penalty: 6321.617676
	Iteration 260F: 3 clusters Score -3.637474e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 287015 members 
Entering Unmasked Estep 
Score: -36374820.000000 Penalty: 6321.617676
	Iteration 261Q: 3 clusters Score -3.637482e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 287343 members 
Entering Unmasked Estep 
Score: -36374852.000000 Penalty: 6321.617676
	Iteration 262Q: 3 clusters Score -3.637485e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 287654 members 
Entering Unmasked Estep 
Score: -36374824.000000 Penalty: 6321.617676
	Iteration 263Q: 3 clusters Score -3.637482e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 287939 members 
Entering Unmasked Estep 
Score: -36374788.000000 Penalty: 6321.617676
	Iteration 264Q: 3 clusters Score -3.637479e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 288201 members 
Entering Unmasked Estep 
Score: -36374760.000000 Penalty: 6321.617676
	Iteration 265Q: 3 clusters Score -3.637476e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 288477 members 
Entering Unmasked Estep 
Score: -36374840.000000 Penalty: 6321.617676
	Iteration 266Q: 3 clusters Score -3.637484e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 288752 members 
Entering Unmasked Estep 
Score: -36374836.000000 Penalty: 6321.617676
	Iteration 267Q: 3 clusters Score -3.637484e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 289038 members 
Entering Unmasked Estep 
Score: -36374900.000000 Penalty: 6321.617676
	Iteration 268Q: 3 clusters Score -3.63749e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 289326 members 
Entering Unmasked Estep 
Score: -36374920.000000 Penalty: 6321.617676
	Iteration 269Q: 3 clusters Score -3.637492e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 289580 members 
Entering Unmasked Estep 
Score: -36374908.000000 Penalty: 6321.617676
	Iteration 270Q: 3 clusters Score -3.637491e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 289853 members 
Entering Unmasked Estep 
Score: -36374928.000000 Penalty: 6321.617676
	Iteration 271Q: 3 clusters Score -3.637493e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 290149 members 
Entering Unmasked Estep 
Score: -36374928.000000 Penalty: 6321.617676
	Iteration 272Q: 3 clusters Score -3.637493e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 290451 members 
Entering Unmasked Estep 
Score: -36374832.000000 Penalty: 6321.617676
	Iteration 273Q: 3 clusters Score -3.637483e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 290769 members 
Entering Unmasked Estep 
Score: -36374772.000000 Penalty: 6321.617676
	Iteration 274Q: 3 clusters Score -3.637477e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 291091 members 
Entering Unmasked Estep 
Score: -36374816.000000 Penalty: 6321.617676
	Iteration 275Q: 3 clusters Score -3.637482e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 291438 members 
Entering Unmasked Estep 
Score: -36374820.000000 Penalty: 6321.617676
	Iteration 276Q: 3 clusters Score -3.637482e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 291775 members 
Entering Unmasked Estep 
Score: -36374784.000000 Penalty: 6321.617676
	Iteration 277Q: 3 clusters Score -3.637478e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 292131 members 
Entering Unmasked Estep 
Score: -36374748.000000 Penalty: 6321.617676
	Iteration 278Q: 3 clusters Score -3.637475e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 292488 members 
Entering Unmasked Estep 
Score: -36374744.000000 Penalty: 6321.617676
	Iteration 279Q: 3 clusters Score -3.637474e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 292864 members 
Entering Unmasked Estep 
Score: -36374844.000000 Penalty: 6321.617676
	Iteration 280F: 3 clusters Score -3.637484e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 293210 members 
Entering Unmasked Estep 
Score: -36374868.000000 Penalty: 6321.617676
	Iteration 281Q: 3 clusters Score -3.637487e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 293593 members 
Entering Unmasked Estep 
Score: -36374936.000000 Penalty: 6321.617676
	Iteration 282Q: 3 clusters Score -3.637494e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 293960 members 
Entering Unmasked Estep 
Score: -36375040.000000 Penalty: 6321.617676
	Iteration 283Q: 3 clusters Score -3.637504e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 294310 members 
Entering Unmasked Estep 
Score: -36375108.000000 Penalty: 6321.617676
	Iteration 284Q: 3 clusters Score -3.637511e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 294627 members 
Entering Unmasked Estep 
Score: -36375140.000000 Penalty: 6321.617676
	Iteration 285Q: 3 clusters Score -3.637514e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 294922 members 
Entering Unmasked Estep 
Score: -36375208.000000 Penalty: 6321.617676
	Iteration 286Q: 3 clusters Score -3.637521e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 295206 members 
Entering Unmasked Estep 
Score: -36375144.000000 Penalty: 6321.617676
	Iteration 287Q: 3 clusters Score -3.637514e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 295519 members 
Entering Unmasked Estep 
Score: -36375156.000000 Penalty: 6321.617676
	Iteration 288Q: 3 clusters Score -3.637516e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 295820 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 289Q: 3 clusters Score -3.637518e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 296113 members 
Entering Unmasked Estep 
Score: -36375224.000000 Penalty: 6321.617676
	Iteration 290Q: 3 clusters Score -3.637522e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 296395 members 
Entering Unmasked Estep 
Score: -36375172.000000 Penalty: 6321.617676
	Iteration 291Q: 3 clusters Score -3.637517e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 296659 members 
Entering Unmasked Estep 
Score: -36375212.000000 Penalty: 6321.617676
	Iteration 292Q: 3 clusters Score -3.637521e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 296929 members 
Entering Unmasked Estep 
Score: -36375216.000000 Penalty: 6321.617676
	Iteration 293Q: 3 clusters Score -3.637522e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 297205 members 
Entering Unmasked Estep 
Score: -36375180.000000 Penalty: 6321.617676
	Iteration 294Q: 3 clusters Score -3.637518e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 297498 members 
Entering Unmasked Estep 
Score: -36375252.000000 Penalty: 6321.617676
	Iteration 295Q: 3 clusters Score -3.637525e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 297799 members 
Entering Unmasked Estep 
Score: -36375256.000000 Penalty: 6321.617676
	Iteration 296Q: 3 clusters Score -3.637526e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 298069 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 297Q: 3 clusters Score -3.637518e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 298304 members 
Entering Unmasked Estep 
Score: -36375240.000000 Penalty: 6321.617676
	Iteration 298Q: 3 clusters Score -3.637524e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 298548 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 299Q: 3 clusters Score -3.637519e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 298764 members 
Entering Unmasked Estep 
Score: -36375240.000000 Penalty: 6321.617676
	Iteration 300F: 3 clusters Score -3.637524e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 298991 members 
Entering Unmasked Estep 
Score: -36375264.000000 Penalty: 6321.617676
	Iteration 301Q: 3 clusters Score -3.637526e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 299210 members 
Entering Unmasked Estep 
Score: -36375264.000000 Penalty: 6321.617676
	Iteration 302Q: 3 clusters Score -3.637526e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 299455 members 
Entering Unmasked Estep 
Score: -36375284.000000 Penalty: 6321.617676
	Iteration 303Q: 3 clusters Score -3.637528e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 299692 members 
Entering Unmasked Estep 
Score: -36375328.000000 Penalty: 6321.617676
	Iteration 304Q: 3 clusters Score -3.637533e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 299911 members 
Entering Unmasked Estep 
Score: -36375368.000000 Penalty: 6321.617676
	Iteration 305Q: 3 clusters Score -3.637537e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 300156 members 
Entering Unmasked Estep 
Score: -36375380.000000 Penalty: 6321.617676
	Iteration 306Q: 3 clusters Score -3.637538e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 300401 members 
Entering Unmasked Estep 
Score: -36375344.000000 Penalty: 6321.617676
	Iteration 307Q: 3 clusters Score -3.637534e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 300633 members 
Entering Unmasked Estep 
Score: -36375376.000000 Penalty: 6321.617676
	Iteration 308Q: 3 clusters Score -3.637538e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 300829 members 
Entering Unmasked Estep 
Score: -36375360.000000 Penalty: 6321.617676
	Iteration 309Q: 3 clusters Score -3.637536e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 301024 members 
Entering Unmasked Estep 
Score: -36375292.000000 Penalty: 6321.617676
	Iteration 310Q: 3 clusters Score -3.637529e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 301213 members 
Entering Unmasked Estep 
Score: -36375276.000000 Penalty: 6321.617676
	Iteration 311Q: 3 clusters Score -3.637528e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 301403 members 
Entering Unmasked Estep 
Score: -36375264.000000 Penalty: 6321.617676
	Iteration 312Q: 3 clusters Score -3.637526e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 301595 members 
Entering Unmasked Estep 
Score: -36375200.000000 Penalty: 6321.617676
	Iteration 313Q: 3 clusters Score -3.63752e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 301804 members 
Entering Unmasked Estep 
Score: -36375244.000000 Penalty: 6321.617676
	Iteration 314Q: 3 clusters Score -3.637524e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 302014 members 
Entering Unmasked Estep 
Score: -36375272.000000 Penalty: 6321.617676
	Iteration 315Q: 3 clusters Score -3.637527e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 302225 members 
Entering Unmasked Estep 
Score: -36375352.000000 Penalty: 6321.617676
	Iteration 316Q: 3 clusters Score -3.637535e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 302425 members 
Entering Unmasked Estep 
Score: -36375312.000000 Penalty: 6321.617676
	Iteration 317Q: 3 clusters Score -3.637531e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 302610 members 
Entering Unmasked Estep 
Score: -36375348.000000 Penalty: 6321.617676
	Iteration 318Q: 3 clusters Score -3.637535e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 302804 members 
Entering Unmasked Estep 
Score: -36375304.000000 Penalty: 6321.617676
	Iteration 319Q: 3 clusters Score -3.63753e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 303007 members 
Entering Unmasked Estep 
Score: -36375288.000000 Penalty: 6321.617676
	Iteration 320F: 3 clusters Score -3.637529e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 303195 members 
Entering Unmasked Estep 
Score: -36375348.000000 Penalty: 6321.617676
	Iteration 321Q: 3 clusters Score -3.637535e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 303371 members 
Entering Unmasked Estep 
Score: -36375332.000000 Penalty: 6321.617676
	Iteration 322Q: 3 clusters Score -3.637533e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 303540 members 
Entering Unmasked Estep 
Score: -36375292.000000 Penalty: 6321.617676
	Iteration 323Q: 3 clusters Score -3.637529e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 303707 members 
Entering Unmasked Estep 
Score: -36375316.000000 Penalty: 6321.617676
	Iteration 324Q: 3 clusters Score -3.637532e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 303888 members 
Entering Unmasked Estep 
Score: -36375336.000000 Penalty: 6321.617676
	Iteration 325Q: 3 clusters Score -3.637534e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 304057 members 
Entering Unmasked Estep 
Score: -36375356.000000 Penalty: 6321.617676
	Iteration 326Q: 3 clusters Score -3.637536e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 304218 members 
Entering Unmasked Estep 
Score: -36375352.000000 Penalty: 6321.617676
	Iteration 327Q: 3 clusters Score -3.637535e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 304380 members 
Entering Unmasked Estep 
Score: -36375304.000000 Penalty: 6321.617676
	Iteration 328Q: 3 clusters Score -3.63753e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 304539 members 
Entering Unmasked Estep 
Score: -36375324.000000 Penalty: 6321.617676
	Iteration 329Q: 3 clusters Score -3.637532e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 304700 members 
Entering Unmasked Estep 
Score: -36375284.000000 Penalty: 6321.617676
	Iteration 330Q: 3 clusters Score -3.637528e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 304847 members 
Entering Unmasked Estep 
Score: -36375296.000000 Penalty: 6321.617676
	Iteration 331Q: 3 clusters Score -3.63753e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 305005 members 
Entering Unmasked Estep 
Score: -36375332.000000 Penalty: 6321.617676
	Iteration 332Q: 3 clusters Score -3.637533e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 305166 members 
Entering Unmasked Estep 
Score: -36375344.000000 Penalty: 6321.617676
	Iteration 333Q: 3 clusters Score -3.637534e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 305320 members 
Entering Unmasked Estep 
Score: -36375332.000000 Penalty: 6321.617676
	Iteration 334Q: 3 clusters Score -3.637533e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 305473 members 
Entering Unmasked Estep 
Score: -36375332.000000 Penalty: 6321.617676
	Iteration 335Q: 3 clusters Score -3.637533e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 305640 members 
Entering Unmasked Estep 
Score: -36375288.000000 Penalty: 6321.617676
	Iteration 336Q: 3 clusters Score -3.637529e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 305795 members 
Entering Unmasked Estep 
Score: -36375288.000000 Penalty: 6321.617676
	Iteration 337Q: 3 clusters Score -3.637529e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 305939 members 
Entering Unmasked Estep 
Score: -36375264.000000 Penalty: 6321.617676
	Iteration 338Q: 3 clusters Score -3.637526e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 306066 members 
Entering Unmasked Estep 
Score: -36375284.000000 Penalty: 6321.617676
	Iteration 339Q: 3 clusters Score -3.637528e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 306197 members 
Entering Unmasked Estep 
Score: -36375224.000000 Penalty: 6321.617676
	Iteration 340F: 3 clusters Score -3.637522e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 306320 members 
Entering Unmasked Estep 
Score: -36375220.000000 Penalty: 6321.617676
	Iteration 341Q: 3 clusters Score -3.637522e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 306442 members 
Entering Unmasked Estep 
Score: -36375212.000000 Penalty: 6321.617676
	Iteration 342Q: 3 clusters Score -3.637521e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 306566 members 
Entering Unmasked Estep 
Score: -36375216.000000 Penalty: 6321.617676
	Iteration 343Q: 3 clusters Score -3.637522e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 306688 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 344Q: 3 clusters Score -3.637519e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 306801 members 
Entering Unmasked Estep 
Score: -36375156.000000 Penalty: 6321.617676
	Iteration 345Q: 3 clusters Score -3.637516e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 306925 members 
Entering Unmasked Estep 
Score: -36375264.000000 Penalty: 6321.617676
	Iteration 346Q: 3 clusters Score -3.637526e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 307048 members 
Entering Unmasked Estep 
Score: -36375244.000000 Penalty: 6321.617676
	Iteration 347Q: 3 clusters Score -3.637524e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 307185 members 
Entering Unmasked Estep 
Score: -36375168.000000 Penalty: 6321.617676
	Iteration 348Q: 3 clusters Score -3.637517e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 307322 members 
Entering Unmasked Estep 
Score: -36375164.000000 Penalty: 6321.617676
	Iteration 349Q: 3 clusters Score -3.637516e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 307456 members 
Entering Unmasked Estep 
Score: -36375164.000000 Penalty: 6321.617676
	Iteration 350Q: 3 clusters Score -3.637516e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 307588 members 
Entering Unmasked Estep 
Score: -36375164.000000 Penalty: 6321.617676
	Iteration 351Q: 3 clusters Score -3.637516e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 307710 members 
Entering Unmasked Estep 
Score: -36375092.000000 Penalty: 6321.617676
	Iteration 352Q: 3 clusters Score -3.637509e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 307846 members 
Entering Unmasked Estep 
Score: -36375148.000000 Penalty: 6321.617676
	Iteration 353Q: 3 clusters Score -3.637515e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 307989 members 
Entering Unmasked Estep 
Score: -36375080.000000 Penalty: 6321.617676
	Iteration 354Q: 3 clusters Score -3.637508e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 308138 members 
Entering Unmasked Estep 
Score: -36375028.000000 Penalty: 6321.617676
	Iteration 355Q: 3 clusters Score -3.637503e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 308260 members 
Entering Unmasked Estep 
Score: -36375048.000000 Penalty: 6321.617676
	Iteration 356Q: 3 clusters Score -3.637505e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 308380 members 
Entering Unmasked Estep 
Score: -36375076.000000 Penalty: 6321.617676
	Iteration 357Q: 3 clusters Score -3.637508e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 308493 members 
Entering Unmasked Estep 
Score: -36375072.000000 Penalty: 6321.617676
	Iteration 358Q: 3 clusters Score -3.637507e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 308598 members 
Entering Unmasked Estep 
Score: -36375112.000000 Penalty: 6321.617676
	Iteration 359Q: 3 clusters Score -3.637511e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 308706 members 
Entering Unmasked Estep 
Score: -36375112.000000 Penalty: 6321.617676
	Iteration 360F: 3 clusters Score -3.637511e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 308823 members 
Entering Unmasked Estep 
Score: -36375120.000000 Penalty: 6321.617676
	Iteration 361Q: 3 clusters Score -3.637512e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 308909 members 
Entering Unmasked Estep 
Score: -36375116.000000 Penalty: 6321.617676
	Iteration 362Q: 3 clusters Score -3.637512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 308978 members 
Entering Unmasked Estep 
Score: -36375076.000000 Penalty: 6321.617676
	Iteration 363Q: 3 clusters Score -3.637508e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 309044 members 
Entering Unmasked Estep 
Score: -36375120.000000 Penalty: 6321.617676
	Iteration 364Q: 3 clusters Score -3.637512e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 309100 members 
Entering Unmasked Estep 
Score: -36375132.000000 Penalty: 6321.617676
	Iteration 365Q: 3 clusters Score -3.637513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 309151 members 
Entering Unmasked Estep 
Score: -36375112.000000 Penalty: 6321.617676
	Iteration 366Q: 3 clusters Score -3.637511e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 309194 members 
Entering Unmasked Estep 
Score: -36375128.000000 Penalty: 6321.617676
	Iteration 367Q: 3 clusters Score -3.637513e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 309240 members 
Entering Unmasked Estep 
Score: -36375092.000000 Penalty: 6321.617676
	Iteration 368Q: 3 clusters Score -3.637509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 309303 members 
Entering Unmasked Estep 
Score: -36375108.000000 Penalty: 6321.617676
	Iteration 369Q: 3 clusters Score -3.637511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 309372 members 
Entering Unmasked Estep 
Score: -36375100.000000 Penalty: 6321.617676
	Iteration 370Q: 3 clusters Score -3.63751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 309433 members 
Entering Unmasked Estep 
Score: -36375120.000000 Penalty: 6321.617676
	Iteration 371Q: 3 clusters Score -3.637512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 309495 members 
Entering Unmasked Estep 
Score: -36375148.000000 Penalty: 6321.617676
	Iteration 372Q: 3 clusters Score -3.637515e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 309556 members 
Entering Unmasked Estep 
Score: -36375144.000000 Penalty: 6321.617676
	Iteration 373Q: 3 clusters Score -3.637514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 309623 members 
Entering Unmasked Estep 
Score: -36375124.000000 Penalty: 6321.617676
	Iteration 374Q: 3 clusters Score -3.637512e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 309689 members 
Entering Unmasked Estep 
Score: -36375124.000000 Penalty: 6321.617676
	Iteration 375Q: 3 clusters Score -3.637512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 309746 members 
Entering Unmasked Estep 
Score: -36375144.000000 Penalty: 6321.617676
	Iteration 376Q: 3 clusters Score -3.637514e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 309802 members 
Entering Unmasked Estep 
Score: -36375124.000000 Penalty: 6321.617676
	Iteration 377Q: 3 clusters Score -3.637512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 309863 members 
Entering Unmasked Estep 
Score: -36375164.000000 Penalty: 6321.617676
	Iteration 378Q: 3 clusters Score -3.637516e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 309910 members 
Entering Unmasked Estep 
Score: -36375136.000000 Penalty: 6321.617676
	Iteration 379Q: 3 clusters Score -3.637514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 309964 members 
Entering Unmasked Estep 
Score: -36375092.000000 Penalty: 6321.617676
	Iteration 380F: 3 clusters Score -3.637509e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 310019 members 
Entering Unmasked Estep 
Score: -36375084.000000 Penalty: 6321.617676
	Iteration 381Q: 3 clusters Score -3.637508e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 310082 members 
Entering Unmasked Estep 
Score: -36375080.000000 Penalty: 6321.617676
	Iteration 382Q: 3 clusters Score -3.637508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 310146 members 
Entering Unmasked Estep 
Score: -36375108.000000 Penalty: 6321.617676
	Iteration 383Q: 3 clusters Score -3.637511e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 310213 members 
Entering Unmasked Estep 
Score: -36375124.000000 Penalty: 6321.617676
	Iteration 384Q: 3 clusters Score -3.637512e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 310284 members 
Entering Unmasked Estep 
Score: -36375140.000000 Penalty: 6321.617676
	Iteration 385Q: 3 clusters Score -3.637514e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 310370 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 386Q: 3 clusters Score -3.637518e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 310456 members 
Entering Unmasked Estep 
Score: -36375144.000000 Penalty: 6321.617676
	Iteration 387Q: 3 clusters Score -3.637514e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 310544 members 
Entering Unmasked Estep 
Score: -36375148.000000 Penalty: 6321.617676
	Iteration 388Q: 3 clusters Score -3.637515e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 310635 members 
Entering Unmasked Estep 
Score: -36375172.000000 Penalty: 6321.617676
	Iteration 389Q: 3 clusters Score -3.637517e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 310724 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 390Q: 3 clusters Score -3.637518e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 310805 members 
Entering Unmasked Estep 
Score: -36375128.000000 Penalty: 6321.617676
	Iteration 391Q: 3 clusters Score -3.637513e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 310882 members 
Entering Unmasked Estep 
Score: -36375140.000000 Penalty: 6321.617676
	Iteration 392Q: 3 clusters Score -3.637514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 310949 members 
Entering Unmasked Estep 
Score: -36375156.000000 Penalty: 6321.617676
	Iteration 393Q: 3 clusters Score -3.637516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 311014 members 
Entering Unmasked Estep 
Score: -36375180.000000 Penalty: 6321.617676
	Iteration 394Q: 3 clusters Score -3.637518e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 311088 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 395Q: 3 clusters Score -3.637518e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 311171 members 
Entering Unmasked Estep 
Score: -36375180.000000 Penalty: 6321.617676
	Iteration 396Q: 3 clusters Score -3.637518e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 311253 members 
Entering Unmasked Estep 
Score: -36375172.000000 Penalty: 6321.617676
	Iteration 397Q: 3 clusters Score -3.637517e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 311338 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 398Q: 3 clusters Score -3.637518e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 311423 members 
Entering Unmasked Estep 
Score: -36375168.000000 Penalty: 6321.617676
	Iteration 399Q: 3 clusters Score -3.637517e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 311521 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 400F: 3 clusters Score -3.637519e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 311606 members 
Entering Unmasked Estep 
Score: -36375172.000000 Penalty: 6321.617676
	Iteration 401Q: 3 clusters Score -3.637517e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 311684 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 402Q: 3 clusters Score -3.637518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 311749 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 403Q: 3 clusters Score -3.637519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 311804 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 404Q: 3 clusters Score -3.637518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 311851 members 
Entering Unmasked Estep 
Score: -36375156.000000 Penalty: 6321.617676
	Iteration 405Q: 3 clusters Score -3.637516e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 311898 members 
Entering Unmasked Estep 
Score: -36375152.000000 Penalty: 6321.617676
	Iteration 406Q: 3 clusters Score -3.637515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 311953 members 
Entering Unmasked Estep 
Score: -36375096.000000 Penalty: 6321.617676
	Iteration 407Q: 3 clusters Score -3.63751e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 312010 members 
Entering Unmasked Estep 
Score: -36375084.000000 Penalty: 6321.617676
	Iteration 408Q: 3 clusters Score -3.637508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 312069 members 
Entering Unmasked Estep 
Score: -36375100.000000 Penalty: 6321.617676
	Iteration 409Q: 3 clusters Score -3.63751e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 312126 members 
Entering Unmasked Estep 
Score: -36375120.000000 Penalty: 6321.617676
	Iteration 410Q: 3 clusters Score -3.637512e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 312181 members 
Entering Unmasked Estep 
Score: -36375136.000000 Penalty: 6321.617676
	Iteration 411Q: 3 clusters Score -3.637514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 312233 members 
Entering Unmasked Estep 
Score: -36375136.000000 Penalty: 6321.617676
	Iteration 412Q: 3 clusters Score -3.637514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 312284 members 
Entering Unmasked Estep 
Score: -36375108.000000 Penalty: 6321.617676
	Iteration 413Q: 3 clusters Score -3.637511e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 312337 members 
Entering Unmasked Estep 
Score: -36375124.000000 Penalty: 6321.617676
	Iteration 414Q: 3 clusters Score -3.637512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 312382 members 
Entering Unmasked Estep 
Score: -36375112.000000 Penalty: 6321.617676
	Iteration 415Q: 3 clusters Score -3.637511e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 312424 members 
Entering Unmasked Estep 
Score: -36375124.000000 Penalty: 6321.617676
	Iteration 416Q: 3 clusters Score -3.637512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 312461 members 
Entering Unmasked Estep 
Score: -36375132.000000 Penalty: 6321.617676
	Iteration 417Q: 3 clusters Score -3.637513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 312495 members 
Entering Unmasked Estep 
Score: -36375136.000000 Penalty: 6321.617676
	Iteration 418Q: 3 clusters Score -3.637514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 312525 members 
Entering Unmasked Estep 
Score: -36375156.000000 Penalty: 6321.617676
	Iteration 419Q: 3 clusters Score -3.637516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 312564 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6321.617676
	Iteration 420F: 3 clusters Score -3.637518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 312602 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 421Q: 3 clusters Score -3.637519e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 312639 members 
Entering Unmasked Estep 
Score: -36375228.000000 Penalty: 6321.617676
	Iteration 422Q: 3 clusters Score -3.637523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 312678 members 
Entering Unmasked Estep 
Score: -36375212.000000 Penalty: 6321.617676
	Iteration 423Q: 3 clusters Score -3.637521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 312710 members 
Entering Unmasked Estep 
Score: -36375224.000000 Penalty: 6321.617676
	Iteration 424Q: 3 clusters Score -3.637522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 312749 members 
Entering Unmasked Estep 
Score: -36375220.000000 Penalty: 6321.617676
	Iteration 425Q: 3 clusters Score -3.637522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 312787 members 
Entering Unmasked Estep 
Score: -36375204.000000 Penalty: 6321.617676
	Iteration 426Q: 3 clusters Score -3.63752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 312811 members 
Entering Unmasked Estep 
Score: -36375208.000000 Penalty: 6321.617676
	Iteration 427Q: 3 clusters Score -3.637521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 312833 members 
Entering Unmasked Estep 
Score: -36375232.000000 Penalty: 6321.617676
	Iteration 428Q: 3 clusters Score -3.637523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 312851 members 
Entering Unmasked Estep 
Score: -36375236.000000 Penalty: 6321.617676
	Iteration 429Q: 3 clusters Score -3.637524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 312867 members 
Entering Unmasked Estep 
Score: -36375224.000000 Penalty: 6321.617676
	Iteration 430Q: 3 clusters Score -3.637522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 312883 members 
Entering Unmasked Estep 
Score: -36375248.000000 Penalty: 6321.617676
	Iteration 431Q: 3 clusters Score -3.637525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 312901 members 
Entering Unmasked Estep 
Score: -36375248.000000 Penalty: 6321.617676
	Iteration 432Q: 3 clusters Score -3.637525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 312918 members 
Entering Unmasked Estep 
Score: -36375236.000000 Penalty: 6321.617676
	Iteration 433Q: 3 clusters Score -3.637524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 312937 members 
Entering Unmasked Estep 
Score: -36375228.000000 Penalty: 6321.617676
	Iteration 434Q: 3 clusters Score -3.637523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 312953 members 
Entering Unmasked Estep 
Score: -36375216.000000 Penalty: 6321.617676
	Iteration 435Q: 3 clusters Score -3.637522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 312967 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 436Q: 3 clusters Score -3.637519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 312974 members 
Entering Unmasked Estep 
Score: -36375200.000000 Penalty: 6321.617676
	Iteration 437Q: 3 clusters Score -3.63752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 312980 members 
Entering Unmasked Estep 
Score: -36375192.000000 Penalty: 6321.617676
	Iteration 438Q: 3 clusters Score -3.637519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 312987 members 
Entering Unmasked Estep 
Score: -36375188.000000 Penalty: 6321.617676
	Iteration 439Q: 3 clusters Score -3.637519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 312991 members 
Entering Unmasked Estep 
Score: -36375188.000000 Penalty: 6321.617676
	Iteration 440F: 3 clusters Score -3.637519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 312994 members 
Entering Unmasked Estep 
Score: -36375172.000000 Penalty: 6321.617676
	Iteration 441Q: 3 clusters Score -3.637517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 312996 members 
Entering Unmasked Estep 
Score: -36375184.000000 Penalty: 6321.617676
	Iteration 442Q: 3 clusters Score -3.637518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 312996 members 
Entering Unmasked Estep 
Score: -36375184.000000 Penalty: 6321.617676
	Iteration 443F: 3 clusters Score -3.637518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 233388 members 
Mstep: Class 4 contains 36879 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23184 members 
Mstep: Class 8 contains 23830 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 36934 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129919 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 56006 members 
Mstep: Class 18 contains 15866 members 
Mstep: Class 19 contains 140254 members 
Mstep: Class 20 contains 14512 members 
Mstep: Class 21 contains 61491 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 29905 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 341077 members 
Mstep: Class 27 contains 312996 members 
Entering Unmasked Estep 
Score: -158423984.000000 Penalty: 95332.726562
Splitting cluster 23 changes total score from -158423632.000000 to -158423984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -57132.500000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -57132.5 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 317 members 
Entering Unmasked Estep 
Score: -55500.617188 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -55500.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55765.855469 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -55765.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55850.164062 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -55850.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55931.199219 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -55931.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55994.078125 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -55994.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56020.558594 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -56020.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56067.660156 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -56067.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56126.468750 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -56126.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56176.179688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -56176.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56279.843750 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -56279.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56439.605469 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -56439.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56734.820312 Penalty: 3219.398926
	Iteration 11F: 3 clusters Score -56734.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56860.191406 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -56860.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57027.859375 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -57027.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57447.121094 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -57447.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57872.109375 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -57872.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57909.335938 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -57909.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57930.199219 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -57930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57936.378906 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -57936.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57953.277344 Penalty: 3219.398926
	Iteration 19F: 3 clusters Score -57953.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58012.730469 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -58012.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58101.218750 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -58101.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58472.074219 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -58472.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58726.765625 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -58726.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58726.765625 Penalty: 3219.398926
	Iteration 24F: 3 clusters Score -58726.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 233388 members 
Mstep: Class 4 contains 36879 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23184 members 
Mstep: Class 8 contains 23830 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 36934 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129919 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 56006 members 
Mstep: Class 18 contains 15866 members 
Mstep: Class 19 contains 140254 members 
Mstep: Class 20 contains 14512 members 
Mstep: Class 21 contains 61491 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 29905 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 341077 members 
Mstep: Class 27 contains 312996 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
Score: -158423824.000000 Penalty: 98863.570312
Splitting cluster 24 changes total score from -158423632.000000 to -158423824.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -41895.980469 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -41895.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40406.746094 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -40406.75 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40670.515625 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -40670.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40758.960938 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -40758.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40805.566406 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -40805.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40865.960938 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -40865.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40910.234375 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -40910.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40935.089844 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -40935.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40952.535156 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -40952.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40957.871094 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -40957.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40960.957031 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -40960.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40964.773438 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -40964.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40967.042969 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -40967.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40969.042969 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -40969.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40969.042969 Penalty: 3082.445557
	Iteration 13F: 3 clusters Score -40969.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (341077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341077 members 
Entering Unmasked Estep 
Score: -36297924.000000 Penalty: 3159.486084
	Iteration 0F: 2 clusters Score -3.629792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 170667 members 
Entering Unmasked Estep 
Score: -36077844.000000 Penalty: 6318.972168
	Iteration 0F: 3 clusters Score -3.607784e+07 nChanged 165667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 173110 members 
Entering Unmasked Estep 
Score: -36175900.000000 Penalty: 6318.972168
	Iteration 1F: 3 clusters Score -3.61759e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 174059 members 
Entering Unmasked Estep 
Score: -36177084.000000 Penalty: 6318.972168
	Iteration 2Q: 3 clusters Score -3.617708e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 175615 members 
Entering Unmasked Estep 
Score: -36178336.000000 Penalty: 6318.972168
	Iteration 3Q: 3 clusters Score -3.617834e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -36179904.000000 Penalty: 6318.972168
	Iteration 4Q: 3 clusters Score -3.61799e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 182144 members 
Entering Unmasked Estep 
Score: -36181940.000000 Penalty: 6318.972168
	Iteration 5Q: 3 clusters Score -3.618194e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 188171 members 
Entering Unmasked Estep 
Score: -36184828.000000 Penalty: 6318.972168
	Iteration 6Q: 3 clusters Score -3.618483e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 197119 members 
Entering Unmasked Estep 
Score: -36189672.000000 Penalty: 6318.972168
	Iteration 7Q: 3 clusters Score -3.618967e+07 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 209619 members 
Entering Unmasked Estep 
Score: -36197832.000000 Penalty: 6318.972168
	Iteration 8Q: 3 clusters Score -3.619783e+07 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 225287 members 
Entering Unmasked Estep 
Score: -36210464.000000 Penalty: 6318.972168
	Iteration 9F: 3 clusters Score -3.621046e+07 nChanged 21103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 241794 members 
Entering Unmasked Estep 
Score: -36226232.000000 Penalty: 6318.972168
	Iteration 10F: 3 clusters Score -3.622623e+07 nChanged 19788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 255426 members 
Entering Unmasked Estep 
Score: -36241132.000000 Penalty: 6318.972168
	Iteration 11F: 3 clusters Score -3.624113e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 264864 members 
Entering Unmasked Estep 
Score: -36251100.000000 Penalty: 6318.972168
	Iteration 12Q: 3 clusters Score -3.62511e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 271432 members 
Entering Unmasked Estep 
Score: -36256364.000000 Penalty: 6318.972168
	Iteration 13Q: 3 clusters Score -3.625636e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 276735 members 
Entering Unmasked Estep 
Score: -36259400.000000 Penalty: 6318.972168
	Iteration 14Q: 3 clusters Score -3.62594e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 281674 members 
Entering Unmasked Estep 
Score: -36261844.000000 Penalty: 6318.972168
	Iteration 15Q: 3 clusters Score -3.626184e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 286542 members 
Entering Unmasked Estep 
Score: -36263988.000000 Penalty: 6318.972168
	Iteration 16Q: 3 clusters Score -3.626399e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 291374 members 
Entering Unmasked Estep 
Score: -36265924.000000 Penalty: 6318.972168
	Iteration 17Q: 3 clusters Score -3.626592e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 296112 members 
Entering Unmasked Estep 
Score: -36268400.000000 Penalty: 6318.972168
	Iteration 18Q: 3 clusters Score -3.62684e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 300981 members 
Entering Unmasked Estep 
Score: -36271220.000000 Penalty: 6318.972168
	Iteration 19Q: 3 clusters Score -3.627122e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 305799 members 
Entering Unmasked Estep 
Score: -36273932.000000 Penalty: 6318.972168
	Iteration 20F: 3 clusters Score -3.627393e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 310289 members 
Entering Unmasked Estep 
Score: -36276528.000000 Penalty: 6318.972168
	Iteration 21Q: 3 clusters Score -3.627653e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 314604 members 
Entering Unmasked Estep 
Score: -36279040.000000 Penalty: 6318.972168
	Iteration 22Q: 3 clusters Score -3.627904e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 318633 members 
Entering Unmasked Estep 
Score: -36282024.000000 Penalty: 6318.972168
	Iteration 23Q: 3 clusters Score -3.628202e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 322519 members 
Entering Unmasked Estep 
Score: -36284628.000000 Penalty: 6318.972168
	Iteration 24Q: 3 clusters Score -3.628463e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 326052 members 
Entering Unmasked Estep 
Score: -36286628.000000 Penalty: 6318.972168
	Iteration 25Q: 3 clusters Score -3.628663e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 329163 members 
Entering Unmasked Estep 
Score: -36288528.000000 Penalty: 6318.972168
	Iteration 26Q: 3 clusters Score -3.628853e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 331806 members 
Entering Unmasked Estep 
Score: -36289904.000000 Penalty: 6318.972168
	Iteration 27Q: 3 clusters Score -3.62899e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 334059 members 
Entering Unmasked Estep 
Score: -36291348.000000 Penalty: 6318.972168
	Iteration 28Q: 3 clusters Score -3.629135e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 335867 members 
Entering Unmasked Estep 
Score: -36292408.000000 Penalty: 6318.972168
	Iteration 29Q: 3 clusters Score -3.629241e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 337261 members 
Entering Unmasked Estep 
Score: -36293252.000000 Penalty: 6318.972168
	Iteration 30Q: 3 clusters Score -3.629325e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 338295 members 
Entering Unmasked Estep 
Score: -36293984.000000 Penalty: 6318.972168
	Iteration 31Q: 3 clusters Score -3.629398e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 339008 members 
Entering Unmasked Estep 
Score: -36294340.000000 Penalty: 6318.972168
	Iteration 32Q: 3 clusters Score -3.629434e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 339460 members 
Entering Unmasked Estep 
Score: -36294588.000000 Penalty: 6318.972168
	Iteration 33Q: 3 clusters Score -3.629459e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 339743 members 
Entering Unmasked Estep 
Score: -36294792.000000 Penalty: 6318.972168
	Iteration 34Q: 3 clusters Score -3.629479e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 339933 members 
Entering Unmasked Estep 
Score: -36294888.000000 Penalty: 6318.972168
	Iteration 35Q: 3 clusters Score -3.629489e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 340053 members 
Entering Unmasked Estep 
Score: -36294960.000000 Penalty: 6318.972168
	Iteration 36Q: 3 clusters Score -3.629496e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 340139 members 
Entering Unmasked Estep 
Score: -36295012.000000 Penalty: 6318.972168
	Iteration 37Q: 3 clusters Score -3.629501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 340204 members 
Entering Unmasked Estep 
Score: -36295052.000000 Penalty: 6318.972168
	Iteration 38Q: 3 clusters Score -3.629505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 340251 members 
Entering Unmasked Estep 
Score: -36295084.000000 Penalty: 6318.972168
	Iteration 39Q: 3 clusters Score -3.629508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 340295 members 
Entering Unmasked Estep 
Score: -36295104.000000 Penalty: 6318.972168
	Iteration 40F: 3 clusters Score -3.62951e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 340327 members 
Entering Unmasked Estep 
Score: -36295136.000000 Penalty: 6318.972168
	Iteration 41Q: 3 clusters Score -3.629514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 340347 members 
Entering Unmasked Estep 
Score: -36295148.000000 Penalty: 6318.972168
	Iteration 42Q: 3 clusters Score -3.629515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 340360 members 
Entering Unmasked Estep 
Score: -36295156.000000 Penalty: 6318.972168
	Iteration 43Q: 3 clusters Score -3.629516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 340375 members 
Entering Unmasked Estep 
Score: -36295168.000000 Penalty: 6318.972168
	Iteration 44Q: 3 clusters Score -3.629517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 340385 members 
Entering Unmasked Estep 
Score: -36295172.000000 Penalty: 6318.972168
	Iteration 45Q: 3 clusters Score -3.629517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 340387 members 
Entering Unmasked Estep 
Score: -36295152.000000 Penalty: 6318.972168
	Iteration 46Q: 3 clusters Score -3.629515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 340391 members 
Entering Unmasked Estep 
Score: -36295156.000000 Penalty: 6318.972168
	Iteration 47Q: 3 clusters Score -3.629516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 340401 members 
Entering Unmasked Estep 
Score: -36295176.000000 Penalty: 6318.972168
	Iteration 48Q: 3 clusters Score -3.629518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 340410 members 
Entering Unmasked Estep 
Score: -36295204.000000 Penalty: 6318.972168
	Iteration 49Q: 3 clusters Score -3.62952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 340416 members 
Entering Unmasked Estep 
Score: -36295216.000000 Penalty: 6318.972168
	Iteration 50Q: 3 clusters Score -3.629522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 340424 members 
Entering Unmasked Estep 
Score: -36295220.000000 Penalty: 6318.972168
	Iteration 51Q: 3 clusters Score -3.629522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 340432 members 
Entering Unmasked Estep 
Score: -36295196.000000 Penalty: 6318.972168
	Iteration 52Q: 3 clusters Score -3.62952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 340439 members 
Entering Unmasked Estep 
Score: -36295200.000000 Penalty: 6318.972168
	Iteration 53Q: 3 clusters Score -3.62952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 340441 members 
Entering Unmasked Estep 
Score: -36295192.000000 Penalty: 6318.972168
	Iteration 54Q: 3 clusters Score -3.629519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 340445 members 
Entering Unmasked Estep 
Score: -36295184.000000 Penalty: 6318.972168
	Iteration 55Q: 3 clusters Score -3.629518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 340446 members 
Entering Unmasked Estep 
Score: -36295216.000000 Penalty: 6318.972168
	Iteration 56Q: 3 clusters Score -3.629522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 340451 members 
Entering Unmasked Estep 
Score: -36295220.000000 Penalty: 6318.972168
	Iteration 57Q: 3 clusters Score -3.629522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 340452 members 
Entering Unmasked Estep 
Score: -36295212.000000 Penalty: 6318.972168
	Iteration 58Q: 3 clusters Score -3.629521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 340455 members 
Entering Unmasked Estep 
Score: -36295204.000000 Penalty: 6318.972168
	Iteration 59Q: 3 clusters Score -3.62952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 340458 members 
Entering Unmasked Estep 
Score: -36295192.000000 Penalty: 6318.972168
	Iteration 60F: 3 clusters Score -3.629519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 340460 members 
Entering Unmasked Estep 
Score: -36295196.000000 Penalty: 6318.972168
	Iteration 61Q: 3 clusters Score -3.62952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 340461 members 
Entering Unmasked Estep 
Score: -36295216.000000 Penalty: 6318.972168
	Iteration 62Q: 3 clusters Score -3.629522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 340462 members 
Entering Unmasked Estep 
Score: -36295212.000000 Penalty: 6318.972168
	Iteration 63Q: 3 clusters Score -3.629521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 340463 members 
Entering Unmasked Estep 
Score: -36295216.000000 Penalty: 6318.972168
	Iteration 64Q: 3 clusters Score -3.629522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 340465 members 
Entering Unmasked Estep 
Score: -36295196.000000 Penalty: 6318.972168
	Iteration 65Q: 3 clusters Score -3.62952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 340466 members 
Entering Unmasked Estep 
Score: -36295196.000000 Penalty: 6318.972168
	Iteration 66Q: 3 clusters Score -3.62952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 340467 members 
Entering Unmasked Estep 
Score: -36295200.000000 Penalty: 6318.972168
	Iteration 67Q: 3 clusters Score -3.62952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 340468 members 
Entering Unmasked Estep 
Score: -36295196.000000 Penalty: 6318.972168
	Iteration 68Q: 3 clusters Score -3.62952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 340468 members 
Entering Unmasked Estep 
Score: -36295196.000000 Penalty: 6318.972168
	Iteration 69F: 3 clusters Score -3.62952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 233388 members 
Mstep: Class 4 contains 36879 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23184 members 
Mstep: Class 8 contains 23830 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 36934 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 129919 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 56006 members 
Mstep: Class 18 contains 15866 members 
Mstep: Class 19 contains 140254 members 
Mstep: Class 20 contains 14512 members 
Mstep: Class 21 contains 61491 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 29905 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 341077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158425632.000000 Penalty: 98863.570312
Iteration 319Q: 29 clusters Score -1.584256e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 3 contains 233587 members 
Mstep: Class 4 contains 36923 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23233 members 
Mstep: Class 8 contains 23857 members 
Mstep: Class 9 contains 6022 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 36981 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 30770 members 
Mstep: Class 15 contains 130163 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 55332 members 
Mstep: Class 18 contains 15864 members 
Mstep: Class 19 contains 140136 members 
Mstep: Class 20 contains 14521 members 
Mstep: Class 21 contains 61721 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 30768 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 499 members 
Mstep: Class 26 contains 342145 members 
Mstep: Class 27 contains 310864 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426128.000000 Penalty: 98863.570312
Iteration 320F: 29 clusters Score -1.584261e+08 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 233817 members 
Mstep: Class 4 contains 36742 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 23082 members 
Mstep: Class 8 contains 23733 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 36743 members 
Mstep: Class 13 contains 6583 members 
Mstep: Class 14 contains 30693 members 
Mstep: Class 15 contains 129561 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 54848 members 
Mstep: Class 18 contains 15811 members 
Mstep: Class 19 contains 139111 members 
Mstep: Class 20 contains 14498 members 
Mstep: Class 21 contains 61785 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 31130 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 470 members 
Mstep: Class 26 contains 341521 members 
Mstep: Class 27 contains 313779 members 
Mstep: Class 28 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427296.000000 Penalty: 98863.570312
Iteration 321Q: 29 clusters Score -1.584273e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12344 members 
Mstep: Class 3 contains 233891 members 
Mstep: Class 4 contains 36611 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22956 members 
Mstep: Class 8 contains 23638 members 
Mstep: Class 9 contains 6001 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 36532 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 30676 members 
Mstep: Class 15 contains 129131 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 54510 members 
Mstep: Class 18 contains 15774 members 
Mstep: Class 19 contains 138152 members 
Mstep: Class 20 contains 14479 members 
Mstep: Class 21 contains 61843 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 31435 members 
Mstep: Class 24 contains 412 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 341030 members 
Mstep: Class 27 contains 316171 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428400.000000 Penalty: 98863.570312
Iteration 322Q: 29 clusters Score -1.584284e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 233836 members 
Mstep: Class 4 contains 36511 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22842 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 36344 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 30669 members 
Mstep: Class 15 contains 128790 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 54205 members 
Mstep: Class 18 contains 15754 members 
Mstep: Class 19 contains 137227 members 
Mstep: Class 20 contains 14459 members 
Mstep: Class 21 contains 61963 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 31674 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 432 members 
Mstep: Class 26 contains 340560 members 
Mstep: Class 27 contains 318422 members 
Mstep: Class 28 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429120.000000 Penalty: 98863.570312
Iteration 323Q: 29 clusters Score -1.584291e+08 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 233710 members 
Mstep: Class 4 contains 36425 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22749 members 
Mstep: Class 8 contains 23474 members 
Mstep: Class 9 contains 5956 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 36179 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 30662 members 
Mstep: Class 15 contains 128471 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 53945 members 
Mstep: Class 18 contains 15732 members 
Mstep: Class 19 contains 136371 members 
Mstep: Class 20 contains 14452 members 
Mstep: Class 21 contains 62092 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 31857 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 428 members 
Mstep: Class 26 contains 340227 members 
Mstep: Class 27 contains 320466 members 
Mstep: Class 28 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428864.000000 Penalty: 98863.570312
Iteration 324Q: 29 clusters Score -1.584289e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12451 members 
Mstep: Class 3 contains 233495 members 
Mstep: Class 4 contains 36348 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22682 members 
Mstep: Class 8 contains 23401 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 831 members 
Mstep: Class 12 contains 36031 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 30664 members 
Mstep: Class 15 contains 128176 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 53740 members 
Mstep: Class 18 contains 15700 members 
Mstep: Class 19 contains 135559 members 
Mstep: Class 20 contains 14441 members 
Mstep: Class 21 contains 62215 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 31965 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 339852 members 
Mstep: Class 27 contains 322519 members 
Mstep: Class 28 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429456.000000 Penalty: 98863.570312
Iteration 325Q: 29 clusters Score -1.584295e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12491 members 
Mstep: Class 3 contains 233248 members 
Mstep: Class 4 contains 36268 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22613 members 
Mstep: Class 8 contains 23330 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 35915 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 30663 members 
Mstep: Class 15 contains 127939 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 53558 members 
Mstep: Class 18 contains 15677 members 
Mstep: Class 19 contains 134798 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 21 contains 62312 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 32081 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339554 members 
Mstep: Class 27 contains 324382 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429792.000000 Penalty: 98863.570312
Iteration 326Q: 29 clusters Score -1.584298e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12534 members 
Mstep: Class 3 contains 232945 members 
Mstep: Class 4 contains 36198 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22553 members 
Mstep: Class 8 contains 23263 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 35814 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 30669 members 
Mstep: Class 15 contains 127723 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 53382 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 134070 members 
Mstep: Class 20 contains 14427 members 
Mstep: Class 21 contains 62403 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 32196 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339283 members 
Mstep: Class 27 contains 326162 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430128.000000 Penalty: 98863.570312
Iteration 327Q: 29 clusters Score -1.584301e+08 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12570 members 
Mstep: Class 3 contains 232583 members 
Mstep: Class 4 contains 36117 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22494 members 
Mstep: Class 8 contains 23209 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 35722 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 30661 members 
Mstep: Class 15 contains 127536 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 53236 members 
Mstep: Class 18 contains 15618 members 
Mstep: Class 19 contains 133382 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 62486 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 32311 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339122 members 
Mstep: Class 27 contains 327813 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430272.000000 Penalty: 98863.570312
Iteration 328Q: 29 clusters Score -1.584303e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12619 members 
Mstep: Class 3 contains 232198 members 
Mstep: Class 4 contains 36051 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22436 members 
Mstep: Class 8 contains 23178 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 35631 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 30659 members 
Mstep: Class 15 contains 127376 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 53094 members 
Mstep: Class 18 contains 15581 members 
Mstep: Class 19 contains 132669 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 21 contains 62567 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 32432 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339005 members 
Mstep: Class 27 contains 329364 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429616.000000 Penalty: 98863.570312
Iteration 329Q: 29 clusters Score -1.584296e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12674 members 
Mstep: Class 3 contains 231792 members 
Mstep: Class 4 contains 36010 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22387 members 
Mstep: Class 8 contains 23162 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 35533 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 30643 members 
Mstep: Class 15 contains 127228 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 52970 members 
Mstep: Class 18 contains 15556 members 
Mstep: Class 19 contains 131963 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 62623 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 32570 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 338953 members 
Mstep: Class 27 contains 330808 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429888.000000 Penalty: 98863.570312
Iteration 330Q: 29 clusters Score -1.584299e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12734 members 
Mstep: Class 3 contains 231424 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 23154 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 35442 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 30644 members 
Mstep: Class 15 contains 127099 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 52850 members 
Mstep: Class 18 contains 15540 members 
Mstep: Class 19 contains 131311 members 
Mstep: Class 20 contains 14393 members 
Mstep: Class 21 contains 62675 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 32704 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 338832 members 
Mstep: Class 27 contains 332170 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429104.000000 Penalty: 98863.570312
Iteration 331Q: 29 clusters Score -1.584291e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12798 members 
Mstep: Class 3 contains 231070 members 
Mstep: Class 4 contains 35929 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22283 members 
Mstep: Class 8 contains 23128 members 
Mstep: Class 9 contains 5910 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 35350 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 30650 members 
Mstep: Class 15 contains 126993 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 52736 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 130676 members 
Mstep: Class 20 contains 14389 members 
Mstep: Class 21 contains 62736 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 32855 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 338848 members 
Mstep: Class 27 contains 333302 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429056.000000 Penalty: 98863.570312
Iteration 332Q: 29 clusters Score -1.584291e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12854 members 
Mstep: Class 3 contains 230787 members 
Mstep: Class 4 contains 35898 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 23093 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 35269 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 30654 members 
Mstep: Class 15 contains 126905 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 52620 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 130018 members 
Mstep: Class 20 contains 14385 members 
Mstep: Class 21 contains 62791 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 33008 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 338887 members 
Mstep: Class 27 contains 334355 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428640.000000 Penalty: 98863.570312
Iteration 333Q: 29 clusters Score -1.584286e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12913 members 
Mstep: Class 3 contains 230556 members 
Mstep: Class 4 contains 35867 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 35210 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 30659 members 
Mstep: Class 15 contains 126839 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 52506 members 
Mstep: Class 18 contains 15505 members 
Mstep: Class 19 contains 129358 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 62840 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 33171 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 338961 members 
Mstep: Class 27 contains 335252 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428272.000000 Penalty: 98863.570312
Iteration 334Q: 29 clusters Score -1.584283e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12955 members 
Mstep: Class 3 contains 230345 members 
Mstep: Class 4 contains 35829 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22144 members 
Mstep: Class 8 contains 23034 members 
Mstep: Class 9 contains 5909 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 35155 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 30657 members 
Mstep: Class 15 contains 126758 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 52396 members 
Mstep: Class 18 contains 15498 members 
Mstep: Class 19 contains 128682 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 62875 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 33326 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339137 members 
Mstep: Class 27 contains 336091 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428016.000000 Penalty: 98863.570312
Iteration 335Q: 29 clusters Score -1.58428e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12989 members 
Mstep: Class 3 contains 230141 members 
Mstep: Class 4 contains 35793 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22115 members 
Mstep: Class 8 contains 23012 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 35098 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 30661 members 
Mstep: Class 15 contains 126698 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 52293 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 128103 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 62920 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 33441 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339252 members 
Mstep: Class 27 contains 336863 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427728.000000 Penalty: 98863.570312
Iteration 336Q: 29 clusters Score -1.584277e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13027 members 
Mstep: Class 3 contains 229951 members 
Mstep: Class 4 contains 35756 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22097 members 
Mstep: Class 8 contains 22991 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 35049 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 30668 members 
Mstep: Class 15 contains 126666 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 52207 members 
Mstep: Class 18 contains 15480 members 
Mstep: Class 19 contains 127520 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 62954 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 33528 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339419 members 
Mstep: Class 27 contains 337546 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427632.000000 Penalty: 98863.570312
Iteration 337Q: 29 clusters Score -1.584276e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 229776 members 
Mstep: Class 4 contains 35725 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22076 members 
Mstep: Class 8 contains 22973 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 34998 members 
Mstep: Class 13 contains 6625 members 
Mstep: Class 14 contains 30675 members 
Mstep: Class 15 contains 126644 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 52125 members 
Mstep: Class 18 contains 15469 members 
Mstep: Class 19 contains 126964 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 62992 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 33605 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339552 members 
Mstep: Class 27 contains 338201 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427168.000000 Penalty: 98863.570312
Iteration 338Q: 29 clusters Score -1.584272e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13121 members 
Mstep: Class 3 contains 229656 members 
Mstep: Class 4 contains 35695 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22062 members 
Mstep: Class 8 contains 22947 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 34957 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 30678 members 
Mstep: Class 15 contains 126620 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15460 members 
Mstep: Class 19 contains 126429 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 63018 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 33679 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339668 members 
Mstep: Class 27 contains 338787 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427056.000000 Penalty: 98863.570312
Iteration 339Q: 29 clusters Score -1.584271e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 229565 members 
Mstep: Class 4 contains 35674 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22055 members 
Mstep: Class 8 contains 22920 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 34912 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 30685 members 
Mstep: Class 15 contains 126606 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 51992 members 
Mstep: Class 18 contains 15451 members 
Mstep: Class 19 contains 125890 members 
Mstep: Class 20 contains 14392 members 
Mstep: Class 21 contains 63049 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 33749 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 339816 members 
Mstep: Class 27 contains 339299 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427344.000000 Penalty: 98863.570312
Iteration 340F: 29 clusters Score -1.584273e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13198 members 
Mstep: Class 3 contains 229477 members 
Mstep: Class 4 contains 35658 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22031 members 
Mstep: Class 8 contains 22901 members 
Mstep: Class 9 contains 5940 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 34876 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 30684 members 
Mstep: Class 15 contains 126602 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 51928 members 
Mstep: Class 18 contains 15451 members 
Mstep: Class 19 contains 125392 members 
Mstep: Class 20 contains 14391 members 
Mstep: Class 21 contains 63076 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 33824 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 411 members 
Mstep: Class 26 contains 339958 members 
Mstep: Class 27 contains 339769 members 
Mstep: Class 28 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427616.000000 Penalty: 98863.570312
Iteration 341Q: 29 clusters Score -1.584276e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 229408 members 
Mstep: Class 4 contains 35651 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 22018 members 
Mstep: Class 8 contains 22886 members 
Mstep: Class 9 contains 5942 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34844 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 30686 members 
Mstep: Class 15 contains 126571 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51855 members 
Mstep: Class 18 contains 15440 members 
Mstep: Class 19 contains 124931 members 
Mstep: Class 20 contains 14396 members 
Mstep: Class 21 contains 63101 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 33915 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 404 members 
Mstep: Class 26 contains 340117 members 
Mstep: Class 27 contains 340172 members 
Mstep: Class 28 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427760.000000 Penalty: 98863.570312
Iteration 342Q: 29 clusters Score -1.584278e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13239 members 
Mstep: Class 3 contains 229400 members 
Mstep: Class 4 contains 35641 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21996 members 
Mstep: Class 8 contains 22865 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 30688 members 
Mstep: Class 15 contains 126539 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51793 members 
Mstep: Class 18 contains 15431 members 
Mstep: Class 19 contains 124480 members 
Mstep: Class 20 contains 14399 members 
Mstep: Class 21 contains 63121 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 33993 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 400 members 
Mstep: Class 26 contains 340285 members 
Mstep: Class 27 contains 340516 members 
Mstep: Class 28 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427824.000000 Penalty: 98863.570312
Iteration 343Q: 29 clusters Score -1.584278e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13262 members 
Mstep: Class 3 contains 229406 members 
Mstep: Class 4 contains 35631 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21973 members 
Mstep: Class 8 contains 22836 members 
Mstep: Class 9 contains 5952 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34797 members 
Mstep: Class 13 contains 6634 members 
Mstep: Class 14 contains 30685 members 
Mstep: Class 15 contains 126512 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51728 members 
Mstep: Class 18 contains 15430 members 
Mstep: Class 19 contains 124071 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 63126 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 34093 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 396 members 
Mstep: Class 26 contains 340448 members 
Mstep: Class 27 contains 340797 members 
Mstep: Class 28 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428064.000000 Penalty: 98863.570312
Iteration 344Q: 29 clusters Score -1.584281e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 229394 members 
Mstep: Class 4 contains 35611 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21959 members 
Mstep: Class 8 contains 22805 members 
Mstep: Class 9 contains 5951 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34780 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 30687 members 
Mstep: Class 15 contains 126496 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51668 members 
Mstep: Class 18 contains 15428 members 
Mstep: Class 19 contains 123736 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 63132 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 34186 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 340602 members 
Mstep: Class 27 contains 341046 members 
Mstep: Class 28 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427520.000000 Penalty: 98863.570312
Iteration 345Q: 29 clusters Score -1.584275e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 3 contains 229431 members 
Mstep: Class 4 contains 35592 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21937 members 
Mstep: Class 8 contains 22779 members 
Mstep: Class 9 contains 5951 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34764 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 30690 members 
Mstep: Class 15 contains 126482 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51594 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 123393 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 63142 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34281 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 340706 members 
Mstep: Class 27 contains 341296 members 
Mstep: Class 28 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427408.000000 Penalty: 98863.570312
Iteration 346Q: 29 clusters Score -1.584274e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13307 members 
Mstep: Class 3 contains 229497 members 
Mstep: Class 4 contains 35571 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21916 members 
Mstep: Class 8 contains 22749 members 
Mstep: Class 9 contains 5955 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34745 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 126472 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51513 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 123061 members 
Mstep: Class 20 contains 14385 members 
Mstep: Class 21 contains 63157 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34380 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 340810 members 
Mstep: Class 27 contains 341500 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427360.000000 Penalty: 98863.570312
Iteration 347Q: 29 clusters Score -1.584274e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 229581 members 
Mstep: Class 4 contains 35562 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 22729 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34726 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 30707 members 
Mstep: Class 15 contains 126472 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51429 members 
Mstep: Class 18 contains 15421 members 
Mstep: Class 19 contains 122707 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 63172 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34484 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 340904 members 
Mstep: Class 27 contains 341682 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427232.000000 Penalty: 98863.570312
Iteration 348Q: 29 clusters Score -1.584272e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13351 members 
Mstep: Class 3 contains 229687 members 
Mstep: Class 4 contains 35542 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21878 members 
Mstep: Class 8 contains 22716 members 
Mstep: Class 9 contains 5965 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34709 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 126481 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51358 members 
Mstep: Class 18 contains 15418 members 
Mstep: Class 19 contains 122362 members 
Mstep: Class 20 contains 14380 members 
Mstep: Class 21 contains 63183 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34594 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341018 members 
Mstep: Class 27 contains 341790 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427088.000000 Penalty: 98863.570312
Iteration 349Q: 29 clusters Score -1.584271e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13368 members 
Mstep: Class 3 contains 229808 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21858 members 
Mstep: Class 8 contains 22693 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34693 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 126490 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51273 members 
Mstep: Class 18 contains 15416 members 
Mstep: Class 19 contains 122049 members 
Mstep: Class 20 contains 14377 members 
Mstep: Class 21 contains 63209 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34689 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341121 members 
Mstep: Class 27 contains 341902 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426672.000000 Penalty: 98863.570312
Iteration 350Q: 29 clusters Score -1.584267e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13388 members 
Mstep: Class 3 contains 229955 members 
Mstep: Class 4 contains 35497 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21842 members 
Mstep: Class 8 contains 22671 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34669 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 30717 members 
Mstep: Class 15 contains 126487 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51204 members 
Mstep: Class 18 contains 15411 members 
Mstep: Class 19 contains 121736 members 
Mstep: Class 20 contains 14373 members 
Mstep: Class 21 contains 63224 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34781 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341243 members 
Mstep: Class 27 contains 341972 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 98863.570312
Iteration 351Q: 29 clusters Score -1.584269e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13412 members 
Mstep: Class 3 contains 230087 members 
Mstep: Class 4 contains 35489 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21830 members 
Mstep: Class 8 contains 22651 members 
Mstep: Class 9 contains 5970 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34644 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 126488 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51139 members 
Mstep: Class 18 contains 15410 members 
Mstep: Class 19 contains 121420 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 63245 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34877 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341389 members 
Mstep: Class 27 contains 342007 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426640.000000 Penalty: 98863.570312
Iteration 352Q: 29 clusters Score -1.584266e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13430 members 
Mstep: Class 3 contains 230233 members 
Mstep: Class 4 contains 35477 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21816 members 
Mstep: Class 8 contains 22630 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34618 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 126488 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 15411 members 
Mstep: Class 19 contains 121105 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 63265 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 34976 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341527 members 
Mstep: Class 27 contains 342045 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426784.000000 Penalty: 98863.570312
Iteration 353Q: 29 clusters Score -1.584268e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 230374 members 
Mstep: Class 4 contains 35454 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 22608 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34586 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 126500 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 51004 members 
Mstep: Class 18 contains 15409 members 
Mstep: Class 19 contains 120831 members 
Mstep: Class 20 contains 14352 members 
Mstep: Class 21 contains 63285 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35055 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341643 members 
Mstep: Class 27 contains 342084 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426768.000000 Penalty: 98863.570312
Iteration 354Q: 29 clusters Score -1.584268e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 230495 members 
Mstep: Class 4 contains 35437 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21785 members 
Mstep: Class 8 contains 22598 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34560 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 126519 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50944 members 
Mstep: Class 18 contains 15407 members 
Mstep: Class 19 contains 120559 members 
Mstep: Class 20 contains 14355 members 
Mstep: Class 21 contains 63301 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 35127 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341743 members 
Mstep: Class 27 contains 342122 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426960.000000 Penalty: 98863.570312
Iteration 355Q: 29 clusters Score -1.58427e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13520 members 
Mstep: Class 3 contains 230640 members 
Mstep: Class 4 contains 35420 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21769 members 
Mstep: Class 8 contains 22587 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34536 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 30720 members 
Mstep: Class 15 contains 126527 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50891 members 
Mstep: Class 18 contains 15403 members 
Mstep: Class 19 contains 120273 members 
Mstep: Class 20 contains 14352 members 
Mstep: Class 21 contains 63320 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 35193 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341870 members 
Mstep: Class 27 contains 342140 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426800.000000 Penalty: 98863.570312
Iteration 356Q: 29 clusters Score -1.584268e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 230790 members 
Mstep: Class 4 contains 35410 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21758 members 
Mstep: Class 8 contains 22568 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34516 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 126517 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50848 members 
Mstep: Class 18 contains 15398 members 
Mstep: Class 19 contains 120018 members 
Mstep: Class 20 contains 14347 members 
Mstep: Class 21 contains 63342 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 35252 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 341971 members 
Mstep: Class 27 contains 342153 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426512.000000 Penalty: 98863.570312
Iteration 357Q: 29 clusters Score -1.584265e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13576 members 
Mstep: Class 3 contains 230938 members 
Mstep: Class 4 contains 35396 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21749 members 
Mstep: Class 8 contains 22549 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34496 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 126511 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50805 members 
Mstep: Class 18 contains 15394 members 
Mstep: Class 19 contains 119767 members 
Mstep: Class 20 contains 14350 members 
Mstep: Class 21 contains 63355 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 35328 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342068 members 
Mstep: Class 27 contains 342150 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426576.000000 Penalty: 98863.570312
Iteration 358Q: 29 clusters Score -1.584266e+08 nChanged 740
Entering ConstructFrom: 
Score: -158426576.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -120987.000000 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -120987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -118902.812500 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -118902.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119287.445312 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -119287.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119407.257812 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -119407.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119488.562500 Penalty: 3543.625977
	Iteration 3Q: 3 clusters Score -119488.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -119558.273438 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -119558.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -119630.421875 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -119630.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119710.867188 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -119710.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119740.539062 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -119740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119755.562500 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -119755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119765.101562 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -119765.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119774.382812 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -119774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119778.148438 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -119778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119781.078125 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -119781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119782.257812 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -119782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119783.453125 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -119783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119783.843750 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -119783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119783.882812 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -119783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119784.445312 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -119784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119784.445312 Penalty: 3543.625977
	Iteration 18F: 3 clusters Score -119784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Entering Unmasked Estep 
Score: -1451877.750000 Penalty: 2360.511719
	Iteration 0F: 2 clusters Score -1451878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1441902.125000 Penalty: 4721.023438
	Iteration 0F: 3 clusters Score -1441902 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1445065.000000 Penalty: 4721.023438
	Iteration 1F: 3 clusters Score -1445065 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1445428.000000 Penalty: 4721.023438
	Iteration 2F: 3 clusters Score -1445428 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1445730.000000 Penalty: 4721.023438
	Iteration 3Q: 3 clusters Score -1445730 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1446050.125000 Penalty: 4721.023438
	Iteration 4Q: 3 clusters Score -1446050 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1446394.250000 Penalty: 4721.023438
	Iteration 5Q: 3 clusters Score -1446394 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1446806.125000 Penalty: 4721.023438
	Iteration 6Q: 3 clusters Score -1446806 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1447337.250000 Penalty: 4721.023438
	Iteration 7F: 3 clusters Score -1447337 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1448064.750000 Penalty: 4721.023438
	Iteration 8F: 3 clusters Score -1448065 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1448890.500000 Penalty: 4721.023438
	Iteration 9F: 3 clusters Score -1448890 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1449433.500000 Penalty: 4721.023438
	Iteration 10Q: 3 clusters Score -1449434 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1449664.625000 Penalty: 4721.023438
	Iteration 11Q: 3 clusters Score -1449665 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1449786.625000 Penalty: 4721.023438
	Iteration 12Q: 3 clusters Score -1449787 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1449860.000000 Penalty: 4721.023438
	Iteration 13Q: 3 clusters Score -1449860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1449921.625000 Penalty: 4721.023438
	Iteration 14Q: 3 clusters Score -1449922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1449965.000000 Penalty: 4721.023438
	Iteration 15Q: 3 clusters Score -1449965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1450008.000000 Penalty: 4721.023438
	Iteration 16Q: 3 clusters Score -1450008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1450052.000000 Penalty: 4721.023438
	Iteration 17Q: 3 clusters Score -1450052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1450115.875000 Penalty: 4721.023438
	Iteration 18Q: 3 clusters Score -1450116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1450195.500000 Penalty: 4721.023438
	Iteration 19Q: 3 clusters Score -1450196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1450280.000000 Penalty: 4721.023438
	Iteration 20F: 3 clusters Score -1450280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1450360.500000 Penalty: 4721.023438
	Iteration 21Q: 3 clusters Score -1450360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1450426.500000 Penalty: 4721.023438
	Iteration 22Q: 3 clusters Score -1450426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1450460.000000 Penalty: 4721.023438
	Iteration 23Q: 3 clusters Score -1450460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1450485.625000 Penalty: 4721.023438
	Iteration 24Q: 3 clusters Score -1450486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1450499.750000 Penalty: 4721.023438
	Iteration 25Q: 3 clusters Score -1450500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1450504.625000 Penalty: 4721.023438
	Iteration 26Q: 3 clusters Score -1450505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1450507.625000 Penalty: 4721.023438
	Iteration 27Q: 3 clusters Score -1450508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1450518.125000 Penalty: 4721.023438
	Iteration 28Q: 3 clusters Score -1450518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1450521.375000 Penalty: 4721.023438
	Iteration 29Q: 3 clusters Score -1450521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1450521.750000 Penalty: 4721.023438
	Iteration 30Q: 3 clusters Score -1450522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1450522.625000 Penalty: 4721.023438
	Iteration 31Q: 3 clusters Score -1450523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1450524.500000 Penalty: 4721.023438
	Iteration 32Q: 3 clusters Score -1450524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1450526.750000 Penalty: 4721.023438
	Iteration 33Q: 3 clusters Score -1450527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1450531.000000 Penalty: 4721.023438
	Iteration 34Q: 3 clusters Score -1450531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1450531.125000 Penalty: 4721.023438
	Iteration 35Q: 3 clusters Score -1450531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1450532.625000 Penalty: 4721.023438
	Iteration 36Q: 3 clusters Score -1450533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1450531.500000 Penalty: 4721.023438
	Iteration 37Q: 3 clusters Score -1450532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1450531.500000 Penalty: 4721.023438
	Iteration 38F: 3 clusters Score -1450532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (231077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231077 members 
Entering Unmasked Estep 
Score: -24605724.000000 Penalty: 3062.925537
	Iteration 0F: 2 clusters Score -2.460572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -24453180.000000 Penalty: 6125.851074
	Iteration 0F: 3 clusters Score -2.445318e+07 nChanged 111413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115847 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -24519412.000000 Penalty: 6125.851074
	Iteration 1F: 3 clusters Score -2.451941e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 115579 members 
Entering Unmasked Estep 
Score: -24520724.000000 Penalty: 6125.851074
	Iteration 2Q: 3 clusters Score -2.452072e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -24522320.000000 Penalty: 6125.851074
	Iteration 3Q: 3 clusters Score -2.452232e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -24524330.000000 Penalty: 6125.851074
	Iteration 4Q: 3 clusters Score -2.452433e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 118383 members 
Entering Unmasked Estep 
Score: -24526642.000000 Penalty: 6125.851074
	Iteration 5Q: 3 clusters Score -2.452664e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110804 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -24529358.000000 Penalty: 6125.851074
	Iteration 6Q: 3 clusters Score -2.452936e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108284 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -24532136.000000 Penalty: 6125.851074
	Iteration 7Q: 3 clusters Score -2.453214e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -24535430.000000 Penalty: 6125.851074
	Iteration 8Q: 3 clusters Score -2.453543e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -24538714.000000 Penalty: 6125.851074
	Iteration 9Q: 3 clusters Score -2.453871e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -24542172.000000 Penalty: 6125.851074
	Iteration 10Q: 3 clusters Score -2.454217e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -24546238.000000 Penalty: 6125.851074
	Iteration 11Q: 3 clusters Score -2.454624e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -24551152.000000 Penalty: 6125.851074
	Iteration 12Q: 3 clusters Score -2.455115e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -24557360.000000 Penalty: 6125.851074
	Iteration 13Q: 3 clusters Score -2.455736e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 162864 members 
Entering Unmasked Estep 
Score: -24564792.000000 Penalty: 6125.851074
	Iteration 14Q: 3 clusters Score -2.456479e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 169616 members 
Entering Unmasked Estep 
Score: -24571488.000000 Penalty: 6125.851074
	Iteration 15Q: 3 clusters Score -2.457149e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -24576340.000000 Penalty: 6125.851074
	Iteration 16Q: 3 clusters Score -2.457634e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 180793 members 
Entering Unmasked Estep 
Score: -24579494.000000 Penalty: 6125.851074
	Iteration 17Q: 3 clusters Score -2.457949e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 185812 members 
Entering Unmasked Estep 
Score: -24581720.000000 Penalty: 6125.851074
	Iteration 18Q: 3 clusters Score -2.458172e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 190649 members 
Entering Unmasked Estep 
Score: -24583656.000000 Penalty: 6125.851074
	Iteration 19Q: 3 clusters Score -2.458366e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -24585620.000000 Penalty: 6125.851074
	Iteration 20F: 3 clusters Score -2.458562e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 199816 members 
Entering Unmasked Estep 
Score: -24587536.000000 Penalty: 6125.851074
	Iteration 21Q: 3 clusters Score -2.458754e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 204170 members 
Entering Unmasked Estep 
Score: -24589424.000000 Penalty: 6125.851074
	Iteration 22Q: 3 clusters Score -2.458942e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 208160 members 
Entering Unmasked Estep 
Score: -24591350.000000 Penalty: 6125.851074
	Iteration 23Q: 3 clusters Score -2.459135e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 211849 members 
Entering Unmasked Estep 
Score: -24592938.000000 Penalty: 6125.851074
	Iteration 24Q: 3 clusters Score -2.459294e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 215225 members 
Entering Unmasked Estep 
Score: -24594732.000000 Penalty: 6125.851074
	Iteration 25Q: 3 clusters Score -2.459473e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 218210 members 
Entering Unmasked Estep 
Score: -24596430.000000 Penalty: 6125.851074
	Iteration 26Q: 3 clusters Score -2.459643e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 220733 members 
Entering Unmasked Estep 
Score: -24597772.000000 Penalty: 6125.851074
	Iteration 27Q: 3 clusters Score -2.459777e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 222785 members 
Entering Unmasked Estep 
Score: -24599126.000000 Penalty: 6125.851074
	Iteration 28Q: 3 clusters Score -2.459913e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 224412 members 
Entering Unmasked Estep 
Score: -24600078.000000 Penalty: 6125.851074
	Iteration 29Q: 3 clusters Score -2.460008e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 225720 members 
Entering Unmasked Estep 
Score: -24600892.000000 Penalty: 6125.851074
	Iteration 30Q: 3 clusters Score -2.460089e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 226704 members 
Entering Unmasked Estep 
Score: -24601402.000000 Penalty: 6125.851074
	Iteration 31Q: 3 clusters Score -2.46014e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 227435 members 
Entering Unmasked Estep 
Score: -24601790.000000 Penalty: 6125.851074
	Iteration 32Q: 3 clusters Score -2.460179e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 228022 members 
Entering Unmasked Estep 
Score: -24602130.000000 Penalty: 6125.851074
	Iteration 33Q: 3 clusters Score -2.460213e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 228462 members 
Entering Unmasked Estep 
Score: -24602390.000000 Penalty: 6125.851074
	Iteration 34Q: 3 clusters Score -2.460239e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 228801 members 
Entering Unmasked Estep 
Score: -24602532.000000 Penalty: 6125.851074
	Iteration 35Q: 3 clusters Score -2.460253e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 229045 members 
Entering Unmasked Estep 
Score: -24602648.000000 Penalty: 6125.851074
	Iteration 36Q: 3 clusters Score -2.460265e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 229208 members 
Entering Unmasked Estep 
Score: -24602788.000000 Penalty: 6125.851074
	Iteration 37Q: 3 clusters Score -2.460279e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 229344 members 
Entering Unmasked Estep 
Score: -24602832.000000 Penalty: 6125.851074
	Iteration 38Q: 3 clusters Score -2.460283e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 229449 members 
Entering Unmasked Estep 
Score: -24602874.000000 Penalty: 6125.851074
	Iteration 39Q: 3 clusters Score -2.460287e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 229536 members 
Entering Unmasked Estep 
Score: -24602904.000000 Penalty: 6125.851074
	Iteration 40F: 3 clusters Score -2.46029e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 229603 members 
Entering Unmasked Estep 
Score: -24602934.000000 Penalty: 6125.851074
	Iteration 41Q: 3 clusters Score -2.460293e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 229659 members 
Entering Unmasked Estep 
Score: -24602980.000000 Penalty: 6125.851074
	Iteration 42Q: 3 clusters Score -2.460298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 229707 members 
Entering Unmasked Estep 
Score: -24603014.000000 Penalty: 6125.851074
	Iteration 43Q: 3 clusters Score -2.460301e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 229741 members 
Entering Unmasked Estep 
Score: -24602988.000000 Penalty: 6125.851074
	Iteration 44Q: 3 clusters Score -2.460299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 229772 members 
Entering Unmasked Estep 
Score: -24603022.000000 Penalty: 6125.851074
	Iteration 45Q: 3 clusters Score -2.460302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 229799 members 
Entering Unmasked Estep 
Score: -24603052.000000 Penalty: 6125.851074
	Iteration 46Q: 3 clusters Score -2.460305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 229826 members 
Entering Unmasked Estep 
Score: -24603060.000000 Penalty: 6125.851074
	Iteration 47Q: 3 clusters Score -2.460306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 229841 members 
Entering Unmasked Estep 
Score: -24603070.000000 Penalty: 6125.851074
	Iteration 48Q: 3 clusters Score -2.460307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 229852 members 
Entering Unmasked Estep 
Score: -24603092.000000 Penalty: 6125.851074
	Iteration 49Q: 3 clusters Score -2.460309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 229872 members 
Entering Unmasked Estep 
Score: -24603086.000000 Penalty: 6125.851074
	Iteration 50Q: 3 clusters Score -2.460309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 229896 members 
Entering Unmasked Estep 
Score: -24603114.000000 Penalty: 6125.851074
	Iteration 51Q: 3 clusters Score -2.460311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 229912 members 
Entering Unmasked Estep 
Score: -24603120.000000 Penalty: 6125.851074
	Iteration 52Q: 3 clusters Score -2.460312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 229922 members 
Entering Unmasked Estep 
Score: -24603100.000000 Penalty: 6125.851074
	Iteration 53Q: 3 clusters Score -2.46031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 229930 members 
Entering Unmasked Estep 
Score: -24603118.000000 Penalty: 6125.851074
	Iteration 54Q: 3 clusters Score -2.460312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 229941 members 
Entering Unmasked Estep 
Score: -24603126.000000 Penalty: 6125.851074
	Iteration 55Q: 3 clusters Score -2.460313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 229950 members 
Entering Unmasked Estep 
Score: -24603140.000000 Penalty: 6125.851074
	Iteration 56Q: 3 clusters Score -2.460314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 229954 members 
Entering Unmasked Estep 
Score: -24603134.000000 Penalty: 6125.851074
	Iteration 57Q: 3 clusters Score -2.460313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 229958 members 
Entering Unmasked Estep 
Score: -24603142.000000 Penalty: 6125.851074
	Iteration 58Q: 3 clusters Score -2.460314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 229963 members 
Entering Unmasked Estep 
Score: -24603120.000000 Penalty: 6125.851074
	Iteration 59Q: 3 clusters Score -2.460312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 229970 members 
Entering Unmasked Estep 
Score: -24603126.000000 Penalty: 6125.851074
	Iteration 60F: 3 clusters Score -2.460313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 229972 members 
Entering Unmasked Estep 
Score: -24603126.000000 Penalty: 6125.851074
	Iteration 61Q: 3 clusters Score -2.460313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 229980 members 
Entering Unmasked Estep 
Score: -24603136.000000 Penalty: 6125.851074
	Iteration 62Q: 3 clusters Score -2.460314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 229986 members 
Entering Unmasked Estep 
Score: -24603154.000000 Penalty: 6125.851074
	Iteration 63Q: 3 clusters Score -2.460315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 229990 members 
Entering Unmasked Estep 
Score: -24603168.000000 Penalty: 6125.851074
	Iteration 64Q: 3 clusters Score -2.460317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 229994 members 
Entering Unmasked Estep 
Score: -24603164.000000 Penalty: 6125.851074
	Iteration 65Q: 3 clusters Score -2.460316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 230004 members 
Entering Unmasked Estep 
Score: -24603148.000000 Penalty: 6125.851074
	Iteration 66Q: 3 clusters Score -2.460315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 230004 members 
Entering Unmasked Estep 
Score: -24603152.000000 Penalty: 6125.851074
	Iteration 67Q: 3 clusters Score -2.460315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 230008 members 
Entering Unmasked Estep 
Score: -24603152.000000 Penalty: 6125.851074
	Iteration 68Q: 3 clusters Score -2.460315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 230009 members 
Entering Unmasked Estep 
Score: -24603166.000000 Penalty: 6125.851074
	Iteration 69Q: 3 clusters Score -2.460317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 230009 members 
Entering Unmasked Estep 
Score: -24603166.000000 Penalty: 6125.851074
	Iteration 70F: 3 clusters Score -2.460317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Entering Unmasked Estep 
Score: -3813321.000000 Penalty: 2597.576904
	Iteration 0F: 2 clusters Score -3813321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3789171.500000 Penalty: 5195.153809
	Iteration 0F: 3 clusters Score -3789172 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3798249.250000 Penalty: 5195.153809
	Iteration 1F: 3 clusters Score -3798249 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3798999.750000 Penalty: 5195.153809
	Iteration 2Q: 3 clusters Score -3799000 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3799896.750000 Penalty: 5195.153809
	Iteration 3Q: 3 clusters Score -3799897 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3800966.000000 Penalty: 5195.153809
	Iteration 4F: 3 clusters Score -3800966 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3802067.500000 Penalty: 5195.153809
	Iteration 5F: 3 clusters Score -3802068 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3803373.250000 Penalty: 5195.153809
	Iteration 6F: 3 clusters Score -3803373 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3804685.750000 Penalty: 5195.153809
	Iteration 7F: 3 clusters Score -3804686 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3805806.250000 Penalty: 5195.153809
	Iteration 8F: 3 clusters Score -3805806 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3806684.000000 Penalty: 5195.153809
	Iteration 9Q: 3 clusters Score -3806684 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3807141.500000 Penalty: 5195.153809
	Iteration 10Q: 3 clusters Score -3807142 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3807380.750000 Penalty: 5195.153809
	Iteration 11Q: 3 clusters Score -3807381 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3807590.000000 Penalty: 5195.153809
	Iteration 12Q: 3 clusters Score -3807590 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3807789.750000 Penalty: 5195.153809
	Iteration 13Q: 3 clusters Score -3807790 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3807949.500000 Penalty: 5195.153809
	Iteration 14Q: 3 clusters Score -3807950 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3808116.750000 Penalty: 5195.153809
	Iteration 15Q: 3 clusters Score -3808117 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3808270.500000 Penalty: 5195.153809
	Iteration 16Q: 3 clusters Score -3808270 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3808432.000000 Penalty: 5195.153809
	Iteration 17Q: 3 clusters Score -3808432 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3808596.750000 Penalty: 5195.153809
	Iteration 18Q: 3 clusters Score -3808597 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3808760.500000 Penalty: 5195.153809
	Iteration 19Q: 3 clusters Score -3808760 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3808924.000000 Penalty: 5195.153809
	Iteration 20F: 3 clusters Score -3808924 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3809104.250000 Penalty: 5195.153809
	Iteration 21Q: 3 clusters Score -3809104 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3809317.500000 Penalty: 5195.153809
	Iteration 22Q: 3 clusters Score -3809318 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3809481.500000 Penalty: 5195.153809
	Iteration 23Q: 3 clusters Score -3809482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3809690.250000 Penalty: 5195.153809
	Iteration 24Q: 3 clusters Score -3809690 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3809894.750000 Penalty: 5195.153809
	Iteration 25Q: 3 clusters Score -3809895 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3810043.500000 Penalty: 5195.153809
	Iteration 26Q: 3 clusters Score -3810044 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3810203.000000 Penalty: 5195.153809
	Iteration 27Q: 3 clusters Score -3810203 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3810338.250000 Penalty: 5195.153809
	Iteration 28Q: 3 clusters Score -3810338 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3810477.250000 Penalty: 5195.153809
	Iteration 29Q: 3 clusters Score -3810477 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3810587.250000 Penalty: 5195.153809
	Iteration 30Q: 3 clusters Score -3810587 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3810672.750000 Penalty: 5195.153809
	Iteration 31Q: 3 clusters Score -3810673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3810767.500000 Penalty: 5195.153809
	Iteration 32Q: 3 clusters Score -3810768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3810818.750000 Penalty: 5195.153809
	Iteration 33Q: 3 clusters Score -3810819 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3810883.000000 Penalty: 5195.153809
	Iteration 34Q: 3 clusters Score -3810883 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3810961.000000 Penalty: 5195.153809
	Iteration 35Q: 3 clusters Score -3810961 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3811034.000000 Penalty: 5195.153809
	Iteration 36Q: 3 clusters Score -3811034 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -3811089.000000 Penalty: 5195.153809
	Iteration 37Q: 3 clusters Score -3811089 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3811151.000000 Penalty: 5195.153809
	Iteration 38Q: 3 clusters Score -3811151 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3811217.500000 Penalty: 5195.153809
	Iteration 39Q: 3 clusters Score -3811218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3811284.750000 Penalty: 5195.153809
	Iteration 40F: 3 clusters Score -3811285 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3811339.250000 Penalty: 5195.153809
	Iteration 41Q: 3 clusters Score -3811339 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3811361.750000 Penalty: 5195.153809
	Iteration 42Q: 3 clusters Score -3811362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3811408.500000 Penalty: 5195.153809
	Iteration 43Q: 3 clusters Score -3811408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3811452.750000 Penalty: 5195.153809
	Iteration 44Q: 3 clusters Score -3811453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -3811475.500000 Penalty: 5195.153809
	Iteration 45Q: 3 clusters Score -3811476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3811503.000000 Penalty: 5195.153809
	Iteration 46Q: 3 clusters Score -3811503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3811513.750000 Penalty: 5195.153809
	Iteration 47Q: 3 clusters Score -3811514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3811523.250000 Penalty: 5195.153809
	Iteration 48Q: 3 clusters Score -3811523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3811539.000000 Penalty: 5195.153809
	Iteration 49Q: 3 clusters Score -3811539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -3811560.500000 Penalty: 5195.153809
	Iteration 50Q: 3 clusters Score -3811560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -3811582.250000 Penalty: 5195.153809
	Iteration 51Q: 3 clusters Score -3811582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3811603.750000 Penalty: 5195.153809
	Iteration 52Q: 3 clusters Score -3811604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3811616.250000 Penalty: 5195.153809
	Iteration 53Q: 3 clusters Score -3811616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -3811625.500000 Penalty: 5195.153809
	Iteration 54Q: 3 clusters Score -3811626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3811664.750000 Penalty: 5195.153809
	Iteration 55Q: 3 clusters Score -3811665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3811685.250000 Penalty: 5195.153809
	Iteration 56Q: 3 clusters Score -3811685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3811703.000000 Penalty: 5195.153809
	Iteration 57Q: 3 clusters Score -3811703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -3811701.250000 Penalty: 5195.153809
	Iteration 58Q: 3 clusters Score -3811701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3811708.750000 Penalty: 5195.153809
	Iteration 59Q: 3 clusters Score -3811709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -3811717.500000 Penalty: 5195.153809
	Iteration 60F: 3 clusters Score -3811718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -3811723.750000 Penalty: 5195.153809
	Iteration 61Q: 3 clusters Score -3811724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3811723.500000 Penalty: 5195.153809
	Iteration 62Q: 3 clusters Score -3811724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -3811717.000000 Penalty: 5195.153809
	Iteration 63Q: 3 clusters Score -3811717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3811720.750000 Penalty: 5195.153809
	Iteration 64Q: 3 clusters Score -3811721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3811719.000000 Penalty: 5195.153809
	Iteration 65Q: 3 clusters Score -3811719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -3811721.000000 Penalty: 5195.153809
	Iteration 66Q: 3 clusters Score -3811721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3811720.750000 Penalty: 5195.153809
	Iteration 67Q: 3 clusters Score -3811721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3811725.250000 Penalty: 5195.153809
	Iteration 68Q: 3 clusters Score -3811725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -3811722.500000 Penalty: 5195.153809
	Iteration 69Q: 3 clusters Score -3811722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3811716.500000 Penalty: 5195.153809
	Iteration 70Q: 3 clusters Score -3811716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3811730.500000 Penalty: 5195.153809
	Iteration 71Q: 3 clusters Score -3811730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3811722.750000 Penalty: 5195.153809
	Iteration 72Q: 3 clusters Score -3811723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3811723.500000 Penalty: 5195.153809
	Iteration 73Q: 3 clusters Score -3811724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3811724.250000 Penalty: 5195.153809
	Iteration 74Q: 3 clusters Score -3811724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -3811722.000000 Penalty: 5195.153809
	Iteration 75Q: 3 clusters Score -3811722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3811726.500000 Penalty: 5195.153809
	Iteration 76Q: 3 clusters Score -3811726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3811726.000000 Penalty: 5195.153809
	Iteration 77Q: 3 clusters Score -3811726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3811729.250000 Penalty: 5195.153809
	Iteration 78Q: 3 clusters Score -3811729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3811730.750000 Penalty: 5195.153809
	Iteration 79Q: 3 clusters Score -3811731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3811732.500000 Penalty: 5195.153809
	Iteration 80F: 3 clusters Score -3811732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3811730.250000 Penalty: 5195.153809
	Iteration 81Q: 3 clusters Score -3811730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3811728.250000 Penalty: 5195.153809
	Iteration 82Q: 3 clusters Score -3811728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3811731.500000 Penalty: 5195.153809
	Iteration 83Q: 3 clusters Score -3811732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3811735.500000 Penalty: 5195.153809
	Iteration 84Q: 3 clusters Score -3811736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -3811735.500000 Penalty: 5195.153809
	Iteration 85Q: 3 clusters Score -3811736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3811738.500000 Penalty: 5195.153809
	Iteration 86Q: 3 clusters Score -3811738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3811739.250000 Penalty: 5195.153809
	Iteration 87Q: 3 clusters Score -3811739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -3811743.000000 Penalty: 5195.153809
	Iteration 88Q: 3 clusters Score -3811743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3811741.250000 Penalty: 5195.153809
	Iteration 89Q: 3 clusters Score -3811741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -3811744.500000 Penalty: 5195.153809
	Iteration 90Q: 3 clusters Score -3811744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -3811742.750000 Penalty: 5195.153809
	Iteration 91Q: 3 clusters Score -3811743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -3811743.750000 Penalty: 5195.153809
	Iteration 92Q: 3 clusters Score -3811744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -3811750.000000 Penalty: 5195.153809
	Iteration 93Q: 3 clusters Score -3811750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -3811750.000000 Penalty: 5195.153809
	Iteration 94F: 3 clusters Score -3811750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -238478.640625 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -238478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -235653.359375 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -235653.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -236230.421875 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -236230.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -236428.796875 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -236428.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -236561.718750 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -236561.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -236672.031250 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -236672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -236803.140625 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -236803.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -236967.531250 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -236967.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237132.703125 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -237132.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237277.312500 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -237277.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237425.781250 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -237425.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237634.750000 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -237634.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -237858.562500 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -237858.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -237992.843750 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -237992.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238051.734375 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -238051.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -238086.156250 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -238086.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -238101.328125 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -238101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238114.546875 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -238114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -238118.500000 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -238118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -238120.453125 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -238120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238122.640625 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -238122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238122.906250 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -238122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238124.500000 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -238124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -238126.406250 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -238126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -238128.984375 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -238129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -238129.359375 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -238129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -238132.468750 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -238132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -238136.421875 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -238136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -238139.312500 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -238139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -238140.953125 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -238141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -238141.562500 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -238141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -238142.218750 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -238142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -238142.218750 Penalty: 3844.091309
	Iteration 31F: 3 clusters Score -238142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -44951.078125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -44951.08 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 246 members 
Entering Unmasked Estep 
Score: -43466.539062 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -43466.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43663.382812 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43663.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43716.312500 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -43716.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43755.906250 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -43755.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43764.273438 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43764.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43767.796875 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -43767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43774.417969 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -43774.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43776.558594 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -43776.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43782.000000 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -43782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43782.000000 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -43782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Entering Unmasked Estep 
Score: -2350978.500000 Penalty: 2476.776367
	Iteration 0F: 2 clusters Score -2350978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2335755.750000 Penalty: 4953.552734
	Iteration 0F: 3 clusters Score -2335756 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2340785.250000 Penalty: 4953.552734
	Iteration 1F: 3 clusters Score -2340785 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2341105.000000 Penalty: 4953.552734
	Iteration 2Q: 3 clusters Score -2341105 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2341383.000000 Penalty: 4953.552734
	Iteration 3Q: 3 clusters Score -2341383 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2341606.750000 Penalty: 4953.552734
	Iteration 4Q: 3 clusters Score -2341607 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2341892.250000 Penalty: 4953.552734
	Iteration 5Q: 3 clusters Score -2341892 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2342233.000000 Penalty: 4953.552734
	Iteration 6Q: 3 clusters Score -2342233 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2342669.250000 Penalty: 4953.552734
	Iteration 7Q: 3 clusters Score -2342669 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2343166.750000 Penalty: 4953.552734
	Iteration 8Q: 3 clusters Score -2343167 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2343796.750000 Penalty: 4953.552734
	Iteration 9Q: 3 clusters Score -2343797 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2344527.750000 Penalty: 4953.552734
	Iteration 10Q: 3 clusters Score -2344528 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2345343.500000 Penalty: 4953.552734
	Iteration 11Q: 3 clusters Score -2345344 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2346074.250000 Penalty: 4953.552734
	Iteration 12Q: 3 clusters Score -2346074 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2346741.750000 Penalty: 4953.552734
	Iteration 13Q: 3 clusters Score -2346742 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2347238.250000 Penalty: 4953.552734
	Iteration 14Q: 3 clusters Score -2347238 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2347648.000000 Penalty: 4953.552734
	Iteration 15Q: 3 clusters Score -2347648 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2347958.250000 Penalty: 4953.552734
	Iteration 16Q: 3 clusters Score -2347958 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2348171.250000 Penalty: 4953.552734
	Iteration 17Q: 3 clusters Score -2348171 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2348326.250000 Penalty: 4953.552734
	Iteration 18Q: 3 clusters Score -2348326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2348436.000000 Penalty: 4953.552734
	Iteration 19Q: 3 clusters Score -2348436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2348510.000000 Penalty: 4953.552734
	Iteration 20F: 3 clusters Score -2348510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2348564.750000 Penalty: 4953.552734
	Iteration 21Q: 3 clusters Score -2348565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2348629.250000 Penalty: 4953.552734
	Iteration 22Q: 3 clusters Score -2348629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2348680.250000 Penalty: 4953.552734
	Iteration 23Q: 3 clusters Score -2348680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2348709.250000 Penalty: 4953.552734
	Iteration 24Q: 3 clusters Score -2348709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2348739.250000 Penalty: 4953.552734
	Iteration 25Q: 3 clusters Score -2348739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2348759.000000 Penalty: 4953.552734
	Iteration 26Q: 3 clusters Score -2348759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2348771.250000 Penalty: 4953.552734
	Iteration 27Q: 3 clusters Score -2348771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2348791.500000 Penalty: 4953.552734
	Iteration 28Q: 3 clusters Score -2348792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2348806.250000 Penalty: 4953.552734
	Iteration 29Q: 3 clusters Score -2348806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2348815.000000 Penalty: 4953.552734
	Iteration 30Q: 3 clusters Score -2348815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2348820.750000 Penalty: 4953.552734
	Iteration 31Q: 3 clusters Score -2348821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2348827.750000 Penalty: 4953.552734
	Iteration 32Q: 3 clusters Score -2348828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2348830.750000 Penalty: 4953.552734
	Iteration 33Q: 3 clusters Score -2348831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2348832.500000 Penalty: 4953.552734
	Iteration 34Q: 3 clusters Score -2348832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2348832.500000 Penalty: 4953.552734
	Iteration 35F: 3 clusters Score -2348832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Entering Unmasked Estep 
Score: -2437620.500000 Penalty: 2485.638672
	Iteration 0F: 2 clusters Score -2437620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2421776.250000 Penalty: 4971.277344
	Iteration 0F: 3 clusters Score -2421776 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2427177.250000 Penalty: 4971.277344
	Iteration 1F: 3 clusters Score -2427177 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2427593.000000 Penalty: 4971.277344
	Iteration 2F: 3 clusters Score -2427593 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2427900.250000 Penalty: 4971.277344
	Iteration 3Q: 3 clusters Score -2427900 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2428163.250000 Penalty: 4971.277344
	Iteration 4Q: 3 clusters Score -2428163 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2428407.000000 Penalty: 4971.277344
	Iteration 5Q: 3 clusters Score -2428407 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2428666.250000 Penalty: 4971.277344
	Iteration 6Q: 3 clusters Score -2428666 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2428953.250000 Penalty: 4971.277344
	Iteration 7Q: 3 clusters Score -2428953 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2429265.000000 Penalty: 4971.277344
	Iteration 8Q: 3 clusters Score -2429265 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2429590.750000 Penalty: 4971.277344
	Iteration 9Q: 3 clusters Score -2429591 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2430042.000000 Penalty: 4971.277344
	Iteration 10Q: 3 clusters Score -2430042 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2430676.750000 Penalty: 4971.277344
	Iteration 11Q: 3 clusters Score -2430677 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2431504.750000 Penalty: 4971.277344
	Iteration 12F: 3 clusters Score -2431505 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2432497.250000 Penalty: 4971.277344
	Iteration 13F: 3 clusters Score -2432497 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2433554.000000 Penalty: 4971.277344
	Iteration 14F: 3 clusters Score -2433554 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2434401.750000 Penalty: 4971.277344
	Iteration 15Q: 3 clusters Score -2434402 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2434885.250000 Penalty: 4971.277344
	Iteration 16Q: 3 clusters Score -2434885 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2435096.750000 Penalty: 4971.277344
	Iteration 17Q: 3 clusters Score -2435097 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2435216.000000 Penalty: 4971.277344
	Iteration 18Q: 3 clusters Score -2435216 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2435282.250000 Penalty: 4971.277344
	Iteration 19Q: 3 clusters Score -2435282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2435350.000000 Penalty: 4971.277344
	Iteration 20F: 3 clusters Score -2435350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2435411.000000 Penalty: 4971.277344
	Iteration 21Q: 3 clusters Score -2435411 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2435468.500000 Penalty: 4971.277344
	Iteration 22Q: 3 clusters Score -2435468 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2435517.250000 Penalty: 4971.277344
	Iteration 23Q: 3 clusters Score -2435517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2435547.250000 Penalty: 4971.277344
	Iteration 24Q: 3 clusters Score -2435547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2435580.500000 Penalty: 4971.277344
	Iteration 25Q: 3 clusters Score -2435580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2435602.500000 Penalty: 4971.277344
	Iteration 26Q: 3 clusters Score -2435602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2435625.500000 Penalty: 4971.277344
	Iteration 27Q: 3 clusters Score -2435626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2435635.750000 Penalty: 4971.277344
	Iteration 28Q: 3 clusters Score -2435636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2435651.750000 Penalty: 4971.277344
	Iteration 29Q: 3 clusters Score -2435652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2435663.750000 Penalty: 4971.277344
	Iteration 30Q: 3 clusters Score -2435664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2435664.250000 Penalty: 4971.277344
	Iteration 31Q: 3 clusters Score -2435664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2435669.500000 Penalty: 4971.277344
	Iteration 32Q: 3 clusters Score -2435670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2435674.500000 Penalty: 4971.277344
	Iteration 33Q: 3 clusters Score -2435674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2435682.000000 Penalty: 4971.277344
	Iteration 34Q: 3 clusters Score -2435682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2435684.750000 Penalty: 4971.277344
	Iteration 35Q: 3 clusters Score -2435685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2435691.000000 Penalty: 4971.277344
	Iteration 36Q: 3 clusters Score -2435691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2435699.250000 Penalty: 4971.277344
	Iteration 37Q: 3 clusters Score -2435699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2435708.250000 Penalty: 4971.277344
	Iteration 38Q: 3 clusters Score -2435708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2435707.250000 Penalty: 4971.277344
	Iteration 39Q: 3 clusters Score -2435707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2435708.000000 Penalty: 4971.277344
	Iteration 40F: 3 clusters Score -2435708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2435720.750000 Penalty: 4971.277344
	Iteration 41Q: 3 clusters Score -2435721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2435712.000000 Penalty: 4971.277344
	Iteration 42Q: 3 clusters Score -2435712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2435715.750000 Penalty: 4971.277344
	Iteration 43Q: 3 clusters Score -2435716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2435720.000000 Penalty: 4971.277344
	Iteration 44Q: 3 clusters Score -2435720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2435728.750000 Penalty: 4971.277344
	Iteration 45Q: 3 clusters Score -2435729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2435738.750000 Penalty: 4971.277344
	Iteration 46Q: 3 clusters Score -2435739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2435742.000000 Penalty: 4971.277344
	Iteration 47Q: 3 clusters Score -2435742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2435752.500000 Penalty: 4971.277344
	Iteration 48Q: 3 clusters Score -2435752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2435755.250000 Penalty: 4971.277344
	Iteration 49Q: 3 clusters Score -2435755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2435760.250000 Penalty: 4971.277344
	Iteration 50Q: 3 clusters Score -2435760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2435758.750000 Penalty: 4971.277344
	Iteration 51Q: 3 clusters Score -2435759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2435760.750000 Penalty: 4971.277344
	Iteration 52Q: 3 clusters Score -2435761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2435769.000000 Penalty: 4971.277344
	Iteration 53Q: 3 clusters Score -2435769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2435778.750000 Penalty: 4971.277344
	Iteration 54Q: 3 clusters Score -2435779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2435781.250000 Penalty: 4971.277344
	Iteration 55Q: 3 clusters Score -2435781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2435788.250000 Penalty: 4971.277344
	Iteration 56Q: 3 clusters Score -2435788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2435794.750000 Penalty: 4971.277344
	Iteration 57Q: 3 clusters Score -2435795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2435804.500000 Penalty: 4971.277344
	Iteration 58Q: 3 clusters Score -2435804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2435807.750000 Penalty: 4971.277344
	Iteration 59Q: 3 clusters Score -2435808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2435811.250000 Penalty: 4971.277344
	Iteration 60F: 3 clusters Score -2435811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2435814.000000 Penalty: 4971.277344
	Iteration 61Q: 3 clusters Score -2435814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2435813.250000 Penalty: 4971.277344
	Iteration 62Q: 3 clusters Score -2435813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2435815.500000 Penalty: 4971.277344
	Iteration 63Q: 3 clusters Score -2435816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2435816.250000 Penalty: 4971.277344
	Iteration 64Q: 3 clusters Score -2435816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2435814.250000 Penalty: 4971.277344
	Iteration 65Q: 3 clusters Score -2435814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2435813.750000 Penalty: 4971.277344
	Iteration 66Q: 3 clusters Score -2435814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2435814.500000 Penalty: 4971.277344
	Iteration 67Q: 3 clusters Score -2435814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2435815.750000 Penalty: 4971.277344
	Iteration 68Q: 3 clusters Score -2435816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2435822.500000 Penalty: 4971.277344
	Iteration 69Q: 3 clusters Score -2435822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2435825.500000 Penalty: 4971.277344
	Iteration 70Q: 3 clusters Score -2435826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2435825.500000 Penalty: 4971.277344
	Iteration 71Q: 3 clusters Score -2435826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2435825.250000 Penalty: 4971.277344
	Iteration 72Q: 3 clusters Score -2435825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2435825.500000 Penalty: 4971.277344
	Iteration 73Q: 3 clusters Score -2435826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2435825.250000 Penalty: 4971.277344
	Iteration 74Q: 3 clusters Score -2435825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2435828.500000 Penalty: 4971.277344
	Iteration 75Q: 3 clusters Score -2435828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2435828.500000 Penalty: 4971.277344
	Iteration 76F: 3 clusters Score -2435828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -628502.875000 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -628502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -623345.375000 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -623345.4 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -624647.562500 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -624647.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -624846.000000 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -624846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -624978.562500 Penalty: 4313.800781
	Iteration 3Q: 3 clusters Score -624978.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -625083.000000 Penalty: 4313.800781
	Iteration 4Q: 3 clusters Score -625083 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -625161.875000 Penalty: 4313.800781
	Iteration 5Q: 3 clusters Score -625161.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -625216.062500 Penalty: 4313.800781
	Iteration 6Q: 3 clusters Score -625216.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -625266.062500 Penalty: 4313.800781
	Iteration 7Q: 3 clusters Score -625266.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -625303.250000 Penalty: 4313.800781
	Iteration 8Q: 3 clusters Score -625303.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -625341.312500 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -625341.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -625380.187500 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -625380.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -625408.875000 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -625408.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -625439.250000 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -625439.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -625462.250000 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -625462.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -625478.437500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -625478.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -625498.562500 Penalty: 4313.800781
	Iteration 15Q: 3 clusters Score -625498.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -625516.812500 Penalty: 4313.800781
	Iteration 16Q: 3 clusters Score -625516.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -625532.625000 Penalty: 4313.800781
	Iteration 17Q: 3 clusters Score -625532.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -625542.687500 Penalty: 4313.800781
	Iteration 18Q: 3 clusters Score -625542.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -625555.000000 Penalty: 4313.800781
	Iteration 19Q: 3 clusters Score -625555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -625572.625000 Penalty: 4313.800781
	Iteration 20F: 3 clusters Score -625572.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -625585.187500 Penalty: 4313.800781
	Iteration 21Q: 3 clusters Score -625585.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -625598.562500 Penalty: 4313.800781
	Iteration 22Q: 3 clusters Score -625598.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -625611.000000 Penalty: 4313.800781
	Iteration 23Q: 3 clusters Score -625611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -625635.000000 Penalty: 4313.800781
	Iteration 24Q: 3 clusters Score -625635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -625661.312500 Penalty: 4313.800781
	Iteration 25Q: 3 clusters Score -625661.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -625697.062500 Penalty: 4313.800781
	Iteration 26Q: 3 clusters Score -625697.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -625732.375000 Penalty: 4313.800781
	Iteration 27Q: 3 clusters Score -625732.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -625763.312500 Penalty: 4313.800781
	Iteration 28Q: 3 clusters Score -625763.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -625789.437500 Penalty: 4313.800781
	Iteration 29Q: 3 clusters Score -625789.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -625821.625000 Penalty: 4313.800781
	Iteration 30Q: 3 clusters Score -625821.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -625855.625000 Penalty: 4313.800781
	Iteration 31Q: 3 clusters Score -625855.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -625892.875000 Penalty: 4313.800781
	Iteration 32Q: 3 clusters Score -625892.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -625921.562500 Penalty: 4313.800781
	Iteration 33Q: 3 clusters Score -625921.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -625945.875000 Penalty: 4313.800781
	Iteration 34Q: 3 clusters Score -625945.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -625972.750000 Penalty: 4313.800781
	Iteration 35Q: 3 clusters Score -625972.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -626008.500000 Penalty: 4313.800781
	Iteration 36Q: 3 clusters Score -626008.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -626039.875000 Penalty: 4313.800781
	Iteration 37Q: 3 clusters Score -626039.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -626071.500000 Penalty: 4313.800781
	Iteration 38Q: 3 clusters Score -626071.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -626099.687500 Penalty: 4313.800781
	Iteration 39Q: 3 clusters Score -626099.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -626122.312500 Penalty: 4313.800781
	Iteration 40F: 3 clusters Score -626122.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -626140.562500 Penalty: 4313.800781
	Iteration 41Q: 3 clusters Score -626140.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -626163.000000 Penalty: 4313.800781
	Iteration 42Q: 3 clusters Score -626163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -626182.750000 Penalty: 4313.800781
	Iteration 43Q: 3 clusters Score -626182.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -626197.562500 Penalty: 4313.800781
	Iteration 44Q: 3 clusters Score -626197.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -626216.312500 Penalty: 4313.800781
	Iteration 45Q: 3 clusters Score -626216.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -626237.875000 Penalty: 4313.800781
	Iteration 46Q: 3 clusters Score -626237.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -626261.312500 Penalty: 4313.800781
	Iteration 47Q: 3 clusters Score -626261.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -626292.312500 Penalty: 4313.800781
	Iteration 48Q: 3 clusters Score -626292.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -626330.312500 Penalty: 4313.800781
	Iteration 49Q: 3 clusters Score -626330.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -626369.250000 Penalty: 4313.800781
	Iteration 50Q: 3 clusters Score -626369.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -626398.312500 Penalty: 4313.800781
	Iteration 51Q: 3 clusters Score -626398.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -626430.125000 Penalty: 4313.800781
	Iteration 52Q: 3 clusters Score -626430.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -626454.875000 Penalty: 4313.800781
	Iteration 53Q: 3 clusters Score -626454.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -626477.062500 Penalty: 4313.800781
	Iteration 54Q: 3 clusters Score -626477.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -626493.625000 Penalty: 4313.800781
	Iteration 55Q: 3 clusters Score -626493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -626512.437500 Penalty: 4313.800781
	Iteration 56Q: 3 clusters Score -626512.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -626533.625000 Penalty: 4313.800781
	Iteration 57Q: 3 clusters Score -626533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -626552.812500 Penalty: 4313.800781
	Iteration 58Q: 3 clusters Score -626552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -626573.687500 Penalty: 4313.800781
	Iteration 59Q: 3 clusters Score -626573.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -626590.625000 Penalty: 4313.800781
	Iteration 60F: 3 clusters Score -626590.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -626603.625000 Penalty: 4313.800781
	Iteration 61Q: 3 clusters Score -626603.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -626621.687500 Penalty: 4313.800781
	Iteration 62Q: 3 clusters Score -626621.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -626641.250000 Penalty: 4313.800781
	Iteration 63Q: 3 clusters Score -626641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -626651.875000 Penalty: 4313.800781
	Iteration 64Q: 3 clusters Score -626651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -626657.375000 Penalty: 4313.800781
	Iteration 65Q: 3 clusters Score -626657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -626662.062500 Penalty: 4313.800781
	Iteration 66Q: 3 clusters Score -626662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -626664.187500 Penalty: 4313.800781
	Iteration 67Q: 3 clusters Score -626664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -626665.375000 Penalty: 4313.800781
	Iteration 68Q: 3 clusters Score -626665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -626669.437500 Penalty: 4313.800781
	Iteration 69Q: 3 clusters Score -626669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -626672.437500 Penalty: 4313.800781
	Iteration 70Q: 3 clusters Score -626672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -626675.687500 Penalty: 4313.800781
	Iteration 71Q: 3 clusters Score -626675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -626675.812500 Penalty: 4313.800781
	Iteration 72Q: 3 clusters Score -626675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -626676.062500 Penalty: 4313.800781
	Iteration 73Q: 3 clusters Score -626676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -626678.500000 Penalty: 4313.800781
	Iteration 74Q: 3 clusters Score -626678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -626679.312500 Penalty: 4313.800781
	Iteration 75Q: 3 clusters Score -626679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -626681.062500 Penalty: 4313.800781
	Iteration 76Q: 3 clusters Score -626681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -626681.062500 Penalty: 4313.800781
	Iteration 77F: 3 clusters Score -626681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -33398.089844 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -33398.09 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 208 members 
Entering Unmasked Estep 
Score: -32021.603516 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -32021.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32328.919922 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -32328.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32458.904297 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -32458.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32549.130859 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -32549.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32620.382812 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -32620.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32678.056641 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -32678.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32722.275391 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -32722.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32722.275391 Penalty: 2985.222168
	Iteration 7F: 3 clusters Score -32722.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -75793.500000 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -75793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74017.445312 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -74017.45 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74319.117188 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -74319.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74422.601562 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -74422.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74464.664062 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -74464.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74504.773438 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -74504.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74538.875000 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -74538.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74570.117188 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -74570.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74613.234375 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -74613.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74678.031250 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -74678.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74813.656250 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -74813.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74895.960938 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -74895.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74931.015625 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -74931.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74961.242188 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -74961.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74980.031250 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -74980.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74998.500000 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -74998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75016.164062 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -75016.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75033.945312 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -75033.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75046.773438 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -75046.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75061.171875 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -75061.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75079.609375 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -75079.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75090.429688 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -75090.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75117.539062 Penalty: 3327.814941
	Iteration 21Q: 3 clusters Score -75117.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75151.156250 Penalty: 3327.814941
	Iteration 22Q: 3 clusters Score -75151.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75198.578125 Penalty: 3327.814941
	Iteration 23Q: 3 clusters Score -75198.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75254.882812 Penalty: 3327.814941
	Iteration 24Q: 3 clusters Score -75254.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75279.296875 Penalty: 3327.814941
	Iteration 25Q: 3 clusters Score -75279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75292.328125 Penalty: 3327.814941
	Iteration 26Q: 3 clusters Score -75292.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75305.437500 Penalty: 3327.814941
	Iteration 27Q: 3 clusters Score -75305.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75318.718750 Penalty: 3327.814941
	Iteration 28Q: 3 clusters Score -75318.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75344.992188 Penalty: 3327.814941
	Iteration 29Q: 3 clusters Score -75344.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75372.562500 Penalty: 3327.814941
	Iteration 30Q: 3 clusters Score -75372.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75386.882812 Penalty: 3327.814941
	Iteration 31Q: 3 clusters Score -75386.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75427.812500 Penalty: 3327.814941
	Iteration 32Q: 3 clusters Score -75427.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75437.703125 Penalty: 3327.814941
	Iteration 33Q: 3 clusters Score -75437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75450.632812 Penalty: 3327.814941
	Iteration 34Q: 3 clusters Score -75450.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75454.898438 Penalty: 3327.814941
	Iteration 35Q: 3 clusters Score -75454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75456.335938 Penalty: 3327.814941
	Iteration 36Q: 3 clusters Score -75456.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75456.335938 Penalty: 3327.814941
	Iteration 37F: 3 clusters Score -75456.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Entering Unmasked Estep 
Score: -3721984.500000 Penalty: 2591.101318
	Iteration 0F: 2 clusters Score -3721984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3698472.750000 Penalty: 5182.202637
	Iteration 0F: 3 clusters Score -3698473 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3707406.250000 Penalty: 5182.202637
	Iteration 1F: 3 clusters Score -3707406 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3708233.750000 Penalty: 5182.202637
	Iteration 2F: 3 clusters Score -3708234 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3709108.000000 Penalty: 5182.202637
	Iteration 3F: 3 clusters Score -3709108 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3710085.750000 Penalty: 5182.202637
	Iteration 4F: 3 clusters Score -3710086 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3711234.750000 Penalty: 5182.202637
	Iteration 5F: 3 clusters Score -3711235 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3712505.750000 Penalty: 5182.202637
	Iteration 6F: 3 clusters Score -3712506 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3713711.000000 Penalty: 5182.202637
	Iteration 7F: 3 clusters Score -3713711 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3714766.250000 Penalty: 5182.202637
	Iteration 8F: 3 clusters Score -3714766 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3715508.250000 Penalty: 5182.202637
	Iteration 9Q: 3 clusters Score -3715508 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3715982.000000 Penalty: 5182.202637
	Iteration 10Q: 3 clusters Score -3715982 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3716255.000000 Penalty: 5182.202637
	Iteration 11Q: 3 clusters Score -3716255 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3716387.750000 Penalty: 5182.202637
	Iteration 12Q: 3 clusters Score -3716388 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3716463.750000 Penalty: 5182.202637
	Iteration 13Q: 3 clusters Score -3716464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3716520.000000 Penalty: 5182.202637
	Iteration 14Q: 3 clusters Score -3716520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3716536.500000 Penalty: 5182.202637
	Iteration 15Q: 3 clusters Score -3716536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3716562.000000 Penalty: 5182.202637
	Iteration 16Q: 3 clusters Score -3716562 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3716584.500000 Penalty: 5182.202637
	Iteration 17Q: 3 clusters Score -3716584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3716585.750000 Penalty: 5182.202637
	Iteration 18Q: 3 clusters Score -3716586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3716612.250000 Penalty: 5182.202637
	Iteration 19Q: 3 clusters Score -3716612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3716619.250000 Penalty: 5182.202637
	Iteration 20F: 3 clusters Score -3716619 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3716634.000000 Penalty: 5182.202637
	Iteration 21Q: 3 clusters Score -3716634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3716637.750000 Penalty: 5182.202637
	Iteration 22Q: 3 clusters Score -3716638 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3716642.000000 Penalty: 5182.202637
	Iteration 23Q: 3 clusters Score -3716642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3716649.000000 Penalty: 5182.202637
	Iteration 24Q: 3 clusters Score -3716649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3716650.500000 Penalty: 5182.202637
	Iteration 25Q: 3 clusters Score -3716650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3716677.250000 Penalty: 5182.202637
	Iteration 26Q: 3 clusters Score -3716677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3716674.000000 Penalty: 5182.202637
	Iteration 27Q: 3 clusters Score -3716674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3716683.500000 Penalty: 5182.202637
	Iteration 28Q: 3 clusters Score -3716684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3716694.750000 Penalty: 5182.202637
	Iteration 29Q: 3 clusters Score -3716695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3716701.000000 Penalty: 5182.202637
	Iteration 30Q: 3 clusters Score -3716701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3716704.500000 Penalty: 5182.202637
	Iteration 31Q: 3 clusters Score -3716704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3716714.000000 Penalty: 5182.202637
	Iteration 32Q: 3 clusters Score -3716714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3716717.750000 Penalty: 5182.202637
	Iteration 33Q: 3 clusters Score -3716718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3716720.750000 Penalty: 5182.202637
	Iteration 34Q: 3 clusters Score -3716721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3716722.000000 Penalty: 5182.202637
	Iteration 35Q: 3 clusters Score -3716722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3716720.750000 Penalty: 5182.202637
	Iteration 36Q: 3 clusters Score -3716721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3716722.750000 Penalty: 5182.202637
	Iteration 37Q: 3 clusters Score -3716723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3716723.250000 Penalty: 5182.202637
	Iteration 38Q: 3 clusters Score -3716723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3716732.250000 Penalty: 5182.202637
	Iteration 39Q: 3 clusters Score -3716732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3716719.250000 Penalty: 5182.202637
	Iteration 40F: 3 clusters Score -3716719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3716724.250000 Penalty: 5182.202637
	Iteration 41Q: 3 clusters Score -3716724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3716731.000000 Penalty: 5182.202637
	Iteration 42Q: 3 clusters Score -3716731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3716734.000000 Penalty: 5182.202637
	Iteration 43Q: 3 clusters Score -3716734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3716744.500000 Penalty: 5182.202637
	Iteration 44Q: 3 clusters Score -3716744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3716751.500000 Penalty: 5182.202637
	Iteration 45Q: 3 clusters Score -3716752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3716759.500000 Penalty: 5182.202637
	Iteration 46Q: 3 clusters Score -3716760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3716759.750000 Penalty: 5182.202637
	Iteration 47Q: 3 clusters Score -3716760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3716768.750000 Penalty: 5182.202637
	Iteration 48Q: 3 clusters Score -3716769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3716787.750000 Penalty: 5182.202637
	Iteration 49Q: 3 clusters Score -3716788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3716791.000000 Penalty: 5182.202637
	Iteration 50Q: 3 clusters Score -3716791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3716800.500000 Penalty: 5182.202637
	Iteration 51Q: 3 clusters Score -3716800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3716805.750000 Penalty: 5182.202637
	Iteration 52Q: 3 clusters Score -3716806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3716804.000000 Penalty: 5182.202637
	Iteration 53Q: 3 clusters Score -3716804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3716815.000000 Penalty: 5182.202637
	Iteration 54Q: 3 clusters Score -3716815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3716815.750000 Penalty: 5182.202637
	Iteration 55Q: 3 clusters Score -3716816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3716828.250000 Penalty: 5182.202637
	Iteration 56Q: 3 clusters Score -3716828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3716836.250000 Penalty: 5182.202637
	Iteration 57Q: 3 clusters Score -3716836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3716836.750000 Penalty: 5182.202637
	Iteration 58Q: 3 clusters Score -3716837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3716837.500000 Penalty: 5182.202637
	Iteration 59Q: 3 clusters Score -3716838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3716836.500000 Penalty: 5182.202637
	Iteration 60F: 3 clusters Score -3716836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3716849.750000 Penalty: 5182.202637
	Iteration 61Q: 3 clusters Score -3716850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3716849.000000 Penalty: 5182.202637
	Iteration 62Q: 3 clusters Score -3716849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3716856.500000 Penalty: 5182.202637
	Iteration 63Q: 3 clusters Score -3716856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3716855.250000 Penalty: 5182.202637
	Iteration 64Q: 3 clusters Score -3716855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3716860.750000 Penalty: 5182.202637
	Iteration 65Q: 3 clusters Score -3716861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3716873.000000 Penalty: 5182.202637
	Iteration 66Q: 3 clusters Score -3716873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3716873.750000 Penalty: 5182.202637
	Iteration 67Q: 3 clusters Score -3716874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3716890.750000 Penalty: 5182.202637
	Iteration 68Q: 3 clusters Score -3716891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3716903.500000 Penalty: 5182.202637
	Iteration 69Q: 3 clusters Score -3716904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3716910.750000 Penalty: 5182.202637
	Iteration 70Q: 3 clusters Score -3716911 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3716912.750000 Penalty: 5182.202637
	Iteration 71Q: 3 clusters Score -3716913 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3716929.500000 Penalty: 5182.202637
	Iteration 72Q: 3 clusters Score -3716930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3716972.750000 Penalty: 5182.202637
	Iteration 73Q: 3 clusters Score -3716973 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3717012.500000 Penalty: 5182.202637
	Iteration 74Q: 3 clusters Score -3717012 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3717071.500000 Penalty: 5182.202637
	Iteration 75Q: 3 clusters Score -3717072 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3717157.000000 Penalty: 5182.202637
	Iteration 76Q: 3 clusters Score -3717157 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3717237.500000 Penalty: 5182.202637
	Iteration 77Q: 3 clusters Score -3717238 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3717324.000000 Penalty: 5182.202637
	Iteration 78Q: 3 clusters Score -3717324 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3717409.750000 Penalty: 5182.202637
	Iteration 79Q: 3 clusters Score -3717410 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3717478.250000 Penalty: 5182.202637
	Iteration 80F: 3 clusters Score -3717478 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3717563.000000 Penalty: 5182.202637
	Iteration 81Q: 3 clusters Score -3717563 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3717619.500000 Penalty: 5182.202637
	Iteration 82Q: 3 clusters Score -3717620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3717669.500000 Penalty: 5182.202637
	Iteration 83Q: 3 clusters Score -3717670 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3717728.750000 Penalty: 5182.202637
	Iteration 84Q: 3 clusters Score -3717729 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3717800.500000 Penalty: 5182.202637
	Iteration 85Q: 3 clusters Score -3717800 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3717861.750000 Penalty: 5182.202637
	Iteration 86Q: 3 clusters Score -3717862 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3717920.000000 Penalty: 5182.202637
	Iteration 87Q: 3 clusters Score -3717920 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3717960.750000 Penalty: 5182.202637
	Iteration 88Q: 3 clusters Score -3717961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3718008.750000 Penalty: 5182.202637
	Iteration 89Q: 3 clusters Score -3718009 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3718054.250000 Penalty: 5182.202637
	Iteration 90Q: 3 clusters Score -3718054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3718095.000000 Penalty: 5182.202637
	Iteration 91Q: 3 clusters Score -3718095 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3718159.500000 Penalty: 5182.202637
	Iteration 92Q: 3 clusters Score -3718160 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3718188.250000 Penalty: 5182.202637
	Iteration 93Q: 3 clusters Score -3718188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3718231.000000 Penalty: 5182.202637
	Iteration 94Q: 3 clusters Score -3718231 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3718288.000000 Penalty: 5182.202637
	Iteration 95Q: 3 clusters Score -3718288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3718319.750000 Penalty: 5182.202637
	Iteration 96Q: 3 clusters Score -3718320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3718362.000000 Penalty: 5182.202637
	Iteration 97Q: 3 clusters Score -3718362 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3718414.500000 Penalty: 5182.202637
	Iteration 98Q: 3 clusters Score -3718414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3718477.500000 Penalty: 5182.202637
	Iteration 99Q: 3 clusters Score -3718478 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3718520.000000 Penalty: 5182.202637
	Iteration 100F: 3 clusters Score -3718520 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3718582.750000 Penalty: 5182.202637
	Iteration 101Q: 3 clusters Score -3718583 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3718643.250000 Penalty: 5182.202637
	Iteration 102Q: 3 clusters Score -3718643 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3718708.500000 Penalty: 5182.202637
	Iteration 103Q: 3 clusters Score -3718708 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3718760.500000 Penalty: 5182.202637
	Iteration 104Q: 3 clusters Score -3718760 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3718809.500000 Penalty: 5182.202637
	Iteration 105Q: 3 clusters Score -3718810 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3718880.500000 Penalty: 5182.202637
	Iteration 106Q: 3 clusters Score -3718880 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3718950.000000 Penalty: 5182.202637
	Iteration 107Q: 3 clusters Score -3718950 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3719023.750000 Penalty: 5182.202637
	Iteration 108Q: 3 clusters Score -3719024 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3719084.250000 Penalty: 5182.202637
	Iteration 109Q: 3 clusters Score -3719084 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3719167.250000 Penalty: 5182.202637
	Iteration 110Q: 3 clusters Score -3719167 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3719193.250000 Penalty: 5182.202637
	Iteration 111Q: 3 clusters Score -3719193 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3719227.250000 Penalty: 5182.202637
	Iteration 112Q: 3 clusters Score -3719227 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3719277.500000 Penalty: 5182.202637
	Iteration 113Q: 3 clusters Score -3719278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3719329.750000 Penalty: 5182.202637
	Iteration 114Q: 3 clusters Score -3719330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3719349.000000 Penalty: 5182.202637
	Iteration 115Q: 3 clusters Score -3719349 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3719379.500000 Penalty: 5182.202637
	Iteration 116Q: 3 clusters Score -3719380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3719427.500000 Penalty: 5182.202637
	Iteration 117Q: 3 clusters Score -3719428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3719454.500000 Penalty: 5182.202637
	Iteration 118Q: 3 clusters Score -3719454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3719490.000000 Penalty: 5182.202637
	Iteration 119Q: 3 clusters Score -3719490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3719517.500000 Penalty: 5182.202637
	Iteration 120F: 3 clusters Score -3719518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3719540.000000 Penalty: 5182.202637
	Iteration 121Q: 3 clusters Score -3719540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3719564.000000 Penalty: 5182.202637
	Iteration 122Q: 3 clusters Score -3719564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3719589.500000 Penalty: 5182.202637
	Iteration 123Q: 3 clusters Score -3719590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3719602.750000 Penalty: 5182.202637
	Iteration 124Q: 3 clusters Score -3719603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3719632.000000 Penalty: 5182.202637
	Iteration 125Q: 3 clusters Score -3719632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3719653.750000 Penalty: 5182.202637
	Iteration 126Q: 3 clusters Score -3719654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3719665.750000 Penalty: 5182.202637
	Iteration 127Q: 3 clusters Score -3719666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3719693.500000 Penalty: 5182.202637
	Iteration 128Q: 3 clusters Score -3719694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3719729.750000 Penalty: 5182.202637
	Iteration 129Q: 3 clusters Score -3719730 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3719740.750000 Penalty: 5182.202637
	Iteration 130Q: 3 clusters Score -3719741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3719761.750000 Penalty: 5182.202637
	Iteration 131Q: 3 clusters Score -3719762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3719776.000000 Penalty: 5182.202637
	Iteration 132Q: 3 clusters Score -3719776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3719795.750000 Penalty: 5182.202637
	Iteration 133Q: 3 clusters Score -3719796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3719815.000000 Penalty: 5182.202637
	Iteration 134Q: 3 clusters Score -3719815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3719843.750000 Penalty: 5182.202637
	Iteration 135Q: 3 clusters Score -3719844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3719852.750000 Penalty: 5182.202637
	Iteration 136Q: 3 clusters Score -3719853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3719871.000000 Penalty: 5182.202637
	Iteration 137Q: 3 clusters Score -3719871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3719892.750000 Penalty: 5182.202637
	Iteration 138Q: 3 clusters Score -3719893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3719911.500000 Penalty: 5182.202637
	Iteration 139Q: 3 clusters Score -3719912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3719925.750000 Penalty: 5182.202637
	Iteration 140F: 3 clusters Score -3719926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3719925.750000 Penalty: 5182.202637
	Iteration 141Q: 3 clusters Score -3719926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3719929.000000 Penalty: 5182.202637
	Iteration 142Q: 3 clusters Score -3719929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3719930.500000 Penalty: 5182.202637
	Iteration 143Q: 3 clusters Score -3719930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3719937.000000 Penalty: 5182.202637
	Iteration 144Q: 3 clusters Score -3719937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3719933.500000 Penalty: 5182.202637
	Iteration 145Q: 3 clusters Score -3719934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3719939.750000 Penalty: 5182.202637
	Iteration 146Q: 3 clusters Score -3719940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3719948.750000 Penalty: 5182.202637
	Iteration 147Q: 3 clusters Score -3719949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3719947.750000 Penalty: 5182.202637
	Iteration 148Q: 3 clusters Score -3719948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3719959.250000 Penalty: 5182.202637
	Iteration 149Q: 3 clusters Score -3719959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3719970.000000 Penalty: 5182.202637
	Iteration 150Q: 3 clusters Score -3719970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3719975.250000 Penalty: 5182.202637
	Iteration 151Q: 3 clusters Score -3719975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3719977.000000 Penalty: 5182.202637
	Iteration 152Q: 3 clusters Score -3719977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3719983.250000 Penalty: 5182.202637
	Iteration 153Q: 3 clusters Score -3719983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3719987.250000 Penalty: 5182.202637
	Iteration 154Q: 3 clusters Score -3719987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3719990.750000 Penalty: 5182.202637
	Iteration 155Q: 3 clusters Score -3719991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3719996.250000 Penalty: 5182.202637
	Iteration 156Q: 3 clusters Score -3719996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3719989.750000 Penalty: 5182.202637
	Iteration 157Q: 3 clusters Score -3719990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3719992.750000 Penalty: 5182.202637
	Iteration 158Q: 3 clusters Score -3719993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3719990.250000 Penalty: 5182.202637
	Iteration 159Q: 3 clusters Score -3719990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3720004.750000 Penalty: 5182.202637
	Iteration 160F: 3 clusters Score -3720005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3720003.000000 Penalty: 5182.202637
	Iteration 161Q: 3 clusters Score -3720003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3720001.500000 Penalty: 5182.202637
	Iteration 162Q: 3 clusters Score -3720002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3720006.500000 Penalty: 5182.202637
	Iteration 163Q: 3 clusters Score -3720006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3720000.750000 Penalty: 5182.202637
	Iteration 164Q: 3 clusters Score -3720001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3719999.750000 Penalty: 5182.202637
	Iteration 165Q: 3 clusters Score -3720000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3719995.750000 Penalty: 5182.202637
	Iteration 166Q: 3 clusters Score -3719996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3720001.500000 Penalty: 5182.202637
	Iteration 167Q: 3 clusters Score -3720002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3719999.500000 Penalty: 5182.202637
	Iteration 168Q: 3 clusters Score -3720000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3720011.000000 Penalty: 5182.202637
	Iteration 169Q: 3 clusters Score -3720011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3720014.500000 Penalty: 5182.202637
	Iteration 170Q: 3 clusters Score -3720014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3720015.000000 Penalty: 5182.202637
	Iteration 171Q: 3 clusters Score -3720015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3720022.250000 Penalty: 5182.202637
	Iteration 172Q: 3 clusters Score -3720022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3720018.500000 Penalty: 5182.202637
	Iteration 173Q: 3 clusters Score -3720018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3720025.250000 Penalty: 5182.202637
	Iteration 174Q: 3 clusters Score -3720025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3720039.000000 Penalty: 5182.202637
	Iteration 175Q: 3 clusters Score -3720039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3720042.750000 Penalty: 5182.202637
	Iteration 176Q: 3 clusters Score -3720043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3720036.500000 Penalty: 5182.202637
	Iteration 177Q: 3 clusters Score -3720036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3720039.250000 Penalty: 5182.202637
	Iteration 178Q: 3 clusters Score -3720039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3720041.500000 Penalty: 5182.202637
	Iteration 179Q: 3 clusters Score -3720042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3720042.000000 Penalty: 5182.202637
	Iteration 180F: 3 clusters Score -3720042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3720046.250000 Penalty: 5182.202637
	Iteration 181Q: 3 clusters Score -3720046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3720047.750000 Penalty: 5182.202637
	Iteration 182Q: 3 clusters Score -3720048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3720057.500000 Penalty: 5182.202637
	Iteration 183Q: 3 clusters Score -3720058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3720070.750000 Penalty: 5182.202637
	Iteration 184Q: 3 clusters Score -3720071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3720068.500000 Penalty: 5182.202637
	Iteration 185Q: 3 clusters Score -3720068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3720072.500000 Penalty: 5182.202637
	Iteration 186Q: 3 clusters Score -3720072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3720080.000000 Penalty: 5182.202637
	Iteration 187Q: 3 clusters Score -3720080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3720083.750000 Penalty: 5182.202637
	Iteration 188Q: 3 clusters Score -3720084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3720084.500000 Penalty: 5182.202637
	Iteration 189Q: 3 clusters Score -3720084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3720083.250000 Penalty: 5182.202637
	Iteration 190Q: 3 clusters Score -3720083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3720083.500000 Penalty: 5182.202637
	Iteration 191Q: 3 clusters Score -3720084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3720088.000000 Penalty: 5182.202637
	Iteration 192Q: 3 clusters Score -3720088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3720088.000000 Penalty: 5182.202637
	Iteration 193Q: 3 clusters Score -3720088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3720086.500000 Penalty: 5182.202637
	Iteration 194Q: 3 clusters Score -3720086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3720082.500000 Penalty: 5182.202637
	Iteration 195Q: 3 clusters Score -3720082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3720084.250000 Penalty: 5182.202637
	Iteration 196Q: 3 clusters Score -3720084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3720079.000000 Penalty: 5182.202637
	Iteration 197Q: 3 clusters Score -3720079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3720077.250000 Penalty: 5182.202637
	Iteration 198Q: 3 clusters Score -3720077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3720080.000000 Penalty: 5182.202637
	Iteration 199Q: 3 clusters Score -3720080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3720079.750000 Penalty: 5182.202637
	Iteration 200F: 3 clusters Score -3720080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3720087.250000 Penalty: 5182.202637
	Iteration 201Q: 3 clusters Score -3720087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3720083.250000 Penalty: 5182.202637
	Iteration 202Q: 3 clusters Score -3720083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3720083.750000 Penalty: 5182.202637
	Iteration 203Q: 3 clusters Score -3720084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3720083.750000 Penalty: 5182.202637
	Iteration 204F: 3 clusters Score -3720084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -663361.062500 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -663361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -657803.625000 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -657803.6 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -659292.437500 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -659292.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -659739.062500 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -659739.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -660152.687500 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -660152.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -660503.375000 Penalty: 4365.454102
	Iteration 4F: 3 clusters Score -660503.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -660842.500000 Penalty: 4365.454102
	Iteration 5F: 3 clusters Score -660842.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -661149.312500 Penalty: 4365.454102
	Iteration 6F: 3 clusters Score -661149.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -661383.062500 Penalty: 4365.454102
	Iteration 7F: 3 clusters Score -661383.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -661564.562500 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -661564.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -661694.937500 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -661694.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -661777.812500 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -661777.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -661831.062500 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -661831.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -661872.500000 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -661872.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -661897.750000 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -661897.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -661922.250000 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -661922.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -661942.562500 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -661942.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -661966.437500 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -661966.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -661989.625000 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -661989.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -662012.437500 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -662012.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -662034.062500 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -662034.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -662045.000000 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -662045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -662052.625000 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -662052.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -662059.625000 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -662059.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -662067.500000 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -662067.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -662074.000000 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -662074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -662079.250000 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -662079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -662083.625000 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -662083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -662085.312500 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -662085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -662087.875000 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -662087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -662089.062500 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -662089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -662090.625000 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -662090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -662094.062500 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -662094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -662096.500000 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -662096.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -662099.437500 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -662099.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -662100.312500 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -662100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -662105.562500 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -662105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -662110.750000 Penalty: 4365.454102
	Iteration 36Q: 3 clusters Score -662110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -662113.812500 Penalty: 4365.454102
	Iteration 37Q: 3 clusters Score -662113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -662116.625000 Penalty: 4365.454102
	Iteration 38Q: 3 clusters Score -662116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -662118.250000 Penalty: 4365.454102
	Iteration 39Q: 3 clusters Score -662118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -662121.937500 Penalty: 4365.454102
	Iteration 40F: 3 clusters Score -662121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -662125.875000 Penalty: 4365.454102
	Iteration 41Q: 3 clusters Score -662125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -662127.750000 Penalty: 4365.454102
	Iteration 42Q: 3 clusters Score -662127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -662126.937500 Penalty: 4365.454102
	Iteration 43Q: 3 clusters Score -662126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -662126.937500 Penalty: 4365.454102
	Iteration 44F: 3 clusters Score -662126.9 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: -2987216.500000 Penalty: 2562.558594
	Iteration 0F: 2 clusters Score -2987216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2966464.500000 Penalty: 5125.117188
	Iteration 0F: 3 clusters Score -2966464 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2974051.250000 Penalty: 5125.117188
	Iteration 1F: 3 clusters Score -2974051 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2974976.250000 Penalty: 5125.117188
	Iteration 2F: 3 clusters Score -2974976 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2975917.250000 Penalty: 5125.117188
	Iteration 3F: 3 clusters Score -2975917 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2977006.250000 Penalty: 5125.117188
	Iteration 4F: 3 clusters Score -2977006 nChanged 1798
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: -2978104.750000 Penalty: 5125.117188
	Iteration 5F: 3 clusters Score -2978105 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2979256.750000 Penalty: 5125.117188
	Iteration 6F: 3 clusters Score -2979257 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2980401.750000 Penalty: 5125.117188
	Iteration 7F: 3 clusters Score -2980402 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2981399.250000 Penalty: 5125.117188
	Iteration 8Q: 3 clusters Score -2981399 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2982235.250000 Penalty: 5125.117188
	Iteration 9Q: 3 clusters Score -2982235 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2982840.250000 Penalty: 5125.117188
	Iteration 10Q: 3 clusters Score -2982840 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2983333.500000 Penalty: 5125.117188
	Iteration 11Q: 3 clusters Score -2983334 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2983736.500000 Penalty: 5125.117188
	Iteration 12Q: 3 clusters Score -2983736 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -2984031.500000 Penalty: 5125.117188
	Iteration 13Q: 3 clusters Score -2984032 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2984331.750000 Penalty: 5125.117188
	Iteration 14Q: 3 clusters Score -2984332 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -2984602.500000 Penalty: 5125.117188
	Iteration 15Q: 3 clusters Score -2984602 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2984816.750000 Penalty: 5125.117188
	Iteration 16Q: 3 clusters Score -2984817 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2985007.000000 Penalty: 5125.117188
	Iteration 17Q: 3 clusters Score -2985007 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -2985157.000000 Penalty: 5125.117188
	Iteration 18Q: 3 clusters Score -2985157 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -2985249.750000 Penalty: 5125.117188
	Iteration 19Q: 3 clusters Score -2985250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2985325.500000 Penalty: 5125.117188
	Iteration 20F: 3 clusters Score -2985326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -2985366.500000 Penalty: 5125.117188
	Iteration 21Q: 3 clusters Score -2985366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -2985401.500000 Penalty: 5125.117188
	Iteration 22Q: 3 clusters Score -2985402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2985416.000000 Penalty: 5125.117188
	Iteration 23Q: 3 clusters Score -2985416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2985431.000000 Penalty: 5125.117188
	Iteration 24Q: 3 clusters Score -2985431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2985439.000000 Penalty: 5125.117188
	Iteration 25Q: 3 clusters Score -2985439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -2985451.750000 Penalty: 5125.117188
	Iteration 26Q: 3 clusters Score -2985452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2985465.250000 Penalty: 5125.117188
	Iteration 27Q: 3 clusters Score -2985465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -2985478.250000 Penalty: 5125.117188
	Iteration 28Q: 3 clusters Score -2985478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -2985499.750000 Penalty: 5125.117188
	Iteration 29Q: 3 clusters Score -2985500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -2985497.500000 Penalty: 5125.117188
	Iteration 30Q: 3 clusters Score -2985498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -2985504.500000 Penalty: 5125.117188
	Iteration 31Q: 3 clusters Score -2985504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -2985514.500000 Penalty: 5125.117188
	Iteration 32Q: 3 clusters Score -2985514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -2985519.750000 Penalty: 5125.117188
	Iteration 33Q: 3 clusters Score -2985520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -2985525.250000 Penalty: 5125.117188
	Iteration 34Q: 3 clusters Score -2985525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -2985529.750000 Penalty: 5125.117188
	Iteration 35Q: 3 clusters Score -2985530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2985532.250000 Penalty: 5125.117188
	Iteration 36Q: 3 clusters Score -2985532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -2985534.250000 Penalty: 5125.117188
	Iteration 37Q: 3 clusters Score -2985534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -2985534.750000 Penalty: 5125.117188
	Iteration 38Q: 3 clusters Score -2985535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -2985540.000000 Penalty: 5125.117188
	Iteration 39Q: 3 clusters Score -2985540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -2985541.250000 Penalty: 5125.117188
	Iteration 40F: 3 clusters Score -2985541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2985545.500000 Penalty: 5125.117188
	Iteration 41Q: 3 clusters Score -2985546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2985548.250000 Penalty: 5125.117188
	Iteration 42Q: 3 clusters Score -2985548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -2985548.250000 Penalty: 5125.117188
	Iteration 43Q: 3 clusters Score -2985548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -2985547.500000 Penalty: 5125.117188
	Iteration 44Q: 3 clusters Score -2985548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -2985549.000000 Penalty: 5125.117188
	Iteration 45Q: 3 clusters Score -2985549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2985550.500000 Penalty: 5125.117188
	Iteration 46Q: 3 clusters Score -2985550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2985550.750000 Penalty: 5125.117188
	Iteration 47Q: 3 clusters Score -2985551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2985550.750000 Penalty: 5125.117188
	Iteration 48F: 3 clusters Score -2985551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126507 members 
Entering Unmasked Estep 
Score: -13522437.000000 Penalty: 2913.517090
	Iteration 0F: 2 clusters Score -1.352244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -13437674.000000 Penalty: 5827.034180
	Iteration 0F: 3 clusters Score -1.343767e+07 nChanged 60321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -13472112.000000 Penalty: 5827.034180
	Iteration 1F: 3 clusters Score -1.347211e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -13472935.000000 Penalty: 5827.034180
	Iteration 2Q: 3 clusters Score -1.347294e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -13473869.000000 Penalty: 5827.034180
	Iteration 3Q: 3 clusters Score -1.347387e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -13475136.000000 Penalty: 5827.034180
	Iteration 4Q: 3 clusters Score -1.347514e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -13477020.000000 Penalty: 5827.034180
	Iteration 5Q: 3 clusters Score -1.347702e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -13480030.000000 Penalty: 5827.034180
	Iteration 6Q: 3 clusters Score -1.348003e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -13484743.000000 Penalty: 5827.034180
	Iteration 7F: 3 clusters Score -1.348474e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -13491396.000000 Penalty: 5827.034180
	Iteration 8F: 3 clusters Score -1.34914e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -13498484.000000 Penalty: 5827.034180
	Iteration 9F: 3 clusters Score -1.349848e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -13503992.000000 Penalty: 5827.034180
	Iteration 10F: 3 clusters Score -1.350399e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -13507498.000000 Penalty: 5827.034180
	Iteration 11Q: 3 clusters Score -1.35075e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -13509393.000000 Penalty: 5827.034180
	Iteration 12Q: 3 clusters Score -1.350939e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -13510816.000000 Penalty: 5827.034180
	Iteration 13Q: 3 clusters Score -1.351082e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -13511990.000000 Penalty: 5827.034180
	Iteration 14Q: 3 clusters Score -1.351199e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -13513068.000000 Penalty: 5827.034180
	Iteration 15Q: 3 clusters Score -1.351307e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 114945 members 
Entering Unmasked Estep 
Score: -13514144.000000 Penalty: 5827.034180
	Iteration 16Q: 3 clusters Score -1.351414e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -13515066.000000 Penalty: 5827.034180
	Iteration 17Q: 3 clusters Score -1.351507e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -13515935.000000 Penalty: 5827.034180
	Iteration 18Q: 3 clusters Score -1.351594e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -13516725.000000 Penalty: 5827.034180
	Iteration 19Q: 3 clusters Score -1.351672e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -13517365.000000 Penalty: 5827.034180
	Iteration 20F: 3 clusters Score -1.351736e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -13517908.000000 Penalty: 5827.034180
	Iteration 21Q: 3 clusters Score -1.351791e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -13518375.000000 Penalty: 5827.034180
	Iteration 22Q: 3 clusters Score -1.351838e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -13518766.000000 Penalty: 5827.034180
	Iteration 23Q: 3 clusters Score -1.351877e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 124181 members 
Entering Unmasked Estep 
Score: -13519127.000000 Penalty: 5827.034180
	Iteration 24Q: 3 clusters Score -1.351913e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 124550 members 
Entering Unmasked Estep 
Score: -13519284.000000 Penalty: 5827.034180
	Iteration 25Q: 3 clusters Score -1.351928e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -13519442.000000 Penalty: 5827.034180
	Iteration 26Q: 3 clusters Score -1.351944e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -13519571.000000 Penalty: 5827.034180
	Iteration 27Q: 3 clusters Score -1.351957e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -13519654.000000 Penalty: 5827.034180
	Iteration 28Q: 3 clusters Score -1.351965e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 125340 members 
Entering Unmasked Estep 
Score: -13519716.000000 Penalty: 5827.034180
	Iteration 29Q: 3 clusters Score -1.351972e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -13519780.000000 Penalty: 5827.034180
	Iteration 30Q: 3 clusters Score -1.351978e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -13519807.000000 Penalty: 5827.034180
	Iteration 31Q: 3 clusters Score -1.351981e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -13519852.000000 Penalty: 5827.034180
	Iteration 32Q: 3 clusters Score -1.351985e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 125612 members 
Entering Unmasked Estep 
Score: -13519876.000000 Penalty: 5827.034180
	Iteration 33Q: 3 clusters Score -1.351988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 125648 members 
Entering Unmasked Estep 
Score: -13519906.000000 Penalty: 5827.034180
	Iteration 34Q: 3 clusters Score -1.351991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 125664 members 
Entering Unmasked Estep 
Score: -13519910.000000 Penalty: 5827.034180
	Iteration 35Q: 3 clusters Score -1.351991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -13519915.000000 Penalty: 5827.034180
	Iteration 36Q: 3 clusters Score -1.351992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -13519936.000000 Penalty: 5827.034180
	Iteration 37Q: 3 clusters Score -1.351994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -13519950.000000 Penalty: 5827.034180
	Iteration 38Q: 3 clusters Score -1.351995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -13519959.000000 Penalty: 5827.034180
	Iteration 39Q: 3 clusters Score -1.351996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -13519966.000000 Penalty: 5827.034180
	Iteration 40F: 3 clusters Score -1.351997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -13519972.000000 Penalty: 5827.034180
	Iteration 41Q: 3 clusters Score -1.351997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -13519996.000000 Penalty: 5827.034180
	Iteration 42Q: 3 clusters Score -1.352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -13519983.000000 Penalty: 5827.034180
	Iteration 43Q: 3 clusters Score -1.351998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -13519985.000000 Penalty: 5827.034180
	Iteration 44Q: 3 clusters Score -1.351998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 125819 members 
Entering Unmasked Estep 
Score: -13520003.000000 Penalty: 5827.034180
	Iteration 45Q: 3 clusters Score -1.352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -13520002.000000 Penalty: 5827.034180
	Iteration 46Q: 3 clusters Score -1.352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -13519996.000000 Penalty: 5827.034180
	Iteration 47Q: 3 clusters Score -1.352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 125834 members 
Entering Unmasked Estep 
Score: -13520011.000000 Penalty: 5827.034180
	Iteration 48Q: 3 clusters Score -1.352001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -13520007.000000 Penalty: 5827.034180
	Iteration 49Q: 3 clusters Score -1.352001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -13520011.000000 Penalty: 5827.034180
	Iteration 50Q: 3 clusters Score -1.352001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -13520013.000000 Penalty: 5827.034180
	Iteration 51Q: 3 clusters Score -1.352001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -13520016.000000 Penalty: 5827.034180
	Iteration 52Q: 3 clusters Score -1.352002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -13520016.000000 Penalty: 5827.034180
	Iteration 53Q: 3 clusters Score -1.352002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 125843 members 
Entering Unmasked Estep 
Score: -13520006.000000 Penalty: 5827.034180
	Iteration 54Q: 3 clusters Score -1.352001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -13520009.000000 Penalty: 5827.034180
	Iteration 55Q: 3 clusters Score -1.352001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -13520009.000000 Penalty: 5827.034180
	Iteration 56F: 3 clusters Score -1.352001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -293482.843750 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -293482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290032.812500 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -290032.8 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -290795.593750 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -290795.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -290975.593750 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -290975.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -291091.718750 Penalty: 4023.069824
	Iteration 3F: 3 clusters Score -291091.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -291178.250000 Penalty: 4023.069824
	Iteration 4Q: 3 clusters Score -291178.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -291250.250000 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -291250.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -291304.625000 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -291304.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -291345.687500 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -291345.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -291385.187500 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -291385.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -291419.843750 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -291419.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -291451.687500 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -291451.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -291483.187500 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -291483.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -291514.281250 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -291514.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -291530.812500 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -291530.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -291545.437500 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -291545.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -291559.281250 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -291559.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -291571.625000 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -291571.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -291579.562500 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -291579.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -291588.000000 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -291588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -291594.656250 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -291594.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291600.312500 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -291600.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -291606.218750 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -291606.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -291611.312500 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -291611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -291613.250000 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -291613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -291617.562500 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -291617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -291618.968750 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -291619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -291620.937500 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -291620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -291622.218750 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -291622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -291625.500000 Penalty: 4023.069824
	Iteration 28Q: 3 clusters Score -291625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -291626.875000 Penalty: 4023.069824
	Iteration 29Q: 3 clusters Score -291626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -291627.656250 Penalty: 4023.069824
	Iteration 30Q: 3 clusters Score -291627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -291629.093750 Penalty: 4023.069824
	Iteration 31Q: 3 clusters Score -291629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -291630.218750 Penalty: 4023.069824
	Iteration 32Q: 3 clusters Score -291630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -291630.281250 Penalty: 4023.069824
	Iteration 33Q: 3 clusters Score -291630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -291631.437500 Penalty: 4023.069824
	Iteration 34Q: 3 clusters Score -291631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -291632.781250 Penalty: 4023.069824
	Iteration 35Q: 3 clusters Score -291632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -291634.250000 Penalty: 4023.069824
	Iteration 36Q: 3 clusters Score -291634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -291636.812500 Penalty: 4023.069824
	Iteration 37Q: 3 clusters Score -291636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -291639.250000 Penalty: 4023.069824
	Iteration 38Q: 3 clusters Score -291639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -291641.250000 Penalty: 4023.069824
	Iteration 39Q: 3 clusters Score -291641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -291643.500000 Penalty: 4023.069824
	Iteration 40F: 3 clusters Score -291643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -291649.437500 Penalty: 4023.069824
	Iteration 41Q: 3 clusters Score -291649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -291654.187500 Penalty: 4023.069824
	Iteration 42Q: 3 clusters Score -291654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -291659.468750 Penalty: 4023.069824
	Iteration 43Q: 3 clusters Score -291659.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -291665.218750 Penalty: 4023.069824
	Iteration 44Q: 3 clusters Score -291665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -291670.156250 Penalty: 4023.069824
	Iteration 45Q: 3 clusters Score -291670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -291676.062500 Penalty: 4023.069824
	Iteration 46Q: 3 clusters Score -291676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -291681.906250 Penalty: 4023.069824
	Iteration 47Q: 3 clusters Score -291681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -291685.843750 Penalty: 4023.069824
	Iteration 48Q: 3 clusters Score -291685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -291689.875000 Penalty: 4023.069824
	Iteration 49Q: 3 clusters Score -291689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -291692.031250 Penalty: 4023.069824
	Iteration 50Q: 3 clusters Score -291692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -291695.000000 Penalty: 4023.069824
	Iteration 51Q: 3 clusters Score -291695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -291697.187500 Penalty: 4023.069824
	Iteration 52Q: 3 clusters Score -291697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -291700.406250 Penalty: 4023.069824
	Iteration 53Q: 3 clusters Score -291700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -291704.281250 Penalty: 4023.069824
	Iteration 54Q: 3 clusters Score -291704.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -291709.812500 Penalty: 4023.069824
	Iteration 55Q: 3 clusters Score -291709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -291712.718750 Penalty: 4023.069824
	Iteration 56Q: 3 clusters Score -291712.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -291715.812500 Penalty: 4023.069824
	Iteration 57Q: 3 clusters Score -291715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -291719.656250 Penalty: 4023.069824
	Iteration 58Q: 3 clusters Score -291719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -291724.437500 Penalty: 4023.069824
	Iteration 59Q: 3 clusters Score -291724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -291727.875000 Penalty: 4023.069824
	Iteration 60F: 3 clusters Score -291727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -291733.875000 Penalty: 4023.069824
	Iteration 61Q: 3 clusters Score -291733.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -291739.656250 Penalty: 4023.069824
	Iteration 62Q: 3 clusters Score -291739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -291744.375000 Penalty: 4023.069824
	Iteration 63Q: 3 clusters Score -291744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -291747.125000 Penalty: 4023.069824
	Iteration 64Q: 3 clusters Score -291747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -291750.500000 Penalty: 4023.069824
	Iteration 65Q: 3 clusters Score -291750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -291754.781250 Penalty: 4023.069824
	Iteration 66Q: 3 clusters Score -291754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -291758.781250 Penalty: 4023.069824
	Iteration 67Q: 3 clusters Score -291758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -291763.687500 Penalty: 4023.069824
	Iteration 68Q: 3 clusters Score -291763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -291768.500000 Penalty: 4023.069824
	Iteration 69Q: 3 clusters Score -291768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -291770.937500 Penalty: 4023.069824
	Iteration 70Q: 3 clusters Score -291770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -291776.531250 Penalty: 4023.069824
	Iteration 71Q: 3 clusters Score -291776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -291781.781250 Penalty: 4023.069824
	Iteration 72Q: 3 clusters Score -291781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -291785.781250 Penalty: 4023.069824
	Iteration 73Q: 3 clusters Score -291785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -291791.312500 Penalty: 4023.069824
	Iteration 74Q: 3 clusters Score -291791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -291792.718750 Penalty: 4023.069824
	Iteration 75Q: 3 clusters Score -291792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -291793.093750 Penalty: 4023.069824
	Iteration 76Q: 3 clusters Score -291793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -291793.093750 Penalty: 4023.069824
	Iteration 77F: 3 clusters Score -291793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Entering Unmasked Estep 
Score: -5384128.000000 Penalty: 2687.056152
	Iteration 0F: 2 clusters Score -5384128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -5349959.000000 Penalty: 5374.112305
	Iteration 0F: 3 clusters Score -5349959 nChanged 23440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5363295.000000 Penalty: 5374.112305
	Iteration 1F: 3 clusters Score -5363295 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5364117.000000 Penalty: 5374.112305
	Iteration 2Q: 3 clusters Score -5364117 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -5365223.000000 Penalty: 5374.112305
	Iteration 3Q: 3 clusters Score -5365223 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5367006.500000 Penalty: 5374.112305
	Iteration 4F: 3 clusters Score -5367006 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5369903.000000 Penalty: 5374.112305
	Iteration 5F: 3 clusters Score -5369903 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -5373896.000000 Penalty: 5374.112305
	Iteration 6F: 3 clusters Score -5373896 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -5377801.500000 Penalty: 5374.112305
	Iteration 7F: 3 clusters Score -5377802 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -5380235.500000 Penalty: 5374.112305
	Iteration 8Q: 3 clusters Score -5380236 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -5381224.500000 Penalty: 5374.112305
	Iteration 9Q: 3 clusters Score -5381224 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -5381543.500000 Penalty: 5374.112305
	Iteration 10Q: 3 clusters Score -5381544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -5381637.500000 Penalty: 5374.112305
	Iteration 11Q: 3 clusters Score -5381638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -5381702.000000 Penalty: 5374.112305
	Iteration 12Q: 3 clusters Score -5381702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -5381720.500000 Penalty: 5374.112305
	Iteration 13Q: 3 clusters Score -5381720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -5381746.500000 Penalty: 5374.112305
	Iteration 14Q: 3 clusters Score -5381746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -5381754.000000 Penalty: 5374.112305
	Iteration 15Q: 3 clusters Score -5381754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -5381764.000000 Penalty: 5374.112305
	Iteration 16Q: 3 clusters Score -5381764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -5381764.500000 Penalty: 5374.112305
	Iteration 17Q: 3 clusters Score -5381764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -5381766.000000 Penalty: 5374.112305
	Iteration 18Q: 3 clusters Score -5381766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -5381766.000000 Penalty: 5374.112305
	Iteration 19F: 3 clusters Score -5381766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Entering Unmasked Estep 
Score: -1662728.000000 Penalty: 2390.924316
	Iteration 0F: 2 clusters Score -1662728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1651513.500000 Penalty: 4781.848633
	Iteration 0F: 3 clusters Score -1651514 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1655022.625000 Penalty: 4781.848633
	Iteration 1F: 3 clusters Score -1655023 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1655359.000000 Penalty: 4781.848633
	Iteration 2F: 3 clusters Score -1655359 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1655615.000000 Penalty: 4781.848633
	Iteration 3Q: 3 clusters Score -1655615 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1655826.875000 Penalty: 4781.848633
	Iteration 4Q: 3 clusters Score -1655827 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1656026.250000 Penalty: 4781.848633
	Iteration 5Q: 3 clusters Score -1656026 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1656223.250000 Penalty: 4781.848633
	Iteration 6Q: 3 clusters Score -1656223 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1656452.750000 Penalty: 4781.848633
	Iteration 7Q: 3 clusters Score -1656453 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1656693.125000 Penalty: 4781.848633
	Iteration 8Q: 3 clusters Score -1656693 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1656989.750000 Penalty: 4781.848633
	Iteration 9Q: 3 clusters Score -1656990 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1657397.000000 Penalty: 4781.848633
	Iteration 10Q: 3 clusters Score -1657397 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1657916.000000 Penalty: 4781.848633
	Iteration 11Q: 3 clusters Score -1657916 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1658529.000000 Penalty: 4781.848633
	Iteration 12F: 3 clusters Score -1658529 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1659125.750000 Penalty: 4781.848633
	Iteration 13F: 3 clusters Score -1659126 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1659651.250000 Penalty: 4781.848633
	Iteration 14Q: 3 clusters Score -1659651 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1660009.000000 Penalty: 4781.848633
	Iteration 15Q: 3 clusters Score -1660009 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1660205.375000 Penalty: 4781.848633
	Iteration 16Q: 3 clusters Score -1660205 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1660344.625000 Penalty: 4781.848633
	Iteration 17Q: 3 clusters Score -1660345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1660455.375000 Penalty: 4781.848633
	Iteration 18Q: 3 clusters Score -1660455 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1660547.250000 Penalty: 4781.848633
	Iteration 19Q: 3 clusters Score -1660547 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1660616.750000 Penalty: 4781.848633
	Iteration 20F: 3 clusters Score -1660617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1660665.500000 Penalty: 4781.848633
	Iteration 21Q: 3 clusters Score -1660666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1660714.000000 Penalty: 4781.848633
	Iteration 22Q: 3 clusters Score -1660714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1660759.000000 Penalty: 4781.848633
	Iteration 23Q: 3 clusters Score -1660759 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1660788.750000 Penalty: 4781.848633
	Iteration 24Q: 3 clusters Score -1660789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1660806.250000 Penalty: 4781.848633
	Iteration 25Q: 3 clusters Score -1660806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1660814.125000 Penalty: 4781.848633
	Iteration 26Q: 3 clusters Score -1660814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1660824.000000 Penalty: 4781.848633
	Iteration 27Q: 3 clusters Score -1660824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1660837.000000 Penalty: 4781.848633
	Iteration 28Q: 3 clusters Score -1660837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1660840.875000 Penalty: 4781.848633
	Iteration 29Q: 3 clusters Score -1660841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1660849.000000 Penalty: 4781.848633
	Iteration 30Q: 3 clusters Score -1660849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1660857.750000 Penalty: 4781.848633
	Iteration 31Q: 3 clusters Score -1660858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1660867.125000 Penalty: 4781.848633
	Iteration 32Q: 3 clusters Score -1660867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1660870.000000 Penalty: 4781.848633
	Iteration 33Q: 3 clusters Score -1660870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1660880.250000 Penalty: 4781.848633
	Iteration 34Q: 3 clusters Score -1660880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1660888.125000 Penalty: 4781.848633
	Iteration 35Q: 3 clusters Score -1660888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1660890.375000 Penalty: 4781.848633
	Iteration 36Q: 3 clusters Score -1660890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1660894.375000 Penalty: 4781.848633
	Iteration 37Q: 3 clusters Score -1660894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1660897.875000 Penalty: 4781.848633
	Iteration 38Q: 3 clusters Score -1660898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1660897.625000 Penalty: 4781.848633
	Iteration 39Q: 3 clusters Score -1660898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1660904.000000 Penalty: 4781.848633
	Iteration 40F: 3 clusters Score -1660904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1660907.875000 Penalty: 4781.848633
	Iteration 41Q: 3 clusters Score -1660908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1660907.875000 Penalty: 4781.848633
	Iteration 42Q: 3 clusters Score -1660908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1660912.375000 Penalty: 4781.848633
	Iteration 43Q: 3 clusters Score -1660912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1660908.625000 Penalty: 4781.848633
	Iteration 44Q: 3 clusters Score -1660909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1660913.750000 Penalty: 4781.848633
	Iteration 45Q: 3 clusters Score -1660914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1660917.875000 Penalty: 4781.848633
	Iteration 46Q: 3 clusters Score -1660918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1660918.500000 Penalty: 4781.848633
	Iteration 47Q: 3 clusters Score -1660918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1660920.500000 Penalty: 4781.848633
	Iteration 48Q: 3 clusters Score -1660920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1660922.625000 Penalty: 4781.848633
	Iteration 49Q: 3 clusters Score -1660923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1660922.000000 Penalty: 4781.848633
	Iteration 50Q: 3 clusters Score -1660922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1660920.750000 Penalty: 4781.848633
	Iteration 51Q: 3 clusters Score -1660921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1660921.125000 Penalty: 4781.848633
	Iteration 52Q: 3 clusters Score -1660921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1660921.125000 Penalty: 4781.848633
	Iteration 53F: 3 clusters Score -1660921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (119545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Entering Unmasked Estep 
Score: -12807621.000000 Penalty: 2899.479248
	Iteration 0F: 2 clusters Score -1.280762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -12727779.000000 Penalty: 5798.958496
	Iteration 0F: 3 clusters Score -1.272778e+07 nChanged 56659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -12760590.000000 Penalty: 5798.958496
	Iteration 1F: 3 clusters Score -1.276059e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -12761419.000000 Penalty: 5798.958496
	Iteration 2Q: 3 clusters Score -1.276142e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -12762372.000000 Penalty: 5798.958496
	Iteration 3Q: 3 clusters Score -1.276237e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -12763726.000000 Penalty: 5798.958496
	Iteration 4Q: 3 clusters Score -1.276373e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -12765468.000000 Penalty: 5798.958496
	Iteration 5Q: 3 clusters Score -1.276547e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -12768532.000000 Penalty: 5798.958496
	Iteration 6Q: 3 clusters Score -1.276853e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -12772884.000000 Penalty: 5798.958496
	Iteration 7F: 3 clusters Score -1.277288e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -12779399.000000 Penalty: 5798.958496
	Iteration 8F: 3 clusters Score -1.27794e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -12787065.000000 Penalty: 5798.958496
	Iteration 9F: 3 clusters Score -1.278706e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -12794132.000000 Penalty: 5798.958496
	Iteration 10F: 3 clusters Score -1.279413e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -12799012.000000 Penalty: 5798.958496
	Iteration 11Q: 3 clusters Score -1.279901e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115009 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -12801768.000000 Penalty: 5798.958496
	Iteration 12Q: 3 clusters Score -1.280177e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -12803309.000000 Penalty: 5798.958496
	Iteration 13Q: 3 clusters Score -1.280331e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117968 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12804094.000000 Penalty: 5798.958496
	Iteration 14Q: 3 clusters Score -1.280409e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118465 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -12804517.000000 Penalty: 5798.958496
	Iteration 15Q: 3 clusters Score -1.280452e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12804700.000000 Penalty: 5798.958496
	Iteration 16Q: 3 clusters Score -1.28047e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12804822.000000 Penalty: 5798.958496
	Iteration 17Q: 3 clusters Score -1.280482e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12804913.000000 Penalty: 5798.958496
	Iteration 18Q: 3 clusters Score -1.280491e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12804979.000000 Penalty: 5798.958496
	Iteration 19Q: 3 clusters Score -1.280498e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12805032.000000 Penalty: 5798.958496
	Iteration 20F: 3 clusters Score -1.280503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12805049.000000 Penalty: 5798.958496
	Iteration 21Q: 3 clusters Score -1.280505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12805057.000000 Penalty: 5798.958496
	Iteration 22Q: 3 clusters Score -1.280506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12805072.000000 Penalty: 5798.958496
	Iteration 23Q: 3 clusters Score -1.280507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12805080.000000 Penalty: 5798.958496
	Iteration 24Q: 3 clusters Score -1.280508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119034 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12805079.000000 Penalty: 5798.958496
	Iteration 25Q: 3 clusters Score -1.280508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12805082.000000 Penalty: 5798.958496
	Iteration 26Q: 3 clusters Score -1.280508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12805094.000000 Penalty: 5798.958496
	Iteration 27Q: 3 clusters Score -1.280509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12805085.000000 Penalty: 5798.958496
	Iteration 28Q: 3 clusters Score -1.280508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12805089.000000 Penalty: 5798.958496
	Iteration 29Q: 3 clusters Score -1.280509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119043 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12805089.000000 Penalty: 5798.958496
	Iteration 30Q: 3 clusters Score -1.280509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12805082.000000 Penalty: 5798.958496
	Iteration 31Q: 3 clusters Score -1.280508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12805079.000000 Penalty: 5798.958496
	Iteration 32Q: 3 clusters Score -1.280508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12805078.000000 Penalty: 5798.958496
	Iteration 33Q: 3 clusters Score -1.280508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12805088.000000 Penalty: 5798.958496
	Iteration 34Q: 3 clusters Score -1.280509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12805088.000000 Penalty: 5798.958496
	Iteration 35F: 3 clusters Score -1.280509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -1500601.375000 Penalty: 2373.560547
	Iteration 0F: 2 clusters Score -1500601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1490230.250000 Penalty: 4747.121094
	Iteration 0F: 3 clusters Score -1490230 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1493391.125000 Penalty: 4747.121094
	Iteration 1F: 3 clusters Score -1493391 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1493712.500000 Penalty: 4747.121094
	Iteration 2F: 3 clusters Score -1493712 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1493964.625000 Penalty: 4747.121094
	Iteration 3Q: 3 clusters Score -1493965 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1494145.875000 Penalty: 4747.121094
	Iteration 4Q: 3 clusters Score -1494146 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1494309.125000 Penalty: 4747.121094
	Iteration 5Q: 3 clusters Score -1494309 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1494446.375000 Penalty: 4747.121094
	Iteration 6Q: 3 clusters Score -1494446 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1494578.625000 Penalty: 4747.121094
	Iteration 7Q: 3 clusters Score -1494579 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1494719.375000 Penalty: 4747.121094
	Iteration 8Q: 3 clusters Score -1494719 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1494840.875000 Penalty: 4747.121094
	Iteration 9Q: 3 clusters Score -1494841 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1494972.375000 Penalty: 4747.121094
	Iteration 10Q: 3 clusters Score -1494972 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1495181.250000 Penalty: 4747.121094
	Iteration 11Q: 3 clusters Score -1495181 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1495412.500000 Penalty: 4747.121094
	Iteration 12Q: 3 clusters Score -1495412 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1495693.875000 Penalty: 4747.121094
	Iteration 13Q: 3 clusters Score -1495694 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1496018.750000 Penalty: 4747.121094
	Iteration 14Q: 3 clusters Score -1496019 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1496341.750000 Penalty: 4747.121094
	Iteration 15Q: 3 clusters Score -1496342 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1496582.750000 Penalty: 4747.121094
	Iteration 16Q: 3 clusters Score -1496583 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1496757.750000 Penalty: 4747.121094
	Iteration 17Q: 3 clusters Score -1496758 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1496880.875000 Penalty: 4747.121094
	Iteration 18Q: 3 clusters Score -1496881 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1496980.500000 Penalty: 4747.121094
	Iteration 19Q: 3 clusters Score -1496980 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1497064.875000 Penalty: 4747.121094
	Iteration 20F: 3 clusters Score -1497065 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1497127.250000 Penalty: 4747.121094
	Iteration 21Q: 3 clusters Score -1497127 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1497183.750000 Penalty: 4747.121094
	Iteration 22Q: 3 clusters Score -1497184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1497236.625000 Penalty: 4747.121094
	Iteration 23Q: 3 clusters Score -1497237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1497283.250000 Penalty: 4747.121094
	Iteration 24Q: 3 clusters Score -1497283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1497319.250000 Penalty: 4747.121094
	Iteration 25Q: 3 clusters Score -1497319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1497363.125000 Penalty: 4747.121094
	Iteration 26Q: 3 clusters Score -1497363 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1497411.625000 Penalty: 4747.121094
	Iteration 27Q: 3 clusters Score -1497412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1497470.500000 Penalty: 4747.121094
	Iteration 28Q: 3 clusters Score -1497470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1497545.250000 Penalty: 4747.121094
	Iteration 29Q: 3 clusters Score -1497545 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1497638.250000 Penalty: 4747.121094
	Iteration 30Q: 3 clusters Score -1497638 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1497728.125000 Penalty: 4747.121094
	Iteration 31Q: 3 clusters Score -1497728 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1497815.625000 Penalty: 4747.121094
	Iteration 32Q: 3 clusters Score -1497816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1497909.625000 Penalty: 4747.121094
	Iteration 33Q: 3 clusters Score -1497910 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1497994.750000 Penalty: 4747.121094
	Iteration 34Q: 3 clusters Score -1497995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1498085.875000 Penalty: 4747.121094
	Iteration 35Q: 3 clusters Score -1498086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1498179.875000 Penalty: 4747.121094
	Iteration 36Q: 3 clusters Score -1498180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1498290.250000 Penalty: 4747.121094
	Iteration 37Q: 3 clusters Score -1498290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1498388.750000 Penalty: 4747.121094
	Iteration 38Q: 3 clusters Score -1498389 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1498459.875000 Penalty: 4747.121094
	Iteration 39Q: 3 clusters Score -1498460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1498539.250000 Penalty: 4747.121094
	Iteration 40F: 3 clusters Score -1498539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1498619.625000 Penalty: 4747.121094
	Iteration 41Q: 3 clusters Score -1498620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1498703.875000 Penalty: 4747.121094
	Iteration 42Q: 3 clusters Score -1498704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1498733.750000 Penalty: 4747.121094
	Iteration 43Q: 3 clusters Score -1498734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1498756.500000 Penalty: 4747.121094
	Iteration 44Q: 3 clusters Score -1498756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1498773.500000 Penalty: 4747.121094
	Iteration 45Q: 3 clusters Score -1498774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1498779.875000 Penalty: 4747.121094
	Iteration 46Q: 3 clusters Score -1498780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1498783.250000 Penalty: 4747.121094
	Iteration 47Q: 3 clusters Score -1498783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1498789.000000 Penalty: 4747.121094
	Iteration 48Q: 3 clusters Score -1498789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1498789.875000 Penalty: 4747.121094
	Iteration 49Q: 3 clusters Score -1498790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1498790.000000 Penalty: 4747.121094
	Iteration 50Q: 3 clusters Score -1498790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1498790.750000 Penalty: 4747.121094
	Iteration 51Q: 3 clusters Score -1498791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1498790.750000 Penalty: 4747.121094
	Iteration 52F: 3 clusters Score -1498791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Entering Unmasked Estep 
Score: -6510463.500000 Penalty: 2742.076904
	Iteration 0F: 2 clusters Score -6510464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -6467769.500000 Penalty: 5484.153809
	Iteration 0F: 3 clusters Score -6467770 nChanged 29451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6484461.500000 Penalty: 5484.153809
	Iteration 1F: 3 clusters Score -6484462 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6485076.500000 Penalty: 5484.153809
	Iteration 2Q: 3 clusters Score -6485076 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -6485762.000000 Penalty: 5484.153809
	Iteration 3Q: 3 clusters Score -6485762 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -6486581.500000 Penalty: 5484.153809
	Iteration 4Q: 3 clusters Score -6486582 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6487766.500000 Penalty: 5484.153809
	Iteration 5Q: 3 clusters Score -6487766 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -6489583.500000 Penalty: 5484.153809
	Iteration 6F: 3 clusters Score -6489584 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -6492061.000000 Penalty: 5484.153809
	Iteration 7F: 3 clusters Score -6492061 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -6494985.500000 Penalty: 5484.153809
	Iteration 8F: 3 clusters Score -6494986 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -6497676.500000 Penalty: 5484.153809
	Iteration 9F: 3 clusters Score -6497676 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6500102.000000 Penalty: 5484.153809
	Iteration 10F: 3 clusters Score -6500102 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6502496.000000 Penalty: 5484.153809
	Iteration 11Q: 3 clusters Score -6502496 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6504743.000000 Penalty: 5484.153809
	Iteration 12Q: 3 clusters Score -6504743 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6506335.000000 Penalty: 5484.153809
	Iteration 13Q: 3 clusters Score -6506335 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6507234.500000 Penalty: 5484.153809
	Iteration 14Q: 3 clusters Score -6507234 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6507655.000000 Penalty: 5484.153809
	Iteration 15Q: 3 clusters Score -6507655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6507865.000000 Penalty: 5484.153809
	Iteration 16Q: 3 clusters Score -6507865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6507961.000000 Penalty: 5484.153809
	Iteration 17Q: 3 clusters Score -6507961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6507991.500000 Penalty: 5484.153809
	Iteration 18Q: 3 clusters Score -6507992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6508012.000000 Penalty: 5484.153809
	Iteration 19Q: 3 clusters Score -6508012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6508021.000000 Penalty: 5484.153809
	Iteration 20F: 3 clusters Score -6508021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6508027.000000 Penalty: 5484.153809
	Iteration 21Q: 3 clusters Score -6508027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6508040.000000 Penalty: 5484.153809
	Iteration 22Q: 3 clusters Score -6508040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6508041.500000 Penalty: 5484.153809
	Iteration 23Q: 3 clusters Score -6508042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6508050.500000 Penalty: 5484.153809
	Iteration 24Q: 3 clusters Score -6508050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6508050.500000 Penalty: 5484.153809
	Iteration 25Q: 3 clusters Score -6508050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6508050.500000 Penalty: 5484.153809
	Iteration 26F: 3 clusters Score -6508050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -249601.000000 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -249601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -246686.156250 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -246686.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -247228.765625 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -247228.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -247377.937500 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -247377.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -247478.312500 Penalty: 3882.113770
	Iteration 3Q: 3 clusters Score -247478.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247554.578125 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -247554.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -247630.671875 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -247630.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -247684.953125 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -247685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -247725.640625 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -247725.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247749.328125 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -247749.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -247772.250000 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -247772.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -247791.562500 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -247791.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -247808.468750 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -247808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -247823.046875 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -247823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -247839.515625 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -247839.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247852.671875 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -247852.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247865.046875 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -247865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -247876.031250 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -247876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -247884.343750 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -247884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -247894.906250 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -247894.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -247906.593750 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -247906.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247914.250000 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -247914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -247923.281250 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -247923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247931.437500 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -247931.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -247939.078125 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -247939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -247950.375000 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -247950.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -247962.640625 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -247962.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -247972.656250 Penalty: 3882.113770
	Iteration 26Q: 3 clusters Score -247972.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -247986.875000 Penalty: 3882.113770
	Iteration 27Q: 3 clusters Score -247986.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -248006.156250 Penalty: 3882.113770
	Iteration 28Q: 3 clusters Score -248006.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -248022.906250 Penalty: 3882.113770
	Iteration 29Q: 3 clusters Score -248022.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -248035.828125 Penalty: 3882.113770
	Iteration 30Q: 3 clusters Score -248035.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -248055.578125 Penalty: 3882.113770
	Iteration 31Q: 3 clusters Score -248055.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -248072.125000 Penalty: 3882.113770
	Iteration 32Q: 3 clusters Score -248072.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -248084.250000 Penalty: 3882.113770
	Iteration 33Q: 3 clusters Score -248084.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -248093.453125 Penalty: 3882.113770
	Iteration 34Q: 3 clusters Score -248093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -248100.687500 Penalty: 3882.113770
	Iteration 35Q: 3 clusters Score -248100.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -248106.812500 Penalty: 3882.113770
	Iteration 36Q: 3 clusters Score -248106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -248111.593750 Penalty: 3882.113770
	Iteration 37Q: 3 clusters Score -248111.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -248117.890625 Penalty: 3882.113770
	Iteration 38Q: 3 clusters Score -248117.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -248123.500000 Penalty: 3882.113770
	Iteration 39Q: 3 clusters Score -248123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -248130.140625 Penalty: 3882.113770
	Iteration 40F: 3 clusters Score -248130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -248138.625000 Penalty: 3882.113770
	Iteration 41Q: 3 clusters Score -248138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -248146.296875 Penalty: 3882.113770
	Iteration 42Q: 3 clusters Score -248146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -248153.140625 Penalty: 3882.113770
	Iteration 43Q: 3 clusters Score -248153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -248157.906250 Penalty: 3882.113770
	Iteration 44Q: 3 clusters Score -248157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -248163.796875 Penalty: 3882.113770
	Iteration 45Q: 3 clusters Score -248163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -248167.687500 Penalty: 3882.113770
	Iteration 46Q: 3 clusters Score -248167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -248175.296875 Penalty: 3882.113770
	Iteration 47Q: 3 clusters Score -248175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -248180.562500 Penalty: 3882.113770
	Iteration 48Q: 3 clusters Score -248180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -248183.593750 Penalty: 3882.113770
	Iteration 49Q: 3 clusters Score -248183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -248186.390625 Penalty: 3882.113770
	Iteration 50Q: 3 clusters Score -248186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -248190.734375 Penalty: 3882.113770
	Iteration 51Q: 3 clusters Score -248190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -248194.375000 Penalty: 3882.113770
	Iteration 52Q: 3 clusters Score -248194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248195.171875 Penalty: 3882.113770
	Iteration 53Q: 3 clusters Score -248195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248195.171875 Penalty: 3882.113770
	Iteration 54F: 3 clusters Score -248195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Entering Unmasked Estep 
Score: -3802493.000000 Penalty: 2597.639648
	Iteration 0F: 2 clusters Score -3802493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3778561.750000 Penalty: 5195.279297
	Iteration 0F: 3 clusters Score -3778562 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3787099.000000 Penalty: 5195.279297
	Iteration 1F: 3 clusters Score -3787099 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3787517.250000 Penalty: 5195.279297
	Iteration 2Q: 3 clusters Score -3787517 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3787841.750000 Penalty: 5195.279297
	Iteration 3Q: 3 clusters Score -3787842 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3788127.000000 Penalty: 5195.279297
	Iteration 4Q: 3 clusters Score -3788127 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3788425.500000 Penalty: 5195.279297
	Iteration 5Q: 3 clusters Score -3788426 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3788738.500000 Penalty: 5195.279297
	Iteration 6Q: 3 clusters Score -3788738 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3789104.500000 Penalty: 5195.279297
	Iteration 7Q: 3 clusters Score -3789104 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3789686.000000 Penalty: 5195.279297
	Iteration 8Q: 3 clusters Score -3789686 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3790492.750000 Penalty: 5195.279297
	Iteration 9Q: 3 clusters Score -3790493 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3791688.750000 Penalty: 5195.279297
	Iteration 10F: 3 clusters Score -3791689 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3793302.750000 Penalty: 5195.279297
	Iteration 11F: 3 clusters Score -3793303 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3795001.000000 Penalty: 5195.279297
	Iteration 12F: 3 clusters Score -3795001 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3796577.250000 Penalty: 5195.279297
	Iteration 13F: 3 clusters Score -3796577 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -3797874.500000 Penalty: 5195.279297
	Iteration 14Q: 3 clusters Score -3797874 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -3798744.500000 Penalty: 5195.279297
	Iteration 15Q: 3 clusters Score -3798744 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -3799302.250000 Penalty: 5195.279297
	Iteration 16Q: 3 clusters Score -3799302 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -3799644.750000 Penalty: 5195.279297
	Iteration 17Q: 3 clusters Score -3799645 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3799840.500000 Penalty: 5195.279297
	Iteration 18Q: 3 clusters Score -3799840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -3799966.500000 Penalty: 5195.279297
	Iteration 19Q: 3 clusters Score -3799966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3800057.500000 Penalty: 5195.279297
	Iteration 20F: 3 clusters Score -3800058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -3800128.000000 Penalty: 5195.279297
	Iteration 21Q: 3 clusters Score -3800128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -3800156.250000 Penalty: 5195.279297
	Iteration 22Q: 3 clusters Score -3800156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -3800165.500000 Penalty: 5195.279297
	Iteration 23Q: 3 clusters Score -3800166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -3800168.500000 Penalty: 5195.279297
	Iteration 24Q: 3 clusters Score -3800168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3800177.000000 Penalty: 5195.279297
	Iteration 25Q: 3 clusters Score -3800177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -3800183.000000 Penalty: 5195.279297
	Iteration 26Q: 3 clusters Score -3800183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3800195.500000 Penalty: 5195.279297
	Iteration 27Q: 3 clusters Score -3800196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -3800202.750000 Penalty: 5195.279297
	Iteration 28Q: 3 clusters Score -3800203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3800203.000000 Penalty: 5195.279297
	Iteration 29Q: 3 clusters Score -3800203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -3800212.500000 Penalty: 5195.279297
	Iteration 30Q: 3 clusters Score -3800212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3800213.000000 Penalty: 5195.279297
	Iteration 31Q: 3 clusters Score -3800213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3800211.750000 Penalty: 5195.279297
	Iteration 32Q: 3 clusters Score -3800212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -3800212.000000 Penalty: 5195.279297
	Iteration 33Q: 3 clusters Score -3800212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -3800212.000000 Penalty: 5195.279297
	Iteration 34F: 3 clusters Score -3800212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -42519.640625 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -42519.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41038.613281 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -41038.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41187.589844 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -41187.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41226.242188 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -41226.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41253.429688 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -41253.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41255.960938 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -41255.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41255.960938 Penalty: 3041.088379
	Iteration 5F: 3 clusters Score -41255.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -32920.335938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -32920.34 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 203 members 
Entering Unmasked Estep 
Score: -31532.496094 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -31532.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31653.154297 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -31653.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31669.470703 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -31669.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31681.441406 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -31681.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31701.740234 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -31701.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31707.091797 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -31707.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31707.091797 Penalty: 2959.208984
	Iteration 6F: 3 clusters Score -31707.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (342140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342140 members 
Entering Unmasked Estep 
Score: -36404476.000000 Penalty: 3160.257812
	Iteration 0F: 2 clusters Score -3.640448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -36184280.000000 Penalty: 6320.515625
	Iteration 0F: 3 clusters Score -3.618428e+07 nChanged 166018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -36283600.000000 Penalty: 6320.515625
	Iteration 1F: 3 clusters Score -3.62836e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178816 members 
Mstep: Class 2 contains 163324 members 
Entering Unmasked Estep 
Score: -36284772.000000 Penalty: 6320.515625
	Iteration 2Q: 3 clusters Score -3.628477e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182590 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -36286668.000000 Penalty: 6320.515625
	Iteration 3Q: 3 clusters Score -3.628667e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188161 members 
Mstep: Class 2 contains 153979 members 
Entering Unmasked Estep 
Score: -36289080.000000 Penalty: 6320.515625
	Iteration 4Q: 3 clusters Score -3.628908e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196276 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -36293092.000000 Penalty: 6320.515625
	Iteration 5Q: 3 clusters Score -3.629309e+07 nChanged 15390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207564 members 
Mstep: Class 2 contains 134576 members 
Entering Unmasked Estep 
Score: -36299576.000000 Penalty: 6320.515625
	Iteration 6Q: 3 clusters Score -3.629958e+07 nChanged 18504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222162 members 
Mstep: Class 2 contains 119978 members 
Entering Unmasked Estep 
Score: -36309992.000000 Penalty: 6320.515625
	Iteration 7F: 3 clusters Score -3.630999e+07 nChanged 21023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238727 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -36325416.000000 Penalty: 6320.515625
	Iteration 8F: 3 clusters Score -3.632542e+07 nChanged 21336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253491 members 
Mstep: Class 2 contains 88649 members 
Entering Unmasked Estep 
Score: -36343092.000000 Penalty: 6320.515625
	Iteration 9F: 3 clusters Score -3.634309e+07 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262966 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -36356388.000000 Penalty: 6320.515625
	Iteration 10F: 3 clusters Score -3.635639e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268455 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -36363212.000000 Penalty: 6320.515625
	Iteration 11Q: 3 clusters Score -3.636321e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272926 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -36365884.000000 Penalty: 6320.515625
	Iteration 12Q: 3 clusters Score -3.636588e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277241 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -36367760.000000 Penalty: 6320.515625
	Iteration 13Q: 3 clusters Score -3.636776e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281534 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -36369504.000000 Penalty: 6320.515625
	Iteration 14Q: 3 clusters Score -3.63695e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285816 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -36371236.000000 Penalty: 6320.515625
	Iteration 15Q: 3 clusters Score -3.637124e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290204 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -36373112.000000 Penalty: 6320.515625
	Iteration 16Q: 3 clusters Score -3.637311e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294703 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -36375044.000000 Penalty: 6320.515625
	Iteration 17Q: 3 clusters Score -3.637504e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299193 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -36377380.000000 Penalty: 6320.515625
	Iteration 18Q: 3 clusters Score -3.637738e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303664 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -36379456.000000 Penalty: 6320.515625
	Iteration 19Q: 3 clusters Score -3.637946e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308017 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -36382008.000000 Penalty: 6320.515625
	Iteration 20F: 3 clusters Score -3.638201e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312155 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -36384392.000000 Penalty: 6320.515625
	Iteration 21Q: 3 clusters Score -3.638439e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316102 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -36386912.000000 Penalty: 6320.515625
	Iteration 22Q: 3 clusters Score -3.638691e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319804 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -36389456.000000 Penalty: 6320.515625
	Iteration 23Q: 3 clusters Score -3.638946e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323297 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -36391536.000000 Penalty: 6320.515625
	Iteration 24Q: 3 clusters Score -3.639154e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326542 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -36393368.000000 Penalty: 6320.515625
	Iteration 25Q: 3 clusters Score -3.639337e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -36394820.000000 Penalty: 6320.515625
	Iteration 26Q: 3 clusters Score -3.639482e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331731 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -36396140.000000 Penalty: 6320.515625
	Iteration 27Q: 3 clusters Score -3.639614e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333815 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -36396960.000000 Penalty: 6320.515625
	Iteration 28Q: 3 clusters Score -3.639696e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335597 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -36397848.000000 Penalty: 6320.515625
	Iteration 29Q: 3 clusters Score -3.639785e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337033 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -36398620.000000 Penalty: 6320.515625
	Iteration 30Q: 3 clusters Score -3.639862e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338235 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -36399364.000000 Penalty: 6320.515625
	Iteration 31Q: 3 clusters Score -3.639936e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339187 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -36399928.000000 Penalty: 6320.515625
	Iteration 32Q: 3 clusters Score -3.639993e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339892 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -36400332.000000 Penalty: 6320.515625
	Iteration 33Q: 3 clusters Score -3.640033e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340398 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -36400632.000000 Penalty: 6320.515625
	Iteration 34Q: 3 clusters Score -3.640063e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340728 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -36400820.000000 Penalty: 6320.515625
	Iteration 35Q: 3 clusters Score -3.640082e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340967 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -36401028.000000 Penalty: 6320.515625
	Iteration 36Q: 3 clusters Score -3.640103e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341118 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -36401176.000000 Penalty: 6320.515625
	Iteration 37Q: 3 clusters Score -3.640118e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341229 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -36401276.000000 Penalty: 6320.515625
	Iteration 38Q: 3 clusters Score -3.640128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341291 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -36401364.000000 Penalty: 6320.515625
	Iteration 39Q: 3 clusters Score -3.640136e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341342 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -36401388.000000 Penalty: 6320.515625
	Iteration 40F: 3 clusters Score -3.640139e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341376 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -36401404.000000 Penalty: 6320.515625
	Iteration 41Q: 3 clusters Score -3.64014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341411 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -36401440.000000 Penalty: 6320.515625
	Iteration 42Q: 3 clusters Score -3.640144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -36401444.000000 Penalty: 6320.515625
	Iteration 43Q: 3 clusters Score -3.640144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341449 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -36401448.000000 Penalty: 6320.515625
	Iteration 44Q: 3 clusters Score -3.640145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341460 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -36401484.000000 Penalty: 6320.515625
	Iteration 45Q: 3 clusters Score -3.640148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341465 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 46Q: 3 clusters Score -3.640149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341469 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 47Q: 3 clusters Score -3.640149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341477 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 48Q: 3 clusters Score -3.640149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341480 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -36401492.000000 Penalty: 6320.515625
	Iteration 49Q: 3 clusters Score -3.640149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341483 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -36401476.000000 Penalty: 6320.515625
	Iteration 50Q: 3 clusters Score -3.640148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341485 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -36401492.000000 Penalty: 6320.515625
	Iteration 51Q: 3 clusters Score -3.640149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341486 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 52Q: 3 clusters Score -3.640149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341488 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 53Q: 3 clusters Score -3.640149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341489 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -36401504.000000 Penalty: 6320.515625
	Iteration 54Q: 3 clusters Score -3.64015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341488 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -36401480.000000 Penalty: 6320.515625
	Iteration 55Q: 3 clusters Score -3.640148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341490 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -36401476.000000 Penalty: 6320.515625
	Iteration 56Q: 3 clusters Score -3.640148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341492 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -36401476.000000 Penalty: 6320.515625
	Iteration 57Q: 3 clusters Score -3.640148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341494 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 58Q: 3 clusters Score -3.640149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341497 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -36401488.000000 Penalty: 6320.515625
	Iteration 59Q: 3 clusters Score -3.640149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341499 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -36401508.000000 Penalty: 6320.515625
	Iteration 60F: 3 clusters Score -3.640151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341498 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -36401496.000000 Penalty: 6320.515625
	Iteration 61Q: 3 clusters Score -3.64015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341499 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -36401512.000000 Penalty: 6320.515625
	Iteration 62Q: 3 clusters Score -3.640151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341499 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -36401512.000000 Penalty: 6320.515625
	Iteration 63F: 3 clusters Score -3.640151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (342169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342169 members 
Entering Unmasked Estep 
Score: -36335884.000000 Penalty: 3160.278809
	Iteration 0F: 2 clusters Score -3.633588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171183 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -36114564.000000 Penalty: 6320.557617
	Iteration 0F: 3 clusters Score -3.611456e+07 nChanged 165923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -36212284.000000 Penalty: 6320.557617
	Iteration 1F: 3 clusters Score -3.621228e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -36213316.000000 Penalty: 6320.557617
	Iteration 2Q: 3 clusters Score -3.621332e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168424 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -36214556.000000 Penalty: 6320.557617
	Iteration 3Q: 3 clusters Score -3.621456e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -36215488.000000 Penalty: 6320.557617
	Iteration 4Q: 3 clusters Score -3.621549e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 175522 members 
Entering Unmasked Estep 
Score: -36216912.000000 Penalty: 6320.557617
	Iteration 5Q: 3 clusters Score -3.621691e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 176898 members 
Entering Unmasked Estep 
Score: -36218284.000000 Penalty: 6320.557617
	Iteration 6Q: 3 clusters Score -3.621828e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 178872 members 
Entering Unmasked Estep 
Score: -36220556.000000 Penalty: 6320.557617
	Iteration 7Q: 3 clusters Score -3.622056e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 181420 members 
Entering Unmasked Estep 
Score: -36223204.000000 Penalty: 6320.557617
	Iteration 8Q: 3 clusters Score -3.62232e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 185061 members 
Entering Unmasked Estep 
Score: -36227620.000000 Penalty: 6320.557617
	Iteration 9Q: 3 clusters Score -3.622762e+07 nChanged 15129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152211 members 
Mstep: Class 2 contains 189958 members 
Entering Unmasked Estep 
Score: -36234532.000000 Penalty: 6320.557617
	Iteration 10Q: 3 clusters Score -3.623453e+07 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146191 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -36246928.000000 Penalty: 6320.557617
	Iteration 11F: 3 clusters Score -3.624693e+07 nChanged 21439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 201859 members 
Entering Unmasked Estep 
Score: -36263544.000000 Penalty: 6320.557617
	Iteration 12F: 3 clusters Score -3.626354e+07 nChanged 21169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135917 members 
Mstep: Class 2 contains 206252 members 
Entering Unmasked Estep 
Score: -36277612.000000 Penalty: 6320.557617
	Iteration 13F: 3 clusters Score -3.627761e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 209333 members 
Entering Unmasked Estep 
Score: -36283392.000000 Penalty: 6320.557617
	Iteration 14Q: 3 clusters Score -3.628339e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 212149 members 
Entering Unmasked Estep 
Score: -36285564.000000 Penalty: 6320.557617
	Iteration 15Q: 3 clusters Score -3.628556e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -36286744.000000 Penalty: 6320.557617
	Iteration 16Q: 3 clusters Score -3.628674e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 218081 members 
Entering Unmasked Estep 
Score: -36287808.000000 Penalty: 6320.557617
	Iteration 17Q: 3 clusters Score -3.628781e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 221218 members 
Entering Unmasked Estep 
Score: -36288520.000000 Penalty: 6320.557617
	Iteration 18Q: 3 clusters Score -3.628852e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117636 members 
Mstep: Class 2 contains 224533 members 
Entering Unmasked Estep 
Score: -36289796.000000 Penalty: 6320.557617
	Iteration 19Q: 3 clusters Score -3.62898e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -36291192.000000 Penalty: 6320.557617
	Iteration 20F: 3 clusters Score -3.629119e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 231297 members 
Entering Unmasked Estep 
Score: -36292476.000000 Penalty: 6320.557617
	Iteration 21Q: 3 clusters Score -3.629248e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 234688 members 
Entering Unmasked Estep 
Score: -36294340.000000 Penalty: 6320.557617
	Iteration 22Q: 3 clusters Score -3.629434e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103971 members 
Mstep: Class 2 contains 238198 members 
Entering Unmasked Estep 
Score: -36296416.000000 Penalty: 6320.557617
	Iteration 23Q: 3 clusters Score -3.629642e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 241821 members 
Entering Unmasked Estep 
Score: -36298988.000000 Penalty: 6320.557617
	Iteration 24Q: 3 clusters Score -3.629899e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 245252 members 
Entering Unmasked Estep 
Score: -36302384.000000 Penalty: 6320.557617
	Iteration 25Q: 3 clusters Score -3.630238e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 248431 members 
Entering Unmasked Estep 
Score: -36305932.000000 Penalty: 6320.557617
	Iteration 26Q: 3 clusters Score -3.630593e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 251093 members 
Entering Unmasked Estep 
Score: -36310116.000000 Penalty: 6320.557617
	Iteration 27Q: 3 clusters Score -3.631012e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 253057 members 
Entering Unmasked Estep 
Score: -36314484.000000 Penalty: 6320.557617
	Iteration 28Q: 3 clusters Score -3.631448e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 254237 members 
Entering Unmasked Estep 
Score: -36318316.000000 Penalty: 6320.557617
	Iteration 29Q: 3 clusters Score -3.631832e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 254826 members 
Entering Unmasked Estep 
Score: -36322280.000000 Penalty: 6320.557617
	Iteration 30Q: 3 clusters Score -3.632228e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 254978 members 
Entering Unmasked Estep 
Score: -36325860.000000 Penalty: 6320.557617
	Iteration 31Q: 3 clusters Score -3.632586e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 255085 members 
Entering Unmasked Estep 
Score: -36328308.000000 Penalty: 6320.557617
	Iteration 32Q: 3 clusters Score -3.632831e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 255194 members 
Entering Unmasked Estep 
Score: -36329972.000000 Penalty: 6320.557617
	Iteration 33Q: 3 clusters Score -3.632997e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 255590 members 
Entering Unmasked Estep 
Score: -36331080.000000 Penalty: 6320.557617
	Iteration 34Q: 3 clusters Score -3.633108e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 256115 members 
Entering Unmasked Estep 
Score: -36331680.000000 Penalty: 6320.557617
	Iteration 35Q: 3 clusters Score -3.633168e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 256770 members 
Entering Unmasked Estep 
Score: -36332040.000000 Penalty: 6320.557617
	Iteration 36Q: 3 clusters Score -3.633204e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 257530 members 
Entering Unmasked Estep 
Score: -36332364.000000 Penalty: 6320.557617
	Iteration 37Q: 3 clusters Score -3.633236e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 258329 members 
Entering Unmasked Estep 
Score: -36332568.000000 Penalty: 6320.557617
	Iteration 38Q: 3 clusters Score -3.633257e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 259210 members 
Entering Unmasked Estep 
Score: -36332628.000000 Penalty: 6320.557617
	Iteration 39Q: 3 clusters Score -3.633263e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 260032 members 
Entering Unmasked Estep 
Score: -36333760.000000 Penalty: 6320.557617
	Iteration 40F: 3 clusters Score -3.633376e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 260172 members 
Entering Unmasked Estep 
Score: -36334024.000000 Penalty: 6320.557617
	Iteration 41Q: 3 clusters Score -3.633402e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 260467 members 
Entering Unmasked Estep 
Score: -36334192.000000 Penalty: 6320.557617
	Iteration 42Q: 3 clusters Score -3.633419e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 260836 members 
Entering Unmasked Estep 
Score: -36334212.000000 Penalty: 6320.557617
	Iteration 43Q: 3 clusters Score -3.633421e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 261269 members 
Entering Unmasked Estep 
Score: -36334228.000000 Penalty: 6320.557617
	Iteration 44Q: 3 clusters Score -3.633423e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 261721 members 
Entering Unmasked Estep 
Score: -36334360.000000 Penalty: 6320.557617
	Iteration 45Q: 3 clusters Score -3.633436e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 262229 members 
Entering Unmasked Estep 
Score: -36334516.000000 Penalty: 6320.557617
	Iteration 46Q: 3 clusters Score -3.633452e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 262735 members 
Entering Unmasked Estep 
Score: -36334608.000000 Penalty: 6320.557617
	Iteration 47Q: 3 clusters Score -3.633461e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 263218 members 
Entering Unmasked Estep 
Score: -36334624.000000 Penalty: 6320.557617
	Iteration 48Q: 3 clusters Score -3.633462e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 263699 members 
Entering Unmasked Estep 
Score: -36334684.000000 Penalty: 6320.557617
	Iteration 49Q: 3 clusters Score -3.633468e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 264143 members 
Entering Unmasked Estep 
Score: -36334732.000000 Penalty: 6320.557617
	Iteration 50Q: 3 clusters Score -3.633473e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 264594 members 
Entering Unmasked Estep 
Score: -36334680.000000 Penalty: 6320.557617
	Iteration 51Q: 3 clusters Score -3.633468e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 265071 members 
Entering Unmasked Estep 
Score: -36334756.000000 Penalty: 6320.557617
	Iteration 52Q: 3 clusters Score -3.633476e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 265578 members 
Entering Unmasked Estep 
Score: -36334772.000000 Penalty: 6320.557617
	Iteration 53Q: 3 clusters Score -3.633477e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 266050 members 
Entering Unmasked Estep 
Score: -36334804.000000 Penalty: 6320.557617
	Iteration 54Q: 3 clusters Score -3.63348e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 266505 members 
Entering Unmasked Estep 
Score: -36334824.000000 Penalty: 6320.557617
	Iteration 55Q: 3 clusters Score -3.633482e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 266953 members 
Entering Unmasked Estep 
Score: -36334904.000000 Penalty: 6320.557617
	Iteration 56Q: 3 clusters Score -3.63349e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 267371 members 
Entering Unmasked Estep 
Score: -36334960.000000 Penalty: 6320.557617
	Iteration 57Q: 3 clusters Score -3.633496e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 267801 members 
Entering Unmasked Estep 
Score: -36334952.000000 Penalty: 6320.557617
	Iteration 58Q: 3 clusters Score -3.633495e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 268225 members 
Entering Unmasked Estep 
Score: -36334968.000000 Penalty: 6320.557617
	Iteration 59Q: 3 clusters Score -3.633497e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 268666 members 
Entering Unmasked Estep 
Score: -36335008.000000 Penalty: 6320.557617
	Iteration 60F: 3 clusters Score -3.633501e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 269078 members 
Entering Unmasked Estep 
Score: -36334984.000000 Penalty: 6320.557617
	Iteration 61Q: 3 clusters Score -3.633498e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 269528 members 
Entering Unmasked Estep 
Score: -36334936.000000 Penalty: 6320.557617
	Iteration 62Q: 3 clusters Score -3.633494e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 269967 members 
Entering Unmasked Estep 
Score: -36334980.000000 Penalty: 6320.557617
	Iteration 63Q: 3 clusters Score -3.633498e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 270413 members 
Entering Unmasked Estep 
Score: -36335060.000000 Penalty: 6320.557617
	Iteration 64Q: 3 clusters Score -3.633506e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 270824 members 
Entering Unmasked Estep 
Score: -36335036.000000 Penalty: 6320.557617
	Iteration 65Q: 3 clusters Score -3.633504e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 271221 members 
Entering Unmasked Estep 
Score: -36335068.000000 Penalty: 6320.557617
	Iteration 66Q: 3 clusters Score -3.633507e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 271601 members 
Entering Unmasked Estep 
Score: -36335084.000000 Penalty: 6320.557617
	Iteration 67Q: 3 clusters Score -3.633508e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 272007 members 
Entering Unmasked Estep 
Score: -36335152.000000 Penalty: 6320.557617
	Iteration 68Q: 3 clusters Score -3.633515e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 272404 members 
Entering Unmasked Estep 
Score: -36335080.000000 Penalty: 6320.557617
	Iteration 69Q: 3 clusters Score -3.633508e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 272788 members 
Entering Unmasked Estep 
Score: -36335180.000000 Penalty: 6320.557617
	Iteration 70Q: 3 clusters Score -3.633518e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 273175 members 
Entering Unmasked Estep 
Score: -36335228.000000 Penalty: 6320.557617
	Iteration 71Q: 3 clusters Score -3.633523e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 273565 members 
Entering Unmasked Estep 
Score: -36335316.000000 Penalty: 6320.557617
	Iteration 72Q: 3 clusters Score -3.633532e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 273955 members 
Entering Unmasked Estep 
Score: -36335336.000000 Penalty: 6320.557617
	Iteration 73Q: 3 clusters Score -3.633534e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 274344 members 
Entering Unmasked Estep 
Score: -36335356.000000 Penalty: 6320.557617
	Iteration 74Q: 3 clusters Score -3.633536e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 274730 members 
Entering Unmasked Estep 
Score: -36335340.000000 Penalty: 6320.557617
	Iteration 75Q: 3 clusters Score -3.633534e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 275098 members 
Entering Unmasked Estep 
Score: -36335300.000000 Penalty: 6320.557617
	Iteration 76Q: 3 clusters Score -3.63353e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 275446 members 
Entering Unmasked Estep 
Score: -36335304.000000 Penalty: 6320.557617
	Iteration 77Q: 3 clusters Score -3.63353e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 275801 members 
Entering Unmasked Estep 
Score: -36335268.000000 Penalty: 6320.557617
	Iteration 78Q: 3 clusters Score -3.633527e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 276170 members 
Entering Unmasked Estep 
Score: -36335244.000000 Penalty: 6320.557617
	Iteration 79Q: 3 clusters Score -3.633524e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 276531 members 
Entering Unmasked Estep 
Score: -36335288.000000 Penalty: 6320.557617
	Iteration 80F: 3 clusters Score -3.633529e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 276878 members 
Entering Unmasked Estep 
Score: -36335336.000000 Penalty: 6320.557617
	Iteration 81Q: 3 clusters Score -3.633534e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 277223 members 
Entering Unmasked Estep 
Score: -36335424.000000 Penalty: 6320.557617
	Iteration 82Q: 3 clusters Score -3.633542e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 277573 members 
Entering Unmasked Estep 
Score: -36335344.000000 Penalty: 6320.557617
	Iteration 83Q: 3 clusters Score -3.633534e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 277948 members 
Entering Unmasked Estep 
Score: -36335356.000000 Penalty: 6320.557617
	Iteration 84Q: 3 clusters Score -3.633536e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 278321 members 
Entering Unmasked Estep 
Score: -36335380.000000 Penalty: 6320.557617
	Iteration 85Q: 3 clusters Score -3.633538e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 278673 members 
Entering Unmasked Estep 
Score: -36335428.000000 Penalty: 6320.557617
	Iteration 86Q: 3 clusters Score -3.633543e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 278992 members 
Entering Unmasked Estep 
Score: -36335468.000000 Penalty: 6320.557617
	Iteration 87Q: 3 clusters Score -3.633547e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 279314 members 
Entering Unmasked Estep 
Score: -36335480.000000 Penalty: 6320.557617
	Iteration 88Q: 3 clusters Score -3.633548e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 279604 members 
Entering Unmasked Estep 
Score: -36335508.000000 Penalty: 6320.557617
	Iteration 89Q: 3 clusters Score -3.633551e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 279887 members 
Entering Unmasked Estep 
Score: -36335488.000000 Penalty: 6320.557617
	Iteration 90Q: 3 clusters Score -3.633549e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 280166 members 
Entering Unmasked Estep 
Score: -36335480.000000 Penalty: 6320.557617
	Iteration 91Q: 3 clusters Score -3.633548e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 280447 members 
Entering Unmasked Estep 
Score: -36335436.000000 Penalty: 6320.557617
	Iteration 92Q: 3 clusters Score -3.633544e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 280690 members 
Entering Unmasked Estep 
Score: -36335396.000000 Penalty: 6320.557617
	Iteration 93Q: 3 clusters Score -3.63354e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 280928 members 
Entering Unmasked Estep 
Score: -36335512.000000 Penalty: 6320.557617
	Iteration 94Q: 3 clusters Score -3.633551e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 281144 members 
Entering Unmasked Estep 
Score: -36335564.000000 Penalty: 6320.557617
	Iteration 95Q: 3 clusters Score -3.633556e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 281361 members 
Entering Unmasked Estep 
Score: -36335608.000000 Penalty: 6320.557617
	Iteration 96Q: 3 clusters Score -3.633561e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 281561 members 
Entering Unmasked Estep 
Score: -36335628.000000 Penalty: 6320.557617
	Iteration 97Q: 3 clusters Score -3.633563e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 281745 members 
Entering Unmasked Estep 
Score: -36335592.000000 Penalty: 6320.557617
	Iteration 98Q: 3 clusters Score -3.633559e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 281919 members 
Entering Unmasked Estep 
Score: -36335624.000000 Penalty: 6320.557617
	Iteration 99Q: 3 clusters Score -3.633562e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 282090 members 
Entering Unmasked Estep 
Score: -36335564.000000 Penalty: 6320.557617
	Iteration 100F: 3 clusters Score -3.633556e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 282257 members 
Entering Unmasked Estep 
Score: -36335568.000000 Penalty: 6320.557617
	Iteration 101Q: 3 clusters Score -3.633557e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 282411 members 
Entering Unmasked Estep 
Score: -36335612.000000 Penalty: 6320.557617
	Iteration 102Q: 3 clusters Score -3.633561e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 282569 members 
Entering Unmasked Estep 
Score: -36335604.000000 Penalty: 6320.557617
	Iteration 103Q: 3 clusters Score -3.63356e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 282723 members 
Entering Unmasked Estep 
Score: -36335584.000000 Penalty: 6320.557617
	Iteration 104Q: 3 clusters Score -3.633558e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 282860 members 
Entering Unmasked Estep 
Score: -36335520.000000 Penalty: 6320.557617
	Iteration 105Q: 3 clusters Score -3.633552e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 282997 members 
Entering Unmasked Estep 
Score: -36335508.000000 Penalty: 6320.557617
	Iteration 106Q: 3 clusters Score -3.633551e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 283143 members 
Entering Unmasked Estep 
Score: -36335504.000000 Penalty: 6320.557617
	Iteration 107Q: 3 clusters Score -3.63355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 283287 members 
Entering Unmasked Estep 
Score: -36335532.000000 Penalty: 6320.557617
	Iteration 108Q: 3 clusters Score -3.633553e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 283417 members 
Entering Unmasked Estep 
Score: -36335532.000000 Penalty: 6320.557617
	Iteration 109Q: 3 clusters Score -3.633553e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 283528 members 
Entering Unmasked Estep 
Score: -36335484.000000 Penalty: 6320.557617
	Iteration 110Q: 3 clusters Score -3.633548e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 283641 members 
Entering Unmasked Estep 
Score: -36335568.000000 Penalty: 6320.557617
	Iteration 111Q: 3 clusters Score -3.633557e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 283745 members 
Entering Unmasked Estep 
Score: -36335576.000000 Penalty: 6320.557617
	Iteration 112Q: 3 clusters Score -3.633558e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 283854 members 
Entering Unmasked Estep 
Score: -36335560.000000 Penalty: 6320.557617
	Iteration 113Q: 3 clusters Score -3.633556e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 283959 members 
Entering Unmasked Estep 
Score: -36335544.000000 Penalty: 6320.557617
	Iteration 114Q: 3 clusters Score -3.633554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 284054 members 
Entering Unmasked Estep 
Score: -36335568.000000 Penalty: 6320.557617
	Iteration 115Q: 3 clusters Score -3.633557e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 284152 members 
Entering Unmasked Estep 
Score: -36335564.000000 Penalty: 6320.557617
	Iteration 116Q: 3 clusters Score -3.633556e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 284253 members 
Entering Unmasked Estep 
Score: -36335616.000000 Penalty: 6320.557617
	Iteration 117Q: 3 clusters Score -3.633562e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 284371 members 
Entering Unmasked Estep 
Score: -36335596.000000 Penalty: 6320.557617
	Iteration 118Q: 3 clusters Score -3.63356e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 284483 members 
Entering Unmasked Estep 
Score: -36335640.000000 Penalty: 6320.557617
	Iteration 119Q: 3 clusters Score -3.633564e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 284610 members 
Entering Unmasked Estep 
Score: -36335692.000000 Penalty: 6320.557617
	Iteration 120F: 3 clusters Score -3.633569e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 284731 members 
Entering Unmasked Estep 
Score: -36335708.000000 Penalty: 6320.557617
	Iteration 121Q: 3 clusters Score -3.633571e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 284851 members 
Entering Unmasked Estep 
Score: -36335716.000000 Penalty: 6320.557617
	Iteration 122Q: 3 clusters Score -3.633572e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 284969 members 
Entering Unmasked Estep 
Score: -36335788.000000 Penalty: 6320.557617
	Iteration 123Q: 3 clusters Score -3.633579e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 285068 members 
Entering Unmasked Estep 
Score: -36335740.000000 Penalty: 6320.557617
	Iteration 124Q: 3 clusters Score -3.633574e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 285142 members 
Entering Unmasked Estep 
Score: -36335768.000000 Penalty: 6320.557617
	Iteration 125Q: 3 clusters Score -3.633577e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 285216 members 
Entering Unmasked Estep 
Score: -36335752.000000 Penalty: 6320.557617
	Iteration 126Q: 3 clusters Score -3.633575e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 285286 members 
Entering Unmasked Estep 
Score: -36335748.000000 Penalty: 6320.557617
	Iteration 127Q: 3 clusters Score -3.633575e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 285350 members 
Entering Unmasked Estep 
Score: -36335768.000000 Penalty: 6320.557617
	Iteration 128Q: 3 clusters Score -3.633577e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 285406 members 
Entering Unmasked Estep 
Score: -36335768.000000 Penalty: 6320.557617
	Iteration 129Q: 3 clusters Score -3.633577e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 285466 members 
Entering Unmasked Estep 
Score: -36335768.000000 Penalty: 6320.557617
	Iteration 130Q: 3 clusters Score -3.633577e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 285539 members 
Entering Unmasked Estep 
Score: -36335712.000000 Penalty: 6320.557617
	Iteration 131Q: 3 clusters Score -3.633571e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 285629 members 
Entering Unmasked Estep 
Score: -36335728.000000 Penalty: 6320.557617
	Iteration 132Q: 3 clusters Score -3.633573e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 285720 members 
Entering Unmasked Estep 
Score: -36335700.000000 Penalty: 6320.557617
	Iteration 133Q: 3 clusters Score -3.63357e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 285800 members 
Entering Unmasked Estep 
Score: -36335752.000000 Penalty: 6320.557617
	Iteration 134Q: 3 clusters Score -3.633575e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 285890 members 
Entering Unmasked Estep 
Score: -36335756.000000 Penalty: 6320.557617
	Iteration 135Q: 3 clusters Score -3.633576e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 285982 members 
Entering Unmasked Estep 
Score: -36335768.000000 Penalty: 6320.557617
	Iteration 136Q: 3 clusters Score -3.633577e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 286066 members 
Entering Unmasked Estep 
Score: -36335708.000000 Penalty: 6320.557617
	Iteration 137Q: 3 clusters Score -3.633571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 286155 members 
Entering Unmasked Estep 
Score: -36335704.000000 Penalty: 6320.557617
	Iteration 138Q: 3 clusters Score -3.63357e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 286237 members 
Entering Unmasked Estep 
Score: -36335728.000000 Penalty: 6320.557617
	Iteration 139Q: 3 clusters Score -3.633573e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 286332 members 
Entering Unmasked Estep 
Score: -36335720.000000 Penalty: 6320.557617
	Iteration 140F: 3 clusters Score -3.633572e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 286413 members 
Entering Unmasked Estep 
Score: -36335740.000000 Penalty: 6320.557617
	Iteration 141Q: 3 clusters Score -3.633574e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 286500 members 
Entering Unmasked Estep 
Score: -36335712.000000 Penalty: 6320.557617
	Iteration 142Q: 3 clusters Score -3.633571e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 286588 members 
Entering Unmasked Estep 
Score: -36335764.000000 Penalty: 6320.557617
	Iteration 143Q: 3 clusters Score -3.633576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 286659 members 
Entering Unmasked Estep 
Score: -36335684.000000 Penalty: 6320.557617
	Iteration 144Q: 3 clusters Score -3.633568e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 286739 members 
Entering Unmasked Estep 
Score: -36335736.000000 Penalty: 6320.557617
	Iteration 145Q: 3 clusters Score -3.633574e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 286806 members 
Entering Unmasked Estep 
Score: -36335724.000000 Penalty: 6320.557617
	Iteration 146Q: 3 clusters Score -3.633572e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 286866 members 
Entering Unmasked Estep 
Score: -36335712.000000 Penalty: 6320.557617
	Iteration 147Q: 3 clusters Score -3.633571e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 286916 members 
Entering Unmasked Estep 
Score: -36335780.000000 Penalty: 6320.557617
	Iteration 148Q: 3 clusters Score -3.633578e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 286965 members 
Entering Unmasked Estep 
Score: -36335748.000000 Penalty: 6320.557617
	Iteration 149Q: 3 clusters Score -3.633575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 287010 members 
Entering Unmasked Estep 
Score: -36335756.000000 Penalty: 6320.557617
	Iteration 150Q: 3 clusters Score -3.633576e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 287052 members 
Entering Unmasked Estep 
Score: -36335776.000000 Penalty: 6320.557617
	Iteration 151Q: 3 clusters Score -3.633578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 287092 members 
Entering Unmasked Estep 
Score: -36335796.000000 Penalty: 6320.557617
	Iteration 152Q: 3 clusters Score -3.63358e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 287141 members 
Entering Unmasked Estep 
Score: -36335772.000000 Penalty: 6320.557617
	Iteration 153Q: 3 clusters Score -3.633577e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 287190 members 
Entering Unmasked Estep 
Score: -36335784.000000 Penalty: 6320.557617
	Iteration 154Q: 3 clusters Score -3.633578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 287235 members 
Entering Unmasked Estep 
Score: -36335836.000000 Penalty: 6320.557617
	Iteration 155Q: 3 clusters Score -3.633584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 287282 members 
Entering Unmasked Estep 
Score: -36335840.000000 Penalty: 6320.557617
	Iteration 156Q: 3 clusters Score -3.633584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 287330 members 
Entering Unmasked Estep 
Score: -36335840.000000 Penalty: 6320.557617
	Iteration 157Q: 3 clusters Score -3.633584e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 287396 members 
Entering Unmasked Estep 
Score: -36335848.000000 Penalty: 6320.557617
	Iteration 158Q: 3 clusters Score -3.633585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 287452 members 
Entering Unmasked Estep 
Score: -36335876.000000 Penalty: 6320.557617
	Iteration 159Q: 3 clusters Score -3.633588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 287500 members 
Entering Unmasked Estep 
Score: -36335860.000000 Penalty: 6320.557617
	Iteration 160F: 3 clusters Score -3.633586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 287542 members 
Entering Unmasked Estep 
Score: -36335836.000000 Penalty: 6320.557617
	Iteration 161Q: 3 clusters Score -3.633584e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 287580 members 
Entering Unmasked Estep 
Score: -36335840.000000 Penalty: 6320.557617
	Iteration 162Q: 3 clusters Score -3.633584e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 287630 members 
Entering Unmasked Estep 
Score: -36335828.000000 Penalty: 6320.557617
	Iteration 163Q: 3 clusters Score -3.633583e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 287677 members 
Entering Unmasked Estep 
Score: -36335820.000000 Penalty: 6320.557617
	Iteration 164Q: 3 clusters Score -3.633582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 287726 members 
Entering Unmasked Estep 
Score: -36335740.000000 Penalty: 6320.557617
	Iteration 165Q: 3 clusters Score -3.633574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 287768 members 
Entering Unmasked Estep 
Score: -36335776.000000 Penalty: 6320.557617
	Iteration 166Q: 3 clusters Score -3.633578e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 287799 members 
Entering Unmasked Estep 
Score: -36335744.000000 Penalty: 6320.557617
	Iteration 167Q: 3 clusters Score -3.633574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 287826 members 
Entering Unmasked Estep 
Score: -36335724.000000 Penalty: 6320.557617
	Iteration 168Q: 3 clusters Score -3.633572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 287866 members 
Entering Unmasked Estep 
Score: -36335732.000000 Penalty: 6320.557617
	Iteration 169Q: 3 clusters Score -3.633573e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 287912 members 
Entering Unmasked Estep 
Score: -36335728.000000 Penalty: 6320.557617
	Iteration 170Q: 3 clusters Score -3.633573e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 287952 members 
Entering Unmasked Estep 
Score: -36335708.000000 Penalty: 6320.557617
	Iteration 171Q: 3 clusters Score -3.633571e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 287999 members 
Entering Unmasked Estep 
Score: -36335712.000000 Penalty: 6320.557617
	Iteration 172Q: 3 clusters Score -3.633571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 288043 members 
Entering Unmasked Estep 
Score: -36335716.000000 Penalty: 6320.557617
	Iteration 173Q: 3 clusters Score -3.633572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 288077 members 
Entering Unmasked Estep 
Score: -36335728.000000 Penalty: 6320.557617
	Iteration 174Q: 3 clusters Score -3.633573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 288110 members 
Entering Unmasked Estep 
Score: -36335732.000000 Penalty: 6320.557617
	Iteration 175Q: 3 clusters Score -3.633573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 288146 members 
Entering Unmasked Estep 
Score: -36335720.000000 Penalty: 6320.557617
	Iteration 176Q: 3 clusters Score -3.633572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 288181 members 
Entering Unmasked Estep 
Score: -36335676.000000 Penalty: 6320.557617
	Iteration 177Q: 3 clusters Score -3.633568e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 288215 members 
Entering Unmasked Estep 
Score: -36335688.000000 Penalty: 6320.557617
	Iteration 178Q: 3 clusters Score -3.633569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 288258 members 
Entering Unmasked Estep 
Score: -36335688.000000 Penalty: 6320.557617
	Iteration 179Q: 3 clusters Score -3.633569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 288297 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 180F: 3 clusters Score -3.633567e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 288333 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 181Q: 3 clusters Score -3.633567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 288370 members 
Entering Unmasked Estep 
Score: -36335708.000000 Penalty: 6320.557617
	Iteration 182Q: 3 clusters Score -3.633571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 288413 members 
Entering Unmasked Estep 
Score: -36335688.000000 Penalty: 6320.557617
	Iteration 183Q: 3 clusters Score -3.633569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 288462 members 
Entering Unmasked Estep 
Score: -36335724.000000 Penalty: 6320.557617
	Iteration 184Q: 3 clusters Score -3.633572e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 288520 members 
Entering Unmasked Estep 
Score: -36335724.000000 Penalty: 6320.557617
	Iteration 185Q: 3 clusters Score -3.633572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 288577 members 
Entering Unmasked Estep 
Score: -36335696.000000 Penalty: 6320.557617
	Iteration 186Q: 3 clusters Score -3.63357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 288631 members 
Entering Unmasked Estep 
Score: -36335704.000000 Penalty: 6320.557617
	Iteration 187Q: 3 clusters Score -3.63357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 288681 members 
Entering Unmasked Estep 
Score: -36335720.000000 Penalty: 6320.557617
	Iteration 188Q: 3 clusters Score -3.633572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 288725 members 
Entering Unmasked Estep 
Score: -36335712.000000 Penalty: 6320.557617
	Iteration 189Q: 3 clusters Score -3.633571e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 288765 members 
Entering Unmasked Estep 
Score: -36335716.000000 Penalty: 6320.557617
	Iteration 190Q: 3 clusters Score -3.633572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 288805 members 
Entering Unmasked Estep 
Score: -36335676.000000 Penalty: 6320.557617
	Iteration 191Q: 3 clusters Score -3.633568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 288838 members 
Entering Unmasked Estep 
Score: -36335676.000000 Penalty: 6320.557617
	Iteration 192Q: 3 clusters Score -3.633568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 288873 members 
Entering Unmasked Estep 
Score: -36335644.000000 Penalty: 6320.557617
	Iteration 193Q: 3 clusters Score -3.633564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 288903 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 194Q: 3 clusters Score -3.633566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 288938 members 
Entering Unmasked Estep 
Score: -36335644.000000 Penalty: 6320.557617
	Iteration 195Q: 3 clusters Score -3.633564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 288963 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 196Q: 3 clusters Score -3.633566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 288981 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 197Q: 3 clusters Score -3.633566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 289001 members 
Entering Unmasked Estep 
Score: -36335640.000000 Penalty: 6320.557617
	Iteration 198Q: 3 clusters Score -3.633564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 289029 members 
Entering Unmasked Estep 
Score: -36335680.000000 Penalty: 6320.557617
	Iteration 199Q: 3 clusters Score -3.633568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 289062 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 200F: 3 clusters Score -3.633566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 289092 members 
Entering Unmasked Estep 
Score: -36335688.000000 Penalty: 6320.557617
	Iteration 201Q: 3 clusters Score -3.633569e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 289119 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 202Q: 3 clusters Score -3.633566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 289146 members 
Entering Unmasked Estep 
Score: -36335660.000000 Penalty: 6320.557617
	Iteration 203Q: 3 clusters Score -3.633566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 289172 members 
Entering Unmasked Estep 
Score: -36335652.000000 Penalty: 6320.557617
	Iteration 204Q: 3 clusters Score -3.633565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 289194 members 
Entering Unmasked Estep 
Score: -36335680.000000 Penalty: 6320.557617
	Iteration 205Q: 3 clusters Score -3.633568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 289210 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 206Q: 3 clusters Score -3.633567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 289220 members 
Entering Unmasked Estep 
Score: -36335708.000000 Penalty: 6320.557617
	Iteration 207Q: 3 clusters Score -3.633571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 289233 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 208Q: 3 clusters Score -3.633566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 289241 members 
Entering Unmasked Estep 
Score: -36335684.000000 Penalty: 6320.557617
	Iteration 209Q: 3 clusters Score -3.633568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 289248 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 210Q: 3 clusters Score -3.633567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 289254 members 
Entering Unmasked Estep 
Score: -36335684.000000 Penalty: 6320.557617
	Iteration 211Q: 3 clusters Score -3.633568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 289258 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 212Q: 3 clusters Score -3.633566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 289271 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 213Q: 3 clusters Score -3.633567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 289288 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 214Q: 3 clusters Score -3.633567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 289303 members 
Entering Unmasked Estep 
Score: -36335692.000000 Penalty: 6320.557617
	Iteration 215Q: 3 clusters Score -3.633569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 289317 members 
Entering Unmasked Estep 
Score: -36335688.000000 Penalty: 6320.557617
	Iteration 216Q: 3 clusters Score -3.633569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 289332 members 
Entering Unmasked Estep 
Score: -36335688.000000 Penalty: 6320.557617
	Iteration 217Q: 3 clusters Score -3.633569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 289345 members 
Entering Unmasked Estep 
Score: -36335716.000000 Penalty: 6320.557617
	Iteration 218Q: 3 clusters Score -3.633572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 289356 members 
Entering Unmasked Estep 
Score: -36335708.000000 Penalty: 6320.557617
	Iteration 219Q: 3 clusters Score -3.633571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 289363 members 
Entering Unmasked Estep 
Score: -36335692.000000 Penalty: 6320.557617
	Iteration 220F: 3 clusters Score -3.633569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 289373 members 
Entering Unmasked Estep 
Score: -36335676.000000 Penalty: 6320.557617
	Iteration 221Q: 3 clusters Score -3.633568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 289379 members 
Entering Unmasked Estep 
Score: -36335680.000000 Penalty: 6320.557617
	Iteration 222Q: 3 clusters Score -3.633568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 289381 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 223Q: 3 clusters Score -3.633567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 289386 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 224Q: 3 clusters Score -3.633566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 289390 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 225Q: 3 clusters Score -3.633566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 289394 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 226Q: 3 clusters Score -3.633566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 289400 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 227Q: 3 clusters Score -3.633567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 289407 members 
Entering Unmasked Estep 
Score: -36335652.000000 Penalty: 6320.557617
	Iteration 228Q: 3 clusters Score -3.633565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 289417 members 
Entering Unmasked Estep 
Score: -36335668.000000 Penalty: 6320.557617
	Iteration 229Q: 3 clusters Score -3.633567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 289426 members 
Entering Unmasked Estep 
Score: -36335672.000000 Penalty: 6320.557617
	Iteration 230Q: 3 clusters Score -3.633567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 289438 members 
Entering Unmasked Estep 
Score: -36335696.000000 Penalty: 6320.557617
	Iteration 231Q: 3 clusters Score -3.63357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 289454 members 
Entering Unmasked Estep 
Score: -36335696.000000 Penalty: 6320.557617
	Iteration 232Q: 3 clusters Score -3.63357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 289474 members 
Entering Unmasked Estep 
Score: -36335680.000000 Penalty: 6320.557617
	Iteration 233Q: 3 clusters Score -3.633568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 289490 members 
Entering Unmasked Estep 
Score: -36335684.000000 Penalty: 6320.557617
	Iteration 234Q: 3 clusters Score -3.633568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 289508 members 
Entering Unmasked Estep 
Score: -36335676.000000 Penalty: 6320.557617
	Iteration 235Q: 3 clusters Score -3.633568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 289524 members 
Entering Unmasked Estep 
Score: -36335676.000000 Penalty: 6320.557617
	Iteration 236Q: 3 clusters Score -3.633568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 289536 members 
Entering Unmasked Estep 
Score: -36335644.000000 Penalty: 6320.557617
	Iteration 237Q: 3 clusters Score -3.633564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 289542 members 
Entering Unmasked Estep 
Score: -36335652.000000 Penalty: 6320.557617
	Iteration 238Q: 3 clusters Score -3.633565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 289547 members 
Entering Unmasked Estep 
Score: -36335660.000000 Penalty: 6320.557617
	Iteration 239Q: 3 clusters Score -3.633566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 289550 members 
Entering Unmasked Estep 
Score: -36335652.000000 Penalty: 6320.557617
	Iteration 240F: 3 clusters Score -3.633565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 289554 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 241Q: 3 clusters Score -3.633566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 289560 members 
Entering Unmasked Estep 
Score: -36335664.000000 Penalty: 6320.557617
	Iteration 242Q: 3 clusters Score -3.633566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 289570 members 
Entering Unmasked Estep 
Score: -36335648.000000 Penalty: 6320.557617
	Iteration 243Q: 3 clusters Score -3.633565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 289578 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 244Q: 3 clusters Score -3.633566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 289581 members 
Entering Unmasked Estep 
Score: -36335644.000000 Penalty: 6320.557617
	Iteration 245Q: 3 clusters Score -3.633564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 289583 members 
Entering Unmasked Estep 
Score: -36335636.000000 Penalty: 6320.557617
	Iteration 246Q: 3 clusters Score -3.633564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 289585 members 
Entering Unmasked Estep 
Score: -36335640.000000 Penalty: 6320.557617
	Iteration 247Q: 3 clusters Score -3.633564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 289586 members 
Entering Unmasked Estep 
Score: -36335640.000000 Penalty: 6320.557617
	Iteration 248Q: 3 clusters Score -3.633564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 289587 members 
Entering Unmasked Estep 
Score: -36335656.000000 Penalty: 6320.557617
	Iteration 249Q: 3 clusters Score -3.633566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 289589 members 
Entering Unmasked Estep 
Score: -36335648.000000 Penalty: 6320.557617
	Iteration 250Q: 3 clusters Score -3.633565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 289590 members 
Entering Unmasked Estep 
Score: -36335644.000000 Penalty: 6320.557617
	Iteration 251Q: 3 clusters Score -3.633564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 289591 members 
Entering Unmasked Estep 
Score: -36335648.000000 Penalty: 6320.557617
	Iteration 252Q: 3 clusters Score -3.633565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 289592 members 
Entering Unmasked Estep 
Score: -36335660.000000 Penalty: 6320.557617
	Iteration 253Q: 3 clusters Score -3.633566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 289594 members 
Entering Unmasked Estep 
Score: -36335668.000000 Penalty: 6320.557617
	Iteration 254Q: 3 clusters Score -3.633567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 289595 members 
Entering Unmasked Estep 
Score: -36335652.000000 Penalty: 6320.557617
	Iteration 255Q: 3 clusters Score -3.633565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 289595 members 
Entering Unmasked Estep 
Score: -36335652.000000 Penalty: 6320.557617
	Iteration 256F: 3 clusters Score -3.633565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -36089.031250 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -36089.03 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 200 members 
Entering Unmasked Estep 
Score: -34692.546875 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -34692.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34834.691406 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34834.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34914.480469 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -34914.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34957.660156 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34957.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34975.871094 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34975.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34984.582031 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34984.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34992.332031 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34992.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34999.832031 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -34999.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35009.820312 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -35009.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35029.804688 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -35029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35029.804688 Penalty: 2981.588623
	Iteration 10F: 3 clusters Score -35029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13605 members 
Mstep: Class 3 contains 231077 members 
Mstep: Class 4 contains 35387 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21742 members 
Mstep: Class 8 contains 22533 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34475 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 126507 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50762 members 
Mstep: Class 18 contains 15380 members 
Mstep: Class 19 contains 119545 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 63371 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 35396 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342140 members 
Mstep: Class 27 contains 342169 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426400.000000 Penalty: 98863.570312
Iteration 359Q: 29 clusters Score -1.584264e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 231239 members 
Mstep: Class 4 contains 35364 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21729 members 
Mstep: Class 8 contains 22519 members 
Mstep: Class 9 contains 5989 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34453 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 30728 members 
Mstep: Class 15 contains 126496 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50725 members 
Mstep: Class 18 contains 15363 members 
Mstep: Class 19 contains 119333 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 21 contains 63384 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 35451 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342218 members 
Mstep: Class 27 contains 342193 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426400.000000 Penalty: 98863.570312
Iteration 360F: 29 clusters Score -1.584264e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 231396 members 
Mstep: Class 4 contains 35342 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21714 members 
Mstep: Class 8 contains 22499 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34431 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 126478 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50681 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 119124 members 
Mstep: Class 20 contains 14328 members 
Mstep: Class 21 contains 63403 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 35507 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342327 members 
Mstep: Class 27 contains 342184 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426672.000000 Penalty: 98863.570312
Iteration 361Q: 29 clusters Score -1.584267e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 231531 members 
Mstep: Class 4 contains 35324 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21702 members 
Mstep: Class 8 contains 22471 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34411 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 30729 members 
Mstep: Class 15 contains 126473 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50644 members 
Mstep: Class 18 contains 15351 members 
Mstep: Class 19 contains 118942 members 
Mstep: Class 20 contains 14321 members 
Mstep: Class 21 contains 63422 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35551 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342413 members 
Mstep: Class 27 contains 342188 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426656.000000 Penalty: 98863.570312
Iteration 362Q: 29 clusters Score -1.584267e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 231671 members 
Mstep: Class 4 contains 35304 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 22457 members 
Mstep: Class 9 contains 5994 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34400 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 30730 members 
Mstep: Class 15 contains 126459 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50614 members 
Mstep: Class 18 contains 15348 members 
Mstep: Class 19 contains 118787 members 
Mstep: Class 20 contains 14313 members 
Mstep: Class 21 contains 63441 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35582 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342465 members 
Mstep: Class 27 contains 342201 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426672.000000 Penalty: 98863.570312
Iteration 363Q: 29 clusters Score -1.584267e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 231816 members 
Mstep: Class 4 contains 35288 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21682 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34391 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 30730 members 
Mstep: Class 15 contains 126447 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50581 members 
Mstep: Class 18 contains 15348 members 
Mstep: Class 19 contains 118624 members 
Mstep: Class 20 contains 14310 members 
Mstep: Class 21 contains 63453 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35628 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342488 members 
Mstep: Class 27 contains 342213 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426704.000000 Penalty: 98863.570312
Iteration 364Q: 29 clusters Score -1.584267e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 231944 members 
Mstep: Class 4 contains 35270 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21681 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34371 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 30733 members 
Mstep: Class 15 contains 126435 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50536 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 118458 members 
Mstep: Class 20 contains 14308 members 
Mstep: Class 21 contains 63460 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35684 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342548 members 
Mstep: Class 27 contains 342230 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426800.000000 Penalty: 98863.570312
Iteration 365Q: 29 clusters Score -1.584268e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13728 members 
Mstep: Class 3 contains 232082 members 
Mstep: Class 4 contains 35252 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21677 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34361 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 30735 members 
Mstep: Class 15 contains 126418 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50477 members 
Mstep: Class 18 contains 15334 members 
Mstep: Class 19 contains 118310 members 
Mstep: Class 20 contains 14302 members 
Mstep: Class 21 contains 63467 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35759 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342580 members 
Mstep: Class 27 contains 342247 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426784.000000 Penalty: 98863.570312
Iteration 366Q: 29 clusters Score -1.584268e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 232229 members 
Mstep: Class 4 contains 35240 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21668 members 
Mstep: Class 8 contains 22388 members 
Mstep: Class 9 contains 6005 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34357 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 30735 members 
Mstep: Class 15 contains 126406 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 50436 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 118180 members 
Mstep: Class 20 contains 14295 members 
Mstep: Class 21 contains 63476 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 35841 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342586 members 
Mstep: Class 27 contains 342233 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426640.000000 Penalty: 98863.570312
Iteration 367Q: 29 clusters Score -1.584266e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 232395 members 
Mstep: Class 4 contains 35230 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21653 members 
Mstep: Class 8 contains 22371 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34341 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 30735 members 
Mstep: Class 15 contains 126394 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 50385 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 118033 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 21 contains 63489 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 35927 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342574 members 
Mstep: Class 27 contains 342247 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426720.000000 Penalty: 98863.570312
Iteration 368Q: 29 clusters Score -1.584267e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 232560 members 
Mstep: Class 4 contains 35224 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21645 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34330 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 30739 members 
Mstep: Class 15 contains 126385 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50338 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 117890 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 21 contains 63492 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 36002 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342545 members 
Mstep: Class 27 contains 342269 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426848.000000 Penalty: 98863.570312
Iteration 369Q: 29 clusters Score -1.584268e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 232703 members 
Mstep: Class 4 contains 35221 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21634 members 
Mstep: Class 8 contains 22322 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34316 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 30738 members 
Mstep: Class 15 contains 126379 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50296 members 
Mstep: Class 18 contains 15310 members 
Mstep: Class 19 contains 117722 members 
Mstep: Class 20 contains 14280 members 
Mstep: Class 21 contains 63500 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 36066 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342555 members 
Mstep: Class 27 contains 342313 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427040.000000 Penalty: 98863.570312
Iteration 370Q: 29 clusters Score -1.58427e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 232853 members 
Mstep: Class 4 contains 35220 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 22302 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34294 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 30741 members 
Mstep: Class 15 contains 126370 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50252 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 117561 members 
Mstep: Class 20 contains 14278 members 
Mstep: Class 21 contains 63506 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342565 members 
Mstep: Class 27 contains 342344 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426928.000000 Penalty: 98863.570312
Iteration 371Q: 29 clusters Score -1.584269e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 232998 members 
Mstep: Class 4 contains 35219 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 6017 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34267 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 30743 members 
Mstep: Class 15 contains 126380 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50208 members 
Mstep: Class 18 contains 15290 members 
Mstep: Class 19 contains 117382 members 
Mstep: Class 20 contains 14273 members 
Mstep: Class 21 contains 63509 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 36199 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342585 members 
Mstep: Class 27 contains 342379 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426960.000000 Penalty: 98863.570312
Iteration 372Q: 29 clusters Score -1.58427e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13816 members 
Mstep: Class 3 contains 233128 members 
Mstep: Class 4 contains 35217 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 22254 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34230 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 126388 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50172 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 117242 members 
Mstep: Class 20 contains 14267 members 
Mstep: Class 21 contains 63506 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 36266 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342617 members 
Mstep: Class 27 contains 342378 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427024.000000 Penalty: 98863.570312
Iteration 373Q: 29 clusters Score -1.58427e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13826 members 
Mstep: Class 3 contains 233259 members 
Mstep: Class 4 contains 35222 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21594 members 
Mstep: Class 8 contains 22238 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34192 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 30747 members 
Mstep: Class 15 contains 126389 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50134 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 117089 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 63508 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 36322 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342661 members 
Mstep: Class 27 contains 342398 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426784.000000 Penalty: 98863.570312
Iteration 374Q: 29 clusters Score -1.584268e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13840 members 
Mstep: Class 3 contains 233390 members 
Mstep: Class 4 contains 35217 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21580 members 
Mstep: Class 8 contains 22223 members 
Mstep: Class 9 contains 6032 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34158 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 30745 members 
Mstep: Class 15 contains 126379 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50077 members 
Mstep: Class 18 contains 15252 members 
Mstep: Class 19 contains 116933 members 
Mstep: Class 20 contains 14256 members 
Mstep: Class 21 contains 63510 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 36399 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342723 members 
Mstep: Class 27 contains 342422 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426960.000000 Penalty: 98863.570312
Iteration 375Q: 29 clusters Score -1.58427e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13854 members 
Mstep: Class 3 contains 233524 members 
Mstep: Class 4 contains 35216 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21565 members 
Mstep: Class 8 contains 22213 members 
Mstep: Class 9 contains 6035 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34127 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 30747 members 
Mstep: Class 15 contains 126355 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 50028 members 
Mstep: Class 18 contains 15245 members 
Mstep: Class 19 contains 116767 members 
Mstep: Class 20 contains 14245 members 
Mstep: Class 21 contains 63510 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 36476 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342785 members 
Mstep: Class 27 contains 342444 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427312.000000 Penalty: 98863.570312
Iteration 376Q: 29 clusters Score -1.584273e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 233650 members 
Mstep: Class 4 contains 35209 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 22201 members 
Mstep: Class 9 contains 6036 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34098 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 126346 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49982 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 116610 members 
Mstep: Class 20 contains 14239 members 
Mstep: Class 21 contains 63503 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 36565 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342816 members 
Mstep: Class 27 contains 342467 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427280.000000 Penalty: 98863.570312
Iteration 377Q: 29 clusters Score -1.584273e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 233783 members 
Mstep: Class 4 contains 35200 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21545 members 
Mstep: Class 8 contains 22185 members 
Mstep: Class 9 contains 6042 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34075 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 30741 members 
Mstep: Class 15 contains 126332 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49932 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 116452 members 
Mstep: Class 20 contains 14232 members 
Mstep: Class 21 contains 63498 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 36639 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342881 members 
Mstep: Class 27 contains 342465 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426992.000000 Penalty: 98863.570312
Iteration 378Q: 29 clusters Score -1.58427e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 233910 members 
Mstep: Class 4 contains 35198 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21526 members 
Mstep: Class 8 contains 22167 members 
Mstep: Class 9 contains 6042 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34057 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30744 members 
Mstep: Class 15 contains 126321 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49895 members 
Mstep: Class 18 contains 15234 members 
Mstep: Class 19 contains 116312 members 
Mstep: Class 20 contains 14225 members 
Mstep: Class 21 contains 63494 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 36701 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 342937 members 
Mstep: Class 27 contains 342457 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427136.000000 Penalty: 98863.570312
Iteration 379Q: 29 clusters Score -1.584271e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 234038 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21505 members 
Mstep: Class 8 contains 22148 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34034 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 126315 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49845 members 
Mstep: Class 18 contains 15227 members 
Mstep: Class 19 contains 116171 members 
Mstep: Class 20 contains 14215 members 
Mstep: Class 21 contains 63500 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 36767 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343005 members 
Mstep: Class 27 contains 342453 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427104.000000 Penalty: 98863.570312
Iteration 380F: 29 clusters Score -1.584271e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13949 members 
Mstep: Class 3 contains 234165 members 
Mstep: Class 4 contains 35187 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21476 members 
Mstep: Class 8 contains 22132 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 34017 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 126311 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49810 members 
Mstep: Class 18 contains 15220 members 
Mstep: Class 19 contains 116048 members 
Mstep: Class 20 contains 14203 members 
Mstep: Class 21 contains 63503 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 36827 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343053 members 
Mstep: Class 27 contains 342445 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427120.000000 Penalty: 98863.570312
Iteration 381Q: 29 clusters Score -1.584271e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13968 members 
Mstep: Class 3 contains 234284 members 
Mstep: Class 4 contains 35181 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21453 members 
Mstep: Class 8 contains 22123 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33993 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30741 members 
Mstep: Class 15 contains 126316 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49771 members 
Mstep: Class 18 contains 15218 members 
Mstep: Class 19 contains 115925 members 
Mstep: Class 20 contains 14199 members 
Mstep: Class 21 contains 63511 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 36907 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343067 members 
Mstep: Class 27 contains 342432 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427168.000000 Penalty: 98863.570312
Iteration 382Q: 29 clusters Score -1.584272e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 234407 members 
Mstep: Class 4 contains 35175 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21433 members 
Mstep: Class 8 contains 22116 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33973 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30738 members 
Mstep: Class 15 contains 126318 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49738 members 
Mstep: Class 18 contains 15213 members 
Mstep: Class 19 contains 115801 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 63518 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 36972 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343100 members 
Mstep: Class 27 contains 342415 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427232.000000 Penalty: 98863.570312
Iteration 383Q: 29 clusters Score -1.584272e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 234525 members 
Mstep: Class 4 contains 35170 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21422 members 
Mstep: Class 8 contains 22108 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33956 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 126311 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49687 members 
Mstep: Class 18 contains 15203 members 
Mstep: Class 19 contains 115671 members 
Mstep: Class 20 contains 14174 members 
Mstep: Class 21 contains 63530 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 37056 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343131 members 
Mstep: Class 27 contains 342400 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427168.000000 Penalty: 98863.570312
Iteration 384Q: 29 clusters Score -1.584272e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 234645 members 
Mstep: Class 4 contains 35168 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21409 members 
Mstep: Class 8 contains 22099 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33941 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30738 members 
Mstep: Class 15 contains 126308 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49650 members 
Mstep: Class 18 contains 15193 members 
Mstep: Class 19 contains 115568 members 
Mstep: Class 20 contains 14164 members 
Mstep: Class 21 contains 63535 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 37132 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343122 members 
Mstep: Class 27 contains 342403 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427200.000000 Penalty: 98863.570312
Iteration 385Q: 29 clusters Score -1.584272e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 234776 members 
Mstep: Class 4 contains 35166 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21398 members 
Mstep: Class 8 contains 22093 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33920 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30739 members 
Mstep: Class 15 contains 126303 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 115459 members 
Mstep: Class 20 contains 14154 members 
Mstep: Class 21 contains 63530 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 37193 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343103 members 
Mstep: Class 27 contains 342422 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427264.000000 Penalty: 98863.570312
Iteration 386Q: 29 clusters Score -1.584273e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 234888 members 
Mstep: Class 4 contains 35164 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21386 members 
Mstep: Class 8 contains 22084 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33900 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30739 members 
Mstep: Class 15 contains 126293 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 49612 members 
Mstep: Class 18 contains 15178 members 
Mstep: Class 19 contains 115374 members 
Mstep: Class 20 contains 14146 members 
Mstep: Class 21 contains 63524 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 37250 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343071 members 
Mstep: Class 27 contains 342446 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427216.000000 Penalty: 98863.570312
Iteration 387Q: 29 clusters Score -1.584272e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 234987 members 
Mstep: Class 4 contains 35160 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21374 members 
Mstep: Class 8 contains 22071 members 
Mstep: Class 9 contains 6048 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33876 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 126290 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49602 members 
Mstep: Class 18 contains 15174 members 
Mstep: Class 19 contains 115286 members 
Mstep: Class 20 contains 14144 members 
Mstep: Class 21 contains 63521 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 37300 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343043 members 
Mstep: Class 27 contains 342469 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427104.000000 Penalty: 98863.570312
Iteration 388Q: 29 clusters Score -1.584271e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 235076 members 
Mstep: Class 4 contains 35153 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21364 members 
Mstep: Class 8 contains 22061 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33854 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 126283 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49588 members 
Mstep: Class 18 contains 15172 members 
Mstep: Class 19 contains 115176 members 
Mstep: Class 20 contains 14133 members 
Mstep: Class 21 contains 63519 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 37362 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343054 members 
Mstep: Class 27 contains 342487 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427040.000000 Penalty: 98863.570312
Iteration 389Q: 29 clusters Score -1.58427e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14055 members 
Mstep: Class 3 contains 235155 members 
Mstep: Class 4 contains 35144 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21358 members 
Mstep: Class 8 contains 22053 members 
Mstep: Class 9 contains 6045 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33832 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30751 members 
Mstep: Class 15 contains 126264 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49565 members 
Mstep: Class 18 contains 15168 members 
Mstep: Class 19 contains 115082 members 
Mstep: Class 20 contains 14124 members 
Mstep: Class 21 contains 63520 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 37431 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343073 members 
Mstep: Class 27 contains 342508 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427216.000000 Penalty: 98863.570312
Iteration 390Q: 29 clusters Score -1.584272e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 235246 members 
Mstep: Class 4 contains 35135 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 22049 members 
Mstep: Class 9 contains 6045 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33817 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30749 members 
Mstep: Class 15 contains 126252 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49540 members 
Mstep: Class 18 contains 15158 members 
Mstep: Class 19 contains 114982 members 
Mstep: Class 20 contains 14113 members 
Mstep: Class 21 contains 63524 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 37477 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343104 members 
Mstep: Class 27 contains 342529 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427008.000000 Penalty: 98863.570312
Iteration 391Q: 29 clusters Score -1.58427e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14061 members 
Mstep: Class 3 contains 235341 members 
Mstep: Class 4 contains 35126 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21333 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33801 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30752 members 
Mstep: Class 15 contains 126239 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49519 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 114868 members 
Mstep: Class 20 contains 14106 members 
Mstep: Class 21 contains 63522 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 37527 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343139 members 
Mstep: Class 27 contains 342560 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427328.000000 Penalty: 98863.570312
Iteration 392Q: 29 clusters Score -1.584273e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 235451 members 
Mstep: Class 4 contains 35114 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21320 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33776 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 30756 members 
Mstep: Class 15 contains 126221 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49504 members 
Mstep: Class 18 contains 15138 members 
Mstep: Class 19 contains 114766 members 
Mstep: Class 20 contains 14099 members 
Mstep: Class 21 contains 63516 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 37567 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343156 members 
Mstep: Class 27 contains 342598 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427344.000000 Penalty: 98863.570312
Iteration 393Q: 29 clusters Score -1.584273e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14072 members 
Mstep: Class 3 contains 235563 members 
Mstep: Class 4 contains 35098 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21308 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33757 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 30754 members 
Mstep: Class 15 contains 126207 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49491 members 
Mstep: Class 18 contains 15129 members 
Mstep: Class 19 contains 114656 members 
Mstep: Class 20 contains 14092 members 
Mstep: Class 21 contains 63514 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 37616 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343184 members 
Mstep: Class 27 contains 342609 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427280.000000 Penalty: 98863.570312
Iteration 394Q: 29 clusters Score -1.584273e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14077 members 
Mstep: Class 3 contains 235655 members 
Mstep: Class 4 contains 35090 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21302 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33737 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 126192 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49466 members 
Mstep: Class 18 contains 15127 members 
Mstep: Class 19 contains 114535 members 
Mstep: Class 20 contains 14086 members 
Mstep: Class 21 contains 63513 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 37677 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343217 members 
Mstep: Class 27 contains 342630 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427296.000000 Penalty: 98863.570312
Iteration 395Q: 29 clusters Score -1.584273e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14085 members 
Mstep: Class 3 contains 235746 members 
Mstep: Class 4 contains 35081 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21299 members 
Mstep: Class 8 contains 22019 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33716 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 30746 members 
Mstep: Class 15 contains 126185 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49448 members 
Mstep: Class 18 contains 15126 members 
Mstep: Class 19 contains 114425 members 
Mstep: Class 20 contains 14076 members 
Mstep: Class 21 contains 63513 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 37719 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343242 members 
Mstep: Class 27 contains 342649 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426976.000000 Penalty: 98863.570312
Iteration 396Q: 29 clusters Score -1.58427e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14090 members 
Mstep: Class 3 contains 235825 members 
Mstep: Class 4 contains 35070 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 30744 members 
Mstep: Class 15 contains 126181 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49419 members 
Mstep: Class 18 contains 15122 members 
Mstep: Class 19 contains 114318 members 
Mstep: Class 20 contains 14070 members 
Mstep: Class 21 contains 63515 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 37776 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343283 members 
Mstep: Class 27 contains 342658 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427088.000000 Penalty: 98863.570312
Iteration 397Q: 29 clusters Score -1.584271e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 235892 members 
Mstep: Class 4 contains 35059 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21293 members 
Mstep: Class 8 contains 22003 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33681 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 126174 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49391 members 
Mstep: Class 18 contains 15116 members 
Mstep: Class 19 contains 114227 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 21 contains 63513 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 37836 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343313 members 
Mstep: Class 27 contains 342680 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426880.000000 Penalty: 98863.570312
Iteration 398Q: 29 clusters Score -1.584269e+08 nChanged 385
Entering ConstructFrom: 
Score: -158426880.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -120682.195312 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -120682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118554.531250 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -118554.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118878.742188 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -118878.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118971.867188 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -118971.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119050.171875 Penalty: 3542.450195
	Iteration 3Q: 3 clusters Score -119050.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119132.890625 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -119132.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119229.960938 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -119230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119283.648438 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -119283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119322.335938 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -119322.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119353.679688 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -119353.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119376.859375 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -119376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119413.898438 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -119413.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119450.593750 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -119450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119472.804688 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -119472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119486.601562 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -119486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -119492.328125 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -119492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119499.101562 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -119499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119503.523438 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -119503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119504.398438 Penalty: 3542.450195
	Iteration 17Q: 3 clusters Score -119504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119508.593750 Penalty: 3542.450195
	Iteration 18Q: 3 clusters Score -119508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119511.093750 Penalty: 3542.450195
	Iteration 19Q: 3 clusters Score -119511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -119516.492188 Penalty: 3542.450195
	Iteration 20F: 3 clusters Score -119516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119519.609375 Penalty: 3542.450195
	Iteration 21Q: 3 clusters Score -119519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119520.187500 Penalty: 3542.450195
	Iteration 22Q: 3 clusters Score -119520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119520.835938 Penalty: 3542.450195
	Iteration 23Q: 3 clusters Score -119520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119527.468750 Penalty: 3542.450195
	Iteration 24Q: 3 clusters Score -119527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119541.437500 Penalty: 3542.450195
	Iteration 25Q: 3 clusters Score -119541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119549.156250 Penalty: 3542.450195
	Iteration 26Q: 3 clusters Score -119549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119567.906250 Penalty: 3542.450195
	Iteration 27Q: 3 clusters Score -119567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -119591.460938 Penalty: 3542.450195
	Iteration 28Q: 3 clusters Score -119591.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119603.476562 Penalty: 3542.450195
	Iteration 29Q: 3 clusters Score -119603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -119612.453125 Penalty: 3542.450195
	Iteration 30Q: 3 clusters Score -119612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -119617.242188 Penalty: 3542.450195
	Iteration 31Q: 3 clusters Score -119617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -119618.218750 Penalty: 3542.450195
	Iteration 32Q: 3 clusters Score -119618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119620.507812 Penalty: 3542.450195
	Iteration 33Q: 3 clusters Score -119620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119621.734375 Penalty: 3542.450195
	Iteration 34Q: 3 clusters Score -119621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119622.242188 Penalty: 3542.450195
	Iteration 35Q: 3 clusters Score -119622.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119622.242188 Penalty: 3542.450195
	Iteration 36F: 3 clusters Score -119622.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Entering Unmasked Estep 
Score: -1505193.000000 Penalty: 2369.445068
	Iteration 0F: 2 clusters Score -1505193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1494954.875000 Penalty: 4738.890137
	Iteration 0F: 3 clusters Score -1494955 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1497973.625000 Penalty: 4738.890137
	Iteration 1F: 3 clusters Score -1497974 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1498327.875000 Penalty: 4738.890137
	Iteration 2F: 3 clusters Score -1498328 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1498613.500000 Penalty: 4738.890137
	Iteration 3F: 3 clusters Score -1498614 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1498901.375000 Penalty: 4738.890137
	Iteration 4Q: 3 clusters Score -1498901 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1499193.000000 Penalty: 4738.890137
	Iteration 5Q: 3 clusters Score -1499193 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1499568.500000 Penalty: 4738.890137
	Iteration 6Q: 3 clusters Score -1499568 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1500114.375000 Penalty: 4738.890137
	Iteration 7F: 3 clusters Score -1500114 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1500755.625000 Penalty: 4738.890137
	Iteration 8F: 3 clusters Score -1500756 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1501425.000000 Penalty: 4738.890137
	Iteration 9F: 3 clusters Score -1501425 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1502010.500000 Penalty: 4738.890137
	Iteration 10F: 3 clusters Score -1502010 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1502536.250000 Penalty: 4738.890137
	Iteration 11Q: 3 clusters Score -1502536 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1502983.125000 Penalty: 4738.890137
	Iteration 12Q: 3 clusters Score -1502983 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1503354.000000 Penalty: 4738.890137
	Iteration 13Q: 3 clusters Score -1503354 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1503564.750000 Penalty: 4738.890137
	Iteration 14Q: 3 clusters Score -1503565 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1503701.125000 Penalty: 4738.890137
	Iteration 15Q: 3 clusters Score -1503701 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1503763.500000 Penalty: 4738.890137
	Iteration 16Q: 3 clusters Score -1503764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1503789.250000 Penalty: 4738.890137
	Iteration 17Q: 3 clusters Score -1503789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1503804.375000 Penalty: 4738.890137
	Iteration 18Q: 3 clusters Score -1503804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1503811.250000 Penalty: 4738.890137
	Iteration 19Q: 3 clusters Score -1503811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1503820.500000 Penalty: 4738.890137
	Iteration 20F: 3 clusters Score -1503820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1503827.750000 Penalty: 4738.890137
	Iteration 21Q: 3 clusters Score -1503828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1503831.250000 Penalty: 4738.890137
	Iteration 22Q: 3 clusters Score -1503831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1503834.625000 Penalty: 4738.890137
	Iteration 23Q: 3 clusters Score -1503835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1503838.750000 Penalty: 4738.890137
	Iteration 24Q: 3 clusters Score -1503839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1503842.750000 Penalty: 4738.890137
	Iteration 25Q: 3 clusters Score -1503843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1503841.125000 Penalty: 4738.890137
	Iteration 26Q: 3 clusters Score -1503841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1503847.625000 Penalty: 4738.890137
	Iteration 27Q: 3 clusters Score -1503848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1503850.125000 Penalty: 4738.890137
	Iteration 28Q: 3 clusters Score -1503850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1503849.875000 Penalty: 4738.890137
	Iteration 29Q: 3 clusters Score -1503850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1503851.375000 Penalty: 4738.890137
	Iteration 30Q: 3 clusters Score -1503851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1503853.125000 Penalty: 4738.890137
	Iteration 31Q: 3 clusters Score -1503853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1503852.125000 Penalty: 4738.890137
	Iteration 32Q: 3 clusters Score -1503852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1503852.125000 Penalty: 4738.890137
	Iteration 33Q: 3 clusters Score -1503852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1503852.750000 Penalty: 4738.890137
	Iteration 34Q: 3 clusters Score -1503853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1503852.750000 Penalty: 4738.890137
	Iteration 35F: 3 clusters Score -1503853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (235953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Entering Unmasked Estep 
Score: -25118664.000000 Penalty: 3068.104004
	Iteration 0F: 2 clusters Score -2.511866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -24963738.000000 Penalty: 6136.208008
	Iteration 0F: 3 clusters Score -2.496374e+07 nChanged 113613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -25030452.000000 Penalty: 6136.208008
	Iteration 1F: 3 clusters Score -2.503045e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -25032232.000000 Penalty: 6136.208008
	Iteration 2Q: 3 clusters Score -2.503223e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130076 members 
Mstep: Class 2 contains 105877 members 
Entering Unmasked Estep 
Score: -25034542.000000 Penalty: 6136.208008
	Iteration 3Q: 3 clusters Score -2.503454e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -25038454.000000 Penalty: 6136.208008
	Iteration 4Q: 3 clusters Score -2.503845e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -25044256.000000 Penalty: 6136.208008
	Iteration 5F: 3 clusters Score -2.504426e+07 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -25054258.000000 Penalty: 6136.208008
	Iteration 6F: 3 clusters Score -2.505426e+07 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -25067624.000000 Penalty: 6136.208008
	Iteration 7F: 3 clusters Score -2.506762e+07 nChanged 18604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197687 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -25083366.000000 Penalty: 6136.208008
	Iteration 8F: 3 clusters Score -2.508337e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213648 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -25096968.000000 Penalty: 6136.208008
	Iteration 9F: 3 clusters Score -2.509697e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224478 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -25106620.000000 Penalty: 6136.208008
	Iteration 10Q: 3 clusters Score -2.510662e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230559 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -25112150.000000 Penalty: 6136.208008
	Iteration 11Q: 3 clusters Score -2.511215e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233425 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -25114632.000000 Penalty: 6136.208008
	Iteration 12Q: 3 clusters Score -2.511463e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234607 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -25115458.000000 Penalty: 6136.208008
	Iteration 13Q: 3 clusters Score -2.511546e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235034 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25115988.000000 Penalty: 6136.208008
	Iteration 14Q: 3 clusters Score -2.511599e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235192 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -25116132.000000 Penalty: 6136.208008
	Iteration 15Q: 3 clusters Score -2.511613e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235267 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -25116282.000000 Penalty: 6136.208008
	Iteration 16Q: 3 clusters Score -2.511628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235310 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -25116356.000000 Penalty: 6136.208008
	Iteration 17Q: 3 clusters Score -2.511636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235329 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -25116422.000000 Penalty: 6136.208008
	Iteration 18Q: 3 clusters Score -2.511642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -25116490.000000 Penalty: 6136.208008
	Iteration 19Q: 3 clusters Score -2.511649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -25116506.000000 Penalty: 6136.208008
	Iteration 20F: 3 clusters Score -2.511651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235312 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -25116542.000000 Penalty: 6136.208008
	Iteration 21Q: 3 clusters Score -2.511654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235301 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -25116580.000000 Penalty: 6136.208008
	Iteration 22Q: 3 clusters Score -2.511658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235286 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25116598.000000 Penalty: 6136.208008
	Iteration 23Q: 3 clusters Score -2.51166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235274 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -25116604.000000 Penalty: 6136.208008
	Iteration 24Q: 3 clusters Score -2.51166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235269 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -25116624.000000 Penalty: 6136.208008
	Iteration 25Q: 3 clusters Score -2.511662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235257 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -25116642.000000 Penalty: 6136.208008
	Iteration 26Q: 3 clusters Score -2.511664e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235237 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25116700.000000 Penalty: 6136.208008
	Iteration 27Q: 3 clusters Score -2.51167e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235209 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -25116704.000000 Penalty: 6136.208008
	Iteration 28Q: 3 clusters Score -2.51167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235195 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -25116730.000000 Penalty: 6136.208008
	Iteration 29Q: 3 clusters Score -2.511673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235178 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -25116760.000000 Penalty: 6136.208008
	Iteration 30Q: 3 clusters Score -2.511676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -25116750.000000 Penalty: 6136.208008
	Iteration 31Q: 3 clusters Score -2.511675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235150 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -25116780.000000 Penalty: 6136.208008
	Iteration 32Q: 3 clusters Score -2.511678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235126 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25116814.000000 Penalty: 6136.208008
	Iteration 33Q: 3 clusters Score -2.511681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235110 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25116822.000000 Penalty: 6136.208008
	Iteration 34Q: 3 clusters Score -2.511682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235090 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25116834.000000 Penalty: 6136.208008
	Iteration 35Q: 3 clusters Score -2.511683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235076 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -25116862.000000 Penalty: 6136.208008
	Iteration 36Q: 3 clusters Score -2.511686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25116884.000000 Penalty: 6136.208008
	Iteration 37Q: 3 clusters Score -2.511688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235042 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -25116896.000000 Penalty: 6136.208008
	Iteration 38Q: 3 clusters Score -2.51169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235028 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -25116876.000000 Penalty: 6136.208008
	Iteration 39Q: 3 clusters Score -2.511688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235013 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -25116920.000000 Penalty: 6136.208008
	Iteration 40F: 3 clusters Score -2.511692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234999 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -25116934.000000 Penalty: 6136.208008
	Iteration 41Q: 3 clusters Score -2.511693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234984 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -25116946.000000 Penalty: 6136.208008
	Iteration 42Q: 3 clusters Score -2.511695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -25116938.000000 Penalty: 6136.208008
	Iteration 43Q: 3 clusters Score -2.511694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234965 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -25116954.000000 Penalty: 6136.208008
	Iteration 44Q: 3 clusters Score -2.511695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234952 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -25116992.000000 Penalty: 6136.208008
	Iteration 45Q: 3 clusters Score -2.511699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234938 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -25116990.000000 Penalty: 6136.208008
	Iteration 46Q: 3 clusters Score -2.511699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234930 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -25117002.000000 Penalty: 6136.208008
	Iteration 47Q: 3 clusters Score -2.5117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -25117020.000000 Penalty: 6136.208008
	Iteration 48Q: 3 clusters Score -2.511702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -25117010.000000 Penalty: 6136.208008
	Iteration 49Q: 3 clusters Score -2.511701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234918 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -25117010.000000 Penalty: 6136.208008
	Iteration 50Q: 3 clusters Score -2.511701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234909 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -25117030.000000 Penalty: 6136.208008
	Iteration 51Q: 3 clusters Score -2.511703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234901 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -25117044.000000 Penalty: 6136.208008
	Iteration 52Q: 3 clusters Score -2.511704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234896 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25117038.000000 Penalty: 6136.208008
	Iteration 53Q: 3 clusters Score -2.511704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234893 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25117046.000000 Penalty: 6136.208008
	Iteration 54Q: 3 clusters Score -2.511705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234883 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -25117072.000000 Penalty: 6136.208008
	Iteration 55Q: 3 clusters Score -2.511707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234875 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25117080.000000 Penalty: 6136.208008
	Iteration 56Q: 3 clusters Score -2.511708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234870 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -25117086.000000 Penalty: 6136.208008
	Iteration 57Q: 3 clusters Score -2.511709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234863 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25117066.000000 Penalty: 6136.208008
	Iteration 58Q: 3 clusters Score -2.511707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234852 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -25117080.000000 Penalty: 6136.208008
	Iteration 59Q: 3 clusters Score -2.511708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234842 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -25117094.000000 Penalty: 6136.208008
	Iteration 60F: 3 clusters Score -2.511709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234834 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -25117108.000000 Penalty: 6136.208008
	Iteration 61Q: 3 clusters Score -2.511711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234831 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -25117114.000000 Penalty: 6136.208008
	Iteration 62Q: 3 clusters Score -2.511711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234825 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -25117122.000000 Penalty: 6136.208008
	Iteration 63Q: 3 clusters Score -2.511712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234820 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25117126.000000 Penalty: 6136.208008
	Iteration 64Q: 3 clusters Score -2.511713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234817 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -25117118.000000 Penalty: 6136.208008
	Iteration 65Q: 3 clusters Score -2.511712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234812 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -25117122.000000 Penalty: 6136.208008
	Iteration 66Q: 3 clusters Score -2.511712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234809 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -25117136.000000 Penalty: 6136.208008
	Iteration 67Q: 3 clusters Score -2.511714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234808 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -25117134.000000 Penalty: 6136.208008
	Iteration 68Q: 3 clusters Score -2.511713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234805 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -25117128.000000 Penalty: 6136.208008
	Iteration 69Q: 3 clusters Score -2.511713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234804 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -25117134.000000 Penalty: 6136.208008
	Iteration 70Q: 3 clusters Score -2.511713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234804 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -25117134.000000 Penalty: 6136.208008
	Iteration 71F: 3 clusters Score -2.511713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Entering Unmasked Estep 
Score: -3776060.750000 Penalty: 2595.133057
	Iteration 0F: 2 clusters Score -3776061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3752101.000000 Penalty: 5190.266113
	Iteration 0F: 3 clusters Score -3752101 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3760852.250000 Penalty: 5190.266113
	Iteration 1F: 3 clusters Score -3760852 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3761467.250000 Penalty: 5190.266113
	Iteration 2Q: 3 clusters Score -3761467 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3762146.000000 Penalty: 5190.266113
	Iteration 3Q: 3 clusters Score -3762146 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3762986.500000 Penalty: 5190.266113
	Iteration 4F: 3 clusters Score -3762986 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3764011.500000 Penalty: 5190.266113
	Iteration 5F: 3 clusters Score -3764012 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3765168.500000 Penalty: 5190.266113
	Iteration 6F: 3 clusters Score -3765168 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3766593.750000 Penalty: 5190.266113
	Iteration 7F: 3 clusters Score -3766594 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3768205.500000 Penalty: 5190.266113
	Iteration 8F: 3 clusters Score -3768206 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3769820.500000 Penalty: 5190.266113
	Iteration 9F: 3 clusters Score -3769820 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3771136.000000 Penalty: 5190.266113
	Iteration 10F: 3 clusters Score -3771136 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3772222.500000 Penalty: 5190.266113
	Iteration 11Q: 3 clusters Score -3772222 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3772958.000000 Penalty: 5190.266113
	Iteration 12Q: 3 clusters Score -3772958 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3773464.250000 Penalty: 5190.266113
	Iteration 13Q: 3 clusters Score -3773464 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3773798.000000 Penalty: 5190.266113
	Iteration 14Q: 3 clusters Score -3773798 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3774020.500000 Penalty: 5190.266113
	Iteration 15Q: 3 clusters Score -3774020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3774164.000000 Penalty: 5190.266113
	Iteration 16Q: 3 clusters Score -3774164 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3774246.250000 Penalty: 5190.266113
	Iteration 17Q: 3 clusters Score -3774246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3774315.750000 Penalty: 5190.266113
	Iteration 18Q: 3 clusters Score -3774316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3774369.750000 Penalty: 5190.266113
	Iteration 19Q: 3 clusters Score -3774370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3774410.250000 Penalty: 5190.266113
	Iteration 20F: 3 clusters Score -3774410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3774431.250000 Penalty: 5190.266113
	Iteration 21Q: 3 clusters Score -3774431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3774449.250000 Penalty: 5190.266113
	Iteration 22Q: 3 clusters Score -3774449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3774459.000000 Penalty: 5190.266113
	Iteration 23Q: 3 clusters Score -3774459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3774466.500000 Penalty: 5190.266113
	Iteration 24Q: 3 clusters Score -3774466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3774466.250000 Penalty: 5190.266113
	Iteration 25Q: 3 clusters Score -3774466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3774475.250000 Penalty: 5190.266113
	Iteration 26Q: 3 clusters Score -3774475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3774480.500000 Penalty: 5190.266113
	Iteration 27Q: 3 clusters Score -3774480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3774477.500000 Penalty: 5190.266113
	Iteration 28Q: 3 clusters Score -3774478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3774481.250000 Penalty: 5190.266113
	Iteration 29Q: 3 clusters Score -3774481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3774483.750000 Penalty: 5190.266113
	Iteration 30Q: 3 clusters Score -3774484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3774489.250000 Penalty: 5190.266113
	Iteration 31Q: 3 clusters Score -3774489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3774486.750000 Penalty: 5190.266113
	Iteration 32Q: 3 clusters Score -3774487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3774490.000000 Penalty: 5190.266113
	Iteration 33Q: 3 clusters Score -3774490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3774490.000000 Penalty: 5190.266113
	Iteration 34F: 3 clusters Score -3774490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -238372.468750 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -238372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -235583.109375 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -235583.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -236138.734375 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -236138.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -236336.406250 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -236336.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -236552.484375 Penalty: 3843.877686
	Iteration 3F: 3 clusters Score -236552.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -236739.593750 Penalty: 3843.877686
	Iteration 4F: 3 clusters Score -236739.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -236886.000000 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -236886 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -237030.031250 Penalty: 3843.877686
	Iteration 6F: 3 clusters Score -237030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -237159.343750 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -237159.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -237292.734375 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -237292.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -237415.453125 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -237415.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -237579.625000 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -237579.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -237742.250000 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -237742.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -237885.937500 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -237885.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -237998.203125 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -237998.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238061.750000 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -238061.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -238085.359375 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -238085.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -238096.500000 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -238096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -238102.234375 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -238102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -238106.875000 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -238106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -238110.890625 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -238110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -238111.218750 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -238111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -44951.078125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -44951.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43485.523438 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -43485.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43654.941406 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43654.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43731.066406 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -43731.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43754.218750 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -43754.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43768.539062 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43768.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43785.554688 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -43785.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43791.804688 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -43791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43797.828125 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -43797.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43800.578125 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -43800.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43800.578125 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -43800.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Entering Unmasked Estep 
Score: -2302350.750000 Penalty: 2471.577881
	Iteration 0F: 2 clusters Score -2302351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2287508.500000 Penalty: 4943.155762
	Iteration 0F: 3 clusters Score -2287508 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2292540.000000 Penalty: 4943.155762
	Iteration 1F: 3 clusters Score -2292540 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2292862.250000 Penalty: 4943.155762
	Iteration 2Q: 3 clusters Score -2292862 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2293143.000000 Penalty: 4943.155762
	Iteration 3Q: 3 clusters Score -2293143 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2293389.500000 Penalty: 4943.155762
	Iteration 4Q: 3 clusters Score -2293390 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2293647.250000 Penalty: 4943.155762
	Iteration 5Q: 3 clusters Score -2293647 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2293923.750000 Penalty: 4943.155762
	Iteration 6Q: 3 clusters Score -2293924 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2294259.000000 Penalty: 4943.155762
	Iteration 7Q: 3 clusters Score -2294259 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2294698.250000 Penalty: 4943.155762
	Iteration 8Q: 3 clusters Score -2294698 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2295305.500000 Penalty: 4943.155762
	Iteration 9Q: 3 clusters Score -2295306 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2296045.000000 Penalty: 4943.155762
	Iteration 10F: 3 clusters Score -2296045 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2296861.500000 Penalty: 4943.155762
	Iteration 11F: 3 clusters Score -2296862 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2297502.500000 Penalty: 4943.155762
	Iteration 12F: 3 clusters Score -2297502 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2297882.750000 Penalty: 4943.155762
	Iteration 13Q: 3 clusters Score -2297883 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2298118.250000 Penalty: 4943.155762
	Iteration 14Q: 3 clusters Score -2298118 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2298231.750000 Penalty: 4943.155762
	Iteration 15Q: 3 clusters Score -2298232 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2298319.250000 Penalty: 4943.155762
	Iteration 16Q: 3 clusters Score -2298319 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2298390.250000 Penalty: 4943.155762
	Iteration 17Q: 3 clusters Score -2298390 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2298453.000000 Penalty: 4943.155762
	Iteration 18Q: 3 clusters Score -2298453 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2298505.250000 Penalty: 4943.155762
	Iteration 19Q: 3 clusters Score -2298505 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2298568.750000 Penalty: 4943.155762
	Iteration 20F: 3 clusters Score -2298569 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2298628.000000 Penalty: 4943.155762
	Iteration 21Q: 3 clusters Score -2298628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2298688.000000 Penalty: 4943.155762
	Iteration 22Q: 3 clusters Score -2298688 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2298758.000000 Penalty: 4943.155762
	Iteration 23Q: 3 clusters Score -2298758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2298820.500000 Penalty: 4943.155762
	Iteration 24Q: 3 clusters Score -2298820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2298898.250000 Penalty: 4943.155762
	Iteration 25Q: 3 clusters Score -2298898 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2298978.250000 Penalty: 4943.155762
	Iteration 26Q: 3 clusters Score -2298978 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2299058.250000 Penalty: 4943.155762
	Iteration 27Q: 3 clusters Score -2299058 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2299149.750000 Penalty: 4943.155762
	Iteration 28Q: 3 clusters Score -2299150 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2299235.250000 Penalty: 4943.155762
	Iteration 29Q: 3 clusters Score -2299235 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2299307.500000 Penalty: 4943.155762
	Iteration 30Q: 3 clusters Score -2299308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2299373.500000 Penalty: 4943.155762
	Iteration 31Q: 3 clusters Score -2299374 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2299434.750000 Penalty: 4943.155762
	Iteration 32Q: 3 clusters Score -2299435 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2299492.750000 Penalty: 4943.155762
	Iteration 33Q: 3 clusters Score -2299493 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2299537.000000 Penalty: 4943.155762
	Iteration 34Q: 3 clusters Score -2299537 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2299587.000000 Penalty: 4943.155762
	Iteration 35Q: 3 clusters Score -2299587 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2299628.250000 Penalty: 4943.155762
	Iteration 36Q: 3 clusters Score -2299628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2299674.250000 Penalty: 4943.155762
	Iteration 37Q: 3 clusters Score -2299674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2299709.750000 Penalty: 4943.155762
	Iteration 38Q: 3 clusters Score -2299710 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2299742.750000 Penalty: 4943.155762
	Iteration 39Q: 3 clusters Score -2299743 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2299781.000000 Penalty: 4943.155762
	Iteration 40F: 3 clusters Score -2299781 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2299807.750000 Penalty: 4943.155762
	Iteration 41Q: 3 clusters Score -2299808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2299825.750000 Penalty: 4943.155762
	Iteration 42Q: 3 clusters Score -2299826 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2299865.000000 Penalty: 4943.155762
	Iteration 43Q: 3 clusters Score -2299865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2299874.750000 Penalty: 4943.155762
	Iteration 44Q: 3 clusters Score -2299875 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2299898.750000 Penalty: 4943.155762
	Iteration 45Q: 3 clusters Score -2299899 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2299915.500000 Penalty: 4943.155762
	Iteration 46Q: 3 clusters Score -2299916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2299932.250000 Penalty: 4943.155762
	Iteration 47Q: 3 clusters Score -2299932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2299935.250000 Penalty: 4943.155762
	Iteration 48Q: 3 clusters Score -2299935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2299935.000000 Penalty: 4943.155762
	Iteration 49Q: 3 clusters Score -2299935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2299935.750000 Penalty: 4943.155762
	Iteration 50Q: 3 clusters Score -2299936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2299945.750000 Penalty: 4943.155762
	Iteration 51Q: 3 clusters Score -2299946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2299943.500000 Penalty: 4943.155762
	Iteration 52Q: 3 clusters Score -2299944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2299950.000000 Penalty: 4943.155762
	Iteration 53Q: 3 clusters Score -2299950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2299949.000000 Penalty: 4943.155762
	Iteration 54Q: 3 clusters Score -2299949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2299955.500000 Penalty: 4943.155762
	Iteration 55Q: 3 clusters Score -2299956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2299967.500000 Penalty: 4943.155762
	Iteration 56Q: 3 clusters Score -2299968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2299974.500000 Penalty: 4943.155762
	Iteration 57Q: 3 clusters Score -2299974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2299987.250000 Penalty: 4943.155762
	Iteration 58Q: 3 clusters Score -2299987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2299987.750000 Penalty: 4943.155762
	Iteration 59Q: 3 clusters Score -2299988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2300001.250000 Penalty: 4943.155762
	Iteration 60F: 3 clusters Score -2300001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2300015.000000 Penalty: 4943.155762
	Iteration 61Q: 3 clusters Score -2300015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2300024.500000 Penalty: 4943.155762
	Iteration 62Q: 3 clusters Score -2300024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2300031.000000 Penalty: 4943.155762
	Iteration 63Q: 3 clusters Score -2300031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2300037.250000 Penalty: 4943.155762
	Iteration 64Q: 3 clusters Score -2300037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2300051.250000 Penalty: 4943.155762
	Iteration 65Q: 3 clusters Score -2300051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2300062.250000 Penalty: 4943.155762
	Iteration 66Q: 3 clusters Score -2300062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2300068.500000 Penalty: 4943.155762
	Iteration 67Q: 3 clusters Score -2300068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2300072.750000 Penalty: 4943.155762
	Iteration 68Q: 3 clusters Score -2300073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2300078.250000 Penalty: 4943.155762
	Iteration 69Q: 3 clusters Score -2300078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2300079.750000 Penalty: 4943.155762
	Iteration 70Q: 3 clusters Score -2300080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2300083.250000 Penalty: 4943.155762
	Iteration 71Q: 3 clusters Score -2300083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2300086.500000 Penalty: 4943.155762
	Iteration 72Q: 3 clusters Score -2300086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2300084.250000 Penalty: 4943.155762
	Iteration 73Q: 3 clusters Score -2300084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2300085.500000 Penalty: 4943.155762
	Iteration 74Q: 3 clusters Score -2300086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2300091.250000 Penalty: 4943.155762
	Iteration 75Q: 3 clusters Score -2300091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2300095.500000 Penalty: 4943.155762
	Iteration 76Q: 3 clusters Score -2300096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2300097.500000 Penalty: 4943.155762
	Iteration 77Q: 3 clusters Score -2300098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2300096.000000 Penalty: 4943.155762
	Iteration 78Q: 3 clusters Score -2300096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2300096.750000 Penalty: 4943.155762
	Iteration 79Q: 3 clusters Score -2300097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2300097.000000 Penalty: 4943.155762
	Iteration 80F: 3 clusters Score -2300097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2300091.750000 Penalty: 4943.155762
	Iteration 81Q: 3 clusters Score -2300092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2300102.750000 Penalty: 4943.155762
	Iteration 82Q: 3 clusters Score -2300103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2300102.750000 Penalty: 4943.155762
	Iteration 83Q: 3 clusters Score -2300103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2300104.750000 Penalty: 4943.155762
	Iteration 84Q: 3 clusters Score -2300105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2300111.750000 Penalty: 4943.155762
	Iteration 85Q: 3 clusters Score -2300112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2300113.250000 Penalty: 4943.155762
	Iteration 86Q: 3 clusters Score -2300113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2300120.000000 Penalty: 4943.155762
	Iteration 87Q: 3 clusters Score -2300120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2300122.000000 Penalty: 4943.155762
	Iteration 88Q: 3 clusters Score -2300122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2300128.000000 Penalty: 4943.155762
	Iteration 89Q: 3 clusters Score -2300128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2300126.750000 Penalty: 4943.155762
	Iteration 90Q: 3 clusters Score -2300127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2300131.750000 Penalty: 4943.155762
	Iteration 91Q: 3 clusters Score -2300132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2300129.750000 Penalty: 4943.155762
	Iteration 92Q: 3 clusters Score -2300130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2300128.750000 Penalty: 4943.155762
	Iteration 93Q: 3 clusters Score -2300129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2300135.250000 Penalty: 4943.155762
	Iteration 94Q: 3 clusters Score -2300135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2300134.500000 Penalty: 4943.155762
	Iteration 95Q: 3 clusters Score -2300134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2300142.000000 Penalty: 4943.155762
	Iteration 96Q: 3 clusters Score -2300142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2300139.750000 Penalty: 4943.155762
	Iteration 97Q: 3 clusters Score -2300140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2300139.250000 Penalty: 4943.155762
	Iteration 98Q: 3 clusters Score -2300139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2300139.250000 Penalty: 4943.155762
	Iteration 99Q: 3 clusters Score -2300139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2300141.500000 Penalty: 4943.155762
	Iteration 100F: 3 clusters Score -2300142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2300145.000000 Penalty: 4943.155762
	Iteration 101Q: 3 clusters Score -2300145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2300140.500000 Penalty: 4943.155762
	Iteration 102Q: 3 clusters Score -2300140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2300149.750000 Penalty: 4943.155762
	Iteration 103Q: 3 clusters Score -2300150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2300147.250000 Penalty: 4943.155762
	Iteration 104Q: 3 clusters Score -2300147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2300147.750000 Penalty: 4943.155762
	Iteration 105Q: 3 clusters Score -2300148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2300149.250000 Penalty: 4943.155762
	Iteration 106Q: 3 clusters Score -2300149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2300154.250000 Penalty: 4943.155762
	Iteration 107Q: 3 clusters Score -2300154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2300158.000000 Penalty: 4943.155762
	Iteration 108Q: 3 clusters Score -2300158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2300159.500000 Penalty: 4943.155762
	Iteration 109Q: 3 clusters Score -2300160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2300162.250000 Penalty: 4943.155762
	Iteration 110Q: 3 clusters Score -2300162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2300164.750000 Penalty: 4943.155762
	Iteration 111Q: 3 clusters Score -2300165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2300166.500000 Penalty: 4943.155762
	Iteration 112Q: 3 clusters Score -2300166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2300166.250000 Penalty: 4943.155762
	Iteration 113Q: 3 clusters Score -2300166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2300171.000000 Penalty: 4943.155762
	Iteration 114Q: 3 clusters Score -2300171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2300175.750000 Penalty: 4943.155762
	Iteration 115Q: 3 clusters Score -2300176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2300186.000000 Penalty: 4943.155762
	Iteration 116Q: 3 clusters Score -2300186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2300187.500000 Penalty: 4943.155762
	Iteration 117Q: 3 clusters Score -2300188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2300186.000000 Penalty: 4943.155762
	Iteration 118Q: 3 clusters Score -2300186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2300192.000000 Penalty: 4943.155762
	Iteration 119Q: 3 clusters Score -2300192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2300190.250000 Penalty: 4943.155762
	Iteration 120F: 3 clusters Score -2300190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2300189.500000 Penalty: 4943.155762
	Iteration 121Q: 3 clusters Score -2300190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2300187.500000 Penalty: 4943.155762
	Iteration 122Q: 3 clusters Score -2300188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2300190.250000 Penalty: 4943.155762
	Iteration 123Q: 3 clusters Score -2300190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2300193.000000 Penalty: 4943.155762
	Iteration 124Q: 3 clusters Score -2300193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2300191.250000 Penalty: 4943.155762
	Iteration 125Q: 3 clusters Score -2300191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2300186.750000 Penalty: 4943.155762
	Iteration 126Q: 3 clusters Score -2300187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2300188.500000 Penalty: 4943.155762
	Iteration 127Q: 3 clusters Score -2300188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2300187.750000 Penalty: 4943.155762
	Iteration 128Q: 3 clusters Score -2300188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2300201.500000 Penalty: 4943.155762
	Iteration 129Q: 3 clusters Score -2300202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2300204.750000 Penalty: 4943.155762
	Iteration 130Q: 3 clusters Score -2300205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2300207.000000 Penalty: 4943.155762
	Iteration 131Q: 3 clusters Score -2300207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2300208.000000 Penalty: 4943.155762
	Iteration 132Q: 3 clusters Score -2300208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2300214.500000 Penalty: 4943.155762
	Iteration 133Q: 3 clusters Score -2300214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2300213.500000 Penalty: 4943.155762
	Iteration 134Q: 3 clusters Score -2300214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2300217.250000 Penalty: 4943.155762
	Iteration 135Q: 3 clusters Score -2300217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2300220.000000 Penalty: 4943.155762
	Iteration 136Q: 3 clusters Score -2300220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2300224.250000 Penalty: 4943.155762
	Iteration 137Q: 3 clusters Score -2300224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2300215.250000 Penalty: 4943.155762
	Iteration 138Q: 3 clusters Score -2300215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2300220.000000 Penalty: 4943.155762
	Iteration 139Q: 3 clusters Score -2300220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2300222.000000 Penalty: 4943.155762
	Iteration 140F: 3 clusters Score -2300222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2300223.000000 Penalty: 4943.155762
	Iteration 141Q: 3 clusters Score -2300223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2300222.000000 Penalty: 4943.155762
	Iteration 142Q: 3 clusters Score -2300222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2300228.250000 Penalty: 4943.155762
	Iteration 143Q: 3 clusters Score -2300228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2300231.500000 Penalty: 4943.155762
	Iteration 144Q: 3 clusters Score -2300232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2300233.000000 Penalty: 4943.155762
	Iteration 145Q: 3 clusters Score -2300233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2300236.500000 Penalty: 4943.155762
	Iteration 146Q: 3 clusters Score -2300236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2300241.750000 Penalty: 4943.155762
	Iteration 147Q: 3 clusters Score -2300242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2300246.750000 Penalty: 4943.155762
	Iteration 148Q: 3 clusters Score -2300247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2300248.750000 Penalty: 4943.155762
	Iteration 149Q: 3 clusters Score -2300249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2300254.250000 Penalty: 4943.155762
	Iteration 150Q: 3 clusters Score -2300254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2300255.250000 Penalty: 4943.155762
	Iteration 151Q: 3 clusters Score -2300255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2300254.500000 Penalty: 4943.155762
	Iteration 152Q: 3 clusters Score -2300254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2300258.500000 Penalty: 4943.155762
	Iteration 153Q: 3 clusters Score -2300258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2300256.750000 Penalty: 4943.155762
	Iteration 154Q: 3 clusters Score -2300257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2300256.750000 Penalty: 4943.155762
	Iteration 155Q: 3 clusters Score -2300257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2300257.750000 Penalty: 4943.155762
	Iteration 156Q: 3 clusters Score -2300258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2300259.000000 Penalty: 4943.155762
	Iteration 157Q: 3 clusters Score -2300259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2300260.500000 Penalty: 4943.155762
	Iteration 158Q: 3 clusters Score -2300260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2300262.000000 Penalty: 4943.155762
	Iteration 159Q: 3 clusters Score -2300262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2300260.000000 Penalty: 4943.155762
	Iteration 160F: 3 clusters Score -2300260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2300264.000000 Penalty: 4943.155762
	Iteration 161Q: 3 clusters Score -2300264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2300264.250000 Penalty: 4943.155762
	Iteration 162Q: 3 clusters Score -2300264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2300264.250000 Penalty: 4943.155762
	Iteration 163F: 3 clusters Score -2300264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Entering Unmasked Estep 
Score: -2380489.750000 Penalty: 2479.645508
	Iteration 0F: 2 clusters Score -2380490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2365103.750000 Penalty: 4959.291016
	Iteration 0F: 3 clusters Score -2365104 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2370331.000000 Penalty: 4959.291016
	Iteration 1F: 3 clusters Score -2370331 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2370799.250000 Penalty: 4959.291016
	Iteration 2F: 3 clusters Score -2370799 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2371237.500000 Penalty: 4959.291016
	Iteration 3Q: 3 clusters Score -2371238 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2371737.500000 Penalty: 4959.291016
	Iteration 4Q: 3 clusters Score -2371738 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2372362.250000 Penalty: 4959.291016
	Iteration 5F: 3 clusters Score -2372362 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2373276.750000 Penalty: 4959.291016
	Iteration 6F: 3 clusters Score -2373277 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2374416.000000 Penalty: 4959.291016
	Iteration 7F: 3 clusters Score -2374416 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2375597.000000 Penalty: 4959.291016
	Iteration 8F: 3 clusters Score -2375597 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2376655.750000 Penalty: 4959.291016
	Iteration 9F: 3 clusters Score -2376656 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2377416.500000 Penalty: 4959.291016
	Iteration 10Q: 3 clusters Score -2377416 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2377935.000000 Penalty: 4959.291016
	Iteration 11Q: 3 clusters Score -2377935 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2378219.500000 Penalty: 4959.291016
	Iteration 12Q: 3 clusters Score -2378220 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2378367.250000 Penalty: 4959.291016
	Iteration 13Q: 3 clusters Score -2378367 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2378461.750000 Penalty: 4959.291016
	Iteration 14Q: 3 clusters Score -2378462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2378514.750000 Penalty: 4959.291016
	Iteration 15Q: 3 clusters Score -2378515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2378556.000000 Penalty: 4959.291016
	Iteration 16Q: 3 clusters Score -2378556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2378591.500000 Penalty: 4959.291016
	Iteration 17Q: 3 clusters Score -2378592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2378618.750000 Penalty: 4959.291016
	Iteration 18Q: 3 clusters Score -2378619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2378629.500000 Penalty: 4959.291016
	Iteration 19Q: 3 clusters Score -2378630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2378640.750000 Penalty: 4959.291016
	Iteration 20F: 3 clusters Score -2378641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2378654.750000 Penalty: 4959.291016
	Iteration 21Q: 3 clusters Score -2378655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2378662.250000 Penalty: 4959.291016
	Iteration 22Q: 3 clusters Score -2378662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2378669.500000 Penalty: 4959.291016
	Iteration 23Q: 3 clusters Score -2378670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2378678.250000 Penalty: 4959.291016
	Iteration 24Q: 3 clusters Score -2378678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2378685.000000 Penalty: 4959.291016
	Iteration 25Q: 3 clusters Score -2378685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2378690.000000 Penalty: 4959.291016
	Iteration 26Q: 3 clusters Score -2378690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2378694.250000 Penalty: 4959.291016
	Iteration 27Q: 3 clusters Score -2378694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2378698.000000 Penalty: 4959.291016
	Iteration 28Q: 3 clusters Score -2378698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2378702.000000 Penalty: 4959.291016
	Iteration 29Q: 3 clusters Score -2378702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2378706.250000 Penalty: 4959.291016
	Iteration 30Q: 3 clusters Score -2378706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2378706.500000 Penalty: 4959.291016
	Iteration 31Q: 3 clusters Score -2378706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2378709.750000 Penalty: 4959.291016
	Iteration 32Q: 3 clusters Score -2378710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2378718.500000 Penalty: 4959.291016
	Iteration 33Q: 3 clusters Score -2378718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2378723.000000 Penalty: 4959.291016
	Iteration 34Q: 3 clusters Score -2378723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2378719.000000 Penalty: 4959.291016
	Iteration 35Q: 3 clusters Score -2378719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2378718.000000 Penalty: 4959.291016
	Iteration 36Q: 3 clusters Score -2378718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2378718.500000 Penalty: 4959.291016
	Iteration 37Q: 3 clusters Score -2378718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2378722.000000 Penalty: 4959.291016
	Iteration 38Q: 3 clusters Score -2378722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2378723.000000 Penalty: 4959.291016
	Iteration 39Q: 3 clusters Score -2378723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2378723.000000 Penalty: 4959.291016
	Iteration 40F: 3 clusters Score -2378723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2378723.750000 Penalty: 4959.291016
	Iteration 41Q: 3 clusters Score -2378724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2378723.750000 Penalty: 4959.291016
	Iteration 42F: 3 clusters Score -2378724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -635653.375000 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -635653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -630471.500000 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -630471.5 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -631795.062500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -631795.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -632042.375000 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -632042.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -632194.812500 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -632194.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -632285.187500 Penalty: 4319.403320
	Iteration 4Q: 3 clusters Score -632285.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -632352.812500 Penalty: 4319.403320
	Iteration 5Q: 3 clusters Score -632352.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -632407.375000 Penalty: 4319.403320
	Iteration 6Q: 3 clusters Score -632407.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -632445.375000 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -632445.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -632472.000000 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -632472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -632490.562500 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -632490.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -632505.250000 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -632505.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -632524.437500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -632524.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -632542.062500 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -632542.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -632560.812500 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -632560.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -632579.062500 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -632579.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -632593.375000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -632593.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -632604.812500 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -632604.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -632614.750000 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -632614.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -632628.687500 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -632628.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -632644.875000 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -632644.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -632665.312500 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -632665.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -632679.937500 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -632679.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -632696.875000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -632696.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -632711.937500 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -632711.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -632733.812500 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -632733.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -632755.625000 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -632755.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -632787.437500 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -632787.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -632819.750000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -632819.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -632858.375000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -632858.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -632895.750000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -632895.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -632933.312500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -632933.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -632967.750000 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -632967.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -633008.000000 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -633008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -633050.125000 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -633050.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -633084.500000 Penalty: 4319.403320
	Iteration 34Q: 3 clusters Score -633084.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -633117.062500 Penalty: 4319.403320
	Iteration 35Q: 3 clusters Score -633117.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -633151.250000 Penalty: 4319.403320
	Iteration 36Q: 3 clusters Score -633151.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -633188.875000 Penalty: 4319.403320
	Iteration 37Q: 3 clusters Score -633188.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -633223.750000 Penalty: 4319.403320
	Iteration 38Q: 3 clusters Score -633223.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -633264.250000 Penalty: 4319.403320
	Iteration 39Q: 3 clusters Score -633264.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -633305.187500 Penalty: 4319.403320
	Iteration 40F: 3 clusters Score -633305.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -633350.500000 Penalty: 4319.403320
	Iteration 41Q: 3 clusters Score -633350.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -633403.312500 Penalty: 4319.403320
	Iteration 42Q: 3 clusters Score -633403.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -633458.125000 Penalty: 4319.403320
	Iteration 43Q: 3 clusters Score -633458.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -633520.375000 Penalty: 4319.403320
	Iteration 44Q: 3 clusters Score -633520.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -633571.812500 Penalty: 4319.403320
	Iteration 45Q: 3 clusters Score -633571.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -633602.187500 Penalty: 4319.403320
	Iteration 46Q: 3 clusters Score -633602.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -633628.500000 Penalty: 4319.403320
	Iteration 47Q: 3 clusters Score -633628.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -633655.937500 Penalty: 4319.403320
	Iteration 48Q: 3 clusters Score -633655.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -633682.812500 Penalty: 4319.403320
	Iteration 49Q: 3 clusters Score -633682.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -633709.437500 Penalty: 4319.403320
	Iteration 50Q: 3 clusters Score -633709.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -633725.250000 Penalty: 4319.403320
	Iteration 51Q: 3 clusters Score -633725.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -633734.937500 Penalty: 4319.403320
	Iteration 52Q: 3 clusters Score -633734.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -633744.937500 Penalty: 4319.403320
	Iteration 53Q: 3 clusters Score -633744.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -633754.000000 Penalty: 4319.403320
	Iteration 54Q: 3 clusters Score -633754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -633764.312500 Penalty: 4319.403320
	Iteration 55Q: 3 clusters Score -633764.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -633773.125000 Penalty: 4319.403320
	Iteration 56Q: 3 clusters Score -633773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -633782.937500 Penalty: 4319.403320
	Iteration 57Q: 3 clusters Score -633782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -633793.000000 Penalty: 4319.403320
	Iteration 58Q: 3 clusters Score -633793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -633799.250000 Penalty: 4319.403320
	Iteration 59Q: 3 clusters Score -633799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -633804.562500 Penalty: 4319.403320
	Iteration 60F: 3 clusters Score -633804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -633807.187500 Penalty: 4319.403320
	Iteration 61Q: 3 clusters Score -633807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -633810.250000 Penalty: 4319.403320
	Iteration 62Q: 3 clusters Score -633810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -633812.687500 Penalty: 4319.403320
	Iteration 63Q: 3 clusters Score -633812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -633813.562500 Penalty: 4319.403320
	Iteration 64Q: 3 clusters Score -633813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -633813.312500 Penalty: 4319.403320
	Iteration 65Q: 3 clusters Score -633813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -633814.937500 Penalty: 4319.403320
	Iteration 66Q: 3 clusters Score -633814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -633814.875000 Penalty: 4319.403320
	Iteration 67Q: 3 clusters Score -633814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -633814.875000 Penalty: 4319.403320
	Iteration 68F: 3 clusters Score -633814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -33398.089844 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -33398.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32018.894531 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -32018.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32217.228516 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -32217.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32326.638672 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -32326.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32375.818359 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -32375.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32396.416016 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -32396.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32405.095703 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -32405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32464.181641 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -32464.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32494.884766 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -32494.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32503.769531 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -32503.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32506.017578 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -32506.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32506.017578 Penalty: 2985.222168
	Iteration 10F: 3 clusters Score -32506.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -75793.500000 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -75793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74053.078125 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -74053.08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74319.093750 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -74319.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74407.781250 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -74407.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74441.289062 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -74441.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74460.054688 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -74460.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74473.750000 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -74473.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74489.546875 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -74489.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74512.976562 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -74512.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74528.437500 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -74528.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74546.304688 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -74546.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74582.500000 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -74582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74597.906250 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -74597.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74608.609375 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -74608.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74621.039062 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -74621.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74629.085938 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -74629.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74637.789062 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -74637.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74646.523438 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -74646.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74651.164062 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -74651.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74651.164062 Penalty: 3327.814941
	Iteration 18F: 3 clusters Score -74651.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Entering Unmasked Estep 
Score: -3635970.750000 Penalty: 2585.241699
	Iteration 0F: 2 clusters Score -3635971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3613095.750000 Penalty: 5170.483398
	Iteration 0F: 3 clusters Score -3613096 nChanged 15223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3621359.250000 Penalty: 5170.483398
	Iteration 1F: 3 clusters Score -3621359 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3622021.500000 Penalty: 5170.483398
	Iteration 2Q: 3 clusters Score -3622022 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3622835.000000 Penalty: 5170.483398
	Iteration 3F: 3 clusters Score -3622835 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3624093.500000 Penalty: 5170.483398
	Iteration 4F: 3 clusters Score -3624094 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3625935.500000 Penalty: 5170.483398
	Iteration 5F: 3 clusters Score -3625936 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3628210.500000 Penalty: 5170.483398
	Iteration 6F: 3 clusters Score -3628210 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3630372.250000 Penalty: 5170.483398
	Iteration 7F: 3 clusters Score -3630372 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3631889.000000 Penalty: 5170.483398
	Iteration 8Q: 3 clusters Score -3631889 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3632768.500000 Penalty: 5170.483398
	Iteration 9Q: 3 clusters Score -3632768 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3633211.250000 Penalty: 5170.483398
	Iteration 10Q: 3 clusters Score -3633211 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3633478.250000 Penalty: 5170.483398
	Iteration 11Q: 3 clusters Score -3633478 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3633627.500000 Penalty: 5170.483398
	Iteration 12Q: 3 clusters Score -3633628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3633728.000000 Penalty: 5170.483398
	Iteration 13Q: 3 clusters Score -3633728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3633792.500000 Penalty: 5170.483398
	Iteration 14Q: 3 clusters Score -3633792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3633855.000000 Penalty: 5170.483398
	Iteration 15Q: 3 clusters Score -3633855 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3633904.000000 Penalty: 5170.483398
	Iteration 16Q: 3 clusters Score -3633904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3633941.500000 Penalty: 5170.483398
	Iteration 17Q: 3 clusters Score -3633942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3633968.250000 Penalty: 5170.483398
	Iteration 18Q: 3 clusters Score -3633968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3633986.250000 Penalty: 5170.483398
	Iteration 19Q: 3 clusters Score -3633986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3633998.000000 Penalty: 5170.483398
	Iteration 20F: 3 clusters Score -3633998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3634022.000000 Penalty: 5170.483398
	Iteration 21Q: 3 clusters Score -3634022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3634032.250000 Penalty: 5170.483398
	Iteration 22Q: 3 clusters Score -3634032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3634034.250000 Penalty: 5170.483398
	Iteration 23Q: 3 clusters Score -3634034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3634040.750000 Penalty: 5170.483398
	Iteration 24Q: 3 clusters Score -3634041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3634069.250000 Penalty: 5170.483398
	Iteration 25Q: 3 clusters Score -3634069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3634086.750000 Penalty: 5170.483398
	Iteration 26Q: 3 clusters Score -3634087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3634098.500000 Penalty: 5170.483398
	Iteration 27Q: 3 clusters Score -3634098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3634108.500000 Penalty: 5170.483398
	Iteration 28Q: 3 clusters Score -3634108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3634108.500000 Penalty: 5170.483398
	Iteration 29Q: 3 clusters Score -3634108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3634112.000000 Penalty: 5170.483398
	Iteration 30Q: 3 clusters Score -3634112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3634118.750000 Penalty: 5170.483398
	Iteration 31Q: 3 clusters Score -3634119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3634114.250000 Penalty: 5170.483398
	Iteration 32Q: 3 clusters Score -3634114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3634121.250000 Penalty: 5170.483398
	Iteration 33Q: 3 clusters Score -3634121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3634125.000000 Penalty: 5170.483398
	Iteration 34Q: 3 clusters Score -3634125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3634130.500000 Penalty: 5170.483398
	Iteration 35Q: 3 clusters Score -3634130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3634132.500000 Penalty: 5170.483398
	Iteration 36Q: 3 clusters Score -3634132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3634134.250000 Penalty: 5170.483398
	Iteration 37Q: 3 clusters Score -3634134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3634134.750000 Penalty: 5170.483398
	Iteration 38Q: 3 clusters Score -3634135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3634137.750000 Penalty: 5170.483398
	Iteration 39Q: 3 clusters Score -3634138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3634137.750000 Penalty: 5170.483398
	Iteration 40F: 3 clusters Score -3634138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -664482.750000 Penalty: 2183.137451
	Iteration 0F: 2 clusters Score -664482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -658948.812500 Penalty: 4366.274902
	Iteration 0F: 3 clusters Score -658948.8 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -660349.000000 Penalty: 4366.274902
	Iteration 1F: 3 clusters Score -660349 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -660585.375000 Penalty: 4366.274902
	Iteration 2F: 3 clusters Score -660585.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -660747.937500 Penalty: 4366.274902
	Iteration 3Q: 3 clusters Score -660747.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -660890.562500 Penalty: 4366.274902
	Iteration 4Q: 3 clusters Score -660890.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -661087.875000 Penalty: 4366.274902
	Iteration 5Q: 3 clusters Score -661087.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -661318.875000 Penalty: 4366.274902
	Iteration 6Q: 3 clusters Score -661318.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -661592.875000 Penalty: 4366.274902
	Iteration 7F: 3 clusters Score -661592.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -661912.375000 Penalty: 4366.274902
	Iteration 8F: 3 clusters Score -661912.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -662260.500000 Penalty: 4366.274902
	Iteration 9F: 3 clusters Score -662260.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -662566.562500 Penalty: 4366.274902
	Iteration 10F: 3 clusters Score -662566.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -662815.000000 Penalty: 4366.274902
	Iteration 11Q: 3 clusters Score -662815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -662996.687500 Penalty: 4366.274902
	Iteration 12Q: 3 clusters Score -662996.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -663092.375000 Penalty: 4366.274902
	Iteration 13Q: 3 clusters Score -663092.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -663148.750000 Penalty: 4366.274902
	Iteration 14Q: 3 clusters Score -663148.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -663192.312500 Penalty: 4366.274902
	Iteration 15Q: 3 clusters Score -663192.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -663231.687500 Penalty: 4366.274902
	Iteration 16Q: 3 clusters Score -663231.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -663252.875000 Penalty: 4366.274902
	Iteration 17Q: 3 clusters Score -663252.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -663269.250000 Penalty: 4366.274902
	Iteration 18Q: 3 clusters Score -663269.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -663277.062500 Penalty: 4366.274902
	Iteration 19Q: 3 clusters Score -663277.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -663281.500000 Penalty: 4366.274902
	Iteration 20F: 3 clusters Score -663281.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -663286.562500 Penalty: 4366.274902
	Iteration 21Q: 3 clusters Score -663286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -663287.125000 Penalty: 4366.274902
	Iteration 22Q: 3 clusters Score -663287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -663290.937500 Penalty: 4366.274902
	Iteration 23Q: 3 clusters Score -663290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -663294.500000 Penalty: 4366.274902
	Iteration 24Q: 3 clusters Score -663294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -663295.562500 Penalty: 4366.274902
	Iteration 25Q: 3 clusters Score -663295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -663296.062500 Penalty: 4366.274902
	Iteration 26Q: 3 clusters Score -663296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -663299.750000 Penalty: 4366.274902
	Iteration 27Q: 3 clusters Score -663299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -663299.000000 Penalty: 4366.274902
	Iteration 28Q: 3 clusters Score -663299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -663301.625000 Penalty: 4366.274902
	Iteration 29Q: 3 clusters Score -663301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -663301.625000 Penalty: 4366.274902
	Iteration 30F: 3 clusters Score -663301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Entering Unmasked Estep 
Score: -2988605.250000 Penalty: 2562.679688
	Iteration 0F: 2 clusters Score -2988605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2967814.500000 Penalty: 5125.359375
	Iteration 0F: 3 clusters Score -2967814 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2975546.250000 Penalty: 5125.359375
	Iteration 1F: 3 clusters Score -2975546 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2976285.500000 Penalty: 5125.359375
	Iteration 2F: 3 clusters Score -2976286 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2977172.750000 Penalty: 5125.359375
	Iteration 3F: 3 clusters Score -2977173 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2978168.250000 Penalty: 5125.359375
	Iteration 4F: 3 clusters Score -2978168 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2979268.000000 Penalty: 5125.359375
	Iteration 5F: 3 clusters Score -2979268 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2980400.000000 Penalty: 5125.359375
	Iteration 6F: 3 clusters Score -2980400 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2981600.250000 Penalty: 5125.359375
	Iteration 7F: 3 clusters Score -2981600 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2982821.000000 Penalty: 5125.359375
	Iteration 8F: 3 clusters Score -2982821 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -2983964.750000 Penalty: 5125.359375
	Iteration 9Q: 3 clusters Score -2983965 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2984907.750000 Penalty: 5125.359375
	Iteration 10Q: 3 clusters Score -2984908 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -2985548.000000 Penalty: 5125.359375
	Iteration 11Q: 3 clusters Score -2985548 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -2985977.750000 Penalty: 5125.359375
	Iteration 12Q: 3 clusters Score -2985978 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -2986251.000000 Penalty: 5125.359375
	Iteration 13Q: 3 clusters Score -2986251 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2986459.500000 Penalty: 5125.359375
	Iteration 14Q: 3 clusters Score -2986460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2986595.250000 Penalty: 5125.359375
	Iteration 15Q: 3 clusters Score -2986595 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -2986676.750000 Penalty: 5125.359375
	Iteration 16Q: 3 clusters Score -2986677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -2986743.250000 Penalty: 5125.359375
	Iteration 17Q: 3 clusters Score -2986743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -2986772.000000 Penalty: 5125.359375
	Iteration 18Q: 3 clusters Score -2986772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -2986795.250000 Penalty: 5125.359375
	Iteration 19Q: 3 clusters Score -2986795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2986802.750000 Penalty: 5125.359375
	Iteration 20F: 3 clusters Score -2986803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2986808.250000 Penalty: 5125.359375
	Iteration 21Q: 3 clusters Score -2986808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -2986820.250000 Penalty: 5125.359375
	Iteration 22Q: 3 clusters Score -2986820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -2986825.750000 Penalty: 5125.359375
	Iteration 23Q: 3 clusters Score -2986826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2986832.250000 Penalty: 5125.359375
	Iteration 24Q: 3 clusters Score -2986832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -2986837.500000 Penalty: 5125.359375
	Iteration 25Q: 3 clusters Score -2986838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -2986843.500000 Penalty: 5125.359375
	Iteration 26Q: 3 clusters Score -2986844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -2986843.250000 Penalty: 5125.359375
	Iteration 27Q: 3 clusters Score -2986843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -2986843.250000 Penalty: 5125.359375
	Iteration 28Q: 3 clusters Score -2986843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2986849.750000 Penalty: 5125.359375
	Iteration 29Q: 3 clusters Score -2986850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -2986848.250000 Penalty: 5125.359375
	Iteration 30Q: 3 clusters Score -2986848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -2986850.000000 Penalty: 5125.359375
	Iteration 31Q: 3 clusters Score -2986850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -2986852.750000 Penalty: 5125.359375
	Iteration 32Q: 3 clusters Score -2986853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -2986853.500000 Penalty: 5125.359375
	Iteration 33Q: 3 clusters Score -2986854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2986853.000000 Penalty: 5125.359375
	Iteration 34Q: 3 clusters Score -2986853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2986853.000000 Penalty: 5125.359375
	Iteration 35F: 3 clusters Score -2986853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Entering Unmasked Estep 
Score: -13487125.000000 Penalty: 2912.861328
	Iteration 0F: 2 clusters Score -1.348712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -13402471.000000 Penalty: 5825.722656
	Iteration 0F: 3 clusters Score -1.340247e+07 nChanged 60408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -13437546.000000 Penalty: 5825.722656
	Iteration 1F: 3 clusters Score -1.343755e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -13438740.000000 Penalty: 5825.722656
	Iteration 2Q: 3 clusters Score -1.343874e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -13440640.000000 Penalty: 5825.722656
	Iteration 3Q: 3 clusters Score -1.344064e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -13444173.000000 Penalty: 5825.722656
	Iteration 4F: 3 clusters Score -1.344417e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84827 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -13450214.000000 Penalty: 5825.722656
	Iteration 5F: 3 clusters Score -1.345021e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -13459163.000000 Penalty: 5825.722656
	Iteration 6F: 3 clusters Score -1.345916e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -13469285.000000 Penalty: 5825.722656
	Iteration 7F: 3 clusters Score -1.346928e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -13477366.000000 Penalty: 5825.722656
	Iteration 8F: 3 clusters Score -1.347737e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -13481546.000000 Penalty: 5825.722656
	Iteration 9Q: 3 clusters Score -1.348155e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -13482950.000000 Penalty: 5825.722656
	Iteration 10Q: 3 clusters Score -1.348295e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115481 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -13483431.000000 Penalty: 5825.722656
	Iteration 11Q: 3 clusters Score -1.348343e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -13483770.000000 Penalty: 5825.722656
	Iteration 12Q: 3 clusters Score -1.348377e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -13484007.000000 Penalty: 5825.722656
	Iteration 13Q: 3 clusters Score -1.348401e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117670 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -13484155.000000 Penalty: 5825.722656
	Iteration 14Q: 3 clusters Score -1.348416e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -13484281.000000 Penalty: 5825.722656
	Iteration 15Q: 3 clusters Score -1.348428e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -13484471.000000 Penalty: 5825.722656
	Iteration 16Q: 3 clusters Score -1.348447e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -13484571.000000 Penalty: 5825.722656
	Iteration 17Q: 3 clusters Score -1.348457e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119548 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -13484691.000000 Penalty: 5825.722656
	Iteration 18Q: 3 clusters Score -1.348469e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -13484838.000000 Penalty: 5825.722656
	Iteration 19Q: 3 clusters Score -1.348484e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120255 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -13484891.000000 Penalty: 5825.722656
	Iteration 20F: 3 clusters Score -1.348489e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -13484935.000000 Penalty: 5825.722656
	Iteration 21Q: 3 clusters Score -1.348494e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120879 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -13485017.000000 Penalty: 5825.722656
	Iteration 22Q: 3 clusters Score -1.348502e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -13485067.000000 Penalty: 5825.722656
	Iteration 23Q: 3 clusters Score -1.348507e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -13485122.000000 Penalty: 5825.722656
	Iteration 24Q: 3 clusters Score -1.348512e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121536 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -13485142.000000 Penalty: 5825.722656
	Iteration 25Q: 3 clusters Score -1.348514e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121704 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -13485147.000000 Penalty: 5825.722656
	Iteration 26Q: 3 clusters Score -1.348515e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -13485187.000000 Penalty: 5825.722656
	Iteration 27Q: 3 clusters Score -1.348519e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -13485205.000000 Penalty: 5825.722656
	Iteration 28Q: 3 clusters Score -1.34852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -13485222.000000 Penalty: 5825.722656
	Iteration 29Q: 3 clusters Score -1.348522e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122154 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -13485243.000000 Penalty: 5825.722656
	Iteration 30Q: 3 clusters Score -1.348524e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122241 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13485244.000000 Penalty: 5825.722656
	Iteration 31Q: 3 clusters Score -1.348524e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122326 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -13485288.000000 Penalty: 5825.722656
	Iteration 32Q: 3 clusters Score -1.348529e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -13485307.000000 Penalty: 5825.722656
	Iteration 33Q: 3 clusters Score -1.348531e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13485323.000000 Penalty: 5825.722656
	Iteration 34Q: 3 clusters Score -1.348532e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -13485318.000000 Penalty: 5825.722656
	Iteration 35Q: 3 clusters Score -1.348532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13485350.000000 Penalty: 5825.722656
	Iteration 36Q: 3 clusters Score -1.348535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122596 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -13485353.000000 Penalty: 5825.722656
	Iteration 37Q: 3 clusters Score -1.348535e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122647 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -13485329.000000 Penalty: 5825.722656
	Iteration 38Q: 3 clusters Score -1.348533e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13485353.000000 Penalty: 5825.722656
	Iteration 39Q: 3 clusters Score -1.348535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -13485370.000000 Penalty: 5825.722656
	Iteration 40F: 3 clusters Score -1.348537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -13485369.000000 Penalty: 5825.722656
	Iteration 41Q: 3 clusters Score -1.348537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -13485384.000000 Penalty: 5825.722656
	Iteration 42Q: 3 clusters Score -1.348538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -13485396.000000 Penalty: 5825.722656
	Iteration 43Q: 3 clusters Score -1.34854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -13485418.000000 Penalty: 5825.722656
	Iteration 44Q: 3 clusters Score -1.348542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -13485405.000000 Penalty: 5825.722656
	Iteration 45Q: 3 clusters Score -1.34854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -13485406.000000 Penalty: 5825.722656
	Iteration 46Q: 3 clusters Score -1.348541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122917 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -13485404.000000 Penalty: 5825.722656
	Iteration 47Q: 3 clusters Score -1.34854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122931 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -13485397.000000 Penalty: 5825.722656
	Iteration 48Q: 3 clusters Score -1.34854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -13485398.000000 Penalty: 5825.722656
	Iteration 49Q: 3 clusters Score -1.34854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122944 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -13485408.000000 Penalty: 5825.722656
	Iteration 50Q: 3 clusters Score -1.348541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -13485401.000000 Penalty: 5825.722656
	Iteration 51Q: 3 clusters Score -1.34854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -13485393.000000 Penalty: 5825.722656
	Iteration 52Q: 3 clusters Score -1.348539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -13485407.000000 Penalty: 5825.722656
	Iteration 53Q: 3 clusters Score -1.348541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122968 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -13485407.000000 Penalty: 5825.722656
	Iteration 54Q: 3 clusters Score -1.348541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -13485414.000000 Penalty: 5825.722656
	Iteration 55Q: 3 clusters Score -1.348541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122982 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -13485414.000000 Penalty: 5825.722656
	Iteration 56Q: 3 clusters Score -1.348541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122986 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -13485410.000000 Penalty: 5825.722656
	Iteration 57Q: 3 clusters Score -1.348541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122989 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -13485419.000000 Penalty: 5825.722656
	Iteration 58Q: 3 clusters Score -1.348542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13485423.000000 Penalty: 5825.722656
	Iteration 59Q: 3 clusters Score -1.348542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -13485420.000000 Penalty: 5825.722656
	Iteration 60F: 3 clusters Score -1.348542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122997 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -13485413.000000 Penalty: 5825.722656
	Iteration 61Q: 3 clusters Score -1.348541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -13485414.000000 Penalty: 5825.722656
	Iteration 62Q: 3 clusters Score -1.348541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123002 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13485421.000000 Penalty: 5825.722656
	Iteration 63Q: 3 clusters Score -1.348542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13485424.000000 Penalty: 5825.722656
	Iteration 64Q: 3 clusters Score -1.348542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -13485416.000000 Penalty: 5825.722656
	Iteration 65Q: 3 clusters Score -1.348542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -13485419.000000 Penalty: 5825.722656
	Iteration 66Q: 3 clusters Score -1.348542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123012 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -13485420.000000 Penalty: 5825.722656
	Iteration 67Q: 3 clusters Score -1.348542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -13485419.000000 Penalty: 5825.722656
	Iteration 68Q: 3 clusters Score -1.348542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -13485422.000000 Penalty: 5825.722656
	Iteration 69Q: 3 clusters Score -1.348542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -13485429.000000 Penalty: 5825.722656
	Iteration 70Q: 3 clusters Score -1.348543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123023 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -13485430.000000 Penalty: 5825.722656
	Iteration 71Q: 3 clusters Score -1.348543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -13485434.000000 Penalty: 5825.722656
	Iteration 72Q: 3 clusters Score -1.348543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13485432.000000 Penalty: 5825.722656
	Iteration 73Q: 3 clusters Score -1.348543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -13485419.000000 Penalty: 5825.722656
	Iteration 74Q: 3 clusters Score -1.348542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -13485433.000000 Penalty: 5825.722656
	Iteration 75Q: 3 clusters Score -1.348543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -13485433.000000 Penalty: 5825.722656
	Iteration 76F: 3 clusters Score -1.348543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -293398.750000 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -293398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -289974.218750 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -289974.2 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -290784.125000 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -290784.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291011.281250 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -291011.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -291128.125000 Penalty: 4022.920654
	Iteration 3F: 3 clusters Score -291128.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -291189.875000 Penalty: 4022.920654
	Iteration 4Q: 3 clusters Score -291189.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291238.468750 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -291238.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -291280.281250 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -291280.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -291314.062500 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -291314.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291338.250000 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -291338.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -291361.562500 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -291361.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -291377.625000 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -291377.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -291391.875000 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -291391.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291401.406250 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -291401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -291408.125000 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -291408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -291416.156250 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -291416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -291421.656250 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -291421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -291427.562500 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -291427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -291433.156250 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -291433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -291436.906250 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -291436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -291439.187500 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -291439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291441.656250 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -291441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -291443.031250 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -291443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -291443.468750 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -291443.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291445.343750 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -291445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -291447.375000 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -291447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291449.250000 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -291449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291451.281250 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -291451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291451.187500 Penalty: 4022.920654
	Iteration 27Q: 3 clusters Score -291451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -291452.156250 Penalty: 4022.920654
	Iteration 28Q: 3 clusters Score -291452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -291452.312500 Penalty: 4022.920654
	Iteration 29Q: 3 clusters Score -291452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -291452.968750 Penalty: 4022.920654
	Iteration 30Q: 3 clusters Score -291453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -291453.437500 Penalty: 4022.920654
	Iteration 31Q: 3 clusters Score -291453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -291454.125000 Penalty: 4022.920654
	Iteration 32Q: 3 clusters Score -291454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -291455.218750 Penalty: 4022.920654
	Iteration 33Q: 3 clusters Score -291455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -291455.218750 Penalty: 4022.920654
	Iteration 34F: 3 clusters Score -291455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Entering Unmasked Estep 
Score: -5237481.000000 Penalty: 2680.140381
	Iteration 0F: 2 clusters Score -5237481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5204073.000000 Penalty: 5360.280762
	Iteration 0F: 3 clusters Score -5204073 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5216656.500000 Penalty: 5360.280762
	Iteration 1F: 3 clusters Score -5216656 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5217293.500000 Penalty: 5360.280762
	Iteration 2Q: 3 clusters Score -5217294 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5218003.500000 Penalty: 5360.280762
	Iteration 3Q: 3 clusters Score -5218004 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5219090.000000 Penalty: 5360.280762
	Iteration 4Q: 3 clusters Score -5219090 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5220798.000000 Penalty: 5360.280762
	Iteration 5F: 3 clusters Score -5220798 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5223565.000000 Penalty: 5360.280762
	Iteration 6F: 3 clusters Score -5223565 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5227355.000000 Penalty: 5360.280762
	Iteration 7F: 3 clusters Score -5227355 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5231224.000000 Penalty: 5360.280762
	Iteration 8F: 3 clusters Score -5231224 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5233577.500000 Penalty: 5360.280762
	Iteration 9Q: 3 clusters Score -5233578 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5234531.000000 Penalty: 5360.280762
	Iteration 10Q: 3 clusters Score -5234531 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5234863.000000 Penalty: 5360.280762
	Iteration 11Q: 3 clusters Score -5234863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5234988.000000 Penalty: 5360.280762
	Iteration 12Q: 3 clusters Score -5234988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5235014.000000 Penalty: 5360.280762
	Iteration 13Q: 3 clusters Score -5235014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5235041.500000 Penalty: 5360.280762
	Iteration 14Q: 3 clusters Score -5235042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5235070.500000 Penalty: 5360.280762
	Iteration 15Q: 3 clusters Score -5235070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5235077.000000 Penalty: 5360.280762
	Iteration 16Q: 3 clusters Score -5235077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5235095.500000 Penalty: 5360.280762
	Iteration 17Q: 3 clusters Score -5235096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5235098.000000 Penalty: 5360.280762
	Iteration 18Q: 3 clusters Score -5235098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5235102.500000 Penalty: 5360.280762
	Iteration 19Q: 3 clusters Score -5235102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5235108.000000 Penalty: 5360.280762
	Iteration 20F: 3 clusters Score -5235108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Entering Unmasked Estep 
Score: -1634030.375000 Penalty: 2386.531738
	Iteration 0F: 2 clusters Score -1634030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1623076.875000 Penalty: 4773.063477
	Iteration 0F: 3 clusters Score -1623077 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1626691.875000 Penalty: 4773.063477
	Iteration 1F: 3 clusters Score -1626692 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1627151.875000 Penalty: 4773.063477
	Iteration 2F: 3 clusters Score -1627152 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1627569.000000 Penalty: 4773.063477
	Iteration 3F: 3 clusters Score -1627569 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1628021.625000 Penalty: 4773.063477
	Iteration 4F: 3 clusters Score -1628022 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1628488.125000 Penalty: 4773.063477
	Iteration 5F: 3 clusters Score -1628488 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1629033.875000 Penalty: 4773.063477
	Iteration 6F: 3 clusters Score -1629034 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1629652.750000 Penalty: 4773.063477
	Iteration 7F: 3 clusters Score -1629653 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1630272.125000 Penalty: 4773.063477
	Iteration 8F: 3 clusters Score -1630272 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1630886.750000 Penalty: 4773.063477
	Iteration 9Q: 3 clusters Score -1630887 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1631352.875000 Penalty: 4773.063477
	Iteration 10Q: 3 clusters Score -1631353 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1631637.500000 Penalty: 4773.063477
	Iteration 11Q: 3 clusters Score -1631638 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1631779.375000 Penalty: 4773.063477
	Iteration 12Q: 3 clusters Score -1631779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1631852.125000 Penalty: 4773.063477
	Iteration 13Q: 3 clusters Score -1631852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1631889.875000 Penalty: 4773.063477
	Iteration 14Q: 3 clusters Score -1631890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1631922.750000 Penalty: 4773.063477
	Iteration 15Q: 3 clusters Score -1631923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1631945.250000 Penalty: 4773.063477
	Iteration 16Q: 3 clusters Score -1631945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1631963.250000 Penalty: 4773.063477
	Iteration 17Q: 3 clusters Score -1631963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1631976.500000 Penalty: 4773.063477
	Iteration 18Q: 3 clusters Score -1631976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1631983.375000 Penalty: 4773.063477
	Iteration 19Q: 3 clusters Score -1631983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1631991.125000 Penalty: 4773.063477
	Iteration 20F: 3 clusters Score -1631991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1631995.875000 Penalty: 4773.063477
	Iteration 21Q: 3 clusters Score -1631996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1631998.125000 Penalty: 4773.063477
	Iteration 22Q: 3 clusters Score -1631998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1632006.500000 Penalty: 4773.063477
	Iteration 23Q: 3 clusters Score -1632006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1632007.375000 Penalty: 4773.063477
	Iteration 24Q: 3 clusters Score -1632007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1632018.250000 Penalty: 4773.063477
	Iteration 25Q: 3 clusters Score -1632018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1632025.625000 Penalty: 4773.063477
	Iteration 26Q: 3 clusters Score -1632026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1632030.750000 Penalty: 4773.063477
	Iteration 27Q: 3 clusters Score -1632031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1632034.750000 Penalty: 4773.063477
	Iteration 28Q: 3 clusters Score -1632035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1632040.375000 Penalty: 4773.063477
	Iteration 29Q: 3 clusters Score -1632040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1632043.750000 Penalty: 4773.063477
	Iteration 30Q: 3 clusters Score -1632044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1632046.875000 Penalty: 4773.063477
	Iteration 31Q: 3 clusters Score -1632047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1632052.375000 Penalty: 4773.063477
	Iteration 32Q: 3 clusters Score -1632052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1632051.625000 Penalty: 4773.063477
	Iteration 33Q: 3 clusters Score -1632052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1632050.625000 Penalty: 4773.063477
	Iteration 34Q: 3 clusters Score -1632051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1632049.250000 Penalty: 4773.063477
	Iteration 35Q: 3 clusters Score -1632049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1632052.875000 Penalty: 4773.063477
	Iteration 36Q: 3 clusters Score -1632053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1632055.125000 Penalty: 4773.063477
	Iteration 37Q: 3 clusters Score -1632055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1632055.125000 Penalty: 4773.063477
	Iteration 38F: 3 clusters Score -1632055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Entering Unmasked Estep 
Score: -12233726.000000 Penalty: 2887.985352
	Iteration 0F: 2 clusters Score -1.223373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -12157183.000000 Penalty: 5775.970703
	Iteration 0F: 3 clusters Score -1.215718e+07 nChanged 54285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -12188724.000000 Penalty: 5775.970703
	Iteration 1F: 3 clusters Score -1.218872e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -12189652.000000 Penalty: 5775.970703
	Iteration 2Q: 3 clusters Score -1.218965e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -12190769.000000 Penalty: 5775.970703
	Iteration 3Q: 3 clusters Score -1.219077e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -12192254.000000 Penalty: 5775.970703
	Iteration 4Q: 3 clusters Score -1.219225e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -12194419.000000 Penalty: 5775.970703
	Iteration 5Q: 3 clusters Score -1.219442e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -12197547.000000 Penalty: 5775.970703
	Iteration 6F: 3 clusters Score -1.219755e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -12202202.000000 Penalty: 5775.970703
	Iteration 7F: 3 clusters Score -1.22022e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -12207761.000000 Penalty: 5775.970703
	Iteration 8F: 3 clusters Score -1.220776e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -12212430.000000 Penalty: 5775.970703
	Iteration 9F: 3 clusters Score -1.221243e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -12214868.000000 Penalty: 5775.970703
	Iteration 10Q: 3 clusters Score -1.221487e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -12215904.000000 Penalty: 5775.970703
	Iteration 11Q: 3 clusters Score -1.22159e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -12216534.000000 Penalty: 5775.970703
	Iteration 12Q: 3 clusters Score -1.221653e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -12216995.000000 Penalty: 5775.970703
	Iteration 13Q: 3 clusters Score -1.2217e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -12217325.000000 Penalty: 5775.970703
	Iteration 14Q: 3 clusters Score -1.221732e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -12217685.000000 Penalty: 5775.970703
	Iteration 15Q: 3 clusters Score -1.221768e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -12218185.000000 Penalty: 5775.970703
	Iteration 16Q: 3 clusters Score -1.221818e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -12218692.000000 Penalty: 5775.970703
	Iteration 17Q: 3 clusters Score -1.221869e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -12219276.000000 Penalty: 5775.970703
	Iteration 18Q: 3 clusters Score -1.221928e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -12220009.000000 Penalty: 5775.970703
	Iteration 19Q: 3 clusters Score -1.222001e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -12220879.000000 Penalty: 5775.970703
	Iteration 20F: 3 clusters Score -1.222088e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -12222012.000000 Penalty: 5775.970703
	Iteration 21Q: 3 clusters Score -1.222201e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -12223188.000000 Penalty: 5775.970703
	Iteration 22Q: 3 clusters Score -1.222319e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -12224468.000000 Penalty: 5775.970703
	Iteration 23Q: 3 clusters Score -1.222447e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -12225753.000000 Penalty: 5775.970703
	Iteration 24Q: 3 clusters Score -1.222575e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -12227028.000000 Penalty: 5775.970703
	Iteration 25Q: 3 clusters Score -1.222703e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -12228132.000000 Penalty: 5775.970703
	Iteration 26Q: 3 clusters Score -1.222813e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -12228904.000000 Penalty: 5775.970703
	Iteration 27Q: 3 clusters Score -1.22289e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -12229342.000000 Penalty: 5775.970703
	Iteration 28Q: 3 clusters Score -1.222934e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -12229575.000000 Penalty: 5775.970703
	Iteration 29Q: 3 clusters Score -1.222958e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -12229721.000000 Penalty: 5775.970703
	Iteration 30Q: 3 clusters Score -1.222972e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -12229832.000000 Penalty: 5775.970703
	Iteration 31Q: 3 clusters Score -1.222983e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -12229898.000000 Penalty: 5775.970703
	Iteration 32Q: 3 clusters Score -1.22299e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -12229952.000000 Penalty: 5775.970703
	Iteration 33Q: 3 clusters Score -1.222995e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -12230032.000000 Penalty: 5775.970703
	Iteration 34Q: 3 clusters Score -1.223003e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -12230084.000000 Penalty: 5775.970703
	Iteration 35Q: 3 clusters Score -1.223008e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -12230139.000000 Penalty: 5775.970703
	Iteration 36Q: 3 clusters Score -1.223014e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -12230168.000000 Penalty: 5775.970703
	Iteration 37Q: 3 clusters Score -1.223017e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -12230195.000000 Penalty: 5775.970703
	Iteration 38Q: 3 clusters Score -1.22302e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -12230254.000000 Penalty: 5775.970703
	Iteration 39Q: 3 clusters Score -1.223025e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -12230353.000000 Penalty: 5775.970703
	Iteration 40F: 3 clusters Score -1.223035e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -12230378.000000 Penalty: 5775.970703
	Iteration 41Q: 3 clusters Score -1.223038e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -12230473.000000 Penalty: 5775.970703
	Iteration 42Q: 3 clusters Score -1.223047e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -12230533.000000 Penalty: 5775.970703
	Iteration 43Q: 3 clusters Score -1.223053e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -12230556.000000 Penalty: 5775.970703
	Iteration 44Q: 3 clusters Score -1.223056e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -12230556.000000 Penalty: 5775.970703
	Iteration 45Q: 3 clusters Score -1.223056e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -12230574.000000 Penalty: 5775.970703
	Iteration 46Q: 3 clusters Score -1.223057e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -12230525.000000 Penalty: 5775.970703
	Iteration 47Q: 3 clusters Score -1.223052e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -12230529.000000 Penalty: 5775.970703
	Iteration 48Q: 3 clusters Score -1.223053e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -12230539.000000 Penalty: 5775.970703
	Iteration 49Q: 3 clusters Score -1.223054e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -12230560.000000 Penalty: 5775.970703
	Iteration 50Q: 3 clusters Score -1.223056e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -12230530.000000 Penalty: 5775.970703
	Iteration 51Q: 3 clusters Score -1.223053e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -12230531.000000 Penalty: 5775.970703
	Iteration 52Q: 3 clusters Score -1.223053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -12230522.000000 Penalty: 5775.970703
	Iteration 53Q: 3 clusters Score -1.223052e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -12230515.000000 Penalty: 5775.970703
	Iteration 54Q: 3 clusters Score -1.223052e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -12230527.000000 Penalty: 5775.970703
	Iteration 55Q: 3 clusters Score -1.223053e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -12230565.000000 Penalty: 5775.970703
	Iteration 56Q: 3 clusters Score -1.223056e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -12230544.000000 Penalty: 5775.970703
	Iteration 57Q: 3 clusters Score -1.223054e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -12230562.000000 Penalty: 5775.970703
	Iteration 58Q: 3 clusters Score -1.223056e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -12230598.000000 Penalty: 5775.970703
	Iteration 59Q: 3 clusters Score -1.22306e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -12230603.000000 Penalty: 5775.970703
	Iteration 60F: 3 clusters Score -1.22306e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -12230610.000000 Penalty: 5775.970703
	Iteration 61Q: 3 clusters Score -1.223061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -12230604.000000 Penalty: 5775.970703
	Iteration 62Q: 3 clusters Score -1.22306e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -12230609.000000 Penalty: 5775.970703
	Iteration 63Q: 3 clusters Score -1.223061e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -12230622.000000 Penalty: 5775.970703
	Iteration 64Q: 3 clusters Score -1.223062e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -12230628.000000 Penalty: 5775.970703
	Iteration 65Q: 3 clusters Score -1.223063e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -12230635.000000 Penalty: 5775.970703
	Iteration 66Q: 3 clusters Score -1.223064e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -12230635.000000 Penalty: 5775.970703
	Iteration 67Q: 3 clusters Score -1.223064e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -12230637.000000 Penalty: 5775.970703
	Iteration 68Q: 3 clusters Score -1.223064e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -12230656.000000 Penalty: 5775.970703
	Iteration 69Q: 3 clusters Score -1.223066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -12230657.000000 Penalty: 5775.970703
	Iteration 70Q: 3 clusters Score -1.223066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -12230654.000000 Penalty: 5775.970703
	Iteration 71Q: 3 clusters Score -1.223065e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -12230645.000000 Penalty: 5775.970703
	Iteration 72Q: 3 clusters Score -1.223064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -12230638.000000 Penalty: 5775.970703
	Iteration 73Q: 3 clusters Score -1.223064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -12230640.000000 Penalty: 5775.970703
	Iteration 74Q: 3 clusters Score -1.223064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -12230643.000000 Penalty: 5775.970703
	Iteration 75Q: 3 clusters Score -1.223064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -12230645.000000 Penalty: 5775.970703
	Iteration 76Q: 3 clusters Score -1.223064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -12230644.000000 Penalty: 5775.970703
	Iteration 77Q: 3 clusters Score -1.223064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -12230668.000000 Penalty: 5775.970703
	Iteration 78Q: 3 clusters Score -1.223067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -12230661.000000 Penalty: 5775.970703
	Iteration 79Q: 3 clusters Score -1.223066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -12230677.000000 Penalty: 5775.970703
	Iteration 80F: 3 clusters Score -1.223068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -12230670.000000 Penalty: 5775.970703
	Iteration 81Q: 3 clusters Score -1.223067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -12230650.000000 Penalty: 5775.970703
	Iteration 82Q: 3 clusters Score -1.223065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -12230644.000000 Penalty: 5775.970703
	Iteration 83Q: 3 clusters Score -1.223064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -12230646.000000 Penalty: 5775.970703
	Iteration 84Q: 3 clusters Score -1.223065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -12230649.000000 Penalty: 5775.970703
	Iteration 85Q: 3 clusters Score -1.223065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -12230668.000000 Penalty: 5775.970703
	Iteration 86Q: 3 clusters Score -1.223067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -12230656.000000 Penalty: 5775.970703
	Iteration 87Q: 3 clusters Score -1.223066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -12230669.000000 Penalty: 5775.970703
	Iteration 88Q: 3 clusters Score -1.223067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -12230680.000000 Penalty: 5775.970703
	Iteration 89Q: 3 clusters Score -1.223068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -12230672.000000 Penalty: 5775.970703
	Iteration 90Q: 3 clusters Score -1.223067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -12230668.000000 Penalty: 5775.970703
	Iteration 91Q: 3 clusters Score -1.223067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -12230676.000000 Penalty: 5775.970703
	Iteration 92Q: 3 clusters Score -1.223068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -12230675.000000 Penalty: 5775.970703
	Iteration 93Q: 3 clusters Score -1.223068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -12230678.000000 Penalty: 5775.970703
	Iteration 94Q: 3 clusters Score -1.223068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -12230678.000000 Penalty: 5775.970703
	Iteration 95Q: 3 clusters Score -1.223068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -12230670.000000 Penalty: 5775.970703
	Iteration 96Q: 3 clusters Score -1.223067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -12230667.000000 Penalty: 5775.970703
	Iteration 97Q: 3 clusters Score -1.223067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -12230671.000000 Penalty: 5775.970703
	Iteration 98Q: 3 clusters Score -1.223067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -12230671.000000 Penalty: 5775.970703
	Iteration 99Q: 3 clusters Score -1.223067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -12230675.000000 Penalty: 5775.970703
	Iteration 100F: 3 clusters Score -1.223068e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -12230667.000000 Penalty: 5775.970703
	Iteration 101Q: 3 clusters Score -1.223067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -12230689.000000 Penalty: 5775.970703
	Iteration 102Q: 3 clusters Score -1.223069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -12230687.000000 Penalty: 5775.970703
	Iteration 103Q: 3 clusters Score -1.223069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -12230689.000000 Penalty: 5775.970703
	Iteration 104Q: 3 clusters Score -1.223069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -12230679.000000 Penalty: 5775.970703
	Iteration 105Q: 3 clusters Score -1.223068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -12230679.000000 Penalty: 5775.970703
	Iteration 106Q: 3 clusters Score -1.223068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -12230673.000000 Penalty: 5775.970703
	Iteration 107Q: 3 clusters Score -1.223067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -12230675.000000 Penalty: 5775.970703
	Iteration 108Q: 3 clusters Score -1.223068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -12230677.000000 Penalty: 5775.970703
	Iteration 109Q: 3 clusters Score -1.223068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -12230673.000000 Penalty: 5775.970703
	Iteration 110Q: 3 clusters Score -1.223067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -12230673.000000 Penalty: 5775.970703
	Iteration 111Q: 3 clusters Score -1.223067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -12230681.000000 Penalty: 5775.970703
	Iteration 112Q: 3 clusters Score -1.223068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -12230691.000000 Penalty: 5775.970703
	Iteration 113Q: 3 clusters Score -1.223069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -12230693.000000 Penalty: 5775.970703
	Iteration 114Q: 3 clusters Score -1.223069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -12230691.000000 Penalty: 5775.970703
	Iteration 115Q: 3 clusters Score -1.223069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -12230693.000000 Penalty: 5775.970703
	Iteration 116Q: 3 clusters Score -1.223069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -12230690.000000 Penalty: 5775.970703
	Iteration 117Q: 3 clusters Score -1.223069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -12230681.000000 Penalty: 5775.970703
	Iteration 118Q: 3 clusters Score -1.223068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -12230681.000000 Penalty: 5775.970703
	Iteration 119Q: 3 clusters Score -1.223068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -12230680.000000 Penalty: 5775.970703
	Iteration 120F: 3 clusters Score -1.223068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -12230677.000000 Penalty: 5775.970703
	Iteration 121Q: 3 clusters Score -1.223068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -12230683.000000 Penalty: 5775.970703
	Iteration 122Q: 3 clusters Score -1.223068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -12230672.000000 Penalty: 5775.970703
	Iteration 123Q: 3 clusters Score -1.223067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -12230673.000000 Penalty: 5775.970703
	Iteration 124Q: 3 clusters Score -1.223067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -12230684.000000 Penalty: 5775.970703
	Iteration 125Q: 3 clusters Score -1.223068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -12230687.000000 Penalty: 5775.970703
	Iteration 126Q: 3 clusters Score -1.223069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -12230681.000000 Penalty: 5775.970703
	Iteration 127Q: 3 clusters Score -1.223068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -12230682.000000 Penalty: 5775.970703
	Iteration 128Q: 3 clusters Score -1.223068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -12230681.000000 Penalty: 5775.970703
	Iteration 129Q: 3 clusters Score -1.223068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -12230682.000000 Penalty: 5775.970703
	Iteration 130Q: 3 clusters Score -1.223068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -12230682.000000 Penalty: 5775.970703
	Iteration 131F: 3 clusters Score -1.223068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Entering Unmasked Estep 
Score: -1470199.875000 Penalty: 2368.511230
	Iteration 0F: 2 clusters Score -1470200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1459958.625000 Penalty: 4737.022461
	Iteration 0F: 3 clusters Score -1459959 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1462995.500000 Penalty: 4737.022461
	Iteration 1F: 3 clusters Score -1462996 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1463375.500000 Penalty: 4737.022461
	Iteration 2F: 3 clusters Score -1463376 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1463649.875000 Penalty: 4737.022461
	Iteration 3Q: 3 clusters Score -1463650 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1463910.875000 Penalty: 4737.022461
	Iteration 4Q: 3 clusters Score -1463911 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1464131.750000 Penalty: 4737.022461
	Iteration 5Q: 3 clusters Score -1464132 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1464332.750000 Penalty: 4737.022461
	Iteration 6Q: 3 clusters Score -1464333 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1464540.125000 Penalty: 4737.022461
	Iteration 7Q: 3 clusters Score -1464540 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1464767.500000 Penalty: 4737.022461
	Iteration 8Q: 3 clusters Score -1464768 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1465027.250000 Penalty: 4737.022461
	Iteration 9Q: 3 clusters Score -1465027 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1465272.125000 Penalty: 4737.022461
	Iteration 10Q: 3 clusters Score -1465272 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1465491.500000 Penalty: 4737.022461
	Iteration 11Q: 3 clusters Score -1465492 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1465753.875000 Penalty: 4737.022461
	Iteration 12Q: 3 clusters Score -1465754 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1466061.875000 Penalty: 4737.022461
	Iteration 13Q: 3 clusters Score -1466062 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1466371.625000 Penalty: 4737.022461
	Iteration 14Q: 3 clusters Score -1466372 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1466698.875000 Penalty: 4737.022461
	Iteration 15Q: 3 clusters Score -1466699 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1466989.625000 Penalty: 4737.022461
	Iteration 16Q: 3 clusters Score -1466990 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1467224.250000 Penalty: 4737.022461
	Iteration 17Q: 3 clusters Score -1467224 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1467411.125000 Penalty: 4737.022461
	Iteration 18Q: 3 clusters Score -1467411 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1467537.375000 Penalty: 4737.022461
	Iteration 19Q: 3 clusters Score -1467537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1467639.625000 Penalty: 4737.022461
	Iteration 20F: 3 clusters Score -1467640 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1467707.750000 Penalty: 4737.022461
	Iteration 21Q: 3 clusters Score -1467708 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1467757.500000 Penalty: 4737.022461
	Iteration 22Q: 3 clusters Score -1467758 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1467784.750000 Penalty: 4737.022461
	Iteration 23Q: 3 clusters Score -1467785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1467798.125000 Penalty: 4737.022461
	Iteration 24Q: 3 clusters Score -1467798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1467811.625000 Penalty: 4737.022461
	Iteration 25Q: 3 clusters Score -1467812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1467819.125000 Penalty: 4737.022461
	Iteration 26Q: 3 clusters Score -1467819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1467825.750000 Penalty: 4737.022461
	Iteration 27Q: 3 clusters Score -1467826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1467832.500000 Penalty: 4737.022461
	Iteration 28Q: 3 clusters Score -1467832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1467842.625000 Penalty: 4737.022461
	Iteration 29Q: 3 clusters Score -1467843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1467846.250000 Penalty: 4737.022461
	Iteration 30Q: 3 clusters Score -1467846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1467848.875000 Penalty: 4737.022461
	Iteration 31Q: 3 clusters Score -1467849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1467859.375000 Penalty: 4737.022461
	Iteration 32Q: 3 clusters Score -1467859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1467862.750000 Penalty: 4737.022461
	Iteration 33Q: 3 clusters Score -1467863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1467867.000000 Penalty: 4737.022461
	Iteration 34Q: 3 clusters Score -1467867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1467868.250000 Penalty: 4737.022461
	Iteration 35Q: 3 clusters Score -1467868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1467874.875000 Penalty: 4737.022461
	Iteration 36Q: 3 clusters Score -1467875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1467878.875000 Penalty: 4737.022461
	Iteration 37Q: 3 clusters Score -1467879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1467888.250000 Penalty: 4737.022461
	Iteration 38Q: 3 clusters Score -1467888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1467894.750000 Penalty: 4737.022461
	Iteration 39Q: 3 clusters Score -1467895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1467893.000000 Penalty: 4737.022461
	Iteration 40F: 3 clusters Score -1467893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1467898.250000 Penalty: 4737.022461
	Iteration 41Q: 3 clusters Score -1467898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1467906.875000 Penalty: 4737.022461
	Iteration 42Q: 3 clusters Score -1467907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1467907.625000 Penalty: 4737.022461
	Iteration 43Q: 3 clusters Score -1467908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1467914.250000 Penalty: 4737.022461
	Iteration 44Q: 3 clusters Score -1467914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1467921.000000 Penalty: 4737.022461
	Iteration 45Q: 3 clusters Score -1467921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1467926.125000 Penalty: 4737.022461
	Iteration 46Q: 3 clusters Score -1467926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1467934.625000 Penalty: 4737.022461
	Iteration 47Q: 3 clusters Score -1467935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1467937.875000 Penalty: 4737.022461
	Iteration 48Q: 3 clusters Score -1467938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1467939.500000 Penalty: 4737.022461
	Iteration 49Q: 3 clusters Score -1467940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1467939.250000 Penalty: 4737.022461
	Iteration 50Q: 3 clusters Score -1467939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1467942.625000 Penalty: 4737.022461
	Iteration 51Q: 3 clusters Score -1467943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1467942.375000 Penalty: 4737.022461
	Iteration 52Q: 3 clusters Score -1467942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1467947.375000 Penalty: 4737.022461
	Iteration 53Q: 3 clusters Score -1467947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1467943.625000 Penalty: 4737.022461
	Iteration 54Q: 3 clusters Score -1467944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1467947.500000 Penalty: 4737.022461
	Iteration 55Q: 3 clusters Score -1467948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1467949.375000 Penalty: 4737.022461
	Iteration 56Q: 3 clusters Score -1467949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1467949.375000 Penalty: 4737.022461
	Iteration 57Q: 3 clusters Score -1467949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1467954.375000 Penalty: 4737.022461
	Iteration 58Q: 3 clusters Score -1467954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1467958.500000 Penalty: 4737.022461
	Iteration 59Q: 3 clusters Score -1467958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1467959.750000 Penalty: 4737.022461
	Iteration 60F: 3 clusters Score -1467960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1467963.750000 Penalty: 4737.022461
	Iteration 61Q: 3 clusters Score -1467964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1467963.750000 Penalty: 4737.022461
	Iteration 62Q: 3 clusters Score -1467964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1467963.625000 Penalty: 4737.022461
	Iteration 63Q: 3 clusters Score -1467964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1467965.750000 Penalty: 4737.022461
	Iteration 64Q: 3 clusters Score -1467966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1467964.875000 Penalty: 4737.022461
	Iteration 65Q: 3 clusters Score -1467965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1467967.375000 Penalty: 4737.022461
	Iteration 66Q: 3 clusters Score -1467967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1467965.375000 Penalty: 4737.022461
	Iteration 67Q: 3 clusters Score -1467965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1467966.875000 Penalty: 4737.022461
	Iteration 68Q: 3 clusters Score -1467967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1467966.750000 Penalty: 4737.022461
	Iteration 69Q: 3 clusters Score -1467967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1467971.125000 Penalty: 4737.022461
	Iteration 70Q: 3 clusters Score -1467971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1467971.250000 Penalty: 4737.022461
	Iteration 71Q: 3 clusters Score -1467971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1467973.000000 Penalty: 4737.022461
	Iteration 72Q: 3 clusters Score -1467973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1467975.875000 Penalty: 4737.022461
	Iteration 73Q: 3 clusters Score -1467976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1467976.250000 Penalty: 4737.022461
	Iteration 74Q: 3 clusters Score -1467976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1467978.125000 Penalty: 4737.022461
	Iteration 75Q: 3 clusters Score -1467978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1467975.375000 Penalty: 4737.022461
	Iteration 76Q: 3 clusters Score -1467975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1467978.000000 Penalty: 4737.022461
	Iteration 77Q: 3 clusters Score -1467978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1467980.250000 Penalty: 4737.022461
	Iteration 78Q: 3 clusters Score -1467980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1467982.000000 Penalty: 4737.022461
	Iteration 79Q: 3 clusters Score -1467982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1467982.250000 Penalty: 4737.022461
	Iteration 80F: 3 clusters Score -1467982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1467980.375000 Penalty: 4737.022461
	Iteration 81Q: 3 clusters Score -1467980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1467984.750000 Penalty: 4737.022461
	Iteration 82Q: 3 clusters Score -1467985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1467988.375000 Penalty: 4737.022461
	Iteration 83Q: 3 clusters Score -1467988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1467988.875000 Penalty: 4737.022461
	Iteration 84Q: 3 clusters Score -1467989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1467988.500000 Penalty: 4737.022461
	Iteration 85Q: 3 clusters Score -1467988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1467991.250000 Penalty: 4737.022461
	Iteration 86Q: 3 clusters Score -1467991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1467991.125000 Penalty: 4737.022461
	Iteration 87Q: 3 clusters Score -1467991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1467993.000000 Penalty: 4737.022461
	Iteration 88Q: 3 clusters Score -1467993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1467991.000000 Penalty: 4737.022461
	Iteration 89Q: 3 clusters Score -1467991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1467992.000000 Penalty: 4737.022461
	Iteration 90Q: 3 clusters Score -1467992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1467992.000000 Penalty: 4737.022461
	Iteration 91Q: 3 clusters Score -1467992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1467990.375000 Penalty: 4737.022461
	Iteration 92Q: 3 clusters Score -1467990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1467991.625000 Penalty: 4737.022461
	Iteration 93Q: 3 clusters Score -1467992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1467992.250000 Penalty: 4737.022461
	Iteration 94Q: 3 clusters Score -1467992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1467992.250000 Penalty: 4737.022461
	Iteration 95F: 3 clusters Score -1467992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Entering Unmasked Estep 
Score: -6525000.000000 Penalty: 2742.620117
	Iteration 0F: 2 clusters Score -6525000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -6482226.000000 Penalty: 5485.240234
	Iteration 0F: 3 clusters Score -6482226 nChanged 29561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -6498674.000000 Penalty: 5485.240234
	Iteration 1F: 3 clusters Score -6498674 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -6499306.000000 Penalty: 5485.240234
	Iteration 2Q: 3 clusters Score -6499306 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -6499964.500000 Penalty: 5485.240234
	Iteration 3Q: 3 clusters Score -6499964 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -6500833.500000 Penalty: 5485.240234
	Iteration 4Q: 3 clusters Score -6500834 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -6502054.000000 Penalty: 5485.240234
	Iteration 5Q: 3 clusters Score -6502054 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -6503955.500000 Penalty: 5485.240234
	Iteration 6F: 3 clusters Score -6503956 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -6507063.500000 Penalty: 5485.240234
	Iteration 7F: 3 clusters Score -6507064 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -6511258.000000 Penalty: 5485.240234
	Iteration 8F: 3 clusters Score -6511258 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6516107.000000 Penalty: 5485.240234
	Iteration 9F: 3 clusters Score -6516107 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -6519761.000000 Penalty: 5485.240234
	Iteration 10F: 3 clusters Score -6519761 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -6521594.000000 Penalty: 5485.240234
	Iteration 11Q: 3 clusters Score -6521594 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -6522183.500000 Penalty: 5485.240234
	Iteration 12Q: 3 clusters Score -6522184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -6522395.500000 Penalty: 5485.240234
	Iteration 13Q: 3 clusters Score -6522396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -6522488.500000 Penalty: 5485.240234
	Iteration 14Q: 3 clusters Score -6522488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -6522577.500000 Penalty: 5485.240234
	Iteration 15Q: 3 clusters Score -6522578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -6522623.500000 Penalty: 5485.240234
	Iteration 16Q: 3 clusters Score -6522624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -6522642.000000 Penalty: 5485.240234
	Iteration 17Q: 3 clusters Score -6522642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -6522648.500000 Penalty: 5485.240234
	Iteration 18Q: 3 clusters Score -6522648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -6522651.500000 Penalty: 5485.240234
	Iteration 19Q: 3 clusters Score -6522652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -6522650.000000 Penalty: 5485.240234
	Iteration 20F: 3 clusters Score -6522650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -250302.125000 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -250302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247336.093750 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -247336.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -247843.125000 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -247843.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -247974.218750 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -247974.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -248059.015625 Penalty: 3883.496582
	Iteration 3Q: 3 clusters Score -248059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -248118.937500 Penalty: 3883.496582
	Iteration 4Q: 3 clusters Score -248118.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -248156.343750 Penalty: 3883.496582
	Iteration 5Q: 3 clusters Score -248156.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -248184.390625 Penalty: 3883.496582
	Iteration 6Q: 3 clusters Score -248184.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -248207.828125 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -248207.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -248225.078125 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -248225.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -248242.109375 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -248242.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -248257.125000 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -248257.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -248277.375000 Penalty: 3883.496582
	Iteration 11Q: 3 clusters Score -248277.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -248294.609375 Penalty: 3883.496582
	Iteration 12Q: 3 clusters Score -248294.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -248315.625000 Penalty: 3883.496582
	Iteration 13Q: 3 clusters Score -248315.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -248340.250000 Penalty: 3883.496582
	Iteration 14Q: 3 clusters Score -248340.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -248370.031250 Penalty: 3883.496582
	Iteration 15Q: 3 clusters Score -248370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -248391.375000 Penalty: 3883.496582
	Iteration 16Q: 3 clusters Score -248391.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -248412.078125 Penalty: 3883.496582
	Iteration 17Q: 3 clusters Score -248412.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -248437.062500 Penalty: 3883.496582
	Iteration 18Q: 3 clusters Score -248437.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -248459.562500 Penalty: 3883.496582
	Iteration 19Q: 3 clusters Score -248459.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -248479.953125 Penalty: 3883.496582
	Iteration 20F: 3 clusters Score -248480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -248501.359375 Penalty: 3883.496582
	Iteration 21Q: 3 clusters Score -248501.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -248525.578125 Penalty: 3883.496582
	Iteration 22Q: 3 clusters Score -248525.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -248551.031250 Penalty: 3883.496582
	Iteration 23Q: 3 clusters Score -248551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -248573.343750 Penalty: 3883.496582
	Iteration 24Q: 3 clusters Score -248573.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -248592.187500 Penalty: 3883.496582
	Iteration 25Q: 3 clusters Score -248592.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -248606.265625 Penalty: 3883.496582
	Iteration 26Q: 3 clusters Score -248606.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -248624.859375 Penalty: 3883.496582
	Iteration 27Q: 3 clusters Score -248624.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -248648.734375 Penalty: 3883.496582
	Iteration 28Q: 3 clusters Score -248648.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -248669.281250 Penalty: 3883.496582
	Iteration 29Q: 3 clusters Score -248669.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -248687.328125 Penalty: 3883.496582
	Iteration 30Q: 3 clusters Score -248687.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -248702.734375 Penalty: 3883.496582
	Iteration 31Q: 3 clusters Score -248702.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -248722.843750 Penalty: 3883.496582
	Iteration 32Q: 3 clusters Score -248722.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -248741.906250 Penalty: 3883.496582
	Iteration 33Q: 3 clusters Score -248741.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -248769.468750 Penalty: 3883.496582
	Iteration 34Q: 3 clusters Score -248769.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -248796.375000 Penalty: 3883.496582
	Iteration 35Q: 3 clusters Score -248796.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -248818.062500 Penalty: 3883.496582
	Iteration 36Q: 3 clusters Score -248818.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -248833.015625 Penalty: 3883.496582
	Iteration 37Q: 3 clusters Score -248833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -248848.468750 Penalty: 3883.496582
	Iteration 38Q: 3 clusters Score -248848.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -248863.031250 Penalty: 3883.496582
	Iteration 39Q: 3 clusters Score -248863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -248873.953125 Penalty: 3883.496582
	Iteration 40F: 3 clusters Score -248874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -248882.921875 Penalty: 3883.496582
	Iteration 41Q: 3 clusters Score -248882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -248899.437500 Penalty: 3883.496582
	Iteration 42Q: 3 clusters Score -248899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -248912.171875 Penalty: 3883.496582
	Iteration 43Q: 3 clusters Score -248912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -248921.171875 Penalty: 3883.496582
	Iteration 44Q: 3 clusters Score -248921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -248931.875000 Penalty: 3883.496582
	Iteration 45Q: 3 clusters Score -248931.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -248942.125000 Penalty: 3883.496582
	Iteration 46Q: 3 clusters Score -248942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -248952.906250 Penalty: 3883.496582
	Iteration 47Q: 3 clusters Score -248952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -248965.015625 Penalty: 3883.496582
	Iteration 48Q: 3 clusters Score -248965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -248974.468750 Penalty: 3883.496582
	Iteration 49Q: 3 clusters Score -248974.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -248979.312500 Penalty: 3883.496582
	Iteration 50Q: 3 clusters Score -248979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -248980.531250 Penalty: 3883.496582
	Iteration 51Q: 3 clusters Score -248980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -248984.187500 Penalty: 3883.496582
	Iteration 52Q: 3 clusters Score -248984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -248988.234375 Penalty: 3883.496582
	Iteration 53Q: 3 clusters Score -248988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -248991.328125 Penalty: 3883.496582
	Iteration 54Q: 3 clusters Score -248991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -248992.687500 Penalty: 3883.496582
	Iteration 55Q: 3 clusters Score -248992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -248993.437500 Penalty: 3883.496582
	Iteration 56Q: 3 clusters Score -248993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -248996.796875 Penalty: 3883.496582
	Iteration 57Q: 3 clusters Score -248996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -248999.609375 Penalty: 3883.496582
	Iteration 58Q: 3 clusters Score -248999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -249006.250000 Penalty: 3883.496582
	Iteration 59Q: 3 clusters Score -249006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -249010.468750 Penalty: 3883.496582
	Iteration 60F: 3 clusters Score -249010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -249017.093750 Penalty: 3883.496582
	Iteration 61Q: 3 clusters Score -249017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -249027.656250 Penalty: 3883.496582
	Iteration 62Q: 3 clusters Score -249027.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -249041.750000 Penalty: 3883.496582
	Iteration 63Q: 3 clusters Score -249041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -249052.328125 Penalty: 3883.496582
	Iteration 64Q: 3 clusters Score -249052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -249061.593750 Penalty: 3883.496582
	Iteration 65Q: 3 clusters Score -249061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -249075.578125 Penalty: 3883.496582
	Iteration 66Q: 3 clusters Score -249075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -249084.515625 Penalty: 3883.496582
	Iteration 67Q: 3 clusters Score -249084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -249091.234375 Penalty: 3883.496582
	Iteration 68Q: 3 clusters Score -249091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -249093.968750 Penalty: 3883.496582
	Iteration 69Q: 3 clusters Score -249094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -249096.031250 Penalty: 3883.496582
	Iteration 70Q: 3 clusters Score -249096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -249099.343750 Penalty: 3883.496582
	Iteration 71Q: 3 clusters Score -249099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -249103.453125 Penalty: 3883.496582
	Iteration 72Q: 3 clusters Score -249103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -249106.656250 Penalty: 3883.496582
	Iteration 73Q: 3 clusters Score -249106.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -249112.953125 Penalty: 3883.496582
	Iteration 74Q: 3 clusters Score -249113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -249114.765625 Penalty: 3883.496582
	Iteration 75Q: 3 clusters Score -249114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -249114.765625 Penalty: 3883.496582
	Iteration 76F: 3 clusters Score -249114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Entering Unmasked Estep 
Score: -4068642.250000 Penalty: 2614.610840
	Iteration 0F: 2 clusters Score -4068642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4042841.500000 Penalty: 5229.221680
	Iteration 0F: 3 clusters Score -4042842 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4052234.750000 Penalty: 5229.221680
	Iteration 1F: 3 clusters Score -4052235 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4052584.750000 Penalty: 5229.221680
	Iteration 2Q: 3 clusters Score -4052585 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4052903.500000 Penalty: 5229.221680
	Iteration 3Q: 3 clusters Score -4052904 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4053163.500000 Penalty: 5229.221680
	Iteration 4Q: 3 clusters Score -4053164 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4053377.000000 Penalty: 5229.221680
	Iteration 5Q: 3 clusters Score -4053377 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4053623.500000 Penalty: 5229.221680
	Iteration 6Q: 3 clusters Score -4053624 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4053828.000000 Penalty: 5229.221680
	Iteration 7Q: 3 clusters Score -4053828 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4054094.000000 Penalty: 5229.221680
	Iteration 8Q: 3 clusters Score -4054094 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4054462.500000 Penalty: 5229.221680
	Iteration 9Q: 3 clusters Score -4054462 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4054936.250000 Penalty: 5229.221680
	Iteration 10Q: 3 clusters Score -4054936 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4055699.500000 Penalty: 5229.221680
	Iteration 11Q: 3 clusters Score -4055700 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4056911.500000 Penalty: 5229.221680
	Iteration 12F: 3 clusters Score -4056912 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -4058645.500000 Penalty: 5229.221680
	Iteration 13F: 3 clusters Score -4058646 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4060796.500000 Penalty: 5229.221680
	Iteration 14F: 3 clusters Score -4060796 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4062911.500000 Penalty: 5229.221680
	Iteration 15F: 3 clusters Score -4062912 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4064456.750000 Penalty: 5229.221680
	Iteration 16Q: 3 clusters Score -4064457 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4065402.000000 Penalty: 5229.221680
	Iteration 17Q: 3 clusters Score -4065402 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4065849.000000 Penalty: 5229.221680
	Iteration 18Q: 3 clusters Score -4065849 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4066059.250000 Penalty: 5229.221680
	Iteration 19Q: 3 clusters Score -4066059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4066166.500000 Penalty: 5229.221680
	Iteration 20F: 3 clusters Score -4066166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4066213.750000 Penalty: 5229.221680
	Iteration 21Q: 3 clusters Score -4066214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4066245.750000 Penalty: 5229.221680
	Iteration 22Q: 3 clusters Score -4066246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4066261.000000 Penalty: 5229.221680
	Iteration 23Q: 3 clusters Score -4066261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4066267.750000 Penalty: 5229.221680
	Iteration 24Q: 3 clusters Score -4066268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4066274.250000 Penalty: 5229.221680
	Iteration 25Q: 3 clusters Score -4066274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4066277.250000 Penalty: 5229.221680
	Iteration 26Q: 3 clusters Score -4066277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4066278.500000 Penalty: 5229.221680
	Iteration 27Q: 3 clusters Score -4066278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4066283.500000 Penalty: 5229.221680
	Iteration 28Q: 3 clusters Score -4066284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4066296.750000 Penalty: 5229.221680
	Iteration 29Q: 3 clusters Score -4066297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4066298.750000 Penalty: 5229.221680
	Iteration 30Q: 3 clusters Score -4066299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4066302.500000 Penalty: 5229.221680
	Iteration 31Q: 3 clusters Score -4066302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4066308.500000 Penalty: 5229.221680
	Iteration 32Q: 3 clusters Score -4066308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4066310.250000 Penalty: 5229.221680
	Iteration 33Q: 3 clusters Score -4066310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4066308.750000 Penalty: 5229.221680
	Iteration 34Q: 3 clusters Score -4066309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4066311.500000 Penalty: 5229.221680
	Iteration 35Q: 3 clusters Score -4066312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4066311.750000 Penalty: 5229.221680
	Iteration 36Q: 3 clusters Score -4066312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4066311.750000 Penalty: 5229.221680
	Iteration 37F: 3 clusters Score -4066312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -42519.640625 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -42519.64 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 235 members 
Entering Unmasked Estep 
Score: -40996.199219 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -40996.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41137.382812 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -41137.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41184.437500 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -41184.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41191.886719 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -41191.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41194.539062 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -41194.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41194.539062 Penalty: 3041.088379
	Iteration 5F: 3 clusters Score -41194.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -32920.335938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -32920.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31506.853516 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -31506.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31648.515625 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -31648.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31726.894531 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -31726.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31764.146484 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -31764.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31785.208984 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -31785.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31802.296875 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -31802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31819.699219 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -31819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31833.138672 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -31833.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31837.498047 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -31837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31841.757812 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -31841.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31846.019531 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -31846.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31848.250000 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -31848.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31848.250000 Penalty: 2959.208984
	Iteration 12F: 3 clusters Score -31848.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (343351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343351 members 
Entering Unmasked Estep 
Score: -36530324.000000 Penalty: 3161.134033
	Iteration 0F: 2 clusters Score -3.653032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 172350 members 
Entering Unmasked Estep 
Score: -36310300.000000 Penalty: 6322.268066
	Iteration 0F: 3 clusters Score -3.63103e+07 nChanged 166475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 184717 members 
Entering Unmasked Estep 
Score: -36409816.000000 Penalty: 6322.268066
	Iteration 1F: 3 clusters Score -3.640982e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 193225 members 
Entering Unmasked Estep 
Score: -36412508.000000 Penalty: 6322.268066
	Iteration 2Q: 3 clusters Score -3.641251e+07 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 206266 members 
Entering Unmasked Estep 
Score: -36417420.000000 Penalty: 6322.268066
	Iteration 3Q: 3 clusters Score -3.641742e+07 nChanged 19718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117539 members 
Mstep: Class 2 contains 225812 members 
Entering Unmasked Estep 
Score: -36427116.000000 Penalty: 6322.268066
	Iteration 4F: 3 clusters Score -3.642712e+07 nChanged 27317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 253115 members 
Entering Unmasked Estep 
Score: -36445928.000000 Penalty: 6322.268066
	Iteration 5F: 3 clusters Score -3.644593e+07 nChanged 32894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 286009 members 
Entering Unmasked Estep 
Score: -36475340.000000 Penalty: 6322.268066
	Iteration 6F: 3 clusters Score -3.647534e+07 nChanged 30168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 316177 members 
Entering Unmasked Estep 
Score: -36504812.000000 Penalty: 6322.268066
	Iteration 7F: 3 clusters Score -3.650481e+07 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 334331 members 
Entering Unmasked Estep 
Score: -36521140.000000 Penalty: 6322.268066
	Iteration 8F: 3 clusters Score -3.652114e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 341066 members 
Entering Unmasked Estep 
Score: -36525696.000000 Penalty: 6322.268066
	Iteration 9Q: 3 clusters Score -3.65257e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 342682 members 
Entering Unmasked Estep 
Score: -36526964.000000 Penalty: 6322.268066
	Iteration 10Q: 3 clusters Score -3.652696e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 343028 members 
Entering Unmasked Estep 
Score: -36527296.000000 Penalty: 6322.268066
	Iteration 11Q: 3 clusters Score -3.65273e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343095 members 
Entering Unmasked Estep 
Score: -36527340.000000 Penalty: 6322.268066
	Iteration 12Q: 3 clusters Score -3.652734e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 343124 members 
Entering Unmasked Estep 
Score: -36527440.000000 Penalty: 6322.268066
	Iteration 13Q: 3 clusters Score -3.652744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343130 members 
Entering Unmasked Estep 
Score: -36527484.000000 Penalty: 6322.268066
	Iteration 14Q: 3 clusters Score -3.652748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343130 members 
Entering Unmasked Estep 
Score: -36527488.000000 Penalty: 6322.268066
	Iteration 15Q: 3 clusters Score -3.652749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 343129 members 
Entering Unmasked Estep 
Score: -36527500.000000 Penalty: 6322.268066
	Iteration 16Q: 3 clusters Score -3.65275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 343132 members 
Entering Unmasked Estep 
Score: -36527528.000000 Penalty: 6322.268066
	Iteration 17Q: 3 clusters Score -3.652753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 343135 members 
Entering Unmasked Estep 
Score: -36527528.000000 Penalty: 6322.268066
	Iteration 18Q: 3 clusters Score -3.652753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 343136 members 
Entering Unmasked Estep 
Score: -36527520.000000 Penalty: 6322.268066
	Iteration 19Q: 3 clusters Score -3.652752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 343134 members 
Entering Unmasked Estep 
Score: -36527540.000000 Penalty: 6322.268066
	Iteration 20F: 3 clusters Score -3.652754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 343135 members 
Entering Unmasked Estep 
Score: -36527528.000000 Penalty: 6322.268066
	Iteration 21Q: 3 clusters Score -3.652753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 343136 members 
Entering Unmasked Estep 
Score: -36527524.000000 Penalty: 6322.268066
	Iteration 22Q: 3 clusters Score -3.652752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 343136 members 
Entering Unmasked Estep 
Score: -36527524.000000 Penalty: 6322.268066
	Iteration 23Q: 3 clusters Score -3.652752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 343137 members 
Entering Unmasked Estep 
Score: -36527532.000000 Penalty: 6322.268066
	Iteration 24Q: 3 clusters Score -3.652753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 343138 members 
Entering Unmasked Estep 
Score: -36527536.000000 Penalty: 6322.268066
	Iteration 25Q: 3 clusters Score -3.652754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 343138 members 
Entering Unmasked Estep 
Score: -36527536.000000 Penalty: 6322.268066
	Iteration 26F: 3 clusters Score -3.652754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (342685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342685 members 
Entering Unmasked Estep 
Score: -36390784.000000 Penalty: 3160.652588
	Iteration 0F: 2 clusters Score -3.639078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -36169368.000000 Penalty: 6321.305176
	Iteration 0F: 3 clusters Score -3.616937e+07 nChanged 166141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174344 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -36267864.000000 Penalty: 6321.305176
	Iteration 1F: 3 clusters Score -3.626786e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -36268836.000000 Penalty: 6321.305176
	Iteration 2Q: 3 clusters Score -3.626884e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179317 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -36269860.000000 Penalty: 6321.305176
	Iteration 3Q: 3 clusters Score -3.626986e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -36271824.000000 Penalty: 6321.305176
	Iteration 4Q: 3 clusters Score -3.627182e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191510 members 
Mstep: Class 2 contains 151175 members 
Entering Unmasked Estep 
Score: -36274428.000000 Penalty: 6321.305176
	Iteration 5Q: 3 clusters Score -3.627443e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202868 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -36278672.000000 Penalty: 6321.305176
	Iteration 6Q: 3 clusters Score -3.627867e+07 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219681 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -36287368.000000 Penalty: 6321.305176
	Iteration 7F: 3 clusters Score -3.628737e+07 nChanged 23837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243464 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -36303092.000000 Penalty: 6321.305176
	Iteration 8F: 3 clusters Score -3.630309e+07 nChanged 29841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273305 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -36327488.000000 Penalty: 6321.305176
	Iteration 9F: 3 clusters Score -3.632749e+07 nChanged 30267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303572 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -36355280.000000 Penalty: 6321.305176
	Iteration 10F: 3 clusters Score -3.635528e+07 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325937 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -36375728.000000 Penalty: 6321.305176
	Iteration 11F: 3 clusters Score -3.637573e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337119 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -36383964.000000 Penalty: 6321.305176
	Iteration 12Q: 3 clusters Score -3.638396e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340916 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -36386588.000000 Penalty: 6321.305176
	Iteration 13Q: 3 clusters Score -3.638659e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342003 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -36387412.000000 Penalty: 6321.305176
	Iteration 14Q: 3 clusters Score -3.638741e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342269 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36387760.000000 Penalty: 6321.305176
	Iteration 15Q: 3 clusters Score -3.638776e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36387900.000000 Penalty: 6321.305176
	Iteration 16Q: 3 clusters Score -3.63879e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342391 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36387980.000000 Penalty: 6321.305176
	Iteration 17Q: 3 clusters Score -3.638798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342410 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36387996.000000 Penalty: 6321.305176
	Iteration 18Q: 3 clusters Score -3.6388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342414 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36387984.000000 Penalty: 6321.305176
	Iteration 19Q: 3 clusters Score -3.638798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342415 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36387992.000000 Penalty: 6321.305176
	Iteration 20F: 3 clusters Score -3.638799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -36089.031250 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -36089.03 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 211 members 
Entering Unmasked Estep 
Score: -34663.656250 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -34663.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34811.500000 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34865.636719 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -34865.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34880.785156 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34880.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34898.648438 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34898.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34903.792969 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34903.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34903.792969 Penalty: 2981.588623
	Iteration 6F: 3 clusters Score -34903.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 235953 members 
Mstep: Class 4 contains 35040 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 21995 members 
Mstep: Class 9 contains 6054 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33670 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 30742 members 
Mstep: Class 15 contains 126173 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49366 members 
Mstep: Class 18 contains 15110 members 
Mstep: Class 19 contains 114131 members 
Mstep: Class 20 contains 14051 members 
Mstep: Class 21 contains 63510 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 37903 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343351 members 
Mstep: Class 27 contains 342685 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426880.000000 Penalty: 98863.570312
Iteration 399Q: 29 clusters Score -1.584269e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 236024 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 21982 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33657 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 30738 members 
Mstep: Class 15 contains 126177 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49326 members 
Mstep: Class 18 contains 15107 members 
Mstep: Class 19 contains 114035 members 
Mstep: Class 20 contains 14042 members 
Mstep: Class 21 contains 63506 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 37970 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343364 members 
Mstep: Class 27 contains 342722 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426800.000000 Penalty: 98863.570312
Iteration 400F: 29 clusters Score -1.584268e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 236075 members 
Mstep: Class 4 contains 35015 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21283 members 
Mstep: Class 8 contains 21972 members 
Mstep: Class 9 contains 6054 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33645 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30736 members 
Mstep: Class 15 contains 126169 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49295 members 
Mstep: Class 18 contains 15105 members 
Mstep: Class 19 contains 113943 members 
Mstep: Class 20 contains 14033 members 
Mstep: Class 21 contains 63502 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38036 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343400 members 
Mstep: Class 27 contains 342749 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426784.000000 Penalty: 98863.570312
Iteration 401Q: 29 clusters Score -1.584268e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14119 members 
Mstep: Class 3 contains 236141 members 
Mstep: Class 4 contains 35012 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21281 members 
Mstep: Class 8 contains 21965 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33638 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30735 members 
Mstep: Class 15 contains 126156 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49264 members 
Mstep: Class 18 contains 15105 members 
Mstep: Class 19 contains 113848 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 63502 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38100 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343418 members 
Mstep: Class 27 contains 342760 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426784.000000 Penalty: 98863.570312
Iteration 402Q: 29 clusters Score -1.584268e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14121 members 
Mstep: Class 3 contains 236207 members 
Mstep: Class 4 contains 35007 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 6060 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33634 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 126140 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 113759 members 
Mstep: Class 20 contains 14018 members 
Mstep: Class 21 contains 63500 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38162 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343430 members 
Mstep: Class 27 contains 342777 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426736.000000 Penalty: 98863.570312
Iteration 403Q: 29 clusters Score -1.584267e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 236266 members 
Mstep: Class 4 contains 34998 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 6061 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33631 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 126126 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49195 members 
Mstep: Class 18 contains 15099 members 
Mstep: Class 19 contains 113679 members 
Mstep: Class 20 contains 14014 members 
Mstep: Class 21 contains 63502 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38232 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343432 members 
Mstep: Class 27 contains 342802 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426720.000000 Penalty: 98863.570312
Iteration 404Q: 29 clusters Score -1.584267e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 236315 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 21945 members 
Mstep: Class 9 contains 6061 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33628 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 126107 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49163 members 
Mstep: Class 18 contains 15091 members 
Mstep: Class 19 contains 113602 members 
Mstep: Class 20 contains 14011 members 
Mstep: Class 21 contains 63506 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38314 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343453 members 
Mstep: Class 27 contains 342802 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426608.000000 Penalty: 98863.570312
Iteration 405Q: 29 clusters Score -1.584266e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 236379 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21276 members 
Mstep: Class 8 contains 21941 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33618 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30732 members 
Mstep: Class 15 contains 126098 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49132 members 
Mstep: Class 18 contains 15082 members 
Mstep: Class 19 contains 113511 members 
Mstep: Class 20 contains 14007 members 
Mstep: Class 21 contains 63507 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 38388 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343468 members 
Mstep: Class 27 contains 342803 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426656.000000 Penalty: 98863.570312
Iteration 406Q: 29 clusters Score -1.584267e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 236431 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21275 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33612 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30733 members 
Mstep: Class 15 contains 126089 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49096 members 
Mstep: Class 18 contains 15072 members 
Mstep: Class 19 contains 113422 members 
Mstep: Class 20 contains 14009 members 
Mstep: Class 21 contains 63506 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 38475 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343476 members 
Mstep: Class 27 contains 342803 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426560.000000 Penalty: 98863.570312
Iteration 407Q: 29 clusters Score -1.584266e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14136 members 
Mstep: Class 3 contains 236485 members 
Mstep: Class 4 contains 34974 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21270 members 
Mstep: Class 8 contains 21939 members 
Mstep: Class 9 contains 6076 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33601 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30732 members 
Mstep: Class 15 contains 126077 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49052 members 
Mstep: Class 18 contains 15059 members 
Mstep: Class 19 contains 113337 members 
Mstep: Class 20 contains 14005 members 
Mstep: Class 21 contains 63505 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 38565 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343493 members 
Mstep: Class 27 contains 342821 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426560.000000 Penalty: 98863.570312
Iteration 408Q: 29 clusters Score -1.584266e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14141 members 
Mstep: Class 3 contains 236540 members 
Mstep: Class 4 contains 34972 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33589 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30731 members 
Mstep: Class 15 contains 126059 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 49005 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 113240 members 
Mstep: Class 20 contains 14004 members 
Mstep: Class 21 contains 63502 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 38649 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343494 members 
Mstep: Class 27 contains 342862 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426608.000000 Penalty: 98863.570312
Iteration 409Q: 29 clusters Score -1.584266e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14145 members 
Mstep: Class 3 contains 236597 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21259 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33576 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30732 members 
Mstep: Class 15 contains 126050 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48959 members 
Mstep: Class 18 contains 15057 members 
Mstep: Class 19 contains 113129 members 
Mstep: Class 20 contains 14003 members 
Mstep: Class 21 contains 63502 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 38722 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343490 members 
Mstep: Class 27 contains 342914 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426656.000000 Penalty: 98863.570312
Iteration 410Q: 29 clusters Score -1.584267e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14149 members 
Mstep: Class 3 contains 236655 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21254 members 
Mstep: Class 8 contains 21933 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33556 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30729 members 
Mstep: Class 15 contains 126044 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48913 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 113006 members 
Mstep: Class 20 contains 14004 members 
Mstep: Class 21 contains 63500 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 38803 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343510 members 
Mstep: Class 27 contains 342956 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426656.000000 Penalty: 98863.570312
Iteration 411Q: 29 clusters Score -1.584267e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 236707 members 
Mstep: Class 4 contains 34966 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21252 members 
Mstep: Class 8 contains 21929 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33542 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 126040 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48867 members 
Mstep: Class 18 contains 15053 members 
Mstep: Class 19 contains 112883 members 
Mstep: Class 20 contains 14001 members 
Mstep: Class 21 contains 63499 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38890 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343526 members 
Mstep: Class 27 contains 342993 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426624.000000 Penalty: 98863.570312
Iteration 412Q: 29 clusters Score -1.584266e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14168 members 
Mstep: Class 3 contains 236777 members 
Mstep: Class 4 contains 34959 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21248 members 
Mstep: Class 8 contains 21929 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33522 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30730 members 
Mstep: Class 15 contains 126031 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48813 members 
Mstep: Class 18 contains 15049 members 
Mstep: Class 19 contains 112759 members 
Mstep: Class 20 contains 13999 members 
Mstep: Class 21 contains 63494 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343551 members 
Mstep: Class 27 contains 343019 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426720.000000 Penalty: 98863.570312
Iteration 413Q: 29 clusters Score -1.584267e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14180 members 
Mstep: Class 3 contains 236834 members 
Mstep: Class 4 contains 34953 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21241 members 
Mstep: Class 8 contains 21928 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33504 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30730 members 
Mstep: Class 15 contains 126030 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48759 members 
Mstep: Class 18 contains 15050 members 
Mstep: Class 19 contains 112641 members 
Mstep: Class 20 contains 13998 members 
Mstep: Class 21 contains 63499 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39062 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343556 members 
Mstep: Class 27 contains 343062 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426880.000000 Penalty: 98863.570312
Iteration 414Q: 29 clusters Score -1.584269e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 236893 members 
Mstep: Class 4 contains 34946 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 8 contains 21927 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33488 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30728 members 
Mstep: Class 15 contains 126029 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48711 members 
Mstep: Class 18 contains 15045 members 
Mstep: Class 19 contains 112529 members 
Mstep: Class 20 contains 13994 members 
Mstep: Class 21 contains 63497 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39148 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343570 members 
Mstep: Class 27 contains 343093 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426768.000000 Penalty: 98863.570312
Iteration 415Q: 29 clusters Score -1.584268e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14201 members 
Mstep: Class 3 contains 236945 members 
Mstep: Class 4 contains 34935 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 21927 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33475 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30728 members 
Mstep: Class 15 contains 126029 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48667 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 112423 members 
Mstep: Class 20 contains 13986 members 
Mstep: Class 21 contains 63501 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343572 members 
Mstep: Class 27 contains 343130 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426736.000000 Penalty: 98863.570312
Iteration 416Q: 29 clusters Score -1.584267e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14207 members 
Mstep: Class 3 contains 237017 members 
Mstep: Class 4 contains 34923 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21237 members 
Mstep: Class 8 contains 21924 members 
Mstep: Class 9 contains 6101 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33446 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 126028 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48618 members 
Mstep: Class 18 contains 15038 members 
Mstep: Class 19 contains 112306 members 
Mstep: Class 20 contains 13981 members 
Mstep: Class 21 contains 63505 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39306 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343585 members 
Mstep: Class 27 contains 343180 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426784.000000 Penalty: 98863.570312
Iteration 417Q: 29 clusters Score -1.584268e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 237081 members 
Mstep: Class 4 contains 34915 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21236 members 
Mstep: Class 8 contains 21922 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33413 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 126027 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48574 members 
Mstep: Class 18 contains 15032 members 
Mstep: Class 19 contains 112187 members 
Mstep: Class 20 contains 13976 members 
Mstep: Class 21 contains 63505 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39368 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343608 members 
Mstep: Class 27 contains 343243 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426896.000000 Penalty: 98863.570312
Iteration 418Q: 29 clusters Score -1.584269e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 237136 members 
Mstep: Class 4 contains 34905 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 21921 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33382 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 126025 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48535 members 
Mstep: Class 18 contains 15029 members 
Mstep: Class 19 contains 112083 members 
Mstep: Class 20 contains 13971 members 
Mstep: Class 21 contains 63500 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39433 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343609 members 
Mstep: Class 27 contains 343316 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427104.000000 Penalty: 98863.570312
Iteration 419Q: 29 clusters Score -1.584271e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 237187 members 
Mstep: Class 4 contains 34901 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21231 members 
Mstep: Class 8 contains 21917 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33359 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30720 members 
Mstep: Class 15 contains 126025 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48491 members 
Mstep: Class 18 contains 15027 members 
Mstep: Class 19 contains 111990 members 
Mstep: Class 20 contains 13965 members 
Mstep: Class 21 contains 63492 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39511 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343616 members 
Mstep: Class 27 contains 343357 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426864.000000 Penalty: 98863.570312
Iteration 420F: 29 clusters Score -1.584269e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 237248 members 
Mstep: Class 4 contains 34892 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21228 members 
Mstep: Class 8 contains 21914 members 
Mstep: Class 9 contains 6107 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33348 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 126020 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48442 members 
Mstep: Class 18 contains 15025 members 
Mstep: Class 19 contains 111880 members 
Mstep: Class 20 contains 13958 members 
Mstep: Class 21 contains 63491 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39582 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343621 members 
Mstep: Class 27 contains 343413 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426896.000000 Penalty: 98863.570312
Iteration 421Q: 29 clusters Score -1.584269e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 237310 members 
Mstep: Class 4 contains 34877 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 21908 members 
Mstep: Class 9 contains 6111 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33336 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 126003 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48397 members 
Mstep: Class 18 contains 15024 members 
Mstep: Class 19 contains 111764 members 
Mstep: Class 20 contains 13947 members 
Mstep: Class 21 contains 63491 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39651 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343665 members 
Mstep: Class 27 contains 343458 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427024.000000 Penalty: 98863.570312
Iteration 422Q: 29 clusters Score -1.58427e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 237377 members 
Mstep: Class 4 contains 34868 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21219 members 
Mstep: Class 8 contains 21898 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33330 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 125987 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48361 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 111632 members 
Mstep: Class 20 contains 13934 members 
Mstep: Class 21 contains 63490 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39700 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343710 members 
Mstep: Class 27 contains 343519 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427072.000000 Penalty: 98863.570312
Iteration 423Q: 29 clusters Score -1.584271e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 237475 members 
Mstep: Class 4 contains 34858 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21214 members 
Mstep: Class 8 contains 21885 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33316 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 125977 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48343 members 
Mstep: Class 18 contains 15018 members 
Mstep: Class 19 contains 111476 members 
Mstep: Class 20 contains 13924 members 
Mstep: Class 21 contains 63494 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 39731 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343746 members 
Mstep: Class 27 contains 343576 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426976.000000 Penalty: 98863.570312
Iteration 424Q: 29 clusters Score -1.58427e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 237597 members 
Mstep: Class 4 contains 34840 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 21880 members 
Mstep: Class 9 contains 6122 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33298 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 125963 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48320 members 
Mstep: Class 18 contains 15015 members 
Mstep: Class 19 contains 111313 members 
Mstep: Class 20 contains 13914 members 
Mstep: Class 21 contains 63492 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 39778 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343765 members 
Mstep: Class 27 contains 343641 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427184.000000 Penalty: 98863.570312
Iteration 425Q: 29 clusters Score -1.584272e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14259 members 
Mstep: Class 3 contains 237695 members 
Mstep: Class 4 contains 34824 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 21873 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33285 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 125952 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48297 members 
Mstep: Class 18 contains 15012 members 
Mstep: Class 19 contains 111169 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 63488 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 39830 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343786 members 
Mstep: Class 27 contains 343697 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427232.000000 Penalty: 98863.570312
Iteration 426Q: 29 clusters Score -1.584272e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 237808 members 
Mstep: Class 4 contains 34815 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33268 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 125935 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48270 members 
Mstep: Class 18 contains 15011 members 
Mstep: Class 19 contains 111027 members 
Mstep: Class 20 contains 13899 members 
Mstep: Class 21 contains 63484 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 39886 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343814 members 
Mstep: Class 27 contains 343731 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427152.000000 Penalty: 98863.570312
Iteration 427Q: 29 clusters Score -1.584272e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14269 members 
Mstep: Class 3 contains 237914 members 
Mstep: Class 4 contains 34796 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 21847 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125913 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48237 members 
Mstep: Class 18 contains 15011 members 
Mstep: Class 19 contains 110888 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 63478 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 39950 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343846 members 
Mstep: Class 27 contains 343777 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427120.000000 Penalty: 98863.570312
Iteration 428Q: 29 clusters Score -1.584271e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 238029 members 
Mstep: Class 4 contains 34780 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 21833 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33233 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 125893 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48214 members 
Mstep: Class 18 contains 15009 members 
Mstep: Class 19 contains 110751 members 
Mstep: Class 20 contains 13884 members 
Mstep: Class 21 contains 63469 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40007 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343849 members 
Mstep: Class 27 contains 343841 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427136.000000 Penalty: 98863.570312
Iteration 429Q: 29 clusters Score -1.584271e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 238156 members 
Mstep: Class 4 contains 34759 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 8 contains 21831 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33227 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 125863 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48180 members 
Mstep: Class 18 contains 15010 members 
Mstep: Class 19 contains 110588 members 
Mstep: Class 20 contains 13878 members 
Mstep: Class 21 contains 63468 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40065 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343870 members 
Mstep: Class 27 contains 343905 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427008.000000 Penalty: 98863.570312
Iteration 430Q: 29 clusters Score -1.58427e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 238260 members 
Mstep: Class 4 contains 34745 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 8 contains 21828 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33223 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 125837 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48144 members 
Mstep: Class 18 contains 15010 members 
Mstep: Class 19 contains 110431 members 
Mstep: Class 20 contains 13867 members 
Mstep: Class 21 contains 63462 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 40117 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343891 members 
Mstep: Class 27 contains 343994 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426960.000000 Penalty: 98863.570312
Iteration 431Q: 29 clusters Score -1.58427e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 238360 members 
Mstep: Class 4 contains 34731 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33214 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 125819 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48111 members 
Mstep: Class 18 contains 15009 members 
Mstep: Class 19 contains 110289 members 
Mstep: Class 20 contains 13856 members 
Mstep: Class 21 contains 63467 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 40160 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343911 members 
Mstep: Class 27 contains 344066 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427248.000000 Penalty: 98863.570312
Iteration 432Q: 29 clusters Score -1.584272e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 238427 members 
Mstep: Class 4 contains 34720 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 125813 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48082 members 
Mstep: Class 18 contains 15008 members 
Mstep: Class 19 contains 110152 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 21 contains 63464 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40209 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343933 members 
Mstep: Class 27 contains 344130 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427456.000000 Penalty: 98863.570312
Iteration 433Q: 29 clusters Score -1.584275e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14313 members 
Mstep: Class 3 contains 238483 members 
Mstep: Class 4 contains 34701 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21132 members 
Mstep: Class 8 contains 21828 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30730 members 
Mstep: Class 15 contains 125796 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48051 members 
Mstep: Class 18 contains 15005 members 
Mstep: Class 19 contains 110038 members 
Mstep: Class 20 contains 13834 members 
Mstep: Class 21 contains 63459 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40259 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 343968 members 
Mstep: Class 27 contains 344183 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427312.000000 Penalty: 98863.570312
Iteration 434Q: 29 clusters Score -1.584273e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 238527 members 
Mstep: Class 4 contains 34687 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21128 members 
Mstep: Class 8 contains 21825 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33193 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125772 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 48023 members 
Mstep: Class 18 contains 15002 members 
Mstep: Class 19 contains 109937 members 
Mstep: Class 20 contains 13824 members 
Mstep: Class 21 contains 63457 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40314 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344013 members 
Mstep: Class 27 contains 344229 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427280.000000 Penalty: 98863.570312
Iteration 435Q: 29 clusters Score -1.584273e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 238574 members 
Mstep: Class 4 contains 34684 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21124 members 
Mstep: Class 8 contains 21818 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33183 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 125749 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47995 members 
Mstep: Class 18 contains 15001 members 
Mstep: Class 19 contains 109837 members 
Mstep: Class 20 contains 13812 members 
Mstep: Class 21 contains 63456 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40368 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344038 members 
Mstep: Class 27 contains 344287 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427136.000000 Penalty: 98863.570312
Iteration 436Q: 29 clusters Score -1.584271e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 238632 members 
Mstep: Class 4 contains 34675 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21119 members 
Mstep: Class 8 contains 21810 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33177 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 125721 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47965 members 
Mstep: Class 18 contains 15000 members 
Mstep: Class 19 contains 109739 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 21 contains 63455 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40420 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344065 members 
Mstep: Class 27 contains 344336 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427088.000000 Penalty: 98863.570312
Iteration 437Q: 29 clusters Score -1.584271e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 238683 members 
Mstep: Class 4 contains 34668 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21116 members 
Mstep: Class 8 contains 21804 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33176 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 125710 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47931 members 
Mstep: Class 18 contains 15000 members 
Mstep: Class 19 contains 109640 members 
Mstep: Class 20 contains 13790 members 
Mstep: Class 21 contains 63454 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40488 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344092 members 
Mstep: Class 27 contains 344360 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427136.000000 Penalty: 98863.570312
Iteration 438Q: 29 clusters Score -1.584271e+08 nChanged 432
Entering ConstructFrom: 
Score: -158427136.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -120879.914062 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -120879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118760.945312 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -118760.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -119215.148438 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -119215.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119446.328125 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -119446.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -119566.984375 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -119567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119619.484375 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -119619.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119683.390625 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -119683.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119728.593750 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -119728.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119770.179688 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -119770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119809.250000 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -119809.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119846.203125 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -119846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -119869.414062 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -119869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -119886.578125 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -119886.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119909.601562 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -119909.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -119931.531250 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -119931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119941.265625 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -119941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119949.734375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -119949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -119955.140625 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -119955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119958.023438 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -119958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -119959.031250 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -119959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -119961.117188 Penalty: 3543.234375
	Iteration 19F: 3 clusters Score -119961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -119966.304688 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -119966.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -119969.742188 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -119969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -119969.742188 Penalty: 3543.234375
	Iteration 22F: 3 clusters Score -119969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Entering Unmasked Estep 
Score: -1532100.875000 Penalty: 2373.802490
	Iteration 0F: 2 clusters Score -1532101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1521624.750000 Penalty: 4747.604980
	Iteration 0F: 3 clusters Score -1521625 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1524871.000000 Penalty: 4747.604980
	Iteration 1F: 3 clusters Score -1524871 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1525243.250000 Penalty: 4747.604980
	Iteration 2F: 3 clusters Score -1525243 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1525561.375000 Penalty: 4747.604980
	Iteration 3Q: 3 clusters Score -1525561 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1525920.750000 Penalty: 4747.604980
	Iteration 4Q: 3 clusters Score -1525921 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1526367.875000 Penalty: 4747.604980
	Iteration 5Q: 3 clusters Score -1526368 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1526875.250000 Penalty: 4747.604980
	Iteration 6F: 3 clusters Score -1526875 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1527440.750000 Penalty: 4747.604980
	Iteration 7F: 3 clusters Score -1527441 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1528032.375000 Penalty: 4747.604980
	Iteration 8F: 3 clusters Score -1528032 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1528594.750000 Penalty: 4747.604980
	Iteration 9F: 3 clusters Score -1528595 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1529135.625000 Penalty: 4747.604980
	Iteration 10F: 3 clusters Score -1529136 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1529497.625000 Penalty: 4747.604980
	Iteration 11Q: 3 clusters Score -1529498 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1529727.750000 Penalty: 4747.604980
	Iteration 12Q: 3 clusters Score -1529728 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1529867.500000 Penalty: 4747.604980
	Iteration 13Q: 3 clusters Score -1529868 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1529964.250000 Penalty: 4747.604980
	Iteration 14Q: 3 clusters Score -1529964 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1530045.750000 Penalty: 4747.604980
	Iteration 15Q: 3 clusters Score -1530046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1530091.125000 Penalty: 4747.604980
	Iteration 16Q: 3 clusters Score -1530091 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1530160.875000 Penalty: 4747.604980
	Iteration 17Q: 3 clusters Score -1530161 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1530259.500000 Penalty: 4747.604980
	Iteration 18Q: 3 clusters Score -1530260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1530354.125000 Penalty: 4747.604980
	Iteration 19Q: 3 clusters Score -1530354 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1530453.625000 Penalty: 4747.604980
	Iteration 20F: 3 clusters Score -1530454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1530517.875000 Penalty: 4747.604980
	Iteration 21Q: 3 clusters Score -1530518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1530561.250000 Penalty: 4747.604980
	Iteration 22Q: 3 clusters Score -1530561 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1530589.375000 Penalty: 4747.604980
	Iteration 23Q: 3 clusters Score -1530589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1530611.000000 Penalty: 4747.604980
	Iteration 24Q: 3 clusters Score -1530611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1530630.750000 Penalty: 4747.604980
	Iteration 25Q: 3 clusters Score -1530631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1530644.625000 Penalty: 4747.604980
	Iteration 26Q: 3 clusters Score -1530645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1530654.500000 Penalty: 4747.604980
	Iteration 27Q: 3 clusters Score -1530654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1530659.125000 Penalty: 4747.604980
	Iteration 28Q: 3 clusters Score -1530659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1530665.250000 Penalty: 4747.604980
	Iteration 29Q: 3 clusters Score -1530665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1530667.500000 Penalty: 4747.604980
	Iteration 30Q: 3 clusters Score -1530668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1530671.500000 Penalty: 4747.604980
	Iteration 31Q: 3 clusters Score -1530672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1530672.625000 Penalty: 4747.604980
	Iteration 32Q: 3 clusters Score -1530673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1530676.500000 Penalty: 4747.604980
	Iteration 33Q: 3 clusters Score -1530676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1530679.250000 Penalty: 4747.604980
	Iteration 34Q: 3 clusters Score -1530679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1530678.250000 Penalty: 4747.604980
	Iteration 35Q: 3 clusters Score -1530678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1530681.875000 Penalty: 4747.604980
	Iteration 36Q: 3 clusters Score -1530682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1530682.375000 Penalty: 4747.604980
	Iteration 37Q: 3 clusters Score -1530682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1530685.250000 Penalty: 4747.604980
	Iteration 38Q: 3 clusters Score -1530685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1530683.375000 Penalty: 4747.604980
	Iteration 39Q: 3 clusters Score -1530683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1530685.625000 Penalty: 4747.604980
	Iteration 40F: 3 clusters Score -1530686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1530688.250000 Penalty: 4747.604980
	Iteration 41Q: 3 clusters Score -1530688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1530689.500000 Penalty: 4747.604980
	Iteration 42Q: 3 clusters Score -1530690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1530686.125000 Penalty: 4747.604980
	Iteration 43Q: 3 clusters Score -1530686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1530684.625000 Penalty: 4747.604980
	Iteration 44Q: 3 clusters Score -1530685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1530689.375000 Penalty: 4747.604980
	Iteration 45Q: 3 clusters Score -1530689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1530691.750000 Penalty: 4747.604980
	Iteration 46Q: 3 clusters Score -1530692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1530693.500000 Penalty: 4747.604980
	Iteration 47Q: 3 clusters Score -1530694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1530694.125000 Penalty: 4747.604980
	Iteration 48Q: 3 clusters Score -1530694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1530691.500000 Penalty: 4747.604980
	Iteration 49Q: 3 clusters Score -1530692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1530692.375000 Penalty: 4747.604980
	Iteration 50Q: 3 clusters Score -1530692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1530694.875000 Penalty: 4747.604980
	Iteration 51Q: 3 clusters Score -1530695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1530696.625000 Penalty: 4747.604980
	Iteration 52Q: 3 clusters Score -1530697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1530696.000000 Penalty: 4747.604980
	Iteration 53Q: 3 clusters Score -1530696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1530695.875000 Penalty: 4747.604980
	Iteration 54Q: 3 clusters Score -1530696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1530694.625000 Penalty: 4747.604980
	Iteration 55Q: 3 clusters Score -1530695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1530697.250000 Penalty: 4747.604980
	Iteration 56Q: 3 clusters Score -1530697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1530695.000000 Penalty: 4747.604980
	Iteration 57Q: 3 clusters Score -1530695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1530695.000000 Penalty: 4747.604980
	Iteration 58F: 3 clusters Score -1530695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (238719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238719 members 
Entering Unmasked Estep 
Score: -25408486.000000 Penalty: 3070.994385
	Iteration 0F: 2 clusters Score -2.540849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -25252292.000000 Penalty: 6141.988770
	Iteration 0F: 3 clusters Score -2.525229e+07 nChanged 114874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124551 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -25319860.000000 Penalty: 6141.988770
	Iteration 1F: 3 clusters Score -2.531986e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128099 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -25321364.000000 Penalty: 6141.988770
	Iteration 2Q: 3 clusters Score -2.532136e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -25323716.000000 Penalty: 6141.988770
	Iteration 3Q: 3 clusters Score -2.532372e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142118 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -25327520.000000 Penalty: 6141.988770
	Iteration 4Q: 3 clusters Score -2.532752e+07 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154600 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -25334652.000000 Penalty: 6141.988770
	Iteration 5F: 3 clusters Score -2.533465e+07 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -25346756.000000 Penalty: 6141.988770
	Iteration 6F: 3 clusters Score -2.534676e+07 nChanged 21389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193197 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -25364630.000000 Penalty: 6141.988770
	Iteration 7F: 3 clusters Score -2.536463e+07 nChanged 20579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213762 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -25383224.000000 Penalty: 6141.988770
	Iteration 8F: 3 clusters Score -2.538322e+07 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227604 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -25396428.000000 Penalty: 6141.988770
	Iteration 9F: 3 clusters Score -2.539643e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234165 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -25402588.000000 Penalty: 6141.988770
	Iteration 10Q: 3 clusters Score -2.540259e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236595 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -25404786.000000 Penalty: 6141.988770
	Iteration 11Q: 3 clusters Score -2.540479e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237491 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -25405526.000000 Penalty: 6141.988770
	Iteration 12Q: 3 clusters Score -2.540553e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237788 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -25405792.000000 Penalty: 6141.988770
	Iteration 13Q: 3 clusters Score -2.540579e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237895 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -25405922.000000 Penalty: 6141.988770
	Iteration 14Q: 3 clusters Score -2.540592e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237951 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -25405940.000000 Penalty: 6141.988770
	Iteration 15Q: 3 clusters Score -2.540594e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237974 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -25405950.000000 Penalty: 6141.988770
	Iteration 16Q: 3 clusters Score -2.540595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237992 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -25406008.000000 Penalty: 6141.988770
	Iteration 17Q: 3 clusters Score -2.540601e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238002 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25406048.000000 Penalty: 6141.988770
	Iteration 18Q: 3 clusters Score -2.540605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238011 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -25406100.000000 Penalty: 6141.988770
	Iteration 19Q: 3 clusters Score -2.54061e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238021 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -25406130.000000 Penalty: 6141.988770
	Iteration 20F: 3 clusters Score -2.540613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238030 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25406128.000000 Penalty: 6141.988770
	Iteration 21Q: 3 clusters Score -2.540613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -25406126.000000 Penalty: 6141.988770
	Iteration 22Q: 3 clusters Score -2.540613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238038 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25406124.000000 Penalty: 6141.988770
	Iteration 23Q: 3 clusters Score -2.540612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238036 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -25406164.000000 Penalty: 6141.988770
	Iteration 24Q: 3 clusters Score -2.540616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -25406152.000000 Penalty: 6141.988770
	Iteration 25Q: 3 clusters Score -2.540615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238030 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25406172.000000 Penalty: 6141.988770
	Iteration 26Q: 3 clusters Score -2.540617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238028 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -25406170.000000 Penalty: 6141.988770
	Iteration 27Q: 3 clusters Score -2.540617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238027 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -25406150.000000 Penalty: 6141.988770
	Iteration 28Q: 3 clusters Score -2.540615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238028 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -25406138.000000 Penalty: 6141.988770
	Iteration 29Q: 3 clusters Score -2.540614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238034 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -25406178.000000 Penalty: 6141.988770
	Iteration 30Q: 3 clusters Score -2.540618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238030 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25406190.000000 Penalty: 6141.988770
	Iteration 31Q: 3 clusters Score -2.540619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -25406222.000000 Penalty: 6141.988770
	Iteration 32Q: 3 clusters Score -2.540622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238042 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -25406234.000000 Penalty: 6141.988770
	Iteration 33Q: 3 clusters Score -2.540623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238052 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25406262.000000 Penalty: 6141.988770
	Iteration 34Q: 3 clusters Score -2.540626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238051 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -25406292.000000 Penalty: 6141.988770
	Iteration 35Q: 3 clusters Score -2.540629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238048 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -25406336.000000 Penalty: 6141.988770
	Iteration 36Q: 3 clusters Score -2.540634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -25406372.000000 Penalty: 6141.988770
	Iteration 37Q: 3 clusters Score -2.540637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -25406456.000000 Penalty: 6141.988770
	Iteration 38Q: 3 clusters Score -2.540646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238038 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25406472.000000 Penalty: 6141.988770
	Iteration 39Q: 3 clusters Score -2.540647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238019 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -25406548.000000 Penalty: 6141.988770
	Iteration 40F: 3 clusters Score -2.540655e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238000 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -25406562.000000 Penalty: 6141.988770
	Iteration 41Q: 3 clusters Score -2.540656e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237981 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -25406552.000000 Penalty: 6141.988770
	Iteration 42Q: 3 clusters Score -2.540655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237972 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -25406586.000000 Penalty: 6141.988770
	Iteration 43Q: 3 clusters Score -2.540659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237964 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25406584.000000 Penalty: 6141.988770
	Iteration 44Q: 3 clusters Score -2.540658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237952 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25406576.000000 Penalty: 6141.988770
	Iteration 45Q: 3 clusters Score -2.540658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237940 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -25406612.000000 Penalty: 6141.988770
	Iteration 46Q: 3 clusters Score -2.540661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237930 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -25406616.000000 Penalty: 6141.988770
	Iteration 47Q: 3 clusters Score -2.540662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237923 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -25406602.000000 Penalty: 6141.988770
	Iteration 48Q: 3 clusters Score -2.54066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237916 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -25406624.000000 Penalty: 6141.988770
	Iteration 49Q: 3 clusters Score -2.540662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237907 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -25406628.000000 Penalty: 6141.988770
	Iteration 50Q: 3 clusters Score -2.540663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237905 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25406652.000000 Penalty: 6141.988770
	Iteration 51Q: 3 clusters Score -2.540665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237900 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -25406662.000000 Penalty: 6141.988770
	Iteration 52Q: 3 clusters Score -2.540666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237893 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -25406686.000000 Penalty: 6141.988770
	Iteration 53Q: 3 clusters Score -2.540669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -25406676.000000 Penalty: 6141.988770
	Iteration 54Q: 3 clusters Score -2.540668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237884 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -25406660.000000 Penalty: 6141.988770
	Iteration 55Q: 3 clusters Score -2.540666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -25406658.000000 Penalty: 6141.988770
	Iteration 56Q: 3 clusters Score -2.540666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237876 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25406666.000000 Penalty: 6141.988770
	Iteration 57Q: 3 clusters Score -2.540667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237875 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -25406666.000000 Penalty: 6141.988770
	Iteration 58Q: 3 clusters Score -2.540667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -25406666.000000 Penalty: 6141.988770
	Iteration 59Q: 3 clusters Score -2.540667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25406682.000000 Penalty: 6141.988770
	Iteration 60F: 3 clusters Score -2.540668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237862 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25406706.000000 Penalty: 6141.988770
	Iteration 61Q: 3 clusters Score -2.540671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25406694.000000 Penalty: 6141.988770
	Iteration 62Q: 3 clusters Score -2.540669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237857 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25406714.000000 Penalty: 6141.988770
	Iteration 63Q: 3 clusters Score -2.540671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237851 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -25406706.000000 Penalty: 6141.988770
	Iteration 64Q: 3 clusters Score -2.540671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237848 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -25406714.000000 Penalty: 6141.988770
	Iteration 65Q: 3 clusters Score -2.540671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237843 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -25406704.000000 Penalty: 6141.988770
	Iteration 66Q: 3 clusters Score -2.54067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237839 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -25406710.000000 Penalty: 6141.988770
	Iteration 67Q: 3 clusters Score -2.540671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237839 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -25406712.000000 Penalty: 6141.988770
	Iteration 68Q: 3 clusters Score -2.540671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237837 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -25406708.000000 Penalty: 6141.988770
	Iteration 69Q: 3 clusters Score -2.540671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237833 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -25406700.000000 Penalty: 6141.988770
	Iteration 70Q: 3 clusters Score -2.54067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237829 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25406722.000000 Penalty: 6141.988770
	Iteration 71Q: 3 clusters Score -2.540672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237827 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -25406742.000000 Penalty: 6141.988770
	Iteration 72Q: 3 clusters Score -2.540674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237825 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25406736.000000 Penalty: 6141.988770
	Iteration 73Q: 3 clusters Score -2.540674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237825 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25406732.000000 Penalty: 6141.988770
	Iteration 74Q: 3 clusters Score -2.540673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237822 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -25406736.000000 Penalty: 6141.988770
	Iteration 75Q: 3 clusters Score -2.540674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237819 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25406736.000000 Penalty: 6141.988770
	Iteration 76Q: 3 clusters Score -2.540674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237818 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -25406738.000000 Penalty: 6141.988770
	Iteration 77Q: 3 clusters Score -2.540674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237816 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -25406736.000000 Penalty: 6141.988770
	Iteration 78Q: 3 clusters Score -2.540674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237814 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25406734.000000 Penalty: 6141.988770
	Iteration 79Q: 3 clusters Score -2.540673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237813 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -25406732.000000 Penalty: 6141.988770
	Iteration 80F: 3 clusters Score -2.540673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237812 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -25406752.000000 Penalty: 6141.988770
	Iteration 81Q: 3 clusters Score -2.540675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237811 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -25406746.000000 Penalty: 6141.988770
	Iteration 82Q: 3 clusters Score -2.540675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237809 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -25406766.000000 Penalty: 6141.988770
	Iteration 83Q: 3 clusters Score -2.540677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237809 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -25406766.000000 Penalty: 6141.988770
	Iteration 84F: 3 clusters Score -2.540677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Entering Unmasked Estep 
Score: -3735948.000000 Penalty: 2592.457275
	Iteration 0F: 2 clusters Score -3735948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3712356.750000 Penalty: 5184.914551
	Iteration 0F: 3 clusters Score -3712357 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3721031.000000 Penalty: 5184.914551
	Iteration 1F: 3 clusters Score -3721031 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3721498.500000 Penalty: 5184.914551
	Iteration 2Q: 3 clusters Score -3721498 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3721923.000000 Penalty: 5184.914551
	Iteration 3Q: 3 clusters Score -3721923 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3722395.250000 Penalty: 5184.914551
	Iteration 4Q: 3 clusters Score -3722395 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3722925.000000 Penalty: 5184.914551
	Iteration 5Q: 3 clusters Score -3722925 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3723606.250000 Penalty: 5184.914551
	Iteration 6Q: 3 clusters Score -3723606 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3724434.000000 Penalty: 5184.914551
	Iteration 7Q: 3 clusters Score -3724434 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3725536.250000 Penalty: 5184.914551
	Iteration 8F: 3 clusters Score -3725536 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3726980.750000 Penalty: 5184.914551
	Iteration 9F: 3 clusters Score -3726981 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3728744.750000 Penalty: 5184.914551
	Iteration 10F: 3 clusters Score -3728745 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3730572.250000 Penalty: 5184.914551
	Iteration 11F: 3 clusters Score -3730572 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3731997.500000 Penalty: 5184.914551
	Iteration 12Q: 3 clusters Score -3731998 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3732853.750000 Penalty: 5184.914551
	Iteration 13Q: 3 clusters Score -3732854 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3733257.000000 Penalty: 5184.914551
	Iteration 14Q: 3 clusters Score -3733257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3733451.750000 Penalty: 5184.914551
	Iteration 15Q: 3 clusters Score -3733452 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3733579.750000 Penalty: 5184.914551
	Iteration 16Q: 3 clusters Score -3733580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3733663.250000 Penalty: 5184.914551
	Iteration 17Q: 3 clusters Score -3733663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3733718.750000 Penalty: 5184.914551
	Iteration 18Q: 3 clusters Score -3733719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3733744.000000 Penalty: 5184.914551
	Iteration 19Q: 3 clusters Score -3733744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3733770.000000 Penalty: 5184.914551
	Iteration 20F: 3 clusters Score -3733770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3733779.000000 Penalty: 5184.914551
	Iteration 21Q: 3 clusters Score -3733779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3733807.500000 Penalty: 5184.914551
	Iteration 22Q: 3 clusters Score -3733808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3733836.250000 Penalty: 5184.914551
	Iteration 23Q: 3 clusters Score -3733836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3733845.750000 Penalty: 5184.914551
	Iteration 24Q: 3 clusters Score -3733846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3733857.750000 Penalty: 5184.914551
	Iteration 25Q: 3 clusters Score -3733858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3733869.000000 Penalty: 5184.914551
	Iteration 26Q: 3 clusters Score -3733869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3733881.000000 Penalty: 5184.914551
	Iteration 27Q: 3 clusters Score -3733881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3733884.500000 Penalty: 5184.914551
	Iteration 28Q: 3 clusters Score -3733884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3733888.750000 Penalty: 5184.914551
	Iteration 29Q: 3 clusters Score -3733889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3733902.500000 Penalty: 5184.914551
	Iteration 30Q: 3 clusters Score -3733902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3733912.250000 Penalty: 5184.914551
	Iteration 31Q: 3 clusters Score -3733912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3733917.500000 Penalty: 5184.914551
	Iteration 32Q: 3 clusters Score -3733918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3733925.250000 Penalty: 5184.914551
	Iteration 33Q: 3 clusters Score -3733925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3733925.000000 Penalty: 5184.914551
	Iteration 34Q: 3 clusters Score -3733925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3733924.500000 Penalty: 5184.914551
	Iteration 35Q: 3 clusters Score -3733924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3733928.500000 Penalty: 5184.914551
	Iteration 36Q: 3 clusters Score -3733928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3733931.750000 Penalty: 5184.914551
	Iteration 37Q: 3 clusters Score -3733932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3733933.500000 Penalty: 5184.914551
	Iteration 38Q: 3 clusters Score -3733934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3733937.500000 Penalty: 5184.914551
	Iteration 39Q: 3 clusters Score -3733938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3733945.000000 Penalty: 5184.914551
	Iteration 40F: 3 clusters Score -3733945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3733944.750000 Penalty: 5184.914551
	Iteration 41Q: 3 clusters Score -3733945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3733950.500000 Penalty: 5184.914551
	Iteration 42Q: 3 clusters Score -3733950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3733951.500000 Penalty: 5184.914551
	Iteration 43Q: 3 clusters Score -3733952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3733945.250000 Penalty: 5184.914551
	Iteration 44Q: 3 clusters Score -3733945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3733953.500000 Penalty: 5184.914551
	Iteration 45Q: 3 clusters Score -3733954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3733949.250000 Penalty: 5184.914551
	Iteration 46Q: 3 clusters Score -3733949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3733950.250000 Penalty: 5184.914551
	Iteration 47Q: 3 clusters Score -3733950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3733949.750000 Penalty: 5184.914551
	Iteration 48Q: 3 clusters Score -3733950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3733947.500000 Penalty: 5184.914551
	Iteration 49Q: 3 clusters Score -3733948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3733954.500000 Penalty: 5184.914551
	Iteration 50Q: 3 clusters Score -3733954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3733955.250000 Penalty: 5184.914551
	Iteration 51Q: 3 clusters Score -3733955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3733955.250000 Penalty: 5184.914551
	Iteration 52F: 3 clusters Score -3733955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -238370.906250 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -238370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -235561.046875 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -235561 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -236148.937500 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -236148.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -236407.390625 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -236407.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -236684.968750 Penalty: 3843.877686
	Iteration 3F: 3 clusters Score -236685 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -236941.437500 Penalty: 3843.877686
	Iteration 4F: 3 clusters Score -236941.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -237107.250000 Penalty: 3843.877686
	Iteration 5F: 3 clusters Score -237107.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -237214.890625 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -237214.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -237289.812500 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -237289.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -237334.656250 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -237334.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -237367.921875 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -237367.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -237404.500000 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -237404.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -237433.859375 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -237433.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -237469.640625 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -237469.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -237539.718750 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -237539.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -237627.640625 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -237627.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -237737.078125 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -237737.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237908.203125 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -237908.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -238001.328125 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -238001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -238028.546875 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -238028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -238035.046875 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -238035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -238037.390625 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -238037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -238038.578125 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -238038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -238038.953125 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -238039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -238039.468750 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -238039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -238039.812500 Penalty: 3843.877686
	Iteration 24Q: 3 clusters Score -238039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -238041.015625 Penalty: 3843.877686
	Iteration 25Q: 3 clusters Score -238041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -238041.015625 Penalty: 3843.877686
	Iteration 26F: 3 clusters Score -238041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -44951.078125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -44951.08 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 252 members 
Entering Unmasked Estep 
Score: -43440.519531 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -43440.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43598.906250 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43598.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43687.578125 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -43687.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43750.511719 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -43750.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43773.433594 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43773.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43781.238281 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -43781.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43793.421875 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -43793.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43806.125000 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -43806.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43838.941406 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -43838.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43844.503906 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -43844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43855.050781 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -43855.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43863.492188 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -43863.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43866.425781 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -43866.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43872.691406 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -43872.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43872.691406 Penalty: 3059.088379
	Iteration 14F: 3 clusters Score -43872.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Entering Unmasked Estep 
Score: -2283396.500000 Penalty: 2469.507324
	Iteration 0F: 2 clusters Score -2283396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2268674.750000 Penalty: 4939.014648
	Iteration 0F: 3 clusters Score -2268675 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2273652.500000 Penalty: 4939.014648
	Iteration 1F: 3 clusters Score -2273652 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2274145.000000 Penalty: 4939.014648
	Iteration 2F: 3 clusters Score -2274145 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2274650.750000 Penalty: 4939.014648
	Iteration 3F: 3 clusters Score -2274651 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2275203.000000 Penalty: 4939.014648
	Iteration 4F: 3 clusters Score -2275203 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2275925.750000 Penalty: 4939.014648
	Iteration 5F: 3 clusters Score -2275926 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2276792.000000 Penalty: 4939.014648
	Iteration 6F: 3 clusters Score -2276792 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2277836.750000 Penalty: 4939.014648
	Iteration 7F: 3 clusters Score -2277837 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2278927.750000 Penalty: 4939.014648
	Iteration 8F: 3 clusters Score -2278928 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2279829.500000 Penalty: 4939.014648
	Iteration 9F: 3 clusters Score -2279830 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2280407.250000 Penalty: 4939.014648
	Iteration 10Q: 3 clusters Score -2280407 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2280676.500000 Penalty: 4939.014648
	Iteration 11Q: 3 clusters Score -2280676 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2280831.000000 Penalty: 4939.014648
	Iteration 12Q: 3 clusters Score -2280831 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2280910.000000 Penalty: 4939.014648
	Iteration 13Q: 3 clusters Score -2280910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2280966.250000 Penalty: 4939.014648
	Iteration 14Q: 3 clusters Score -2280966 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2281005.500000 Penalty: 4939.014648
	Iteration 15Q: 3 clusters Score -2281006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2281036.500000 Penalty: 4939.014648
	Iteration 16Q: 3 clusters Score -2281036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2281068.000000 Penalty: 4939.014648
	Iteration 17Q: 3 clusters Score -2281068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2281084.500000 Penalty: 4939.014648
	Iteration 18Q: 3 clusters Score -2281084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2281097.000000 Penalty: 4939.014648
	Iteration 19Q: 3 clusters Score -2281097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2281115.000000 Penalty: 4939.014648
	Iteration 20F: 3 clusters Score -2281115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2281126.500000 Penalty: 4939.014648
	Iteration 21Q: 3 clusters Score -2281126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2281131.500000 Penalty: 4939.014648
	Iteration 22Q: 3 clusters Score -2281132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2281137.250000 Penalty: 4939.014648
	Iteration 23Q: 3 clusters Score -2281137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2281144.500000 Penalty: 4939.014648
	Iteration 24Q: 3 clusters Score -2281144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2281156.250000 Penalty: 4939.014648
	Iteration 25Q: 3 clusters Score -2281156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2281160.750000 Penalty: 4939.014648
	Iteration 26Q: 3 clusters Score -2281161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2281173.750000 Penalty: 4939.014648
	Iteration 27Q: 3 clusters Score -2281174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2281177.000000 Penalty: 4939.014648
	Iteration 28Q: 3 clusters Score -2281177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2281179.500000 Penalty: 4939.014648
	Iteration 29Q: 3 clusters Score -2281180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2281184.000000 Penalty: 4939.014648
	Iteration 30Q: 3 clusters Score -2281184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2281193.000000 Penalty: 4939.014648
	Iteration 31Q: 3 clusters Score -2281193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2281201.000000 Penalty: 4939.014648
	Iteration 32Q: 3 clusters Score -2281201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2281200.500000 Penalty: 4939.014648
	Iteration 33Q: 3 clusters Score -2281200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2281198.500000 Penalty: 4939.014648
	Iteration 34Q: 3 clusters Score -2281198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2281212.000000 Penalty: 4939.014648
	Iteration 35Q: 3 clusters Score -2281212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2281215.500000 Penalty: 4939.014648
	Iteration 36Q: 3 clusters Score -2281216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2281215.500000 Penalty: 4939.014648
	Iteration 37Q: 3 clusters Score -2281216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2281220.000000 Penalty: 4939.014648
	Iteration 38Q: 3 clusters Score -2281220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2281224.500000 Penalty: 4939.014648
	Iteration 39Q: 3 clusters Score -2281224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2281229.750000 Penalty: 4939.014648
	Iteration 40F: 3 clusters Score -2281230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2281235.500000 Penalty: 4939.014648
	Iteration 41Q: 3 clusters Score -2281236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2281242.250000 Penalty: 4939.014648
	Iteration 42Q: 3 clusters Score -2281242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2281245.000000 Penalty: 4939.014648
	Iteration 43Q: 3 clusters Score -2281245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2281248.250000 Penalty: 4939.014648
	Iteration 44Q: 3 clusters Score -2281248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2281248.000000 Penalty: 4939.014648
	Iteration 45Q: 3 clusters Score -2281248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2281251.750000 Penalty: 4939.014648
	Iteration 46Q: 3 clusters Score -2281252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2281258.500000 Penalty: 4939.014648
	Iteration 47Q: 3 clusters Score -2281258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2281259.250000 Penalty: 4939.014648
	Iteration 48Q: 3 clusters Score -2281259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2281272.000000 Penalty: 4939.014648
	Iteration 49Q: 3 clusters Score -2281272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2281274.750000 Penalty: 4939.014648
	Iteration 50Q: 3 clusters Score -2281275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2281285.000000 Penalty: 4939.014648
	Iteration 51Q: 3 clusters Score -2281285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2281293.000000 Penalty: 4939.014648
	Iteration 52Q: 3 clusters Score -2281293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2281296.500000 Penalty: 4939.014648
	Iteration 53Q: 3 clusters Score -2281296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2281298.750000 Penalty: 4939.014648
	Iteration 54Q: 3 clusters Score -2281299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2281301.500000 Penalty: 4939.014648
	Iteration 55Q: 3 clusters Score -2281302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2281300.000000 Penalty: 4939.014648
	Iteration 56Q: 3 clusters Score -2281300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2281307.250000 Penalty: 4939.014648
	Iteration 57Q: 3 clusters Score -2281307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2281307.750000 Penalty: 4939.014648
	Iteration 58Q: 3 clusters Score -2281308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2281308.250000 Penalty: 4939.014648
	Iteration 59Q: 3 clusters Score -2281308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2281310.500000 Penalty: 4939.014648
	Iteration 60F: 3 clusters Score -2281310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2281308.000000 Penalty: 4939.014648
	Iteration 61Q: 3 clusters Score -2281308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2281312.500000 Penalty: 4939.014648
	Iteration 62Q: 3 clusters Score -2281312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2281311.500000 Penalty: 4939.014648
	Iteration 63Q: 3 clusters Score -2281312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2281309.000000 Penalty: 4939.014648
	Iteration 64Q: 3 clusters Score -2281309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2281310.500000 Penalty: 4939.014648
	Iteration 65Q: 3 clusters Score -2281310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2281310.500000 Penalty: 4939.014648
	Iteration 66F: 3 clusters Score -2281310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Entering Unmasked Estep 
Score: -2359539.750000 Penalty: 2477.425537
	Iteration 0F: 2 clusters Score -2359540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2344312.000000 Penalty: 4954.851074
	Iteration 0F: 3 clusters Score -2344312 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2349453.000000 Penalty: 4954.851074
	Iteration 1F: 3 clusters Score -2349453 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2349786.750000 Penalty: 4954.851074
	Iteration 2Q: 3 clusters Score -2349787 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2350067.750000 Penalty: 4954.851074
	Iteration 3Q: 3 clusters Score -2350068 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2350331.750000 Penalty: 4954.851074
	Iteration 4Q: 3 clusters Score -2350332 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2350594.250000 Penalty: 4954.851074
	Iteration 5Q: 3 clusters Score -2350594 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2350924.000000 Penalty: 4954.851074
	Iteration 6Q: 3 clusters Score -2350924 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2351387.250000 Penalty: 4954.851074
	Iteration 7Q: 3 clusters Score -2351387 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2351957.250000 Penalty: 4954.851074
	Iteration 8Q: 3 clusters Score -2351957 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2352739.500000 Penalty: 4954.851074
	Iteration 9F: 3 clusters Score -2352740 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2353719.750000 Penalty: 4954.851074
	Iteration 10F: 3 clusters Score -2353720 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2354745.000000 Penalty: 4954.851074
	Iteration 11F: 3 clusters Score -2354745 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2355646.500000 Penalty: 4954.851074
	Iteration 12Q: 3 clusters Score -2355646 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2356324.000000 Penalty: 4954.851074
	Iteration 13Q: 3 clusters Score -2356324 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2356755.000000 Penalty: 4954.851074
	Iteration 14Q: 3 clusters Score -2356755 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2357026.000000 Penalty: 4954.851074
	Iteration 15Q: 3 clusters Score -2357026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2357168.000000 Penalty: 4954.851074
	Iteration 16Q: 3 clusters Score -2357168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2357252.000000 Penalty: 4954.851074
	Iteration 17Q: 3 clusters Score -2357252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2357288.750000 Penalty: 4954.851074
	Iteration 18Q: 3 clusters Score -2357289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2357305.500000 Penalty: 4954.851074
	Iteration 19Q: 3 clusters Score -2357306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2357322.250000 Penalty: 4954.851074
	Iteration 20F: 3 clusters Score -2357322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2357338.250000 Penalty: 4954.851074
	Iteration 21Q: 3 clusters Score -2357338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2357350.750000 Penalty: 4954.851074
	Iteration 22Q: 3 clusters Score -2357351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2357363.000000 Penalty: 4954.851074
	Iteration 23Q: 3 clusters Score -2357363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2357365.250000 Penalty: 4954.851074
	Iteration 24Q: 3 clusters Score -2357365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2357372.250000 Penalty: 4954.851074
	Iteration 25Q: 3 clusters Score -2357372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2357374.500000 Penalty: 4954.851074
	Iteration 26Q: 3 clusters Score -2357374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2357382.250000 Penalty: 4954.851074
	Iteration 27Q: 3 clusters Score -2357382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2357384.500000 Penalty: 4954.851074
	Iteration 28Q: 3 clusters Score -2357384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2357386.750000 Penalty: 4954.851074
	Iteration 29Q: 3 clusters Score -2357387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2357390.000000 Penalty: 4954.851074
	Iteration 30Q: 3 clusters Score -2357390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2357392.500000 Penalty: 4954.851074
	Iteration 31Q: 3 clusters Score -2357392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2357392.500000 Penalty: 4954.851074
	Iteration 32F: 3 clusters Score -2357392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -644394.750000 Penalty: 2163.078613
	Iteration 0F: 2 clusters Score -644394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -639132.437500 Penalty: 4326.157227
	Iteration 0F: 3 clusters Score -639132.4 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -640461.312500 Penalty: 4326.157227
	Iteration 1F: 3 clusters Score -640461.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -640738.000000 Penalty: 4326.157227
	Iteration 2F: 3 clusters Score -640738 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -640898.125000 Penalty: 4326.157227
	Iteration 3F: 3 clusters Score -640898.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -641014.062500 Penalty: 4326.157227
	Iteration 4Q: 3 clusters Score -641014.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -641125.625000 Penalty: 4326.157227
	Iteration 5Q: 3 clusters Score -641125.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -641222.375000 Penalty: 4326.157227
	Iteration 6Q: 3 clusters Score -641222.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -641315.250000 Penalty: 4326.157227
	Iteration 7Q: 3 clusters Score -641315.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -641396.750000 Penalty: 4326.157227
	Iteration 8Q: 3 clusters Score -641396.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -641467.625000 Penalty: 4326.157227
	Iteration 9Q: 3 clusters Score -641467.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -641540.437500 Penalty: 4326.157227
	Iteration 10Q: 3 clusters Score -641540.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -641615.875000 Penalty: 4326.157227
	Iteration 11Q: 3 clusters Score -641615.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -641684.937500 Penalty: 4326.157227
	Iteration 12Q: 3 clusters Score -641684.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -641757.062500 Penalty: 4326.157227
	Iteration 13Q: 3 clusters Score -641757.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -641831.125000 Penalty: 4326.157227
	Iteration 14Q: 3 clusters Score -641831.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -641901.562500 Penalty: 4326.157227
	Iteration 15Q: 3 clusters Score -641901.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -641957.812500 Penalty: 4326.157227
	Iteration 16Q: 3 clusters Score -641957.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -642017.437500 Penalty: 4326.157227
	Iteration 17Q: 3 clusters Score -642017.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -642085.125000 Penalty: 4326.157227
	Iteration 18Q: 3 clusters Score -642085.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -642165.937500 Penalty: 4326.157227
	Iteration 19Q: 3 clusters Score -642165.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -642243.437500 Penalty: 4326.157227
	Iteration 20F: 3 clusters Score -642243.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -642303.375000 Penalty: 4326.157227
	Iteration 21Q: 3 clusters Score -642303.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -642350.375000 Penalty: 4326.157227
	Iteration 22Q: 3 clusters Score -642350.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -642381.687500 Penalty: 4326.157227
	Iteration 23Q: 3 clusters Score -642381.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -642414.125000 Penalty: 4326.157227
	Iteration 24Q: 3 clusters Score -642414.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -642445.250000 Penalty: 4326.157227
	Iteration 25Q: 3 clusters Score -642445.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -642468.250000 Penalty: 4326.157227
	Iteration 26Q: 3 clusters Score -642468.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -642485.562500 Penalty: 4326.157227
	Iteration 27Q: 3 clusters Score -642485.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -642490.875000 Penalty: 4326.157227
	Iteration 28Q: 3 clusters Score -642490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -642495.187500 Penalty: 4326.157227
	Iteration 29Q: 3 clusters Score -642495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -642499.687500 Penalty: 4326.157227
	Iteration 30Q: 3 clusters Score -642499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -642505.500000 Penalty: 4326.157227
	Iteration 31Q: 3 clusters Score -642505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -642507.062500 Penalty: 4326.157227
	Iteration 32Q: 3 clusters Score -642507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -642507.375000 Penalty: 4326.157227
	Iteration 33Q: 3 clusters Score -642507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -642509.375000 Penalty: 4326.157227
	Iteration 34Q: 3 clusters Score -642509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -642511.812500 Penalty: 4326.157227
	Iteration 35Q: 3 clusters Score -642511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -642513.687500 Penalty: 4326.157227
	Iteration 36Q: 3 clusters Score -642513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -642517.187500 Penalty: 4326.157227
	Iteration 37Q: 3 clusters Score -642517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -642517.562500 Penalty: 4326.157227
	Iteration 38Q: 3 clusters Score -642517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -642521.875000 Penalty: 4326.157227
	Iteration 39Q: 3 clusters Score -642521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -642523.562500 Penalty: 4326.157227
	Iteration 40F: 3 clusters Score -642523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -642524.437500 Penalty: 4326.157227
	Iteration 41Q: 3 clusters Score -642524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -642527.250000 Penalty: 4326.157227
	Iteration 42Q: 3 clusters Score -642527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -642530.687500 Penalty: 4326.157227
	Iteration 43Q: 3 clusters Score -642530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -642531.500000 Penalty: 4326.157227
	Iteration 44Q: 3 clusters Score -642531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -642532.312500 Penalty: 4326.157227
	Iteration 45Q: 3 clusters Score -642532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -642532.312500 Penalty: 4326.157227
	Iteration 46F: 3 clusters Score -642532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -33398.089844 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -33398.09 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 212 members 
Entering Unmasked Estep 
Score: -32002.437500 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -32002.44 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32287.076172 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -32287.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32337.500000 Penalty: 2985.222168
	Iteration 2Q: 3 clusters Score -32337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32359.906250 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -32359.91 nChanged 4
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: -32367.666016 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -32367.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32392.707031 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -32392.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32418.640625 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -32418.64 nChanged 1
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: -32420.740234 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -32420.74 nChanged 0
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: -32420.740234 Penalty: 2985.222168
	Iteration 8F: 3 clusters Score -32420.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -75793.500000 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -75793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74008.187500 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -74008.19 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74286.546875 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -74286.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74366.906250 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -74366.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74434.210938 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -74434.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74525.945312 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -74525.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74646.984375 Penalty: 3327.814941
	Iteration 5F: 3 clusters Score -74646.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74784.007812 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -74784.01 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75017.273438 Penalty: 3327.814941
	Iteration 7F: 3 clusters Score -75017.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75179.695312 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -75179.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75341.468750 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -75341.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75418.390625 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -75418.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75481.062500 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -75481.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75486.171875 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -75486.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75486.171875 Penalty: 3327.814941
	Iteration 13F: 3 clusters Score -75486.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Entering Unmasked Estep 
Score: -3583313.000000 Penalty: 2581.583740
	Iteration 0F: 2 clusters Score -3583313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3560694.000000 Penalty: 5163.167480
	Iteration 0F: 3 clusters Score -3560694 nChanged 15038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3568886.250000 Penalty: 5163.167480
	Iteration 1F: 3 clusters Score -3568886 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3569373.000000 Penalty: 5163.167480
	Iteration 2Q: 3 clusters Score -3569373 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3569881.000000 Penalty: 5163.167480
	Iteration 3Q: 3 clusters Score -3569881 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3570436.250000 Penalty: 5163.167480
	Iteration 4Q: 3 clusters Score -3570436 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3571073.000000 Penalty: 5163.167480
	Iteration 5Q: 3 clusters Score -3571073 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3571961.250000 Penalty: 5163.167480
	Iteration 6F: 3 clusters Score -3571961 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3573258.000000 Penalty: 5163.167480
	Iteration 7F: 3 clusters Score -3573258 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3575145.750000 Penalty: 5163.167480
	Iteration 8F: 3 clusters Score -3575146 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3577314.250000 Penalty: 5163.167480
	Iteration 9F: 3 clusters Score -3577314 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3578994.500000 Penalty: 5163.167480
	Iteration 10F: 3 clusters Score -3578994 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3579654.250000 Penalty: 5163.167480
	Iteration 11Q: 3 clusters Score -3579654 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3579943.250000 Penalty: 5163.167480
	Iteration 12Q: 3 clusters Score -3579943 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3580083.000000 Penalty: 5163.167480
	Iteration 13Q: 3 clusters Score -3580083 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3580190.750000 Penalty: 5163.167480
	Iteration 14Q: 3 clusters Score -3580191 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3580282.250000 Penalty: 5163.167480
	Iteration 15Q: 3 clusters Score -3580282 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3580359.250000 Penalty: 5163.167480
	Iteration 16Q: 3 clusters Score -3580359 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3580441.750000 Penalty: 5163.167480
	Iteration 17Q: 3 clusters Score -3580442 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3580483.500000 Penalty: 5163.167480
	Iteration 18Q: 3 clusters Score -3580484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3580551.000000 Penalty: 5163.167480
	Iteration 19Q: 3 clusters Score -3580551 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3580595.000000 Penalty: 5163.167480
	Iteration 20F: 3 clusters Score -3580595 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3580643.000000 Penalty: 5163.167480
	Iteration 21Q: 3 clusters Score -3580643 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3580699.750000 Penalty: 5163.167480
	Iteration 22Q: 3 clusters Score -3580700 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3580741.000000 Penalty: 5163.167480
	Iteration 23Q: 3 clusters Score -3580741 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3580774.500000 Penalty: 5163.167480
	Iteration 24Q: 3 clusters Score -3580774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3580807.250000 Penalty: 5163.167480
	Iteration 25Q: 3 clusters Score -3580807 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3580849.250000 Penalty: 5163.167480
	Iteration 26Q: 3 clusters Score -3580849 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3580886.000000 Penalty: 5163.167480
	Iteration 27Q: 3 clusters Score -3580886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3580915.000000 Penalty: 5163.167480
	Iteration 28Q: 3 clusters Score -3580915 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3580951.750000 Penalty: 5163.167480
	Iteration 29Q: 3 clusters Score -3580952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3580975.750000 Penalty: 5163.167480
	Iteration 30Q: 3 clusters Score -3580976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3581009.500000 Penalty: 5163.167480
	Iteration 31Q: 3 clusters Score -3581010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3581031.000000 Penalty: 5163.167480
	Iteration 32Q: 3 clusters Score -3581031 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3581043.750000 Penalty: 5163.167480
	Iteration 33Q: 3 clusters Score -3581044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3581065.750000 Penalty: 5163.167480
	Iteration 34Q: 3 clusters Score -3581066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3581096.500000 Penalty: 5163.167480
	Iteration 35Q: 3 clusters Score -3581096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3581120.750000 Penalty: 5163.167480
	Iteration 36Q: 3 clusters Score -3581121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3581136.250000 Penalty: 5163.167480
	Iteration 37Q: 3 clusters Score -3581136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3581158.500000 Penalty: 5163.167480
	Iteration 38Q: 3 clusters Score -3581158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3581175.750000 Penalty: 5163.167480
	Iteration 39Q: 3 clusters Score -3581176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3581187.750000 Penalty: 5163.167480
	Iteration 40F: 3 clusters Score -3581188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3581193.750000 Penalty: 5163.167480
	Iteration 41Q: 3 clusters Score -3581194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3581205.750000 Penalty: 5163.167480
	Iteration 42Q: 3 clusters Score -3581206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3581222.750000 Penalty: 5163.167480
	Iteration 43Q: 3 clusters Score -3581223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3581224.750000 Penalty: 5163.167480
	Iteration 44Q: 3 clusters Score -3581225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3581242.500000 Penalty: 5163.167480
	Iteration 45Q: 3 clusters Score -3581242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3581251.750000 Penalty: 5163.167480
	Iteration 46Q: 3 clusters Score -3581252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3581259.500000 Penalty: 5163.167480
	Iteration 47Q: 3 clusters Score -3581260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3581255.500000 Penalty: 5163.167480
	Iteration 48Q: 3 clusters Score -3581256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -3581255.750000 Penalty: 5163.167480
	Iteration 49Q: 3 clusters Score -3581256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3581262.000000 Penalty: 5163.167480
	Iteration 50Q: 3 clusters Score -3581262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3581265.500000 Penalty: 5163.167480
	Iteration 51Q: 3 clusters Score -3581266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3581271.750000 Penalty: 5163.167480
	Iteration 52Q: 3 clusters Score -3581272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3581266.750000 Penalty: 5163.167480
	Iteration 53Q: 3 clusters Score -3581267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3581268.750000 Penalty: 5163.167480
	Iteration 54Q: 3 clusters Score -3581269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3581264.250000 Penalty: 5163.167480
	Iteration 55Q: 3 clusters Score -3581264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -3581274.250000 Penalty: 5163.167480
	Iteration 56Q: 3 clusters Score -3581274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -3581284.250000 Penalty: 5163.167480
	Iteration 57Q: 3 clusters Score -3581284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3581277.750000 Penalty: 5163.167480
	Iteration 58Q: 3 clusters Score -3581278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3581278.750000 Penalty: 5163.167480
	Iteration 59Q: 3 clusters Score -3581279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3581285.000000 Penalty: 5163.167480
	Iteration 60F: 3 clusters Score -3581285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3581292.500000 Penalty: 5163.167480
	Iteration 61Q: 3 clusters Score -3581292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3581289.500000 Penalty: 5163.167480
	Iteration 62Q: 3 clusters Score -3581290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3581296.000000 Penalty: 5163.167480
	Iteration 63Q: 3 clusters Score -3581296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3581306.500000 Penalty: 5163.167480
	Iteration 64Q: 3 clusters Score -3581306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3581315.500000 Penalty: 5163.167480
	Iteration 65Q: 3 clusters Score -3581316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3581326.500000 Penalty: 5163.167480
	Iteration 66Q: 3 clusters Score -3581326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3581332.500000 Penalty: 5163.167480
	Iteration 67Q: 3 clusters Score -3581332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3581330.000000 Penalty: 5163.167480
	Iteration 68Q: 3 clusters Score -3581330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3581343.500000 Penalty: 5163.167480
	Iteration 69Q: 3 clusters Score -3581344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3581352.000000 Penalty: 5163.167480
	Iteration 70Q: 3 clusters Score -3581352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3581357.250000 Penalty: 5163.167480
	Iteration 71Q: 3 clusters Score -3581357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3581361.250000 Penalty: 5163.167480
	Iteration 72Q: 3 clusters Score -3581361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3581368.750000 Penalty: 5163.167480
	Iteration 73Q: 3 clusters Score -3581369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3581364.000000 Penalty: 5163.167480
	Iteration 74Q: 3 clusters Score -3581364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3581378.250000 Penalty: 5163.167480
	Iteration 75Q: 3 clusters Score -3581378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3581392.500000 Penalty: 5163.167480
	Iteration 76Q: 3 clusters Score -3581392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -3581398.000000 Penalty: 5163.167480
	Iteration 77Q: 3 clusters Score -3581398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -3581400.250000 Penalty: 5163.167480
	Iteration 78Q: 3 clusters Score -3581400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3581405.500000 Penalty: 5163.167480
	Iteration 79Q: 3 clusters Score -3581406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3581408.250000 Penalty: 5163.167480
	Iteration 80F: 3 clusters Score -3581408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3581418.000000 Penalty: 5163.167480
	Iteration 81Q: 3 clusters Score -3581418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3581423.250000 Penalty: 5163.167480
	Iteration 82Q: 3 clusters Score -3581423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3581423.000000 Penalty: 5163.167480
	Iteration 83Q: 3 clusters Score -3581423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3581431.750000 Penalty: 5163.167480
	Iteration 84Q: 3 clusters Score -3581432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3581433.500000 Penalty: 5163.167480
	Iteration 85Q: 3 clusters Score -3581434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -3581439.250000 Penalty: 5163.167480
	Iteration 86Q: 3 clusters Score -3581439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3581437.750000 Penalty: 5163.167480
	Iteration 87Q: 3 clusters Score -3581438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3581444.000000 Penalty: 5163.167480
	Iteration 88Q: 3 clusters Score -3581444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3581445.000000 Penalty: 5163.167480
	Iteration 89Q: 3 clusters Score -3581445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3581450.500000 Penalty: 5163.167480
	Iteration 90Q: 3 clusters Score -3581450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3581453.000000 Penalty: 5163.167480
	Iteration 91Q: 3 clusters Score -3581453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -3581448.000000 Penalty: 5163.167480
	Iteration 92Q: 3 clusters Score -3581448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3581445.000000 Penalty: 5163.167480
	Iteration 93Q: 3 clusters Score -3581445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3581450.000000 Penalty: 5163.167480
	Iteration 94Q: 3 clusters Score -3581450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3581452.500000 Penalty: 5163.167480
	Iteration 95Q: 3 clusters Score -3581452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3581448.750000 Penalty: 5163.167480
	Iteration 96Q: 3 clusters Score -3581449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3581452.250000 Penalty: 5163.167480
	Iteration 97Q: 3 clusters Score -3581452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3581451.250000 Penalty: 5163.167480
	Iteration 98Q: 3 clusters Score -3581451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3581451.250000 Penalty: 5163.167480
	Iteration 99F: 3 clusters Score -3581451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -664991.062500 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -664991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -659358.875000 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -659358.9 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -661001.250000 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -661001.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -661468.750000 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -661468.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -661872.250000 Penalty: 4366.647461
	Iteration 3F: 3 clusters Score -661872.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -662271.250000 Penalty: 4366.647461
	Iteration 4F: 3 clusters Score -662271.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -662620.125000 Penalty: 4366.647461
	Iteration 5F: 3 clusters Score -662620.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -662949.187500 Penalty: 4366.647461
	Iteration 6F: 3 clusters Score -662949.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -663199.250000 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -663199.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -663382.125000 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -663382.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -663484.687500 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -663484.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -663551.125000 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -663551.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -663590.375000 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -663590.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -663630.812500 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -663630.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -663652.625000 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -663652.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -663676.687500 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -663676.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -663689.562500 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -663689.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -663700.812500 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -663700.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -663715.187500 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -663715.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -663728.375000 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -663728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -663736.687500 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -663736.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -663744.687500 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -663744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -663750.375000 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -663750.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -663753.187500 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -663753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -663760.625000 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -663760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -663765.812500 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -663765.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -663770.187500 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -663770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -663771.375000 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -663771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -663773.187500 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -663773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -663772.562500 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -663772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -663773.500000 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -663773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -663777.500000 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -663777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -663777.875000 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -663777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -663778.125000 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -663778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -663778.375000 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -663778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -663778.375000 Penalty: 4366.647461
	Iteration 34F: 3 clusters Score -663778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Entering Unmasked Estep 
Score: -2986344.500000 Penalty: 2562.485840
	Iteration 0F: 2 clusters Score -2986344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2965275.500000 Penalty: 5124.971680
	Iteration 0F: 3 clusters Score -2965276 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2972910.750000 Penalty: 5124.971680
	Iteration 1F: 3 clusters Score -2972911 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2973538.250000 Penalty: 5124.971680
	Iteration 2F: 3 clusters Score -2973538 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2974223.500000 Penalty: 5124.971680
	Iteration 3F: 3 clusters Score -2974224 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2975097.750000 Penalty: 5124.971680
	Iteration 4F: 3 clusters Score -2975098 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2976097.500000 Penalty: 5124.971680
	Iteration 5F: 3 clusters Score -2976098 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2977194.500000 Penalty: 5124.971680
	Iteration 6F: 3 clusters Score -2977194 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2978182.250000 Penalty: 5124.971680
	Iteration 7F: 3 clusters Score -2978182 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2979058.000000 Penalty: 5124.971680
	Iteration 8Q: 3 clusters Score -2979058 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2979934.250000 Penalty: 5124.971680
	Iteration 9Q: 3 clusters Score -2979934 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2980799.250000 Penalty: 5124.971680
	Iteration 10Q: 3 clusters Score -2980799 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2981519.750000 Penalty: 5124.971680
	Iteration 11Q: 3 clusters Score -2981520 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2982159.000000 Penalty: 5124.971680
	Iteration 12Q: 3 clusters Score -2982159 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2982706.250000 Penalty: 5124.971680
	Iteration 13Q: 3 clusters Score -2982706 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2983108.750000 Penalty: 5124.971680
	Iteration 14Q: 3 clusters Score -2983109 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2983375.750000 Penalty: 5124.971680
	Iteration 15Q: 3 clusters Score -2983376 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2983605.250000 Penalty: 5124.971680
	Iteration 16Q: 3 clusters Score -2983605 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2983763.000000 Penalty: 5124.971680
	Iteration 17Q: 3 clusters Score -2983763 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2983893.250000 Penalty: 5124.971680
	Iteration 18Q: 3 clusters Score -2983893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2983987.250000 Penalty: 5124.971680
	Iteration 19Q: 3 clusters Score -2983987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2984058.000000 Penalty: 5124.971680
	Iteration 20F: 3 clusters Score -2984058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2984100.000000 Penalty: 5124.971680
	Iteration 21Q: 3 clusters Score -2984100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2984118.250000 Penalty: 5124.971680
	Iteration 22Q: 3 clusters Score -2984118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2984146.250000 Penalty: 5124.971680
	Iteration 23Q: 3 clusters Score -2984146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2984164.250000 Penalty: 5124.971680
	Iteration 24Q: 3 clusters Score -2984164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2984177.750000 Penalty: 5124.971680
	Iteration 25Q: 3 clusters Score -2984178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2984190.000000 Penalty: 5124.971680
	Iteration 26Q: 3 clusters Score -2984190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2984199.750000 Penalty: 5124.971680
	Iteration 27Q: 3 clusters Score -2984200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2984205.000000 Penalty: 5124.971680
	Iteration 28Q: 3 clusters Score -2984205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2984203.000000 Penalty: 5124.971680
	Iteration 29Q: 3 clusters Score -2984203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2984210.000000 Penalty: 5124.971680
	Iteration 30Q: 3 clusters Score -2984210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2984213.750000 Penalty: 5124.971680
	Iteration 31Q: 3 clusters Score -2984214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2984213.000000 Penalty: 5124.971680
	Iteration 32Q: 3 clusters Score -2984213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2984218.500000 Penalty: 5124.971680
	Iteration 33Q: 3 clusters Score -2984218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2984220.500000 Penalty: 5124.971680
	Iteration 34Q: 3 clusters Score -2984220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2984219.500000 Penalty: 5124.971680
	Iteration 35Q: 3 clusters Score -2984220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2984223.500000 Penalty: 5124.971680
	Iteration 36Q: 3 clusters Score -2984224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2984223.750000 Penalty: 5124.971680
	Iteration 37Q: 3 clusters Score -2984224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2984228.000000 Penalty: 5124.971680
	Iteration 38Q: 3 clusters Score -2984228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2984230.750000 Penalty: 5124.971680
	Iteration 39Q: 3 clusters Score -2984231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2984228.500000 Penalty: 5124.971680
	Iteration 40F: 3 clusters Score -2984228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2984230.750000 Penalty: 5124.971680
	Iteration 41Q: 3 clusters Score -2984231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2984230.750000 Penalty: 5124.971680
	Iteration 42F: 3 clusters Score -2984231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (125701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Entering Unmasked Estep 
Score: -13437057.000000 Penalty: 2911.931885
	Iteration 0F: 2 clusters Score -1.343706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -13352989.000000 Penalty: 5823.863770
	Iteration 0F: 3 clusters Score -1.335299e+07 nChanged 59564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -13387991.000000 Penalty: 5823.863770
	Iteration 1F: 3 clusters Score -1.338799e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -13389548.000000 Penalty: 5823.863770
	Iteration 2Q: 3 clusters Score -1.338955e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -13391926.000000 Penalty: 5823.863770
	Iteration 3Q: 3 clusters Score -1.339193e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -13395263.000000 Penalty: 5823.863770
	Iteration 4F: 3 clusters Score -1.339526e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -13400265.000000 Penalty: 5823.863770
	Iteration 5F: 3 clusters Score -1.340026e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -13407162.000000 Penalty: 5823.863770
	Iteration 6F: 3 clusters Score -1.340716e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -13415842.000000 Penalty: 5823.863770
	Iteration 7F: 3 clusters Score -1.341584e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -13423031.000000 Penalty: 5823.863770
	Iteration 8F: 3 clusters Score -1.342303e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -13426392.000000 Penalty: 5823.863770
	Iteration 9Q: 3 clusters Score -1.342639e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -13427657.000000 Penalty: 5823.863770
	Iteration 10Q: 3 clusters Score -1.342766e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -13428453.000000 Penalty: 5823.863770
	Iteration 11Q: 3 clusters Score -1.342845e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -13429079.000000 Penalty: 5823.863770
	Iteration 12Q: 3 clusters Score -1.342908e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -13429636.000000 Penalty: 5823.863770
	Iteration 13Q: 3 clusters Score -1.342964e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -13430055.000000 Penalty: 5823.863770
	Iteration 14Q: 3 clusters Score -1.343006e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -13430512.000000 Penalty: 5823.863770
	Iteration 15Q: 3 clusters Score -1.343051e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105427 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -13430918.000000 Penalty: 5823.863770
	Iteration 16Q: 3 clusters Score -1.343092e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -13431268.000000 Penalty: 5823.863770
	Iteration 17Q: 3 clusters Score -1.343127e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -13431599.000000 Penalty: 5823.863770
	Iteration 18Q: 3 clusters Score -1.34316e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -13431994.000000 Penalty: 5823.863770
	Iteration 19Q: 3 clusters Score -1.343199e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -13432215.000000 Penalty: 5823.863770
	Iteration 20F: 3 clusters Score -1.343222e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -13432507.000000 Penalty: 5823.863770
	Iteration 21Q: 3 clusters Score -1.343251e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -13432711.000000 Penalty: 5823.863770
	Iteration 22Q: 3 clusters Score -1.343271e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -13432995.000000 Penalty: 5823.863770
	Iteration 23Q: 3 clusters Score -1.3433e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -13433297.000000 Penalty: 5823.863770
	Iteration 24Q: 3 clusters Score -1.34333e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -13433510.000000 Penalty: 5823.863770
	Iteration 25Q: 3 clusters Score -1.343351e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115199 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -13433746.000000 Penalty: 5823.863770
	Iteration 26Q: 3 clusters Score -1.343375e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -13433899.000000 Penalty: 5823.863770
	Iteration 27Q: 3 clusters Score -1.34339e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116532 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -13434000.000000 Penalty: 5823.863770
	Iteration 28Q: 3 clusters Score -1.3434e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117071 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -13434103.000000 Penalty: 5823.863770
	Iteration 29Q: 3 clusters Score -1.34341e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -13434234.000000 Penalty: 5823.863770
	Iteration 30Q: 3 clusters Score -1.343423e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118072 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -13434398.000000 Penalty: 5823.863770
	Iteration 31Q: 3 clusters Score -1.34344e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118506 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -13434533.000000 Penalty: 5823.863770
	Iteration 32Q: 3 clusters Score -1.343453e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -13434629.000000 Penalty: 5823.863770
	Iteration 33Q: 3 clusters Score -1.343463e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -13434731.000000 Penalty: 5823.863770
	Iteration 34Q: 3 clusters Score -1.343473e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -13434817.000000 Penalty: 5823.863770
	Iteration 35Q: 3 clusters Score -1.343482e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -13434893.000000 Penalty: 5823.863770
	Iteration 36Q: 3 clusters Score -1.343489e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120180 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -13434936.000000 Penalty: 5823.863770
	Iteration 37Q: 3 clusters Score -1.343494e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -13434961.000000 Penalty: 5823.863770
	Iteration 38Q: 3 clusters Score -1.343496e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -13435005.000000 Penalty: 5823.863770
	Iteration 39Q: 3 clusters Score -1.3435e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -13435060.000000 Penalty: 5823.863770
	Iteration 40F: 3 clusters Score -1.343506e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -13435110.000000 Penalty: 5823.863770
	Iteration 41Q: 3 clusters Score -1.343511e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -13435124.000000 Penalty: 5823.863770
	Iteration 42Q: 3 clusters Score -1.343512e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121322 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -13435127.000000 Penalty: 5823.863770
	Iteration 43Q: 3 clusters Score -1.343513e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121443 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -13435150.000000 Penalty: 5823.863770
	Iteration 44Q: 3 clusters Score -1.343515e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121548 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -13435204.000000 Penalty: 5823.863770
	Iteration 45Q: 3 clusters Score -1.34352e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -13435189.000000 Penalty: 5823.863770
	Iteration 46Q: 3 clusters Score -1.343519e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -13435224.000000 Penalty: 5823.863770
	Iteration 47Q: 3 clusters Score -1.343522e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -13435268.000000 Penalty: 5823.863770
	Iteration 48Q: 3 clusters Score -1.343527e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -13435244.000000 Penalty: 5823.863770
	Iteration 49Q: 3 clusters Score -1.343524e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -13435255.000000 Penalty: 5823.863770
	Iteration 50Q: 3 clusters Score -1.343526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -13435275.000000 Penalty: 5823.863770
	Iteration 51Q: 3 clusters Score -1.343528e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -13435297.000000 Penalty: 5823.863770
	Iteration 52Q: 3 clusters Score -1.34353e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -13435338.000000 Penalty: 5823.863770
	Iteration 53Q: 3 clusters Score -1.343534e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13435330.000000 Penalty: 5823.863770
	Iteration 54Q: 3 clusters Score -1.343533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122239 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -13435340.000000 Penalty: 5823.863770
	Iteration 55Q: 3 clusters Score -1.343534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -13435344.000000 Penalty: 5823.863770
	Iteration 56Q: 3 clusters Score -1.343534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -13435336.000000 Penalty: 5823.863770
	Iteration 57Q: 3 clusters Score -1.343534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122342 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -13435342.000000 Penalty: 5823.863770
	Iteration 58Q: 3 clusters Score -1.343534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -13435348.000000 Penalty: 5823.863770
	Iteration 59Q: 3 clusters Score -1.343535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -13435359.000000 Penalty: 5823.863770
	Iteration 60F: 3 clusters Score -1.343536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122414 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -13435377.000000 Penalty: 5823.863770
	Iteration 61Q: 3 clusters Score -1.343538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -13435370.000000 Penalty: 5823.863770
	Iteration 62Q: 3 clusters Score -1.343537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122441 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -13435373.000000 Penalty: 5823.863770
	Iteration 63Q: 3 clusters Score -1.343537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -13435374.000000 Penalty: 5823.863770
	Iteration 64Q: 3 clusters Score -1.343537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -13435374.000000 Penalty: 5823.863770
	Iteration 65Q: 3 clusters Score -1.343537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122448 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -13435372.000000 Penalty: 5823.863770
	Iteration 66Q: 3 clusters Score -1.343537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122450 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -13435381.000000 Penalty: 5823.863770
	Iteration 67Q: 3 clusters Score -1.343538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122451 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -13435377.000000 Penalty: 5823.863770
	Iteration 68Q: 3 clusters Score -1.343538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -13435373.000000 Penalty: 5823.863770
	Iteration 69Q: 3 clusters Score -1.343537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -13435371.000000 Penalty: 5823.863770
	Iteration 70Q: 3 clusters Score -1.343537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -13435371.000000 Penalty: 5823.863770
	Iteration 71F: 3 clusters Score -1.343537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -293398.750000 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -293398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -289928.343750 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -289928.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -290614.687500 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -290614.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -290781.593750 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -290781.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -290874.687500 Penalty: 4022.920654
	Iteration 3Q: 3 clusters Score -290874.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -290946.781250 Penalty: 4022.920654
	Iteration 4Q: 3 clusters Score -290946.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -291018.218750 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -291018.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -291070.562500 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -291070.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -291118.031250 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -291118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -291173.750000 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -291173.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -291210.500000 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -291210.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -291238.593750 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -291238.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -291255.937500 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -291255.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -291280.312500 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -291280.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -291306.093750 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -291306.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -291329.875000 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -291329.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -291345.218750 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -291345.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -291357.062500 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -291357.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -291369.062500 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -291369.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -291378.531250 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -291378.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -291386.937500 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -291386.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -291393.125000 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -291393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -291398.281250 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -291398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -291401.031250 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -291401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -291403.625000 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -291403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -291405.875000 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -291405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -291409.156250 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -291409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -291410.968750 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -291411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -291412.343750 Penalty: 4022.920654
	Iteration 27Q: 3 clusters Score -291412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -291413.875000 Penalty: 4022.920654
	Iteration 28Q: 3 clusters Score -291413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -291414.781250 Penalty: 4022.920654
	Iteration 29Q: 3 clusters Score -291414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -291414.656250 Penalty: 4022.920654
	Iteration 30Q: 3 clusters Score -291414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -291415.937500 Penalty: 4022.920654
	Iteration 31Q: 3 clusters Score -291415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -291416.812500 Penalty: 4022.920654
	Iteration 32Q: 3 clusters Score -291416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -291419.125000 Penalty: 4022.920654
	Iteration 33Q: 3 clusters Score -291419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -291419.968750 Penalty: 4022.920654
	Iteration 34Q: 3 clusters Score -291420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -291420.593750 Penalty: 4022.920654
	Iteration 35Q: 3 clusters Score -291420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -291421.750000 Penalty: 4022.920654
	Iteration 36Q: 3 clusters Score -291421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -291422.562500 Penalty: 4022.920654
	Iteration 37Q: 3 clusters Score -291422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -291423.062500 Penalty: 4022.920654
	Iteration 38Q: 3 clusters Score -291423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -291423.062500 Penalty: 4022.920654
	Iteration 39F: 3 clusters Score -291423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Entering Unmasked Estep 
Score: -5082015.000000 Penalty: 2672.638184
	Iteration 0F: 2 clusters Score -5082015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5049706.000000 Penalty: 5345.276367
	Iteration 0F: 3 clusters Score -5049706 nChanged 22042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5061829.500000 Penalty: 5345.276367
	Iteration 1F: 3 clusters Score -5061830 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5062302.500000 Penalty: 5345.276367
	Iteration 2Q: 3 clusters Score -5062302 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5062657.000000 Penalty: 5345.276367
	Iteration 3Q: 3 clusters Score -5062657 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5063036.000000 Penalty: 5345.276367
	Iteration 4Q: 3 clusters Score -5063036 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -5063366.500000 Penalty: 5345.276367
	Iteration 5Q: 3 clusters Score -5063366 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5063702.000000 Penalty: 5345.276367
	Iteration 6Q: 3 clusters Score -5063702 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5064129.500000 Penalty: 5345.276367
	Iteration 7Q: 3 clusters Score -5064130 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -5064766.000000 Penalty: 5345.276367
	Iteration 8Q: 3 clusters Score -5064766 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5065726.000000 Penalty: 5345.276367
	Iteration 9Q: 3 clusters Score -5065726 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5067135.000000 Penalty: 5345.276367
	Iteration 10Q: 3 clusters Score -5067135 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5069099.500000 Penalty: 5345.276367
	Iteration 11F: 3 clusters Score -5069100 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -5071829.500000 Penalty: 5345.276367
	Iteration 12F: 3 clusters Score -5071830 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -5074959.500000 Penalty: 5345.276367
	Iteration 13F: 3 clusters Score -5074960 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5077262.000000 Penalty: 5345.276367
	Iteration 14F: 3 clusters Score -5077262 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5078535.000000 Penalty: 5345.276367
	Iteration 15Q: 3 clusters Score -5078535 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5079187.500000 Penalty: 5345.276367
	Iteration 16Q: 3 clusters Score -5079188 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -5079546.500000 Penalty: 5345.276367
	Iteration 17Q: 3 clusters Score -5079546 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -5079731.500000 Penalty: 5345.276367
	Iteration 18Q: 3 clusters Score -5079732 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -5079829.000000 Penalty: 5345.276367
	Iteration 19Q: 3 clusters Score -5079829 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -5079847.500000 Penalty: 5345.276367
	Iteration 20F: 3 clusters Score -5079848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -5079869.500000 Penalty: 5345.276367
	Iteration 21Q: 3 clusters Score -5079870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -5079879.000000 Penalty: 5345.276367
	Iteration 22Q: 3 clusters Score -5079879 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5079880.000000 Penalty: 5345.276367
	Iteration 23Q: 3 clusters Score -5079880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -5079886.000000 Penalty: 5345.276367
	Iteration 24Q: 3 clusters Score -5079886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -5079905.500000 Penalty: 5345.276367
	Iteration 25Q: 3 clusters Score -5079906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5079898.000000 Penalty: 5345.276367
	Iteration 26Q: 3 clusters Score -5079898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -5079891.500000 Penalty: 5345.276367
	Iteration 27Q: 3 clusters Score -5079892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -5079896.000000 Penalty: 5345.276367
	Iteration 28Q: 3 clusters Score -5079896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5079893.500000 Penalty: 5345.276367
	Iteration 29Q: 3 clusters Score -5079894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -5079901.000000 Penalty: 5345.276367
	Iteration 30Q: 3 clusters Score -5079901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -5079902.500000 Penalty: 5345.276367
	Iteration 31Q: 3 clusters Score -5079902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -5079907.500000 Penalty: 5345.276367
	Iteration 32Q: 3 clusters Score -5079908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5079904.500000 Penalty: 5345.276367
	Iteration 33Q: 3 clusters Score -5079904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5079904.500000 Penalty: 5345.276367
	Iteration 34Q: 3 clusters Score -5079904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5079906.500000 Penalty: 5345.276367
	Iteration 35Q: 3 clusters Score -5079906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5079911.500000 Penalty: 5345.276367
	Iteration 36Q: 3 clusters Score -5079912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5079910.500000 Penalty: 5345.276367
	Iteration 37Q: 3 clusters Score -5079910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5079912.000000 Penalty: 5345.276367
	Iteration 38Q: 3 clusters Score -5079912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -5079911.500000 Penalty: 5345.276367
	Iteration 39Q: 3 clusters Score -5079912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -5079906.500000 Penalty: 5345.276367
	Iteration 40F: 3 clusters Score -5079906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -5079900.500000 Penalty: 5345.276367
	Iteration 41Q: 3 clusters Score -5079900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5079904.000000 Penalty: 5345.276367
	Iteration 42Q: 3 clusters Score -5079904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5079901.000000 Penalty: 5345.276367
	Iteration 43Q: 3 clusters Score -5079901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5079900.500000 Penalty: 5345.276367
	Iteration 44Q: 3 clusters Score -5079900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -5079909.000000 Penalty: 5345.276367
	Iteration 45Q: 3 clusters Score -5079909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -5079908.500000 Penalty: 5345.276367
	Iteration 46Q: 3 clusters Score -5079908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5079914.000000 Penalty: 5345.276367
	Iteration 47Q: 3 clusters Score -5079914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5079908.500000 Penalty: 5345.276367
	Iteration 48Q: 3 clusters Score -5079908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -5079903.500000 Penalty: 5345.276367
	Iteration 49Q: 3 clusters Score -5079904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5079907.500000 Penalty: 5345.276367
	Iteration 50Q: 3 clusters Score -5079908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5079908.000000 Penalty: 5345.276367
	Iteration 51Q: 3 clusters Score -5079908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5079908.000000 Penalty: 5345.276367
	Iteration 52F: 3 clusters Score -5079908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Entering Unmasked Estep 
Score: -1622384.375000 Penalty: 2384.736328
	Iteration 0F: 2 clusters Score -1622384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1611503.875000 Penalty: 4769.472656
	Iteration 0F: 3 clusters Score -1611504 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1614943.875000 Penalty: 4769.472656
	Iteration 1F: 3 clusters Score -1614944 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1615255.875000 Penalty: 4769.472656
	Iteration 2F: 3 clusters Score -1615256 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1615475.000000 Penalty: 4769.472656
	Iteration 3Q: 3 clusters Score -1615475 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1615652.500000 Penalty: 4769.472656
	Iteration 4Q: 3 clusters Score -1615652 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1615790.500000 Penalty: 4769.472656
	Iteration 5Q: 3 clusters Score -1615790 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1615911.500000 Penalty: 4769.472656
	Iteration 6Q: 3 clusters Score -1615912 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1616034.000000 Penalty: 4769.472656
	Iteration 7Q: 3 clusters Score -1616034 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1616165.000000 Penalty: 4769.472656
	Iteration 8Q: 3 clusters Score -1616165 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1616325.750000 Penalty: 4769.472656
	Iteration 9Q: 3 clusters Score -1616326 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1616522.625000 Penalty: 4769.472656
	Iteration 10Q: 3 clusters Score -1616523 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1616845.875000 Penalty: 4769.472656
	Iteration 11Q: 3 clusters Score -1616846 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1617294.000000 Penalty: 4769.472656
	Iteration 12Q: 3 clusters Score -1617294 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1617870.625000 Penalty: 4769.472656
	Iteration 13F: 3 clusters Score -1617871 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1618474.125000 Penalty: 4769.472656
	Iteration 14F: 3 clusters Score -1618474 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1619040.000000 Penalty: 4769.472656
	Iteration 15Q: 3 clusters Score -1619040 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1619490.500000 Penalty: 4769.472656
	Iteration 16Q: 3 clusters Score -1619490 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1619807.250000 Penalty: 4769.472656
	Iteration 17Q: 3 clusters Score -1619807 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1619971.750000 Penalty: 4769.472656
	Iteration 18Q: 3 clusters Score -1619972 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1620079.125000 Penalty: 4769.472656
	Iteration 19Q: 3 clusters Score -1620079 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1620148.875000 Penalty: 4769.472656
	Iteration 20F: 3 clusters Score -1620149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1620191.625000 Penalty: 4769.472656
	Iteration 21Q: 3 clusters Score -1620192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1620227.125000 Penalty: 4769.472656
	Iteration 22Q: 3 clusters Score -1620227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1620249.875000 Penalty: 4769.472656
	Iteration 23Q: 3 clusters Score -1620250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1620282.250000 Penalty: 4769.472656
	Iteration 24Q: 3 clusters Score -1620282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1620303.125000 Penalty: 4769.472656
	Iteration 25Q: 3 clusters Score -1620303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1620326.750000 Penalty: 4769.472656
	Iteration 26Q: 3 clusters Score -1620327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1620345.000000 Penalty: 4769.472656
	Iteration 27Q: 3 clusters Score -1620345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1620365.750000 Penalty: 4769.472656
	Iteration 28Q: 3 clusters Score -1620366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1620383.125000 Penalty: 4769.472656
	Iteration 29Q: 3 clusters Score -1620383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1620410.375000 Penalty: 4769.472656
	Iteration 30Q: 3 clusters Score -1620410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1620440.500000 Penalty: 4769.472656
	Iteration 31Q: 3 clusters Score -1620440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1620461.000000 Penalty: 4769.472656
	Iteration 32Q: 3 clusters Score -1620461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1620473.000000 Penalty: 4769.472656
	Iteration 33Q: 3 clusters Score -1620473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1620479.875000 Penalty: 4769.472656
	Iteration 34Q: 3 clusters Score -1620480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1620494.125000 Penalty: 4769.472656
	Iteration 35Q: 3 clusters Score -1620494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1620500.875000 Penalty: 4769.472656
	Iteration 36Q: 3 clusters Score -1620501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1620503.000000 Penalty: 4769.472656
	Iteration 37Q: 3 clusters Score -1620503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1620510.625000 Penalty: 4769.472656
	Iteration 38Q: 3 clusters Score -1620511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1620515.625000 Penalty: 4769.472656
	Iteration 39Q: 3 clusters Score -1620516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1620520.500000 Penalty: 4769.472656
	Iteration 40F: 3 clusters Score -1620520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1620523.125000 Penalty: 4769.472656
	Iteration 41Q: 3 clusters Score -1620523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1620529.250000 Penalty: 4769.472656
	Iteration 42Q: 3 clusters Score -1620529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1620535.000000 Penalty: 4769.472656
	Iteration 43Q: 3 clusters Score -1620535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1620539.250000 Penalty: 4769.472656
	Iteration 44Q: 3 clusters Score -1620539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1620541.250000 Penalty: 4769.472656
	Iteration 45Q: 3 clusters Score -1620541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1620551.375000 Penalty: 4769.472656
	Iteration 46Q: 3 clusters Score -1620551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1620550.000000 Penalty: 4769.472656
	Iteration 47Q: 3 clusters Score -1620550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1620557.125000 Penalty: 4769.472656
	Iteration 48Q: 3 clusters Score -1620557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1620556.125000 Penalty: 4769.472656
	Iteration 49Q: 3 clusters Score -1620556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1620558.375000 Penalty: 4769.472656
	Iteration 50Q: 3 clusters Score -1620558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1620560.625000 Penalty: 4769.472656
	Iteration 51Q: 3 clusters Score -1620561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1620564.000000 Penalty: 4769.472656
	Iteration 52Q: 3 clusters Score -1620564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1620562.625000 Penalty: 4769.472656
	Iteration 53Q: 3 clusters Score -1620563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1620565.750000 Penalty: 4769.472656
	Iteration 54Q: 3 clusters Score -1620566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1620568.000000 Penalty: 4769.472656
	Iteration 55Q: 3 clusters Score -1620568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1620570.000000 Penalty: 4769.472656
	Iteration 56Q: 3 clusters Score -1620570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1620573.625000 Penalty: 4769.472656
	Iteration 57Q: 3 clusters Score -1620574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1620572.625000 Penalty: 4769.472656
	Iteration 58Q: 3 clusters Score -1620573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1620573.750000 Penalty: 4769.472656
	Iteration 59Q: 3 clusters Score -1620574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1620571.625000 Penalty: 4769.472656
	Iteration 60F: 3 clusters Score -1620572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1620572.250000 Penalty: 4769.472656
	Iteration 61Q: 3 clusters Score -1620572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1620572.250000 Penalty: 4769.472656
	Iteration 62F: 3 clusters Score -1620572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Entering Unmasked Estep 
Score: -11746886.000000 Penalty: 2877.807617
	Iteration 0F: 2 clusters Score -1.174689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -11673519.000000 Penalty: 5755.615234
	Iteration 0F: 3 clusters Score -1.167352e+07 nChanged 52016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -11704335.000000 Penalty: 5755.615234
	Iteration 1F: 3 clusters Score -1.170434e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -11706040.000000 Penalty: 5755.615234
	Iteration 2Q: 3 clusters Score -1.170604e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -11708892.000000 Penalty: 5755.615234
	Iteration 3F: 3 clusters Score -1.170889e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -11713575.000000 Penalty: 5755.615234
	Iteration 4F: 3 clusters Score -1.171358e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -11720276.000000 Penalty: 5755.615234
	Iteration 5F: 3 clusters Score -1.172028e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -11728325.000000 Penalty: 5755.615234
	Iteration 6F: 3 clusters Score -1.172832e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -11734805.000000 Penalty: 5755.615234
	Iteration 7F: 3 clusters Score -1.17348e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -11738489.000000 Penalty: 5755.615234
	Iteration 8Q: 3 clusters Score -1.173849e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -11740278.000000 Penalty: 5755.615234
	Iteration 9Q: 3 clusters Score -1.174028e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -11741176.000000 Penalty: 5755.615234
	Iteration 10Q: 3 clusters Score -1.174118e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -11741756.000000 Penalty: 5755.615234
	Iteration 11Q: 3 clusters Score -1.174176e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -11742356.000000 Penalty: 5755.615234
	Iteration 12Q: 3 clusters Score -1.174236e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -11742837.000000 Penalty: 5755.615234
	Iteration 13Q: 3 clusters Score -1.174284e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -11743203.000000 Penalty: 5755.615234
	Iteration 14Q: 3 clusters Score -1.17432e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -11743540.000000 Penalty: 5755.615234
	Iteration 15Q: 3 clusters Score -1.174354e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -11743810.000000 Penalty: 5755.615234
	Iteration 16Q: 3 clusters Score -1.174381e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -11743997.000000 Penalty: 5755.615234
	Iteration 17Q: 3 clusters Score -1.1744e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -11744187.000000 Penalty: 5755.615234
	Iteration 18Q: 3 clusters Score -1.174419e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -11744318.000000 Penalty: 5755.615234
	Iteration 19Q: 3 clusters Score -1.174432e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -11744462.000000 Penalty: 5755.615234
	Iteration 20F: 3 clusters Score -1.174446e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -11744535.000000 Penalty: 5755.615234
	Iteration 21Q: 3 clusters Score -1.174454e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -11744647.000000 Penalty: 5755.615234
	Iteration 22Q: 3 clusters Score -1.174465e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -11744704.000000 Penalty: 5755.615234
	Iteration 23Q: 3 clusters Score -1.17447e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -11744747.000000 Penalty: 5755.615234
	Iteration 24Q: 3 clusters Score -1.174475e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -11744810.000000 Penalty: 5755.615234
	Iteration 25Q: 3 clusters Score -1.174481e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -11744858.000000 Penalty: 5755.615234
	Iteration 26Q: 3 clusters Score -1.174486e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -11744935.000000 Penalty: 5755.615234
	Iteration 27Q: 3 clusters Score -1.174494e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11744981.000000 Penalty: 5755.615234
	Iteration 28Q: 3 clusters Score -1.174498e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -11745025.000000 Penalty: 5755.615234
	Iteration 29Q: 3 clusters Score -1.174502e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -11745075.000000 Penalty: 5755.615234
	Iteration 30Q: 3 clusters Score -1.174508e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -11745097.000000 Penalty: 5755.615234
	Iteration 31Q: 3 clusters Score -1.17451e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -11745136.000000 Penalty: 5755.615234
	Iteration 32Q: 3 clusters Score -1.174514e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -11745168.000000 Penalty: 5755.615234
	Iteration 33Q: 3 clusters Score -1.174517e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11745215.000000 Penalty: 5755.615234
	Iteration 34Q: 3 clusters Score -1.174522e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -11745226.000000 Penalty: 5755.615234
	Iteration 35Q: 3 clusters Score -1.174523e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106648 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11745225.000000 Penalty: 5755.615234
	Iteration 36Q: 3 clusters Score -1.174522e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -11745256.000000 Penalty: 5755.615234
	Iteration 37Q: 3 clusters Score -1.174526e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106786 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -11745289.000000 Penalty: 5755.615234
	Iteration 38Q: 3 clusters Score -1.174529e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -11745309.000000 Penalty: 5755.615234
	Iteration 39Q: 3 clusters Score -1.174531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11745328.000000 Penalty: 5755.615234
	Iteration 40F: 3 clusters Score -1.174533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -11745328.000000 Penalty: 5755.615234
	Iteration 41Q: 3 clusters Score -1.174533e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11745338.000000 Penalty: 5755.615234
	Iteration 42Q: 3 clusters Score -1.174534e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11745312.000000 Penalty: 5755.615234
	Iteration 43Q: 3 clusters Score -1.174531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11745313.000000 Penalty: 5755.615234
	Iteration 44Q: 3 clusters Score -1.174531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11745310.000000 Penalty: 5755.615234
	Iteration 45Q: 3 clusters Score -1.174531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -11745336.000000 Penalty: 5755.615234
	Iteration 46Q: 3 clusters Score -1.174534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -11745348.000000 Penalty: 5755.615234
	Iteration 47Q: 3 clusters Score -1.174535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -11745351.000000 Penalty: 5755.615234
	Iteration 48Q: 3 clusters Score -1.174535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11745360.000000 Penalty: 5755.615234
	Iteration 49Q: 3 clusters Score -1.174536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11745367.000000 Penalty: 5755.615234
	Iteration 50Q: 3 clusters Score -1.174537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11745351.000000 Penalty: 5755.615234
	Iteration 51Q: 3 clusters Score -1.174535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11745361.000000 Penalty: 5755.615234
	Iteration 52Q: 3 clusters Score -1.174536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -11745371.000000 Penalty: 5755.615234
	Iteration 53Q: 3 clusters Score -1.174537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11745388.000000 Penalty: 5755.615234
	Iteration 54Q: 3 clusters Score -1.174539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11745381.000000 Penalty: 5755.615234
	Iteration 55Q: 3 clusters Score -1.174538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11745376.000000 Penalty: 5755.615234
	Iteration 56Q: 3 clusters Score -1.174538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11745379.000000 Penalty: 5755.615234
	Iteration 57Q: 3 clusters Score -1.174538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11745376.000000 Penalty: 5755.615234
	Iteration 58Q: 3 clusters Score -1.174538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -11745375.000000 Penalty: 5755.615234
	Iteration 59Q: 3 clusters Score -1.174538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107326 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -11745389.000000 Penalty: 5755.615234
	Iteration 60F: 3 clusters Score -1.174539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11745387.000000 Penalty: 5755.615234
	Iteration 61Q: 3 clusters Score -1.174539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -11745372.000000 Penalty: 5755.615234
	Iteration 62Q: 3 clusters Score -1.174537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11745367.000000 Penalty: 5755.615234
	Iteration 63Q: 3 clusters Score -1.174537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11745374.000000 Penalty: 5755.615234
	Iteration 64Q: 3 clusters Score -1.174537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11745377.000000 Penalty: 5755.615234
	Iteration 65Q: 3 clusters Score -1.174538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11745384.000000 Penalty: 5755.615234
	Iteration 66Q: 3 clusters Score -1.174538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -11745372.000000 Penalty: 5755.615234
	Iteration 67Q: 3 clusters Score -1.174537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -11745380.000000 Penalty: 5755.615234
	Iteration 68Q: 3 clusters Score -1.174538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -11745387.000000 Penalty: 5755.615234
	Iteration 69Q: 3 clusters Score -1.174539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -11745387.000000 Penalty: 5755.615234
	Iteration 70F: 3 clusters Score -1.174539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -1441488.500000 Penalty: 2363.645508
	Iteration 0F: 2 clusters Score -1441488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1431412.375000 Penalty: 4727.291016
	Iteration 0F: 3 clusters Score -1431412 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1434457.125000 Penalty: 4727.291016
	Iteration 1F: 3 clusters Score -1434457 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1434867.750000 Penalty: 4727.291016
	Iteration 2F: 3 clusters Score -1434868 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1435256.500000 Penalty: 4727.291016
	Iteration 3F: 3 clusters Score -1435256 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1435609.000000 Penalty: 4727.291016
	Iteration 4F: 3 clusters Score -1435609 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1435964.250000 Penalty: 4727.291016
	Iteration 5Q: 3 clusters Score -1435964 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1436382.500000 Penalty: 4727.291016
	Iteration 6Q: 3 clusters Score -1436382 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1436854.250000 Penalty: 4727.291016
	Iteration 7F: 3 clusters Score -1436854 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1437274.750000 Penalty: 4727.291016
	Iteration 8Q: 3 clusters Score -1437275 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1437621.000000 Penalty: 4727.291016
	Iteration 9Q: 3 clusters Score -1437621 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1437849.000000 Penalty: 4727.291016
	Iteration 10Q: 3 clusters Score -1437849 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1438004.125000 Penalty: 4727.291016
	Iteration 11Q: 3 clusters Score -1438004 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1438103.750000 Penalty: 4727.291016
	Iteration 12Q: 3 clusters Score -1438104 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1438157.750000 Penalty: 4727.291016
	Iteration 13Q: 3 clusters Score -1438158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1438192.000000 Penalty: 4727.291016
	Iteration 14Q: 3 clusters Score -1438192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1438215.500000 Penalty: 4727.291016
	Iteration 15Q: 3 clusters Score -1438216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1438239.125000 Penalty: 4727.291016
	Iteration 16Q: 3 clusters Score -1438239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1438255.125000 Penalty: 4727.291016
	Iteration 17Q: 3 clusters Score -1438255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1438265.000000 Penalty: 4727.291016
	Iteration 18Q: 3 clusters Score -1438265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1438274.500000 Penalty: 4727.291016
	Iteration 19Q: 3 clusters Score -1438274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1438282.500000 Penalty: 4727.291016
	Iteration 20F: 3 clusters Score -1438282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1438289.625000 Penalty: 4727.291016
	Iteration 21Q: 3 clusters Score -1438290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1438293.125000 Penalty: 4727.291016
	Iteration 22Q: 3 clusters Score -1438293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1438304.000000 Penalty: 4727.291016
	Iteration 23Q: 3 clusters Score -1438304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1438306.125000 Penalty: 4727.291016
	Iteration 24Q: 3 clusters Score -1438306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1438302.750000 Penalty: 4727.291016
	Iteration 25Q: 3 clusters Score -1438303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1438303.250000 Penalty: 4727.291016
	Iteration 26Q: 3 clusters Score -1438303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1438305.625000 Penalty: 4727.291016
	Iteration 27Q: 3 clusters Score -1438306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1438309.125000 Penalty: 4727.291016
	Iteration 28Q: 3 clusters Score -1438309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1438311.875000 Penalty: 4727.291016
	Iteration 29Q: 3 clusters Score -1438312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1438309.625000 Penalty: 4727.291016
	Iteration 30Q: 3 clusters Score -1438310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1438311.750000 Penalty: 4727.291016
	Iteration 31Q: 3 clusters Score -1438312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1438315.625000 Penalty: 4727.291016
	Iteration 32Q: 3 clusters Score -1438316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1438316.625000 Penalty: 4727.291016
	Iteration 33Q: 3 clusters Score -1438317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1438315.625000 Penalty: 4727.291016
	Iteration 34Q: 3 clusters Score -1438316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1438319.000000 Penalty: 4727.291016
	Iteration 35Q: 3 clusters Score -1438319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1438319.500000 Penalty: 4727.291016
	Iteration 36Q: 3 clusters Score -1438320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1438314.125000 Penalty: 4727.291016
	Iteration 37Q: 3 clusters Score -1438314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1438317.500000 Penalty: 4727.291016
	Iteration 38Q: 3 clusters Score -1438318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1438314.750000 Penalty: 4727.291016
	Iteration 39Q: 3 clusters Score -1438315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1438314.625000 Penalty: 4727.291016
	Iteration 40F: 3 clusters Score -1438315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1438319.750000 Penalty: 4727.291016
	Iteration 41Q: 3 clusters Score -1438320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1438322.250000 Penalty: 4727.291016
	Iteration 42Q: 3 clusters Score -1438322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1438322.750000 Penalty: 4727.291016
	Iteration 43Q: 3 clusters Score -1438323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1438320.750000 Penalty: 4727.291016
	Iteration 44Q: 3 clusters Score -1438321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1438321.625000 Penalty: 4727.291016
	Iteration 45Q: 3 clusters Score -1438322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1438321.750000 Penalty: 4727.291016
	Iteration 46Q: 3 clusters Score -1438322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1438321.750000 Penalty: 4727.291016
	Iteration 47F: 3 clusters Score -1438322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Entering Unmasked Estep 
Score: -6518867.500000 Penalty: 2742.393555
	Iteration 0F: 2 clusters Score -6518868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -6476211.500000 Penalty: 5484.787109
	Iteration 0F: 3 clusters Score -6476212 nChanged 29518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -6492775.000000 Penalty: 5484.787109
	Iteration 1F: 3 clusters Score -6492775 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6493368.000000 Penalty: 5484.787109
	Iteration 2Q: 3 clusters Score -6493368 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -6494038.000000 Penalty: 5484.787109
	Iteration 3Q: 3 clusters Score -6494038 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -6494952.500000 Penalty: 5484.787109
	Iteration 4Q: 3 clusters Score -6494952 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6496142.500000 Penalty: 5484.787109
	Iteration 5Q: 3 clusters Score -6496142 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -6497802.500000 Penalty: 5484.787109
	Iteration 6F: 3 clusters Score -6497802 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6500296.500000 Penalty: 5484.787109
	Iteration 7F: 3 clusters Score -6500296 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -6503869.500000 Penalty: 5484.787109
	Iteration 8F: 3 clusters Score -6503870 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -6507672.500000 Penalty: 5484.787109
	Iteration 9F: 3 clusters Score -6507672 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -6510887.000000 Penalty: 5484.787109
	Iteration 10F: 3 clusters Score -6510887 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -6513179.500000 Penalty: 5484.787109
	Iteration 11Q: 3 clusters Score -6513180 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -6514556.500000 Penalty: 5484.787109
	Iteration 12Q: 3 clusters Score -6514556 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -6515334.000000 Penalty: 5484.787109
	Iteration 13Q: 3 clusters Score -6515334 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -6515777.000000 Penalty: 5484.787109
	Iteration 14Q: 3 clusters Score -6515777 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -6516031.000000 Penalty: 5484.787109
	Iteration 15Q: 3 clusters Score -6516031 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -6516172.500000 Penalty: 5484.787109
	Iteration 16Q: 3 clusters Score -6516172 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -6516300.000000 Penalty: 5484.787109
	Iteration 17Q: 3 clusters Score -6516300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -6516384.000000 Penalty: 5484.787109
	Iteration 18Q: 3 clusters Score -6516384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -6516396.000000 Penalty: 5484.787109
	Iteration 19Q: 3 clusters Score -6516396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -6516411.000000 Penalty: 5484.787109
	Iteration 20F: 3 clusters Score -6516411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -6516442.500000 Penalty: 5484.787109
	Iteration 21Q: 3 clusters Score -6516442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -6516461.000000 Penalty: 5484.787109
	Iteration 22Q: 3 clusters Score -6516461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -6516480.500000 Penalty: 5484.787109
	Iteration 23Q: 3 clusters Score -6516480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -6516487.500000 Penalty: 5484.787109
	Iteration 24Q: 3 clusters Score -6516488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -6516483.000000 Penalty: 5484.787109
	Iteration 25Q: 3 clusters Score -6516483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -6516487.500000 Penalty: 5484.787109
	Iteration 26Q: 3 clusters Score -6516488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -6516489.500000 Penalty: 5484.787109
	Iteration 27Q: 3 clusters Score -6516490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -6516493.000000 Penalty: 5484.787109
	Iteration 28Q: 3 clusters Score -6516493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -6516493.000000 Penalty: 5484.787109
	Iteration 29F: 3 clusters Score -6516493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -251033.968750 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -251034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -248044.875000 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -248044.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -248567.250000 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -248567.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -248717.171875 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -248717.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -248827.796875 Penalty: 3884.875732
	Iteration 3F: 3 clusters Score -248827.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -248916.421875 Penalty: 3884.875732
	Iteration 4Q: 3 clusters Score -248916.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -248977.093750 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -248977.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249017.000000 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -249017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -249060.890625 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -249060.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -249098.312500 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -249098.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249141.843750 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -249141.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249178.359375 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -249178.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -249199.656250 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -249199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -249220.437500 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -249220.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249257.265625 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -249257.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249300.593750 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -249300.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -249337.328125 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -249337.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249384.546875 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -249384.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -249434.078125 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -249434.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -249480.765625 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -249480.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -249534.937500 Penalty: 3884.875732
	Iteration 19Q: 3 clusters Score -249534.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -249579.031250 Penalty: 3884.875732
	Iteration 20F: 3 clusters Score -249579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -249616.640625 Penalty: 3884.875732
	Iteration 21Q: 3 clusters Score -249616.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -249650.453125 Penalty: 3884.875732
	Iteration 22Q: 3 clusters Score -249650.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -249682.187500 Penalty: 3884.875732
	Iteration 23Q: 3 clusters Score -249682.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -249709.062500 Penalty: 3884.875732
	Iteration 24Q: 3 clusters Score -249709.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -249726.625000 Penalty: 3884.875732
	Iteration 25Q: 3 clusters Score -249726.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -249741.140625 Penalty: 3884.875732
	Iteration 26Q: 3 clusters Score -249741.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -249754.921875 Penalty: 3884.875732
	Iteration 27Q: 3 clusters Score -249754.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -249774.156250 Penalty: 3884.875732
	Iteration 28Q: 3 clusters Score -249774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -249795.265625 Penalty: 3884.875732
	Iteration 29Q: 3 clusters Score -249795.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -249813.468750 Penalty: 3884.875732
	Iteration 30Q: 3 clusters Score -249813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -249823.640625 Penalty: 3884.875732
	Iteration 31Q: 3 clusters Score -249823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -249832.703125 Penalty: 3884.875732
	Iteration 32Q: 3 clusters Score -249832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -249838.687500 Penalty: 3884.875732
	Iteration 33Q: 3 clusters Score -249838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -249843.593750 Penalty: 3884.875732
	Iteration 34Q: 3 clusters Score -249843.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -249855.562500 Penalty: 3884.875732
	Iteration 35Q: 3 clusters Score -249855.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -249872.609375 Penalty: 3884.875732
	Iteration 36Q: 3 clusters Score -249872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -249880.390625 Penalty: 3884.875732
	Iteration 37Q: 3 clusters Score -249880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249888.734375 Penalty: 3884.875732
	Iteration 38Q: 3 clusters Score -249888.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -249898.093750 Penalty: 3884.875732
	Iteration 39Q: 3 clusters Score -249898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -249911.265625 Penalty: 3884.875732
	Iteration 40F: 3 clusters Score -249911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -249916.343750 Penalty: 3884.875732
	Iteration 41Q: 3 clusters Score -249916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -249921.718750 Penalty: 3884.875732
	Iteration 42Q: 3 clusters Score -249921.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -249930.078125 Penalty: 3884.875732
	Iteration 43Q: 3 clusters Score -249930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -249935.171875 Penalty: 3884.875732
	Iteration 44Q: 3 clusters Score -249935.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -249942.140625 Penalty: 3884.875732
	Iteration 45Q: 3 clusters Score -249942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -249945.703125 Penalty: 3884.875732
	Iteration 46Q: 3 clusters Score -249945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -249950.312500 Penalty: 3884.875732
	Iteration 47Q: 3 clusters Score -249950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -249954.421875 Penalty: 3884.875732
	Iteration 48Q: 3 clusters Score -249954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -249955.703125 Penalty: 3884.875732
	Iteration 49Q: 3 clusters Score -249955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -249958.468750 Penalty: 3884.875732
	Iteration 50Q: 3 clusters Score -249958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249961.015625 Penalty: 3884.875732
	Iteration 51Q: 3 clusters Score -249961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249964.375000 Penalty: 3884.875732
	Iteration 52Q: 3 clusters Score -249964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -249967.234375 Penalty: 3884.875732
	Iteration 53Q: 3 clusters Score -249967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -249969.140625 Penalty: 3884.875732
	Iteration 54Q: 3 clusters Score -249969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -249969.812500 Penalty: 3884.875732
	Iteration 55Q: 3 clusters Score -249969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249970.750000 Penalty: 3884.875732
	Iteration 56Q: 3 clusters Score -249970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249971.328125 Penalty: 3884.875732
	Iteration 57Q: 3 clusters Score -249971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249971.328125 Penalty: 3884.875732
	Iteration 58F: 3 clusters Score -249971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Entering Unmasked Estep 
Score: -4350868.000000 Penalty: 2631.431641
	Iteration 0F: 2 clusters Score -4350868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4323481.000000 Penalty: 5262.863281
	Iteration 0F: 3 clusters Score -4323481 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4333395.000000 Penalty: 5262.863281
	Iteration 1F: 3 clusters Score -4333395 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4333780.500000 Penalty: 5262.863281
	Iteration 2Q: 3 clusters Score -4333780 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4334169.500000 Penalty: 5262.863281
	Iteration 3Q: 3 clusters Score -4334170 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4334427.000000 Penalty: 5262.863281
	Iteration 4Q: 3 clusters Score -4334427 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4334664.500000 Penalty: 5262.863281
	Iteration 5Q: 3 clusters Score -4334664 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4334840.500000 Penalty: 5262.863281
	Iteration 6Q: 3 clusters Score -4334840 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4335004.000000 Penalty: 5262.863281
	Iteration 7Q: 3 clusters Score -4335004 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -4335161.500000 Penalty: 5262.863281
	Iteration 8Q: 3 clusters Score -4335162 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4335348.000000 Penalty: 5262.863281
	Iteration 9Q: 3 clusters Score -4335348 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4335628.000000 Penalty: 5262.863281
	Iteration 10Q: 3 clusters Score -4335628 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4335966.000000 Penalty: 5262.863281
	Iteration 11Q: 3 clusters Score -4335966 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4336463.500000 Penalty: 5262.863281
	Iteration 12Q: 3 clusters Score -4336464 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4337292.000000 Penalty: 5262.863281
	Iteration 13Q: 3 clusters Score -4337292 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4338470.500000 Penalty: 5262.863281
	Iteration 14Q: 3 clusters Score -4338470 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4339886.000000 Penalty: 5262.863281
	Iteration 15F: 3 clusters Score -4339886 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4341370.500000 Penalty: 5262.863281
	Iteration 16Q: 3 clusters Score -4341370 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -4342629.500000 Penalty: 5262.863281
	Iteration 17Q: 3 clusters Score -4342630 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4343595.500000 Penalty: 5262.863281
	Iteration 18Q: 3 clusters Score -4343596 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4344340.500000 Penalty: 5262.863281
	Iteration 19Q: 3 clusters Score -4344340 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4344982.500000 Penalty: 5262.863281
	Iteration 20F: 3 clusters Score -4344982 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4345596.000000 Penalty: 5262.863281
	Iteration 21Q: 3 clusters Score -4345596 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4346175.000000 Penalty: 5262.863281
	Iteration 22Q: 3 clusters Score -4346175 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4346711.500000 Penalty: 5262.863281
	Iteration 23Q: 3 clusters Score -4346712 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4347167.500000 Penalty: 5262.863281
	Iteration 24Q: 3 clusters Score -4347168 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4347541.000000 Penalty: 5262.863281
	Iteration 25Q: 3 clusters Score -4347541 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4347808.000000 Penalty: 5262.863281
	Iteration 26Q: 3 clusters Score -4347808 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4347989.000000 Penalty: 5262.863281
	Iteration 27Q: 3 clusters Score -4347989 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4348154.500000 Penalty: 5262.863281
	Iteration 28Q: 3 clusters Score -4348154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4348289.500000 Penalty: 5262.863281
	Iteration 29Q: 3 clusters Score -4348290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4348377.500000 Penalty: 5262.863281
	Iteration 30Q: 3 clusters Score -4348378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4348416.000000 Penalty: 5262.863281
	Iteration 31Q: 3 clusters Score -4348416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4348449.000000 Penalty: 5262.863281
	Iteration 32Q: 3 clusters Score -4348449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4348470.500000 Penalty: 5262.863281
	Iteration 33Q: 3 clusters Score -4348470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4348482.500000 Penalty: 5262.863281
	Iteration 34Q: 3 clusters Score -4348482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4348500.000000 Penalty: 5262.863281
	Iteration 35Q: 3 clusters Score -4348500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4348513.000000 Penalty: 5262.863281
	Iteration 36Q: 3 clusters Score -4348513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4348527.000000 Penalty: 5262.863281
	Iteration 37Q: 3 clusters Score -4348527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4348535.000000 Penalty: 5262.863281
	Iteration 38Q: 3 clusters Score -4348535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4348539.500000 Penalty: 5262.863281
	Iteration 39Q: 3 clusters Score -4348540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4348539.000000 Penalty: 5262.863281
	Iteration 40F: 3 clusters Score -4348539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4348542.000000 Penalty: 5262.863281
	Iteration 41Q: 3 clusters Score -4348542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4348541.500000 Penalty: 5262.863281
	Iteration 42Q: 3 clusters Score -4348542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4348545.000000 Penalty: 5262.863281
	Iteration 43Q: 3 clusters Score -4348545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4348546.500000 Penalty: 5262.863281
	Iteration 44Q: 3 clusters Score -4348546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4348549.000000 Penalty: 5262.863281
	Iteration 45Q: 3 clusters Score -4348549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4348546.500000 Penalty: 5262.863281
	Iteration 46Q: 3 clusters Score -4348546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4348548.000000 Penalty: 5262.863281
	Iteration 47Q: 3 clusters Score -4348548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4348549.500000 Penalty: 5262.863281
	Iteration 48Q: 3 clusters Score -4348550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4348549.000000 Penalty: 5262.863281
	Iteration 49Q: 3 clusters Score -4348549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4348548.500000 Penalty: 5262.863281
	Iteration 50Q: 3 clusters Score -4348548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4348548.500000 Penalty: 5262.863281
	Iteration 51F: 3 clusters Score -4348548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -42519.640625 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -42519.64 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 221 members 
Entering Unmasked Estep 
Score: -40993.996094 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -40994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41139.527344 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -41139.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41184.546875 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -41184.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41210.890625 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -41210.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41226.316406 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -41226.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41232.253906 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -41232.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41237.996094 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -41238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41241.800781 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -41241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41241.800781 Penalty: 3041.088379
	Iteration 8F: 3 clusters Score -41241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -32920.335938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -32920.34 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 203 members 
Entering Unmasked Estep 
Score: -31494.830078 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -31494.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31625.816406 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -31625.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31716.025391 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -31716.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31776.251953 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -31776.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31810.240234 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -31810.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31820.488281 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -31820.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31823.156250 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -31823.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31823.156250 Penalty: 2959.208984
	Iteration 7F: 3 clusters Score -31823.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (344120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344120 members 
Entering Unmasked Estep 
Score: -36610124.000000 Penalty: 3161.688965
	Iteration 0F: 2 clusters Score -3.661012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -36389016.000000 Penalty: 6323.377930
	Iteration 0F: 3 clusters Score -3.638902e+07 nChanged 167252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -36489032.000000 Penalty: 6323.377930
	Iteration 1F: 3 clusters Score -3.648903e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 182622 members 
Entering Unmasked Estep 
Score: -36490324.000000 Penalty: 6323.377930
	Iteration 2Q: 3 clusters Score -3.649032e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155259 members 
Mstep: Class 2 contains 188861 members 
Entering Unmasked Estep 
Score: -36492352.000000 Penalty: 6323.377930
	Iteration 3Q: 3 clusters Score -3.649235e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 198122 members 
Entering Unmasked Estep 
Score: -36495984.000000 Penalty: 6323.377930
	Iteration 4Q: 3 clusters Score -3.649598e+07 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132359 members 
Mstep: Class 2 contains 211761 members 
Entering Unmasked Estep 
Score: -36501784.000000 Penalty: 6323.377930
	Iteration 5Q: 3 clusters Score -3.650178e+07 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 230787 members 
Entering Unmasked Estep 
Score: -36512680.000000 Penalty: 6323.377930
	Iteration 6F: 3 clusters Score -3.651268e+07 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 255153 members 
Entering Unmasked Estep 
Score: -36530076.000000 Penalty: 6323.377930
	Iteration 7F: 3 clusters Score -3.653008e+07 nChanged 27002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 282009 members 
Entering Unmasked Estep 
Score: -36552308.000000 Penalty: 6323.377930
	Iteration 8F: 3 clusters Score -3.655231e+07 nChanged 24048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 306017 members 
Entering Unmasked Estep 
Score: -36574704.000000 Penalty: 6323.377930
	Iteration 9F: 3 clusters Score -3.65747e+07 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 323475 members 
Entering Unmasked Estep 
Score: -36591684.000000 Penalty: 6323.377930
	Iteration 10F: 3 clusters Score -3.659168e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 333660 members 
Entering Unmasked Estep 
Score: -36599784.000000 Penalty: 6323.377930
	Iteration 11Q: 3 clusters Score -3.659978e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 338989 members 
Entering Unmasked Estep 
Score: -36603580.000000 Penalty: 6323.377930
	Iteration 12Q: 3 clusters Score -3.660358e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 341518 members 
Entering Unmasked Estep 
Score: -36605276.000000 Penalty: 6323.377930
	Iteration 13Q: 3 clusters Score -3.660528e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 342659 members 
Entering Unmasked Estep 
Score: -36606300.000000 Penalty: 6323.377930
	Iteration 14Q: 3 clusters Score -3.66063e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 343177 members 
Entering Unmasked Estep 
Score: -36606792.000000 Penalty: 6323.377930
	Iteration 15Q: 3 clusters Score -3.660679e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 343413 members 
Entering Unmasked Estep 
Score: -36607020.000000 Penalty: 6323.377930
	Iteration 16Q: 3 clusters Score -3.660702e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 343520 members 
Entering Unmasked Estep 
Score: -36607076.000000 Penalty: 6323.377930
	Iteration 17Q: 3 clusters Score -3.660708e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 343587 members 
Entering Unmasked Estep 
Score: -36607200.000000 Penalty: 6323.377930
	Iteration 18Q: 3 clusters Score -3.66072e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343628 members 
Entering Unmasked Estep 
Score: -36607284.000000 Penalty: 6323.377930
	Iteration 19Q: 3 clusters Score -3.660728e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 343659 members 
Entering Unmasked Estep 
Score: -36607348.000000 Penalty: 6323.377930
	Iteration 20F: 3 clusters Score -3.660735e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 343688 members 
Entering Unmasked Estep 
Score: -36607372.000000 Penalty: 6323.377930
	Iteration 21Q: 3 clusters Score -3.660737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 343703 members 
Entering Unmasked Estep 
Score: -36607372.000000 Penalty: 6323.377930
	Iteration 22Q: 3 clusters Score -3.660737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 343713 members 
Entering Unmasked Estep 
Score: -36607364.000000 Penalty: 6323.377930
	Iteration 23Q: 3 clusters Score -3.660736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 343719 members 
Entering Unmasked Estep 
Score: -36607380.000000 Penalty: 6323.377930
	Iteration 24Q: 3 clusters Score -3.660738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 343721 members 
Entering Unmasked Estep 
Score: -36607372.000000 Penalty: 6323.377930
	Iteration 25Q: 3 clusters Score -3.660737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343722 members 
Entering Unmasked Estep 
Score: -36607388.000000 Penalty: 6323.377930
	Iteration 26Q: 3 clusters Score -3.660739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343722 members 
Entering Unmasked Estep 
Score: -36607380.000000 Penalty: 6323.377930
	Iteration 27Q: 3 clusters Score -3.660738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343722 members 
Entering Unmasked Estep 
Score: -36607396.000000 Penalty: 6323.377930
	Iteration 28Q: 3 clusters Score -3.66074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 343725 members 
Entering Unmasked Estep 
Score: -36607384.000000 Penalty: 6323.377930
	Iteration 29Q: 3 clusters Score -3.660738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343727 members 
Entering Unmasked Estep 
Score: -36607412.000000 Penalty: 6323.377930
	Iteration 30Q: 3 clusters Score -3.660741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343727 members 
Entering Unmasked Estep 
Score: -36607404.000000 Penalty: 6323.377930
	Iteration 31Q: 3 clusters Score -3.66074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 343730 members 
Entering Unmasked Estep 
Score: -36607416.000000 Penalty: 6323.377930
	Iteration 32Q: 3 clusters Score -3.660742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 343733 members 
Entering Unmasked Estep 
Score: -36607416.000000 Penalty: 6323.377930
	Iteration 33Q: 3 clusters Score -3.660742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343734 members 
Entering Unmasked Estep 
Score: -36607420.000000 Penalty: 6323.377930
	Iteration 34Q: 3 clusters Score -3.660742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343734 members 
Entering Unmasked Estep 
Score: -36607424.000000 Penalty: 6323.377930
	Iteration 35Q: 3 clusters Score -3.660742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343734 members 
Entering Unmasked Estep 
Score: -36607424.000000 Penalty: 6323.377930
	Iteration 36Q: 3 clusters Score -3.660742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343734 members 
Entering Unmasked Estep 
Score: -36607432.000000 Penalty: 6323.377930
	Iteration 37Q: 3 clusters Score -3.660743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 343735 members 
Entering Unmasked Estep 
Score: -36607448.000000 Penalty: 6323.377930
	Iteration 38Q: 3 clusters Score -3.660745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 343736 members 
Entering Unmasked Estep 
Score: -36607456.000000 Penalty: 6323.377930
	Iteration 39Q: 3 clusters Score -3.660746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343734 members 
Entering Unmasked Estep 
Score: -36607468.000000 Penalty: 6323.377930
	Iteration 40F: 3 clusters Score -3.660747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343737 members 
Entering Unmasked Estep 
Score: -36607480.000000 Penalty: 6323.377930
	Iteration 41Q: 3 clusters Score -3.660748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343739 members 
Entering Unmasked Estep 
Score: -36607460.000000 Penalty: 6323.377930
	Iteration 42Q: 3 clusters Score -3.660746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343740 members 
Entering Unmasked Estep 
Score: -36607456.000000 Penalty: 6323.377930
	Iteration 43Q: 3 clusters Score -3.660746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343739 members 
Entering Unmasked Estep 
Score: -36607464.000000 Penalty: 6323.377930
	Iteration 44Q: 3 clusters Score -3.660746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343739 members 
Entering Unmasked Estep 
Score: -36607464.000000 Penalty: 6323.377930
	Iteration 45F: 3 clusters Score -3.660746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (344381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344381 members 
Entering Unmasked Estep 
Score: -36570648.000000 Penalty: 3161.876953
	Iteration 0F: 2 clusters Score -3.657065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -36348052.000000 Penalty: 6323.753906
	Iteration 0F: 3 clusters Score -3.634805e+07 nChanged 167597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 174334 members 
Entering Unmasked Estep 
Score: -36446624.000000 Penalty: 6323.753906
	Iteration 1F: 3 clusters Score -3.644662e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 175466 members 
Entering Unmasked Estep 
Score: -36447556.000000 Penalty: 6323.753906
	Iteration 2Q: 3 clusters Score -3.644756e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 177222 members 
Entering Unmasked Estep 
Score: -36448704.000000 Penalty: 6323.753906
	Iteration 3Q: 3 clusters Score -3.64487e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -36449792.000000 Penalty: 6323.753906
	Iteration 4Q: 3 clusters Score -3.644979e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -36451072.000000 Penalty: 6323.753906
	Iteration 5Q: 3 clusters Score -3.645107e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 190009 members 
Entering Unmasked Estep 
Score: -36453184.000000 Penalty: 6323.753906
	Iteration 6Q: 3 clusters Score -3.645318e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145094 members 
Mstep: Class 2 contains 199287 members 
Entering Unmasked Estep 
Score: -36456132.000000 Penalty: 6323.753906
	Iteration 7Q: 3 clusters Score -3.645613e+07 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 213052 members 
Entering Unmasked Estep 
Score: -36462248.000000 Penalty: 6323.753906
	Iteration 8Q: 3 clusters Score -3.646225e+07 nChanged 20285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 232767 members 
Entering Unmasked Estep 
Score: -36473112.000000 Penalty: 6323.753906
	Iteration 9F: 3 clusters Score -3.647311e+07 nChanged 26237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 258786 members 
Entering Unmasked Estep 
Score: -36491456.000000 Penalty: 6323.753906
	Iteration 10F: 3 clusters Score -3.649146e+07 nChanged 29712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 288456 members 
Entering Unmasked Estep 
Score: -36517324.000000 Penalty: 6323.753906
	Iteration 11F: 3 clusters Score -3.651732e+07 nChanged 26920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 315370 members 
Entering Unmasked Estep 
Score: -36543296.000000 Penalty: 6323.753906
	Iteration 12F: 3 clusters Score -3.65433e+07 nChanged 17408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 332778 members 
Entering Unmasked Estep 
Score: -36558584.000000 Penalty: 6323.753906
	Iteration 13F: 3 clusters Score -3.655858e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 340692 members 
Entering Unmasked Estep 
Score: -36564688.000000 Penalty: 6323.753906
	Iteration 14Q: 3 clusters Score -3.656469e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 343238 members 
Entering Unmasked Estep 
Score: -36566808.000000 Penalty: 6323.753906
	Iteration 15Q: 3 clusters Score -3.656681e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 343890 members 
Entering Unmasked Estep 
Score: -36567340.000000 Penalty: 6323.753906
	Iteration 16Q: 3 clusters Score -3.656734e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 344059 members 
Entering Unmasked Estep 
Score: -36567588.000000 Penalty: 6323.753906
	Iteration 17Q: 3 clusters Score -3.656759e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 344108 members 
Entering Unmasked Estep 
Score: -36567720.000000 Penalty: 6323.753906
	Iteration 18Q: 3 clusters Score -3.656772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344125 members 
Entering Unmasked Estep 
Score: -36567808.000000 Penalty: 6323.753906
	Iteration 19Q: 3 clusters Score -3.656781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 344138 members 
Entering Unmasked Estep 
Score: -36567812.000000 Penalty: 6323.753906
	Iteration 20F: 3 clusters Score -3.656781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344139 members 
Entering Unmasked Estep 
Score: -36567816.000000 Penalty: 6323.753906
	Iteration 21Q: 3 clusters Score -3.656782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 344140 members 
Entering Unmasked Estep 
Score: -36567832.000000 Penalty: 6323.753906
	Iteration 22Q: 3 clusters Score -3.656783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344139 members 
Entering Unmasked Estep 
Score: -36567836.000000 Penalty: 6323.753906
	Iteration 23Q: 3 clusters Score -3.656784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344139 members 
Entering Unmasked Estep 
Score: -36567836.000000 Penalty: 6323.753906
	Iteration 24Q: 3 clusters Score -3.656784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 344142 members 
Entering Unmasked Estep 
Score: -36567860.000000 Penalty: 6323.753906
	Iteration 25Q: 3 clusters Score -3.656786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 344138 members 
Entering Unmasked Estep 
Score: -36567848.000000 Penalty: 6323.753906
	Iteration 26Q: 3 clusters Score -3.656785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 344137 members 
Entering Unmasked Estep 
Score: -36567840.000000 Penalty: 6323.753906
	Iteration 27Q: 3 clusters Score -3.656784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 344137 members 
Entering Unmasked Estep 
Score: -36567840.000000 Penalty: 6323.753906
	Iteration 28F: 3 clusters Score -3.656784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -36089.031250 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -36089.03 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 205 members 
Entering Unmasked Estep 
Score: -34666.683594 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -34666.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34819.449219 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34819.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34842.996094 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -34843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34859.406250 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34859.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34863.707031 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34863.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34868.441406 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34868.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34874.414062 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34874.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34878.117188 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -34878.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34878.117188 Penalty: 2981.588623
	Iteration 8F: 3 clusters Score -34878.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 238719 members 
Mstep: Class 4 contains 34664 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21114 members 
Mstep: Class 8 contains 21799 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33177 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 125701 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47895 members 
Mstep: Class 18 contains 15001 members 
Mstep: Class 19 contains 109542 members 
Mstep: Class 20 contains 13778 members 
Mstep: Class 21 contains 63452 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 40563 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344120 members 
Mstep: Class 27 contains 344381 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426896.000000 Penalty: 98863.570312
Iteration 439Q: 29 clusters Score -1.584269e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 238757 members 
Mstep: Class 4 contains 34661 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21109 members 
Mstep: Class 8 contains 21789 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33177 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 125688 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47870 members 
Mstep: Class 18 contains 15001 members 
Mstep: Class 19 contains 109455 members 
Mstep: Class 20 contains 13768 members 
Mstep: Class 21 contains 63448 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 40632 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344140 members 
Mstep: Class 27 contains 344406 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 98863.570312
Iteration 440F: 29 clusters Score -1.584269e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 238796 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 21784 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33175 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125677 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47847 members 
Mstep: Class 18 contains 14991 members 
Mstep: Class 19 contains 109352 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 21 contains 63444 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 40708 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344171 members 
Mstep: Class 27 contains 344426 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427216.000000 Penalty: 98863.570312
Iteration 441Q: 29 clusters Score -1.584272e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 238831 members 
Mstep: Class 4 contains 34644 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21102 members 
Mstep: Class 8 contains 21779 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33172 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125664 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47819 members 
Mstep: Class 18 contains 14982 members 
Mstep: Class 19 contains 109261 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 63440 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 40789 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344203 members 
Mstep: Class 27 contains 344448 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427280.000000 Penalty: 98863.570312
Iteration 442Q: 29 clusters Score -1.584273e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 238867 members 
Mstep: Class 4 contains 34633 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33163 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30720 members 
Mstep: Class 15 contains 125653 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47796 members 
Mstep: Class 18 contains 14973 members 
Mstep: Class 19 contains 109155 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 63436 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 40853 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344249 members 
Mstep: Class 27 contains 344485 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427168.000000 Penalty: 98863.570312
Iteration 443Q: 29 clusters Score -1.584272e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 238926 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21092 members 
Mstep: Class 8 contains 21776 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33157 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 125640 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47763 members 
Mstep: Class 18 contains 14967 members 
Mstep: Class 19 contains 109044 members 
Mstep: Class 20 contains 13741 members 
Mstep: Class 21 contains 63432 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 40927 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344266 members 
Mstep: Class 27 contains 344524 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427216.000000 Penalty: 98863.570312
Iteration 444Q: 29 clusters Score -1.584272e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 238960 members 
Mstep: Class 4 contains 34610 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21091 members 
Mstep: Class 8 contains 21773 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33156 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125614 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47710 members 
Mstep: Class 18 contains 14967 members 
Mstep: Class 19 contains 108966 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 63431 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41027 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344276 members 
Mstep: Class 27 contains 344555 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427088.000000 Penalty: 98863.570312
Iteration 445Q: 29 clusters Score -1.584271e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 239005 members 
Mstep: Class 4 contains 34599 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21089 members 
Mstep: Class 8 contains 21774 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33152 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 125599 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 14965 members 
Mstep: Class 19 contains 108902 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 63431 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41129 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344262 members 
Mstep: Class 27 contains 344583 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426992.000000 Penalty: 98863.570312
Iteration 446Q: 29 clusters Score -1.58427e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14406 members 
Mstep: Class 3 contains 239045 members 
Mstep: Class 4 contains 34593 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21087 members 
Mstep: Class 8 contains 21771 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33152 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30717 members 
Mstep: Class 15 contains 125577 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47595 members 
Mstep: Class 18 contains 14960 members 
Mstep: Class 19 contains 108834 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 63429 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41233 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344263 members 
Mstep: Class 27 contains 344594 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426976.000000 Penalty: 98863.570312
Iteration 447Q: 29 clusters Score -1.58427e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 239075 members 
Mstep: Class 4 contains 34589 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21080 members 
Mstep: Class 8 contains 21766 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33148 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 125555 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47529 members 
Mstep: Class 18 contains 14964 members 
Mstep: Class 19 contains 108761 members 
Mstep: Class 20 contains 13718 members 
Mstep: Class 21 contains 63427 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41348 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344274 members 
Mstep: Class 27 contains 344609 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426992.000000 Penalty: 98863.570312
Iteration 448Q: 29 clusters Score -1.58427e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14426 members 
Mstep: Class 3 contains 239105 members 
Mstep: Class 4 contains 34587 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21072 members 
Mstep: Class 8 contains 21761 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33142 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 125530 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47479 members 
Mstep: Class 18 contains 14960 members 
Mstep: Class 19 contains 108698 members 
Mstep: Class 20 contains 13714 members 
Mstep: Class 21 contains 63416 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41462 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344282 members 
Mstep: Class 27 contains 344625 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426928.000000 Penalty: 98863.570312
Iteration 449Q: 29 clusters Score -1.584269e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14431 members 
Mstep: Class 3 contains 239149 members 
Mstep: Class 4 contains 34582 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 21759 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33137 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 125500 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47432 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 108633 members 
Mstep: Class 20 contains 13708 members 
Mstep: Class 21 contains 63415 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 41563 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344287 members 
Mstep: Class 27 contains 344639 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426832.000000 Penalty: 98863.570312
Iteration 450Q: 29 clusters Score -1.584268e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 239183 members 
Mstep: Class 4 contains 34577 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33128 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 125475 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47386 members 
Mstep: Class 18 contains 14954 members 
Mstep: Class 19 contains 108549 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 63418 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41655 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344304 members 
Mstep: Class 27 contains 344668 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426768.000000 Penalty: 98863.570312
Iteration 451Q: 29 clusters Score -1.584268e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 239214 members 
Mstep: Class 4 contains 34576 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21064 members 
Mstep: Class 8 contains 21748 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33123 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 125464 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47339 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 108453 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 63416 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41765 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344323 members 
Mstep: Class 27 contains 344683 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 98863.570312
Iteration 452Q: 29 clusters Score -1.584269e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14436 members 
Mstep: Class 3 contains 239244 members 
Mstep: Class 4 contains 34573 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21060 members 
Mstep: Class 8 contains 21743 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33120 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 125450 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47308 members 
Mstep: Class 18 contains 14947 members 
Mstep: Class 19 contains 108349 members 
Mstep: Class 20 contains 13699 members 
Mstep: Class 21 contains 63404 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41855 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344333 members 
Mstep: Class 27 contains 344733 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426928.000000 Penalty: 98863.570312
Iteration 453Q: 29 clusters Score -1.584269e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14438 members 
Mstep: Class 3 contains 239278 members 
Mstep: Class 4 contains 34569 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21054 members 
Mstep: Class 8 contains 21737 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33119 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 125433 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47283 members 
Mstep: Class 18 contains 14939 members 
Mstep: Class 19 contains 108245 members 
Mstep: Class 20 contains 13696 members 
Mstep: Class 21 contains 63391 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 41952 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344347 members 
Mstep: Class 27 contains 344770 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427072.000000 Penalty: 98863.570312
Iteration 454Q: 29 clusters Score -1.584271e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14440 members 
Mstep: Class 3 contains 239330 members 
Mstep: Class 4 contains 34568 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21047 members 
Mstep: Class 8 contains 21731 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33120 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 125404 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47251 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 108128 members 
Mstep: Class 20 contains 13695 members 
Mstep: Class 21 contains 63383 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 42041 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344350 members 
Mstep: Class 27 contains 344833 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427120.000000 Penalty: 98863.570312
Iteration 455Q: 29 clusters Score -1.584271e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14441 members 
Mstep: Class 3 contains 239386 members 
Mstep: Class 4 contains 34561 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21044 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33122 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 125377 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47237 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 108023 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 63364 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 42127 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344355 members 
Mstep: Class 27 contains 344871 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426960.000000 Penalty: 98863.570312
Iteration 456Q: 29 clusters Score -1.58427e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14444 members 
Mstep: Class 3 contains 239431 members 
Mstep: Class 4 contains 34558 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21042 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33124 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125355 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47224 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 107931 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 63352 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 42210 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344352 members 
Mstep: Class 27 contains 344899 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426992.000000 Penalty: 98863.570312
Iteration 457Q: 29 clusters Score -1.58427e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14449 members 
Mstep: Class 3 contains 239446 members 
Mstep: Class 4 contains 34557 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21040 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33122 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 125344 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47204 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 107852 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 63345 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 42287 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344354 members 
Mstep: Class 27 contains 344929 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426960.000000 Penalty: 98863.570312
Iteration 458Q: 29 clusters Score -1.58427e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14458 members 
Mstep: Class 3 contains 239457 members 
Mstep: Class 4 contains 34559 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21039 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33120 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 125334 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47182 members 
Mstep: Class 18 contains 14922 members 
Mstep: Class 19 contains 107772 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 63335 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42369 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344353 members 
Mstep: Class 27 contains 344957 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426736.000000 Penalty: 98863.570312
Iteration 459Q: 29 clusters Score -1.584267e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14466 members 
Mstep: Class 3 contains 239485 members 
Mstep: Class 4 contains 34553 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21037 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33116 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 125324 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47154 members 
Mstep: Class 18 contains 14916 members 
Mstep: Class 19 contains 107685 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 63321 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42459 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344357 members 
Mstep: Class 27 contains 344987 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426880.000000 Penalty: 98863.570312
Iteration 460F: 29 clusters Score -1.584269e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 239522 members 
Mstep: Class 4 contains 34547 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21035 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33112 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 125306 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47125 members 
Mstep: Class 18 contains 14907 members 
Mstep: Class 19 contains 107599 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 63315 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42537 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344351 members 
Mstep: Class 27 contains 345042 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426880.000000 Penalty: 98863.570312
Iteration 461Q: 29 clusters Score -1.584269e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14476 members 
Mstep: Class 3 contains 239560 members 
Mstep: Class 4 contains 34541 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21030 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33106 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 125282 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47094 members 
Mstep: Class 18 contains 14900 members 
Mstep: Class 19 contains 107527 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 63309 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42613 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344351 members 
Mstep: Class 27 contains 345088 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427072.000000 Penalty: 98863.570312
Iteration 462Q: 29 clusters Score -1.584271e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 239605 members 
Mstep: Class 4 contains 34536 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21029 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33096 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 125259 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47057 members 
Mstep: Class 18 contains 14894 members 
Mstep: Class 19 contains 107450 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 63304 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42692 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344355 members 
Mstep: Class 27 contains 345128 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426928.000000 Penalty: 98863.570312
Iteration 463Q: 29 clusters Score -1.584269e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14482 members 
Mstep: Class 3 contains 239630 members 
Mstep: Class 4 contains 34530 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33091 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 125244 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47034 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 107365 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 63304 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42748 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344382 members 
Mstep: Class 27 contains 345160 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427024.000000 Penalty: 98863.570312
Iteration 464Q: 29 clusters Score -1.58427e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14490 members 
Mstep: Class 3 contains 239651 members 
Mstep: Class 4 contains 34529 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21023 members 
Mstep: Class 8 contains 21665 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33090 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125234 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 47013 members 
Mstep: Class 18 contains 14883 members 
Mstep: Class 19 contains 107294 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 63303 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42799 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344382 members 
Mstep: Class 27 contains 345200 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 98863.570312
Iteration 465Q: 29 clusters Score -1.584269e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 239672 members 
Mstep: Class 4 contains 34522 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21020 members 
Mstep: Class 8 contains 21657 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33086 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 125222 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46993 members 
Mstep: Class 18 contains 14879 members 
Mstep: Class 19 contains 107236 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 63301 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42840 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344394 members 
Mstep: Class 27 contains 345234 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426800.000000 Penalty: 98863.570312
Iteration 466Q: 29 clusters Score -1.584268e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14502 members 
Mstep: Class 3 contains 239696 members 
Mstep: Class 4 contains 34523 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21015 members 
Mstep: Class 8 contains 21648 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33083 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 125214 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46956 members 
Mstep: Class 18 contains 14878 members 
Mstep: Class 19 contains 107171 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 63301 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 42909 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344401 members 
Mstep: Class 27 contains 345256 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426800.000000 Penalty: 98863.570312
Iteration 467Q: 29 clusters Score -1.584268e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 239716 members 
Mstep: Class 4 contains 34523 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21012 members 
Mstep: Class 8 contains 21639 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33078 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 125203 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46896 members 
Mstep: Class 18 contains 14879 members 
Mstep: Class 19 contains 107116 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 63303 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 43001 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344403 members 
Mstep: Class 27 contains 345281 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426992.000000 Penalty: 98863.570312
Iteration 468Q: 29 clusters Score -1.58427e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 239744 members 
Mstep: Class 4 contains 34522 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 21636 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33078 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 125196 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46839 members 
Mstep: Class 18 contains 14880 members 
Mstep: Class 19 contains 107055 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 63305 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 43095 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344398 members 
Mstep: Class 27 contains 345298 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426976.000000 Penalty: 98863.570312
Iteration 469Q: 29 clusters Score -1.58427e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 239764 members 
Mstep: Class 4 contains 34523 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 21636 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33073 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 125195 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46787 members 
Mstep: Class 18 contains 14879 members 
Mstep: Class 19 contains 106996 members 
Mstep: Class 20 contains 13688 members 
Mstep: Class 21 contains 63293 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 43209 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344382 members 
Mstep: Class 27 contains 345312 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427056.000000 Penalty: 98863.570312
Iteration 470Q: 29 clusters Score -1.584271e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14509 members 
Mstep: Class 3 contains 239784 members 
Mstep: Class 4 contains 34527 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21003 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33073 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30717 members 
Mstep: Class 15 contains 125193 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46718 members 
Mstep: Class 18 contains 14877 members 
Mstep: Class 19 contains 106943 members 
Mstep: Class 20 contains 13684 members 
Mstep: Class 21 contains 63285 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 43329 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344387 members 
Mstep: Class 27 contains 345309 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426992.000000 Penalty: 98863.570312
Iteration 471Q: 29 clusters Score -1.58427e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 239803 members 
Mstep: Class 4 contains 34525 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33073 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30718 members 
Mstep: Class 15 contains 125190 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46640 members 
Mstep: Class 18 contains 14875 members 
Mstep: Class 19 contains 106881 members 
Mstep: Class 20 contains 13683 members 
Mstep: Class 21 contains 63278 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 43472 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344396 members 
Mstep: Class 27 contains 345291 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426976.000000 Penalty: 98863.570312
Iteration 472Q: 29 clusters Score -1.58427e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14514 members 
Mstep: Class 3 contains 239821 members 
Mstep: Class 4 contains 34524 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20999 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33075 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 125188 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46553 members 
Mstep: Class 18 contains 14869 members 
Mstep: Class 19 contains 106822 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 63268 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 43627 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344391 members 
Mstep: Class 27 contains 345286 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 98863.570312
Iteration 473Q: 29 clusters Score -1.584269e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14519 members 
Mstep: Class 3 contains 239829 members 
Mstep: Class 4 contains 34524 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33072 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46483 members 
Mstep: Class 18 contains 14865 members 
Mstep: Class 19 contains 106777 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 63258 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 43774 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344375 members 
Mstep: Class 27 contains 345288 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427008.000000 Penalty: 98863.570312
Iteration 474Q: 29 clusters Score -1.58427e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 239848 members 
Mstep: Class 4 contains 34521 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20993 members 
Mstep: Class 8 contains 21634 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33067 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 125163 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46410 members 
Mstep: Class 18 contains 14863 members 
Mstep: Class 19 contains 106734 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 21 contains 63247 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 43914 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344348 members 
Mstep: Class 27 contains 345306 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427312.000000 Penalty: 98863.570312
Iteration 475Q: 29 clusters Score -1.584273e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14533 members 
Mstep: Class 3 contains 239859 members 
Mstep: Class 4 contains 34517 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20991 members 
Mstep: Class 8 contains 21633 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33066 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 125154 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46343 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 106686 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 63239 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44046 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344322 members 
Mstep: Class 27 contains 345319 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427376.000000 Penalty: 98863.570312
Iteration 476Q: 29 clusters Score -1.584274e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14539 members 
Mstep: Class 3 contains 239862 members 
Mstep: Class 4 contains 34517 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20986 members 
Mstep: Class 8 contains 21631 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33064 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 125144 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46284 members 
Mstep: Class 18 contains 14863 members 
Mstep: Class 19 contains 106644 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 63235 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44175 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344292 members 
Mstep: Class 27 contains 345333 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427312.000000 Penalty: 98863.570312
Iteration 477Q: 29 clusters Score -1.584273e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14544 members 
Mstep: Class 3 contains 239854 members 
Mstep: Class 4 contains 34516 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 21626 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33068 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 125128 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46220 members 
Mstep: Class 18 contains 14863 members 
Mstep: Class 19 contains 106596 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 63229 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44319 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344268 members 
Mstep: Class 27 contains 345355 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427584.000000 Penalty: 98863.570312
Iteration 478Q: 29 clusters Score -1.584276e+08 nChanged 399
Entering ConstructFrom: 
Score: -158427584.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -120590.132812 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -120590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118490.804688 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -118490.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118860.804688 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -118860.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119016.281250 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -119016.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119089.414062 Penalty: 3542.057373
	Iteration 3Q: 3 clusters Score -119089.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119155.007812 Penalty: 3542.057373
	Iteration 4Q: 3 clusters Score -119155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119201.328125 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -119201.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119238.570312 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -119238.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119266.257812 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -119266.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119299.437500 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -119299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119333.210938 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -119333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119376.078125 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -119376.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119418.750000 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -119418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119439.859375 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -119439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -119463.148438 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -119463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119473.601562 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -119473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119475.765625 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -119475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119477.414062 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -119477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119480.781250 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -119480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119482.234375 Penalty: 3542.057373
	Iteration 18Q: 3 clusters Score -119482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119490.546875 Penalty: 3542.057373
	Iteration 19F: 3 clusters Score -119490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119495.789062 Penalty: 3542.057373
	Iteration 20F: 3 clusters Score -119495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119500.093750 Penalty: 3542.057373
	Iteration 21Q: 3 clusters Score -119500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119506.093750 Penalty: 3542.057373
	Iteration 22Q: 3 clusters Score -119506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -119508.007812 Penalty: 3542.057373
	Iteration 23Q: 3 clusters Score -119508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119508.734375 Penalty: 3542.057373
	Iteration 24Q: 3 clusters Score -119508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119509.546875 Penalty: 3542.057373
	Iteration 25Q: 3 clusters Score -119509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119513.515625 Penalty: 3542.057373
	Iteration 26Q: 3 clusters Score -119513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119517.960938 Penalty: 3542.057373
	Iteration 27Q: 3 clusters Score -119518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -119524.000000 Penalty: 3542.057373
	Iteration 28Q: 3 clusters Score -119524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -119525.484375 Penalty: 3542.057373
	Iteration 29Q: 3 clusters Score -119525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -119525.484375 Penalty: 3542.057373
	Iteration 30F: 3 clusters Score -119525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Entering Unmasked Estep 
Score: -1552854.500000 Penalty: 2377.131836
	Iteration 0F: 2 clusters Score -1552854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1542349.250000 Penalty: 4754.263672
	Iteration 0F: 3 clusters Score -1542349 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1545736.750000 Penalty: 4754.263672
	Iteration 1F: 3 clusters Score -1545737 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1546229.750000 Penalty: 4754.263672
	Iteration 2F: 3 clusters Score -1546230 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1546764.000000 Penalty: 4754.263672
	Iteration 3F: 3 clusters Score -1546764 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1547262.625000 Penalty: 4754.263672
	Iteration 4F: 3 clusters Score -1547263 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1547759.250000 Penalty: 4754.263672
	Iteration 5F: 3 clusters Score -1547759 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1548275.500000 Penalty: 4754.263672
	Iteration 6F: 3 clusters Score -1548276 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1548839.250000 Penalty: 4754.263672
	Iteration 7F: 3 clusters Score -1548839 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1549393.000000 Penalty: 4754.263672
	Iteration 8F: 3 clusters Score -1549393 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1549876.500000 Penalty: 4754.263672
	Iteration 9F: 3 clusters Score -1549876 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1550273.125000 Penalty: 4754.263672
	Iteration 10Q: 3 clusters Score -1550273 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1550548.750000 Penalty: 4754.263672
	Iteration 11Q: 3 clusters Score -1550549 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1550742.875000 Penalty: 4754.263672
	Iteration 12Q: 3 clusters Score -1550743 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1550894.000000 Penalty: 4754.263672
	Iteration 13Q: 3 clusters Score -1550894 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1551025.625000 Penalty: 4754.263672
	Iteration 14Q: 3 clusters Score -1551026 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1551137.375000 Penalty: 4754.263672
	Iteration 15Q: 3 clusters Score -1551137 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1551220.250000 Penalty: 4754.263672
	Iteration 16Q: 3 clusters Score -1551220 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1551278.625000 Penalty: 4754.263672
	Iteration 17Q: 3 clusters Score -1551279 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1551309.000000 Penalty: 4754.263672
	Iteration 18Q: 3 clusters Score -1551309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1551324.875000 Penalty: 4754.263672
	Iteration 19Q: 3 clusters Score -1551325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1551338.250000 Penalty: 4754.263672
	Iteration 20F: 3 clusters Score -1551338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1551351.500000 Penalty: 4754.263672
	Iteration 21Q: 3 clusters Score -1551352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1551363.625000 Penalty: 4754.263672
	Iteration 22Q: 3 clusters Score -1551364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1551381.625000 Penalty: 4754.263672
	Iteration 23Q: 3 clusters Score -1551382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1551383.125000 Penalty: 4754.263672
	Iteration 24Q: 3 clusters Score -1551383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1551387.500000 Penalty: 4754.263672
	Iteration 25Q: 3 clusters Score -1551388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1551392.250000 Penalty: 4754.263672
	Iteration 26Q: 3 clusters Score -1551392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1551396.125000 Penalty: 4754.263672
	Iteration 27Q: 3 clusters Score -1551396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1551401.625000 Penalty: 4754.263672
	Iteration 28Q: 3 clusters Score -1551402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1551401.625000 Penalty: 4754.263672
	Iteration 29Q: 3 clusters Score -1551402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1551409.375000 Penalty: 4754.263672
	Iteration 30Q: 3 clusters Score -1551409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1551415.500000 Penalty: 4754.263672
	Iteration 31Q: 3 clusters Score -1551416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1551416.625000 Penalty: 4754.263672
	Iteration 32Q: 3 clusters Score -1551417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1551416.750000 Penalty: 4754.263672
	Iteration 33Q: 3 clusters Score -1551417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1551417.250000 Penalty: 4754.263672
	Iteration 34Q: 3 clusters Score -1551417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1551421.500000 Penalty: 4754.263672
	Iteration 35Q: 3 clusters Score -1551422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1551418.875000 Penalty: 4754.263672
	Iteration 36Q: 3 clusters Score -1551419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1551422.125000 Penalty: 4754.263672
	Iteration 37Q: 3 clusters Score -1551422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1551427.125000 Penalty: 4754.263672
	Iteration 38Q: 3 clusters Score -1551427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1551428.750000 Penalty: 4754.263672
	Iteration 39Q: 3 clusters Score -1551429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1551432.500000 Penalty: 4754.263672
	Iteration 40F: 3 clusters Score -1551432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1551436.750000 Penalty: 4754.263672
	Iteration 41Q: 3 clusters Score -1551437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1551437.125000 Penalty: 4754.263672
	Iteration 42Q: 3 clusters Score -1551437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1551436.000000 Penalty: 4754.263672
	Iteration 43Q: 3 clusters Score -1551436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1551440.000000 Penalty: 4754.263672
	Iteration 44Q: 3 clusters Score -1551440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1551445.000000 Penalty: 4754.263672
	Iteration 45Q: 3 clusters Score -1551445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1551443.875000 Penalty: 4754.263672
	Iteration 46Q: 3 clusters Score -1551444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1551444.250000 Penalty: 4754.263672
	Iteration 47Q: 3 clusters Score -1551444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1551446.250000 Penalty: 4754.263672
	Iteration 48Q: 3 clusters Score -1551446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1551444.500000 Penalty: 4754.263672
	Iteration 49Q: 3 clusters Score -1551444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1551443.500000 Penalty: 4754.263672
	Iteration 50Q: 3 clusters Score -1551444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1551444.875000 Penalty: 4754.263672
	Iteration 51Q: 3 clusters Score -1551445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1551446.625000 Penalty: 4754.263672
	Iteration 52Q: 3 clusters Score -1551447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1551449.625000 Penalty: 4754.263672
	Iteration 53Q: 3 clusters Score -1551450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1551454.250000 Penalty: 4754.263672
	Iteration 54Q: 3 clusters Score -1551454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1551452.500000 Penalty: 4754.263672
	Iteration 55Q: 3 clusters Score -1551452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1551452.125000 Penalty: 4754.263672
	Iteration 56Q: 3 clusters Score -1551452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1551452.125000 Penalty: 4754.263672
	Iteration 57Q: 3 clusters Score -1551452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1551455.500000 Penalty: 4754.263672
	Iteration 58Q: 3 clusters Score -1551456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1551455.750000 Penalty: 4754.263672
	Iteration 59Q: 3 clusters Score -1551456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1551454.250000 Penalty: 4754.263672
	Iteration 60F: 3 clusters Score -1551454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1551454.875000 Penalty: 4754.263672
	Iteration 61Q: 3 clusters Score -1551455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1551450.625000 Penalty: 4754.263672
	Iteration 62Q: 3 clusters Score -1551451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1551457.625000 Penalty: 4754.263672
	Iteration 63Q: 3 clusters Score -1551458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1551460.125000 Penalty: 4754.263672
	Iteration 64Q: 3 clusters Score -1551460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1551458.250000 Penalty: 4754.263672
	Iteration 65Q: 3 clusters Score -1551458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1551457.000000 Penalty: 4754.263672
	Iteration 66Q: 3 clusters Score -1551457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1551461.000000 Penalty: 4754.263672
	Iteration 67Q: 3 clusters Score -1551461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1551459.500000 Penalty: 4754.263672
	Iteration 68Q: 3 clusters Score -1551460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1551463.375000 Penalty: 4754.263672
	Iteration 69Q: 3 clusters Score -1551463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1551462.875000 Penalty: 4754.263672
	Iteration 70Q: 3 clusters Score -1551463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1551465.500000 Penalty: 4754.263672
	Iteration 71Q: 3 clusters Score -1551466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1551464.000000 Penalty: 4754.263672
	Iteration 72Q: 3 clusters Score -1551464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1551462.500000 Penalty: 4754.263672
	Iteration 73Q: 3 clusters Score -1551462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1551463.250000 Penalty: 4754.263672
	Iteration 74Q: 3 clusters Score -1551463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1551464.750000 Penalty: 4754.263672
	Iteration 75Q: 3 clusters Score -1551465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1551462.500000 Penalty: 4754.263672
	Iteration 76Q: 3 clusters Score -1551462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1551464.000000 Penalty: 4754.263672
	Iteration 77Q: 3 clusters Score -1551464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1551463.500000 Penalty: 4754.263672
	Iteration 78Q: 3 clusters Score -1551464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1551465.375000 Penalty: 4754.263672
	Iteration 79Q: 3 clusters Score -1551465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1551466.250000 Penalty: 4754.263672
	Iteration 80F: 3 clusters Score -1551466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1551463.500000 Penalty: 4754.263672
	Iteration 81Q: 3 clusters Score -1551464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1551464.750000 Penalty: 4754.263672
	Iteration 82Q: 3 clusters Score -1551465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1551464.625000 Penalty: 4754.263672
	Iteration 83Q: 3 clusters Score -1551465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1551464.250000 Penalty: 4754.263672
	Iteration 84Q: 3 clusters Score -1551464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1551463.000000 Penalty: 4754.263672
	Iteration 85Q: 3 clusters Score -1551463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1551463.125000 Penalty: 4754.263672
	Iteration 86Q: 3 clusters Score -1551463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1551463.125000 Penalty: 4754.263672
	Iteration 87Q: 3 clusters Score -1551463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1551462.875000 Penalty: 4754.263672
	Iteration 88Q: 3 clusters Score -1551463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1551462.250000 Penalty: 4754.263672
	Iteration 89Q: 3 clusters Score -1551462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1551462.250000 Penalty: 4754.263672
	Iteration 90F: 3 clusters Score -1551462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (239857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239857 members 
Entering Unmasked Estep 
Score: -25527372.000000 Penalty: 3072.174072
	Iteration 0F: 2 clusters Score -2.552737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -25369828.000000 Penalty: 6144.348145
	Iteration 0F: 3 clusters Score -2.536983e+07 nChanged 115443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 129182 members 
Entering Unmasked Estep 
Score: -25438266.000000 Penalty: 6144.348145
	Iteration 1F: 3 clusters Score -2.543827e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -25440488.000000 Penalty: 6144.348145
	Iteration 2Q: 3 clusters Score -2.544049e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -25444560.000000 Penalty: 6144.348145
	Iteration 3Q: 3 clusters Score -2.544456e+07 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Mstep: Class 2 contains 156039 members 
Entering Unmasked Estep 
Score: -25452122.000000 Penalty: 6144.348145
	Iteration 4F: 3 clusters Score -2.545212e+07 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 173723 members 
Entering Unmasked Estep 
Score: -25464904.000000 Penalty: 6144.348145
	Iteration 5F: 3 clusters Score -2.54649e+07 nChanged 21274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 194899 members 
Entering Unmasked Estep 
Score: -25483338.000000 Penalty: 6144.348145
	Iteration 6F: 3 clusters Score -2.548334e+07 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 215098 members 
Entering Unmasked Estep 
Score: -25501564.000000 Penalty: 6144.348145
	Iteration 7F: 3 clusters Score -2.550156e+07 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 228867 members 
Entering Unmasked Estep 
Score: -25514320.000000 Penalty: 6144.348145
	Iteration 8F: 3 clusters Score -2.551432e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 235614 members 
Entering Unmasked Estep 
Score: -25520716.000000 Penalty: 6144.348145
	Iteration 9Q: 3 clusters Score -2.552072e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 238225 members 
Entering Unmasked Estep 
Score: -25523254.000000 Penalty: 6144.348145
	Iteration 10Q: 3 clusters Score -2.552325e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 239058 members 
Entering Unmasked Estep 
Score: -25524056.000000 Penalty: 6144.348145
	Iteration 11Q: 3 clusters Score -2.552406e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 239320 members 
Entering Unmasked Estep 
Score: -25524344.000000 Penalty: 6144.348145
	Iteration 12Q: 3 clusters Score -2.552434e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 239397 members 
Entering Unmasked Estep 
Score: -25524460.000000 Penalty: 6144.348145
	Iteration 13Q: 3 clusters Score -2.552446e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 239427 members 
Entering Unmasked Estep 
Score: -25524526.000000 Penalty: 6144.348145
	Iteration 14Q: 3 clusters Score -2.552453e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 239444 members 
Entering Unmasked Estep 
Score: -25524576.000000 Penalty: 6144.348145
	Iteration 15Q: 3 clusters Score -2.552458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 239457 members 
Entering Unmasked Estep 
Score: -25524598.000000 Penalty: 6144.348145
	Iteration 16Q: 3 clusters Score -2.55246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 239458 members 
Entering Unmasked Estep 
Score: -25524622.000000 Penalty: 6144.348145
	Iteration 17Q: 3 clusters Score -2.552462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 239460 members 
Entering Unmasked Estep 
Score: -25524638.000000 Penalty: 6144.348145
	Iteration 18Q: 3 clusters Score -2.552464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 239463 members 
Entering Unmasked Estep 
Score: -25524664.000000 Penalty: 6144.348145
	Iteration 19Q: 3 clusters Score -2.552466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 239464 members 
Entering Unmasked Estep 
Score: -25524666.000000 Penalty: 6144.348145
	Iteration 20F: 3 clusters Score -2.552467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -25524654.000000 Penalty: 6144.348145
	Iteration 21Q: 3 clusters Score -2.552465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -25524670.000000 Penalty: 6144.348145
	Iteration 22Q: 3 clusters Score -2.552467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -25524664.000000 Penalty: 6144.348145
	Iteration 23Q: 3 clusters Score -2.552466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -25524664.000000 Penalty: 6144.348145
	Iteration 24F: 3 clusters Score -2.552466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Entering Unmasked Estep 
Score: -3719664.250000 Penalty: 2591.360352
	Iteration 0F: 2 clusters Score -3719664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3696184.250000 Penalty: 5182.720703
	Iteration 0F: 3 clusters Score -3696184 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3704654.750000 Penalty: 5182.720703
	Iteration 1F: 3 clusters Score -3704655 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3705354.500000 Penalty: 5182.720703
	Iteration 2F: 3 clusters Score -3705354 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3706135.750000 Penalty: 5182.720703
	Iteration 3F: 3 clusters Score -3706136 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3707187.000000 Penalty: 5182.720703
	Iteration 4F: 3 clusters Score -3707187 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3708454.000000 Penalty: 5182.720703
	Iteration 5F: 3 clusters Score -3708454 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3710002.250000 Penalty: 5182.720703
	Iteration 6F: 3 clusters Score -3710002 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3711759.750000 Penalty: 5182.720703
	Iteration 7F: 3 clusters Score -3711760 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3713453.500000 Penalty: 5182.720703
	Iteration 8F: 3 clusters Score -3713454 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3714808.500000 Penalty: 5182.720703
	Iteration 9Q: 3 clusters Score -3714808 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3715780.500000 Penalty: 5182.720703
	Iteration 10Q: 3 clusters Score -3715780 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3716389.250000 Penalty: 5182.720703
	Iteration 11Q: 3 clusters Score -3716389 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3716766.500000 Penalty: 5182.720703
	Iteration 12Q: 3 clusters Score -3716766 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3717041.250000 Penalty: 5182.720703
	Iteration 13Q: 3 clusters Score -3717041 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3717194.000000 Penalty: 5182.720703
	Iteration 14Q: 3 clusters Score -3717194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3717336.000000 Penalty: 5182.720703
	Iteration 15Q: 3 clusters Score -3717336 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3717422.000000 Penalty: 5182.720703
	Iteration 16Q: 3 clusters Score -3717422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -3717501.500000 Penalty: 5182.720703
	Iteration 17Q: 3 clusters Score -3717502 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3717587.250000 Penalty: 5182.720703
	Iteration 18Q: 3 clusters Score -3717587 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3717621.750000 Penalty: 5182.720703
	Iteration 19Q: 3 clusters Score -3717622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3717676.250000 Penalty: 5182.720703
	Iteration 20F: 3 clusters Score -3717676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3717721.500000 Penalty: 5182.720703
	Iteration 21Q: 3 clusters Score -3717722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -3717761.000000 Penalty: 5182.720703
	Iteration 22Q: 3 clusters Score -3717761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -3717790.750000 Penalty: 5182.720703
	Iteration 23Q: 3 clusters Score -3717791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3717795.250000 Penalty: 5182.720703
	Iteration 24Q: 3 clusters Score -3717795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3717820.000000 Penalty: 5182.720703
	Iteration 25Q: 3 clusters Score -3717820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3717850.250000 Penalty: 5182.720703
	Iteration 26Q: 3 clusters Score -3717850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -3717875.000000 Penalty: 5182.720703
	Iteration 27Q: 3 clusters Score -3717875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3717888.750000 Penalty: 5182.720703
	Iteration 28Q: 3 clusters Score -3717889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3717903.500000 Penalty: 5182.720703
	Iteration 29Q: 3 clusters Score -3717904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3717922.250000 Penalty: 5182.720703
	Iteration 30Q: 3 clusters Score -3717922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3717942.500000 Penalty: 5182.720703
	Iteration 31Q: 3 clusters Score -3717942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -3717964.500000 Penalty: 5182.720703
	Iteration 32Q: 3 clusters Score -3717964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -3717986.750000 Penalty: 5182.720703
	Iteration 33Q: 3 clusters Score -3717987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -3718000.500000 Penalty: 5182.720703
	Iteration 34Q: 3 clusters Score -3718000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3718024.500000 Penalty: 5182.720703
	Iteration 35Q: 3 clusters Score -3718024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3718028.000000 Penalty: 5182.720703
	Iteration 36Q: 3 clusters Score -3718028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3718045.250000 Penalty: 5182.720703
	Iteration 37Q: 3 clusters Score -3718045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3718060.000000 Penalty: 5182.720703
	Iteration 38Q: 3 clusters Score -3718060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3718064.250000 Penalty: 5182.720703
	Iteration 39Q: 3 clusters Score -3718064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3718063.750000 Penalty: 5182.720703
	Iteration 40F: 3 clusters Score -3718064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3718072.250000 Penalty: 5182.720703
	Iteration 41Q: 3 clusters Score -3718072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3718076.750000 Penalty: 5182.720703
	Iteration 42Q: 3 clusters Score -3718077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -3718071.750000 Penalty: 5182.720703
	Iteration 43Q: 3 clusters Score -3718072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3718076.750000 Penalty: 5182.720703
	Iteration 44Q: 3 clusters Score -3718077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3718080.750000 Penalty: 5182.720703
	Iteration 45Q: 3 clusters Score -3718081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3718082.250000 Penalty: 5182.720703
	Iteration 46Q: 3 clusters Score -3718082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3718080.250000 Penalty: 5182.720703
	Iteration 47Q: 3 clusters Score -3718080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -3718076.000000 Penalty: 5182.720703
	Iteration 48Q: 3 clusters Score -3718076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3718075.000000 Penalty: 5182.720703
	Iteration 49Q: 3 clusters Score -3718075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3718075.250000 Penalty: 5182.720703
	Iteration 50Q: 3 clusters Score -3718075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3718075.500000 Penalty: 5182.720703
	Iteration 51Q: 3 clusters Score -3718076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3718079.000000 Penalty: 5182.720703
	Iteration 52Q: 3 clusters Score -3718079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3718083.250000 Penalty: 5182.720703
	Iteration 53Q: 3 clusters Score -3718083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3718087.750000 Penalty: 5182.720703
	Iteration 54Q: 3 clusters Score -3718088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3718081.250000 Penalty: 5182.720703
	Iteration 55Q: 3 clusters Score -3718081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3718083.000000 Penalty: 5182.720703
	Iteration 56Q: 3 clusters Score -3718083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3718081.750000 Penalty: 5182.720703
	Iteration 57Q: 3 clusters Score -3718082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3718082.250000 Penalty: 5182.720703
	Iteration 58Q: 3 clusters Score -3718082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3718087.000000 Penalty: 5182.720703
	Iteration 59Q: 3 clusters Score -3718087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3718087.000000 Penalty: 5182.720703
	Iteration 60F: 3 clusters Score -3718087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -238265.750000 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -238265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -235444.062500 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -235444.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -236041.000000 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -236041 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -236257.843750 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -236257.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -236435.718750 Penalty: 3843.663818
	Iteration 3F: 3 clusters Score -236435.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236631.593750 Penalty: 3843.663818
	Iteration 4Q: 3 clusters Score -236631.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -236803.000000 Penalty: 3843.663818
	Iteration 5Q: 3 clusters Score -236803 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -236933.328125 Penalty: 3843.663818
	Iteration 6Q: 3 clusters Score -236933.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -237035.031250 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -237035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -237102.828125 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -237102.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -237159.562500 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -237159.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -237194.703125 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -237194.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -237214.171875 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -237214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -237225.562500 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -237225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -237235.796875 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -237235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -237240.578125 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -237240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -237247.890625 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -237247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -237252.531250 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -237252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -237257.203125 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -237257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -237259.015625 Penalty: 3843.663818
	Iteration 18Q: 3 clusters Score -237259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -237261.468750 Penalty: 3843.663818
	Iteration 19Q: 3 clusters Score -237261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -237263.875000 Penalty: 3843.663818
	Iteration 20F: 3 clusters Score -237263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -237266.750000 Penalty: 3843.663818
	Iteration 21Q: 3 clusters Score -237266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -237269.328125 Penalty: 3843.663818
	Iteration 22Q: 3 clusters Score -237269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -237270.593750 Penalty: 3843.663818
	Iteration 23Q: 3 clusters Score -237270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -237272.921875 Penalty: 3843.663818
	Iteration 24Q: 3 clusters Score -237272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -237275.375000 Penalty: 3843.663818
	Iteration 25Q: 3 clusters Score -237275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -237276.765625 Penalty: 3843.663818
	Iteration 26Q: 3 clusters Score -237276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -237279.406250 Penalty: 3843.663818
	Iteration 27Q: 3 clusters Score -237279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -237283.578125 Penalty: 3843.663818
	Iteration 28Q: 3 clusters Score -237283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -237286.656250 Penalty: 3843.663818
	Iteration 29Q: 3 clusters Score -237286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -237289.687500 Penalty: 3843.663818
	Iteration 30Q: 3 clusters Score -237289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -237290.359375 Penalty: 3843.663818
	Iteration 31Q: 3 clusters Score -237290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -237290.781250 Penalty: 3843.663818
	Iteration 32Q: 3 clusters Score -237290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -237291.765625 Penalty: 3843.663818
	Iteration 33Q: 3 clusters Score -237291.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -237291.765625 Penalty: 3843.663818
	Iteration 34F: 3 clusters Score -237291.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -44951.078125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -44951.08 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 222 members 
Entering Unmasked Estep 
Score: -43459.523438 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -43459.52 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43693.644531 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43693.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43763.554688 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -43763.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43791.972656 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -43791.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43802.699219 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43805.589844 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -43805.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43805.589844 Penalty: 3059.088379
	Iteration 6F: 3 clusters Score -43805.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Entering Unmasked Estep 
Score: -2268855.250000 Penalty: 2467.916748
	Iteration 0F: 2 clusters Score -2268855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2254032.250000 Penalty: 4935.833496
	Iteration 0F: 3 clusters Score -2254032 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2259073.250000 Penalty: 4935.833496
	Iteration 1F: 3 clusters Score -2259073 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2259469.000000 Penalty: 4935.833496
	Iteration 2F: 3 clusters Score -2259469 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2259769.000000 Penalty: 4935.833496
	Iteration 3Q: 3 clusters Score -2259769 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2260066.250000 Penalty: 4935.833496
	Iteration 4Q: 3 clusters Score -2260066 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2260331.250000 Penalty: 4935.833496
	Iteration 5Q: 3 clusters Score -2260331 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2260579.250000 Penalty: 4935.833496
	Iteration 6Q: 3 clusters Score -2260579 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2260841.750000 Penalty: 4935.833496
	Iteration 7Q: 3 clusters Score -2260842 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2261164.500000 Penalty: 4935.833496
	Iteration 8Q: 3 clusters Score -2261164 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2261502.250000 Penalty: 4935.833496
	Iteration 9Q: 3 clusters Score -2261502 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2261886.000000 Penalty: 4935.833496
	Iteration 10Q: 3 clusters Score -2261886 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2262327.750000 Penalty: 4935.833496
	Iteration 11Q: 3 clusters Score -2262328 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2262804.500000 Penalty: 4935.833496
	Iteration 12Q: 3 clusters Score -2262804 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2263256.500000 Penalty: 4935.833496
	Iteration 13Q: 3 clusters Score -2263256 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2263721.750000 Penalty: 4935.833496
	Iteration 14Q: 3 clusters Score -2263722 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2264174.750000 Penalty: 4935.833496
	Iteration 15Q: 3 clusters Score -2264175 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2264547.000000 Penalty: 4935.833496
	Iteration 16Q: 3 clusters Score -2264547 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2264853.500000 Penalty: 4935.833496
	Iteration 17Q: 3 clusters Score -2264854 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2265075.500000 Penalty: 4935.833496
	Iteration 18Q: 3 clusters Score -2265076 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2265257.000000 Penalty: 4935.833496
	Iteration 19Q: 3 clusters Score -2265257 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2265419.500000 Penalty: 4935.833496
	Iteration 20F: 3 clusters Score -2265420 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2265595.750000 Penalty: 4935.833496
	Iteration 21Q: 3 clusters Score -2265596 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2265739.750000 Penalty: 4935.833496
	Iteration 22Q: 3 clusters Score -2265740 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2265859.500000 Penalty: 4935.833496
	Iteration 23Q: 3 clusters Score -2265860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2265976.250000 Penalty: 4935.833496
	Iteration 24Q: 3 clusters Score -2265976 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2266058.250000 Penalty: 4935.833496
	Iteration 25Q: 3 clusters Score -2266058 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2266132.500000 Penalty: 4935.833496
	Iteration 26Q: 3 clusters Score -2266132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2266189.750000 Penalty: 4935.833496
	Iteration 27Q: 3 clusters Score -2266190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2266238.250000 Penalty: 4935.833496
	Iteration 28Q: 3 clusters Score -2266238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2266290.500000 Penalty: 4935.833496
	Iteration 29Q: 3 clusters Score -2266290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2266337.000000 Penalty: 4935.833496
	Iteration 30Q: 3 clusters Score -2266337 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2266384.250000 Penalty: 4935.833496
	Iteration 31Q: 3 clusters Score -2266384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2266414.750000 Penalty: 4935.833496
	Iteration 32Q: 3 clusters Score -2266415 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2266447.750000 Penalty: 4935.833496
	Iteration 33Q: 3 clusters Score -2266448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2266486.250000 Penalty: 4935.833496
	Iteration 34Q: 3 clusters Score -2266486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2266522.500000 Penalty: 4935.833496
	Iteration 35Q: 3 clusters Score -2266522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2266560.000000 Penalty: 4935.833496
	Iteration 36Q: 3 clusters Score -2266560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2266590.750000 Penalty: 4935.833496
	Iteration 37Q: 3 clusters Score -2266591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2266611.750000 Penalty: 4935.833496
	Iteration 38Q: 3 clusters Score -2266612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2266626.750000 Penalty: 4935.833496
	Iteration 39Q: 3 clusters Score -2266627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2266649.000000 Penalty: 4935.833496
	Iteration 40F: 3 clusters Score -2266649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2266662.500000 Penalty: 4935.833496
	Iteration 41Q: 3 clusters Score -2266662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2266675.000000 Penalty: 4935.833496
	Iteration 42Q: 3 clusters Score -2266675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2266683.750000 Penalty: 4935.833496
	Iteration 43Q: 3 clusters Score -2266684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2266692.750000 Penalty: 4935.833496
	Iteration 44Q: 3 clusters Score -2266693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2266703.000000 Penalty: 4935.833496
	Iteration 45Q: 3 clusters Score -2266703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2266711.500000 Penalty: 4935.833496
	Iteration 46Q: 3 clusters Score -2266712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2266715.250000 Penalty: 4935.833496
	Iteration 47Q: 3 clusters Score -2266715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2266721.750000 Penalty: 4935.833496
	Iteration 48Q: 3 clusters Score -2266722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2266733.000000 Penalty: 4935.833496
	Iteration 49Q: 3 clusters Score -2266733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2266736.000000 Penalty: 4935.833496
	Iteration 50Q: 3 clusters Score -2266736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2266740.250000 Penalty: 4935.833496
	Iteration 51Q: 3 clusters Score -2266740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2266749.250000 Penalty: 4935.833496
	Iteration 52Q: 3 clusters Score -2266749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2266756.000000 Penalty: 4935.833496
	Iteration 53Q: 3 clusters Score -2266756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2266757.250000 Penalty: 4935.833496
	Iteration 54Q: 3 clusters Score -2266757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2266758.250000 Penalty: 4935.833496
	Iteration 55Q: 3 clusters Score -2266758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2266757.500000 Penalty: 4935.833496
	Iteration 56Q: 3 clusters Score -2266758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2266760.000000 Penalty: 4935.833496
	Iteration 57Q: 3 clusters Score -2266760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2266760.250000 Penalty: 4935.833496
	Iteration 58Q: 3 clusters Score -2266760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2266760.250000 Penalty: 4935.833496
	Iteration 59Q: 3 clusters Score -2266760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2266760.250000 Penalty: 4935.833496
	Iteration 60F: 3 clusters Score -2266760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Entering Unmasked Estep 
Score: -2340371.000000 Penalty: 2475.369385
	Iteration 0F: 2 clusters Score -2340371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2325159.750000 Penalty: 4950.738770
	Iteration 0F: 3 clusters Score -2325160 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2330377.000000 Penalty: 4950.738770
	Iteration 1F: 3 clusters Score -2330377 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2330825.750000 Penalty: 4950.738770
	Iteration 2F: 3 clusters Score -2330826 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2331268.500000 Penalty: 4950.738770
	Iteration 3Q: 3 clusters Score -2331268 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2331737.750000 Penalty: 4950.738770
	Iteration 4Q: 3 clusters Score -2331738 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2332306.000000 Penalty: 4950.738770
	Iteration 5Q: 3 clusters Score -2332306 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2332975.750000 Penalty: 4950.738770
	Iteration 6Q: 3 clusters Score -2332976 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2333740.000000 Penalty: 4950.738770
	Iteration 7F: 3 clusters Score -2333740 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2334560.000000 Penalty: 4950.738770
	Iteration 8Q: 3 clusters Score -2334560 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2335357.250000 Penalty: 4950.738770
	Iteration 9Q: 3 clusters Score -2335357 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2336029.750000 Penalty: 4950.738770
	Iteration 10Q: 3 clusters Score -2336030 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2336597.500000 Penalty: 4950.738770
	Iteration 11Q: 3 clusters Score -2336598 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2336961.000000 Penalty: 4950.738770
	Iteration 12Q: 3 clusters Score -2336961 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2337201.250000 Penalty: 4950.738770
	Iteration 13Q: 3 clusters Score -2337201 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2337372.500000 Penalty: 4950.738770
	Iteration 14Q: 3 clusters Score -2337372 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2337504.000000 Penalty: 4950.738770
	Iteration 15Q: 3 clusters Score -2337504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2337599.250000 Penalty: 4950.738770
	Iteration 16Q: 3 clusters Score -2337599 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2337657.500000 Penalty: 4950.738770
	Iteration 17Q: 3 clusters Score -2337658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2337721.250000 Penalty: 4950.738770
	Iteration 18Q: 3 clusters Score -2337721 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2337760.500000 Penalty: 4950.738770
	Iteration 19Q: 3 clusters Score -2337760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2337799.750000 Penalty: 4950.738770
	Iteration 20F: 3 clusters Score -2337800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2337838.750000 Penalty: 4950.738770
	Iteration 21Q: 3 clusters Score -2337839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2337875.500000 Penalty: 4950.738770
	Iteration 22Q: 3 clusters Score -2337876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2337902.250000 Penalty: 4950.738770
	Iteration 23Q: 3 clusters Score -2337902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2337932.500000 Penalty: 4950.738770
	Iteration 24Q: 3 clusters Score -2337932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2337961.750000 Penalty: 4950.738770
	Iteration 25Q: 3 clusters Score -2337962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2337986.500000 Penalty: 4950.738770
	Iteration 26Q: 3 clusters Score -2337986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2338008.500000 Penalty: 4950.738770
	Iteration 27Q: 3 clusters Score -2338008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2338029.250000 Penalty: 4950.738770
	Iteration 28Q: 3 clusters Score -2338029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2338058.750000 Penalty: 4950.738770
	Iteration 29Q: 3 clusters Score -2338059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2338075.000000 Penalty: 4950.738770
	Iteration 30Q: 3 clusters Score -2338075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2338098.500000 Penalty: 4950.738770
	Iteration 31Q: 3 clusters Score -2338098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2338115.000000 Penalty: 4950.738770
	Iteration 32Q: 3 clusters Score -2338115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2338125.750000 Penalty: 4950.738770
	Iteration 33Q: 3 clusters Score -2338126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2338136.250000 Penalty: 4950.738770
	Iteration 34Q: 3 clusters Score -2338136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2338145.000000 Penalty: 4950.738770
	Iteration 35Q: 3 clusters Score -2338145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2338154.750000 Penalty: 4950.738770
	Iteration 36Q: 3 clusters Score -2338155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2338164.500000 Penalty: 4950.738770
	Iteration 37Q: 3 clusters Score -2338164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2338175.500000 Penalty: 4950.738770
	Iteration 38Q: 3 clusters Score -2338176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2338182.500000 Penalty: 4950.738770
	Iteration 39Q: 3 clusters Score -2338182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2338187.250000 Penalty: 4950.738770
	Iteration 40F: 3 clusters Score -2338187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2338188.500000 Penalty: 4950.738770
	Iteration 41Q: 3 clusters Score -2338188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2338190.750000 Penalty: 4950.738770
	Iteration 42Q: 3 clusters Score -2338191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2338196.500000 Penalty: 4950.738770
	Iteration 43Q: 3 clusters Score -2338196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2338197.000000 Penalty: 4950.738770
	Iteration 44Q: 3 clusters Score -2338197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2338199.250000 Penalty: 4950.738770
	Iteration 45Q: 3 clusters Score -2338199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2338202.500000 Penalty: 4950.738770
	Iteration 46Q: 3 clusters Score -2338202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2338204.250000 Penalty: 4950.738770
	Iteration 47Q: 3 clusters Score -2338204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2338206.750000 Penalty: 4950.738770
	Iteration 48Q: 3 clusters Score -2338207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2338215.250000 Penalty: 4950.738770
	Iteration 49Q: 3 clusters Score -2338215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2338226.250000 Penalty: 4950.738770
	Iteration 50Q: 3 clusters Score -2338226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2338229.500000 Penalty: 4950.738770
	Iteration 51Q: 3 clusters Score -2338230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2338238.500000 Penalty: 4950.738770
	Iteration 52Q: 3 clusters Score -2338238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2338239.000000 Penalty: 4950.738770
	Iteration 53Q: 3 clusters Score -2338239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2338237.750000 Penalty: 4950.738770
	Iteration 54Q: 3 clusters Score -2338238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2338239.750000 Penalty: 4950.738770
	Iteration 55Q: 3 clusters Score -2338240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2338241.250000 Penalty: 4950.738770
	Iteration 56Q: 3 clusters Score -2338241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2338240.500000 Penalty: 4950.738770
	Iteration 57Q: 3 clusters Score -2338240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2338240.500000 Penalty: 4950.738770
	Iteration 58F: 3 clusters Score -2338240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Entering Unmasked Estep 
Score: -645893.062500 Penalty: 2163.643799
	Iteration 0F: 2 clusters Score -645893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -640685.187500 Penalty: 4327.287598
	Iteration 0F: 3 clusters Score -640685.2 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -641990.875000 Penalty: 4327.287598
	Iteration 1F: 3 clusters Score -641990.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -642185.187500 Penalty: 4327.287598
	Iteration 2F: 3 clusters Score -642185.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -642316.750000 Penalty: 4327.287598
	Iteration 3Q: 3 clusters Score -642316.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -642403.062500 Penalty: 4327.287598
	Iteration 4Q: 3 clusters Score -642403.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -642484.187500 Penalty: 4327.287598
	Iteration 5Q: 3 clusters Score -642484.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -642557.375000 Penalty: 4327.287598
	Iteration 6Q: 3 clusters Score -642557.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -642625.437500 Penalty: 4327.287598
	Iteration 7Q: 3 clusters Score -642625.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -642688.750000 Penalty: 4327.287598
	Iteration 8Q: 3 clusters Score -642688.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -642753.062500 Penalty: 4327.287598
	Iteration 9Q: 3 clusters Score -642753.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -642814.937500 Penalty: 4327.287598
	Iteration 10Q: 3 clusters Score -642814.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -642867.187500 Penalty: 4327.287598
	Iteration 11Q: 3 clusters Score -642867.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -642923.687500 Penalty: 4327.287598
	Iteration 12Q: 3 clusters Score -642923.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -642980.625000 Penalty: 4327.287598
	Iteration 13Q: 3 clusters Score -642980.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -643043.500000 Penalty: 4327.287598
	Iteration 14Q: 3 clusters Score -643043.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -643116.937500 Penalty: 4327.287598
	Iteration 15Q: 3 clusters Score -643116.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -643188.500000 Penalty: 4327.287598
	Iteration 16Q: 3 clusters Score -643188.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -643272.687500 Penalty: 4327.287598
	Iteration 17Q: 3 clusters Score -643272.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -643358.250000 Penalty: 4327.287598
	Iteration 18Q: 3 clusters Score -643358.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -643441.187500 Penalty: 4327.287598
	Iteration 19Q: 3 clusters Score -643441.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -643509.937500 Penalty: 4327.287598
	Iteration 20F: 3 clusters Score -643509.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -643572.687500 Penalty: 4327.287598
	Iteration 21Q: 3 clusters Score -643572.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -643621.875000 Penalty: 4327.287598
	Iteration 22Q: 3 clusters Score -643621.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -643675.625000 Penalty: 4327.287598
	Iteration 23Q: 3 clusters Score -643675.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -643734.937500 Penalty: 4327.287598
	Iteration 24Q: 3 clusters Score -643734.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -643795.250000 Penalty: 4327.287598
	Iteration 25Q: 3 clusters Score -643795.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -643846.750000 Penalty: 4327.287598
	Iteration 26Q: 3 clusters Score -643846.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -643890.125000 Penalty: 4327.287598
	Iteration 27Q: 3 clusters Score -643890.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -643928.250000 Penalty: 4327.287598
	Iteration 28Q: 3 clusters Score -643928.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -643953.437500 Penalty: 4327.287598
	Iteration 29Q: 3 clusters Score -643953.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -643971.187500 Penalty: 4327.287598
	Iteration 30Q: 3 clusters Score -643971.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -643989.250000 Penalty: 4327.287598
	Iteration 31Q: 3 clusters Score -643989.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -644001.125000 Penalty: 4327.287598
	Iteration 32Q: 3 clusters Score -644001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -644010.000000 Penalty: 4327.287598
	Iteration 33Q: 3 clusters Score -644010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -644027.937500 Penalty: 4327.287598
	Iteration 34Q: 3 clusters Score -644027.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -644042.125000 Penalty: 4327.287598
	Iteration 35Q: 3 clusters Score -644042.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -644060.750000 Penalty: 4327.287598
	Iteration 36Q: 3 clusters Score -644060.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -644072.562500 Penalty: 4327.287598
	Iteration 37Q: 3 clusters Score -644072.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -644080.312500 Penalty: 4327.287598
	Iteration 38Q: 3 clusters Score -644080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -644084.687500 Penalty: 4327.287598
	Iteration 39Q: 3 clusters Score -644084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -644086.250000 Penalty: 4327.287598
	Iteration 40F: 3 clusters Score -644086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -33398.089844 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -33398.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32019.912109 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -32019.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32282.544922 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -32282.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32530.435547 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -32530.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32809.054688 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -32809.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32848.984375 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -32848.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32879.238281 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -32879.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32955.574219 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -32955.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32990.792969 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -32990.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33033.625000 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -33033.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33079.320312 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -33079.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33124.667969 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -33124.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33173.027344 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -33173.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33210.667969 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -33210.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33219.531250 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -33219.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33226.757812 Penalty: 2985.222168
	Iteration 14Q: 3 clusters Score -33226.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33239.230469 Penalty: 2985.222168
	Iteration 15Q: 3 clusters Score -33239.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33241.625000 Penalty: 2985.222168
	Iteration 16Q: 3 clusters Score -33241.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33243.996094 Penalty: 2985.222168
	Iteration 17Q: 3 clusters Score -33244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33248.015625 Penalty: 2985.222168
	Iteration 18Q: 3 clusters Score -33248.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33251.250000 Penalty: 2985.222168
	Iteration 19Q: 3 clusters Score -33251.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33254.230469 Penalty: 2985.222168
	Iteration 20F: 3 clusters Score -33254.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33261.457031 Penalty: 2985.222168
	Iteration 21Q: 3 clusters Score -33261.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33264.351562 Penalty: 2985.222168
	Iteration 22Q: 3 clusters Score -33264.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33264.351562 Penalty: 2985.222168
	Iteration 23F: 3 clusters Score -33264.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -75793.500000 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -75793.5 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 406 members 
Entering Unmasked Estep 
Score: -74020.976562 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -74020.98 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74307.906250 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -74307.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74415.304688 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -74415.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74461.445312 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -74461.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74481.562500 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -74481.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74491.976562 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -74491.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74494.796875 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -74494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74494.796875 Penalty: 3327.814941
	Iteration 7F: 3 clusters Score -74494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Entering Unmasked Estep 
Score: -3571468.250000 Penalty: 2580.752686
	Iteration 0F: 2 clusters Score -3571468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3548971.250000 Penalty: 5161.505371
	Iteration 0F: 3 clusters Score -3548971 nChanged 14982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3557029.250000 Penalty: 5161.505371
	Iteration 1F: 3 clusters Score -3557029 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3557589.000000 Penalty: 5161.505371
	Iteration 2Q: 3 clusters Score -3557589 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3558155.500000 Penalty: 5161.505371
	Iteration 3Q: 3 clusters Score -3558156 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3558678.250000 Penalty: 5161.505371
	Iteration 4Q: 3 clusters Score -3558678 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3559293.250000 Penalty: 5161.505371
	Iteration 5Q: 3 clusters Score -3559293 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3560157.500000 Penalty: 5161.505371
	Iteration 6Q: 3 clusters Score -3560158 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3561537.500000 Penalty: 5161.505371
	Iteration 7F: 3 clusters Score -3561538 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3563405.000000 Penalty: 5161.505371
	Iteration 8F: 3 clusters Score -3563405 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3565533.000000 Penalty: 5161.505371
	Iteration 9F: 3 clusters Score -3565533 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3567249.750000 Penalty: 5161.505371
	Iteration 10F: 3 clusters Score -3567250 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3568282.500000 Penalty: 5161.505371
	Iteration 11Q: 3 clusters Score -3568282 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3568789.500000 Penalty: 5161.505371
	Iteration 12Q: 3 clusters Score -3568790 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3568994.250000 Penalty: 5161.505371
	Iteration 13Q: 3 clusters Score -3568994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3569118.750000 Penalty: 5161.505371
	Iteration 14Q: 3 clusters Score -3569119 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3569181.750000 Penalty: 5161.505371
	Iteration 15Q: 3 clusters Score -3569182 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3569250.750000 Penalty: 5161.505371
	Iteration 16Q: 3 clusters Score -3569251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3569306.250000 Penalty: 5161.505371
	Iteration 17Q: 3 clusters Score -3569306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3569326.250000 Penalty: 5161.505371
	Iteration 18Q: 3 clusters Score -3569326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3569348.250000 Penalty: 5161.505371
	Iteration 19Q: 3 clusters Score -3569348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -3569369.500000 Penalty: 5161.505371
	Iteration 20F: 3 clusters Score -3569370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -3569395.000000 Penalty: 5161.505371
	Iteration 21Q: 3 clusters Score -3569395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3569402.500000 Penalty: 5161.505371
	Iteration 22Q: 3 clusters Score -3569402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3569424.500000 Penalty: 5161.505371
	Iteration 23Q: 3 clusters Score -3569424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3569434.750000 Penalty: 5161.505371
	Iteration 24Q: 3 clusters Score -3569435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3569446.500000 Penalty: 5161.505371
	Iteration 25Q: 3 clusters Score -3569446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3569456.250000 Penalty: 5161.505371
	Iteration 26Q: 3 clusters Score -3569456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3569452.500000 Penalty: 5161.505371
	Iteration 27Q: 3 clusters Score -3569452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3569458.250000 Penalty: 5161.505371
	Iteration 28Q: 3 clusters Score -3569458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3569458.000000 Penalty: 5161.505371
	Iteration 29Q: 3 clusters Score -3569458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3569468.750000 Penalty: 5161.505371
	Iteration 30Q: 3 clusters Score -3569469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -3569473.750000 Penalty: 5161.505371
	Iteration 31Q: 3 clusters Score -3569474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3569475.000000 Penalty: 5161.505371
	Iteration 32Q: 3 clusters Score -3569475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3569469.500000 Penalty: 5161.505371
	Iteration 33Q: 3 clusters Score -3569470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3569479.000000 Penalty: 5161.505371
	Iteration 34Q: 3 clusters Score -3569479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3569485.750000 Penalty: 5161.505371
	Iteration 35Q: 3 clusters Score -3569486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3569489.250000 Penalty: 5161.505371
	Iteration 36Q: 3 clusters Score -3569489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3569490.000000 Penalty: 5161.505371
	Iteration 37Q: 3 clusters Score -3569490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3569499.500000 Penalty: 5161.505371
	Iteration 38Q: 3 clusters Score -3569500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3569506.500000 Penalty: 5161.505371
	Iteration 39Q: 3 clusters Score -3569506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3569508.000000 Penalty: 5161.505371
	Iteration 40F: 3 clusters Score -3569508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3569524.500000 Penalty: 5161.505371
	Iteration 41Q: 3 clusters Score -3569524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -3569523.500000 Penalty: 5161.505371
	Iteration 42Q: 3 clusters Score -3569524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3569532.250000 Penalty: 5161.505371
	Iteration 43Q: 3 clusters Score -3569532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3569543.500000 Penalty: 5161.505371
	Iteration 44Q: 3 clusters Score -3569544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3569565.750000 Penalty: 5161.505371
	Iteration 45Q: 3 clusters Score -3569566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -3569572.500000 Penalty: 5161.505371
	Iteration 46Q: 3 clusters Score -3569572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3569575.250000 Penalty: 5161.505371
	Iteration 47Q: 3 clusters Score -3569575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -3569574.750000 Penalty: 5161.505371
	Iteration 48Q: 3 clusters Score -3569575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3569577.750000 Penalty: 5161.505371
	Iteration 49Q: 3 clusters Score -3569578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3569579.250000 Penalty: 5161.505371
	Iteration 50Q: 3 clusters Score -3569579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3569588.750000 Penalty: 5161.505371
	Iteration 51Q: 3 clusters Score -3569589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3569586.750000 Penalty: 5161.505371
	Iteration 52Q: 3 clusters Score -3569587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3569583.500000 Penalty: 5161.505371
	Iteration 53Q: 3 clusters Score -3569584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3569593.000000 Penalty: 5161.505371
	Iteration 54Q: 3 clusters Score -3569593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3569596.750000 Penalty: 5161.505371
	Iteration 55Q: 3 clusters Score -3569597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3569594.500000 Penalty: 5161.505371
	Iteration 56Q: 3 clusters Score -3569594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3569594.750000 Penalty: 5161.505371
	Iteration 57Q: 3 clusters Score -3569595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3569596.500000 Penalty: 5161.505371
	Iteration 58Q: 3 clusters Score -3569596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3569599.750000 Penalty: 5161.505371
	Iteration 59Q: 3 clusters Score -3569600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3569592.750000 Penalty: 5161.505371
	Iteration 60F: 3 clusters Score -3569593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3569591.750000 Penalty: 5161.505371
	Iteration 61Q: 3 clusters Score -3569592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3569588.000000 Penalty: 5161.505371
	Iteration 62Q: 3 clusters Score -3569588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3569593.000000 Penalty: 5161.505371
	Iteration 63Q: 3 clusters Score -3569593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3569593.500000 Penalty: 5161.505371
	Iteration 64Q: 3 clusters Score -3569594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3569601.500000 Penalty: 5161.505371
	Iteration 65Q: 3 clusters Score -3569602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3569605.000000 Penalty: 5161.505371
	Iteration 66Q: 3 clusters Score -3569605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3569599.500000 Penalty: 5161.505371
	Iteration 67Q: 3 clusters Score -3569600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3569604.750000 Penalty: 5161.505371
	Iteration 68Q: 3 clusters Score -3569605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -3569605.750000 Penalty: 5161.505371
	Iteration 69Q: 3 clusters Score -3569606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3569604.750000 Penalty: 5161.505371
	Iteration 70Q: 3 clusters Score -3569605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3569601.750000 Penalty: 5161.505371
	Iteration 71Q: 3 clusters Score -3569602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3569598.750000 Penalty: 5161.505371
	Iteration 72Q: 3 clusters Score -3569599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3569604.250000 Penalty: 5161.505371
	Iteration 73Q: 3 clusters Score -3569604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3569606.500000 Penalty: 5161.505371
	Iteration 74Q: 3 clusters Score -3569606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3569605.750000 Penalty: 5161.505371
	Iteration 75Q: 3 clusters Score -3569606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3569608.500000 Penalty: 5161.505371
	Iteration 76Q: 3 clusters Score -3569608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3569607.000000 Penalty: 5161.505371
	Iteration 77Q: 3 clusters Score -3569607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3569612.500000 Penalty: 5161.505371
	Iteration 78Q: 3 clusters Score -3569612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3569607.750000 Penalty: 5161.505371
	Iteration 79Q: 3 clusters Score -3569608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3569610.500000 Penalty: 5161.505371
	Iteration 80F: 3 clusters Score -3569610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3569616.250000 Penalty: 5161.505371
	Iteration 81Q: 3 clusters Score -3569616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3569617.000000 Penalty: 5161.505371
	Iteration 82Q: 3 clusters Score -3569617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3569619.000000 Penalty: 5161.505371
	Iteration 83Q: 3 clusters Score -3569619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3569615.250000 Penalty: 5161.505371
	Iteration 84Q: 3 clusters Score -3569615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3569615.250000 Penalty: 5161.505371
	Iteration 85Q: 3 clusters Score -3569615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3569620.250000 Penalty: 5161.505371
	Iteration 86Q: 3 clusters Score -3569620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3569618.250000 Penalty: 5161.505371
	Iteration 87Q: 3 clusters Score -3569618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3569619.750000 Penalty: 5161.505371
	Iteration 88Q: 3 clusters Score -3569620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -3569622.250000 Penalty: 5161.505371
	Iteration 89Q: 3 clusters Score -3569622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3569625.750000 Penalty: 5161.505371
	Iteration 90Q: 3 clusters Score -3569626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3569629.000000 Penalty: 5161.505371
	Iteration 91Q: 3 clusters Score -3569629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3569629.000000 Penalty: 5161.505371
	Iteration 92Q: 3 clusters Score -3569629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3569625.250000 Penalty: 5161.505371
	Iteration 93Q: 3 clusters Score -3569625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3569624.250000 Penalty: 5161.505371
	Iteration 94Q: 3 clusters Score -3569624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3569621.750000 Penalty: 5161.505371
	Iteration 95Q: 3 clusters Score -3569622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3569619.250000 Penalty: 5161.505371
	Iteration 96Q: 3 clusters Score -3569619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3569624.750000 Penalty: 5161.505371
	Iteration 97Q: 3 clusters Score -3569625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3569624.750000 Penalty: 5161.505371
	Iteration 98F: 3 clusters Score -3569625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Entering Unmasked Estep 
Score: -665287.500000 Penalty: 2183.435547
	Iteration 0F: 2 clusters Score -665287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -659746.437500 Penalty: 4366.871094
	Iteration 0F: 3 clusters Score -659746.4 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -661197.937500 Penalty: 4366.871094
	Iteration 1F: 3 clusters Score -661197.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -661479.812500 Penalty: 4366.871094
	Iteration 2F: 3 clusters Score -661479.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -661737.250000 Penalty: 4366.871094
	Iteration 3Q: 3 clusters Score -661737.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -662043.812500 Penalty: 4366.871094
	Iteration 4F: 3 clusters Score -662043.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -662380.812500 Penalty: 4366.871094
	Iteration 5F: 3 clusters Score -662380.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -662696.562500 Penalty: 4366.871094
	Iteration 6F: 3 clusters Score -662696.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -662970.812500 Penalty: 4366.871094
	Iteration 7F: 3 clusters Score -662970.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -663203.000000 Penalty: 4366.871094
	Iteration 8F: 3 clusters Score -663203 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -663376.000000 Penalty: 4366.871094
	Iteration 9Q: 3 clusters Score -663376 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -663522.250000 Penalty: 4366.871094
	Iteration 10Q: 3 clusters Score -663522.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -663623.250000 Penalty: 4366.871094
	Iteration 11Q: 3 clusters Score -663623.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -663696.062500 Penalty: 4366.871094
	Iteration 12Q: 3 clusters Score -663696.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -663742.312500 Penalty: 4366.871094
	Iteration 13Q: 3 clusters Score -663742.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -663774.500000 Penalty: 4366.871094
	Iteration 14Q: 3 clusters Score -663774.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -663796.187500 Penalty: 4366.871094
	Iteration 15Q: 3 clusters Score -663796.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -663818.562500 Penalty: 4366.871094
	Iteration 16Q: 3 clusters Score -663818.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -663842.437500 Penalty: 4366.871094
	Iteration 17Q: 3 clusters Score -663842.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -663863.750000 Penalty: 4366.871094
	Iteration 18Q: 3 clusters Score -663863.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -663884.250000 Penalty: 4366.871094
	Iteration 19Q: 3 clusters Score -663884.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -663899.875000 Penalty: 4366.871094
	Iteration 20F: 3 clusters Score -663899.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -663916.687500 Penalty: 4366.871094
	Iteration 21Q: 3 clusters Score -663916.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -663929.187500 Penalty: 4366.871094
	Iteration 22Q: 3 clusters Score -663929.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -663938.125000 Penalty: 4366.871094
	Iteration 23Q: 3 clusters Score -663938.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -663946.562500 Penalty: 4366.871094
	Iteration 24Q: 3 clusters Score -663946.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -663954.125000 Penalty: 4366.871094
	Iteration 25Q: 3 clusters Score -663954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -663961.562500 Penalty: 4366.871094
	Iteration 26Q: 3 clusters Score -663961.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -663965.437500 Penalty: 4366.871094
	Iteration 27Q: 3 clusters Score -663965.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -663973.062500 Penalty: 4366.871094
	Iteration 28Q: 3 clusters Score -663973.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -663979.437500 Penalty: 4366.871094
	Iteration 29Q: 3 clusters Score -663979.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -663984.937500 Penalty: 4366.871094
	Iteration 30Q: 3 clusters Score -663984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -663989.375000 Penalty: 4366.871094
	Iteration 31Q: 3 clusters Score -663989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -663994.312500 Penalty: 4366.871094
	Iteration 32Q: 3 clusters Score -663994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -663997.125000 Penalty: 4366.871094
	Iteration 33Q: 3 clusters Score -663997.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -664001.125000 Penalty: 4366.871094
	Iteration 34Q: 3 clusters Score -664001.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -664004.875000 Penalty: 4366.871094
	Iteration 35Q: 3 clusters Score -664004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -664005.812500 Penalty: 4366.871094
	Iteration 36Q: 3 clusters Score -664005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -664008.562500 Penalty: 4366.871094
	Iteration 37Q: 3 clusters Score -664008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -664009.125000 Penalty: 4366.871094
	Iteration 38Q: 3 clusters Score -664009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -664009.187500 Penalty: 4366.871094
	Iteration 39Q: 3 clusters Score -664009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -664010.312500 Penalty: 4366.871094
	Iteration 40F: 3 clusters Score -664010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -664013.500000 Penalty: 4366.871094
	Iteration 41Q: 3 clusters Score -664013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -664015.187500 Penalty: 4366.871094
	Iteration 42Q: 3 clusters Score -664015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -664014.125000 Penalty: 4366.871094
	Iteration 43Q: 3 clusters Score -664014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -664015.062500 Penalty: 4366.871094
	Iteration 44Q: 3 clusters Score -664015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -664014.750000 Penalty: 4366.871094
	Iteration 45Q: 3 clusters Score -664014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -664017.187500 Penalty: 4366.871094
	Iteration 46Q: 3 clusters Score -664017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -664018.437500 Penalty: 4366.871094
	Iteration 47Q: 3 clusters Score -664018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -664020.625000 Penalty: 4366.871094
	Iteration 48Q: 3 clusters Score -664020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -664022.375000 Penalty: 4366.871094
	Iteration 49Q: 3 clusters Score -664022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -664022.062500 Penalty: 4366.871094
	Iteration 50Q: 3 clusters Score -664022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -664021.687500 Penalty: 4366.871094
	Iteration 51Q: 3 clusters Score -664021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -664023.125000 Penalty: 4366.871094
	Iteration 52Q: 3 clusters Score -664023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -664024.437500 Penalty: 4366.871094
	Iteration 53Q: 3 clusters Score -664024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -664024.437500 Penalty: 4366.871094
	Iteration 54F: 3 clusters Score -664024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Entering Unmasked Estep 
Score: -2985705.000000 Penalty: 2562.429443
	Iteration 0F: 2 clusters Score -2985705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2964654.250000 Penalty: 5124.858887
	Iteration 0F: 3 clusters Score -2964654 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2972176.250000 Penalty: 5124.858887
	Iteration 1F: 3 clusters Score -2972176 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2972744.500000 Penalty: 5124.858887
	Iteration 2Q: 3 clusters Score -2972744 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2973461.250000 Penalty: 5124.858887
	Iteration 3Q: 3 clusters Score -2973461 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2974395.000000 Penalty: 5124.858887
	Iteration 4F: 3 clusters Score -2974395 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2975538.000000 Penalty: 5124.858887
	Iteration 5F: 3 clusters Score -2975538 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2976663.750000 Penalty: 5124.858887
	Iteration 6F: 3 clusters Score -2976664 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2977898.500000 Penalty: 5124.858887
	Iteration 7F: 3 clusters Score -2977898 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2979277.750000 Penalty: 5124.858887
	Iteration 8F: 3 clusters Score -2979278 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2980582.000000 Penalty: 5124.858887
	Iteration 9F: 3 clusters Score -2980582 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2981516.750000 Penalty: 5124.858887
	Iteration 10Q: 3 clusters Score -2981517 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2982060.750000 Penalty: 5124.858887
	Iteration 11Q: 3 clusters Score -2982061 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2982364.250000 Penalty: 5124.858887
	Iteration 12Q: 3 clusters Score -2982364 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2982532.750000 Penalty: 5124.858887
	Iteration 13Q: 3 clusters Score -2982533 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2982607.000000 Penalty: 5124.858887
	Iteration 14Q: 3 clusters Score -2982607 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2982724.750000 Penalty: 5124.858887
	Iteration 15Q: 3 clusters Score -2982725 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2982782.500000 Penalty: 5124.858887
	Iteration 16Q: 3 clusters Score -2982782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2982830.000000 Penalty: 5124.858887
	Iteration 17Q: 3 clusters Score -2982830 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2982868.250000 Penalty: 5124.858887
	Iteration 18Q: 3 clusters Score -2982868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2982887.500000 Penalty: 5124.858887
	Iteration 19Q: 3 clusters Score -2982888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2982929.000000 Penalty: 5124.858887
	Iteration 20F: 3 clusters Score -2982929 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2982950.000000 Penalty: 5124.858887
	Iteration 21Q: 3 clusters Score -2982950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2982979.250000 Penalty: 5124.858887
	Iteration 22Q: 3 clusters Score -2982979 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2982991.000000 Penalty: 5124.858887
	Iteration 23Q: 3 clusters Score -2982991 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2982998.500000 Penalty: 5124.858887
	Iteration 24Q: 3 clusters Score -2982998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2983011.250000 Penalty: 5124.858887
	Iteration 25Q: 3 clusters Score -2983011 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2983023.250000 Penalty: 5124.858887
	Iteration 26Q: 3 clusters Score -2983023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2983029.750000 Penalty: 5124.858887
	Iteration 27Q: 3 clusters Score -2983030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2983019.250000 Penalty: 5124.858887
	Iteration 28Q: 3 clusters Score -2983019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2983021.250000 Penalty: 5124.858887
	Iteration 29Q: 3 clusters Score -2983021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2983028.000000 Penalty: 5124.858887
	Iteration 30Q: 3 clusters Score -2983028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2983030.500000 Penalty: 5124.858887
	Iteration 31Q: 3 clusters Score -2983030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2983026.250000 Penalty: 5124.858887
	Iteration 32Q: 3 clusters Score -2983026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2983040.250000 Penalty: 5124.858887
	Iteration 33Q: 3 clusters Score -2983040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2983046.500000 Penalty: 5124.858887
	Iteration 34Q: 3 clusters Score -2983046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2983046.500000 Penalty: 5124.858887
	Iteration 35Q: 3 clusters Score -2983046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2983042.750000 Penalty: 5124.858887
	Iteration 36Q: 3 clusters Score -2983043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2983051.750000 Penalty: 5124.858887
	Iteration 37Q: 3 clusters Score -2983052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2983053.500000 Penalty: 5124.858887
	Iteration 38Q: 3 clusters Score -2983054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2983046.500000 Penalty: 5124.858887
	Iteration 39Q: 3 clusters Score -2983046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2983047.750000 Penalty: 5124.858887
	Iteration 40F: 3 clusters Score -2983048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2983042.750000 Penalty: 5124.858887
	Iteration 41Q: 3 clusters Score -2983043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2983049.000000 Penalty: 5124.858887
	Iteration 42Q: 3 clusters Score -2983049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2983047.500000 Penalty: 5124.858887
	Iteration 43Q: 3 clusters Score -2983048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2983046.250000 Penalty: 5124.858887
	Iteration 44Q: 3 clusters Score -2983046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2983044.250000 Penalty: 5124.858887
	Iteration 45Q: 3 clusters Score -2983044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2983052.250000 Penalty: 5124.858887
	Iteration 46Q: 3 clusters Score -2983052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2983050.500000 Penalty: 5124.858887
	Iteration 47Q: 3 clusters Score -2983050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2983056.000000 Penalty: 5124.858887
	Iteration 48Q: 3 clusters Score -2983056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2983058.000000 Penalty: 5124.858887
	Iteration 49Q: 3 clusters Score -2983058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2983055.500000 Penalty: 5124.858887
	Iteration 50Q: 3 clusters Score -2983056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2983053.500000 Penalty: 5124.858887
	Iteration 51Q: 3 clusters Score -2983054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2983056.250000 Penalty: 5124.858887
	Iteration 52Q: 3 clusters Score -2983056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2983052.750000 Penalty: 5124.858887
	Iteration 53Q: 3 clusters Score -2983053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2983052.000000 Penalty: 5124.858887
	Iteration 54Q: 3 clusters Score -2983052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2983046.250000 Penalty: 5124.858887
	Iteration 55Q: 3 clusters Score -2983046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2983048.250000 Penalty: 5124.858887
	Iteration 56Q: 3 clusters Score -2983048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2983037.250000 Penalty: 5124.858887
	Iteration 57Q: 3 clusters Score -2983037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2983046.500000 Penalty: 5124.858887
	Iteration 58Q: 3 clusters Score -2983046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2983053.750000 Penalty: 5124.858887
	Iteration 59Q: 3 clusters Score -2983054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2983053.750000 Penalty: 5124.858887
	Iteration 60F: 3 clusters Score -2983054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2983048.750000 Penalty: 5124.858887
	Iteration 61Q: 3 clusters Score -2983049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2983049.500000 Penalty: 5124.858887
	Iteration 62Q: 3 clusters Score -2983050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2983048.750000 Penalty: 5124.858887
	Iteration 63Q: 3 clusters Score -2983049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2983042.500000 Penalty: 5124.858887
	Iteration 64Q: 3 clusters Score -2983042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2983040.500000 Penalty: 5124.858887
	Iteration 65Q: 3 clusters Score -2983040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2983040.750000 Penalty: 5124.858887
	Iteration 66Q: 3 clusters Score -2983041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2983048.000000 Penalty: 5124.858887
	Iteration 67Q: 3 clusters Score -2983048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2983045.500000 Penalty: 5124.858887
	Iteration 68Q: 3 clusters Score -2983046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2983045.750000 Penalty: 5124.858887
	Iteration 69Q: 3 clusters Score -2983046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2983057.750000 Penalty: 5124.858887
	Iteration 70Q: 3 clusters Score -2983058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2983054.250000 Penalty: 5124.858887
	Iteration 71Q: 3 clusters Score -2983054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2983070.500000 Penalty: 5124.858887
	Iteration 72Q: 3 clusters Score -2983070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2983076.500000 Penalty: 5124.858887
	Iteration 73Q: 3 clusters Score -2983076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2983071.000000 Penalty: 5124.858887
	Iteration 74Q: 3 clusters Score -2983071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2983076.750000 Penalty: 5124.858887
	Iteration 75Q: 3 clusters Score -2983077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2983079.750000 Penalty: 5124.858887
	Iteration 76Q: 3 clusters Score -2983080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2983085.000000 Penalty: 5124.858887
	Iteration 77Q: 3 clusters Score -2983085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2983084.000000 Penalty: 5124.858887
	Iteration 78Q: 3 clusters Score -2983084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2983089.000000 Penalty: 5124.858887
	Iteration 79Q: 3 clusters Score -2983089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2983089.000000 Penalty: 5124.858887
	Iteration 80F: 3 clusters Score -2983089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2983086.000000 Penalty: 5124.858887
	Iteration 81Q: 3 clusters Score -2983086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2983087.000000 Penalty: 5124.858887
	Iteration 82Q: 3 clusters Score -2983087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2983088.250000 Penalty: 5124.858887
	Iteration 83Q: 3 clusters Score -2983088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2983084.500000 Penalty: 5124.858887
	Iteration 84Q: 3 clusters Score -2983084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2983090.750000 Penalty: 5124.858887
	Iteration 85Q: 3 clusters Score -2983091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2983088.000000 Penalty: 5124.858887
	Iteration 86Q: 3 clusters Score -2983088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2983090.000000 Penalty: 5124.858887
	Iteration 87Q: 3 clusters Score -2983090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2983089.500000 Penalty: 5124.858887
	Iteration 88Q: 3 clusters Score -2983090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2983088.500000 Penalty: 5124.858887
	Iteration 89Q: 3 clusters Score -2983088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2983089.000000 Penalty: 5124.858887
	Iteration 90Q: 3 clusters Score -2983089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2983086.250000 Penalty: 5124.858887
	Iteration 91Q: 3 clusters Score -2983086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2983091.500000 Penalty: 5124.858887
	Iteration 92Q: 3 clusters Score -2983092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2983095.250000 Penalty: 5124.858887
	Iteration 93Q: 3 clusters Score -2983095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2983092.500000 Penalty: 5124.858887
	Iteration 94Q: 3 clusters Score -2983092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2983092.000000 Penalty: 5124.858887
	Iteration 95Q: 3 clusters Score -2983092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2983091.000000 Penalty: 5124.858887
	Iteration 96Q: 3 clusters Score -2983091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2983088.500000 Penalty: 5124.858887
	Iteration 97Q: 3 clusters Score -2983088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2983093.750000 Penalty: 5124.858887
	Iteration 98Q: 3 clusters Score -2983094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2983093.750000 Penalty: 5124.858887
	Iteration 99Q: 3 clusters Score -2983094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2983094.500000 Penalty: 5124.858887
	Iteration 100F: 3 clusters Score -2983094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2983094.750000 Penalty: 5124.858887
	Iteration 101Q: 3 clusters Score -2983095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2983094.750000 Penalty: 5124.858887
	Iteration 102F: 3 clusters Score -2983095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (125117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Entering Unmasked Estep 
Score: -13375083.000000 Penalty: 2910.777100
	Iteration 0F: 2 clusters Score -1.337508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -13291342.000000 Penalty: 5821.554199
	Iteration 0F: 3 clusters Score -1.329134e+07 nChanged 59585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -13325876.000000 Penalty: 5821.554199
	Iteration 1F: 3 clusters Score -1.332588e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -13326783.000000 Penalty: 5821.554199
	Iteration 2Q: 3 clusters Score -1.332678e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -13328202.000000 Penalty: 5821.554199
	Iteration 3Q: 3 clusters Score -1.33282e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -13330355.000000 Penalty: 5821.554199
	Iteration 4Q: 3 clusters Score -1.333036e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -13334411.000000 Penalty: 5821.554199
	Iteration 5F: 3 clusters Score -1.333441e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -13340625.000000 Penalty: 5821.554199
	Iteration 6F: 3 clusters Score -1.334062e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -13349005.000000 Penalty: 5821.554199
	Iteration 7F: 3 clusters Score -1.3349e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -13357062.000000 Penalty: 5821.554199
	Iteration 8F: 3 clusters Score -1.335706e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -13362353.000000 Penalty: 5821.554199
	Iteration 9F: 3 clusters Score -1.336235e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -13365197.000000 Penalty: 5821.554199
	Iteration 10Q: 3 clusters Score -1.33652e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -13366824.000000 Penalty: 5821.554199
	Iteration 11Q: 3 clusters Score -1.336682e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -13368061.000000 Penalty: 5821.554199
	Iteration 12Q: 3 clusters Score -1.336806e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -13368922.000000 Penalty: 5821.554199
	Iteration 13Q: 3 clusters Score -1.336892e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111000 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -13369776.000000 Penalty: 5821.554199
	Iteration 14Q: 3 clusters Score -1.336978e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -13370486.000000 Penalty: 5821.554199
	Iteration 15Q: 3 clusters Score -1.337049e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -13370989.000000 Penalty: 5821.554199
	Iteration 16Q: 3 clusters Score -1.337099e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -13371355.000000 Penalty: 5821.554199
	Iteration 17Q: 3 clusters Score -1.337136e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -13371591.000000 Penalty: 5821.554199
	Iteration 18Q: 3 clusters Score -1.337159e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -13371858.000000 Penalty: 5821.554199
	Iteration 19Q: 3 clusters Score -1.337186e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116405 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -13372064.000000 Penalty: 5821.554199
	Iteration 20F: 3 clusters Score -1.337206e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -13372173.000000 Penalty: 5821.554199
	Iteration 21Q: 3 clusters Score -1.337217e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117419 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -13372282.000000 Penalty: 5821.554199
	Iteration 22Q: 3 clusters Score -1.337228e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -13372466.000000 Penalty: 5821.554199
	Iteration 23Q: 3 clusters Score -1.337247e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -13372566.000000 Penalty: 5821.554199
	Iteration 24Q: 3 clusters Score -1.337257e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118671 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -13372692.000000 Penalty: 5821.554199
	Iteration 25Q: 3 clusters Score -1.337269e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -13372817.000000 Penalty: 5821.554199
	Iteration 26Q: 3 clusters Score -1.337282e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -13372861.000000 Penalty: 5821.554199
	Iteration 27Q: 3 clusters Score -1.337286e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -13372905.000000 Penalty: 5821.554199
	Iteration 28Q: 3 clusters Score -1.33729e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -13372951.000000 Penalty: 5821.554199
	Iteration 29Q: 3 clusters Score -1.337295e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -13372969.000000 Penalty: 5821.554199
	Iteration 30Q: 3 clusters Score -1.337297e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -13373054.000000 Penalty: 5821.554199
	Iteration 31Q: 3 clusters Score -1.337305e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -13373075.000000 Penalty: 5821.554199
	Iteration 32Q: 3 clusters Score -1.337308e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -13373082.000000 Penalty: 5821.554199
	Iteration 33Q: 3 clusters Score -1.337308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -13373122.000000 Penalty: 5821.554199
	Iteration 34Q: 3 clusters Score -1.337312e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -13373162.000000 Penalty: 5821.554199
	Iteration 35Q: 3 clusters Score -1.337316e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -13373192.000000 Penalty: 5821.554199
	Iteration 36Q: 3 clusters Score -1.337319e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121044 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -13373219.000000 Penalty: 5821.554199
	Iteration 37Q: 3 clusters Score -1.337322e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -13373238.000000 Penalty: 5821.554199
	Iteration 38Q: 3 clusters Score -1.337324e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -13373241.000000 Penalty: 5821.554199
	Iteration 39Q: 3 clusters Score -1.337324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -13373253.000000 Penalty: 5821.554199
	Iteration 40F: 3 clusters Score -1.337325e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -13373255.000000 Penalty: 5821.554199
	Iteration 41Q: 3 clusters Score -1.337326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121392 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -13373267.000000 Penalty: 5821.554199
	Iteration 42Q: 3 clusters Score -1.337327e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -13373277.000000 Penalty: 5821.554199
	Iteration 43Q: 3 clusters Score -1.337328e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -13373291.000000 Penalty: 5821.554199
	Iteration 44Q: 3 clusters Score -1.337329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121552 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -13373312.000000 Penalty: 5821.554199
	Iteration 45Q: 3 clusters Score -1.337331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -13373303.000000 Penalty: 5821.554199
	Iteration 46Q: 3 clusters Score -1.33733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13373302.000000 Penalty: 5821.554199
	Iteration 47Q: 3 clusters Score -1.33733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -13373322.000000 Penalty: 5821.554199
	Iteration 48Q: 3 clusters Score -1.337332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -13373337.000000 Penalty: 5821.554199
	Iteration 49Q: 3 clusters Score -1.337334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -13373341.000000 Penalty: 5821.554199
	Iteration 50Q: 3 clusters Score -1.337334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121788 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13373342.000000 Penalty: 5821.554199
	Iteration 51Q: 3 clusters Score -1.337334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -13373347.000000 Penalty: 5821.554199
	Iteration 52Q: 3 clusters Score -1.337335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -13373356.000000 Penalty: 5821.554199
	Iteration 53Q: 3 clusters Score -1.337336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121840 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -13373345.000000 Penalty: 5821.554199
	Iteration 54Q: 3 clusters Score -1.337334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -13373344.000000 Penalty: 5821.554199
	Iteration 55Q: 3 clusters Score -1.337334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -13373334.000000 Penalty: 5821.554199
	Iteration 56Q: 3 clusters Score -1.337333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121862 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -13373336.000000 Penalty: 5821.554199
	Iteration 57Q: 3 clusters Score -1.337334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121869 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -13373337.000000 Penalty: 5821.554199
	Iteration 58Q: 3 clusters Score -1.337334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -13373348.000000 Penalty: 5821.554199
	Iteration 59Q: 3 clusters Score -1.337335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121884 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13373353.000000 Penalty: 5821.554199
	Iteration 60F: 3 clusters Score -1.337335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13373358.000000 Penalty: 5821.554199
	Iteration 61Q: 3 clusters Score -1.337336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121891 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -13373362.000000 Penalty: 5821.554199
	Iteration 62Q: 3 clusters Score -1.337336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -13373352.000000 Penalty: 5821.554199
	Iteration 63Q: 3 clusters Score -1.337335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -13373358.000000 Penalty: 5821.554199
	Iteration 64Q: 3 clusters Score -1.337336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121896 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -13373356.000000 Penalty: 5821.554199
	Iteration 65Q: 3 clusters Score -1.337336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121897 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13373357.000000 Penalty: 5821.554199
	Iteration 66Q: 3 clusters Score -1.337336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121897 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13373357.000000 Penalty: 5821.554199
	Iteration 67F: 3 clusters Score -1.337336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -293398.750000 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -293398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -289921.218750 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -289921.2 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -290744.843750 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -290744.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -290972.500000 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -290972.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -291104.281250 Penalty: 4022.920654
	Iteration 3F: 3 clusters Score -291104.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -291195.781250 Penalty: 4022.920654
	Iteration 4Q: 3 clusters Score -291195.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -291255.531250 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -291255.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -291289.281250 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -291289.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -291317.218750 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -291317.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -291339.656250 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -291339.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -291358.937500 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -291358.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -291374.750000 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -291374.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -291387.593750 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -291387.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -291400.437500 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -291400.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -291414.281250 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -291414.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -291426.718750 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -291426.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -291435.750000 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -291435.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -291442.062500 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -291442.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -291446.937500 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -291446.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -291453.875000 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -291453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -291458.500000 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -291458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -291463.250000 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -291463.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -291468.937500 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -291468.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -291474.968750 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -291475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -291478.187500 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -291478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -291479.843750 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -291479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -291480.875000 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -291480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -291481.531250 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -291481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -291482.593750 Penalty: 4022.920654
	Iteration 27Q: 3 clusters Score -291482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -291483.281250 Penalty: 4022.920654
	Iteration 28Q: 3 clusters Score -291483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -291484.281250 Penalty: 4022.920654
	Iteration 29Q: 3 clusters Score -291484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -291486.312500 Penalty: 4022.920654
	Iteration 30Q: 3 clusters Score -291486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291488.593750 Penalty: 4022.920654
	Iteration 31Q: 3 clusters Score -291488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -291490.281250 Penalty: 4022.920654
	Iteration 32Q: 3 clusters Score -291490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -291492.406250 Penalty: 4022.920654
	Iteration 33Q: 3 clusters Score -291492.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -291496.125000 Penalty: 4022.920654
	Iteration 34Q: 3 clusters Score -291496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -291500.656250 Penalty: 4022.920654
	Iteration 35Q: 3 clusters Score -291500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -291505.937500 Penalty: 4022.920654
	Iteration 36Q: 3 clusters Score -291505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -291507.281250 Penalty: 4022.920654
	Iteration 37Q: 3 clusters Score -291507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -291507.125000 Penalty: 4022.920654
	Iteration 38Q: 3 clusters Score -291507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -291507.125000 Penalty: 4022.920654
	Iteration 39F: 3 clusters Score -291507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Entering Unmasked Estep 
Score: -4898807.000000 Penalty: 2663.519775
	Iteration 0F: 2 clusters Score -4898807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4867753.000000 Penalty: 5327.039551
	Iteration 0F: 3 clusters Score -4867753 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4879076.000000 Penalty: 5327.039551
	Iteration 1F: 3 clusters Score -4879076 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4879588.500000 Penalty: 5327.039551
	Iteration 2Q: 3 clusters Score -4879588 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4880096.000000 Penalty: 5327.039551
	Iteration 3Q: 3 clusters Score -4880096 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4880701.500000 Penalty: 5327.039551
	Iteration 4Q: 3 clusters Score -4880702 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4881420.500000 Penalty: 5327.039551
	Iteration 5Q: 3 clusters Score -4881420 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4882366.500000 Penalty: 5327.039551
	Iteration 6Q: 3 clusters Score -4882366 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4883681.000000 Penalty: 5327.039551
	Iteration 7F: 3 clusters Score -4883681 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4885663.500000 Penalty: 5327.039551
	Iteration 8F: 3 clusters Score -4885664 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4888541.500000 Penalty: 5327.039551
	Iteration 9F: 3 clusters Score -4888542 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4891857.000000 Penalty: 5327.039551
	Iteration 10F: 3 clusters Score -4891857 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4894362.500000 Penalty: 5327.039551
	Iteration 11F: 3 clusters Score -4894362 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4895606.000000 Penalty: 5327.039551
	Iteration 12Q: 3 clusters Score -4895606 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4896061.000000 Penalty: 5327.039551
	Iteration 13Q: 3 clusters Score -4896061 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4896294.500000 Penalty: 5327.039551
	Iteration 14Q: 3 clusters Score -4896294 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4896432.500000 Penalty: 5327.039551
	Iteration 15Q: 3 clusters Score -4896432 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4896485.000000 Penalty: 5327.039551
	Iteration 16Q: 3 clusters Score -4896485 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4896521.000000 Penalty: 5327.039551
	Iteration 17Q: 3 clusters Score -4896521 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4896568.000000 Penalty: 5327.039551
	Iteration 18Q: 3 clusters Score -4896568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4896600.000000 Penalty: 5327.039551
	Iteration 19Q: 3 clusters Score -4896600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4896611.500000 Penalty: 5327.039551
	Iteration 20F: 3 clusters Score -4896612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4896593.500000 Penalty: 5327.039551
	Iteration 21Q: 3 clusters Score -4896594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4896614.500000 Penalty: 5327.039551
	Iteration 22Q: 3 clusters Score -4896614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4896612.500000 Penalty: 5327.039551
	Iteration 23Q: 3 clusters Score -4896612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4896622.500000 Penalty: 5327.039551
	Iteration 24Q: 3 clusters Score -4896622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4896624.000000 Penalty: 5327.039551
	Iteration 25Q: 3 clusters Score -4896624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4896628.000000 Penalty: 5327.039551
	Iteration 26Q: 3 clusters Score -4896628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4896635.500000 Penalty: 5327.039551
	Iteration 27Q: 3 clusters Score -4896636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4896637.500000 Penalty: 5327.039551
	Iteration 28Q: 3 clusters Score -4896638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -4896645.000000 Penalty: 5327.039551
	Iteration 29Q: 3 clusters Score -4896645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4896637.500000 Penalty: 5327.039551
	Iteration 30Q: 3 clusters Score -4896638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4896638.500000 Penalty: 5327.039551
	Iteration 31Q: 3 clusters Score -4896638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4896641.500000 Penalty: 5327.039551
	Iteration 32Q: 3 clusters Score -4896642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4896635.000000 Penalty: 5327.039551
	Iteration 33Q: 3 clusters Score -4896635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4896638.500000 Penalty: 5327.039551
	Iteration 34Q: 3 clusters Score -4896638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4896644.000000 Penalty: 5327.039551
	Iteration 35Q: 3 clusters Score -4896644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4896646.000000 Penalty: 5327.039551
	Iteration 36Q: 3 clusters Score -4896646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4896651.500000 Penalty: 5327.039551
	Iteration 37Q: 3 clusters Score -4896652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4896653.500000 Penalty: 5327.039551
	Iteration 38Q: 3 clusters Score -4896654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4896654.000000 Penalty: 5327.039551
	Iteration 39Q: 3 clusters Score -4896654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4896654.000000 Penalty: 5327.039551
	Iteration 40F: 3 clusters Score -4896654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4896654.000000 Penalty: 5327.039551
	Iteration 41Q: 3 clusters Score -4896654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4896655.500000 Penalty: 5327.039551
	Iteration 42Q: 3 clusters Score -4896656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4896657.000000 Penalty: 5327.039551
	Iteration 43Q: 3 clusters Score -4896657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4896659.000000 Penalty: 5327.039551
	Iteration 44Q: 3 clusters Score -4896659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4896652.000000 Penalty: 5327.039551
	Iteration 45Q: 3 clusters Score -4896652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4896650.000000 Penalty: 5327.039551
	Iteration 46Q: 3 clusters Score -4896650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4896648.500000 Penalty: 5327.039551
	Iteration 47Q: 3 clusters Score -4896648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4896653.500000 Penalty: 5327.039551
	Iteration 48Q: 3 clusters Score -4896654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4896654.000000 Penalty: 5327.039551
	Iteration 49Q: 3 clusters Score -4896654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4896640.500000 Penalty: 5327.039551
	Iteration 50Q: 3 clusters Score -4896640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4896644.500000 Penalty: 5327.039551
	Iteration 51Q: 3 clusters Score -4896644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4896641.000000 Penalty: 5327.039551
	Iteration 52Q: 3 clusters Score -4896641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4896642.000000 Penalty: 5327.039551
	Iteration 53Q: 3 clusters Score -4896642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4896640.500000 Penalty: 5327.039551
	Iteration 54Q: 3 clusters Score -4896640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4896640.000000 Penalty: 5327.039551
	Iteration 55Q: 3 clusters Score -4896640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4896638.500000 Penalty: 5327.039551
	Iteration 56Q: 3 clusters Score -4896638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4896641.000000 Penalty: 5327.039551
	Iteration 57Q: 3 clusters Score -4896641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -4896640.000000 Penalty: 5327.039551
	Iteration 58Q: 3 clusters Score -4896640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -4896640.000000 Penalty: 5327.039551
	Iteration 59Q: 3 clusters Score -4896640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4896640.000000 Penalty: 5327.039551
	Iteration 60F: 3 clusters Score -4896640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4896648.500000 Penalty: 5327.039551
	Iteration 61Q: 3 clusters Score -4896648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4896648.500000 Penalty: 5327.039551
	Iteration 62F: 3 clusters Score -4896648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Entering Unmasked Estep 
Score: -1607684.500000 Penalty: 2382.410889
	Iteration 0F: 2 clusters Score -1607684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1596955.125000 Penalty: 4764.821777
	Iteration 0F: 3 clusters Score -1596955 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1600441.250000 Penalty: 4764.821777
	Iteration 1F: 3 clusters Score -1600441 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1600768.625000 Penalty: 4764.821777
	Iteration 2F: 3 clusters Score -1600769 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1600972.500000 Penalty: 4764.821777
	Iteration 3Q: 3 clusters Score -1600972 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1601119.125000 Penalty: 4764.821777
	Iteration 4Q: 3 clusters Score -1601119 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1601257.875000 Penalty: 4764.821777
	Iteration 5Q: 3 clusters Score -1601258 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1601401.375000 Penalty: 4764.821777
	Iteration 6Q: 3 clusters Score -1601401 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1601571.625000 Penalty: 4764.821777
	Iteration 7Q: 3 clusters Score -1601572 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1601805.250000 Penalty: 4764.821777
	Iteration 8Q: 3 clusters Score -1601805 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1602110.500000 Penalty: 4764.821777
	Iteration 9Q: 3 clusters Score -1602110 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1602552.375000 Penalty: 4764.821777
	Iteration 10Q: 3 clusters Score -1602552 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1603133.125000 Penalty: 4764.821777
	Iteration 11F: 3 clusters Score -1603133 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1603769.750000 Penalty: 4764.821777
	Iteration 12F: 3 clusters Score -1603770 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1604367.875000 Penalty: 4764.821777
	Iteration 13Q: 3 clusters Score -1604368 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1604823.750000 Penalty: 4764.821777
	Iteration 14Q: 3 clusters Score -1604824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1605111.125000 Penalty: 4764.821777
	Iteration 15Q: 3 clusters Score -1605111 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1605285.000000 Penalty: 4764.821777
	Iteration 16Q: 3 clusters Score -1605285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1605374.375000 Penalty: 4764.821777
	Iteration 17Q: 3 clusters Score -1605374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1605432.375000 Penalty: 4764.821777
	Iteration 18Q: 3 clusters Score -1605432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1605476.875000 Penalty: 4764.821777
	Iteration 19Q: 3 clusters Score -1605477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1605506.000000 Penalty: 4764.821777
	Iteration 20F: 3 clusters Score -1605506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1605520.125000 Penalty: 4764.821777
	Iteration 21Q: 3 clusters Score -1605520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1605530.875000 Penalty: 4764.821777
	Iteration 22Q: 3 clusters Score -1605531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1605538.000000 Penalty: 4764.821777
	Iteration 23Q: 3 clusters Score -1605538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1605543.625000 Penalty: 4764.821777
	Iteration 24Q: 3 clusters Score -1605544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1605550.000000 Penalty: 4764.821777
	Iteration 25Q: 3 clusters Score -1605550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1605555.625000 Penalty: 4764.821777
	Iteration 26Q: 3 clusters Score -1605556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1605559.875000 Penalty: 4764.821777
	Iteration 27Q: 3 clusters Score -1605560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1605566.375000 Penalty: 4764.821777
	Iteration 28Q: 3 clusters Score -1605566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1605566.875000 Penalty: 4764.821777
	Iteration 29Q: 3 clusters Score -1605567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1605568.000000 Penalty: 4764.821777
	Iteration 30Q: 3 clusters Score -1605568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1605568.000000 Penalty: 4764.821777
	Iteration 31F: 3 clusters Score -1605568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (106547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Entering Unmasked Estep 
Score: -11428931.000000 Penalty: 2870.932617
	Iteration 0F: 2 clusters Score -1.142893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -11357949.000000 Penalty: 5741.865234
	Iteration 0F: 3 clusters Score -1.135795e+07 nChanged 50308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -11387262.000000 Penalty: 5741.865234
	Iteration 1F: 3 clusters Score -1.138726e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -11389674.000000 Penalty: 5741.865234
	Iteration 2Q: 3 clusters Score -1.138967e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -11393931.000000 Penalty: 5741.865234
	Iteration 3F: 3 clusters Score -1.139393e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -11400859.000000 Penalty: 5741.865234
	Iteration 4F: 3 clusters Score -1.140086e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -11409908.000000 Penalty: 5741.865234
	Iteration 5F: 3 clusters Score -1.140991e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -11417941.000000 Penalty: 5741.865234
	Iteration 6F: 3 clusters Score -1.141794e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -11422670.000000 Penalty: 5741.865234
	Iteration 7Q: 3 clusters Score -1.142267e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -11424870.000000 Penalty: 5741.865234
	Iteration 8Q: 3 clusters Score -1.142487e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -11425773.000000 Penalty: 5741.865234
	Iteration 9Q: 3 clusters Score -1.142577e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -11426158.000000 Penalty: 5741.865234
	Iteration 10Q: 3 clusters Score -1.142616e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -11426383.000000 Penalty: 5741.865234
	Iteration 11Q: 3 clusters Score -1.142638e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -11426488.000000 Penalty: 5741.865234
	Iteration 12Q: 3 clusters Score -1.142649e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -11426618.000000 Penalty: 5741.865234
	Iteration 13Q: 3 clusters Score -1.142662e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 101876 members 
Entering Unmasked Estep 
Score: -11426726.000000 Penalty: 5741.865234
	Iteration 14Q: 3 clusters Score -1.142673e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -11426777.000000 Penalty: 5741.865234
	Iteration 15Q: 3 clusters Score -1.142678e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -11426839.000000 Penalty: 5741.865234
	Iteration 16Q: 3 clusters Score -1.142684e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -11426875.000000 Penalty: 5741.865234
	Iteration 17Q: 3 clusters Score -1.142688e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 102706 members 
Entering Unmasked Estep 
Score: -11426939.000000 Penalty: 5741.865234
	Iteration 18Q: 3 clusters Score -1.142694e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -11426974.000000 Penalty: 5741.865234
	Iteration 19Q: 3 clusters Score -1.142697e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 103032 members 
Entering Unmasked Estep 
Score: -11427022.000000 Penalty: 5741.865234
	Iteration 20F: 3 clusters Score -1.142702e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -11427046.000000 Penalty: 5741.865234
	Iteration 21Q: 3 clusters Score -1.142705e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 103286 members 
Entering Unmasked Estep 
Score: -11427055.000000 Penalty: 5741.865234
	Iteration 22Q: 3 clusters Score -1.142706e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -11427084.000000 Penalty: 5741.865234
	Iteration 23Q: 3 clusters Score -1.142708e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -11427101.000000 Penalty: 5741.865234
	Iteration 24Q: 3 clusters Score -1.14271e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 103615 members 
Entering Unmasked Estep 
Score: -11427115.000000 Penalty: 5741.865234
	Iteration 25Q: 3 clusters Score -1.142712e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -11427126.000000 Penalty: 5741.865234
	Iteration 26Q: 3 clusters Score -1.142713e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -11427165.000000 Penalty: 5741.865234
	Iteration 27Q: 3 clusters Score -1.142716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -11427206.000000 Penalty: 5741.865234
	Iteration 28Q: 3 clusters Score -1.142721e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -11427205.000000 Penalty: 5741.865234
	Iteration 29Q: 3 clusters Score -1.14272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -11427236.000000 Penalty: 5741.865234
	Iteration 30Q: 3 clusters Score -1.142724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -11427242.000000 Penalty: 5741.865234
	Iteration 31Q: 3 clusters Score -1.142724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -11427255.000000 Penalty: 5741.865234
	Iteration 32Q: 3 clusters Score -1.142726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -11427259.000000 Penalty: 5741.865234
	Iteration 33Q: 3 clusters Score -1.142726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -11427265.000000 Penalty: 5741.865234
	Iteration 34Q: 3 clusters Score -1.142726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -11427253.000000 Penalty: 5741.865234
	Iteration 35Q: 3 clusters Score -1.142725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 104198 members 
Entering Unmasked Estep 
Score: -11427270.000000 Penalty: 5741.865234
	Iteration 36Q: 3 clusters Score -1.142727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -11427267.000000 Penalty: 5741.865234
	Iteration 37Q: 3 clusters Score -1.142727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -11427288.000000 Penalty: 5741.865234
	Iteration 38Q: 3 clusters Score -1.142729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -11427295.000000 Penalty: 5741.865234
	Iteration 39Q: 3 clusters Score -1.14273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -11427299.000000 Penalty: 5741.865234
	Iteration 40F: 3 clusters Score -1.14273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -11427300.000000 Penalty: 5741.865234
	Iteration 41Q: 3 clusters Score -1.14273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -11427301.000000 Penalty: 5741.865234
	Iteration 42Q: 3 clusters Score -1.14273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -11427314.000000 Penalty: 5741.865234
	Iteration 43Q: 3 clusters Score -1.142731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -11427308.000000 Penalty: 5741.865234
	Iteration 44Q: 3 clusters Score -1.142731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -11427303.000000 Penalty: 5741.865234
	Iteration 45Q: 3 clusters Score -1.14273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 104351 members 
Entering Unmasked Estep 
Score: -11427310.000000 Penalty: 5741.865234
	Iteration 46Q: 3 clusters Score -1.142731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -11427311.000000 Penalty: 5741.865234
	Iteration 47Q: 3 clusters Score -1.142731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 104360 members 
Entering Unmasked Estep 
Score: -11427318.000000 Penalty: 5741.865234
	Iteration 48Q: 3 clusters Score -1.142732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 104364 members 
Entering Unmasked Estep 
Score: -11427322.000000 Penalty: 5741.865234
	Iteration 49Q: 3 clusters Score -1.142732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -11427324.000000 Penalty: 5741.865234
	Iteration 50Q: 3 clusters Score -1.142732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -11427319.000000 Penalty: 5741.865234
	Iteration 51Q: 3 clusters Score -1.142732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
Score: -11427320.000000 Penalty: 5741.865234
	Iteration 52Q: 3 clusters Score -1.142732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 104379 members 
Entering Unmasked Estep 
Score: -11427318.000000 Penalty: 5741.865234
	Iteration 53Q: 3 clusters Score -1.142732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -11427329.000000 Penalty: 5741.865234
	Iteration 54Q: 3 clusters Score -1.142733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -11427334.000000 Penalty: 5741.865234
	Iteration 55Q: 3 clusters Score -1.142733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -11427329.000000 Penalty: 5741.865234
	Iteration 56Q: 3 clusters Score -1.142733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -11427329.000000 Penalty: 5741.865234
	Iteration 57Q: 3 clusters Score -1.142733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -11427313.000000 Penalty: 5741.865234
	Iteration 58Q: 3 clusters Score -1.142731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -11427324.000000 Penalty: 5741.865234
	Iteration 59Q: 3 clusters Score -1.142732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -11427325.000000 Penalty: 5741.865234
	Iteration 60F: 3 clusters Score -1.142732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -11427332.000000 Penalty: 5741.865234
	Iteration 61Q: 3 clusters Score -1.142733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -11427335.000000 Penalty: 5741.865234
	Iteration 62Q: 3 clusters Score -1.142734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -11427334.000000 Penalty: 5741.865234
	Iteration 63Q: 3 clusters Score -1.142733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -11427326.000000 Penalty: 5741.865234
	Iteration 64Q: 3 clusters Score -1.142733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -11427328.000000 Penalty: 5741.865234
	Iteration 65Q: 3 clusters Score -1.142733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -11427330.000000 Penalty: 5741.865234
	Iteration 66Q: 3 clusters Score -1.142733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -11427334.000000 Penalty: 5741.865234
	Iteration 67Q: 3 clusters Score -1.142733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -11427334.000000 Penalty: 5741.865234
	Iteration 68F: 3 clusters Score -1.142733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Entering Unmasked Estep 
Score: -1431326.875000 Penalty: 2361.893311
	Iteration 0F: 2 clusters Score -1431327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1421299.625000 Penalty: 4723.786621
	Iteration 0F: 3 clusters Score -1421300 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1424576.375000 Penalty: 4723.786621
	Iteration 1F: 3 clusters Score -1424576 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1424971.000000 Penalty: 4723.786621
	Iteration 2F: 3 clusters Score -1424971 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1425280.625000 Penalty: 4723.786621
	Iteration 3Q: 3 clusters Score -1425281 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1425579.250000 Penalty: 4723.786621
	Iteration 4Q: 3 clusters Score -1425579 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1425885.875000 Penalty: 4723.786621
	Iteration 5Q: 3 clusters Score -1425886 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1426128.250000 Penalty: 4723.786621
	Iteration 6Q: 3 clusters Score -1426128 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1426353.375000 Penalty: 4723.786621
	Iteration 7Q: 3 clusters Score -1426353 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1426551.000000 Penalty: 4723.786621
	Iteration 8Q: 3 clusters Score -1426551 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1426749.875000 Penalty: 4723.786621
	Iteration 9Q: 3 clusters Score -1426750 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1426939.125000 Penalty: 4723.786621
	Iteration 10Q: 3 clusters Score -1426939 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1427125.125000 Penalty: 4723.786621
	Iteration 11Q: 3 clusters Score -1427125 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1427274.125000 Penalty: 4723.786621
	Iteration 12Q: 3 clusters Score -1427274 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1427436.625000 Penalty: 4723.786621
	Iteration 13Q: 3 clusters Score -1427437 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1427619.625000 Penalty: 4723.786621
	Iteration 14Q: 3 clusters Score -1427620 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1427817.375000 Penalty: 4723.786621
	Iteration 15Q: 3 clusters Score -1427817 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1428040.000000 Penalty: 4723.786621
	Iteration 16Q: 3 clusters Score -1428040 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1428234.125000 Penalty: 4723.786621
	Iteration 17Q: 3 clusters Score -1428234 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1428408.500000 Penalty: 4723.786621
	Iteration 18Q: 3 clusters Score -1428408 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1428575.625000 Penalty: 4723.786621
	Iteration 19Q: 3 clusters Score -1428576 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1428727.375000 Penalty: 4723.786621
	Iteration 20F: 3 clusters Score -1428727 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1428860.500000 Penalty: 4723.786621
	Iteration 21Q: 3 clusters Score -1428860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1428963.000000 Penalty: 4723.786621
	Iteration 22Q: 3 clusters Score -1428963 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1429045.625000 Penalty: 4723.786621
	Iteration 23Q: 3 clusters Score -1429046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1429100.250000 Penalty: 4723.786621
	Iteration 24Q: 3 clusters Score -1429100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1429161.375000 Penalty: 4723.786621
	Iteration 25Q: 3 clusters Score -1429161 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1429203.125000 Penalty: 4723.786621
	Iteration 26Q: 3 clusters Score -1429203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1429239.125000 Penalty: 4723.786621
	Iteration 27Q: 3 clusters Score -1429239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1429262.625000 Penalty: 4723.786621
	Iteration 28Q: 3 clusters Score -1429263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1429285.500000 Penalty: 4723.786621
	Iteration 29Q: 3 clusters Score -1429286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1429298.625000 Penalty: 4723.786621
	Iteration 30Q: 3 clusters Score -1429299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1429303.000000 Penalty: 4723.786621
	Iteration 31Q: 3 clusters Score -1429303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1429313.250000 Penalty: 4723.786621
	Iteration 32Q: 3 clusters Score -1429313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1429319.875000 Penalty: 4723.786621
	Iteration 33Q: 3 clusters Score -1429320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1429325.625000 Penalty: 4723.786621
	Iteration 34Q: 3 clusters Score -1429326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1429330.750000 Penalty: 4723.786621
	Iteration 35Q: 3 clusters Score -1429331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1429341.000000 Penalty: 4723.786621
	Iteration 36Q: 3 clusters Score -1429341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1429348.500000 Penalty: 4723.786621
	Iteration 37Q: 3 clusters Score -1429348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1429354.125000 Penalty: 4723.786621
	Iteration 38Q: 3 clusters Score -1429354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1429353.375000 Penalty: 4723.786621
	Iteration 39Q: 3 clusters Score -1429353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1429357.625000 Penalty: 4723.786621
	Iteration 40F: 3 clusters Score -1429358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1429356.125000 Penalty: 4723.786621
	Iteration 41Q: 3 clusters Score -1429356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1429359.125000 Penalty: 4723.786621
	Iteration 42Q: 3 clusters Score -1429359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1429358.750000 Penalty: 4723.786621
	Iteration 43Q: 3 clusters Score -1429359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1429362.125000 Penalty: 4723.786621
	Iteration 44Q: 3 clusters Score -1429362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1429363.625000 Penalty: 4723.786621
	Iteration 45Q: 3 clusters Score -1429364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1429363.125000 Penalty: 4723.786621
	Iteration 46Q: 3 clusters Score -1429363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1429362.125000 Penalty: 4723.786621
	Iteration 47Q: 3 clusters Score -1429362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1429362.125000 Penalty: 4723.786621
	Iteration 48F: 3 clusters Score -1429362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Entering Unmasked Estep 
Score: -6494792.500000 Penalty: 2741.477295
	Iteration 0F: 2 clusters Score -6494792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -6452270.500000 Penalty: 5482.954590
	Iteration 0F: 3 clusters Score -6452270 nChanged 29418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -6468906.000000 Penalty: 5482.954590
	Iteration 1F: 3 clusters Score -6468906 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -6469362.500000 Penalty: 5482.954590
	Iteration 2Q: 3 clusters Score -6469362 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -6469794.500000 Penalty: 5482.954590
	Iteration 3Q: 3 clusters Score -6469794 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6470084.500000 Penalty: 5482.954590
	Iteration 4Q: 3 clusters Score -6470084 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -6470452.000000 Penalty: 5482.954590
	Iteration 5Q: 3 clusters Score -6470452 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -6470997.000000 Penalty: 5482.954590
	Iteration 6Q: 3 clusters Score -6470997 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -6471749.000000 Penalty: 5482.954590
	Iteration 7Q: 3 clusters Score -6471749 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -6473016.500000 Penalty: 5482.954590
	Iteration 8Q: 3 clusters Score -6473016 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -6475146.500000 Penalty: 5482.954590
	Iteration 9F: 3 clusters Score -6475146 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -6478477.500000 Penalty: 5482.954590
	Iteration 10F: 3 clusters Score -6478478 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -6482651.000000 Penalty: 5482.954590
	Iteration 11F: 3 clusters Score -6482651 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -6486736.000000 Penalty: 5482.954590
	Iteration 12F: 3 clusters Score -6486736 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6489660.000000 Penalty: 5482.954590
	Iteration 13Q: 3 clusters Score -6489660 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6491142.500000 Penalty: 5482.954590
	Iteration 14Q: 3 clusters Score -6491142 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6491768.000000 Penalty: 5482.954590
	Iteration 15Q: 3 clusters Score -6491768 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6492048.500000 Penalty: 5482.954590
	Iteration 16Q: 3 clusters Score -6492048 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6492189.500000 Penalty: 5482.954590
	Iteration 17Q: 3 clusters Score -6492190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6492270.000000 Penalty: 5482.954590
	Iteration 18Q: 3 clusters Score -6492270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6492309.000000 Penalty: 5482.954590
	Iteration 19Q: 3 clusters Score -6492309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6492331.500000 Penalty: 5482.954590
	Iteration 20F: 3 clusters Score -6492332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6492347.500000 Penalty: 5482.954590
	Iteration 21Q: 3 clusters Score -6492348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6492357.000000 Penalty: 5482.954590
	Iteration 22Q: 3 clusters Score -6492357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6492363.500000 Penalty: 5482.954590
	Iteration 23Q: 3 clusters Score -6492364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6492361.000000 Penalty: 5482.954590
	Iteration 24Q: 3 clusters Score -6492361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6492361.000000 Penalty: 5482.954590
	Iteration 25Q: 3 clusters Score -6492361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6492375.000000 Penalty: 5482.954590
	Iteration 26Q: 3 clusters Score -6492375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6492377.000000 Penalty: 5482.954590
	Iteration 27Q: 3 clusters Score -6492377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6492382.000000 Penalty: 5482.954590
	Iteration 28Q: 3 clusters Score -6492382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6492385.000000 Penalty: 5482.954590
	Iteration 29Q: 3 clusters Score -6492385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6492393.500000 Penalty: 5482.954590
	Iteration 30Q: 3 clusters Score -6492394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6492393.000000 Penalty: 5482.954590
	Iteration 31Q: 3 clusters Score -6492393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6492392.000000 Penalty: 5482.954590
	Iteration 32Q: 3 clusters Score -6492392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6492408.000000 Penalty: 5482.954590
	Iteration 33Q: 3 clusters Score -6492408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6492417.500000 Penalty: 5482.954590
	Iteration 34Q: 3 clusters Score -6492418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6492417.000000 Penalty: 5482.954590
	Iteration 35Q: 3 clusters Score -6492417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6492419.000000 Penalty: 5482.954590
	Iteration 36Q: 3 clusters Score -6492419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6492421.000000 Penalty: 5482.954590
	Iteration 37Q: 3 clusters Score -6492421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6492419.000000 Penalty: 5482.954590
	Iteration 38Q: 3 clusters Score -6492419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6492421.000000 Penalty: 5482.954590
	Iteration 39Q: 3 clusters Score -6492421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6492418.000000 Penalty: 5482.954590
	Iteration 40F: 3 clusters Score -6492418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6492421.500000 Penalty: 5482.954590
	Iteration 41Q: 3 clusters Score -6492422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6492417.500000 Penalty: 5482.954590
	Iteration 42Q: 3 clusters Score -6492418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6492419.000000 Penalty: 5482.954590
	Iteration 43Q: 3 clusters Score -6492419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6492417.000000 Penalty: 5482.954590
	Iteration 44Q: 3 clusters Score -6492417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6492417.000000 Penalty: 5482.954590
	Iteration 45F: 3 clusters Score -6492417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -251059.531250 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -251059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -248050.968750 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -248051 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -248581.515625 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -248581.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -248735.921875 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -248735.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -248834.312500 Penalty: 3884.875732
	Iteration 3Q: 3 clusters Score -248834.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -248921.062500 Penalty: 3884.875732
	Iteration 4Q: 3 clusters Score -248921.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -248987.046875 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -248987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -249058.218750 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -249058.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -249146.562500 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -249146.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -249241.062500 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -249241.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -249330.234375 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -249330.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -249401.953125 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -249402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -249487.078125 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -249487.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -249569.468750 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -249569.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -249629.250000 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -249629.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -249679.265625 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -249679.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -249718.765625 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -249718.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -249746.875000 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -249746.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -249765.859375 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -249765.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -249781.515625 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -249781.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -249793.156250 Penalty: 3884.875732
	Iteration 19Q: 3 clusters Score -249793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -249808.859375 Penalty: 3884.875732
	Iteration 20F: 3 clusters Score -249808.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -249824.281250 Penalty: 3884.875732
	Iteration 21Q: 3 clusters Score -249824.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -249834.625000 Penalty: 3884.875732
	Iteration 22Q: 3 clusters Score -249834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -249842.515625 Penalty: 3884.875732
	Iteration 23Q: 3 clusters Score -249842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -249852.250000 Penalty: 3884.875732
	Iteration 24Q: 3 clusters Score -249852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -249867.906250 Penalty: 3884.875732
	Iteration 25Q: 3 clusters Score -249867.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -249881.484375 Penalty: 3884.875732
	Iteration 26Q: 3 clusters Score -249881.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -249899.531250 Penalty: 3884.875732
	Iteration 27Q: 3 clusters Score -249899.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -249915.828125 Penalty: 3884.875732
	Iteration 28Q: 3 clusters Score -249915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -249931.375000 Penalty: 3884.875732
	Iteration 29Q: 3 clusters Score -249931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -249942.546875 Penalty: 3884.875732
	Iteration 30Q: 3 clusters Score -249942.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -249956.687500 Penalty: 3884.875732
	Iteration 31Q: 3 clusters Score -249956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -249966.296875 Penalty: 3884.875732
	Iteration 32Q: 3 clusters Score -249966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -249974.078125 Penalty: 3884.875732
	Iteration 33Q: 3 clusters Score -249974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -249980.093750 Penalty: 3884.875732
	Iteration 34Q: 3 clusters Score -249980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -249983.218750 Penalty: 3884.875732
	Iteration 35Q: 3 clusters Score -249983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -249984.125000 Penalty: 3884.875732
	Iteration 36Q: 3 clusters Score -249984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -249984.937500 Penalty: 3884.875732
	Iteration 37Q: 3 clusters Score -249984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -249984.937500 Penalty: 3884.875732
	Iteration 38F: 3 clusters Score -249984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Entering Unmasked Estep 
Score: -4764829.000000 Penalty: 2654.192627
	Iteration 0F: 2 clusters Score -4764829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4734693.000000 Penalty: 5308.385254
	Iteration 0F: 3 clusters Score -4734693 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4745884.000000 Penalty: 5308.385254
	Iteration 1F: 3 clusters Score -4745884 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4746312.000000 Penalty: 5308.385254
	Iteration 2Q: 3 clusters Score -4746312 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4746683.500000 Penalty: 5308.385254
	Iteration 3Q: 3 clusters Score -4746684 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4747105.500000 Penalty: 5308.385254
	Iteration 4Q: 3 clusters Score -4747106 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4747600.500000 Penalty: 5308.385254
	Iteration 5Q: 3 clusters Score -4747600 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4748393.000000 Penalty: 5308.385254
	Iteration 6Q: 3 clusters Score -4748393 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4749715.000000 Penalty: 5308.385254
	Iteration 7F: 3 clusters Score -4749715 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4752173.000000 Penalty: 5308.385254
	Iteration 8F: 3 clusters Score -4752173 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4755578.500000 Penalty: 5308.385254
	Iteration 9F: 3 clusters Score -4755578 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -4759130.000000 Penalty: 5308.385254
	Iteration 10F: 3 clusters Score -4759130 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -4761256.000000 Penalty: 5308.385254
	Iteration 11Q: 3 clusters Score -4761256 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -4762015.500000 Penalty: 5308.385254
	Iteration 12Q: 3 clusters Score -4762016 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -4762268.500000 Penalty: 5308.385254
	Iteration 13Q: 3 clusters Score -4762268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -4762359.500000 Penalty: 5308.385254
	Iteration 14Q: 3 clusters Score -4762360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -4762403.000000 Penalty: 5308.385254
	Iteration 15Q: 3 clusters Score -4762403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4762435.000000 Penalty: 5308.385254
	Iteration 16Q: 3 clusters Score -4762435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4762449.500000 Penalty: 5308.385254
	Iteration 17Q: 3 clusters Score -4762450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -4762457.500000 Penalty: 5308.385254
	Iteration 18Q: 3 clusters Score -4762458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -4762466.500000 Penalty: 5308.385254
	Iteration 19Q: 3 clusters Score -4762466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -4762478.000000 Penalty: 5308.385254
	Iteration 20F: 3 clusters Score -4762478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -4762486.000000 Penalty: 5308.385254
	Iteration 21Q: 3 clusters Score -4762486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -4762484.500000 Penalty: 5308.385254
	Iteration 22Q: 3 clusters Score -4762484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -4762487.500000 Penalty: 5308.385254
	Iteration 23Q: 3 clusters Score -4762488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -4762487.500000 Penalty: 5308.385254
	Iteration 24F: 3 clusters Score -4762488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -42519.640625 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -42519.64 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 236 members 
Entering Unmasked Estep 
Score: -41035.429688 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -41035.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41214.726562 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -41214.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41262.121094 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -41262.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41296.921875 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -41296.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41328.699219 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -41328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41350.812500 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -41350.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41360.882812 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -41360.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41360.882812 Penalty: 3041.088379
	Iteration 7F: 3 clusters Score -41360.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -32920.335938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -32920.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31547.527344 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -31547.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31695.054688 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -31695.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31745.912109 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -31745.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31762.806641 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -31762.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31765.164062 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -31765.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31772.248047 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -31772.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31779.302734 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -31779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31779.302734 Penalty: 2959.208984
	Iteration 7F: 3 clusters Score -31779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (344258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344258 members 
Entering Unmasked Estep 
Score: -36623752.000000 Penalty: 3161.788330
	Iteration 0F: 2 clusters Score -3.662375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171921 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -36402916.000000 Penalty: 6323.576660
	Iteration 0F: 3 clusters Score -3.640292e+07 nChanged 167188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -36502916.000000 Penalty: 6323.576660
	Iteration 1F: 3 clusters Score -3.650292e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 181401 members 
Entering Unmasked Estep 
Score: -36504004.000000 Penalty: 6323.576660
	Iteration 2Q: 3 clusters Score -3.6504e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 186913 members 
Entering Unmasked Estep 
Score: -36505740.000000 Penalty: 6323.576660
	Iteration 3Q: 3 clusters Score -3.650574e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 195218 members 
Entering Unmasked Estep 
Score: -36508500.000000 Penalty: 6323.576660
	Iteration 4Q: 3 clusters Score -3.65085e+07 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136727 members 
Mstep: Class 2 contains 207531 members 
Entering Unmasked Estep 
Score: -36513496.000000 Penalty: 6323.576660
	Iteration 5Q: 3 clusters Score -3.65135e+07 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 225248 members 
Entering Unmasked Estep 
Score: -36522612.000000 Penalty: 6323.576660
	Iteration 6F: 3 clusters Score -3.652261e+07 nChanged 23855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 248827 members 
Entering Unmasked Estep 
Score: -36537524.000000 Penalty: 6323.576660
	Iteration 7F: 3 clusters Score -3.653752e+07 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 276805 members 
Entering Unmasked Estep 
Score: -36560700.000000 Penalty: 6323.576660
	Iteration 8F: 3 clusters Score -3.65607e+07 nChanged 27679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 304480 members 
Entering Unmasked Estep 
Score: -36586148.000000 Penalty: 6323.576660
	Iteration 9F: 3 clusters Score -3.658615e+07 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 325057 members 
Entering Unmasked Estep 
Score: -36606136.000000 Penalty: 6323.576660
	Iteration 10F: 3 clusters Score -3.660614e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 336785 members 
Entering Unmasked Estep 
Score: -36615260.000000 Penalty: 6323.576660
	Iteration 11Q: 3 clusters Score -3.661526e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 341654 members 
Entering Unmasked Estep 
Score: -36618816.000000 Penalty: 6323.576660
	Iteration 12Q: 3 clusters Score -3.661882e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 343260 members 
Entering Unmasked Estep 
Score: -36620276.000000 Penalty: 6323.576660
	Iteration 13Q: 3 clusters Score -3.662028e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 343738 members 
Entering Unmasked Estep 
Score: -36620616.000000 Penalty: 6323.576660
	Iteration 14Q: 3 clusters Score -3.662062e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 343867 members 
Entering Unmasked Estep 
Score: -36620772.000000 Penalty: 6323.576660
	Iteration 15Q: 3 clusters Score -3.662077e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 343913 members 
Entering Unmasked Estep 
Score: -36620832.000000 Penalty: 6323.576660
	Iteration 16Q: 3 clusters Score -3.662083e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343930 members 
Entering Unmasked Estep 
Score: -36620872.000000 Penalty: 6323.576660
	Iteration 17Q: 3 clusters Score -3.662087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343938 members 
Entering Unmasked Estep 
Score: -36620908.000000 Penalty: 6323.576660
	Iteration 18Q: 3 clusters Score -3.662091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343946 members 
Entering Unmasked Estep 
Score: -36620908.000000 Penalty: 6323.576660
	Iteration 19Q: 3 clusters Score -3.662091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 343950 members 
Entering Unmasked Estep 
Score: -36620896.000000 Penalty: 6323.576660
	Iteration 20F: 3 clusters Score -3.66209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 343950 members 
Entering Unmasked Estep 
Score: -36620896.000000 Penalty: 6323.576660
	Iteration 21Q: 3 clusters Score -3.66209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 343953 members 
Entering Unmasked Estep 
Score: -36620920.000000 Penalty: 6323.576660
	Iteration 22Q: 3 clusters Score -3.662092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 343956 members 
Entering Unmasked Estep 
Score: -36620896.000000 Penalty: 6323.576660
	Iteration 23Q: 3 clusters Score -3.66209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 343956 members 
Entering Unmasked Estep 
Score: -36620912.000000 Penalty: 6323.576660
	Iteration 24Q: 3 clusters Score -3.662091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 343956 members 
Entering Unmasked Estep 
Score: -36620904.000000 Penalty: 6323.576660
	Iteration 25Q: 3 clusters Score -3.66209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343958 members 
Entering Unmasked Estep 
Score: -36620900.000000 Penalty: 6323.576660
	Iteration 26Q: 3 clusters Score -3.66209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343961 members 
Entering Unmasked Estep 
Score: -36620904.000000 Penalty: 6323.576660
	Iteration 27Q: 3 clusters Score -3.66209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 343965 members 
Entering Unmasked Estep 
Score: -36620916.000000 Penalty: 6323.576660
	Iteration 28Q: 3 clusters Score -3.662092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 343968 members 
Entering Unmasked Estep 
Score: -36620924.000000 Penalty: 6323.576660
	Iteration 29Q: 3 clusters Score -3.662092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343971 members 
Entering Unmasked Estep 
Score: -36620936.000000 Penalty: 6323.576660
	Iteration 30Q: 3 clusters Score -3.662094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343971 members 
Entering Unmasked Estep 
Score: -36620916.000000 Penalty: 6323.576660
	Iteration 31Q: 3 clusters Score -3.662092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343971 members 
Entering Unmasked Estep 
Score: -36620916.000000 Penalty: 6323.576660
	Iteration 32F: 3 clusters Score -3.662092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (345364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345364 members 
Entering Unmasked Estep 
Score: -36675688.000000 Penalty: 3162.583984
	Iteration 0F: 2 clusters Score -3.667569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -36453500.000000 Penalty: 6325.167969
	Iteration 0F: 3 clusters Score -3.64535e+07 nChanged 167336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 184175 members 
Entering Unmasked Estep 
Score: -36554204.000000 Penalty: 6325.167969
	Iteration 1F: 3 clusters Score -3.65542e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 190453 members 
Entering Unmasked Estep 
Score: -36556072.000000 Penalty: 6325.167969
	Iteration 2Q: 3 clusters Score -3.655607e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 200055 members 
Entering Unmasked Estep 
Score: -36558748.000000 Penalty: 6325.167969
	Iteration 3Q: 3 clusters Score -3.655875e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131186 members 
Mstep: Class 2 contains 214178 members 
Entering Unmasked Estep 
Score: -36564384.000000 Penalty: 6325.167969
	Iteration 4Q: 3 clusters Score -3.656438e+07 nChanged 20230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 233782 members 
Entering Unmasked Estep 
Score: -36574164.000000 Penalty: 6325.167969
	Iteration 5F: 3 clusters Score -3.657416e+07 nChanged 25738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 259308 members 
Entering Unmasked Estep 
Score: -36591808.000000 Penalty: 6325.167969
	Iteration 6F: 3 clusters Score -3.659181e+07 nChanged 29287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 288569 members 
Entering Unmasked Estep 
Score: -36617708.000000 Penalty: 6325.167969
	Iteration 7F: 3 clusters Score -3.661771e+07 nChanged 26740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 315307 members 
Entering Unmasked Estep 
Score: -36645312.000000 Penalty: 6325.167969
	Iteration 8F: 3 clusters Score -3.664531e+07 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 333303 members 
Entering Unmasked Estep 
Score: -36662024.000000 Penalty: 6325.167969
	Iteration 9F: 3 clusters Score -3.666202e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 341520 members 
Entering Unmasked Estep 
Score: -36669308.000000 Penalty: 6325.167969
	Iteration 10Q: 3 clusters Score -3.666931e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 344163 members 
Entering Unmasked Estep 
Score: -36671712.000000 Penalty: 6325.167969
	Iteration 11Q: 3 clusters Score -3.667171e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 344877 members 
Entering Unmasked Estep 
Score: -36672380.000000 Penalty: 6325.167969
	Iteration 12Q: 3 clusters Score -3.667238e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 345041 members 
Entering Unmasked Estep 
Score: -36672640.000000 Penalty: 6325.167969
	Iteration 13Q: 3 clusters Score -3.667264e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 345087 members 
Entering Unmasked Estep 
Score: -36672728.000000 Penalty: 6325.167969
	Iteration 14Q: 3 clusters Score -3.667273e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 345107 members 
Entering Unmasked Estep 
Score: -36672760.000000 Penalty: 6325.167969
	Iteration 15Q: 3 clusters Score -3.667276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 345119 members 
Entering Unmasked Estep 
Score: -36672792.000000 Penalty: 6325.167969
	Iteration 16Q: 3 clusters Score -3.667279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 345123 members 
Entering Unmasked Estep 
Score: -36672812.000000 Penalty: 6325.167969
	Iteration 17Q: 3 clusters Score -3.667281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 345125 members 
Entering Unmasked Estep 
Score: -36672816.000000 Penalty: 6325.167969
	Iteration 18Q: 3 clusters Score -3.667282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345129 members 
Entering Unmasked Estep 
Score: -36672796.000000 Penalty: 6325.167969
	Iteration 19Q: 3 clusters Score -3.66728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 345130 members 
Entering Unmasked Estep 
Score: -36672820.000000 Penalty: 6325.167969
	Iteration 20F: 3 clusters Score -3.667282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 345131 members 
Entering Unmasked Estep 
Score: -36672820.000000 Penalty: 6325.167969
	Iteration 21Q: 3 clusters Score -3.667282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 345132 members 
Entering Unmasked Estep 
Score: -36672804.000000 Penalty: 6325.167969
	Iteration 22Q: 3 clusters Score -3.66728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 345133 members 
Entering Unmasked Estep 
Score: -36672808.000000 Penalty: 6325.167969
	Iteration 23Q: 3 clusters Score -3.667281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 345133 members 
Entering Unmasked Estep 
Score: -36672808.000000 Penalty: 6325.167969
	Iteration 24F: 3 clusters Score -3.667281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -36089.031250 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -36089.03 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 215 members 
Entering Unmasked Estep 
Score: -34658.574219 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -34658.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34782.746094 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34782.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34824.417969 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -34824.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34861.656250 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34861.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34881.335938 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34881.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34892.238281 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34892.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34907.656250 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34907.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34915.917969 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -34915.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34921.574219 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -34921.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34922.500000 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -34922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34922.500000 Penalty: 2981.588623
	Iteration 10F: 3 clusters Score -34922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14548 members 
Mstep: Class 3 contains 239857 members 
Mstep: Class 4 contains 34511 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 21619 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33066 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 125117 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46166 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 106547 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 63218 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44462 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344258 members 
Mstep: Class 27 contains 345364 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427600.000000 Penalty: 98863.570312
Iteration 479Q: 29 clusters Score -1.584276e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14554 members 
Mstep: Class 3 contains 239855 members 
Mstep: Class 4 contains 34505 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 21616 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33067 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 125115 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46107 members 
Mstep: Class 18 contains 14859 members 
Mstep: Class 19 contains 106499 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 63215 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44618 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344229 members 
Mstep: Class 27 contains 345363 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427456.000000 Penalty: 98863.570312
Iteration 480F: 29 clusters Score -1.584275e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14558 members 
Mstep: Class 3 contains 239859 members 
Mstep: Class 4 contains 34502 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 21613 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33064 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30708 members 
Mstep: Class 15 contains 125112 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 46035 members 
Mstep: Class 18 contains 14858 members 
Mstep: Class 19 contains 106445 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 63216 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44778 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344215 members 
Mstep: Class 27 contains 345357 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427536.000000 Penalty: 98863.570312
Iteration 481Q: 29 clusters Score -1.584275e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239861 members 
Mstep: Class 4 contains 34499 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 21610 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33056 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 125103 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45976 members 
Mstep: Class 18 contains 14857 members 
Mstep: Class 19 contains 106390 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 63206 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 44929 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344203 members 
Mstep: Class 27 contains 345363 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427504.000000 Penalty: 98863.570312
Iteration 482Q: 29 clusters Score -1.584275e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239864 members 
Mstep: Class 4 contains 34494 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33051 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 125102 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45936 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 106337 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 63184 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45077 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344206 members 
Mstep: Class 27 contains 345339 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427264.000000 Penalty: 98863.570312
Iteration 483Q: 29 clusters Score -1.584273e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239862 members 
Mstep: Class 4 contains 34490 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33053 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30709 members 
Mstep: Class 15 contains 125103 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45885 members 
Mstep: Class 18 contains 14857 members 
Mstep: Class 19 contains 106286 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 63170 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45209 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344208 members 
Mstep: Class 27 contains 345326 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427120.000000 Penalty: 98863.570312
Iteration 484Q: 29 clusters Score -1.584271e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239863 members 
Mstep: Class 4 contains 34487 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20969 members 
Mstep: Class 8 contains 21606 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33056 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30707 members 
Mstep: Class 15 contains 125106 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45839 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 106247 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 63157 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45341 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344188 members 
Mstep: Class 27 contains 345317 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427024.000000 Penalty: 98863.570312
Iteration 485Q: 29 clusters Score -1.58427e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239877 members 
Mstep: Class 4 contains 34487 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 21602 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33057 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30706 members 
Mstep: Class 15 contains 125109 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45789 members 
Mstep: Class 18 contains 14852 members 
Mstep: Class 19 contains 106203 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 63148 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45474 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344171 members 
Mstep: Class 27 contains 345292 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427152.000000 Penalty: 98863.570312
Iteration 486Q: 29 clusters Score -1.584272e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239889 members 
Mstep: Class 4 contains 34488 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20965 members 
Mstep: Class 8 contains 21595 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33058 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30703 members 
Mstep: Class 15 contains 125114 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45748 members 
Mstep: Class 18 contains 14848 members 
Mstep: Class 19 contains 106159 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 63128 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45611 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344151 members 
Mstep: Class 27 contains 345282 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427168.000000 Penalty: 98863.570312
Iteration 487Q: 29 clusters Score -1.584272e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 239904 members 
Mstep: Class 4 contains 34487 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20959 members 
Mstep: Class 8 contains 21586 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33053 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 125109 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45705 members 
Mstep: Class 18 contains 14848 members 
Mstep: Class 19 contains 106111 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 63126 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45731 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344141 members 
Mstep: Class 27 contains 345285 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427312.000000 Penalty: 98863.570312
Iteration 488Q: 29 clusters Score -1.584273e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14561 members 
Mstep: Class 3 contains 239925 members 
Mstep: Class 4 contains 34484 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 21582 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33050 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30695 members 
Mstep: Class 15 contains 125100 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45680 members 
Mstep: Class 18 contains 14844 members 
Mstep: Class 19 contains 106067 members 
Mstep: Class 20 contains 13668 members 
Mstep: Class 21 contains 63113 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45837 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344127 members 
Mstep: Class 27 contains 345293 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427296.000000 Penalty: 98863.570312
Iteration 489Q: 29 clusters Score -1.584273e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 239946 members 
Mstep: Class 4 contains 34478 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20952 members 
Mstep: Class 8 contains 21575 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33049 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30696 members 
Mstep: Class 15 contains 125084 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45658 members 
Mstep: Class 18 contains 14839 members 
Mstep: Class 19 contains 106024 members 
Mstep: Class 20 contains 13664 members 
Mstep: Class 21 contains 63102 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 45934 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344136 members 
Mstep: Class 27 contains 345282 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427488.000000 Penalty: 98863.570312
Iteration 490Q: 29 clusters Score -1.584275e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14564 members 
Mstep: Class 3 contains 239975 members 
Mstep: Class 4 contains 34473 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20945 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33051 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30695 members 
Mstep: Class 15 contains 125076 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45627 members 
Mstep: Class 18 contains 14834 members 
Mstep: Class 19 contains 105964 members 
Mstep: Class 20 contains 13658 members 
Mstep: Class 21 contains 63094 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46051 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344149 members 
Mstep: Class 27 contains 345256 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427376.000000 Penalty: 98863.570312
Iteration 491Q: 29 clusters Score -1.584274e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 240002 members 
Mstep: Class 4 contains 34471 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20940 members 
Mstep: Class 8 contains 21560 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33048 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30693 members 
Mstep: Class 15 contains 125066 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45594 members 
Mstep: Class 18 contains 14831 members 
Mstep: Class 19 contains 105893 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 63079 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 46184 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344160 members 
Mstep: Class 27 contains 345242 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427232.000000 Penalty: 98863.570312
Iteration 492Q: 29 clusters Score -1.584272e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14576 members 
Mstep: Class 3 contains 240018 members 
Mstep: Class 4 contains 34470 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20939 members 
Mstep: Class 8 contains 21552 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33044 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30691 members 
Mstep: Class 15 contains 125059 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45577 members 
Mstep: Class 18 contains 14829 members 
Mstep: Class 19 contains 105825 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 63064 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46306 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344167 members 
Mstep: Class 27 contains 345218 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427264.000000 Penalty: 98863.570312
Iteration 493Q: 29 clusters Score -1.584273e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14578 members 
Mstep: Class 3 contains 240031 members 
Mstep: Class 4 contains 34466 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33036 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30691 members 
Mstep: Class 15 contains 125060 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45566 members 
Mstep: Class 18 contains 14829 members 
Mstep: Class 19 contains 105750 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 63051 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46399 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344191 members 
Mstep: Class 27 contains 345201 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427248.000000 Penalty: 98863.570312
Iteration 494Q: 29 clusters Score -1.584272e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14587 members 
Mstep: Class 3 contains 240068 members 
Mstep: Class 4 contains 34464 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 21541 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33032 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 30690 members 
Mstep: Class 15 contains 125066 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45552 members 
Mstep: Class 18 contains 14827 members 
Mstep: Class 19 contains 105648 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 63043 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46497 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344202 members 
Mstep: Class 27 contains 345185 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427168.000000 Penalty: 98863.570312
Iteration 495Q: 29 clusters Score -1.584272e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14595 members 
Mstep: Class 3 contains 240090 members 
Mstep: Class 4 contains 34461 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 21535 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33027 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 30692 members 
Mstep: Class 15 contains 125066 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45533 members 
Mstep: Class 18 contains 14819 members 
Mstep: Class 19 contains 105547 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 63040 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46600 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344235 members 
Mstep: Class 27 contains 345161 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427136.000000 Penalty: 98863.570312
Iteration 496Q: 29 clusters Score -1.584271e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 240112 members 
Mstep: Class 4 contains 34457 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 21533 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 30694 members 
Mstep: Class 15 contains 125068 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45520 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 105451 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 63032 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344267 members 
Mstep: Class 27 contains 345118 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427056.000000 Penalty: 98863.570312
Iteration 497Q: 29 clusters Score -1.584271e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14625 members 
Mstep: Class 3 contains 240142 members 
Mstep: Class 4 contains 34458 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20925 members 
Mstep: Class 8 contains 21529 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33013 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 30694 members 
Mstep: Class 15 contains 125071 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45504 members 
Mstep: Class 18 contains 14812 members 
Mstep: Class 19 contains 105350 members 
Mstep: Class 20 contains 13659 members 
Mstep: Class 21 contains 63022 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46798 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344301 members 
Mstep: Class 27 contains 345089 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427072.000000 Penalty: 98863.570312
Iteration 498Q: 29 clusters Score -1.584271e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14638 members 
Mstep: Class 3 contains 240169 members 
Mstep: Class 4 contains 34455 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20918 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33010 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 30690 members 
Mstep: Class 15 contains 125072 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45483 members 
Mstep: Class 18 contains 14812 members 
Mstep: Class 19 contains 105249 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 63011 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 46899 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344352 members 
Mstep: Class 27 contains 345056 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426912.000000 Penalty: 98863.570312
Iteration 499Q: 29 clusters Score -1.584269e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14649 members 
Mstep: Class 3 contains 240208 members 
Mstep: Class 4 contains 34449 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 20915 members 
Mstep: Class 8 contains 21521 members 
Mstep: Class 9 contains 6116 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 33008 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 30688 members 
Mstep: Class 15 contains 125065 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 45469 members 
Mstep: Class 18 contains 14809 members 
Mstep: Class 19 contains 105166 members 
Mstep: Class 20 contains 13658 members 
Mstep: Class 21 contains 63003 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46977 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 390 members 
Mstep: Class 26 contains 344379 members 
Mstep: Class 27 contains 345038 members 
Mstep: Class 28 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426976.000000 Penalty: 98863.570312
Iteration 500F: 29 clusters Score -1.58427e+08 nChanged 420
Maximum iterations exceeded
--- Evaluating fit on full set of 4573905 points ---
Entering Unmasked Estep 
Score: -460423616.000000 Penalty: 106492.335938
21->29 Clusters: Score -460423616.000000, best is -460329632.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1524635 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 72361 members 
Mstep: Class 3 contains 72758 members 
Mstep: Class 4 contains 72532 members 
Mstep: Class 5 contains 72412 members 
Mstep: Class 6 contains 72291 members 
Mstep: Class 7 contains 72659 members 
Mstep: Class 8 contains 73186 members 
Mstep: Class 9 contains 72554 members 
Mstep: Class 10 contains 72879 members 
Mstep: Class 11 contains 72322 members 
Mstep: Class 12 contains 72107 members 
Mstep: Class 13 contains 72564 members 
Mstep: Class 14 contains 72746 members 
Mstep: Class 15 contains 73440 members 
Mstep: Class 16 contains 72618 members 
Mstep: Class 17 contains 72821 members 
Mstep: Class 18 contains 72669 members 
Mstep: Class 19 contains 72392 members 
Mstep: Class 20 contains 72645 members 
Mstep: Class 21 contains 72267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 228.395203 but Gain 3530.843750
Score: -151054656.000000 Penalty: 70616.835938
Iteration 0F: 21 clusters Score -1.510547e+08 nChanged 1447111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3376 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 362617 members 
Mstep: Class 5 contains 45034 members 
Mstep: Class 6 contains 16888 members 
Mstep: Class 7 contains 13120 members 
Mstep: Class 8 contains 23989 members 
Mstep: Class 9 contains 67015 members 
Mstep: Class 10 contains 18671 members 
Mstep: Class 11 contains 54048 members 
Mstep: Class 12 contains 132390 members 
Mstep: Class 13 contains 23414 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 37258 members 
Mstep: Class 16 contains 346690 members 
Mstep: Class 17 contains 22442 members 
Mstep: Class 18 contains 177914 members 
Mstep: Class 19 contains 41145 members 
Mstep: Class 20 contains 11174 members 
Mstep: Class 21 contains 52546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156428032.000000 Penalty: 70616.835938
Iteration 1F: 21 clusters Score -1.56428e+08 nChanged 474819
Entering Unmasked Mstep 
Mstep: Class 0 contains 2834 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 479891 members 
Mstep: Class 5 contains 29614 members 
Mstep: Class 6 contains 19195 members 
Mstep: Class 7 contains 5118 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 51557 members 
Mstep: Class 10 contains 11531 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 115721 members 
Mstep: Class 13 contains 18557 members 
Mstep: Class 14 contains 12979 members 
Mstep: Class 15 contains 18652 members 
Mstep: Class 16 contains 428993 members 
Mstep: Class 17 contains 12221 members 
Mstep: Class 18 contains 164926 members 
Mstep: Class 19 contains 30436 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 33832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2025.117676 but Gain 3530.843750
Score: -156898096.000000 Penalty: 67085.992188
Iteration 2F: 20 clusters Score -1.568981e+08 nChanged 286302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2438 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 500168 members 
Mstep: Class 5 contains 19108 members 
Mstep: Class 6 contains 24380 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 39802 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 44455 members 
Mstep: Class 12 contains 112948 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 9856 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 472445 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 171676 members 
Mstep: Class 19 contains 32891 members 
Mstep: Class 21 contains 23383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107936.000000 Penalty: 67085.992188
Iteration 3F: 20 clusters Score -1.571079e+08 nChanged 205092
Entering Unmasked Mstep 
Mstep: Class 0 contains 1794 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 490126 members 
Mstep: Class 5 contains 12220 members 
Mstep: Class 6 contains 23683 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 31677 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 51407 members 
Mstep: Class 12 contains 117611 members 
Mstep: Class 13 contains 18290 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 482709 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 197308 members 
Mstep: Class 19 contains 36434 members 
Mstep: Class 21 contains 18478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157348320.000000 Penalty: 67085.992188
Iteration 4F: 20 clusters Score -1.573483e+08 nChanged 179267
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 474527 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 22540 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 25453 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 55802 members 
Mstep: Class 12 contains 125186 members 
Mstep: Class 13 contains 17596 members 
Mstep: Class 14 contains 8369 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 468622 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 238237 members 
Mstep: Class 19 contains 37245 members 
Mstep: Class 21 contains 16856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2914.791260 but Gain 3530.839844
Score: -157532480.000000 Penalty: 63555.152344
Iteration 5F: 19 clusters Score -1.575325e+08 nChanged 171724
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 452641 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 22287 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 2133 members 
Mstep: Class 9 contains 20001 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 58184 members 
Mstep: Class 12 contains 133198 members 
Mstep: Class 13 contains 17326 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 16 contains 442362 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 292495 members 
Mstep: Class 19 contains 36754 members 
Mstep: Class 21 contains 16989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694944.000000 Penalty: 63555.152344
Iteration 6F: 19 clusters Score -1.576949e+08 nChanged 163337
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 425724 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 21797 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 15018 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 57762 members 
Mstep: Class 12 contains 139570 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 9328 members 
Mstep: Class 16 contains 409738 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 355634 members 
Mstep: Class 19 contains 34634 members 
Mstep: Class 21 contains 17945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157841392.000000 Penalty: 63555.152344
Iteration 7F: 19 clusters Score -1.578414e+08 nChanged 160543
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 396342 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 21431 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 11234 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 56428 members 
Mstep: Class 12 contains 147020 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 10154 members 
Mstep: Class 16 contains 369549 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 425083 members 
Mstep: Class 19 contains 32275 members 
Mstep: Class 21 contains 19312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157947072.000000 Penalty: 63555.152344
Iteration 8F: 19 clusters Score -1.579471e+08 nChanged 149274
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 369502 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 21190 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 56232 members 
Mstep: Class 12 contains 157311 members 
Mstep: Class 13 contains 17646 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 16 contains 332185 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 481812 members 
Mstep: Class 19 contains 30613 members 
Mstep: Class 21 contains 20391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158018144.000000 Penalty: 63555.152344
Iteration 9F: 19 clusters Score -1.580181e+08 nChanged 120365
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 348662 members 
Mstep: Class 5 contains 3855 members 
Mstep: Class 6 contains 21091 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 57090 members 
Mstep: Class 12 contains 168566 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 12096 members 
Mstep: Class 16 contains 314476 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 509426 members 
Mstep: Class 19 contains 29524 members 
Mstep: Class 21 contains 20459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158071968.000000 Penalty: 63555.152344
Iteration 10F: 19 clusters Score -1.58072e+08 nChanged 98447
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 332268 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 21184 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 7357 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 58043 members 
Mstep: Class 12 contains 180423 members 
Mstep: Class 13 contains 18708 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 16 contains 311307 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 517108 members 
Mstep: Class 19 contains 28531 members 
Mstep: Class 21 contains 19991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158107024.000000 Penalty: 63555.152344
Iteration 11F: 19 clusters Score -1.58107e+08 nChanged 78406
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 319567 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 21380 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6964 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 58697 members 
Mstep: Class 12 contains 192462 members 
Mstep: Class 13 contains 19214 members 
Mstep: Class 14 contains 14010 members 
Mstep: Class 16 contains 314735 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 514255 members 
Mstep: Class 19 contains 27557 members 
Mstep: Class 21 contains 19460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158129776.000000 Penalty: 63555.152344
Iteration 12F: 19 clusters Score -1.581298e+08 nChanged 64277
Entering Unmasked Mstep 
Mstep: Class 0 contains 452 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 309233 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 21568 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6699 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 59146 members 
Mstep: Class 12 contains 204426 members 
Mstep: Class 13 contains 19696 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 16 contains 321217 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 506019 members 
Mstep: Class 19 contains 26589 members 
Mstep: Class 21 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158143744.000000 Penalty: 63555.152344
Iteration 13Q: 19 clusters Score -1.581437e+08 nChanged 53766
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 299630 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 21717 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 59497 members 
Mstep: Class 12 contains 217343 members 
Mstep: Class 13 contains 20069 members 
Mstep: Class 14 contains 15462 members 
Mstep: Class 16 contains 329167 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 494381 members 
Mstep: Class 19 contains 25745 members 
Mstep: Class 21 contains 18973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158156960.000000 Penalty: 63555.152344
Iteration 14Q: 19 clusters Score -1.58157e+08 nChanged 47675
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 290545 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 21784 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6273 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 11 contains 59753 members 
Mstep: Class 12 contains 231760 members 
Mstep: Class 13 contains 20356 members 
Mstep: Class 14 contains 15928 members 
Mstep: Class 16 contains 336855 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 480963 members 
Mstep: Class 19 contains 24976 members 
Mstep: Class 21 contains 19201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158166544.000000 Penalty: 63555.152344
Iteration 15Q: 19 clusters Score -1.581665e+08 nChanged 44744
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 282400 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 11 contains 59988 members 
Mstep: Class 12 contains 247054 members 
Mstep: Class 13 contains 20578 members 
Mstep: Class 14 contains 16290 members 
Mstep: Class 16 contains 342959 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 467109 members 
Mstep: Class 19 contains 24275 members 
Mstep: Class 21 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158173728.000000 Penalty: 63555.152344
Iteration 16Q: 19 clusters Score -1.581737e+08 nChanged 42047
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 860 members 
Mstep: Class 3 contains 275793 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 21853 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 60253 members 
Mstep: Class 12 contains 262774 members 
Mstep: Class 13 contains 20768 members 
Mstep: Class 14 contains 16520 members 
Mstep: Class 16 contains 346191 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 454086 members 
Mstep: Class 19 contains 23677 members 
Mstep: Class 21 contains 20160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158180912.000000 Penalty: 63555.152344
Iteration 17Q: 19 clusters Score -1.581809e+08 nChanged 38983
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 270406 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 21831 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5776 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 60551 members 
Mstep: Class 12 contains 278787 members 
Mstep: Class 13 contains 20914 members 
Mstep: Class 14 contains 16678 members 
Mstep: Class 16 contains 346375 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 442407 members 
Mstep: Class 19 contains 23215 members 
Mstep: Class 21 contains 20754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158191168.000000 Penalty: 63555.152344
Iteration 18Q: 19 clusters Score -1.581912e+08 nChanged 36426
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 265876 members 
Mstep: Class 5 contains 5127 members 
Mstep: Class 6 contains 21781 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 441 members 
Mstep: Class 11 contains 60786 members 
Mstep: Class 12 contains 294574 members 
Mstep: Class 13 contains 21056 members 
Mstep: Class 14 contains 16725 members 
Mstep: Class 16 contains 344269 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 432371 members 
Mstep: Class 19 contains 22852 members 
Mstep: Class 21 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158199296.000000 Penalty: 63555.152344
Iteration 19Q: 19 clusters Score -1.581993e+08 nChanged 33646
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 262156 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 21757 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 443 members 
Mstep: Class 11 contains 61011 members 
Mstep: Class 12 contains 309470 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 16666 members 
Mstep: Class 16 contains 340565 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 18 contains 424080 members 
Mstep: Class 19 contains 22451 members 
Mstep: Class 21 contains 22012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158207264.000000 Penalty: 63555.152344
Iteration 20F: 19 clusters Score -1.582073e+08 nChanged 31229
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 258761 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 21730 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 61193 members 
Mstep: Class 12 contains 323366 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 16584 members 
Mstep: Class 16 contains 336197 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 417087 members 
Mstep: Class 19 contains 22070 members 
Mstep: Class 21 contains 22657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158215008.000000 Penalty: 63555.152344
Iteration 21Q: 19 clusters Score -1.58215e+08 nChanged 30952
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 255463 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 21694 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 474 members 
Mstep: Class 11 contains 61377 members 
Mstep: Class 12 contains 337513 members 
Mstep: Class 13 contains 21441 members 
Mstep: Class 14 contains 16516 members 
Mstep: Class 16 contains 331119 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 410375 members 
Mstep: Class 19 contains 21713 members 
Mstep: Class 21 contains 23282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158218672.000000 Penalty: 63555.152344
Iteration 22Q: 19 clusters Score -1.582187e+08 nChanged 32280
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 251918 members 
Mstep: Class 5 contains 7094 members 
Mstep: Class 6 contains 21683 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 61524 members 
Mstep: Class 12 contains 351177 members 
Mstep: Class 13 contains 21605 members 
Mstep: Class 14 contains 16437 members 
Mstep: Class 16 contains 326221 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 404110 members 
Mstep: Class 19 contains 21377 members 
Mstep: Class 21 contains 23893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158221824.000000 Penalty: 63555.152344
Iteration 23Q: 19 clusters Score -1.582218e+08 nChanged 33418
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 248686 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 21746 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 61592 members 
Mstep: Class 12 contains 362616 members 
Mstep: Class 13 contains 21767 members 
Mstep: Class 14 contains 16395 members 
Mstep: Class 16 contains 321703 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 399174 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 21 contains 24554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158222736.000000 Penalty: 63555.152344
Iteration 24Q: 19 clusters Score -1.582227e+08 nChanged 34042
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 246754 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 21830 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5961 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 61712 members 
Mstep: Class 12 contains 368843 members 
Mstep: Class 13 contains 21905 members 
Mstep: Class 14 contains 16389 members 
Mstep: Class 16 contains 318201 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 396949 members 
Mstep: Class 19 contains 20614 members 
Mstep: Class 21 contains 25238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158224208.000000 Penalty: 63555.152344
Iteration 25Q: 19 clusters Score -1.582242e+08 nChanged 32409
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 246230 members 
Mstep: Class 5 contains 8947 members 
Mstep: Class 6 contains 21935 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 61904 members 
Mstep: Class 12 contains 369114 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 16 contains 316708 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 397250 members 
Mstep: Class 19 contains 20198 members 
Mstep: Class 21 contains 25879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158226368.000000 Penalty: 63555.152344
Iteration 26Q: 19 clusters Score -1.582264e+08 nChanged 28752
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 246517 members 
Mstep: Class 5 contains 9494 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 62161 members 
Mstep: Class 12 contains 365073 members 
Mstep: Class 13 contains 22133 members 
Mstep: Class 14 contains 16261 members 
Mstep: Class 16 contains 317344 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 18 contains 398972 members 
Mstep: Class 19 contains 19810 members 
Mstep: Class 21 contains 26403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158232032.000000 Penalty: 63555.152344
Iteration 27Q: 19 clusters Score -1.58232e+08 nChanged 24336
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 247177 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 22232 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 62471 members 
Mstep: Class 12 contains 358717 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 16 contains 319588 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 400971 members 
Mstep: Class 19 contains 19486 members 
Mstep: Class 21 contains 26931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158236192.000000 Penalty: 63555.152344
Iteration 28Q: 19 clusters Score -1.582362e+08 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 248066 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 22435 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 62810 members 
Mstep: Class 12 contains 351640 members 
Mstep: Class 13 contains 22252 members 
Mstep: Class 14 contains 16157 members 
Mstep: Class 16 contains 322801 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 402515 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 21 contains 27346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158239936.000000 Penalty: 63555.152344
Iteration 29Q: 19 clusters Score -1.582399e+08 nChanged 17465
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 248954 members 
Mstep: Class 5 contains 10722 members 
Mstep: Class 6 contains 22647 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 7456 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63125 members 
Mstep: Class 12 contains 344827 members 
Mstep: Class 13 contains 22309 members 
Mstep: Class 14 contains 16114 members 
Mstep: Class 16 contains 326580 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 403462 members 
Mstep: Class 19 contains 18941 members 
Mstep: Class 21 contains 27742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158243728.000000 Penalty: 63555.152344
Iteration 30Q: 19 clusters Score -1.582437e+08 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 249999 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 22852 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 7681 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63400 members 
Mstep: Class 12 contains 337836 members 
Mstep: Class 13 contains 22374 members 
Mstep: Class 14 contains 16049 members 
Mstep: Class 16 contains 330422 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 404376 members 
Mstep: Class 19 contains 18695 members 
Mstep: Class 21 contains 28174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158244928.000000 Penalty: 63555.152344
Iteration 31Q: 19 clusters Score -1.582449e+08 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 251242 members 
Mstep: Class 5 contains 11287 members 
Mstep: Class 6 contains 23039 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63660 members 
Mstep: Class 12 contains 331346 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 16019 members 
Mstep: Class 16 contains 333755 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 405040 members 
Mstep: Class 19 contains 18428 members 
Mstep: Class 21 contains 28667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158248016.000000 Penalty: 63555.152344
Iteration 32Q: 19 clusters Score -1.58248e+08 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 252605 members 
Mstep: Class 5 contains 11533 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 8145 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63908 members 
Mstep: Class 12 contains 325797 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 15968 members 
Mstep: Class 16 contains 336206 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 405475 members 
Mstep: Class 19 contains 18148 members 
Mstep: Class 21 contains 29224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158249712.000000 Penalty: 63555.152344
Iteration 33Q: 19 clusters Score -1.582497e+08 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 254101 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 23451 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64113 members 
Mstep: Class 12 contains 321079 members 
Mstep: Class 13 contains 22551 members 
Mstep: Class 14 contains 15902 members 
Mstep: Class 16 contains 337576 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 405937 members 
Mstep: Class 19 contains 17908 members 
Mstep: Class 21 contains 29819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158251648.000000 Penalty: 63555.152344
Iteration 34Q: 19 clusters Score -1.582516e+08 nChanged 15420
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 255719 members 
Mstep: Class 5 contains 11984 members 
Mstep: Class 6 contains 23674 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64283 members 
Mstep: Class 12 contains 317191 members 
Mstep: Class 13 contains 22608 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 16 contains 337928 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 406417 members 
Mstep: Class 19 contains 17664 members 
Mstep: Class 21 contains 30449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158252480.000000 Penalty: 63555.152344
Iteration 35Q: 19 clusters Score -1.582525e+08 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 257256 members 
Mstep: Class 5 contains 12201 members 
Mstep: Class 6 contains 23876 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 8773 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64413 members 
Mstep: Class 12 contains 313876 members 
Mstep: Class 13 contains 22650 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 16 contains 337710 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 406962 members 
Mstep: Class 19 contains 17433 members 
Mstep: Class 21 contains 31154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158253440.000000 Penalty: 63555.152344
Iteration 36Q: 19 clusters Score -1.582534e+08 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 258782 members 
Mstep: Class 5 contains 12387 members 
Mstep: Class 6 contains 24065 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64549 members 
Mstep: Class 12 contains 311112 members 
Mstep: Class 13 contains 22707 members 
Mstep: Class 14 contains 15659 members 
Mstep: Class 16 contains 337101 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407402 members 
Mstep: Class 19 contains 17210 members 
Mstep: Class 21 contains 31827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158255104.000000 Penalty: 63555.152344
Iteration 37Q: 19 clusters Score -1.582551e+08 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 260330 members 
Mstep: Class 5 contains 12531 members 
Mstep: Class 6 contains 24209 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 9141 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64721 members 
Mstep: Class 12 contains 308812 members 
Mstep: Class 13 contains 22764 members 
Mstep: Class 14 contains 15575 members 
Mstep: Class 16 contains 336036 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407715 members 
Mstep: Class 19 contains 16995 members 
Mstep: Class 21 contains 32532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158257120.000000 Penalty: 63555.152344
Iteration 38Q: 19 clusters Score -1.582571e+08 nChanged 13892
Entering ConstructFrom: 
Score: -158257120.000000 Penalty: 63555.152344
Entering ConstructFrom: 
Trying to split cluster 1 (6687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Entering Unmasked Estep 
Score: -730562.937500 Penalty: 2184.364258
	Iteration 0F: 2 clusters Score -730562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -724981.750000 Penalty: 4368.728516
	Iteration 0F: 3 clusters Score -724981.8 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -726411.625000 Penalty: 4368.728516
	Iteration 1F: 3 clusters Score -726411.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -726632.437500 Penalty: 4368.728516
	Iteration 2F: 3 clusters Score -726632.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -726756.375000 Penalty: 4368.728516
	Iteration 3Q: 3 clusters Score -726756.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -726859.500000 Penalty: 4368.728516
	Iteration 4Q: 3 clusters Score -726859.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -726951.312500 Penalty: 4368.728516
	Iteration 5Q: 3 clusters Score -726951.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -727048.562500 Penalty: 4368.728516
	Iteration 6Q: 3 clusters Score -727048.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -727127.812500 Penalty: 4368.728516
	Iteration 7Q: 3 clusters Score -727127.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -727214.625000 Penalty: 4368.728516
	Iteration 8Q: 3 clusters Score -727214.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -727305.062500 Penalty: 4368.728516
	Iteration 9Q: 3 clusters Score -727305.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -727411.687500 Penalty: 4368.728516
	Iteration 10Q: 3 clusters Score -727411.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -727543.000000 Penalty: 4368.728516
	Iteration 11Q: 3 clusters Score -727543 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -727672.250000 Penalty: 4368.728516
	Iteration 12Q: 3 clusters Score -727672.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -727814.375000 Penalty: 4368.728516
	Iteration 13Q: 3 clusters Score -727814.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -727958.750000 Penalty: 4368.728516
	Iteration 14Q: 3 clusters Score -727958.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -728121.625000 Penalty: 4368.728516
	Iteration 15Q: 3 clusters Score -728121.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -728267.687500 Penalty: 4368.728516
	Iteration 16Q: 3 clusters Score -728267.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -728393.437500 Penalty: 4368.728516
	Iteration 17Q: 3 clusters Score -728393.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -728476.625000 Penalty: 4368.728516
	Iteration 18Q: 3 clusters Score -728476.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -728531.687500 Penalty: 4368.728516
	Iteration 19Q: 3 clusters Score -728531.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -728561.000000 Penalty: 4368.728516
	Iteration 20F: 3 clusters Score -728561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -728583.000000 Penalty: 4368.728516
	Iteration 21Q: 3 clusters Score -728583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -728598.000000 Penalty: 4368.728516
	Iteration 22Q: 3 clusters Score -728598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -728613.437500 Penalty: 4368.728516
	Iteration 23Q: 3 clusters Score -728613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -728625.812500 Penalty: 4368.728516
	Iteration 24Q: 3 clusters Score -728625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -728630.375000 Penalty: 4368.728516
	Iteration 25Q: 3 clusters Score -728630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -728633.562500 Penalty: 4368.728516
	Iteration 26Q: 3 clusters Score -728633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -728635.562500 Penalty: 4368.728516
	Iteration 27Q: 3 clusters Score -728635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -728636.000000 Penalty: 4368.728516
	Iteration 28Q: 3 clusters Score -728636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -728636.250000 Penalty: 4368.728516
	Iteration 29Q: 3 clusters Score -728636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -728637.750000 Penalty: 4368.728516
	Iteration 30Q: 3 clusters Score -728637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -728637.750000 Penalty: 4368.728516
	Iteration 31F: 3 clusters Score -728637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -105841.992188 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -105842 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 585 members 
Entering Unmasked Estep 
Score: -103873.835938 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -103873.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104195.984375 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -104196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104341.445312 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -104341.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104401.492188 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -104401.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104443.781250 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -104443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104470.445312 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -104470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104496.867188 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -104496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104522.773438 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -104522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104541.234375 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -104541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -104553.859375 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -104553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -104568.179688 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -104568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104582.054688 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -104582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -104592.234375 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -104592.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -104602.734375 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -104602.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -104614.632812 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -104614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -104624.070312 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -104624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -104629.054688 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -104629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104635.007812 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -104635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -104642.507812 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -104642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104652.070312 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -104652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -104656.898438 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -104656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -104658.898438 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -104658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -104659.960938 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -104660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -104663.335938 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -104663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -104667.117188 Penalty: 3472.617676
	Iteration 24Q: 3 clusters Score -104667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -104673.273438 Penalty: 3472.617676
	Iteration 25Q: 3 clusters Score -104673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -104675.695312 Penalty: 3472.617676
	Iteration 26Q: 3 clusters Score -104675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -104677.179688 Penalty: 3472.617676
	Iteration 27Q: 3 clusters Score -104677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -104678.664062 Penalty: 3472.617676
	Iteration 28Q: 3 clusters Score -104678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104679.023438 Penalty: 3472.617676
	Iteration 29Q: 3 clusters Score -104679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104679.023438 Penalty: 3472.617676
	Iteration 30F: 3 clusters Score -104679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (261996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261996 members 
Entering Unmasked Estep 
Score: -27866108.000000 Penalty: 3094.069092
	Iteration 0F: 2 clusters Score -2.786611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130839 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -27695316.000000 Penalty: 6188.138184
	Iteration 0F: 3 clusters Score -2.769532e+07 nChanged 126623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126016 members 
Mstep: Class 2 contains 135980 members 
Entering Unmasked Estep 
Score: -27772158.000000 Penalty: 6188.138184
	Iteration 1F: 3 clusters Score -2.777216e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123001 members 
Mstep: Class 2 contains 138995 members 
Entering Unmasked Estep 
Score: -27775006.000000 Penalty: 6188.138184
	Iteration 2Q: 3 clusters Score -2.777501e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -27779736.000000 Penalty: 6188.138184
	Iteration 3Q: 3 clusters Score -2.777974e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -27787580.000000 Penalty: 6188.138184
	Iteration 4F: 3 clusters Score -2.778758e+07 nChanged 16622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 158882 members 
Entering Unmasked Estep 
Score: -27798932.000000 Penalty: 6188.138184
	Iteration 5F: 3 clusters Score -2.779893e+07 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -27813624.000000 Penalty: 6188.138184
	Iteration 6F: 3 clusters Score -2.781362e+07 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 176628 members 
Entering Unmasked Estep 
Score: -27827048.000000 Penalty: 6188.138184
	Iteration 7F: 3 clusters Score -2.782705e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -27835126.000000 Penalty: 6188.138184
	Iteration 8F: 3 clusters Score -2.783513e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 187230 members 
Entering Unmasked Estep 
Score: -27838536.000000 Penalty: 6188.138184
	Iteration 9Q: 3 clusters Score -2.783854e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -27840236.000000 Penalty: 6188.138184
	Iteration 10Q: 3 clusters Score -2.784024e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 195581 members 
Entering Unmasked Estep 
Score: -27841660.000000 Penalty: 6188.138184
	Iteration 11Q: 3 clusters Score -2.784166e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 199689 members 
Entering Unmasked Estep 
Score: -27843272.000000 Penalty: 6188.138184
	Iteration 12Q: 3 clusters Score -2.784327e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 203752 members 
Entering Unmasked Estep 
Score: -27844746.000000 Penalty: 6188.138184
	Iteration 13Q: 3 clusters Score -2.784475e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 207719 members 
Entering Unmasked Estep 
Score: -27846094.000000 Penalty: 6188.138184
	Iteration 14Q: 3 clusters Score -2.784609e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 211715 members 
Entering Unmasked Estep 
Score: -27847466.000000 Penalty: 6188.138184
	Iteration 15Q: 3 clusters Score -2.784747e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 215724 members 
Entering Unmasked Estep 
Score: -27848890.000000 Penalty: 6188.138184
	Iteration 16Q: 3 clusters Score -2.784889e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 219507 members 
Entering Unmasked Estep 
Score: -27850318.000000 Penalty: 6188.138184
	Iteration 17Q: 3 clusters Score -2.785032e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 223122 members 
Entering Unmasked Estep 
Score: -27851864.000000 Penalty: 6188.138184
	Iteration 18Q: 3 clusters Score -2.785186e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 226544 members 
Entering Unmasked Estep 
Score: -27853526.000000 Penalty: 6188.138184
	Iteration 19Q: 3 clusters Score -2.785353e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 229838 members 
Entering Unmasked Estep 
Score: -27855090.000000 Penalty: 6188.138184
	Iteration 20F: 3 clusters Score -2.785509e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 232932 members 
Entering Unmasked Estep 
Score: -27856660.000000 Penalty: 6188.138184
	Iteration 21Q: 3 clusters Score -2.785666e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 235831 members 
Entering Unmasked Estep 
Score: -27858270.000000 Penalty: 6188.138184
	Iteration 22Q: 3 clusters Score -2.785827e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 238384 members 
Entering Unmasked Estep 
Score: -27859370.000000 Penalty: 6188.138184
	Iteration 23Q: 3 clusters Score -2.785937e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 240561 members 
Entering Unmasked Estep 
Score: -27860234.000000 Penalty: 6188.138184
	Iteration 24Q: 3 clusters Score -2.786023e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 242492 members 
Entering Unmasked Estep 
Score: -27861124.000000 Penalty: 6188.138184
	Iteration 25Q: 3 clusters Score -2.786112e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 244246 members 
Entering Unmasked Estep 
Score: -27862038.000000 Penalty: 6188.138184
	Iteration 26Q: 3 clusters Score -2.786204e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 245792 members 
Entering Unmasked Estep 
Score: -27862634.000000 Penalty: 6188.138184
	Iteration 27Q: 3 clusters Score -2.786263e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 247178 members 
Entering Unmasked Estep 
Score: -27863048.000000 Penalty: 6188.138184
	Iteration 28Q: 3 clusters Score -2.786305e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 248437 members 
Entering Unmasked Estep 
Score: -27863538.000000 Penalty: 6188.138184
	Iteration 29Q: 3 clusters Score -2.786354e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 249596 members 
Entering Unmasked Estep 
Score: -27863896.000000 Penalty: 6188.138184
	Iteration 30Q: 3 clusters Score -2.78639e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 250637 members 
Entering Unmasked Estep 
Score: -27864298.000000 Penalty: 6188.138184
	Iteration 31Q: 3 clusters Score -2.78643e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 251570 members 
Entering Unmasked Estep 
Score: -27864468.000000 Penalty: 6188.138184
	Iteration 32Q: 3 clusters Score -2.786447e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 252402 members 
Entering Unmasked Estep 
Score: -27864696.000000 Penalty: 6188.138184
	Iteration 33Q: 3 clusters Score -2.78647e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 253097 members 
Entering Unmasked Estep 
Score: -27864852.000000 Penalty: 6188.138184
	Iteration 34Q: 3 clusters Score -2.786485e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 253695 members 
Entering Unmasked Estep 
Score: -27864932.000000 Penalty: 6188.138184
	Iteration 35Q: 3 clusters Score -2.786493e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 254183 members 
Entering Unmasked Estep 
Score: -27864954.000000 Penalty: 6188.138184
	Iteration 36Q: 3 clusters Score -2.786495e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 254605 members 
Entering Unmasked Estep 
Score: -27864938.000000 Penalty: 6188.138184
	Iteration 37Q: 3 clusters Score -2.786494e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 254948 members 
Entering Unmasked Estep 
Score: -27865032.000000 Penalty: 6188.138184
	Iteration 38Q: 3 clusters Score -2.786503e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 255232 members 
Entering Unmasked Estep 
Score: -27865006.000000 Penalty: 6188.138184
	Iteration 39Q: 3 clusters Score -2.786501e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 255465 members 
Entering Unmasked Estep 
Score: -27864984.000000 Penalty: 6188.138184
	Iteration 40F: 3 clusters Score -2.786498e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 255674 members 
Entering Unmasked Estep 
Score: -27864990.000000 Penalty: 6188.138184
	Iteration 41Q: 3 clusters Score -2.786499e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 255865 members 
Entering Unmasked Estep 
Score: -27865044.000000 Penalty: 6188.138184
	Iteration 42Q: 3 clusters Score -2.786504e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 256035 members 
Entering Unmasked Estep 
Score: -27865104.000000 Penalty: 6188.138184
	Iteration 43Q: 3 clusters Score -2.78651e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 256182 members 
Entering Unmasked Estep 
Score: -27865160.000000 Penalty: 6188.138184
	Iteration 44Q: 3 clusters Score -2.786516e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 256317 members 
Entering Unmasked Estep 
Score: -27865150.000000 Penalty: 6188.138184
	Iteration 45Q: 3 clusters Score -2.786515e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 256429 members 
Entering Unmasked Estep 
Score: -27865162.000000 Penalty: 6188.138184
	Iteration 46Q: 3 clusters Score -2.786516e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 256537 members 
Entering Unmasked Estep 
Score: -27865172.000000 Penalty: 6188.138184
	Iteration 47Q: 3 clusters Score -2.786517e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 256635 members 
Entering Unmasked Estep 
Score: -27865152.000000 Penalty: 6188.138184
	Iteration 48Q: 3 clusters Score -2.786515e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 256723 members 
Entering Unmasked Estep 
Score: -27865144.000000 Penalty: 6188.138184
	Iteration 49Q: 3 clusters Score -2.786514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 256798 members 
Entering Unmasked Estep 
Score: -27865166.000000 Penalty: 6188.138184
	Iteration 50Q: 3 clusters Score -2.786517e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 256856 members 
Entering Unmasked Estep 
Score: -27865186.000000 Penalty: 6188.138184
	Iteration 51Q: 3 clusters Score -2.786519e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 256913 members 
Entering Unmasked Estep 
Score: -27865172.000000 Penalty: 6188.138184
	Iteration 52Q: 3 clusters Score -2.786517e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 256964 members 
Entering Unmasked Estep 
Score: -27865188.000000 Penalty: 6188.138184
	Iteration 53Q: 3 clusters Score -2.786519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 257008 members 
Entering Unmasked Estep 
Score: -27865214.000000 Penalty: 6188.138184
	Iteration 54Q: 3 clusters Score -2.786521e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 257054 members 
Entering Unmasked Estep 
Score: -27865192.000000 Penalty: 6188.138184
	Iteration 55Q: 3 clusters Score -2.786519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 257095 members 
Entering Unmasked Estep 
Score: -27865166.000000 Penalty: 6188.138184
	Iteration 56Q: 3 clusters Score -2.786517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 257131 members 
Entering Unmasked Estep 
Score: -27865148.000000 Penalty: 6188.138184
	Iteration 57Q: 3 clusters Score -2.786515e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 257159 members 
Entering Unmasked Estep 
Score: -27865176.000000 Penalty: 6188.138184
	Iteration 58Q: 3 clusters Score -2.786518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 257190 members 
Entering Unmasked Estep 
Score: -27865190.000000 Penalty: 6188.138184
	Iteration 59Q: 3 clusters Score -2.786519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 257218 members 
Entering Unmasked Estep 
Score: -27865184.000000 Penalty: 6188.138184
	Iteration 60F: 3 clusters Score -2.786518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 257242 members 
Entering Unmasked Estep 
Score: -27865220.000000 Penalty: 6188.138184
	Iteration 61Q: 3 clusters Score -2.786522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 257264 members 
Entering Unmasked Estep 
Score: -27865224.000000 Penalty: 6188.138184
	Iteration 62Q: 3 clusters Score -2.786522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 257279 members 
Entering Unmasked Estep 
Score: -27865228.000000 Penalty: 6188.138184
	Iteration 63Q: 3 clusters Score -2.786523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 257297 members 
Entering Unmasked Estep 
Score: -27865226.000000 Penalty: 6188.138184
	Iteration 64Q: 3 clusters Score -2.786523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 257303 members 
Entering Unmasked Estep 
Score: -27865214.000000 Penalty: 6188.138184
	Iteration 65Q: 3 clusters Score -2.786521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 257316 members 
Entering Unmasked Estep 
Score: -27865196.000000 Penalty: 6188.138184
	Iteration 66Q: 3 clusters Score -2.78652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 257324 members 
Entering Unmasked Estep 
Score: -27865204.000000 Penalty: 6188.138184
	Iteration 67Q: 3 clusters Score -2.78652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 257341 members 
Entering Unmasked Estep 
Score: -27865188.000000 Penalty: 6188.138184
	Iteration 68Q: 3 clusters Score -2.786519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 257355 members 
Entering Unmasked Estep 
Score: -27865188.000000 Penalty: 6188.138184
	Iteration 69Q: 3 clusters Score -2.786519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 257367 members 
Entering Unmasked Estep 
Score: -27865178.000000 Penalty: 6188.138184
	Iteration 70Q: 3 clusters Score -2.786518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 257381 members 
Entering Unmasked Estep 
Score: -27865180.000000 Penalty: 6188.138184
	Iteration 71Q: 3 clusters Score -2.786518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 257395 members 
Entering Unmasked Estep 
Score: -27865192.000000 Penalty: 6188.138184
	Iteration 72Q: 3 clusters Score -2.786519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 257408 members 
Entering Unmasked Estep 
Score: -27865194.000000 Penalty: 6188.138184
	Iteration 73Q: 3 clusters Score -2.786519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 257414 members 
Entering Unmasked Estep 
Score: -27865168.000000 Penalty: 6188.138184
	Iteration 74Q: 3 clusters Score -2.786517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 257416 members 
Entering Unmasked Estep 
Score: -27865174.000000 Penalty: 6188.138184
	Iteration 75Q: 3 clusters Score -2.786517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -27865182.000000 Penalty: 6188.138184
	Iteration 76Q: 3 clusters Score -2.786518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 257423 members 
Entering Unmasked Estep 
Score: -27865184.000000 Penalty: 6188.138184
	Iteration 77Q: 3 clusters Score -2.786518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 257428 members 
Entering Unmasked Estep 
Score: -27865186.000000 Penalty: 6188.138184
	Iteration 78Q: 3 clusters Score -2.786519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 257434 members 
Entering Unmasked Estep 
Score: -27865196.000000 Penalty: 6188.138184
	Iteration 79Q: 3 clusters Score -2.78652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 257441 members 
Entering Unmasked Estep 
Score: -27865196.000000 Penalty: 6188.138184
	Iteration 80F: 3 clusters Score -2.78652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 257445 members 
Entering Unmasked Estep 
Score: -27865196.000000 Penalty: 6188.138184
	Iteration 81Q: 3 clusters Score -2.78652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 257450 members 
Entering Unmasked Estep 
Score: -27865192.000000 Penalty: 6188.138184
	Iteration 82Q: 3 clusters Score -2.786519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 257454 members 
Entering Unmasked Estep 
Score: -27865202.000000 Penalty: 6188.138184
	Iteration 83Q: 3 clusters Score -2.78652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 257456 members 
Entering Unmasked Estep 
Score: -27865198.000000 Penalty: 6188.138184
	Iteration 84Q: 3 clusters Score -2.78652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 257457 members 
Entering Unmasked Estep 
Score: -27865198.000000 Penalty: 6188.138184
	Iteration 85Q: 3 clusters Score -2.78652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 257460 members 
Entering Unmasked Estep 
Score: -27865190.000000 Penalty: 6188.138184
	Iteration 86Q: 3 clusters Score -2.786519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 257463 members 
Entering Unmasked Estep 
Score: -27865196.000000 Penalty: 6188.138184
	Iteration 87Q: 3 clusters Score -2.78652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 257463 members 
Entering Unmasked Estep 
Score: -27865192.000000 Penalty: 6188.138184
	Iteration 88Q: 3 clusters Score -2.786519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 257466 members 
Entering Unmasked Estep 
Score: -27865196.000000 Penalty: 6188.138184
	Iteration 89Q: 3 clusters Score -2.78652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 257467 members 
Entering Unmasked Estep 
Score: -27865182.000000 Penalty: 6188.138184
	Iteration 90Q: 3 clusters Score -2.786518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 257468 members 
Entering Unmasked Estep 
Score: -27865172.000000 Penalty: 6188.138184
	Iteration 91Q: 3 clusters Score -2.786517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 257468 members 
Entering Unmasked Estep 
Score: -27865172.000000 Penalty: 6188.138184
	Iteration 92F: 3 clusters Score -2.786517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Entering Unmasked Estep 
Score: -1374409.125000 Penalty: 2341.991455
	Iteration 0F: 2 clusters Score -1374409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1365139.250000 Penalty: 4683.982910
	Iteration 0F: 3 clusters Score -1365139 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1368048.375000 Penalty: 4683.982910
	Iteration 1F: 3 clusters Score -1368048 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1368412.125000 Penalty: 4683.982910
	Iteration 2F: 3 clusters Score -1368412 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1368678.500000 Penalty: 4683.982910
	Iteration 3Q: 3 clusters Score -1368678 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1368917.750000 Penalty: 4683.982910
	Iteration 4Q: 3 clusters Score -1368918 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1369164.750000 Penalty: 4683.982910
	Iteration 5Q: 3 clusters Score -1369165 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1369468.625000 Penalty: 4683.982910
	Iteration 6Q: 3 clusters Score -1369469 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1369789.625000 Penalty: 4683.982910
	Iteration 7Q: 3 clusters Score -1369790 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1370134.625000 Penalty: 4683.982910
	Iteration 8Q: 3 clusters Score -1370135 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1370512.125000 Penalty: 4683.982910
	Iteration 9Q: 3 clusters Score -1370512 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1370897.125000 Penalty: 4683.982910
	Iteration 10Q: 3 clusters Score -1370897 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1371285.750000 Penalty: 4683.982910
	Iteration 11Q: 3 clusters Score -1371286 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1371604.000000 Penalty: 4683.982910
	Iteration 12Q: 3 clusters Score -1371604 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1371846.625000 Penalty: 4683.982910
	Iteration 13Q: 3 clusters Score -1371847 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1372027.875000 Penalty: 4683.982910
	Iteration 14Q: 3 clusters Score -1372028 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1372158.625000 Penalty: 4683.982910
	Iteration 15Q: 3 clusters Score -1372159 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1372240.125000 Penalty: 4683.982910
	Iteration 16Q: 3 clusters Score -1372240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1372307.125000 Penalty: 4683.982910
	Iteration 17Q: 3 clusters Score -1372307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1372355.250000 Penalty: 4683.982910
	Iteration 18Q: 3 clusters Score -1372355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1372397.875000 Penalty: 4683.982910
	Iteration 19Q: 3 clusters Score -1372398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1372428.125000 Penalty: 4683.982910
	Iteration 20F: 3 clusters Score -1372428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1372444.500000 Penalty: 4683.982910
	Iteration 21Q: 3 clusters Score -1372444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1372452.750000 Penalty: 4683.982910
	Iteration 22Q: 3 clusters Score -1372453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1372457.125000 Penalty: 4683.982910
	Iteration 23Q: 3 clusters Score -1372457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1372461.500000 Penalty: 4683.982910
	Iteration 24Q: 3 clusters Score -1372462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1372465.250000 Penalty: 4683.982910
	Iteration 25Q: 3 clusters Score -1372465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1372467.875000 Penalty: 4683.982910
	Iteration 26Q: 3 clusters Score -1372468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1372475.250000 Penalty: 4683.982910
	Iteration 27Q: 3 clusters Score -1372475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1372477.750000 Penalty: 4683.982910
	Iteration 28Q: 3 clusters Score -1372478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1372483.125000 Penalty: 4683.982910
	Iteration 29Q: 3 clusters Score -1372483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1372487.000000 Penalty: 4683.982910
	Iteration 30Q: 3 clusters Score -1372487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1372487.375000 Penalty: 4683.982910
	Iteration 31Q: 3 clusters Score -1372487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1372489.750000 Penalty: 4683.982910
	Iteration 32Q: 3 clusters Score -1372490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1372499.625000 Penalty: 4683.982910
	Iteration 33Q: 3 clusters Score -1372500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1372505.500000 Penalty: 4683.982910
	Iteration 34Q: 3 clusters Score -1372506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1372507.625000 Penalty: 4683.982910
	Iteration 35Q: 3 clusters Score -1372508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1372507.875000 Penalty: 4683.982910
	Iteration 36Q: 3 clusters Score -1372508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1372511.375000 Penalty: 4683.982910
	Iteration 37Q: 3 clusters Score -1372511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1372511.375000 Penalty: 4683.982910
	Iteration 38F: 3 clusters Score -1372511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Entering Unmasked Estep 
Score: -2455783.250000 Penalty: 2504.983154
	Iteration 0F: 2 clusters Score -2455783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2438850.500000 Penalty: 5009.966309
	Iteration 0F: 3 clusters Score -2438850 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2444666.750000 Penalty: 5009.966309
	Iteration 1F: 3 clusters Score -2444667 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2445065.750000 Penalty: 5009.966309
	Iteration 2Q: 3 clusters Score -2445066 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2445436.250000 Penalty: 5009.966309
	Iteration 3Q: 3 clusters Score -2445436 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2445774.500000 Penalty: 5009.966309
	Iteration 4Q: 3 clusters Score -2445774 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2446281.500000 Penalty: 5009.966309
	Iteration 5Q: 3 clusters Score -2446282 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2446993.750000 Penalty: 5009.966309
	Iteration 6Q: 3 clusters Score -2446994 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2448150.250000 Penalty: 5009.966309
	Iteration 7F: 3 clusters Score -2448150 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2449815.750000 Penalty: 5009.966309
	Iteration 8F: 3 clusters Score -2449816 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2451571.750000 Penalty: 5009.966309
	Iteration 9F: 3 clusters Score -2451572 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2452677.750000 Penalty: 5009.966309
	Iteration 10F: 3 clusters Score -2452678 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2453198.250000 Penalty: 5009.966309
	Iteration 11Q: 3 clusters Score -2453198 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2453381.000000 Penalty: 5009.966309
	Iteration 12Q: 3 clusters Score -2453381 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2453461.500000 Penalty: 5009.966309
	Iteration 13Q: 3 clusters Score -2453462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2453488.250000 Penalty: 5009.966309
	Iteration 14Q: 3 clusters Score -2453488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2453507.500000 Penalty: 5009.966309
	Iteration 15Q: 3 clusters Score -2453508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2453515.750000 Penalty: 5009.966309
	Iteration 16Q: 3 clusters Score -2453516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2453527.500000 Penalty: 5009.966309
	Iteration 17Q: 3 clusters Score -2453528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2453543.250000 Penalty: 5009.966309
	Iteration 18Q: 3 clusters Score -2453543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2453547.000000 Penalty: 5009.966309
	Iteration 19Q: 3 clusters Score -2453547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2453553.250000 Penalty: 5009.966309
	Iteration 20F: 3 clusters Score -2453553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2453559.000000 Penalty: 5009.966309
	Iteration 21Q: 3 clusters Score -2453559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2453556.250000 Penalty: 5009.966309
	Iteration 22Q: 3 clusters Score -2453556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2453556.250000 Penalty: 5009.966309
	Iteration 23Q: 3 clusters Score -2453556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2453563.750000 Penalty: 5009.966309
	Iteration 24Q: 3 clusters Score -2453564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2453572.750000 Penalty: 5009.966309
	Iteration 25Q: 3 clusters Score -2453573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2453584.000000 Penalty: 5009.966309
	Iteration 26Q: 3 clusters Score -2453584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2453587.500000 Penalty: 5009.966309
	Iteration 27Q: 3 clusters Score -2453588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2453593.500000 Penalty: 5009.966309
	Iteration 28Q: 3 clusters Score -2453594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2453591.250000 Penalty: 5009.966309
	Iteration 29Q: 3 clusters Score -2453591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2453594.750000 Penalty: 5009.966309
	Iteration 30Q: 3 clusters Score -2453595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2453607.750000 Penalty: 5009.966309
	Iteration 31Q: 3 clusters Score -2453608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2453616.000000 Penalty: 5009.966309
	Iteration 32Q: 3 clusters Score -2453616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2453616.500000 Penalty: 5009.966309
	Iteration 33Q: 3 clusters Score -2453616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2453627.500000 Penalty: 5009.966309
	Iteration 34Q: 3 clusters Score -2453628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2453628.250000 Penalty: 5009.966309
	Iteration 35Q: 3 clusters Score -2453628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2453639.000000 Penalty: 5009.966309
	Iteration 36Q: 3 clusters Score -2453639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2453640.750000 Penalty: 5009.966309
	Iteration 37Q: 3 clusters Score -2453641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2453642.250000 Penalty: 5009.966309
	Iteration 38Q: 3 clusters Score -2453642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2453657.500000 Penalty: 5009.966309
	Iteration 39Q: 3 clusters Score -2453658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2453660.000000 Penalty: 5009.966309
	Iteration 40F: 3 clusters Score -2453660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2453664.750000 Penalty: 5009.966309
	Iteration 41Q: 3 clusters Score -2453665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2453669.750000 Penalty: 5009.966309
	Iteration 42Q: 3 clusters Score -2453670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2453674.500000 Penalty: 5009.966309
	Iteration 43Q: 3 clusters Score -2453674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2453672.750000 Penalty: 5009.966309
	Iteration 44Q: 3 clusters Score -2453673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2453682.250000 Penalty: 5009.966309
	Iteration 45Q: 3 clusters Score -2453682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2453675.250000 Penalty: 5009.966309
	Iteration 46Q: 3 clusters Score -2453675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2453675.000000 Penalty: 5009.966309
	Iteration 47Q: 3 clusters Score -2453675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2453683.500000 Penalty: 5009.966309
	Iteration 48Q: 3 clusters Score -2453684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2453689.500000 Penalty: 5009.966309
	Iteration 49Q: 3 clusters Score -2453690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2453693.500000 Penalty: 5009.966309
	Iteration 50Q: 3 clusters Score -2453694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2453702.500000 Penalty: 5009.966309
	Iteration 51Q: 3 clusters Score -2453702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2453705.250000 Penalty: 5009.966309
	Iteration 52Q: 3 clusters Score -2453705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2453701.250000 Penalty: 5009.966309
	Iteration 53Q: 3 clusters Score -2453701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2453705.750000 Penalty: 5009.966309
	Iteration 54Q: 3 clusters Score -2453706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2453712.250000 Penalty: 5009.966309
	Iteration 55Q: 3 clusters Score -2453712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2453716.750000 Penalty: 5009.966309
	Iteration 56Q: 3 clusters Score -2453717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2453712.500000 Penalty: 5009.966309
	Iteration 57Q: 3 clusters Score -2453712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2453716.000000 Penalty: 5009.966309
	Iteration 58Q: 3 clusters Score -2453716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2453721.750000 Penalty: 5009.966309
	Iteration 59Q: 3 clusters Score -2453722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2453720.500000 Penalty: 5009.966309
	Iteration 60F: 3 clusters Score -2453720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2453719.500000 Penalty: 5009.966309
	Iteration 61Q: 3 clusters Score -2453720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2453721.750000 Penalty: 5009.966309
	Iteration 62Q: 3 clusters Score -2453722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2453720.750000 Penalty: 5009.966309
	Iteration 63Q: 3 clusters Score -2453721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2453721.000000 Penalty: 5009.966309
	Iteration 64Q: 3 clusters Score -2453721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2453719.250000 Penalty: 5009.966309
	Iteration 65Q: 3 clusters Score -2453719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2453713.500000 Penalty: 5009.966309
	Iteration 66Q: 3 clusters Score -2453714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2453715.750000 Penalty: 5009.966309
	Iteration 67Q: 3 clusters Score -2453716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2453714.000000 Penalty: 5009.966309
	Iteration 68Q: 3 clusters Score -2453714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2453717.000000 Penalty: 5009.966309
	Iteration 69Q: 3 clusters Score -2453717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2453720.250000 Penalty: 5009.966309
	Iteration 70Q: 3 clusters Score -2453720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2453720.750000 Penalty: 5009.966309
	Iteration 71Q: 3 clusters Score -2453721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2453726.750000 Penalty: 5009.966309
	Iteration 72Q: 3 clusters Score -2453727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2453724.750000 Penalty: 5009.966309
	Iteration 73Q: 3 clusters Score -2453725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2453726.750000 Penalty: 5009.966309
	Iteration 74Q: 3 clusters Score -2453727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2453731.500000 Penalty: 5009.966309
	Iteration 75Q: 3 clusters Score -2453732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2453734.500000 Penalty: 5009.966309
	Iteration 76Q: 3 clusters Score -2453734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2453731.250000 Penalty: 5009.966309
	Iteration 77Q: 3 clusters Score -2453731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2453732.500000 Penalty: 5009.966309
	Iteration 78Q: 3 clusters Score -2453732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2453738.750000 Penalty: 5009.966309
	Iteration 79Q: 3 clusters Score -2453739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2453733.500000 Penalty: 5009.966309
	Iteration 80F: 3 clusters Score -2453734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2453734.250000 Penalty: 5009.966309
	Iteration 81Q: 3 clusters Score -2453734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2453740.500000 Penalty: 5009.966309
	Iteration 82Q: 3 clusters Score -2453740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2453739.750000 Penalty: 5009.966309
	Iteration 83Q: 3 clusters Score -2453740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2453735.250000 Penalty: 5009.966309
	Iteration 84Q: 3 clusters Score -2453735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2453736.750000 Penalty: 5009.966309
	Iteration 85Q: 3 clusters Score -2453737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2453737.750000 Penalty: 5009.966309
	Iteration 86Q: 3 clusters Score -2453738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2453735.500000 Penalty: 5009.966309
	Iteration 87Q: 3 clusters Score -2453736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2453749.250000 Penalty: 5009.966309
	Iteration 88Q: 3 clusters Score -2453749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2453754.750000 Penalty: 5009.966309
	Iteration 89Q: 3 clusters Score -2453755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2453751.500000 Penalty: 5009.966309
	Iteration 90Q: 3 clusters Score -2453752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2453751.000000 Penalty: 5009.966309
	Iteration 91Q: 3 clusters Score -2453751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2453753.750000 Penalty: 5009.966309
	Iteration 92Q: 3 clusters Score -2453754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2453752.250000 Penalty: 5009.966309
	Iteration 93Q: 3 clusters Score -2453752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2453750.750000 Penalty: 5009.966309
	Iteration 94Q: 3 clusters Score -2453751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2453750.250000 Penalty: 5009.966309
	Iteration 95Q: 3 clusters Score -2453750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2453753.250000 Penalty: 5009.966309
	Iteration 96Q: 3 clusters Score -2453753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2453753.000000 Penalty: 5009.966309
	Iteration 97Q: 3 clusters Score -2453753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2453754.250000 Penalty: 5009.966309
	Iteration 98Q: 3 clusters Score -2453754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2453751.500000 Penalty: 5009.966309
	Iteration 99Q: 3 clusters Score -2453752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2453749.000000 Penalty: 5009.966309
	Iteration 100F: 3 clusters Score -2453749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2453751.250000 Penalty: 5009.966309
	Iteration 101Q: 3 clusters Score -2453751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2453752.750000 Penalty: 5009.966309
	Iteration 102Q: 3 clusters Score -2453753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2453754.750000 Penalty: 5009.966309
	Iteration 103Q: 3 clusters Score -2453755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2453753.750000 Penalty: 5009.966309
	Iteration 104Q: 3 clusters Score -2453754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2453754.250000 Penalty: 5009.966309
	Iteration 105Q: 3 clusters Score -2453754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2453755.000000 Penalty: 5009.966309
	Iteration 106Q: 3 clusters Score -2453755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2453749.000000 Penalty: 5009.966309
	Iteration 107Q: 3 clusters Score -2453749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2453752.750000 Penalty: 5009.966309
	Iteration 108Q: 3 clusters Score -2453753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2453754.000000 Penalty: 5009.966309
	Iteration 109Q: 3 clusters Score -2453754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2453754.500000 Penalty: 5009.966309
	Iteration 110Q: 3 clusters Score -2453754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2453754.500000 Penalty: 5009.966309
	Iteration 111F: 3 clusters Score -2453754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -237173.875000 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -237173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -234359.265625 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -234359.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -234944.468750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -234944.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -235163.796875 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -235163.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -235312.609375 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -235312.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -235455.750000 Penalty: 3841.521484
	Iteration 4F: 3 clusters Score -235455.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -235600.328125 Penalty: 3841.521484
	Iteration 5F: 3 clusters Score -235600.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -235732.609375 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -235732.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -235856.921875 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -235856.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -235954.000000 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -235954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -236046.390625 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -236046.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -236127.187500 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -236127.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236188.921875 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -236188.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -236264.578125 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -236264.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -236371.171875 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -236371.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -236585.890625 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -236585.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -236808.453125 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -236808.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -236930.171875 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -236930.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -236962.968750 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -236963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -236978.687500 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -236978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -236986.500000 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -236986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -236990.875000 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -236990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -236992.421875 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -236992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -236993.234375 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -236993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -236994.765625 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -236994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -236995.796875 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -236995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -236996.046875 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -236996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -236996.046875 Penalty: 3841.521484
	Iteration 26F: 3 clusters Score -236996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -186299.046875 Penalty: 1915.881836
	Iteration 0F: 2 clusters Score -186299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -183682.703125 Penalty: 3831.763672
	Iteration 0F: 3 clusters Score -183682.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -185523.859375 Penalty: 3831.763672
	Iteration 1F: 3 clusters Score -185523.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -187014.921875 Penalty: 3831.763672
	Iteration 2F: 3 clusters Score -187014.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188419.437500 Penalty: 3831.763672
	Iteration 3F: 3 clusters Score -188419.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -189224.859375 Penalty: 3831.763672
	Iteration 4F: 3 clusters Score -189224.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -189549.812500 Penalty: 3831.763672
	Iteration 5F: 3 clusters Score -189549.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -189759.125000 Penalty: 3831.763672
	Iteration 6Q: 3 clusters Score -189759.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -189896.265625 Penalty: 3831.763672
	Iteration 7Q: 3 clusters Score -189896.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -189957.750000 Penalty: 3831.763672
	Iteration 8Q: 3 clusters Score -189957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -190065.046875 Penalty: 3831.763672
	Iteration 9Q: 3 clusters Score -190065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -190107.703125 Penalty: 3831.763672
	Iteration 10Q: 3 clusters Score -190107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -190110.593750 Penalty: 3831.763672
	Iteration 11Q: 3 clusters Score -190110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -190112.500000 Penalty: 3831.763672
	Iteration 12F: 3 clusters Score -190112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -190114.234375 Penalty: 3831.763672
	Iteration 13Q: 3 clusters Score -190114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -190114.234375 Penalty: 3831.763672
	Iteration 14F: 3 clusters Score -190114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 261996 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 24361 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64857 members 
Mstep: Class 12 contains 306969 members 
Mstep: Class 13 contains 22794 members 
Mstep: Class 14 contains 15497 members 
Mstep: Class 16 contains 334740 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407752 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 21 contains 33230 members 
Entering Unmasked Estep 
Score: -158260816.000000 Penalty: 67085.992188
Splitting cluster 8 changes total score from -158257120.000000 to -158260816.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -1017997.062500 Penalty: 2266.939209
	Iteration 0F: 2 clusters Score -1017997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1010728.750000 Penalty: 4533.878418
	Iteration 0F: 3 clusters Score -1010729 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1012797.250000 Penalty: 4533.878418
	Iteration 1F: 3 clusters Score -1012797 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1013101.687500 Penalty: 4533.878418
	Iteration 2F: 3 clusters Score -1013102 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1013279.500000 Penalty: 4533.878418
	Iteration 3Q: 3 clusters Score -1013280 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1013408.812500 Penalty: 4533.878418
	Iteration 4Q: 3 clusters Score -1013409 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1013518.187500 Penalty: 4533.878418
	Iteration 5Q: 3 clusters Score -1013518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1013615.000000 Penalty: 4533.878418
	Iteration 6Q: 3 clusters Score -1013615 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1013695.375000 Penalty: 4533.878418
	Iteration 7Q: 3 clusters Score -1013695 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1013767.687500 Penalty: 4533.878418
	Iteration 8Q: 3 clusters Score -1013768 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1013850.250000 Penalty: 4533.878418
	Iteration 9Q: 3 clusters Score -1013850 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1013933.312500 Penalty: 4533.878418
	Iteration 10Q: 3 clusters Score -1013933 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1014025.625000 Penalty: 4533.878418
	Iteration 11Q: 3 clusters Score -1014026 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1014127.812500 Penalty: 4533.878418
	Iteration 12Q: 3 clusters Score -1014128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1014225.250000 Penalty: 4533.878418
	Iteration 13Q: 3 clusters Score -1014225 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1014335.687500 Penalty: 4533.878418
	Iteration 14Q: 3 clusters Score -1014336 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1014459.125000 Penalty: 4533.878418
	Iteration 15Q: 3 clusters Score -1014459 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1014610.750000 Penalty: 4533.878418
	Iteration 16Q: 3 clusters Score -1014611 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1014795.437500 Penalty: 4533.878418
	Iteration 17Q: 3 clusters Score -1014795 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1014976.375000 Penalty: 4533.878418
	Iteration 18Q: 3 clusters Score -1014976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1015107.000000 Penalty: 4533.878418
	Iteration 19Q: 3 clusters Score -1015107 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1015198.562500 Penalty: 4533.878418
	Iteration 20F: 3 clusters Score -1015199 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1015258.250000 Penalty: 4533.878418
	Iteration 21Q: 3 clusters Score -1015258 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1015303.125000 Penalty: 4533.878418
	Iteration 22Q: 3 clusters Score -1015303 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1015341.312500 Penalty: 4533.878418
	Iteration 23Q: 3 clusters Score -1015341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1015366.937500 Penalty: 4533.878418
	Iteration 24Q: 3 clusters Score -1015367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1015394.000000 Penalty: 4533.878418
	Iteration 25Q: 3 clusters Score -1015394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1015416.562500 Penalty: 4533.878418
	Iteration 26Q: 3 clusters Score -1015417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1015435.937500 Penalty: 4533.878418
	Iteration 27Q: 3 clusters Score -1015436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1015451.562500 Penalty: 4533.878418
	Iteration 28Q: 3 clusters Score -1015452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1015467.312500 Penalty: 4533.878418
	Iteration 29Q: 3 clusters Score -1015467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1015482.375000 Penalty: 4533.878418
	Iteration 30Q: 3 clusters Score -1015482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1015504.187500 Penalty: 4533.878418
	Iteration 31Q: 3 clusters Score -1015504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1015518.687500 Penalty: 4533.878418
	Iteration 32Q: 3 clusters Score -1015519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1015527.750000 Penalty: 4533.878418
	Iteration 33Q: 3 clusters Score -1015528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1015538.937500 Penalty: 4533.878418
	Iteration 34Q: 3 clusters Score -1015539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1015548.000000 Penalty: 4533.878418
	Iteration 35Q: 3 clusters Score -1015548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1015554.312500 Penalty: 4533.878418
	Iteration 36Q: 3 clusters Score -1015554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1015565.312500 Penalty: 4533.878418
	Iteration 37Q: 3 clusters Score -1015565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1015571.812500 Penalty: 4533.878418
	Iteration 38Q: 3 clusters Score -1015572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1015575.750000 Penalty: 4533.878418
	Iteration 39Q: 3 clusters Score -1015576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1015578.562500 Penalty: 4533.878418
	Iteration 40F: 3 clusters Score -1015579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1015583.625000 Penalty: 4533.878418
	Iteration 41Q: 3 clusters Score -1015584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1015592.500000 Penalty: 4533.878418
	Iteration 42Q: 3 clusters Score -1015592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1015598.250000 Penalty: 4533.878418
	Iteration 43Q: 3 clusters Score -1015598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1015608.625000 Penalty: 4533.878418
	Iteration 44Q: 3 clusters Score -1015609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1015614.312500 Penalty: 4533.878418
	Iteration 45Q: 3 clusters Score -1015614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1015621.375000 Penalty: 4533.878418
	Iteration 46Q: 3 clusters Score -1015621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1015621.562500 Penalty: 4533.878418
	Iteration 47Q: 3 clusters Score -1015622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1015631.125000 Penalty: 4533.878418
	Iteration 48Q: 3 clusters Score -1015631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1015634.187500 Penalty: 4533.878418
	Iteration 49Q: 3 clusters Score -1015634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1015637.750000 Penalty: 4533.878418
	Iteration 50Q: 3 clusters Score -1015638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1015640.812500 Penalty: 4533.878418
	Iteration 51Q: 3 clusters Score -1015641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1015642.500000 Penalty: 4533.878418
	Iteration 52Q: 3 clusters Score -1015642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1015643.812500 Penalty: 4533.878418
	Iteration 53Q: 3 clusters Score -1015644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1015646.250000 Penalty: 4533.878418
	Iteration 54Q: 3 clusters Score -1015646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1015651.375000 Penalty: 4533.878418
	Iteration 55Q: 3 clusters Score -1015651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1015655.500000 Penalty: 4533.878418
	Iteration 56Q: 3 clusters Score -1015656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1015656.375000 Penalty: 4533.878418
	Iteration 57Q: 3 clusters Score -1015656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1015658.187500 Penalty: 4533.878418
	Iteration 58Q: 3 clusters Score -1015658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1015661.125000 Penalty: 4533.878418
	Iteration 59Q: 3 clusters Score -1015661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1015665.687500 Penalty: 4533.878418
	Iteration 60F: 3 clusters Score -1015666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1015668.187500 Penalty: 4533.878418
	Iteration 61Q: 3 clusters Score -1015668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1015669.250000 Penalty: 4533.878418
	Iteration 62Q: 3 clusters Score -1015669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1015674.375000 Penalty: 4533.878418
	Iteration 63Q: 3 clusters Score -1015674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1015681.062500 Penalty: 4533.878418
	Iteration 64Q: 3 clusters Score -1015681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1015686.375000 Penalty: 4533.878418
	Iteration 65Q: 3 clusters Score -1015686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1015689.125000 Penalty: 4533.878418
	Iteration 66Q: 3 clusters Score -1015689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1015688.062500 Penalty: 4533.878418
	Iteration 67Q: 3 clusters Score -1015688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1015692.000000 Penalty: 4533.878418
	Iteration 68Q: 3 clusters Score -1015692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1015695.875000 Penalty: 4533.878418
	Iteration 69Q: 3 clusters Score -1015696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1015697.062500 Penalty: 4533.878418
	Iteration 70Q: 3 clusters Score -1015697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1015700.750000 Penalty: 4533.878418
	Iteration 71Q: 3 clusters Score -1015701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1015698.500000 Penalty: 4533.878418
	Iteration 72Q: 3 clusters Score -1015698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1015701.687500 Penalty: 4533.878418
	Iteration 73Q: 3 clusters Score -1015702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1015703.875000 Penalty: 4533.878418
	Iteration 74Q: 3 clusters Score -1015704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1015704.000000 Penalty: 4533.878418
	Iteration 75Q: 3 clusters Score -1015704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1015710.937500 Penalty: 4533.878418
	Iteration 76Q: 3 clusters Score -1015711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1015714.000000 Penalty: 4533.878418
	Iteration 77Q: 3 clusters Score -1015714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1015716.437500 Penalty: 4533.878418
	Iteration 78Q: 3 clusters Score -1015716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1015721.062500 Penalty: 4533.878418
	Iteration 79Q: 3 clusters Score -1015721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1015722.125000 Penalty: 4533.878418
	Iteration 80F: 3 clusters Score -1015722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1015722.750000 Penalty: 4533.878418
	Iteration 81Q: 3 clusters Score -1015723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1015724.375000 Penalty: 4533.878418
	Iteration 82Q: 3 clusters Score -1015724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1015724.687500 Penalty: 4533.878418
	Iteration 83Q: 3 clusters Score -1015725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1015726.625000 Penalty: 4533.878418
	Iteration 84Q: 3 clusters Score -1015727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1015724.250000 Penalty: 4533.878418
	Iteration 85Q: 3 clusters Score -1015724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1015727.312500 Penalty: 4533.878418
	Iteration 86Q: 3 clusters Score -1015727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1015729.437500 Penalty: 4533.878418
	Iteration 87Q: 3 clusters Score -1015729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1015729.750000 Penalty: 4533.878418
	Iteration 88Q: 3 clusters Score -1015730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1015732.375000 Penalty: 4533.878418
	Iteration 89Q: 3 clusters Score -1015732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1015732.562500 Penalty: 4533.878418
	Iteration 90Q: 3 clusters Score -1015733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1015732.812500 Penalty: 4533.878418
	Iteration 91Q: 3 clusters Score -1015733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1015735.375000 Penalty: 4533.878418
	Iteration 92Q: 3 clusters Score -1015735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1015735.812500 Penalty: 4533.878418
	Iteration 93Q: 3 clusters Score -1015736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1015736.250000 Penalty: 4533.878418
	Iteration 94Q: 3 clusters Score -1015736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1015736.000000 Penalty: 4533.878418
	Iteration 95Q: 3 clusters Score -1015736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1015738.062500 Penalty: 4533.878418
	Iteration 96Q: 3 clusters Score -1015738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1015738.125000 Penalty: 4533.878418
	Iteration 97Q: 3 clusters Score -1015738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1015739.312500 Penalty: 4533.878418
	Iteration 98Q: 3 clusters Score -1015739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1015744.812500 Penalty: 4533.878418
	Iteration 99Q: 3 clusters Score -1015745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1015746.375000 Penalty: 4533.878418
	Iteration 100F: 3 clusters Score -1015746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1015744.875000 Penalty: 4533.878418
	Iteration 101Q: 3 clusters Score -1015745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1015745.062500 Penalty: 4533.878418
	Iteration 102Q: 3 clusters Score -1015745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1015744.250000 Penalty: 4533.878418
	Iteration 103Q: 3 clusters Score -1015744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1015747.500000 Penalty: 4533.878418
	Iteration 104Q: 3 clusters Score -1015748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1015748.250000 Penalty: 4533.878418
	Iteration 105Q: 3 clusters Score -1015748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1015747.500000 Penalty: 4533.878418
	Iteration 106Q: 3 clusters Score -1015748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1015750.750000 Penalty: 4533.878418
	Iteration 107Q: 3 clusters Score -1015751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1015750.062500 Penalty: 4533.878418
	Iteration 108Q: 3 clusters Score -1015750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1015750.250000 Penalty: 4533.878418
	Iteration 109Q: 3 clusters Score -1015750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1015750.687500 Penalty: 4533.878418
	Iteration 110Q: 3 clusters Score -1015751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1015751.125000 Penalty: 4533.878418
	Iteration 111Q: 3 clusters Score -1015751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1015751.375000 Penalty: 4533.878418
	Iteration 112Q: 3 clusters Score -1015751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1015751.375000 Penalty: 4533.878418
	Iteration 113F: 3 clusters Score -1015751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45235.710938 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45235.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43719.199219 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43719.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43952.304688 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43952.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44072.417969 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -44072.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44117.953125 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44117.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44145.136719 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44145.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44158.250000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44158.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44172.519531 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44172.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44191.367188 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44191.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44202.863281 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -44202.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44212.160156 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -44212.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44217.695312 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -44217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44223.015625 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -44223.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44228.386719 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -44228.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44232.871094 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -44232.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44234.457031 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -44234.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44234.457031 Penalty: 3067.337891
	Iteration 15F: 3 clusters Score -44234.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Entering Unmasked Estep 
Score: -6747985.500000 Penalty: 2747.825195
	Iteration 0F: 2 clusters Score -6747986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -6704320.000000 Penalty: 5495.650391
	Iteration 0F: 3 clusters Score -6704320 nChanged 30328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -6721919.000000 Penalty: 5495.650391
	Iteration 1F: 3 clusters Score -6721919 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -6722836.000000 Penalty: 5495.650391
	Iteration 2Q: 3 clusters Score -6722836 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -6724203.500000 Penalty: 5495.650391
	Iteration 3Q: 3 clusters Score -6724204 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6726546.500000 Penalty: 5495.650391
	Iteration 4F: 3 clusters Score -6726546 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -6730374.000000 Penalty: 5495.650391
	Iteration 5F: 3 clusters Score -6730374 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -6735689.000000 Penalty: 5495.650391
	Iteration 6F: 3 clusters Score -6735689 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -6740718.000000 Penalty: 5495.650391
	Iteration 7F: 3 clusters Score -6740718 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -6743776.000000 Penalty: 5495.650391
	Iteration 8Q: 3 clusters Score -6743776 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -6744990.000000 Penalty: 5495.650391
	Iteration 9Q: 3 clusters Score -6744990 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -6745322.000000 Penalty: 5495.650391
	Iteration 10Q: 3 clusters Score -6745322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -6745438.500000 Penalty: 5495.650391
	Iteration 11Q: 3 clusters Score -6745438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -6745514.500000 Penalty: 5495.650391
	Iteration 12Q: 3 clusters Score -6745514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -6745536.500000 Penalty: 5495.650391
	Iteration 13Q: 3 clusters Score -6745536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -6745535.500000 Penalty: 5495.650391
	Iteration 14Q: 3 clusters Score -6745536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -6745546.500000 Penalty: 5495.650391
	Iteration 15Q: 3 clusters Score -6745546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -6745549.000000 Penalty: 5495.650391
	Iteration 16Q: 3 clusters Score -6745549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -6745546.500000 Penalty: 5495.650391
	Iteration 17Q: 3 clusters Score -6745546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -6745555.000000 Penalty: 5495.650391
	Iteration 18Q: 3 clusters Score -6745555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -6745559.500000 Penalty: 5495.650391
	Iteration 19Q: 3 clusters Score -6745560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -6745561.500000 Penalty: 5495.650391
	Iteration 20F: 3 clusters Score -6745562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -6745567.500000 Penalty: 5495.650391
	Iteration 21Q: 3 clusters Score -6745568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -6745568.500000 Penalty: 5495.650391
	Iteration 22Q: 3 clusters Score -6745568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -6745570.000000 Penalty: 5495.650391
	Iteration 23Q: 3 clusters Score -6745570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -6745569.500000 Penalty: 5495.650391
	Iteration 24Q: 3 clusters Score -6745570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -6745569.500000 Penalty: 5495.650391
	Iteration 25F: 3 clusters Score -6745570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (306969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306969 members 
Entering Unmasked Estep 
Score: -32442838.000000 Penalty: 3133.356689
	Iteration 0F: 2 clusters Score -3.244284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -32243808.000000 Penalty: 6266.713379
	Iteration 0F: 3 clusters Score -3.224381e+07 nChanged 148959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 155632 members 
Entering Unmasked Estep 
Score: -32333166.000000 Penalty: 6266.713379
	Iteration 1F: 3 clusters Score -3.233317e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -32335072.000000 Penalty: 6266.713379
	Iteration 2Q: 3 clusters Score -3.233507e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 160127 members 
Entering Unmasked Estep 
Score: -32337832.000000 Penalty: 6266.713379
	Iteration 3Q: 3 clusters Score -3.233783e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -32341380.000000 Penalty: 6266.713379
	Iteration 4Q: 3 clusters Score -3.234138e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137115 members 
Mstep: Class 2 contains 169854 members 
Entering Unmasked Estep 
Score: -32347102.000000 Penalty: 6266.713379
	Iteration 5Q: 3 clusters Score -3.23471e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129590 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -32354532.000000 Penalty: 6266.713379
	Iteration 6Q: 3 clusters Score -3.235453e+07 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120202 members 
Mstep: Class 2 contains 186767 members 
Entering Unmasked Estep 
Score: -32364042.000000 Penalty: 6266.713379
	Iteration 7F: 3 clusters Score -3.236404e+07 nChanged 17716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 196993 members 
Entering Unmasked Estep 
Score: -32375042.000000 Penalty: 6266.713379
	Iteration 8F: 3 clusters Score -3.237504e+07 nChanged 17577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 206804 members 
Entering Unmasked Estep 
Score: -32386238.000000 Penalty: 6266.713379
	Iteration 9F: 3 clusters Score -3.238624e+07 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 215051 members 
Entering Unmasked Estep 
Score: -32396194.000000 Penalty: 6266.713379
	Iteration 10F: 3 clusters Score -3.239619e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -32403816.000000 Penalty: 6266.713379
	Iteration 11Q: 3 clusters Score -3.240382e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 225884 members 
Entering Unmasked Estep 
Score: -32408226.000000 Penalty: 6266.713379
	Iteration 12Q: 3 clusters Score -3.240823e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 229152 members 
Entering Unmasked Estep 
Score: -32410974.000000 Penalty: 6266.713379
	Iteration 13Q: 3 clusters Score -3.241097e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 231721 members 
Entering Unmasked Estep 
Score: -32412442.000000 Penalty: 6266.713379
	Iteration 14Q: 3 clusters Score -3.241244e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 233968 members 
Entering Unmasked Estep 
Score: -32413548.000000 Penalty: 6266.713379
	Iteration 15Q: 3 clusters Score -3.241355e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 236077 members 
Entering Unmasked Estep 
Score: -32414088.000000 Penalty: 6266.713379
	Iteration 16Q: 3 clusters Score -3.241409e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 238210 members 
Entering Unmasked Estep 
Score: -32414878.000000 Penalty: 6266.713379
	Iteration 17Q: 3 clusters Score -3.241488e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 240348 members 
Entering Unmasked Estep 
Score: -32415528.000000 Penalty: 6266.713379
	Iteration 18Q: 3 clusters Score -3.241553e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 242466 members 
Entering Unmasked Estep 
Score: -32416156.000000 Penalty: 6266.713379
	Iteration 19Q: 3 clusters Score -3.241616e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 244668 members 
Entering Unmasked Estep 
Score: -32416852.000000 Penalty: 6266.713379
	Iteration 20F: 3 clusters Score -3.241685e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 246868 members 
Entering Unmasked Estep 
Score: -32417538.000000 Penalty: 6266.713379
	Iteration 21Q: 3 clusters Score -3.241754e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 249081 members 
Entering Unmasked Estep 
Score: -32418102.000000 Penalty: 6266.713379
	Iteration 22Q: 3 clusters Score -3.24181e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 251465 members 
Entering Unmasked Estep 
Score: -32418740.000000 Penalty: 6266.713379
	Iteration 23Q: 3 clusters Score -3.241874e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 253923 members 
Entering Unmasked Estep 
Score: -32419458.000000 Penalty: 6266.713379
	Iteration 24Q: 3 clusters Score -3.241946e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 256412 members 
Entering Unmasked Estep 
Score: -32420220.000000 Penalty: 6266.713379
	Iteration 25Q: 3 clusters Score -3.242022e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 258960 members 
Entering Unmasked Estep 
Score: -32420900.000000 Penalty: 6266.713379
	Iteration 26Q: 3 clusters Score -3.24209e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 261559 members 
Entering Unmasked Estep 
Score: -32421694.000000 Penalty: 6266.713379
	Iteration 27Q: 3 clusters Score -3.242169e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 264149 members 
Entering Unmasked Estep 
Score: -32422550.000000 Penalty: 6266.713379
	Iteration 28Q: 3 clusters Score -3.242255e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 266699 members 
Entering Unmasked Estep 
Score: -32423332.000000 Penalty: 6266.713379
	Iteration 29Q: 3 clusters Score -3.242333e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 269195 members 
Entering Unmasked Estep 
Score: -32424296.000000 Penalty: 6266.713379
	Iteration 30Q: 3 clusters Score -3.24243e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 271737 members 
Entering Unmasked Estep 
Score: -32425172.000000 Penalty: 6266.713379
	Iteration 31Q: 3 clusters Score -3.242517e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 274248 members 
Entering Unmasked Estep 
Score: -32426166.000000 Penalty: 6266.713379
	Iteration 32Q: 3 clusters Score -3.242617e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 276839 members 
Entering Unmasked Estep 
Score: -32427148.000000 Penalty: 6266.713379
	Iteration 33Q: 3 clusters Score -3.242715e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 279439 members 
Entering Unmasked Estep 
Score: -32428064.000000 Penalty: 6266.713379
	Iteration 34Q: 3 clusters Score -3.242806e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 282023 members 
Entering Unmasked Estep 
Score: -32429216.000000 Penalty: 6266.713379
	Iteration 35Q: 3 clusters Score -3.242922e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 284459 members 
Entering Unmasked Estep 
Score: -32430394.000000 Penalty: 6266.713379
	Iteration 36Q: 3 clusters Score -3.243039e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 286727 members 
Entering Unmasked Estep 
Score: -32431464.000000 Penalty: 6266.713379
	Iteration 37Q: 3 clusters Score -3.243146e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 288834 members 
Entering Unmasked Estep 
Score: -32432470.000000 Penalty: 6266.713379
	Iteration 38Q: 3 clusters Score -3.243247e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 290827 members 
Entering Unmasked Estep 
Score: -32433388.000000 Penalty: 6266.713379
	Iteration 39Q: 3 clusters Score -3.243339e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 292644 members 
Entering Unmasked Estep 
Score: -32434240.000000 Penalty: 6266.713379
	Iteration 40F: 3 clusters Score -3.243424e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 294349 members 
Entering Unmasked Estep 
Score: -32435068.000000 Penalty: 6266.713379
	Iteration 41Q: 3 clusters Score -3.243507e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 295872 members 
Entering Unmasked Estep 
Score: -32435716.000000 Penalty: 6266.713379
	Iteration 42Q: 3 clusters Score -3.243572e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 297149 members 
Entering Unmasked Estep 
Score: -32436308.000000 Penalty: 6266.713379
	Iteration 43Q: 3 clusters Score -3.243631e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 298276 members 
Entering Unmasked Estep 
Score: -32436956.000000 Penalty: 6266.713379
	Iteration 44Q: 3 clusters Score -3.243696e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 299225 members 
Entering Unmasked Estep 
Score: -32437350.000000 Penalty: 6266.713379
	Iteration 45Q: 3 clusters Score -3.243735e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 299985 members 
Entering Unmasked Estep 
Score: -32437706.000000 Penalty: 6266.713379
	Iteration 46Q: 3 clusters Score -3.243771e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 300594 members 
Entering Unmasked Estep 
Score: -32437998.000000 Penalty: 6266.713379
	Iteration 47Q: 3 clusters Score -3.2438e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 301128 members 
Entering Unmasked Estep 
Score: -32438256.000000 Penalty: 6266.713379
	Iteration 48Q: 3 clusters Score -3.243826e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 301549 members 
Entering Unmasked Estep 
Score: -32438446.000000 Penalty: 6266.713379
	Iteration 49Q: 3 clusters Score -3.243845e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 301905 members 
Entering Unmasked Estep 
Score: -32438600.000000 Penalty: 6266.713379
	Iteration 50Q: 3 clusters Score -3.24386e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 302229 members 
Entering Unmasked Estep 
Score: -32438762.000000 Penalty: 6266.713379
	Iteration 51Q: 3 clusters Score -3.243876e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 302536 members 
Entering Unmasked Estep 
Score: -32438942.000000 Penalty: 6266.713379
	Iteration 52Q: 3 clusters Score -3.243894e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 302804 members 
Entering Unmasked Estep 
Score: -32439102.000000 Penalty: 6266.713379
	Iteration 53Q: 3 clusters Score -3.24391e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 303004 members 
Entering Unmasked Estep 
Score: -32439172.000000 Penalty: 6266.713379
	Iteration 54Q: 3 clusters Score -3.243917e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 303181 members 
Entering Unmasked Estep 
Score: -32439304.000000 Penalty: 6266.713379
	Iteration 55Q: 3 clusters Score -3.24393e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 303333 members 
Entering Unmasked Estep 
Score: -32439392.000000 Penalty: 6266.713379
	Iteration 56Q: 3 clusters Score -3.243939e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 303454 members 
Entering Unmasked Estep 
Score: -32439440.000000 Penalty: 6266.713379
	Iteration 57Q: 3 clusters Score -3.243944e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 303547 members 
Entering Unmasked Estep 
Score: -32439488.000000 Penalty: 6266.713379
	Iteration 58Q: 3 clusters Score -3.243949e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 303625 members 
Entering Unmasked Estep 
Score: -32439540.000000 Penalty: 6266.713379
	Iteration 59Q: 3 clusters Score -3.243954e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 303705 members 
Entering Unmasked Estep 
Score: -32439586.000000 Penalty: 6266.713379
	Iteration 60F: 3 clusters Score -3.243959e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 303785 members 
Entering Unmasked Estep 
Score: -32439610.000000 Penalty: 6266.713379
	Iteration 61Q: 3 clusters Score -3.243961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 303863 members 
Entering Unmasked Estep 
Score: -32439614.000000 Penalty: 6266.713379
	Iteration 62Q: 3 clusters Score -3.243961e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 303914 members 
Entering Unmasked Estep 
Score: -32439620.000000 Penalty: 6266.713379
	Iteration 63Q: 3 clusters Score -3.243962e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 303974 members 
Entering Unmasked Estep 
Score: -32439600.000000 Penalty: 6266.713379
	Iteration 64Q: 3 clusters Score -3.24396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 304037 members 
Entering Unmasked Estep 
Score: -32439634.000000 Penalty: 6266.713379
	Iteration 65Q: 3 clusters Score -3.243963e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 304103 members 
Entering Unmasked Estep 
Score: -32439662.000000 Penalty: 6266.713379
	Iteration 66Q: 3 clusters Score -3.243966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 304143 members 
Entering Unmasked Estep 
Score: -32439678.000000 Penalty: 6266.713379
	Iteration 67Q: 3 clusters Score -3.243968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 304170 members 
Entering Unmasked Estep 
Score: -32439706.000000 Penalty: 6266.713379
	Iteration 68Q: 3 clusters Score -3.243971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 304194 members 
Entering Unmasked Estep 
Score: -32439712.000000 Penalty: 6266.713379
	Iteration 69Q: 3 clusters Score -3.243971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 304224 members 
Entering Unmasked Estep 
Score: -32439712.000000 Penalty: 6266.713379
	Iteration 70Q: 3 clusters Score -3.243971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 304248 members 
Entering Unmasked Estep 
Score: -32439750.000000 Penalty: 6266.713379
	Iteration 71Q: 3 clusters Score -3.243975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 304269 members 
Entering Unmasked Estep 
Score: -32439778.000000 Penalty: 6266.713379
	Iteration 72Q: 3 clusters Score -3.243978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 304292 members 
Entering Unmasked Estep 
Score: -32439804.000000 Penalty: 6266.713379
	Iteration 73Q: 3 clusters Score -3.24398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 304305 members 
Entering Unmasked Estep 
Score: -32439840.000000 Penalty: 6266.713379
	Iteration 74Q: 3 clusters Score -3.243984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 304322 members 
Entering Unmasked Estep 
Score: -32439878.000000 Penalty: 6266.713379
	Iteration 75Q: 3 clusters Score -3.243988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 304335 members 
Entering Unmasked Estep 
Score: -32439878.000000 Penalty: 6266.713379
	Iteration 76Q: 3 clusters Score -3.243988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 304348 members 
Entering Unmasked Estep 
Score: -32439894.000000 Penalty: 6266.713379
	Iteration 77Q: 3 clusters Score -3.243989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 304351 members 
Entering Unmasked Estep 
Score: -32439894.000000 Penalty: 6266.713379
	Iteration 78Q: 3 clusters Score -3.243989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 304352 members 
Entering Unmasked Estep 
Score: -32439888.000000 Penalty: 6266.713379
	Iteration 79Q: 3 clusters Score -3.243989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 304354 members 
Entering Unmasked Estep 
Score: -32439884.000000 Penalty: 6266.713379
	Iteration 80F: 3 clusters Score -3.243988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 304355 members 
Entering Unmasked Estep 
Score: -32439892.000000 Penalty: 6266.713379
	Iteration 81Q: 3 clusters Score -3.243989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 304357 members 
Entering Unmasked Estep 
Score: -32439884.000000 Penalty: 6266.713379
	Iteration 82Q: 3 clusters Score -3.243988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 304358 members 
Entering Unmasked Estep 
Score: -32439880.000000 Penalty: 6266.713379
	Iteration 83Q: 3 clusters Score -3.243988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 304364 members 
Entering Unmasked Estep 
Score: -32439872.000000 Penalty: 6266.713379
	Iteration 84Q: 3 clusters Score -3.243987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 304366 members 
Entering Unmasked Estep 
Score: -32439878.000000 Penalty: 6266.713379
	Iteration 85Q: 3 clusters Score -3.243988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 304369 members 
Entering Unmasked Estep 
Score: -32439890.000000 Penalty: 6266.713379
	Iteration 86Q: 3 clusters Score -3.243989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 304371 members 
Entering Unmasked Estep 
Score: -32439862.000000 Penalty: 6266.713379
	Iteration 87Q: 3 clusters Score -3.243986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 304373 members 
Entering Unmasked Estep 
Score: -32439892.000000 Penalty: 6266.713379
	Iteration 88Q: 3 clusters Score -3.243989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 304373 members 
Entering Unmasked Estep 
Score: -32439892.000000 Penalty: 6266.713379
	Iteration 89F: 3 clusters Score -3.243989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Entering Unmasked Estep 
Score: -2157995.750000 Penalty: 2488.494629
	Iteration 0F: 2 clusters Score -2157996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2142330.000000 Penalty: 4976.989258
	Iteration 0F: 3 clusters Score -2142330 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2148718.250000 Penalty: 4976.989258
	Iteration 1F: 3 clusters Score -2148718 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2152005.000000 Penalty: 4976.989258
	Iteration 2F: 3 clusters Score -2152005 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2156689.750000 Penalty: 4976.989258
	Iteration 3F: 3 clusters Score -2156690 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2159665.500000 Penalty: 4976.989258
	Iteration 4F: 3 clusters Score -2159666 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2160986.750000 Penalty: 4976.989258
	Iteration 5F: 3 clusters Score -2160987 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2161716.250000 Penalty: 4976.989258
	Iteration 6Q: 3 clusters Score -2161716 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2162157.250000 Penalty: 4976.989258
	Iteration 7Q: 3 clusters Score -2162157 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2162459.750000 Penalty: 4976.989258
	Iteration 8Q: 3 clusters Score -2162460 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2162678.750000 Penalty: 4976.989258
	Iteration 9Q: 3 clusters Score -2162679 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2162854.250000 Penalty: 4976.989258
	Iteration 10Q: 3 clusters Score -2162854 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2162945.250000 Penalty: 4976.989258
	Iteration 11Q: 3 clusters Score -2162945 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2163018.250000 Penalty: 4976.989258
	Iteration 12Q: 3 clusters Score -2163018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2163050.750000 Penalty: 4976.989258
	Iteration 13Q: 3 clusters Score -2163051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2163070.500000 Penalty: 4976.989258
	Iteration 14Q: 3 clusters Score -2163070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2163090.750000 Penalty: 4976.989258
	Iteration 15Q: 3 clusters Score -2163091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2163095.500000 Penalty: 4976.989258
	Iteration 16Q: 3 clusters Score -2163096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2163099.250000 Penalty: 4976.989258
	Iteration 17Q: 3 clusters Score -2163099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2163103.750000 Penalty: 4976.989258
	Iteration 18Q: 3 clusters Score -2163104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2163108.500000 Penalty: 4976.989258
	Iteration 19Q: 3 clusters Score -2163108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2163108.750000 Penalty: 4976.989258
	Iteration 20F: 3 clusters Score -2163109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2163109.750000 Penalty: 4976.989258
	Iteration 21Q: 3 clusters Score -2163110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2163110.000000 Penalty: 4976.989258
	Iteration 22Q: 3 clusters Score -2163110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2163108.500000 Penalty: 4976.989258
	Iteration 23Q: 3 clusters Score -2163108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2163108.250000 Penalty: 4976.989258
	Iteration 24Q: 3 clusters Score -2163108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2163111.000000 Penalty: 4976.989258
	Iteration 25Q: 3 clusters Score -2163111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2163111.000000 Penalty: 4976.989258
	Iteration 26F: 3 clusters Score -2163111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 261996 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 24361 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64857 members 
Mstep: Class 12 contains 306969 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 15497 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 334740 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407752 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 21 contains 33230 members 
Entering Unmasked Estep 
Score: -158263168.000000 Penalty: 70616.835938
Splitting cluster 13 changes total score from -158257120.000000 to -158263168.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 14 (15497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Entering Unmasked Estep 
Score: -1547622.000000 Penalty: 2392.803467
	Iteration 0F: 2 clusters Score -1547622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1536479.500000 Penalty: 4785.606934
	Iteration 0F: 3 clusters Score -1536480 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1540431.125000 Penalty: 4785.606934
	Iteration 1F: 3 clusters Score -1540431 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1541118.250000 Penalty: 4785.606934
	Iteration 2F: 3 clusters Score -1541118 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1541712.500000 Penalty: 4785.606934
	Iteration 3F: 3 clusters Score -1541712 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1542363.625000 Penalty: 4785.606934
	Iteration 4F: 3 clusters Score -1542364 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1543140.375000 Penalty: 4785.606934
	Iteration 5F: 3 clusters Score -1543140 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1544012.000000 Penalty: 4785.606934
	Iteration 6F: 3 clusters Score -1544012 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1545063.000000 Penalty: 4785.606934
	Iteration 7F: 3 clusters Score -1545063 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1546120.125000 Penalty: 4785.606934
	Iteration 8F: 3 clusters Score -1546120 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1546930.250000 Penalty: 4785.606934
	Iteration 9F: 3 clusters Score -1546930 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1547495.000000 Penalty: 4785.606934
	Iteration 10Q: 3 clusters Score -1547495 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1547826.750000 Penalty: 4785.606934
	Iteration 11Q: 3 clusters Score -1547827 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1548054.625000 Penalty: 4785.606934
	Iteration 12Q: 3 clusters Score -1548055 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1548226.750000 Penalty: 4785.606934
	Iteration 13Q: 3 clusters Score -1548227 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1548348.250000 Penalty: 4785.606934
	Iteration 14Q: 3 clusters Score -1548348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1548433.000000 Penalty: 4785.606934
	Iteration 15Q: 3 clusters Score -1548433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1548496.500000 Penalty: 4785.606934
	Iteration 16Q: 3 clusters Score -1548496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1548530.875000 Penalty: 4785.606934
	Iteration 17Q: 3 clusters Score -1548531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1548554.000000 Penalty: 4785.606934
	Iteration 18Q: 3 clusters Score -1548554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1548574.500000 Penalty: 4785.606934
	Iteration 19Q: 3 clusters Score -1548574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1548595.625000 Penalty: 4785.606934
	Iteration 20F: 3 clusters Score -1548596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1548607.625000 Penalty: 4785.606934
	Iteration 21Q: 3 clusters Score -1548608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1548623.250000 Penalty: 4785.606934
	Iteration 22Q: 3 clusters Score -1548623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1548637.125000 Penalty: 4785.606934
	Iteration 23Q: 3 clusters Score -1548637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1548657.625000 Penalty: 4785.606934
	Iteration 24Q: 3 clusters Score -1548658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1548674.250000 Penalty: 4785.606934
	Iteration 25Q: 3 clusters Score -1548674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1548703.375000 Penalty: 4785.606934
	Iteration 26Q: 3 clusters Score -1548703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1548739.000000 Penalty: 4785.606934
	Iteration 27Q: 3 clusters Score -1548739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1548745.000000 Penalty: 4785.606934
	Iteration 28Q: 3 clusters Score -1548745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1548758.750000 Penalty: 4785.606934
	Iteration 29Q: 3 clusters Score -1548759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1548768.000000 Penalty: 4785.606934
	Iteration 30Q: 3 clusters Score -1548768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1548766.750000 Penalty: 4785.606934
	Iteration 31Q: 3 clusters Score -1548767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1548766.750000 Penalty: 4785.606934
	Iteration 32F: 3 clusters Score -1548767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 261996 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 24361 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64857 members 
Mstep: Class 12 contains 306969 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 14749 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 334740 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407752 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 33230 members 
Entering Unmasked Estep 
Score: -158263184.000000 Penalty: 74147.679688
Splitting cluster 14 changes total score from -158257120.000000 to -158263184.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (334740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334740 members 
Entering Unmasked Estep 
Score: -35499888.000000 Penalty: 3154.835205
	Iteration 0F: 2 clusters Score -3.549989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167411 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -35287404.000000 Penalty: 6309.670410
	Iteration 0F: 3 clusters Score -3.52874e+07 nChanged 162174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -35383192.000000 Penalty: 6309.670410
	Iteration 1F: 3 clusters Score -3.538319e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 170912 members 
Entering Unmasked Estep 
Score: -35384588.000000 Penalty: 6309.670410
	Iteration 2Q: 3 clusters Score -3.538459e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162126 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -35386368.000000 Penalty: 6309.670410
	Iteration 3Q: 3 clusters Score -3.538637e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159512 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -35388696.000000 Penalty: 6309.670410
	Iteration 4Q: 3 clusters Score -3.53887e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155833 members 
Mstep: Class 2 contains 178907 members 
Entering Unmasked Estep 
Score: -35392144.000000 Penalty: 6309.670410
	Iteration 5Q: 3 clusters Score -3.539214e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 183645 members 
Entering Unmasked Estep 
Score: -35396540.000000 Penalty: 6309.670410
	Iteration 6Q: 3 clusters Score -3.539654e+07 nChanged 15283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145306 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -35402948.000000 Penalty: 6309.670410
	Iteration 7Q: 3 clusters Score -3.540295e+07 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139044 members 
Mstep: Class 2 contains 195696 members 
Entering Unmasked Estep 
Score: -35411392.000000 Penalty: 6309.670410
	Iteration 8F: 3 clusters Score -3.541139e+07 nChanged 18898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 201566 members 
Entering Unmasked Estep 
Score: -35422132.000000 Penalty: 6309.670410
	Iteration 9F: 3 clusters Score -3.542213e+07 nChanged 19792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 205896 members 
Entering Unmasked Estep 
Score: -35434788.000000 Penalty: 6309.670410
	Iteration 10F: 3 clusters Score -3.543479e+07 nChanged 19606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 208022 members 
Entering Unmasked Estep 
Score: -35447260.000000 Penalty: 6309.670410
	Iteration 11F: 3 clusters Score -3.544726e+07 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 208231 members 
Entering Unmasked Estep 
Score: -35455900.000000 Penalty: 6309.670410
	Iteration 12Q: 3 clusters Score -3.54559e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126976 members 
Mstep: Class 2 contains 207764 members 
Entering Unmasked Estep 
Score: -35459964.000000 Penalty: 6309.670410
	Iteration 13Q: 3 clusters Score -3.545996e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 207312 members 
Entering Unmasked Estep 
Score: -35462056.000000 Penalty: 6309.670410
	Iteration 14Q: 3 clusters Score -3.546206e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 206861 members 
Entering Unmasked Estep 
Score: -35462772.000000 Penalty: 6309.670410
	Iteration 15Q: 3 clusters Score -3.546277e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 206454 members 
Entering Unmasked Estep 
Score: -35463220.000000 Penalty: 6309.670410
	Iteration 16Q: 3 clusters Score -3.546322e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 206010 members 
Entering Unmasked Estep 
Score: -35463700.000000 Penalty: 6309.670410
	Iteration 17Q: 3 clusters Score -3.54637e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 205597 members 
Entering Unmasked Estep 
Score: -35464260.000000 Penalty: 6309.670410
	Iteration 18Q: 3 clusters Score -3.546426e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129651 members 
Mstep: Class 2 contains 205089 members 
Entering Unmasked Estep 
Score: -35464536.000000 Penalty: 6309.670410
	Iteration 19Q: 3 clusters Score -3.546454e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130179 members 
Mstep: Class 2 contains 204561 members 
Entering Unmasked Estep 
Score: -35465192.000000 Penalty: 6309.670410
	Iteration 20F: 3 clusters Score -3.546519e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130783 members 
Mstep: Class 2 contains 203957 members 
Entering Unmasked Estep 
Score: -35465492.000000 Penalty: 6309.670410
	Iteration 21Q: 3 clusters Score -3.546549e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 203303 members 
Entering Unmasked Estep 
Score: -35466128.000000 Penalty: 6309.670410
	Iteration 22Q: 3 clusters Score -3.546613e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 202578 members 
Entering Unmasked Estep 
Score: -35466484.000000 Penalty: 6309.670410
	Iteration 23Q: 3 clusters Score -3.546648e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 201981 members 
Entering Unmasked Estep 
Score: -35466944.000000 Penalty: 6309.670410
	Iteration 24Q: 3 clusters Score -3.546694e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133403 members 
Mstep: Class 2 contains 201337 members 
Entering Unmasked Estep 
Score: -35467384.000000 Penalty: 6309.670410
	Iteration 25Q: 3 clusters Score -3.546738e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 200648 members 
Entering Unmasked Estep 
Score: -35467920.000000 Penalty: 6309.670410
	Iteration 26Q: 3 clusters Score -3.546792e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 199913 members 
Entering Unmasked Estep 
Score: -35468324.000000 Penalty: 6309.670410
	Iteration 27Q: 3 clusters Score -3.546832e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135579 members 
Mstep: Class 2 contains 199161 members 
Entering Unmasked Estep 
Score: -35468488.000000 Penalty: 6309.670410
	Iteration 28Q: 3 clusters Score -3.546849e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136272 members 
Mstep: Class 2 contains 198468 members 
Entering Unmasked Estep 
Score: -35468956.000000 Penalty: 6309.670410
	Iteration 29Q: 3 clusters Score -3.546896e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 197834 members 
Entering Unmasked Estep 
Score: -35469364.000000 Penalty: 6309.670410
	Iteration 30Q: 3 clusters Score -3.546936e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137514 members 
Mstep: Class 2 contains 197226 members 
Entering Unmasked Estep 
Score: -35469736.000000 Penalty: 6309.670410
	Iteration 31Q: 3 clusters Score -3.546974e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -35470120.000000 Penalty: 6309.670410
	Iteration 32Q: 3 clusters Score -3.547012e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 196047 members 
Entering Unmasked Estep 
Score: -35470252.000000 Penalty: 6309.670410
	Iteration 33Q: 3 clusters Score -3.547025e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 195461 members 
Entering Unmasked Estep 
Score: -35470556.000000 Penalty: 6309.670410
	Iteration 34Q: 3 clusters Score -3.547056e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 194906 members 
Entering Unmasked Estep 
Score: -35470872.000000 Penalty: 6309.670410
	Iteration 35Q: 3 clusters Score -3.547087e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 194366 members 
Entering Unmasked Estep 
Score: -35471088.000000 Penalty: 6309.670410
	Iteration 36Q: 3 clusters Score -3.547109e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140818 members 
Mstep: Class 2 contains 193922 members 
Entering Unmasked Estep 
Score: -35471312.000000 Penalty: 6309.670410
	Iteration 37Q: 3 clusters Score -3.547131e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 193421 members 
Entering Unmasked Estep 
Score: -35471600.000000 Penalty: 6309.670410
	Iteration 38Q: 3 clusters Score -3.54716e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141792 members 
Mstep: Class 2 contains 192948 members 
Entering Unmasked Estep 
Score: -35471956.000000 Penalty: 6309.670410
	Iteration 39Q: 3 clusters Score -3.547196e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142281 members 
Mstep: Class 2 contains 192459 members 
Entering Unmasked Estep 
Score: -35472072.000000 Penalty: 6309.670410
	Iteration 40F: 3 clusters Score -3.547207e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 191977 members 
Entering Unmasked Estep 
Score: -35472236.000000 Penalty: 6309.670410
	Iteration 41Q: 3 clusters Score -3.547224e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -35472432.000000 Penalty: 6309.670410
	Iteration 42Q: 3 clusters Score -3.547243e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 191034 members 
Entering Unmasked Estep 
Score: -35472612.000000 Penalty: 6309.670410
	Iteration 43Q: 3 clusters Score -3.547261e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 190551 members 
Entering Unmasked Estep 
Score: -35472840.000000 Penalty: 6309.670410
	Iteration 44Q: 3 clusters Score -3.547284e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144616 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -35472796.000000 Penalty: 6309.670410
	Iteration 45Q: 3 clusters Score -3.54728e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145002 members 
Mstep: Class 2 contains 189738 members 
Entering Unmasked Estep 
Score: -35472924.000000 Penalty: 6309.670410
	Iteration 46Q: 3 clusters Score -3.547292e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 189344 members 
Entering Unmasked Estep 
Score: -35473044.000000 Penalty: 6309.670410
	Iteration 47Q: 3 clusters Score -3.547304e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 188923 members 
Entering Unmasked Estep 
Score: -35472968.000000 Penalty: 6309.670410
	Iteration 48Q: 3 clusters Score -3.547297e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 188562 members 
Entering Unmasked Estep 
Score: -35473036.000000 Penalty: 6309.670410
	Iteration 49Q: 3 clusters Score -3.547304e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 188252 members 
Entering Unmasked Estep 
Score: -35473268.000000 Penalty: 6309.670410
	Iteration 50Q: 3 clusters Score -3.547327e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -35473372.000000 Penalty: 6309.670410
	Iteration 51Q: 3 clusters Score -3.547337e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 187716 members 
Entering Unmasked Estep 
Score: -35473476.000000 Penalty: 6309.670410
	Iteration 52Q: 3 clusters Score -3.547348e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147286 members 
Mstep: Class 2 contains 187454 members 
Entering Unmasked Estep 
Score: -35473640.000000 Penalty: 6309.670410
	Iteration 53Q: 3 clusters Score -3.547364e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 187136 members 
Entering Unmasked Estep 
Score: -35473748.000000 Penalty: 6309.670410
	Iteration 54Q: 3 clusters Score -3.547375e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147933 members 
Mstep: Class 2 contains 186807 members 
Entering Unmasked Estep 
Score: -35473748.000000 Penalty: 6309.670410
	Iteration 55Q: 3 clusters Score -3.547375e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 186454 members 
Entering Unmasked Estep 
Score: -35473784.000000 Penalty: 6309.670410
	Iteration 56Q: 3 clusters Score -3.547378e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148634 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -35473864.000000 Penalty: 6309.670410
	Iteration 57Q: 3 clusters Score -3.547386e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -35473944.000000 Penalty: 6309.670410
	Iteration 58Q: 3 clusters Score -3.547394e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 185508 members 
Entering Unmasked Estep 
Score: -35474000.000000 Penalty: 6309.670410
	Iteration 59Q: 3 clusters Score -3.5474e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 185177 members 
Entering Unmasked Estep 
Score: -35474052.000000 Penalty: 6309.670410
	Iteration 60F: 3 clusters Score -3.547405e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 184839 members 
Entering Unmasked Estep 
Score: -35474124.000000 Penalty: 6309.670410
	Iteration 61Q: 3 clusters Score -3.547412e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -35474128.000000 Penalty: 6309.670410
	Iteration 62Q: 3 clusters Score -3.547413e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 184151 members 
Entering Unmasked Estep 
Score: -35474180.000000 Penalty: 6309.670410
	Iteration 63Q: 3 clusters Score -3.547418e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150895 members 
Mstep: Class 2 contains 183845 members 
Entering Unmasked Estep 
Score: -35474200.000000 Penalty: 6309.670410
	Iteration 64Q: 3 clusters Score -3.54742e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 183571 members 
Entering Unmasked Estep 
Score: -35474224.000000 Penalty: 6309.670410
	Iteration 65Q: 3 clusters Score -3.547422e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 183266 members 
Entering Unmasked Estep 
Score: -35474284.000000 Penalty: 6309.670410
	Iteration 66Q: 3 clusters Score -3.547428e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -35474280.000000 Penalty: 6309.670410
	Iteration 67Q: 3 clusters Score -3.547428e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Mstep: Class 2 contains 182686 members 
Entering Unmasked Estep 
Score: -35474260.000000 Penalty: 6309.670410
	Iteration 68Q: 3 clusters Score -3.547426e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 182370 members 
Entering Unmasked Estep 
Score: -35474276.000000 Penalty: 6309.670410
	Iteration 69Q: 3 clusters Score -3.547428e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -35474376.000000 Penalty: 6309.670410
	Iteration 70Q: 3 clusters Score -3.547438e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 181705 members 
Entering Unmasked Estep 
Score: -35474372.000000 Penalty: 6309.670410
	Iteration 71Q: 3 clusters Score -3.547437e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 181356 members 
Entering Unmasked Estep 
Score: -35474360.000000 Penalty: 6309.670410
	Iteration 72Q: 3 clusters Score -3.547436e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 181016 members 
Entering Unmasked Estep 
Score: -35474364.000000 Penalty: 6309.670410
	Iteration 73Q: 3 clusters Score -3.547436e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 180659 members 
Entering Unmasked Estep 
Score: -35474340.000000 Penalty: 6309.670410
	Iteration 74Q: 3 clusters Score -3.547434e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -35474412.000000 Penalty: 6309.670410
	Iteration 75Q: 3 clusters Score -3.547441e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154799 members 
Mstep: Class 2 contains 179941 members 
Entering Unmasked Estep 
Score: -35474516.000000 Penalty: 6309.670410
	Iteration 76Q: 3 clusters Score -3.547452e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 179559 members 
Entering Unmasked Estep 
Score: -35474572.000000 Penalty: 6309.670410
	Iteration 77Q: 3 clusters Score -3.547457e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 179195 members 
Entering Unmasked Estep 
Score: -35474540.000000 Penalty: 6309.670410
	Iteration 78Q: 3 clusters Score -3.547454e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 178846 members 
Entering Unmasked Estep 
Score: -35474540.000000 Penalty: 6309.670410
	Iteration 79Q: 3 clusters Score -3.547454e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 178506 members 
Entering Unmasked Estep 
Score: -35474548.000000 Penalty: 6309.670410
	Iteration 80F: 3 clusters Score -3.547455e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 178208 members 
Entering Unmasked Estep 
Score: -35474552.000000 Penalty: 6309.670410
	Iteration 81Q: 3 clusters Score -3.547455e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 177912 members 
Entering Unmasked Estep 
Score: -35474512.000000 Penalty: 6309.670410
	Iteration 82Q: 3 clusters Score -3.547451e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 177620 members 
Entering Unmasked Estep 
Score: -35474608.000000 Penalty: 6309.670410
	Iteration 83Q: 3 clusters Score -3.547461e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -35474700.000000 Penalty: 6309.670410
	Iteration 84Q: 3 clusters Score -3.54747e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -35474624.000000 Penalty: 6309.670410
	Iteration 85Q: 3 clusters Score -3.547462e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157974 members 
Mstep: Class 2 contains 176766 members 
Entering Unmasked Estep 
Score: -35474584.000000 Penalty: 6309.670410
	Iteration 86Q: 3 clusters Score -3.547458e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 176449 members 
Entering Unmasked Estep 
Score: -35474624.000000 Penalty: 6309.670410
	Iteration 87Q: 3 clusters Score -3.547462e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158622 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -35474680.000000 Penalty: 6309.670410
	Iteration 88Q: 3 clusters Score -3.547468e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -35474684.000000 Penalty: 6309.670410
	Iteration 89Q: 3 clusters Score -3.547468e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -35474688.000000 Penalty: 6309.670410
	Iteration 90Q: 3 clusters Score -3.547469e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159660 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -35474724.000000 Penalty: 6309.670410
	Iteration 91Q: 3 clusters Score -3.547472e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -35474744.000000 Penalty: 6309.670410
	Iteration 92Q: 3 clusters Score -3.547474e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -35474796.000000 Penalty: 6309.670410
	Iteration 93Q: 3 clusters Score -3.54748e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -35474844.000000 Penalty: 6309.670410
	Iteration 94Q: 3 clusters Score -3.547484e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -35474844.000000 Penalty: 6309.670410
	Iteration 95Q: 3 clusters Score -3.547484e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 173158 members 
Entering Unmasked Estep 
Score: -35474828.000000 Penalty: 6309.670410
	Iteration 96Q: 3 clusters Score -3.547483e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -35474820.000000 Penalty: 6309.670410
	Iteration 97Q: 3 clusters Score -3.547482e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -35474880.000000 Penalty: 6309.670410
	Iteration 98Q: 3 clusters Score -3.547488e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 171976 members 
Entering Unmasked Estep 
Score: -35474912.000000 Penalty: 6309.670410
	Iteration 99Q: 3 clusters Score -3.547491e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -35474956.000000 Penalty: 6309.670410
	Iteration 100F: 3 clusters Score -3.547496e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163620 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -35475008.000000 Penalty: 6309.670410
	Iteration 101Q: 3 clusters Score -3.547501e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 170704 members 
Entering Unmasked Estep 
Score: -35474996.000000 Penalty: 6309.670410
	Iteration 102Q: 3 clusters Score -3.5475e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 170263 members 
Entering Unmasked Estep 
Score: -35475052.000000 Penalty: 6309.670410
	Iteration 103Q: 3 clusters Score -3.547505e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164926 members 
Mstep: Class 2 contains 169814 members 
Entering Unmasked Estep 
Score: -35475060.000000 Penalty: 6309.670410
	Iteration 104Q: 3 clusters Score -3.547506e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 169348 members 
Entering Unmasked Estep 
Score: -35475088.000000 Penalty: 6309.670410
	Iteration 105Q: 3 clusters Score -3.547509e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -35475124.000000 Penalty: 6309.670410
	Iteration 106Q: 3 clusters Score -3.547512e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -35475084.000000 Penalty: 6309.670410
	Iteration 107Q: 3 clusters Score -3.547508e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 167750 members 
Entering Unmasked Estep 
Score: -35475052.000000 Penalty: 6309.670410
	Iteration 108Q: 3 clusters Score -3.547505e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167533 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -35475020.000000 Penalty: 6309.670410
	Iteration 109Q: 3 clusters Score -3.547502e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 166660 members 
Entering Unmasked Estep 
Score: -35475084.000000 Penalty: 6309.670410
	Iteration 110Q: 3 clusters Score -3.547508e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 166148 members 
Entering Unmasked Estep 
Score: -35475000.000000 Penalty: 6309.670410
	Iteration 111Q: 3 clusters Score -3.5475e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -35475024.000000 Penalty: 6309.670410
	Iteration 112Q: 3 clusters Score -3.547502e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -35475048.000000 Penalty: 6309.670410
	Iteration 113Q: 3 clusters Score -3.547505e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -35475104.000000 Penalty: 6309.670410
	Iteration 114Q: 3 clusters Score -3.54751e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -35474972.000000 Penalty: 6309.670410
	Iteration 115Q: 3 clusters Score -3.547497e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171500 members 
Mstep: Class 2 contains 163240 members 
Entering Unmasked Estep 
Score: -35475112.000000 Penalty: 6309.670410
	Iteration 116Q: 3 clusters Score -3.547511e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172192 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -35475048.000000 Penalty: 6309.670410
	Iteration 117Q: 3 clusters Score -3.547505e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172901 members 
Mstep: Class 2 contains 161839 members 
Entering Unmasked Estep 
Score: -35475120.000000 Penalty: 6309.670410
	Iteration 118Q: 3 clusters Score -3.547512e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173592 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -35475048.000000 Penalty: 6309.670410
	Iteration 119Q: 3 clusters Score -3.547505e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -35475120.000000 Penalty: 6309.670410
	Iteration 120F: 3 clusters Score -3.547512e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 159711 members 
Entering Unmasked Estep 
Score: -35475240.000000 Penalty: 6309.670410
	Iteration 121Q: 3 clusters Score -3.547524e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175737 members 
Mstep: Class 2 contains 159003 members 
Entering Unmasked Estep 
Score: -35475284.000000 Penalty: 6309.670410
	Iteration 122Q: 3 clusters Score -3.547528e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176426 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -35475316.000000 Penalty: 6309.670410
	Iteration 123Q: 3 clusters Score -3.547532e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177142 members 
Mstep: Class 2 contains 157598 members 
Entering Unmasked Estep 
Score: -35475364.000000 Penalty: 6309.670410
	Iteration 124Q: 3 clusters Score -3.547536e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 156849 members 
Entering Unmasked Estep 
Score: -35475436.000000 Penalty: 6309.670410
	Iteration 125Q: 3 clusters Score -3.547544e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -35475468.000000 Penalty: 6309.670410
	Iteration 126Q: 3 clusters Score -3.547547e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179399 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -35475432.000000 Penalty: 6309.670410
	Iteration 127Q: 3 clusters Score -3.547543e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -35475400.000000 Penalty: 6309.670410
	Iteration 128Q: 3 clusters Score -3.54754e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -35475432.000000 Penalty: 6309.670410
	Iteration 129Q: 3 clusters Score -3.547543e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181939 members 
Mstep: Class 2 contains 152801 members 
Entering Unmasked Estep 
Score: -35475484.000000 Penalty: 6309.670410
	Iteration 130Q: 3 clusters Score -3.547548e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182814 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -35475464.000000 Penalty: 6309.670410
	Iteration 131Q: 3 clusters Score -3.547546e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 151035 members 
Entering Unmasked Estep 
Score: -35475540.000000 Penalty: 6309.670410
	Iteration 132Q: 3 clusters Score -3.547554e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 150119 members 
Entering Unmasked Estep 
Score: -35475444.000000 Penalty: 6309.670410
	Iteration 133Q: 3 clusters Score -3.547544e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185511 members 
Mstep: Class 2 contains 149229 members 
Entering Unmasked Estep 
Score: -35475476.000000 Penalty: 6309.670410
	Iteration 134Q: 3 clusters Score -3.547548e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186421 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -35475652.000000 Penalty: 6309.670410
	Iteration 135Q: 3 clusters Score -3.547565e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187357 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -35475604.000000 Penalty: 6309.670410
	Iteration 136Q: 3 clusters Score -3.54756e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188265 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -35475568.000000 Penalty: 6309.670410
	Iteration 137Q: 3 clusters Score -3.547557e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 145600 members 
Entering Unmasked Estep 
Score: -35475544.000000 Penalty: 6309.670410
	Iteration 138Q: 3 clusters Score -3.547554e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189958 members 
Mstep: Class 2 contains 144782 members 
Entering Unmasked Estep 
Score: -35475548.000000 Penalty: 6309.670410
	Iteration 139Q: 3 clusters Score -3.547555e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190792 members 
Mstep: Class 2 contains 143948 members 
Entering Unmasked Estep 
Score: -35475612.000000 Penalty: 6309.670410
	Iteration 140F: 3 clusters Score -3.547561e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191602 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -35475576.000000 Penalty: 6309.670410
	Iteration 141Q: 3 clusters Score -3.547558e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -35475544.000000 Penalty: 6309.670410
	Iteration 142Q: 3 clusters Score -3.547554e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193405 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -35475624.000000 Penalty: 6309.670410
	Iteration 143Q: 3 clusters Score -3.547562e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194369 members 
Mstep: Class 2 contains 140371 members 
Entering Unmasked Estep 
Score: -35475624.000000 Penalty: 6309.670410
	Iteration 144Q: 3 clusters Score -3.547562e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195361 members 
Mstep: Class 2 contains 139379 members 
Entering Unmasked Estep 
Score: -35475560.000000 Penalty: 6309.670410
	Iteration 145Q: 3 clusters Score -3.547556e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196412 members 
Mstep: Class 2 contains 138328 members 
Entering Unmasked Estep 
Score: -35475572.000000 Penalty: 6309.670410
	Iteration 146Q: 3 clusters Score -3.547557e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197527 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -35475640.000000 Penalty: 6309.670410
	Iteration 147Q: 3 clusters Score -3.547564e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198677 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -35475680.000000 Penalty: 6309.670410
	Iteration 148Q: 3 clusters Score -3.547568e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199862 members 
Mstep: Class 2 contains 134878 members 
Entering Unmasked Estep 
Score: -35475560.000000 Penalty: 6309.670410
	Iteration 149Q: 3 clusters Score -3.547556e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201135 members 
Mstep: Class 2 contains 133605 members 
Entering Unmasked Estep 
Score: -35475612.000000 Penalty: 6309.670410
	Iteration 150Q: 3 clusters Score -3.547561e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202443 members 
Mstep: Class 2 contains 132297 members 
Entering Unmasked Estep 
Score: -35475548.000000 Penalty: 6309.670410
	Iteration 151Q: 3 clusters Score -3.547555e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203772 members 
Mstep: Class 2 contains 130968 members 
Entering Unmasked Estep 
Score: -35475584.000000 Penalty: 6309.670410
	Iteration 152Q: 3 clusters Score -3.547558e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205126 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -35475704.000000 Penalty: 6309.670410
	Iteration 153Q: 3 clusters Score -3.54757e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206495 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -35475808.000000 Penalty: 6309.670410
	Iteration 154Q: 3 clusters Score -3.547581e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207913 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -35475920.000000 Penalty: 6309.670410
	Iteration 155Q: 3 clusters Score -3.547592e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209432 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -35476056.000000 Penalty: 6309.670410
	Iteration 156Q: 3 clusters Score -3.547606e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -35476260.000000 Penalty: 6309.670410
	Iteration 157Q: 3 clusters Score -3.547626e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212567 members 
Mstep: Class 2 contains 122173 members 
Entering Unmasked Estep 
Score: -35476352.000000 Penalty: 6309.670410
	Iteration 158Q: 3 clusters Score -3.547635e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214234 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -35476224.000000 Penalty: 6309.670410
	Iteration 159Q: 3 clusters Score -3.547622e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215901 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -35476236.000000 Penalty: 6309.670410
	Iteration 160F: 3 clusters Score -3.547624e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217600 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -35476292.000000 Penalty: 6309.670410
	Iteration 161Q: 3 clusters Score -3.547629e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219346 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -35476384.000000 Penalty: 6309.670410
	Iteration 162Q: 3 clusters Score -3.547638e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221117 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -35476500.000000 Penalty: 6309.670410
	Iteration 163Q: 3 clusters Score -3.54765e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222996 members 
Mstep: Class 2 contains 111744 members 
Entering Unmasked Estep 
Score: -35476700.000000 Penalty: 6309.670410
	Iteration 164Q: 3 clusters Score -3.54767e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224964 members 
Mstep: Class 2 contains 109776 members 
Entering Unmasked Estep 
Score: -35477004.000000 Penalty: 6309.670410
	Iteration 165Q: 3 clusters Score -3.5477e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226957 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -35477140.000000 Penalty: 6309.670410
	Iteration 166Q: 3 clusters Score -3.547714e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228937 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -35477448.000000 Penalty: 6309.670410
	Iteration 167Q: 3 clusters Score -3.547745e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230956 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -35477520.000000 Penalty: 6309.670410
	Iteration 168Q: 3 clusters Score -3.547752e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233079 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -35477832.000000 Penalty: 6309.670410
	Iteration 169Q: 3 clusters Score -3.547783e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235239 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -35477964.000000 Penalty: 6309.670410
	Iteration 170Q: 3 clusters Score -3.547796e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237424 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -35478204.000000 Penalty: 6309.670410
	Iteration 171Q: 3 clusters Score -3.54782e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239643 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -35478584.000000 Penalty: 6309.670410
	Iteration 172Q: 3 clusters Score -3.547858e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241938 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -35478924.000000 Penalty: 6309.670410
	Iteration 173Q: 3 clusters Score -3.547892e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244275 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -35479328.000000 Penalty: 6309.670410
	Iteration 174Q: 3 clusters Score -3.547933e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246691 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -35479628.000000 Penalty: 6309.670410
	Iteration 175Q: 3 clusters Score -3.547963e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249115 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -35480236.000000 Penalty: 6309.670410
	Iteration 176Q: 3 clusters Score -3.548024e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251511 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -35480536.000000 Penalty: 6309.670410
	Iteration 177Q: 3 clusters Score -3.548054e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254045 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -35481116.000000 Penalty: 6309.670410
	Iteration 178Q: 3 clusters Score -3.548112e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256620 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -35481552.000000 Penalty: 6309.670410
	Iteration 179Q: 3 clusters Score -3.548155e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259317 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -35482104.000000 Penalty: 6309.670410
	Iteration 180F: 3 clusters Score -3.54821e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262067 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -35482664.000000 Penalty: 6309.670410
	Iteration 181Q: 3 clusters Score -3.548266e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264911 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -35483412.000000 Penalty: 6309.670410
	Iteration 182Q: 3 clusters Score -3.548341e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267807 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -35483964.000000 Penalty: 6309.670410
	Iteration 183Q: 3 clusters Score -3.548396e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270708 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -35484588.000000 Penalty: 6309.670410
	Iteration 184Q: 3 clusters Score -3.548459e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273617 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -35485288.000000 Penalty: 6309.670410
	Iteration 185Q: 3 clusters Score -3.548529e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276571 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -35485868.000000 Penalty: 6309.670410
	Iteration 186Q: 3 clusters Score -3.548587e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279650 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -35486584.000000 Penalty: 6309.670410
	Iteration 187Q: 3 clusters Score -3.548658e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282812 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -35487444.000000 Penalty: 6309.670410
	Iteration 188Q: 3 clusters Score -3.548744e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286079 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -35488460.000000 Penalty: 6309.670410
	Iteration 189Q: 3 clusters Score -3.548846e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289351 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -35489484.000000 Penalty: 6309.670410
	Iteration 190Q: 3 clusters Score -3.548948e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292703 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -35490784.000000 Penalty: 6309.670410
	Iteration 191Q: 3 clusters Score -3.549078e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295949 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -35491748.000000 Penalty: 6309.670410
	Iteration 192Q: 3 clusters Score -3.549175e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299091 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -35492848.000000 Penalty: 6309.670410
	Iteration 193Q: 3 clusters Score -3.549285e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302188 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -35493960.000000 Penalty: 6309.670410
	Iteration 194Q: 3 clusters Score -3.549396e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305187 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -35495400.000000 Penalty: 6309.670410
	Iteration 195Q: 3 clusters Score -3.54954e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308080 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -35496392.000000 Penalty: 6309.670410
	Iteration 196Q: 3 clusters Score -3.549639e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310772 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -35497424.000000 Penalty: 6309.670410
	Iteration 197Q: 3 clusters Score -3.549742e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313195 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -35498408.000000 Penalty: 6309.670410
	Iteration 198Q: 3 clusters Score -3.549841e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315343 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -35499168.000000 Penalty: 6309.670410
	Iteration 199Q: 3 clusters Score -3.549917e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317181 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -35500016.000000 Penalty: 6309.670410
	Iteration 200F: 3 clusters Score -3.550002e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318789 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -35500932.000000 Penalty: 6309.670410
	Iteration 201Q: 3 clusters Score -3.550093e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320155 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -35501280.000000 Penalty: 6309.670410
	Iteration 202Q: 3 clusters Score -3.550128e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321331 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -35501768.000000 Penalty: 6309.670410
	Iteration 203Q: 3 clusters Score -3.550177e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322317 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -35501964.000000 Penalty: 6309.670410
	Iteration 204Q: 3 clusters Score -3.550196e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323166 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -35502108.000000 Penalty: 6309.670410
	Iteration 205Q: 3 clusters Score -3.550211e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323888 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -35502188.000000 Penalty: 6309.670410
	Iteration 206Q: 3 clusters Score -3.550219e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324477 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -35502256.000000 Penalty: 6309.670410
	Iteration 207Q: 3 clusters Score -3.550226e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324969 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -35502316.000000 Penalty: 6309.670410
	Iteration 208Q: 3 clusters Score -3.550232e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325374 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -35502364.000000 Penalty: 6309.670410
	Iteration 209Q: 3 clusters Score -3.550236e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325704 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -35502496.000000 Penalty: 6309.670410
	Iteration 210Q: 3 clusters Score -3.55025e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325993 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -35502508.000000 Penalty: 6309.670410
	Iteration 211Q: 3 clusters Score -3.550251e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326246 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -35502436.000000 Penalty: 6309.670410
	Iteration 212Q: 3 clusters Score -3.550244e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326458 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -35502412.000000 Penalty: 6309.670410
	Iteration 213Q: 3 clusters Score -3.550241e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326620 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -35502380.000000 Penalty: 6309.670410
	Iteration 214Q: 3 clusters Score -3.550238e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326741 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -35502448.000000 Penalty: 6309.670410
	Iteration 215Q: 3 clusters Score -3.550245e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326867 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -35502444.000000 Penalty: 6309.670410
	Iteration 216Q: 3 clusters Score -3.550244e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326977 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -35502432.000000 Penalty: 6309.670410
	Iteration 217Q: 3 clusters Score -3.550243e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327070 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 218Q: 3 clusters Score -3.550238e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327156 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -35502380.000000 Penalty: 6309.670410
	Iteration 219Q: 3 clusters Score -3.550238e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327226 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -35502416.000000 Penalty: 6309.670410
	Iteration 220F: 3 clusters Score -3.550242e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327291 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -35502440.000000 Penalty: 6309.670410
	Iteration 221Q: 3 clusters Score -3.550244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327352 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -35502452.000000 Penalty: 6309.670410
	Iteration 222Q: 3 clusters Score -3.550245e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327414 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -35502460.000000 Penalty: 6309.670410
	Iteration 223Q: 3 clusters Score -3.550246e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327473 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -35502496.000000 Penalty: 6309.670410
	Iteration 224Q: 3 clusters Score -3.55025e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327533 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -35502472.000000 Penalty: 6309.670410
	Iteration 225Q: 3 clusters Score -3.550247e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327585 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -35502460.000000 Penalty: 6309.670410
	Iteration 226Q: 3 clusters Score -3.550246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327629 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -35502484.000000 Penalty: 6309.670410
	Iteration 227Q: 3 clusters Score -3.550248e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327662 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -35502480.000000 Penalty: 6309.670410
	Iteration 228Q: 3 clusters Score -3.550248e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327695 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -35502480.000000 Penalty: 6309.670410
	Iteration 229Q: 3 clusters Score -3.550248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327723 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -35502480.000000 Penalty: 6309.670410
	Iteration 230Q: 3 clusters Score -3.550248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327766 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -35502444.000000 Penalty: 6309.670410
	Iteration 231Q: 3 clusters Score -3.550244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327805 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -35502428.000000 Penalty: 6309.670410
	Iteration 232Q: 3 clusters Score -3.550243e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327833 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -35502404.000000 Penalty: 6309.670410
	Iteration 233Q: 3 clusters Score -3.55024e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327867 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -35502416.000000 Penalty: 6309.670410
	Iteration 234Q: 3 clusters Score -3.550242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327890 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -35502408.000000 Penalty: 6309.670410
	Iteration 235Q: 3 clusters Score -3.550241e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327915 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -35502432.000000 Penalty: 6309.670410
	Iteration 236Q: 3 clusters Score -3.550243e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327942 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -35502388.000000 Penalty: 6309.670410
	Iteration 237Q: 3 clusters Score -3.550239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327960 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -35502372.000000 Penalty: 6309.670410
	Iteration 238Q: 3 clusters Score -3.550237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327971 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -35502364.000000 Penalty: 6309.670410
	Iteration 239Q: 3 clusters Score -3.550236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327980 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -35502360.000000 Penalty: 6309.670410
	Iteration 240F: 3 clusters Score -3.550236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327986 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 241Q: 3 clusters Score -3.550238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327991 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -35502384.000000 Penalty: 6309.670410
	Iteration 242Q: 3 clusters Score -3.550238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327997 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -35502400.000000 Penalty: 6309.670410
	Iteration 243Q: 3 clusters Score -3.55024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328006 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -35502380.000000 Penalty: 6309.670410
	Iteration 244Q: 3 clusters Score -3.550238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328016 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 245Q: 3 clusters Score -3.550238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328025 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -35502348.000000 Penalty: 6309.670410
	Iteration 246Q: 3 clusters Score -3.550235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328032 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -35502356.000000 Penalty: 6309.670410
	Iteration 247Q: 3 clusters Score -3.550236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328036 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -35502360.000000 Penalty: 6309.670410
	Iteration 248Q: 3 clusters Score -3.550236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328047 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -35502384.000000 Penalty: 6309.670410
	Iteration 249Q: 3 clusters Score -3.550238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328056 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -35502364.000000 Penalty: 6309.670410
	Iteration 250Q: 3 clusters Score -3.550236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328062 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -35502340.000000 Penalty: 6309.670410
	Iteration 251Q: 3 clusters Score -3.550234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328069 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -35502364.000000 Penalty: 6309.670410
	Iteration 252Q: 3 clusters Score -3.550236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328078 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -35502380.000000 Penalty: 6309.670410
	Iteration 253Q: 3 clusters Score -3.550238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328082 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -35502372.000000 Penalty: 6309.670410
	Iteration 254Q: 3 clusters Score -3.550237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328084 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -35502356.000000 Penalty: 6309.670410
	Iteration 255Q: 3 clusters Score -3.550236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328085 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -35502372.000000 Penalty: 6309.670410
	Iteration 256Q: 3 clusters Score -3.550237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328088 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 257Q: 3 clusters Score -3.550238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328090 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -35502400.000000 Penalty: 6309.670410
	Iteration 258Q: 3 clusters Score -3.55024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328090 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 259Q: 3 clusters Score -3.550238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328089 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -35502400.000000 Penalty: 6309.670410
	Iteration 260F: 3 clusters Score -3.55024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328090 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -35502400.000000 Penalty: 6309.670410
	Iteration 261Q: 3 clusters Score -3.55024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328091 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -35502388.000000 Penalty: 6309.670410
	Iteration 262Q: 3 clusters Score -3.550239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328095 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -35502352.000000 Penalty: 6309.670410
	Iteration 263Q: 3 clusters Score -3.550235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328097 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -35502368.000000 Penalty: 6309.670410
	Iteration 264Q: 3 clusters Score -3.550237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328099 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -35502368.000000 Penalty: 6309.670410
	Iteration 265Q: 3 clusters Score -3.550237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328100 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -35502364.000000 Penalty: 6309.670410
	Iteration 266Q: 3 clusters Score -3.550236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328101 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -35502360.000000 Penalty: 6309.670410
	Iteration 267Q: 3 clusters Score -3.550236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328106 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -35502372.000000 Penalty: 6309.670410
	Iteration 268Q: 3 clusters Score -3.550237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328111 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -35502392.000000 Penalty: 6309.670410
	Iteration 269Q: 3 clusters Score -3.550239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328115 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -35502388.000000 Penalty: 6309.670410
	Iteration 270Q: 3 clusters Score -3.550239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328116 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -35502392.000000 Penalty: 6309.670410
	Iteration 271Q: 3 clusters Score -3.550239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328116 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -35502384.000000 Penalty: 6309.670410
	Iteration 272Q: 3 clusters Score -3.550238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328118 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -35502384.000000 Penalty: 6309.670410
	Iteration 273Q: 3 clusters Score -3.550238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328120 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -35502368.000000 Penalty: 6309.670410
	Iteration 274Q: 3 clusters Score -3.550237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328122 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 275Q: 3 clusters Score -3.550238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328122 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -35502376.000000 Penalty: 6309.670410
	Iteration 276F: 3 clusters Score -3.550238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 261996 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 24361 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64857 members 
Mstep: Class 12 contains 306969 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 14749 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 328122 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407752 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 33230 members 
Mstep: Class 22 contains 6618 members 
Entering Unmasked Estep 
Score: -158265184.000000 Penalty: 77678.523438
Splitting cluster 16 changes total score from -158257120.000000 to -158265184.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -37446.269531 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -37446.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36082.593750 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -36082.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36249.535156 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -36249.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36274.824219 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -36274.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36281.839844 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -36281.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36285.800781 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -36285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36287.480469 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -36287.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36291.882812 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -36291.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36291.882812 Penalty: 2968.032471
	Iteration 7F: 3 clusters Score -36291.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (407752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407752 members 
Entering Unmasked Estep 
Score: -43132152.000000 Penalty: 3203.766602
	Iteration 0F: 2 clusters Score -4.313215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204375 members 
Mstep: Class 2 contains 203377 members 
Entering Unmasked Estep 
Score: -42888224.000000 Penalty: 6407.533203
	Iteration 0F: 3 clusters Score -4.288822e+07 nChanged 197710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209873 members 
Mstep: Class 2 contains 197879 members 
Entering Unmasked Estep 
Score: -43005024.000000 Penalty: 6407.533203
	Iteration 1F: 3 clusters Score -4.300502e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214162 members 
Mstep: Class 2 contains 193590 members 
Entering Unmasked Estep 
Score: -43007056.000000 Penalty: 6407.533203
	Iteration 2Q: 3 clusters Score -4.300706e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221249 members 
Mstep: Class 2 contains 186503 members 
Entering Unmasked Estep 
Score: -43010556.000000 Penalty: 6407.533203
	Iteration 3Q: 3 clusters Score -4.301056e+07 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232376 members 
Mstep: Class 2 contains 175376 members 
Entering Unmasked Estep 
Score: -43015568.000000 Penalty: 6407.533203
	Iteration 4Q: 3 clusters Score -4.301557e+07 nChanged 19260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249334 members 
Mstep: Class 2 contains 158418 members 
Entering Unmasked Estep 
Score: -43024892.000000 Penalty: 6407.533203
	Iteration 5Q: 3 clusters Score -4.302489e+07 nChanged 25625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273529 members 
Mstep: Class 2 contains 134223 members 
Entering Unmasked Estep 
Score: -43041484.000000 Penalty: 6407.533203
	Iteration 6F: 3 clusters Score -4.304148e+07 nChanged 31120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304057 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -43066376.000000 Penalty: 6407.533203
	Iteration 7F: 3 clusters Score -4.306638e+07 nChanged 31943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335768 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -43092028.000000 Penalty: 6407.533203
	Iteration 8F: 3 clusters Score -4.309203e+07 nChanged 25080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360516 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -43108676.000000 Penalty: 6407.533203
	Iteration 9F: 3 clusters Score -4.310868e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375687 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -43116900.000000 Penalty: 6407.533203
	Iteration 10Q: 3 clusters Score -4.31169e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384732 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -43121396.000000 Penalty: 6407.533203
	Iteration 11Q: 3 clusters Score -4.31214e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390478 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -43123556.000000 Penalty: 6407.533203
	Iteration 12Q: 3 clusters Score -4.312356e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394292 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -43124908.000000 Penalty: 6407.533203
	Iteration 13Q: 3 clusters Score -4.312491e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396958 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -43125932.000000 Penalty: 6407.533203
	Iteration 14Q: 3 clusters Score -4.312593e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398982 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -43126588.000000 Penalty: 6407.533203
	Iteration 15Q: 3 clusters Score -4.312659e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400496 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -43127156.000000 Penalty: 6407.533203
	Iteration 16Q: 3 clusters Score -4.312716e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401636 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -43127560.000000 Penalty: 6407.533203
	Iteration 17Q: 3 clusters Score -4.312756e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402536 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -43127736.000000 Penalty: 6407.533203
	Iteration 18Q: 3 clusters Score -4.312774e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403232 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -43128068.000000 Penalty: 6407.533203
	Iteration 19Q: 3 clusters Score -4.312807e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403765 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -43128172.000000 Penalty: 6407.533203
	Iteration 20F: 3 clusters Score -4.312817e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404177 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -43128304.000000 Penalty: 6407.533203
	Iteration 21Q: 3 clusters Score -4.31283e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404505 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -43128496.000000 Penalty: 6407.533203
	Iteration 22Q: 3 clusters Score -4.31285e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404758 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -43128660.000000 Penalty: 6407.533203
	Iteration 23Q: 3 clusters Score -4.312866e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404991 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -43128848.000000 Penalty: 6407.533203
	Iteration 24Q: 3 clusters Score -4.312885e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405181 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -43128868.000000 Penalty: 6407.533203
	Iteration 25Q: 3 clusters Score -4.312887e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405337 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -43128936.000000 Penalty: 6407.533203
	Iteration 26Q: 3 clusters Score -4.312894e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405462 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -43129020.000000 Penalty: 6407.533203
	Iteration 27Q: 3 clusters Score -4.312902e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405559 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -43129072.000000 Penalty: 6407.533203
	Iteration 28Q: 3 clusters Score -4.312907e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405640 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -43129116.000000 Penalty: 6407.533203
	Iteration 29Q: 3 clusters Score -4.312912e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405711 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -43129200.000000 Penalty: 6407.533203
	Iteration 30Q: 3 clusters Score -4.31292e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405769 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -43129284.000000 Penalty: 6407.533203
	Iteration 31Q: 3 clusters Score -4.312928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405815 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -43129316.000000 Penalty: 6407.533203
	Iteration 32Q: 3 clusters Score -4.312932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405850 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -43129324.000000 Penalty: 6407.533203
	Iteration 33Q: 3 clusters Score -4.312932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405879 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -43129356.000000 Penalty: 6407.533203
	Iteration 34Q: 3 clusters Score -4.312936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405901 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -43129368.000000 Penalty: 6407.533203
	Iteration 35Q: 3 clusters Score -4.312937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405925 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -43129396.000000 Penalty: 6407.533203
	Iteration 36Q: 3 clusters Score -4.31294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405948 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -43129400.000000 Penalty: 6407.533203
	Iteration 37Q: 3 clusters Score -4.31294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405966 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -43129436.000000 Penalty: 6407.533203
	Iteration 38Q: 3 clusters Score -4.312944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -43129464.000000 Penalty: 6407.533203
	Iteration 39Q: 3 clusters Score -4.312946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405987 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -43129448.000000 Penalty: 6407.533203
	Iteration 40F: 3 clusters Score -4.312945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405997 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -43129452.000000 Penalty: 6407.533203
	Iteration 41Q: 3 clusters Score -4.312945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406004 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -43129500.000000 Penalty: 6407.533203
	Iteration 42Q: 3 clusters Score -4.31295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406009 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -43129500.000000 Penalty: 6407.533203
	Iteration 43Q: 3 clusters Score -4.31295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -43129504.000000 Penalty: 6407.533203
	Iteration 44Q: 3 clusters Score -4.31295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406014 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -43129520.000000 Penalty: 6407.533203
	Iteration 45Q: 3 clusters Score -4.312952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406009 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -43129496.000000 Penalty: 6407.533203
	Iteration 46Q: 3 clusters Score -4.31295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -43129520.000000 Penalty: 6407.533203
	Iteration 47Q: 3 clusters Score -4.312952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406009 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -43129504.000000 Penalty: 6407.533203
	Iteration 48Q: 3 clusters Score -4.31295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406014 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -43129544.000000 Penalty: 6407.533203
	Iteration 49Q: 3 clusters Score -4.312954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -43129536.000000 Penalty: 6407.533203
	Iteration 50Q: 3 clusters Score -4.312954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406017 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -43129548.000000 Penalty: 6407.533203
	Iteration 51Q: 3 clusters Score -4.312955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -43129516.000000 Penalty: 6407.533203
	Iteration 52Q: 3 clusters Score -4.312952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406019 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -43129488.000000 Penalty: 6407.533203
	Iteration 53Q: 3 clusters Score -4.312949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406023 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -43129480.000000 Penalty: 6407.533203
	Iteration 54Q: 3 clusters Score -4.312948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406030 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -43129500.000000 Penalty: 6407.533203
	Iteration 55Q: 3 clusters Score -4.31295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406035 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -43129468.000000 Penalty: 6407.533203
	Iteration 56Q: 3 clusters Score -4.312947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406036 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -43129480.000000 Penalty: 6407.533203
	Iteration 57Q: 3 clusters Score -4.312948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406039 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -43129500.000000 Penalty: 6407.533203
	Iteration 58Q: 3 clusters Score -4.31295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406048 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -43129504.000000 Penalty: 6407.533203
	Iteration 59Q: 3 clusters Score -4.31295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406049 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -43129512.000000 Penalty: 6407.533203
	Iteration 60F: 3 clusters Score -4.312951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -43129508.000000 Penalty: 6407.533203
	Iteration 61Q: 3 clusters Score -4.312951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406046 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -43129496.000000 Penalty: 6407.533203
	Iteration 62Q: 3 clusters Score -4.31295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -43129492.000000 Penalty: 6407.533203
	Iteration 63Q: 3 clusters Score -4.312949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406048 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -43129524.000000 Penalty: 6407.533203
	Iteration 64Q: 3 clusters Score -4.312952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406050 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -43129516.000000 Penalty: 6407.533203
	Iteration 65Q: 3 clusters Score -4.312952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406054 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -43129512.000000 Penalty: 6407.533203
	Iteration 66Q: 3 clusters Score -4.312951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406057 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -43129500.000000 Penalty: 6407.533203
	Iteration 67Q: 3 clusters Score -4.31295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406058 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -43129496.000000 Penalty: 6407.533203
	Iteration 68Q: 3 clusters Score -4.31295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406057 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -43129504.000000 Penalty: 6407.533203
	Iteration 69Q: 3 clusters Score -4.31295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406057 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -43129516.000000 Penalty: 6407.533203
	Iteration 70Q: 3 clusters Score -4.312952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406057 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -43129512.000000 Penalty: 6407.533203
	Iteration 71Q: 3 clusters Score -4.312951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406056 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -43129516.000000 Penalty: 6407.533203
	Iteration 72Q: 3 clusters Score -4.312952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406058 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -43129508.000000 Penalty: 6407.533203
	Iteration 73Q: 3 clusters Score -4.312951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406060 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -43129500.000000 Penalty: 6407.533203
	Iteration 74Q: 3 clusters Score -4.31295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406057 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -43129524.000000 Penalty: 6407.533203
	Iteration 75Q: 3 clusters Score -4.312952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406055 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -43129536.000000 Penalty: 6407.533203
	Iteration 76Q: 3 clusters Score -4.312954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406055 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -43129524.000000 Penalty: 6407.533203
	Iteration 77Q: 3 clusters Score -4.312952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406054 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -43129528.000000 Penalty: 6407.533203
	Iteration 78Q: 3 clusters Score -4.312953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406055 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -43129544.000000 Penalty: 6407.533203
	Iteration 79Q: 3 clusters Score -4.312954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406056 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -43129540.000000 Penalty: 6407.533203
	Iteration 80F: 3 clusters Score -4.312954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406059 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -43129536.000000 Penalty: 6407.533203
	Iteration 81Q: 3 clusters Score -4.312954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406061 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -43129516.000000 Penalty: 6407.533203
	Iteration 82Q: 3 clusters Score -4.312952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406063 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -43129544.000000 Penalty: 6407.533203
	Iteration 83Q: 3 clusters Score -4.312954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406066 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -43129532.000000 Penalty: 6407.533203
	Iteration 84Q: 3 clusters Score -4.312953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406066 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -43129536.000000 Penalty: 6407.533203
	Iteration 85Q: 3 clusters Score -4.312954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406067 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -43129540.000000 Penalty: 6407.533203
	Iteration 86Q: 3 clusters Score -4.312954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406069 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -43129520.000000 Penalty: 6407.533203
	Iteration 87Q: 3 clusters Score -4.312952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406074 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -43129544.000000 Penalty: 6407.533203
	Iteration 88Q: 3 clusters Score -4.312954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406075 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -43129540.000000 Penalty: 6407.533203
	Iteration 89Q: 3 clusters Score -4.312954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406075 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -43129536.000000 Penalty: 6407.533203
	Iteration 90Q: 3 clusters Score -4.312954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406072 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -43129556.000000 Penalty: 6407.533203
	Iteration 91Q: 3 clusters Score -4.312956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406070 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -43129576.000000 Penalty: 6407.533203
	Iteration 92Q: 3 clusters Score -4.312958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406068 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -43129568.000000 Penalty: 6407.533203
	Iteration 93Q: 3 clusters Score -4.312957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406067 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -43129560.000000 Penalty: 6407.533203
	Iteration 94Q: 3 clusters Score -4.312956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406071 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -43129548.000000 Penalty: 6407.533203
	Iteration 95Q: 3 clusters Score -4.312955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406074 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -43129548.000000 Penalty: 6407.533203
	Iteration 96Q: 3 clusters Score -4.312955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406073 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -43129560.000000 Penalty: 6407.533203
	Iteration 97Q: 3 clusters Score -4.312956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406072 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -43129564.000000 Penalty: 6407.533203
	Iteration 98Q: 3 clusters Score -4.312956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406075 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -43129548.000000 Penalty: 6407.533203
	Iteration 99Q: 3 clusters Score -4.312955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406075 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -43129572.000000 Penalty: 6407.533203
	Iteration 100F: 3 clusters Score -4.312957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406079 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -43129532.000000 Penalty: 6407.533203
	Iteration 101Q: 3 clusters Score -4.312953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406081 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -43129520.000000 Penalty: 6407.533203
	Iteration 102Q: 3 clusters Score -4.312952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406083 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -43129556.000000 Penalty: 6407.533203
	Iteration 103Q: 3 clusters Score -4.312956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406088 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -43129588.000000 Penalty: 6407.533203
	Iteration 104Q: 3 clusters Score -4.312959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406091 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -43129580.000000 Penalty: 6407.533203
	Iteration 105Q: 3 clusters Score -4.312958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406095 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -43129548.000000 Penalty: 6407.533203
	Iteration 106Q: 3 clusters Score -4.312955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -43129576.000000 Penalty: 6407.533203
	Iteration 107Q: 3 clusters Score -4.312958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406101 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -43129580.000000 Penalty: 6407.533203
	Iteration 108Q: 3 clusters Score -4.312958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406105 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -43129560.000000 Penalty: 6407.533203
	Iteration 109Q: 3 clusters Score -4.312956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406112 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -43129584.000000 Penalty: 6407.533203
	Iteration 110Q: 3 clusters Score -4.312958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406120 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -43129596.000000 Penalty: 6407.533203
	Iteration 111Q: 3 clusters Score -4.31296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406123 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -43129580.000000 Penalty: 6407.533203
	Iteration 112Q: 3 clusters Score -4.312958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406132 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -43129584.000000 Penalty: 6407.533203
	Iteration 113Q: 3 clusters Score -4.312958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406134 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -43129620.000000 Penalty: 6407.533203
	Iteration 114Q: 3 clusters Score -4.312962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406138 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -43129624.000000 Penalty: 6407.533203
	Iteration 115Q: 3 clusters Score -4.312962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406144 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -43129628.000000 Penalty: 6407.533203
	Iteration 116Q: 3 clusters Score -4.312963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406150 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -43129612.000000 Penalty: 6407.533203
	Iteration 117Q: 3 clusters Score -4.312961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406156 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -43129628.000000 Penalty: 6407.533203
	Iteration 118Q: 3 clusters Score -4.312963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406162 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -43129632.000000 Penalty: 6407.533203
	Iteration 119Q: 3 clusters Score -4.312963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406163 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -43129616.000000 Penalty: 6407.533203
	Iteration 120F: 3 clusters Score -4.312962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406168 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -43129580.000000 Penalty: 6407.533203
	Iteration 121Q: 3 clusters Score -4.312958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406168 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -43129580.000000 Penalty: 6407.533203
	Iteration 122F: 3 clusters Score -4.312958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Entering Unmasked Estep 
Score: -1763448.750000 Penalty: 2412.692383
	Iteration 0F: 2 clusters Score -1763449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1751528.375000 Penalty: 4825.384766
	Iteration 0F: 3 clusters Score -1751528 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1755443.000000 Penalty: 4825.384766
	Iteration 1F: 3 clusters Score -1755443 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1755799.000000 Penalty: 4825.384766
	Iteration 2F: 3 clusters Score -1755799 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1756066.625000 Penalty: 4825.384766
	Iteration 3Q: 3 clusters Score -1756067 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1756295.375000 Penalty: 4825.384766
	Iteration 4Q: 3 clusters Score -1756295 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1756525.250000 Penalty: 4825.384766
	Iteration 5Q: 3 clusters Score -1756525 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1756748.375000 Penalty: 4825.384766
	Iteration 6Q: 3 clusters Score -1756748 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1757031.125000 Penalty: 4825.384766
	Iteration 7Q: 3 clusters Score -1757031 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1757340.125000 Penalty: 4825.384766
	Iteration 8Q: 3 clusters Score -1757340 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1757669.250000 Penalty: 4825.384766
	Iteration 9Q: 3 clusters Score -1757669 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1758025.250000 Penalty: 4825.384766
	Iteration 10Q: 3 clusters Score -1758025 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1758363.250000 Penalty: 4825.384766
	Iteration 11Q: 3 clusters Score -1758363 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1758694.750000 Penalty: 4825.384766
	Iteration 12Q: 3 clusters Score -1758695 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1758999.000000 Penalty: 4825.384766
	Iteration 13Q: 3 clusters Score -1758999 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1759290.000000 Penalty: 4825.384766
	Iteration 14Q: 3 clusters Score -1759290 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1759535.125000 Penalty: 4825.384766
	Iteration 15Q: 3 clusters Score -1759535 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1759713.125000 Penalty: 4825.384766
	Iteration 16Q: 3 clusters Score -1759713 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1759895.750000 Penalty: 4825.384766
	Iteration 17Q: 3 clusters Score -1759896 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1760036.375000 Penalty: 4825.384766
	Iteration 18Q: 3 clusters Score -1760036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1760138.125000 Penalty: 4825.384766
	Iteration 19Q: 3 clusters Score -1760138 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1760205.375000 Penalty: 4825.384766
	Iteration 20F: 3 clusters Score -1760205 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1760261.375000 Penalty: 4825.384766
	Iteration 21Q: 3 clusters Score -1760261 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1760308.000000 Penalty: 4825.384766
	Iteration 22Q: 3 clusters Score -1760308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1760353.250000 Penalty: 4825.384766
	Iteration 23Q: 3 clusters Score -1760353 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1760397.000000 Penalty: 4825.384766
	Iteration 24Q: 3 clusters Score -1760397 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1760442.125000 Penalty: 4825.384766
	Iteration 25Q: 3 clusters Score -1760442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1760485.750000 Penalty: 4825.384766
	Iteration 26Q: 3 clusters Score -1760486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1760528.750000 Penalty: 4825.384766
	Iteration 27Q: 3 clusters Score -1760529 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1760578.375000 Penalty: 4825.384766
	Iteration 28Q: 3 clusters Score -1760578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1760629.250000 Penalty: 4825.384766
	Iteration 29Q: 3 clusters Score -1760629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1760684.125000 Penalty: 4825.384766
	Iteration 30Q: 3 clusters Score -1760684 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1760745.250000 Penalty: 4825.384766
	Iteration 31Q: 3 clusters Score -1760745 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1760795.875000 Penalty: 4825.384766
	Iteration 32Q: 3 clusters Score -1760796 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1760857.125000 Penalty: 4825.384766
	Iteration 33Q: 3 clusters Score -1760857 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1760926.750000 Penalty: 4825.384766
	Iteration 34Q: 3 clusters Score -1760927 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1760984.875000 Penalty: 4825.384766
	Iteration 35Q: 3 clusters Score -1760985 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1761049.500000 Penalty: 4825.384766
	Iteration 36Q: 3 clusters Score -1761050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1761097.750000 Penalty: 4825.384766
	Iteration 37Q: 3 clusters Score -1761098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1761147.875000 Penalty: 4825.384766
	Iteration 38Q: 3 clusters Score -1761148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1761197.875000 Penalty: 4825.384766
	Iteration 39Q: 3 clusters Score -1761198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1761243.750000 Penalty: 4825.384766
	Iteration 40F: 3 clusters Score -1761244 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1761279.875000 Penalty: 4825.384766
	Iteration 41Q: 3 clusters Score -1761280 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1761308.500000 Penalty: 4825.384766
	Iteration 42Q: 3 clusters Score -1761308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1761339.250000 Penalty: 4825.384766
	Iteration 43Q: 3 clusters Score -1761339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1761366.250000 Penalty: 4825.384766
	Iteration 44Q: 3 clusters Score -1761366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1761395.125000 Penalty: 4825.384766
	Iteration 45Q: 3 clusters Score -1761395 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1761427.750000 Penalty: 4825.384766
	Iteration 46Q: 3 clusters Score -1761428 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1761458.875000 Penalty: 4825.384766
	Iteration 47Q: 3 clusters Score -1761459 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1761489.250000 Penalty: 4825.384766
	Iteration 48Q: 3 clusters Score -1761489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1761511.875000 Penalty: 4825.384766
	Iteration 49Q: 3 clusters Score -1761512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1761525.500000 Penalty: 4825.384766
	Iteration 50Q: 3 clusters Score -1761526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1761540.750000 Penalty: 4825.384766
	Iteration 51Q: 3 clusters Score -1761541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1761561.125000 Penalty: 4825.384766
	Iteration 52Q: 3 clusters Score -1761561 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1761582.000000 Penalty: 4825.384766
	Iteration 53Q: 3 clusters Score -1761582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1761593.250000 Penalty: 4825.384766
	Iteration 54Q: 3 clusters Score -1761593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1761594.750000 Penalty: 4825.384766
	Iteration 55Q: 3 clusters Score -1761595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1761598.000000 Penalty: 4825.384766
	Iteration 56Q: 3 clusters Score -1761598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1761607.750000 Penalty: 4825.384766
	Iteration 57Q: 3 clusters Score -1761608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1761614.125000 Penalty: 4825.384766
	Iteration 58Q: 3 clusters Score -1761614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1761618.000000 Penalty: 4825.384766
	Iteration 59Q: 3 clusters Score -1761618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1761618.000000 Penalty: 4825.384766
	Iteration 60F: 3 clusters Score -1761618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1761632.000000 Penalty: 4825.384766
	Iteration 61Q: 3 clusters Score -1761632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1761638.000000 Penalty: 4825.384766
	Iteration 62Q: 3 clusters Score -1761638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1761646.625000 Penalty: 4825.384766
	Iteration 63Q: 3 clusters Score -1761647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1761656.125000 Penalty: 4825.384766
	Iteration 64Q: 3 clusters Score -1761656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1761665.625000 Penalty: 4825.384766
	Iteration 65Q: 3 clusters Score -1761666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1761671.125000 Penalty: 4825.384766
	Iteration 66Q: 3 clusters Score -1761671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1761677.500000 Penalty: 4825.384766
	Iteration 67Q: 3 clusters Score -1761678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1761684.375000 Penalty: 4825.384766
	Iteration 68Q: 3 clusters Score -1761684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1761698.000000 Penalty: 4825.384766
	Iteration 69Q: 3 clusters Score -1761698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1761696.375000 Penalty: 4825.384766
	Iteration 70Q: 3 clusters Score -1761696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1761698.625000 Penalty: 4825.384766
	Iteration 71Q: 3 clusters Score -1761699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1761704.375000 Penalty: 4825.384766
	Iteration 72Q: 3 clusters Score -1761704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1761710.125000 Penalty: 4825.384766
	Iteration 73Q: 3 clusters Score -1761710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1761711.875000 Penalty: 4825.384766
	Iteration 74Q: 3 clusters Score -1761712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1761718.250000 Penalty: 4825.384766
	Iteration 75Q: 3 clusters Score -1761718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1761716.250000 Penalty: 4825.384766
	Iteration 76Q: 3 clusters Score -1761716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1761725.625000 Penalty: 4825.384766
	Iteration 77Q: 3 clusters Score -1761726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1761724.000000 Penalty: 4825.384766
	Iteration 78Q: 3 clusters Score -1761724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1761723.875000 Penalty: 4825.384766
	Iteration 79Q: 3 clusters Score -1761724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1761722.625000 Penalty: 4825.384766
	Iteration 80F: 3 clusters Score -1761723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1761725.500000 Penalty: 4825.384766
	Iteration 81Q: 3 clusters Score -1761726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1761729.125000 Penalty: 4825.384766
	Iteration 82Q: 3 clusters Score -1761729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1761732.125000 Penalty: 4825.384766
	Iteration 83Q: 3 clusters Score -1761732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1761731.375000 Penalty: 4825.384766
	Iteration 84Q: 3 clusters Score -1761731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1761732.875000 Penalty: 4825.384766
	Iteration 85Q: 3 clusters Score -1761733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1761733.125000 Penalty: 4825.384766
	Iteration 86Q: 3 clusters Score -1761733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1761733.125000 Penalty: 4825.384766
	Iteration 87F: 3 clusters Score -1761733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Entering Unmasked Estep 
Score: -3594636.500000 Penalty: 2581.979736
	Iteration 0F: 2 clusters Score -3594636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3572101.250000 Penalty: 5163.959473
	Iteration 0F: 3 clusters Score -3572101 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3580194.250000 Penalty: 5163.959473
	Iteration 1F: 3 clusters Score -3580194 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3580753.750000 Penalty: 5163.959473
	Iteration 2Q: 3 clusters Score -3580754 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3581310.250000 Penalty: 5163.959473
	Iteration 3Q: 3 clusters Score -3581310 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3581951.500000 Penalty: 5163.959473
	Iteration 4Q: 3 clusters Score -3581952 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3582756.750000 Penalty: 5163.959473
	Iteration 5Q: 3 clusters Score -3582757 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3583741.750000 Penalty: 5163.959473
	Iteration 6Q: 3 clusters Score -3583742 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3584925.500000 Penalty: 5163.959473
	Iteration 7F: 3 clusters Score -3584926 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3586253.500000 Penalty: 5163.959473
	Iteration 8F: 3 clusters Score -3586254 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3587608.250000 Penalty: 5163.959473
	Iteration 9F: 3 clusters Score -3587608 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3588782.000000 Penalty: 5163.959473
	Iteration 10F: 3 clusters Score -3588782 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3589515.750000 Penalty: 5163.959473
	Iteration 11Q: 3 clusters Score -3589516 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3589904.250000 Penalty: 5163.959473
	Iteration 12Q: 3 clusters Score -3589904 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3590118.750000 Penalty: 5163.959473
	Iteration 13Q: 3 clusters Score -3590119 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3590249.750000 Penalty: 5163.959473
	Iteration 14Q: 3 clusters Score -3590250 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3590356.000000 Penalty: 5163.959473
	Iteration 15Q: 3 clusters Score -3590356 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3590447.750000 Penalty: 5163.959473
	Iteration 16Q: 3 clusters Score -3590448 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3590507.500000 Penalty: 5163.959473
	Iteration 17Q: 3 clusters Score -3590508 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3590573.750000 Penalty: 5163.959473
	Iteration 18Q: 3 clusters Score -3590574 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3590643.250000 Penalty: 5163.959473
	Iteration 19Q: 3 clusters Score -3590643 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3590678.750000 Penalty: 5163.959473
	Iteration 20F: 3 clusters Score -3590679 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3590734.250000 Penalty: 5163.959473
	Iteration 21Q: 3 clusters Score -3590734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3590743.250000 Penalty: 5163.959473
	Iteration 22Q: 3 clusters Score -3590743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3590785.250000 Penalty: 5163.959473
	Iteration 23Q: 3 clusters Score -3590785 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3590801.250000 Penalty: 5163.959473
	Iteration 24Q: 3 clusters Score -3590801 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3590826.000000 Penalty: 5163.959473
	Iteration 25Q: 3 clusters Score -3590826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3590845.750000 Penalty: 5163.959473
	Iteration 26Q: 3 clusters Score -3590846 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3590861.500000 Penalty: 5163.959473
	Iteration 27Q: 3 clusters Score -3590862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3590878.750000 Penalty: 5163.959473
	Iteration 28Q: 3 clusters Score -3590879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3590893.000000 Penalty: 5163.959473
	Iteration 29Q: 3 clusters Score -3590893 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3590918.500000 Penalty: 5163.959473
	Iteration 30Q: 3 clusters Score -3590918 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3590929.750000 Penalty: 5163.959473
	Iteration 31Q: 3 clusters Score -3590930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3590975.000000 Penalty: 5163.959473
	Iteration 32Q: 3 clusters Score -3590975 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3591009.750000 Penalty: 5163.959473
	Iteration 33Q: 3 clusters Score -3591010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3591040.000000 Penalty: 5163.959473
	Iteration 34Q: 3 clusters Score -3591040 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3591069.750000 Penalty: 5163.959473
	Iteration 35Q: 3 clusters Score -3591070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3591097.250000 Penalty: 5163.959473
	Iteration 36Q: 3 clusters Score -3591097 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3591146.000000 Penalty: 5163.959473
	Iteration 37Q: 3 clusters Score -3591146 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3591170.250000 Penalty: 5163.959473
	Iteration 38Q: 3 clusters Score -3591170 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3591207.500000 Penalty: 5163.959473
	Iteration 39Q: 3 clusters Score -3591208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3591257.250000 Penalty: 5163.959473
	Iteration 40F: 3 clusters Score -3591257 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3591308.500000 Penalty: 5163.959473
	Iteration 41Q: 3 clusters Score -3591308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3591353.500000 Penalty: 5163.959473
	Iteration 42Q: 3 clusters Score -3591354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3591407.250000 Penalty: 5163.959473
	Iteration 43Q: 3 clusters Score -3591407 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3591450.750000 Penalty: 5163.959473
	Iteration 44Q: 3 clusters Score -3591451 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3591474.500000 Penalty: 5163.959473
	Iteration 45Q: 3 clusters Score -3591474 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3591502.750000 Penalty: 5163.959473
	Iteration 46Q: 3 clusters Score -3591503 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3591541.750000 Penalty: 5163.959473
	Iteration 47Q: 3 clusters Score -3591542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3591584.250000 Penalty: 5163.959473
	Iteration 48Q: 3 clusters Score -3591584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3591623.250000 Penalty: 5163.959473
	Iteration 49Q: 3 clusters Score -3591623 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3591657.500000 Penalty: 5163.959473
	Iteration 50Q: 3 clusters Score -3591658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3591669.750000 Penalty: 5163.959473
	Iteration 51Q: 3 clusters Score -3591670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3591703.750000 Penalty: 5163.959473
	Iteration 52Q: 3 clusters Score -3591704 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3591721.000000 Penalty: 5163.959473
	Iteration 53Q: 3 clusters Score -3591721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3591737.000000 Penalty: 5163.959473
	Iteration 54Q: 3 clusters Score -3591737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3591754.500000 Penalty: 5163.959473
	Iteration 55Q: 3 clusters Score -3591754 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3591786.250000 Penalty: 5163.959473
	Iteration 56Q: 3 clusters Score -3591786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3591801.750000 Penalty: 5163.959473
	Iteration 57Q: 3 clusters Score -3591802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3591814.500000 Penalty: 5163.959473
	Iteration 58Q: 3 clusters Score -3591814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3591838.250000 Penalty: 5163.959473
	Iteration 59Q: 3 clusters Score -3591838 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3591870.750000 Penalty: 5163.959473
	Iteration 60F: 3 clusters Score -3591871 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3591900.750000 Penalty: 5163.959473
	Iteration 61Q: 3 clusters Score -3591901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3591931.750000 Penalty: 5163.959473
	Iteration 62Q: 3 clusters Score -3591932 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3591943.750000 Penalty: 5163.959473
	Iteration 63Q: 3 clusters Score -3591944 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3591956.250000 Penalty: 5163.959473
	Iteration 64Q: 3 clusters Score -3591956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3591974.250000 Penalty: 5163.959473
	Iteration 65Q: 3 clusters Score -3591974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3591996.750000 Penalty: 5163.959473
	Iteration 66Q: 3 clusters Score -3591997 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3592011.000000 Penalty: 5163.959473
	Iteration 67Q: 3 clusters Score -3592011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3592025.750000 Penalty: 5163.959473
	Iteration 68Q: 3 clusters Score -3592026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3592041.500000 Penalty: 5163.959473
	Iteration 69Q: 3 clusters Score -3592042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3592058.500000 Penalty: 5163.959473
	Iteration 70Q: 3 clusters Score -3592058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3592070.000000 Penalty: 5163.959473
	Iteration 71Q: 3 clusters Score -3592070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3592082.250000 Penalty: 5163.959473
	Iteration 72Q: 3 clusters Score -3592082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3592111.000000 Penalty: 5163.959473
	Iteration 73Q: 3 clusters Score -3592111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3592116.500000 Penalty: 5163.959473
	Iteration 74Q: 3 clusters Score -3592116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3592137.500000 Penalty: 5163.959473
	Iteration 75Q: 3 clusters Score -3592138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3592160.000000 Penalty: 5163.959473
	Iteration 76Q: 3 clusters Score -3592160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3592184.500000 Penalty: 5163.959473
	Iteration 77Q: 3 clusters Score -3592184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3592199.250000 Penalty: 5163.959473
	Iteration 78Q: 3 clusters Score -3592199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3592212.500000 Penalty: 5163.959473
	Iteration 79Q: 3 clusters Score -3592212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3592220.000000 Penalty: 5163.959473
	Iteration 80F: 3 clusters Score -3592220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3592233.750000 Penalty: 5163.959473
	Iteration 81Q: 3 clusters Score -3592234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3592241.000000 Penalty: 5163.959473
	Iteration 82Q: 3 clusters Score -3592241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3592260.500000 Penalty: 5163.959473
	Iteration 83Q: 3 clusters Score -3592260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3592268.250000 Penalty: 5163.959473
	Iteration 84Q: 3 clusters Score -3592268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3592274.000000 Penalty: 5163.959473
	Iteration 85Q: 3 clusters Score -3592274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3592289.000000 Penalty: 5163.959473
	Iteration 86Q: 3 clusters Score -3592289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3592289.000000 Penalty: 5163.959473
	Iteration 87Q: 3 clusters Score -3592289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3592293.750000 Penalty: 5163.959473
	Iteration 88Q: 3 clusters Score -3592294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3592301.000000 Penalty: 5163.959473
	Iteration 89Q: 3 clusters Score -3592301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3592319.500000 Penalty: 5163.959473
	Iteration 90Q: 3 clusters Score -3592320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3592309.000000 Penalty: 5163.959473
	Iteration 91Q: 3 clusters Score -3592309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3592314.500000 Penalty: 5163.959473
	Iteration 92Q: 3 clusters Score -3592314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3592326.500000 Penalty: 5163.959473
	Iteration 93Q: 3 clusters Score -3592326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -3592328.500000 Penalty: 5163.959473
	Iteration 94Q: 3 clusters Score -3592328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3592341.000000 Penalty: 5163.959473
	Iteration 95Q: 3 clusters Score -3592341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3592344.250000 Penalty: 5163.959473
	Iteration 96Q: 3 clusters Score -3592344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3592341.000000 Penalty: 5163.959473
	Iteration 97Q: 3 clusters Score -3592341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3592348.750000 Penalty: 5163.959473
	Iteration 98Q: 3 clusters Score -3592349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3592348.750000 Penalty: 5163.959473
	Iteration 99Q: 3 clusters Score -3592349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3592363.750000 Penalty: 5163.959473
	Iteration 100F: 3 clusters Score -3592364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3592371.250000 Penalty: 5163.959473
	Iteration 101Q: 3 clusters Score -3592371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3592377.500000 Penalty: 5163.959473
	Iteration 102Q: 3 clusters Score -3592378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3592378.250000 Penalty: 5163.959473
	Iteration 103Q: 3 clusters Score -3592378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3592385.250000 Penalty: 5163.959473
	Iteration 104Q: 3 clusters Score -3592385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3592386.000000 Penalty: 5163.959473
	Iteration 105Q: 3 clusters Score -3592386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3592391.250000 Penalty: 5163.959473
	Iteration 106Q: 3 clusters Score -3592391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3592390.250000 Penalty: 5163.959473
	Iteration 107Q: 3 clusters Score -3592390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3592397.250000 Penalty: 5163.959473
	Iteration 108Q: 3 clusters Score -3592397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3592400.750000 Penalty: 5163.959473
	Iteration 109Q: 3 clusters Score -3592401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3592392.000000 Penalty: 5163.959473
	Iteration 110Q: 3 clusters Score -3592392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3592399.000000 Penalty: 5163.959473
	Iteration 111Q: 3 clusters Score -3592399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3592408.500000 Penalty: 5163.959473
	Iteration 112Q: 3 clusters Score -3592408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3592410.500000 Penalty: 5163.959473
	Iteration 113Q: 3 clusters Score -3592410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3592415.750000 Penalty: 5163.959473
	Iteration 114Q: 3 clusters Score -3592416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3592412.000000 Penalty: 5163.959473
	Iteration 115Q: 3 clusters Score -3592412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3592418.250000 Penalty: 5163.959473
	Iteration 116Q: 3 clusters Score -3592418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3592422.750000 Penalty: 5163.959473
	Iteration 117Q: 3 clusters Score -3592423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3592418.750000 Penalty: 5163.959473
	Iteration 118Q: 3 clusters Score -3592419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3592433.000000 Penalty: 5163.959473
	Iteration 119Q: 3 clusters Score -3592433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3592439.750000 Penalty: 5163.959473
	Iteration 120F: 3 clusters Score -3592440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3592437.500000 Penalty: 5163.959473
	Iteration 121Q: 3 clusters Score -3592438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3592441.500000 Penalty: 5163.959473
	Iteration 122Q: 3 clusters Score -3592442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -3592453.250000 Penalty: 5163.959473
	Iteration 123Q: 3 clusters Score -3592453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3592445.750000 Penalty: 5163.959473
	Iteration 124Q: 3 clusters Score -3592446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3592448.500000 Penalty: 5163.959473
	Iteration 125Q: 3 clusters Score -3592448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -3592446.000000 Penalty: 5163.959473
	Iteration 126Q: 3 clusters Score -3592446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3592448.500000 Penalty: 5163.959473
	Iteration 127Q: 3 clusters Score -3592448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3592448.500000 Penalty: 5163.959473
	Iteration 128Q: 3 clusters Score -3592448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3592448.000000 Penalty: 5163.959473
	Iteration 129Q: 3 clusters Score -3592448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3592447.750000 Penalty: 5163.959473
	Iteration 130Q: 3 clusters Score -3592448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3592443.500000 Penalty: 5163.959473
	Iteration 131Q: 3 clusters Score -3592444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3592451.000000 Penalty: 5163.959473
	Iteration 132Q: 3 clusters Score -3592451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3592450.500000 Penalty: 5163.959473
	Iteration 133Q: 3 clusters Score -3592450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3592452.000000 Penalty: 5163.959473
	Iteration 134Q: 3 clusters Score -3592452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3592454.750000 Penalty: 5163.959473
	Iteration 135Q: 3 clusters Score -3592455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3592453.500000 Penalty: 5163.959473
	Iteration 136Q: 3 clusters Score -3592454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3592456.500000 Penalty: 5163.959473
	Iteration 137Q: 3 clusters Score -3592456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3592460.750000 Penalty: 5163.959473
	Iteration 138Q: 3 clusters Score -3592461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3592464.250000 Penalty: 5163.959473
	Iteration 139Q: 3 clusters Score -3592464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3592463.500000 Penalty: 5163.959473
	Iteration 140F: 3 clusters Score -3592464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3592463.000000 Penalty: 5163.959473
	Iteration 141Q: 3 clusters Score -3592463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3592471.750000 Penalty: 5163.959473
	Iteration 142Q: 3 clusters Score -3592472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3592466.750000 Penalty: 5163.959473
	Iteration 143Q: 3 clusters Score -3592467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3592464.250000 Penalty: 5163.959473
	Iteration 144Q: 3 clusters Score -3592464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3592469.000000 Penalty: 5163.959473
	Iteration 145Q: 3 clusters Score -3592469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3592473.000000 Penalty: 5163.959473
	Iteration 146Q: 3 clusters Score -3592473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3592475.000000 Penalty: 5163.959473
	Iteration 147Q: 3 clusters Score -3592475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3592480.250000 Penalty: 5163.959473
	Iteration 148Q: 3 clusters Score -3592480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3592480.750000 Penalty: 5163.959473
	Iteration 149Q: 3 clusters Score -3592481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3592478.500000 Penalty: 5163.959473
	Iteration 150Q: 3 clusters Score -3592478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3592480.750000 Penalty: 5163.959473
	Iteration 151Q: 3 clusters Score -3592481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3592480.000000 Penalty: 5163.959473
	Iteration 152Q: 3 clusters Score -3592480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3592478.000000 Penalty: 5163.959473
	Iteration 153Q: 3 clusters Score -3592478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -3592477.000000 Penalty: 5163.959473
	Iteration 154Q: 3 clusters Score -3592477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3592484.000000 Penalty: 5163.959473
	Iteration 155Q: 3 clusters Score -3592484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3592480.750000 Penalty: 5163.959473
	Iteration 156Q: 3 clusters Score -3592481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3592479.750000 Penalty: 5163.959473
	Iteration 157Q: 3 clusters Score -3592480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -3592477.250000 Penalty: 5163.959473
	Iteration 158Q: 3 clusters Score -3592477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -3592479.000000 Penalty: 5163.959473
	Iteration 159Q: 3 clusters Score -3592479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3592480.500000 Penalty: 5163.959473
	Iteration 160F: 3 clusters Score -3592480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 261996 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 24361 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64857 members 
Mstep: Class 12 contains 306969 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 14749 members 
Mstep: Class 16 contains 328122 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 407752 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 21 contains 33230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158267824.000000 Penalty: 77678.523438
Iteration 39Q: 23 clusters Score -1.582678e+08 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 262980 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 12744 members 
Mstep: Class 6 contains 24526 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64964 members 
Mstep: Class 12 contains 304354 members 
Mstep: Class 13 contains 21877 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 327360 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 407113 members 
Mstep: Class 19 contains 16584 members 
Mstep: Class 20 contains 744 members 
Mstep: Class 21 contains 33758 members 
Mstep: Class 22 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158272160.000000 Penalty: 77678.523438
Iteration 40F: 23 clusters Score -1.582722e+08 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 263689 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 24687 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9825 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65045 members 
Mstep: Class 12 contains 301833 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 16 contains 326577 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 406202 members 
Mstep: Class 19 contains 16407 members 
Mstep: Class 20 contains 755 members 
Mstep: Class 21 contains 34643 members 
Mstep: Class 22 contains 7138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158276592.000000 Penalty: 77678.523438
Iteration 41Q: 23 clusters Score -1.582766e+08 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 264236 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13038 members 
Mstep: Class 6 contains 24874 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65050 members 
Mstep: Class 12 contains 299811 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 14861 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 325953 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 405053 members 
Mstep: Class 19 contains 16272 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 35800 members 
Mstep: Class 22 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158280704.000000 Penalty: 77678.523438
Iteration 42Q: 23 clusters Score -1.582807e+08 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 264759 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 25033 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 10556 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65062 members 
Mstep: Class 12 contains 297940 members 
Mstep: Class 13 contains 23736 members 
Mstep: Class 14 contains 14782 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 325253 members 
Mstep: Class 17 contains 388 members 
Mstep: Class 18 contains 403659 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 37182 members 
Mstep: Class 22 contains 7940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158284048.000000 Penalty: 77678.523438
Iteration 43Q: 23 clusters Score -1.58284e+08 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 265207 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13301 members 
Mstep: Class 6 contains 25197 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 10938 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65049 members 
Mstep: Class 12 contains 296320 members 
Mstep: Class 13 contains 24094 members 
Mstep: Class 14 contains 14690 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 324380 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 402117 members 
Mstep: Class 19 contains 16033 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 38821 members 
Mstep: Class 22 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158288016.000000 Penalty: 77678.523438
Iteration 44Q: 23 clusters Score -1.58288e+08 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 265694 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13417 members 
Mstep: Class 6 contains 25339 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 11330 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65052 members 
Mstep: Class 12 contains 294755 members 
Mstep: Class 13 contains 24418 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 323438 members 
Mstep: Class 17 contains 388 members 
Mstep: Class 18 contains 400420 members 
Mstep: Class 19 contains 15918 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 40633 members 
Mstep: Class 22 contains 8701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158290528.000000 Penalty: 77678.523438
Iteration 45Q: 23 clusters Score -1.582905e+08 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 266278 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13541 members 
Mstep: Class 6 contains 25468 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 11742 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65053 members 
Mstep: Class 12 contains 293118 members 
Mstep: Class 13 contains 24709 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 322387 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 398819 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 42437 members 
Mstep: Class 22 contains 9035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158294832.000000 Penalty: 77678.523438
Iteration 46Q: 23 clusters Score -1.582948e+08 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 266973 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13658 members 
Mstep: Class 6 contains 25595 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 12180 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65013 members 
Mstep: Class 12 contains 291489 members 
Mstep: Class 13 contains 24994 members 
Mstep: Class 14 contains 14485 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 321163 members 
Mstep: Class 17 contains 388 members 
Mstep: Class 18 contains 397306 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 44261 members 
Mstep: Class 22 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158297872.000000 Penalty: 77678.523438
Iteration 47Q: 23 clusters Score -1.582979e+08 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 267749 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13794 members 
Mstep: Class 6 contains 25722 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64964 members 
Mstep: Class 12 contains 289973 members 
Mstep: Class 13 contains 25292 members 
Mstep: Class 14 contains 14331 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 319893 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 395919 members 
Mstep: Class 19 contains 15548 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 45954 members 
Mstep: Class 22 contains 9643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158300256.000000 Penalty: 77678.523438
Iteration 48Q: 23 clusters Score -1.583003e+08 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 268541 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 25828 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 12988 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64892 members 
Mstep: Class 12 contains 288416 members 
Mstep: Class 13 contains 25577 members 
Mstep: Class 14 contains 14198 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 318479 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 394752 members 
Mstep: Class 19 contains 15412 members 
Mstep: Class 20 contains 829 members 
Mstep: Class 21 contains 47561 members 
Mstep: Class 22 contains 9932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158302768.000000 Penalty: 77678.523438
Iteration 49Q: 23 clusters Score -1.583028e+08 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 269362 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 14061 members 
Mstep: Class 6 contains 25930 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 13384 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64821 members 
Mstep: Class 12 contains 287047 members 
Mstep: Class 13 contains 25831 members 
Mstep: Class 14 contains 14113 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 316966 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 393571 members 
Mstep: Class 19 contains 15278 members 
Mstep: Class 20 contains 838 members 
Mstep: Class 21 contains 49144 members 
Mstep: Class 22 contains 10162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158304352.000000 Penalty: 77678.523438
Iteration 50Q: 23 clusters Score -1.583044e+08 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 270023 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 14205 members 
Mstep: Class 6 contains 25993 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64760 members 
Mstep: Class 12 contains 285752 members 
Mstep: Class 13 contains 26067 members 
Mstep: Class 14 contains 14031 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 315465 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 392514 members 
Mstep: Class 19 contains 15179 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 50661 members 
Mstep: Class 22 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307360.000000 Penalty: 77678.523438
Iteration 51Q: 23 clusters Score -1.583074e+08 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 270719 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 14409 members 
Mstep: Class 6 contains 26060 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64697 members 
Mstep: Class 12 contains 284379 members 
Mstep: Class 13 contains 26294 members 
Mstep: Class 14 contains 13918 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 313872 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 391772 members 
Mstep: Class 19 contains 15071 members 
Mstep: Class 20 contains 855 members 
Mstep: Class 21 contains 52111 members 
Mstep: Class 22 contains 10565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158309904.000000 Penalty: 77678.523438
Iteration 52Q: 23 clusters Score -1.583099e+08 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 271590 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 14664 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64666 members 
Mstep: Class 12 contains 282930 members 
Mstep: Class 13 contains 26476 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 16 contains 312124 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 391120 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 861 members 
Mstep: Class 21 contains 53465 members 
Mstep: Class 22 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158311216.000000 Penalty: 77678.523438
Iteration 53Q: 23 clusters Score -1.583112e+08 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 272480 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 14933 members 
Mstep: Class 6 contains 26190 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 15072 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64625 members 
Mstep: Class 12 contains 281472 members 
Mstep: Class 13 contains 26624 members 
Mstep: Class 14 contains 13787 members 
Mstep: Class 15 contains 2873 members 
Mstep: Class 16 contains 310468 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 390490 members 
Mstep: Class 19 contains 14864 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 54731 members 
Mstep: Class 22 contains 10884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158312832.000000 Penalty: 77678.523438
Iteration 54Q: 23 clusters Score -1.583128e+08 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 273398 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 15244 members 
Mstep: Class 6 contains 26251 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 15435 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64582 members 
Mstep: Class 12 contains 280156 members 
Mstep: Class 13 contains 26762 members 
Mstep: Class 14 contains 13716 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 308754 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 389913 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 55952 members 
Mstep: Class 22 contains 11025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158314656.000000 Penalty: 77678.523438
Iteration 55Q: 23 clusters Score -1.583147e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 274237 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 26308 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 15772 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64532 members 
Mstep: Class 12 contains 279021 members 
Mstep: Class 13 contains 26885 members 
Mstep: Class 14 contains 13659 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 307052 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 389337 members 
Mstep: Class 19 contains 14674 members 
Mstep: Class 20 contains 888 members 
Mstep: Class 21 contains 57151 members 
Mstep: Class 22 contains 11169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158316608.000000 Penalty: 77678.523438
Iteration 56Q: 23 clusters Score -1.583166e+08 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 275086 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 15916 members 
Mstep: Class 6 contains 26364 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 16111 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64496 members 
Mstep: Class 12 contains 277913 members 
Mstep: Class 13 contains 26974 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 305464 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 388673 members 
Mstep: Class 19 contains 14581 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 58323 members 
Mstep: Class 22 contains 11307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158317744.000000 Penalty: 77678.523438
Iteration 57Q: 23 clusters Score -1.583177e+08 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 275806 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 16302 members 
Mstep: Class 6 contains 26420 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 16444 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64438 members 
Mstep: Class 12 contains 276832 members 
Mstep: Class 13 contains 27089 members 
Mstep: Class 14 contains 13581 members 
Mstep: Class 15 contains 2891 members 
Mstep: Class 16 contains 303801 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 388158 members 
Mstep: Class 19 contains 14485 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 59502 members 
Mstep: Class 22 contains 11425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318176.000000 Penalty: 77678.523438
Iteration 58Q: 23 clusters Score -1.583182e+08 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 276386 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 16683 members 
Mstep: Class 6 contains 26479 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 16819 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64351 members 
Mstep: Class 12 contains 275731 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 13548 members 
Mstep: Class 15 contains 2899 members 
Mstep: Class 16 contains 302285 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 387640 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 906 members 
Mstep: Class 21 contains 60708 members 
Mstep: Class 22 contains 11547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158319568.000000 Penalty: 77678.523438
Iteration 59Q: 23 clusters Score -1.583196e+08 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 276827 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 17078 members 
Mstep: Class 6 contains 26529 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 17208 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64273 members 
Mstep: Class 12 contains 274562 members 
Mstep: Class 13 contains 27304 members 
Mstep: Class 14 contains 13524 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 300949 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 387168 members 
Mstep: Class 19 contains 14336 members 
Mstep: Class 20 contains 909 members 
Mstep: Class 21 contains 61865 members 
Mstep: Class 22 contains 11670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158321184.000000 Penalty: 77678.523438
Iteration 60F: 23 clusters Score -1.583212e+08 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 276897 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 17508 members 
Mstep: Class 6 contains 26579 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 17589 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64210 members 
Mstep: Class 12 contains 273374 members 
Mstep: Class 13 contains 27391 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 299108 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 386821 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 913 members 
Mstep: Class 21 contains 63469 members 
Mstep: Class 22 contains 11808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323056.000000 Penalty: 77678.523438
Iteration 61Q: 23 clusters Score -1.583231e+08 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 276765 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 18006 members 
Mstep: Class 6 contains 26599 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64157 members 
Mstep: Class 12 contains 272288 members 
Mstep: Class 13 contains 27459 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 297317 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 386497 members 
Mstep: Class 19 contains 14108 members 
Mstep: Class 20 contains 921 members 
Mstep: Class 21 contains 65058 members 
Mstep: Class 22 contains 11963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323920.000000 Penalty: 77678.523438
Iteration 62Q: 23 clusters Score -1.583239e+08 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 276527 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 18528 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 18379 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64093 members 
Mstep: Class 12 contains 271236 members 
Mstep: Class 13 contains 27503 members 
Mstep: Class 14 contains 13393 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 295598 members 
Mstep: Class 17 contains 388 members 
Mstep: Class 18 contains 386178 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 66615 members 
Mstep: Class 22 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325312.000000 Penalty: 77678.523438
Iteration 63Q: 23 clusters Score -1.583253e+08 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 276148 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 19069 members 
Mstep: Class 6 contains 26674 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 64020 members 
Mstep: Class 12 contains 270241 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 13366 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 294077 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 385939 members 
Mstep: Class 19 contains 13912 members 
Mstep: Class 20 contains 929 members 
Mstep: Class 21 contains 68042 members 
Mstep: Class 22 contains 12287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326528.000000 Penalty: 77678.523438
Iteration 64Q: 23 clusters Score -1.583265e+08 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 275567 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 19676 members 
Mstep: Class 6 contains 26712 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 19076 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63955 members 
Mstep: Class 12 contains 269301 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 13348 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 292779 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 385624 members 
Mstep: Class 19 contains 13843 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 69491 members 
Mstep: Class 22 contains 12430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158327360.000000 Penalty: 77678.523438
Iteration 65Q: 23 clusters Score -1.583274e+08 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 274796 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 6 contains 26750 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 19428 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63886 members 
Mstep: Class 12 contains 268363 members 
Mstep: Class 13 contains 27656 members 
Mstep: Class 14 contains 13313 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 291568 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 385353 members 
Mstep: Class 19 contains 13772 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 70998 members 
Mstep: Class 22 contains 12593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158327264.000000 Penalty: 77678.523438
Iteration 66Q: 23 clusters Score -1.583273e+08 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 273912 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 20998 members 
Mstep: Class 6 contains 26786 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 19768 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63838 members 
Mstep: Class 12 contains 267496 members 
Mstep: Class 13 contains 27677 members 
Mstep: Class 14 contains 13301 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 290523 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 384991 members 
Mstep: Class 19 contains 13711 members 
Mstep: Class 20 contains 943 members 
Mstep: Class 21 contains 72453 members 
Mstep: Class 22 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158327680.000000 Penalty: 77678.523438
Iteration 67Q: 23 clusters Score -1.583277e+08 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 272840 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 21749 members 
Mstep: Class 6 contains 26805 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 20106 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63801 members 
Mstep: Class 12 contains 266563 members 
Mstep: Class 13 contains 27708 members 
Mstep: Class 14 contains 13294 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 289595 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 384723 members 
Mstep: Class 19 contains 13632 members 
Mstep: Class 20 contains 948 members 
Mstep: Class 21 contains 73895 members 
Mstep: Class 22 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158328064.000000 Penalty: 77678.523438
Iteration 68Q: 23 clusters Score -1.583281e+08 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 271622 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 26833 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 20403 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63761 members 
Mstep: Class 12 contains 265599 members 
Mstep: Class 13 contains 27742 members 
Mstep: Class 14 contains 13273 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 288916 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 384456 members 
Mstep: Class 19 contains 13572 members 
Mstep: Class 20 contains 951 members 
Mstep: Class 21 contains 75312 members 
Mstep: Class 22 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158328928.000000 Penalty: 77678.523438
Iteration 69Q: 23 clusters Score -1.583289e+08 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 270278 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 23442 members 
Mstep: Class 6 contains 26860 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 20706 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63717 members 
Mstep: Class 12 contains 264580 members 
Mstep: Class 13 contains 27771 members 
Mstep: Class 14 contains 13266 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 288384 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 384167 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 952 members 
Mstep: Class 21 contains 76765 members 
Mstep: Class 22 contains 13215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158329968.000000 Penalty: 77678.523438
Iteration 70Q: 23 clusters Score -1.5833e+08 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 268740 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 24384 members 
Mstep: Class 6 contains 26891 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 21000 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63675 members 
Mstep: Class 12 contains 263559 members 
Mstep: Class 13 contains 27814 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 287895 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 383944 members 
Mstep: Class 19 contains 13405 members 
Mstep: Class 20 contains 953 members 
Mstep: Class 21 contains 78241 members 
Mstep: Class 22 contains 13338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158330416.000000 Penalty: 77678.523438
Iteration 71Q: 23 clusters Score -1.583304e+08 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 266959 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 25437 members 
Mstep: Class 6 contains 26918 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 21310 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63636 members 
Mstep: Class 12 contains 262554 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 287486 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 383703 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 954 members 
Mstep: Class 21 contains 79757 members 
Mstep: Class 22 contains 13449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158332112.000000 Penalty: 77678.523438
Iteration 72Q: 23 clusters Score -1.583321e+08 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 265081 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 26571 members 
Mstep: Class 6 contains 26939 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 21625 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63597 members 
Mstep: Class 12 contains 261522 members 
Mstep: Class 13 contains 27918 members 
Mstep: Class 14 contains 13291 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 287312 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 383422 members 
Mstep: Class 19 contains 13244 members 
Mstep: Class 20 contains 954 members 
Mstep: Class 21 contains 81176 members 
Mstep: Class 22 contains 13547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333056.000000 Penalty: 77678.523438
Iteration 73Q: 23 clusters Score -1.583331e+08 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 263019 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 27808 members 
Mstep: Class 6 contains 26955 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 21931 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63556 members 
Mstep: Class 12 contains 260432 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 13303 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 287249 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 383196 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 82605 members 
Mstep: Class 22 contains 13660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333568.000000 Penalty: 77678.523438
Iteration 74Q: 23 clusters Score -1.583336e+08 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 260843 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 29184 members 
Mstep: Class 6 contains 26970 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 259181 members 
Mstep: Class 13 contains 27980 members 
Mstep: Class 14 contains 13313 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 287294 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 382940 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 84086 members 
Mstep: Class 22 contains 13813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333936.000000 Penalty: 77678.523438
Iteration 75Q: 23 clusters Score -1.583339e+08 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 258373 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 30682 members 
Mstep: Class 6 contains 26993 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 22518 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63456 members 
Mstep: Class 12 contains 257862 members 
Mstep: Class 13 contains 28017 members 
Mstep: Class 14 contains 13331 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 287555 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 382655 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 85587 members 
Mstep: Class 22 contains 13992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158334944.000000 Penalty: 77678.523438
Iteration 76Q: 23 clusters Score -1.583349e+08 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 255791 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 32218 members 
Mstep: Class 6 contains 27021 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 22836 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63386 members 
Mstep: Class 12 contains 256419 members 
Mstep: Class 13 contains 28044 members 
Mstep: Class 14 contains 13345 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 288131 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 382330 members 
Mstep: Class 19 contains 13039 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 87063 members 
Mstep: Class 22 contains 14180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336752.000000 Penalty: 77678.523438
Iteration 77Q: 23 clusters Score -1.583368e+08 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 253081 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 33909 members 
Mstep: Class 6 contains 27037 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 23136 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63337 members 
Mstep: Class 12 contains 254928 members 
Mstep: Class 13 contains 28072 members 
Mstep: Class 14 contains 13342 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 289010 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 381831 members 
Mstep: Class 19 contains 13001 members 
Mstep: Class 20 contains 979 members 
Mstep: Class 21 contains 88504 members 
Mstep: Class 22 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158337568.000000 Penalty: 77678.523438
Iteration 78Q: 23 clusters Score -1.583376e+08 nChanged 11277
Entering ConstructFrom: 
Score: -158337568.000000 Penalty: 77678.523438
Entering ConstructFrom: 
Trying to split cluster 1 (30381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Entering Unmasked Estep 
Score: -3284074.500000 Penalty: 2559.750000
	Iteration 0F: 2 clusters Score -3284074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3263182.250000 Penalty: 5119.500000
	Iteration 0F: 3 clusters Score -3263182 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3270649.500000 Penalty: 5119.500000
	Iteration 1F: 3 clusters Score -3270650 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3271124.000000 Penalty: 5119.500000
	Iteration 2Q: 3 clusters Score -3271124 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3271577.500000 Penalty: 5119.500000
	Iteration 3Q: 3 clusters Score -3271578 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3272085.000000 Penalty: 5119.500000
	Iteration 4Q: 3 clusters Score -3272085 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3272717.250000 Penalty: 5119.500000
	Iteration 5Q: 3 clusters Score -3272717 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3273568.500000 Penalty: 5119.500000
	Iteration 6F: 3 clusters Score -3273568 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3274718.500000 Penalty: 5119.500000
	Iteration 7F: 3 clusters Score -3274718 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3276159.000000 Penalty: 5119.500000
	Iteration 8F: 3 clusters Score -3276159 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3277835.250000 Penalty: 5119.500000
	Iteration 9F: 3 clusters Score -3277835 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3279407.500000 Penalty: 5119.500000
	Iteration 10F: 3 clusters Score -3279408 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3280403.750000 Penalty: 5119.500000
	Iteration 11Q: 3 clusters Score -3280404 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3280889.750000 Penalty: 5119.500000
	Iteration 12Q: 3 clusters Score -3280890 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3281127.750000 Penalty: 5119.500000
	Iteration 13Q: 3 clusters Score -3281128 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3281282.250000 Penalty: 5119.500000
	Iteration 14Q: 3 clusters Score -3281282 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3281432.750000 Penalty: 5119.500000
	Iteration 15Q: 3 clusters Score -3281433 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3281527.250000 Penalty: 5119.500000
	Iteration 16Q: 3 clusters Score -3281527 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3281617.000000 Penalty: 5119.500000
	Iteration 17Q: 3 clusters Score -3281617 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3281681.500000 Penalty: 5119.500000
	Iteration 18Q: 3 clusters Score -3281682 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3281731.000000 Penalty: 5119.500000
	Iteration 19Q: 3 clusters Score -3281731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3281799.500000 Penalty: 5119.500000
	Iteration 20F: 3 clusters Score -3281800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3281831.750000 Penalty: 5119.500000
	Iteration 21Q: 3 clusters Score -3281832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3281863.250000 Penalty: 5119.500000
	Iteration 22Q: 3 clusters Score -3281863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3281892.500000 Penalty: 5119.500000
	Iteration 23Q: 3 clusters Score -3281892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3281917.500000 Penalty: 5119.500000
	Iteration 24Q: 3 clusters Score -3281918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3281938.750000 Penalty: 5119.500000
	Iteration 25Q: 3 clusters Score -3281939 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3281955.250000 Penalty: 5119.500000
	Iteration 26Q: 3 clusters Score -3281955 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3281980.000000 Penalty: 5119.500000
	Iteration 27Q: 3 clusters Score -3281980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3281996.250000 Penalty: 5119.500000
	Iteration 28Q: 3 clusters Score -3281996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3282010.000000 Penalty: 5119.500000
	Iteration 29Q: 3 clusters Score -3282010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3282008.250000 Penalty: 5119.500000
	Iteration 30Q: 3 clusters Score -3282008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3282010.250000 Penalty: 5119.500000
	Iteration 31Q: 3 clusters Score -3282010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3282012.250000 Penalty: 5119.500000
	Iteration 32Q: 3 clusters Score -3282012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3282013.500000 Penalty: 5119.500000
	Iteration 33Q: 3 clusters Score -3282014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3282015.250000 Penalty: 5119.500000
	Iteration 34Q: 3 clusters Score -3282015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3282024.750000 Penalty: 5119.500000
	Iteration 35Q: 3 clusters Score -3282025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3282026.250000 Penalty: 5119.500000
	Iteration 36Q: 3 clusters Score -3282026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3282021.250000 Penalty: 5119.500000
	Iteration 37Q: 3 clusters Score -3282021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3282027.000000 Penalty: 5119.500000
	Iteration 38Q: 3 clusters Score -3282027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3282029.000000 Penalty: 5119.500000
	Iteration 39Q: 3 clusters Score -3282029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3282035.000000 Penalty: 5119.500000
	Iteration 40F: 3 clusters Score -3282035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3282048.250000 Penalty: 5119.500000
	Iteration 41Q: 3 clusters Score -3282048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3282045.500000 Penalty: 5119.500000
	Iteration 42Q: 3 clusters Score -3282046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3282045.750000 Penalty: 5119.500000
	Iteration 43Q: 3 clusters Score -3282046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3282047.250000 Penalty: 5119.500000
	Iteration 44Q: 3 clusters Score -3282047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3282056.000000 Penalty: 5119.500000
	Iteration 45Q: 3 clusters Score -3282056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3282060.000000 Penalty: 5119.500000
	Iteration 46Q: 3 clusters Score -3282060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3282066.000000 Penalty: 5119.500000
	Iteration 47Q: 3 clusters Score -3282066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3282070.500000 Penalty: 5119.500000
	Iteration 48Q: 3 clusters Score -3282070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3282073.250000 Penalty: 5119.500000
	Iteration 49Q: 3 clusters Score -3282073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3282082.750000 Penalty: 5119.500000
	Iteration 50Q: 3 clusters Score -3282083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3282080.000000 Penalty: 5119.500000
	Iteration 51Q: 3 clusters Score -3282080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3282082.750000 Penalty: 5119.500000
	Iteration 52Q: 3 clusters Score -3282083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3282081.000000 Penalty: 5119.500000
	Iteration 53Q: 3 clusters Score -3282081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3282080.000000 Penalty: 5119.500000
	Iteration 54Q: 3 clusters Score -3282080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3282078.000000 Penalty: 5119.500000
	Iteration 55Q: 3 clusters Score -3282078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3282080.500000 Penalty: 5119.500000
	Iteration 56Q: 3 clusters Score -3282080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3282079.500000 Penalty: 5119.500000
	Iteration 57Q: 3 clusters Score -3282080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3282081.750000 Penalty: 5119.500000
	Iteration 58Q: 3 clusters Score -3282082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3282086.000000 Penalty: 5119.500000
	Iteration 59Q: 3 clusters Score -3282086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3282090.500000 Penalty: 5119.500000
	Iteration 60F: 3 clusters Score -3282090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3282086.500000 Penalty: 5119.500000
	Iteration 61Q: 3 clusters Score -3282086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3282086.250000 Penalty: 5119.500000
	Iteration 62Q: 3 clusters Score -3282086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3282084.750000 Penalty: 5119.500000
	Iteration 63Q: 3 clusters Score -3282085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3282083.500000 Penalty: 5119.500000
	Iteration 64Q: 3 clusters Score -3282084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3282087.250000 Penalty: 5119.500000
	Iteration 65Q: 3 clusters Score -3282087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3282091.250000 Penalty: 5119.500000
	Iteration 66Q: 3 clusters Score -3282091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3282091.000000 Penalty: 5119.500000
	Iteration 67Q: 3 clusters Score -3282091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3282091.000000 Penalty: 5119.500000
	Iteration 68Q: 3 clusters Score -3282091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3282100.250000 Penalty: 5119.500000
	Iteration 69Q: 3 clusters Score -3282100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3282102.000000 Penalty: 5119.500000
	Iteration 70Q: 3 clusters Score -3282102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3282099.000000 Penalty: 5119.500000
	Iteration 71Q: 3 clusters Score -3282099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3282094.500000 Penalty: 5119.500000
	Iteration 72Q: 3 clusters Score -3282094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3282097.500000 Penalty: 5119.500000
	Iteration 73Q: 3 clusters Score -3282098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3282096.250000 Penalty: 5119.500000
	Iteration 74Q: 3 clusters Score -3282096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3282096.750000 Penalty: 5119.500000
	Iteration 75Q: 3 clusters Score -3282097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3282098.250000 Penalty: 5119.500000
	Iteration 76Q: 3 clusters Score -3282098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3282100.250000 Penalty: 5119.500000
	Iteration 77Q: 3 clusters Score -3282100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3282100.000000 Penalty: 5119.500000
	Iteration 78Q: 3 clusters Score -3282100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3282099.750000 Penalty: 5119.500000
	Iteration 79Q: 3 clusters Score -3282100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3282106.500000 Penalty: 5119.500000
	Iteration 80F: 3 clusters Score -3282106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3282104.500000 Penalty: 5119.500000
	Iteration 81Q: 3 clusters Score -3282104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3282104.500000 Penalty: 5119.500000
	Iteration 82F: 3 clusters Score -3282104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -107732.187500 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -107732.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105730.460938 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -105730.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106062.648438 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -106062.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106144.640625 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -106144.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106199.398438 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -106199.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106240.914062 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -106240.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106278.875000 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -106278.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106307.750000 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -106307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106324.054688 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -106324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106336.218750 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -106336.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106352.375000 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -106352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106363.476562 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -106363.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106373.250000 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -106373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106381.242188 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -106381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106385.289062 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -106385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106386.882812 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -106386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106392.554688 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -106392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106397.890625 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -106397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106399.250000 Penalty: 3481.127197
	Iteration 17Q: 3 clusters Score -106399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106406.781250 Penalty: 3481.127197
	Iteration 18Q: 3 clusters Score -106406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106408.367188 Penalty: 3481.127197
	Iteration 19Q: 3 clusters Score -106408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106411.453125 Penalty: 3481.127197
	Iteration 20F: 3 clusters Score -106411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106414.039062 Penalty: 3481.127197
	Iteration 21Q: 3 clusters Score -106414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106414.039062 Penalty: 3481.127197
	Iteration 22F: 3 clusters Score -106414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (250243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250243 members 
Entering Unmasked Estep 
Score: -26659972.000000 Penalty: 3082.686768
	Iteration 0F: 2 clusters Score -2.665997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -26496364.000000 Penalty: 6165.373535
	Iteration 0F: 3 clusters Score -2.649636e+07 nChanged 120908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131502 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -26567834.000000 Penalty: 6165.373535
	Iteration 1F: 3 clusters Score -2.656783e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135267 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -26569446.000000 Penalty: 6165.373535
	Iteration 2Q: 3 clusters Score -2.656945e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -26571622.000000 Penalty: 6165.373535
	Iteration 3Q: 3 clusters Score -2.657162e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -26575510.000000 Penalty: 6165.373535
	Iteration 4Q: 3 clusters Score -2.657551e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -26583752.000000 Penalty: 6165.373535
	Iteration 5F: 3 clusters Score -2.658375e+07 nChanged 18689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -26597600.000000 Penalty: 6165.373535
	Iteration 6F: 3 clusters Score -2.65976e+07 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203982 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -26615888.000000 Penalty: 6165.373535
	Iteration 7F: 3 clusters Score -2.661589e+07 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224248 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -26633866.000000 Penalty: 6165.373535
	Iteration 8F: 3 clusters Score -2.663387e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237998 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -26646370.000000 Penalty: 6165.373535
	Iteration 9F: 3 clusters Score -2.664637e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245252 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -26652774.000000 Penalty: 6165.373535
	Iteration 10Q: 3 clusters Score -2.665277e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248302 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -26655576.000000 Penalty: 6165.373535
	Iteration 11Q: 3 clusters Score -2.665558e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249366 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -26656492.000000 Penalty: 6165.373535
	Iteration 12Q: 3 clusters Score -2.665649e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249707 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -26656798.000000 Penalty: 6165.373535
	Iteration 13Q: 3 clusters Score -2.66568e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249835 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26657012.000000 Penalty: 6165.373535
	Iteration 14Q: 3 clusters Score -2.665701e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249875 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26657080.000000 Penalty: 6165.373535
	Iteration 15Q: 3 clusters Score -2.665708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249896 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26657128.000000 Penalty: 6165.373535
	Iteration 16Q: 3 clusters Score -2.665713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249909 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26657152.000000 Penalty: 6165.373535
	Iteration 17Q: 3 clusters Score -2.665715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249920 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26657176.000000 Penalty: 6165.373535
	Iteration 18Q: 3 clusters Score -2.665718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249921 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26657182.000000 Penalty: 6165.373535
	Iteration 19Q: 3 clusters Score -2.665718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249924 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26657198.000000 Penalty: 6165.373535
	Iteration 20F: 3 clusters Score -2.66572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249926 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26657212.000000 Penalty: 6165.373535
	Iteration 21Q: 3 clusters Score -2.665721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249929 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26657220.000000 Penalty: 6165.373535
	Iteration 22Q: 3 clusters Score -2.665722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249932 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26657216.000000 Penalty: 6165.373535
	Iteration 23Q: 3 clusters Score -2.665722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249935 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26657232.000000 Penalty: 6165.373535
	Iteration 24Q: 3 clusters Score -2.665723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249939 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26657246.000000 Penalty: 6165.373535
	Iteration 25Q: 3 clusters Score -2.665725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249940 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26657238.000000 Penalty: 6165.373535
	Iteration 26Q: 3 clusters Score -2.665724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249940 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26657238.000000 Penalty: 6165.373535
	Iteration 27F: 3 clusters Score -2.665724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -93391.429688 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -93391.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91404.218750 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -91404.22 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92112.992188 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -92112.99 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92895.484375 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -92895.48 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -94152.492188 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -94152.49 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -95616.664062 Penalty: 3468.990967
	Iteration 4F: 3 clusters Score -95616.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -95857.960938 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -95857.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -96020.257812 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -96020.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -96104.179688 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -96104.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -96104.179688 Penalty: 3468.990967
	Iteration 8F: 3 clusters Score -96104.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 250243 members 
Mstep: Class 4 contains 224 members 
Mstep: Class 5 contains 35651 members 
Mstep: Class 6 contains 27061 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 23430 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63285 members 
Mstep: Class 12 contains 253478 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 289929 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 381254 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 90002 members 
Mstep: Class 22 contains 14542 members 
Mstep: Class 23 contains 866 members 
Entering Unmasked Estep 
Score: -158338640.000000 Penalty: 81209.359375
Splitting cluster 4 changes total score from -158337568.000000 to -158338640.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (35651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Entering Unmasked Estep 
Score: -3865119.250000 Penalty: 2599.419922
	Iteration 0F: 2 clusters Score -3865119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3840933.750000 Penalty: 5198.839844
	Iteration 0F: 3 clusters Score -3840934 nChanged 16192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3850631.250000 Penalty: 5198.839844
	Iteration 1F: 3 clusters Score -3850631 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3852122.500000 Penalty: 5198.839844
	Iteration 2F: 3 clusters Score -3852122 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3853930.000000 Penalty: 5198.839844
	Iteration 3F: 3 clusters Score -3853930 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3855873.250000 Penalty: 5198.839844
	Iteration 4F: 3 clusters Score -3855873 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3857630.000000 Penalty: 5198.839844
	Iteration 5F: 3 clusters Score -3857630 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3859136.750000 Penalty: 5198.839844
	Iteration 6F: 3 clusters Score -3859137 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3860073.750000 Penalty: 5198.839844
	Iteration 7Q: 3 clusters Score -3860074 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3860542.750000 Penalty: 5198.839844
	Iteration 8Q: 3 clusters Score -3860543 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3860813.250000 Penalty: 5198.839844
	Iteration 9Q: 3 clusters Score -3860813 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3860992.250000 Penalty: 5198.839844
	Iteration 10Q: 3 clusters Score -3860992 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3861148.500000 Penalty: 5198.839844
	Iteration 11Q: 3 clusters Score -3861148 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3861255.500000 Penalty: 5198.839844
	Iteration 12Q: 3 clusters Score -3861256 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3861373.000000 Penalty: 5198.839844
	Iteration 13Q: 3 clusters Score -3861373 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3861479.750000 Penalty: 5198.839844
	Iteration 14Q: 3 clusters Score -3861480 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3861584.250000 Penalty: 5198.839844
	Iteration 15Q: 3 clusters Score -3861584 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3861680.750000 Penalty: 5198.839844
	Iteration 16Q: 3 clusters Score -3861681 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3861810.750000 Penalty: 5198.839844
	Iteration 17Q: 3 clusters Score -3861811 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3861892.750000 Penalty: 5198.839844
	Iteration 18Q: 3 clusters Score -3861893 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3861989.500000 Penalty: 5198.839844
	Iteration 19Q: 3 clusters Score -3861990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3862072.750000 Penalty: 5198.839844
	Iteration 20F: 3 clusters Score -3862073 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3862148.000000 Penalty: 5198.839844
	Iteration 21Q: 3 clusters Score -3862148 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3862222.500000 Penalty: 5198.839844
	Iteration 22Q: 3 clusters Score -3862222 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3862294.500000 Penalty: 5198.839844
	Iteration 23Q: 3 clusters Score -3862294 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3862380.000000 Penalty: 5198.839844
	Iteration 24Q: 3 clusters Score -3862380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3862469.500000 Penalty: 5198.839844
	Iteration 25Q: 3 clusters Score -3862470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3862539.750000 Penalty: 5198.839844
	Iteration 26Q: 3 clusters Score -3862540 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3862610.750000 Penalty: 5198.839844
	Iteration 27Q: 3 clusters Score -3862611 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3862677.500000 Penalty: 5198.839844
	Iteration 28Q: 3 clusters Score -3862678 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3862723.500000 Penalty: 5198.839844
	Iteration 29Q: 3 clusters Score -3862724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3862755.000000 Penalty: 5198.839844
	Iteration 30Q: 3 clusters Score -3862755 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3862812.500000 Penalty: 5198.839844
	Iteration 31Q: 3 clusters Score -3862812 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3862857.000000 Penalty: 5198.839844
	Iteration 32Q: 3 clusters Score -3862857 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3862895.750000 Penalty: 5198.839844
	Iteration 33Q: 3 clusters Score -3862896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3862958.000000 Penalty: 5198.839844
	Iteration 34Q: 3 clusters Score -3862958 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3862990.000000 Penalty: 5198.839844
	Iteration 35Q: 3 clusters Score -3862990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -3863022.750000 Penalty: 5198.839844
	Iteration 36Q: 3 clusters Score -3863023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3863027.750000 Penalty: 5198.839844
	Iteration 37Q: 3 clusters Score -3863028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3863050.000000 Penalty: 5198.839844
	Iteration 38Q: 3 clusters Score -3863050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3863077.500000 Penalty: 5198.839844
	Iteration 39Q: 3 clusters Score -3863078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3863097.000000 Penalty: 5198.839844
	Iteration 40F: 3 clusters Score -3863097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3863109.000000 Penalty: 5198.839844
	Iteration 41Q: 3 clusters Score -3863109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3863108.250000 Penalty: 5198.839844
	Iteration 42Q: 3 clusters Score -3863108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3863122.250000 Penalty: 5198.839844
	Iteration 43Q: 3 clusters Score -3863122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3863127.500000 Penalty: 5198.839844
	Iteration 44Q: 3 clusters Score -3863128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3863144.000000 Penalty: 5198.839844
	Iteration 45Q: 3 clusters Score -3863144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3863154.750000 Penalty: 5198.839844
	Iteration 46Q: 3 clusters Score -3863155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3863154.250000 Penalty: 5198.839844
	Iteration 47Q: 3 clusters Score -3863154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3863174.500000 Penalty: 5198.839844
	Iteration 48Q: 3 clusters Score -3863174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -3863192.250000 Penalty: 5198.839844
	Iteration 49Q: 3 clusters Score -3863192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -3863200.500000 Penalty: 5198.839844
	Iteration 50Q: 3 clusters Score -3863200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3863208.750000 Penalty: 5198.839844
	Iteration 51Q: 3 clusters Score -3863209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3863212.750000 Penalty: 5198.839844
	Iteration 52Q: 3 clusters Score -3863213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3863225.750000 Penalty: 5198.839844
	Iteration 53Q: 3 clusters Score -3863226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -3863235.500000 Penalty: 5198.839844
	Iteration 54Q: 3 clusters Score -3863236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3863236.000000 Penalty: 5198.839844
	Iteration 55Q: 3 clusters Score -3863236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3863238.250000 Penalty: 5198.839844
	Iteration 56Q: 3 clusters Score -3863238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3863255.500000 Penalty: 5198.839844
	Iteration 57Q: 3 clusters Score -3863256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3863261.750000 Penalty: 5198.839844
	Iteration 58Q: 3 clusters Score -3863262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3863273.500000 Penalty: 5198.839844
	Iteration 59Q: 3 clusters Score -3863274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3863269.250000 Penalty: 5198.839844
	Iteration 60F: 3 clusters Score -3863269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -3863275.000000 Penalty: 5198.839844
	Iteration 61Q: 3 clusters Score -3863275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -3863295.000000 Penalty: 5198.839844
	Iteration 62Q: 3 clusters Score -3863295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3863303.500000 Penalty: 5198.839844
	Iteration 63Q: 3 clusters Score -3863304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -3863310.500000 Penalty: 5198.839844
	Iteration 64Q: 3 clusters Score -3863310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -3863317.750000 Penalty: 5198.839844
	Iteration 65Q: 3 clusters Score -3863318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -3863334.250000 Penalty: 5198.839844
	Iteration 66Q: 3 clusters Score -3863334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -3863339.750000 Penalty: 5198.839844
	Iteration 67Q: 3 clusters Score -3863340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -3863340.750000 Penalty: 5198.839844
	Iteration 68Q: 3 clusters Score -3863341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -3863355.000000 Penalty: 5198.839844
	Iteration 69Q: 3 clusters Score -3863355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3863359.250000 Penalty: 5198.839844
	Iteration 70Q: 3 clusters Score -3863359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3863363.750000 Penalty: 5198.839844
	Iteration 71Q: 3 clusters Score -3863364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3863359.750000 Penalty: 5198.839844
	Iteration 72Q: 3 clusters Score -3863360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3863365.250000 Penalty: 5198.839844
	Iteration 73Q: 3 clusters Score -3863365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3863369.750000 Penalty: 5198.839844
	Iteration 74Q: 3 clusters Score -3863370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3863367.000000 Penalty: 5198.839844
	Iteration 75Q: 3 clusters Score -3863367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3863370.750000 Penalty: 5198.839844
	Iteration 76Q: 3 clusters Score -3863371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3863371.750000 Penalty: 5198.839844
	Iteration 77Q: 3 clusters Score -3863372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3863372.000000 Penalty: 5198.839844
	Iteration 78Q: 3 clusters Score -3863372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3863373.250000 Penalty: 5198.839844
	Iteration 79Q: 3 clusters Score -3863373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -3863375.000000 Penalty: 5198.839844
	Iteration 80F: 3 clusters Score -3863375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3863381.000000 Penalty: 5198.839844
	Iteration 81Q: 3 clusters Score -3863381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3863380.000000 Penalty: 5198.839844
	Iteration 82Q: 3 clusters Score -3863380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3863376.500000 Penalty: 5198.839844
	Iteration 83Q: 3 clusters Score -3863376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3863376.250000 Penalty: 5198.839844
	Iteration 84Q: 3 clusters Score -3863376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3863372.500000 Penalty: 5198.839844
	Iteration 85Q: 3 clusters Score -3863372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3863380.250000 Penalty: 5198.839844
	Iteration 86Q: 3 clusters Score -3863380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3863380.750000 Penalty: 5198.839844
	Iteration 87Q: 3 clusters Score -3863381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3863387.250000 Penalty: 5198.839844
	Iteration 88Q: 3 clusters Score -3863387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -3863392.500000 Penalty: 5198.839844
	Iteration 89Q: 3 clusters Score -3863392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3863387.500000 Penalty: 5198.839844
	Iteration 90Q: 3 clusters Score -3863388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -3863386.250000 Penalty: 5198.839844
	Iteration 91Q: 3 clusters Score -3863386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -3863386.250000 Penalty: 5198.839844
	Iteration 92F: 3 clusters Score -3863386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Entering Unmasked Estep 
Score: -2728988.750000 Penalty: 2531.050537
	Iteration 0F: 2 clusters Score -2728989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2710374.750000 Penalty: 5062.101074
	Iteration 0F: 3 clusters Score -2710375 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2716997.500000 Penalty: 5062.101074
	Iteration 1F: 3 clusters Score -2716998 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2717441.500000 Penalty: 5062.101074
	Iteration 2F: 3 clusters Score -2717442 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2717781.500000 Penalty: 5062.101074
	Iteration 3Q: 3 clusters Score -2717782 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2718104.750000 Penalty: 5062.101074
	Iteration 4Q: 3 clusters Score -2718105 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2718428.250000 Penalty: 5062.101074
	Iteration 5Q: 3 clusters Score -2718428 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2718840.500000 Penalty: 5062.101074
	Iteration 6Q: 3 clusters Score -2718840 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2719398.750000 Penalty: 5062.101074
	Iteration 7Q: 3 clusters Score -2719399 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2720228.750000 Penalty: 5062.101074
	Iteration 8F: 3 clusters Score -2720229 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2721458.250000 Penalty: 5062.101074
	Iteration 9F: 3 clusters Score -2721458 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2723051.500000 Penalty: 5062.101074
	Iteration 10F: 3 clusters Score -2723052 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2724692.750000 Penalty: 5062.101074
	Iteration 11F: 3 clusters Score -2724693 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2725998.000000 Penalty: 5062.101074
	Iteration 12Q: 3 clusters Score -2725998 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -2726844.250000 Penalty: 5062.101074
	Iteration 13Q: 3 clusters Score -2726844 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2727301.000000 Penalty: 5062.101074
	Iteration 14Q: 3 clusters Score -2727301 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2727505.250000 Penalty: 5062.101074
	Iteration 15Q: 3 clusters Score -2727505 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2727573.250000 Penalty: 5062.101074
	Iteration 16Q: 3 clusters Score -2727573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2727604.000000 Penalty: 5062.101074
	Iteration 17Q: 3 clusters Score -2727604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2727623.250000 Penalty: 5062.101074
	Iteration 18Q: 3 clusters Score -2727623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -2727654.250000 Penalty: 5062.101074
	Iteration 19Q: 3 clusters Score -2727654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2727658.500000 Penalty: 5062.101074
	Iteration 20F: 3 clusters Score -2727658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2727660.750000 Penalty: 5062.101074
	Iteration 21Q: 3 clusters Score -2727661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2727668.500000 Penalty: 5062.101074
	Iteration 22Q: 3 clusters Score -2727668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2727669.000000 Penalty: 5062.101074
	Iteration 23Q: 3 clusters Score -2727669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -2727668.000000 Penalty: 5062.101074
	Iteration 24Q: 3 clusters Score -2727668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2727674.250000 Penalty: 5062.101074
	Iteration 25Q: 3 clusters Score -2727674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2727672.250000 Penalty: 5062.101074
	Iteration 26Q: 3 clusters Score -2727672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2727676.250000 Penalty: 5062.101074
	Iteration 27Q: 3 clusters Score -2727676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2727679.750000 Penalty: 5062.101074
	Iteration 28Q: 3 clusters Score -2727680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -2727676.500000 Penalty: 5062.101074
	Iteration 29Q: 3 clusters Score -2727676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2727674.500000 Penalty: 5062.101074
	Iteration 30Q: 3 clusters Score -2727674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2727674.500000 Penalty: 5062.101074
	Iteration 31F: 3 clusters Score -2727674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -234902.343750 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -234902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -232138.296875 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -232138.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -232663.796875 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -232663.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232867.359375 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -232867.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -233017.203125 Penalty: 3836.775146
	Iteration 3F: 3 clusters Score -233017.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -233117.640625 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -233117.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -233211.843750 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -233211.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -233306.125000 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -233306.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -233362.343750 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -233362.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -233409.390625 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -233409.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233448.421875 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -233448.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -233489.375000 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -233489.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -233526.984375 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -233527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -233556.921875 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -233556.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -233586.281250 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -233586.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -233623.156250 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -233623.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -233650.453125 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -233650.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -233673.000000 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -233673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -233688.937500 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -233688.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -233702.093750 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -233702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -233719.890625 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -233719.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -233742.062500 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -233742.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -233759.625000 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -233759.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -233778.531250 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -233778.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -233793.984375 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -233794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -233805.562500 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -233805.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -233820.406250 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -233820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -233835.640625 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -233835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -233849.281250 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -233849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -233861.125000 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -233861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -233879.921875 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -233879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -233897.546875 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -233897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -233905.703125 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -233905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -233912.109375 Penalty: 3836.775146
	Iteration 32Q: 3 clusters Score -233912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -233917.765625 Penalty: 3836.775146
	Iteration 33Q: 3 clusters Score -233917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -233920.953125 Penalty: 3836.775146
	Iteration 34Q: 3 clusters Score -233921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -233923.031250 Penalty: 3836.775146
	Iteration 35Q: 3 clusters Score -233923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -233924.937500 Penalty: 3836.775146
	Iteration 36Q: 3 clusters Score -233924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -233926.484375 Penalty: 3836.775146
	Iteration 37Q: 3 clusters Score -233926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -233927.031250 Penalty: 3836.775146
	Iteration 38Q: 3 clusters Score -233927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -233927.031250 Penalty: 3836.775146
	Iteration 39F: 3 clusters Score -233927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -98896.789062 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -98896.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -96942.875000 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -96942.88 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -97735.703125 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -97735.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -98939.078125 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -98939.08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99480.546875 Penalty: 3507.500244
	Iteration 3F: 3 clusters Score -99480.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -99728.843750 Penalty: 3507.500244
	Iteration 4F: 3 clusters Score -99728.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -99901.031250 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -99901.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -100073.804688 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -100073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100219.492188 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -100219.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100303.679688 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -100303.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -100338.101562 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -100338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -100347.398438 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -100347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100354.109375 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -100354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100354.109375 Penalty: 3507.500244
	Iteration 12F: 3 clusters Score -100354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 250243 members 
Mstep: Class 4 contains 224 members 
Mstep: Class 5 contains 35651 members 
Mstep: Class 6 contains 27061 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 23430 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63285 members 
Mstep: Class 12 contains 253478 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 289929 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 381254 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 90002 members 
Mstep: Class 22 contains 14542 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 839 members 
Entering Unmasked Estep 
Score: -158338288.000000 Penalty: 84740.203125
Splitting cluster 8 changes total score from -158337568.000000 to -158338288.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (23430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Entering Unmasked Estep 
Score: -2538845.750000 Penalty: 2495.319580
	Iteration 0F: 2 clusters Score -2538846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2522635.250000 Penalty: 4990.639160
	Iteration 0F: 3 clusters Score -2522635 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2528067.500000 Penalty: 4990.639160
	Iteration 1F: 3 clusters Score -2528068 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2528550.750000 Penalty: 4990.639160
	Iteration 2F: 3 clusters Score -2528551 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2529042.500000 Penalty: 4990.639160
	Iteration 3Q: 3 clusters Score -2529042 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2529643.500000 Penalty: 4990.639160
	Iteration 4Q: 3 clusters Score -2529644 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2530324.750000 Penalty: 4990.639160
	Iteration 5F: 3 clusters Score -2530325 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2531138.750000 Penalty: 4990.639160
	Iteration 6F: 3 clusters Score -2531139 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2532008.250000 Penalty: 4990.639160
	Iteration 7F: 3 clusters Score -2532008 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2532851.250000 Penalty: 4990.639160
	Iteration 8F: 3 clusters Score -2532851 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2533572.500000 Penalty: 4990.639160
	Iteration 9F: 3 clusters Score -2533572 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2534078.750000 Penalty: 4990.639160
	Iteration 10Q: 3 clusters Score -2534079 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2534391.500000 Penalty: 4990.639160
	Iteration 11Q: 3 clusters Score -2534392 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2534577.000000 Penalty: 4990.639160
	Iteration 12Q: 3 clusters Score -2534577 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2534689.250000 Penalty: 4990.639160
	Iteration 13Q: 3 clusters Score -2534689 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2534780.250000 Penalty: 4990.639160
	Iteration 14Q: 3 clusters Score -2534780 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2534859.250000 Penalty: 4990.639160
	Iteration 15Q: 3 clusters Score -2534859 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2534918.500000 Penalty: 4990.639160
	Iteration 16Q: 3 clusters Score -2534918 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2534995.500000 Penalty: 4990.639160
	Iteration 17Q: 3 clusters Score -2534996 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2535085.500000 Penalty: 4990.639160
	Iteration 18Q: 3 clusters Score -2535086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2535168.000000 Penalty: 4990.639160
	Iteration 19Q: 3 clusters Score -2535168 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2535234.500000 Penalty: 4990.639160
	Iteration 20F: 3 clusters Score -2535234 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2535303.250000 Penalty: 4990.639160
	Iteration 21Q: 3 clusters Score -2535303 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2535377.500000 Penalty: 4990.639160
	Iteration 22Q: 3 clusters Score -2535378 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2535430.000000 Penalty: 4990.639160
	Iteration 23Q: 3 clusters Score -2535430 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2535475.000000 Penalty: 4990.639160
	Iteration 24Q: 3 clusters Score -2535475 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2535542.250000 Penalty: 4990.639160
	Iteration 25Q: 3 clusters Score -2535542 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2535578.000000 Penalty: 4990.639160
	Iteration 26Q: 3 clusters Score -2535578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2535608.250000 Penalty: 4990.639160
	Iteration 27Q: 3 clusters Score -2535608 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2535662.250000 Penalty: 4990.639160
	Iteration 28Q: 3 clusters Score -2535662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2535700.750000 Penalty: 4990.639160
	Iteration 29Q: 3 clusters Score -2535701 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2535721.000000 Penalty: 4990.639160
	Iteration 30Q: 3 clusters Score -2535721 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2535755.750000 Penalty: 4990.639160
	Iteration 31Q: 3 clusters Score -2535756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2535771.000000 Penalty: 4990.639160
	Iteration 32Q: 3 clusters Score -2535771 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2535801.250000 Penalty: 4990.639160
	Iteration 33Q: 3 clusters Score -2535801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2535823.750000 Penalty: 4990.639160
	Iteration 34Q: 3 clusters Score -2535824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2535855.500000 Penalty: 4990.639160
	Iteration 35Q: 3 clusters Score -2535856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2535874.750000 Penalty: 4990.639160
	Iteration 36Q: 3 clusters Score -2535875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2535910.500000 Penalty: 4990.639160
	Iteration 37Q: 3 clusters Score -2535910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2535941.000000 Penalty: 4990.639160
	Iteration 38Q: 3 clusters Score -2535941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2535953.750000 Penalty: 4990.639160
	Iteration 39Q: 3 clusters Score -2535954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2535978.500000 Penalty: 4990.639160
	Iteration 40F: 3 clusters Score -2535978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2536004.750000 Penalty: 4990.639160
	Iteration 41Q: 3 clusters Score -2536005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2536030.000000 Penalty: 4990.639160
	Iteration 42Q: 3 clusters Score -2536030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2536048.750000 Penalty: 4990.639160
	Iteration 43Q: 3 clusters Score -2536049 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2536085.500000 Penalty: 4990.639160
	Iteration 44Q: 3 clusters Score -2536086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2536117.000000 Penalty: 4990.639160
	Iteration 45Q: 3 clusters Score -2536117 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2536148.500000 Penalty: 4990.639160
	Iteration 46Q: 3 clusters Score -2536148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2536188.000000 Penalty: 4990.639160
	Iteration 47Q: 3 clusters Score -2536188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2536229.750000 Penalty: 4990.639160
	Iteration 48Q: 3 clusters Score -2536230 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2536252.500000 Penalty: 4990.639160
	Iteration 49Q: 3 clusters Score -2536252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2536270.500000 Penalty: 4990.639160
	Iteration 50Q: 3 clusters Score -2536270 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2536296.250000 Penalty: 4990.639160
	Iteration 51Q: 3 clusters Score -2536296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2536320.250000 Penalty: 4990.639160
	Iteration 52Q: 3 clusters Score -2536320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2536347.750000 Penalty: 4990.639160
	Iteration 53Q: 3 clusters Score -2536348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2536382.500000 Penalty: 4990.639160
	Iteration 54Q: 3 clusters Score -2536382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2536424.750000 Penalty: 4990.639160
	Iteration 55Q: 3 clusters Score -2536425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2536451.250000 Penalty: 4990.639160
	Iteration 56Q: 3 clusters Score -2536451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2536498.000000 Penalty: 4990.639160
	Iteration 57Q: 3 clusters Score -2536498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2536526.750000 Penalty: 4990.639160
	Iteration 58Q: 3 clusters Score -2536527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2536561.000000 Penalty: 4990.639160
	Iteration 59Q: 3 clusters Score -2536561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2536581.000000 Penalty: 4990.639160
	Iteration 60F: 3 clusters Score -2536581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2536602.000000 Penalty: 4990.639160
	Iteration 61Q: 3 clusters Score -2536602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2536624.000000 Penalty: 4990.639160
	Iteration 62Q: 3 clusters Score -2536624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2536650.000000 Penalty: 4990.639160
	Iteration 63Q: 3 clusters Score -2536650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2536669.250000 Penalty: 4990.639160
	Iteration 64Q: 3 clusters Score -2536669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2536683.750000 Penalty: 4990.639160
	Iteration 65Q: 3 clusters Score -2536684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2536690.750000 Penalty: 4990.639160
	Iteration 66Q: 3 clusters Score -2536691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2536702.750000 Penalty: 4990.639160
	Iteration 67Q: 3 clusters Score -2536703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2536718.500000 Penalty: 4990.639160
	Iteration 68Q: 3 clusters Score -2536718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2536733.000000 Penalty: 4990.639160
	Iteration 69Q: 3 clusters Score -2536733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2536744.750000 Penalty: 4990.639160
	Iteration 70Q: 3 clusters Score -2536745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2536750.000000 Penalty: 4990.639160
	Iteration 71Q: 3 clusters Score -2536750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2536755.000000 Penalty: 4990.639160
	Iteration 72Q: 3 clusters Score -2536755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2536764.750000 Penalty: 4990.639160
	Iteration 73Q: 3 clusters Score -2536765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2536774.500000 Penalty: 4990.639160
	Iteration 74Q: 3 clusters Score -2536774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2536787.000000 Penalty: 4990.639160
	Iteration 75Q: 3 clusters Score -2536787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2536799.500000 Penalty: 4990.639160
	Iteration 76Q: 3 clusters Score -2536800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2536804.000000 Penalty: 4990.639160
	Iteration 77Q: 3 clusters Score -2536804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2536814.500000 Penalty: 4990.639160
	Iteration 78Q: 3 clusters Score -2536814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2536815.250000 Penalty: 4990.639160
	Iteration 79Q: 3 clusters Score -2536815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2536813.250000 Penalty: 4990.639160
	Iteration 80F: 3 clusters Score -2536813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2536818.000000 Penalty: 4990.639160
	Iteration 81Q: 3 clusters Score -2536818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2536821.000000 Penalty: 4990.639160
	Iteration 82Q: 3 clusters Score -2536821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2536822.750000 Penalty: 4990.639160
	Iteration 83Q: 3 clusters Score -2536823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2536824.000000 Penalty: 4990.639160
	Iteration 84Q: 3 clusters Score -2536824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2536822.750000 Penalty: 4990.639160
	Iteration 85Q: 3 clusters Score -2536823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2536827.750000 Penalty: 4990.639160
	Iteration 86Q: 3 clusters Score -2536828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2536825.250000 Penalty: 4990.639160
	Iteration 87Q: 3 clusters Score -2536825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2536825.250000 Penalty: 4990.639160
	Iteration 88F: 3 clusters Score -2536825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45253.332031 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45253.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43761.890625 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43761.89 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43982.132812 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43982.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44001.910156 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -44001.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44011.769531 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44011.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44019.398438 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44021.421875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44021.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44026.800781 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44029.378906 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44029.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44029.910156 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -44029.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44029.910156 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -44029.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Entering Unmasked Estep 
Score: -6587492.000000 Penalty: 2741.740234
	Iteration 0F: 2 clusters Score -6587492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6545402.000000 Penalty: 5483.480469
	Iteration 0F: 3 clusters Score -6545402 nChanged 29168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -6561791.500000 Penalty: 5483.480469
	Iteration 1F: 3 clusters Score -6561792 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6562725.000000 Penalty: 5483.480469
	Iteration 2Q: 3 clusters Score -6562725 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6564111.500000 Penalty: 5483.480469
	Iteration 3Q: 3 clusters Score -6564112 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -6566275.500000 Penalty: 5483.480469
	Iteration 4F: 3 clusters Score -6566276 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -6569480.000000 Penalty: 5483.480469
	Iteration 5F: 3 clusters Score -6569480 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6573873.000000 Penalty: 5483.480469
	Iteration 6F: 3 clusters Score -6573873 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -6578834.000000 Penalty: 5483.480469
	Iteration 7F: 3 clusters Score -6578834 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6582529.500000 Penalty: 5483.480469
	Iteration 8F: 3 clusters Score -6582530 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6584313.500000 Penalty: 5483.480469
	Iteration 9Q: 3 clusters Score -6584314 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6584810.000000 Penalty: 5483.480469
	Iteration 10Q: 3 clusters Score -6584810 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6584972.000000 Penalty: 5483.480469
	Iteration 11Q: 3 clusters Score -6584972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6585033.000000 Penalty: 5483.480469
	Iteration 12Q: 3 clusters Score -6585033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6585062.500000 Penalty: 5483.480469
	Iteration 13Q: 3 clusters Score -6585062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6585069.500000 Penalty: 5483.480469
	Iteration 14Q: 3 clusters Score -6585070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6585088.500000 Penalty: 5483.480469
	Iteration 15Q: 3 clusters Score -6585088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6585098.000000 Penalty: 5483.480469
	Iteration 16Q: 3 clusters Score -6585098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6585096.500000 Penalty: 5483.480469
	Iteration 17Q: 3 clusters Score -6585096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6585096.500000 Penalty: 5483.480469
	Iteration 18F: 3 clusters Score -6585096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (253478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253478 members 
Entering Unmasked Estep 
Score: -26857580.000000 Penalty: 3085.872070
	Iteration 0F: 2 clusters Score -2.685758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -26691176.000000 Penalty: 6171.744141
	Iteration 0F: 3 clusters Score -2.669118e+07 nChanged 122264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140069 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -26765296.000000 Penalty: 6171.744141
	Iteration 1F: 3 clusters Score -2.67653e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -26770198.000000 Penalty: 6171.744141
	Iteration 2Q: 3 clusters Score -2.67702e+07 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -26779712.000000 Penalty: 6171.744141
	Iteration 3F: 3 clusters Score -2.677971e+07 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179353 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -26796098.000000 Penalty: 6171.744141
	Iteration 4F: 3 clusters Score -2.67961e+07 nChanged 23397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200472 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -26817836.000000 Penalty: 6171.744141
	Iteration 5F: 3 clusters Score -2.681784e+07 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217959 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -26837182.000000 Penalty: 6171.744141
	Iteration 6F: 3 clusters Score -2.683718e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227748 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -26848208.000000 Penalty: 6171.744141
	Iteration 7Q: 3 clusters Score -2.684821e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232286 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -26853206.000000 Penalty: 6171.744141
	Iteration 8Q: 3 clusters Score -2.685321e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234806 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -26855030.000000 Penalty: 6171.744141
	Iteration 9Q: 3 clusters Score -2.685503e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236646 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -26855794.000000 Penalty: 6171.744141
	Iteration 10Q: 3 clusters Score -2.685579e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238153 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -26856448.000000 Penalty: 6171.744141
	Iteration 11Q: 3 clusters Score -2.685645e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239398 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -26856848.000000 Penalty: 6171.744141
	Iteration 12Q: 3 clusters Score -2.685685e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240363 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -26857174.000000 Penalty: 6171.744141
	Iteration 13Q: 3 clusters Score -2.685717e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241191 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -26857428.000000 Penalty: 6171.744141
	Iteration 14Q: 3 clusters Score -2.685743e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241910 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -26857632.000000 Penalty: 6171.744141
	Iteration 15Q: 3 clusters Score -2.685763e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242533 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -26857678.000000 Penalty: 6171.744141
	Iteration 16Q: 3 clusters Score -2.685768e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243067 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -26857754.000000 Penalty: 6171.744141
	Iteration 17Q: 3 clusters Score -2.685775e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243520 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -26857850.000000 Penalty: 6171.744141
	Iteration 18Q: 3 clusters Score -2.685785e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243891 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -26857896.000000 Penalty: 6171.744141
	Iteration 19Q: 3 clusters Score -2.68579e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244184 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -26857918.000000 Penalty: 6171.744141
	Iteration 20F: 3 clusters Score -2.685792e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244399 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -26857892.000000 Penalty: 6171.744141
	Iteration 21Q: 3 clusters Score -2.685789e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244589 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -26857908.000000 Penalty: 6171.744141
	Iteration 22Q: 3 clusters Score -2.685791e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244764 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -26857908.000000 Penalty: 6171.744141
	Iteration 23Q: 3 clusters Score -2.685791e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244917 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -26857952.000000 Penalty: 6171.744141
	Iteration 24Q: 3 clusters Score -2.685795e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245053 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -26857978.000000 Penalty: 6171.744141
	Iteration 25Q: 3 clusters Score -2.685798e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245171 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -26858006.000000 Penalty: 6171.744141
	Iteration 26Q: 3 clusters Score -2.685801e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245275 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -26858040.000000 Penalty: 6171.744141
	Iteration 27Q: 3 clusters Score -2.685804e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245377 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -26858096.000000 Penalty: 6171.744141
	Iteration 28Q: 3 clusters Score -2.68581e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245461 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -26858056.000000 Penalty: 6171.744141
	Iteration 29Q: 3 clusters Score -2.685806e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245543 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -26858070.000000 Penalty: 6171.744141
	Iteration 30Q: 3 clusters Score -2.685807e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245628 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -26858122.000000 Penalty: 6171.744141
	Iteration 31Q: 3 clusters Score -2.685812e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245703 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -26858114.000000 Penalty: 6171.744141
	Iteration 32Q: 3 clusters Score -2.685811e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245777 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -26858124.000000 Penalty: 6171.744141
	Iteration 33Q: 3 clusters Score -2.685812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245845 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -26858098.000000 Penalty: 6171.744141
	Iteration 34Q: 3 clusters Score -2.68581e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245898 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -26858076.000000 Penalty: 6171.744141
	Iteration 35Q: 3 clusters Score -2.685808e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245953 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -26858104.000000 Penalty: 6171.744141
	Iteration 36Q: 3 clusters Score -2.68581e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245999 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -26858132.000000 Penalty: 6171.744141
	Iteration 37Q: 3 clusters Score -2.685813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246036 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -26858142.000000 Penalty: 6171.744141
	Iteration 38Q: 3 clusters Score -2.685814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246059 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -26858124.000000 Penalty: 6171.744141
	Iteration 39Q: 3 clusters Score -2.685812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246079 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -26858138.000000 Penalty: 6171.744141
	Iteration 40F: 3 clusters Score -2.685814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246104 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -26858130.000000 Penalty: 6171.744141
	Iteration 41Q: 3 clusters Score -2.685813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246121 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -26858160.000000 Penalty: 6171.744141
	Iteration 42Q: 3 clusters Score -2.685816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246132 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -26858138.000000 Penalty: 6171.744141
	Iteration 43Q: 3 clusters Score -2.685814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246148 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -26858136.000000 Penalty: 6171.744141
	Iteration 44Q: 3 clusters Score -2.685814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246159 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -26858130.000000 Penalty: 6171.744141
	Iteration 45Q: 3 clusters Score -2.685813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246167 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -26858134.000000 Penalty: 6171.744141
	Iteration 46Q: 3 clusters Score -2.685813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246180 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -26858136.000000 Penalty: 6171.744141
	Iteration 47Q: 3 clusters Score -2.685814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246187 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -26858142.000000 Penalty: 6171.744141
	Iteration 48Q: 3 clusters Score -2.685814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246191 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -26858142.000000 Penalty: 6171.744141
	Iteration 49Q: 3 clusters Score -2.685814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246197 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -26858146.000000 Penalty: 6171.744141
	Iteration 50Q: 3 clusters Score -2.685815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246204 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -26858130.000000 Penalty: 6171.744141
	Iteration 51Q: 3 clusters Score -2.685813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246213 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -26858126.000000 Penalty: 6171.744141
	Iteration 52Q: 3 clusters Score -2.685813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246220 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -26858116.000000 Penalty: 6171.744141
	Iteration 53Q: 3 clusters Score -2.685812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246232 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -26858136.000000 Penalty: 6171.744141
	Iteration 54Q: 3 clusters Score -2.685814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246242 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -26858124.000000 Penalty: 6171.744141
	Iteration 55Q: 3 clusters Score -2.685812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246256 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -26858130.000000 Penalty: 6171.744141
	Iteration 56Q: 3 clusters Score -2.685813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246270 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -26858104.000000 Penalty: 6171.744141
	Iteration 57Q: 3 clusters Score -2.68581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246288 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -26858114.000000 Penalty: 6171.744141
	Iteration 58Q: 3 clusters Score -2.685811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246303 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -26858116.000000 Penalty: 6171.744141
	Iteration 59Q: 3 clusters Score -2.685812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246318 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -26858106.000000 Penalty: 6171.744141
	Iteration 60F: 3 clusters Score -2.685811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246332 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -26858094.000000 Penalty: 6171.744141
	Iteration 61Q: 3 clusters Score -2.685809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246346 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -26858078.000000 Penalty: 6171.744141
	Iteration 62Q: 3 clusters Score -2.685808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246356 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -26858082.000000 Penalty: 6171.744141
	Iteration 63Q: 3 clusters Score -2.685808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246369 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -26858066.000000 Penalty: 6171.744141
	Iteration 64Q: 3 clusters Score -2.685807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246381 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -26858080.000000 Penalty: 6171.744141
	Iteration 65Q: 3 clusters Score -2.685808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246396 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -26858084.000000 Penalty: 6171.744141
	Iteration 66Q: 3 clusters Score -2.685808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246410 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -26858090.000000 Penalty: 6171.744141
	Iteration 67Q: 3 clusters Score -2.685809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246420 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -26858064.000000 Penalty: 6171.744141
	Iteration 68Q: 3 clusters Score -2.685806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246430 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -26858068.000000 Penalty: 6171.744141
	Iteration 69Q: 3 clusters Score -2.685807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246443 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -26858038.000000 Penalty: 6171.744141
	Iteration 70Q: 3 clusters Score -2.685804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246456 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -26858062.000000 Penalty: 6171.744141
	Iteration 71Q: 3 clusters Score -2.685806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246467 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -26858052.000000 Penalty: 6171.744141
	Iteration 72Q: 3 clusters Score -2.685805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246470 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -26858062.000000 Penalty: 6171.744141
	Iteration 73Q: 3 clusters Score -2.685806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246477 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -26858068.000000 Penalty: 6171.744141
	Iteration 74Q: 3 clusters Score -2.685807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246486 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -26858078.000000 Penalty: 6171.744141
	Iteration 75Q: 3 clusters Score -2.685808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246488 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -26858090.000000 Penalty: 6171.744141
	Iteration 76Q: 3 clusters Score -2.685809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246492 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -26858084.000000 Penalty: 6171.744141
	Iteration 77Q: 3 clusters Score -2.685808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246494 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -26858094.000000 Penalty: 6171.744141
	Iteration 78Q: 3 clusters Score -2.685809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246497 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -26858096.000000 Penalty: 6171.744141
	Iteration 79Q: 3 clusters Score -2.68581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246501 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -26858090.000000 Penalty: 6171.744141
	Iteration 80F: 3 clusters Score -2.685809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246504 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -26858108.000000 Penalty: 6171.744141
	Iteration 81Q: 3 clusters Score -2.685811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246509 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -26858102.000000 Penalty: 6171.744141
	Iteration 82Q: 3 clusters Score -2.68581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246514 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -26858094.000000 Penalty: 6171.744141
	Iteration 83Q: 3 clusters Score -2.685809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246517 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -26858100.000000 Penalty: 6171.744141
	Iteration 84Q: 3 clusters Score -2.68581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246520 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -26858106.000000 Penalty: 6171.744141
	Iteration 85Q: 3 clusters Score -2.685811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246523 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -26858106.000000 Penalty: 6171.744141
	Iteration 86Q: 3 clusters Score -2.685811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246524 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -26858100.000000 Penalty: 6171.744141
	Iteration 87Q: 3 clusters Score -2.68581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246526 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -26858112.000000 Penalty: 6171.744141
	Iteration 88Q: 3 clusters Score -2.685811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246526 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -26858112.000000 Penalty: 6171.744141
	Iteration 89F: 3 clusters Score -2.685811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 250243 members 
Mstep: Class 4 contains 224 members 
Mstep: Class 5 contains 35651 members 
Mstep: Class 6 contains 27061 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 23430 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63285 members 
Mstep: Class 12 contains 246526 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 289929 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 381254 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 90002 members 
Mstep: Class 22 contains 14542 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 839 members 
Mstep: Class 25 contains 6952 members 
Entering Unmasked Estep 
Score: -158337856.000000 Penalty: 88271.046875
Splitting cluster 12 changes total score from -158337568.000000 to -158337856.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (28102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Entering Unmasked Estep 
Score: -2723906.750000 Penalty: 2540.411865
	Iteration 0F: 2 clusters Score -2723907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2704619.250000 Penalty: 5080.823730
	Iteration 0F: 3 clusters Score -2704619 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2711638.250000 Penalty: 5080.823730
	Iteration 1F: 3 clusters Score -2711638 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2712275.000000 Penalty: 5080.823730
	Iteration 2F: 3 clusters Score -2712275 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2712975.000000 Penalty: 5080.823730
	Iteration 3F: 3 clusters Score -2712975 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2713719.500000 Penalty: 5080.823730
	Iteration 4F: 3 clusters Score -2713720 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2714490.250000 Penalty: 5080.823730
	Iteration 5F: 3 clusters Score -2714490 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2715217.250000 Penalty: 5080.823730
	Iteration 6Q: 3 clusters Score -2715217 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2715831.750000 Penalty: 5080.823730
	Iteration 7Q: 3 clusters Score -2715832 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2716338.000000 Penalty: 5080.823730
	Iteration 8Q: 3 clusters Score -2716338 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2716797.250000 Penalty: 5080.823730
	Iteration 9Q: 3 clusters Score -2716797 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2717212.750000 Penalty: 5080.823730
	Iteration 10Q: 3 clusters Score -2717213 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2717556.500000 Penalty: 5080.823730
	Iteration 11Q: 3 clusters Score -2717556 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2717847.250000 Penalty: 5080.823730
	Iteration 12Q: 3 clusters Score -2717847 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2718081.250000 Penalty: 5080.823730
	Iteration 13Q: 3 clusters Score -2718081 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2718307.250000 Penalty: 5080.823730
	Iteration 14Q: 3 clusters Score -2718307 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2718501.000000 Penalty: 5080.823730
	Iteration 15Q: 3 clusters Score -2718501 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2718671.500000 Penalty: 5080.823730
	Iteration 16Q: 3 clusters Score -2718672 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2718802.500000 Penalty: 5080.823730
	Iteration 17Q: 3 clusters Score -2718802 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2718889.500000 Penalty: 5080.823730
	Iteration 18Q: 3 clusters Score -2718890 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2718949.500000 Penalty: 5080.823730
	Iteration 19Q: 3 clusters Score -2718950 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2719013.500000 Penalty: 5080.823730
	Iteration 20F: 3 clusters Score -2719014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2719072.000000 Penalty: 5080.823730
	Iteration 21Q: 3 clusters Score -2719072 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2719147.000000 Penalty: 5080.823730
	Iteration 22Q: 3 clusters Score -2719147 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2719184.500000 Penalty: 5080.823730
	Iteration 23Q: 3 clusters Score -2719184 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2719245.250000 Penalty: 5080.823730
	Iteration 24Q: 3 clusters Score -2719245 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2719322.250000 Penalty: 5080.823730
	Iteration 25Q: 3 clusters Score -2719322 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2719420.750000 Penalty: 5080.823730
	Iteration 26Q: 3 clusters Score -2719421 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2719506.000000 Penalty: 5080.823730
	Iteration 27Q: 3 clusters Score -2719506 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2719625.500000 Penalty: 5080.823730
	Iteration 28Q: 3 clusters Score -2719626 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2719769.500000 Penalty: 5080.823730
	Iteration 29Q: 3 clusters Score -2719770 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2719924.000000 Penalty: 5080.823730
	Iteration 30Q: 3 clusters Score -2719924 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2720097.500000 Penalty: 5080.823730
	Iteration 31Q: 3 clusters Score -2720098 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2720279.000000 Penalty: 5080.823730
	Iteration 32Q: 3 clusters Score -2720279 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2720487.500000 Penalty: 5080.823730
	Iteration 33Q: 3 clusters Score -2720488 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2720724.250000 Penalty: 5080.823730
	Iteration 34Q: 3 clusters Score -2720724 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2720945.250000 Penalty: 5080.823730
	Iteration 35Q: 3 clusters Score -2720945 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2721139.250000 Penalty: 5080.823730
	Iteration 36Q: 3 clusters Score -2721139 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2721346.000000 Penalty: 5080.823730
	Iteration 37Q: 3 clusters Score -2721346 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2721541.500000 Penalty: 5080.823730
	Iteration 38Q: 3 clusters Score -2721542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2721707.500000 Penalty: 5080.823730
	Iteration 39Q: 3 clusters Score -2721708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2721885.000000 Penalty: 5080.823730
	Iteration 40F: 3 clusters Score -2721885 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2722074.500000 Penalty: 5080.823730
	Iteration 41Q: 3 clusters Score -2722074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2722227.000000 Penalty: 5080.823730
	Iteration 42Q: 3 clusters Score -2722227 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2722321.500000 Penalty: 5080.823730
	Iteration 43Q: 3 clusters Score -2722322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2722393.250000 Penalty: 5080.823730
	Iteration 44Q: 3 clusters Score -2722393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2722437.750000 Penalty: 5080.823730
	Iteration 45Q: 3 clusters Score -2722438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2722481.500000 Penalty: 5080.823730
	Iteration 46Q: 3 clusters Score -2722482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2722500.500000 Penalty: 5080.823730
	Iteration 47Q: 3 clusters Score -2722500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2722522.500000 Penalty: 5080.823730
	Iteration 48Q: 3 clusters Score -2722522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2722534.750000 Penalty: 5080.823730
	Iteration 49Q: 3 clusters Score -2722535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2722546.500000 Penalty: 5080.823730
	Iteration 50Q: 3 clusters Score -2722546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2722556.500000 Penalty: 5080.823730
	Iteration 51Q: 3 clusters Score -2722556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2722574.500000 Penalty: 5080.823730
	Iteration 52Q: 3 clusters Score -2722574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2722594.250000 Penalty: 5080.823730
	Iteration 53Q: 3 clusters Score -2722594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2722609.750000 Penalty: 5080.823730
	Iteration 54Q: 3 clusters Score -2722610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2722619.750000 Penalty: 5080.823730
	Iteration 55Q: 3 clusters Score -2722620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2722642.000000 Penalty: 5080.823730
	Iteration 56Q: 3 clusters Score -2722642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2722652.250000 Penalty: 5080.823730
	Iteration 57Q: 3 clusters Score -2722652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2722660.750000 Penalty: 5080.823730
	Iteration 58Q: 3 clusters Score -2722661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2722660.750000 Penalty: 5080.823730
	Iteration 59Q: 3 clusters Score -2722661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2722669.250000 Penalty: 5080.823730
	Iteration 60F: 3 clusters Score -2722669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2722667.750000 Penalty: 5080.823730
	Iteration 61Q: 3 clusters Score -2722668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2722670.750000 Penalty: 5080.823730
	Iteration 62Q: 3 clusters Score -2722671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2722673.500000 Penalty: 5080.823730
	Iteration 63Q: 3 clusters Score -2722674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2722673.500000 Penalty: 5080.823730
	Iteration 64Q: 3 clusters Score -2722674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2722673.500000 Penalty: 5080.823730
	Iteration 65F: 3 clusters Score -2722674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Entering Unmasked Estep 
Score: -1379374.250000 Penalty: 2355.837891
	Iteration 0F: 2 clusters Score -1379374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1369539.500000 Penalty: 4711.675781
	Iteration 0F: 3 clusters Score -1369540 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1372650.125000 Penalty: 4711.675781
	Iteration 1F: 3 clusters Score -1372650 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1372985.875000 Penalty: 4711.675781
	Iteration 2F: 3 clusters Score -1372986 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1373237.250000 Penalty: 4711.675781
	Iteration 3Q: 3 clusters Score -1373237 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1373469.500000 Penalty: 4711.675781
	Iteration 4Q: 3 clusters Score -1373470 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1373731.250000 Penalty: 4711.675781
	Iteration 5Q: 3 clusters Score -1373731 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1373994.250000 Penalty: 4711.675781
	Iteration 6Q: 3 clusters Score -1373994 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1374263.250000 Penalty: 4711.675781
	Iteration 7Q: 3 clusters Score -1374263 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1374599.250000 Penalty: 4711.675781
	Iteration 8Q: 3 clusters Score -1374599 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1375009.000000 Penalty: 4711.675781
	Iteration 9Q: 3 clusters Score -1375009 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1375465.125000 Penalty: 4711.675781
	Iteration 10Q: 3 clusters Score -1375465 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1375894.875000 Penalty: 4711.675781
	Iteration 11Q: 3 clusters Score -1375895 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1376269.250000 Penalty: 4711.675781
	Iteration 12Q: 3 clusters Score -1376269 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1376573.500000 Penalty: 4711.675781
	Iteration 13Q: 3 clusters Score -1376574 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1376788.500000 Penalty: 4711.675781
	Iteration 14Q: 3 clusters Score -1376788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1376983.250000 Penalty: 4711.675781
	Iteration 15Q: 3 clusters Score -1376983 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1377132.875000 Penalty: 4711.675781
	Iteration 16Q: 3 clusters Score -1377133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1377270.125000 Penalty: 4711.675781
	Iteration 17Q: 3 clusters Score -1377270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1377338.125000 Penalty: 4711.675781
	Iteration 18Q: 3 clusters Score -1377338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1377376.000000 Penalty: 4711.675781
	Iteration 19Q: 3 clusters Score -1377376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1377388.500000 Penalty: 4711.675781
	Iteration 20F: 3 clusters Score -1377388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1377392.750000 Penalty: 4711.675781
	Iteration 21Q: 3 clusters Score -1377393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1377399.000000 Penalty: 4711.675781
	Iteration 22Q: 3 clusters Score -1377399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1377403.750000 Penalty: 4711.675781
	Iteration 23Q: 3 clusters Score -1377404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1377402.875000 Penalty: 4711.675781
	Iteration 24Q: 3 clusters Score -1377403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1377404.875000 Penalty: 4711.675781
	Iteration 25Q: 3 clusters Score -1377405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1377408.375000 Penalty: 4711.675781
	Iteration 26Q: 3 clusters Score -1377408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1377407.250000 Penalty: 4711.675781
	Iteration 27Q: 3 clusters Score -1377407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1377407.000000 Penalty: 4711.675781
	Iteration 28Q: 3 clusters Score -1377407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1377408.625000 Penalty: 4711.675781
	Iteration 29Q: 3 clusters Score -1377409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1377408.625000 Penalty: 4711.675781
	Iteration 30F: 3 clusters Score -1377409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -259806.765625 Penalty: 1982.166504
	Iteration 0F: 2 clusters Score -259806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -256578.562500 Penalty: 3964.333008
	Iteration 0F: 3 clusters Score -256578.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -257200.171875 Penalty: 3964.333008
	Iteration 1F: 3 clusters Score -257200.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -257352.359375 Penalty: 3964.333008
	Iteration 2F: 3 clusters Score -257352.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -257437.437500 Penalty: 3964.333008
	Iteration 3Q: 3 clusters Score -257437.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -257494.625000 Penalty: 3964.333008
	Iteration 4Q: 3 clusters Score -257494.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -257539.546875 Penalty: 3964.333008
	Iteration 5Q: 3 clusters Score -257539.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -257572.765625 Penalty: 3964.333008
	Iteration 6Q: 3 clusters Score -257572.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -257597.453125 Penalty: 3964.333008
	Iteration 7Q: 3 clusters Score -257597.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -257623.875000 Penalty: 3964.333008
	Iteration 8Q: 3 clusters Score -257623.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -257647.375000 Penalty: 3964.333008
	Iteration 9Q: 3 clusters Score -257647.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -257667.906250 Penalty: 3964.333008
	Iteration 10Q: 3 clusters Score -257667.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -257687.843750 Penalty: 3964.333008
	Iteration 11Q: 3 clusters Score -257687.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -257702.046875 Penalty: 3964.333008
	Iteration 12Q: 3 clusters Score -257702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -257711.468750 Penalty: 3964.333008
	Iteration 13Q: 3 clusters Score -257711.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -257722.109375 Penalty: 3964.333008
	Iteration 14Q: 3 clusters Score -257722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -257729.453125 Penalty: 3964.333008
	Iteration 15Q: 3 clusters Score -257729.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -257735.828125 Penalty: 3964.333008
	Iteration 16Q: 3 clusters Score -257735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257741.875000 Penalty: 3964.333008
	Iteration 17Q: 3 clusters Score -257741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -257745.875000 Penalty: 3964.333008
	Iteration 18Q: 3 clusters Score -257745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -257749.843750 Penalty: 3964.333008
	Iteration 19Q: 3 clusters Score -257749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -257753.234375 Penalty: 3964.333008
	Iteration 20F: 3 clusters Score -257753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -257758.281250 Penalty: 3964.333008
	Iteration 21Q: 3 clusters Score -257758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -257762.109375 Penalty: 3964.333008
	Iteration 22Q: 3 clusters Score -257762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -257765.015625 Penalty: 3964.333008
	Iteration 23Q: 3 clusters Score -257765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -257767.078125 Penalty: 3964.333008
	Iteration 24Q: 3 clusters Score -257767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -257768.609375 Penalty: 3964.333008
	Iteration 25Q: 3 clusters Score -257768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257771.937500 Penalty: 3964.333008
	Iteration 26Q: 3 clusters Score -257771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -257776.515625 Penalty: 3964.333008
	Iteration 27Q: 3 clusters Score -257776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -257779.015625 Penalty: 3964.333008
	Iteration 28Q: 3 clusters Score -257779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -257779.109375 Penalty: 3964.333008
	Iteration 29Q: 3 clusters Score -257779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -257780.171875 Penalty: 3964.333008
	Iteration 30Q: 3 clusters Score -257780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -257781.406250 Penalty: 3964.333008
	Iteration 31Q: 3 clusters Score -257781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -257781.796875 Penalty: 3964.333008
	Iteration 32Q: 3 clusters Score -257781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -257781.796875 Penalty: 3964.333008
	Iteration 33F: 3 clusters Score -257781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (289929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289929 members 
Entering Unmasked Estep 
Score: -30835600.000000 Penalty: 3119.193115
	Iteration 0F: 2 clusters Score -3.08356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144641 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -30644552.000000 Penalty: 6238.386230
	Iteration 0F: 3 clusters Score -3.064455e+07 nChanged 140614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139289 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -30728644.000000 Penalty: 6238.386230
	Iteration 1F: 3 clusters Score -3.072864e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135748 members 
Mstep: Class 2 contains 154181 members 
Entering Unmasked Estep 
Score: -30730468.000000 Penalty: 6238.386230
	Iteration 2Q: 3 clusters Score -3.073047e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -30732904.000000 Penalty: 6238.386230
	Iteration 3Q: 3 clusters Score -3.07329e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 168847 members 
Entering Unmasked Estep 
Score: -30737172.000000 Penalty: 6238.386230
	Iteration 4Q: 3 clusters Score -3.073717e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 182006 members 
Entering Unmasked Estep 
Score: -30744412.000000 Penalty: 6238.386230
	Iteration 5F: 3 clusters Score -3.074441e+07 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 200375 members 
Entering Unmasked Estep 
Score: -30757316.000000 Penalty: 6238.386230
	Iteration 6F: 3 clusters Score -3.075732e+07 nChanged 23189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 222918 members 
Entering Unmasked Estep 
Score: -30775614.000000 Penalty: 6238.386230
	Iteration 7F: 3 clusters Score -3.077561e+07 nChanged 22691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 245267 members 
Entering Unmasked Estep 
Score: -30795770.000000 Penalty: 6238.386230
	Iteration 8F: 3 clusters Score -3.079577e+07 nChanged 17084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 262063 members 
Entering Unmasked Estep 
Score: -30811674.000000 Penalty: 6238.386230
	Iteration 9F: 3 clusters Score -3.081167e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 271973 members 
Entering Unmasked Estep 
Score: -30821204.000000 Penalty: 6238.386230
	Iteration 10Q: 3 clusters Score -3.08212e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 277307 members 
Entering Unmasked Estep 
Score: -30826140.000000 Penalty: 6238.386230
	Iteration 11Q: 3 clusters Score -3.082614e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 280311 members 
Entering Unmasked Estep 
Score: -30828508.000000 Penalty: 6238.386230
	Iteration 12Q: 3 clusters Score -3.082851e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 282147 members 
Entering Unmasked Estep 
Score: -30829784.000000 Penalty: 6238.386230
	Iteration 13Q: 3 clusters Score -3.082978e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 283448 members 
Entering Unmasked Estep 
Score: -30830582.000000 Penalty: 6238.386230
	Iteration 14Q: 3 clusters Score -3.083058e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 284431 members 
Entering Unmasked Estep 
Score: -30831142.000000 Penalty: 6238.386230
	Iteration 15Q: 3 clusters Score -3.083114e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 285146 members 
Entering Unmasked Estep 
Score: -30831454.000000 Penalty: 6238.386230
	Iteration 16Q: 3 clusters Score -3.083145e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 285688 members 
Entering Unmasked Estep 
Score: -30831786.000000 Penalty: 6238.386230
	Iteration 17Q: 3 clusters Score -3.083179e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 286109 members 
Entering Unmasked Estep 
Score: -30832000.000000 Penalty: 6238.386230
	Iteration 18Q: 3 clusters Score -3.0832e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 286435 members 
Entering Unmasked Estep 
Score: -30832196.000000 Penalty: 6238.386230
	Iteration 19Q: 3 clusters Score -3.08322e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 286708 members 
Entering Unmasked Estep 
Score: -30832390.000000 Penalty: 6238.386230
	Iteration 20F: 3 clusters Score -3.083239e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 286923 members 
Entering Unmasked Estep 
Score: -30832550.000000 Penalty: 6238.386230
	Iteration 21Q: 3 clusters Score -3.083255e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 287082 members 
Entering Unmasked Estep 
Score: -30832568.000000 Penalty: 6238.386230
	Iteration 22Q: 3 clusters Score -3.083257e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 287197 members 
Entering Unmasked Estep 
Score: -30832612.000000 Penalty: 6238.386230
	Iteration 23Q: 3 clusters Score -3.083261e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 287311 members 
Entering Unmasked Estep 
Score: -30832656.000000 Penalty: 6238.386230
	Iteration 24Q: 3 clusters Score -3.083266e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 287404 members 
Entering Unmasked Estep 
Score: -30832708.000000 Penalty: 6238.386230
	Iteration 25Q: 3 clusters Score -3.083271e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 287492 members 
Entering Unmasked Estep 
Score: -30832784.000000 Penalty: 6238.386230
	Iteration 26Q: 3 clusters Score -3.083278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 287581 members 
Entering Unmasked Estep 
Score: -30832856.000000 Penalty: 6238.386230
	Iteration 27Q: 3 clusters Score -3.083286e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 287643 members 
Entering Unmasked Estep 
Score: -30832860.000000 Penalty: 6238.386230
	Iteration 28Q: 3 clusters Score -3.083286e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 287702 members 
Entering Unmasked Estep 
Score: -30832930.000000 Penalty: 6238.386230
	Iteration 29Q: 3 clusters Score -3.083293e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 287754 members 
Entering Unmasked Estep 
Score: -30832952.000000 Penalty: 6238.386230
	Iteration 30Q: 3 clusters Score -3.083295e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 287791 members 
Entering Unmasked Estep 
Score: -30832964.000000 Penalty: 6238.386230
	Iteration 31Q: 3 clusters Score -3.083296e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 287821 members 
Entering Unmasked Estep 
Score: -30832956.000000 Penalty: 6238.386230
	Iteration 32Q: 3 clusters Score -3.083296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 287849 members 
Entering Unmasked Estep 
Score: -30832970.000000 Penalty: 6238.386230
	Iteration 33Q: 3 clusters Score -3.083297e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 287868 members 
Entering Unmasked Estep 
Score: -30832978.000000 Penalty: 6238.386230
	Iteration 34Q: 3 clusters Score -3.083298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 287891 members 
Entering Unmasked Estep 
Score: -30832982.000000 Penalty: 6238.386230
	Iteration 35Q: 3 clusters Score -3.083298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 287903 members 
Entering Unmasked Estep 
Score: -30832974.000000 Penalty: 6238.386230
	Iteration 36Q: 3 clusters Score -3.083297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 287911 members 
Entering Unmasked Estep 
Score: -30832984.000000 Penalty: 6238.386230
	Iteration 37Q: 3 clusters Score -3.083298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 287914 members 
Entering Unmasked Estep 
Score: -30833000.000000 Penalty: 6238.386230
	Iteration 38Q: 3 clusters Score -3.0833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 287924 members 
Entering Unmasked Estep 
Score: -30832996.000000 Penalty: 6238.386230
	Iteration 39Q: 3 clusters Score -3.0833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 287931 members 
Entering Unmasked Estep 
Score: -30833042.000000 Penalty: 6238.386230
	Iteration 40F: 3 clusters Score -3.083304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 287940 members 
Entering Unmasked Estep 
Score: -30833036.000000 Penalty: 6238.386230
	Iteration 41Q: 3 clusters Score -3.083304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 287949 members 
Entering Unmasked Estep 
Score: -30833054.000000 Penalty: 6238.386230
	Iteration 42Q: 3 clusters Score -3.083305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 287956 members 
Entering Unmasked Estep 
Score: -30833012.000000 Penalty: 6238.386230
	Iteration 43Q: 3 clusters Score -3.083301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 287963 members 
Entering Unmasked Estep 
Score: -30833030.000000 Penalty: 6238.386230
	Iteration 44Q: 3 clusters Score -3.083303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 287972 members 
Entering Unmasked Estep 
Score: -30833042.000000 Penalty: 6238.386230
	Iteration 45Q: 3 clusters Score -3.083304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 287976 members 
Entering Unmasked Estep 
Score: -30833042.000000 Penalty: 6238.386230
	Iteration 46Q: 3 clusters Score -3.083304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 287981 members 
Entering Unmasked Estep 
Score: -30833034.000000 Penalty: 6238.386230
	Iteration 47Q: 3 clusters Score -3.083303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 287985 members 
Entering Unmasked Estep 
Score: -30833016.000000 Penalty: 6238.386230
	Iteration 48Q: 3 clusters Score -3.083302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 287989 members 
Entering Unmasked Estep 
Score: -30833030.000000 Penalty: 6238.386230
	Iteration 49Q: 3 clusters Score -3.083303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 287995 members 
Entering Unmasked Estep 
Score: -30833026.000000 Penalty: 6238.386230
	Iteration 50Q: 3 clusters Score -3.083303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 287994 members 
Entering Unmasked Estep 
Score: -30833030.000000 Penalty: 6238.386230
	Iteration 51Q: 3 clusters Score -3.083303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 287994 members 
Entering Unmasked Estep 
Score: -30833036.000000 Penalty: 6238.386230
	Iteration 52Q: 3 clusters Score -3.083304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 287993 members 
Entering Unmasked Estep 
Score: -30833028.000000 Penalty: 6238.386230
	Iteration 53Q: 3 clusters Score -3.083303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 287991 members 
Entering Unmasked Estep 
Score: -30833032.000000 Penalty: 6238.386230
	Iteration 54Q: 3 clusters Score -3.083303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 287992 members 
Entering Unmasked Estep 
Score: -30833038.000000 Penalty: 6238.386230
	Iteration 55Q: 3 clusters Score -3.083304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 287992 members 
Entering Unmasked Estep 
Score: -30833038.000000 Penalty: 6238.386230
	Iteration 56F: 3 clusters Score -3.083304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -36052.433594 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -36052.43 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 201 members 
Entering Unmasked Estep 
Score: -34622.046875 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -34622.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34775.933594 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -34775.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34839.449219 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -34839.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34854.218750 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -34854.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34857.976562 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -34857.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34864.769531 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -34864.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34864.769531 Penalty: 2950.225586
	Iteration 6F: 3 clusters Score -34864.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (381254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381254 members 
Entering Unmasked Estep 
Score: -40333784.000000 Penalty: 3187.102783
	Iteration 0F: 2 clusters Score -4.033378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190930 members 
Mstep: Class 2 contains 190324 members 
Entering Unmasked Estep 
Score: -40096980.000000 Penalty: 6374.205566
	Iteration 0F: 3 clusters Score -4.009698e+07 nChanged 184995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199743 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -40206908.000000 Penalty: 6374.205566
	Iteration 1F: 3 clusters Score -4.020691e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 175124 members 
Entering Unmasked Estep 
Score: -40208704.000000 Penalty: 6374.205566
	Iteration 2Q: 3 clusters Score -4.02087e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216168 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -40212080.000000 Penalty: 6374.205566
	Iteration 3Q: 3 clusters Score -4.021208e+07 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231209 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -40219484.000000 Penalty: 6374.205566
	Iteration 4Q: 3 clusters Score -4.021948e+07 nChanged 23034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252857 members 
Mstep: Class 2 contains 128397 members 
Entering Unmasked Estep 
Score: -40232328.000000 Penalty: 6374.205566
	Iteration 5F: 3 clusters Score -4.023233e+07 nChanged 29463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281428 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -40254384.000000 Penalty: 6374.205566
	Iteration 6F: 3 clusters Score -4.025438e+07 nChanged 32293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313217 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -40283032.000000 Penalty: 6374.205566
	Iteration 7F: 3 clusters Score -4.028303e+07 nChanged 28357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341326 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -40306536.000000 Penalty: 6374.205566
	Iteration 8F: 3 clusters Score -4.030654e+07 nChanged 19855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361161 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -40320452.000000 Penalty: 6374.205566
	Iteration 9F: 3 clusters Score -4.032045e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372598 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -40327044.000000 Penalty: 6374.205566
	Iteration 10Q: 3 clusters Score -4.032704e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378163 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -40329560.000000 Penalty: 6374.205566
	Iteration 11Q: 3 clusters Score -4.032956e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380245 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -40330364.000000 Penalty: 6374.205566
	Iteration 12Q: 3 clusters Score -4.033036e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380835 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40330744.000000 Penalty: 6374.205566
	Iteration 13Q: 3 clusters Score -4.033074e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380968 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40330900.000000 Penalty: 6374.205566
	Iteration 14Q: 3 clusters Score -4.03309e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381007 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40330892.000000 Penalty: 6374.205566
	Iteration 15Q: 3 clusters Score -4.033089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381030 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40330920.000000 Penalty: 6374.205566
	Iteration 16Q: 3 clusters Score -4.033092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381041 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40330956.000000 Penalty: 6374.205566
	Iteration 17Q: 3 clusters Score -4.033096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381046 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40330960.000000 Penalty: 6374.205566
	Iteration 18Q: 3 clusters Score -4.033096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381051 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40330960.000000 Penalty: 6374.205566
	Iteration 19Q: 3 clusters Score -4.033096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381052 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40330956.000000 Penalty: 6374.205566
	Iteration 20F: 3 clusters Score -4.033096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381053 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40330964.000000 Penalty: 6374.205566
	Iteration 21Q: 3 clusters Score -4.033096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381052 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40330964.000000 Penalty: 6374.205566
	Iteration 22Q: 3 clusters Score -4.033096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381051 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40330952.000000 Penalty: 6374.205566
	Iteration 23Q: 3 clusters Score -4.033095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381051 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40330952.000000 Penalty: 6374.205566
	Iteration 24F: 3 clusters Score -4.033095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Entering Unmasked Estep 
Score: -1367656.500000 Penalty: 2349.116455
	Iteration 0F: 2 clusters Score -1367656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1358050.375000 Penalty: 4698.232910
	Iteration 0F: 3 clusters Score -1358050 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1361093.500000 Penalty: 4698.232910
	Iteration 1F: 3 clusters Score -1361094 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1361417.000000 Penalty: 4698.232910
	Iteration 2F: 3 clusters Score -1361417 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1361629.500000 Penalty: 4698.232910
	Iteration 3Q: 3 clusters Score -1361630 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1361818.750000 Penalty: 4698.232910
	Iteration 4Q: 3 clusters Score -1361819 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1362005.500000 Penalty: 4698.232910
	Iteration 5Q: 3 clusters Score -1362006 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1362215.250000 Penalty: 4698.232910
	Iteration 6Q: 3 clusters Score -1362215 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1362462.125000 Penalty: 4698.232910
	Iteration 7Q: 3 clusters Score -1362462 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1362747.000000 Penalty: 4698.232910
	Iteration 8Q: 3 clusters Score -1362747 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1363089.000000 Penalty: 4698.232910
	Iteration 9Q: 3 clusters Score -1363089 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1363518.500000 Penalty: 4698.232910
	Iteration 10Q: 3 clusters Score -1363518 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1364011.500000 Penalty: 4698.232910
	Iteration 11Q: 3 clusters Score -1364012 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1364469.375000 Penalty: 4698.232910
	Iteration 12Q: 3 clusters Score -1364469 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1364905.500000 Penalty: 4698.232910
	Iteration 13Q: 3 clusters Score -1364906 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1365261.875000 Penalty: 4698.232910
	Iteration 14Q: 3 clusters Score -1365262 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1365440.875000 Penalty: 4698.232910
	Iteration 15Q: 3 clusters Score -1365441 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1365526.375000 Penalty: 4698.232910
	Iteration 16Q: 3 clusters Score -1365526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1365574.625000 Penalty: 4698.232910
	Iteration 17Q: 3 clusters Score -1365575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1365609.000000 Penalty: 4698.232910
	Iteration 18Q: 3 clusters Score -1365609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1365627.750000 Penalty: 4698.232910
	Iteration 19Q: 3 clusters Score -1365628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1365640.500000 Penalty: 4698.232910
	Iteration 20F: 3 clusters Score -1365640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1365649.375000 Penalty: 4698.232910
	Iteration 21Q: 3 clusters Score -1365649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1365659.375000 Penalty: 4698.232910
	Iteration 22Q: 3 clusters Score -1365659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1365664.375000 Penalty: 4698.232910
	Iteration 23Q: 3 clusters Score -1365664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1365666.125000 Penalty: 4698.232910
	Iteration 24Q: 3 clusters Score -1365666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1365670.625000 Penalty: 4698.232910
	Iteration 25Q: 3 clusters Score -1365671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1365672.500000 Penalty: 4698.232910
	Iteration 26Q: 3 clusters Score -1365672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1365676.500000 Penalty: 4698.232910
	Iteration 27Q: 3 clusters Score -1365676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1365677.000000 Penalty: 4698.232910
	Iteration 28Q: 3 clusters Score -1365677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1365678.625000 Penalty: 4698.232910
	Iteration 29Q: 3 clusters Score -1365679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1365679.500000 Penalty: 4698.232910
	Iteration 30Q: 3 clusters Score -1365680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1365682.500000 Penalty: 4698.232910
	Iteration 31Q: 3 clusters Score -1365682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1365682.500000 Penalty: 4698.232910
	Iteration 32F: 3 clusters Score -1365682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -96939.148438 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -96939.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95003.148438 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -95003.15 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95293.414062 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -95293.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95380.664062 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -95380.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -95419.929688 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -95419.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95438.304688 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -95438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95446.359375 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -95446.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95451.726562 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -95451.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95453.906250 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -95453.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95457.828125 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -95457.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95464.507812 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -95464.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95470.546875 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -95470.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95472.601562 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -95472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95474.281250 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -95474.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95475.023438 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -95475.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95476.265625 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -95476.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95476.265625 Penalty: 3417.237305
	Iteration 15F: 3 clusters Score -95476.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Entering Unmasked Estep 
Score: -9672147.000000 Penalty: 2829.081543
	Iteration 0F: 2 clusters Score -9672147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -9612028.000000 Penalty: 5658.163086
	Iteration 0F: 3 clusters Score -9612028 nChanged 42550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -9636300.000000 Penalty: 5658.163086
	Iteration 1F: 3 clusters Score -9636300 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -9637159.000000 Penalty: 5658.163086
	Iteration 2Q: 3 clusters Score -9637159 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -9638045.000000 Penalty: 5658.163086
	Iteration 3Q: 3 clusters Score -9638045 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9639541.000000 Penalty: 5658.163086
	Iteration 4Q: 3 clusters Score -9639541 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -9641606.000000 Penalty: 5658.163086
	Iteration 5Q: 3 clusters Score -9641606 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -9644260.000000 Penalty: 5658.163086
	Iteration 6Q: 3 clusters Score -9644260 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -9647797.000000 Penalty: 5658.163086
	Iteration 7F: 3 clusters Score -9647797 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -9651885.000000 Penalty: 5658.163086
	Iteration 8F: 3 clusters Score -9651885 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -9655592.000000 Penalty: 5658.163086
	Iteration 9F: 3 clusters Score -9655592 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -9658084.000000 Penalty: 5658.163086
	Iteration 10Q: 3 clusters Score -9658084 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -9659258.000000 Penalty: 5658.163086
	Iteration 11Q: 3 clusters Score -9659258 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -9659858.000000 Penalty: 5658.163086
	Iteration 12Q: 3 clusters Score -9659858 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -9660274.000000 Penalty: 5658.163086
	Iteration 13Q: 3 clusters Score -9660274 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -9660605.000000 Penalty: 5658.163086
	Iteration 14Q: 3 clusters Score -9660605 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -9660877.000000 Penalty: 5658.163086
	Iteration 15Q: 3 clusters Score -9660877 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -9661166.000000 Penalty: 5658.163086
	Iteration 16Q: 3 clusters Score -9661166 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -9661521.000000 Penalty: 5658.163086
	Iteration 17Q: 3 clusters Score -9661521 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -9661818.000000 Penalty: 5658.163086
	Iteration 18Q: 3 clusters Score -9661818 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -9662234.000000 Penalty: 5658.163086
	Iteration 19Q: 3 clusters Score -9662234 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -9662638.000000 Penalty: 5658.163086
	Iteration 20F: 3 clusters Score -9662638 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -9663101.000000 Penalty: 5658.163086
	Iteration 21Q: 3 clusters Score -9663101 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -9663539.000000 Penalty: 5658.163086
	Iteration 22Q: 3 clusters Score -9663539 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -9664069.000000 Penalty: 5658.163086
	Iteration 23Q: 3 clusters Score -9664069 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -9664571.000000 Penalty: 5658.163086
	Iteration 24Q: 3 clusters Score -9664571 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -9665062.000000 Penalty: 5658.163086
	Iteration 25Q: 3 clusters Score -9665062 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -9665644.000000 Penalty: 5658.163086
	Iteration 26Q: 3 clusters Score -9665644 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -9666149.000000 Penalty: 5658.163086
	Iteration 27Q: 3 clusters Score -9666149 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9666676.000000 Penalty: 5658.163086
	Iteration 28Q: 3 clusters Score -9666676 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -9667245.000000 Penalty: 5658.163086
	Iteration 29Q: 3 clusters Score -9667245 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -9667747.000000 Penalty: 5658.163086
	Iteration 30Q: 3 clusters Score -9667747 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9668217.000000 Penalty: 5658.163086
	Iteration 31Q: 3 clusters Score -9668217 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9668618.000000 Penalty: 5658.163086
	Iteration 32Q: 3 clusters Score -9668618 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9668916.000000 Penalty: 5658.163086
	Iteration 33Q: 3 clusters Score -9668916 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9669095.000000 Penalty: 5658.163086
	Iteration 34Q: 3 clusters Score -9669095 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9669226.000000 Penalty: 5658.163086
	Iteration 35Q: 3 clusters Score -9669226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9669323.000000 Penalty: 5658.163086
	Iteration 36Q: 3 clusters Score -9669323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -9669426.000000 Penalty: 5658.163086
	Iteration 37Q: 3 clusters Score -9669426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9669480.000000 Penalty: 5658.163086
	Iteration 38Q: 3 clusters Score -9669480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9669525.000000 Penalty: 5658.163086
	Iteration 39Q: 3 clusters Score -9669525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9669557.000000 Penalty: 5658.163086
	Iteration 40F: 3 clusters Score -9669557 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9669597.000000 Penalty: 5658.163086
	Iteration 41Q: 3 clusters Score -9669597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9669628.000000 Penalty: 5658.163086
	Iteration 42Q: 3 clusters Score -9669628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9669646.000000 Penalty: 5658.163086
	Iteration 43Q: 3 clusters Score -9669646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9669683.000000 Penalty: 5658.163086
	Iteration 44Q: 3 clusters Score -9669683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9669704.000000 Penalty: 5658.163086
	Iteration 45Q: 3 clusters Score -9669704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9669715.000000 Penalty: 5658.163086
	Iteration 46Q: 3 clusters Score -9669715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9669719.000000 Penalty: 5658.163086
	Iteration 47Q: 3 clusters Score -9669719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9669727.000000 Penalty: 5658.163086
	Iteration 48Q: 3 clusters Score -9669727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9669732.000000 Penalty: 5658.163086
	Iteration 49Q: 3 clusters Score -9669732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9669737.000000 Penalty: 5658.163086
	Iteration 50Q: 3 clusters Score -9669737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9669741.000000 Penalty: 5658.163086
	Iteration 51Q: 3 clusters Score -9669741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9669749.000000 Penalty: 5658.163086
	Iteration 52Q: 3 clusters Score -9669749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9669755.000000 Penalty: 5658.163086
	Iteration 53Q: 3 clusters Score -9669755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9669761.000000 Penalty: 5658.163086
	Iteration 54Q: 3 clusters Score -9669761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9669767.000000 Penalty: 5658.163086
	Iteration 55Q: 3 clusters Score -9669767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89134 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9669763.000000 Penalty: 5658.163086
	Iteration 56Q: 3 clusters Score -9669763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9669767.000000 Penalty: 5658.163086
	Iteration 57Q: 3 clusters Score -9669767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9669772.000000 Penalty: 5658.163086
	Iteration 58Q: 3 clusters Score -9669772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9669767.000000 Penalty: 5658.163086
	Iteration 59Q: 3 clusters Score -9669767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9669767.000000 Penalty: 5658.163086
	Iteration 60F: 3 clusters Score -9669767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Entering Unmasked Estep 
Score: -1562414.000000 Penalty: 2377.029297
	Iteration 0F: 2 clusters Score -1562414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1551761.250000 Penalty: 4754.058594
	Iteration 0F: 3 clusters Score -1551761 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1555189.250000 Penalty: 4754.058594
	Iteration 1F: 3 clusters Score -1555189 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1555662.750000 Penalty: 4754.058594
	Iteration 2F: 3 clusters Score -1555663 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1556112.375000 Penalty: 4754.058594
	Iteration 3F: 3 clusters Score -1556112 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1556583.625000 Penalty: 4754.058594
	Iteration 4F: 3 clusters Score -1556584 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1557128.250000 Penalty: 4754.058594
	Iteration 5F: 3 clusters Score -1557128 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1557684.875000 Penalty: 4754.058594
	Iteration 6F: 3 clusters Score -1557685 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1558244.750000 Penalty: 4754.058594
	Iteration 7F: 3 clusters Score -1558245 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1558734.875000 Penalty: 4754.058594
	Iteration 8Q: 3 clusters Score -1558735 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1559127.375000 Penalty: 4754.058594
	Iteration 9Q: 3 clusters Score -1559127 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1559477.000000 Penalty: 4754.058594
	Iteration 10Q: 3 clusters Score -1559477 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1559705.000000 Penalty: 4754.058594
	Iteration 11Q: 3 clusters Score -1559705 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1559860.750000 Penalty: 4754.058594
	Iteration 12Q: 3 clusters Score -1559861 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1559981.750000 Penalty: 4754.058594
	Iteration 13Q: 3 clusters Score -1559982 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1560071.875000 Penalty: 4754.058594
	Iteration 14Q: 3 clusters Score -1560072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1560134.125000 Penalty: 4754.058594
	Iteration 15Q: 3 clusters Score -1560134 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1560196.000000 Penalty: 4754.058594
	Iteration 16Q: 3 clusters Score -1560196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1560252.000000 Penalty: 4754.058594
	Iteration 17Q: 3 clusters Score -1560252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1560289.250000 Penalty: 4754.058594
	Iteration 18Q: 3 clusters Score -1560289 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1560329.125000 Penalty: 4754.058594
	Iteration 19Q: 3 clusters Score -1560329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1560370.125000 Penalty: 4754.058594
	Iteration 20F: 3 clusters Score -1560370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1560400.500000 Penalty: 4754.058594
	Iteration 21Q: 3 clusters Score -1560400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1560424.000000 Penalty: 4754.058594
	Iteration 22Q: 3 clusters Score -1560424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1560447.125000 Penalty: 4754.058594
	Iteration 23Q: 3 clusters Score -1560447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1560465.375000 Penalty: 4754.058594
	Iteration 24Q: 3 clusters Score -1560465 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1560479.750000 Penalty: 4754.058594
	Iteration 25Q: 3 clusters Score -1560480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1560497.125000 Penalty: 4754.058594
	Iteration 26Q: 3 clusters Score -1560497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1560502.625000 Penalty: 4754.058594
	Iteration 27Q: 3 clusters Score -1560503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1560511.625000 Penalty: 4754.058594
	Iteration 28Q: 3 clusters Score -1560512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1560519.750000 Penalty: 4754.058594
	Iteration 29Q: 3 clusters Score -1560520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1560526.375000 Penalty: 4754.058594
	Iteration 30Q: 3 clusters Score -1560526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1560532.375000 Penalty: 4754.058594
	Iteration 31Q: 3 clusters Score -1560532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1560537.750000 Penalty: 4754.058594
	Iteration 32Q: 3 clusters Score -1560538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1560540.500000 Penalty: 4754.058594
	Iteration 33Q: 3 clusters Score -1560540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1560544.375000 Penalty: 4754.058594
	Iteration 34Q: 3 clusters Score -1560544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1560541.625000 Penalty: 4754.058594
	Iteration 35Q: 3 clusters Score -1560542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1560545.000000 Penalty: 4754.058594
	Iteration 36Q: 3 clusters Score -1560545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1560546.625000 Penalty: 4754.058594
	Iteration 37Q: 3 clusters Score -1560547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1560549.125000 Penalty: 4754.058594
	Iteration 38Q: 3 clusters Score -1560549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1560555.250000 Penalty: 4754.058594
	Iteration 39Q: 3 clusters Score -1560555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1560554.375000 Penalty: 4754.058594
	Iteration 40F: 3 clusters Score -1560554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1560557.750000 Penalty: 4754.058594
	Iteration 41Q: 3 clusters Score -1560558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1560563.750000 Penalty: 4754.058594
	Iteration 42Q: 3 clusters Score -1560564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1560562.250000 Penalty: 4754.058594
	Iteration 43Q: 3 clusters Score -1560562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1560565.125000 Penalty: 4754.058594
	Iteration 44Q: 3 clusters Score -1560565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1560568.375000 Penalty: 4754.058594
	Iteration 45Q: 3 clusters Score -1560568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1560571.125000 Penalty: 4754.058594
	Iteration 46Q: 3 clusters Score -1560571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1560572.375000 Penalty: 4754.058594
	Iteration 47Q: 3 clusters Score -1560572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1560571.750000 Penalty: 4754.058594
	Iteration 48Q: 3 clusters Score -1560572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1560575.875000 Penalty: 4754.058594
	Iteration 49Q: 3 clusters Score -1560576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1560575.875000 Penalty: 4754.058594
	Iteration 50F: 3 clusters Score -1560576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 250243 members 
Mstep: Class 4 contains 224 members 
Mstep: Class 5 contains 35651 members 
Mstep: Class 6 contains 27061 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 23430 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63285 members 
Mstep: Class 12 contains 246526 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 289929 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 381254 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 90002 members 
Mstep: Class 22 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158339280.000000 Penalty: 88271.046875
Iteration 79Q: 26 clusters Score -1.583393e+08 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 247074 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 37451 members 
Mstep: Class 6 contains 27079 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 23720 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 63240 members 
Mstep: Class 12 contains 245782 members 
Mstep: Class 13 contains 28254 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 290964 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 380174 members 
Mstep: Class 19 contains 12955 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 21 contains 91410 members 
Mstep: Class 22 contains 14799 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 6920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343088.000000 Penalty: 88271.046875
Iteration 80F: 26 clusters Score -1.583431e+08 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 243726 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 39226 members 
Mstep: Class 6 contains 27093 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 24036 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63162 members 
Mstep: Class 12 contains 244715 members 
Mstep: Class 13 contains 28163 members 
Mstep: Class 14 contains 13277 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 292345 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 379134 members 
Mstep: Class 19 contains 12923 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 92763 members 
Mstep: Class 22 contains 15001 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 7411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158345520.000000 Penalty: 88271.046875
Iteration 81Q: 26 clusters Score -1.583455e+08 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 240361 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 40941 members 
Mstep: Class 6 contains 27107 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 24345 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63088 members 
Mstep: Class 12 contains 243773 members 
Mstep: Class 13 contains 28160 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 293823 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 378143 members 
Mstep: Class 19 contains 12888 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 94117 members 
Mstep: Class 22 contains 15193 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 7668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347792.000000 Penalty: 88271.046875
Iteration 82Q: 26 clusters Score -1.583478e+08 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 237022 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 42565 members 
Mstep: Class 6 contains 27125 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 24653 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63019 members 
Mstep: Class 12 contains 242798 members 
Mstep: Class 13 contains 28191 members 
Mstep: Class 14 contains 13178 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 295384 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 377094 members 
Mstep: Class 19 contains 12870 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 95491 members 
Mstep: Class 22 contains 15396 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 7923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158349232.000000 Penalty: 88271.046875
Iteration 83Q: 26 clusters Score -1.583492e+08 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 233679 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 44174 members 
Mstep: Class 6 contains 27146 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 24952 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62943 members 
Mstep: Class 12 contains 241822 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 13131 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 297118 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 376023 members 
Mstep: Class 19 contains 12836 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 96799 members 
Mstep: Class 22 contains 15581 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158350912.000000 Penalty: 88271.046875
Iteration 84Q: 26 clusters Score -1.583509e+08 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 230416 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 45707 members 
Mstep: Class 6 contains 27161 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 25252 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62875 members 
Mstep: Class 12 contains 240809 members 
Mstep: Class 13 contains 28214 members 
Mstep: Class 14 contains 13068 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 298846 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 374919 members 
Mstep: Class 19 contains 12790 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 98199 members 
Mstep: Class 22 contains 15792 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 8448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158353328.000000 Penalty: 88271.046875
Iteration 85Q: 26 clusters Score -1.583533e+08 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 227299 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 27174 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 25518 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62785 members 
Mstep: Class 12 contains 239807 members 
Mstep: Class 13 contains 28239 members 
Mstep: Class 14 contains 12975 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 300509 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 373833 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 99654 members 
Mstep: Class 22 contains 16019 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355088.000000 Penalty: 88271.046875
Iteration 86Q: 26 clusters Score -1.583551e+08 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 224321 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 48513 members 
Mstep: Class 6 contains 27170 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 25771 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62697 members 
Mstep: Class 12 contains 238915 members 
Mstep: Class 13 contains 28258 members 
Mstep: Class 14 contains 12898 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 302117 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 372700 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 101128 members 
Mstep: Class 22 contains 16223 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 8951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356656.000000 Penalty: 88271.046875
Iteration 87Q: 26 clusters Score -1.583567e+08 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 221401 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 49730 members 
Mstep: Class 6 contains 27183 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 26011 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62586 members 
Mstep: Class 12 contains 238022 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 303667 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 371701 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 102640 members 
Mstep: Class 22 contains 16433 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358144.000000 Penalty: 88271.046875
Iteration 88Q: 26 clusters Score -1.583581e+08 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 218697 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 27195 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 26236 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62481 members 
Mstep: Class 12 contains 237122 members 
Mstep: Class 13 contains 28279 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 305281 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 370652 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 104125 members 
Mstep: Class 22 contains 16630 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359280.000000 Penalty: 88271.046875
Iteration 89Q: 26 clusters Score -1.583593e+08 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 216147 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 51803 members 
Mstep: Class 6 contains 27215 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 26413 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62409 members 
Mstep: Class 12 contains 236261 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 12626 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 306840 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 369578 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 105645 members 
Mstep: Class 22 contains 16821 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360912.000000 Penalty: 88271.046875
Iteration 90Q: 26 clusters Score -1.583609e+08 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 213816 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 52696 members 
Mstep: Class 6 contains 27248 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62296 members 
Mstep: Class 12 contains 235392 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 14 contains 12538 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 308224 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 368604 members 
Mstep: Class 19 contains 12502 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 107113 members 
Mstep: Class 22 contains 17041 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 9902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362560.000000 Penalty: 88271.046875
Iteration 91Q: 26 clusters Score -1.583626e+08 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 211714 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 53434 members 
Mstep: Class 6 contains 27269 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62202 members 
Mstep: Class 12 contains 234619 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 12466 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 309390 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 367741 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 108564 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 10128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363200.000000 Penalty: 88271.046875
Iteration 92Q: 26 clusters Score -1.583632e+08 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 209705 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54096 members 
Mstep: Class 6 contains 27283 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 26897 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62119 members 
Mstep: Class 12 contains 233815 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 310586 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 366864 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 110034 members 
Mstep: Class 22 contains 17498 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 10343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364688.000000 Penalty: 88271.046875
Iteration 93Q: 26 clusters Score -1.583647e+08 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 207901 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54613 members 
Mstep: Class 6 contains 27300 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27018 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62050 members 
Mstep: Class 12 contains 233003 members 
Mstep: Class 13 contains 28301 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 311730 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 365993 members 
Mstep: Class 19 contains 12243 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 111515 members 
Mstep: Class 22 contains 17738 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 10553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365776.000000 Penalty: 88271.046875
Iteration 94Q: 26 clusters Score -1.583658e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 206367 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54954 members 
Mstep: Class 6 contains 27317 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27120 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61984 members 
Mstep: Class 12 contains 232213 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 12257 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 312789 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 365165 members 
Mstep: Class 19 contains 12122 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 112985 members 
Mstep: Class 22 contains 17947 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 10748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366640.000000 Penalty: 88271.046875
Iteration 95Q: 26 clusters Score -1.583666e+08 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 204999 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55189 members 
Mstep: Class 6 contains 27347 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27227 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61908 members 
Mstep: Class 12 contains 231465 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 313669 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 364392 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 114442 members 
Mstep: Class 22 contains 18212 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366816.000000 Penalty: 88271.046875
Iteration 96Q: 26 clusters Score -1.583668e+08 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 203735 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55380 members 
Mstep: Class 6 contains 27356 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27290 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61845 members 
Mstep: Class 12 contains 230783 members 
Mstep: Class 13 contains 28374 members 
Mstep: Class 14 contains 12104 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 314529 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 363569 members 
Mstep: Class 19 contains 11918 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 115896 members 
Mstep: Class 22 contains 18448 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367024.000000 Penalty: 88271.046875
Iteration 97Q: 26 clusters Score -1.58367e+08 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 202608 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55489 members 
Mstep: Class 6 contains 27370 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27349 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61805 members 
Mstep: Class 12 contains 230075 members 
Mstep: Class 13 contains 28392 members 
Mstep: Class 14 contains 12036 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 315308 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 362708 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 117401 members 
Mstep: Class 22 contains 18688 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368512.000000 Penalty: 88271.046875
Iteration 98Q: 26 clusters Score -1.583685e+08 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 201621 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55508 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27392 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61771 members 
Mstep: Class 12 contains 229355 members 
Mstep: Class 13 contains 28404 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 316059 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 361861 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 118853 members 
Mstep: Class 22 contains 18944 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369360.000000 Penalty: 88271.046875
Iteration 99Q: 26 clusters Score -1.583694e+08 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 200734 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55470 members 
Mstep: Class 6 contains 27414 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27431 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61742 members 
Mstep: Class 12 contains 228692 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 14 contains 11911 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 316955 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 360979 members 
Mstep: Class 19 contains 11657 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 120093 members 
Mstep: Class 22 contains 19246 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369664.000000 Penalty: 88271.046875
Iteration 100F: 26 clusters Score -1.583697e+08 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 199898 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 27435 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27458 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61727 members 
Mstep: Class 12 contains 228045 members 
Mstep: Class 13 contains 28441 members 
Mstep: Class 14 contains 11855 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 317835 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 360063 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 121284 members 
Mstep: Class 22 contains 19603 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370608.000000 Penalty: 88271.046875
Iteration 101Q: 26 clusters Score -1.583706e+08 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 199139 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55284 members 
Mstep: Class 6 contains 27464 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27494 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61721 members 
Mstep: Class 12 contains 227455 members 
Mstep: Class 13 contains 28475 members 
Mstep: Class 14 contains 11802 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 318752 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 359088 members 
Mstep: Class 19 contains 11498 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 122369 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371408.000000 Penalty: 88271.046875
Iteration 102Q: 26 clusters Score -1.583714e+08 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 198471 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 55121 members 
Mstep: Class 6 contains 27494 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27541 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61706 members 
Mstep: Class 12 contains 226866 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 11740 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 319761 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 358046 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 123363 members 
Mstep: Class 22 contains 20318 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 11987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 88271.046875
Iteration 103Q: 26 clusters Score -1.583716e+08 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 197814 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54918 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27574 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61672 members 
Mstep: Class 12 contains 226345 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 320644 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 357102 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 124321 members 
Mstep: Class 22 contains 20758 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 88271.046875
Iteration 104Q: 26 clusters Score -1.583721e+08 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 197217 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54702 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27607 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61626 members 
Mstep: Class 12 contains 225804 members 
Mstep: Class 13 contains 28551 members 
Mstep: Class 14 contains 11634 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 321674 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 356002 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 125231 members 
Mstep: Class 22 contains 21232 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372400.000000 Penalty: 88271.046875
Iteration 105Q: 26 clusters Score -1.583724e+08 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 196629 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54479 members 
Mstep: Class 6 contains 27586 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27641 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61597 members 
Mstep: Class 12 contains 225371 members 
Mstep: Class 13 contains 28569 members 
Mstep: Class 14 contains 11592 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 322842 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 354698 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 126047 members 
Mstep: Class 22 contains 21746 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373120.000000 Penalty: 88271.046875
Iteration 106Q: 26 clusters Score -1.583731e+08 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 195986 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 54198 members 
Mstep: Class 6 contains 27639 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27689 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61562 members 
Mstep: Class 12 contains 224927 members 
Mstep: Class 13 contains 28584 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 324239 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 353189 members 
Mstep: Class 19 contains 11153 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 126868 members 
Mstep: Class 22 contains 22323 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373888.000000 Penalty: 88271.046875
Iteration 107Q: 26 clusters Score -1.583739e+08 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 195354 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 53876 members 
Mstep: Class 6 contains 27696 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27728 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61522 members 
Mstep: Class 12 contains 224555 members 
Mstep: Class 13 contains 28600 members 
Mstep: Class 14 contains 11505 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 325597 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 351761 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 127655 members 
Mstep: Class 22 contains 22906 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374672.000000 Penalty: 88271.046875
Iteration 108Q: 26 clusters Score -1.583747e+08 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 194656 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 53572 members 
Mstep: Class 6 contains 27747 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27760 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61510 members 
Mstep: Class 12 contains 224198 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 327001 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 350296 members 
Mstep: Class 19 contains 10984 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 128434 members 
Mstep: Class 22 contains 23495 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375648.000000 Penalty: 88271.046875
Iteration 109Q: 26 clusters Score -1.583756e+08 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 193975 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 53260 members 
Mstep: Class 6 contains 27804 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27756 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61523 members 
Mstep: Class 12 contains 223910 members 
Mstep: Class 13 contains 28604 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 328448 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 348761 members 
Mstep: Class 19 contains 10883 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 129143 members 
Mstep: Class 22 contains 24122 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376592.000000 Penalty: 88271.046875
Iteration 110Q: 26 clusters Score -1.583766e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 193341 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 52954 members 
Mstep: Class 6 contains 27868 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27745 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61546 members 
Mstep: Class 12 contains 223726 members 
Mstep: Class 13 contains 28612 members 
Mstep: Class 14 contains 11415 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 329684 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 347245 members 
Mstep: Class 19 contains 10792 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 129811 members 
Mstep: Class 22 contains 24816 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376080.000000 Penalty: 88271.046875
Iteration 111Q: 26 clusters Score -1.583761e+08 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 192764 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 52640 members 
Mstep: Class 6 contains 27948 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27739 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61566 members 
Mstep: Class 12 contains 223639 members 
Mstep: Class 13 contains 28605 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 330797 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 345813 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 130405 members 
Mstep: Class 22 contains 25542 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375600.000000 Penalty: 88271.046875
Iteration 112Q: 26 clusters Score -1.583756e+08 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 192153 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 52297 members 
Mstep: Class 6 contains 28035 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61587 members 
Mstep: Class 12 contains 223619 members 
Mstep: Class 13 contains 28614 members 
Mstep: Class 14 contains 11326 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 331655 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 344562 members 
Mstep: Class 19 contains 10597 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 131003 members 
Mstep: Class 22 contains 26301 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375936.000000 Penalty: 88271.046875
Iteration 113Q: 26 clusters Score -1.583759e+08 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 191550 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 51957 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27696 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61605 members 
Mstep: Class 12 contains 223710 members 
Mstep: Class 13 contains 28593 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 332318 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 343401 members 
Mstep: Class 19 contains 10474 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 131595 members 
Mstep: Class 22 contains 27086 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376640.000000 Penalty: 88271.046875
Iteration 114Q: 26 clusters Score -1.583766e+08 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 191043 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 51601 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27675 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61669 members 
Mstep: Class 12 contains 223813 members 
Mstep: Class 13 contains 28601 members 
Mstep: Class 14 contains 11280 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 332703 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 342361 members 
Mstep: Class 19 contains 10378 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 132137 members 
Mstep: Class 22 contains 27880 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377872.000000 Penalty: 88271.046875
Iteration 115Q: 26 clusters Score -1.583779e+08 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 51268 members 
Mstep: Class 6 contains 28318 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27647 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61731 members 
Mstep: Class 12 contains 223962 members 
Mstep: Class 13 contains 28602 members 
Mstep: Class 14 contains 11260 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 332894 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 341463 members 
Mstep: Class 19 contains 10294 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 132714 members 
Mstep: Class 22 contains 28640 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 13923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377936.000000 Penalty: 88271.046875
Iteration 116Q: 26 clusters Score -1.583779e+08 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 190062 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 50905 members 
Mstep: Class 6 contains 28413 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27645 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61807 members 
Mstep: Class 12 contains 224100 members 
Mstep: Class 13 contains 28582 members 
Mstep: Class 14 contains 11255 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 332989 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 340662 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 133261 members 
Mstep: Class 22 contains 29386 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378848.000000 Penalty: 88271.046875
Iteration 117Q: 26 clusters Score -1.583788e+08 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 189598 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 50571 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27663 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61929 members 
Mstep: Class 12 contains 224284 members 
Mstep: Class 13 contains 28560 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 332971 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 339908 members 
Mstep: Class 19 contains 10111 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 133796 members 
Mstep: Class 22 contains 30124 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 14208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378672.000000 Penalty: 88271.046875
Iteration 118Q: 26 clusters Score -1.583787e+08 nChanged 7629
Entering ConstructFrom: 
Score: -158378672.000000 Penalty: 88271.046875
Entering ConstructFrom: 
Trying to split cluster 1 (30079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Entering Unmasked Estep 
Score: -3249042.500000 Penalty: 2557.272461
	Iteration 0F: 2 clusters Score -3249042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3228327.750000 Penalty: 5114.544922
	Iteration 0F: 3 clusters Score -3228328 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3235896.000000 Penalty: 5114.544922
	Iteration 1F: 3 clusters Score -3235896 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3236345.250000 Penalty: 5114.544922
	Iteration 2Q: 3 clusters Score -3236345 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3236710.500000 Penalty: 5114.544922
	Iteration 3Q: 3 clusters Score -3236710 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3237082.750000 Penalty: 5114.544922
	Iteration 4Q: 3 clusters Score -3237083 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3237445.750000 Penalty: 5114.544922
	Iteration 5Q: 3 clusters Score -3237446 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3237780.500000 Penalty: 5114.544922
	Iteration 6Q: 3 clusters Score -3237780 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3238179.000000 Penalty: 5114.544922
	Iteration 7Q: 3 clusters Score -3238179 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3238624.250000 Penalty: 5114.544922
	Iteration 8Q: 3 clusters Score -3238624 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3239092.250000 Penalty: 5114.544922
	Iteration 9Q: 3 clusters Score -3239092 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3239609.750000 Penalty: 5114.544922
	Iteration 10Q: 3 clusters Score -3239610 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3240160.250000 Penalty: 5114.544922
	Iteration 11Q: 3 clusters Score -3240160 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3240817.250000 Penalty: 5114.544922
	Iteration 12Q: 3 clusters Score -3240817 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3241721.750000 Penalty: 5114.544922
	Iteration 13Q: 3 clusters Score -3241722 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3242733.750000 Penalty: 5114.544922
	Iteration 14Q: 3 clusters Score -3242734 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3243808.750000 Penalty: 5114.544922
	Iteration 15Q: 3 clusters Score -3243809 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3244745.000000 Penalty: 5114.544922
	Iteration 16Q: 3 clusters Score -3244745 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3245517.500000 Penalty: 5114.544922
	Iteration 17Q: 3 clusters Score -3245518 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3246076.000000 Penalty: 5114.544922
	Iteration 18Q: 3 clusters Score -3246076 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3246375.500000 Penalty: 5114.544922
	Iteration 19Q: 3 clusters Score -3246376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3246527.750000 Penalty: 5114.544922
	Iteration 20F: 3 clusters Score -3246528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3246623.000000 Penalty: 5114.544922
	Iteration 21Q: 3 clusters Score -3246623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3246676.500000 Penalty: 5114.544922
	Iteration 22Q: 3 clusters Score -3246676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3246706.750000 Penalty: 5114.544922
	Iteration 23Q: 3 clusters Score -3246707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3246723.750000 Penalty: 5114.544922
	Iteration 24Q: 3 clusters Score -3246724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3246736.250000 Penalty: 5114.544922
	Iteration 25Q: 3 clusters Score -3246736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3246748.750000 Penalty: 5114.544922
	Iteration 26Q: 3 clusters Score -3246749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3246756.750000 Penalty: 5114.544922
	Iteration 27Q: 3 clusters Score -3246757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3246772.500000 Penalty: 5114.544922
	Iteration 28Q: 3 clusters Score -3246772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3246781.500000 Penalty: 5114.544922
	Iteration 29Q: 3 clusters Score -3246782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3246786.000000 Penalty: 5114.544922
	Iteration 30Q: 3 clusters Score -3246786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3246789.750000 Penalty: 5114.544922
	Iteration 31Q: 3 clusters Score -3246790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3246791.250000 Penalty: 5114.544922
	Iteration 32Q: 3 clusters Score -3246791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3246790.000000 Penalty: 5114.544922
	Iteration 33Q: 3 clusters Score -3246790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3246790.000000 Penalty: 5114.544922
	Iteration 34F: 3 clusters Score -3246790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -108393.546875 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -108393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106365.781250 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -106365.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106653.515625 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -106653.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106732.320312 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -106732.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106776.757812 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -106776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106799.218750 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -106799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106823.242188 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -106823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106837.265625 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -106837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106845.367188 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -106845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106850.351562 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -106850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106854.359375 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -106854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106856.554688 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -106856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106857.843750 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -106857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106859.968750 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -106860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106861.429688 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -106861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106862.281250 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -106862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106864.148438 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -106864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106864.617188 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -106864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106866.062500 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -106866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106866.796875 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -106866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106870.156250 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -106870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106876.851562 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -106876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106884.492188 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -106884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106887.796875 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -106887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106888.906250 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -106888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106889.984375 Penalty: 3484.226074
	Iteration 24Q: 3 clusters Score -106890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106890.445312 Penalty: 3484.226074
	Iteration 25Q: 3 clusters Score -106890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106894.203125 Penalty: 3484.226074
	Iteration 26Q: 3 clusters Score -106894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106894.203125 Penalty: 3484.226074
	Iteration 27F: 3 clusters Score -106894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Entering Unmasked Estep 
Score: -20208414.000000 Penalty: 3013.278564
	Iteration 0F: 2 clusters Score -2.020841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -20082452.000000 Penalty: 6026.557129
	Iteration 0F: 3 clusters Score -2.008245e+07 nChanged 90937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -20135594.000000 Penalty: 6026.557129
	Iteration 1F: 3 clusters Score -2.013559e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -20136644.000000 Penalty: 6026.557129
	Iteration 2Q: 3 clusters Score -2.013664e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -20138078.000000 Penalty: 6026.557129
	Iteration 3Q: 3 clusters Score -2.013808e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -20140036.000000 Penalty: 6026.557129
	Iteration 4Q: 3 clusters Score -2.014004e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -20143388.000000 Penalty: 6026.557129
	Iteration 5Q: 3 clusters Score -2.014339e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -20148464.000000 Penalty: 6026.557129
	Iteration 6Q: 3 clusters Score -2.014846e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -20155488.000000 Penalty: 6026.557129
	Iteration 7F: 3 clusters Score -2.015549e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -20164394.000000 Penalty: 6026.557129
	Iteration 8F: 3 clusters Score -2.016439e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -20173444.000000 Penalty: 6026.557129
	Iteration 9F: 3 clusters Score -2.017344e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121502 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -20179394.000000 Penalty: 6026.557129
	Iteration 10F: 3 clusters Score -2.017939e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -20182190.000000 Penalty: 6026.557129
	Iteration 11Q: 3 clusters Score -2.018219e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -20183516.000000 Penalty: 6026.557129
	Iteration 12Q: 3 clusters Score -2.018352e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -20184194.000000 Penalty: 6026.557129
	Iteration 13Q: 3 clusters Score -2.018419e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -20184750.000000 Penalty: 6026.557129
	Iteration 14Q: 3 clusters Score -2.018475e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129131 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -20185356.000000 Penalty: 6026.557129
	Iteration 15Q: 3 clusters Score -2.018536e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130958 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -20185872.000000 Penalty: 6026.557129
	Iteration 16Q: 3 clusters Score -2.018587e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -20186542.000000 Penalty: 6026.557129
	Iteration 17Q: 3 clusters Score -2.018654e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134933 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -20187112.000000 Penalty: 6026.557129
	Iteration 18Q: 3 clusters Score -2.018711e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137102 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -20187896.000000 Penalty: 6026.557129
	Iteration 19Q: 3 clusters Score -2.01879e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139304 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -20188474.000000 Penalty: 6026.557129
	Iteration 20F: 3 clusters Score -2.018847e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -20189094.000000 Penalty: 6026.557129
	Iteration 21Q: 3 clusters Score -2.018909e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143910 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -20189776.000000 Penalty: 6026.557129
	Iteration 22Q: 3 clusters Score -2.018978e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -20190404.000000 Penalty: 6026.557129
	Iteration 23Q: 3 clusters Score -2.01904e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -20190946.000000 Penalty: 6026.557129
	Iteration 24Q: 3 clusters Score -2.019095e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -20191808.000000 Penalty: 6026.557129
	Iteration 25Q: 3 clusters Score -2.019181e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154203 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -20192632.000000 Penalty: 6026.557129
	Iteration 26Q: 3 clusters Score -2.019263e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157088 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -20193554.000000 Penalty: 6026.557129
	Iteration 27Q: 3 clusters Score -2.019355e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160009 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -20194692.000000 Penalty: 6026.557129
	Iteration 28Q: 3 clusters Score -2.019469e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -20195788.000000 Penalty: 6026.557129
	Iteration 29Q: 3 clusters Score -2.019579e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -20197002.000000 Penalty: 6026.557129
	Iteration 30Q: 3 clusters Score -2.0197e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -20198252.000000 Penalty: 6026.557129
	Iteration 31Q: 3 clusters Score -2.019825e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -20199418.000000 Penalty: 6026.557129
	Iteration 32Q: 3 clusters Score -2.019942e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174719 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -20200584.000000 Penalty: 6026.557129
	Iteration 33Q: 3 clusters Score -2.020058e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -20201576.000000 Penalty: 6026.557129
	Iteration 34Q: 3 clusters Score -2.020158e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -20202248.000000 Penalty: 6026.557129
	Iteration 35Q: 3 clusters Score -2.020225e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181033 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -20202976.000000 Penalty: 6026.557129
	Iteration 36Q: 3 clusters Score -2.020298e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -20203594.000000 Penalty: 6026.557129
	Iteration 37Q: 3 clusters Score -2.020359e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -20204108.000000 Penalty: 6026.557129
	Iteration 38Q: 3 clusters Score -2.020411e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -20204460.000000 Penalty: 6026.557129
	Iteration 39Q: 3 clusters Score -2.020446e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185460 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -20204830.000000 Penalty: 6026.557129
	Iteration 40F: 3 clusters Score -2.020483e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186035 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -20205060.000000 Penalty: 6026.557129
	Iteration 41Q: 3 clusters Score -2.020506e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186494 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20205248.000000 Penalty: 6026.557129
	Iteration 42Q: 3 clusters Score -2.020525e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186824 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -20205394.000000 Penalty: 6026.557129
	Iteration 43Q: 3 clusters Score -2.020539e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187064 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20205470.000000 Penalty: 6026.557129
	Iteration 44Q: 3 clusters Score -2.020547e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187255 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20205538.000000 Penalty: 6026.557129
	Iteration 45Q: 3 clusters Score -2.020554e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187428 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20205628.000000 Penalty: 6026.557129
	Iteration 46Q: 3 clusters Score -2.020563e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20205664.000000 Penalty: 6026.557129
	Iteration 47Q: 3 clusters Score -2.020566e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20205722.000000 Penalty: 6026.557129
	Iteration 48Q: 3 clusters Score -2.020572e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20205748.000000 Penalty: 6026.557129
	Iteration 49Q: 3 clusters Score -2.020575e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187794 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20205762.000000 Penalty: 6026.557129
	Iteration 50Q: 3 clusters Score -2.020576e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187839 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20205788.000000 Penalty: 6026.557129
	Iteration 51Q: 3 clusters Score -2.020579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187876 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20205758.000000 Penalty: 6026.557129
	Iteration 52Q: 3 clusters Score -2.020576e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187913 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 6026.557129
	Iteration 53Q: 3 clusters Score -2.02058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187952 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 6026.557129
	Iteration 54Q: 3 clusters Score -2.02058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20205800.000000 Penalty: 6026.557129
	Iteration 55Q: 3 clusters Score -2.02058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188015 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20205820.000000 Penalty: 6026.557129
	Iteration 56Q: 3 clusters Score -2.020582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -20205814.000000 Penalty: 6026.557129
	Iteration 57Q: 3 clusters Score -2.020581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20205832.000000 Penalty: 6026.557129
	Iteration 58Q: 3 clusters Score -2.020583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188071 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20205836.000000 Penalty: 6026.557129
	Iteration 59Q: 3 clusters Score -2.020584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188082 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20205846.000000 Penalty: 6026.557129
	Iteration 60F: 3 clusters Score -2.020585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188091 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20205872.000000 Penalty: 6026.557129
	Iteration 61Q: 3 clusters Score -2.020587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20205860.000000 Penalty: 6026.557129
	Iteration 62Q: 3 clusters Score -2.020586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188111 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20205864.000000 Penalty: 6026.557129
	Iteration 63Q: 3 clusters Score -2.020586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188117 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20205872.000000 Penalty: 6026.557129
	Iteration 64Q: 3 clusters Score -2.020587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188123 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20205880.000000 Penalty: 6026.557129
	Iteration 65Q: 3 clusters Score -2.020588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -20205896.000000 Penalty: 6026.557129
	Iteration 66Q: 3 clusters Score -2.02059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20205904.000000 Penalty: 6026.557129
	Iteration 67Q: 3 clusters Score -2.02059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188135 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20205900.000000 Penalty: 6026.557129
	Iteration 68Q: 3 clusters Score -2.02059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188137 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20205900.000000 Penalty: 6026.557129
	Iteration 69Q: 3 clusters Score -2.02059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188136 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20205908.000000 Penalty: 6026.557129
	Iteration 70Q: 3 clusters Score -2.020591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188136 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20205900.000000 Penalty: 6026.557129
	Iteration 71Q: 3 clusters Score -2.02059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20205904.000000 Penalty: 6026.557129
	Iteration 72Q: 3 clusters Score -2.02059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188145 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20205896.000000 Penalty: 6026.557129
	Iteration 73Q: 3 clusters Score -2.02059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20205898.000000 Penalty: 6026.557129
	Iteration 74Q: 3 clusters Score -2.02059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20205896.000000 Penalty: 6026.557129
	Iteration 75Q: 3 clusters Score -2.02059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20205892.000000 Penalty: 6026.557129
	Iteration 76Q: 3 clusters Score -2.020589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20205890.000000 Penalty: 6026.557129
	Iteration 77Q: 3 clusters Score -2.020589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188154 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20205880.000000 Penalty: 6026.557129
	Iteration 78Q: 3 clusters Score -2.020588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188156 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20205880.000000 Penalty: 6026.557129
	Iteration 79Q: 3 clusters Score -2.020588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188159 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20205892.000000 Penalty: 6026.557129
	Iteration 80F: 3 clusters Score -2.020589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188160 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20205896.000000 Penalty: 6026.557129
	Iteration 81Q: 3 clusters Score -2.02059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188161 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20205898.000000 Penalty: 6026.557129
	Iteration 82Q: 3 clusters Score -2.02059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20205902.000000 Penalty: 6026.557129
	Iteration 83Q: 3 clusters Score -2.02059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188171 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20205892.000000 Penalty: 6026.557129
	Iteration 84Q: 3 clusters Score -2.020589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188172 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20205898.000000 Penalty: 6026.557129
	Iteration 85Q: 3 clusters Score -2.02059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20205906.000000 Penalty: 6026.557129
	Iteration 86Q: 3 clusters Score -2.020591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20205906.000000 Penalty: 6026.557129
	Iteration 87F: 3 clusters Score -2.020591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -18345.326172 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -18345.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17161.917969 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -17161.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17223.396484 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -17223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Entering Unmasked Estep 
Score: -5423916.000000 Penalty: 2684.581543
	Iteration 0F: 2 clusters Score -5423916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5390053.500000 Penalty: 5369.163086
	Iteration 0F: 3 clusters Score -5390054 nChanged 23226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5403087.500000 Penalty: 5369.163086
	Iteration 1F: 3 clusters Score -5403088 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5404137.000000 Penalty: 5369.163086
	Iteration 2Q: 3 clusters Score -5404137 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5405764.000000 Penalty: 5369.163086
	Iteration 3F: 3 clusters Score -5405764 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -5408066.000000 Penalty: 5369.163086
	Iteration 4F: 3 clusters Score -5408066 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -5411147.000000 Penalty: 5369.163086
	Iteration 5F: 3 clusters Score -5411147 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5414762.000000 Penalty: 5369.163086
	Iteration 6F: 3 clusters Score -5414762 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5417932.000000 Penalty: 5369.163086
	Iteration 7F: 3 clusters Score -5417932 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5419757.500000 Penalty: 5369.163086
	Iteration 8Q: 3 clusters Score -5419758 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5420533.000000 Penalty: 5369.163086
	Iteration 9Q: 3 clusters Score -5420533 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5420939.500000 Penalty: 5369.163086
	Iteration 10Q: 3 clusters Score -5420940 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5421241.000000 Penalty: 5369.163086
	Iteration 11Q: 3 clusters Score -5421241 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5421448.000000 Penalty: 5369.163086
	Iteration 12Q: 3 clusters Score -5421448 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5421612.500000 Penalty: 5369.163086
	Iteration 13Q: 3 clusters Score -5421612 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5421787.500000 Penalty: 5369.163086
	Iteration 14Q: 3 clusters Score -5421788 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5421904.000000 Penalty: 5369.163086
	Iteration 15Q: 3 clusters Score -5421904 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5421967.000000 Penalty: 5369.163086
	Iteration 16Q: 3 clusters Score -5421967 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -5422019.500000 Penalty: 5369.163086
	Iteration 17Q: 3 clusters Score -5422020 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -5422074.500000 Penalty: 5369.163086
	Iteration 18Q: 3 clusters Score -5422074 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5422092.500000 Penalty: 5369.163086
	Iteration 19Q: 3 clusters Score -5422092 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -5422128.000000 Penalty: 5369.163086
	Iteration 20F: 3 clusters Score -5422128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -5422166.500000 Penalty: 5369.163086
	Iteration 21Q: 3 clusters Score -5422166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -5422200.000000 Penalty: 5369.163086
	Iteration 22Q: 3 clusters Score -5422200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5422213.000000 Penalty: 5369.163086
	Iteration 23Q: 3 clusters Score -5422213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5422222.500000 Penalty: 5369.163086
	Iteration 24Q: 3 clusters Score -5422222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -5422230.500000 Penalty: 5369.163086
	Iteration 25Q: 3 clusters Score -5422230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5422237.500000 Penalty: 5369.163086
	Iteration 26Q: 3 clusters Score -5422238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5422275.000000 Penalty: 5369.163086
	Iteration 27Q: 3 clusters Score -5422275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -5422282.500000 Penalty: 5369.163086
	Iteration 28Q: 3 clusters Score -5422282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5422304.000000 Penalty: 5369.163086
	Iteration 29Q: 3 clusters Score -5422304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -5422308.500000 Penalty: 5369.163086
	Iteration 30Q: 3 clusters Score -5422308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -5422334.000000 Penalty: 5369.163086
	Iteration 31Q: 3 clusters Score -5422334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -5422329.500000 Penalty: 5369.163086
	Iteration 32Q: 3 clusters Score -5422330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -5422342.000000 Penalty: 5369.163086
	Iteration 33Q: 3 clusters Score -5422342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -5422363.000000 Penalty: 5369.163086
	Iteration 34Q: 3 clusters Score -5422363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -5422382.500000 Penalty: 5369.163086
	Iteration 35Q: 3 clusters Score -5422382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -5422385.000000 Penalty: 5369.163086
	Iteration 36Q: 3 clusters Score -5422385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -5422392.500000 Penalty: 5369.163086
	Iteration 37Q: 3 clusters Score -5422392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -5422385.000000 Penalty: 5369.163086
	Iteration 38Q: 3 clusters Score -5422385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5422397.000000 Penalty: 5369.163086
	Iteration 39Q: 3 clusters Score -5422397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -5422389.000000 Penalty: 5369.163086
	Iteration 40F: 3 clusters Score -5422389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -5422407.500000 Penalty: 5369.163086
	Iteration 41Q: 3 clusters Score -5422408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -5422404.000000 Penalty: 5369.163086
	Iteration 42Q: 3 clusters Score -5422404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -5422411.500000 Penalty: 5369.163086
	Iteration 43Q: 3 clusters Score -5422412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5422411.500000 Penalty: 5369.163086
	Iteration 44Q: 3 clusters Score -5422412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5422401.500000 Penalty: 5369.163086
	Iteration 45Q: 3 clusters Score -5422402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5422409.500000 Penalty: 5369.163086
	Iteration 46Q: 3 clusters Score -5422410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -5422412.500000 Penalty: 5369.163086
	Iteration 47Q: 3 clusters Score -5422412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -5422410.500000 Penalty: 5369.163086
	Iteration 48Q: 3 clusters Score -5422410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -5422409.000000 Penalty: 5369.163086
	Iteration 49Q: 3 clusters Score -5422409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -5422412.000000 Penalty: 5369.163086
	Iteration 50Q: 3 clusters Score -5422412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -5422421.500000 Penalty: 5369.163086
	Iteration 51Q: 3 clusters Score -5422422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -5422410.500000 Penalty: 5369.163086
	Iteration 52Q: 3 clusters Score -5422410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -5422413.000000 Penalty: 5369.163086
	Iteration 53Q: 3 clusters Score -5422413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -5422408.000000 Penalty: 5369.163086
	Iteration 54Q: 3 clusters Score -5422408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -5422413.500000 Penalty: 5369.163086
	Iteration 55Q: 3 clusters Score -5422414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -5422411.500000 Penalty: 5369.163086
	Iteration 56Q: 3 clusters Score -5422412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5422413.000000 Penalty: 5369.163086
	Iteration 57Q: 3 clusters Score -5422413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5422416.500000 Penalty: 5369.163086
	Iteration 58Q: 3 clusters Score -5422416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5422416.500000 Penalty: 5369.163086
	Iteration 59F: 3 clusters Score -5422416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -2883946.000000 Penalty: 2544.716064
	Iteration 0F: 2 clusters Score -2883946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2864324.750000 Penalty: 5089.432129
	Iteration 0F: 3 clusters Score -2864325 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2871294.250000 Penalty: 5089.432129
	Iteration 1F: 3 clusters Score -2871294 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2871665.250000 Penalty: 5089.432129
	Iteration 2Q: 3 clusters Score -2871665 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2871993.250000 Penalty: 5089.432129
	Iteration 3Q: 3 clusters Score -2871993 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2872271.250000 Penalty: 5089.432129
	Iteration 4Q: 3 clusters Score -2872271 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2872525.250000 Penalty: 5089.432129
	Iteration 5Q: 3 clusters Score -2872525 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2872763.000000 Penalty: 5089.432129
	Iteration 6Q: 3 clusters Score -2872763 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2872984.000000 Penalty: 5089.432129
	Iteration 7Q: 3 clusters Score -2872984 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2873247.750000 Penalty: 5089.432129
	Iteration 8Q: 3 clusters Score -2873248 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2873521.500000 Penalty: 5089.432129
	Iteration 9Q: 3 clusters Score -2873522 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2873828.500000 Penalty: 5089.432129
	Iteration 10Q: 3 clusters Score -2873828 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2874256.000000 Penalty: 5089.432129
	Iteration 11Q: 3 clusters Score -2874256 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2874841.250000 Penalty: 5089.432129
	Iteration 12Q: 3 clusters Score -2874841 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2875613.750000 Penalty: 5089.432129
	Iteration 13Q: 3 clusters Score -2875614 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2876539.750000 Penalty: 5089.432129
	Iteration 14F: 3 clusters Score -2876540 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2877465.750000 Penalty: 5089.432129
	Iteration 15F: 3 clusters Score -2877466 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2878390.500000 Penalty: 5089.432129
	Iteration 16F: 3 clusters Score -2878390 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2879384.000000 Penalty: 5089.432129
	Iteration 17Q: 3 clusters Score -2879384 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -2880469.500000 Penalty: 5089.432129
	Iteration 18Q: 3 clusters Score -2880470 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -2881474.250000 Penalty: 5089.432129
	Iteration 19Q: 3 clusters Score -2881474 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2882109.750000 Penalty: 5089.432129
	Iteration 20F: 3 clusters Score -2882110 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2882410.500000 Penalty: 5089.432129
	Iteration 21Q: 3 clusters Score -2882410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2882512.500000 Penalty: 5089.432129
	Iteration 22Q: 3 clusters Score -2882512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -2882557.250000 Penalty: 5089.432129
	Iteration 23Q: 3 clusters Score -2882557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -2882595.750000 Penalty: 5089.432129
	Iteration 24Q: 3 clusters Score -2882596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2882616.250000 Penalty: 5089.432129
	Iteration 25Q: 3 clusters Score -2882616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -2882629.250000 Penalty: 5089.432129
	Iteration 26Q: 3 clusters Score -2882629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -2882640.500000 Penalty: 5089.432129
	Iteration 27Q: 3 clusters Score -2882640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -2882644.750000 Penalty: 5089.432129
	Iteration 28Q: 3 clusters Score -2882645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -2882650.000000 Penalty: 5089.432129
	Iteration 29Q: 3 clusters Score -2882650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -2882650.250000 Penalty: 5089.432129
	Iteration 30Q: 3 clusters Score -2882650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -2882649.750000 Penalty: 5089.432129
	Iteration 31Q: 3 clusters Score -2882650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -2882652.250000 Penalty: 5089.432129
	Iteration 32Q: 3 clusters Score -2882652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2882657.000000 Penalty: 5089.432129
	Iteration 33Q: 3 clusters Score -2882657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2882657.000000 Penalty: 5089.432129
	Iteration 34F: 3 clusters Score -2882657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -234666.906250 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -234666.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -231848.984375 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -231849 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232433.250000 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -232433.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232666.921875 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -232666.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -232888.437500 Penalty: 3836.341309
	Iteration 3F: 3 clusters Score -232888.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -233056.265625 Penalty: 3836.341309
	Iteration 4F: 3 clusters Score -233056.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -233223.593750 Penalty: 3836.341309
	Iteration 5F: 3 clusters Score -233223.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -233347.187500 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -233347.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -233481.984375 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -233482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -233655.078125 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -233655.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -233848.984375 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -233849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -234038.578125 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -234038.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -234200.343750 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -234200.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -234368.437500 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -234368.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -234441.578125 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -234441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -234467.453125 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -234467.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -234487.156250 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -234487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -234489.000000 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -234489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -234489.000000 Penalty: 3836.341309
	Iteration 17F: 3 clusters Score -234489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -26381.488281 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -26381.49 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 158 members 
Entering Unmasked Estep 
Score: -25120.107422 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -25120.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25261.886719 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -25261.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25286.759766 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -25286.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25318.167969 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -25318.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25345.501953 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -25345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25349.294922 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -25349.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25353.339844 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -25353.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25358.927734 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -25358.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25363.142578 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -25363.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25369.230469 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -25369.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25375.453125 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -25375.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25375.453125 Penalty: 2876.350098
	Iteration 11F: 3 clusters Score -25375.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Entering Unmasked Estep 
Score: -2991281.500000 Penalty: 2536.561035
	Iteration 0F: 2 clusters Score -2991282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2972134.000000 Penalty: 5073.122070
	Iteration 0F: 3 clusters Score -2972134 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2979079.250000 Penalty: 5073.122070
	Iteration 1F: 3 clusters Score -2979079 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2979730.000000 Penalty: 5073.122070
	Iteration 2F: 3 clusters Score -2979730 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2980519.250000 Penalty: 5073.122070
	Iteration 3F: 3 clusters Score -2980519 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2981731.500000 Penalty: 5073.122070
	Iteration 4F: 3 clusters Score -2981732 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2983519.750000 Penalty: 5073.122070
	Iteration 5F: 3 clusters Score -2983520 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2985595.750000 Penalty: 5073.122070
	Iteration 6F: 3 clusters Score -2985596 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2987191.250000 Penalty: 5073.122070
	Iteration 7F: 3 clusters Score -2987191 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2988234.750000 Penalty: 5073.122070
	Iteration 8Q: 3 clusters Score -2988235 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2988793.250000 Penalty: 5073.122070
	Iteration 9Q: 3 clusters Score -2988793 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2989094.500000 Penalty: 5073.122070
	Iteration 10Q: 3 clusters Score -2989094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2989242.750000 Penalty: 5073.122070
	Iteration 11Q: 3 clusters Score -2989243 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2989337.750000 Penalty: 5073.122070
	Iteration 12Q: 3 clusters Score -2989338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2989390.750000 Penalty: 5073.122070
	Iteration 13Q: 3 clusters Score -2989391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -2989435.000000 Penalty: 5073.122070
	Iteration 14Q: 3 clusters Score -2989435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2989462.500000 Penalty: 5073.122070
	Iteration 15Q: 3 clusters Score -2989462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2989483.000000 Penalty: 5073.122070
	Iteration 16Q: 3 clusters Score -2989483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2989497.500000 Penalty: 5073.122070
	Iteration 17Q: 3 clusters Score -2989498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -2989510.000000 Penalty: 5073.122070
	Iteration 18Q: 3 clusters Score -2989510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2989515.500000 Penalty: 5073.122070
	Iteration 19Q: 3 clusters Score -2989516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2989515.000000 Penalty: 5073.122070
	Iteration 20F: 3 clusters Score -2989515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2989519.750000 Penalty: 5073.122070
	Iteration 21Q: 3 clusters Score -2989520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2989527.500000 Penalty: 5073.122070
	Iteration 22Q: 3 clusters Score -2989528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2989529.000000 Penalty: 5073.122070
	Iteration 23Q: 3 clusters Score -2989529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2989531.750000 Penalty: 5073.122070
	Iteration 24Q: 3 clusters Score -2989532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2989540.500000 Penalty: 5073.122070
	Iteration 25Q: 3 clusters Score -2989540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -2989540.250000 Penalty: 5073.122070
	Iteration 26Q: 3 clusters Score -2989540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2989537.500000 Penalty: 5073.122070
	Iteration 27Q: 3 clusters Score -2989538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -2989539.250000 Penalty: 5073.122070
	Iteration 28Q: 3 clusters Score -2989539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2989540.750000 Penalty: 5073.122070
	Iteration 29Q: 3 clusters Score -2989541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2989546.000000 Penalty: 5073.122070
	Iteration 30Q: 3 clusters Score -2989546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -2989548.500000 Penalty: 5073.122070
	Iteration 31Q: 3 clusters Score -2989548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -2989549.500000 Penalty: 5073.122070
	Iteration 32Q: 3 clusters Score -2989550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -2989549.000000 Penalty: 5073.122070
	Iteration 33Q: 3 clusters Score -2989549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2989551.000000 Penalty: 5073.122070
	Iteration 34Q: 3 clusters Score -2989551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2989546.500000 Penalty: 5073.122070
	Iteration 35Q: 3 clusters Score -2989546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2989546.250000 Penalty: 5073.122070
	Iteration 36Q: 3 clusters Score -2989546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2989544.500000 Penalty: 5073.122070
	Iteration 37Q: 3 clusters Score -2989544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2989547.250000 Penalty: 5073.122070
	Iteration 38Q: 3 clusters Score -2989547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2989551.750000 Penalty: 5073.122070
	Iteration 39Q: 3 clusters Score -2989552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2989553.000000 Penalty: 5073.122070
	Iteration 40F: 3 clusters Score -2989553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2989552.500000 Penalty: 5073.122070
	Iteration 41Q: 3 clusters Score -2989552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2989559.250000 Penalty: 5073.122070
	Iteration 42Q: 3 clusters Score -2989559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2989559.000000 Penalty: 5073.122070
	Iteration 43Q: 3 clusters Score -2989559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2989559.000000 Penalty: 5073.122070
	Iteration 44Q: 3 clusters Score -2989559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2989560.500000 Penalty: 5073.122070
	Iteration 45Q: 3 clusters Score -2989560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -2989560.500000 Penalty: 5073.122070
	Iteration 46Q: 3 clusters Score -2989560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2989559.250000 Penalty: 5073.122070
	Iteration 47Q: 3 clusters Score -2989559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2989558.250000 Penalty: 5073.122070
	Iteration 48Q: 3 clusters Score -2989558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2989558.250000 Penalty: 5073.122070
	Iteration 49F: 3 clusters Score -2989558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43652.652344 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43652.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43824.082031 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43824.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43881.281250 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -43881.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43906.250000 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43906.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43944.601562 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43959.542969 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -43959.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43976.105469 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -43976.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43995.660156 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -43995.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44004.699219 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44010.679688 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44010.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44012.425781 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44012.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44012.425781 Penalty: 3066.314209
	Iteration 11F: 3 clusters Score -44012.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Entering Unmasked Estep 
Score: -6464878.500000 Penalty: 2736.916504
	Iteration 0F: 2 clusters Score -6464878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -6423211.000000 Penalty: 5473.833008
	Iteration 0F: 3 clusters Score -6423211 nChanged 28869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -6439008.000000 Penalty: 5473.833008
	Iteration 1F: 3 clusters Score -6439008 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -6439552.000000 Penalty: 5473.833008
	Iteration 2Q: 3 clusters Score -6439552 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -6440048.000000 Penalty: 5473.833008
	Iteration 3Q: 3 clusters Score -6440048 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -6440563.000000 Penalty: 5473.833008
	Iteration 4Q: 3 clusters Score -6440563 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6441102.500000 Penalty: 5473.833008
	Iteration 5Q: 3 clusters Score -6441102 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6441875.000000 Penalty: 5473.833008
	Iteration 6Q: 3 clusters Score -6441875 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -6443101.500000 Penalty: 5473.833008
	Iteration 7Q: 3 clusters Score -6443102 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -6445070.500000 Penalty: 5473.833008
	Iteration 8F: 3 clusters Score -6445070 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -6448241.000000 Penalty: 5473.833008
	Iteration 9F: 3 clusters Score -6448241 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -6452364.000000 Penalty: 5473.833008
	Iteration 10F: 3 clusters Score -6452364 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -6456361.000000 Penalty: 5473.833008
	Iteration 11F: 3 clusters Score -6456361 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6459236.000000 Penalty: 5473.833008
	Iteration 12Q: 3 clusters Score -6459236 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6460886.500000 Penalty: 5473.833008
	Iteration 13Q: 3 clusters Score -6460886 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6461685.500000 Penalty: 5473.833008
	Iteration 14Q: 3 clusters Score -6461686 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6462050.500000 Penalty: 5473.833008
	Iteration 15Q: 3 clusters Score -6462050 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6462262.000000 Penalty: 5473.833008
	Iteration 16Q: 3 clusters Score -6462262 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6462435.000000 Penalty: 5473.833008
	Iteration 17Q: 3 clusters Score -6462435 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -6462537.500000 Penalty: 5473.833008
	Iteration 18Q: 3 clusters Score -6462538 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6462582.500000 Penalty: 5473.833008
	Iteration 19Q: 3 clusters Score -6462582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6462621.500000 Penalty: 5473.833008
	Iteration 20F: 3 clusters Score -6462622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6462642.000000 Penalty: 5473.833008
	Iteration 21Q: 3 clusters Score -6462642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6462646.000000 Penalty: 5473.833008
	Iteration 22Q: 3 clusters Score -6462646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6462658.500000 Penalty: 5473.833008
	Iteration 23Q: 3 clusters Score -6462658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6462674.500000 Penalty: 5473.833008
	Iteration 24Q: 3 clusters Score -6462674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6462683.000000 Penalty: 5473.833008
	Iteration 25Q: 3 clusters Score -6462683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6462689.000000 Penalty: 5473.833008
	Iteration 26Q: 3 clusters Score -6462689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6462690.000000 Penalty: 5473.833008
	Iteration 27Q: 3 clusters Score -6462690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6462706.500000 Penalty: 5473.833008
	Iteration 28Q: 3 clusters Score -6462706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6462708.500000 Penalty: 5473.833008
	Iteration 29Q: 3 clusters Score -6462708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6462706.000000 Penalty: 5473.833008
	Iteration 30Q: 3 clusters Score -6462706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6462729.000000 Penalty: 5473.833008
	Iteration 31Q: 3 clusters Score -6462729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6462724.500000 Penalty: 5473.833008
	Iteration 32Q: 3 clusters Score -6462724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6462716.500000 Penalty: 5473.833008
	Iteration 33Q: 3 clusters Score -6462716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6462721.500000 Penalty: 5473.833008
	Iteration 34Q: 3 clusters Score -6462722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6462737.500000 Penalty: 5473.833008
	Iteration 35Q: 3 clusters Score -6462738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6462728.000000 Penalty: 5473.833008
	Iteration 36Q: 3 clusters Score -6462728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6462728.000000 Penalty: 5473.833008
	Iteration 37Q: 3 clusters Score -6462728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6462724.500000 Penalty: 5473.833008
	Iteration 38Q: 3 clusters Score -6462724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6462730.500000 Penalty: 5473.833008
	Iteration 39Q: 3 clusters Score -6462730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6462730.000000 Penalty: 5473.833008
	Iteration 40F: 3 clusters Score -6462730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6462736.000000 Penalty: 5473.833008
	Iteration 41Q: 3 clusters Score -6462736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6462738.000000 Penalty: 5473.833008
	Iteration 42Q: 3 clusters Score -6462738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6462733.500000 Penalty: 5473.833008
	Iteration 43Q: 3 clusters Score -6462734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6462736.000000 Penalty: 5473.833008
	Iteration 44Q: 3 clusters Score -6462736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -6462735.500000 Penalty: 5473.833008
	Iteration 45Q: 3 clusters Score -6462736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6462735.500000 Penalty: 5473.833008
	Iteration 46Q: 3 clusters Score -6462736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6462737.000000 Penalty: 5473.833008
	Iteration 47Q: 3 clusters Score -6462737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6462735.500000 Penalty: 5473.833008
	Iteration 48Q: 3 clusters Score -6462736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6462741.000000 Penalty: 5473.833008
	Iteration 49Q: 3 clusters Score -6462741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6462735.500000 Penalty: 5473.833008
	Iteration 50Q: 3 clusters Score -6462736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6462739.000000 Penalty: 5473.833008
	Iteration 51Q: 3 clusters Score -6462739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6462734.500000 Penalty: 5473.833008
	Iteration 52Q: 3 clusters Score -6462734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6462734.500000 Penalty: 5473.833008
	Iteration 53F: 3 clusters Score -6462734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (224460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224460 members 
Entering Unmasked Estep 
Score: -23845758.000000 Penalty: 3055.720459
	Iteration 0F: 2 clusters Score -2.384576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -23697014.000000 Penalty: 6111.440918
	Iteration 0F: 3 clusters Score -2.369701e+07 nChanged 108553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -23760604.000000 Penalty: 6111.440918
	Iteration 1F: 3 clusters Score -2.37606e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 115746 members 
Entering Unmasked Estep 
Score: -23761700.000000 Penalty: 6111.440918
	Iteration 2Q: 3 clusters Score -2.37617e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -23763016.000000 Penalty: 6111.440918
	Iteration 3Q: 3 clusters Score -2.376302e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -23764556.000000 Penalty: 6111.440918
	Iteration 4Q: 3 clusters Score -2.376456e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -23766758.000000 Penalty: 6111.440918
	Iteration 5Q: 3 clusters Score -2.376676e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -23770426.000000 Penalty: 6111.440918
	Iteration 6Q: 3 clusters Score -2.377043e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 143939 members 
Entering Unmasked Estep 
Score: -23776526.000000 Penalty: 6111.440918
	Iteration 7F: 3 clusters Score -2.377653e+07 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 158740 members 
Entering Unmasked Estep 
Score: -23786590.000000 Penalty: 6111.440918
	Iteration 8F: 3 clusters Score -2.378659e+07 nChanged 18137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 176715 members 
Entering Unmasked Estep 
Score: -23801036.000000 Penalty: 6111.440918
	Iteration 9F: 3 clusters Score -2.380104e+07 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 195016 members 
Entering Unmasked Estep 
Score: -23817246.000000 Penalty: 6111.440918
	Iteration 10F: 3 clusters Score -2.381725e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 209477 members 
Entering Unmasked Estep 
Score: -23830202.000000 Penalty: 6111.440918
	Iteration 11F: 3 clusters Score -2.38302e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 217867 members 
Entering Unmasked Estep 
Score: -23837778.000000 Penalty: 6111.440918
	Iteration 12Q: 3 clusters Score -2.383778e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 221694 members 
Entering Unmasked Estep 
Score: -23840960.000000 Penalty: 6111.440918
	Iteration 13Q: 3 clusters Score -2.384096e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 223050 members 
Entering Unmasked Estep 
Score: -23842132.000000 Penalty: 6111.440918
	Iteration 14Q: 3 clusters Score -2.384213e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 223501 members 
Entering Unmasked Estep 
Score: -23842626.000000 Penalty: 6111.440918
	Iteration 15Q: 3 clusters Score -2.384263e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -23842948.000000 Penalty: 6111.440918
	Iteration 16Q: 3 clusters Score -2.384295e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -23843096.000000 Penalty: 6111.440918
	Iteration 17Q: 3 clusters Score -2.38431e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 223748 members 
Entering Unmasked Estep 
Score: -23843174.000000 Penalty: 6111.440918
	Iteration 18Q: 3 clusters Score -2.384317e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 223772 members 
Entering Unmasked Estep 
Score: -23843222.000000 Penalty: 6111.440918
	Iteration 19Q: 3 clusters Score -2.384322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 223785 members 
Entering Unmasked Estep 
Score: -23843258.000000 Penalty: 6111.440918
	Iteration 20F: 3 clusters Score -2.384326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 223786 members 
Entering Unmasked Estep 
Score: -23843284.000000 Penalty: 6111.440918
	Iteration 21Q: 3 clusters Score -2.384328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 223792 members 
Entering Unmasked Estep 
Score: -23843326.000000 Penalty: 6111.440918
	Iteration 22Q: 3 clusters Score -2.384333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 223794 members 
Entering Unmasked Estep 
Score: -23843324.000000 Penalty: 6111.440918
	Iteration 23Q: 3 clusters Score -2.384332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 223799 members 
Entering Unmasked Estep 
Score: -23843350.000000 Penalty: 6111.440918
	Iteration 24Q: 3 clusters Score -2.384335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223804 members 
Entering Unmasked Estep 
Score: -23843348.000000 Penalty: 6111.440918
	Iteration 25Q: 3 clusters Score -2.384335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223804 members 
Entering Unmasked Estep 
Score: -23843368.000000 Penalty: 6111.440918
	Iteration 26Q: 3 clusters Score -2.384337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223804 members 
Entering Unmasked Estep 
Score: -23843348.000000 Penalty: 6111.440918
	Iteration 27Q: 3 clusters Score -2.384335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223804 members 
Entering Unmasked Estep 
Score: -23843370.000000 Penalty: 6111.440918
	Iteration 28Q: 3 clusters Score -2.384337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223804 members 
Entering Unmasked Estep 
Score: -23843360.000000 Penalty: 6111.440918
	Iteration 29Q: 3 clusters Score -2.384336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 223802 members 
Entering Unmasked Estep 
Score: -23843358.000000 Penalty: 6111.440918
	Iteration 30Q: 3 clusters Score -2.384336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 223800 members 
Entering Unmasked Estep 
Score: -23843372.000000 Penalty: 6111.440918
	Iteration 31Q: 3 clusters Score -2.384337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 223802 members 
Entering Unmasked Estep 
Score: -23843364.000000 Penalty: 6111.440918
	Iteration 32Q: 3 clusters Score -2.384336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 223804 members 
Entering Unmasked Estep 
Score: -23843378.000000 Penalty: 6111.440918
	Iteration 33Q: 3 clusters Score -2.384338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -23843368.000000 Penalty: 6111.440918
	Iteration 34Q: 3 clusters Score -2.384337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 223808 members 
Entering Unmasked Estep 
Score: -23843372.000000 Penalty: 6111.440918
	Iteration 35Q: 3 clusters Score -2.384337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 223808 members 
Entering Unmasked Estep 
Score: -23843368.000000 Penalty: 6111.440918
	Iteration 36Q: 3 clusters Score -2.384337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 223808 members 
Entering Unmasked Estep 
Score: -23843368.000000 Penalty: 6111.440918
	Iteration 37Q: 3 clusters Score -2.384337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -23843368.000000 Penalty: 6111.440918
	Iteration 38Q: 3 clusters Score -2.384337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -23843372.000000 Penalty: 6111.440918
	Iteration 39Q: 3 clusters Score -2.384337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 223807 members 
Entering Unmasked Estep 
Score: -23843382.000000 Penalty: 6111.440918
	Iteration 40F: 3 clusters Score -2.384338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -23843396.000000 Penalty: 6111.440918
	Iteration 41Q: 3 clusters Score -2.38434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 223807 members 
Entering Unmasked Estep 
Score: -23843390.000000 Penalty: 6111.440918
	Iteration 42Q: 3 clusters Score -2.384339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 223808 members 
Entering Unmasked Estep 
Score: -23843380.000000 Penalty: 6111.440918
	Iteration 43Q: 3 clusters Score -2.384338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 223807 members 
Entering Unmasked Estep 
Score: -23843392.000000 Penalty: 6111.440918
	Iteration 44Q: 3 clusters Score -2.384339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 223809 members 
Entering Unmasked Estep 
Score: -23843396.000000 Penalty: 6111.440918
	Iteration 45Q: 3 clusters Score -2.38434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 223809 members 
Entering Unmasked Estep 
Score: -23843396.000000 Penalty: 6111.440918
	Iteration 46F: 3 clusters Score -2.38434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Entering Unmasked Estep 
Score: -2769698.500000 Penalty: 2544.403564
	Iteration 0F: 2 clusters Score -2769698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2750023.250000 Penalty: 5088.807129
	Iteration 0F: 3 clusters Score -2750023 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2757202.500000 Penalty: 5088.807129
	Iteration 1F: 3 clusters Score -2757202 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2757806.250000 Penalty: 5088.807129
	Iteration 2F: 3 clusters Score -2757806 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2758406.750000 Penalty: 5088.807129
	Iteration 3Q: 3 clusters Score -2758407 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2759073.500000 Penalty: 5088.807129
	Iteration 4Q: 3 clusters Score -2759074 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2759769.750000 Penalty: 5088.807129
	Iteration 5Q: 3 clusters Score -2759770 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2760513.500000 Penalty: 5088.807129
	Iteration 6Q: 3 clusters Score -2760514 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2761275.750000 Penalty: 5088.807129
	Iteration 7Q: 3 clusters Score -2761276 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2762138.000000 Penalty: 5088.807129
	Iteration 8Q: 3 clusters Score -2762138 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2762978.250000 Penalty: 5088.807129
	Iteration 9Q: 3 clusters Score -2762978 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2763754.750000 Penalty: 5088.807129
	Iteration 10Q: 3 clusters Score -2763755 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2764342.000000 Penalty: 5088.807129
	Iteration 11Q: 3 clusters Score -2764342 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2764733.750000 Penalty: 5088.807129
	Iteration 12Q: 3 clusters Score -2764734 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2764959.000000 Penalty: 5088.807129
	Iteration 13Q: 3 clusters Score -2764959 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2765142.750000 Penalty: 5088.807129
	Iteration 14Q: 3 clusters Score -2765143 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2765253.250000 Penalty: 5088.807129
	Iteration 15Q: 3 clusters Score -2765253 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2765307.000000 Penalty: 5088.807129
	Iteration 16Q: 3 clusters Score -2765307 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2765367.750000 Penalty: 5088.807129
	Iteration 17Q: 3 clusters Score -2765368 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2765413.000000 Penalty: 5088.807129
	Iteration 18Q: 3 clusters Score -2765413 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2765451.500000 Penalty: 5088.807129
	Iteration 19Q: 3 clusters Score -2765452 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2765478.250000 Penalty: 5088.807129
	Iteration 20F: 3 clusters Score -2765478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2765519.750000 Penalty: 5088.807129
	Iteration 21Q: 3 clusters Score -2765520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2765542.250000 Penalty: 5088.807129
	Iteration 22Q: 3 clusters Score -2765542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2765560.500000 Penalty: 5088.807129
	Iteration 23Q: 3 clusters Score -2765560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2765571.500000 Penalty: 5088.807129
	Iteration 24Q: 3 clusters Score -2765572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2765598.750000 Penalty: 5088.807129
	Iteration 25Q: 3 clusters Score -2765599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2765606.250000 Penalty: 5088.807129
	Iteration 26Q: 3 clusters Score -2765606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2765616.250000 Penalty: 5088.807129
	Iteration 27Q: 3 clusters Score -2765616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2765636.000000 Penalty: 5088.807129
	Iteration 28Q: 3 clusters Score -2765636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2765659.000000 Penalty: 5088.807129
	Iteration 29Q: 3 clusters Score -2765659 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2765685.250000 Penalty: 5088.807129
	Iteration 30Q: 3 clusters Score -2765685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2765696.000000 Penalty: 5088.807129
	Iteration 31Q: 3 clusters Score -2765696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2765704.500000 Penalty: 5088.807129
	Iteration 32Q: 3 clusters Score -2765704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2765714.000000 Penalty: 5088.807129
	Iteration 33Q: 3 clusters Score -2765714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2765715.750000 Penalty: 5088.807129
	Iteration 34Q: 3 clusters Score -2765716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2765730.250000 Penalty: 5088.807129
	Iteration 35Q: 3 clusters Score -2765730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2765731.250000 Penalty: 5088.807129
	Iteration 36Q: 3 clusters Score -2765731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2765743.750000 Penalty: 5088.807129
	Iteration 37Q: 3 clusters Score -2765744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2765760.750000 Penalty: 5088.807129
	Iteration 38Q: 3 clusters Score -2765761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2765765.250000 Penalty: 5088.807129
	Iteration 39Q: 3 clusters Score -2765765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2765774.250000 Penalty: 5088.807129
	Iteration 40F: 3 clusters Score -2765774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2765776.750000 Penalty: 5088.807129
	Iteration 41Q: 3 clusters Score -2765777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2765791.500000 Penalty: 5088.807129
	Iteration 42Q: 3 clusters Score -2765792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2765794.750000 Penalty: 5088.807129
	Iteration 43Q: 3 clusters Score -2765795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2765793.000000 Penalty: 5088.807129
	Iteration 44Q: 3 clusters Score -2765793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2765798.500000 Penalty: 5088.807129
	Iteration 45Q: 3 clusters Score -2765798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2765809.750000 Penalty: 5088.807129
	Iteration 46Q: 3 clusters Score -2765810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2765812.500000 Penalty: 5088.807129
	Iteration 47Q: 3 clusters Score -2765812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2765829.000000 Penalty: 5088.807129
	Iteration 48Q: 3 clusters Score -2765829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2765838.500000 Penalty: 5088.807129
	Iteration 49Q: 3 clusters Score -2765838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2765845.000000 Penalty: 5088.807129
	Iteration 50Q: 3 clusters Score -2765845 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2765851.250000 Penalty: 5088.807129
	Iteration 51Q: 3 clusters Score -2765851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2765866.500000 Penalty: 5088.807129
	Iteration 52Q: 3 clusters Score -2765866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2765867.000000 Penalty: 5088.807129
	Iteration 53Q: 3 clusters Score -2765867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2765881.000000 Penalty: 5088.807129
	Iteration 54Q: 3 clusters Score -2765881 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2765889.250000 Penalty: 5088.807129
	Iteration 55Q: 3 clusters Score -2765889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2765892.000000 Penalty: 5088.807129
	Iteration 56Q: 3 clusters Score -2765892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2765905.500000 Penalty: 5088.807129
	Iteration 57Q: 3 clusters Score -2765906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2765912.250000 Penalty: 5088.807129
	Iteration 58Q: 3 clusters Score -2765912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2765923.750000 Penalty: 5088.807129
	Iteration 59Q: 3 clusters Score -2765924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2765935.750000 Penalty: 5088.807129
	Iteration 60F: 3 clusters Score -2765936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2765954.000000 Penalty: 5088.807129
	Iteration 61Q: 3 clusters Score -2765954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2765961.750000 Penalty: 5088.807129
	Iteration 62Q: 3 clusters Score -2765962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2765978.500000 Penalty: 5088.807129
	Iteration 63Q: 3 clusters Score -2765978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2765990.000000 Penalty: 5088.807129
	Iteration 64Q: 3 clusters Score -2765990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2766011.250000 Penalty: 5088.807129
	Iteration 65Q: 3 clusters Score -2766011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2766022.750000 Penalty: 5088.807129
	Iteration 66Q: 3 clusters Score -2766023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2766034.000000 Penalty: 5088.807129
	Iteration 67Q: 3 clusters Score -2766034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2766030.250000 Penalty: 5088.807129
	Iteration 68Q: 3 clusters Score -2766030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2766042.250000 Penalty: 5088.807129
	Iteration 69Q: 3 clusters Score -2766042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2766058.500000 Penalty: 5088.807129
	Iteration 70Q: 3 clusters Score -2766058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2766074.500000 Penalty: 5088.807129
	Iteration 71Q: 3 clusters Score -2766074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2766083.000000 Penalty: 5088.807129
	Iteration 72Q: 3 clusters Score -2766083 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2766104.500000 Penalty: 5088.807129
	Iteration 73Q: 3 clusters Score -2766104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2766110.250000 Penalty: 5088.807129
	Iteration 74Q: 3 clusters Score -2766110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2766131.750000 Penalty: 5088.807129
	Iteration 75Q: 3 clusters Score -2766132 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2766148.500000 Penalty: 5088.807129
	Iteration 76Q: 3 clusters Score -2766148 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2766170.750000 Penalty: 5088.807129
	Iteration 77Q: 3 clusters Score -2766171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2766184.250000 Penalty: 5088.807129
	Iteration 78Q: 3 clusters Score -2766184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2766212.500000 Penalty: 5088.807129
	Iteration 79Q: 3 clusters Score -2766212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2766222.750000 Penalty: 5088.807129
	Iteration 80F: 3 clusters Score -2766223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2766258.750000 Penalty: 5088.807129
	Iteration 81Q: 3 clusters Score -2766259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2766271.000000 Penalty: 5088.807129
	Iteration 82Q: 3 clusters Score -2766271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2766299.000000 Penalty: 5088.807129
	Iteration 83Q: 3 clusters Score -2766299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2766313.250000 Penalty: 5088.807129
	Iteration 84Q: 3 clusters Score -2766313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2766339.500000 Penalty: 5088.807129
	Iteration 85Q: 3 clusters Score -2766340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2766362.500000 Penalty: 5088.807129
	Iteration 86Q: 3 clusters Score -2766362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2766390.000000 Penalty: 5088.807129
	Iteration 87Q: 3 clusters Score -2766390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2766424.500000 Penalty: 5088.807129
	Iteration 88Q: 3 clusters Score -2766424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2766451.750000 Penalty: 5088.807129
	Iteration 89Q: 3 clusters Score -2766452 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2766487.750000 Penalty: 5088.807129
	Iteration 90Q: 3 clusters Score -2766488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2766524.500000 Penalty: 5088.807129
	Iteration 91Q: 3 clusters Score -2766524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2766571.500000 Penalty: 5088.807129
	Iteration 92Q: 3 clusters Score -2766572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2766636.750000 Penalty: 5088.807129
	Iteration 93Q: 3 clusters Score -2766637 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2766705.000000 Penalty: 5088.807129
	Iteration 94Q: 3 clusters Score -2766705 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2766763.750000 Penalty: 5088.807129
	Iteration 95Q: 3 clusters Score -2766764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2766826.000000 Penalty: 5088.807129
	Iteration 96Q: 3 clusters Score -2766826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2766896.000000 Penalty: 5088.807129
	Iteration 97Q: 3 clusters Score -2766896 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2766973.250000 Penalty: 5088.807129
	Iteration 98Q: 3 clusters Score -2766973 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2767015.750000 Penalty: 5088.807129
	Iteration 99Q: 3 clusters Score -2767016 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2767094.250000 Penalty: 5088.807129
	Iteration 100F: 3 clusters Score -2767094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2767143.500000 Penalty: 5088.807129
	Iteration 101Q: 3 clusters Score -2767144 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2767225.500000 Penalty: 5088.807129
	Iteration 102Q: 3 clusters Score -2767226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2767305.750000 Penalty: 5088.807129
	Iteration 103Q: 3 clusters Score -2767306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2767365.500000 Penalty: 5088.807129
	Iteration 104Q: 3 clusters Score -2767366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2767426.000000 Penalty: 5088.807129
	Iteration 105Q: 3 clusters Score -2767426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2767489.500000 Penalty: 5088.807129
	Iteration 106Q: 3 clusters Score -2767490 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2767569.250000 Penalty: 5088.807129
	Iteration 107Q: 3 clusters Score -2767569 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -2767624.000000 Penalty: 5088.807129
	Iteration 108Q: 3 clusters Score -2767624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2767649.500000 Penalty: 5088.807129
	Iteration 109Q: 3 clusters Score -2767650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2767691.500000 Penalty: 5088.807129
	Iteration 110Q: 3 clusters Score -2767692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -2767730.000000 Penalty: 5088.807129
	Iteration 111Q: 3 clusters Score -2767730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -2767761.250000 Penalty: 5088.807129
	Iteration 112Q: 3 clusters Score -2767761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -2767776.750000 Penalty: 5088.807129
	Iteration 113Q: 3 clusters Score -2767777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2767800.250000 Penalty: 5088.807129
	Iteration 114Q: 3 clusters Score -2767800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -2767816.250000 Penalty: 5088.807129
	Iteration 115Q: 3 clusters Score -2767816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -2767840.250000 Penalty: 5088.807129
	Iteration 116Q: 3 clusters Score -2767840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2767859.250000 Penalty: 5088.807129
	Iteration 117Q: 3 clusters Score -2767859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -2767884.750000 Penalty: 5088.807129
	Iteration 118Q: 3 clusters Score -2767885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -2767919.750000 Penalty: 5088.807129
	Iteration 119Q: 3 clusters Score -2767920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -2767950.750000 Penalty: 5088.807129
	Iteration 120F: 3 clusters Score -2767951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -2767962.000000 Penalty: 5088.807129
	Iteration 121Q: 3 clusters Score -2767962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2767981.000000 Penalty: 5088.807129
	Iteration 122Q: 3 clusters Score -2767981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -2767989.500000 Penalty: 5088.807129
	Iteration 123Q: 3 clusters Score -2767990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2768002.000000 Penalty: 5088.807129
	Iteration 124Q: 3 clusters Score -2768002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2768009.750000 Penalty: 5088.807129
	Iteration 125Q: 3 clusters Score -2768010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2768028.750000 Penalty: 5088.807129
	Iteration 126Q: 3 clusters Score -2768029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2768038.500000 Penalty: 5088.807129
	Iteration 127Q: 3 clusters Score -2768038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2768051.250000 Penalty: 5088.807129
	Iteration 128Q: 3 clusters Score -2768051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -2768055.000000 Penalty: 5088.807129
	Iteration 129Q: 3 clusters Score -2768055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2768066.750000 Penalty: 5088.807129
	Iteration 130Q: 3 clusters Score -2768067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -2768071.500000 Penalty: 5088.807129
	Iteration 131Q: 3 clusters Score -2768072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -2768072.750000 Penalty: 5088.807129
	Iteration 132Q: 3 clusters Score -2768073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2768073.000000 Penalty: 5088.807129
	Iteration 133Q: 3 clusters Score -2768073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2768081.000000 Penalty: 5088.807129
	Iteration 134Q: 3 clusters Score -2768081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -2768082.250000 Penalty: 5088.807129
	Iteration 135Q: 3 clusters Score -2768082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2768081.000000 Penalty: 5088.807129
	Iteration 136Q: 3 clusters Score -2768081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2768082.750000 Penalty: 5088.807129
	Iteration 137Q: 3 clusters Score -2768083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2768090.000000 Penalty: 5088.807129
	Iteration 138Q: 3 clusters Score -2768090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2768089.500000 Penalty: 5088.807129
	Iteration 139Q: 3 clusters Score -2768090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -2768087.500000 Penalty: 5088.807129
	Iteration 140F: 3 clusters Score -2768088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -2768091.750000 Penalty: 5088.807129
	Iteration 141Q: 3 clusters Score -2768092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -2768094.750000 Penalty: 5088.807129
	Iteration 142Q: 3 clusters Score -2768095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2768100.500000 Penalty: 5088.807129
	Iteration 143Q: 3 clusters Score -2768100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2768104.000000 Penalty: 5088.807129
	Iteration 144Q: 3 clusters Score -2768104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2768108.000000 Penalty: 5088.807129
	Iteration 145Q: 3 clusters Score -2768108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2768109.500000 Penalty: 5088.807129
	Iteration 146Q: 3 clusters Score -2768110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2768112.500000 Penalty: 5088.807129
	Iteration 147Q: 3 clusters Score -2768112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -2768115.000000 Penalty: 5088.807129
	Iteration 148Q: 3 clusters Score -2768115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2768110.750000 Penalty: 5088.807129
	Iteration 149Q: 3 clusters Score -2768111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -2768116.750000 Penalty: 5088.807129
	Iteration 150Q: 3 clusters Score -2768117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -2768118.250000 Penalty: 5088.807129
	Iteration 151Q: 3 clusters Score -2768118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -2768122.250000 Penalty: 5088.807129
	Iteration 152Q: 3 clusters Score -2768122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2768120.000000 Penalty: 5088.807129
	Iteration 153Q: 3 clusters Score -2768120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2768132.500000 Penalty: 5088.807129
	Iteration 154Q: 3 clusters Score -2768132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2768136.500000 Penalty: 5088.807129
	Iteration 155Q: 3 clusters Score -2768136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -2768140.500000 Penalty: 5088.807129
	Iteration 156Q: 3 clusters Score -2768140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2768146.500000 Penalty: 5088.807129
	Iteration 157Q: 3 clusters Score -2768146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -2768149.000000 Penalty: 5088.807129
	Iteration 158Q: 3 clusters Score -2768149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2768153.000000 Penalty: 5088.807129
	Iteration 159Q: 3 clusters Score -2768153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2768154.000000 Penalty: 5088.807129
	Iteration 160F: 3 clusters Score -2768154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -2768159.000000 Penalty: 5088.807129
	Iteration 161Q: 3 clusters Score -2768159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2768159.000000 Penalty: 5088.807129
	Iteration 162Q: 3 clusters Score -2768159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2768159.000000 Penalty: 5088.807129
	Iteration 163F: 3 clusters Score -2768159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Entering Unmasked Estep 
Score: -1161237.250000 Penalty: 2313.154053
	Iteration 0F: 2 clusters Score -1161237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1152792.500000 Penalty: 4626.308105
	Iteration 0F: 3 clusters Score -1152792 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1155269.000000 Penalty: 4626.308105
	Iteration 1F: 3 clusters Score -1155269 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1155573.500000 Penalty: 4626.308105
	Iteration 2F: 3 clusters Score -1155574 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1155823.625000 Penalty: 4626.308105
	Iteration 3Q: 3 clusters Score -1155824 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1156026.500000 Penalty: 4626.308105
	Iteration 4Q: 3 clusters Score -1156026 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1156201.875000 Penalty: 4626.308105
	Iteration 5Q: 3 clusters Score -1156202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1156339.750000 Penalty: 4626.308105
	Iteration 6Q: 3 clusters Score -1156340 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1156471.750000 Penalty: 4626.308105
	Iteration 7Q: 3 clusters Score -1156472 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1156586.375000 Penalty: 4626.308105
	Iteration 8Q: 3 clusters Score -1156586 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1156687.500000 Penalty: 4626.308105
	Iteration 9Q: 3 clusters Score -1156688 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1156783.000000 Penalty: 4626.308105
	Iteration 10Q: 3 clusters Score -1156783 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1156879.000000 Penalty: 4626.308105
	Iteration 11Q: 3 clusters Score -1156879 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1156985.250000 Penalty: 4626.308105
	Iteration 12Q: 3 clusters Score -1156985 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1157067.375000 Penalty: 4626.308105
	Iteration 13Q: 3 clusters Score -1157067 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1157151.000000 Penalty: 4626.308105
	Iteration 14Q: 3 clusters Score -1157151 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1157239.000000 Penalty: 4626.308105
	Iteration 15Q: 3 clusters Score -1157239 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1157312.750000 Penalty: 4626.308105
	Iteration 16Q: 3 clusters Score -1157313 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1157371.750000 Penalty: 4626.308105
	Iteration 17Q: 3 clusters Score -1157372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1157416.625000 Penalty: 4626.308105
	Iteration 18Q: 3 clusters Score -1157417 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1157465.750000 Penalty: 4626.308105
	Iteration 19Q: 3 clusters Score -1157466 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1157506.375000 Penalty: 4626.308105
	Iteration 20F: 3 clusters Score -1157506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1157548.125000 Penalty: 4626.308105
	Iteration 21Q: 3 clusters Score -1157548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1157582.625000 Penalty: 4626.308105
	Iteration 22Q: 3 clusters Score -1157583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1157622.250000 Penalty: 4626.308105
	Iteration 23Q: 3 clusters Score -1157622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1157655.125000 Penalty: 4626.308105
	Iteration 24Q: 3 clusters Score -1157655 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1157688.750000 Penalty: 4626.308105
	Iteration 25Q: 3 clusters Score -1157689 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1157718.375000 Penalty: 4626.308105
	Iteration 26Q: 3 clusters Score -1157718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1157745.250000 Penalty: 4626.308105
	Iteration 27Q: 3 clusters Score -1157745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1157767.250000 Penalty: 4626.308105
	Iteration 28Q: 3 clusters Score -1157767 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1157794.500000 Penalty: 4626.308105
	Iteration 29Q: 3 clusters Score -1157794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1157824.625000 Penalty: 4626.308105
	Iteration 30Q: 3 clusters Score -1157825 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1157859.250000 Penalty: 4626.308105
	Iteration 31Q: 3 clusters Score -1157859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1157890.750000 Penalty: 4626.308105
	Iteration 32Q: 3 clusters Score -1157891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1157919.500000 Penalty: 4626.308105
	Iteration 33Q: 3 clusters Score -1157920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1157954.000000 Penalty: 4626.308105
	Iteration 34Q: 3 clusters Score -1157954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1157987.375000 Penalty: 4626.308105
	Iteration 35Q: 3 clusters Score -1157987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1158018.750000 Penalty: 4626.308105
	Iteration 36Q: 3 clusters Score -1158019 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1158047.750000 Penalty: 4626.308105
	Iteration 37Q: 3 clusters Score -1158048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1158084.875000 Penalty: 4626.308105
	Iteration 38Q: 3 clusters Score -1158085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1158123.500000 Penalty: 4626.308105
	Iteration 39Q: 3 clusters Score -1158124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1158166.250000 Penalty: 4626.308105
	Iteration 40F: 3 clusters Score -1158166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1158198.250000 Penalty: 4626.308105
	Iteration 41Q: 3 clusters Score -1158198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1158236.625000 Penalty: 4626.308105
	Iteration 42Q: 3 clusters Score -1158237 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1158279.000000 Penalty: 4626.308105
	Iteration 43Q: 3 clusters Score -1158279 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1158323.875000 Penalty: 4626.308105
	Iteration 44Q: 3 clusters Score -1158324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1158374.500000 Penalty: 4626.308105
	Iteration 45Q: 3 clusters Score -1158374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1158418.500000 Penalty: 4626.308105
	Iteration 46Q: 3 clusters Score -1158418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1158452.500000 Penalty: 4626.308105
	Iteration 47Q: 3 clusters Score -1158452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1158483.125000 Penalty: 4626.308105
	Iteration 48Q: 3 clusters Score -1158483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1158515.625000 Penalty: 4626.308105
	Iteration 49Q: 3 clusters Score -1158516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1158544.000000 Penalty: 4626.308105
	Iteration 50Q: 3 clusters Score -1158544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1158561.875000 Penalty: 4626.308105
	Iteration 51Q: 3 clusters Score -1158562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1158579.250000 Penalty: 4626.308105
	Iteration 52Q: 3 clusters Score -1158579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1158593.500000 Penalty: 4626.308105
	Iteration 53Q: 3 clusters Score -1158594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1158604.750000 Penalty: 4626.308105
	Iteration 54Q: 3 clusters Score -1158605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1158612.875000 Penalty: 4626.308105
	Iteration 55Q: 3 clusters Score -1158613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1158619.500000 Penalty: 4626.308105
	Iteration 56Q: 3 clusters Score -1158620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1158630.875000 Penalty: 4626.308105
	Iteration 57Q: 3 clusters Score -1158631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1158641.000000 Penalty: 4626.308105
	Iteration 58Q: 3 clusters Score -1158641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1158651.125000 Penalty: 4626.308105
	Iteration 59Q: 3 clusters Score -1158651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1158653.625000 Penalty: 4626.308105
	Iteration 60F: 3 clusters Score -1158654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1158661.000000 Penalty: 4626.308105
	Iteration 61Q: 3 clusters Score -1158661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1158667.000000 Penalty: 4626.308105
	Iteration 62Q: 3 clusters Score -1158667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1158675.125000 Penalty: 4626.308105
	Iteration 63Q: 3 clusters Score -1158675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1158684.500000 Penalty: 4626.308105
	Iteration 64Q: 3 clusters Score -1158684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1158693.125000 Penalty: 4626.308105
	Iteration 65Q: 3 clusters Score -1158693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1158698.250000 Penalty: 4626.308105
	Iteration 66Q: 3 clusters Score -1158698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1158707.500000 Penalty: 4626.308105
	Iteration 67Q: 3 clusters Score -1158708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1158717.375000 Penalty: 4626.308105
	Iteration 68Q: 3 clusters Score -1158717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1158731.250000 Penalty: 4626.308105
	Iteration 69Q: 3 clusters Score -1158731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1158734.500000 Penalty: 4626.308105
	Iteration 70Q: 3 clusters Score -1158734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1158742.500000 Penalty: 4626.308105
	Iteration 71Q: 3 clusters Score -1158742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1158752.375000 Penalty: 4626.308105
	Iteration 72Q: 3 clusters Score -1158752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1158757.500000 Penalty: 4626.308105
	Iteration 73Q: 3 clusters Score -1158758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1158769.000000 Penalty: 4626.308105
	Iteration 74Q: 3 clusters Score -1158769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1158772.000000 Penalty: 4626.308105
	Iteration 75Q: 3 clusters Score -1158772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1158777.125000 Penalty: 4626.308105
	Iteration 76Q: 3 clusters Score -1158777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1158785.875000 Penalty: 4626.308105
	Iteration 77Q: 3 clusters Score -1158786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1158790.125000 Penalty: 4626.308105
	Iteration 78Q: 3 clusters Score -1158790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1158796.750000 Penalty: 4626.308105
	Iteration 79Q: 3 clusters Score -1158797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1158802.750000 Penalty: 4626.308105
	Iteration 80F: 3 clusters Score -1158803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1158807.875000 Penalty: 4626.308105
	Iteration 81Q: 3 clusters Score -1158808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1158813.500000 Penalty: 4626.308105
	Iteration 82Q: 3 clusters Score -1158814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1158819.375000 Penalty: 4626.308105
	Iteration 83Q: 3 clusters Score -1158819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1158820.875000 Penalty: 4626.308105
	Iteration 84Q: 3 clusters Score -1158821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1158821.375000 Penalty: 4626.308105
	Iteration 85Q: 3 clusters Score -1158821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1158823.000000 Penalty: 4626.308105
	Iteration 86Q: 3 clusters Score -1158823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1158823.500000 Penalty: 4626.308105
	Iteration 87Q: 3 clusters Score -1158824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1158826.250000 Penalty: 4626.308105
	Iteration 88Q: 3 clusters Score -1158826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1158831.500000 Penalty: 4626.308105
	Iteration 89Q: 3 clusters Score -1158832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1158834.250000 Penalty: 4626.308105
	Iteration 90Q: 3 clusters Score -1158834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1158839.500000 Penalty: 4626.308105
	Iteration 91Q: 3 clusters Score -1158840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1158841.250000 Penalty: 4626.308105
	Iteration 92Q: 3 clusters Score -1158841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1158844.375000 Penalty: 4626.308105
	Iteration 93Q: 3 clusters Score -1158844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1158851.625000 Penalty: 4626.308105
	Iteration 94Q: 3 clusters Score -1158852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1158860.500000 Penalty: 4626.308105
	Iteration 95Q: 3 clusters Score -1158860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1158865.250000 Penalty: 4626.308105
	Iteration 96Q: 3 clusters Score -1158865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1158864.750000 Penalty: 4626.308105
	Iteration 97Q: 3 clusters Score -1158865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1158868.250000 Penalty: 4626.308105
	Iteration 98Q: 3 clusters Score -1158868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1158869.250000 Penalty: 4626.308105
	Iteration 99Q: 3 clusters Score -1158869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1158875.000000 Penalty: 4626.308105
	Iteration 100F: 3 clusters Score -1158875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1158879.875000 Penalty: 4626.308105
	Iteration 101Q: 3 clusters Score -1158880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1158882.875000 Penalty: 4626.308105
	Iteration 102Q: 3 clusters Score -1158883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1158887.000000 Penalty: 4626.308105
	Iteration 103Q: 3 clusters Score -1158887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1158891.250000 Penalty: 4626.308105
	Iteration 104Q: 3 clusters Score -1158891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1158892.500000 Penalty: 4626.308105
	Iteration 105Q: 3 clusters Score -1158892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1158896.250000 Penalty: 4626.308105
	Iteration 106Q: 3 clusters Score -1158896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1158897.500000 Penalty: 4626.308105
	Iteration 107Q: 3 clusters Score -1158898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1158899.250000 Penalty: 4626.308105
	Iteration 108Q: 3 clusters Score -1158899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1158904.000000 Penalty: 4626.308105
	Iteration 109Q: 3 clusters Score -1158904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1158908.750000 Penalty: 4626.308105
	Iteration 110Q: 3 clusters Score -1158909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1158908.875000 Penalty: 4626.308105
	Iteration 111Q: 3 clusters Score -1158909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1158913.750000 Penalty: 4626.308105
	Iteration 112Q: 3 clusters Score -1158914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1158920.250000 Penalty: 4626.308105
	Iteration 113Q: 3 clusters Score -1158920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1158922.125000 Penalty: 4626.308105
	Iteration 114Q: 3 clusters Score -1158922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1158921.625000 Penalty: 4626.308105
	Iteration 115Q: 3 clusters Score -1158922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1158927.625000 Penalty: 4626.308105
	Iteration 116Q: 3 clusters Score -1158928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1158930.875000 Penalty: 4626.308105
	Iteration 117Q: 3 clusters Score -1158931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1158938.000000 Penalty: 4626.308105
	Iteration 118Q: 3 clusters Score -1158938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1158939.250000 Penalty: 4626.308105
	Iteration 119Q: 3 clusters Score -1158939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1158947.125000 Penalty: 4626.308105
	Iteration 120F: 3 clusters Score -1158947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1158949.125000 Penalty: 4626.308105
	Iteration 121Q: 3 clusters Score -1158949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1158951.625000 Penalty: 4626.308105
	Iteration 122Q: 3 clusters Score -1158952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1158957.125000 Penalty: 4626.308105
	Iteration 123Q: 3 clusters Score -1158957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1158959.000000 Penalty: 4626.308105
	Iteration 124Q: 3 clusters Score -1158959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1158958.250000 Penalty: 4626.308105
	Iteration 125Q: 3 clusters Score -1158958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1158959.625000 Penalty: 4626.308105
	Iteration 126Q: 3 clusters Score -1158960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1158961.625000 Penalty: 4626.308105
	Iteration 127Q: 3 clusters Score -1158962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1158962.750000 Penalty: 4626.308105
	Iteration 128Q: 3 clusters Score -1158963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1158962.875000 Penalty: 4626.308105
	Iteration 129Q: 3 clusters Score -1158963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1158964.000000 Penalty: 4626.308105
	Iteration 130Q: 3 clusters Score -1158964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1158964.000000 Penalty: 4626.308105
	Iteration 131F: 3 clusters Score -1158964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -263360.281250 Penalty: 1985.496460
	Iteration 0F: 2 clusters Score -263360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -260118.484375 Penalty: 3970.992920
	Iteration 0F: 3 clusters Score -260118.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -260828.406250 Penalty: 3970.992920
	Iteration 1F: 3 clusters Score -260828.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -261021.937500 Penalty: 3970.992920
	Iteration 2F: 3 clusters Score -261021.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -261144.218750 Penalty: 3970.992920
	Iteration 3F: 3 clusters Score -261144.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261215.843750 Penalty: 3970.992920
	Iteration 4Q: 3 clusters Score -261215.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -261261.140625 Penalty: 3970.992920
	Iteration 5Q: 3 clusters Score -261261.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -261300.562500 Penalty: 3970.992920
	Iteration 6Q: 3 clusters Score -261300.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -261334.390625 Penalty: 3970.992920
	Iteration 7Q: 3 clusters Score -261334.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -261364.390625 Penalty: 3970.992920
	Iteration 8Q: 3 clusters Score -261364.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -261396.984375 Penalty: 3970.992920
	Iteration 9Q: 3 clusters Score -261397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -261431.156250 Penalty: 3970.992920
	Iteration 10Q: 3 clusters Score -261431.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -261452.531250 Penalty: 3970.992920
	Iteration 11Q: 3 clusters Score -261452.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -261470.062500 Penalty: 3970.992920
	Iteration 12Q: 3 clusters Score -261470.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -261483.062500 Penalty: 3970.992920
	Iteration 13Q: 3 clusters Score -261483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -261497.250000 Penalty: 3970.992920
	Iteration 14Q: 3 clusters Score -261497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -261508.437500 Penalty: 3970.992920
	Iteration 15Q: 3 clusters Score -261508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -261513.609375 Penalty: 3970.992920
	Iteration 16Q: 3 clusters Score -261513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -261521.593750 Penalty: 3970.992920
	Iteration 17Q: 3 clusters Score -261521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -261527.859375 Penalty: 3970.992920
	Iteration 18Q: 3 clusters Score -261527.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -261537.531250 Penalty: 3970.992920
	Iteration 19Q: 3 clusters Score -261537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -261542.921875 Penalty: 3970.992920
	Iteration 20F: 3 clusters Score -261542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -261544.984375 Penalty: 3970.992920
	Iteration 21Q: 3 clusters Score -261545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -261548.546875 Penalty: 3970.992920
	Iteration 22Q: 3 clusters Score -261548.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -261552.562500 Penalty: 3970.992920
	Iteration 23Q: 3 clusters Score -261552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -261557.281250 Penalty: 3970.992920
	Iteration 24Q: 3 clusters Score -261557.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -261560.843750 Penalty: 3970.992920
	Iteration 25Q: 3 clusters Score -261560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -261565.828125 Penalty: 3970.992920
	Iteration 26Q: 3 clusters Score -261565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -261572.000000 Penalty: 3970.992920
	Iteration 27Q: 3 clusters Score -261572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -261580.656250 Penalty: 3970.992920
	Iteration 28Q: 3 clusters Score -261580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -261584.406250 Penalty: 3970.992920
	Iteration 29Q: 3 clusters Score -261584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -261589.562500 Penalty: 3970.992920
	Iteration 30Q: 3 clusters Score -261589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -261600.265625 Penalty: 3970.992920
	Iteration 31Q: 3 clusters Score -261600.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -261613.796875 Penalty: 3970.992920
	Iteration 32Q: 3 clusters Score -261613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -261630.296875 Penalty: 3970.992920
	Iteration 33Q: 3 clusters Score -261630.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -261641.359375 Penalty: 3970.992920
	Iteration 34Q: 3 clusters Score -261641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -261655.062500 Penalty: 3970.992920
	Iteration 35Q: 3 clusters Score -261655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -261662.250000 Penalty: 3970.992920
	Iteration 36Q: 3 clusters Score -261662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -261671.296875 Penalty: 3970.992920
	Iteration 37Q: 3 clusters Score -261671.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -261679.203125 Penalty: 3970.992920
	Iteration 38Q: 3 clusters Score -261679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -261684.031250 Penalty: 3970.992920
	Iteration 39Q: 3 clusters Score -261684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -261689.921875 Penalty: 3970.992920
	Iteration 40F: 3 clusters Score -261689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -261696.765625 Penalty: 3970.992920
	Iteration 41Q: 3 clusters Score -261696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -261701.656250 Penalty: 3970.992920
	Iteration 42Q: 3 clusters Score -261701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -261705.609375 Penalty: 3970.992920
	Iteration 43Q: 3 clusters Score -261705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -261707.796875 Penalty: 3970.992920
	Iteration 44Q: 3 clusters Score -261707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -261711.265625 Penalty: 3970.992920
	Iteration 45Q: 3 clusters Score -261711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -261714.343750 Penalty: 3970.992920
	Iteration 46Q: 3 clusters Score -261714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -261718.281250 Penalty: 3970.992920
	Iteration 47Q: 3 clusters Score -261718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -261723.328125 Penalty: 3970.992920
	Iteration 48Q: 3 clusters Score -261723.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -261728.812500 Penalty: 3970.992920
	Iteration 49Q: 3 clusters Score -261728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -261734.671875 Penalty: 3970.992920
	Iteration 50Q: 3 clusters Score -261734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -261741.671875 Penalty: 3970.992920
	Iteration 51Q: 3 clusters Score -261741.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -261749.687500 Penalty: 3970.992920
	Iteration 52Q: 3 clusters Score -261749.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -261764.046875 Penalty: 3970.992920
	Iteration 53Q: 3 clusters Score -261764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -261776.937500 Penalty: 3970.992920
	Iteration 54Q: 3 clusters Score -261776.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -261786.906250 Penalty: 3970.992920
	Iteration 55Q: 3 clusters Score -261786.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -261796.546875 Penalty: 3970.992920
	Iteration 56Q: 3 clusters Score -261796.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -261803.921875 Penalty: 3970.992920
	Iteration 57Q: 3 clusters Score -261803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -261808.843750 Penalty: 3970.992920
	Iteration 58Q: 3 clusters Score -261808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -261815.031250 Penalty: 3970.992920
	Iteration 59Q: 3 clusters Score -261815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -261820.109375 Penalty: 3970.992920
	Iteration 60F: 3 clusters Score -261820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -261821.406250 Penalty: 3970.992920
	Iteration 61Q: 3 clusters Score -261821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -261823.250000 Penalty: 3970.992920
	Iteration 62Q: 3 clusters Score -261823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -261828.109375 Penalty: 3970.992920
	Iteration 63Q: 3 clusters Score -261828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -261837.218750 Penalty: 3970.992920
	Iteration 64Q: 3 clusters Score -261837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -261844.546875 Penalty: 3970.992920
	Iteration 65Q: 3 clusters Score -261844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -261848.390625 Penalty: 3970.992920
	Iteration 66Q: 3 clusters Score -261848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -261850.562500 Penalty: 3970.992920
	Iteration 67Q: 3 clusters Score -261850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -261851.593750 Penalty: 3970.992920
	Iteration 68Q: 3 clusters Score -261851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -261853.078125 Penalty: 3970.992920
	Iteration 69Q: 3 clusters Score -261853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -261853.453125 Penalty: 3970.992920
	Iteration 70Q: 3 clusters Score -261853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -261854.390625 Penalty: 3970.992920
	Iteration 71Q: 3 clusters Score -261854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -261854.390625 Penalty: 3970.992920
	Iteration 72F: 3 clusters Score -261854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (332818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332818 members 
Entering Unmasked Estep 
Score: -35394408.000000 Penalty: 3153.406982
	Iteration 0F: 2 clusters Score -3.539441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166457 members 
Mstep: Class 2 contains 166361 members 
Entering Unmasked Estep 
Score: -35177552.000000 Penalty: 6306.813965
	Iteration 0F: 3 clusters Score -3.517755e+07 nChanged 161441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -35273552.000000 Penalty: 6306.813965
	Iteration 1F: 3 clusters Score -3.527355e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -35274980.000000 Penalty: 6306.813965
	Iteration 2Q: 3 clusters Score -3.527498e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169851 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -35276600.000000 Penalty: 6306.813965
	Iteration 3Q: 3 clusters Score -3.52766e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172264 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -35278700.000000 Penalty: 6306.813965
	Iteration 4Q: 3 clusters Score -3.52787e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -35282884.000000 Penalty: 6306.813965
	Iteration 5Q: 3 clusters Score -3.528288e+07 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181869 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -35289652.000000 Penalty: 6306.813965
	Iteration 6Q: 3 clusters Score -3.528965e+07 nChanged 17869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190360 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -35300452.000000 Penalty: 6306.813965
	Iteration 7F: 3 clusters Score -3.530045e+07 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201316 members 
Mstep: Class 2 contains 131502 members 
Entering Unmasked Estep 
Score: -35317000.000000 Penalty: 6306.813965
	Iteration 8F: 3 clusters Score -3.5317e+07 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212211 members 
Mstep: Class 2 contains 120607 members 
Entering Unmasked Estep 
Score: -35336628.000000 Penalty: 6306.813965
	Iteration 9F: 3 clusters Score -3.533663e+07 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -35350404.000000 Penalty: 6306.813965
	Iteration 10F: 3 clusters Score -3.53504e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227039 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -35355908.000000 Penalty: 6306.813965
	Iteration 11Q: 3 clusters Score -3.535591e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233089 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -35358804.000000 Penalty: 6306.813965
	Iteration 12Q: 3 clusters Score -3.53588e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239121 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -35361028.000000 Penalty: 6306.813965
	Iteration 13Q: 3 clusters Score -3.536103e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245082 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -35363152.000000 Penalty: 6306.813965
	Iteration 14Q: 3 clusters Score -3.536315e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250937 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -35365104.000000 Penalty: 6306.813965
	Iteration 15Q: 3 clusters Score -3.53651e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256674 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -35367420.000000 Penalty: 6306.813965
	Iteration 16Q: 3 clusters Score -3.536742e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262387 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -35369712.000000 Penalty: 6306.813965
	Iteration 17Q: 3 clusters Score -3.536971e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267979 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -35371476.000000 Penalty: 6306.813965
	Iteration 18Q: 3 clusters Score -3.537148e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273332 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -35373192.000000 Penalty: 6306.813965
	Iteration 19Q: 3 clusters Score -3.537319e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278450 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -35374860.000000 Penalty: 6306.813965
	Iteration 20F: 3 clusters Score -3.537486e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283300 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -35376572.000000 Penalty: 6306.813965
	Iteration 21Q: 3 clusters Score -3.537657e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287974 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -35378308.000000 Penalty: 6306.813965
	Iteration 22Q: 3 clusters Score -3.537831e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292536 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -35380148.000000 Penalty: 6306.813965
	Iteration 23Q: 3 clusters Score -3.538015e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296921 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -35381512.000000 Penalty: 6306.813965
	Iteration 24Q: 3 clusters Score -3.538151e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301227 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -35383136.000000 Penalty: 6306.813965
	Iteration 25Q: 3 clusters Score -3.538314e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305226 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -35384588.000000 Penalty: 6306.813965
	Iteration 26Q: 3 clusters Score -3.538459e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308807 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -35385816.000000 Penalty: 6306.813965
	Iteration 27Q: 3 clusters Score -3.538582e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312080 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -35387108.000000 Penalty: 6306.813965
	Iteration 28Q: 3 clusters Score -3.538711e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315005 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -35388128.000000 Penalty: 6306.813965
	Iteration 29Q: 3 clusters Score -3.538813e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317717 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -35389332.000000 Penalty: 6306.813965
	Iteration 30Q: 3 clusters Score -3.538933e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320106 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -35390204.000000 Penalty: 6306.813965
	Iteration 31Q: 3 clusters Score -3.53902e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322155 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -35390828.000000 Penalty: 6306.813965
	Iteration 32Q: 3 clusters Score -3.539083e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323867 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -35391040.000000 Penalty: 6306.813965
	Iteration 33Q: 3 clusters Score -3.539104e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325326 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -35391516.000000 Penalty: 6306.813965
	Iteration 34Q: 3 clusters Score -3.539152e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326497 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -35391764.000000 Penalty: 6306.813965
	Iteration 35Q: 3 clusters Score -3.539176e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327429 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -35392032.000000 Penalty: 6306.813965
	Iteration 36Q: 3 clusters Score -3.539203e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328188 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -35392232.000000 Penalty: 6306.813965
	Iteration 37Q: 3 clusters Score -3.539223e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328788 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -35392304.000000 Penalty: 6306.813965
	Iteration 38Q: 3 clusters Score -3.53923e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -35392416.000000 Penalty: 6306.813965
	Iteration 39Q: 3 clusters Score -3.539242e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329703 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -35392392.000000 Penalty: 6306.813965
	Iteration 40F: 3 clusters Score -3.539239e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330037 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -35392344.000000 Penalty: 6306.813965
	Iteration 41Q: 3 clusters Score -3.539234e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330298 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -35392328.000000 Penalty: 6306.813965
	Iteration 42Q: 3 clusters Score -3.539233e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330522 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -35392344.000000 Penalty: 6306.813965
	Iteration 43Q: 3 clusters Score -3.539234e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330715 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -35392316.000000 Penalty: 6306.813965
	Iteration 44Q: 3 clusters Score -3.539232e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330871 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -35392276.000000 Penalty: 6306.813965
	Iteration 45Q: 3 clusters Score -3.539228e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330996 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -35392312.000000 Penalty: 6306.813965
	Iteration 46Q: 3 clusters Score -3.539231e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331100 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -35392272.000000 Penalty: 6306.813965
	Iteration 47Q: 3 clusters Score -3.539227e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331167 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -35392252.000000 Penalty: 6306.813965
	Iteration 48Q: 3 clusters Score -3.539225e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331230 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -35392252.000000 Penalty: 6306.813965
	Iteration 49Q: 3 clusters Score -3.539225e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331281 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 50Q: 3 clusters Score -3.539224e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331323 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -35392220.000000 Penalty: 6306.813965
	Iteration 51Q: 3 clusters Score -3.539222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331357 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -35392260.000000 Penalty: 6306.813965
	Iteration 52Q: 3 clusters Score -3.539226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331385 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 53Q: 3 clusters Score -3.539224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331428 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -35392264.000000 Penalty: 6306.813965
	Iteration 54Q: 3 clusters Score -3.539226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331469 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -35392232.000000 Penalty: 6306.813965
	Iteration 55Q: 3 clusters Score -3.539223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331501 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -35392268.000000 Penalty: 6306.813965
	Iteration 56Q: 3 clusters Score -3.539227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331526 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -35392264.000000 Penalty: 6306.813965
	Iteration 57Q: 3 clusters Score -3.539226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331541 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -35392256.000000 Penalty: 6306.813965
	Iteration 58Q: 3 clusters Score -3.539226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331563 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -35392276.000000 Penalty: 6306.813965
	Iteration 59Q: 3 clusters Score -3.539228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331581 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -35392272.000000 Penalty: 6306.813965
	Iteration 60F: 3 clusters Score -3.539227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331601 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -35392260.000000 Penalty: 6306.813965
	Iteration 61Q: 3 clusters Score -3.539226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331622 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -35392280.000000 Penalty: 6306.813965
	Iteration 62Q: 3 clusters Score -3.539228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331641 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -35392292.000000 Penalty: 6306.813965
	Iteration 63Q: 3 clusters Score -3.539229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331660 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -35392276.000000 Penalty: 6306.813965
	Iteration 64Q: 3 clusters Score -3.539228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331680 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -35392240.000000 Penalty: 6306.813965
	Iteration 65Q: 3 clusters Score -3.539224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331701 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -35392200.000000 Penalty: 6306.813965
	Iteration 66Q: 3 clusters Score -3.53922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331711 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 67Q: 3 clusters Score -3.539224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331720 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -35392252.000000 Penalty: 6306.813965
	Iteration 68Q: 3 clusters Score -3.539225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331726 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 69Q: 3 clusters Score -3.539224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331733 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 70Q: 3 clusters Score -3.539224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331739 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -35392240.000000 Penalty: 6306.813965
	Iteration 71Q: 3 clusters Score -3.539224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331747 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -35392224.000000 Penalty: 6306.813965
	Iteration 72Q: 3 clusters Score -3.539222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331755 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -35392216.000000 Penalty: 6306.813965
	Iteration 73Q: 3 clusters Score -3.539222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331762 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -35392240.000000 Penalty: 6306.813965
	Iteration 74Q: 3 clusters Score -3.539224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331774 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -35392232.000000 Penalty: 6306.813965
	Iteration 75Q: 3 clusters Score -3.539223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331782 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -35392224.000000 Penalty: 6306.813965
	Iteration 76Q: 3 clusters Score -3.539222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331788 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6306.813965
	Iteration 77Q: 3 clusters Score -3.539223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331793 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -35392216.000000 Penalty: 6306.813965
	Iteration 78Q: 3 clusters Score -3.539222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331797 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -35392232.000000 Penalty: 6306.813965
	Iteration 79Q: 3 clusters Score -3.539223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331798 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6306.813965
	Iteration 80F: 3 clusters Score -3.539223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331798 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6306.813965
	Iteration 81Q: 3 clusters Score -3.539223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331800 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -35392236.000000 Penalty: 6306.813965
	Iteration 82Q: 3 clusters Score -3.539224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331802 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -35392252.000000 Penalty: 6306.813965
	Iteration 83Q: 3 clusters Score -3.539225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331805 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 84Q: 3 clusters Score -3.539224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331807 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 85Q: 3 clusters Score -3.539224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331807 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -35392248.000000 Penalty: 6306.813965
	Iteration 86Q: 3 clusters Score -3.539225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331808 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 87Q: 3 clusters Score -3.539224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331808 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -35392244.000000 Penalty: 6306.813965
	Iteration 88F: 3 clusters Score -3.539224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -34182.074219 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -34182.07 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 180 members 
Entering Unmasked Estep 
Score: -32813.980469 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -32813.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32928.175781 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -32928.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32983.375000 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -32983.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33019.527344 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -33019.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33041.054688 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -33041.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33049.234375 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -33049.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33054.164062 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -33054.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33056.085938 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -33056.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33065.437500 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -33065.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33066.667969 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -33066.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33066.667969 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -33066.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (339173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339173 members 
Entering Unmasked Estep 
Score: -35909780.000000 Penalty: 3158.097900
	Iteration 0F: 2 clusters Score -3.590978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -35687916.000000 Penalty: 6316.195801
	Iteration 0F: 3 clusters Score -3.568792e+07 nChanged 164726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 183144 members 
Entering Unmasked Estep 
Score: -35785704.000000 Penalty: 6316.195801
	Iteration 1F: 3 clusters Score -3.57857e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147528 members 
Mstep: Class 2 contains 191645 members 
Entering Unmasked Estep 
Score: -35787992.000000 Penalty: 6316.195801
	Iteration 2Q: 3 clusters Score -3.578799e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134329 members 
Mstep: Class 2 contains 204844 members 
Entering Unmasked Estep 
Score: -35792912.000000 Penalty: 6316.195801
	Iteration 3Q: 3 clusters Score -3.579291e+07 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114510 members 
Mstep: Class 2 contains 224663 members 
Entering Unmasked Estep 
Score: -35803260.000000 Penalty: 6316.195801
	Iteration 4F: 3 clusters Score -3.580326e+07 nChanged 27849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 252502 members 
Entering Unmasked Estep 
Score: -35823056.000000 Penalty: 6316.195801
	Iteration 5F: 3 clusters Score -3.582306e+07 nChanged 33219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 285721 members 
Entering Unmasked Estep 
Score: -35853536.000000 Penalty: 6316.195801
	Iteration 6F: 3 clusters Score -3.585354e+07 nChanged 29504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 315225 members 
Entering Unmasked Estep 
Score: -35884476.000000 Penalty: 6316.195801
	Iteration 7F: 3 clusters Score -3.588448e+07 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 331835 members 
Entering Unmasked Estep 
Score: -35900400.000000 Penalty: 6316.195801
	Iteration 8Q: 3 clusters Score -3.59004e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 337303 members 
Entering Unmasked Estep 
Score: -35905348.000000 Penalty: 6316.195801
	Iteration 9Q: 3 clusters Score -3.590535e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 338593 members 
Entering Unmasked Estep 
Score: -35906360.000000 Penalty: 6316.195801
	Iteration 10Q: 3 clusters Score -3.590636e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338867 members 
Entering Unmasked Estep 
Score: -35906704.000000 Penalty: 6316.195801
	Iteration 11Q: 3 clusters Score -3.59067e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 338944 members 
Entering Unmasked Estep 
Score: -35906812.000000 Penalty: 6316.195801
	Iteration 12Q: 3 clusters Score -3.590681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 338963 members 
Entering Unmasked Estep 
Score: -35906840.000000 Penalty: 6316.195801
	Iteration 13Q: 3 clusters Score -3.590684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 338977 members 
Entering Unmasked Estep 
Score: -35906852.000000 Penalty: 6316.195801
	Iteration 14Q: 3 clusters Score -3.590685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 338985 members 
Entering Unmasked Estep 
Score: -35906876.000000 Penalty: 6316.195801
	Iteration 15Q: 3 clusters Score -3.590688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 338987 members 
Entering Unmasked Estep 
Score: -35906896.000000 Penalty: 6316.195801
	Iteration 16Q: 3 clusters Score -3.59069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 338987 members 
Entering Unmasked Estep 
Score: -35906888.000000 Penalty: 6316.195801
	Iteration 17Q: 3 clusters Score -3.590689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 338989 members 
Entering Unmasked Estep 
Score: -35906888.000000 Penalty: 6316.195801
	Iteration 18Q: 3 clusters Score -3.590689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 338989 members 
Entering Unmasked Estep 
Score: -35906888.000000 Penalty: 6316.195801
	Iteration 19F: 3 clusters Score -3.590689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Entering Unmasked Estep 
Score: -1055676.625000 Penalty: 2284.882568
	Iteration 0F: 2 clusters Score -1055677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1047995.812500 Penalty: 4569.765137
	Iteration 0F: 3 clusters Score -1047996 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1050145.875000 Penalty: 4569.765137
	Iteration 1F: 3 clusters Score -1050146 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1050431.125000 Penalty: 4569.765137
	Iteration 2F: 3 clusters Score -1050431 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1050632.375000 Penalty: 4569.765137
	Iteration 3F: 3 clusters Score -1050632 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1050764.750000 Penalty: 4569.765137
	Iteration 4Q: 3 clusters Score -1050765 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1050868.000000 Penalty: 4569.765137
	Iteration 5Q: 3 clusters Score -1050868 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1050953.125000 Penalty: 4569.765137
	Iteration 6Q: 3 clusters Score -1050953 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1051018.875000 Penalty: 4569.765137
	Iteration 7Q: 3 clusters Score -1051019 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1051087.250000 Penalty: 4569.765137
	Iteration 8Q: 3 clusters Score -1051087 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1051159.250000 Penalty: 4569.765137
	Iteration 9Q: 3 clusters Score -1051159 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1051230.625000 Penalty: 4569.765137
	Iteration 10Q: 3 clusters Score -1051231 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1051321.625000 Penalty: 4569.765137
	Iteration 11Q: 3 clusters Score -1051322 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1051439.875000 Penalty: 4569.765137
	Iteration 12Q: 3 clusters Score -1051440 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1051577.250000 Penalty: 4569.765137
	Iteration 13Q: 3 clusters Score -1051577 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1051753.250000 Penalty: 4569.765137
	Iteration 14Q: 3 clusters Score -1051753 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1051961.000000 Penalty: 4569.765137
	Iteration 15Q: 3 clusters Score -1051961 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1052198.375000 Penalty: 4569.765137
	Iteration 16Q: 3 clusters Score -1052198 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1052464.625000 Penalty: 4569.765137
	Iteration 17Q: 3 clusters Score -1052465 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1052706.750000 Penalty: 4569.765137
	Iteration 18Q: 3 clusters Score -1052707 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1052949.375000 Penalty: 4569.765137
	Iteration 19Q: 3 clusters Score -1052949 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1053166.750000 Penalty: 4569.765137
	Iteration 20F: 3 clusters Score -1053167 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1053315.125000 Penalty: 4569.765137
	Iteration 21Q: 3 clusters Score -1053315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1053401.000000 Penalty: 4569.765137
	Iteration 22Q: 3 clusters Score -1053401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1053458.625000 Penalty: 4569.765137
	Iteration 23Q: 3 clusters Score -1053459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1053490.625000 Penalty: 4569.765137
	Iteration 24Q: 3 clusters Score -1053491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1053511.375000 Penalty: 4569.765137
	Iteration 25Q: 3 clusters Score -1053511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1053539.375000 Penalty: 4569.765137
	Iteration 26Q: 3 clusters Score -1053539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1053567.125000 Penalty: 4569.765137
	Iteration 27Q: 3 clusters Score -1053567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1053579.125000 Penalty: 4569.765137
	Iteration 28Q: 3 clusters Score -1053579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1053594.250000 Penalty: 4569.765137
	Iteration 29Q: 3 clusters Score -1053594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1053603.875000 Penalty: 4569.765137
	Iteration 30Q: 3 clusters Score -1053604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1053612.125000 Penalty: 4569.765137
	Iteration 31Q: 3 clusters Score -1053612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1053617.500000 Penalty: 4569.765137
	Iteration 32Q: 3 clusters Score -1053618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1053620.750000 Penalty: 4569.765137
	Iteration 33Q: 3 clusters Score -1053621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1053623.250000 Penalty: 4569.765137
	Iteration 34Q: 3 clusters Score -1053623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1053625.125000 Penalty: 4569.765137
	Iteration 35Q: 3 clusters Score -1053625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1053627.125000 Penalty: 4569.765137
	Iteration 36Q: 3 clusters Score -1053627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1053628.125000 Penalty: 4569.765137
	Iteration 37Q: 3 clusters Score -1053628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1053628.125000 Penalty: 4569.765137
	Iteration 38F: 3 clusters Score -1053628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -99602.789062 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -99602.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97627.726562 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -97627.73 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97939.460938 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -97939.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -98046.132812 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -98046.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98104.468750 Penalty: 3430.690674
	Iteration 3Q: 3 clusters Score -98104.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98126.195312 Penalty: 3430.690674
	Iteration 4Q: 3 clusters Score -98126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98133.257812 Penalty: 3430.690674
	Iteration 5Q: 3 clusters Score -98133.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98139.531250 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -98139.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98139.531250 Penalty: 3430.690674
	Iteration 7F: 3 clusters Score -98139.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (134359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134359 members 
Entering Unmasked Estep 
Score: -14374826.000000 Penalty: 2928.451172
	Iteration 0F: 2 clusters Score -1.437483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -14284884.000000 Penalty: 5856.902344
	Iteration 0F: 3 clusters Score -1.428488e+07 nChanged 64115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -14321689.000000 Penalty: 5856.902344
	Iteration 1F: 3 clusters Score -1.432169e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -14322450.000000 Penalty: 5856.902344
	Iteration 2Q: 3 clusters Score -1.432245e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -14323669.000000 Penalty: 5856.902344
	Iteration 3Q: 3 clusters Score -1.432367e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -14325427.000000 Penalty: 5856.902344
	Iteration 4Q: 3 clusters Score -1.432543e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -14328503.000000 Penalty: 5856.902344
	Iteration 5Q: 3 clusters Score -1.43285e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -14333248.000000 Penalty: 5856.902344
	Iteration 6F: 3 clusters Score -1.433325e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -14340219.000000 Penalty: 5856.902344
	Iteration 7F: 3 clusters Score -1.434022e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -14348967.000000 Penalty: 5856.902344
	Iteration 8F: 3 clusters Score -1.434897e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -14357697.000000 Penalty: 5856.902344
	Iteration 9F: 3 clusters Score -1.43577e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125537 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -14364609.000000 Penalty: 5856.902344
	Iteration 10F: 3 clusters Score -1.436461e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -14368674.000000 Penalty: 5856.902344
	Iteration 11Q: 3 clusters Score -1.436867e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14370671.000000 Penalty: 5856.902344
	Iteration 12Q: 3 clusters Score -1.437067e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14371537.000000 Penalty: 5856.902344
	Iteration 13Q: 3 clusters Score -1.437154e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14371863.000000 Penalty: 5856.902344
	Iteration 14Q: 3 clusters Score -1.437186e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14372016.000000 Penalty: 5856.902344
	Iteration 15Q: 3 clusters Score -1.437202e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14372086.000000 Penalty: 5856.902344
	Iteration 16Q: 3 clusters Score -1.437209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133999 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14372122.000000 Penalty: 5856.902344
	Iteration 17Q: 3 clusters Score -1.437212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14372171.000000 Penalty: 5856.902344
	Iteration 18Q: 3 clusters Score -1.437217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134032 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14372177.000000 Penalty: 5856.902344
	Iteration 19Q: 3 clusters Score -1.437218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134036 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14372181.000000 Penalty: 5856.902344
	Iteration 20F: 3 clusters Score -1.437218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14372192.000000 Penalty: 5856.902344
	Iteration 21Q: 3 clusters Score -1.437219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14372196.000000 Penalty: 5856.902344
	Iteration 22Q: 3 clusters Score -1.43722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134049 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14372193.000000 Penalty: 5856.902344
	Iteration 23Q: 3 clusters Score -1.437219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134049 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14372201.000000 Penalty: 5856.902344
	Iteration 24Q: 3 clusters Score -1.43722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14372212.000000 Penalty: 5856.902344
	Iteration 25Q: 3 clusters Score -1.437221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134052 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14372217.000000 Penalty: 5856.902344
	Iteration 26Q: 3 clusters Score -1.437222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14372214.000000 Penalty: 5856.902344
	Iteration 27Q: 3 clusters Score -1.437221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14372219.000000 Penalty: 5856.902344
	Iteration 28Q: 3 clusters Score -1.437222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14372220.000000 Penalty: 5856.902344
	Iteration 29Q: 3 clusters Score -1.437222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134058 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14372226.000000 Penalty: 5856.902344
	Iteration 30Q: 3 clusters Score -1.437223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14372226.000000 Penalty: 5856.902344
	Iteration 31Q: 3 clusters Score -1.437223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134063 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14372218.000000 Penalty: 5856.902344
	Iteration 32Q: 3 clusters Score -1.437222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134064 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14372230.000000 Penalty: 5856.902344
	Iteration 33Q: 3 clusters Score -1.437223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134066 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14372223.000000 Penalty: 5856.902344
	Iteration 34Q: 3 clusters Score -1.437222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14372229.000000 Penalty: 5856.902344
	Iteration 35Q: 3 clusters Score -1.437223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14372229.000000 Penalty: 5856.902344
	Iteration 36F: 3 clusters Score -1.437223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Entering Unmasked Estep 
Score: -3322964.750000 Penalty: 2563.581299
	Iteration 0F: 2 clusters Score -3322965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3301663.000000 Penalty: 5127.162598
	Iteration 0F: 3 clusters Score -3301663 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3309358.000000 Penalty: 5127.162598
	Iteration 1F: 3 clusters Score -3309358 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3309782.250000 Penalty: 5127.162598
	Iteration 2Q: 3 clusters Score -3309782 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3310148.250000 Penalty: 5127.162598
	Iteration 3Q: 3 clusters Score -3310148 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3310512.750000 Penalty: 5127.162598
	Iteration 4Q: 3 clusters Score -3310513 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3310941.000000 Penalty: 5127.162598
	Iteration 5Q: 3 clusters Score -3310941 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3311513.750000 Penalty: 5127.162598
	Iteration 6Q: 3 clusters Score -3311514 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3312321.500000 Penalty: 5127.162598
	Iteration 7Q: 3 clusters Score -3312322 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3313372.250000 Penalty: 5127.162598
	Iteration 8F: 3 clusters Score -3313372 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3314772.500000 Penalty: 5127.162598
	Iteration 9F: 3 clusters Score -3314772 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3316309.000000 Penalty: 5127.162598
	Iteration 10F: 3 clusters Score -3316309 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3317774.750000 Penalty: 5127.162598
	Iteration 11F: 3 clusters Score -3317775 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3318991.500000 Penalty: 5127.162598
	Iteration 12Q: 3 clusters Score -3318992 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3319847.750000 Penalty: 5127.162598
	Iteration 13Q: 3 clusters Score -3319848 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3320322.250000 Penalty: 5127.162598
	Iteration 14Q: 3 clusters Score -3320322 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3320567.250000 Penalty: 5127.162598
	Iteration 15Q: 3 clusters Score -3320567 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3320705.250000 Penalty: 5127.162598
	Iteration 16Q: 3 clusters Score -3320705 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3320779.500000 Penalty: 5127.162598
	Iteration 17Q: 3 clusters Score -3320780 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3320826.750000 Penalty: 5127.162598
	Iteration 18Q: 3 clusters Score -3320827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3320870.000000 Penalty: 5127.162598
	Iteration 19Q: 3 clusters Score -3320870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3320899.250000 Penalty: 5127.162598
	Iteration 20F: 3 clusters Score -3320899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3320923.500000 Penalty: 5127.162598
	Iteration 21Q: 3 clusters Score -3320924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3320940.000000 Penalty: 5127.162598
	Iteration 22Q: 3 clusters Score -3320940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3320951.000000 Penalty: 5127.162598
	Iteration 23Q: 3 clusters Score -3320951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3320969.250000 Penalty: 5127.162598
	Iteration 24Q: 3 clusters Score -3320969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3320976.500000 Penalty: 5127.162598
	Iteration 25Q: 3 clusters Score -3320976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3320989.750000 Penalty: 5127.162598
	Iteration 26Q: 3 clusters Score -3320990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3321001.750000 Penalty: 5127.162598
	Iteration 27Q: 3 clusters Score -3321002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3321008.250000 Penalty: 5127.162598
	Iteration 28Q: 3 clusters Score -3321008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3321026.000000 Penalty: 5127.162598
	Iteration 29Q: 3 clusters Score -3321026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3321042.500000 Penalty: 5127.162598
	Iteration 30Q: 3 clusters Score -3321042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3321054.000000 Penalty: 5127.162598
	Iteration 31Q: 3 clusters Score -3321054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3321065.750000 Penalty: 5127.162598
	Iteration 32Q: 3 clusters Score -3321066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3321074.750000 Penalty: 5127.162598
	Iteration 33Q: 3 clusters Score -3321075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3321087.750000 Penalty: 5127.162598
	Iteration 34Q: 3 clusters Score -3321088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3321091.000000 Penalty: 5127.162598
	Iteration 35Q: 3 clusters Score -3321091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3321096.500000 Penalty: 5127.162598
	Iteration 36Q: 3 clusters Score -3321096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3321102.250000 Penalty: 5127.162598
	Iteration 37Q: 3 clusters Score -3321102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3321104.750000 Penalty: 5127.162598
	Iteration 38Q: 3 clusters Score -3321105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3321103.000000 Penalty: 5127.162598
	Iteration 39Q: 3 clusters Score -3321103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3321106.500000 Penalty: 5127.162598
	Iteration 40F: 3 clusters Score -3321106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3321112.500000 Penalty: 5127.162598
	Iteration 41Q: 3 clusters Score -3321112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3321116.250000 Penalty: 5127.162598
	Iteration 42Q: 3 clusters Score -3321116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3321117.000000 Penalty: 5127.162598
	Iteration 43Q: 3 clusters Score -3321117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3321121.250000 Penalty: 5127.162598
	Iteration 44Q: 3 clusters Score -3321121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3321121.250000 Penalty: 5127.162598
	Iteration 45Q: 3 clusters Score -3321121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3321122.250000 Penalty: 5127.162598
	Iteration 46Q: 3 clusters Score -3321122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3321124.750000 Penalty: 5127.162598
	Iteration 47Q: 3 clusters Score -3321125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3321125.750000 Penalty: 5127.162598
	Iteration 48Q: 3 clusters Score -3321126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3321135.250000 Penalty: 5127.162598
	Iteration 49Q: 3 clusters Score -3321135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3321137.000000 Penalty: 5127.162598
	Iteration 50Q: 3 clusters Score -3321137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3321142.250000 Penalty: 5127.162598
	Iteration 51Q: 3 clusters Score -3321142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3321145.000000 Penalty: 5127.162598
	Iteration 52Q: 3 clusters Score -3321145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3321150.750000 Penalty: 5127.162598
	Iteration 53Q: 3 clusters Score -3321151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3321154.000000 Penalty: 5127.162598
	Iteration 54Q: 3 clusters Score -3321154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3321159.750000 Penalty: 5127.162598
	Iteration 55Q: 3 clusters Score -3321160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3321164.250000 Penalty: 5127.162598
	Iteration 56Q: 3 clusters Score -3321164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3321168.000000 Penalty: 5127.162598
	Iteration 57Q: 3 clusters Score -3321168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3321164.500000 Penalty: 5127.162598
	Iteration 58Q: 3 clusters Score -3321164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3321173.000000 Penalty: 5127.162598
	Iteration 59Q: 3 clusters Score -3321173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3321172.750000 Penalty: 5127.162598
	Iteration 60F: 3 clusters Score -3321173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3321178.750000 Penalty: 5127.162598
	Iteration 61Q: 3 clusters Score -3321179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3321178.000000 Penalty: 5127.162598
	Iteration 62Q: 3 clusters Score -3321178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3321177.250000 Penalty: 5127.162598
	Iteration 63Q: 3 clusters Score -3321177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3321178.000000 Penalty: 5127.162598
	Iteration 64Q: 3 clusters Score -3321178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3321176.500000 Penalty: 5127.162598
	Iteration 65Q: 3 clusters Score -3321176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3321178.000000 Penalty: 5127.162598
	Iteration 66Q: 3 clusters Score -3321178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3321177.750000 Penalty: 5127.162598
	Iteration 67Q: 3 clusters Score -3321178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3321177.750000 Penalty: 5127.162598
	Iteration 68F: 3 clusters Score -3321178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -80284.195312 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -80284.2 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 413 members 
Entering Unmasked Estep 
Score: -78436.179688 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -78436.18 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78765.429688 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -78765.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78897.554688 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -78897.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78962.414062 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -78962.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79007.515625 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -79007.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79048.539062 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -79048.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79087.875000 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -79087.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79133.523438 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -79133.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79177.398438 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -79177.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79246.929688 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -79246.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79327.835938 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -79327.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79380.125000 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -79380.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79411.765625 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -79411.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79463.367188 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -79463.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79510.382812 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -79510.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79544.414062 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -79544.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79569.773438 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -79569.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79601.585938 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -79601.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79647.453125 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -79647.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79709.218750 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -79709.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79853.335938 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -79853.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80106.726562 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -80106.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80315.023438 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -80315.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80556.187500 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -80556.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80848.906250 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -80848.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80850.429688 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -80850.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80850.429688 Penalty: 3365.090820
	Iteration 26F: 3 clusters Score -80850.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 189154 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 50258 members 
Mstep: Class 6 contains 28594 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27669 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62066 members 
Mstep: Class 12 contains 224460 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 332818 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 339173 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 134359 members 
Mstep: Class 22 contains 30854 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 14340 members 
Mstep: Class 26 contains 408 members 
Entering Unmasked Estep 
Score: -158378032.000000 Penalty: 91801.890625
Splitting cluster 23 changes total score from -158378672.000000 to -158378032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -73603.210938 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -73603.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71893.718750 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -71893.72 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72582.062500 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -72582.06 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73113.085938 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -73113.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73547.789062 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -73547.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74016.492188 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -74016.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74466.812500 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -74466.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74833.367188 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -74833.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74833.367188 Penalty: 3334.424561
	Iteration 7F: 3 clusters Score -74833.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 189154 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 50258 members 
Mstep: Class 6 contains 28594 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27669 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62066 members 
Mstep: Class 12 contains 224460 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 332818 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 339173 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 134359 members 
Mstep: Class 22 contains 30854 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 14340 members 
Mstep: Class 26 contains 506 members 
Entering Unmasked Estep 
Score: -158378752.000000 Penalty: 91801.890625
Splitting cluster 24 changes total score from -158378672.000000 to -158378752.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 25 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -1523518.875000 Penalty: 2373.560547
	Iteration 0F: 2 clusters Score -1523519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1513124.500000 Penalty: 4747.121094
	Iteration 0F: 3 clusters Score -1513124 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1516576.625000 Penalty: 4747.121094
	Iteration 1F: 3 clusters Score -1516577 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1517108.125000 Penalty: 4747.121094
	Iteration 2F: 3 clusters Score -1517108 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1517602.750000 Penalty: 4747.121094
	Iteration 3F: 3 clusters Score -1517603 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1518116.625000 Penalty: 4747.121094
	Iteration 4F: 3 clusters Score -1518117 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1518661.500000 Penalty: 4747.121094
	Iteration 5F: 3 clusters Score -1518662 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1519211.000000 Penalty: 4747.121094
	Iteration 6F: 3 clusters Score -1519211 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1519746.250000 Penalty: 4747.121094
	Iteration 7F: 3 clusters Score -1519746 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1520230.500000 Penalty: 4747.121094
	Iteration 8Q: 3 clusters Score -1520230 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1520636.750000 Penalty: 4747.121094
	Iteration 9Q: 3 clusters Score -1520637 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1520879.375000 Penalty: 4747.121094
	Iteration 10Q: 3 clusters Score -1520879 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1521030.000000 Penalty: 4747.121094
	Iteration 11Q: 3 clusters Score -1521030 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1521134.250000 Penalty: 4747.121094
	Iteration 12Q: 3 clusters Score -1521134 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1521203.500000 Penalty: 4747.121094
	Iteration 13Q: 3 clusters Score -1521204 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1521272.625000 Penalty: 4747.121094
	Iteration 14Q: 3 clusters Score -1521273 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1521341.000000 Penalty: 4747.121094
	Iteration 15Q: 3 clusters Score -1521341 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1521386.750000 Penalty: 4747.121094
	Iteration 16Q: 3 clusters Score -1521387 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1521441.750000 Penalty: 4747.121094
	Iteration 17Q: 3 clusters Score -1521442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1521484.500000 Penalty: 4747.121094
	Iteration 18Q: 3 clusters Score -1521484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1521522.000000 Penalty: 4747.121094
	Iteration 19Q: 3 clusters Score -1521522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1521557.500000 Penalty: 4747.121094
	Iteration 20F: 3 clusters Score -1521558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1521587.125000 Penalty: 4747.121094
	Iteration 21Q: 3 clusters Score -1521587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1521617.625000 Penalty: 4747.121094
	Iteration 22Q: 3 clusters Score -1521618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1521643.875000 Penalty: 4747.121094
	Iteration 23Q: 3 clusters Score -1521644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1521676.000000 Penalty: 4747.121094
	Iteration 24Q: 3 clusters Score -1521676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1521695.125000 Penalty: 4747.121094
	Iteration 25Q: 3 clusters Score -1521695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1521715.000000 Penalty: 4747.121094
	Iteration 26Q: 3 clusters Score -1521715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1521733.125000 Penalty: 4747.121094
	Iteration 27Q: 3 clusters Score -1521733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1521752.250000 Penalty: 4747.121094
	Iteration 28Q: 3 clusters Score -1521752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1521760.000000 Penalty: 4747.121094
	Iteration 29Q: 3 clusters Score -1521760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1521765.000000 Penalty: 4747.121094
	Iteration 30Q: 3 clusters Score -1521765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1521775.375000 Penalty: 4747.121094
	Iteration 31Q: 3 clusters Score -1521775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1521779.875000 Penalty: 4747.121094
	Iteration 32Q: 3 clusters Score -1521780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1521781.250000 Penalty: 4747.121094
	Iteration 33Q: 3 clusters Score -1521781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1521783.000000 Penalty: 4747.121094
	Iteration 34Q: 3 clusters Score -1521783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1521787.000000 Penalty: 4747.121094
	Iteration 35Q: 3 clusters Score -1521787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1521794.250000 Penalty: 4747.121094
	Iteration 36Q: 3 clusters Score -1521794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1521792.125000 Penalty: 4747.121094
	Iteration 37Q: 3 clusters Score -1521792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1521796.375000 Penalty: 4747.121094
	Iteration 38Q: 3 clusters Score -1521796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1521797.375000 Penalty: 4747.121094
	Iteration 39Q: 3 clusters Score -1521797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1521797.500000 Penalty: 4747.121094
	Iteration 40F: 3 clusters Score -1521798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 189154 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 50258 members 
Mstep: Class 6 contains 28594 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 27669 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62066 members 
Mstep: Class 12 contains 224460 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 332818 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 339173 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 134359 members 
Mstep: Class 22 contains 30854 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379200.000000 Penalty: 91801.890625
Iteration 119Q: 27 clusters Score -1.583792e+08 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 188814 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49911 members 
Mstep: Class 6 contains 28714 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 9 contains 27657 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62179 members 
Mstep: Class 12 contains 224594 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 11232 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 332680 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 338504 members 
Mstep: Class 19 contains 9912 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 134875 members 
Mstep: Class 22 contains 31590 members 
Mstep: Class 23 contains 885 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 14474 members 
Mstep: Class 26 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379248.000000 Penalty: 91801.890625
Iteration 120F: 27 clusters Score -1.583792e+08 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 188492 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49584 members 
Mstep: Class 6 contains 28845 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 27641 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62278 members 
Mstep: Class 12 contains 224809 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 11228 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 332293 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 338004 members 
Mstep: Class 19 contains 9821 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 135338 members 
Mstep: Class 22 contains 32323 members 
Mstep: Class 23 contains 881 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 14605 members 
Mstep: Class 26 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380240.000000 Penalty: 91801.890625
Iteration 121Q: 27 clusters Score -1.583802e+08 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 188193 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49262 members 
Mstep: Class 6 contains 28990 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27615 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62410 members 
Mstep: Class 12 contains 225060 members 
Mstep: Class 13 contains 28560 members 
Mstep: Class 14 contains 11220 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 331818 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 337606 members 
Mstep: Class 19 contains 9721 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 135733 members 
Mstep: Class 22 contains 33010 members 
Mstep: Class 23 contains 879 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14730 members 
Mstep: Class 26 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381216.000000 Penalty: 91801.890625
Iteration 122Q: 27 clusters Score -1.583812e+08 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 187857 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48976 members 
Mstep: Class 6 contains 29158 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27601 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62548 members 
Mstep: Class 12 contains 225336 members 
Mstep: Class 13 contains 28567 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 331273 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 337255 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 136099 members 
Mstep: Class 22 contains 33719 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14838 members 
Mstep: Class 26 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381456.000000 Penalty: 91801.890625
Iteration 123Q: 27 clusters Score -1.583815e+08 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 187537 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 29326 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27585 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62670 members 
Mstep: Class 12 contains 225644 members 
Mstep: Class 13 contains 28568 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 330715 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 336895 members 
Mstep: Class 19 contains 9528 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 136395 members 
Mstep: Class 22 contains 34418 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14946 members 
Mstep: Class 26 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381360.000000 Penalty: 91801.890625
Iteration 124Q: 27 clusters Score -1.583814e+08 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 187187 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48482 members 
Mstep: Class 6 contains 29501 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27567 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62767 members 
Mstep: Class 12 contains 225863 members 
Mstep: Class 13 contains 28576 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 330218 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 336624 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 136690 members 
Mstep: Class 22 contains 35091 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15058 members 
Mstep: Class 26 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381552.000000 Penalty: 91801.890625
Iteration 125Q: 27 clusters Score -1.583816e+08 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 186822 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48243 members 
Mstep: Class 6 contains 29671 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27532 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62892 members 
Mstep: Class 12 contains 226103 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 11173 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 329768 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 336346 members 
Mstep: Class 19 contains 9361 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 136934 members 
Mstep: Class 22 contains 35742 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15179 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381616.000000 Penalty: 91801.890625
Iteration 126Q: 27 clusters Score -1.583816e+08 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 186464 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47943 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27510 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62997 members 
Mstep: Class 12 contains 226382 members 
Mstep: Class 13 contains 28575 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 329520 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 336096 members 
Mstep: Class 19 contains 9247 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 137145 members 
Mstep: Class 22 contains 36303 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15290 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382528.000000 Penalty: 91801.890625
Iteration 127Q: 27 clusters Score -1.583825e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 186118 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47627 members 
Mstep: Class 6 contains 29992 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27489 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63105 members 
Mstep: Class 12 contains 226693 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 11135 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 329303 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 335819 members 
Mstep: Class 19 contains 9170 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 137343 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15382 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383072.000000 Penalty: 91801.890625
Iteration 128Q: 27 clusters Score -1.583831e+08 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 185814 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47316 members 
Mstep: Class 6 contains 30146 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27485 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63202 members 
Mstep: Class 12 contains 227056 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 329093 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 335536 members 
Mstep: Class 19 contains 9064 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 137500 members 
Mstep: Class 22 contains 37337 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15469 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383152.000000 Penalty: 91801.890625
Iteration 129Q: 27 clusters Score -1.583832e+08 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 185539 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46993 members 
Mstep: Class 6 contains 30314 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27493 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63289 members 
Mstep: Class 12 contains 227427 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 328791 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 335254 members 
Mstep: Class 19 contains 8983 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 137651 members 
Mstep: Class 22 contains 37854 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383312.000000 Penalty: 91801.890625
Iteration 130Q: 27 clusters Score -1.583833e+08 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 185265 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46665 members 
Mstep: Class 6 contains 30511 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27485 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63360 members 
Mstep: Class 12 contains 227841 members 
Mstep: Class 13 contains 28547 members 
Mstep: Class 14 contains 11083 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 328637 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 334942 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 137778 members 
Mstep: Class 22 contains 38288 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15596 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384096.000000 Penalty: 91801.890625
Iteration 131Q: 27 clusters Score -1.583841e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 184954 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 30709 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27479 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63454 members 
Mstep: Class 12 contains 228243 members 
Mstep: Class 13 contains 28528 members 
Mstep: Class 14 contains 11074 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 328713 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 334585 members 
Mstep: Class 19 contains 8800 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 137890 members 
Mstep: Class 22 contains 38619 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15627 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384352.000000 Penalty: 91801.890625
Iteration 132Q: 27 clusters Score -1.583844e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 184684 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46054 members 
Mstep: Class 6 contains 30925 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27464 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63529 members 
Mstep: Class 12 contains 228744 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 11059 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 328682 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 334205 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 137993 members 
Mstep: Class 22 contains 38910 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15651 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384448.000000 Penalty: 91801.890625
Iteration 133Q: 27 clusters Score -1.583844e+08 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 184420 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45769 members 
Mstep: Class 6 contains 31156 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27436 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63591 members 
Mstep: Class 12 contains 229233 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 328688 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 333799 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 138086 members 
Mstep: Class 22 contains 39173 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15691 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384720.000000 Penalty: 91801.890625
Iteration 134Q: 27 clusters Score -1.583847e+08 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 184252 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45481 members 
Mstep: Class 6 contains 31369 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27412 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63677 members 
Mstep: Class 12 contains 229861 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 11024 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 328522 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 333402 members 
Mstep: Class 19 contains 8559 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 138142 members 
Mstep: Class 22 contains 39385 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15725 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158385008.000000 Penalty: 91801.890625
Iteration 135Q: 27 clusters Score -1.58385e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 184032 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45226 members 
Mstep: Class 6 contains 31564 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27386 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63756 members 
Mstep: Class 12 contains 230563 members 
Mstep: Class 13 contains 28542 members 
Mstep: Class 14 contains 10986 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 328333 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 333064 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 138174 members 
Mstep: Class 22 contains 39580 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15767 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158385056.000000 Penalty: 91801.890625
Iteration 136Q: 27 clusters Score -1.583851e+08 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 183892 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44956 members 
Mstep: Class 6 contains 31736 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 27382 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63824 members 
Mstep: Class 12 contains 231269 members 
Mstep: Class 13 contains 28556 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 328109 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 332720 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 138162 members 
Mstep: Class 22 contains 39749 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386032.000000 Penalty: 91801.890625
Iteration 137Q: 27 clusters Score -1.58386e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 183747 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44740 members 
Mstep: Class 6 contains 31915 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27361 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63904 members 
Mstep: Class 12 contains 231972 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 10936 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 327767 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 332490 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 138144 members 
Mstep: Class 22 contains 39904 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15863 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386560.000000 Penalty: 91801.890625
Iteration 138Q: 27 clusters Score -1.583866e+08 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 183564 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44534 members 
Mstep: Class 6 contains 32106 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27343 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63957 members 
Mstep: Class 12 contains 232718 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 10915 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 327422 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 332252 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 138126 members 
Mstep: Class 22 contains 40011 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15920 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387152.000000 Penalty: 91801.890625
Iteration 139Q: 27 clusters Score -1.583872e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 183368 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44323 members 
Mstep: Class 6 contains 32307 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27322 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64038 members 
Mstep: Class 12 contains 233446 members 
Mstep: Class 13 contains 28563 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 327096 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 331967 members 
Mstep: Class 19 contains 8271 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 138155 members 
Mstep: Class 22 contains 40121 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15991 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387776.000000 Penalty: 91801.890625
Iteration 140F: 27 clusters Score -1.583878e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 183095 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44116 members 
Mstep: Class 6 contains 32520 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27324 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64132 members 
Mstep: Class 12 contains 234237 members 
Mstep: Class 13 contains 28567 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 326798 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 331697 members 
Mstep: Class 19 contains 8223 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 138184 members 
Mstep: Class 22 contains 40180 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16039 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158388288.000000 Penalty: 91801.890625
Iteration 141Q: 27 clusters Score -1.583883e+08 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 182824 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43917 members 
Mstep: Class 6 contains 32748 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27316 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64243 members 
Mstep: Class 12 contains 235031 members 
Mstep: Class 13 contains 28579 members 
Mstep: Class 14 contains 10834 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 326567 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 331326 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 138229 members 
Mstep: Class 22 contains 40198 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16077 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389104.000000 Penalty: 91801.890625
Iteration 142Q: 27 clusters Score -1.583891e+08 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 182570 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43655 members 
Mstep: Class 6 contains 33003 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27289 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64300 members 
Mstep: Class 12 contains 235903 members 
Mstep: Class 13 contains 28582 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 326392 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 331005 members 
Mstep: Class 19 contains 8104 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 138220 members 
Mstep: Class 22 contains 40192 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16109 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390000.000000 Penalty: 91801.890625
Iteration 143Q: 27 clusters Score -1.5839e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 182327 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43433 members 
Mstep: Class 6 contains 33237 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27247 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64365 members 
Mstep: Class 12 contains 236862 members 
Mstep: Class 13 contains 28569 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 326208 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 330647 members 
Mstep: Class 19 contains 8049 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 138207 members 
Mstep: Class 22 contains 40145 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16124 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391120.000000 Penalty: 91801.890625
Iteration 144Q: 27 clusters Score -1.583911e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 182049 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43226 members 
Mstep: Class 6 contains 33473 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27202 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64425 members 
Mstep: Class 12 contains 237885 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 325984 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 330269 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 138200 members 
Mstep: Class 22 contains 40092 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392080.000000 Penalty: 91801.890625
Iteration 145Q: 27 clusters Score -1.583921e+08 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 181777 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43015 members 
Mstep: Class 6 contains 33709 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27153 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64502 members 
Mstep: Class 12 contains 238941 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 325810 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 329896 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 138180 members 
Mstep: Class 22 contains 39950 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16179 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392112.000000 Penalty: 91801.890625
Iteration 146Q: 27 clusters Score -1.583921e+08 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 181460 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42824 members 
Mstep: Class 6 contains 33954 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27095 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64575 members 
Mstep: Class 12 contains 239984 members 
Mstep: Class 13 contains 28554 members 
Mstep: Class 14 contains 10793 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 325715 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 329506 members 
Mstep: Class 19 contains 7901 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 138106 members 
Mstep: Class 22 contains 39828 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16200 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392832.000000 Penalty: 91801.890625
Iteration 147Q: 27 clusters Score -1.583928e+08 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 181088 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34188 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 27043 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64671 members 
Mstep: Class 12 contains 240991 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 10778 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 325719 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 329013 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 138043 members 
Mstep: Class 22 contains 39800 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16206 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393472.000000 Penalty: 91801.890625
Iteration 148Q: 27 clusters Score -1.583935e+08 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 180673 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42434 members 
Mstep: Class 6 contains 34428 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26983 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64774 members 
Mstep: Class 12 contains 241963 members 
Mstep: Class 13 contains 28557 members 
Mstep: Class 14 contains 10765 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 325810 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 328451 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 137948 members 
Mstep: Class 22 contains 39841 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16200 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394000.000000 Penalty: 91801.890625
Iteration 149Q: 27 clusters Score -1.58394e+08 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 180266 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42248 members 
Mstep: Class 6 contains 34722 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26935 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64817 members 
Mstep: Class 12 contains 243044 members 
Mstep: Class 13 contains 28551 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 325823 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 327914 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 137802 members 
Mstep: Class 22 contains 39898 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16159 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395072.000000 Penalty: 91801.890625
Iteration 150Q: 27 clusters Score -1.583951e+08 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 179813 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42062 members 
Mstep: Class 6 contains 35020 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26884 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64853 members 
Mstep: Class 12 contains 244207 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 10740 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 325902 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 327337 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 137671 members 
Mstep: Class 22 contains 39886 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16117 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396224.000000 Penalty: 91801.890625
Iteration 151Q: 27 clusters Score -1.583962e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 179384 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41873 members 
Mstep: Class 6 contains 35321 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26854 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64853 members 
Mstep: Class 12 contains 245317 members 
Mstep: Class 13 contains 28570 members 
Mstep: Class 14 contains 10726 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 325854 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326862 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 137576 members 
Mstep: Class 22 contains 39894 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16077 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396864.000000 Penalty: 91801.890625
Iteration 152Q: 27 clusters Score -1.583969e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 178985 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41733 members 
Mstep: Class 6 contains 35617 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26807 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64895 members 
Mstep: Class 12 contains 246360 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 10718 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 325882 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 326276 members 
Mstep: Class 19 contains 7735 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 137423 members 
Mstep: Class 22 contains 39948 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16052 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397424.000000 Penalty: 91801.890625
Iteration 153Q: 27 clusters Score -1.583974e+08 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 178638 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41623 members 
Mstep: Class 6 contains 35936 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26780 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64924 members 
Mstep: Class 12 contains 247300 members 
Mstep: Class 13 contains 28579 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 325867 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 325639 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 137275 members 
Mstep: Class 22 contains 40060 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 16025 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158398160.000000 Penalty: 91801.890625
Iteration 154Q: 27 clusters Score -1.583982e+08 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 178328 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41496 members 
Mstep: Class 6 contains 36239 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26774 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64973 members 
Mstep: Class 12 contains 248213 members 
Mstep: Class 13 contains 28584 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 325943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 324919 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 137133 members 
Mstep: Class 22 contains 40219 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15952 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158398608.000000 Penalty: 91801.890625
Iteration 155Q: 27 clusters Score -1.583986e+08 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 177976 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41400 members 
Mstep: Class 6 contains 36514 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26768 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65058 members 
Mstep: Class 12 contains 249095 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 10677 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 326031 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 324242 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 136976 members 
Mstep: Class 22 contains 40379 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15887 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158398704.000000 Penalty: 91801.890625
Iteration 156Q: 27 clusters Score -1.583987e+08 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 177599 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 36761 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26751 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65169 members 
Mstep: Class 12 contains 249839 members 
Mstep: Class 13 contains 28581 members 
Mstep: Class 14 contains 10666 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 326298 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 323535 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 136816 members 
Mstep: Class 22 contains 40563 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399264.000000 Penalty: 91801.890625
Iteration 157Q: 27 clusters Score -1.583993e+08 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 177162 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41287 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26724 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65258 members 
Mstep: Class 12 contains 250579 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 10660 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 326584 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 322847 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 136646 members 
Mstep: Class 22 contains 40738 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15751 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399648.000000 Penalty: 91801.890625
Iteration 158Q: 27 clusters Score -1.583996e+08 nChanged 5974
Entering ConstructFrom: 
Score: -158399648.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (26122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Entering Unmasked Estep 
Score: -2822784.250000 Penalty: 2522.292236
	Iteration 0F: 2 clusters Score -2822784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2804782.750000 Penalty: 5044.584473
	Iteration 0F: 3 clusters Score -2804783 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2811043.750000 Penalty: 5044.584473
	Iteration 1F: 3 clusters Score -2811044 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2811444.500000 Penalty: 5044.584473
	Iteration 2Q: 3 clusters Score -2811444 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2811749.000000 Penalty: 5044.584473
	Iteration 3Q: 3 clusters Score -2811749 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2812061.750000 Penalty: 5044.584473
	Iteration 4Q: 3 clusters Score -2812062 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2812368.750000 Penalty: 5044.584473
	Iteration 5Q: 3 clusters Score -2812369 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2812725.500000 Penalty: 5044.584473
	Iteration 6Q: 3 clusters Score -2812726 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2813127.250000 Penalty: 5044.584473
	Iteration 7Q: 3 clusters Score -2813127 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2813685.250000 Penalty: 5044.584473
	Iteration 8Q: 3 clusters Score -2813685 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2814450.250000 Penalty: 5044.584473
	Iteration 9Q: 3 clusters Score -2814450 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2815491.750000 Penalty: 5044.584473
	Iteration 10Q: 3 clusters Score -2815492 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2816631.250000 Penalty: 5044.584473
	Iteration 11F: 3 clusters Score -2816631 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2817601.000000 Penalty: 5044.584473
	Iteration 12Q: 3 clusters Score -2817601 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2818338.000000 Penalty: 5044.584473
	Iteration 13Q: 3 clusters Score -2818338 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2818902.750000 Penalty: 5044.584473
	Iteration 14Q: 3 clusters Score -2818903 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2819394.500000 Penalty: 5044.584473
	Iteration 15Q: 3 clusters Score -2819394 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2819703.500000 Penalty: 5044.584473
	Iteration 16Q: 3 clusters Score -2819704 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2819876.750000 Penalty: 5044.584473
	Iteration 17Q: 3 clusters Score -2819877 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2819992.000000 Penalty: 5044.584473
	Iteration 18Q: 3 clusters Score -2819992 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2820092.500000 Penalty: 5044.584473
	Iteration 19Q: 3 clusters Score -2820092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2820172.750000 Penalty: 5044.584473
	Iteration 20F: 3 clusters Score -2820173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2820252.000000 Penalty: 5044.584473
	Iteration 21Q: 3 clusters Score -2820252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2820306.500000 Penalty: 5044.584473
	Iteration 22Q: 3 clusters Score -2820306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2820340.750000 Penalty: 5044.584473
	Iteration 23Q: 3 clusters Score -2820341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2820404.000000 Penalty: 5044.584473
	Iteration 24Q: 3 clusters Score -2820404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2820429.500000 Penalty: 5044.584473
	Iteration 25Q: 3 clusters Score -2820430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2820450.250000 Penalty: 5044.584473
	Iteration 26Q: 3 clusters Score -2820450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2820473.500000 Penalty: 5044.584473
	Iteration 27Q: 3 clusters Score -2820474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2820504.000000 Penalty: 5044.584473
	Iteration 28Q: 3 clusters Score -2820504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2820514.250000 Penalty: 5044.584473
	Iteration 29Q: 3 clusters Score -2820514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2820526.500000 Penalty: 5044.584473
	Iteration 30Q: 3 clusters Score -2820526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2820541.250000 Penalty: 5044.584473
	Iteration 31Q: 3 clusters Score -2820541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2820557.500000 Penalty: 5044.584473
	Iteration 32Q: 3 clusters Score -2820558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2820576.500000 Penalty: 5044.584473
	Iteration 33Q: 3 clusters Score -2820576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2820582.500000 Penalty: 5044.584473
	Iteration 34Q: 3 clusters Score -2820582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2820595.250000 Penalty: 5044.584473
	Iteration 35Q: 3 clusters Score -2820595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2820595.250000 Penalty: 5044.584473
	Iteration 36Q: 3 clusters Score -2820595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2820600.000000 Penalty: 5044.584473
	Iteration 37Q: 3 clusters Score -2820600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2820601.250000 Penalty: 5044.584473
	Iteration 38Q: 3 clusters Score -2820601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2820602.750000 Penalty: 5044.584473
	Iteration 39Q: 3 clusters Score -2820603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2820604.750000 Penalty: 5044.584473
	Iteration 40F: 3 clusters Score -2820605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2820605.000000 Penalty: 5044.584473
	Iteration 41Q: 3 clusters Score -2820605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2820605.000000 Penalty: 5044.584473
	Iteration 42F: 3 clusters Score -2820605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -106130.390625 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -106130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104095.898438 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -104095.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104395.312500 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -104395.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104498.820312 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -104498.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104549.179688 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -104549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104589.578125 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -104589.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104621.859375 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -104621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104640.570312 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -104640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104652.000000 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -104652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -104660.476562 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -104660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104668.890625 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -104668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104671.773438 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -104671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104676.867188 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -104676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104682.046875 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -104682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104690.226562 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -104690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -104694.187500 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -104694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -104694.187500 Penalty: 3473.971191
	Iteration 15F: 3 clusters Score -104694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Entering Unmasked Estep 
Score: -18893404.000000 Penalty: 2996.419922
	Iteration 0F: 2 clusters Score -1.88934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -18774590.000000 Penalty: 5992.839844
	Iteration 0F: 3 clusters Score -1.877459e+07 nChanged 85161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -18824384.000000 Penalty: 5992.839844
	Iteration 1F: 3 clusters Score -1.882438e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -18825408.000000 Penalty: 5992.839844
	Iteration 2Q: 3 clusters Score -1.882541e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -18826604.000000 Penalty: 5992.839844
	Iteration 3Q: 3 clusters Score -1.88266e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -18827884.000000 Penalty: 5992.839844
	Iteration 4Q: 3 clusters Score -1.882788e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -18829712.000000 Penalty: 5992.839844
	Iteration 5Q: 3 clusters Score -1.882971e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -18831978.000000 Penalty: 5992.839844
	Iteration 6Q: 3 clusters Score -1.883198e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -18835048.000000 Penalty: 5992.839844
	Iteration 7Q: 3 clusters Score -1.883505e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -18839702.000000 Penalty: 5992.839844
	Iteration 8Q: 3 clusters Score -1.88397e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -18846428.000000 Penalty: 5992.839844
	Iteration 9F: 3 clusters Score -1.884643e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -18855718.000000 Penalty: 5992.839844
	Iteration 10F: 3 clusters Score -1.885572e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 124708 members 
Entering Unmasked Estep 
Score: -18864646.000000 Penalty: 5992.839844
	Iteration 11F: 3 clusters Score -1.886465e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -18870422.000000 Penalty: 5992.839844
	Iteration 12Q: 3 clusters Score -1.887042e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -18873382.000000 Penalty: 5992.839844
	Iteration 13Q: 3 clusters Score -1.887338e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 135199 members 
Entering Unmasked Estep 
Score: -18875020.000000 Penalty: 5992.839844
	Iteration 14Q: 3 clusters Score -1.887502e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -18876290.000000 Penalty: 5992.839844
	Iteration 15Q: 3 clusters Score -1.887629e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 140230 members 
Entering Unmasked Estep 
Score: -18877438.000000 Penalty: 5992.839844
	Iteration 16Q: 3 clusters Score -1.887744e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -18878526.000000 Penalty: 5992.839844
	Iteration 17Q: 3 clusters Score -1.887853e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -18879424.000000 Penalty: 5992.839844
	Iteration 18Q: 3 clusters Score -1.887942e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -18880278.000000 Penalty: 5992.839844
	Iteration 19Q: 3 clusters Score -1.888028e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -18881102.000000 Penalty: 5992.839844
	Iteration 20F: 3 clusters Score -1.88811e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 151372 members 
Entering Unmasked Estep 
Score: -18881984.000000 Penalty: 5992.839844
	Iteration 21Q: 3 clusters Score -1.888198e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -18882674.000000 Penalty: 5992.839844
	Iteration 22Q: 3 clusters Score -1.888267e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 155612 members 
Entering Unmasked Estep 
Score: -18883472.000000 Penalty: 5992.839844
	Iteration 23Q: 3 clusters Score -1.888347e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -18884232.000000 Penalty: 5992.839844
	Iteration 24Q: 3 clusters Score -1.888423e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -18884956.000000 Penalty: 5992.839844
	Iteration 25Q: 3 clusters Score -1.888496e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -18885678.000000 Penalty: 5992.839844
	Iteration 26Q: 3 clusters Score -1.888568e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 163137 members 
Entering Unmasked Estep 
Score: -18886446.000000 Penalty: 5992.839844
	Iteration 27Q: 3 clusters Score -1.888645e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -18887012.000000 Penalty: 5992.839844
	Iteration 28Q: 3 clusters Score -1.888701e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 166227 members 
Entering Unmasked Estep 
Score: -18887568.000000 Penalty: 5992.839844
	Iteration 29Q: 3 clusters Score -1.888757e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 167578 members 
Entering Unmasked Estep 
Score: -18888260.000000 Penalty: 5992.839844
	Iteration 30Q: 3 clusters Score -1.888826e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -18888716.000000 Penalty: 5992.839844
	Iteration 31Q: 3 clusters Score -1.888872e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 169740 members 
Entering Unmasked Estep 
Score: -18889124.000000 Penalty: 5992.839844
	Iteration 32Q: 3 clusters Score -1.888912e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -18889414.000000 Penalty: 5992.839844
	Iteration 33Q: 3 clusters Score -1.888941e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -18889642.000000 Penalty: 5992.839844
	Iteration 34Q: 3 clusters Score -1.888964e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -18889846.000000 Penalty: 5992.839844
	Iteration 35Q: 3 clusters Score -1.888985e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 172587 members 
Entering Unmasked Estep 
Score: -18890024.000000 Penalty: 5992.839844
	Iteration 36Q: 3 clusters Score -1.889002e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 173055 members 
Entering Unmasked Estep 
Score: -18890228.000000 Penalty: 5992.839844
	Iteration 37Q: 3 clusters Score -1.889023e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -18890340.000000 Penalty: 5992.839844
	Iteration 38Q: 3 clusters Score -1.889034e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
Score: -18890428.000000 Penalty: 5992.839844
	Iteration 39Q: 3 clusters Score -1.889043e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -18890488.000000 Penalty: 5992.839844
	Iteration 40F: 3 clusters Score -1.889049e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -18890552.000000 Penalty: 5992.839844
	Iteration 41Q: 3 clusters Score -1.889055e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 174310 members 
Entering Unmasked Estep 
Score: -18890572.000000 Penalty: 5992.839844
	Iteration 42Q: 3 clusters Score -1.889057e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -18890628.000000 Penalty: 5992.839844
	Iteration 43Q: 3 clusters Score -1.889063e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 174538 members 
Entering Unmasked Estep 
Score: -18890618.000000 Penalty: 5992.839844
	Iteration 44Q: 3 clusters Score -1.889062e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -18890604.000000 Penalty: 5992.839844
	Iteration 45Q: 3 clusters Score -1.88906e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -18890610.000000 Penalty: 5992.839844
	Iteration 46Q: 3 clusters Score -1.889061e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 174724 members 
Entering Unmasked Estep 
Score: -18890628.000000 Penalty: 5992.839844
	Iteration 47Q: 3 clusters Score -1.889063e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 174780 members 
Entering Unmasked Estep 
Score: -18890664.000000 Penalty: 5992.839844
	Iteration 48Q: 3 clusters Score -1.889066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -18890684.000000 Penalty: 5992.839844
	Iteration 49Q: 3 clusters Score -1.889068e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -18890702.000000 Penalty: 5992.839844
	Iteration 50Q: 3 clusters Score -1.88907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -18890686.000000 Penalty: 5992.839844
	Iteration 51Q: 3 clusters Score -1.889069e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -18890684.000000 Penalty: 5992.839844
	Iteration 52Q: 3 clusters Score -1.889068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -18890704.000000 Penalty: 5992.839844
	Iteration 53Q: 3 clusters Score -1.88907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 174990 members 
Entering Unmasked Estep 
Score: -18890720.000000 Penalty: 5992.839844
	Iteration 54Q: 3 clusters Score -1.889072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 175021 members 
Entering Unmasked Estep 
Score: -18890742.000000 Penalty: 5992.839844
	Iteration 55Q: 3 clusters Score -1.889074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 175049 members 
Entering Unmasked Estep 
Score: -18890768.000000 Penalty: 5992.839844
	Iteration 56Q: 3 clusters Score -1.889077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -18890768.000000 Penalty: 5992.839844
	Iteration 57Q: 3 clusters Score -1.889077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -18890776.000000 Penalty: 5992.839844
	Iteration 58Q: 3 clusters Score -1.889078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -18890780.000000 Penalty: 5992.839844
	Iteration 59Q: 3 clusters Score -1.889078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -18890764.000000 Penalty: 5992.839844
	Iteration 60F: 3 clusters Score -1.889076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -18890756.000000 Penalty: 5992.839844
	Iteration 61Q: 3 clusters Score -1.889076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 175166 members 
Entering Unmasked Estep 
Score: -18890800.000000 Penalty: 5992.839844
	Iteration 62Q: 3 clusters Score -1.88908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -18890794.000000 Penalty: 5992.839844
	Iteration 63Q: 3 clusters Score -1.889079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 175200 members 
Entering Unmasked Estep 
Score: -18890822.000000 Penalty: 5992.839844
	Iteration 64Q: 3 clusters Score -1.889082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -18890810.000000 Penalty: 5992.839844
	Iteration 65Q: 3 clusters Score -1.889081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -18890800.000000 Penalty: 5992.839844
	Iteration 66Q: 3 clusters Score -1.88908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -18890824.000000 Penalty: 5992.839844
	Iteration 67Q: 3 clusters Score -1.889082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -18890826.000000 Penalty: 5992.839844
	Iteration 68Q: 3 clusters Score -1.889083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 175257 members 
Entering Unmasked Estep 
Score: -18890834.000000 Penalty: 5992.839844
	Iteration 69Q: 3 clusters Score -1.889083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -18890840.000000 Penalty: 5992.839844
	Iteration 70Q: 3 clusters Score -1.889084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 175289 members 
Entering Unmasked Estep 
Score: -18890856.000000 Penalty: 5992.839844
	Iteration 71Q: 3 clusters Score -1.889086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 175307 members 
Entering Unmasked Estep 
Score: -18890850.000000 Penalty: 5992.839844
	Iteration 72Q: 3 clusters Score -1.889085e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 175335 members 
Entering Unmasked Estep 
Score: -18890854.000000 Penalty: 5992.839844
	Iteration 73Q: 3 clusters Score -1.889085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -18890874.000000 Penalty: 5992.839844
	Iteration 74Q: 3 clusters Score -1.889087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 175352 members 
Entering Unmasked Estep 
Score: -18890880.000000 Penalty: 5992.839844
	Iteration 75Q: 3 clusters Score -1.889088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -18890880.000000 Penalty: 5992.839844
	Iteration 76Q: 3 clusters Score -1.889088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -18890892.000000 Penalty: 5992.839844
	Iteration 77Q: 3 clusters Score -1.889089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -18890894.000000 Penalty: 5992.839844
	Iteration 78Q: 3 clusters Score -1.889089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -18890910.000000 Penalty: 5992.839844
	Iteration 79Q: 3 clusters Score -1.889091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 175389 members 
Entering Unmasked Estep 
Score: -18890888.000000 Penalty: 5992.839844
	Iteration 80F: 3 clusters Score -1.889089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -18890902.000000 Penalty: 5992.839844
	Iteration 81Q: 3 clusters Score -1.88909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -18890920.000000 Penalty: 5992.839844
	Iteration 82Q: 3 clusters Score -1.889092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 175411 members 
Entering Unmasked Estep 
Score: -18890912.000000 Penalty: 5992.839844
	Iteration 83Q: 3 clusters Score -1.889091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -18890924.000000 Penalty: 5992.839844
	Iteration 84Q: 3 clusters Score -1.889092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -18890938.000000 Penalty: 5992.839844
	Iteration 85Q: 3 clusters Score -1.889094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -18890908.000000 Penalty: 5992.839844
	Iteration 86Q: 3 clusters Score -1.889091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -18890922.000000 Penalty: 5992.839844
	Iteration 87Q: 3 clusters Score -1.889092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -18890940.000000 Penalty: 5992.839844
	Iteration 88Q: 3 clusters Score -1.889094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -18890936.000000 Penalty: 5992.839844
	Iteration 89Q: 3 clusters Score -1.889094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -18890926.000000 Penalty: 5992.839844
	Iteration 90Q: 3 clusters Score -1.889093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -18890924.000000 Penalty: 5992.839844
	Iteration 91Q: 3 clusters Score -1.889092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 175479 members 
Entering Unmasked Estep 
Score: -18890920.000000 Penalty: 5992.839844
	Iteration 92Q: 3 clusters Score -1.889092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 175480 members 
Entering Unmasked Estep 
Score: -18890930.000000 Penalty: 5992.839844
	Iteration 93Q: 3 clusters Score -1.889093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -18890930.000000 Penalty: 5992.839844
	Iteration 94Q: 3 clusters Score -1.889093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -18890938.000000 Penalty: 5992.839844
	Iteration 95Q: 3 clusters Score -1.889094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 175489 members 
Entering Unmasked Estep 
Score: -18890950.000000 Penalty: 5992.839844
	Iteration 96Q: 3 clusters Score -1.889095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 175492 members 
Entering Unmasked Estep 
Score: -18890946.000000 Penalty: 5992.839844
	Iteration 97Q: 3 clusters Score -1.889095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 175493 members 
Entering Unmasked Estep 
Score: -18890942.000000 Penalty: 5992.839844
	Iteration 98Q: 3 clusters Score -1.889094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 175493 members 
Entering Unmasked Estep 
Score: -18890948.000000 Penalty: 5992.839844
	Iteration 99Q: 3 clusters Score -1.889095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 175494 members 
Entering Unmasked Estep 
Score: -18890942.000000 Penalty: 5992.839844
	Iteration 100F: 3 clusters Score -1.889094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 175494 members 
Entering Unmasked Estep 
Score: -18890948.000000 Penalty: 5992.839844
	Iteration 101Q: 3 clusters Score -1.889095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 175494 members 
Entering Unmasked Estep 
Score: -18890948.000000 Penalty: 5992.839844
	Iteration 102F: 3 clusters Score -1.889095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -18280.779297 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -18280.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17104.925781 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -17104.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17156.458984 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -17156.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17162.753906 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -17162.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17177.052734 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -17177.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17182.191406 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -17182.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17185.142578 Penalty: 2679.728027
	Iteration 5Q: 3 clusters Score -17185.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17185.142578 Penalty: 2679.728027
	Iteration 6F: 3 clusters Score -17185.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Entering Unmasked Estep 
Score: -4455807.500000 Penalty: 2635.482422
	Iteration 0F: 2 clusters Score -4455808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4428059.500000 Penalty: 5270.964844
	Iteration 0F: 3 clusters Score -4428060 nChanged 18886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4438431.000000 Penalty: 5270.964844
	Iteration 1F: 3 clusters Score -4438431 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4439217.500000 Penalty: 5270.964844
	Iteration 2Q: 3 clusters Score -4439218 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4440155.000000 Penalty: 5270.964844
	Iteration 3Q: 3 clusters Score -4440155 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4441201.000000 Penalty: 5270.964844
	Iteration 4Q: 3 clusters Score -4441201 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4442382.500000 Penalty: 5270.964844
	Iteration 5Q: 3 clusters Score -4442382 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4443747.000000 Penalty: 5270.964844
	Iteration 6F: 3 clusters Score -4443747 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -4445144.500000 Penalty: 5270.964844
	Iteration 7F: 3 clusters Score -4445144 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4446483.500000 Penalty: 5270.964844
	Iteration 8Q: 3 clusters Score -4446484 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4447775.000000 Penalty: 5270.964844
	Iteration 9Q: 3 clusters Score -4447775 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4448837.000000 Penalty: 5270.964844
	Iteration 10Q: 3 clusters Score -4448837 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4449697.500000 Penalty: 5270.964844
	Iteration 11Q: 3 clusters Score -4449698 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4450413.500000 Penalty: 5270.964844
	Iteration 12Q: 3 clusters Score -4450414 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4451011.000000 Penalty: 5270.964844
	Iteration 13Q: 3 clusters Score -4451011 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4451531.500000 Penalty: 5270.964844
	Iteration 14Q: 3 clusters Score -4451532 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4451990.500000 Penalty: 5270.964844
	Iteration 15Q: 3 clusters Score -4451990 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -4452353.000000 Penalty: 5270.964844
	Iteration 16Q: 3 clusters Score -4452353 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4452628.000000 Penalty: 5270.964844
	Iteration 17Q: 3 clusters Score -4452628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -4452822.500000 Penalty: 5270.964844
	Iteration 18Q: 3 clusters Score -4452822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4453019.000000 Penalty: 5270.964844
	Iteration 19Q: 3 clusters Score -4453019 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4453134.000000 Penalty: 5270.964844
	Iteration 20F: 3 clusters Score -4453134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -4453217.500000 Penalty: 5270.964844
	Iteration 21Q: 3 clusters Score -4453218 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4453288.000000 Penalty: 5270.964844
	Iteration 22Q: 3 clusters Score -4453288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -4453332.500000 Penalty: 5270.964844
	Iteration 23Q: 3 clusters Score -4453332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -4453364.500000 Penalty: 5270.964844
	Iteration 24Q: 3 clusters Score -4453364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4453385.500000 Penalty: 5270.964844
	Iteration 25Q: 3 clusters Score -4453386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4453418.500000 Penalty: 5270.964844
	Iteration 26Q: 3 clusters Score -4453418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4453448.000000 Penalty: 5270.964844
	Iteration 27Q: 3 clusters Score -4453448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4453472.500000 Penalty: 5270.964844
	Iteration 28Q: 3 clusters Score -4453472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -4453495.000000 Penalty: 5270.964844
	Iteration 29Q: 3 clusters Score -4453495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4453510.000000 Penalty: 5270.964844
	Iteration 30Q: 3 clusters Score -4453510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -4453529.500000 Penalty: 5270.964844
	Iteration 31Q: 3 clusters Score -4453530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -4453544.000000 Penalty: 5270.964844
	Iteration 32Q: 3 clusters Score -4453544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -4453565.500000 Penalty: 5270.964844
	Iteration 33Q: 3 clusters Score -4453566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4453582.000000 Penalty: 5270.964844
	Iteration 34Q: 3 clusters Score -4453582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4453582.500000 Penalty: 5270.964844
	Iteration 35Q: 3 clusters Score -4453582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -4453596.500000 Penalty: 5270.964844
	Iteration 36Q: 3 clusters Score -4453596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -4453599.500000 Penalty: 5270.964844
	Iteration 37Q: 3 clusters Score -4453600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -4453609.000000 Penalty: 5270.964844
	Iteration 38Q: 3 clusters Score -4453609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4453617.500000 Penalty: 5270.964844
	Iteration 39Q: 3 clusters Score -4453618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -4453618.500000 Penalty: 5270.964844
	Iteration 40F: 3 clusters Score -4453618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -4453613.500000 Penalty: 5270.964844
	Iteration 41Q: 3 clusters Score -4453614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -4453614.000000 Penalty: 5270.964844
	Iteration 42Q: 3 clusters Score -4453614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4453614.000000 Penalty: 5270.964844
	Iteration 43Q: 3 clusters Score -4453614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -4453618.500000 Penalty: 5270.964844
	Iteration 44Q: 3 clusters Score -4453618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4453619.000000 Penalty: 5270.964844
	Iteration 45Q: 3 clusters Score -4453619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4453619.000000 Penalty: 5270.964844
	Iteration 46F: 3 clusters Score -4453619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Entering Unmasked Estep 
Score: -3770060.500000 Penalty: 2610.447510
	Iteration 0F: 2 clusters Score -3770060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3744704.250000 Penalty: 5220.895020
	Iteration 0F: 3 clusters Score -3744704 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3754095.500000 Penalty: 5220.895020
	Iteration 1F: 3 clusters Score -3754096 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3754533.000000 Penalty: 5220.895020
	Iteration 2Q: 3 clusters Score -3754533 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3754919.750000 Penalty: 5220.895020
	Iteration 3Q: 3 clusters Score -3754920 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3755312.750000 Penalty: 5220.895020
	Iteration 4Q: 3 clusters Score -3755313 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3755752.250000 Penalty: 5220.895020
	Iteration 5Q: 3 clusters Score -3755752 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3756266.750000 Penalty: 5220.895020
	Iteration 6Q: 3 clusters Score -3756267 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3756828.000000 Penalty: 5220.895020
	Iteration 7Q: 3 clusters Score -3756828 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3757358.000000 Penalty: 5220.895020
	Iteration 8Q: 3 clusters Score -3757358 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3757930.750000 Penalty: 5220.895020
	Iteration 9Q: 3 clusters Score -3757931 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3758580.750000 Penalty: 5220.895020
	Iteration 10Q: 3 clusters Score -3758581 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3759380.750000 Penalty: 5220.895020
	Iteration 11Q: 3 clusters Score -3759381 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3760428.500000 Penalty: 5220.895020
	Iteration 12Q: 3 clusters Score -3760428 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3761783.500000 Penalty: 5220.895020
	Iteration 13F: 3 clusters Score -3761784 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3763226.250000 Penalty: 5220.895020
	Iteration 14F: 3 clusters Score -3763226 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3764524.750000 Penalty: 5220.895020
	Iteration 15Q: 3 clusters Score -3764525 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3765358.500000 Penalty: 5220.895020
	Iteration 16Q: 3 clusters Score -3765358 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3765910.500000 Penalty: 5220.895020
	Iteration 17Q: 3 clusters Score -3765910 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3766185.250000 Penalty: 5220.895020
	Iteration 18Q: 3 clusters Score -3766185 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3766376.750000 Penalty: 5220.895020
	Iteration 19Q: 3 clusters Score -3766377 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3766487.000000 Penalty: 5220.895020
	Iteration 20F: 3 clusters Score -3766487 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3766571.500000 Penalty: 5220.895020
	Iteration 21Q: 3 clusters Score -3766572 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3766632.500000 Penalty: 5220.895020
	Iteration 22Q: 3 clusters Score -3766632 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3766678.000000 Penalty: 5220.895020
	Iteration 23Q: 3 clusters Score -3766678 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3766732.250000 Penalty: 5220.895020
	Iteration 24Q: 3 clusters Score -3766732 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3766789.500000 Penalty: 5220.895020
	Iteration 25Q: 3 clusters Score -3766790 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3766832.500000 Penalty: 5220.895020
	Iteration 26Q: 3 clusters Score -3766832 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3766879.500000 Penalty: 5220.895020
	Iteration 27Q: 3 clusters Score -3766880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3766929.250000 Penalty: 5220.895020
	Iteration 28Q: 3 clusters Score -3766929 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3766970.500000 Penalty: 5220.895020
	Iteration 29Q: 3 clusters Score -3766970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3767013.750000 Penalty: 5220.895020
	Iteration 30Q: 3 clusters Score -3767014 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3767045.750000 Penalty: 5220.895020
	Iteration 31Q: 3 clusters Score -3767046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3767075.500000 Penalty: 5220.895020
	Iteration 32Q: 3 clusters Score -3767076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3767102.500000 Penalty: 5220.895020
	Iteration 33Q: 3 clusters Score -3767102 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3767138.500000 Penalty: 5220.895020
	Iteration 34Q: 3 clusters Score -3767138 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3767176.250000 Penalty: 5220.895020
	Iteration 35Q: 3 clusters Score -3767176 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3767211.000000 Penalty: 5220.895020
	Iteration 36Q: 3 clusters Score -3767211 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3767237.500000 Penalty: 5220.895020
	Iteration 37Q: 3 clusters Score -3767238 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3767264.750000 Penalty: 5220.895020
	Iteration 38Q: 3 clusters Score -3767265 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3767302.500000 Penalty: 5220.895020
	Iteration 39Q: 3 clusters Score -3767302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3767321.000000 Penalty: 5220.895020
	Iteration 40F: 3 clusters Score -3767321 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3767367.750000 Penalty: 5220.895020
	Iteration 41Q: 3 clusters Score -3767368 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3767386.250000 Penalty: 5220.895020
	Iteration 42Q: 3 clusters Score -3767386 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3767405.250000 Penalty: 5220.895020
	Iteration 43Q: 3 clusters Score -3767405 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3767432.000000 Penalty: 5220.895020
	Iteration 44Q: 3 clusters Score -3767432 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3767448.750000 Penalty: 5220.895020
	Iteration 45Q: 3 clusters Score -3767449 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3767477.000000 Penalty: 5220.895020
	Iteration 46Q: 3 clusters Score -3767477 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3767485.250000 Penalty: 5220.895020
	Iteration 47Q: 3 clusters Score -3767485 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3767513.750000 Penalty: 5220.895020
	Iteration 48Q: 3 clusters Score -3767514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3767519.500000 Penalty: 5220.895020
	Iteration 49Q: 3 clusters Score -3767520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3767531.250000 Penalty: 5220.895020
	Iteration 50Q: 3 clusters Score -3767531 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3767552.250000 Penalty: 5220.895020
	Iteration 51Q: 3 clusters Score -3767552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3767568.750000 Penalty: 5220.895020
	Iteration 52Q: 3 clusters Score -3767569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3767577.750000 Penalty: 5220.895020
	Iteration 53Q: 3 clusters Score -3767578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3767588.500000 Penalty: 5220.895020
	Iteration 54Q: 3 clusters Score -3767588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3767585.000000 Penalty: 5220.895020
	Iteration 55Q: 3 clusters Score -3767585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3767595.000000 Penalty: 5220.895020
	Iteration 56Q: 3 clusters Score -3767595 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3767603.250000 Penalty: 5220.895020
	Iteration 57Q: 3 clusters Score -3767603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3767605.500000 Penalty: 5220.895020
	Iteration 58Q: 3 clusters Score -3767606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3767615.750000 Penalty: 5220.895020
	Iteration 59Q: 3 clusters Score -3767616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3767615.500000 Penalty: 5220.895020
	Iteration 60F: 3 clusters Score -3767616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3767641.000000 Penalty: 5220.895020
	Iteration 61Q: 3 clusters Score -3767641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3767652.500000 Penalty: 5220.895020
	Iteration 62Q: 3 clusters Score -3767652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3767675.750000 Penalty: 5220.895020
	Iteration 63Q: 3 clusters Score -3767676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3767680.250000 Penalty: 5220.895020
	Iteration 64Q: 3 clusters Score -3767680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3767699.250000 Penalty: 5220.895020
	Iteration 65Q: 3 clusters Score -3767699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3767716.750000 Penalty: 5220.895020
	Iteration 66Q: 3 clusters Score -3767717 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3767728.250000 Penalty: 5220.895020
	Iteration 67Q: 3 clusters Score -3767728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3767741.750000 Penalty: 5220.895020
	Iteration 68Q: 3 clusters Score -3767742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3767746.000000 Penalty: 5220.895020
	Iteration 69Q: 3 clusters Score -3767746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3767764.000000 Penalty: 5220.895020
	Iteration 70Q: 3 clusters Score -3767764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3767774.750000 Penalty: 5220.895020
	Iteration 71Q: 3 clusters Score -3767775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3767785.250000 Penalty: 5220.895020
	Iteration 72Q: 3 clusters Score -3767785 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3767792.500000 Penalty: 5220.895020
	Iteration 73Q: 3 clusters Score -3767792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3767808.500000 Penalty: 5220.895020
	Iteration 74Q: 3 clusters Score -3767808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3767827.750000 Penalty: 5220.895020
	Iteration 75Q: 3 clusters Score -3767828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3767835.500000 Penalty: 5220.895020
	Iteration 76Q: 3 clusters Score -3767836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3767840.250000 Penalty: 5220.895020
	Iteration 77Q: 3 clusters Score -3767840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3767851.750000 Penalty: 5220.895020
	Iteration 78Q: 3 clusters Score -3767852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3767853.250000 Penalty: 5220.895020
	Iteration 79Q: 3 clusters Score -3767853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3767866.250000 Penalty: 5220.895020
	Iteration 80F: 3 clusters Score -3767866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3767875.250000 Penalty: 5220.895020
	Iteration 81Q: 3 clusters Score -3767875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3767890.250000 Penalty: 5220.895020
	Iteration 82Q: 3 clusters Score -3767890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3767888.250000 Penalty: 5220.895020
	Iteration 83Q: 3 clusters Score -3767888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3767902.000000 Penalty: 5220.895020
	Iteration 84Q: 3 clusters Score -3767902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3767902.750000 Penalty: 5220.895020
	Iteration 85Q: 3 clusters Score -3767903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3767924.500000 Penalty: 5220.895020
	Iteration 86Q: 3 clusters Score -3767924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3767937.250000 Penalty: 5220.895020
	Iteration 87Q: 3 clusters Score -3767937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3767943.250000 Penalty: 5220.895020
	Iteration 88Q: 3 clusters Score -3767943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3767936.500000 Penalty: 5220.895020
	Iteration 89Q: 3 clusters Score -3767936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3767945.250000 Penalty: 5220.895020
	Iteration 90Q: 3 clusters Score -3767945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3767958.250000 Penalty: 5220.895020
	Iteration 91Q: 3 clusters Score -3767958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3767958.000000 Penalty: 5220.895020
	Iteration 92Q: 3 clusters Score -3767958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3767971.750000 Penalty: 5220.895020
	Iteration 93Q: 3 clusters Score -3767972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3767977.250000 Penalty: 5220.895020
	Iteration 94Q: 3 clusters Score -3767977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3767978.500000 Penalty: 5220.895020
	Iteration 95Q: 3 clusters Score -3767978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3767983.000000 Penalty: 5220.895020
	Iteration 96Q: 3 clusters Score -3767983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3768002.250000 Penalty: 5220.895020
	Iteration 97Q: 3 clusters Score -3768002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3768001.500000 Penalty: 5220.895020
	Iteration 98Q: 3 clusters Score -3768002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3768005.500000 Penalty: 5220.895020
	Iteration 99Q: 3 clusters Score -3768006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3768004.250000 Penalty: 5220.895020
	Iteration 100F: 3 clusters Score -3768004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3768009.250000 Penalty: 5220.895020
	Iteration 101Q: 3 clusters Score -3768009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3768017.500000 Penalty: 5220.895020
	Iteration 102Q: 3 clusters Score -3768018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3768026.750000 Penalty: 5220.895020
	Iteration 103Q: 3 clusters Score -3768027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3768034.000000 Penalty: 5220.895020
	Iteration 104Q: 3 clusters Score -3768034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3768032.500000 Penalty: 5220.895020
	Iteration 105Q: 3 clusters Score -3768032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3768045.750000 Penalty: 5220.895020
	Iteration 106Q: 3 clusters Score -3768046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3768048.500000 Penalty: 5220.895020
	Iteration 107Q: 3 clusters Score -3768048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3768057.500000 Penalty: 5220.895020
	Iteration 108Q: 3 clusters Score -3768058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3768061.500000 Penalty: 5220.895020
	Iteration 109Q: 3 clusters Score -3768062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3768063.750000 Penalty: 5220.895020
	Iteration 110Q: 3 clusters Score -3768064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3768066.250000 Penalty: 5220.895020
	Iteration 111Q: 3 clusters Score -3768066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3768064.500000 Penalty: 5220.895020
	Iteration 112Q: 3 clusters Score -3768064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3768069.750000 Penalty: 5220.895020
	Iteration 113Q: 3 clusters Score -3768070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3768078.500000 Penalty: 5220.895020
	Iteration 114Q: 3 clusters Score -3768078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3768085.500000 Penalty: 5220.895020
	Iteration 115Q: 3 clusters Score -3768086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3768086.750000 Penalty: 5220.895020
	Iteration 116Q: 3 clusters Score -3768087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3768092.000000 Penalty: 5220.895020
	Iteration 117Q: 3 clusters Score -3768092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3768095.500000 Penalty: 5220.895020
	Iteration 118Q: 3 clusters Score -3768096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3768085.000000 Penalty: 5220.895020
	Iteration 119Q: 3 clusters Score -3768085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3768090.250000 Penalty: 5220.895020
	Iteration 120F: 3 clusters Score -3768090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3768095.000000 Penalty: 5220.895020
	Iteration 121Q: 3 clusters Score -3768095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3768091.250000 Penalty: 5220.895020
	Iteration 122Q: 3 clusters Score -3768091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3768098.750000 Penalty: 5220.895020
	Iteration 123Q: 3 clusters Score -3768099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3768100.250000 Penalty: 5220.895020
	Iteration 124Q: 3 clusters Score -3768100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3768103.250000 Penalty: 5220.895020
	Iteration 125Q: 3 clusters Score -3768103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3768104.750000 Penalty: 5220.895020
	Iteration 126Q: 3 clusters Score -3768105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3768108.000000 Penalty: 5220.895020
	Iteration 127Q: 3 clusters Score -3768108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3768105.250000 Penalty: 5220.895020
	Iteration 128Q: 3 clusters Score -3768105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3768107.250000 Penalty: 5220.895020
	Iteration 129Q: 3 clusters Score -3768107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3768116.750000 Penalty: 5220.895020
	Iteration 130Q: 3 clusters Score -3768117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3768110.500000 Penalty: 5220.895020
	Iteration 131Q: 3 clusters Score -3768110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3768116.000000 Penalty: 5220.895020
	Iteration 132Q: 3 clusters Score -3768116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3768117.000000 Penalty: 5220.895020
	Iteration 133Q: 3 clusters Score -3768117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3768118.500000 Penalty: 5220.895020
	Iteration 134Q: 3 clusters Score -3768118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3768123.250000 Penalty: 5220.895020
	Iteration 135Q: 3 clusters Score -3768123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3768124.250000 Penalty: 5220.895020
	Iteration 136Q: 3 clusters Score -3768124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3768122.750000 Penalty: 5220.895020
	Iteration 137Q: 3 clusters Score -3768123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3768129.750000 Penalty: 5220.895020
	Iteration 138Q: 3 clusters Score -3768130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -3768131.750000 Penalty: 5220.895020
	Iteration 139Q: 3 clusters Score -3768132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3768149.000000 Penalty: 5220.895020
	Iteration 140F: 3 clusters Score -3768149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3768146.250000 Penalty: 5220.895020
	Iteration 141Q: 3 clusters Score -3768146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3768153.750000 Penalty: 5220.895020
	Iteration 142Q: 3 clusters Score -3768154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3768144.000000 Penalty: 5220.895020
	Iteration 143Q: 3 clusters Score -3768144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3768145.250000 Penalty: 5220.895020
	Iteration 144Q: 3 clusters Score -3768145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3768150.750000 Penalty: 5220.895020
	Iteration 145Q: 3 clusters Score -3768151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3768155.500000 Penalty: 5220.895020
	Iteration 146Q: 3 clusters Score -3768156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -3768164.750000 Penalty: 5220.895020
	Iteration 147Q: 3 clusters Score -3768165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3768158.250000 Penalty: 5220.895020
	Iteration 148Q: 3 clusters Score -3768158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3768156.750000 Penalty: 5220.895020
	Iteration 149Q: 3 clusters Score -3768157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3768164.500000 Penalty: 5220.895020
	Iteration 150Q: 3 clusters Score -3768164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3768167.750000 Penalty: 5220.895020
	Iteration 151Q: 3 clusters Score -3768168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3768173.750000 Penalty: 5220.895020
	Iteration 152Q: 3 clusters Score -3768174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3768173.000000 Penalty: 5220.895020
	Iteration 153Q: 3 clusters Score -3768173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3768179.500000 Penalty: 5220.895020
	Iteration 154Q: 3 clusters Score -3768180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3768179.000000 Penalty: 5220.895020
	Iteration 155Q: 3 clusters Score -3768179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3768179.250000 Penalty: 5220.895020
	Iteration 156Q: 3 clusters Score -3768179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3768182.250000 Penalty: 5220.895020
	Iteration 157Q: 3 clusters Score -3768182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3768183.250000 Penalty: 5220.895020
	Iteration 158Q: 3 clusters Score -3768183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3768182.000000 Penalty: 5220.895020
	Iteration 159Q: 3 clusters Score -3768182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3768191.000000 Penalty: 5220.895020
	Iteration 160F: 3 clusters Score -3768191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3768190.250000 Penalty: 5220.895020
	Iteration 161Q: 3 clusters Score -3768190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3768190.500000 Penalty: 5220.895020
	Iteration 162Q: 3 clusters Score -3768190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3768183.750000 Penalty: 5220.895020
	Iteration 163Q: 3 clusters Score -3768184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3768188.250000 Penalty: 5220.895020
	Iteration 164Q: 3 clusters Score -3768188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3768187.000000 Penalty: 5220.895020
	Iteration 165Q: 3 clusters Score -3768187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3768186.000000 Penalty: 5220.895020
	Iteration 166Q: 3 clusters Score -3768186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3768185.750000 Penalty: 5220.895020
	Iteration 167Q: 3 clusters Score -3768186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3768189.250000 Penalty: 5220.895020
	Iteration 168Q: 3 clusters Score -3768189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3768193.500000 Penalty: 5220.895020
	Iteration 169Q: 3 clusters Score -3768194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3768192.250000 Penalty: 5220.895020
	Iteration 170Q: 3 clusters Score -3768192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3768191.500000 Penalty: 5220.895020
	Iteration 171Q: 3 clusters Score -3768192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3768191.500000 Penalty: 5220.895020
	Iteration 172F: 3 clusters Score -3768192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -234506.703125 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -234506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -231707.796875 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -231707.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -232189.484375 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -232189.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232334.671875 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -232334.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -232411.093750 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -232411.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232488.703125 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -232488.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -232546.312500 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -232546.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -232595.359375 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -232595.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232643.203125 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -232643.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232725.062500 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -232725.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232825.484375 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -232825.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -232924.078125 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -232924.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -233029.718750 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -233029.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -233106.000000 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -233106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233188.562500 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -233188.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233261.093750 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -233261.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -233316.859375 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -233316.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -233361.343750 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -233361.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -233415.109375 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -233415.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -233480.500000 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -233480.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -233555.687500 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -233555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -233637.625000 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -233637.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -233762.687500 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -233762.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -233934.171875 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -233934.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -234090.421875 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -234090.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234139.453125 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -234139.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -234153.843750 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -234153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -234161.000000 Penalty: 3835.906982
	Iteration 26Q: 3 clusters Score -234161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -234168.734375 Penalty: 3835.906982
	Iteration 27Q: 3 clusters Score -234168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234176.093750 Penalty: 3835.906982
	Iteration 28Q: 3 clusters Score -234176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -234177.750000 Penalty: 3835.906982
	Iteration 29Q: 3 clusters Score -234177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -234181.015625 Penalty: 3835.906982
	Iteration 30Q: 3 clusters Score -234181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -234182.000000 Penalty: 3835.906982
	Iteration 31Q: 3 clusters Score -234182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -234185.312500 Penalty: 3835.906982
	Iteration 32Q: 3 clusters Score -234185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234186.562500 Penalty: 3835.906982
	Iteration 33Q: 3 clusters Score -234186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -234188.828125 Penalty: 3835.906982
	Iteration 34Q: 3 clusters Score -234188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -234191.031250 Penalty: 3835.906982
	Iteration 35Q: 3 clusters Score -234191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -234193.484375 Penalty: 3835.906982
	Iteration 36Q: 3 clusters Score -234193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234196.515625 Penalty: 3835.906982
	Iteration 37Q: 3 clusters Score -234196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -234199.843750 Penalty: 3835.906982
	Iteration 38Q: 3 clusters Score -234199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -234204.156250 Penalty: 3835.906982
	Iteration 39Q: 3 clusters Score -234204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -234204.578125 Penalty: 3835.906982
	Iteration 40F: 3 clusters Score -234204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 169 members 
Entering Unmasked Estep 
Score: -24600.496094 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24600.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24781.054688 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24781.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24838.818359 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24838.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24883.201172 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24886.812500 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24886.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24886.812500 Penalty: 2865.715576
	Iteration 5F: 3 clusters Score -24886.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Entering Unmasked Estep 
Score: -2887177.000000 Penalty: 2527.757080
	Iteration 0F: 2 clusters Score -2887177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2868649.250000 Penalty: 5055.514160
	Iteration 0F: 3 clusters Score -2868649 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2875254.500000 Penalty: 5055.514160
	Iteration 1F: 3 clusters Score -2875254 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2875832.000000 Penalty: 5055.514160
	Iteration 2F: 3 clusters Score -2875832 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2876432.000000 Penalty: 5055.514160
	Iteration 3Q: 3 clusters Score -2876432 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2877145.750000 Penalty: 5055.514160
	Iteration 4F: 3 clusters Score -2877146 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2877950.500000 Penalty: 5055.514160
	Iteration 5F: 3 clusters Score -2877950 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2878949.000000 Penalty: 5055.514160
	Iteration 6F: 3 clusters Score -2878949 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2880199.250000 Penalty: 5055.514160
	Iteration 7F: 3 clusters Score -2880199 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2881528.250000 Penalty: 5055.514160
	Iteration 8F: 3 clusters Score -2881528 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2882585.500000 Penalty: 5055.514160
	Iteration 9F: 3 clusters Score -2882586 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2883256.250000 Penalty: 5055.514160
	Iteration 10Q: 3 clusters Score -2883256 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2883606.000000 Penalty: 5055.514160
	Iteration 11Q: 3 clusters Score -2883606 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2883802.000000 Penalty: 5055.514160
	Iteration 12Q: 3 clusters Score -2883802 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2883938.500000 Penalty: 5055.514160
	Iteration 13Q: 3 clusters Score -2883938 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2884058.250000 Penalty: 5055.514160
	Iteration 14Q: 3 clusters Score -2884058 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2884186.750000 Penalty: 5055.514160
	Iteration 15Q: 3 clusters Score -2884187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2884299.250000 Penalty: 5055.514160
	Iteration 16Q: 3 clusters Score -2884299 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2884416.250000 Penalty: 5055.514160
	Iteration 17Q: 3 clusters Score -2884416 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2884520.500000 Penalty: 5055.514160
	Iteration 18Q: 3 clusters Score -2884520 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2884588.250000 Penalty: 5055.514160
	Iteration 19Q: 3 clusters Score -2884588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2884707.000000 Penalty: 5055.514160
	Iteration 20F: 3 clusters Score -2884707 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2884802.500000 Penalty: 5055.514160
	Iteration 21Q: 3 clusters Score -2884802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2884885.750000 Penalty: 5055.514160
	Iteration 22Q: 3 clusters Score -2884886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2884935.000000 Penalty: 5055.514160
	Iteration 23Q: 3 clusters Score -2884935 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2884981.000000 Penalty: 5055.514160
	Iteration 24Q: 3 clusters Score -2884981 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2885025.500000 Penalty: 5055.514160
	Iteration 25Q: 3 clusters Score -2885026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2885066.250000 Penalty: 5055.514160
	Iteration 26Q: 3 clusters Score -2885066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2885091.750000 Penalty: 5055.514160
	Iteration 27Q: 3 clusters Score -2885092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2885111.500000 Penalty: 5055.514160
	Iteration 28Q: 3 clusters Score -2885112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2885124.250000 Penalty: 5055.514160
	Iteration 29Q: 3 clusters Score -2885124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2885157.750000 Penalty: 5055.514160
	Iteration 30Q: 3 clusters Score -2885158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2885167.250000 Penalty: 5055.514160
	Iteration 31Q: 3 clusters Score -2885167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2885173.500000 Penalty: 5055.514160
	Iteration 32Q: 3 clusters Score -2885174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2885176.000000 Penalty: 5055.514160
	Iteration 33Q: 3 clusters Score -2885176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2885183.250000 Penalty: 5055.514160
	Iteration 34Q: 3 clusters Score -2885183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2885194.500000 Penalty: 5055.514160
	Iteration 35Q: 3 clusters Score -2885194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2885195.750000 Penalty: 5055.514160
	Iteration 36Q: 3 clusters Score -2885196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2885202.500000 Penalty: 5055.514160
	Iteration 37Q: 3 clusters Score -2885202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2885209.750000 Penalty: 5055.514160
	Iteration 38Q: 3 clusters Score -2885210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2885210.750000 Penalty: 5055.514160
	Iteration 39Q: 3 clusters Score -2885211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -2885223.500000 Penalty: 5055.514160
	Iteration 40F: 3 clusters Score -2885224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2885227.250000 Penalty: 5055.514160
	Iteration 41Q: 3 clusters Score -2885227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2885236.250000 Penalty: 5055.514160
	Iteration 42Q: 3 clusters Score -2885236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2885245.500000 Penalty: 5055.514160
	Iteration 43Q: 3 clusters Score -2885246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2885250.750000 Penalty: 5055.514160
	Iteration 44Q: 3 clusters Score -2885251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2885251.500000 Penalty: 5055.514160
	Iteration 45Q: 3 clusters Score -2885252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -2885252.750000 Penalty: 5055.514160
	Iteration 46Q: 3 clusters Score -2885253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2885256.750000 Penalty: 5055.514160
	Iteration 47Q: 3 clusters Score -2885257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2885255.000000 Penalty: 5055.514160
	Iteration 48Q: 3 clusters Score -2885255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2885256.250000 Penalty: 5055.514160
	Iteration 49Q: 3 clusters Score -2885256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2885256.000000 Penalty: 5055.514160
	Iteration 50Q: 3 clusters Score -2885256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2885258.000000 Penalty: 5055.514160
	Iteration 51Q: 3 clusters Score -2885258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2885262.000000 Penalty: 5055.514160
	Iteration 52Q: 3 clusters Score -2885262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2885264.000000 Penalty: 5055.514160
	Iteration 53Q: 3 clusters Score -2885264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2885267.750000 Penalty: 5055.514160
	Iteration 54Q: 3 clusters Score -2885268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2885268.750000 Penalty: 5055.514160
	Iteration 55Q: 3 clusters Score -2885269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2885280.750000 Penalty: 5055.514160
	Iteration 56Q: 3 clusters Score -2885281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2885278.500000 Penalty: 5055.514160
	Iteration 57Q: 3 clusters Score -2885278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2885277.500000 Penalty: 5055.514160
	Iteration 58Q: 3 clusters Score -2885278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2885282.000000 Penalty: 5055.514160
	Iteration 59Q: 3 clusters Score -2885282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2885282.250000 Penalty: 5055.514160
	Iteration 60F: 3 clusters Score -2885282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2885288.000000 Penalty: 5055.514160
	Iteration 61Q: 3 clusters Score -2885288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2885288.750000 Penalty: 5055.514160
	Iteration 62Q: 3 clusters Score -2885289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2885292.250000 Penalty: 5055.514160
	Iteration 63Q: 3 clusters Score -2885292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2885298.750000 Penalty: 5055.514160
	Iteration 64Q: 3 clusters Score -2885299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2885301.750000 Penalty: 5055.514160
	Iteration 65Q: 3 clusters Score -2885302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2885299.500000 Penalty: 5055.514160
	Iteration 66Q: 3 clusters Score -2885300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2885297.750000 Penalty: 5055.514160
	Iteration 67Q: 3 clusters Score -2885298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2885303.000000 Penalty: 5055.514160
	Iteration 68Q: 3 clusters Score -2885303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2885307.000000 Penalty: 5055.514160
	Iteration 69Q: 3 clusters Score -2885307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2885303.750000 Penalty: 5055.514160
	Iteration 70Q: 3 clusters Score -2885304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2885304.250000 Penalty: 5055.514160
	Iteration 71Q: 3 clusters Score -2885304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2885310.250000 Penalty: 5055.514160
	Iteration 72Q: 3 clusters Score -2885310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2885313.750000 Penalty: 5055.514160
	Iteration 73Q: 3 clusters Score -2885314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -2885312.500000 Penalty: 5055.514160
	Iteration 74Q: 3 clusters Score -2885312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2885319.000000 Penalty: 5055.514160
	Iteration 75Q: 3 clusters Score -2885319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2885328.750000 Penalty: 5055.514160
	Iteration 76Q: 3 clusters Score -2885329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2885326.250000 Penalty: 5055.514160
	Iteration 77Q: 3 clusters Score -2885326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2885328.250000 Penalty: 5055.514160
	Iteration 78Q: 3 clusters Score -2885328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -2885328.000000 Penalty: 5055.514160
	Iteration 79Q: 3 clusters Score -2885328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2885332.250000 Penalty: 5055.514160
	Iteration 80F: 3 clusters Score -2885332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -2885331.500000 Penalty: 5055.514160
	Iteration 81Q: 3 clusters Score -2885332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -2885337.750000 Penalty: 5055.514160
	Iteration 82Q: 3 clusters Score -2885338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2885341.500000 Penalty: 5055.514160
	Iteration 83Q: 3 clusters Score -2885342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2885342.000000 Penalty: 5055.514160
	Iteration 84Q: 3 clusters Score -2885342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2885335.250000 Penalty: 5055.514160
	Iteration 85Q: 3 clusters Score -2885335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2885337.250000 Penalty: 5055.514160
	Iteration 86Q: 3 clusters Score -2885337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2885335.000000 Penalty: 5055.514160
	Iteration 87Q: 3 clusters Score -2885335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -2885337.000000 Penalty: 5055.514160
	Iteration 88Q: 3 clusters Score -2885337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2885337.250000 Penalty: 5055.514160
	Iteration 89Q: 3 clusters Score -2885337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2885337.250000 Penalty: 5055.514160
	Iteration 90F: 3 clusters Score -2885337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43642.480469 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43642.48 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43811.484375 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43811.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43851.890625 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -43851.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43865.125000 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43865.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43874.625000 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43874.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43886.269531 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -43886.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43897.496094 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -43897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43905.320312 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -43905.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43905.320312 Penalty: 3066.314209
	Iteration 8F: 3 clusters Score -43905.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Entering Unmasked Estep 
Score: -6839191.000000 Penalty: 2749.813232
	Iteration 0F: 2 clusters Score -6839191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -6795205.500000 Penalty: 5499.626465
	Iteration 0F: 3 clusters Score -6795206 nChanged 30417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -6812423.000000 Penalty: 5499.626465
	Iteration 1F: 3 clusters Score -6812423 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -6813002.500000 Penalty: 5499.626465
	Iteration 2Q: 3 clusters Score -6813002 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -6813613.000000 Penalty: 5499.626465
	Iteration 3Q: 3 clusters Score -6813613 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -6814511.000000 Penalty: 5499.626465
	Iteration 4Q: 3 clusters Score -6814511 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6815680.000000 Penalty: 5499.626465
	Iteration 5Q: 3 clusters Score -6815680 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6817381.500000 Penalty: 5499.626465
	Iteration 6Q: 3 clusters Score -6817382 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -6819949.000000 Penalty: 5499.626465
	Iteration 7F: 3 clusters Score -6819949 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -6823246.500000 Penalty: 5499.626465
	Iteration 8F: 3 clusters Score -6823246 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -6826507.000000 Penalty: 5499.626465
	Iteration 9F: 3 clusters Score -6826507 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -6828711.500000 Penalty: 5499.626465
	Iteration 10F: 3 clusters Score -6828712 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -6829730.500000 Penalty: 5499.626465
	Iteration 11Q: 3 clusters Score -6829730 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -6830102.000000 Penalty: 5499.626465
	Iteration 12Q: 3 clusters Score -6830102 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -6830365.000000 Penalty: 5499.626465
	Iteration 13Q: 3 clusters Score -6830365 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -6830445.500000 Penalty: 5499.626465
	Iteration 14Q: 3 clusters Score -6830446 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -6830535.500000 Penalty: 5499.626465
	Iteration 15Q: 3 clusters Score -6830536 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6830668.000000 Penalty: 5499.626465
	Iteration 16Q: 3 clusters Score -6830668 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -6830782.000000 Penalty: 5499.626465
	Iteration 17Q: 3 clusters Score -6830782 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6830897.000000 Penalty: 5499.626465
	Iteration 18Q: 3 clusters Score -6830897 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -6830996.000000 Penalty: 5499.626465
	Iteration 19Q: 3 clusters Score -6830996 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -6831099.000000 Penalty: 5499.626465
	Iteration 20F: 3 clusters Score -6831099 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -6831197.500000 Penalty: 5499.626465
	Iteration 21Q: 3 clusters Score -6831198 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -6831332.500000 Penalty: 5499.626465
	Iteration 22Q: 3 clusters Score -6831332 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -6831449.500000 Penalty: 5499.626465
	Iteration 23Q: 3 clusters Score -6831450 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6831647.000000 Penalty: 5499.626465
	Iteration 24Q: 3 clusters Score -6831647 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -6831876.500000 Penalty: 5499.626465
	Iteration 25Q: 3 clusters Score -6831876 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -6832154.500000 Penalty: 5499.626465
	Iteration 26Q: 3 clusters Score -6832154 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -6832453.500000 Penalty: 5499.626465
	Iteration 27Q: 3 clusters Score -6832454 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -6832797.000000 Penalty: 5499.626465
	Iteration 28Q: 3 clusters Score -6832797 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -6833179.500000 Penalty: 5499.626465
	Iteration 29Q: 3 clusters Score -6833180 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6833579.500000 Penalty: 5499.626465
	Iteration 30Q: 3 clusters Score -6833580 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6834018.000000 Penalty: 5499.626465
	Iteration 31Q: 3 clusters Score -6834018 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -6834393.000000 Penalty: 5499.626465
	Iteration 32Q: 3 clusters Score -6834393 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -6834761.000000 Penalty: 5499.626465
	Iteration 33Q: 3 clusters Score -6834761 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6835081.000000 Penalty: 5499.626465
	Iteration 34Q: 3 clusters Score -6835081 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6835448.000000 Penalty: 5499.626465
	Iteration 35Q: 3 clusters Score -6835448 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6835752.500000 Penalty: 5499.626465
	Iteration 36Q: 3 clusters Score -6835752 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6835970.000000 Penalty: 5499.626465
	Iteration 37Q: 3 clusters Score -6835970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6836113.500000 Penalty: 5499.626465
	Iteration 38Q: 3 clusters Score -6836114 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6836243.500000 Penalty: 5499.626465
	Iteration 39Q: 3 clusters Score -6836244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6836342.500000 Penalty: 5499.626465
	Iteration 40F: 3 clusters Score -6836342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6836424.500000 Penalty: 5499.626465
	Iteration 41Q: 3 clusters Score -6836424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6836492.500000 Penalty: 5499.626465
	Iteration 42Q: 3 clusters Score -6836492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6836557.500000 Penalty: 5499.626465
	Iteration 43Q: 3 clusters Score -6836558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6836580.000000 Penalty: 5499.626465
	Iteration 44Q: 3 clusters Score -6836580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6836636.000000 Penalty: 5499.626465
	Iteration 45Q: 3 clusters Score -6836636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6836676.000000 Penalty: 5499.626465
	Iteration 46Q: 3 clusters Score -6836676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6836709.000000 Penalty: 5499.626465
	Iteration 47Q: 3 clusters Score -6836709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6836731.500000 Penalty: 5499.626465
	Iteration 48Q: 3 clusters Score -6836732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6836742.000000 Penalty: 5499.626465
	Iteration 49Q: 3 clusters Score -6836742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6836757.000000 Penalty: 5499.626465
	Iteration 50Q: 3 clusters Score -6836757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6836764.500000 Penalty: 5499.626465
	Iteration 51Q: 3 clusters Score -6836764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6836780.000000 Penalty: 5499.626465
	Iteration 52Q: 3 clusters Score -6836780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6836780.000000 Penalty: 5499.626465
	Iteration 53Q: 3 clusters Score -6836780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6836786.500000 Penalty: 5499.626465
	Iteration 54Q: 3 clusters Score -6836786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6836799.000000 Penalty: 5499.626465
	Iteration 55Q: 3 clusters Score -6836799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6836796.000000 Penalty: 5499.626465
	Iteration 56Q: 3 clusters Score -6836796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6836799.000000 Penalty: 5499.626465
	Iteration 57Q: 3 clusters Score -6836799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6836806.000000 Penalty: 5499.626465
	Iteration 58Q: 3 clusters Score -6836806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6836817.000000 Penalty: 5499.626465
	Iteration 59Q: 3 clusters Score -6836817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6836817.000000 Penalty: 5499.626465
	Iteration 60F: 3 clusters Score -6836817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6836833.000000 Penalty: 5499.626465
	Iteration 61Q: 3 clusters Score -6836833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6836835.000000 Penalty: 5499.626465
	Iteration 62Q: 3 clusters Score -6836835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6836837.000000 Penalty: 5499.626465
	Iteration 63Q: 3 clusters Score -6836837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6836842.000000 Penalty: 5499.626465
	Iteration 64Q: 3 clusters Score -6836842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6836838.000000 Penalty: 5499.626465
	Iteration 65Q: 3 clusters Score -6836838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6836849.000000 Penalty: 5499.626465
	Iteration 66Q: 3 clusters Score -6836849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6836846.000000 Penalty: 5499.626465
	Iteration 67Q: 3 clusters Score -6836846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6836846.500000 Penalty: 5499.626465
	Iteration 68Q: 3 clusters Score -6836846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6836841.500000 Penalty: 5499.626465
	Iteration 69Q: 3 clusters Score -6836842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6836841.500000 Penalty: 5499.626465
	Iteration 70F: 3 clusters Score -6836842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (251227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251227 members 
Entering Unmasked Estep 
Score: -26651406.000000 Penalty: 3083.659912
	Iteration 0F: 2 clusters Score -2.665141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125714 members 
Mstep: Class 2 contains 125513 members 
Entering Unmasked Estep 
Score: -26486478.000000 Penalty: 6167.319824
	Iteration 0F: 3 clusters Score -2.648648e+07 nChanged 121222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Mstep: Class 2 contains 122137 members 
Entering Unmasked Estep 
Score: -26559208.000000 Penalty: 6167.319824
	Iteration 1F: 3 clusters Score -2.655921e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131350 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -26561192.000000 Penalty: 6167.319824
	Iteration 2Q: 3 clusters Score -2.656119e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -26564168.000000 Penalty: 6167.319824
	Iteration 3Q: 3 clusters Score -2.656417e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140553 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -26568802.000000 Penalty: 6167.319824
	Iteration 4Q: 3 clusters Score -2.65688e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -26576612.000000 Penalty: 6167.319824
	Iteration 5F: 3 clusters Score -2.657661e+07 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158799 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -26588528.000000 Penalty: 6167.319824
	Iteration 6F: 3 clusters Score -2.658853e+07 nChanged 17582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169753 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -26604074.000000 Penalty: 6167.319824
	Iteration 7F: 3 clusters Score -2.660407e+07 nChanged 16037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178600 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -26617718.000000 Penalty: 6167.319824
	Iteration 8F: 3 clusters Score -2.661772e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184724 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -26625252.000000 Penalty: 6167.319824
	Iteration 9Q: 3 clusters Score -2.662525e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189290 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -26628464.000000 Penalty: 6167.319824
	Iteration 10Q: 3 clusters Score -2.662846e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -26630408.000000 Penalty: 6167.319824
	Iteration 11Q: 3 clusters Score -2.663041e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196934 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -26632210.000000 Penalty: 6167.319824
	Iteration 12Q: 3 clusters Score -2.663221e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200293 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -26633972.000000 Penalty: 6167.319824
	Iteration 13Q: 3 clusters Score -2.663397e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203450 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -26635304.000000 Penalty: 6167.319824
	Iteration 14Q: 3 clusters Score -2.66353e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -26636702.000000 Penalty: 6167.319824
	Iteration 15Q: 3 clusters Score -2.66367e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209007 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -26637934.000000 Penalty: 6167.319824
	Iteration 16Q: 3 clusters Score -2.663793e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211603 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -26638988.000000 Penalty: 6167.319824
	Iteration 17Q: 3 clusters Score -2.663899e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213990 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -26640072.000000 Penalty: 6167.319824
	Iteration 18Q: 3 clusters Score -2.664007e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216215 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -26641004.000000 Penalty: 6167.319824
	Iteration 19Q: 3 clusters Score -2.6641e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218308 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -26641846.000000 Penalty: 6167.319824
	Iteration 20F: 3 clusters Score -2.664185e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220257 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -26642574.000000 Penalty: 6167.319824
	Iteration 21Q: 3 clusters Score -2.664257e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222162 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -26643532.000000 Penalty: 6167.319824
	Iteration 22Q: 3 clusters Score -2.664353e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223953 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -26644350.000000 Penalty: 6167.319824
	Iteration 23Q: 3 clusters Score -2.664435e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225590 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -26645240.000000 Penalty: 6167.319824
	Iteration 24Q: 3 clusters Score -2.664524e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227163 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -26645938.000000 Penalty: 6167.319824
	Iteration 25Q: 3 clusters Score -2.664594e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228630 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -26646514.000000 Penalty: 6167.319824
	Iteration 26Q: 3 clusters Score -2.664651e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230046 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -26646990.000000 Penalty: 6167.319824
	Iteration 27Q: 3 clusters Score -2.664699e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231346 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -26647360.000000 Penalty: 6167.319824
	Iteration 28Q: 3 clusters Score -2.664736e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232573 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -26647786.000000 Penalty: 6167.319824
	Iteration 29Q: 3 clusters Score -2.664779e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233767 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -26648278.000000 Penalty: 6167.319824
	Iteration 30Q: 3 clusters Score -2.664828e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234902 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -26648698.000000 Penalty: 6167.319824
	Iteration 31Q: 3 clusters Score -2.66487e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235951 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -26649086.000000 Penalty: 6167.319824
	Iteration 32Q: 3 clusters Score -2.664909e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236930 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -26649386.000000 Penalty: 6167.319824
	Iteration 33Q: 3 clusters Score -2.664939e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237851 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -26649642.000000 Penalty: 6167.319824
	Iteration 34Q: 3 clusters Score -2.664964e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238663 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -26649852.000000 Penalty: 6167.319824
	Iteration 35Q: 3 clusters Score -2.664985e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239366 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -26649980.000000 Penalty: 6167.319824
	Iteration 36Q: 3 clusters Score -2.664998e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239988 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -26650058.000000 Penalty: 6167.319824
	Iteration 37Q: 3 clusters Score -2.665006e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240590 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -26650206.000000 Penalty: 6167.319824
	Iteration 38Q: 3 clusters Score -2.665021e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241191 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -26650326.000000 Penalty: 6167.319824
	Iteration 39Q: 3 clusters Score -2.665033e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241686 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -26650322.000000 Penalty: 6167.319824
	Iteration 40F: 3 clusters Score -2.665032e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242121 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -26650462.000000 Penalty: 6167.319824
	Iteration 41Q: 3 clusters Score -2.665046e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242509 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -26650536.000000 Penalty: 6167.319824
	Iteration 42Q: 3 clusters Score -2.665054e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242817 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -26650556.000000 Penalty: 6167.319824
	Iteration 43Q: 3 clusters Score -2.665056e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243057 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -26650604.000000 Penalty: 6167.319824
	Iteration 44Q: 3 clusters Score -2.66506e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243284 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -26650646.000000 Penalty: 6167.319824
	Iteration 45Q: 3 clusters Score -2.665065e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243500 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -26650674.000000 Penalty: 6167.319824
	Iteration 46Q: 3 clusters Score -2.665067e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243697 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -26650678.000000 Penalty: 6167.319824
	Iteration 47Q: 3 clusters Score -2.665068e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243879 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -26650686.000000 Penalty: 6167.319824
	Iteration 48Q: 3 clusters Score -2.665069e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244033 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -26650734.000000 Penalty: 6167.319824
	Iteration 49Q: 3 clusters Score -2.665073e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244178 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -26650784.000000 Penalty: 6167.319824
	Iteration 50Q: 3 clusters Score -2.665078e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244312 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -26650814.000000 Penalty: 6167.319824
	Iteration 51Q: 3 clusters Score -2.665081e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244431 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -26650810.000000 Penalty: 6167.319824
	Iteration 52Q: 3 clusters Score -2.665081e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244524 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -26650798.000000 Penalty: 6167.319824
	Iteration 53Q: 3 clusters Score -2.66508e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244610 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -26650840.000000 Penalty: 6167.319824
	Iteration 54Q: 3 clusters Score -2.665084e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244678 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -26650880.000000 Penalty: 6167.319824
	Iteration 55Q: 3 clusters Score -2.665088e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244730 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -26650914.000000 Penalty: 6167.319824
	Iteration 56Q: 3 clusters Score -2.665091e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244776 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -26650916.000000 Penalty: 6167.319824
	Iteration 57Q: 3 clusters Score -2.665092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244823 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -26650910.000000 Penalty: 6167.319824
	Iteration 58Q: 3 clusters Score -2.665091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244851 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -26650912.000000 Penalty: 6167.319824
	Iteration 59Q: 3 clusters Score -2.665091e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244890 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -26650946.000000 Penalty: 6167.319824
	Iteration 60F: 3 clusters Score -2.665095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244919 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -26650946.000000 Penalty: 6167.319824
	Iteration 61Q: 3 clusters Score -2.665095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244950 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -26650922.000000 Penalty: 6167.319824
	Iteration 62Q: 3 clusters Score -2.665092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244979 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -26650932.000000 Penalty: 6167.319824
	Iteration 63Q: 3 clusters Score -2.665093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245004 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -26650926.000000 Penalty: 6167.319824
	Iteration 64Q: 3 clusters Score -2.665093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245026 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -26650926.000000 Penalty: 6167.319824
	Iteration 65Q: 3 clusters Score -2.665093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245050 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -26650928.000000 Penalty: 6167.319824
	Iteration 66Q: 3 clusters Score -2.665093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245069 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -26650930.000000 Penalty: 6167.319824
	Iteration 67Q: 3 clusters Score -2.665093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245087 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -26650906.000000 Penalty: 6167.319824
	Iteration 68Q: 3 clusters Score -2.665091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245095 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -26650884.000000 Penalty: 6167.319824
	Iteration 69Q: 3 clusters Score -2.665088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245102 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -26650906.000000 Penalty: 6167.319824
	Iteration 70Q: 3 clusters Score -2.665091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -26650904.000000 Penalty: 6167.319824
	Iteration 71Q: 3 clusters Score -2.66509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245119 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -26650896.000000 Penalty: 6167.319824
	Iteration 72Q: 3 clusters Score -2.66509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245124 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -26650912.000000 Penalty: 6167.319824
	Iteration 73Q: 3 clusters Score -2.665091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245130 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -26650902.000000 Penalty: 6167.319824
	Iteration 74Q: 3 clusters Score -2.66509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245135 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -26650898.000000 Penalty: 6167.319824
	Iteration 75Q: 3 clusters Score -2.66509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245141 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -26650896.000000 Penalty: 6167.319824
	Iteration 76Q: 3 clusters Score -2.66509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245150 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -26650876.000000 Penalty: 6167.319824
	Iteration 77Q: 3 clusters Score -2.665088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245154 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -26650890.000000 Penalty: 6167.319824
	Iteration 78Q: 3 clusters Score -2.665089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245161 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -26650886.000000 Penalty: 6167.319824
	Iteration 79Q: 3 clusters Score -2.665089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245170 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -26650896.000000 Penalty: 6167.319824
	Iteration 80F: 3 clusters Score -2.66509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245175 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -26650912.000000 Penalty: 6167.319824
	Iteration 81Q: 3 clusters Score -2.665091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245178 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -26650900.000000 Penalty: 6167.319824
	Iteration 82Q: 3 clusters Score -2.66509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245179 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -26650928.000000 Penalty: 6167.319824
	Iteration 83Q: 3 clusters Score -2.665093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245182 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -26650916.000000 Penalty: 6167.319824
	Iteration 84Q: 3 clusters Score -2.665092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245185 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -26650914.000000 Penalty: 6167.319824
	Iteration 85Q: 3 clusters Score -2.665091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245187 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -26650912.000000 Penalty: 6167.319824
	Iteration 86Q: 3 clusters Score -2.665091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245188 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -26650890.000000 Penalty: 6167.319824
	Iteration 87Q: 3 clusters Score -2.665089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245189 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -26650904.000000 Penalty: 6167.319824
	Iteration 88Q: 3 clusters Score -2.66509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245191 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -26650902.000000 Penalty: 6167.319824
	Iteration 89Q: 3 clusters Score -2.66509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245193 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -26650900.000000 Penalty: 6167.319824
	Iteration 90Q: 3 clusters Score -2.66509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245196 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -26650910.000000 Penalty: 6167.319824
	Iteration 91Q: 3 clusters Score -2.665091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245203 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -26650918.000000 Penalty: 6167.319824
	Iteration 92Q: 3 clusters Score -2.665092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245204 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -26650904.000000 Penalty: 6167.319824
	Iteration 93Q: 3 clusters Score -2.66509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245207 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -26650906.000000 Penalty: 6167.319824
	Iteration 94Q: 3 clusters Score -2.665091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245209 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -26650912.000000 Penalty: 6167.319824
	Iteration 95Q: 3 clusters Score -2.665091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245212 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -26650906.000000 Penalty: 6167.319824
	Iteration 96Q: 3 clusters Score -2.665091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245214 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -26650896.000000 Penalty: 6167.319824
	Iteration 97Q: 3 clusters Score -2.66509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245217 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -26650910.000000 Penalty: 6167.319824
	Iteration 98Q: 3 clusters Score -2.665091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245218 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -26650900.000000 Penalty: 6167.319824
	Iteration 99Q: 3 clusters Score -2.66509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245219 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -26650892.000000 Penalty: 6167.319824
	Iteration 100F: 3 clusters Score -2.665089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Entering Unmasked Estep 
Score: -2772026.000000 Penalty: 2544.568848
	Iteration 0F: 2 clusters Score -2772026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2752319.500000 Penalty: 5089.137695
	Iteration 0F: 3 clusters Score -2752320 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2759577.500000 Penalty: 5089.137695
	Iteration 1F: 3 clusters Score -2759578 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2760116.750000 Penalty: 5089.137695
	Iteration 2F: 3 clusters Score -2760117 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2760633.000000 Penalty: 5089.137695
	Iteration 3Q: 3 clusters Score -2760633 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2761226.500000 Penalty: 5089.137695
	Iteration 4Q: 3 clusters Score -2761226 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2761966.500000 Penalty: 5089.137695
	Iteration 5Q: 3 clusters Score -2761966 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2763031.500000 Penalty: 5089.137695
	Iteration 6F: 3 clusters Score -2763032 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2764466.250000 Penalty: 5089.137695
	Iteration 7F: 3 clusters Score -2764466 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2766094.750000 Penalty: 5089.137695
	Iteration 8F: 3 clusters Score -2766095 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2767583.750000 Penalty: 5089.137695
	Iteration 9F: 3 clusters Score -2767584 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2768829.250000 Penalty: 5089.137695
	Iteration 10Q: 3 clusters Score -2768829 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2769678.000000 Penalty: 5089.137695
	Iteration 11Q: 3 clusters Score -2769678 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2770292.000000 Penalty: 5089.137695
	Iteration 12Q: 3 clusters Score -2770292 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2770668.250000 Penalty: 5089.137695
	Iteration 13Q: 3 clusters Score -2770668 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2770851.750000 Penalty: 5089.137695
	Iteration 14Q: 3 clusters Score -2770852 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2770925.750000 Penalty: 5089.137695
	Iteration 15Q: 3 clusters Score -2770926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2770949.750000 Penalty: 5089.137695
	Iteration 16Q: 3 clusters Score -2770950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2770979.250000 Penalty: 5089.137695
	Iteration 17Q: 3 clusters Score -2770979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2770988.500000 Penalty: 5089.137695
	Iteration 18Q: 3 clusters Score -2770988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2771009.250000 Penalty: 5089.137695
	Iteration 19Q: 3 clusters Score -2771009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2771016.000000 Penalty: 5089.137695
	Iteration 20F: 3 clusters Score -2771016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2771022.000000 Penalty: 5089.137695
	Iteration 21Q: 3 clusters Score -2771022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2771027.750000 Penalty: 5089.137695
	Iteration 22Q: 3 clusters Score -2771028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2771028.250000 Penalty: 5089.137695
	Iteration 23Q: 3 clusters Score -2771028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2771033.250000 Penalty: 5089.137695
	Iteration 24Q: 3 clusters Score -2771033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2771030.000000 Penalty: 5089.137695
	Iteration 25Q: 3 clusters Score -2771030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2771036.000000 Penalty: 5089.137695
	Iteration 26Q: 3 clusters Score -2771036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2771036.500000 Penalty: 5089.137695
	Iteration 27Q: 3 clusters Score -2771036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2771034.000000 Penalty: 5089.137695
	Iteration 28Q: 3 clusters Score -2771034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2771034.750000 Penalty: 5089.137695
	Iteration 29Q: 3 clusters Score -2771035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2771040.750000 Penalty: 5089.137695
	Iteration 30Q: 3 clusters Score -2771041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2771039.500000 Penalty: 5089.137695
	Iteration 31Q: 3 clusters Score -2771040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2771041.000000 Penalty: 5089.137695
	Iteration 32Q: 3 clusters Score -2771041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2771045.750000 Penalty: 5089.137695
	Iteration 33Q: 3 clusters Score -2771046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2771043.500000 Penalty: 5089.137695
	Iteration 34Q: 3 clusters Score -2771044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2771048.750000 Penalty: 5089.137695
	Iteration 35Q: 3 clusters Score -2771049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2771045.500000 Penalty: 5089.137695
	Iteration 36Q: 3 clusters Score -2771046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2771043.250000 Penalty: 5089.137695
	Iteration 37Q: 3 clusters Score -2771043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2771042.250000 Penalty: 5089.137695
	Iteration 38Q: 3 clusters Score -2771042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2771049.250000 Penalty: 5089.137695
	Iteration 39Q: 3 clusters Score -2771049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2771049.250000 Penalty: 5089.137695
	Iteration 40F: 3 clusters Score -2771049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2771052.500000 Penalty: 5089.137695
	Iteration 41Q: 3 clusters Score -2771052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2771053.000000 Penalty: 5089.137695
	Iteration 42Q: 3 clusters Score -2771053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2771052.250000 Penalty: 5089.137695
	Iteration 43Q: 3 clusters Score -2771052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2771055.750000 Penalty: 5089.137695
	Iteration 44Q: 3 clusters Score -2771056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2771057.250000 Penalty: 5089.137695
	Iteration 45Q: 3 clusters Score -2771057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2771057.250000 Penalty: 5089.137695
	Iteration 46Q: 3 clusters Score -2771057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2771055.750000 Penalty: 5089.137695
	Iteration 47Q: 3 clusters Score -2771056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2771057.500000 Penalty: 5089.137695
	Iteration 48Q: 3 clusters Score -2771058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2771057.750000 Penalty: 5089.137695
	Iteration 49Q: 3 clusters Score -2771058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2771057.750000 Penalty: 5089.137695
	Iteration 50Q: 3 clusters Score -2771058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2771057.250000 Penalty: 5089.137695
	Iteration 51Q: 3 clusters Score -2771057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2771061.000000 Penalty: 5089.137695
	Iteration 52Q: 3 clusters Score -2771061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2771061.000000 Penalty: 5089.137695
	Iteration 53F: 3 clusters Score -2771061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Entering Unmasked Estep 
Score: -1100619.625000 Penalty: 2300.038086
	Iteration 0F: 2 clusters Score -1100620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1092529.750000 Penalty: 4600.076172
	Iteration 0F: 3 clusters Score -1092530 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1095044.000000 Penalty: 4600.076172
	Iteration 1F: 3 clusters Score -1095044 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1095380.500000 Penalty: 4600.076172
	Iteration 2F: 3 clusters Score -1095380 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1095624.375000 Penalty: 4600.076172
	Iteration 3F: 3 clusters Score -1095624 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1095816.000000 Penalty: 4600.076172
	Iteration 4Q: 3 clusters Score -1095816 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1095976.000000 Penalty: 4600.076172
	Iteration 5Q: 3 clusters Score -1095976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1096134.375000 Penalty: 4600.076172
	Iteration 6Q: 3 clusters Score -1096134 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1096275.125000 Penalty: 4600.076172
	Iteration 7Q: 3 clusters Score -1096275 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1096411.875000 Penalty: 4600.076172
	Iteration 8Q: 3 clusters Score -1096412 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1096554.250000 Penalty: 4600.076172
	Iteration 9Q: 3 clusters Score -1096554 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1096703.000000 Penalty: 4600.076172
	Iteration 10Q: 3 clusters Score -1096703 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1096831.750000 Penalty: 4600.076172
	Iteration 11Q: 3 clusters Score -1096832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1096956.750000 Penalty: 4600.076172
	Iteration 12Q: 3 clusters Score -1096957 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1097098.375000 Penalty: 4600.076172
	Iteration 13Q: 3 clusters Score -1097098 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1097229.750000 Penalty: 4600.076172
	Iteration 14Q: 3 clusters Score -1097230 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1097358.000000 Penalty: 4600.076172
	Iteration 15Q: 3 clusters Score -1097358 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1097481.875000 Penalty: 4600.076172
	Iteration 16Q: 3 clusters Score -1097482 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1097626.375000 Penalty: 4600.076172
	Iteration 17Q: 3 clusters Score -1097626 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1097797.125000 Penalty: 4600.076172
	Iteration 18Q: 3 clusters Score -1097797 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1097932.375000 Penalty: 4600.076172
	Iteration 19Q: 3 clusters Score -1097932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1098035.875000 Penalty: 4600.076172
	Iteration 20F: 3 clusters Score -1098036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1098131.625000 Penalty: 4600.076172
	Iteration 21Q: 3 clusters Score -1098132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1098221.875000 Penalty: 4600.076172
	Iteration 22Q: 3 clusters Score -1098222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1098286.000000 Penalty: 4600.076172
	Iteration 23Q: 3 clusters Score -1098286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1098341.250000 Penalty: 4600.076172
	Iteration 24Q: 3 clusters Score -1098341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1098397.375000 Penalty: 4600.076172
	Iteration 25Q: 3 clusters Score -1098397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1098439.625000 Penalty: 4600.076172
	Iteration 26Q: 3 clusters Score -1098440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1098470.625000 Penalty: 4600.076172
	Iteration 27Q: 3 clusters Score -1098471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1098495.000000 Penalty: 4600.076172
	Iteration 28Q: 3 clusters Score -1098495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1098524.875000 Penalty: 4600.076172
	Iteration 29Q: 3 clusters Score -1098525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1098546.750000 Penalty: 4600.076172
	Iteration 30Q: 3 clusters Score -1098547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1098559.375000 Penalty: 4600.076172
	Iteration 31Q: 3 clusters Score -1098559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1098566.500000 Penalty: 4600.076172
	Iteration 32Q: 3 clusters Score -1098566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1098575.625000 Penalty: 4600.076172
	Iteration 33Q: 3 clusters Score -1098576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1098585.625000 Penalty: 4600.076172
	Iteration 34Q: 3 clusters Score -1098586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1098590.375000 Penalty: 4600.076172
	Iteration 35Q: 3 clusters Score -1098590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1098598.625000 Penalty: 4600.076172
	Iteration 36Q: 3 clusters Score -1098599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1098604.125000 Penalty: 4600.076172
	Iteration 37Q: 3 clusters Score -1098604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1098611.625000 Penalty: 4600.076172
	Iteration 38Q: 3 clusters Score -1098612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1098618.750000 Penalty: 4600.076172
	Iteration 39Q: 3 clusters Score -1098619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1098622.500000 Penalty: 4600.076172
	Iteration 40F: 3 clusters Score -1098622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1098625.500000 Penalty: 4600.076172
	Iteration 41Q: 3 clusters Score -1098626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1098630.625000 Penalty: 4600.076172
	Iteration 42Q: 3 clusters Score -1098631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1098631.125000 Penalty: 4600.076172
	Iteration 43Q: 3 clusters Score -1098631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1098637.000000 Penalty: 4600.076172
	Iteration 44Q: 3 clusters Score -1098637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1098641.125000 Penalty: 4600.076172
	Iteration 45Q: 3 clusters Score -1098641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1098644.000000 Penalty: 4600.076172
	Iteration 46Q: 3 clusters Score -1098644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1098647.875000 Penalty: 4600.076172
	Iteration 47Q: 3 clusters Score -1098648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1098650.250000 Penalty: 4600.076172
	Iteration 48Q: 3 clusters Score -1098650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1098652.500000 Penalty: 4600.076172
	Iteration 49Q: 3 clusters Score -1098652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1098654.000000 Penalty: 4600.076172
	Iteration 50Q: 3 clusters Score -1098654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1098657.250000 Penalty: 4600.076172
	Iteration 51Q: 3 clusters Score -1098657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1098658.750000 Penalty: 4600.076172
	Iteration 52Q: 3 clusters Score -1098659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1098658.625000 Penalty: 4600.076172
	Iteration 53Q: 3 clusters Score -1098659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1098662.125000 Penalty: 4600.076172
	Iteration 54Q: 3 clusters Score -1098662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1098663.750000 Penalty: 4600.076172
	Iteration 55Q: 3 clusters Score -1098664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1098663.125000 Penalty: 4600.076172
	Iteration 56Q: 3 clusters Score -1098663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1098664.875000 Penalty: 4600.076172
	Iteration 57Q: 3 clusters Score -1098665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1098667.125000 Penalty: 4600.076172
	Iteration 58Q: 3 clusters Score -1098667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1098667.125000 Penalty: 4600.076172
	Iteration 59F: 3 clusters Score -1098667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -264777.312500 Penalty: 1986.733887
	Iteration 0F: 2 clusters Score -264777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -261549.125000 Penalty: 3973.467773
	Iteration 0F: 3 clusters Score -261549.1 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -262244.687500 Penalty: 3973.467773
	Iteration 1F: 3 clusters Score -262244.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -262447.093750 Penalty: 3973.467773
	Iteration 2F: 3 clusters Score -262447.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -262568.937500 Penalty: 3973.467773
	Iteration 3F: 3 clusters Score -262568.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -262667.593750 Penalty: 3973.467773
	Iteration 4Q: 3 clusters Score -262667.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -262757.250000 Penalty: 3973.467773
	Iteration 5Q: 3 clusters Score -262757.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -262816.031250 Penalty: 3973.467773
	Iteration 6Q: 3 clusters Score -262816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -262864.875000 Penalty: 3973.467773
	Iteration 7Q: 3 clusters Score -262864.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -262901.281250 Penalty: 3973.467773
	Iteration 8Q: 3 clusters Score -262901.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -262925.906250 Penalty: 3973.467773
	Iteration 9Q: 3 clusters Score -262925.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -262948.250000 Penalty: 3973.467773
	Iteration 10Q: 3 clusters Score -262948.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -262963.687500 Penalty: 3973.467773
	Iteration 11Q: 3 clusters Score -262963.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -262975.593750 Penalty: 3973.467773
	Iteration 12Q: 3 clusters Score -262975.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -262985.968750 Penalty: 3973.467773
	Iteration 13Q: 3 clusters Score -262986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -262993.531250 Penalty: 3973.467773
	Iteration 14Q: 3 clusters Score -262993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -263000.656250 Penalty: 3973.467773
	Iteration 15Q: 3 clusters Score -263000.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -263006.125000 Penalty: 3973.467773
	Iteration 16Q: 3 clusters Score -263006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -263012.156250 Penalty: 3973.467773
	Iteration 17Q: 3 clusters Score -263012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -263015.750000 Penalty: 3973.467773
	Iteration 18Q: 3 clusters Score -263015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -263018.187500 Penalty: 3973.467773
	Iteration 19Q: 3 clusters Score -263018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -263021.281250 Penalty: 3973.467773
	Iteration 20F: 3 clusters Score -263021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -263022.062500 Penalty: 3973.467773
	Iteration 21Q: 3 clusters Score -263022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -263022.281250 Penalty: 3973.467773
	Iteration 22Q: 3 clusters Score -263022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -263022.500000 Penalty: 3973.467773
	Iteration 23Q: 3 clusters Score -263022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -263022.500000 Penalty: 3973.467773
	Iteration 24F: 3 clusters Score -263022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (326831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326831 members 
Entering Unmasked Estep 
Score: -34789352.000000 Penalty: 3148.905273
	Iteration 0F: 2 clusters Score -3.478935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -34574752.000000 Penalty: 6297.810547
	Iteration 0F: 3 clusters Score -3.457475e+07 nChanged 158911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 163582 members 
Entering Unmasked Estep 
Score: -34669304.000000 Penalty: 6297.810547
	Iteration 1F: 3 clusters Score -3.46693e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 164106 members 
Entering Unmasked Estep 
Score: -34671240.000000 Penalty: 6297.810547
	Iteration 2Q: 3 clusters Score -3.467124e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -34673544.000000 Penalty: 6297.810547
	Iteration 3Q: 3 clusters Score -3.467354e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -34677208.000000 Penalty: 6297.810547
	Iteration 4Q: 3 clusters Score -3.467721e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -34682660.000000 Penalty: 6297.810547
	Iteration 5Q: 3 clusters Score -3.468266e+07 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153112 members 
Mstep: Class 2 contains 173719 members 
Entering Unmasked Estep 
Score: -34692968.000000 Penalty: 6297.810547
	Iteration 6F: 3 clusters Score -3.469297e+07 nChanged 21290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147238 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -34710064.000000 Penalty: 6297.810547
	Iteration 7F: 3 clusters Score -3.471006e+07 nChanged 24360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141224 members 
Mstep: Class 2 contains 185607 members 
Entering Unmasked Estep 
Score: -34732592.000000 Penalty: 6297.810547
	Iteration 8F: 3 clusters Score -3.473259e+07 nChanged 22529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137027 members 
Mstep: Class 2 contains 189804 members 
Entering Unmasked Estep 
Score: -34748280.000000 Penalty: 6297.810547
	Iteration 9F: 3 clusters Score -3.474828e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 192171 members 
Entering Unmasked Estep 
Score: -34754716.000000 Penalty: 6297.810547
	Iteration 10Q: 3 clusters Score -3.475472e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 194084 members 
Entering Unmasked Estep 
Score: -34757776.000000 Penalty: 6297.810547
	Iteration 11Q: 3 clusters Score -3.475778e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130921 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -34760072.000000 Penalty: 6297.810547
	Iteration 12Q: 3 clusters Score -3.476007e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 197465 members 
Entering Unmasked Estep 
Score: -34762476.000000 Penalty: 6297.810547
	Iteration 13Q: 3 clusters Score -3.476248e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128043 members 
Mstep: Class 2 contains 198788 members 
Entering Unmasked Estep 
Score: -34764320.000000 Penalty: 6297.810547
	Iteration 14Q: 3 clusters Score -3.476432e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 199932 members 
Entering Unmasked Estep 
Score: -34765620.000000 Penalty: 6297.810547
	Iteration 15Q: 3 clusters Score -3.476562e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 200826 members 
Entering Unmasked Estep 
Score: -34766860.000000 Penalty: 6297.810547
	Iteration 16Q: 3 clusters Score -3.476686e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -34767808.000000 Penalty: 6297.810547
	Iteration 17Q: 3 clusters Score -3.476781e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124450 members 
Mstep: Class 2 contains 202381 members 
Entering Unmasked Estep 
Score: -34768604.000000 Penalty: 6297.810547
	Iteration 18Q: 3 clusters Score -3.47686e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 202952 members 
Entering Unmasked Estep 
Score: -34769280.000000 Penalty: 6297.810547
	Iteration 19Q: 3 clusters Score -3.476928e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 203435 members 
Entering Unmasked Estep 
Score: -34769696.000000 Penalty: 6297.810547
	Iteration 20F: 3 clusters Score -3.47697e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 203805 members 
Entering Unmasked Estep 
Score: -34769904.000000 Penalty: 6297.810547
	Iteration 21Q: 3 clusters Score -3.47699e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 204134 members 
Entering Unmasked Estep 
Score: -34770148.000000 Penalty: 6297.810547
	Iteration 22Q: 3 clusters Score -3.477015e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122389 members 
Mstep: Class 2 contains 204442 members 
Entering Unmasked Estep 
Score: -34770132.000000 Penalty: 6297.810547
	Iteration 23Q: 3 clusters Score -3.477013e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 204718 members 
Entering Unmasked Estep 
Score: -34770256.000000 Penalty: 6297.810547
	Iteration 24Q: 3 clusters Score -3.477026e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -34770324.000000 Penalty: 6297.810547
	Iteration 25Q: 3 clusters Score -3.477032e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -34770256.000000 Penalty: 6297.810547
	Iteration 26Q: 3 clusters Score -3.477026e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121349 members 
Mstep: Class 2 contains 205482 members 
Entering Unmasked Estep 
Score: -34770176.000000 Penalty: 6297.810547
	Iteration 27Q: 3 clusters Score -3.477018e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 205749 members 
Entering Unmasked Estep 
Score: -34770204.000000 Penalty: 6297.810547
	Iteration 28Q: 3 clusters Score -3.47702e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Mstep: Class 2 contains 206001 members 
Entering Unmasked Estep 
Score: -34770176.000000 Penalty: 6297.810547
	Iteration 29Q: 3 clusters Score -3.477018e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120595 members 
Mstep: Class 2 contains 206236 members 
Entering Unmasked Estep 
Score: -34770156.000000 Penalty: 6297.810547
	Iteration 30Q: 3 clusters Score -3.477016e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 206477 members 
Entering Unmasked Estep 
Score: -34770240.000000 Penalty: 6297.810547
	Iteration 31Q: 3 clusters Score -3.477024e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 206729 members 
Entering Unmasked Estep 
Score: -34770164.000000 Penalty: 6297.810547
	Iteration 32Q: 3 clusters Score -3.477016e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 207004 members 
Entering Unmasked Estep 
Score: -34770240.000000 Penalty: 6297.810547
	Iteration 33Q: 3 clusters Score -3.477024e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119567 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -34770248.000000 Penalty: 6297.810547
	Iteration 34Q: 3 clusters Score -3.477025e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 207532 members 
Entering Unmasked Estep 
Score: -34770276.000000 Penalty: 6297.810547
	Iteration 35Q: 3 clusters Score -3.477028e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 207790 members 
Entering Unmasked Estep 
Score: -34770232.000000 Penalty: 6297.810547
	Iteration 36Q: 3 clusters Score -3.477023e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 208041 members 
Entering Unmasked Estep 
Score: -34770240.000000 Penalty: 6297.810547
	Iteration 37Q: 3 clusters Score -3.477024e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 208253 members 
Entering Unmasked Estep 
Score: -34770188.000000 Penalty: 6297.810547
	Iteration 38Q: 3 clusters Score -3.477019e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118355 members 
Mstep: Class 2 contains 208476 members 
Entering Unmasked Estep 
Score: -34770172.000000 Penalty: 6297.810547
	Iteration 39Q: 3 clusters Score -3.477017e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118111 members 
Mstep: Class 2 contains 208720 members 
Entering Unmasked Estep 
Score: -34770156.000000 Penalty: 6297.810547
	Iteration 40F: 3 clusters Score -3.477016e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 208946 members 
Entering Unmasked Estep 
Score: -34770144.000000 Penalty: 6297.810547
	Iteration 41Q: 3 clusters Score -3.477014e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117653 members 
Mstep: Class 2 contains 209178 members 
Entering Unmasked Estep 
Score: -34770208.000000 Penalty: 6297.810547
	Iteration 42Q: 3 clusters Score -3.477021e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117418 members 
Mstep: Class 2 contains 209413 members 
Entering Unmasked Estep 
Score: -34770168.000000 Penalty: 6297.810547
	Iteration 43Q: 3 clusters Score -3.477017e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 209640 members 
Entering Unmasked Estep 
Score: -34770148.000000 Penalty: 6297.810547
	Iteration 44Q: 3 clusters Score -3.477015e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116937 members 
Mstep: Class 2 contains 209894 members 
Entering Unmasked Estep 
Score: -34770208.000000 Penalty: 6297.810547
	Iteration 45Q: 3 clusters Score -3.477021e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 210151 members 
Entering Unmasked Estep 
Score: -34770216.000000 Penalty: 6297.810547
	Iteration 46Q: 3 clusters Score -3.477022e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 210444 members 
Entering Unmasked Estep 
Score: -34770260.000000 Penalty: 6297.810547
	Iteration 47Q: 3 clusters Score -3.477026e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 210721 members 
Entering Unmasked Estep 
Score: -34770292.000000 Penalty: 6297.810547
	Iteration 48Q: 3 clusters Score -3.477029e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 210989 members 
Entering Unmasked Estep 
Score: -34770328.000000 Penalty: 6297.810547
	Iteration 49Q: 3 clusters Score -3.477033e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115557 members 
Mstep: Class 2 contains 211274 members 
Entering Unmasked Estep 
Score: -34770332.000000 Penalty: 6297.810547
	Iteration 50Q: 3 clusters Score -3.477033e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 211582 members 
Entering Unmasked Estep 
Score: -34770324.000000 Penalty: 6297.810547
	Iteration 51Q: 3 clusters Score -3.477032e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 211889 members 
Entering Unmasked Estep 
Score: -34770324.000000 Penalty: 6297.810547
	Iteration 52Q: 3 clusters Score -3.477032e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 212218 members 
Entering Unmasked Estep 
Score: -34770344.000000 Penalty: 6297.810547
	Iteration 53Q: 3 clusters Score -3.477034e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114261 members 
Mstep: Class 2 contains 212570 members 
Entering Unmasked Estep 
Score: -34770336.000000 Penalty: 6297.810547
	Iteration 54Q: 3 clusters Score -3.477034e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 212912 members 
Entering Unmasked Estep 
Score: -34770328.000000 Penalty: 6297.810547
	Iteration 55Q: 3 clusters Score -3.477033e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 213237 members 
Entering Unmasked Estep 
Score: -34770384.000000 Penalty: 6297.810547
	Iteration 56Q: 3 clusters Score -3.477038e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113253 members 
Mstep: Class 2 contains 213578 members 
Entering Unmasked Estep 
Score: -34770448.000000 Penalty: 6297.810547
	Iteration 57Q: 3 clusters Score -3.477045e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112924 members 
Mstep: Class 2 contains 213907 members 
Entering Unmasked Estep 
Score: -34770432.000000 Penalty: 6297.810547
	Iteration 58Q: 3 clusters Score -3.477043e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 214228 members 
Entering Unmasked Estep 
Score: -34770492.000000 Penalty: 6297.810547
	Iteration 59Q: 3 clusters Score -3.477049e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 214531 members 
Entering Unmasked Estep 
Score: -34770436.000000 Penalty: 6297.810547
	Iteration 60F: 3 clusters Score -3.477044e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 214868 members 
Entering Unmasked Estep 
Score: -34770464.000000 Penalty: 6297.810547
	Iteration 61Q: 3 clusters Score -3.477046e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 215233 members 
Entering Unmasked Estep 
Score: -34770484.000000 Penalty: 6297.810547
	Iteration 62Q: 3 clusters Score -3.477048e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 215566 members 
Entering Unmasked Estep 
Score: -34770480.000000 Penalty: 6297.810547
	Iteration 63Q: 3 clusters Score -3.477048e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 215887 members 
Entering Unmasked Estep 
Score: -34770452.000000 Penalty: 6297.810547
	Iteration 64Q: 3 clusters Score -3.477045e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 216200 members 
Entering Unmasked Estep 
Score: -34770548.000000 Penalty: 6297.810547
	Iteration 65Q: 3 clusters Score -3.477055e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110318 members 
Mstep: Class 2 contains 216513 members 
Entering Unmasked Estep 
Score: -34770548.000000 Penalty: 6297.810547
	Iteration 66Q: 3 clusters Score -3.477055e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109992 members 
Mstep: Class 2 contains 216839 members 
Entering Unmasked Estep 
Score: -34770564.000000 Penalty: 6297.810547
	Iteration 67Q: 3 clusters Score -3.477056e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 217183 members 
Entering Unmasked Estep 
Score: -34770628.000000 Penalty: 6297.810547
	Iteration 68Q: 3 clusters Score -3.477063e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 217525 members 
Entering Unmasked Estep 
Score: -34770612.000000 Penalty: 6297.810547
	Iteration 69Q: 3 clusters Score -3.477061e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 217892 members 
Entering Unmasked Estep 
Score: -34770656.000000 Penalty: 6297.810547
	Iteration 70Q: 3 clusters Score -3.477066e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 218258 members 
Entering Unmasked Estep 
Score: -34770580.000000 Penalty: 6297.810547
	Iteration 71Q: 3 clusters Score -3.477058e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 218622 members 
Entering Unmasked Estep 
Score: -34770548.000000 Penalty: 6297.810547
	Iteration 72Q: 3 clusters Score -3.477055e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 218991 members 
Entering Unmasked Estep 
Score: -34770512.000000 Penalty: 6297.810547
	Iteration 73Q: 3 clusters Score -3.477051e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 219357 members 
Entering Unmasked Estep 
Score: -34770500.000000 Penalty: 6297.810547
	Iteration 74Q: 3 clusters Score -3.47705e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 219741 members 
Entering Unmasked Estep 
Score: -34770520.000000 Penalty: 6297.810547
	Iteration 75Q: 3 clusters Score -3.477052e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 220130 members 
Entering Unmasked Estep 
Score: -34770612.000000 Penalty: 6297.810547
	Iteration 76Q: 3 clusters Score -3.477061e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 220514 members 
Entering Unmasked Estep 
Score: -34770632.000000 Penalty: 6297.810547
	Iteration 77Q: 3 clusters Score -3.477063e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 220875 members 
Entering Unmasked Estep 
Score: -34770640.000000 Penalty: 6297.810547
	Iteration 78Q: 3 clusters Score -3.477064e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 221265 members 
Entering Unmasked Estep 
Score: -34770696.000000 Penalty: 6297.810547
	Iteration 79Q: 3 clusters Score -3.47707e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 221624 members 
Entering Unmasked Estep 
Score: -34770680.000000 Penalty: 6297.810547
	Iteration 80F: 3 clusters Score -3.477068e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 221964 members 
Entering Unmasked Estep 
Score: -34770712.000000 Penalty: 6297.810547
	Iteration 81Q: 3 clusters Score -3.477071e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 222305 members 
Entering Unmasked Estep 
Score: -34770704.000000 Penalty: 6297.810547
	Iteration 82Q: 3 clusters Score -3.47707e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 222668 members 
Entering Unmasked Estep 
Score: -34770668.000000 Penalty: 6297.810547
	Iteration 83Q: 3 clusters Score -3.477067e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 223042 members 
Entering Unmasked Estep 
Score: -34770676.000000 Penalty: 6297.810547
	Iteration 84Q: 3 clusters Score -3.477068e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 223430 members 
Entering Unmasked Estep 
Score: -34770752.000000 Penalty: 6297.810547
	Iteration 85Q: 3 clusters Score -3.477075e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 223822 members 
Entering Unmasked Estep 
Score: -34770700.000000 Penalty: 6297.810547
	Iteration 86Q: 3 clusters Score -3.47707e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102583 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -34770748.000000 Penalty: 6297.810547
	Iteration 87Q: 3 clusters Score -3.477075e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 224663 members 
Entering Unmasked Estep 
Score: -34770788.000000 Penalty: 6297.810547
	Iteration 88Q: 3 clusters Score -3.477079e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Mstep: Class 2 contains 225108 members 
Entering Unmasked Estep 
Score: -34770760.000000 Penalty: 6297.810547
	Iteration 89Q: 3 clusters Score -3.477076e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 225577 members 
Entering Unmasked Estep 
Score: -34770840.000000 Penalty: 6297.810547
	Iteration 90Q: 3 clusters Score -3.477084e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 226012 members 
Entering Unmasked Estep 
Score: -34770892.000000 Penalty: 6297.810547
	Iteration 91Q: 3 clusters Score -3.477089e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 226446 members 
Entering Unmasked Estep 
Score: -34770936.000000 Penalty: 6297.810547
	Iteration 92Q: 3 clusters Score -3.477094e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 226860 members 
Entering Unmasked Estep 
Score: -34770944.000000 Penalty: 6297.810547
	Iteration 93Q: 3 clusters Score -3.477094e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 227287 members 
Entering Unmasked Estep 
Score: -34770884.000000 Penalty: 6297.810547
	Iteration 94Q: 3 clusters Score -3.477088e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 227716 members 
Entering Unmasked Estep 
Score: -34770844.000000 Penalty: 6297.810547
	Iteration 95Q: 3 clusters Score -3.477084e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 228174 members 
Entering Unmasked Estep 
Score: -34770764.000000 Penalty: 6297.810547
	Iteration 96Q: 3 clusters Score -3.477076e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 228624 members 
Entering Unmasked Estep 
Score: -34770788.000000 Penalty: 6297.810547
	Iteration 97Q: 3 clusters Score -3.477079e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 229042 members 
Entering Unmasked Estep 
Score: -34770736.000000 Penalty: 6297.810547
	Iteration 98Q: 3 clusters Score -3.477074e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 229470 members 
Entering Unmasked Estep 
Score: -34770716.000000 Penalty: 6297.810547
	Iteration 99Q: 3 clusters Score -3.477072e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 229915 members 
Entering Unmasked Estep 
Score: -34770796.000000 Penalty: 6297.810547
	Iteration 100F: 3 clusters Score -3.47708e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 230341 members 
Entering Unmasked Estep 
Score: -34770812.000000 Penalty: 6297.810547
	Iteration 101Q: 3 clusters Score -3.477081e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 230791 members 
Entering Unmasked Estep 
Score: -34770776.000000 Penalty: 6297.810547
	Iteration 102Q: 3 clusters Score -3.477078e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 231194 members 
Entering Unmasked Estep 
Score: -34770884.000000 Penalty: 6297.810547
	Iteration 103Q: 3 clusters Score -3.477088e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 231625 members 
Entering Unmasked Estep 
Score: -34770884.000000 Penalty: 6297.810547
	Iteration 104Q: 3 clusters Score -3.477088e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 232085 members 
Entering Unmasked Estep 
Score: -34770976.000000 Penalty: 6297.810547
	Iteration 105Q: 3 clusters Score -3.477098e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 232544 members 
Entering Unmasked Estep 
Score: -34771076.000000 Penalty: 6297.810547
	Iteration 106Q: 3 clusters Score -3.477108e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 233027 members 
Entering Unmasked Estep 
Score: -34771108.000000 Penalty: 6297.810547
	Iteration 107Q: 3 clusters Score -3.477111e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 233533 members 
Entering Unmasked Estep 
Score: -34771048.000000 Penalty: 6297.810547
	Iteration 108Q: 3 clusters Score -3.477105e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 234040 members 
Entering Unmasked Estep 
Score: -34771108.000000 Penalty: 6297.810547
	Iteration 109Q: 3 clusters Score -3.477111e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 234556 members 
Entering Unmasked Estep 
Score: -34771164.000000 Penalty: 6297.810547
	Iteration 110Q: 3 clusters Score -3.477116e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 235114 members 
Entering Unmasked Estep 
Score: -34771192.000000 Penalty: 6297.810547
	Iteration 111Q: 3 clusters Score -3.477119e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 235709 members 
Entering Unmasked Estep 
Score: -34771268.000000 Penalty: 6297.810547
	Iteration 112Q: 3 clusters Score -3.477127e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 236279 members 
Entering Unmasked Estep 
Score: -34771320.000000 Penalty: 6297.810547
	Iteration 113Q: 3 clusters Score -3.477132e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 236883 members 
Entering Unmasked Estep 
Score: -34771316.000000 Penalty: 6297.810547
	Iteration 114Q: 3 clusters Score -3.477132e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 237504 members 
Entering Unmasked Estep 
Score: -34771340.000000 Penalty: 6297.810547
	Iteration 115Q: 3 clusters Score -3.477134e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 238126 members 
Entering Unmasked Estep 
Score: -34771264.000000 Penalty: 6297.810547
	Iteration 116Q: 3 clusters Score -3.477126e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 238818 members 
Entering Unmasked Estep 
Score: -34771412.000000 Penalty: 6297.810547
	Iteration 117Q: 3 clusters Score -3.477141e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 239569 members 
Entering Unmasked Estep 
Score: -34771488.000000 Penalty: 6297.810547
	Iteration 118Q: 3 clusters Score -3.477149e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 240382 members 
Entering Unmasked Estep 
Score: -34771624.000000 Penalty: 6297.810547
	Iteration 119Q: 3 clusters Score -3.477162e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 241211 members 
Entering Unmasked Estep 
Score: -34771640.000000 Penalty: 6297.810547
	Iteration 120F: 3 clusters Score -3.477164e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 242092 members 
Entering Unmasked Estep 
Score: -34771736.000000 Penalty: 6297.810547
	Iteration 121Q: 3 clusters Score -3.477174e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 243015 members 
Entering Unmasked Estep 
Score: -34771836.000000 Penalty: 6297.810547
	Iteration 122Q: 3 clusters Score -3.477184e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 243988 members 
Entering Unmasked Estep 
Score: -34771940.000000 Penalty: 6297.810547
	Iteration 123Q: 3 clusters Score -3.477194e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 244996 members 
Entering Unmasked Estep 
Score: -34772048.000000 Penalty: 6297.810547
	Iteration 124Q: 3 clusters Score -3.477205e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 246023 members 
Entering Unmasked Estep 
Score: -34772164.000000 Penalty: 6297.810547
	Iteration 125Q: 3 clusters Score -3.477216e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 247065 members 
Entering Unmasked Estep 
Score: -34772164.000000 Penalty: 6297.810547
	Iteration 126Q: 3 clusters Score -3.477216e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 248118 members 
Entering Unmasked Estep 
Score: -34772268.000000 Penalty: 6297.810547
	Iteration 127Q: 3 clusters Score -3.477227e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 249188 members 
Entering Unmasked Estep 
Score: -34772276.000000 Penalty: 6297.810547
	Iteration 128Q: 3 clusters Score -3.477228e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 250265 members 
Entering Unmasked Estep 
Score: -34772412.000000 Penalty: 6297.810547
	Iteration 129Q: 3 clusters Score -3.477241e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 251380 members 
Entering Unmasked Estep 
Score: -34772452.000000 Penalty: 6297.810547
	Iteration 130Q: 3 clusters Score -3.477245e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 252498 members 
Entering Unmasked Estep 
Score: -34772456.000000 Penalty: 6297.810547
	Iteration 131Q: 3 clusters Score -3.477246e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 253636 members 
Entering Unmasked Estep 
Score: -34772604.000000 Penalty: 6297.810547
	Iteration 132Q: 3 clusters Score -3.47726e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 254831 members 
Entering Unmasked Estep 
Score: -34772836.000000 Penalty: 6297.810547
	Iteration 133Q: 3 clusters Score -3.477284e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 256082 members 
Entering Unmasked Estep 
Score: -34772816.000000 Penalty: 6297.810547
	Iteration 134Q: 3 clusters Score -3.477282e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 257319 members 
Entering Unmasked Estep 
Score: -34773072.000000 Penalty: 6297.810547
	Iteration 135Q: 3 clusters Score -3.477307e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 258590 members 
Entering Unmasked Estep 
Score: -34773128.000000 Penalty: 6297.810547
	Iteration 136Q: 3 clusters Score -3.477313e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 259894 members 
Entering Unmasked Estep 
Score: -34773280.000000 Penalty: 6297.810547
	Iteration 137Q: 3 clusters Score -3.477328e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 261218 members 
Entering Unmasked Estep 
Score: -34773516.000000 Penalty: 6297.810547
	Iteration 138Q: 3 clusters Score -3.477352e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 262515 members 
Entering Unmasked Estep 
Score: -34773696.000000 Penalty: 6297.810547
	Iteration 139Q: 3 clusters Score -3.47737e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 263817 members 
Entering Unmasked Estep 
Score: -34773712.000000 Penalty: 6297.810547
	Iteration 140F: 3 clusters Score -3.477371e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 265107 members 
Entering Unmasked Estep 
Score: -34774012.000000 Penalty: 6297.810547
	Iteration 141Q: 3 clusters Score -3.477401e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 266482 members 
Entering Unmasked Estep 
Score: -34774148.000000 Penalty: 6297.810547
	Iteration 142Q: 3 clusters Score -3.477415e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 267846 members 
Entering Unmasked Estep 
Score: -34774224.000000 Penalty: 6297.810547
	Iteration 143Q: 3 clusters Score -3.477422e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 269244 members 
Entering Unmasked Estep 
Score: -34774348.000000 Penalty: 6297.810547
	Iteration 144Q: 3 clusters Score -3.477435e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 270692 members 
Entering Unmasked Estep 
Score: -34774424.000000 Penalty: 6297.810547
	Iteration 145Q: 3 clusters Score -3.477442e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 272172 members 
Entering Unmasked Estep 
Score: -34774688.000000 Penalty: 6297.810547
	Iteration 146Q: 3 clusters Score -3.477469e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 273676 members 
Entering Unmasked Estep 
Score: -34774892.000000 Penalty: 6297.810547
	Iteration 147Q: 3 clusters Score -3.477489e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 275155 members 
Entering Unmasked Estep 
Score: -34775100.000000 Penalty: 6297.810547
	Iteration 148Q: 3 clusters Score -3.47751e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 276665 members 
Entering Unmasked Estep 
Score: -34775408.000000 Penalty: 6297.810547
	Iteration 149Q: 3 clusters Score -3.477541e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 278193 members 
Entering Unmasked Estep 
Score: -34775584.000000 Penalty: 6297.810547
	Iteration 150Q: 3 clusters Score -3.477558e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 279710 members 
Entering Unmasked Estep 
Score: -34775728.000000 Penalty: 6297.810547
	Iteration 151Q: 3 clusters Score -3.477573e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 281258 members 
Entering Unmasked Estep 
Score: -34776028.000000 Penalty: 6297.810547
	Iteration 152Q: 3 clusters Score -3.477603e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 282812 members 
Entering Unmasked Estep 
Score: -34776188.000000 Penalty: 6297.810547
	Iteration 153Q: 3 clusters Score -3.477619e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 284420 members 
Entering Unmasked Estep 
Score: -34776520.000000 Penalty: 6297.810547
	Iteration 154Q: 3 clusters Score -3.477652e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 286016 members 
Entering Unmasked Estep 
Score: -34776816.000000 Penalty: 6297.810547
	Iteration 155Q: 3 clusters Score -3.477682e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 287623 members 
Entering Unmasked Estep 
Score: -34777148.000000 Penalty: 6297.810547
	Iteration 156Q: 3 clusters Score -3.477715e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 289238 members 
Entering Unmasked Estep 
Score: -34777468.000000 Penalty: 6297.810547
	Iteration 157Q: 3 clusters Score -3.477747e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 290923 members 
Entering Unmasked Estep 
Score: -34777644.000000 Penalty: 6297.810547
	Iteration 158Q: 3 clusters Score -3.477764e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 292632 members 
Entering Unmasked Estep 
Score: -34778120.000000 Penalty: 6297.810547
	Iteration 159Q: 3 clusters Score -3.477812e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 294344 members 
Entering Unmasked Estep 
Score: -34778420.000000 Penalty: 6297.810547
	Iteration 160F: 3 clusters Score -3.477842e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 295998 members 
Entering Unmasked Estep 
Score: -34778976.000000 Penalty: 6297.810547
	Iteration 161Q: 3 clusters Score -3.477898e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 297711 members 
Entering Unmasked Estep 
Score: -34779376.000000 Penalty: 6297.810547
	Iteration 162Q: 3 clusters Score -3.477938e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 299412 members 
Entering Unmasked Estep 
Score: -34779808.000000 Penalty: 6297.810547
	Iteration 163Q: 3 clusters Score -3.477981e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 301048 members 
Entering Unmasked Estep 
Score: -34780324.000000 Penalty: 6297.810547
	Iteration 164Q: 3 clusters Score -3.478032e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 302721 members 
Entering Unmasked Estep 
Score: -34780588.000000 Penalty: 6297.810547
	Iteration 165Q: 3 clusters Score -3.478059e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 304448 members 
Entering Unmasked Estep 
Score: -34781160.000000 Penalty: 6297.810547
	Iteration 166Q: 3 clusters Score -3.478116e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 306101 members 
Entering Unmasked Estep 
Score: -34781580.000000 Penalty: 6297.810547
	Iteration 167Q: 3 clusters Score -3.478158e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 307693 members 
Entering Unmasked Estep 
Score: -34782072.000000 Penalty: 6297.810547
	Iteration 168Q: 3 clusters Score -3.478207e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 309214 members 
Entering Unmasked Estep 
Score: -34782568.000000 Penalty: 6297.810547
	Iteration 169Q: 3 clusters Score -3.478257e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 310686 members 
Entering Unmasked Estep 
Score: -34782956.000000 Penalty: 6297.810547
	Iteration 170Q: 3 clusters Score -3.478296e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 312079 members 
Entering Unmasked Estep 
Score: -34783340.000000 Penalty: 6297.810547
	Iteration 171Q: 3 clusters Score -3.478334e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 313376 members 
Entering Unmasked Estep 
Score: -34783744.000000 Penalty: 6297.810547
	Iteration 172Q: 3 clusters Score -3.478374e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 314602 members 
Entering Unmasked Estep 
Score: -34784168.000000 Penalty: 6297.810547
	Iteration 173Q: 3 clusters Score -3.478417e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 315750 members 
Entering Unmasked Estep 
Score: -34784536.000000 Penalty: 6297.810547
	Iteration 174Q: 3 clusters Score -3.478454e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 316791 members 
Entering Unmasked Estep 
Score: -34784904.000000 Penalty: 6297.810547
	Iteration 175Q: 3 clusters Score -3.47849e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 317688 members 
Entering Unmasked Estep 
Score: -34785176.000000 Penalty: 6297.810547
	Iteration 176Q: 3 clusters Score -3.478518e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 318520 members 
Entering Unmasked Estep 
Score: -34785484.000000 Penalty: 6297.810547
	Iteration 177Q: 3 clusters Score -3.478548e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 319303 members 
Entering Unmasked Estep 
Score: -34785676.000000 Penalty: 6297.810547
	Iteration 178Q: 3 clusters Score -3.478568e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 319988 members 
Entering Unmasked Estep 
Score: -34785948.000000 Penalty: 6297.810547
	Iteration 179Q: 3 clusters Score -3.478595e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 320618 members 
Entering Unmasked Estep 
Score: -34786044.000000 Penalty: 6297.810547
	Iteration 180F: 3 clusters Score -3.478604e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 321175 members 
Entering Unmasked Estep 
Score: -34786228.000000 Penalty: 6297.810547
	Iteration 181Q: 3 clusters Score -3.478623e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 321682 members 
Entering Unmasked Estep 
Score: -34786372.000000 Penalty: 6297.810547
	Iteration 182Q: 3 clusters Score -3.478637e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 322136 members 
Entering Unmasked Estep 
Score: -34786532.000000 Penalty: 6297.810547
	Iteration 183Q: 3 clusters Score -3.478653e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 322542 members 
Entering Unmasked Estep 
Score: -34786560.000000 Penalty: 6297.810547
	Iteration 184Q: 3 clusters Score -3.478656e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 322872 members 
Entering Unmasked Estep 
Score: -34786660.000000 Penalty: 6297.810547
	Iteration 185Q: 3 clusters Score -3.478666e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 323146 members 
Entering Unmasked Estep 
Score: -34786636.000000 Penalty: 6297.810547
	Iteration 186Q: 3 clusters Score -3.478664e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 323367 members 
Entering Unmasked Estep 
Score: -34786600.000000 Penalty: 6297.810547
	Iteration 187Q: 3 clusters Score -3.47866e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 323563 members 
Entering Unmasked Estep 
Score: -34786700.000000 Penalty: 6297.810547
	Iteration 188Q: 3 clusters Score -3.47867e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 323720 members 
Entering Unmasked Estep 
Score: -34786768.000000 Penalty: 6297.810547
	Iteration 189Q: 3 clusters Score -3.478677e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 323853 members 
Entering Unmasked Estep 
Score: -34786808.000000 Penalty: 6297.810547
	Iteration 190Q: 3 clusters Score -3.478681e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 323954 members 
Entering Unmasked Estep 
Score: -34786764.000000 Penalty: 6297.810547
	Iteration 191Q: 3 clusters Score -3.478676e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 324035 members 
Entering Unmasked Estep 
Score: -34786748.000000 Penalty: 6297.810547
	Iteration 192Q: 3 clusters Score -3.478675e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 324117 members 
Entering Unmasked Estep 
Score: -34786744.000000 Penalty: 6297.810547
	Iteration 193Q: 3 clusters Score -3.478674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 324192 members 
Entering Unmasked Estep 
Score: -34786780.000000 Penalty: 6297.810547
	Iteration 194Q: 3 clusters Score -3.478678e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 324267 members 
Entering Unmasked Estep 
Score: -34786832.000000 Penalty: 6297.810547
	Iteration 195Q: 3 clusters Score -3.478683e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 324347 members 
Entering Unmasked Estep 
Score: -34786828.000000 Penalty: 6297.810547
	Iteration 196Q: 3 clusters Score -3.478683e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 324419 members 
Entering Unmasked Estep 
Score: -34786840.000000 Penalty: 6297.810547
	Iteration 197Q: 3 clusters Score -3.478684e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 324491 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 198Q: 3 clusters Score -3.478692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 324555 members 
Entering Unmasked Estep 
Score: -34786908.000000 Penalty: 6297.810547
	Iteration 199Q: 3 clusters Score -3.478691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 324605 members 
Entering Unmasked Estep 
Score: -34786888.000000 Penalty: 6297.810547
	Iteration 200F: 3 clusters Score -3.478689e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 324654 members 
Entering Unmasked Estep 
Score: -34786840.000000 Penalty: 6297.810547
	Iteration 201Q: 3 clusters Score -3.478684e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 324703 members 
Entering Unmasked Estep 
Score: -34786880.000000 Penalty: 6297.810547
	Iteration 202Q: 3 clusters Score -3.478688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 324757 members 
Entering Unmasked Estep 
Score: -34786868.000000 Penalty: 6297.810547
	Iteration 203Q: 3 clusters Score -3.478687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 324786 members 
Entering Unmasked Estep 
Score: -34786904.000000 Penalty: 6297.810547
	Iteration 204Q: 3 clusters Score -3.47869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 324825 members 
Entering Unmasked Estep 
Score: -34786908.000000 Penalty: 6297.810547
	Iteration 205Q: 3 clusters Score -3.478691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 324853 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 206Q: 3 clusters Score -3.478692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 324876 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 207Q: 3 clusters Score -3.478692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 324899 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 208Q: 3 clusters Score -3.478692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 324921 members 
Entering Unmasked Estep 
Score: -34786896.000000 Penalty: 6297.810547
	Iteration 209Q: 3 clusters Score -3.47869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 324936 members 
Entering Unmasked Estep 
Score: -34786872.000000 Penalty: 6297.810547
	Iteration 210Q: 3 clusters Score -3.478687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 324948 members 
Entering Unmasked Estep 
Score: -34786872.000000 Penalty: 6297.810547
	Iteration 211Q: 3 clusters Score -3.478687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 324967 members 
Entering Unmasked Estep 
Score: -34786876.000000 Penalty: 6297.810547
	Iteration 212Q: 3 clusters Score -3.478688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 324992 members 
Entering Unmasked Estep 
Score: -34786912.000000 Penalty: 6297.810547
	Iteration 213Q: 3 clusters Score -3.478691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 325012 members 
Entering Unmasked Estep 
Score: -34786904.000000 Penalty: 6297.810547
	Iteration 214Q: 3 clusters Score -3.47869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 325019 members 
Entering Unmasked Estep 
Score: -34786900.000000 Penalty: 6297.810547
	Iteration 215Q: 3 clusters Score -3.47869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 325030 members 
Entering Unmasked Estep 
Score: -34786904.000000 Penalty: 6297.810547
	Iteration 216Q: 3 clusters Score -3.47869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 325038 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 217Q: 3 clusters Score -3.478692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 325046 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 218Q: 3 clusters Score -3.478692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 325058 members 
Entering Unmasked Estep 
Score: -34786932.000000 Penalty: 6297.810547
	Iteration 219Q: 3 clusters Score -3.478693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 325068 members 
Entering Unmasked Estep 
Score: -34786932.000000 Penalty: 6297.810547
	Iteration 220F: 3 clusters Score -3.478693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 325081 members 
Entering Unmasked Estep 
Score: -34786908.000000 Penalty: 6297.810547
	Iteration 221Q: 3 clusters Score -3.478691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 325096 members 
Entering Unmasked Estep 
Score: -34786900.000000 Penalty: 6297.810547
	Iteration 222Q: 3 clusters Score -3.47869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 325106 members 
Entering Unmasked Estep 
Score: -34786904.000000 Penalty: 6297.810547
	Iteration 223Q: 3 clusters Score -3.47869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 325112 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 224Q: 3 clusters Score -3.478692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 325123 members 
Entering Unmasked Estep 
Score: -34786912.000000 Penalty: 6297.810547
	Iteration 225Q: 3 clusters Score -3.478691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 325130 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 226Q: 3 clusters Score -3.478692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 325139 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 227Q: 3 clusters Score -3.478692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 325143 members 
Entering Unmasked Estep 
Score: -34786904.000000 Penalty: 6297.810547
	Iteration 228Q: 3 clusters Score -3.47869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 325150 members 
Entering Unmasked Estep 
Score: -34786900.000000 Penalty: 6297.810547
	Iteration 229Q: 3 clusters Score -3.47869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 325161 members 
Entering Unmasked Estep 
Score: -34786900.000000 Penalty: 6297.810547
	Iteration 230Q: 3 clusters Score -3.47869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 325167 members 
Entering Unmasked Estep 
Score: -34786876.000000 Penalty: 6297.810547
	Iteration 231Q: 3 clusters Score -3.478688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 325170 members 
Entering Unmasked Estep 
Score: -34786888.000000 Penalty: 6297.810547
	Iteration 232Q: 3 clusters Score -3.478689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 325172 members 
Entering Unmasked Estep 
Score: -34786888.000000 Penalty: 6297.810547
	Iteration 233Q: 3 clusters Score -3.478689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 325177 members 
Entering Unmasked Estep 
Score: -34786868.000000 Penalty: 6297.810547
	Iteration 234Q: 3 clusters Score -3.478687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 325187 members 
Entering Unmasked Estep 
Score: -34786868.000000 Penalty: 6297.810547
	Iteration 235Q: 3 clusters Score -3.478687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 325193 members 
Entering Unmasked Estep 
Score: -34786872.000000 Penalty: 6297.810547
	Iteration 236Q: 3 clusters Score -3.478687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 325199 members 
Entering Unmasked Estep 
Score: -34786864.000000 Penalty: 6297.810547
	Iteration 237Q: 3 clusters Score -3.478686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 325204 members 
Entering Unmasked Estep 
Score: -34786872.000000 Penalty: 6297.810547
	Iteration 238Q: 3 clusters Score -3.478687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 325209 members 
Entering Unmasked Estep 
Score: -34786884.000000 Penalty: 6297.810547
	Iteration 239Q: 3 clusters Score -3.478688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 325212 members 
Entering Unmasked Estep 
Score: -34786888.000000 Penalty: 6297.810547
	Iteration 240F: 3 clusters Score -3.478689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 325212 members 
Entering Unmasked Estep 
Score: -34786872.000000 Penalty: 6297.810547
	Iteration 241Q: 3 clusters Score -3.478687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 325216 members 
Entering Unmasked Estep 
Score: -34786880.000000 Penalty: 6297.810547
	Iteration 242Q: 3 clusters Score -3.478688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 325220 members 
Entering Unmasked Estep 
Score: -34786860.000000 Penalty: 6297.810547
	Iteration 243Q: 3 clusters Score -3.478686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 325224 members 
Entering Unmasked Estep 
Score: -34786880.000000 Penalty: 6297.810547
	Iteration 244Q: 3 clusters Score -3.478688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 325230 members 
Entering Unmasked Estep 
Score: -34786864.000000 Penalty: 6297.810547
	Iteration 245Q: 3 clusters Score -3.478686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 325235 members 
Entering Unmasked Estep 
Score: -34786888.000000 Penalty: 6297.810547
	Iteration 246Q: 3 clusters Score -3.478689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 325237 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 247Q: 3 clusters Score -3.478692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 325237 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 248Q: 3 clusters Score -3.478692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 325241 members 
Entering Unmasked Estep 
Score: -34786924.000000 Penalty: 6297.810547
	Iteration 249Q: 3 clusters Score -3.478692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 325246 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 250Q: 3 clusters Score -3.478692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 325254 members 
Entering Unmasked Estep 
Score: -34786912.000000 Penalty: 6297.810547
	Iteration 251Q: 3 clusters Score -3.478691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 325260 members 
Entering Unmasked Estep 
Score: -34786908.000000 Penalty: 6297.810547
	Iteration 252Q: 3 clusters Score -3.478691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 325266 members 
Entering Unmasked Estep 
Score: -34786916.000000 Penalty: 6297.810547
	Iteration 253Q: 3 clusters Score -3.478692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 325271 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 254Q: 3 clusters Score -3.478692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 325272 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 255Q: 3 clusters Score -3.478692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 325272 members 
Entering Unmasked Estep 
Score: -34786920.000000 Penalty: 6297.810547
	Iteration 256F: 3 clusters Score -3.478692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -33903.828125 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -33903.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32549.859375 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -32549.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32711.396484 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -32711.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32783.968750 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -32783.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32791.820312 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -32791.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32791.820312 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -32791.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (322188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322188 members 
Entering Unmasked Estep 
Score: -34144536.000000 Penalty: 3145.356934
	Iteration 0F: 2 clusters Score -3.414454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160641 members 
Mstep: Class 2 contains 161547 members 
Entering Unmasked Estep 
Score: -33931208.000000 Penalty: 6290.713867
	Iteration 0F: 3 clusters Score -3.393121e+07 nChanged 156017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148822 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -34023524.000000 Penalty: 6290.713867
	Iteration 1F: 3 clusters Score -3.402352e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141526 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -34025756.000000 Penalty: 6290.713867
	Iteration 2Q: 3 clusters Score -3.402576e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 191909 members 
Entering Unmasked Estep 
Score: -34030328.000000 Penalty: 6290.713867
	Iteration 3Q: 3 clusters Score -3.403033e+07 nChanged 17504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113351 members 
Mstep: Class 2 contains 208837 members 
Entering Unmasked Estep 
Score: -34038688.000000 Penalty: 6290.713867
	Iteration 4F: 3 clusters Score -3.403869e+07 nChanged 24021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 232646 members 
Entering Unmasked Estep 
Score: -34054252.000000 Penalty: 6290.713867
	Iteration 5F: 3 clusters Score -3.405425e+07 nChanged 29857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 262447 members 
Entering Unmasked Estep 
Score: -34080172.000000 Penalty: 6290.713867
	Iteration 6F: 3 clusters Score -3.408017e+07 nChanged 29289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 291730 members 
Entering Unmasked Estep 
Score: -34110312.000000 Penalty: 6290.713867
	Iteration 7F: 3 clusters Score -3.411031e+07 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 310997 members 
Entering Unmasked Estep 
Score: -34130464.000000 Penalty: 6290.713867
	Iteration 8F: 3 clusters Score -3.413046e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 318917 members 
Entering Unmasked Estep 
Score: -34138548.000000 Penalty: 6290.713867
	Iteration 9Q: 3 clusters Score -3.413855e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 321190 members 
Entering Unmasked Estep 
Score: -34140976.000000 Penalty: 6290.713867
	Iteration 10Q: 3 clusters Score -3.414098e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 321759 members 
Entering Unmasked Estep 
Score: -34141408.000000 Penalty: 6290.713867
	Iteration 11Q: 3 clusters Score -3.414141e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 321890 members 
Entering Unmasked Estep 
Score: -34141616.000000 Penalty: 6290.713867
	Iteration 12Q: 3 clusters Score -3.414162e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 321942 members 
Entering Unmasked Estep 
Score: -34141684.000000 Penalty: 6290.713867
	Iteration 13Q: 3 clusters Score -3.414168e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 321954 members 
Entering Unmasked Estep 
Score: -34141732.000000 Penalty: 6290.713867
	Iteration 14Q: 3 clusters Score -3.414173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321959 members 
Entering Unmasked Estep 
Score: -34141748.000000 Penalty: 6290.713867
	Iteration 15Q: 3 clusters Score -3.414175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 321961 members 
Entering Unmasked Estep 
Score: -34141768.000000 Penalty: 6290.713867
	Iteration 16Q: 3 clusters Score -3.414177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 321961 members 
Entering Unmasked Estep 
Score: -34141800.000000 Penalty: 6290.713867
	Iteration 17Q: 3 clusters Score -3.41418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321959 members 
Entering Unmasked Estep 
Score: -34141796.000000 Penalty: 6290.713867
	Iteration 18Q: 3 clusters Score -3.41418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321959 members 
Entering Unmasked Estep 
Score: -34141816.000000 Penalty: 6290.713867
	Iteration 19Q: 3 clusters Score -3.414182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321959 members 
Entering Unmasked Estep 
Score: -34141796.000000 Penalty: 6290.713867
	Iteration 20F: 3 clusters Score -3.41418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 321960 members 
Entering Unmasked Estep 
Score: -34141812.000000 Penalty: 6290.713867
	Iteration 21Q: 3 clusters Score -3.414181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 321960 members 
Entering Unmasked Estep 
Score: -34141812.000000 Penalty: 6290.713867
	Iteration 22F: 3 clusters Score -3.414181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -800891.437500 Penalty: 2216.625488
	Iteration 0F: 2 clusters Score -800891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -794680.187500 Penalty: 4433.250977
	Iteration 0F: 3 clusters Score -794680.2 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -796273.812500 Penalty: 4433.250977
	Iteration 1F: 3 clusters Score -796273.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -796503.937500 Penalty: 4433.250977
	Iteration 2F: 3 clusters Score -796503.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -796671.437500 Penalty: 4433.250977
	Iteration 3F: 3 clusters Score -796671.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -796803.687500 Penalty: 4433.250977
	Iteration 4Q: 3 clusters Score -796803.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -796900.812500 Penalty: 4433.250977
	Iteration 5Q: 3 clusters Score -796900.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -796973.625000 Penalty: 4433.250977
	Iteration 6Q: 3 clusters Score -796973.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -797038.187500 Penalty: 4433.250977
	Iteration 7Q: 3 clusters Score -797038.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -797102.187500 Penalty: 4433.250977
	Iteration 8Q: 3 clusters Score -797102.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -797166.750000 Penalty: 4433.250977
	Iteration 9Q: 3 clusters Score -797166.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -797239.375000 Penalty: 4433.250977
	Iteration 10Q: 3 clusters Score -797239.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -797312.875000 Penalty: 4433.250977
	Iteration 11Q: 3 clusters Score -797312.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -797396.937500 Penalty: 4433.250977
	Iteration 12Q: 3 clusters Score -797396.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -797502.375000 Penalty: 4433.250977
	Iteration 13Q: 3 clusters Score -797502.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -797611.187500 Penalty: 4433.250977
	Iteration 14Q: 3 clusters Score -797611.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -797726.750000 Penalty: 4433.250977
	Iteration 15Q: 3 clusters Score -797726.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -797853.375000 Penalty: 4433.250977
	Iteration 16Q: 3 clusters Score -797853.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -797992.000000 Penalty: 4433.250977
	Iteration 17Q: 3 clusters Score -797992 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -798143.375000 Penalty: 4433.250977
	Iteration 18Q: 3 clusters Score -798143.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -798275.375000 Penalty: 4433.250977
	Iteration 19Q: 3 clusters Score -798275.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -798399.062500 Penalty: 4433.250977
	Iteration 20F: 3 clusters Score -798399.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -798514.000000 Penalty: 4433.250977
	Iteration 21Q: 3 clusters Score -798514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -798631.875000 Penalty: 4433.250977
	Iteration 22Q: 3 clusters Score -798631.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -798717.750000 Penalty: 4433.250977
	Iteration 23Q: 3 clusters Score -798717.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -798784.250000 Penalty: 4433.250977
	Iteration 24Q: 3 clusters Score -798784.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -798833.125000 Penalty: 4433.250977
	Iteration 25Q: 3 clusters Score -798833.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -798866.562500 Penalty: 4433.250977
	Iteration 26Q: 3 clusters Score -798866.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -798891.562500 Penalty: 4433.250977
	Iteration 27Q: 3 clusters Score -798891.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -798911.812500 Penalty: 4433.250977
	Iteration 28Q: 3 clusters Score -798911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -798925.250000 Penalty: 4433.250977
	Iteration 29Q: 3 clusters Score -798925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -798935.750000 Penalty: 4433.250977
	Iteration 30Q: 3 clusters Score -798935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -798944.437500 Penalty: 4433.250977
	Iteration 31Q: 3 clusters Score -798944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -798949.187500 Penalty: 4433.250977
	Iteration 32Q: 3 clusters Score -798949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -798953.250000 Penalty: 4433.250977
	Iteration 33Q: 3 clusters Score -798953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -798955.750000 Penalty: 4433.250977
	Iteration 34Q: 3 clusters Score -798955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -798959.687500 Penalty: 4433.250977
	Iteration 35Q: 3 clusters Score -798959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -798962.562500 Penalty: 4433.250977
	Iteration 36Q: 3 clusters Score -798962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -798965.562500 Penalty: 4433.250977
	Iteration 37Q: 3 clusters Score -798965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -798967.812500 Penalty: 4433.250977
	Iteration 38Q: 3 clusters Score -798967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -798968.250000 Penalty: 4433.250977
	Iteration 39Q: 3 clusters Score -798968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -798968.812500 Penalty: 4433.250977
	Iteration 40F: 3 clusters Score -798968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -99526.882812 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -99526.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97569.726562 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -97569.73 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97836.234375 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -97836.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97916.210938 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -97916.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -97959.390625 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -97959.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -97994.468750 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -97994.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98029.765625 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -98029.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98063.781250 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -98063.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -98080.757812 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -98080.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98095.726562 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -98095.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -98115.484375 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -98115.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98126.890625 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -98126.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98135.468750 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -98135.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98142.187500 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -98142.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98146.750000 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -98146.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98150.039062 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -98150.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98152.132812 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -98152.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98154.585938 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -98154.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98154.585938 Penalty: 3430.198730
	Iteration 17F: 3 clusters Score -98154.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (136480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Entering Unmasked Estep 
Score: -14600814.000000 Penalty: 2932.335449
	Iteration 0F: 2 clusters Score -1.460081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -14509879.000000 Penalty: 5864.670898
	Iteration 0F: 3 clusters Score -1.450988e+07 nChanged 64964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -14547120.000000 Penalty: 5864.670898
	Iteration 1F: 3 clusters Score -1.454712e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -14548002.000000 Penalty: 5864.670898
	Iteration 2Q: 3 clusters Score -1.4548e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -14549179.000000 Penalty: 5864.670898
	Iteration 3Q: 3 clusters Score -1.454918e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -14551234.000000 Penalty: 5864.670898
	Iteration 4Q: 3 clusters Score -1.455123e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -14555300.000000 Penalty: 5864.670898
	Iteration 5F: 3 clusters Score -1.45553e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -14562365.000000 Penalty: 5864.670898
	Iteration 6F: 3 clusters Score -1.456236e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -14573062.000000 Penalty: 5864.670898
	Iteration 7F: 3 clusters Score -1.457306e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -14584615.000000 Penalty: 5864.670898
	Iteration 8F: 3 clusters Score -1.458462e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 127373 members 
Entering Unmasked Estep 
Score: -14592201.000000 Penalty: 5864.670898
	Iteration 9F: 3 clusters Score -1.45922e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -14595870.000000 Penalty: 5864.670898
	Iteration 10Q: 3 clusters Score -1.459587e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 131935 members 
Entering Unmasked Estep 
Score: -14597397.000000 Penalty: 5864.670898
	Iteration 11Q: 3 clusters Score -1.45974e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -14598035.000000 Penalty: 5864.670898
	Iteration 12Q: 3 clusters Score -1.459804e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
Score: -14598279.000000 Penalty: 5864.670898
	Iteration 13Q: 3 clusters Score -1.459828e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 132938 members 
Entering Unmasked Estep 
Score: -14598402.000000 Penalty: 5864.670898
	Iteration 14Q: 3 clusters Score -1.45984e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -14598477.000000 Penalty: 5864.670898
	Iteration 15Q: 3 clusters Score -1.459848e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 133248 members 
Entering Unmasked Estep 
Score: -14598498.000000 Penalty: 5864.670898
	Iteration 16Q: 3 clusters Score -1.45985e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 133337 members 
Entering Unmasked Estep 
Score: -14598545.000000 Penalty: 5864.670898
	Iteration 17Q: 3 clusters Score -1.459854e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 133413 members 
Entering Unmasked Estep 
Score: -14598562.000000 Penalty: 5864.670898
	Iteration 18Q: 3 clusters Score -1.459856e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 133480 members 
Entering Unmasked Estep 
Score: -14598579.000000 Penalty: 5864.670898
	Iteration 19Q: 3 clusters Score -1.459858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -14598576.000000 Penalty: 5864.670898
	Iteration 20F: 3 clusters Score -1.459858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -14598578.000000 Penalty: 5864.670898
	Iteration 21Q: 3 clusters Score -1.459858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -14598592.000000 Penalty: 5864.670898
	Iteration 22Q: 3 clusters Score -1.459859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 133677 members 
Entering Unmasked Estep 
Score: -14598577.000000 Penalty: 5864.670898
	Iteration 23Q: 3 clusters Score -1.459858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -14598593.000000 Penalty: 5864.670898
	Iteration 24Q: 3 clusters Score -1.459859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -14598578.000000 Penalty: 5864.670898
	Iteration 25Q: 3 clusters Score -1.459858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 133785 members 
Entering Unmasked Estep 
Score: -14598597.000000 Penalty: 5864.670898
	Iteration 26Q: 3 clusters Score -1.45986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 133816 members 
Entering Unmasked Estep 
Score: -14598606.000000 Penalty: 5864.670898
	Iteration 27Q: 3 clusters Score -1.459861e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 133849 members 
Entering Unmasked Estep 
Score: -14598613.000000 Penalty: 5864.670898
	Iteration 28Q: 3 clusters Score -1.459861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 133875 members 
Entering Unmasked Estep 
Score: -14598617.000000 Penalty: 5864.670898
	Iteration 29Q: 3 clusters Score -1.459862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 133906 members 
Entering Unmasked Estep 
Score: -14598610.000000 Penalty: 5864.670898
	Iteration 30Q: 3 clusters Score -1.459861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -14598641.000000 Penalty: 5864.670898
	Iteration 31Q: 3 clusters Score -1.459864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -14598656.000000 Penalty: 5864.670898
	Iteration 32Q: 3 clusters Score -1.459866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 133977 members 
Entering Unmasked Estep 
Score: -14598662.000000 Penalty: 5864.670898
	Iteration 33Q: 3 clusters Score -1.459866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -14598667.000000 Penalty: 5864.670898
	Iteration 34Q: 3 clusters Score -1.459867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -14598680.000000 Penalty: 5864.670898
	Iteration 35Q: 3 clusters Score -1.459868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 134030 members 
Entering Unmasked Estep 
Score: -14598682.000000 Penalty: 5864.670898
	Iteration 36Q: 3 clusters Score -1.459868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -14598684.000000 Penalty: 5864.670898
	Iteration 37Q: 3 clusters Score -1.459868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 134061 members 
Entering Unmasked Estep 
Score: -14598684.000000 Penalty: 5864.670898
	Iteration 38Q: 3 clusters Score -1.459868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -14598678.000000 Penalty: 5864.670898
	Iteration 39Q: 3 clusters Score -1.459868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 134082 members 
Entering Unmasked Estep 
Score: -14598672.000000 Penalty: 5864.670898
	Iteration 40F: 3 clusters Score -1.459867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 134089 members 
Entering Unmasked Estep 
Score: -14598679.000000 Penalty: 5864.670898
	Iteration 41Q: 3 clusters Score -1.459868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 134094 members 
Entering Unmasked Estep 
Score: -14598686.000000 Penalty: 5864.670898
	Iteration 42Q: 3 clusters Score -1.459869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -14598688.000000 Penalty: 5864.670898
	Iteration 43Q: 3 clusters Score -1.459869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
Score: -14598694.000000 Penalty: 5864.670898
	Iteration 44Q: 3 clusters Score -1.459869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 134133 members 
Entering Unmasked Estep 
Score: -14598694.000000 Penalty: 5864.670898
	Iteration 45Q: 3 clusters Score -1.459869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -14598678.000000 Penalty: 5864.670898
	Iteration 46Q: 3 clusters Score -1.459868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 134147 members 
Entering Unmasked Estep 
Score: -14598667.000000 Penalty: 5864.670898
	Iteration 47Q: 3 clusters Score -1.459867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 134150 members 
Entering Unmasked Estep 
Score: -14598671.000000 Penalty: 5864.670898
	Iteration 48Q: 3 clusters Score -1.459867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -14598671.000000 Penalty: 5864.670898
	Iteration 49Q: 3 clusters Score -1.459867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -14598671.000000 Penalty: 5864.670898
	Iteration 50Q: 3 clusters Score -1.459867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -14598672.000000 Penalty: 5864.670898
	Iteration 51Q: 3 clusters Score -1.459867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 134164 members 
Entering Unmasked Estep 
Score: -14598674.000000 Penalty: 5864.670898
	Iteration 52Q: 3 clusters Score -1.459867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -14598672.000000 Penalty: 5864.670898
	Iteration 53Q: 3 clusters Score -1.459867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 134173 members 
Entering Unmasked Estep 
Score: -14598667.000000 Penalty: 5864.670898
	Iteration 54Q: 3 clusters Score -1.459867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 134176 members 
Entering Unmasked Estep 
Score: -14598668.000000 Penalty: 5864.670898
	Iteration 55Q: 3 clusters Score -1.459867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
Score: -14598668.000000 Penalty: 5864.670898
	Iteration 56Q: 3 clusters Score -1.459867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -14598672.000000 Penalty: 5864.670898
	Iteration 57Q: 3 clusters Score -1.459867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -14598672.000000 Penalty: 5864.670898
	Iteration 58F: 3 clusters Score -1.459867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Entering Unmasked Estep 
Score: -4423553.000000 Penalty: 2633.810791
	Iteration 0F: 2 clusters Score -4423553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4395872.000000 Penalty: 5267.621582
	Iteration 0F: 3 clusters Score -4395872 nChanged 18791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4406527.000000 Penalty: 5267.621582
	Iteration 1F: 3 clusters Score -4406527 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4407277.500000 Penalty: 5267.621582
	Iteration 2Q: 3 clusters Score -4407278 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4408226.500000 Penalty: 5267.621582
	Iteration 3Q: 3 clusters Score -4408226 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4409531.000000 Penalty: 5267.621582
	Iteration 4F: 3 clusters Score -4409531 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4411353.500000 Penalty: 5267.621582
	Iteration 5F: 3 clusters Score -4411354 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4413848.000000 Penalty: 5267.621582
	Iteration 6F: 3 clusters Score -4413848 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4416519.500000 Penalty: 5267.621582
	Iteration 7F: 3 clusters Score -4416520 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4418676.500000 Penalty: 5267.621582
	Iteration 8F: 3 clusters Score -4418676 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4419965.000000 Penalty: 5267.621582
	Iteration 9Q: 3 clusters Score -4419965 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4420647.000000 Penalty: 5267.621582
	Iteration 10Q: 3 clusters Score -4420647 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4420926.000000 Penalty: 5267.621582
	Iteration 11Q: 3 clusters Score -4420926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4421062.500000 Penalty: 5267.621582
	Iteration 12Q: 3 clusters Score -4421062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4421161.000000 Penalty: 5267.621582
	Iteration 13Q: 3 clusters Score -4421161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4421221.000000 Penalty: 5267.621582
	Iteration 14Q: 3 clusters Score -4421221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4421270.500000 Penalty: 5267.621582
	Iteration 15Q: 3 clusters Score -4421270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4421297.500000 Penalty: 5267.621582
	Iteration 16Q: 3 clusters Score -4421298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4421321.500000 Penalty: 5267.621582
	Iteration 17Q: 3 clusters Score -4421322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4421339.000000 Penalty: 5267.621582
	Iteration 18Q: 3 clusters Score -4421339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4421353.000000 Penalty: 5267.621582
	Iteration 19Q: 3 clusters Score -4421353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4421360.500000 Penalty: 5267.621582
	Iteration 20F: 3 clusters Score -4421360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4421360.000000 Penalty: 5267.621582
	Iteration 21Q: 3 clusters Score -4421360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4421364.000000 Penalty: 5267.621582
	Iteration 22Q: 3 clusters Score -4421364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4421362.000000 Penalty: 5267.621582
	Iteration 23Q: 3 clusters Score -4421362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4421363.500000 Penalty: 5267.621582
	Iteration 24Q: 3 clusters Score -4421364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4421363.500000 Penalty: 5267.621582
	Iteration 25Q: 3 clusters Score -4421364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4421363.500000 Penalty: 5267.621582
	Iteration 26F: 3 clusters Score -4421364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -79448.031250 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -79448.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77610.945312 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -77610.95 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77872.828125 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -77872.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77954.859375 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -77954.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78028.765625 Penalty: 3360.014893
	Iteration 3Q: 3 clusters Score -78028.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78098.414062 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -78098.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78164.750000 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -78164.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78211.335938 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -78211.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78238.304688 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -78238.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78262.406250 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -78262.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78278.195312 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -78278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78293.015625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -78293.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78314.617188 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -78314.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78351.625000 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -78351.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78397.156250 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -78397.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78457.070312 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -78457.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78525.312500 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -78525.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78574.273438 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -78574.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78599.507812 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -78599.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78605.523438 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -78605.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78615.117188 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -78615.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78623.789062 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -78623.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78630.281250 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -78630.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78636.046875 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -78636.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78643.757812 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -78643.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78662.445312 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -78662.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78669.453125 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -78669.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78674.156250 Penalty: 3360.014893
	Iteration 26Q: 3 clusters Score -78674.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78682.968750 Penalty: 3360.014893
	Iteration 27Q: 3 clusters Score -78682.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78692.898438 Penalty: 3360.014893
	Iteration 28Q: 3 clusters Score -78692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78693.617188 Penalty: 3360.014893
	Iteration 29Q: 3 clusters Score -78693.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78693.617188 Penalty: 3360.014893
	Iteration 30F: 3 clusters Score -78693.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 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 158 members 
Entering Unmasked Estep 
Score: -28219.314453 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28219.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28320.134766 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28320.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28340.458984 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28340.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28353.677734 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28353.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28355.257812 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28355.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28355.257812 Penalty: 2876.350098
	Iteration 5F: 3 clusters Score -28355.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Entering Unmasked Estep 
Score: -1665547.875000 Penalty: 2396.078369
	Iteration 0F: 2 clusters Score -1665548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1654274.750000 Penalty: 4792.156738
	Iteration 0F: 3 clusters Score -1654275 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1658167.000000 Penalty: 4792.156738
	Iteration 1F: 3 clusters Score -1658167 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1658853.375000 Penalty: 4792.156738
	Iteration 2F: 3 clusters Score -1658853 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1659554.125000 Penalty: 4792.156738
	Iteration 3F: 3 clusters Score -1659554 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1660248.375000 Penalty: 4792.156738
	Iteration 4F: 3 clusters Score -1660248 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1660806.125000 Penalty: 4792.156738
	Iteration 5F: 3 clusters Score -1660806 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1661230.125000 Penalty: 4792.156738
	Iteration 6F: 3 clusters Score -1661230 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1661562.125000 Penalty: 4792.156738
	Iteration 7Q: 3 clusters Score -1661562 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1661801.125000 Penalty: 4792.156738
	Iteration 8Q: 3 clusters Score -1661801 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1661985.750000 Penalty: 4792.156738
	Iteration 9Q: 3 clusters Score -1661986 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1662100.250000 Penalty: 4792.156738
	Iteration 10Q: 3 clusters Score -1662100 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1662183.375000 Penalty: 4792.156738
	Iteration 11Q: 3 clusters Score -1662183 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1662236.375000 Penalty: 4792.156738
	Iteration 12Q: 3 clusters Score -1662236 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1662282.625000 Penalty: 4792.156738
	Iteration 13Q: 3 clusters Score -1662283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1662317.750000 Penalty: 4792.156738
	Iteration 14Q: 3 clusters Score -1662318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1662335.750000 Penalty: 4792.156738
	Iteration 15Q: 3 clusters Score -1662336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1662349.750000 Penalty: 4792.156738
	Iteration 16Q: 3 clusters Score -1662350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1662367.125000 Penalty: 4792.156738
	Iteration 17Q: 3 clusters Score -1662367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1662376.250000 Penalty: 4792.156738
	Iteration 18Q: 3 clusters Score -1662376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1662383.500000 Penalty: 4792.156738
	Iteration 19Q: 3 clusters Score -1662384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1662398.125000 Penalty: 4792.156738
	Iteration 20F: 3 clusters Score -1662398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1662414.000000 Penalty: 4792.156738
	Iteration 21Q: 3 clusters Score -1662414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1662430.250000 Penalty: 4792.156738
	Iteration 22Q: 3 clusters Score -1662430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1662450.125000 Penalty: 4792.156738
	Iteration 23Q: 3 clusters Score -1662450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1662465.500000 Penalty: 4792.156738
	Iteration 24Q: 3 clusters Score -1662466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1662479.625000 Penalty: 4792.156738
	Iteration 25Q: 3 clusters Score -1662480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1662495.375000 Penalty: 4792.156738
	Iteration 26Q: 3 clusters Score -1662495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1662519.000000 Penalty: 4792.156738
	Iteration 27Q: 3 clusters Score -1662519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1662539.875000 Penalty: 4792.156738
	Iteration 28Q: 3 clusters Score -1662540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1662560.500000 Penalty: 4792.156738
	Iteration 29Q: 3 clusters Score -1662560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1662590.250000 Penalty: 4792.156738
	Iteration 30Q: 3 clusters Score -1662590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1662626.250000 Penalty: 4792.156738
	Iteration 31Q: 3 clusters Score -1662626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1662648.625000 Penalty: 4792.156738
	Iteration 32Q: 3 clusters Score -1662649 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1662685.500000 Penalty: 4792.156738
	Iteration 33Q: 3 clusters Score -1662686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1662736.250000 Penalty: 4792.156738
	Iteration 34Q: 3 clusters Score -1662736 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1662789.875000 Penalty: 4792.156738
	Iteration 35Q: 3 clusters Score -1662790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1662865.625000 Penalty: 4792.156738
	Iteration 36Q: 3 clusters Score -1662866 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1662927.125000 Penalty: 4792.156738
	Iteration 37Q: 3 clusters Score -1662927 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1662986.750000 Penalty: 4792.156738
	Iteration 38Q: 3 clusters Score -1662987 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1663058.750000 Penalty: 4792.156738
	Iteration 39Q: 3 clusters Score -1663059 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1663126.625000 Penalty: 4792.156738
	Iteration 40F: 3 clusters Score -1663127 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1663173.625000 Penalty: 4792.156738
	Iteration 41Q: 3 clusters Score -1663174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1663203.750000 Penalty: 4792.156738
	Iteration 42Q: 3 clusters Score -1663204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1663241.000000 Penalty: 4792.156738
	Iteration 43Q: 3 clusters Score -1663241 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1663264.250000 Penalty: 4792.156738
	Iteration 44Q: 3 clusters Score -1663264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1663292.625000 Penalty: 4792.156738
	Iteration 45Q: 3 clusters Score -1663293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1663307.375000 Penalty: 4792.156738
	Iteration 46Q: 3 clusters Score -1663307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1663330.500000 Penalty: 4792.156738
	Iteration 47Q: 3 clusters Score -1663330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1663346.375000 Penalty: 4792.156738
	Iteration 48Q: 3 clusters Score -1663346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1663370.125000 Penalty: 4792.156738
	Iteration 49Q: 3 clusters Score -1663370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1663397.500000 Penalty: 4792.156738
	Iteration 50Q: 3 clusters Score -1663398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1663433.125000 Penalty: 4792.156738
	Iteration 51Q: 3 clusters Score -1663433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1663476.625000 Penalty: 4792.156738
	Iteration 52Q: 3 clusters Score -1663477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1663525.625000 Penalty: 4792.156738
	Iteration 53Q: 3 clusters Score -1663526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1663572.500000 Penalty: 4792.156738
	Iteration 54Q: 3 clusters Score -1663572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1663615.000000 Penalty: 4792.156738
	Iteration 55Q: 3 clusters Score -1663615 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1663646.875000 Penalty: 4792.156738
	Iteration 56Q: 3 clusters Score -1663647 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1663667.125000 Penalty: 4792.156738
	Iteration 57Q: 3 clusters Score -1663667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1663683.375000 Penalty: 4792.156738
	Iteration 58Q: 3 clusters Score -1663683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1663702.375000 Penalty: 4792.156738
	Iteration 59Q: 3 clusters Score -1663702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1663713.125000 Penalty: 4792.156738
	Iteration 60F: 3 clusters Score -1663713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1663727.500000 Penalty: 4792.156738
	Iteration 61Q: 3 clusters Score -1663728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1663742.375000 Penalty: 4792.156738
	Iteration 62Q: 3 clusters Score -1663742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1663754.500000 Penalty: 4792.156738
	Iteration 63Q: 3 clusters Score -1663754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1663765.500000 Penalty: 4792.156738
	Iteration 64Q: 3 clusters Score -1663766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1663776.625000 Penalty: 4792.156738
	Iteration 65Q: 3 clusters Score -1663777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1663784.375000 Penalty: 4792.156738
	Iteration 66Q: 3 clusters Score -1663784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1663795.500000 Penalty: 4792.156738
	Iteration 67Q: 3 clusters Score -1663796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1663797.125000 Penalty: 4792.156738
	Iteration 68Q: 3 clusters Score -1663797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1663817.500000 Penalty: 4792.156738
	Iteration 69Q: 3 clusters Score -1663818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1663819.875000 Penalty: 4792.156738
	Iteration 70Q: 3 clusters Score -1663820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1663827.625000 Penalty: 4792.156738
	Iteration 71Q: 3 clusters Score -1663828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1663830.875000 Penalty: 4792.156738
	Iteration 72Q: 3 clusters Score -1663831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1663842.625000 Penalty: 4792.156738
	Iteration 73Q: 3 clusters Score -1663843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1663847.875000 Penalty: 4792.156738
	Iteration 74Q: 3 clusters Score -1663848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1663859.750000 Penalty: 4792.156738
	Iteration 75Q: 3 clusters Score -1663860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1663865.000000 Penalty: 4792.156738
	Iteration 76Q: 3 clusters Score -1663865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1663872.000000 Penalty: 4792.156738
	Iteration 77Q: 3 clusters Score -1663872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1663880.000000 Penalty: 4792.156738
	Iteration 78Q: 3 clusters Score -1663880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1663885.750000 Penalty: 4792.156738
	Iteration 79Q: 3 clusters Score -1663886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1663888.250000 Penalty: 4792.156738
	Iteration 80F: 3 clusters Score -1663888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1663890.250000 Penalty: 4792.156738
	Iteration 81Q: 3 clusters Score -1663890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1663893.250000 Penalty: 4792.156738
	Iteration 82Q: 3 clusters Score -1663893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1663892.000000 Penalty: 4792.156738
	Iteration 83Q: 3 clusters Score -1663892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1663894.250000 Penalty: 4792.156738
	Iteration 84Q: 3 clusters Score -1663894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1663895.000000 Penalty: 4792.156738
	Iteration 85Q: 3 clusters Score -1663895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1663899.750000 Penalty: 4792.156738
	Iteration 86Q: 3 clusters Score -1663900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1663901.375000 Penalty: 4792.156738
	Iteration 87Q: 3 clusters Score -1663901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1663903.125000 Penalty: 4792.156738
	Iteration 88Q: 3 clusters Score -1663903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1663903.500000 Penalty: 4792.156738
	Iteration 89Q: 3 clusters Score -1663904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1663907.125000 Penalty: 4792.156738
	Iteration 90Q: 3 clusters Score -1663907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1663910.625000 Penalty: 4792.156738
	Iteration 91Q: 3 clusters Score -1663911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1663913.500000 Penalty: 4792.156738
	Iteration 92Q: 3 clusters Score -1663914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1663912.625000 Penalty: 4792.156738
	Iteration 93Q: 3 clusters Score -1663913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1663912.125000 Penalty: 4792.156738
	Iteration 94Q: 3 clusters Score -1663912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1663909.875000 Penalty: 4792.156738
	Iteration 95Q: 3 clusters Score -1663910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1663910.125000 Penalty: 4792.156738
	Iteration 96Q: 3 clusters Score -1663910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1663911.125000 Penalty: 4792.156738
	Iteration 97Q: 3 clusters Score -1663911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1663913.250000 Penalty: 4792.156738
	Iteration 98Q: 3 clusters Score -1663913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1663916.125000 Penalty: 4792.156738
	Iteration 99Q: 3 clusters Score -1663916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1663917.750000 Penalty: 4792.156738
	Iteration 100F: 3 clusters Score -1663918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1663919.000000 Penalty: 4792.156738
	Iteration 101Q: 3 clusters Score -1663919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1663918.000000 Penalty: 4792.156738
	Iteration 102Q: 3 clusters Score -1663918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1663919.875000 Penalty: 4792.156738
	Iteration 103Q: 3 clusters Score -1663920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1663919.500000 Penalty: 4792.156738
	Iteration 104Q: 3 clusters Score -1663920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1663919.875000 Penalty: 4792.156738
	Iteration 105Q: 3 clusters Score -1663920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1663920.250000 Penalty: 4792.156738
	Iteration 106Q: 3 clusters Score -1663920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1663920.250000 Penalty: 4792.156738
	Iteration 107F: 3 clusters Score -1663920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -47486.046875 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -47486.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45946.656250 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -45946.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46057.953125 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -46057.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46094.078125 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -46094.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46121.425781 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -46121.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46135.957031 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -46135.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46144.375000 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -46144.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46151.804688 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -46151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46159.472656 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -46159.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46163.070312 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -46163.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46165.148438 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -46165.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46167.277344 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -46167.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46168.414062 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -46168.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46168.414062 Penalty: 3097.106689
	Iteration 12F: 3 clusters Score -46168.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 176723 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41231 members 
Mstep: Class 6 contains 37272 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26704 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65379 members 
Mstep: Class 12 contains 251227 members 
Mstep: Class 13 contains 28577 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 326831 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 322188 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 136480 members 
Mstep: Class 22 contains 40954 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15703 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399584.000000 Penalty: 91801.890625
Iteration 159Q: 27 clusters Score -1.583996e+08 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 176339 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41176 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26679 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65462 members 
Mstep: Class 12 contains 251886 members 
Mstep: Class 13 contains 28574 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 327042 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 321568 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 136307 members 
Mstep: Class 22 contains 41190 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15602 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399840.000000 Penalty: 91801.890625
Iteration 160F: 27 clusters Score -1.583998e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 175945 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41128 members 
Mstep: Class 6 contains 37771 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26646 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65553 members 
Mstep: Class 12 contains 252454 members 
Mstep: Class 13 contains 28577 members 
Mstep: Class 14 contains 10650 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 327251 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 320997 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 136159 members 
Mstep: Class 22 contains 41443 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400224.000000 Penalty: 91801.890625
Iteration 161Q: 27 clusters Score -1.584002e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 175598 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41056 members 
Mstep: Class 6 contains 38004 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26603 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65640 members 
Mstep: Class 12 contains 252976 members 
Mstep: Class 13 contains 28577 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 327453 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 320485 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 135984 members 
Mstep: Class 22 contains 41710 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400304.000000 Penalty: 91801.890625
Iteration 162Q: 27 clusters Score -1.584003e+08 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 175280 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41020 members 
Mstep: Class 6 contains 38224 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26564 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65716 members 
Mstep: Class 12 contains 253473 members 
Mstep: Class 13 contains 28584 members 
Mstep: Class 14 contains 10648 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 327563 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 319999 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 135836 members 
Mstep: Class 22 contains 41984 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15399 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400016.000000 Penalty: 91801.890625
Iteration 163Q: 27 clusters Score -1.584e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 174981 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 40993 members 
Mstep: Class 6 contains 38454 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26522 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65817 members 
Mstep: Class 12 contains 253947 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 10648 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 327672 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 319462 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 135679 members 
Mstep: Class 22 contains 42275 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15308 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400448.000000 Penalty: 91801.890625
Iteration 164Q: 27 clusters Score -1.584004e+08 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 174704 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41001 members 
Mstep: Class 6 contains 38679 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26502 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65946 members 
Mstep: Class 12 contains 254376 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 10651 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 327913 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 318807 members 
Mstep: Class 19 contains 7547 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 135525 members 
Mstep: Class 22 contains 42513 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15225 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400288.000000 Penalty: 91801.890625
Iteration 165Q: 27 clusters Score -1.584003e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 174497 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41028 members 
Mstep: Class 6 contains 38883 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26478 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66126 members 
Mstep: Class 12 contains 254752 members 
Mstep: Class 13 contains 28562 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 328032 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 318181 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 135419 members 
Mstep: Class 22 contains 42754 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15135 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400064.000000 Penalty: 91801.890625
Iteration 166Q: 27 clusters Score -1.584001e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 174299 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41064 members 
Mstep: Class 6 contains 39096 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26440 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66321 members 
Mstep: Class 12 contains 255144 members 
Mstep: Class 13 contains 28561 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 328151 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 317535 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 135307 members 
Mstep: Class 22 contains 42924 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 15061 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400176.000000 Penalty: 91801.890625
Iteration 167Q: 27 clusters Score -1.584002e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 174091 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41123 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26412 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66481 members 
Mstep: Class 12 contains 255446 members 
Mstep: Class 13 contains 28544 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 328244 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 317070 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 135181 members 
Mstep: Class 22 contains 43096 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14980 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400944.000000 Penalty: 91801.890625
Iteration 168Q: 27 clusters Score -1.584009e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 173880 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41181 members 
Mstep: Class 6 contains 39496 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26399 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66649 members 
Mstep: Class 12 contains 255692 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 10660 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 328397 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 316564 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 135054 members 
Mstep: Class 22 contains 43266 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14878 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401472.000000 Penalty: 91801.890625
Iteration 169Q: 27 clusters Score -1.584015e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 173703 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41235 members 
Mstep: Class 6 contains 39694 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26392 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66803 members 
Mstep: Class 12 contains 255935 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 10666 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 328540 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 316032 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 134962 members 
Mstep: Class 22 contains 43444 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14780 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401536.000000 Penalty: 91801.890625
Iteration 170Q: 27 clusters Score -1.584015e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 173533 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41307 members 
Mstep: Class 6 contains 39905 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26369 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66947 members 
Mstep: Class 12 contains 256098 members 
Mstep: Class 13 contains 28539 members 
Mstep: Class 14 contains 10668 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 328700 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 315523 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 134888 members 
Mstep: Class 22 contains 43603 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14711 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402336.000000 Penalty: 91801.890625
Iteration 171Q: 27 clusters Score -1.584023e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 173381 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41371 members 
Mstep: Class 6 contains 40128 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26360 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67077 members 
Mstep: Class 12 contains 256247 members 
Mstep: Class 13 contains 28524 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 328842 members 
Mstep: Class 17 contains 353 members 
Mstep: Class 18 contains 315087 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 134809 members 
Mstep: Class 22 contains 43717 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14636 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402928.000000 Penalty: 91801.890625
Iteration 172Q: 27 clusters Score -1.584029e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 173270 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41430 members 
Mstep: Class 6 contains 40331 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26348 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67194 members 
Mstep: Class 12 contains 256378 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 10658 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 328942 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 314705 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 134727 members 
Mstep: Class 22 contains 43844 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14557 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403040.000000 Penalty: 91801.890625
Iteration 173Q: 27 clusters Score -1.58403e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 173153 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41476 members 
Mstep: Class 6 contains 40532 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26344 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67331 members 
Mstep: Class 12 contains 256446 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 329073 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 314294 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 134700 members 
Mstep: Class 22 contains 43964 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14482 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403136.000000 Penalty: 91801.890625
Iteration 174Q: 27 clusters Score -1.584031e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 173062 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41531 members 
Mstep: Class 6 contains 40712 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26339 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67509 members 
Mstep: Class 12 contains 256448 members 
Mstep: Class 13 contains 28507 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 329240 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 313856 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 134665 members 
Mstep: Class 22 contains 44075 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14403 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403168.000000 Penalty: 91801.890625
Iteration 175Q: 27 clusters Score -1.584032e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 172949 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41599 members 
Mstep: Class 6 contains 40911 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67671 members 
Mstep: Class 12 contains 256429 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 10667 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 329404 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 313435 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134619 members 
Mstep: Class 22 contains 44203 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14335 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403088.000000 Penalty: 91801.890625
Iteration 176Q: 27 clusters Score -1.584031e+08 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 172853 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41666 members 
Mstep: Class 6 contains 41094 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26298 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67821 members 
Mstep: Class 12 contains 256364 members 
Mstep: Class 13 contains 28498 members 
Mstep: Class 14 contains 10683 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 329588 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 313074 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134593 members 
Mstep: Class 22 contains 44309 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14252 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403120.000000 Penalty: 91801.890625
Iteration 177Q: 27 clusters Score -1.584031e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 172750 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41734 members 
Mstep: Class 6 contains 41290 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26290 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67965 members 
Mstep: Class 12 contains 256229 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 10696 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 329804 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 312731 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134543 members 
Mstep: Class 22 contains 44434 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14179 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402960.000000 Penalty: 91801.890625
Iteration 178Q: 27 clusters Score -1.58403e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 172652 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41780 members 
Mstep: Class 6 contains 41512 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26281 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68082 members 
Mstep: Class 12 contains 256209 members 
Mstep: Class 13 contains 28498 members 
Mstep: Class 14 contains 10704 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 329980 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 312348 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134480 members 
Mstep: Class 22 contains 44557 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14114 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403152.000000 Penalty: 91801.890625
Iteration 179Q: 27 clusters Score -1.584032e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 172563 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41827 members 
Mstep: Class 6 contains 41746 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26281 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68202 members 
Mstep: Class 12 contains 256146 members 
Mstep: Class 13 contains 28494 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 330135 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 311990 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134435 members 
Mstep: Class 22 contains 44702 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14049 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402928.000000 Penalty: 91801.890625
Iteration 180F: 27 clusters Score -1.584029e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 172467 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41887 members 
Mstep: Class 6 contains 41976 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26270 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68324 members 
Mstep: Class 12 contains 256019 members 
Mstep: Class 13 contains 28480 members 
Mstep: Class 14 contains 10693 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 330376 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 311625 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 134386 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13998 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403168.000000 Penalty: 91801.890625
Iteration 181Q: 27 clusters Score -1.584032e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 172357 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 41939 members 
Mstep: Class 6 contains 42192 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26273 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68464 members 
Mstep: Class 12 contains 255884 members 
Mstep: Class 13 contains 28482 members 
Mstep: Class 14 contains 10695 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 330607 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 311273 members 
Mstep: Class 19 contains 7441 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134329 members 
Mstep: Class 22 contains 44929 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13954 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402816.000000 Penalty: 91801.890625
Iteration 182Q: 27 clusters Score -1.584028e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 172249 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42017 members 
Mstep: Class 6 contains 42408 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26275 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68563 members 
Mstep: Class 12 contains 255710 members 
Mstep: Class 13 contains 28478 members 
Mstep: Class 14 contains 10686 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 330874 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 310934 members 
Mstep: Class 19 contains 7420 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134291 members 
Mstep: Class 22 contains 45045 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402912.000000 Penalty: 91801.890625
Iteration 183Q: 27 clusters Score -1.584029e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 172157 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42079 members 
Mstep: Class 6 contains 42640 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26274 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68639 members 
Mstep: Class 12 contains 255521 members 
Mstep: Class 13 contains 28483 members 
Mstep: Class 14 contains 10680 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 331074 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 310649 members 
Mstep: Class 19 contains 7400 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134242 members 
Mstep: Class 22 contains 45165 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13892 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402496.000000 Penalty: 91801.890625
Iteration 184Q: 27 clusters Score -1.584025e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 172094 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42139 members 
Mstep: Class 6 contains 42877 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26262 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68704 members 
Mstep: Class 12 contains 255384 members 
Mstep: Class 13 contains 28478 members 
Mstep: Class 14 contains 10683 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331187 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 310403 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134201 members 
Mstep: Class 22 contains 45271 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13865 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402512.000000 Penalty: 91801.890625
Iteration 185Q: 27 clusters Score -1.584025e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 171995 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42194 members 
Mstep: Class 6 contains 43115 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26249 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 255269 members 
Mstep: Class 13 contains 28480 members 
Mstep: Class 14 contains 10689 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331236 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 310220 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134174 members 
Mstep: Class 22 contains 45376 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13831 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402672.000000 Penalty: 91801.890625
Iteration 186Q: 27 clusters Score -1.584027e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42240 members 
Mstep: Class 6 contains 43335 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26231 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68851 members 
Mstep: Class 12 contains 255133 members 
Mstep: Class 13 contains 28473 members 
Mstep: Class 14 contains 10684 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331273 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 310036 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134151 members 
Mstep: Class 22 contains 45495 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13800 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402880.000000 Penalty: 91801.890625
Iteration 187Q: 27 clusters Score -1.584029e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 171786 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42291 members 
Mstep: Class 6 contains 43545 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26228 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68946 members 
Mstep: Class 12 contains 255019 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 10680 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331313 members 
Mstep: Class 17 contains 353 members 
Mstep: Class 18 contains 309871 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134118 members 
Mstep: Class 22 contains 45606 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402944.000000 Penalty: 91801.890625
Iteration 188Q: 27 clusters Score -1.584029e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 171669 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42347 members 
Mstep: Class 6 contains 43759 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26221 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69041 members 
Mstep: Class 12 contains 254890 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 10682 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331376 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 309678 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134087 members 
Mstep: Class 22 contains 45717 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13717 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403264.000000 Penalty: 91801.890625
Iteration 189Q: 27 clusters Score -1.584033e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 171495 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42394 members 
Mstep: Class 6 contains 43968 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26220 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69168 members 
Mstep: Class 12 contains 254759 members 
Mstep: Class 13 contains 28476 members 
Mstep: Class 14 contains 10675 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331457 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 309534 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134053 members 
Mstep: Class 22 contains 45818 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13677 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403040.000000 Penalty: 91801.890625
Iteration 190Q: 27 clusters Score -1.58403e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 171332 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 44176 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26222 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69310 members 
Mstep: Class 12 contains 254584 members 
Mstep: Class 13 contains 28477 members 
Mstep: Class 14 contains 10675 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331506 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 309421 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 134023 members 
Mstep: Class 22 contains 45917 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13652 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402976.000000 Penalty: 91801.890625
Iteration 191Q: 27 clusters Score -1.58403e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 171196 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 44398 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26224 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69428 members 
Mstep: Class 12 contains 254412 members 
Mstep: Class 13 contains 28467 members 
Mstep: Class 14 contains 10674 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331608 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 309303 members 
Mstep: Class 19 contains 7304 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 133976 members 
Mstep: Class 22 contains 45983 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13625 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403200.000000 Penalty: 91801.890625
Iteration 192Q: 27 clusters Score -1.584032e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 171059 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42545 members 
Mstep: Class 6 contains 44640 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26229 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69527 members 
Mstep: Class 12 contains 254172 members 
Mstep: Class 13 contains 28465 members 
Mstep: Class 14 contains 10674 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331685 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309217 members 
Mstep: Class 19 contains 7298 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 133944 members 
Mstep: Class 22 contains 46063 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13605 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403056.000000 Penalty: 91801.890625
Iteration 193Q: 27 clusters Score -1.584031e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 170948 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42598 members 
Mstep: Class 6 contains 44857 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26237 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69642 members 
Mstep: Class 12 contains 253926 members 
Mstep: Class 13 contains 28459 members 
Mstep: Class 14 contains 10684 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331714 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309160 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 133915 members 
Mstep: Class 22 contains 46144 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13577 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403568.000000 Penalty: 91801.890625
Iteration 194Q: 27 clusters Score -1.584036e+08 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 170825 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42647 members 
Mstep: Class 6 contains 45072 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26230 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69731 members 
Mstep: Class 12 contains 253656 members 
Mstep: Class 13 contains 28468 members 
Mstep: Class 14 contains 10687 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331779 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309147 members 
Mstep: Class 19 contains 7273 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 133889 members 
Mstep: Class 22 contains 46234 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13545 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403872.000000 Penalty: 91801.890625
Iteration 195Q: 27 clusters Score -1.584039e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 170686 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42693 members 
Mstep: Class 6 contains 45267 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26221 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69798 members 
Mstep: Class 12 contains 253325 members 
Mstep: Class 13 contains 28470 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331818 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309279 members 
Mstep: Class 19 contains 7267 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 133848 members 
Mstep: Class 22 contains 46322 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13523 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158404000.000000 Penalty: 91801.890625
Iteration 196Q: 27 clusters Score -1.58404e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 170584 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42732 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26207 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69911 members 
Mstep: Class 12 contains 253027 members 
Mstep: Class 13 contains 28472 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331816 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309377 members 
Mstep: Class 19 contains 7255 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 133816 members 
Mstep: Class 22 contains 46389 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13501 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158404720.000000 Penalty: 91801.890625
Iteration 197Q: 27 clusters Score -1.584047e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 170479 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42768 members 
Mstep: Class 6 contains 45658 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26202 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69999 members 
Mstep: Class 12 contains 252675 members 
Mstep: Class 13 contains 28477 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331832 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309493 members 
Mstep: Class 19 contains 7237 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 133784 members 
Mstep: Class 22 contains 46463 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13489 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158404944.000000 Penalty: 91801.890625
Iteration 198Q: 27 clusters Score -1.584049e+08 nChanged 2538
Entering ConstructFrom: 
Score: -158404944.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (24382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Entering Unmasked Estep 
Score: -2636151.250000 Penalty: 2505.197021
	Iteration 0F: 2 clusters Score -2636151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2619261.000000 Penalty: 5010.394043
	Iteration 0F: 3 clusters Score -2619261 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2625100.000000 Penalty: 5010.394043
	Iteration 1F: 3 clusters Score -2625100 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2625535.000000 Penalty: 5010.394043
	Iteration 2Q: 3 clusters Score -2625535 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2625975.500000 Penalty: 5010.394043
	Iteration 3Q: 3 clusters Score -2625976 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2626454.750000 Penalty: 5010.394043
	Iteration 4Q: 3 clusters Score -2626455 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2627000.750000 Penalty: 5010.394043
	Iteration 5Q: 3 clusters Score -2627001 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2627697.250000 Penalty: 5010.394043
	Iteration 6F: 3 clusters Score -2627697 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2628642.500000 Penalty: 5010.394043
	Iteration 7F: 3 clusters Score -2628642 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2629828.750000 Penalty: 5010.394043
	Iteration 8F: 3 clusters Score -2629829 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2631094.750000 Penalty: 5010.394043
	Iteration 9F: 3 clusters Score -2631095 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2632039.000000 Penalty: 5010.394043
	Iteration 10F: 3 clusters Score -2632039 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2632629.000000 Penalty: 5010.394043
	Iteration 11Q: 3 clusters Score -2632629 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2632930.500000 Penalty: 5010.394043
	Iteration 12Q: 3 clusters Score -2632930 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2633078.500000 Penalty: 5010.394043
	Iteration 13Q: 3 clusters Score -2633078 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2633176.250000 Penalty: 5010.394043
	Iteration 14Q: 3 clusters Score -2633176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2633264.750000 Penalty: 5010.394043
	Iteration 15Q: 3 clusters Score -2633265 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2633337.500000 Penalty: 5010.394043
	Iteration 16Q: 3 clusters Score -2633338 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2633401.250000 Penalty: 5010.394043
	Iteration 17Q: 3 clusters Score -2633401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2633469.750000 Penalty: 5010.394043
	Iteration 18Q: 3 clusters Score -2633470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2633527.250000 Penalty: 5010.394043
	Iteration 19Q: 3 clusters Score -2633527 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2633584.250000 Penalty: 5010.394043
	Iteration 20F: 3 clusters Score -2633584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2633644.000000 Penalty: 5010.394043
	Iteration 21Q: 3 clusters Score -2633644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2633692.000000 Penalty: 5010.394043
	Iteration 22Q: 3 clusters Score -2633692 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2633733.000000 Penalty: 5010.394043
	Iteration 23Q: 3 clusters Score -2633733 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2633770.500000 Penalty: 5010.394043
	Iteration 24Q: 3 clusters Score -2633770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2633797.000000 Penalty: 5010.394043
	Iteration 25Q: 3 clusters Score -2633797 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2633838.500000 Penalty: 5010.394043
	Iteration 26Q: 3 clusters Score -2633838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2633868.000000 Penalty: 5010.394043
	Iteration 27Q: 3 clusters Score -2633868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2633889.750000 Penalty: 5010.394043
	Iteration 28Q: 3 clusters Score -2633890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2633908.000000 Penalty: 5010.394043
	Iteration 29Q: 3 clusters Score -2633908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2633936.750000 Penalty: 5010.394043
	Iteration 30Q: 3 clusters Score -2633937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2633965.500000 Penalty: 5010.394043
	Iteration 31Q: 3 clusters Score -2633966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2633962.250000 Penalty: 5010.394043
	Iteration 32Q: 3 clusters Score -2633962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2633977.250000 Penalty: 5010.394043
	Iteration 33Q: 3 clusters Score -2633977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2633992.500000 Penalty: 5010.394043
	Iteration 34Q: 3 clusters Score -2633992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2634003.750000 Penalty: 5010.394043
	Iteration 35Q: 3 clusters Score -2634004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2634014.250000 Penalty: 5010.394043
	Iteration 36Q: 3 clusters Score -2634014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2634022.000000 Penalty: 5010.394043
	Iteration 37Q: 3 clusters Score -2634022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2634034.500000 Penalty: 5010.394043
	Iteration 38Q: 3 clusters Score -2634034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2634042.000000 Penalty: 5010.394043
	Iteration 39Q: 3 clusters Score -2634042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2634054.750000 Penalty: 5010.394043
	Iteration 40F: 3 clusters Score -2634055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2634060.750000 Penalty: 5010.394043
	Iteration 41Q: 3 clusters Score -2634061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2634061.750000 Penalty: 5010.394043
	Iteration 42Q: 3 clusters Score -2634062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2634058.750000 Penalty: 5010.394043
	Iteration 43Q: 3 clusters Score -2634059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2634068.000000 Penalty: 5010.394043
	Iteration 44Q: 3 clusters Score -2634068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2634072.250000 Penalty: 5010.394043
	Iteration 45Q: 3 clusters Score -2634072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2634075.500000 Penalty: 5010.394043
	Iteration 46Q: 3 clusters Score -2634076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2634085.250000 Penalty: 5010.394043
	Iteration 47Q: 3 clusters Score -2634085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2634090.500000 Penalty: 5010.394043
	Iteration 48Q: 3 clusters Score -2634090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2634093.250000 Penalty: 5010.394043
	Iteration 49Q: 3 clusters Score -2634093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2634098.500000 Penalty: 5010.394043
	Iteration 50Q: 3 clusters Score -2634098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2634105.750000 Penalty: 5010.394043
	Iteration 51Q: 3 clusters Score -2634106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2634107.250000 Penalty: 5010.394043
	Iteration 52Q: 3 clusters Score -2634107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2634105.500000 Penalty: 5010.394043
	Iteration 53Q: 3 clusters Score -2634106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2634116.500000 Penalty: 5010.394043
	Iteration 54Q: 3 clusters Score -2634116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2634120.000000 Penalty: 5010.394043
	Iteration 55Q: 3 clusters Score -2634120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2634130.750000 Penalty: 5010.394043
	Iteration 56Q: 3 clusters Score -2634131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2634130.500000 Penalty: 5010.394043
	Iteration 57Q: 3 clusters Score -2634130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2634130.000000 Penalty: 5010.394043
	Iteration 58Q: 3 clusters Score -2634130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2634133.250000 Penalty: 5010.394043
	Iteration 59Q: 3 clusters Score -2634133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2634138.000000 Penalty: 5010.394043
	Iteration 60F: 3 clusters Score -2634138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2634137.750000 Penalty: 5010.394043
	Iteration 61Q: 3 clusters Score -2634138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2634135.000000 Penalty: 5010.394043
	Iteration 62Q: 3 clusters Score -2634135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2634136.750000 Penalty: 5010.394043
	Iteration 63Q: 3 clusters Score -2634137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2634133.250000 Penalty: 5010.394043
	Iteration 64Q: 3 clusters Score -2634133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2634135.250000 Penalty: 5010.394043
	Iteration 65Q: 3 clusters Score -2634135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2634136.000000 Penalty: 5010.394043
	Iteration 66Q: 3 clusters Score -2634136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2634139.500000 Penalty: 5010.394043
	Iteration 67Q: 3 clusters Score -2634140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2634142.000000 Penalty: 5010.394043
	Iteration 68Q: 3 clusters Score -2634142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2634141.500000 Penalty: 5010.394043
	Iteration 69Q: 3 clusters Score -2634142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2634140.750000 Penalty: 5010.394043
	Iteration 70Q: 3 clusters Score -2634141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2634143.500000 Penalty: 5010.394043
	Iteration 71Q: 3 clusters Score -2634144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2634141.750000 Penalty: 5010.394043
	Iteration 72Q: 3 clusters Score -2634142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2634145.500000 Penalty: 5010.394043
	Iteration 73Q: 3 clusters Score -2634146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2634147.000000 Penalty: 5010.394043
	Iteration 74Q: 3 clusters Score -2634147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2634147.250000 Penalty: 5010.394043
	Iteration 75Q: 3 clusters Score -2634147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2634145.500000 Penalty: 5010.394043
	Iteration 76Q: 3 clusters Score -2634146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2634143.250000 Penalty: 5010.394043
	Iteration 77Q: 3 clusters Score -2634143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2634143.500000 Penalty: 5010.394043
	Iteration 78Q: 3 clusters Score -2634144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2634149.750000 Penalty: 5010.394043
	Iteration 79Q: 3 clusters Score -2634150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2634149.500000 Penalty: 5010.394043
	Iteration 80F: 3 clusters Score -2634150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2634149.500000 Penalty: 5010.394043
	Iteration 81Q: 3 clusters Score -2634150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2634148.750000 Penalty: 5010.394043
	Iteration 82Q: 3 clusters Score -2634149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2634147.000000 Penalty: 5010.394043
	Iteration 83Q: 3 clusters Score -2634147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2634150.000000 Penalty: 5010.394043
	Iteration 84Q: 3 clusters Score -2634150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2634150.000000 Penalty: 5010.394043
	Iteration 85F: 3 clusters Score -2634150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -105754.796875 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -105754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103794.835938 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -103794.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104136.617188 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -104136.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104267.804688 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -104267.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104347.976562 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -104348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104406.117188 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -104406.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104431.898438 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -104431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -104459.656250 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -104459.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104475.085938 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -104475.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104488.359375 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -104488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -104499.539062 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -104499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -104506.375000 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -104506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104506.921875 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -104506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104506.921875 Penalty: 3472.165771
	Iteration 12F: 3 clusters Score -104506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Entering Unmasked Estep 
Score: -18228540.000000 Penalty: 2987.341797
	Iteration 0F: 2 clusters Score -1.822854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -18114282.000000 Penalty: 5974.683594
	Iteration 0F: 3 clusters Score -1.811428e+07 nChanged 81695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -18162640.000000 Penalty: 5974.683594
	Iteration 1F: 3 clusters Score -1.816264e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -18164180.000000 Penalty: 5974.683594
	Iteration 2Q: 3 clusters Score -1.816418e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -18166120.000000 Penalty: 5974.683594
	Iteration 3Q: 3 clusters Score -1.816612e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -18168620.000000 Penalty: 5974.683594
	Iteration 4Q: 3 clusters Score -1.816862e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -18172042.000000 Penalty: 5974.683594
	Iteration 5Q: 3 clusters Score -1.817204e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -18177072.000000 Penalty: 5974.683594
	Iteration 6F: 3 clusters Score -1.817707e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -18183500.000000 Penalty: 5974.683594
	Iteration 7F: 3 clusters Score -1.81835e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 123702 members 
Entering Unmasked Estep 
Score: -18191042.000000 Penalty: 5974.683594
	Iteration 8F: 3 clusters Score -1.819104e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -18198796.000000 Penalty: 5974.683594
	Iteration 9F: 3 clusters Score -1.81988e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -18205298.000000 Penalty: 5974.683594
	Iteration 10Q: 3 clusters Score -1.82053e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 145212 members 
Entering Unmasked Estep 
Score: -18210072.000000 Penalty: 5974.683594
	Iteration 11Q: 3 clusters Score -1.821007e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -18213410.000000 Penalty: 5974.683594
	Iteration 12Q: 3 clusters Score -1.821341e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -18215862.000000 Penalty: 5974.683594
	Iteration 13Q: 3 clusters Score -1.821586e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -18217918.000000 Penalty: 5974.683594
	Iteration 14Q: 3 clusters Score -1.821792e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -18219714.000000 Penalty: 5974.683594
	Iteration 15Q: 3 clusters Score -1.821971e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -18221098.000000 Penalty: 5974.683594
	Iteration 16Q: 3 clusters Score -1.82211e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -18222456.000000 Penalty: 5974.683594
	Iteration 17Q: 3 clusters Score -1.822246e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -18223434.000000 Penalty: 5974.683594
	Iteration 18Q: 3 clusters Score -1.822343e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -18224238.000000 Penalty: 5974.683594
	Iteration 19Q: 3 clusters Score -1.822424e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -18224766.000000 Penalty: 5974.683594
	Iteration 20F: 3 clusters Score -1.822477e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -18225158.000000 Penalty: 5974.683594
	Iteration 21Q: 3 clusters Score -1.822516e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -18225382.000000 Penalty: 5974.683594
	Iteration 22Q: 3 clusters Score -1.822538e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 169384 members 
Entering Unmasked Estep 
Score: -18225502.000000 Penalty: 5974.683594
	Iteration 23Q: 3 clusters Score -1.82255e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -18225618.000000 Penalty: 5974.683594
	Iteration 24Q: 3 clusters Score -1.822562e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -18225690.000000 Penalty: 5974.683594
	Iteration 25Q: 3 clusters Score -1.822569e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 169698 members 
Entering Unmasked Estep 
Score: -18225794.000000 Penalty: 5974.683594
	Iteration 26Q: 3 clusters Score -1.822579e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 169746 members 
Entering Unmasked Estep 
Score: -18225838.000000 Penalty: 5974.683594
	Iteration 27Q: 3 clusters Score -1.822584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -18225848.000000 Penalty: 5974.683594
	Iteration 28Q: 3 clusters Score -1.822585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 169790 members 
Entering Unmasked Estep 
Score: -18225876.000000 Penalty: 5974.683594
	Iteration 29Q: 3 clusters Score -1.822588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 169805 members 
Entering Unmasked Estep 
Score: -18225884.000000 Penalty: 5974.683594
	Iteration 30Q: 3 clusters Score -1.822588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -18225896.000000 Penalty: 5974.683594
	Iteration 31Q: 3 clusters Score -1.82259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 169821 members 
Entering Unmasked Estep 
Score: -18225904.000000 Penalty: 5974.683594
	Iteration 32Q: 3 clusters Score -1.82259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 169825 members 
Entering Unmasked Estep 
Score: -18225910.000000 Penalty: 5974.683594
	Iteration 33Q: 3 clusters Score -1.822591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 169827 members 
Entering Unmasked Estep 
Score: -18225914.000000 Penalty: 5974.683594
	Iteration 34Q: 3 clusters Score -1.822591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 169836 members 
Entering Unmasked Estep 
Score: -18225918.000000 Penalty: 5974.683594
	Iteration 35Q: 3 clusters Score -1.822592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -18225924.000000 Penalty: 5974.683594
	Iteration 36Q: 3 clusters Score -1.822592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -18225940.000000 Penalty: 5974.683594
	Iteration 37Q: 3 clusters Score -1.822594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -18225934.000000 Penalty: 5974.683594
	Iteration 38Q: 3 clusters Score -1.822593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 169856 members 
Entering Unmasked Estep 
Score: -18225932.000000 Penalty: 5974.683594
	Iteration 39Q: 3 clusters Score -1.822593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 169857 members 
Entering Unmasked Estep 
Score: -18225918.000000 Penalty: 5974.683594
	Iteration 40F: 3 clusters Score -1.822592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -18280.779297 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -18280.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17137.242188 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -17137.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17236.562500 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -17236.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17260.560547 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -17260.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17272.982422 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -17272.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17279.281250 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -17279.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17279.281250 Penalty: 2679.728027
	Iteration 5F: 3 clusters Score -17279.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Entering Unmasked Estep 
Score: -4624560.500000 Penalty: 2644.704346
	Iteration 0F: 2 clusters Score -4624560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4595594.500000 Penalty: 5289.408691
	Iteration 0F: 3 clusters Score -4595594 nChanged 19547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4606454.000000 Penalty: 5289.408691
	Iteration 1F: 3 clusters Score -4606454 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4607100.000000 Penalty: 5289.408691
	Iteration 2Q: 3 clusters Score -4607100 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4607882.000000 Penalty: 5289.408691
	Iteration 3Q: 3 clusters Score -4607882 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4608979.000000 Penalty: 5289.408691
	Iteration 4F: 3 clusters Score -4608979 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4610631.500000 Penalty: 5289.408691
	Iteration 5F: 3 clusters Score -4610632 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4612976.500000 Penalty: 5289.408691
	Iteration 6F: 3 clusters Score -4612976 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4616000.000000 Penalty: 5289.408691
	Iteration 7F: 3 clusters Score -4616000 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4618682.500000 Penalty: 5289.408691
	Iteration 8F: 3 clusters Score -4618682 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -4620518.500000 Penalty: 5289.408691
	Iteration 9Q: 3 clusters Score -4620518 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -4621494.000000 Penalty: 5289.408691
	Iteration 10Q: 3 clusters Score -4621494 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4621962.000000 Penalty: 5289.408691
	Iteration 11Q: 3 clusters Score -4621962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -4622234.500000 Penalty: 5289.408691
	Iteration 12Q: 3 clusters Score -4622234 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -4622394.500000 Penalty: 5289.408691
	Iteration 13Q: 3 clusters Score -4622394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -4622475.000000 Penalty: 5289.408691
	Iteration 14Q: 3 clusters Score -4622475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -4622546.500000 Penalty: 5289.408691
	Iteration 15Q: 3 clusters Score -4622546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4622581.000000 Penalty: 5289.408691
	Iteration 16Q: 3 clusters Score -4622581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -4622604.000000 Penalty: 5289.408691
	Iteration 17Q: 3 clusters Score -4622604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4622627.000000 Penalty: 5289.408691
	Iteration 18Q: 3 clusters Score -4622627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4622640.000000 Penalty: 5289.408691
	Iteration 19Q: 3 clusters Score -4622640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -4622658.500000 Penalty: 5289.408691
	Iteration 20F: 3 clusters Score -4622658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4622667.000000 Penalty: 5289.408691
	Iteration 21Q: 3 clusters Score -4622667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -4622688.500000 Penalty: 5289.408691
	Iteration 22Q: 3 clusters Score -4622688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -4622703.000000 Penalty: 5289.408691
	Iteration 23Q: 3 clusters Score -4622703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4622711.000000 Penalty: 5289.408691
	Iteration 24Q: 3 clusters Score -4622711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -4622724.500000 Penalty: 5289.408691
	Iteration 25Q: 3 clusters Score -4622724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -4622719.500000 Penalty: 5289.408691
	Iteration 26Q: 3 clusters Score -4622720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4622724.500000 Penalty: 5289.408691
	Iteration 27Q: 3 clusters Score -4622724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -4622728.000000 Penalty: 5289.408691
	Iteration 28Q: 3 clusters Score -4622728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -4622729.500000 Penalty: 5289.408691
	Iteration 29Q: 3 clusters Score -4622730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -4622728.000000 Penalty: 5289.408691
	Iteration 30Q: 3 clusters Score -4622728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -4622727.500000 Penalty: 5289.408691
	Iteration 31Q: 3 clusters Score -4622728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -4622727.500000 Penalty: 5289.408691
	Iteration 32F: 3 clusters Score -4622728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Entering Unmasked Estep 
Score: -4648298.000000 Penalty: 2661.870605
	Iteration 0F: 2 clusters Score -4648298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4617152.500000 Penalty: 5323.741211
	Iteration 0F: 3 clusters Score -4617152 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4629285.000000 Penalty: 5323.741211
	Iteration 1F: 3 clusters Score -4629285 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4630314.500000 Penalty: 5323.741211
	Iteration 2Q: 3 clusters Score -4630314 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4631756.500000 Penalty: 5323.741211
	Iteration 3F: 3 clusters Score -4631756 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4633735.500000 Penalty: 5323.741211
	Iteration 4F: 3 clusters Score -4633736 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -4636158.000000 Penalty: 5323.741211
	Iteration 5F: 3 clusters Score -4636158 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4638323.000000 Penalty: 5323.741211
	Iteration 6F: 3 clusters Score -4638323 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4639982.500000 Penalty: 5323.741211
	Iteration 7F: 3 clusters Score -4639982 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4641038.000000 Penalty: 5323.741211
	Iteration 8Q: 3 clusters Score -4641038 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4641714.500000 Penalty: 5323.741211
	Iteration 9Q: 3 clusters Score -4641714 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4642201.000000 Penalty: 5323.741211
	Iteration 10Q: 3 clusters Score -4642201 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4642535.000000 Penalty: 5323.741211
	Iteration 11Q: 3 clusters Score -4642535 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4642796.000000 Penalty: 5323.741211
	Iteration 12Q: 3 clusters Score -4642796 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -4642997.000000 Penalty: 5323.741211
	Iteration 13Q: 3 clusters Score -4642997 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4643195.500000 Penalty: 5323.741211
	Iteration 14Q: 3 clusters Score -4643196 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4643365.500000 Penalty: 5323.741211
	Iteration 15Q: 3 clusters Score -4643366 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4643537.500000 Penalty: 5323.741211
	Iteration 16Q: 3 clusters Score -4643538 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4643627.500000 Penalty: 5323.741211
	Iteration 17Q: 3 clusters Score -4643628 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4643757.000000 Penalty: 5323.741211
	Iteration 18Q: 3 clusters Score -4643757 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4643908.000000 Penalty: 5323.741211
	Iteration 19Q: 3 clusters Score -4643908 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4644037.000000 Penalty: 5323.741211
	Iteration 20F: 3 clusters Score -4644037 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4644113.000000 Penalty: 5323.741211
	Iteration 21Q: 3 clusters Score -4644113 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -4644219.500000 Penalty: 5323.741211
	Iteration 22Q: 3 clusters Score -4644220 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4644327.500000 Penalty: 5323.741211
	Iteration 23Q: 3 clusters Score -4644328 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4644439.000000 Penalty: 5323.741211
	Iteration 24Q: 3 clusters Score -4644439 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4644537.500000 Penalty: 5323.741211
	Iteration 25Q: 3 clusters Score -4644538 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4644651.000000 Penalty: 5323.741211
	Iteration 26Q: 3 clusters Score -4644651 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4644736.500000 Penalty: 5323.741211
	Iteration 27Q: 3 clusters Score -4644736 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4644817.000000 Penalty: 5323.741211
	Iteration 28Q: 3 clusters Score -4644817 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4644882.500000 Penalty: 5323.741211
	Iteration 29Q: 3 clusters Score -4644882 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4644964.500000 Penalty: 5323.741211
	Iteration 30Q: 3 clusters Score -4644964 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4645041.000000 Penalty: 5323.741211
	Iteration 31Q: 3 clusters Score -4645041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4645116.500000 Penalty: 5323.741211
	Iteration 32Q: 3 clusters Score -4645116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4645164.500000 Penalty: 5323.741211
	Iteration 33Q: 3 clusters Score -4645164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4645231.000000 Penalty: 5323.741211
	Iteration 34Q: 3 clusters Score -4645231 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4645253.000000 Penalty: 5323.741211
	Iteration 35Q: 3 clusters Score -4645253 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4645302.500000 Penalty: 5323.741211
	Iteration 36Q: 3 clusters Score -4645302 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4645369.000000 Penalty: 5323.741211
	Iteration 37Q: 3 clusters Score -4645369 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4645432.000000 Penalty: 5323.741211
	Iteration 38Q: 3 clusters Score -4645432 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4645490.500000 Penalty: 5323.741211
	Iteration 39Q: 3 clusters Score -4645490 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4645521.000000 Penalty: 5323.741211
	Iteration 40F: 3 clusters Score -4645521 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4645590.500000 Penalty: 5323.741211
	Iteration 41Q: 3 clusters Score -4645590 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -4645618.000000 Penalty: 5323.741211
	Iteration 42Q: 3 clusters Score -4645618 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4645680.000000 Penalty: 5323.741211
	Iteration 43Q: 3 clusters Score -4645680 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4645759.500000 Penalty: 5323.741211
	Iteration 44Q: 3 clusters Score -4645760 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -4645802.000000 Penalty: 5323.741211
	Iteration 45Q: 3 clusters Score -4645802 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4645830.000000 Penalty: 5323.741211
	Iteration 46Q: 3 clusters Score -4645830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4645847.500000 Penalty: 5323.741211
	Iteration 47Q: 3 clusters Score -4645848 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4645882.500000 Penalty: 5323.741211
	Iteration 48Q: 3 clusters Score -4645882 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4645913.500000 Penalty: 5323.741211
	Iteration 49Q: 3 clusters Score -4645914 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4645941.000000 Penalty: 5323.741211
	Iteration 50Q: 3 clusters Score -4645941 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4645966.000000 Penalty: 5323.741211
	Iteration 51Q: 3 clusters Score -4645966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -4645997.000000 Penalty: 5323.741211
	Iteration 52Q: 3 clusters Score -4645997 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4646029.000000 Penalty: 5323.741211
	Iteration 53Q: 3 clusters Score -4646029 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -4646043.000000 Penalty: 5323.741211
	Iteration 54Q: 3 clusters Score -4646043 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4646079.500000 Penalty: 5323.741211
	Iteration 55Q: 3 clusters Score -4646080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4646093.000000 Penalty: 5323.741211
	Iteration 56Q: 3 clusters Score -4646093 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4646127.000000 Penalty: 5323.741211
	Iteration 57Q: 3 clusters Score -4646127 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4646140.000000 Penalty: 5323.741211
	Iteration 58Q: 3 clusters Score -4646140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4646154.500000 Penalty: 5323.741211
	Iteration 59Q: 3 clusters Score -4646154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4646173.000000 Penalty: 5323.741211
	Iteration 60F: 3 clusters Score -4646173 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4646185.500000 Penalty: 5323.741211
	Iteration 61Q: 3 clusters Score -4646186 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -4646203.500000 Penalty: 5323.741211
	Iteration 62Q: 3 clusters Score -4646204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4646214.500000 Penalty: 5323.741211
	Iteration 63Q: 3 clusters Score -4646214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -4646215.500000 Penalty: 5323.741211
	Iteration 64Q: 3 clusters Score -4646216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4646228.500000 Penalty: 5323.741211
	Iteration 65Q: 3 clusters Score -4646228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4646256.500000 Penalty: 5323.741211
	Iteration 66Q: 3 clusters Score -4646256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4646259.000000 Penalty: 5323.741211
	Iteration 67Q: 3 clusters Score -4646259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4646267.500000 Penalty: 5323.741211
	Iteration 68Q: 3 clusters Score -4646268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4646281.500000 Penalty: 5323.741211
	Iteration 69Q: 3 clusters Score -4646282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4646300.500000 Penalty: 5323.741211
	Iteration 70Q: 3 clusters Score -4646300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4646301.500000 Penalty: 5323.741211
	Iteration 71Q: 3 clusters Score -4646302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4646316.500000 Penalty: 5323.741211
	Iteration 72Q: 3 clusters Score -4646316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4646333.500000 Penalty: 5323.741211
	Iteration 73Q: 3 clusters Score -4646334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4646334.500000 Penalty: 5323.741211
	Iteration 74Q: 3 clusters Score -4646334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4646335.500000 Penalty: 5323.741211
	Iteration 75Q: 3 clusters Score -4646336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4646337.500000 Penalty: 5323.741211
	Iteration 76Q: 3 clusters Score -4646338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4646342.500000 Penalty: 5323.741211
	Iteration 77Q: 3 clusters Score -4646342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4646358.000000 Penalty: 5323.741211
	Iteration 78Q: 3 clusters Score -4646358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4646371.000000 Penalty: 5323.741211
	Iteration 79Q: 3 clusters Score -4646371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4646368.000000 Penalty: 5323.741211
	Iteration 80F: 3 clusters Score -4646368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4646370.000000 Penalty: 5323.741211
	Iteration 81Q: 3 clusters Score -4646370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -4646371.000000 Penalty: 5323.741211
	Iteration 82Q: 3 clusters Score -4646371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4646381.500000 Penalty: 5323.741211
	Iteration 83Q: 3 clusters Score -4646382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -4646391.500000 Penalty: 5323.741211
	Iteration 84Q: 3 clusters Score -4646392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4646403.500000 Penalty: 5323.741211
	Iteration 85Q: 3 clusters Score -4646404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4646405.000000 Penalty: 5323.741211
	Iteration 86Q: 3 clusters Score -4646405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4646400.500000 Penalty: 5323.741211
	Iteration 87Q: 3 clusters Score -4646400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4646412.000000 Penalty: 5323.741211
	Iteration 88Q: 3 clusters Score -4646412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4646416.500000 Penalty: 5323.741211
	Iteration 89Q: 3 clusters Score -4646416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4646418.000000 Penalty: 5323.741211
	Iteration 90Q: 3 clusters Score -4646418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4646423.000000 Penalty: 5323.741211
	Iteration 91Q: 3 clusters Score -4646423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -4646428.500000 Penalty: 5323.741211
	Iteration 92Q: 3 clusters Score -4646428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4646436.000000 Penalty: 5323.741211
	Iteration 93Q: 3 clusters Score -4646436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4646435.500000 Penalty: 5323.741211
	Iteration 94Q: 3 clusters Score -4646436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4646438.500000 Penalty: 5323.741211
	Iteration 95Q: 3 clusters Score -4646438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -4646441.500000 Penalty: 5323.741211
	Iteration 96Q: 3 clusters Score -4646442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4646443.500000 Penalty: 5323.741211
	Iteration 97Q: 3 clusters Score -4646444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4646464.000000 Penalty: 5323.741211
	Iteration 98Q: 3 clusters Score -4646464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4646467.000000 Penalty: 5323.741211
	Iteration 99Q: 3 clusters Score -4646467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4646457.000000 Penalty: 5323.741211
	Iteration 100F: 3 clusters Score -4646457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -4646457.500000 Penalty: 5323.741211
	Iteration 101Q: 3 clusters Score -4646458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4646460.000000 Penalty: 5323.741211
	Iteration 102Q: 3 clusters Score -4646460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4646470.500000 Penalty: 5323.741211
	Iteration 103Q: 3 clusters Score -4646470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4646483.500000 Penalty: 5323.741211
	Iteration 104Q: 3 clusters Score -4646484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4646477.500000 Penalty: 5323.741211
	Iteration 105Q: 3 clusters Score -4646478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4646486.500000 Penalty: 5323.741211
	Iteration 106Q: 3 clusters Score -4646486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -4646489.000000 Penalty: 5323.741211
	Iteration 107Q: 3 clusters Score -4646489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4646491.000000 Penalty: 5323.741211
	Iteration 108Q: 3 clusters Score -4646491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4646488.000000 Penalty: 5323.741211
	Iteration 109Q: 3 clusters Score -4646488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4646496.500000 Penalty: 5323.741211
	Iteration 110Q: 3 clusters Score -4646496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4646495.500000 Penalty: 5323.741211
	Iteration 111Q: 3 clusters Score -4646496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4646487.000000 Penalty: 5323.741211
	Iteration 112Q: 3 clusters Score -4646487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4646490.000000 Penalty: 5323.741211
	Iteration 113Q: 3 clusters Score -4646490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4646493.000000 Penalty: 5323.741211
	Iteration 114Q: 3 clusters Score -4646493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4646497.000000 Penalty: 5323.741211
	Iteration 115Q: 3 clusters Score -4646497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4646505.500000 Penalty: 5323.741211
	Iteration 116Q: 3 clusters Score -4646506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4646501.500000 Penalty: 5323.741211
	Iteration 117Q: 3 clusters Score -4646502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4646505.000000 Penalty: 5323.741211
	Iteration 118Q: 3 clusters Score -4646505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4646502.500000 Penalty: 5323.741211
	Iteration 119Q: 3 clusters Score -4646502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -4646500.500000 Penalty: 5323.741211
	Iteration 120F: 3 clusters Score -4646500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -4646498.500000 Penalty: 5323.741211
	Iteration 121Q: 3 clusters Score -4646498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4646508.000000 Penalty: 5323.741211
	Iteration 122Q: 3 clusters Score -4646508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4646509.500000 Penalty: 5323.741211
	Iteration 123Q: 3 clusters Score -4646510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4646519.500000 Penalty: 5323.741211
	Iteration 124Q: 3 clusters Score -4646520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4646513.000000 Penalty: 5323.741211
	Iteration 125Q: 3 clusters Score -4646513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4646522.000000 Penalty: 5323.741211
	Iteration 126Q: 3 clusters Score -4646522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4646524.000000 Penalty: 5323.741211
	Iteration 127Q: 3 clusters Score -4646524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -4646529.000000 Penalty: 5323.741211
	Iteration 128Q: 3 clusters Score -4646529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -4646534.000000 Penalty: 5323.741211
	Iteration 129Q: 3 clusters Score -4646534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4646534.500000 Penalty: 5323.741211
	Iteration 130Q: 3 clusters Score -4646534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -4646536.500000 Penalty: 5323.741211
	Iteration 131Q: 3 clusters Score -4646536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4646540.000000 Penalty: 5323.741211
	Iteration 132Q: 3 clusters Score -4646540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4646530.000000 Penalty: 5323.741211
	Iteration 133Q: 3 clusters Score -4646530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -4646534.500000 Penalty: 5323.741211
	Iteration 134Q: 3 clusters Score -4646534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4646533.000000 Penalty: 5323.741211
	Iteration 135Q: 3 clusters Score -4646533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4646536.000000 Penalty: 5323.741211
	Iteration 136Q: 3 clusters Score -4646536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4646534.000000 Penalty: 5323.741211
	Iteration 137Q: 3 clusters Score -4646534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4646534.000000 Penalty: 5323.741211
	Iteration 138F: 3 clusters Score -4646534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -236104.875000 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -236104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -233293.765625 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -233293.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -233858.328125 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -233858.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234087.187500 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -234087.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234279.218750 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -234279.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234406.078125 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -234406.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -234477.671875 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -234477.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234535.343750 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -234535.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234573.921875 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -234573.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -234601.703125 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -234601.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -234636.906250 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -234636.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -234668.109375 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -234668.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -234701.671875 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -234701.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -234746.640625 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -234746.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -234803.406250 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -234803.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -234843.984375 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -234844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -234878.750000 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -234878.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -234910.921875 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -234910.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -234935.671875 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -234935.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -234955.406250 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -234955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234973.984375 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -234974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234988.500000 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -234988.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -234994.281250 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -234994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -235001.562500 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -235001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -235012.468750 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -235012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -235021.078125 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -235021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -235029.812500 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -235029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -235033.218750 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -235033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -235036.671875 Penalty: 3839.153809
	Iteration 27Q: 3 clusters Score -235036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -235038.906250 Penalty: 3839.153809
	Iteration 28Q: 3 clusters Score -235038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -235040.437500 Penalty: 3839.153809
	Iteration 29Q: 3 clusters Score -235040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -235042.203125 Penalty: 3839.153809
	Iteration 30Q: 3 clusters Score -235042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -235044.812500 Penalty: 3839.153809
	Iteration 31Q: 3 clusters Score -235044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -235045.484375 Penalty: 3839.153809
	Iteration 32Q: 3 clusters Score -235045.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -235045.484375 Penalty: 3839.153809
	Iteration 33F: 3 clusters Score -235045.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 159 members 
Entering Unmasked Estep 
Score: -24603.908203 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24603.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24713.226562 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24713.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24747.318359 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24747.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24783.390625 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24783.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24798.449219 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24798.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24803.681641 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -24803.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24803.681641 Penalty: 2865.715576
	Iteration 6F: 3 clusters Score -24803.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Entering Unmasked Estep 
Score: -2832368.500000 Penalty: 2522.955811
	Iteration 0F: 2 clusters Score -2832368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2814265.250000 Penalty: 5045.911621
	Iteration 0F: 3 clusters Score -2814265 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2820503.500000 Penalty: 5045.911621
	Iteration 1F: 3 clusters Score -2820504 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2820904.000000 Penalty: 5045.911621
	Iteration 2Q: 3 clusters Score -2820904 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2821324.250000 Penalty: 5045.911621
	Iteration 3Q: 3 clusters Score -2821324 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2821722.750000 Penalty: 5045.911621
	Iteration 4Q: 3 clusters Score -2821723 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2822248.750000 Penalty: 5045.911621
	Iteration 5Q: 3 clusters Score -2822249 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2822889.250000 Penalty: 5045.911621
	Iteration 6Q: 3 clusters Score -2822889 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2823715.500000 Penalty: 5045.911621
	Iteration 7F: 3 clusters Score -2823716 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2824814.250000 Penalty: 5045.911621
	Iteration 8F: 3 clusters Score -2824814 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2825991.500000 Penalty: 5045.911621
	Iteration 9F: 3 clusters Score -2825992 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2827112.500000 Penalty: 5045.911621
	Iteration 10F: 3 clusters Score -2827112 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2827983.750000 Penalty: 5045.911621
	Iteration 11Q: 3 clusters Score -2827984 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2828660.000000 Penalty: 5045.911621
	Iteration 12Q: 3 clusters Score -2828660 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2829146.250000 Penalty: 5045.911621
	Iteration 13Q: 3 clusters Score -2829146 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2829436.250000 Penalty: 5045.911621
	Iteration 14Q: 3 clusters Score -2829436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2829607.750000 Penalty: 5045.911621
	Iteration 15Q: 3 clusters Score -2829608 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2829726.500000 Penalty: 5045.911621
	Iteration 16Q: 3 clusters Score -2829726 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2829810.750000 Penalty: 5045.911621
	Iteration 17Q: 3 clusters Score -2829811 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2829895.250000 Penalty: 5045.911621
	Iteration 18Q: 3 clusters Score -2829895 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2829962.750000 Penalty: 5045.911621
	Iteration 19Q: 3 clusters Score -2829963 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2830010.250000 Penalty: 5045.911621
	Iteration 20F: 3 clusters Score -2830010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2830070.250000 Penalty: 5045.911621
	Iteration 21Q: 3 clusters Score -2830070 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2830114.500000 Penalty: 5045.911621
	Iteration 22Q: 3 clusters Score -2830114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2830157.500000 Penalty: 5045.911621
	Iteration 23Q: 3 clusters Score -2830158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2830174.500000 Penalty: 5045.911621
	Iteration 24Q: 3 clusters Score -2830174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2830211.000000 Penalty: 5045.911621
	Iteration 25Q: 3 clusters Score -2830211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2830247.500000 Penalty: 5045.911621
	Iteration 26Q: 3 clusters Score -2830248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2830270.500000 Penalty: 5045.911621
	Iteration 27Q: 3 clusters Score -2830270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2830280.250000 Penalty: 5045.911621
	Iteration 28Q: 3 clusters Score -2830280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2830299.500000 Penalty: 5045.911621
	Iteration 29Q: 3 clusters Score -2830300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2830328.250000 Penalty: 5045.911621
	Iteration 30Q: 3 clusters Score -2830328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2830342.250000 Penalty: 5045.911621
	Iteration 31Q: 3 clusters Score -2830342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2830357.750000 Penalty: 5045.911621
	Iteration 32Q: 3 clusters Score -2830358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2830377.000000 Penalty: 5045.911621
	Iteration 33Q: 3 clusters Score -2830377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2830396.000000 Penalty: 5045.911621
	Iteration 34Q: 3 clusters Score -2830396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2830413.500000 Penalty: 5045.911621
	Iteration 35Q: 3 clusters Score -2830414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2830430.750000 Penalty: 5045.911621
	Iteration 36Q: 3 clusters Score -2830431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2830441.250000 Penalty: 5045.911621
	Iteration 37Q: 3 clusters Score -2830441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2830453.000000 Penalty: 5045.911621
	Iteration 38Q: 3 clusters Score -2830453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2830454.000000 Penalty: 5045.911621
	Iteration 39Q: 3 clusters Score -2830454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2830456.500000 Penalty: 5045.911621
	Iteration 40F: 3 clusters Score -2830456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2830459.750000 Penalty: 5045.911621
	Iteration 41Q: 3 clusters Score -2830460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2830465.250000 Penalty: 5045.911621
	Iteration 42Q: 3 clusters Score -2830465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2830472.750000 Penalty: 5045.911621
	Iteration 43Q: 3 clusters Score -2830473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2830470.000000 Penalty: 5045.911621
	Iteration 44Q: 3 clusters Score -2830470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2830475.500000 Penalty: 5045.911621
	Iteration 45Q: 3 clusters Score -2830476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2830474.250000 Penalty: 5045.911621
	Iteration 46Q: 3 clusters Score -2830474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2830478.000000 Penalty: 5045.911621
	Iteration 47Q: 3 clusters Score -2830478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2830476.000000 Penalty: 5045.911621
	Iteration 48Q: 3 clusters Score -2830476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2830478.500000 Penalty: 5045.911621
	Iteration 49Q: 3 clusters Score -2830478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2830482.750000 Penalty: 5045.911621
	Iteration 50Q: 3 clusters Score -2830483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2830484.000000 Penalty: 5045.911621
	Iteration 51Q: 3 clusters Score -2830484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2830488.500000 Penalty: 5045.911621
	Iteration 52Q: 3 clusters Score -2830488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2830490.000000 Penalty: 5045.911621
	Iteration 53Q: 3 clusters Score -2830490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2830490.000000 Penalty: 5045.911621
	Iteration 54Q: 3 clusters Score -2830490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2830489.000000 Penalty: 5045.911621
	Iteration 55Q: 3 clusters Score -2830489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2830489.250000 Penalty: 5045.911621
	Iteration 56Q: 3 clusters Score -2830489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2830490.500000 Penalty: 5045.911621
	Iteration 57Q: 3 clusters Score -2830490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2830490.000000 Penalty: 5045.911621
	Iteration 58Q: 3 clusters Score -2830490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2830490.000000 Penalty: 5045.911621
	Iteration 59Q: 3 clusters Score -2830490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2830492.500000 Penalty: 5045.911621
	Iteration 60F: 3 clusters Score -2830492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2830501.750000 Penalty: 5045.911621
	Iteration 61Q: 3 clusters Score -2830502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2830507.000000 Penalty: 5045.911621
	Iteration 62Q: 3 clusters Score -2830507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2830517.000000 Penalty: 5045.911621
	Iteration 63Q: 3 clusters Score -2830517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2830513.000000 Penalty: 5045.911621
	Iteration 64Q: 3 clusters Score -2830513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2830515.500000 Penalty: 5045.911621
	Iteration 65Q: 3 clusters Score -2830516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2830517.750000 Penalty: 5045.911621
	Iteration 66Q: 3 clusters Score -2830518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2830515.250000 Penalty: 5045.911621
	Iteration 67Q: 3 clusters Score -2830515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2830512.750000 Penalty: 5045.911621
	Iteration 68Q: 3 clusters Score -2830513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2830514.500000 Penalty: 5045.911621
	Iteration 69Q: 3 clusters Score -2830514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2830514.500000 Penalty: 5045.911621
	Iteration 70F: 3 clusters Score -2830514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 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 245 members 
Entering Unmasked Estep 
Score: -43682.226562 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43682.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43840.632812 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43840.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43880.941406 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -43880.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43905.417969 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43905.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43921.734375 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43921.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43930.421875 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -43930.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43937.257812 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -43937.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43940.367188 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -43940.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43940.367188 Penalty: 3066.314209
	Iteration 8F: 3 clusters Score -43940.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Entering Unmasked Estep 
Score: -7359058.500000 Penalty: 2767.086670
	Iteration 0F: 2 clusters Score -7359058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7312310.500000 Penalty: 5534.173340
	Iteration 0F: 3 clusters Score -7312310 nChanged 32738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -7330505.500000 Penalty: 5534.173340
	Iteration 1F: 3 clusters Score -7330506 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -7331025.000000 Penalty: 5534.173340
	Iteration 2Q: 3 clusters Score -7331025 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -7331590.500000 Penalty: 5534.173340
	Iteration 3Q: 3 clusters Score -7331590 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7332227.500000 Penalty: 5534.173340
	Iteration 4Q: 3 clusters Score -7332228 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -7333122.500000 Penalty: 5534.173340
	Iteration 5Q: 3 clusters Score -7333122 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -7334456.000000 Penalty: 5534.173340
	Iteration 6Q: 3 clusters Score -7334456 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -7336637.500000 Penalty: 5534.173340
	Iteration 7Q: 3 clusters Score -7336638 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7339813.500000 Penalty: 5534.173340
	Iteration 8F: 3 clusters Score -7339814 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -7343940.000000 Penalty: 5534.173340
	Iteration 9F: 3 clusters Score -7343940 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -7348425.500000 Penalty: 5534.173340
	Iteration 10F: 3 clusters Score -7348426 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7351988.000000 Penalty: 5534.173340
	Iteration 11F: 3 clusters Score -7351988 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -7354115.000000 Penalty: 5534.173340
	Iteration 12Q: 3 clusters Score -7354115 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7355319.500000 Penalty: 5534.173340
	Iteration 13Q: 3 clusters Score -7355320 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7356102.000000 Penalty: 5534.173340
	Iteration 14Q: 3 clusters Score -7356102 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -7356527.000000 Penalty: 5534.173340
	Iteration 15Q: 3 clusters Score -7356527 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -7356729.000000 Penalty: 5534.173340
	Iteration 16Q: 3 clusters Score -7356729 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -7356849.500000 Penalty: 5534.173340
	Iteration 17Q: 3 clusters Score -7356850 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -7356953.000000 Penalty: 5534.173340
	Iteration 18Q: 3 clusters Score -7356953 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -7357041.500000 Penalty: 5534.173340
	Iteration 19Q: 3 clusters Score -7357042 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -7357118.000000 Penalty: 5534.173340
	Iteration 20F: 3 clusters Score -7357118 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -7357200.500000 Penalty: 5534.173340
	Iteration 21Q: 3 clusters Score -7357200 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -7357261.000000 Penalty: 5534.173340
	Iteration 22Q: 3 clusters Score -7357261 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -7357293.000000 Penalty: 5534.173340
	Iteration 23Q: 3 clusters Score -7357293 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -7357358.500000 Penalty: 5534.173340
	Iteration 24Q: 3 clusters Score -7357358 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -7357397.500000 Penalty: 5534.173340
	Iteration 25Q: 3 clusters Score -7357398 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -7357432.500000 Penalty: 5534.173340
	Iteration 26Q: 3 clusters Score -7357432 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -7357452.500000 Penalty: 5534.173340
	Iteration 27Q: 3 clusters Score -7357452 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -7357505.000000 Penalty: 5534.173340
	Iteration 28Q: 3 clusters Score -7357505 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -7357518.500000 Penalty: 5534.173340
	Iteration 29Q: 3 clusters Score -7357518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -7357532.500000 Penalty: 5534.173340
	Iteration 30Q: 3 clusters Score -7357532 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -7357551.000000 Penalty: 5534.173340
	Iteration 31Q: 3 clusters Score -7357551 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -7357580.500000 Penalty: 5534.173340
	Iteration 32Q: 3 clusters Score -7357580 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -7357594.500000 Penalty: 5534.173340
	Iteration 33Q: 3 clusters Score -7357594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -7357605.000000 Penalty: 5534.173340
	Iteration 34Q: 3 clusters Score -7357605 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -7357633.500000 Penalty: 5534.173340
	Iteration 35Q: 3 clusters Score -7357634 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -7357642.500000 Penalty: 5534.173340
	Iteration 36Q: 3 clusters Score -7357642 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -7357648.500000 Penalty: 5534.173340
	Iteration 37Q: 3 clusters Score -7357648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -7357675.500000 Penalty: 5534.173340
	Iteration 38Q: 3 clusters Score -7357676 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -7357698.000000 Penalty: 5534.173340
	Iteration 39Q: 3 clusters Score -7357698 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -7357716.000000 Penalty: 5534.173340
	Iteration 40F: 3 clusters Score -7357716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -7357710.000000 Penalty: 5534.173340
	Iteration 41Q: 3 clusters Score -7357710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -7357736.000000 Penalty: 5534.173340
	Iteration 42Q: 3 clusters Score -7357736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -7357754.000000 Penalty: 5534.173340
	Iteration 43Q: 3 clusters Score -7357754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -7357738.000000 Penalty: 5534.173340
	Iteration 44Q: 3 clusters Score -7357738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -7357769.000000 Penalty: 5534.173340
	Iteration 45Q: 3 clusters Score -7357769 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -7357767.500000 Penalty: 5534.173340
	Iteration 46Q: 3 clusters Score -7357768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -7357784.500000 Penalty: 5534.173340
	Iteration 47Q: 3 clusters Score -7357784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -7357778.500000 Penalty: 5534.173340
	Iteration 48Q: 3 clusters Score -7357778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -7357785.500000 Penalty: 5534.173340
	Iteration 49Q: 3 clusters Score -7357786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -7357783.000000 Penalty: 5534.173340
	Iteration 50Q: 3 clusters Score -7357783 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -7357799.500000 Penalty: 5534.173340
	Iteration 51Q: 3 clusters Score -7357800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -7357804.500000 Penalty: 5534.173340
	Iteration 52Q: 3 clusters Score -7357804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -7357817.500000 Penalty: 5534.173340
	Iteration 53Q: 3 clusters Score -7357818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -7357820.500000 Penalty: 5534.173340
	Iteration 54Q: 3 clusters Score -7357820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -7357826.500000 Penalty: 5534.173340
	Iteration 55Q: 3 clusters Score -7357826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -7357837.500000 Penalty: 5534.173340
	Iteration 56Q: 3 clusters Score -7357838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -7357848.500000 Penalty: 5534.173340
	Iteration 57Q: 3 clusters Score -7357848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -7357851.500000 Penalty: 5534.173340
	Iteration 58Q: 3 clusters Score -7357852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -7357856.000000 Penalty: 5534.173340
	Iteration 59Q: 3 clusters Score -7357856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -7357861.000000 Penalty: 5534.173340
	Iteration 60F: 3 clusters Score -7357861 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -7357863.500000 Penalty: 5534.173340
	Iteration 61Q: 3 clusters Score -7357864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -7357864.000000 Penalty: 5534.173340
	Iteration 62Q: 3 clusters Score -7357864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -7357877.000000 Penalty: 5534.173340
	Iteration 63Q: 3 clusters Score -7357877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -7357897.500000 Penalty: 5534.173340
	Iteration 64Q: 3 clusters Score -7357898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -7357894.500000 Penalty: 5534.173340
	Iteration 65Q: 3 clusters Score -7357894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -7357902.000000 Penalty: 5534.173340
	Iteration 66Q: 3 clusters Score -7357902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7357908.000000 Penalty: 5534.173340
	Iteration 67Q: 3 clusters Score -7357908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -7357909.000000 Penalty: 5534.173340
	Iteration 68Q: 3 clusters Score -7357909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -7357925.500000 Penalty: 5534.173340
	Iteration 69Q: 3 clusters Score -7357926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7357925.000000 Penalty: 5534.173340
	Iteration 70Q: 3 clusters Score -7357925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -7357930.500000 Penalty: 5534.173340
	Iteration 71Q: 3 clusters Score -7357930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7357919.000000 Penalty: 5534.173340
	Iteration 72Q: 3 clusters Score -7357919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -7357940.000000 Penalty: 5534.173340
	Iteration 73Q: 3 clusters Score -7357940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -7357949.000000 Penalty: 5534.173340
	Iteration 74Q: 3 clusters Score -7357949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -7357937.500000 Penalty: 5534.173340
	Iteration 75Q: 3 clusters Score -7357938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -7357940.500000 Penalty: 5534.173340
	Iteration 76Q: 3 clusters Score -7357940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7357929.000000 Penalty: 5534.173340
	Iteration 77Q: 3 clusters Score -7357929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -7357936.000000 Penalty: 5534.173340
	Iteration 78Q: 3 clusters Score -7357936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -7357940.500000 Penalty: 5534.173340
	Iteration 79Q: 3 clusters Score -7357940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -7357922.000000 Penalty: 5534.173340
	Iteration 80F: 3 clusters Score -7357922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -7357916.000000 Penalty: 5534.173340
	Iteration 81Q: 3 clusters Score -7357916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -7357920.000000 Penalty: 5534.173340
	Iteration 82Q: 3 clusters Score -7357920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -7357919.500000 Penalty: 5534.173340
	Iteration 83Q: 3 clusters Score -7357920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -7357911.500000 Penalty: 5534.173340
	Iteration 84Q: 3 clusters Score -7357912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -7357915.000000 Penalty: 5534.173340
	Iteration 85Q: 3 clusters Score -7357915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -7357900.000000 Penalty: 5534.173340
	Iteration 86Q: 3 clusters Score -7357900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -7357894.500000 Penalty: 5534.173340
	Iteration 87Q: 3 clusters Score -7357894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -7357895.000000 Penalty: 5534.173340
	Iteration 88Q: 3 clusters Score -7357895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -7357894.500000 Penalty: 5534.173340
	Iteration 89Q: 3 clusters Score -7357894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -7357907.500000 Penalty: 5534.173340
	Iteration 90Q: 3 clusters Score -7357908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -7357912.500000 Penalty: 5534.173340
	Iteration 91Q: 3 clusters Score -7357912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -7357906.500000 Penalty: 5534.173340
	Iteration 92Q: 3 clusters Score -7357906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -7357909.000000 Penalty: 5534.173340
	Iteration 93Q: 3 clusters Score -7357909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7357909.500000 Penalty: 5534.173340
	Iteration 94Q: 3 clusters Score -7357910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -7357903.000000 Penalty: 5534.173340
	Iteration 95Q: 3 clusters Score -7357903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -7357903.500000 Penalty: 5534.173340
	Iteration 96Q: 3 clusters Score -7357904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -7357904.500000 Penalty: 5534.173340
	Iteration 97Q: 3 clusters Score -7357904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -7357910.000000 Penalty: 5534.173340
	Iteration 98Q: 3 clusters Score -7357910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -7357913.000000 Penalty: 5534.173340
	Iteration 99Q: 3 clusters Score -7357913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -7357905.500000 Penalty: 5534.173340
	Iteration 100F: 3 clusters Score -7357906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -7357908.500000 Penalty: 5534.173340
	Iteration 101Q: 3 clusters Score -7357908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -7357906.500000 Penalty: 5534.173340
	Iteration 102Q: 3 clusters Score -7357906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -7357911.000000 Penalty: 5534.173340
	Iteration 103Q: 3 clusters Score -7357911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -7357910.500000 Penalty: 5534.173340
	Iteration 104Q: 3 clusters Score -7357910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -7357910.500000 Penalty: 5534.173340
	Iteration 105Q: 3 clusters Score -7357910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -7357911.500000 Penalty: 5534.173340
	Iteration 106Q: 3 clusters Score -7357912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -7357915.500000 Penalty: 5534.173340
	Iteration 107Q: 3 clusters Score -7357916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -7357916.500000 Penalty: 5534.173340
	Iteration 108Q: 3 clusters Score -7357916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -7357916.000000 Penalty: 5534.173340
	Iteration 109Q: 3 clusters Score -7357916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7357912.500000 Penalty: 5534.173340
	Iteration 110Q: 3 clusters Score -7357912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -7357916.000000 Penalty: 5534.173340
	Iteration 111Q: 3 clusters Score -7357916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -7357919.000000 Penalty: 5534.173340
	Iteration 112Q: 3 clusters Score -7357919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -7357916.500000 Penalty: 5534.173340
	Iteration 113Q: 3 clusters Score -7357916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -7357914.500000 Penalty: 5534.173340
	Iteration 114Q: 3 clusters Score -7357914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -7357914.500000 Penalty: 5534.173340
	Iteration 115Q: 3 clusters Score -7357914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7357917.000000 Penalty: 5534.173340
	Iteration 116Q: 3 clusters Score -7357917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -7357920.000000 Penalty: 5534.173340
	Iteration 117Q: 3 clusters Score -7357920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -7357921.000000 Penalty: 5534.173340
	Iteration 118Q: 3 clusters Score -7357921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -7357919.000000 Penalty: 5534.173340
	Iteration 119Q: 3 clusters Score -7357919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -7357918.500000 Penalty: 5534.173340
	Iteration 120F: 3 clusters Score -7357918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -7357914.500000 Penalty: 5534.173340
	Iteration 121Q: 3 clusters Score -7357914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7357927.000000 Penalty: 5534.173340
	Iteration 122Q: 3 clusters Score -7357927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -7357927.500000 Penalty: 5534.173340
	Iteration 123Q: 3 clusters Score -7357928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -7357925.500000 Penalty: 5534.173340
	Iteration 124Q: 3 clusters Score -7357926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -7357925.500000 Penalty: 5534.173340
	Iteration 125Q: 3 clusters Score -7357926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -7357925.500000 Penalty: 5534.173340
	Iteration 126F: 3 clusters Score -7357926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (252384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252384 members 
Entering Unmasked Estep 
Score: -26757010.000000 Penalty: 3084.799316
	Iteration 0F: 2 clusters Score -2.675701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126480 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -26591164.000000 Penalty: 6169.598633
	Iteration 0F: 3 clusters Score -2.659116e+07 nChanged 121912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -26663400.000000 Penalty: 6169.598633
	Iteration 1F: 3 clusters Score -2.66634e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -26665068.000000 Penalty: 6169.598633
	Iteration 2Q: 3 clusters Score -2.666507e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134830 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -26667128.000000 Penalty: 6169.598633
	Iteration 3Q: 3 clusters Score -2.666713e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139993 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -26670024.000000 Penalty: 6169.598633
	Iteration 4Q: 3 clusters Score -2.667002e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -26674654.000000 Penalty: 6169.598633
	Iteration 5Q: 3 clusters Score -2.667465e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -26682452.000000 Penalty: 6169.598633
	Iteration 6F: 3 clusters Score -2.668245e+07 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173426 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -26694364.000000 Penalty: 6169.598633
	Iteration 7F: 3 clusters Score -2.669436e+07 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190490 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -26708664.000000 Penalty: 6169.598633
	Iteration 8F: 3 clusters Score -2.670866e+07 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207160 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -26723022.000000 Penalty: 6169.598633
	Iteration 9F: 3 clusters Score -2.672302e+07 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221092 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -26734216.000000 Penalty: 6169.598633
	Iteration 10F: 3 clusters Score -2.673422e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231077 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -26741536.000000 Penalty: 6169.598633
	Iteration 11Q: 3 clusters Score -2.674154e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237805 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -26746478.000000 Penalty: 6169.598633
	Iteration 12Q: 3 clusters Score -2.674648e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242083 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -26749486.000000 Penalty: 6169.598633
	Iteration 13Q: 3 clusters Score -2.674949e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244854 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -26751094.000000 Penalty: 6169.598633
	Iteration 14Q: 3 clusters Score -2.675109e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246607 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -26752134.000000 Penalty: 6169.598633
	Iteration 15Q: 3 clusters Score -2.675213e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247770 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -26752860.000000 Penalty: 6169.598633
	Iteration 16Q: 3 clusters Score -2.675286e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248520 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -26753310.000000 Penalty: 6169.598633
	Iteration 17Q: 3 clusters Score -2.675331e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249045 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -26753650.000000 Penalty: 6169.598633
	Iteration 18Q: 3 clusters Score -2.675365e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249408 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -26753904.000000 Penalty: 6169.598633
	Iteration 19Q: 3 clusters Score -2.67539e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249686 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -26753988.000000 Penalty: 6169.598633
	Iteration 20F: 3 clusters Score -2.675399e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249908 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -26754084.000000 Penalty: 6169.598633
	Iteration 21Q: 3 clusters Score -2.675408e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250074 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -26754164.000000 Penalty: 6169.598633
	Iteration 22Q: 3 clusters Score -2.675416e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250215 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -26754240.000000 Penalty: 6169.598633
	Iteration 23Q: 3 clusters Score -2.675424e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250323 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -26754288.000000 Penalty: 6169.598633
	Iteration 24Q: 3 clusters Score -2.675429e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250407 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -26754358.000000 Penalty: 6169.598633
	Iteration 25Q: 3 clusters Score -2.675436e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250473 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -26754382.000000 Penalty: 6169.598633
	Iteration 26Q: 3 clusters Score -2.675438e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250532 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -26754380.000000 Penalty: 6169.598633
	Iteration 27Q: 3 clusters Score -2.675438e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250576 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -26754422.000000 Penalty: 6169.598633
	Iteration 28Q: 3 clusters Score -2.675442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250619 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26754442.000000 Penalty: 6169.598633
	Iteration 29Q: 3 clusters Score -2.675444e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250644 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -26754478.000000 Penalty: 6169.598633
	Iteration 30Q: 3 clusters Score -2.675448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250666 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -26754502.000000 Penalty: 6169.598633
	Iteration 31Q: 3 clusters Score -2.67545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250680 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -26754504.000000 Penalty: 6169.598633
	Iteration 32Q: 3 clusters Score -2.67545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250694 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -26754516.000000 Penalty: 6169.598633
	Iteration 33Q: 3 clusters Score -2.675452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250705 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -26754514.000000 Penalty: 6169.598633
	Iteration 34Q: 3 clusters Score -2.675451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250719 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26754512.000000 Penalty: 6169.598633
	Iteration 35Q: 3 clusters Score -2.675451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250732 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -26754530.000000 Penalty: 6169.598633
	Iteration 36Q: 3 clusters Score -2.675453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250740 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -26754500.000000 Penalty: 6169.598633
	Iteration 37Q: 3 clusters Score -2.67545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250748 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -26754500.000000 Penalty: 6169.598633
	Iteration 38Q: 3 clusters Score -2.67545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250754 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -26754502.000000 Penalty: 6169.598633
	Iteration 39Q: 3 clusters Score -2.67545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250754 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -26754476.000000 Penalty: 6169.598633
	Iteration 40F: 3 clusters Score -2.675448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250758 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -26754492.000000 Penalty: 6169.598633
	Iteration 41Q: 3 clusters Score -2.675449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250760 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -26754500.000000 Penalty: 6169.598633
	Iteration 42Q: 3 clusters Score -2.67545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250761 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -26754496.000000 Penalty: 6169.598633
	Iteration 43Q: 3 clusters Score -2.67545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250764 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -26754510.000000 Penalty: 6169.598633
	Iteration 44Q: 3 clusters Score -2.675451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250766 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -26754500.000000 Penalty: 6169.598633
	Iteration 45Q: 3 clusters Score -2.67545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250766 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -26754516.000000 Penalty: 6169.598633
	Iteration 46Q: 3 clusters Score -2.675452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250767 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -26754524.000000 Penalty: 6169.598633
	Iteration 47Q: 3 clusters Score -2.675452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250769 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -26754514.000000 Penalty: 6169.598633
	Iteration 48Q: 3 clusters Score -2.675451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250769 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -26754514.000000 Penalty: 6169.598633
	Iteration 49F: 3 clusters Score -2.675451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Entering Unmasked Estep 
Score: -2761750.000000 Penalty: 2543.655762
	Iteration 0F: 2 clusters Score -2761750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2742053.000000 Penalty: 5087.311523
	Iteration 0F: 3 clusters Score -2742053 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2748933.750000 Penalty: 5087.311523
	Iteration 1F: 3 clusters Score -2748934 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2749471.250000 Penalty: 5087.311523
	Iteration 2F: 3 clusters Score -2749471 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2749988.750000 Penalty: 5087.311523
	Iteration 3Q: 3 clusters Score -2749989 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2750565.750000 Penalty: 5087.311523
	Iteration 4Q: 3 clusters Score -2750566 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2751331.000000 Penalty: 5087.311523
	Iteration 5Q: 3 clusters Score -2751331 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2752416.250000 Penalty: 5087.311523
	Iteration 6F: 3 clusters Score -2752416 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2753676.750000 Penalty: 5087.311523
	Iteration 7F: 3 clusters Score -2753677 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2755169.250000 Penalty: 5087.311523
	Iteration 8F: 3 clusters Score -2755169 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2756550.000000 Penalty: 5087.311523
	Iteration 9F: 3 clusters Score -2756550 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2757643.250000 Penalty: 5087.311523
	Iteration 10Q: 3 clusters Score -2757643 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -2758393.750000 Penalty: 5087.311523
	Iteration 11Q: 3 clusters Score -2758394 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2758879.250000 Penalty: 5087.311523
	Iteration 12Q: 3 clusters Score -2758879 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2759198.000000 Penalty: 5087.311523
	Iteration 13Q: 3 clusters Score -2759198 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2759382.750000 Penalty: 5087.311523
	Iteration 14Q: 3 clusters Score -2759383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -2759471.500000 Penalty: 5087.311523
	Iteration 15Q: 3 clusters Score -2759472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -2759538.750000 Penalty: 5087.311523
	Iteration 16Q: 3 clusters Score -2759539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -2759578.500000 Penalty: 5087.311523
	Iteration 17Q: 3 clusters Score -2759578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -2759608.250000 Penalty: 5087.311523
	Iteration 18Q: 3 clusters Score -2759608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -2759632.250000 Penalty: 5087.311523
	Iteration 19Q: 3 clusters Score -2759632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -2759641.000000 Penalty: 5087.311523
	Iteration 20F: 3 clusters Score -2759641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -2759651.000000 Penalty: 5087.311523
	Iteration 21Q: 3 clusters Score -2759651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2759657.500000 Penalty: 5087.311523
	Iteration 22Q: 3 clusters Score -2759658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2759664.750000 Penalty: 5087.311523
	Iteration 23Q: 3 clusters Score -2759665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -2759670.500000 Penalty: 5087.311523
	Iteration 24Q: 3 clusters Score -2759670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -2759670.250000 Penalty: 5087.311523
	Iteration 25Q: 3 clusters Score -2759670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -2759670.250000 Penalty: 5087.311523
	Iteration 26F: 3 clusters Score -2759670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Entering Unmasked Estep 
Score: -1103573.875000 Penalty: 2300.711914
	Iteration 0F: 2 clusters Score -1103574 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 5397 members 
Entering Unmasked Estep 
Score: -1095456.000000 Penalty: 4601.423828
	Iteration 0F: 3 clusters Score -1095456 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1097851.625000 Penalty: 4601.423828
	Iteration 1F: 3 clusters Score -1097852 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1098143.000000 Penalty: 4601.423828
	Iteration 2F: 3 clusters Score -1098143 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1098377.000000 Penalty: 4601.423828
	Iteration 3Q: 3 clusters Score -1098377 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1098558.125000 Penalty: 4601.423828
	Iteration 4Q: 3 clusters Score -1098558 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1098724.875000 Penalty: 4601.423828
	Iteration 5Q: 3 clusters Score -1098725 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1098854.500000 Penalty: 4601.423828
	Iteration 6Q: 3 clusters Score -1098854 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1098955.000000 Penalty: 4601.423828
	Iteration 7Q: 3 clusters Score -1098955 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1099052.500000 Penalty: 4601.423828
	Iteration 8Q: 3 clusters Score -1099052 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1099138.375000 Penalty: 4601.423828
	Iteration 9Q: 3 clusters Score -1099138 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1099220.750000 Penalty: 4601.423828
	Iteration 10Q: 3 clusters Score -1099221 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1099297.500000 Penalty: 4601.423828
	Iteration 11Q: 3 clusters Score -1099298 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1099367.750000 Penalty: 4601.423828
	Iteration 12Q: 3 clusters Score -1099368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1099434.875000 Penalty: 4601.423828
	Iteration 13Q: 3 clusters Score -1099435 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1099501.750000 Penalty: 4601.423828
	Iteration 14Q: 3 clusters Score -1099502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1099576.375000 Penalty: 4601.423828
	Iteration 15Q: 3 clusters Score -1099576 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1099662.375000 Penalty: 4601.423828
	Iteration 16Q: 3 clusters Score -1099662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1099751.875000 Penalty: 4601.423828
	Iteration 17Q: 3 clusters Score -1099752 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1099844.500000 Penalty: 4601.423828
	Iteration 18Q: 3 clusters Score -1099844 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1099944.750000 Penalty: 4601.423828
	Iteration 19Q: 3 clusters Score -1099945 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1100030.125000 Penalty: 4601.423828
	Iteration 20F: 3 clusters Score -1100030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1100124.000000 Penalty: 4601.423828
	Iteration 21Q: 3 clusters Score -1100124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1100222.000000 Penalty: 4601.423828
	Iteration 22Q: 3 clusters Score -1100222 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1100301.500000 Penalty: 4601.423828
	Iteration 23Q: 3 clusters Score -1100302 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1100387.125000 Penalty: 4601.423828
	Iteration 24Q: 3 clusters Score -1100387 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1100471.000000 Penalty: 4601.423828
	Iteration 25Q: 3 clusters Score -1100471 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1100562.875000 Penalty: 4601.423828
	Iteration 26Q: 3 clusters Score -1100563 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1100642.375000 Penalty: 4601.423828
	Iteration 27Q: 3 clusters Score -1100642 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1100733.250000 Penalty: 4601.423828
	Iteration 28Q: 3 clusters Score -1100733 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1100814.875000 Penalty: 4601.423828
	Iteration 29Q: 3 clusters Score -1100815 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1100893.000000 Penalty: 4601.423828
	Iteration 30Q: 3 clusters Score -1100893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1100965.125000 Penalty: 4601.423828
	Iteration 31Q: 3 clusters Score -1100965 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1101048.375000 Penalty: 4601.423828
	Iteration 32Q: 3 clusters Score -1101048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1101124.750000 Penalty: 4601.423828
	Iteration 33Q: 3 clusters Score -1101125 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1101198.875000 Penalty: 4601.423828
	Iteration 34Q: 3 clusters Score -1101199 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1101251.875000 Penalty: 4601.423828
	Iteration 35Q: 3 clusters Score -1101252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1101306.250000 Penalty: 4601.423828
	Iteration 36Q: 3 clusters Score -1101306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1101376.000000 Penalty: 4601.423828
	Iteration 37Q: 3 clusters Score -1101376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1101432.250000 Penalty: 4601.423828
	Iteration 38Q: 3 clusters Score -1101432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1101469.375000 Penalty: 4601.423828
	Iteration 39Q: 3 clusters Score -1101469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1101500.625000 Penalty: 4601.423828
	Iteration 40F: 3 clusters Score -1101501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1101528.250000 Penalty: 4601.423828
	Iteration 41Q: 3 clusters Score -1101528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1101539.125000 Penalty: 4601.423828
	Iteration 42Q: 3 clusters Score -1101539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1101551.250000 Penalty: 4601.423828
	Iteration 43Q: 3 clusters Score -1101551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1101557.375000 Penalty: 4601.423828
	Iteration 44Q: 3 clusters Score -1101557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1101562.125000 Penalty: 4601.423828
	Iteration 45Q: 3 clusters Score -1101562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1101562.875000 Penalty: 4601.423828
	Iteration 46Q: 3 clusters Score -1101563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1101567.250000 Penalty: 4601.423828
	Iteration 47Q: 3 clusters Score -1101567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1101571.250000 Penalty: 4601.423828
	Iteration 48Q: 3 clusters Score -1101571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1101573.250000 Penalty: 4601.423828
	Iteration 49Q: 3 clusters Score -1101573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1101573.250000 Penalty: 4601.423828
	Iteration 50Q: 3 clusters Score -1101573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1101574.875000 Penalty: 4601.423828
	Iteration 51Q: 3 clusters Score -1101575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1101575.000000 Penalty: 4601.423828
	Iteration 52Q: 3 clusters Score -1101575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1101574.000000 Penalty: 4601.423828
	Iteration 53Q: 3 clusters Score -1101574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1101574.000000 Penalty: 4601.423828
	Iteration 54F: 3 clusters Score -1101574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -264597.281250 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -264597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -261329.890625 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -261329.9 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -262007.359375 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -262007.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -262175.562500 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -262175.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -262277.781250 Penalty: 3973.138428
	Iteration 3Q: 3 clusters Score -262277.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -262340.843750 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -262340.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -262396.281250 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -262396.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -262443.250000 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -262443.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -262470.375000 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -262470.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -262493.312500 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -262493.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -262513.093750 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -262513.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -262532.281250 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -262532.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -262551.125000 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -262551.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -262564.656250 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -262564.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -262571.250000 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -262571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -262576.593750 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -262576.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -262585.562500 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -262585.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -262594.031250 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -262594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -262601.312500 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -262601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -262610.281250 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -262610.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -262619.625000 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -262619.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -262627.312500 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -262627.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -262637.843750 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -262637.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -262653.812500 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -262653.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -262666.250000 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -262666.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -262679.250000 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -262679.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -262687.031250 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -262687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -262702.406250 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -262702.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -262711.781250 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -262711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -262720.593750 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -262720.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -262733.531250 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -262733.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -262746.062500 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -262746.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -262753.750000 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -262753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -262757.843750 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -262757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -262761.343750 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -262761.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -262766.156250 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -262766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -262769.656250 Penalty: 3973.138428
	Iteration 35Q: 3 clusters Score -262769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -262774.125000 Penalty: 3973.138428
	Iteration 36Q: 3 clusters Score -262774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -262777.156250 Penalty: 3973.138428
	Iteration 37Q: 3 clusters Score -262777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -262780.750000 Penalty: 3973.138428
	Iteration 38Q: 3 clusters Score -262780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -262783.718750 Penalty: 3973.138428
	Iteration 39Q: 3 clusters Score -262783.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -262787.437500 Penalty: 3973.138428
	Iteration 40F: 3 clusters Score -262787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -262789.093750 Penalty: 3973.138428
	Iteration 41Q: 3 clusters Score -262789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -262790.250000 Penalty: 3973.138428
	Iteration 42Q: 3 clusters Score -262790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -262792.750000 Penalty: 3973.138428
	Iteration 43Q: 3 clusters Score -262792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -262795.437500 Penalty: 3973.138428
	Iteration 44Q: 3 clusters Score -262795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -262800.468750 Penalty: 3973.138428
	Iteration 45Q: 3 clusters Score -262800.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -262806.531250 Penalty: 3973.138428
	Iteration 46Q: 3 clusters Score -262806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -262811.281250 Penalty: 3973.138428
	Iteration 47Q: 3 clusters Score -262811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -262817.281250 Penalty: 3973.138428
	Iteration 48Q: 3 clusters Score -262817.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -262824.500000 Penalty: 3973.138428
	Iteration 49Q: 3 clusters Score -262824.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -262831.093750 Penalty: 3973.138428
	Iteration 50Q: 3 clusters Score -262831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -262836.187500 Penalty: 3973.138428
	Iteration 51Q: 3 clusters Score -262836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -262839.125000 Penalty: 3973.138428
	Iteration 52Q: 3 clusters Score -262839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -262842.656250 Penalty: 3973.138428
	Iteration 53Q: 3 clusters Score -262842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -262844.812500 Penalty: 3973.138428
	Iteration 54Q: 3 clusters Score -262844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -262847.343750 Penalty: 3973.138428
	Iteration 55Q: 3 clusters Score -262847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -262848.812500 Penalty: 3973.138428
	Iteration 56Q: 3 clusters Score -262848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -262851.031250 Penalty: 3973.138428
	Iteration 57Q: 3 clusters Score -262851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -262853.531250 Penalty: 3973.138428
	Iteration 58Q: 3 clusters Score -262853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -262856.031250 Penalty: 3973.138428
	Iteration 59Q: 3 clusters Score -262856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -262858.375000 Penalty: 3973.138428
	Iteration 60F: 3 clusters Score -262858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -262861.656250 Penalty: 3973.138428
	Iteration 61Q: 3 clusters Score -262861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -262865.750000 Penalty: 3973.138428
	Iteration 62Q: 3 clusters Score -262865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -262868.375000 Penalty: 3973.138428
	Iteration 63Q: 3 clusters Score -262868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -262870.000000 Penalty: 3973.138428
	Iteration 64Q: 3 clusters Score -262870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -262870.031250 Penalty: 3973.138428
	Iteration 65Q: 3 clusters Score -262870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -262871.312500 Penalty: 3973.138428
	Iteration 66Q: 3 clusters Score -262871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -262871.750000 Penalty: 3973.138428
	Iteration 67Q: 3 clusters Score -262871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -262872.750000 Penalty: 3973.138428
	Iteration 68Q: 3 clusters Score -262872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -262874.062500 Penalty: 3973.138428
	Iteration 69Q: 3 clusters Score -262874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -262874.656250 Penalty: 3973.138428
	Iteration 70Q: 3 clusters Score -262874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -262875.593750 Penalty: 3973.138428
	Iteration 71Q: 3 clusters Score -262875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -262875.781250 Penalty: 3973.138428
	Iteration 72Q: 3 clusters Score -262875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -262877.062500 Penalty: 3973.138428
	Iteration 73Q: 3 clusters Score -262877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -262878.562500 Penalty: 3973.138428
	Iteration 74Q: 3 clusters Score -262878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -262881.031250 Penalty: 3973.138428
	Iteration 75Q: 3 clusters Score -262881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -262885.250000 Penalty: 3973.138428
	Iteration 76Q: 3 clusters Score -262885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -262889.656250 Penalty: 3973.138428
	Iteration 77Q: 3 clusters Score -262889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -262894.750000 Penalty: 3973.138428
	Iteration 78Q: 3 clusters Score -262894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -262901.781250 Penalty: 3973.138428
	Iteration 79Q: 3 clusters Score -262901.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -262908.281250 Penalty: 3973.138428
	Iteration 80F: 3 clusters Score -262908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -262914.156250 Penalty: 3973.138428
	Iteration 81Q: 3 clusters Score -262914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -262921.437500 Penalty: 3973.138428
	Iteration 82Q: 3 clusters Score -262921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -262927.968750 Penalty: 3973.138428
	Iteration 83Q: 3 clusters Score -262928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -262932.625000 Penalty: 3973.138428
	Iteration 84Q: 3 clusters Score -262932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -262937.500000 Penalty: 3973.138428
	Iteration 85Q: 3 clusters Score -262937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -262941.125000 Penalty: 3973.138428
	Iteration 86Q: 3 clusters Score -262941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -262944.718750 Penalty: 3973.138428
	Iteration 87Q: 3 clusters Score -262944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -262947.843750 Penalty: 3973.138428
	Iteration 88Q: 3 clusters Score -262947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -262949.343750 Penalty: 3973.138428
	Iteration 89Q: 3 clusters Score -262949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -262950.812500 Penalty: 3973.138428
	Iteration 90Q: 3 clusters Score -262950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -262950.812500 Penalty: 3973.138428
	Iteration 91F: 3 clusters Score -262950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (331881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331881 members 
Entering Unmasked Estep 
Score: -35322332.000000 Penalty: 3152.708008
	Iteration 0F: 2 clusters Score -3.532233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 166190 members 
Entering Unmasked Estep 
Score: -35105752.000000 Penalty: 6305.416016
	Iteration 0F: 3 clusters Score -3.510575e+07 nChanged 160938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -35201616.000000 Penalty: 6305.416016
	Iteration 1F: 3 clusters Score -3.520162e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 175494 members 
Entering Unmasked Estep 
Score: -35203540.000000 Penalty: 6305.416016
	Iteration 2Q: 3 clusters Score -3.520354e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 180979 members 
Entering Unmasked Estep 
Score: -35205856.000000 Penalty: 6305.416016
	Iteration 3Q: 3 clusters Score -3.520586e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142528 members 
Mstep: Class 2 contains 189353 members 
Entering Unmasked Estep 
Score: -35209452.000000 Penalty: 6305.416016
	Iteration 4Q: 3 clusters Score -3.520945e+07 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130014 members 
Mstep: Class 2 contains 201867 members 
Entering Unmasked Estep 
Score: -35216084.000000 Penalty: 6305.416016
	Iteration 5Q: 3 clusters Score -3.521608e+07 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 219422 members 
Entering Unmasked Estep 
Score: -35227760.000000 Penalty: 6305.416016
	Iteration 6F: 3 clusters Score -3.522776e+07 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 241155 members 
Entering Unmasked Estep 
Score: -35245244.000000 Penalty: 6305.416016
	Iteration 7F: 3 clusters Score -3.524524e+07 nChanged 23662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 263725 members 
Entering Unmasked Estep 
Score: -35265304.000000 Penalty: 6305.416016
	Iteration 8F: 3 clusters Score -3.52653e+07 nChanged 19685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 282140 members 
Entering Unmasked Estep 
Score: -35282880.000000 Penalty: 6305.416016
	Iteration 9F: 3 clusters Score -3.528288e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 294870 members 
Entering Unmasked Estep 
Score: -35294832.000000 Penalty: 6305.416016
	Iteration 10Q: 3 clusters Score -3.529483e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 303263 members 
Entering Unmasked Estep 
Score: -35302596.000000 Penalty: 6305.416016
	Iteration 11Q: 3 clusters Score -3.53026e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 309002 members 
Entering Unmasked Estep 
Score: -35307748.000000 Penalty: 6305.416016
	Iteration 12Q: 3 clusters Score -3.530775e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 313349 members 
Entering Unmasked Estep 
Score: -35311140.000000 Penalty: 6305.416016
	Iteration 13Q: 3 clusters Score -3.531114e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 316778 members 
Entering Unmasked Estep 
Score: -35313632.000000 Penalty: 6305.416016
	Iteration 14Q: 3 clusters Score -3.531363e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 319510 members 
Entering Unmasked Estep 
Score: -35315320.000000 Penalty: 6305.416016
	Iteration 15Q: 3 clusters Score -3.531532e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 321758 members 
Entering Unmasked Estep 
Score: -35316632.000000 Penalty: 6305.416016
	Iteration 16Q: 3 clusters Score -3.531663e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 323607 members 
Entering Unmasked Estep 
Score: -35317624.000000 Penalty: 6305.416016
	Iteration 17Q: 3 clusters Score -3.531762e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 325113 members 
Entering Unmasked Estep 
Score: -35318380.000000 Penalty: 6305.416016
	Iteration 18Q: 3 clusters Score -3.531838e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 326217 members 
Entering Unmasked Estep 
Score: -35318872.000000 Penalty: 6305.416016
	Iteration 19Q: 3 clusters Score -3.531887e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 327083 members 
Entering Unmasked Estep 
Score: -35319080.000000 Penalty: 6305.416016
	Iteration 20F: 3 clusters Score -3.531908e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 327749 members 
Entering Unmasked Estep 
Score: -35319300.000000 Penalty: 6305.416016
	Iteration 21Q: 3 clusters Score -3.53193e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 328280 members 
Entering Unmasked Estep 
Score: -35319520.000000 Penalty: 6305.416016
	Iteration 22Q: 3 clusters Score -3.531952e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 328658 members 
Entering Unmasked Estep 
Score: -35319596.000000 Penalty: 6305.416016
	Iteration 23Q: 3 clusters Score -3.53196e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 328978 members 
Entering Unmasked Estep 
Score: -35319732.000000 Penalty: 6305.416016
	Iteration 24Q: 3 clusters Score -3.531973e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 329221 members 
Entering Unmasked Estep 
Score: -35319772.000000 Penalty: 6305.416016
	Iteration 25Q: 3 clusters Score -3.531977e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 329413 members 
Entering Unmasked Estep 
Score: -35319848.000000 Penalty: 6305.416016
	Iteration 26Q: 3 clusters Score -3.531985e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 329552 members 
Entering Unmasked Estep 
Score: -35319852.000000 Penalty: 6305.416016
	Iteration 27Q: 3 clusters Score -3.531985e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 329677 members 
Entering Unmasked Estep 
Score: -35319876.000000 Penalty: 6305.416016
	Iteration 28Q: 3 clusters Score -3.531988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 329791 members 
Entering Unmasked Estep 
Score: -35319800.000000 Penalty: 6305.416016
	Iteration 29Q: 3 clusters Score -3.53198e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 329888 members 
Entering Unmasked Estep 
Score: -35319816.000000 Penalty: 6305.416016
	Iteration 30Q: 3 clusters Score -3.531982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 329967 members 
Entering Unmasked Estep 
Score: -35319780.000000 Penalty: 6305.416016
	Iteration 31Q: 3 clusters Score -3.531978e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 330012 members 
Entering Unmasked Estep 
Score: -35319772.000000 Penalty: 6305.416016
	Iteration 32Q: 3 clusters Score -3.531977e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 330063 members 
Entering Unmasked Estep 
Score: -35319772.000000 Penalty: 6305.416016
	Iteration 33Q: 3 clusters Score -3.531977e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 330113 members 
Entering Unmasked Estep 
Score: -35319812.000000 Penalty: 6305.416016
	Iteration 34Q: 3 clusters Score -3.531981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 330161 members 
Entering Unmasked Estep 
Score: -35319796.000000 Penalty: 6305.416016
	Iteration 35Q: 3 clusters Score -3.53198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 330200 members 
Entering Unmasked Estep 
Score: -35319808.000000 Penalty: 6305.416016
	Iteration 36Q: 3 clusters Score -3.531981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 330229 members 
Entering Unmasked Estep 
Score: -35319812.000000 Penalty: 6305.416016
	Iteration 37Q: 3 clusters Score -3.531981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 330260 members 
Entering Unmasked Estep 
Score: -35319812.000000 Penalty: 6305.416016
	Iteration 38Q: 3 clusters Score -3.531981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 330289 members 
Entering Unmasked Estep 
Score: -35319892.000000 Penalty: 6305.416016
	Iteration 39Q: 3 clusters Score -3.531989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 330307 members 
Entering Unmasked Estep 
Score: -35319872.000000 Penalty: 6305.416016
	Iteration 40F: 3 clusters Score -3.531987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 330320 members 
Entering Unmasked Estep 
Score: -35319872.000000 Penalty: 6305.416016
	Iteration 41Q: 3 clusters Score -3.531987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 330337 members 
Entering Unmasked Estep 
Score: -35319872.000000 Penalty: 6305.416016
	Iteration 42Q: 3 clusters Score -3.531987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 330350 members 
Entering Unmasked Estep 
Score: -35319892.000000 Penalty: 6305.416016
	Iteration 43Q: 3 clusters Score -3.531989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 330359 members 
Entering Unmasked Estep 
Score: -35319860.000000 Penalty: 6305.416016
	Iteration 44Q: 3 clusters Score -3.531986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 330367 members 
Entering Unmasked Estep 
Score: -35319848.000000 Penalty: 6305.416016
	Iteration 45Q: 3 clusters Score -3.531985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 330375 members 
Entering Unmasked Estep 
Score: -35319856.000000 Penalty: 6305.416016
	Iteration 46Q: 3 clusters Score -3.531986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 330385 members 
Entering Unmasked Estep 
Score: -35319856.000000 Penalty: 6305.416016
	Iteration 47Q: 3 clusters Score -3.531986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 330386 members 
Entering Unmasked Estep 
Score: -35319856.000000 Penalty: 6305.416016
	Iteration 48Q: 3 clusters Score -3.531986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 330391 members 
Entering Unmasked Estep 
Score: -35319868.000000 Penalty: 6305.416016
	Iteration 49Q: 3 clusters Score -3.531987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 330393 members 
Entering Unmasked Estep 
Score: -35319868.000000 Penalty: 6305.416016
	Iteration 50Q: 3 clusters Score -3.531987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 330393 members 
Entering Unmasked Estep 
Score: -35319868.000000 Penalty: 6305.416016
	Iteration 51Q: 3 clusters Score -3.531987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 330392 members 
Entering Unmasked Estep 
Score: -35319860.000000 Penalty: 6305.416016
	Iteration 52Q: 3 clusters Score -3.531986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 330392 members 
Entering Unmasked Estep 
Score: -35319860.000000 Penalty: 6305.416016
	Iteration 53F: 3 clusters Score -3.531986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -32933.492188 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -32933.49 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 164 members 
Entering Unmasked Estep 
Score: -31592.511719 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -31592.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31701.412109 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -31701.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31762.156250 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -31762.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31778.962891 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -31778.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31797.744141 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -31797.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31806.328125 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -31806.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31817.863281 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -31817.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31822.345703 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -31822.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31824.966797 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -31824.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31824.966797 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -31824.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (309557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309557 members 
Entering Unmasked Estep 
Score: -32840360.000000 Penalty: 3135.438721
	Iteration 0F: 2 clusters Score -3.284036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -32634674.000000 Penalty: 6270.877441
	Iteration 0F: 3 clusters Score -3.263467e+07 nChanged 150393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 158486 members 
Entering Unmasked Estep 
Score: -32724222.000000 Penalty: 6270.877441
	Iteration 1F: 3 clusters Score -3.272422e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 160522 members 
Entering Unmasked Estep 
Score: -32725908.000000 Penalty: 6270.877441
	Iteration 2Q: 3 clusters Score -3.272591e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146157 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -32728200.000000 Penalty: 6270.877441
	Iteration 3Q: 3 clusters Score -3.27282e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142170 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -32731746.000000 Penalty: 6270.877441
	Iteration 4Q: 3 clusters Score -3.273175e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -32737632.000000 Penalty: 6270.877441
	Iteration 5Q: 3 clusters Score -3.273763e+07 nChanged 15284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 180364 members 
Entering Unmasked Estep 
Score: -32747214.000000 Penalty: 6270.877441
	Iteration 6Q: 3 clusters Score -3.274721e+07 nChanged 18524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Mstep: Class 2 contains 188432 members 
Entering Unmasked Estep 
Score: -32762456.000000 Penalty: 6270.877441
	Iteration 7F: 3 clusters Score -3.276246e+07 nChanged 21273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 194623 members 
Entering Unmasked Estep 
Score: -32782160.000000 Penalty: 6270.877441
	Iteration 8F: 3 clusters Score -3.278216e+07 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 197391 members 
Entering Unmasked Estep 
Score: -32797322.000000 Penalty: 6270.877441
	Iteration 9F: 3 clusters Score -3.279732e+07 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 198504 members 
Entering Unmasked Estep 
Score: -32802804.000000 Penalty: 6270.877441
	Iteration 10Q: 3 clusters Score -3.28028e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 199495 members 
Entering Unmasked Estep 
Score: -32804800.000000 Penalty: 6270.877441
	Iteration 11Q: 3 clusters Score -3.28048e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -32806248.000000 Penalty: 6270.877441
	Iteration 12Q: 3 clusters Score -3.280625e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 200201 members 
Entering Unmasked Estep 
Score: -32807306.000000 Penalty: 6270.877441
	Iteration 13Q: 3 clusters Score -3.280731e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 200159 members 
Entering Unmasked Estep 
Score: -32808316.000000 Penalty: 6270.877441
	Iteration 14Q: 3 clusters Score -3.280832e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109766 members 
Mstep: Class 2 contains 199791 members 
Entering Unmasked Estep 
Score: -32809048.000000 Penalty: 6270.877441
	Iteration 15Q: 3 clusters Score -3.280905e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 199079 members 
Entering Unmasked Estep 
Score: -32810132.000000 Penalty: 6270.877441
	Iteration 16Q: 3 clusters Score -3.281013e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 198129 members 
Entering Unmasked Estep 
Score: -32810974.000000 Penalty: 6270.877441
	Iteration 17Q: 3 clusters Score -3.281097e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -32812218.000000 Penalty: 6270.877441
	Iteration 18Q: 3 clusters Score -3.281222e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 195308 members 
Entering Unmasked Estep 
Score: -32813366.000000 Penalty: 6270.877441
	Iteration 19Q: 3 clusters Score -3.281337e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 193325 members 
Entering Unmasked Estep 
Score: -32814694.000000 Penalty: 6270.877441
	Iteration 20F: 3 clusters Score -3.281469e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 190984 members 
Entering Unmasked Estep 
Score: -32816162.000000 Penalty: 6270.877441
	Iteration 21Q: 3 clusters Score -3.281616e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -32817676.000000 Penalty: 6270.877441
	Iteration 22Q: 3 clusters Score -3.281768e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123874 members 
Mstep: Class 2 contains 185683 members 
Entering Unmasked Estep 
Score: -32819166.000000 Penalty: 6270.877441
	Iteration 23Q: 3 clusters Score -3.281917e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 182979 members 
Entering Unmasked Estep 
Score: -32820362.000000 Penalty: 6270.877441
	Iteration 24Q: 3 clusters Score -3.282036e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 180475 members 
Entering Unmasked Estep 
Score: -32821352.000000 Penalty: 6270.877441
	Iteration 25Q: 3 clusters Score -3.282135e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131396 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -32821974.000000 Penalty: 6270.877441
	Iteration 26Q: 3 clusters Score -3.282197e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 175933 members 
Entering Unmasked Estep 
Score: -32822512.000000 Penalty: 6270.877441
	Iteration 27Q: 3 clusters Score -3.282251e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135720 members 
Mstep: Class 2 contains 173837 members 
Entering Unmasked Estep 
Score: -32823114.000000 Penalty: 6270.877441
	Iteration 28Q: 3 clusters Score -3.282311e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137779 members 
Mstep: Class 2 contains 171778 members 
Entering Unmasked Estep 
Score: -32823640.000000 Penalty: 6270.877441
	Iteration 29Q: 3 clusters Score -3.282364e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139884 members 
Mstep: Class 2 contains 169673 members 
Entering Unmasked Estep 
Score: -32824012.000000 Penalty: 6270.877441
	Iteration 30Q: 3 clusters Score -3.282401e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142047 members 
Mstep: Class 2 contains 167510 members 
Entering Unmasked Estep 
Score: -32824418.000000 Penalty: 6270.877441
	Iteration 31Q: 3 clusters Score -3.282442e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 2 contains 165323 members 
Entering Unmasked Estep 
Score: -32824772.000000 Penalty: 6270.877441
	Iteration 32Q: 3 clusters Score -3.282477e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146460 members 
Mstep: Class 2 contains 163097 members 
Entering Unmasked Estep 
Score: -32824992.000000 Penalty: 6270.877441
	Iteration 33Q: 3 clusters Score -3.282499e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -32825380.000000 Penalty: 6270.877441
	Iteration 34Q: 3 clusters Score -3.282538e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150833 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -32825736.000000 Penalty: 6270.877441
	Iteration 35Q: 3 clusters Score -3.282574e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 156533 members 
Entering Unmasked Estep 
Score: -32826008.000000 Penalty: 6270.877441
	Iteration 36Q: 3 clusters Score -3.282601e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -32826160.000000 Penalty: 6270.877441
	Iteration 37Q: 3 clusters Score -3.282616e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -32826332.000000 Penalty: 6270.877441
	Iteration 38Q: 3 clusters Score -3.282633e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -32826600.000000 Penalty: 6270.877441
	Iteration 39Q: 3 clusters Score -3.28266e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 148185 members 
Entering Unmasked Estep 
Score: -32826990.000000 Penalty: 6270.877441
	Iteration 40F: 3 clusters Score -3.282699e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
Score: -32827098.000000 Penalty: 6270.877441
	Iteration 41Q: 3 clusters Score -3.28271e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -32827410.000000 Penalty: 6270.877441
	Iteration 42Q: 3 clusters Score -3.282741e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -32827778.000000 Penalty: 6270.877441
	Iteration 43Q: 3 clusters Score -3.282778e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Mstep: Class 2 contains 140441 members 
Entering Unmasked Estep 
Score: -32828054.000000 Penalty: 6270.877441
	Iteration 44Q: 3 clusters Score -3.282805e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170954 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -32828180.000000 Penalty: 6270.877441
	Iteration 45Q: 3 clusters Score -3.282818e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172819 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -32828414.000000 Penalty: 6270.877441
	Iteration 46Q: 3 clusters Score -3.282841e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174636 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -32828718.000000 Penalty: 6270.877441
	Iteration 47Q: 3 clusters Score -3.282872e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176474 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -32828974.000000 Penalty: 6270.877441
	Iteration 48Q: 3 clusters Score -3.282897e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -32829156.000000 Penalty: 6270.877441
	Iteration 49Q: 3 clusters Score -3.282916e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180270 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -32829490.000000 Penalty: 6270.877441
	Iteration 50Q: 3 clusters Score -3.282949e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -32829706.000000 Penalty: 6270.877441
	Iteration 51Q: 3 clusters Score -3.282971e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183924 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -32829890.000000 Penalty: 6270.877441
	Iteration 52Q: 3 clusters Score -3.282989e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185704 members 
Mstep: Class 2 contains 123853 members 
Entering Unmasked Estep 
Score: -32830172.000000 Penalty: 6270.877441
	Iteration 53Q: 3 clusters Score -3.283017e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187489 members 
Mstep: Class 2 contains 122068 members 
Entering Unmasked Estep 
Score: -32830510.000000 Penalty: 6270.877441
	Iteration 54Q: 3 clusters Score -3.283051e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189297 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -32830612.000000 Penalty: 6270.877441
	Iteration 55Q: 3 clusters Score -3.283061e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191042 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -32830708.000000 Penalty: 6270.877441
	Iteration 56Q: 3 clusters Score -3.283071e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192734 members 
Mstep: Class 2 contains 116823 members 
Entering Unmasked Estep 
Score: -32830852.000000 Penalty: 6270.877441
	Iteration 57Q: 3 clusters Score -3.283085e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194438 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -32830996.000000 Penalty: 6270.877441
	Iteration 58Q: 3 clusters Score -3.2831e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196084 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -32831064.000000 Penalty: 6270.877441
	Iteration 59Q: 3 clusters Score -3.283106e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197702 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -32831066.000000 Penalty: 6270.877441
	Iteration 60F: 3 clusters Score -3.283107e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199307 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -32831214.000000 Penalty: 6270.877441
	Iteration 61Q: 3 clusters Score -3.283121e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200906 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -32831350.000000 Penalty: 6270.877441
	Iteration 62Q: 3 clusters Score -3.283135e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202500 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -32831468.000000 Penalty: 6270.877441
	Iteration 63Q: 3 clusters Score -3.283147e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204016 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -32831552.000000 Penalty: 6270.877441
	Iteration 64Q: 3 clusters Score -3.283155e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205534 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -32831740.000000 Penalty: 6270.877441
	Iteration 65Q: 3 clusters Score -3.283174e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207050 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -32831866.000000 Penalty: 6270.877441
	Iteration 66Q: 3 clusters Score -3.283187e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208608 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -32832128.000000 Penalty: 6270.877441
	Iteration 67Q: 3 clusters Score -3.283213e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210153 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -32832336.000000 Penalty: 6270.877441
	Iteration 68Q: 3 clusters Score -3.283234e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -32832462.000000 Penalty: 6270.877441
	Iteration 69Q: 3 clusters Score -3.283246e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213047 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -32832642.000000 Penalty: 6270.877441
	Iteration 70Q: 3 clusters Score -3.283264e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214459 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -32832792.000000 Penalty: 6270.877441
	Iteration 71Q: 3 clusters Score -3.283279e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215843 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -32832958.000000 Penalty: 6270.877441
	Iteration 72Q: 3 clusters Score -3.283296e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217160 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -32832980.000000 Penalty: 6270.877441
	Iteration 73Q: 3 clusters Score -3.283298e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218378 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -32833096.000000 Penalty: 6270.877441
	Iteration 74Q: 3 clusters Score -3.28331e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219606 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -32833154.000000 Penalty: 6270.877441
	Iteration 75Q: 3 clusters Score -3.283315e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220873 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -32833324.000000 Penalty: 6270.877441
	Iteration 76Q: 3 clusters Score -3.283332e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222111 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -32833360.000000 Penalty: 6270.877441
	Iteration 77Q: 3 clusters Score -3.283336e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223339 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -32833398.000000 Penalty: 6270.877441
	Iteration 78Q: 3 clusters Score -3.28334e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224493 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -32833564.000000 Penalty: 6270.877441
	Iteration 79Q: 3 clusters Score -3.283356e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225639 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -32833724.000000 Penalty: 6270.877441
	Iteration 80F: 3 clusters Score -3.283372e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226768 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -32833832.000000 Penalty: 6270.877441
	Iteration 81Q: 3 clusters Score -3.283383e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227849 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -32833932.000000 Penalty: 6270.877441
	Iteration 82Q: 3 clusters Score -3.283393e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228908 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -32834046.000000 Penalty: 6270.877441
	Iteration 83Q: 3 clusters Score -3.283405e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229900 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -32834124.000000 Penalty: 6270.877441
	Iteration 84Q: 3 clusters Score -3.283412e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230888 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -32834236.000000 Penalty: 6270.877441
	Iteration 85Q: 3 clusters Score -3.283424e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231849 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -32834382.000000 Penalty: 6270.877441
	Iteration 86Q: 3 clusters Score -3.283438e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232753 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -32834456.000000 Penalty: 6270.877441
	Iteration 87Q: 3 clusters Score -3.283446e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233644 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -32834548.000000 Penalty: 6270.877441
	Iteration 88Q: 3 clusters Score -3.283455e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234522 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -32834742.000000 Penalty: 6270.877441
	Iteration 89Q: 3 clusters Score -3.283474e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235408 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -32834908.000000 Penalty: 6270.877441
	Iteration 90Q: 3 clusters Score -3.283491e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236315 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -32834894.000000 Penalty: 6270.877441
	Iteration 91Q: 3 clusters Score -3.283489e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237210 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -32834918.000000 Penalty: 6270.877441
	Iteration 92Q: 3 clusters Score -3.283492e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238054 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -32834958.000000 Penalty: 6270.877441
	Iteration 93Q: 3 clusters Score -3.283496e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238886 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -32834882.000000 Penalty: 6270.877441
	Iteration 94Q: 3 clusters Score -3.283488e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239671 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -32834978.000000 Penalty: 6270.877441
	Iteration 95Q: 3 clusters Score -3.283498e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240447 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -32835042.000000 Penalty: 6270.877441
	Iteration 96Q: 3 clusters Score -3.283504e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241210 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -32835056.000000 Penalty: 6270.877441
	Iteration 97Q: 3 clusters Score -3.283506e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241929 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -32835148.000000 Penalty: 6270.877441
	Iteration 98Q: 3 clusters Score -3.283515e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242615 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -32835030.000000 Penalty: 6270.877441
	Iteration 99Q: 3 clusters Score -3.283503e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243254 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -32835104.000000 Penalty: 6270.877441
	Iteration 100F: 3 clusters Score -3.28351e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243924 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -32835218.000000 Penalty: 6270.877441
	Iteration 101Q: 3 clusters Score -3.283522e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244557 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -32835316.000000 Penalty: 6270.877441
	Iteration 102Q: 3 clusters Score -3.283532e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -32835308.000000 Penalty: 6270.877441
	Iteration 103Q: 3 clusters Score -3.283531e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245750 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -32835372.000000 Penalty: 6270.877441
	Iteration 104Q: 3 clusters Score -3.283537e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246352 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -32835350.000000 Penalty: 6270.877441
	Iteration 105Q: 3 clusters Score -3.283535e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246983 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -32835430.000000 Penalty: 6270.877441
	Iteration 106Q: 3 clusters Score -3.283543e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247596 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -32835464.000000 Penalty: 6270.877441
	Iteration 107Q: 3 clusters Score -3.283546e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248142 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -32835450.000000 Penalty: 6270.877441
	Iteration 108Q: 3 clusters Score -3.283545e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248690 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -32835464.000000 Penalty: 6270.877441
	Iteration 109Q: 3 clusters Score -3.283546e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249210 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -32835488.000000 Penalty: 6270.877441
	Iteration 110Q: 3 clusters Score -3.283549e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249705 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -32835450.000000 Penalty: 6270.877441
	Iteration 111Q: 3 clusters Score -3.283545e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250207 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -32835510.000000 Penalty: 6270.877441
	Iteration 112Q: 3 clusters Score -3.283551e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250672 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -32835546.000000 Penalty: 6270.877441
	Iteration 113Q: 3 clusters Score -3.283555e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251177 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -32835592.000000 Penalty: 6270.877441
	Iteration 114Q: 3 clusters Score -3.283559e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251680 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -32835572.000000 Penalty: 6270.877441
	Iteration 115Q: 3 clusters Score -3.283557e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252176 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -32835636.000000 Penalty: 6270.877441
	Iteration 116Q: 3 clusters Score -3.283564e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252660 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -32835662.000000 Penalty: 6270.877441
	Iteration 117Q: 3 clusters Score -3.283566e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253141 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -32835740.000000 Penalty: 6270.877441
	Iteration 118Q: 3 clusters Score -3.283574e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253638 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -32835722.000000 Penalty: 6270.877441
	Iteration 119Q: 3 clusters Score -3.283572e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254129 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -32835716.000000 Penalty: 6270.877441
	Iteration 120F: 3 clusters Score -3.283572e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254611 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -32835720.000000 Penalty: 6270.877441
	Iteration 121Q: 3 clusters Score -3.283572e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255065 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -32835748.000000 Penalty: 6270.877441
	Iteration 122Q: 3 clusters Score -3.283575e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255511 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -32835784.000000 Penalty: 6270.877441
	Iteration 123Q: 3 clusters Score -3.283578e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255939 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -32835730.000000 Penalty: 6270.877441
	Iteration 124Q: 3 clusters Score -3.283573e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256338 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -32835678.000000 Penalty: 6270.877441
	Iteration 125Q: 3 clusters Score -3.283568e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256745 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -32835674.000000 Penalty: 6270.877441
	Iteration 126Q: 3 clusters Score -3.283567e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257159 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -32835720.000000 Penalty: 6270.877441
	Iteration 127Q: 3 clusters Score -3.283572e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257546 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -32835776.000000 Penalty: 6270.877441
	Iteration 128Q: 3 clusters Score -3.283578e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257904 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -32835760.000000 Penalty: 6270.877441
	Iteration 129Q: 3 clusters Score -3.283576e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258254 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -32835778.000000 Penalty: 6270.877441
	Iteration 130Q: 3 clusters Score -3.283578e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258584 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -32835774.000000 Penalty: 6270.877441
	Iteration 131Q: 3 clusters Score -3.283577e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258923 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -32835852.000000 Penalty: 6270.877441
	Iteration 132Q: 3 clusters Score -3.283585e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259283 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -32835884.000000 Penalty: 6270.877441
	Iteration 133Q: 3 clusters Score -3.283588e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259655 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -32835852.000000 Penalty: 6270.877441
	Iteration 134Q: 3 clusters Score -3.283585e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260030 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -32835820.000000 Penalty: 6270.877441
	Iteration 135Q: 3 clusters Score -3.283582e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260442 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -32835886.000000 Penalty: 6270.877441
	Iteration 136Q: 3 clusters Score -3.283589e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260802 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -32835980.000000 Penalty: 6270.877441
	Iteration 137Q: 3 clusters Score -3.283598e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261168 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -32836038.000000 Penalty: 6270.877441
	Iteration 138Q: 3 clusters Score -3.283604e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261513 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -32836002.000000 Penalty: 6270.877441
	Iteration 139Q: 3 clusters Score -3.2836e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261833 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -32836032.000000 Penalty: 6270.877441
	Iteration 140F: 3 clusters Score -3.283603e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262138 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -32836018.000000 Penalty: 6270.877441
	Iteration 141Q: 3 clusters Score -3.283602e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262414 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -32836018.000000 Penalty: 6270.877441
	Iteration 142Q: 3 clusters Score -3.283602e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262698 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -32836048.000000 Penalty: 6270.877441
	Iteration 143Q: 3 clusters Score -3.283605e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262979 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -32836066.000000 Penalty: 6270.877441
	Iteration 144Q: 3 clusters Score -3.283607e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -32836120.000000 Penalty: 6270.877441
	Iteration 145Q: 3 clusters Score -3.283612e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263516 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -32836144.000000 Penalty: 6270.877441
	Iteration 146Q: 3 clusters Score -3.283614e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263767 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -32836106.000000 Penalty: 6270.877441
	Iteration 147Q: 3 clusters Score -3.283611e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264006 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -32836094.000000 Penalty: 6270.877441
	Iteration 148Q: 3 clusters Score -3.283609e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264258 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -32836048.000000 Penalty: 6270.877441
	Iteration 149Q: 3 clusters Score -3.283605e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264517 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -32836048.000000 Penalty: 6270.877441
	Iteration 150Q: 3 clusters Score -3.283605e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264807 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -32836126.000000 Penalty: 6270.877441
	Iteration 151Q: 3 clusters Score -3.283613e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265084 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -32836110.000000 Penalty: 6270.877441
	Iteration 152Q: 3 clusters Score -3.283611e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265350 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -32836060.000000 Penalty: 6270.877441
	Iteration 153Q: 3 clusters Score -3.283606e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265601 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -32836088.000000 Penalty: 6270.877441
	Iteration 154Q: 3 clusters Score -3.283609e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265823 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -32836130.000000 Penalty: 6270.877441
	Iteration 155Q: 3 clusters Score -3.283613e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266039 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -32836134.000000 Penalty: 6270.877441
	Iteration 156Q: 3 clusters Score -3.283613e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266258 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -32836158.000000 Penalty: 6270.877441
	Iteration 157Q: 3 clusters Score -3.283616e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266456 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -32836182.000000 Penalty: 6270.877441
	Iteration 158Q: 3 clusters Score -3.283618e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266658 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -32836184.000000 Penalty: 6270.877441
	Iteration 159Q: 3 clusters Score -3.283618e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266880 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -32836148.000000 Penalty: 6270.877441
	Iteration 160F: 3 clusters Score -3.283615e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267104 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -32836130.000000 Penalty: 6270.877441
	Iteration 161Q: 3 clusters Score -3.283613e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267326 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -32836084.000000 Penalty: 6270.877441
	Iteration 162Q: 3 clusters Score -3.283608e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267568 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -32836064.000000 Penalty: 6270.877441
	Iteration 163Q: 3 clusters Score -3.283606e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267811 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -32836048.000000 Penalty: 6270.877441
	Iteration 164Q: 3 clusters Score -3.283605e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268054 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -32836084.000000 Penalty: 6270.877441
	Iteration 165Q: 3 clusters Score -3.283608e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268298 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -32836096.000000 Penalty: 6270.877441
	Iteration 166Q: 3 clusters Score -3.28361e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268507 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -32836076.000000 Penalty: 6270.877441
	Iteration 167Q: 3 clusters Score -3.283608e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268729 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -32836136.000000 Penalty: 6270.877441
	Iteration 168Q: 3 clusters Score -3.283614e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268943 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -32836142.000000 Penalty: 6270.877441
	Iteration 169Q: 3 clusters Score -3.283614e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269149 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -32836144.000000 Penalty: 6270.877441
	Iteration 170Q: 3 clusters Score -3.283614e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269368 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -32836168.000000 Penalty: 6270.877441
	Iteration 171Q: 3 clusters Score -3.283617e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269585 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -32836198.000000 Penalty: 6270.877441
	Iteration 172Q: 3 clusters Score -3.28362e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269823 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -32836242.000000 Penalty: 6270.877441
	Iteration 173Q: 3 clusters Score -3.283624e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270074 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -32836278.000000 Penalty: 6270.877441
	Iteration 174Q: 3 clusters Score -3.283628e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270314 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -32836310.000000 Penalty: 6270.877441
	Iteration 175Q: 3 clusters Score -3.283631e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270548 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -32836298.000000 Penalty: 6270.877441
	Iteration 176Q: 3 clusters Score -3.28363e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270765 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -32836326.000000 Penalty: 6270.877441
	Iteration 177Q: 3 clusters Score -3.283633e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270960 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -32836292.000000 Penalty: 6270.877441
	Iteration 178Q: 3 clusters Score -3.283629e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271177 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -32836318.000000 Penalty: 6270.877441
	Iteration 179Q: 3 clusters Score -3.283632e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271372 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -32836390.000000 Penalty: 6270.877441
	Iteration 180F: 3 clusters Score -3.283639e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271573 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -32836382.000000 Penalty: 6270.877441
	Iteration 181Q: 3 clusters Score -3.283638e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271765 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -32836340.000000 Penalty: 6270.877441
	Iteration 182Q: 3 clusters Score -3.283634e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271959 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -32836376.000000 Penalty: 6270.877441
	Iteration 183Q: 3 clusters Score -3.283638e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272187 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -32836396.000000 Penalty: 6270.877441
	Iteration 184Q: 3 clusters Score -3.28364e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272394 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -32836386.000000 Penalty: 6270.877441
	Iteration 185Q: 3 clusters Score -3.283639e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272607 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -32836432.000000 Penalty: 6270.877441
	Iteration 186Q: 3 clusters Score -3.283643e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272815 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -32836402.000000 Penalty: 6270.877441
	Iteration 187Q: 3 clusters Score -3.28364e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273043 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -32836422.000000 Penalty: 6270.877441
	Iteration 188Q: 3 clusters Score -3.283642e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273298 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -32836456.000000 Penalty: 6270.877441
	Iteration 189Q: 3 clusters Score -3.283646e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273513 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -32836498.000000 Penalty: 6270.877441
	Iteration 190Q: 3 clusters Score -3.28365e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273721 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -32836496.000000 Penalty: 6270.877441
	Iteration 191Q: 3 clusters Score -3.28365e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273928 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -32836550.000000 Penalty: 6270.877441
	Iteration 192Q: 3 clusters Score -3.283655e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274082 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -32836528.000000 Penalty: 6270.877441
	Iteration 193Q: 3 clusters Score -3.283653e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274227 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -32836570.000000 Penalty: 6270.877441
	Iteration 194Q: 3 clusters Score -3.283657e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274356 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -32836614.000000 Penalty: 6270.877441
	Iteration 195Q: 3 clusters Score -3.283661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274461 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -32836622.000000 Penalty: 6270.877441
	Iteration 196Q: 3 clusters Score -3.283662e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274562 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -32836630.000000 Penalty: 6270.877441
	Iteration 197Q: 3 clusters Score -3.283663e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274681 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -32836582.000000 Penalty: 6270.877441
	Iteration 198Q: 3 clusters Score -3.283658e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274793 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -32836582.000000 Penalty: 6270.877441
	Iteration 199Q: 3 clusters Score -3.283658e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274920 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -32836618.000000 Penalty: 6270.877441
	Iteration 200F: 3 clusters Score -3.283662e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275047 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -32836584.000000 Penalty: 6270.877441
	Iteration 201Q: 3 clusters Score -3.283658e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275175 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -32836600.000000 Penalty: 6270.877441
	Iteration 202Q: 3 clusters Score -3.28366e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275295 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -32836546.000000 Penalty: 6270.877441
	Iteration 203Q: 3 clusters Score -3.283655e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275398 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -32836568.000000 Penalty: 6270.877441
	Iteration 204Q: 3 clusters Score -3.283657e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275487 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -32836584.000000 Penalty: 6270.877441
	Iteration 205Q: 3 clusters Score -3.283658e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275595 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -32836600.000000 Penalty: 6270.877441
	Iteration 206Q: 3 clusters Score -3.28366e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275715 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -32836624.000000 Penalty: 6270.877441
	Iteration 207Q: 3 clusters Score -3.283662e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275835 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -32836644.000000 Penalty: 6270.877441
	Iteration 208Q: 3 clusters Score -3.283664e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275952 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -32836674.000000 Penalty: 6270.877441
	Iteration 209Q: 3 clusters Score -3.283667e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276064 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -32836662.000000 Penalty: 6270.877441
	Iteration 210Q: 3 clusters Score -3.283666e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276192 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -32836694.000000 Penalty: 6270.877441
	Iteration 211Q: 3 clusters Score -3.283669e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276326 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -32836688.000000 Penalty: 6270.877441
	Iteration 212Q: 3 clusters Score -3.283669e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276468 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -32836684.000000 Penalty: 6270.877441
	Iteration 213Q: 3 clusters Score -3.283668e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276596 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -32836712.000000 Penalty: 6270.877441
	Iteration 214Q: 3 clusters Score -3.283671e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276736 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -32836774.000000 Penalty: 6270.877441
	Iteration 215Q: 3 clusters Score -3.283677e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276881 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -32836784.000000 Penalty: 6270.877441
	Iteration 216Q: 3 clusters Score -3.283678e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277035 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -32836758.000000 Penalty: 6270.877441
	Iteration 217Q: 3 clusters Score -3.283676e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277182 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -32836714.000000 Penalty: 6270.877441
	Iteration 218Q: 3 clusters Score -3.283671e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277359 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -32836768.000000 Penalty: 6270.877441
	Iteration 219Q: 3 clusters Score -3.283677e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277529 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -32836784.000000 Penalty: 6270.877441
	Iteration 220F: 3 clusters Score -3.283678e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277703 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -32836816.000000 Penalty: 6270.877441
	Iteration 221Q: 3 clusters Score -3.283682e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277870 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -32836796.000000 Penalty: 6270.877441
	Iteration 222Q: 3 clusters Score -3.28368e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278045 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -32836736.000000 Penalty: 6270.877441
	Iteration 223Q: 3 clusters Score -3.283674e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278224 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -32836724.000000 Penalty: 6270.877441
	Iteration 224Q: 3 clusters Score -3.283672e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278378 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -32836740.000000 Penalty: 6270.877441
	Iteration 225Q: 3 clusters Score -3.283674e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278518 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -32836768.000000 Penalty: 6270.877441
	Iteration 226Q: 3 clusters Score -3.283677e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278682 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -32836798.000000 Penalty: 6270.877441
	Iteration 227Q: 3 clusters Score -3.28368e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278857 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -32836780.000000 Penalty: 6270.877441
	Iteration 228Q: 3 clusters Score -3.283678e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279020 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -32836766.000000 Penalty: 6270.877441
	Iteration 229Q: 3 clusters Score -3.283677e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279180 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -32836784.000000 Penalty: 6270.877441
	Iteration 230Q: 3 clusters Score -3.283678e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279326 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -32836822.000000 Penalty: 6270.877441
	Iteration 231Q: 3 clusters Score -3.283682e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279468 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -32836804.000000 Penalty: 6270.877441
	Iteration 232Q: 3 clusters Score -3.28368e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279613 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -32836806.000000 Penalty: 6270.877441
	Iteration 233Q: 3 clusters Score -3.283681e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279748 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -32836848.000000 Penalty: 6270.877441
	Iteration 234Q: 3 clusters Score -3.283685e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279886 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -32836852.000000 Penalty: 6270.877441
	Iteration 235Q: 3 clusters Score -3.283685e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280043 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -32836838.000000 Penalty: 6270.877441
	Iteration 236Q: 3 clusters Score -3.283684e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280188 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -32836796.000000 Penalty: 6270.877441
	Iteration 237Q: 3 clusters Score -3.28368e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280343 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -32836798.000000 Penalty: 6270.877441
	Iteration 238Q: 3 clusters Score -3.28368e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280484 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -32836778.000000 Penalty: 6270.877441
	Iteration 239Q: 3 clusters Score -3.283678e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280629 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -32836740.000000 Penalty: 6270.877441
	Iteration 240F: 3 clusters Score -3.283674e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280751 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -32836700.000000 Penalty: 6270.877441
	Iteration 241Q: 3 clusters Score -3.28367e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280883 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -32836718.000000 Penalty: 6270.877441
	Iteration 242Q: 3 clusters Score -3.283672e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281016 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -32836704.000000 Penalty: 6270.877441
	Iteration 243Q: 3 clusters Score -3.28367e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281158 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -32836706.000000 Penalty: 6270.877441
	Iteration 244Q: 3 clusters Score -3.283671e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281280 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -32836694.000000 Penalty: 6270.877441
	Iteration 245Q: 3 clusters Score -3.283669e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281383 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -32836682.000000 Penalty: 6270.877441
	Iteration 246Q: 3 clusters Score -3.283668e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281505 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -32836714.000000 Penalty: 6270.877441
	Iteration 247Q: 3 clusters Score -3.283671e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281614 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -32836716.000000 Penalty: 6270.877441
	Iteration 248Q: 3 clusters Score -3.283672e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281724 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -32836746.000000 Penalty: 6270.877441
	Iteration 249Q: 3 clusters Score -3.283675e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281839 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -32836710.000000 Penalty: 6270.877441
	Iteration 250Q: 3 clusters Score -3.283671e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281957 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -32836732.000000 Penalty: 6270.877441
	Iteration 251Q: 3 clusters Score -3.283673e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282072 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -32836712.000000 Penalty: 6270.877441
	Iteration 252Q: 3 clusters Score -3.283671e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282171 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -32836708.000000 Penalty: 6270.877441
	Iteration 253Q: 3 clusters Score -3.283671e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282254 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -32836680.000000 Penalty: 6270.877441
	Iteration 254Q: 3 clusters Score -3.283668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282326 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -32836682.000000 Penalty: 6270.877441
	Iteration 255Q: 3 clusters Score -3.283668e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282394 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -32836732.000000 Penalty: 6270.877441
	Iteration 256Q: 3 clusters Score -3.283673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282465 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -32836696.000000 Penalty: 6270.877441
	Iteration 257Q: 3 clusters Score -3.28367e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282547 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -32836730.000000 Penalty: 6270.877441
	Iteration 258Q: 3 clusters Score -3.283673e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282639 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -32836698.000000 Penalty: 6270.877441
	Iteration 259Q: 3 clusters Score -3.28367e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282714 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -32836706.000000 Penalty: 6270.877441
	Iteration 260F: 3 clusters Score -3.283671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282783 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -32836724.000000 Penalty: 6270.877441
	Iteration 261Q: 3 clusters Score -3.283672e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282864 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -32836762.000000 Penalty: 6270.877441
	Iteration 262Q: 3 clusters Score -3.283676e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282954 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -32836768.000000 Penalty: 6270.877441
	Iteration 263Q: 3 clusters Score -3.283677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283030 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -32836792.000000 Penalty: 6270.877441
	Iteration 264Q: 3 clusters Score -3.283679e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283112 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -32836786.000000 Penalty: 6270.877441
	Iteration 265Q: 3 clusters Score -3.283679e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283201 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -32836820.000000 Penalty: 6270.877441
	Iteration 266Q: 3 clusters Score -3.283682e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283284 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -32836850.000000 Penalty: 6270.877441
	Iteration 267Q: 3 clusters Score -3.283685e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283367 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -32836824.000000 Penalty: 6270.877441
	Iteration 268Q: 3 clusters Score -3.283682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283446 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -32836842.000000 Penalty: 6270.877441
	Iteration 269Q: 3 clusters Score -3.283684e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283522 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -32836850.000000 Penalty: 6270.877441
	Iteration 270Q: 3 clusters Score -3.283685e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283583 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -32836854.000000 Penalty: 6270.877441
	Iteration 271Q: 3 clusters Score -3.283685e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283637 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -32836824.000000 Penalty: 6270.877441
	Iteration 272Q: 3 clusters Score -3.283682e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283703 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -32836820.000000 Penalty: 6270.877441
	Iteration 273Q: 3 clusters Score -3.283682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283767 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -32836876.000000 Penalty: 6270.877441
	Iteration 274Q: 3 clusters Score -3.283688e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283834 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -32836890.000000 Penalty: 6270.877441
	Iteration 275Q: 3 clusters Score -3.283689e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283896 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -32836864.000000 Penalty: 6270.877441
	Iteration 276Q: 3 clusters Score -3.283686e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283965 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -32836896.000000 Penalty: 6270.877441
	Iteration 277Q: 3 clusters Score -3.28369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284025 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -32836916.000000 Penalty: 6270.877441
	Iteration 278Q: 3 clusters Score -3.283692e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284092 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 279Q: 3 clusters Score -3.28369e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284161 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -32836890.000000 Penalty: 6270.877441
	Iteration 280F: 3 clusters Score -3.283689e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284223 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -32836920.000000 Penalty: 6270.877441
	Iteration 281Q: 3 clusters Score -3.283692e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284297 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -32836882.000000 Penalty: 6270.877441
	Iteration 282Q: 3 clusters Score -3.283688e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284363 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -32836860.000000 Penalty: 6270.877441
	Iteration 283Q: 3 clusters Score -3.283686e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284424 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -32836860.000000 Penalty: 6270.877441
	Iteration 284Q: 3 clusters Score -3.283686e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284472 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -32836862.000000 Penalty: 6270.877441
	Iteration 285Q: 3 clusters Score -3.283686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284510 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -32836886.000000 Penalty: 6270.877441
	Iteration 286Q: 3 clusters Score -3.283689e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284552 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -32836890.000000 Penalty: 6270.877441
	Iteration 287Q: 3 clusters Score -3.283689e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284598 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -32836882.000000 Penalty: 6270.877441
	Iteration 288Q: 3 clusters Score -3.283688e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284653 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -32836880.000000 Penalty: 6270.877441
	Iteration 289Q: 3 clusters Score -3.283688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284708 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -32836872.000000 Penalty: 6270.877441
	Iteration 290Q: 3 clusters Score -3.283687e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284754 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -32836874.000000 Penalty: 6270.877441
	Iteration 291Q: 3 clusters Score -3.283687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284804 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -32836860.000000 Penalty: 6270.877441
	Iteration 292Q: 3 clusters Score -3.283686e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284851 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -32836852.000000 Penalty: 6270.877441
	Iteration 293Q: 3 clusters Score -3.283685e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284898 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -32836838.000000 Penalty: 6270.877441
	Iteration 294Q: 3 clusters Score -3.283684e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284947 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -32836888.000000 Penalty: 6270.877441
	Iteration 295Q: 3 clusters Score -3.283689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284990 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -32836848.000000 Penalty: 6270.877441
	Iteration 296Q: 3 clusters Score -3.283685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285031 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -32836840.000000 Penalty: 6270.877441
	Iteration 297Q: 3 clusters Score -3.283684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285068 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -32836842.000000 Penalty: 6270.877441
	Iteration 298Q: 3 clusters Score -3.283684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285110 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -32836842.000000 Penalty: 6270.877441
	Iteration 299Q: 3 clusters Score -3.283684e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285162 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -32836828.000000 Penalty: 6270.877441
	Iteration 300F: 3 clusters Score -3.283683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285213 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -32836794.000000 Penalty: 6270.877441
	Iteration 301Q: 3 clusters Score -3.283679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285257 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -32836828.000000 Penalty: 6270.877441
	Iteration 302Q: 3 clusters Score -3.283683e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285305 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -32836814.000000 Penalty: 6270.877441
	Iteration 303Q: 3 clusters Score -3.283681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285351 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -32836808.000000 Penalty: 6270.877441
	Iteration 304Q: 3 clusters Score -3.283681e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285406 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -32836826.000000 Penalty: 6270.877441
	Iteration 305Q: 3 clusters Score -3.283683e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285463 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -32836862.000000 Penalty: 6270.877441
	Iteration 306Q: 3 clusters Score -3.283686e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285518 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -32836842.000000 Penalty: 6270.877441
	Iteration 307Q: 3 clusters Score -3.283684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285562 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -32836854.000000 Penalty: 6270.877441
	Iteration 308Q: 3 clusters Score -3.283685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285604 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -32836844.000000 Penalty: 6270.877441
	Iteration 309Q: 3 clusters Score -3.283684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285641 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -32836878.000000 Penalty: 6270.877441
	Iteration 310Q: 3 clusters Score -3.283688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285676 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -32836912.000000 Penalty: 6270.877441
	Iteration 311Q: 3 clusters Score -3.283691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285710 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -32836884.000000 Penalty: 6270.877441
	Iteration 312Q: 3 clusters Score -3.283688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285736 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -32836888.000000 Penalty: 6270.877441
	Iteration 313Q: 3 clusters Score -3.283689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285756 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -32836886.000000 Penalty: 6270.877441
	Iteration 314Q: 3 clusters Score -3.283689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285770 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -32836860.000000 Penalty: 6270.877441
	Iteration 315Q: 3 clusters Score -3.283686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285784 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -32836884.000000 Penalty: 6270.877441
	Iteration 316Q: 3 clusters Score -3.283688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285797 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -32836876.000000 Penalty: 6270.877441
	Iteration 317Q: 3 clusters Score -3.283688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285815 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -32836880.000000 Penalty: 6270.877441
	Iteration 318Q: 3 clusters Score -3.283688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285833 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -32836882.000000 Penalty: 6270.877441
	Iteration 319Q: 3 clusters Score -3.283688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285860 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -32836884.000000 Penalty: 6270.877441
	Iteration 320F: 3 clusters Score -3.283688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285884 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -32836892.000000 Penalty: 6270.877441
	Iteration 321Q: 3 clusters Score -3.283689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285904 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -32836850.000000 Penalty: 6270.877441
	Iteration 322Q: 3 clusters Score -3.283685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285924 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -32836898.000000 Penalty: 6270.877441
	Iteration 323Q: 3 clusters Score -3.28369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285943 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -32836916.000000 Penalty: 6270.877441
	Iteration 324Q: 3 clusters Score -3.283692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285964 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -32836932.000000 Penalty: 6270.877441
	Iteration 325Q: 3 clusters Score -3.283693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285981 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -32836940.000000 Penalty: 6270.877441
	Iteration 326Q: 3 clusters Score -3.283694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285999 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -32836958.000000 Penalty: 6270.877441
	Iteration 327Q: 3 clusters Score -3.283696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286027 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -32836968.000000 Penalty: 6270.877441
	Iteration 328Q: 3 clusters Score -3.283697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286050 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -32836984.000000 Penalty: 6270.877441
	Iteration 329Q: 3 clusters Score -3.283698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286070 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -32836972.000000 Penalty: 6270.877441
	Iteration 330Q: 3 clusters Score -3.283697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286087 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -32836948.000000 Penalty: 6270.877441
	Iteration 331Q: 3 clusters Score -3.283695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286102 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -32836966.000000 Penalty: 6270.877441
	Iteration 332Q: 3 clusters Score -3.283697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286115 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -32836948.000000 Penalty: 6270.877441
	Iteration 333Q: 3 clusters Score -3.283695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286126 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -32836954.000000 Penalty: 6270.877441
	Iteration 334Q: 3 clusters Score -3.283695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286139 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -32836942.000000 Penalty: 6270.877441
	Iteration 335Q: 3 clusters Score -3.283694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286160 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -32836914.000000 Penalty: 6270.877441
	Iteration 336Q: 3 clusters Score -3.283691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286179 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -32836926.000000 Penalty: 6270.877441
	Iteration 337Q: 3 clusters Score -3.283693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286204 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -32836896.000000 Penalty: 6270.877441
	Iteration 338Q: 3 clusters Score -3.28369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286229 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -32836924.000000 Penalty: 6270.877441
	Iteration 339Q: 3 clusters Score -3.283692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286253 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -32836920.000000 Penalty: 6270.877441
	Iteration 340F: 3 clusters Score -3.283692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286267 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -32836920.000000 Penalty: 6270.877441
	Iteration 341Q: 3 clusters Score -3.283692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286275 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -32836920.000000 Penalty: 6270.877441
	Iteration 342Q: 3 clusters Score -3.283692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286283 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -32836932.000000 Penalty: 6270.877441
	Iteration 343Q: 3 clusters Score -3.283693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286295 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -32836956.000000 Penalty: 6270.877441
	Iteration 344Q: 3 clusters Score -3.283696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286308 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -32836950.000000 Penalty: 6270.877441
	Iteration 345Q: 3 clusters Score -3.283695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286324 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -32836928.000000 Penalty: 6270.877441
	Iteration 346Q: 3 clusters Score -3.283693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286342 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -32836948.000000 Penalty: 6270.877441
	Iteration 347Q: 3 clusters Score -3.283695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286361 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -32836950.000000 Penalty: 6270.877441
	Iteration 348Q: 3 clusters Score -3.283695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286383 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -32836940.000000 Penalty: 6270.877441
	Iteration 349Q: 3 clusters Score -3.283694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286403 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -32836972.000000 Penalty: 6270.877441
	Iteration 350Q: 3 clusters Score -3.283697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286424 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -32836986.000000 Penalty: 6270.877441
	Iteration 351Q: 3 clusters Score -3.283699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286445 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -32836976.000000 Penalty: 6270.877441
	Iteration 352Q: 3 clusters Score -3.283698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -32836956.000000 Penalty: 6270.877441
	Iteration 353Q: 3 clusters Score -3.283696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286487 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -32836932.000000 Penalty: 6270.877441
	Iteration 354Q: 3 clusters Score -3.283693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286507 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -32836926.000000 Penalty: 6270.877441
	Iteration 355Q: 3 clusters Score -3.283693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286532 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -32836930.000000 Penalty: 6270.877441
	Iteration 356Q: 3 clusters Score -3.283693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286553 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -32836920.000000 Penalty: 6270.877441
	Iteration 357Q: 3 clusters Score -3.283692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286574 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -32836928.000000 Penalty: 6270.877441
	Iteration 358Q: 3 clusters Score -3.283693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286594 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -32836910.000000 Penalty: 6270.877441
	Iteration 359Q: 3 clusters Score -3.283691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286613 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -32836938.000000 Penalty: 6270.877441
	Iteration 360F: 3 clusters Score -3.283694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286628 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -32836912.000000 Penalty: 6270.877441
	Iteration 361Q: 3 clusters Score -3.283691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286635 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -32836894.000000 Penalty: 6270.877441
	Iteration 362Q: 3 clusters Score -3.283689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286645 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -32836888.000000 Penalty: 6270.877441
	Iteration 363Q: 3 clusters Score -3.283689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286650 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -32836876.000000 Penalty: 6270.877441
	Iteration 364Q: 3 clusters Score -3.283688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286658 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -32836896.000000 Penalty: 6270.877441
	Iteration 365Q: 3 clusters Score -3.28369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286667 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -32836892.000000 Penalty: 6270.877441
	Iteration 366Q: 3 clusters Score -3.283689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286675 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 367Q: 3 clusters Score -3.28369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286683 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -32836906.000000 Penalty: 6270.877441
	Iteration 368Q: 3 clusters Score -3.283691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286692 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -32836908.000000 Penalty: 6270.877441
	Iteration 369Q: 3 clusters Score -3.283691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286705 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -32836898.000000 Penalty: 6270.877441
	Iteration 370Q: 3 clusters Score -3.28369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286710 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -32836898.000000 Penalty: 6270.877441
	Iteration 371Q: 3 clusters Score -3.28369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286720 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -32836898.000000 Penalty: 6270.877441
	Iteration 372Q: 3 clusters Score -3.28369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286730 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -32836890.000000 Penalty: 6270.877441
	Iteration 373Q: 3 clusters Score -3.283689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286745 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -32836898.000000 Penalty: 6270.877441
	Iteration 374Q: 3 clusters Score -3.28369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286759 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -32836892.000000 Penalty: 6270.877441
	Iteration 375Q: 3 clusters Score -3.283689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286775 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -32836876.000000 Penalty: 6270.877441
	Iteration 376Q: 3 clusters Score -3.283688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286792 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -32836876.000000 Penalty: 6270.877441
	Iteration 377Q: 3 clusters Score -3.283688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286811 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -32836870.000000 Penalty: 6270.877441
	Iteration 378Q: 3 clusters Score -3.283687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286831 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -32836870.000000 Penalty: 6270.877441
	Iteration 379Q: 3 clusters Score -3.283687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286848 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -32836850.000000 Penalty: 6270.877441
	Iteration 380F: 3 clusters Score -3.283685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286860 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -32836886.000000 Penalty: 6270.877441
	Iteration 381Q: 3 clusters Score -3.283689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286871 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -32836894.000000 Penalty: 6270.877441
	Iteration 382Q: 3 clusters Score -3.283689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286879 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -32836880.000000 Penalty: 6270.877441
	Iteration 383Q: 3 clusters Score -3.283688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286891 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -32836878.000000 Penalty: 6270.877441
	Iteration 384Q: 3 clusters Score -3.283688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286901 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -32836862.000000 Penalty: 6270.877441
	Iteration 385Q: 3 clusters Score -3.283686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286910 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -32836882.000000 Penalty: 6270.877441
	Iteration 386Q: 3 clusters Score -3.283688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286917 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -32836874.000000 Penalty: 6270.877441
	Iteration 387Q: 3 clusters Score -3.283687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286927 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -32836872.000000 Penalty: 6270.877441
	Iteration 388Q: 3 clusters Score -3.283687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286944 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -32836900.000000 Penalty: 6270.877441
	Iteration 389Q: 3 clusters Score -3.28369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286960 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -32836908.000000 Penalty: 6270.877441
	Iteration 390Q: 3 clusters Score -3.283691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286976 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 391Q: 3 clusters Score -3.28369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286991 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -32836916.000000 Penalty: 6270.877441
	Iteration 392Q: 3 clusters Score -3.283692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287005 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -32836906.000000 Penalty: 6270.877441
	Iteration 393Q: 3 clusters Score -3.283691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287020 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 394Q: 3 clusters Score -3.28369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287036 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -32836892.000000 Penalty: 6270.877441
	Iteration 395Q: 3 clusters Score -3.283689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287052 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 396Q: 3 clusters Score -3.28369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287068 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -32836880.000000 Penalty: 6270.877441
	Iteration 397Q: 3 clusters Score -3.283688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287077 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -32836888.000000 Penalty: 6270.877441
	Iteration 398Q: 3 clusters Score -3.283689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287094 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -32836906.000000 Penalty: 6270.877441
	Iteration 399Q: 3 clusters Score -3.283691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287107 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -32836892.000000 Penalty: 6270.877441
	Iteration 400F: 3 clusters Score -3.283689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287117 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -32836882.000000 Penalty: 6270.877441
	Iteration 401Q: 3 clusters Score -3.283688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287122 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -32836880.000000 Penalty: 6270.877441
	Iteration 402Q: 3 clusters Score -3.283688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287128 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -32836884.000000 Penalty: 6270.877441
	Iteration 403Q: 3 clusters Score -3.283688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287133 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -32836886.000000 Penalty: 6270.877441
	Iteration 404Q: 3 clusters Score -3.283689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287134 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -32836912.000000 Penalty: 6270.877441
	Iteration 405Q: 3 clusters Score -3.283691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287135 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -32836902.000000 Penalty: 6270.877441
	Iteration 406Q: 3 clusters Score -3.28369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287136 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 407Q: 3 clusters Score -3.28369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287136 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -32836904.000000 Penalty: 6270.877441
	Iteration 408F: 3 clusters Score -3.28369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -759727.500000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -759727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -753797.500000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -753797.5 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -755391.687500 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -755391.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -755628.562500 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -755628.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -755782.875000 Penalty: 4406.629395
	Iteration 3Q: 3 clusters Score -755782.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -755881.375000 Penalty: 4406.629395
	Iteration 4Q: 3 clusters Score -755881.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -755956.750000 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -755956.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -756027.375000 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -756027.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -756092.000000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -756092 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -756156.625000 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -756156.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -756218.187500 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -756218.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -756282.562500 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -756282.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -756338.562500 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -756338.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -756398.625000 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -756398.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -756459.687500 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -756459.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -756521.937500 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -756521.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -756583.312500 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -756583.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -756643.062500 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -756643.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -756696.312500 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -756696.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -756760.062500 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -756760.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -756834.500000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -756834.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -756893.187500 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -756893.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -756955.687500 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -756955.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -757004.625000 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -757004.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -757061.500000 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -757061.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -757116.250000 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -757116.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -757162.625000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -757162.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -757198.062500 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -757198.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -757220.750000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -757220.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -757243.500000 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -757243.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -757257.437500 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -757257.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -757270.125000 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -757270.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -757284.625000 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -757284.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -757298.875000 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -757298.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -757318.187500 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -757318.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -757332.375000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -757332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -757343.750000 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -757343.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -757357.125000 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -757357.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -757371.875000 Penalty: 4406.629395
	Iteration 37Q: 3 clusters Score -757371.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -757383.375000 Penalty: 4406.629395
	Iteration 38Q: 3 clusters Score -757383.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -757394.125000 Penalty: 4406.629395
	Iteration 39Q: 3 clusters Score -757394.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -757407.125000 Penalty: 4406.629395
	Iteration 40F: 3 clusters Score -757407.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -757420.062500 Penalty: 4406.629395
	Iteration 41Q: 3 clusters Score -757420.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -757428.250000 Penalty: 4406.629395
	Iteration 42Q: 3 clusters Score -757428.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -757433.812500 Penalty: 4406.629395
	Iteration 43Q: 3 clusters Score -757433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -757441.687500 Penalty: 4406.629395
	Iteration 44Q: 3 clusters Score -757441.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -757450.687500 Penalty: 4406.629395
	Iteration 45Q: 3 clusters Score -757450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -757460.000000 Penalty: 4406.629395
	Iteration 46Q: 3 clusters Score -757460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -757471.687500 Penalty: 4406.629395
	Iteration 47Q: 3 clusters Score -757471.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -757478.625000 Penalty: 4406.629395
	Iteration 48Q: 3 clusters Score -757478.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -757486.187500 Penalty: 4406.629395
	Iteration 49Q: 3 clusters Score -757486.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -757491.937500 Penalty: 4406.629395
	Iteration 50Q: 3 clusters Score -757491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -757496.312500 Penalty: 4406.629395
	Iteration 51Q: 3 clusters Score -757496.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -757502.937500 Penalty: 4406.629395
	Iteration 52Q: 3 clusters Score -757502.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -757509.437500 Penalty: 4406.629395
	Iteration 53Q: 3 clusters Score -757509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -757515.187500 Penalty: 4406.629395
	Iteration 54Q: 3 clusters Score -757515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -757520.500000 Penalty: 4406.629395
	Iteration 55Q: 3 clusters Score -757520.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -757533.125000 Penalty: 4406.629395
	Iteration 56Q: 3 clusters Score -757533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -757537.562500 Penalty: 4406.629395
	Iteration 57Q: 3 clusters Score -757537.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -757544.250000 Penalty: 4406.629395
	Iteration 58Q: 3 clusters Score -757544.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -757551.062500 Penalty: 4406.629395
	Iteration 59Q: 3 clusters Score -757551.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -757556.250000 Penalty: 4406.629395
	Iteration 60F: 3 clusters Score -757556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -757564.562500 Penalty: 4406.629395
	Iteration 61Q: 3 clusters Score -757564.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -757573.875000 Penalty: 4406.629395
	Iteration 62Q: 3 clusters Score -757573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -757580.250000 Penalty: 4406.629395
	Iteration 63Q: 3 clusters Score -757580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -757583.562500 Penalty: 4406.629395
	Iteration 64Q: 3 clusters Score -757583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -757584.187500 Penalty: 4406.629395
	Iteration 65Q: 3 clusters Score -757584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -757584.812500 Penalty: 4406.629395
	Iteration 66Q: 3 clusters Score -757584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -757586.937500 Penalty: 4406.629395
	Iteration 67Q: 3 clusters Score -757586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -757588.750000 Penalty: 4406.629395
	Iteration 68Q: 3 clusters Score -757588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -757589.750000 Penalty: 4406.629395
	Iteration 69Q: 3 clusters Score -757589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -757590.937500 Penalty: 4406.629395
	Iteration 70Q: 3 clusters Score -757590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -757593.125000 Penalty: 4406.629395
	Iteration 71Q: 3 clusters Score -757593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -757594.250000 Penalty: 4406.629395
	Iteration 72Q: 3 clusters Score -757594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -757596.500000 Penalty: 4406.629395
	Iteration 73Q: 3 clusters Score -757596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -757598.375000 Penalty: 4406.629395
	Iteration 74Q: 3 clusters Score -757598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -757603.250000 Penalty: 4406.629395
	Iteration 75Q: 3 clusters Score -757603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -757607.875000 Penalty: 4406.629395
	Iteration 76Q: 3 clusters Score -757607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -757611.312500 Penalty: 4406.629395
	Iteration 77Q: 3 clusters Score -757611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -757613.812500 Penalty: 4406.629395
	Iteration 78Q: 3 clusters Score -757613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -757618.812500 Penalty: 4406.629395
	Iteration 79Q: 3 clusters Score -757618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -757619.375000 Penalty: 4406.629395
	Iteration 80F: 3 clusters Score -757619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -757620.250000 Penalty: 4406.629395
	Iteration 81Q: 3 clusters Score -757620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -757621.875000 Penalty: 4406.629395
	Iteration 82Q: 3 clusters Score -757621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -757623.750000 Penalty: 4406.629395
	Iteration 83Q: 3 clusters Score -757623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -757625.750000 Penalty: 4406.629395
	Iteration 84Q: 3 clusters Score -757625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -757628.375000 Penalty: 4406.629395
	Iteration 85Q: 3 clusters Score -757628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -757629.250000 Penalty: 4406.629395
	Iteration 86Q: 3 clusters Score -757629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -757629.687500 Penalty: 4406.629395
	Iteration 87Q: 3 clusters Score -757629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -757632.750000 Penalty: 4406.629395
	Iteration 88Q: 3 clusters Score -757632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -757633.687500 Penalty: 4406.629395
	Iteration 89Q: 3 clusters Score -757633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -757636.375000 Penalty: 4406.629395
	Iteration 90Q: 3 clusters Score -757636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -757641.375000 Penalty: 4406.629395
	Iteration 91Q: 3 clusters Score -757641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -757645.562500 Penalty: 4406.629395
	Iteration 92Q: 3 clusters Score -757645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -757653.750000 Penalty: 4406.629395
	Iteration 93Q: 3 clusters Score -757653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -757657.437500 Penalty: 4406.629395
	Iteration 94Q: 3 clusters Score -757657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -757659.687500 Penalty: 4406.629395
	Iteration 95Q: 3 clusters Score -757659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -757663.875000 Penalty: 4406.629395
	Iteration 96Q: 3 clusters Score -757663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -757667.375000 Penalty: 4406.629395
	Iteration 97Q: 3 clusters Score -757667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -757668.687500 Penalty: 4406.629395
	Iteration 98Q: 3 clusters Score -757668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -757672.812500 Penalty: 4406.629395
	Iteration 99Q: 3 clusters Score -757672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -757674.812500 Penalty: 4406.629395
	Iteration 100F: 3 clusters Score -757674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -757679.250000 Penalty: 4406.629395
	Iteration 101Q: 3 clusters Score -757679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -757680.750000 Penalty: 4406.629395
	Iteration 102Q: 3 clusters Score -757680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -757681.937500 Penalty: 4406.629395
	Iteration 103Q: 3 clusters Score -757681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -757681.937500 Penalty: 4406.629395
	Iteration 104F: 3 clusters Score -757681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -99423.546875 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -99423.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97465.632812 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -97465.63 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97755.546875 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -97755.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97872.617188 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -97872.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97914.234375 Penalty: 3429.706543
	Iteration 3Q: 3 clusters Score -97914.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97931.296875 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -97931.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97946.195312 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -97946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97952.289062 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -97952.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97961.226562 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -97961.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97967.093750 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -97967.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97969.789062 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -97969.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97972.390625 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -97972.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97973.460938 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -97973.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97975.875000 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -97975.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97979.031250 Penalty: 3429.706543
	Iteration 13Q: 3 clusters Score -97979.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97982.734375 Penalty: 3429.706543
	Iteration 14Q: 3 clusters Score -97982.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97985.101562 Penalty: 3429.706543
	Iteration 15Q: 3 clusters Score -97985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97988.218750 Penalty: 3429.706543
	Iteration 16Q: 3 clusters Score -97988.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97990.703125 Penalty: 3429.706543
	Iteration 17Q: 3 clusters Score -97990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97993.375000 Penalty: 3429.706543
	Iteration 18Q: 3 clusters Score -97993.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97996.656250 Penalty: 3429.706543
	Iteration 19Q: 3 clusters Score -97996.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98002.781250 Penalty: 3429.706543
	Iteration 20F: 3 clusters Score -98002.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98006.523438 Penalty: 3429.706543
	Iteration 21Q: 3 clusters Score -98006.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98007.179688 Penalty: 3429.706543
	Iteration 22Q: 3 clusters Score -98007.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98007.179688 Penalty: 3429.706543
	Iteration 23F: 3 clusters Score -98007.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (133769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133769 members 
Entering Unmasked Estep 
Score: -14313562.000000 Penalty: 2927.359619
	Iteration 0F: 2 clusters Score -1.431356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -14224012.000000 Penalty: 5854.719238
	Iteration 0F: 3 clusters Score -1.422401e+07 nChanged 63795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -14260159.000000 Penalty: 5854.719238
	Iteration 1F: 3 clusters Score -1.426016e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -14260767.000000 Penalty: 5854.719238
	Iteration 2Q: 3 clusters Score -1.426077e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -14261570.000000 Penalty: 5854.719238
	Iteration 3Q: 3 clusters Score -1.426157e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -14262227.000000 Penalty: 5854.719238
	Iteration 4Q: 3 clusters Score -1.426223e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -14262982.000000 Penalty: 5854.719238
	Iteration 5Q: 3 clusters Score -1.426298e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -14263731.000000 Penalty: 5854.719238
	Iteration 6Q: 3 clusters Score -1.426373e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -14264983.000000 Penalty: 5854.719238
	Iteration 7Q: 3 clusters Score -1.426498e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -14266569.000000 Penalty: 5854.719238
	Iteration 8Q: 3 clusters Score -1.426657e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -14268493.000000 Penalty: 5854.719238
	Iteration 9Q: 3 clusters Score -1.426849e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -14270822.000000 Penalty: 5854.719238
	Iteration 10Q: 3 clusters Score -1.427082e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -14273576.000000 Penalty: 5854.719238
	Iteration 11Q: 3 clusters Score -1.427358e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -14276652.000000 Penalty: 5854.719238
	Iteration 12Q: 3 clusters Score -1.427665e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -14280453.000000 Penalty: 5854.719238
	Iteration 13Q: 3 clusters Score -1.428045e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -14284667.000000 Penalty: 5854.719238
	Iteration 14Q: 3 clusters Score -1.428467e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -14288775.000000 Penalty: 5854.719238
	Iteration 15Q: 3 clusters Score -1.428878e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -14291891.000000 Penalty: 5854.719238
	Iteration 16Q: 3 clusters Score -1.429189e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -14293939.000000 Penalty: 5854.719238
	Iteration 17Q: 3 clusters Score -1.429394e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -14295291.000000 Penalty: 5854.719238
	Iteration 18Q: 3 clusters Score -1.429529e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -14296239.000000 Penalty: 5854.719238
	Iteration 19Q: 3 clusters Score -1.429624e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -14297141.000000 Penalty: 5854.719238
	Iteration 20F: 3 clusters Score -1.429714e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -14297897.000000 Penalty: 5854.719238
	Iteration 21Q: 3 clusters Score -1.42979e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -14298660.000000 Penalty: 5854.719238
	Iteration 22Q: 3 clusters Score -1.429866e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -14299530.000000 Penalty: 5854.719238
	Iteration 23Q: 3 clusters Score -1.429953e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -14300422.000000 Penalty: 5854.719238
	Iteration 24Q: 3 clusters Score -1.430042e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 115539 members 
Entering Unmasked Estep 
Score: -14301370.000000 Penalty: 5854.719238
	Iteration 25Q: 3 clusters Score -1.430137e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -14302401.000000 Penalty: 5854.719238
	Iteration 26Q: 3 clusters Score -1.43024e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -14303524.000000 Penalty: 5854.719238
	Iteration 27Q: 3 clusters Score -1.430352e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -14304650.000000 Penalty: 5854.719238
	Iteration 28Q: 3 clusters Score -1.430465e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -14305873.000000 Penalty: 5854.719238
	Iteration 29Q: 3 clusters Score -1.430587e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -14307001.000000 Penalty: 5854.719238
	Iteration 30Q: 3 clusters Score -1.4307e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 128116 members 
Entering Unmasked Estep 
Score: -14308061.000000 Penalty: 5854.719238
	Iteration 31Q: 3 clusters Score -1.430806e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 129467 members 
Entering Unmasked Estep 
Score: -14308863.000000 Penalty: 5854.719238
	Iteration 32Q: 3 clusters Score -1.430886e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 130521 members 
Entering Unmasked Estep 
Score: -14309477.000000 Penalty: 5854.719238
	Iteration 33Q: 3 clusters Score -1.430948e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -14309924.000000 Penalty: 5854.719238
	Iteration 34Q: 3 clusters Score -1.430992e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 131797 members 
Entering Unmasked Estep 
Score: -14310236.000000 Penalty: 5854.719238
	Iteration 35Q: 3 clusters Score -1.431024e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 132163 members 
Entering Unmasked Estep 
Score: -14310453.000000 Penalty: 5854.719238
	Iteration 36Q: 3 clusters Score -1.431045e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -14310615.000000 Penalty: 5854.719238
	Iteration 37Q: 3 clusters Score -1.431062e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 132566 members 
Entering Unmasked Estep 
Score: -14310723.000000 Penalty: 5854.719238
	Iteration 38Q: 3 clusters Score -1.431072e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -14310772.000000 Penalty: 5854.719238
	Iteration 39Q: 3 clusters Score -1.431077e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 132757 members 
Entering Unmasked Estep 
Score: -14310825.000000 Penalty: 5854.719238
	Iteration 40F: 3 clusters Score -1.431082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -14310870.000000 Penalty: 5854.719238
	Iteration 41Q: 3 clusters Score -1.431087e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -14310905.000000 Penalty: 5854.719238
	Iteration 42Q: 3 clusters Score -1.43109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -14310930.000000 Penalty: 5854.719238
	Iteration 43Q: 3 clusters Score -1.431093e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -14310965.000000 Penalty: 5854.719238
	Iteration 44Q: 3 clusters Score -1.431096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -14310975.000000 Penalty: 5854.719238
	Iteration 45Q: 3 clusters Score -1.431098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -14310997.000000 Penalty: 5854.719238
	Iteration 46Q: 3 clusters Score -1.4311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 133008 members 
Entering Unmasked Estep 
Score: -14311004.000000 Penalty: 5854.719238
	Iteration 47Q: 3 clusters Score -1.4311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 133027 members 
Entering Unmasked Estep 
Score: -14311018.000000 Penalty: 5854.719238
	Iteration 48Q: 3 clusters Score -1.431102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -14311029.000000 Penalty: 5854.719238
	Iteration 49Q: 3 clusters Score -1.431103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -14311032.000000 Penalty: 5854.719238
	Iteration 50Q: 3 clusters Score -1.431103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 133046 members 
Entering Unmasked Estep 
Score: -14311024.000000 Penalty: 5854.719238
	Iteration 51Q: 3 clusters Score -1.431102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -14311033.000000 Penalty: 5854.719238
	Iteration 52Q: 3 clusters Score -1.431103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -14311035.000000 Penalty: 5854.719238
	Iteration 53Q: 3 clusters Score -1.431104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -14311032.000000 Penalty: 5854.719238
	Iteration 54Q: 3 clusters Score -1.431103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 133058 members 
Entering Unmasked Estep 
Score: -14311036.000000 Penalty: 5854.719238
	Iteration 55Q: 3 clusters Score -1.431104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -14311038.000000 Penalty: 5854.719238
	Iteration 56Q: 3 clusters Score -1.431104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -14311039.000000 Penalty: 5854.719238
	Iteration 57Q: 3 clusters Score -1.431104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -14311037.000000 Penalty: 5854.719238
	Iteration 58Q: 3 clusters Score -1.431104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -14311037.000000 Penalty: 5854.719238
	Iteration 59F: 3 clusters Score -1.431104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Entering Unmasked Estep 
Score: -5025415.000000 Penalty: 2665.478027
	Iteration 0F: 2 clusters Score -5025415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4993846.000000 Penalty: 5330.956055
	Iteration 0F: 3 clusters Score -4993846 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5005708.000000 Penalty: 5330.956055
	Iteration 1F: 3 clusters Score -5005708 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5006224.500000 Penalty: 5330.956055
	Iteration 2Q: 3 clusters Score -5006224 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -5006737.500000 Penalty: 5330.956055
	Iteration 3Q: 3 clusters Score -5006738 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5007244.000000 Penalty: 5330.956055
	Iteration 4Q: 3 clusters Score -5007244 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5007905.000000 Penalty: 5330.956055
	Iteration 5Q: 3 clusters Score -5007905 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5008749.500000 Penalty: 5330.956055
	Iteration 6Q: 3 clusters Score -5008750 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5009816.500000 Penalty: 5330.956055
	Iteration 7Q: 3 clusters Score -5009816 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5011094.500000 Penalty: 5330.956055
	Iteration 8Q: 3 clusters Score -5011094 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5012674.000000 Penalty: 5330.956055
	Iteration 9F: 3 clusters Score -5012674 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5014383.500000 Penalty: 5330.956055
	Iteration 10F: 3 clusters Score -5014384 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -5015953.500000 Penalty: 5330.956055
	Iteration 11F: 3 clusters Score -5015954 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -5017136.000000 Penalty: 5330.956055
	Iteration 12Q: 3 clusters Score -5017136 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5017840.500000 Penalty: 5330.956055
	Iteration 13Q: 3 clusters Score -5017840 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5018187.000000 Penalty: 5330.956055
	Iteration 14Q: 3 clusters Score -5018187 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5018339.000000 Penalty: 5330.956055
	Iteration 15Q: 3 clusters Score -5018339 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5018467.500000 Penalty: 5330.956055
	Iteration 16Q: 3 clusters Score -5018468 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5018570.000000 Penalty: 5330.956055
	Iteration 17Q: 3 clusters Score -5018570 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5018645.500000 Penalty: 5330.956055
	Iteration 18Q: 3 clusters Score -5018646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -5018742.500000 Penalty: 5330.956055
	Iteration 19Q: 3 clusters Score -5018742 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -5018839.500000 Penalty: 5330.956055
	Iteration 20F: 3 clusters Score -5018840 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5018919.500000 Penalty: 5330.956055
	Iteration 21Q: 3 clusters Score -5018920 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5019025.000000 Penalty: 5330.956055
	Iteration 22Q: 3 clusters Score -5019025 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5019112.500000 Penalty: 5330.956055
	Iteration 23Q: 3 clusters Score -5019112 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -5019179.500000 Penalty: 5330.956055
	Iteration 24Q: 3 clusters Score -5019180 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5019264.500000 Penalty: 5330.956055
	Iteration 25Q: 3 clusters Score -5019264 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -5019349.500000 Penalty: 5330.956055
	Iteration 26Q: 3 clusters Score -5019350 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -5019463.000000 Penalty: 5330.956055
	Iteration 27Q: 3 clusters Score -5019463 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5019529.500000 Penalty: 5330.956055
	Iteration 28Q: 3 clusters Score -5019530 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5019626.000000 Penalty: 5330.956055
	Iteration 29Q: 3 clusters Score -5019626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5019703.500000 Penalty: 5330.956055
	Iteration 30Q: 3 clusters Score -5019704 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -5019756.500000 Penalty: 5330.956055
	Iteration 31Q: 3 clusters Score -5019756 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -5019844.500000 Penalty: 5330.956055
	Iteration 32Q: 3 clusters Score -5019844 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5019936.000000 Penalty: 5330.956055
	Iteration 33Q: 3 clusters Score -5019936 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5020022.000000 Penalty: 5330.956055
	Iteration 34Q: 3 clusters Score -5020022 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5020099.000000 Penalty: 5330.956055
	Iteration 35Q: 3 clusters Score -5020099 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -5020193.500000 Penalty: 5330.956055
	Iteration 36Q: 3 clusters Score -5020194 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5020295.500000 Penalty: 5330.956055
	Iteration 37Q: 3 clusters Score -5020296 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5020407.500000 Penalty: 5330.956055
	Iteration 38Q: 3 clusters Score -5020408 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5020527.000000 Penalty: 5330.956055
	Iteration 39Q: 3 clusters Score -5020527 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5020645.000000 Penalty: 5330.956055
	Iteration 40F: 3 clusters Score -5020645 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5020798.500000 Penalty: 5330.956055
	Iteration 41Q: 3 clusters Score -5020798 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5020940.000000 Penalty: 5330.956055
	Iteration 42Q: 3 clusters Score -5020940 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -5021063.500000 Penalty: 5330.956055
	Iteration 43Q: 3 clusters Score -5021064 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -5021258.000000 Penalty: 5330.956055
	Iteration 44Q: 3 clusters Score -5021258 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5021391.000000 Penalty: 5330.956055
	Iteration 45Q: 3 clusters Score -5021391 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5021558.000000 Penalty: 5330.956055
	Iteration 46Q: 3 clusters Score -5021558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5021698.500000 Penalty: 5330.956055
	Iteration 47Q: 3 clusters Score -5021698 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5021846.500000 Penalty: 5330.956055
	Iteration 48Q: 3 clusters Score -5021846 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5021989.000000 Penalty: 5330.956055
	Iteration 49Q: 3 clusters Score -5021989 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -5022134.500000 Penalty: 5330.956055
	Iteration 50Q: 3 clusters Score -5022134 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5022246.000000 Penalty: 5330.956055
	Iteration 51Q: 3 clusters Score -5022246 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5022369.500000 Penalty: 5330.956055
	Iteration 52Q: 3 clusters Score -5022370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -5022460.500000 Penalty: 5330.956055
	Iteration 53Q: 3 clusters Score -5022460 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5022549.500000 Penalty: 5330.956055
	Iteration 54Q: 3 clusters Score -5022550 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -5022631.000000 Penalty: 5330.956055
	Iteration 55Q: 3 clusters Score -5022631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5022701.000000 Penalty: 5330.956055
	Iteration 56Q: 3 clusters Score -5022701 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5022760.500000 Penalty: 5330.956055
	Iteration 57Q: 3 clusters Score -5022760 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -5022807.500000 Penalty: 5330.956055
	Iteration 58Q: 3 clusters Score -5022808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5022842.500000 Penalty: 5330.956055
	Iteration 59Q: 3 clusters Score -5022842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -5022870.000000 Penalty: 5330.956055
	Iteration 60F: 3 clusters Score -5022870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5022914.000000 Penalty: 5330.956055
	Iteration 61Q: 3 clusters Score -5022914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5022939.000000 Penalty: 5330.956055
	Iteration 62Q: 3 clusters Score -5022939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -5022966.000000 Penalty: 5330.956055
	Iteration 63Q: 3 clusters Score -5022966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5022991.000000 Penalty: 5330.956055
	Iteration 64Q: 3 clusters Score -5022991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -5023014.000000 Penalty: 5330.956055
	Iteration 65Q: 3 clusters Score -5023014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -5023035.500000 Penalty: 5330.956055
	Iteration 66Q: 3 clusters Score -5023036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -5023044.000000 Penalty: 5330.956055
	Iteration 67Q: 3 clusters Score -5023044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -5023058.500000 Penalty: 5330.956055
	Iteration 68Q: 3 clusters Score -5023058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -5023078.500000 Penalty: 5330.956055
	Iteration 69Q: 3 clusters Score -5023078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -5023087.500000 Penalty: 5330.956055
	Iteration 70Q: 3 clusters Score -5023088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -5023086.500000 Penalty: 5330.956055
	Iteration 71Q: 3 clusters Score -5023086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -5023095.500000 Penalty: 5330.956055
	Iteration 72Q: 3 clusters Score -5023096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5023096.500000 Penalty: 5330.956055
	Iteration 73Q: 3 clusters Score -5023096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5023095.500000 Penalty: 5330.956055
	Iteration 74Q: 3 clusters Score -5023096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5023103.500000 Penalty: 5330.956055
	Iteration 75Q: 3 clusters Score -5023104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5023105.000000 Penalty: 5330.956055
	Iteration 76Q: 3 clusters Score -5023105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5023102.500000 Penalty: 5330.956055
	Iteration 77Q: 3 clusters Score -5023102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5023109.000000 Penalty: 5330.956055
	Iteration 78Q: 3 clusters Score -5023109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5023108.000000 Penalty: 5330.956055
	Iteration 79Q: 3 clusters Score -5023108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5023107.500000 Penalty: 5330.956055
	Iteration 80F: 3 clusters Score -5023108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -5023109.500000 Penalty: 5330.956055
	Iteration 81Q: 3 clusters Score -5023110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5023111.500000 Penalty: 5330.956055
	Iteration 82Q: 3 clusters Score -5023112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5023111.500000 Penalty: 5330.956055
	Iteration 83F: 3 clusters Score -5023112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -79448.031250 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -79448.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77606.023438 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -77606.02 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77916.453125 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -77916.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78079.007812 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -78079.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78194.656250 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -78194.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78279.187500 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -78279.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78401.289062 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -78401.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78569.523438 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -78569.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78788.445312 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -78788.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78975.898438 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -78975.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79134.093750 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -79134.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79475.929688 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -79475.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79571.929688 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -79571.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79701.664062 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -79701.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -79861.789062 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -79861.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -80068.132812 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -80068.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -80229.601562 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -80229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -80229.601562 Penalty: 3360.014893
	Iteration 16F: 3 clusters Score -80229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 170371 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42793 members 
Mstep: Class 6 contains 45860 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26192 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70095 members 
Mstep: Class 12 contains 252384 members 
Mstep: Class 13 contains 28472 members 
Mstep: Class 14 contains 10690 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331881 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309557 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133769 members 
Mstep: Class 22 contains 46532 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13473 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 568 members 
Entering Unmasked Estep 
Score: -158403984.000000 Penalty: 95332.726562
Splitting cluster 23 changes total score from -158404944.000000 to -158403984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 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 171 members 
Entering Unmasked Estep 
Score: -28227.476562 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28227.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28361.291016 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28361.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28390.156250 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28390.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28394.535156 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28394.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28394.535156 Penalty: 2876.350098
	Iteration 4F: 3 clusters Score -28394.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Entering Unmasked Estep 
Score: -1427492.375000 Penalty: 2358.093750
	Iteration 0F: 2 clusters Score -1427492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1417602.000000 Penalty: 4716.187500
	Iteration 0F: 3 clusters Score -1417602 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1420667.500000 Penalty: 4716.187500
	Iteration 1F: 3 clusters Score -1420668 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1421082.375000 Penalty: 4716.187500
	Iteration 2F: 3 clusters Score -1421082 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1421456.625000 Penalty: 4716.187500
	Iteration 3F: 3 clusters Score -1421457 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1421871.500000 Penalty: 4716.187500
	Iteration 4F: 3 clusters Score -1421872 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1422339.250000 Penalty: 4716.187500
	Iteration 5F: 3 clusters Score -1422339 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1422845.875000 Penalty: 4716.187500
	Iteration 6F: 3 clusters Score -1422846 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1423329.250000 Penalty: 4716.187500
	Iteration 7F: 3 clusters Score -1423329 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1423703.875000 Penalty: 4716.187500
	Iteration 8Q: 3 clusters Score -1423704 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1423985.000000 Penalty: 4716.187500
	Iteration 9Q: 3 clusters Score -1423985 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1424200.250000 Penalty: 4716.187500
	Iteration 10Q: 3 clusters Score -1424200 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1424341.625000 Penalty: 4716.187500
	Iteration 11Q: 3 clusters Score -1424342 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1424437.750000 Penalty: 4716.187500
	Iteration 12Q: 3 clusters Score -1424438 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1424509.125000 Penalty: 4716.187500
	Iteration 13Q: 3 clusters Score -1424509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1424558.750000 Penalty: 4716.187500
	Iteration 14Q: 3 clusters Score -1424559 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1424600.250000 Penalty: 4716.187500
	Iteration 15Q: 3 clusters Score -1424600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1424645.000000 Penalty: 4716.187500
	Iteration 16Q: 3 clusters Score -1424645 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1424680.875000 Penalty: 4716.187500
	Iteration 17Q: 3 clusters Score -1424681 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1424716.875000 Penalty: 4716.187500
	Iteration 18Q: 3 clusters Score -1424717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1424754.250000 Penalty: 4716.187500
	Iteration 19Q: 3 clusters Score -1424754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1424790.125000 Penalty: 4716.187500
	Iteration 20F: 3 clusters Score -1424790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1424812.750000 Penalty: 4716.187500
	Iteration 21Q: 3 clusters Score -1424813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1424840.250000 Penalty: 4716.187500
	Iteration 22Q: 3 clusters Score -1424840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1424861.000000 Penalty: 4716.187500
	Iteration 23Q: 3 clusters Score -1424861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1424873.500000 Penalty: 4716.187500
	Iteration 24Q: 3 clusters Score -1424874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1424891.750000 Penalty: 4716.187500
	Iteration 25Q: 3 clusters Score -1424892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1424905.500000 Penalty: 4716.187500
	Iteration 26Q: 3 clusters Score -1424906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1424917.125000 Penalty: 4716.187500
	Iteration 27Q: 3 clusters Score -1424917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1424938.625000 Penalty: 4716.187500
	Iteration 28Q: 3 clusters Score -1424939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1424963.000000 Penalty: 4716.187500
	Iteration 29Q: 3 clusters Score -1424963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1424983.750000 Penalty: 4716.187500
	Iteration 30Q: 3 clusters Score -1424984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1425000.250000 Penalty: 4716.187500
	Iteration 31Q: 3 clusters Score -1425000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1425022.625000 Penalty: 4716.187500
	Iteration 32Q: 3 clusters Score -1425023 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1425047.000000 Penalty: 4716.187500
	Iteration 33Q: 3 clusters Score -1425047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1425066.125000 Penalty: 4716.187500
	Iteration 34Q: 3 clusters Score -1425066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1425082.750000 Penalty: 4716.187500
	Iteration 35Q: 3 clusters Score -1425083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1425100.625000 Penalty: 4716.187500
	Iteration 36Q: 3 clusters Score -1425101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1425112.875000 Penalty: 4716.187500
	Iteration 37Q: 3 clusters Score -1425113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1425131.125000 Penalty: 4716.187500
	Iteration 38Q: 3 clusters Score -1425131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1425146.750000 Penalty: 4716.187500
	Iteration 39Q: 3 clusters Score -1425147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1425157.250000 Penalty: 4716.187500
	Iteration 40F: 3 clusters Score -1425157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1425175.625000 Penalty: 4716.187500
	Iteration 41Q: 3 clusters Score -1425176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1425184.750000 Penalty: 4716.187500
	Iteration 42Q: 3 clusters Score -1425185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1425200.125000 Penalty: 4716.187500
	Iteration 43Q: 3 clusters Score -1425200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1425213.375000 Penalty: 4716.187500
	Iteration 44Q: 3 clusters Score -1425213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1425218.625000 Penalty: 4716.187500
	Iteration 45Q: 3 clusters Score -1425219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1425225.750000 Penalty: 4716.187500
	Iteration 46Q: 3 clusters Score -1425226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1425234.125000 Penalty: 4716.187500
	Iteration 47Q: 3 clusters Score -1425234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1425239.875000 Penalty: 4716.187500
	Iteration 48Q: 3 clusters Score -1425240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1425242.500000 Penalty: 4716.187500
	Iteration 49Q: 3 clusters Score -1425242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1425248.000000 Penalty: 4716.187500
	Iteration 50Q: 3 clusters Score -1425248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1425251.375000 Penalty: 4716.187500
	Iteration 51Q: 3 clusters Score -1425251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1425255.000000 Penalty: 4716.187500
	Iteration 52Q: 3 clusters Score -1425255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1425258.625000 Penalty: 4716.187500
	Iteration 53Q: 3 clusters Score -1425259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1425261.750000 Penalty: 4716.187500
	Iteration 54Q: 3 clusters Score -1425262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1425261.125000 Penalty: 4716.187500
	Iteration 55Q: 3 clusters Score -1425261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1425265.875000 Penalty: 4716.187500
	Iteration 56Q: 3 clusters Score -1425266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1425269.500000 Penalty: 4716.187500
	Iteration 57Q: 3 clusters Score -1425270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1425273.125000 Penalty: 4716.187500
	Iteration 58Q: 3 clusters Score -1425273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1425272.875000 Penalty: 4716.187500
	Iteration 59Q: 3 clusters Score -1425273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1425274.000000 Penalty: 4716.187500
	Iteration 60F: 3 clusters Score -1425274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1425279.500000 Penalty: 4716.187500
	Iteration 61Q: 3 clusters Score -1425280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1425280.875000 Penalty: 4716.187500
	Iteration 62Q: 3 clusters Score -1425281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1425280.125000 Penalty: 4716.187500
	Iteration 63Q: 3 clusters Score -1425280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1425285.750000 Penalty: 4716.187500
	Iteration 64Q: 3 clusters Score -1425286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1425289.125000 Penalty: 4716.187500
	Iteration 65Q: 3 clusters Score -1425289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1425291.000000 Penalty: 4716.187500
	Iteration 66Q: 3 clusters Score -1425291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1425298.125000 Penalty: 4716.187500
	Iteration 67Q: 3 clusters Score -1425298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1425299.250000 Penalty: 4716.187500
	Iteration 68Q: 3 clusters Score -1425299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1425297.000000 Penalty: 4716.187500
	Iteration 69Q: 3 clusters Score -1425297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1425298.875000 Penalty: 4716.187500
	Iteration 70Q: 3 clusters Score -1425299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1425300.000000 Penalty: 4716.187500
	Iteration 71Q: 3 clusters Score -1425300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1425304.375000 Penalty: 4716.187500
	Iteration 72Q: 3 clusters Score -1425304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1425307.250000 Penalty: 4716.187500
	Iteration 73Q: 3 clusters Score -1425307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1425309.500000 Penalty: 4716.187500
	Iteration 74Q: 3 clusters Score -1425310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1425314.375000 Penalty: 4716.187500
	Iteration 75Q: 3 clusters Score -1425314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1425316.625000 Penalty: 4716.187500
	Iteration 76Q: 3 clusters Score -1425317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1425317.625000 Penalty: 4716.187500
	Iteration 77Q: 3 clusters Score -1425318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1425317.875000 Penalty: 4716.187500
	Iteration 78Q: 3 clusters Score -1425318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1425319.375000 Penalty: 4716.187500
	Iteration 79Q: 3 clusters Score -1425319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1425320.000000 Penalty: 4716.187500
	Iteration 80F: 3 clusters Score -1425320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1425321.125000 Penalty: 4716.187500
	Iteration 81Q: 3 clusters Score -1425321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1425323.875000 Penalty: 4716.187500
	Iteration 82Q: 3 clusters Score -1425324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1425324.375000 Penalty: 4716.187500
	Iteration 83Q: 3 clusters Score -1425324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1425324.625000 Penalty: 4716.187500
	Iteration 84Q: 3 clusters Score -1425325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1425323.000000 Penalty: 4716.187500
	Iteration 85Q: 3 clusters Score -1425323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1425325.750000 Penalty: 4716.187500
	Iteration 86Q: 3 clusters Score -1425326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1425323.250000 Penalty: 4716.187500
	Iteration 87Q: 3 clusters Score -1425323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1425326.625000 Penalty: 4716.187500
	Iteration 88Q: 3 clusters Score -1425327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1425326.625000 Penalty: 4716.187500
	Iteration 89F: 3 clusters Score -1425327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -47576.125000 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -47576.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46059.531250 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -46059.53 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46211.402344 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -46211.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46277.460938 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -46277.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46313.355469 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -46313.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46345.886719 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -46345.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46362.488281 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -46362.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46384.191406 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -46384.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46445.285156 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -46445.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46498.738281 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -46498.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46526.253906 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -46526.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46554.921875 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -46554.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46586.359375 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -46586.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46603.105469 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -46603.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46605.589844 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -46605.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46613.734375 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -46613.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46632.480469 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -46632.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46649.175781 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -46649.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46656.371094 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -46656.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46665.367188 Penalty: 3098.068848
	Iteration 18Q: 3 clusters Score -46665.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46673.785156 Penalty: 3098.068848
	Iteration 19Q: 3 clusters Score -46673.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46686.984375 Penalty: 3098.068848
	Iteration 20F: 3 clusters Score -46686.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46703.148438 Penalty: 3098.068848
	Iteration 21Q: 3 clusters Score -46703.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46722.097656 Penalty: 3098.068848
	Iteration 22Q: 3 clusters Score -46722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46764.671875 Penalty: 3098.068848
	Iteration 23Q: 3 clusters Score -46764.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46805.558594 Penalty: 3098.068848
	Iteration 24Q: 3 clusters Score -46805.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46904.308594 Penalty: 3098.068848
	Iteration 25Q: 3 clusters Score -46904.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47129.953125 Penalty: 3098.068848
	Iteration 26Q: 3 clusters Score -47129.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47442.269531 Penalty: 3098.068848
	Iteration 27Q: 3 clusters Score -47442.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 3098.068848
	Iteration 28Q: 3 clusters Score -47500.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47520.476562 Penalty: 3098.068848
	Iteration 29Q: 3 clusters Score -47520.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47543.316406 Penalty: 3098.068848
	Iteration 30Q: 3 clusters Score -47543.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47550.425781 Penalty: 3098.068848
	Iteration 31F: 3 clusters Score -47550.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47561.703125 Penalty: 3098.068848
	Iteration 32Q: 3 clusters Score -47561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47561.703125 Penalty: 3098.068848
	Iteration 33F: 3 clusters Score -47561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 170371 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42793 members 
Mstep: Class 6 contains 45860 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26192 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70095 members 
Mstep: Class 12 contains 252384 members 
Mstep: Class 13 contains 28472 members 
Mstep: Class 14 contains 10690 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331881 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309557 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133769 members 
Mstep: Class 22 contains 46532 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13473 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405200.000000 Penalty: 91801.890625
Iteration 199Q: 27 clusters Score -1.584052e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 170244 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42829 members 
Mstep: Class 6 contains 46040 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26182 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70198 members 
Mstep: Class 12 contains 252064 members 
Mstep: Class 13 contains 28474 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 331932 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309644 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133740 members 
Mstep: Class 22 contains 46598 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13462 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405568.000000 Penalty: 91801.890625
Iteration 200F: 27 clusters Score -1.584056e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 170090 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42860 members 
Mstep: Class 6 contains 46213 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26164 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70298 members 
Mstep: Class 12 contains 251725 members 
Mstep: Class 13 contains 28478 members 
Mstep: Class 14 contains 10696 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 332017 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309781 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133714 members 
Mstep: Class 22 contains 46645 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13447 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405616.000000 Penalty: 91801.890625
Iteration 201Q: 27 clusters Score -1.584056e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 169938 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42901 members 
Mstep: Class 6 contains 46371 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26155 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70410 members 
Mstep: Class 12 contains 251376 members 
Mstep: Class 13 contains 28473 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 332078 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 309994 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133653 members 
Mstep: Class 22 contains 46691 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405376.000000 Penalty: 91801.890625
Iteration 202Q: 27 clusters Score -1.584054e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 169792 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42936 members 
Mstep: Class 6 contains 46527 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26141 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70526 members 
Mstep: Class 12 contains 251041 members 
Mstep: Class 13 contains 28477 members 
Mstep: Class 14 contains 10699 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 332099 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 310226 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133584 members 
Mstep: Class 22 contains 46747 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13415 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405680.000000 Penalty: 91801.890625
Iteration 203Q: 27 clusters Score -1.584057e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 169643 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 42979 members 
Mstep: Class 6 contains 46697 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26125 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70646 members 
Mstep: Class 12 contains 250724 members 
Mstep: Class 13 contains 28465 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 332086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 310494 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133524 members 
Mstep: Class 22 contains 46786 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13393 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406416.000000 Penalty: 91801.890625
Iteration 204Q: 27 clusters Score -1.584064e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 169468 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43031 members 
Mstep: Class 6 contains 46882 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26103 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70707 members 
Mstep: Class 12 contains 250416 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 10699 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 332143 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 310745 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 133462 members 
Mstep: Class 22 contains 46824 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13359 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406560.000000 Penalty: 91801.890625
Iteration 205Q: 27 clusters Score -1.584066e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 169308 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43088 members 
Mstep: Class 6 contains 47070 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26074 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70795 members 
Mstep: Class 12 contains 250143 members 
Mstep: Class 13 contains 28467 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 332160 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 310964 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 133407 members 
Mstep: Class 22 contains 46846 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406720.000000 Penalty: 91801.890625
Iteration 206Q: 27 clusters Score -1.584067e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 169144 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 47287 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26061 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70872 members 
Mstep: Class 12 contains 249827 members 
Mstep: Class 13 contains 28461 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 332195 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 311213 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 133331 members 
Mstep: Class 22 contains 46852 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406960.000000 Penalty: 91801.890625
Iteration 207Q: 27 clusters Score -1.58407e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 168968 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 47500 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26034 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70942 members 
Mstep: Class 12 contains 249509 members 
Mstep: Class 13 contains 28461 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 332291 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 311409 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 133283 members 
Mstep: Class 22 contains 46866 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13282 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406768.000000 Penalty: 91801.890625
Iteration 208Q: 27 clusters Score -1.584068e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 168793 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26022 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71014 members 
Mstep: Class 12 contains 249234 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 332347 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 311609 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 133237 members 
Mstep: Class 22 contains 46891 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13244 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406416.000000 Penalty: 91801.890625
Iteration 209Q: 27 clusters Score -1.584064e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 168633 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 47894 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 26003 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71117 members 
Mstep: Class 12 contains 248957 members 
Mstep: Class 13 contains 28465 members 
Mstep: Class 14 contains 10694 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 332422 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 311794 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 133174 members 
Mstep: Class 22 contains 46920 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13203 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406464.000000 Penalty: 91801.890625
Iteration 210Q: 27 clusters Score -1.584065e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 168457 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43228 members 
Mstep: Class 6 contains 48049 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71241 members 
Mstep: Class 12 contains 248690 members 
Mstep: Class 13 contains 28463 members 
Mstep: Class 14 contains 10691 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332457 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 311981 members 
Mstep: Class 19 contains 7121 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 133123 members 
Mstep: Class 22 contains 46965 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13171 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406624.000000 Penalty: 91801.890625
Iteration 211Q: 27 clusters Score -1.584066e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 168309 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43247 members 
Mstep: Class 6 contains 48198 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71353 members 
Mstep: Class 12 contains 248389 members 
Mstep: Class 13 contains 28455 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332513 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 312168 members 
Mstep: Class 19 contains 7119 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 133082 members 
Mstep: Class 22 contains 46997 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13141 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406352.000000 Penalty: 91801.890625
Iteration 212Q: 27 clusters Score -1.584064e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 168188 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43259 members 
Mstep: Class 6 contains 48334 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25979 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71451 members 
Mstep: Class 12 contains 248065 members 
Mstep: Class 13 contains 28458 members 
Mstep: Class 14 contains 10691 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332540 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 312445 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 133030 members 
Mstep: Class 22 contains 47022 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13095 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406768.000000 Penalty: 91801.890625
Iteration 213Q: 27 clusters Score -1.584068e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 168054 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43270 members 
Mstep: Class 6 contains 48483 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25968 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71550 members 
Mstep: Class 12 contains 247747 members 
Mstep: Class 13 contains 28451 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332566 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 312711 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132956 members 
Mstep: Class 22 contains 47055 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13053 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407120.000000 Penalty: 91801.890625
Iteration 214Q: 27 clusters Score -1.584071e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 167917 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43275 members 
Mstep: Class 6 contains 48608 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71639 members 
Mstep: Class 12 contains 247414 members 
Mstep: Class 13 contains 28447 members 
Mstep: Class 14 contains 10693 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332617 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 312978 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132892 members 
Mstep: Class 22 contains 47094 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13027 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406464.000000 Penalty: 91801.890625
Iteration 215Q: 27 clusters Score -1.584065e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 167771 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43286 members 
Mstep: Class 6 contains 48740 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71739 members 
Mstep: Class 12 contains 247092 members 
Mstep: Class 13 contains 28450 members 
Mstep: Class 14 contains 10700 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332597 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 313259 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132831 members 
Mstep: Class 22 contains 47132 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13009 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407232.000000 Penalty: 91801.890625
Iteration 216Q: 27 clusters Score -1.584072e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 167638 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43323 members 
Mstep: Class 6 contains 48853 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25944 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71858 members 
Mstep: Class 12 contains 246744 members 
Mstep: Class 13 contains 28454 members 
Mstep: Class 14 contains 10699 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332582 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 313569 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132779 members 
Mstep: Class 22 contains 47161 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12969 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406960.000000 Penalty: 91801.890625
Iteration 217Q: 27 clusters Score -1.58407e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 167525 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43348 members 
Mstep: Class 6 contains 48953 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25927 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71964 members 
Mstep: Class 12 contains 246396 members 
Mstep: Class 13 contains 28451 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332493 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 313930 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132738 members 
Mstep: Class 22 contains 47206 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12952 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407424.000000 Penalty: 91801.890625
Iteration 218Q: 27 clusters Score -1.584074e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 167430 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43378 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25910 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72115 members 
Mstep: Class 12 contains 246067 members 
Mstep: Class 13 contains 28450 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332422 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 314209 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132701 members 
Mstep: Class 22 contains 47231 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407424.000000 Penalty: 91801.890625
Iteration 219Q: 27 clusters Score -1.584074e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 167305 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43397 members 
Mstep: Class 6 contains 49128 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25884 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72255 members 
Mstep: Class 12 contains 245721 members 
Mstep: Class 13 contains 28452 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332408 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 314491 members 
Mstep: Class 19 contains 7179 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132670 members 
Mstep: Class 22 contains 47260 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12922 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407392.000000 Penalty: 91801.890625
Iteration 220F: 27 clusters Score -1.584074e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 167194 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43398 members 
Mstep: Class 6 contains 49217 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25871 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72364 members 
Mstep: Class 12 contains 245328 members 
Mstep: Class 13 contains 28448 members 
Mstep: Class 14 contains 10693 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332469 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 314772 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132643 members 
Mstep: Class 22 contains 47288 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407264.000000 Penalty: 91801.890625
Iteration 221Q: 27 clusters Score -1.584073e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 167077 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43414 members 
Mstep: Class 6 contains 49304 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25836 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72481 members 
Mstep: Class 12 contains 244916 members 
Mstep: Class 13 contains 28452 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332609 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 314984 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132601 members 
Mstep: Class 22 contains 47332 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12906 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407968.000000 Penalty: 91801.890625
Iteration 222Q: 27 clusters Score -1.58408e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 166978 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43437 members 
Mstep: Class 6 contains 49385 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25806 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72584 members 
Mstep: Class 12 contains 244463 members 
Mstep: Class 13 contains 28462 members 
Mstep: Class 14 contains 10686 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 332798 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 315182 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132559 members 
Mstep: Class 22 contains 47364 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12907 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407968.000000 Penalty: 91801.890625
Iteration 223Q: 27 clusters Score -1.58408e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 166890 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43463 members 
Mstep: Class 6 contains 49468 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25789 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72703 members 
Mstep: Class 12 contains 244021 members 
Mstep: Class 13 contains 28468 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 332847 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 315436 members 
Mstep: Class 19 contains 7234 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132537 members 
Mstep: Class 22 contains 47410 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12905 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408496.000000 Penalty: 91801.890625
Iteration 224Q: 27 clusters Score -1.584085e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 166757 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43507 members 
Mstep: Class 6 contains 49561 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25770 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72791 members 
Mstep: Class 12 contains 243597 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 10687 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 333028 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 315625 members 
Mstep: Class 19 contains 7244 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 132511 members 
Mstep: Class 22 contains 47454 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12891 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408256.000000 Penalty: 91801.890625
Iteration 225Q: 27 clusters Score -1.584083e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 166625 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43535 members 
Mstep: Class 6 contains 49645 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25757 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72886 members 
Mstep: Class 12 contains 243149 members 
Mstep: Class 13 contains 28458 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 333301 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 315805 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132449 members 
Mstep: Class 22 contains 47487 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12879 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407936.000000 Penalty: 91801.890625
Iteration 226Q: 27 clusters Score -1.584079e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 166512 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43576 members 
Mstep: Class 6 contains 49735 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72995 members 
Mstep: Class 12 contains 242691 members 
Mstep: Class 13 contains 28463 members 
Mstep: Class 14 contains 10685 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 333539 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 315984 members 
Mstep: Class 19 contains 7256 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132388 members 
Mstep: Class 22 contains 47522 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12870 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407968.000000 Penalty: 91801.890625
Iteration 227Q: 27 clusters Score -1.58408e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 166414 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43620 members 
Mstep: Class 6 contains 49819 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73111 members 
Mstep: Class 12 contains 242191 members 
Mstep: Class 13 contains 28464 members 
Mstep: Class 14 contains 10681 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 333718 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 316234 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132355 members 
Mstep: Class 22 contains 47550 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408032.000000 Penalty: 91801.890625
Iteration 228Q: 27 clusters Score -1.58408e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 166328 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43646 members 
Mstep: Class 6 contains 49910 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25710 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73202 members 
Mstep: Class 12 contains 241732 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 10677 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 333928 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 316440 members 
Mstep: Class 19 contains 7258 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132314 members 
Mstep: Class 22 contains 47576 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407456.000000 Penalty: 91801.890625
Iteration 229Q: 27 clusters Score -1.584075e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 166252 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43676 members 
Mstep: Class 6 contains 50009 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25696 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73281 members 
Mstep: Class 12 contains 241232 members 
Mstep: Class 13 contains 28464 members 
Mstep: Class 14 contains 10689 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 334142 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 316646 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132271 members 
Mstep: Class 22 contains 47608 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12833 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407904.000000 Penalty: 91801.890625
Iteration 230Q: 27 clusters Score -1.584079e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 166159 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43714 members 
Mstep: Class 6 contains 50099 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25679 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73376 members 
Mstep: Class 12 contains 240732 members 
Mstep: Class 13 contains 28468 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 334305 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 316855 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132245 members 
Mstep: Class 22 contains 47671 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408016.000000 Penalty: 91801.890625
Iteration 231Q: 27 clusters Score -1.58408e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 166042 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43740 members 
Mstep: Class 6 contains 50196 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25653 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73463 members 
Mstep: Class 12 contains 240242 members 
Mstep: Class 13 contains 28468 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 334545 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 317028 members 
Mstep: Class 19 contains 7267 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132201 members 
Mstep: Class 22 contains 47741 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408496.000000 Penalty: 91801.890625
Iteration 232Q: 27 clusters Score -1.584085e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 165912 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43793 members 
Mstep: Class 6 contains 50289 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25622 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73563 members 
Mstep: Class 12 contains 239719 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 14 contains 10706 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 334754 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 317242 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132161 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12811 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408944.000000 Penalty: 91801.890625
Iteration 233Q: 27 clusters Score -1.584089e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 165777 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43866 members 
Mstep: Class 6 contains 50382 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25590 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73652 members 
Mstep: Class 12 contains 239217 members 
Mstep: Class 13 contains 28453 members 
Mstep: Class 14 contains 10704 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 334943 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 317432 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132118 members 
Mstep: Class 22 contains 47899 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12809 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409408.000000 Penalty: 91801.890625
Iteration 234Q: 27 clusters Score -1.584094e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 165640 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 43942 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25554 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73754 members 
Mstep: Class 12 contains 238698 members 
Mstep: Class 13 contains 28452 members 
Mstep: Class 14 contains 10708 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 335135 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 317641 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 132063 members 
Mstep: Class 22 contains 47982 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12810 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409472.000000 Penalty: 91801.890625
Iteration 235Q: 27 clusters Score -1.584095e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 165500 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44029 members 
Mstep: Class 6 contains 50561 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25515 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73837 members 
Mstep: Class 12 contains 238186 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 10714 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 335396 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 317853 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 131986 members 
Mstep: Class 22 contains 48040 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410032.000000 Penalty: 91801.890625
Iteration 236Q: 27 clusters Score -1.5841e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 165337 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44147 members 
Mstep: Class 6 contains 50648 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25493 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73909 members 
Mstep: Class 12 contains 237669 members 
Mstep: Class 13 contains 28441 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 335570 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 318143 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131898 members 
Mstep: Class 22 contains 48099 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409856.000000 Penalty: 91801.890625
Iteration 237Q: 27 clusters Score -1.584099e+08 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 165185 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 50718 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25456 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73995 members 
Mstep: Class 12 contains 237107 members 
Mstep: Class 13 contains 28437 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 335844 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 318382 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131845 members 
Mstep: Class 22 contains 48155 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409712.000000 Penalty: 91801.890625
Iteration 238Q: 27 clusters Score -1.584097e+08 nChanged 3768
Entering ConstructFrom: 
Score: -158409712.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (23506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Entering Unmasked Estep 
Score: -2542250.750000 Penalty: 2496.122803
	Iteration 0F: 2 clusters Score -2542251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2525833.500000 Penalty: 4992.245605
	Iteration 0F: 3 clusters Score -2525834 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2531496.500000 Penalty: 4992.245605
	Iteration 1F: 3 clusters Score -2531496 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2531881.750000 Penalty: 4992.245605
	Iteration 2Q: 3 clusters Score -2531882 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2532222.000000 Penalty: 4992.245605
	Iteration 3Q: 3 clusters Score -2532222 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2532542.750000 Penalty: 4992.245605
	Iteration 4Q: 3 clusters Score -2532543 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2532931.750000 Penalty: 4992.245605
	Iteration 5Q: 3 clusters Score -2532932 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2533420.750000 Penalty: 4992.245605
	Iteration 6Q: 3 clusters Score -2533421 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2534070.750000 Penalty: 4992.245605
	Iteration 7Q: 3 clusters Score -2534071 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2534861.250000 Penalty: 4992.245605
	Iteration 8Q: 3 clusters Score -2534861 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2535740.500000 Penalty: 4992.245605
	Iteration 9Q: 3 clusters Score -2535740 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2536648.500000 Penalty: 4992.245605
	Iteration 10Q: 3 clusters Score -2536648 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2537479.750000 Penalty: 4992.245605
	Iteration 11Q: 3 clusters Score -2537480 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2538178.250000 Penalty: 4992.245605
	Iteration 12Q: 3 clusters Score -2538178 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2538718.750000 Penalty: 4992.245605
	Iteration 13Q: 3 clusters Score -2538719 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2539081.250000 Penalty: 4992.245605
	Iteration 14Q: 3 clusters Score -2539081 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2539304.500000 Penalty: 4992.245605
	Iteration 15Q: 3 clusters Score -2539304 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2539457.750000 Penalty: 4992.245605
	Iteration 16Q: 3 clusters Score -2539458 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2539583.750000 Penalty: 4992.245605
	Iteration 17Q: 3 clusters Score -2539584 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2539681.500000 Penalty: 4992.245605
	Iteration 18Q: 3 clusters Score -2539682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2539764.250000 Penalty: 4992.245605
	Iteration 19Q: 3 clusters Score -2539764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2539828.000000 Penalty: 4992.245605
	Iteration 20F: 3 clusters Score -2539828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2539878.750000 Penalty: 4992.245605
	Iteration 21Q: 3 clusters Score -2539879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2539916.250000 Penalty: 4992.245605
	Iteration 22Q: 3 clusters Score -2539916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2539935.000000 Penalty: 4992.245605
	Iteration 23Q: 3 clusters Score -2539935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2539963.500000 Penalty: 4992.245605
	Iteration 24Q: 3 clusters Score -2539964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2539980.250000 Penalty: 4992.245605
	Iteration 25Q: 3 clusters Score -2539980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2539998.500000 Penalty: 4992.245605
	Iteration 26Q: 3 clusters Score -2539998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2540019.250000 Penalty: 4992.245605
	Iteration 27Q: 3 clusters Score -2540019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2540027.500000 Penalty: 4992.245605
	Iteration 28Q: 3 clusters Score -2540028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2540041.000000 Penalty: 4992.245605
	Iteration 29Q: 3 clusters Score -2540041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2540059.500000 Penalty: 4992.245605
	Iteration 30Q: 3 clusters Score -2540060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2540065.250000 Penalty: 4992.245605
	Iteration 31Q: 3 clusters Score -2540065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2540069.250000 Penalty: 4992.245605
	Iteration 32Q: 3 clusters Score -2540069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2540075.750000 Penalty: 4992.245605
	Iteration 33Q: 3 clusters Score -2540076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2540077.250000 Penalty: 4992.245605
	Iteration 34Q: 3 clusters Score -2540077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2540078.750000 Penalty: 4992.245605
	Iteration 35Q: 3 clusters Score -2540079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2540085.500000 Penalty: 4992.245605
	Iteration 36Q: 3 clusters Score -2540086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2540085.500000 Penalty: 4992.245605
	Iteration 37F: 3 clusters Score -2540086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -105557.203125 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -105557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103522.812500 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -103522.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -103838.640625 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -103838.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103940.507812 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -103940.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103981.179688 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -103981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104002.039062 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -104002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104016.492188 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -104016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104022.984375 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -104023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104026.140625 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -104026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104027.343750 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -104027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104030.015625 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -104030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104032.000000 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -104032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104032.000000 Penalty: 3471.260742
	Iteration 11F: 3 clusters Score -104032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Entering Unmasked Estep 
Score: -17658184.000000 Penalty: 2979.375244
	Iteration 0F: 2 clusters Score -1.765818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -17547668.000000 Penalty: 5958.750488
	Iteration 0F: 3 clusters Score -1.754767e+07 nChanged 78818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -17594552.000000 Penalty: 5958.750488
	Iteration 1F: 3 clusters Score -1.759455e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -17595814.000000 Penalty: 5958.750488
	Iteration 2Q: 3 clusters Score -1.759581e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -17597254.000000 Penalty: 5958.750488
	Iteration 3Q: 3 clusters Score -1.759725e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -17599212.000000 Penalty: 5958.750488
	Iteration 4Q: 3 clusters Score -1.759921e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -17601704.000000 Penalty: 5958.750488
	Iteration 5Q: 3 clusters Score -1.76017e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -17605568.000000 Penalty: 5958.750488
	Iteration 6Q: 3 clusters Score -1.760557e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -17611588.000000 Penalty: 5958.750488
	Iteration 7F: 3 clusters Score -1.761159e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 124579 members 
Entering Unmasked Estep 
Score: -17620700.000000 Penalty: 5958.750488
	Iteration 8F: 3 clusters Score -1.76207e+07 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -17632088.000000 Penalty: 5958.750488
	Iteration 9F: 3 clusters Score -1.763209e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 149347 members 
Entering Unmasked Estep 
Score: -17642672.000000 Penalty: 5958.750488
	Iteration 10F: 3 clusters Score -1.764267e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -17649806.000000 Penalty: 5958.750488
	Iteration 11Q: 3 clusters Score -1.764981e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -17653250.000000 Penalty: 5958.750488
	Iteration 12Q: 3 clusters Score -1.765325e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -17654552.000000 Penalty: 5958.750488
	Iteration 13Q: 3 clusters Score -1.765455e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -17655170.000000 Penalty: 5958.750488
	Iteration 14Q: 3 clusters Score -1.765517e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -17655400.000000 Penalty: 5958.750488
	Iteration 15Q: 3 clusters Score -1.76554e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -17655492.000000 Penalty: 5958.750488
	Iteration 16Q: 3 clusters Score -1.765549e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 164424 members 
Entering Unmasked Estep 
Score: -17655572.000000 Penalty: 5958.750488
	Iteration 17Q: 3 clusters Score -1.765557e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -17655582.000000 Penalty: 5958.750488
	Iteration 18Q: 3 clusters Score -1.765558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 164473 members 
Entering Unmasked Estep 
Score: -17655636.000000 Penalty: 5958.750488
	Iteration 19Q: 3 clusters Score -1.765564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
Score: -17655674.000000 Penalty: 5958.750488
	Iteration 20F: 3 clusters Score -1.765567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -17655684.000000 Penalty: 5958.750488
	Iteration 21Q: 3 clusters Score -1.765568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -17655706.000000 Penalty: 5958.750488
	Iteration 22Q: 3 clusters Score -1.765571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 164512 members 
Entering Unmasked Estep 
Score: -17655708.000000 Penalty: 5958.750488
	Iteration 23Q: 3 clusters Score -1.765571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -17655708.000000 Penalty: 5958.750488
	Iteration 24Q: 3 clusters Score -1.765571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -17655710.000000 Penalty: 5958.750488
	Iteration 25Q: 3 clusters Score -1.765571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -17655714.000000 Penalty: 5958.750488
	Iteration 26Q: 3 clusters Score -1.765571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -17655728.000000 Penalty: 5958.750488
	Iteration 27Q: 3 clusters Score -1.765573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -17655728.000000 Penalty: 5958.750488
	Iteration 28F: 3 clusters Score -1.765573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -18280.779297 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -18280.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17106.128906 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -17106.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17155.564453 Penalty: 2679.728027
	Iteration 1Q: 3 clusters Score -17155.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17181.851562 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -17181.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17188.990234 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -17188.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17188.990234 Penalty: 2679.728027
	Iteration 4F: 3 clusters Score -17188.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Entering Unmasked Estep 
Score: -4790332.500000 Penalty: 2653.472168
	Iteration 0F: 2 clusters Score -4790332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4760377.000000 Penalty: 5306.944336
	Iteration 0F: 3 clusters Score -4760377 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4771578.500000 Penalty: 5306.944336
	Iteration 1F: 3 clusters Score -4771578 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4772148.000000 Penalty: 5306.944336
	Iteration 2Q: 3 clusters Score -4772148 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4772766.000000 Penalty: 5306.944336
	Iteration 3Q: 3 clusters Score -4772766 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4773632.000000 Penalty: 5306.944336
	Iteration 4Q: 3 clusters Score -4773632 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4775085.500000 Penalty: 5306.944336
	Iteration 5F: 3 clusters Score -4775086 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4777414.500000 Penalty: 5306.944336
	Iteration 6F: 3 clusters Score -4777414 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4780658.000000 Penalty: 5306.944336
	Iteration 7F: 3 clusters Score -4780658 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4783827.000000 Penalty: 5306.944336
	Iteration 8F: 3 clusters Score -4783827 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -4785947.500000 Penalty: 5306.944336
	Iteration 9F: 3 clusters Score -4785948 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -4787200.000000 Penalty: 5306.944336
	Iteration 10Q: 3 clusters Score -4787200 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4787888.000000 Penalty: 5306.944336
	Iteration 11Q: 3 clusters Score -4787888 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -4788207.500000 Penalty: 5306.944336
	Iteration 12Q: 3 clusters Score -4788208 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4788323.500000 Penalty: 5306.944336
	Iteration 13Q: 3 clusters Score -4788324 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -4788412.000000 Penalty: 5306.944336
	Iteration 14Q: 3 clusters Score -4788412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -4788463.500000 Penalty: 5306.944336
	Iteration 15Q: 3 clusters Score -4788464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -4788484.500000 Penalty: 5306.944336
	Iteration 16Q: 3 clusters Score -4788484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -4788491.000000 Penalty: 5306.944336
	Iteration 17Q: 3 clusters Score -4788491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4788498.500000 Penalty: 5306.944336
	Iteration 18Q: 3 clusters Score -4788498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -4788507.500000 Penalty: 5306.944336
	Iteration 19Q: 3 clusters Score -4788508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -4788518.500000 Penalty: 5306.944336
	Iteration 20F: 3 clusters Score -4788518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -4788516.000000 Penalty: 5306.944336
	Iteration 21Q: 3 clusters Score -4788516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -4788511.500000 Penalty: 5306.944336
	Iteration 22Q: 3 clusters Score -4788512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -4788511.000000 Penalty: 5306.944336
	Iteration 23Q: 3 clusters Score -4788511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4788513.500000 Penalty: 5306.944336
	Iteration 24Q: 3 clusters Score -4788514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -4788517.000000 Penalty: 5306.944336
	Iteration 25Q: 3 clusters Score -4788517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -4788515.000000 Penalty: 5306.944336
	Iteration 26Q: 3 clusters Score -4788515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -4788515.500000 Penalty: 5306.944336
	Iteration 27Q: 3 clusters Score -4788516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -4788515.000000 Penalty: 5306.944336
	Iteration 28Q: 3 clusters Score -4788515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4788519.000000 Penalty: 5306.944336
	Iteration 29Q: 3 clusters Score -4788519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -4788514.000000 Penalty: 5306.944336
	Iteration 30Q: 3 clusters Score -4788514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4788514.000000 Penalty: 5306.944336
	Iteration 31Q: 3 clusters Score -4788514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4788514.000000 Penalty: 5306.944336
	Iteration 32F: 3 clusters Score -4788514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Entering Unmasked Estep 
Score: -5153560.000000 Penalty: 2687.207520
	Iteration 0F: 2 clusters Score -5153560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -5119394.000000 Penalty: 5374.415039
	Iteration 0F: 3 clusters Score -5119394 nChanged 23552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -5132606.000000 Penalty: 5374.415039
	Iteration 1F: 3 clusters Score -5132606 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -5133224.000000 Penalty: 5374.415039
	Iteration 2Q: 3 clusters Score -5133224 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5133921.000000 Penalty: 5374.415039
	Iteration 3Q: 3 clusters Score -5133921 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5134790.500000 Penalty: 5374.415039
	Iteration 4Q: 3 clusters Score -5134790 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -5136076.000000 Penalty: 5374.415039
	Iteration 5Q: 3 clusters Score -5136076 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -5137985.500000 Penalty: 5374.415039
	Iteration 6F: 3 clusters Score -5137986 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5140616.500000 Penalty: 5374.415039
	Iteration 7F: 3 clusters Score -5140616 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5143821.000000 Penalty: 5374.415039
	Iteration 8F: 3 clusters Score -5143821 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -5147072.500000 Penalty: 5374.415039
	Iteration 9F: 3 clusters Score -5147072 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -5149269.000000 Penalty: 5374.415039
	Iteration 10Q: 3 clusters Score -5149269 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -5150341.500000 Penalty: 5374.415039
	Iteration 11Q: 3 clusters Score -5150342 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -5150777.500000 Penalty: 5374.415039
	Iteration 12Q: 3 clusters Score -5150778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -5150952.500000 Penalty: 5374.415039
	Iteration 13Q: 3 clusters Score -5150952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5151072.000000 Penalty: 5374.415039
	Iteration 14Q: 3 clusters Score -5151072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -5151135.500000 Penalty: 5374.415039
	Iteration 15Q: 3 clusters Score -5151136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -5151176.000000 Penalty: 5374.415039
	Iteration 16Q: 3 clusters Score -5151176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -5151199.500000 Penalty: 5374.415039
	Iteration 17Q: 3 clusters Score -5151200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -5151212.500000 Penalty: 5374.415039
	Iteration 18Q: 3 clusters Score -5151212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5151220.000000 Penalty: 5374.415039
	Iteration 19Q: 3 clusters Score -5151220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -5151228.000000 Penalty: 5374.415039
	Iteration 20F: 3 clusters Score -5151228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -5151241.000000 Penalty: 5374.415039
	Iteration 21Q: 3 clusters Score -5151241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -5151246.500000 Penalty: 5374.415039
	Iteration 22Q: 3 clusters Score -5151246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -5151247.000000 Penalty: 5374.415039
	Iteration 23Q: 3 clusters Score -5151247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -5151250.500000 Penalty: 5374.415039
	Iteration 24Q: 3 clusters Score -5151250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -5151250.500000 Penalty: 5374.415039
	Iteration 25F: 3 clusters Score -5151250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -234495.859375 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -234495.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231629.406250 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -231629.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232153.765625 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -232153.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232289.593750 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -232289.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -232392.656250 Penalty: 3835.906982
	Iteration 3F: 3 clusters Score -232392.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -232487.640625 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -232487.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -232579.375000 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -232579.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -232672.828125 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -232672.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232776.593750 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -232776.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -232878.812500 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -232878.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -232961.937500 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -232961.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -233056.843750 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -233056.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233154.468750 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -233154.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -233251.937500 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -233251.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -233382.843750 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -233382.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -233612.765625 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -233612.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -233847.609375 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -233847.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -233983.328125 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -233983.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -234088.484375 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -234088.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -234150.375000 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -234150.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -234184.421875 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -234184.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -234206.078125 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -234206.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -234221.265625 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -234221.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -234253.218750 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -234253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -234264.453125 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -234264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -234269.015625 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -234269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -234272.218750 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -234272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -234273.921875 Penalty: 3835.906982
	Iteration 26Q: 3 clusters Score -234273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -234275.578125 Penalty: 3835.906982
	Iteration 27Q: 3 clusters Score -234275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -234276.796875 Penalty: 3835.906982
	Iteration 28Q: 3 clusters Score -234276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -234276.796875 Penalty: 3835.906982
	Iteration 29F: 3 clusters Score -234276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 169 members 
Entering Unmasked Estep 
Score: -24603.097656 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24603.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24718.574219 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24718.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24766.382812 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24766.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24788.757812 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24788.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24801.214844 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24801.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24801.214844 Penalty: 2865.715576
	Iteration 5F: 3 clusters Score -24801.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Entering Unmasked Estep 
Score: -2750331.500000 Penalty: 2515.653320
	Iteration 0F: 2 clusters Score -2750332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2732733.500000 Penalty: 5031.306641
	Iteration 0F: 3 clusters Score -2732734 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2738925.000000 Penalty: 5031.306641
	Iteration 1F: 3 clusters Score -2738925 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2739363.250000 Penalty: 5031.306641
	Iteration 2F: 3 clusters Score -2739363 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2739793.750000 Penalty: 5031.306641
	Iteration 3Q: 3 clusters Score -2739794 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2740274.000000 Penalty: 5031.306641
	Iteration 4Q: 3 clusters Score -2740274 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2740798.750000 Penalty: 5031.306641
	Iteration 5Q: 3 clusters Score -2740799 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2741465.000000 Penalty: 5031.306641
	Iteration 6Q: 3 clusters Score -2741465 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2742400.500000 Penalty: 5031.306641
	Iteration 7F: 3 clusters Score -2742400 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2743614.500000 Penalty: 5031.306641
	Iteration 8F: 3 clusters Score -2743614 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2745014.250000 Penalty: 5031.306641
	Iteration 9F: 3 clusters Score -2745014 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2746050.000000 Penalty: 5031.306641
	Iteration 10F: 3 clusters Score -2746050 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2746576.000000 Penalty: 5031.306641
	Iteration 11Q: 3 clusters Score -2746576 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2746832.250000 Penalty: 5031.306641
	Iteration 12Q: 3 clusters Score -2746832 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2747017.750000 Penalty: 5031.306641
	Iteration 13Q: 3 clusters Score -2747018 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2747158.500000 Penalty: 5031.306641
	Iteration 14Q: 3 clusters Score -2747158 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2747247.500000 Penalty: 5031.306641
	Iteration 15Q: 3 clusters Score -2747248 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2747343.250000 Penalty: 5031.306641
	Iteration 16Q: 3 clusters Score -2747343 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2747425.500000 Penalty: 5031.306641
	Iteration 17Q: 3 clusters Score -2747426 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2747495.250000 Penalty: 5031.306641
	Iteration 18Q: 3 clusters Score -2747495 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2747566.750000 Penalty: 5031.306641
	Iteration 19Q: 3 clusters Score -2747567 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2747633.500000 Penalty: 5031.306641
	Iteration 20F: 3 clusters Score -2747634 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2747670.000000 Penalty: 5031.306641
	Iteration 21Q: 3 clusters Score -2747670 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2747728.750000 Penalty: 5031.306641
	Iteration 22Q: 3 clusters Score -2747729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2747756.500000 Penalty: 5031.306641
	Iteration 23Q: 3 clusters Score -2747756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2747801.250000 Penalty: 5031.306641
	Iteration 24Q: 3 clusters Score -2747801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2747835.750000 Penalty: 5031.306641
	Iteration 25Q: 3 clusters Score -2747836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2747877.750000 Penalty: 5031.306641
	Iteration 26Q: 3 clusters Score -2747878 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2747915.250000 Penalty: 5031.306641
	Iteration 27Q: 3 clusters Score -2747915 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2747946.000000 Penalty: 5031.306641
	Iteration 28Q: 3 clusters Score -2747946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2747979.250000 Penalty: 5031.306641
	Iteration 29Q: 3 clusters Score -2747979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2748014.500000 Penalty: 5031.306641
	Iteration 30Q: 3 clusters Score -2748014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2748043.750000 Penalty: 5031.306641
	Iteration 31Q: 3 clusters Score -2748044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2748069.000000 Penalty: 5031.306641
	Iteration 32Q: 3 clusters Score -2748069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2748091.250000 Penalty: 5031.306641
	Iteration 33Q: 3 clusters Score -2748091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2748116.500000 Penalty: 5031.306641
	Iteration 34Q: 3 clusters Score -2748116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2748142.500000 Penalty: 5031.306641
	Iteration 35Q: 3 clusters Score -2748142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2748175.250000 Penalty: 5031.306641
	Iteration 36Q: 3 clusters Score -2748175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2748203.000000 Penalty: 5031.306641
	Iteration 37Q: 3 clusters Score -2748203 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2748229.750000 Penalty: 5031.306641
	Iteration 38Q: 3 clusters Score -2748230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2748259.500000 Penalty: 5031.306641
	Iteration 39Q: 3 clusters Score -2748260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2748285.000000 Penalty: 5031.306641
	Iteration 40F: 3 clusters Score -2748285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2748323.000000 Penalty: 5031.306641
	Iteration 41Q: 3 clusters Score -2748323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2748336.000000 Penalty: 5031.306641
	Iteration 42Q: 3 clusters Score -2748336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2748352.000000 Penalty: 5031.306641
	Iteration 43Q: 3 clusters Score -2748352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2748360.000000 Penalty: 5031.306641
	Iteration 44Q: 3 clusters Score -2748360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2748385.000000 Penalty: 5031.306641
	Iteration 45Q: 3 clusters Score -2748385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2748389.750000 Penalty: 5031.306641
	Iteration 46Q: 3 clusters Score -2748390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2748420.250000 Penalty: 5031.306641
	Iteration 47Q: 3 clusters Score -2748420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2748431.250000 Penalty: 5031.306641
	Iteration 48Q: 3 clusters Score -2748431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2748447.750000 Penalty: 5031.306641
	Iteration 49Q: 3 clusters Score -2748448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2748449.250000 Penalty: 5031.306641
	Iteration 50Q: 3 clusters Score -2748449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2748456.500000 Penalty: 5031.306641
	Iteration 51Q: 3 clusters Score -2748456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2748460.500000 Penalty: 5031.306641
	Iteration 52Q: 3 clusters Score -2748460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2748465.500000 Penalty: 5031.306641
	Iteration 53Q: 3 clusters Score -2748466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2748471.500000 Penalty: 5031.306641
	Iteration 54Q: 3 clusters Score -2748472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2748474.250000 Penalty: 5031.306641
	Iteration 55Q: 3 clusters Score -2748474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2748482.750000 Penalty: 5031.306641
	Iteration 56Q: 3 clusters Score -2748483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2748481.750000 Penalty: 5031.306641
	Iteration 57Q: 3 clusters Score -2748482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2748490.000000 Penalty: 5031.306641
	Iteration 58Q: 3 clusters Score -2748490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2748487.000000 Penalty: 5031.306641
	Iteration 59Q: 3 clusters Score -2748487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2748496.250000 Penalty: 5031.306641
	Iteration 60F: 3 clusters Score -2748496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2748496.750000 Penalty: 5031.306641
	Iteration 61Q: 3 clusters Score -2748497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2748497.500000 Penalty: 5031.306641
	Iteration 62Q: 3 clusters Score -2748498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2748502.000000 Penalty: 5031.306641
	Iteration 63Q: 3 clusters Score -2748502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2748506.500000 Penalty: 5031.306641
	Iteration 64Q: 3 clusters Score -2748506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2748506.500000 Penalty: 5031.306641
	Iteration 65Q: 3 clusters Score -2748506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2748506.750000 Penalty: 5031.306641
	Iteration 66Q: 3 clusters Score -2748507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2748510.000000 Penalty: 5031.306641
	Iteration 67Q: 3 clusters Score -2748510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2748509.250000 Penalty: 5031.306641
	Iteration 68Q: 3 clusters Score -2748509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2748512.000000 Penalty: 5031.306641
	Iteration 69Q: 3 clusters Score -2748512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2748508.750000 Penalty: 5031.306641
	Iteration 70Q: 3 clusters Score -2748509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2748520.000000 Penalty: 5031.306641
	Iteration 71Q: 3 clusters Score -2748520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2748526.000000 Penalty: 5031.306641
	Iteration 72Q: 3 clusters Score -2748526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2748529.500000 Penalty: 5031.306641
	Iteration 73Q: 3 clusters Score -2748530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2748530.750000 Penalty: 5031.306641
	Iteration 74Q: 3 clusters Score -2748531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2748530.750000 Penalty: 5031.306641
	Iteration 75Q: 3 clusters Score -2748531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2748534.250000 Penalty: 5031.306641
	Iteration 76Q: 3 clusters Score -2748534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2748533.750000 Penalty: 5031.306641
	Iteration 77Q: 3 clusters Score -2748534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2748539.000000 Penalty: 5031.306641
	Iteration 78Q: 3 clusters Score -2748539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2748540.500000 Penalty: 5031.306641
	Iteration 79Q: 3 clusters Score -2748540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2748539.750000 Penalty: 5031.306641
	Iteration 80F: 3 clusters Score -2748540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2748539.750000 Penalty: 5031.306641
	Iteration 81Q: 3 clusters Score -2748540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2748543.750000 Penalty: 5031.306641
	Iteration 82Q: 3 clusters Score -2748544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2748545.500000 Penalty: 5031.306641
	Iteration 83Q: 3 clusters Score -2748546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2748545.500000 Penalty: 5031.306641
	Iteration 84Q: 3 clusters Score -2748546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2748539.500000 Penalty: 5031.306641
	Iteration 85Q: 3 clusters Score -2748540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2748544.750000 Penalty: 5031.306641
	Iteration 86Q: 3 clusters Score -2748545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2748543.750000 Penalty: 5031.306641
	Iteration 87Q: 3 clusters Score -2748544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2748545.000000 Penalty: 5031.306641
	Iteration 88Q: 3 clusters Score -2748545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2748546.250000 Penalty: 5031.306641
	Iteration 89Q: 3 clusters Score -2748546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2748546.000000 Penalty: 5031.306641
	Iteration 90Q: 3 clusters Score -2748546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2748546.250000 Penalty: 5031.306641
	Iteration 91Q: 3 clusters Score -2748546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2748546.250000 Penalty: 5031.306641
	Iteration 92F: 3 clusters Score -2748546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 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 237 members 
Entering Unmasked Estep 
Score: -43673.003906 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43843.488281 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43843.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43898.750000 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -43898.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43912.851562 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43912.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43928.164062 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43928.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43928.164062 Penalty: 3066.314209
	Iteration 5F: 3 clusters Score -43928.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Entering Unmasked Estep 
Score: -7790945.000000 Penalty: 2780.792725
	Iteration 0F: 2 clusters Score -7790945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -7741376.000000 Penalty: 5561.585449
	Iteration 0F: 3 clusters Score -7741376 nChanged 34613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -7760721.500000 Penalty: 5561.585449
	Iteration 1F: 3 clusters Score -7760722 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -7761132.000000 Penalty: 5561.585449
	Iteration 2Q: 3 clusters Score -7761132 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -7761429.500000 Penalty: 5561.585449
	Iteration 3Q: 3 clusters Score -7761430 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -7761775.500000 Penalty: 5561.585449
	Iteration 4Q: 3 clusters Score -7761776 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -7762085.500000 Penalty: 5561.585449
	Iteration 5Q: 3 clusters Score -7762086 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -7762417.000000 Penalty: 5561.585449
	Iteration 6Q: 3 clusters Score -7762417 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -7762733.500000 Penalty: 5561.585449
	Iteration 7Q: 3 clusters Score -7762734 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -7763111.000000 Penalty: 5561.585449
	Iteration 8Q: 3 clusters Score -7763111 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -7763562.000000 Penalty: 5561.585449
	Iteration 9Q: 3 clusters Score -7763562 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -7764247.500000 Penalty: 5561.585449
	Iteration 10Q: 3 clusters Score -7764248 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -7765322.500000 Penalty: 5561.585449
	Iteration 11Q: 3 clusters Score -7765322 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -7767094.000000 Penalty: 5561.585449
	Iteration 12Q: 3 clusters Score -7767094 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -7769880.500000 Penalty: 5561.585449
	Iteration 13F: 3 clusters Score -7769880 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -7773307.500000 Penalty: 5561.585449
	Iteration 14F: 3 clusters Score -7773308 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -7776910.500000 Penalty: 5561.585449
	Iteration 15F: 3 clusters Score -7776910 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -7779723.000000 Penalty: 5561.585449
	Iteration 16Q: 3 clusters Score -7779723 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -7781829.000000 Penalty: 5561.585449
	Iteration 17Q: 3 clusters Score -7781829 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -7783438.500000 Penalty: 5561.585449
	Iteration 18Q: 3 clusters Score -7783438 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -7784708.000000 Penalty: 5561.585449
	Iteration 19Q: 3 clusters Score -7784708 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7785715.500000 Penalty: 5561.585449
	Iteration 20F: 3 clusters Score -7785716 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7786505.500000 Penalty: 5561.585449
	Iteration 21Q: 3 clusters Score -7786506 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7787094.000000 Penalty: 5561.585449
	Iteration 22Q: 3 clusters Score -7787094 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7787513.000000 Penalty: 5561.585449
	Iteration 23Q: 3 clusters Score -7787513 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7787782.500000 Penalty: 5561.585449
	Iteration 24Q: 3 clusters Score -7787782 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7788032.500000 Penalty: 5561.585449
	Iteration 25Q: 3 clusters Score -7788032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7788192.000000 Penalty: 5561.585449
	Iteration 26Q: 3 clusters Score -7788192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7788284.500000 Penalty: 5561.585449
	Iteration 27Q: 3 clusters Score -7788284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7788341.500000 Penalty: 5561.585449
	Iteration 28Q: 3 clusters Score -7788342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7788392.500000 Penalty: 5561.585449
	Iteration 29Q: 3 clusters Score -7788392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7788435.000000 Penalty: 5561.585449
	Iteration 30Q: 3 clusters Score -7788435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7788449.500000 Penalty: 5561.585449
	Iteration 31Q: 3 clusters Score -7788450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7788474.500000 Penalty: 5561.585449
	Iteration 32Q: 3 clusters Score -7788474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7788486.500000 Penalty: 5561.585449
	Iteration 33Q: 3 clusters Score -7788486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7788518.500000 Penalty: 5561.585449
	Iteration 34Q: 3 clusters Score -7788518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7788541.500000 Penalty: 5561.585449
	Iteration 35Q: 3 clusters Score -7788542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7788559.000000 Penalty: 5561.585449
	Iteration 36Q: 3 clusters Score -7788559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7788572.500000 Penalty: 5561.585449
	Iteration 37Q: 3 clusters Score -7788572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7788579.500000 Penalty: 5561.585449
	Iteration 38Q: 3 clusters Score -7788580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7788576.500000 Penalty: 5561.585449
	Iteration 39Q: 3 clusters Score -7788576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7788579.000000 Penalty: 5561.585449
	Iteration 40F: 3 clusters Score -7788579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7788589.000000 Penalty: 5561.585449
	Iteration 41Q: 3 clusters Score -7788589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7788594.000000 Penalty: 5561.585449
	Iteration 42Q: 3 clusters Score -7788594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7788598.500000 Penalty: 5561.585449
	Iteration 43Q: 3 clusters Score -7788598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7788596.500000 Penalty: 5561.585449
	Iteration 44Q: 3 clusters Score -7788596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7788613.000000 Penalty: 5561.585449
	Iteration 45Q: 3 clusters Score -7788613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7788608.000000 Penalty: 5561.585449
	Iteration 46Q: 3 clusters Score -7788608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7788618.500000 Penalty: 5561.585449
	Iteration 47Q: 3 clusters Score -7788618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7788615.000000 Penalty: 5561.585449
	Iteration 48Q: 3 clusters Score -7788615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7788621.000000 Penalty: 5561.585449
	Iteration 49Q: 3 clusters Score -7788621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7788628.000000 Penalty: 5561.585449
	Iteration 50Q: 3 clusters Score -7788628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7788625.000000 Penalty: 5561.585449
	Iteration 51Q: 3 clusters Score -7788625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7788625.000000 Penalty: 5561.585449
	Iteration 52F: 3 clusters Score -7788625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236498 members 
Entering Unmasked Estep 
Score: -25076260.000000 Penalty: 3068.676514
	Iteration 0F: 2 clusters Score -2.507626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -24921058.000000 Penalty: 6137.353027
	Iteration 0F: 3 clusters Score -2.492106e+07 nChanged 113827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 121440 members 
Entering Unmasked Estep 
Score: -24988834.000000 Penalty: 6137.353027
	Iteration 1F: 3 clusters Score -2.498883e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -24990790.000000 Penalty: 6137.353027
	Iteration 2Q: 3 clusters Score -2.499079e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111916 members 
Mstep: Class 2 contains 124582 members 
Entering Unmasked Estep 
Score: -24993332.000000 Penalty: 6137.353027
	Iteration 3Q: 3 clusters Score -2.499333e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 127377 members 
Entering Unmasked Estep 
Score: -24997002.000000 Penalty: 6137.353027
	Iteration 4Q: 3 clusters Score -2.4997e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 131251 members 
Entering Unmasked Estep 
Score: -25002840.000000 Penalty: 6137.353027
	Iteration 5Q: 3 clusters Score -2.500284e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -25010132.000000 Penalty: 6137.353027
	Iteration 6F: 3 clusters Score -2.501013e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 143530 members 
Entering Unmasked Estep 
Score: -25020664.000000 Penalty: 6137.353027
	Iteration 7F: 3 clusters Score -2.502066e+07 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 151171 members 
Entering Unmasked Estep 
Score: -25033616.000000 Penalty: 6137.353027
	Iteration 8F: 3 clusters Score -2.503362e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -25045438.000000 Penalty: 6137.353027
	Iteration 9F: 3 clusters Score -2.504544e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 163663 members 
Entering Unmasked Estep 
Score: -25053042.000000 Penalty: 6137.353027
	Iteration 10Q: 3 clusters Score -2.505304e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -25057040.000000 Penalty: 6137.353027
	Iteration 11Q: 3 clusters Score -2.505704e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -25059798.000000 Penalty: 6137.353027
	Iteration 12Q: 3 clusters Score -2.50598e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -25061962.000000 Penalty: 6137.353027
	Iteration 13Q: 3 clusters Score -2.506196e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 179689 members 
Entering Unmasked Estep 
Score: -25063976.000000 Penalty: 6137.353027
	Iteration 14Q: 3 clusters Score -2.506398e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 183006 members 
Entering Unmasked Estep 
Score: -25065716.000000 Penalty: 6137.353027
	Iteration 15Q: 3 clusters Score -2.506572e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -25067434.000000 Penalty: 6137.353027
	Iteration 16Q: 3 clusters Score -2.506743e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 188966 members 
Entering Unmasked Estep 
Score: -25068822.000000 Penalty: 6137.353027
	Iteration 17Q: 3 clusters Score -2.506882e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 191582 members 
Entering Unmasked Estep 
Score: -25070182.000000 Penalty: 6137.353027
	Iteration 18Q: 3 clusters Score -2.507018e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 194046 members 
Entering Unmasked Estep 
Score: -25071174.000000 Penalty: 6137.353027
	Iteration 19Q: 3 clusters Score -2.507117e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 196174 members 
Entering Unmasked Estep 
Score: -25072054.000000 Penalty: 6137.353027
	Iteration 20F: 3 clusters Score -2.507205e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 198038 members 
Entering Unmasked Estep 
Score: -25072692.000000 Penalty: 6137.353027
	Iteration 21Q: 3 clusters Score -2.507269e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 199766 members 
Entering Unmasked Estep 
Score: -25073218.000000 Penalty: 6137.353027
	Iteration 22Q: 3 clusters Score -2.507322e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 201288 members 
Entering Unmasked Estep 
Score: -25073474.000000 Penalty: 6137.353027
	Iteration 23Q: 3 clusters Score -2.507347e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 202676 members 
Entering Unmasked Estep 
Score: -25073634.000000 Penalty: 6137.353027
	Iteration 24Q: 3 clusters Score -2.507363e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 203920 members 
Entering Unmasked Estep 
Score: -25073926.000000 Penalty: 6137.353027
	Iteration 25Q: 3 clusters Score -2.507393e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 205040 members 
Entering Unmasked Estep 
Score: -25074232.000000 Penalty: 6137.353027
	Iteration 26Q: 3 clusters Score -2.507423e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 205991 members 
Entering Unmasked Estep 
Score: -25074362.000000 Penalty: 6137.353027
	Iteration 27Q: 3 clusters Score -2.507436e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 206835 members 
Entering Unmasked Estep 
Score: -25074508.000000 Penalty: 6137.353027
	Iteration 28Q: 3 clusters Score -2.507451e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 207617 members 
Entering Unmasked Estep 
Score: -25074600.000000 Penalty: 6137.353027
	Iteration 29Q: 3 clusters Score -2.50746e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 208313 members 
Entering Unmasked Estep 
Score: -25074608.000000 Penalty: 6137.353027
	Iteration 30Q: 3 clusters Score -2.507461e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 208967 members 
Entering Unmasked Estep 
Score: -25074684.000000 Penalty: 6137.353027
	Iteration 31Q: 3 clusters Score -2.507468e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 209579 members 
Entering Unmasked Estep 
Score: -25074562.000000 Penalty: 6137.353027
	Iteration 32Q: 3 clusters Score -2.507456e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 210128 members 
Entering Unmasked Estep 
Score: -25074630.000000 Penalty: 6137.353027
	Iteration 33Q: 3 clusters Score -2.507463e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 210628 members 
Entering Unmasked Estep 
Score: -25074670.000000 Penalty: 6137.353027
	Iteration 34Q: 3 clusters Score -2.507467e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 211106 members 
Entering Unmasked Estep 
Score: -25074772.000000 Penalty: 6137.353027
	Iteration 35Q: 3 clusters Score -2.507477e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 211546 members 
Entering Unmasked Estep 
Score: -25074724.000000 Penalty: 6137.353027
	Iteration 36Q: 3 clusters Score -2.507472e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 211936 members 
Entering Unmasked Estep 
Score: -25074802.000000 Penalty: 6137.353027
	Iteration 37Q: 3 clusters Score -2.50748e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 212326 members 
Entering Unmasked Estep 
Score: -25074768.000000 Penalty: 6137.353027
	Iteration 38Q: 3 clusters Score -2.507477e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 212702 members 
Entering Unmasked Estep 
Score: -25074736.000000 Penalty: 6137.353027
	Iteration 39Q: 3 clusters Score -2.507474e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 213079 members 
Entering Unmasked Estep 
Score: -25074812.000000 Penalty: 6137.353027
	Iteration 40F: 3 clusters Score -2.507481e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 213435 members 
Entering Unmasked Estep 
Score: -25074824.000000 Penalty: 6137.353027
	Iteration 41Q: 3 clusters Score -2.507482e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 213798 members 
Entering Unmasked Estep 
Score: -25074842.000000 Penalty: 6137.353027
	Iteration 42Q: 3 clusters Score -2.507484e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 214119 members 
Entering Unmasked Estep 
Score: -25074830.000000 Penalty: 6137.353027
	Iteration 43Q: 3 clusters Score -2.507483e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 214408 members 
Entering Unmasked Estep 
Score: -25074804.000000 Penalty: 6137.353027
	Iteration 44Q: 3 clusters Score -2.50748e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 214684 members 
Entering Unmasked Estep 
Score: -25074842.000000 Penalty: 6137.353027
	Iteration 45Q: 3 clusters Score -2.507484e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 214933 members 
Entering Unmasked Estep 
Score: -25074876.000000 Penalty: 6137.353027
	Iteration 46Q: 3 clusters Score -2.507488e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 215162 members 
Entering Unmasked Estep 
Score: -25074946.000000 Penalty: 6137.353027
	Iteration 47Q: 3 clusters Score -2.507495e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 215410 members 
Entering Unmasked Estep 
Score: -25074942.000000 Penalty: 6137.353027
	Iteration 48Q: 3 clusters Score -2.507494e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 215630 members 
Entering Unmasked Estep 
Score: -25074938.000000 Penalty: 6137.353027
	Iteration 49Q: 3 clusters Score -2.507494e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 215848 members 
Entering Unmasked Estep 
Score: -25074904.000000 Penalty: 6137.353027
	Iteration 50Q: 3 clusters Score -2.50749e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 216079 members 
Entering Unmasked Estep 
Score: -25074910.000000 Penalty: 6137.353027
	Iteration 51Q: 3 clusters Score -2.507491e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 216308 members 
Entering Unmasked Estep 
Score: -25074890.000000 Penalty: 6137.353027
	Iteration 52Q: 3 clusters Score -2.507489e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 216521 members 
Entering Unmasked Estep 
Score: -25074954.000000 Penalty: 6137.353027
	Iteration 53Q: 3 clusters Score -2.507495e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 216733 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6137.353027
	Iteration 54Q: 3 clusters Score -2.507492e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 216935 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 55Q: 3 clusters Score -2.507493e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 217119 members 
Entering Unmasked Estep 
Score: -25074938.000000 Penalty: 6137.353027
	Iteration 56Q: 3 clusters Score -2.507494e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 217291 members 
Entering Unmasked Estep 
Score: -25074988.000000 Penalty: 6137.353027
	Iteration 57Q: 3 clusters Score -2.507499e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 217463 members 
Entering Unmasked Estep 
Score: -25074902.000000 Penalty: 6137.353027
	Iteration 58Q: 3 clusters Score -2.50749e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 217613 members 
Entering Unmasked Estep 
Score: -25074888.000000 Penalty: 6137.353027
	Iteration 59Q: 3 clusters Score -2.507489e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 217751 members 
Entering Unmasked Estep 
Score: -25074860.000000 Penalty: 6137.353027
	Iteration 60F: 3 clusters Score -2.507486e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 217870 members 
Entering Unmasked Estep 
Score: -25074900.000000 Penalty: 6137.353027
	Iteration 61Q: 3 clusters Score -2.50749e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 217973 members 
Entering Unmasked Estep 
Score: -25074960.000000 Penalty: 6137.353027
	Iteration 62Q: 3 clusters Score -2.507496e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 218069 members 
Entering Unmasked Estep 
Score: -25074938.000000 Penalty: 6137.353027
	Iteration 63Q: 3 clusters Score -2.507494e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 218153 members 
Entering Unmasked Estep 
Score: -25074960.000000 Penalty: 6137.353027
	Iteration 64Q: 3 clusters Score -2.507496e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 218218 members 
Entering Unmasked Estep 
Score: -25074966.000000 Penalty: 6137.353027
	Iteration 65Q: 3 clusters Score -2.507497e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 218288 members 
Entering Unmasked Estep 
Score: -25074978.000000 Penalty: 6137.353027
	Iteration 66Q: 3 clusters Score -2.507498e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 218358 members 
Entering Unmasked Estep 
Score: -25074962.000000 Penalty: 6137.353027
	Iteration 67Q: 3 clusters Score -2.507496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 218423 members 
Entering Unmasked Estep 
Score: -25074972.000000 Penalty: 6137.353027
	Iteration 68Q: 3 clusters Score -2.507497e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 218477 members 
Entering Unmasked Estep 
Score: -25074972.000000 Penalty: 6137.353027
	Iteration 69Q: 3 clusters Score -2.507497e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 218536 members 
Entering Unmasked Estep 
Score: -25074952.000000 Penalty: 6137.353027
	Iteration 70Q: 3 clusters Score -2.507495e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 218600 members 
Entering Unmasked Estep 
Score: -25074964.000000 Penalty: 6137.353027
	Iteration 71Q: 3 clusters Score -2.507496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 218657 members 
Entering Unmasked Estep 
Score: -25074962.000000 Penalty: 6137.353027
	Iteration 72Q: 3 clusters Score -2.507496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 218720 members 
Entering Unmasked Estep 
Score: -25074926.000000 Penalty: 6137.353027
	Iteration 73Q: 3 clusters Score -2.507493e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 218785 members 
Entering Unmasked Estep 
Score: -25074920.000000 Penalty: 6137.353027
	Iteration 74Q: 3 clusters Score -2.507492e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 218863 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 75Q: 3 clusters Score -2.507493e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 218935 members 
Entering Unmasked Estep 
Score: -25074916.000000 Penalty: 6137.353027
	Iteration 76Q: 3 clusters Score -2.507492e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 218991 members 
Entering Unmasked Estep 
Score: -25074918.000000 Penalty: 6137.353027
	Iteration 77Q: 3 clusters Score -2.507492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 219035 members 
Entering Unmasked Estep 
Score: -25074946.000000 Penalty: 6137.353027
	Iteration 78Q: 3 clusters Score -2.507495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 219076 members 
Entering Unmasked Estep 
Score: -25074956.000000 Penalty: 6137.353027
	Iteration 79Q: 3 clusters Score -2.507496e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 219115 members 
Entering Unmasked Estep 
Score: -25074936.000000 Penalty: 6137.353027
	Iteration 80F: 3 clusters Score -2.507494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 219145 members 
Entering Unmasked Estep 
Score: -25074932.000000 Penalty: 6137.353027
	Iteration 81Q: 3 clusters Score -2.507493e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 219184 members 
Entering Unmasked Estep 
Score: -25074948.000000 Penalty: 6137.353027
	Iteration 82Q: 3 clusters Score -2.507495e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 219225 members 
Entering Unmasked Estep 
Score: -25074944.000000 Penalty: 6137.353027
	Iteration 83Q: 3 clusters Score -2.507494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 219265 members 
Entering Unmasked Estep 
Score: -25074894.000000 Penalty: 6137.353027
	Iteration 84Q: 3 clusters Score -2.507489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 219303 members 
Entering Unmasked Estep 
Score: -25074912.000000 Penalty: 6137.353027
	Iteration 85Q: 3 clusters Score -2.507491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 219334 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 86Q: 3 clusters Score -2.507493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 219369 members 
Entering Unmasked Estep 
Score: -25074934.000000 Penalty: 6137.353027
	Iteration 87Q: 3 clusters Score -2.507493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 219395 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 88Q: 3 clusters Score -2.507493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 219419 members 
Entering Unmasked Estep 
Score: -25074932.000000 Penalty: 6137.353027
	Iteration 89Q: 3 clusters Score -2.507493e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 219453 members 
Entering Unmasked Estep 
Score: -25074922.000000 Penalty: 6137.353027
	Iteration 90Q: 3 clusters Score -2.507492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 219489 members 
Entering Unmasked Estep 
Score: -25074894.000000 Penalty: 6137.353027
	Iteration 91Q: 3 clusters Score -2.507489e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 219533 members 
Entering Unmasked Estep 
Score: -25074920.000000 Penalty: 6137.353027
	Iteration 92Q: 3 clusters Score -2.507492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 219570 members 
Entering Unmasked Estep 
Score: -25074934.000000 Penalty: 6137.353027
	Iteration 93Q: 3 clusters Score -2.507493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 219606 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6137.353027
	Iteration 94Q: 3 clusters Score -2.507492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 219647 members 
Entering Unmasked Estep 
Score: -25074910.000000 Penalty: 6137.353027
	Iteration 95Q: 3 clusters Score -2.507491e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 219694 members 
Entering Unmasked Estep 
Score: -25074908.000000 Penalty: 6137.353027
	Iteration 96Q: 3 clusters Score -2.507491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -25074916.000000 Penalty: 6137.353027
	Iteration 97Q: 3 clusters Score -2.507492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 219801 members 
Entering Unmasked Estep 
Score: -25074910.000000 Penalty: 6137.353027
	Iteration 98Q: 3 clusters Score -2.507491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 219856 members 
Entering Unmasked Estep 
Score: -25074912.000000 Penalty: 6137.353027
	Iteration 99Q: 3 clusters Score -2.507491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 219910 members 
Entering Unmasked Estep 
Score: -25074898.000000 Penalty: 6137.353027
	Iteration 100F: 3 clusters Score -2.50749e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 219969 members 
Entering Unmasked Estep 
Score: -25074932.000000 Penalty: 6137.353027
	Iteration 101Q: 3 clusters Score -2.507493e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 220024 members 
Entering Unmasked Estep 
Score: -25074912.000000 Penalty: 6137.353027
	Iteration 102Q: 3 clusters Score -2.507491e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 220070 members 
Entering Unmasked Estep 
Score: -25074914.000000 Penalty: 6137.353027
	Iteration 103Q: 3 clusters Score -2.507491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 220102 members 
Entering Unmasked Estep 
Score: -25074904.000000 Penalty: 6137.353027
	Iteration 104Q: 3 clusters Score -2.50749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 220136 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6137.353027
	Iteration 105Q: 3 clusters Score -2.507492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 220161 members 
Entering Unmasked Estep 
Score: -25074894.000000 Penalty: 6137.353027
	Iteration 106Q: 3 clusters Score -2.507489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 220198 members 
Entering Unmasked Estep 
Score: -25074908.000000 Penalty: 6137.353027
	Iteration 107Q: 3 clusters Score -2.507491e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 220241 members 
Entering Unmasked Estep 
Score: -25074882.000000 Penalty: 6137.353027
	Iteration 108Q: 3 clusters Score -2.507488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 220274 members 
Entering Unmasked Estep 
Score: -25074870.000000 Penalty: 6137.353027
	Iteration 109Q: 3 clusters Score -2.507487e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 220316 members 
Entering Unmasked Estep 
Score: -25074848.000000 Penalty: 6137.353027
	Iteration 110Q: 3 clusters Score -2.507485e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 220363 members 
Entering Unmasked Estep 
Score: -25074854.000000 Penalty: 6137.353027
	Iteration 111Q: 3 clusters Score -2.507485e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 220411 members 
Entering Unmasked Estep 
Score: -25074814.000000 Penalty: 6137.353027
	Iteration 112Q: 3 clusters Score -2.507481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 220448 members 
Entering Unmasked Estep 
Score: -25074794.000000 Penalty: 6137.353027
	Iteration 113Q: 3 clusters Score -2.507479e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 220485 members 
Entering Unmasked Estep 
Score: -25074828.000000 Penalty: 6137.353027
	Iteration 114Q: 3 clusters Score -2.507483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 220527 members 
Entering Unmasked Estep 
Score: -25074836.000000 Penalty: 6137.353027
	Iteration 115Q: 3 clusters Score -2.507484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 220579 members 
Entering Unmasked Estep 
Score: -25074834.000000 Penalty: 6137.353027
	Iteration 116Q: 3 clusters Score -2.507483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 220628 members 
Entering Unmasked Estep 
Score: -25074854.000000 Penalty: 6137.353027
	Iteration 117Q: 3 clusters Score -2.507485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 220667 members 
Entering Unmasked Estep 
Score: -25074858.000000 Penalty: 6137.353027
	Iteration 118Q: 3 clusters Score -2.507486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 220702 members 
Entering Unmasked Estep 
Score: -25074860.000000 Penalty: 6137.353027
	Iteration 119Q: 3 clusters Score -2.507486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 220737 members 
Entering Unmasked Estep 
Score: -25074834.000000 Penalty: 6137.353027
	Iteration 120F: 3 clusters Score -2.507483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 220772 members 
Entering Unmasked Estep 
Score: -25074828.000000 Penalty: 6137.353027
	Iteration 121Q: 3 clusters Score -2.507483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 220806 members 
Entering Unmasked Estep 
Score: -25074812.000000 Penalty: 6137.353027
	Iteration 122Q: 3 clusters Score -2.507481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 220833 members 
Entering Unmasked Estep 
Score: -25074818.000000 Penalty: 6137.353027
	Iteration 123Q: 3 clusters Score -2.507482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 220862 members 
Entering Unmasked Estep 
Score: -25074822.000000 Penalty: 6137.353027
	Iteration 124Q: 3 clusters Score -2.507482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 220891 members 
Entering Unmasked Estep 
Score: -25074820.000000 Penalty: 6137.353027
	Iteration 125Q: 3 clusters Score -2.507482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 220919 members 
Entering Unmasked Estep 
Score: -25074828.000000 Penalty: 6137.353027
	Iteration 126Q: 3 clusters Score -2.507483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -25074820.000000 Penalty: 6137.353027
	Iteration 127Q: 3 clusters Score -2.507482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 220985 members 
Entering Unmasked Estep 
Score: -25074836.000000 Penalty: 6137.353027
	Iteration 128Q: 3 clusters Score -2.507484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 221020 members 
Entering Unmasked Estep 
Score: -25074840.000000 Penalty: 6137.353027
	Iteration 129Q: 3 clusters Score -2.507484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 221065 members 
Entering Unmasked Estep 
Score: -25074830.000000 Penalty: 6137.353027
	Iteration 130Q: 3 clusters Score -2.507483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 221104 members 
Entering Unmasked Estep 
Score: -25074844.000000 Penalty: 6137.353027
	Iteration 131Q: 3 clusters Score -2.507484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 221145 members 
Entering Unmasked Estep 
Score: -25074834.000000 Penalty: 6137.353027
	Iteration 132Q: 3 clusters Score -2.507483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 221178 members 
Entering Unmasked Estep 
Score: -25074844.000000 Penalty: 6137.353027
	Iteration 133Q: 3 clusters Score -2.507484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 221212 members 
Entering Unmasked Estep 
Score: -25074828.000000 Penalty: 6137.353027
	Iteration 134Q: 3 clusters Score -2.507483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 221242 members 
Entering Unmasked Estep 
Score: -25074860.000000 Penalty: 6137.353027
	Iteration 135Q: 3 clusters Score -2.507486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 221277 members 
Entering Unmasked Estep 
Score: -25074868.000000 Penalty: 6137.353027
	Iteration 136Q: 3 clusters Score -2.507487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 221310 members 
Entering Unmasked Estep 
Score: -25074872.000000 Penalty: 6137.353027
	Iteration 137Q: 3 clusters Score -2.507487e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 221345 members 
Entering Unmasked Estep 
Score: -25074892.000000 Penalty: 6137.353027
	Iteration 138Q: 3 clusters Score -2.507489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 221394 members 
Entering Unmasked Estep 
Score: -25074910.000000 Penalty: 6137.353027
	Iteration 139Q: 3 clusters Score -2.507491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 221436 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6137.353027
	Iteration 140F: 3 clusters Score -2.507492e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 221485 members 
Entering Unmasked Estep 
Score: -25074908.000000 Penalty: 6137.353027
	Iteration 141Q: 3 clusters Score -2.507491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 221523 members 
Entering Unmasked Estep 
Score: -25074884.000000 Penalty: 6137.353027
	Iteration 142Q: 3 clusters Score -2.507488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 221564 members 
Entering Unmasked Estep 
Score: -25074878.000000 Penalty: 6137.353027
	Iteration 143Q: 3 clusters Score -2.507488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 221609 members 
Entering Unmasked Estep 
Score: -25074858.000000 Penalty: 6137.353027
	Iteration 144Q: 3 clusters Score -2.507486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 221647 members 
Entering Unmasked Estep 
Score: -25074850.000000 Penalty: 6137.353027
	Iteration 145Q: 3 clusters Score -2.507485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 221687 members 
Entering Unmasked Estep 
Score: -25074856.000000 Penalty: 6137.353027
	Iteration 146Q: 3 clusters Score -2.507486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 221720 members 
Entering Unmasked Estep 
Score: -25074840.000000 Penalty: 6137.353027
	Iteration 147Q: 3 clusters Score -2.507484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 221747 members 
Entering Unmasked Estep 
Score: -25074852.000000 Penalty: 6137.353027
	Iteration 148Q: 3 clusters Score -2.507485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 221773 members 
Entering Unmasked Estep 
Score: -25074826.000000 Penalty: 6137.353027
	Iteration 149Q: 3 clusters Score -2.507483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 221801 members 
Entering Unmasked Estep 
Score: -25074796.000000 Penalty: 6137.353027
	Iteration 150Q: 3 clusters Score -2.50748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 221826 members 
Entering Unmasked Estep 
Score: -25074818.000000 Penalty: 6137.353027
	Iteration 151Q: 3 clusters Score -2.507482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 221860 members 
Entering Unmasked Estep 
Score: -25074818.000000 Penalty: 6137.353027
	Iteration 152Q: 3 clusters Score -2.507482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 221884 members 
Entering Unmasked Estep 
Score: -25074812.000000 Penalty: 6137.353027
	Iteration 153Q: 3 clusters Score -2.507481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 221919 members 
Entering Unmasked Estep 
Score: -25074820.000000 Penalty: 6137.353027
	Iteration 154Q: 3 clusters Score -2.507482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 221950 members 
Entering Unmasked Estep 
Score: -25074792.000000 Penalty: 6137.353027
	Iteration 155Q: 3 clusters Score -2.507479e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 221992 members 
Entering Unmasked Estep 
Score: -25074784.000000 Penalty: 6137.353027
	Iteration 156Q: 3 clusters Score -2.507478e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 222036 members 
Entering Unmasked Estep 
Score: -25074792.000000 Penalty: 6137.353027
	Iteration 157Q: 3 clusters Score -2.507479e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 222088 members 
Entering Unmasked Estep 
Score: -25074808.000000 Penalty: 6137.353027
	Iteration 158Q: 3 clusters Score -2.507481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 222131 members 
Entering Unmasked Estep 
Score: -25074804.000000 Penalty: 6137.353027
	Iteration 159Q: 3 clusters Score -2.50748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 222176 members 
Entering Unmasked Estep 
Score: -25074794.000000 Penalty: 6137.353027
	Iteration 160F: 3 clusters Score -2.507479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 222225 members 
Entering Unmasked Estep 
Score: -25074800.000000 Penalty: 6137.353027
	Iteration 161Q: 3 clusters Score -2.50748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 222273 members 
Entering Unmasked Estep 
Score: -25074848.000000 Penalty: 6137.353027
	Iteration 162Q: 3 clusters Score -2.507485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 222311 members 
Entering Unmasked Estep 
Score: -25074866.000000 Penalty: 6137.353027
	Iteration 163Q: 3 clusters Score -2.507487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 222351 members 
Entering Unmasked Estep 
Score: -25074866.000000 Penalty: 6137.353027
	Iteration 164Q: 3 clusters Score -2.507487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 222390 members 
Entering Unmasked Estep 
Score: -25074846.000000 Penalty: 6137.353027
	Iteration 165Q: 3 clusters Score -2.507485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 222430 members 
Entering Unmasked Estep 
Score: -25074864.000000 Penalty: 6137.353027
	Iteration 166Q: 3 clusters Score -2.507486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 222468 members 
Entering Unmasked Estep 
Score: -25074884.000000 Penalty: 6137.353027
	Iteration 167Q: 3 clusters Score -2.507488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 222503 members 
Entering Unmasked Estep 
Score: -25074864.000000 Penalty: 6137.353027
	Iteration 168Q: 3 clusters Score -2.507486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 222544 members 
Entering Unmasked Estep 
Score: -25074868.000000 Penalty: 6137.353027
	Iteration 169Q: 3 clusters Score -2.507487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 222592 members 
Entering Unmasked Estep 
Score: -25074878.000000 Penalty: 6137.353027
	Iteration 170Q: 3 clusters Score -2.507488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 222638 members 
Entering Unmasked Estep 
Score: -25074884.000000 Penalty: 6137.353027
	Iteration 171Q: 3 clusters Score -2.507488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 222685 members 
Entering Unmasked Estep 
Score: -25074916.000000 Penalty: 6137.353027
	Iteration 172Q: 3 clusters Score -2.507492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 222723 members 
Entering Unmasked Estep 
Score: -25074900.000000 Penalty: 6137.353027
	Iteration 173Q: 3 clusters Score -2.50749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 222751 members 
Entering Unmasked Estep 
Score: -25074894.000000 Penalty: 6137.353027
	Iteration 174Q: 3 clusters Score -2.507489e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 222786 members 
Entering Unmasked Estep 
Score: -25074890.000000 Penalty: 6137.353027
	Iteration 175Q: 3 clusters Score -2.507489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 222818 members 
Entering Unmasked Estep 
Score: -25074904.000000 Penalty: 6137.353027
	Iteration 176Q: 3 clusters Score -2.50749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 222846 members 
Entering Unmasked Estep 
Score: -25074884.000000 Penalty: 6137.353027
	Iteration 177Q: 3 clusters Score -2.507488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 222874 members 
Entering Unmasked Estep 
Score: -25074890.000000 Penalty: 6137.353027
	Iteration 178Q: 3 clusters Score -2.507489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 222905 members 
Entering Unmasked Estep 
Score: -25074932.000000 Penalty: 6137.353027
	Iteration 179Q: 3 clusters Score -2.507493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 222933 members 
Entering Unmasked Estep 
Score: -25074926.000000 Penalty: 6137.353027
	Iteration 180F: 3 clusters Score -2.507493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 222959 members 
Entering Unmasked Estep 
Score: -25074952.000000 Penalty: 6137.353027
	Iteration 181Q: 3 clusters Score -2.507495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 222999 members 
Entering Unmasked Estep 
Score: -25074932.000000 Penalty: 6137.353027
	Iteration 182Q: 3 clusters Score -2.507493e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 223045 members 
Entering Unmasked Estep 
Score: -25074956.000000 Penalty: 6137.353027
	Iteration 183Q: 3 clusters Score -2.507496e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 223094 members 
Entering Unmasked Estep 
Score: -25074936.000000 Penalty: 6137.353027
	Iteration 184Q: 3 clusters Score -2.507494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 223141 members 
Entering Unmasked Estep 
Score: -25074922.000000 Penalty: 6137.353027
	Iteration 185Q: 3 clusters Score -2.507492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 223184 members 
Entering Unmasked Estep 
Score: -25074902.000000 Penalty: 6137.353027
	Iteration 186Q: 3 clusters Score -2.50749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 223230 members 
Entering Unmasked Estep 
Score: -25074902.000000 Penalty: 6137.353027
	Iteration 187Q: 3 clusters Score -2.50749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -25074922.000000 Penalty: 6137.353027
	Iteration 188Q: 3 clusters Score -2.507492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 223317 members 
Entering Unmasked Estep 
Score: -25074950.000000 Penalty: 6137.353027
	Iteration 189Q: 3 clusters Score -2.507495e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 223355 members 
Entering Unmasked Estep 
Score: -25075002.000000 Penalty: 6137.353027
	Iteration 190Q: 3 clusters Score -2.5075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 223388 members 
Entering Unmasked Estep 
Score: -25074964.000000 Penalty: 6137.353027
	Iteration 191Q: 3 clusters Score -2.507496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 223420 members 
Entering Unmasked Estep 
Score: -25074958.000000 Penalty: 6137.353027
	Iteration 192Q: 3 clusters Score -2.507496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 223449 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 193Q: 3 clusters Score -2.507493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 223475 members 
Entering Unmasked Estep 
Score: -25074922.000000 Penalty: 6137.353027
	Iteration 194Q: 3 clusters Score -2.507492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 223506 members 
Entering Unmasked Estep 
Score: -25074916.000000 Penalty: 6137.353027
	Iteration 195Q: 3 clusters Score -2.507492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 223527 members 
Entering Unmasked Estep 
Score: -25074908.000000 Penalty: 6137.353027
	Iteration 196Q: 3 clusters Score -2.507491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 223555 members 
Entering Unmasked Estep 
Score: -25074920.000000 Penalty: 6137.353027
	Iteration 197Q: 3 clusters Score -2.507492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 223575 members 
Entering Unmasked Estep 
Score: -25074894.000000 Penalty: 6137.353027
	Iteration 198Q: 3 clusters Score -2.507489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 223602 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6137.353027
	Iteration 199Q: 3 clusters Score -2.507492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 223633 members 
Entering Unmasked Estep 
Score: -25074922.000000 Penalty: 6137.353027
	Iteration 200F: 3 clusters Score -2.507492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 223657 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 201Q: 3 clusters Score -2.507493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 223688 members 
Entering Unmasked Estep 
Score: -25074908.000000 Penalty: 6137.353027
	Iteration 202Q: 3 clusters Score -2.507491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -25074916.000000 Penalty: 6137.353027
	Iteration 203Q: 3 clusters Score -2.507492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 223729 members 
Entering Unmasked Estep 
Score: -25074900.000000 Penalty: 6137.353027
	Iteration 204Q: 3 clusters Score -2.50749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -25074892.000000 Penalty: 6137.353027
	Iteration 205Q: 3 clusters Score -2.507489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 223785 members 
Entering Unmasked Estep 
Score: -25074910.000000 Penalty: 6137.353027
	Iteration 206Q: 3 clusters Score -2.507491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 223825 members 
Entering Unmasked Estep 
Score: -25074910.000000 Penalty: 6137.353027
	Iteration 207Q: 3 clusters Score -2.507491e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 223867 members 
Entering Unmasked Estep 
Score: -25074902.000000 Penalty: 6137.353027
	Iteration 208Q: 3 clusters Score -2.50749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 223918 members 
Entering Unmasked Estep 
Score: -25074876.000000 Penalty: 6137.353027
	Iteration 209Q: 3 clusters Score -2.507488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 223964 members 
Entering Unmasked Estep 
Score: -25074904.000000 Penalty: 6137.353027
	Iteration 210Q: 3 clusters Score -2.50749e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 224017 members 
Entering Unmasked Estep 
Score: -25074904.000000 Penalty: 6137.353027
	Iteration 211Q: 3 clusters Score -2.50749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 224071 members 
Entering Unmasked Estep 
Score: -25074888.000000 Penalty: 6137.353027
	Iteration 212Q: 3 clusters Score -2.507489e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 224121 members 
Entering Unmasked Estep 
Score: -25074900.000000 Penalty: 6137.353027
	Iteration 213Q: 3 clusters Score -2.50749e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 224169 members 
Entering Unmasked Estep 
Score: -25074894.000000 Penalty: 6137.353027
	Iteration 214Q: 3 clusters Score -2.507489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 224205 members 
Entering Unmasked Estep 
Score: -25074902.000000 Penalty: 6137.353027
	Iteration 215Q: 3 clusters Score -2.50749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 224245 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6137.353027
	Iteration 216Q: 3 clusters Score -2.507492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 224283 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 217Q: 3 clusters Score -2.507493e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 224322 members 
Entering Unmasked Estep 
Score: -25074930.000000 Penalty: 6137.353027
	Iteration 218Q: 3 clusters Score -2.507493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 224347 members 
Entering Unmasked Estep 
Score: -25074934.000000 Penalty: 6137.353027
	Iteration 219Q: 3 clusters Score -2.507493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 224371 members 
Entering Unmasked Estep 
Score: -25074920.000000 Penalty: 6137.353027
	Iteration 220F: 3 clusters Score -2.507492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 224398 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 221Q: 3 clusters Score -2.507493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 224429 members 
Entering Unmasked Estep 
Score: -25074930.000000 Penalty: 6137.353027
	Iteration 222Q: 3 clusters Score -2.507493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 224457 members 
Entering Unmasked Estep 
Score: -25074922.000000 Penalty: 6137.353027
	Iteration 223Q: 3 clusters Score -2.507492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 224496 members 
Entering Unmasked Estep 
Score: -25074958.000000 Penalty: 6137.353027
	Iteration 224Q: 3 clusters Score -2.507496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 224534 members 
Entering Unmasked Estep 
Score: -25074916.000000 Penalty: 6137.353027
	Iteration 225Q: 3 clusters Score -2.507492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 224562 members 
Entering Unmasked Estep 
Score: -25074928.000000 Penalty: 6137.353027
	Iteration 226Q: 3 clusters Score -2.507493e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 224591 members 
Entering Unmasked Estep 
Score: -25074958.000000 Penalty: 6137.353027
	Iteration 227Q: 3 clusters Score -2.507496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 224620 members 
Entering Unmasked Estep 
Score: -25074944.000000 Penalty: 6137.353027
	Iteration 228Q: 3 clusters Score -2.507494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 224652 members 
Entering Unmasked Estep 
Score: -25074948.000000 Penalty: 6137.353027
	Iteration 229Q: 3 clusters Score -2.507495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 224682 members 
Entering Unmasked Estep 
Score: -25074926.000000 Penalty: 6137.353027
	Iteration 230Q: 3 clusters Score -2.507493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 224711 members 
Entering Unmasked Estep 
Score: -25074942.000000 Penalty: 6137.353027
	Iteration 231Q: 3 clusters Score -2.507494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 224743 members 
Entering Unmasked Estep 
Score: -25074936.000000 Penalty: 6137.353027
	Iteration 232Q: 3 clusters Score -2.507494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 224774 members 
Entering Unmasked Estep 
Score: -25074974.000000 Penalty: 6137.353027
	Iteration 233Q: 3 clusters Score -2.507497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 224799 members 
Entering Unmasked Estep 
Score: -25074978.000000 Penalty: 6137.353027
	Iteration 234Q: 3 clusters Score -2.507498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 224828 members 
Entering Unmasked Estep 
Score: -25074974.000000 Penalty: 6137.353027
	Iteration 235Q: 3 clusters Score -2.507497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 224858 members 
Entering Unmasked Estep 
Score: -25074968.000000 Penalty: 6137.353027
	Iteration 236Q: 3 clusters Score -2.507497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 224883 members 
Entering Unmasked Estep 
Score: -25074962.000000 Penalty: 6137.353027
	Iteration 237Q: 3 clusters Score -2.507496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 224914 members 
Entering Unmasked Estep 
Score: -25074948.000000 Penalty: 6137.353027
	Iteration 238Q: 3 clusters Score -2.507495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 224935 members 
Entering Unmasked Estep 
Score: -25074954.000000 Penalty: 6137.353027
	Iteration 239Q: 3 clusters Score -2.507495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 224950 members 
Entering Unmasked Estep 
Score: -25074958.000000 Penalty: 6137.353027
	Iteration 240F: 3 clusters Score -2.507496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 224966 members 
Entering Unmasked Estep 
Score: -25074964.000000 Penalty: 6137.353027
	Iteration 241Q: 3 clusters Score -2.507496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 224984 members 
Entering Unmasked Estep 
Score: -25074962.000000 Penalty: 6137.353027
	Iteration 242Q: 3 clusters Score -2.507496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 224998 members 
Entering Unmasked Estep 
Score: -25074966.000000 Penalty: 6137.353027
	Iteration 243Q: 3 clusters Score -2.507497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 225019 members 
Entering Unmasked Estep 
Score: -25074966.000000 Penalty: 6137.353027
	Iteration 244Q: 3 clusters Score -2.507497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 225032 members 
Entering Unmasked Estep 
Score: -25074966.000000 Penalty: 6137.353027
	Iteration 245Q: 3 clusters Score -2.507497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 225040 members 
Entering Unmasked Estep 
Score: -25074966.000000 Penalty: 6137.353027
	Iteration 246Q: 3 clusters Score -2.507497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 225055 members 
Entering Unmasked Estep 
Score: -25074970.000000 Penalty: 6137.353027
	Iteration 247Q: 3 clusters Score -2.507497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 225068 members 
Entering Unmasked Estep 
Score: -25074950.000000 Penalty: 6137.353027
	Iteration 248Q: 3 clusters Score -2.507495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 225078 members 
Entering Unmasked Estep 
Score: -25074968.000000 Penalty: 6137.353027
	Iteration 249Q: 3 clusters Score -2.507497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 225086 members 
Entering Unmasked Estep 
Score: -25074944.000000 Penalty: 6137.353027
	Iteration 250Q: 3 clusters Score -2.507494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 225097 members 
Entering Unmasked Estep 
Score: -25074948.000000 Penalty: 6137.353027
	Iteration 251Q: 3 clusters Score -2.507495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 225112 members 
Entering Unmasked Estep 
Score: -25074964.000000 Penalty: 6137.353027
	Iteration 252Q: 3 clusters Score -2.507496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 225132 members 
Entering Unmasked Estep 
Score: -25074930.000000 Penalty: 6137.353027
	Iteration 253Q: 3 clusters Score -2.507493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 225148 members 
Entering Unmasked Estep 
Score: -25074956.000000 Penalty: 6137.353027
	Iteration 254Q: 3 clusters Score -2.507496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 225162 members 
Entering Unmasked Estep 
Score: -25074952.000000 Penalty: 6137.353027
	Iteration 255Q: 3 clusters Score -2.507495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 225179 members 
Entering Unmasked Estep 
Score: -25074954.000000 Penalty: 6137.353027
	Iteration 256Q: 3 clusters Score -2.507495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 225194 members 
Entering Unmasked Estep 
Score: -25074970.000000 Penalty: 6137.353027
	Iteration 257Q: 3 clusters Score -2.507497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 225211 members 
Entering Unmasked Estep 
Score: -25074962.000000 Penalty: 6137.353027
	Iteration 258Q: 3 clusters Score -2.507496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 225225 members 
Entering Unmasked Estep 
Score: -25074944.000000 Penalty: 6137.353027
	Iteration 259Q: 3 clusters Score -2.507494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 225235 members 
Entering Unmasked Estep 
Score: -25074958.000000 Penalty: 6137.353027
	Iteration 260F: 3 clusters Score -2.507496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 225251 members 
Entering Unmasked Estep 
Score: -25074938.000000 Penalty: 6137.353027
	Iteration 261Q: 3 clusters Score -2.507494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 225266 members 
Entering Unmasked Estep 
Score: -25074946.000000 Penalty: 6137.353027
	Iteration 262Q: 3 clusters Score -2.507495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 225285 members 
Entering Unmasked Estep 
Score: -25074956.000000 Penalty: 6137.353027
	Iteration 263Q: 3 clusters Score -2.507496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 225309 members 
Entering Unmasked Estep 
Score: -25074980.000000 Penalty: 6137.353027
	Iteration 264Q: 3 clusters Score -2.507498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 225337 members 
Entering Unmasked Estep 
Score: -25074988.000000 Penalty: 6137.353027
	Iteration 265Q: 3 clusters Score -2.507499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 225361 members 
Entering Unmasked Estep 
Score: -25075002.000000 Penalty: 6137.353027
	Iteration 266Q: 3 clusters Score -2.5075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 225379 members 
Entering Unmasked Estep 
Score: -25075012.000000 Penalty: 6137.353027
	Iteration 267Q: 3 clusters Score -2.507501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 225400 members 
Entering Unmasked Estep 
Score: -25074994.000000 Penalty: 6137.353027
	Iteration 268Q: 3 clusters Score -2.507499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 225415 members 
Entering Unmasked Estep 
Score: -25075006.000000 Penalty: 6137.353027
	Iteration 269Q: 3 clusters Score -2.507501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 225429 members 
Entering Unmasked Estep 
Score: -25075010.000000 Penalty: 6137.353027
	Iteration 270Q: 3 clusters Score -2.507501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 225441 members 
Entering Unmasked Estep 
Score: -25074988.000000 Penalty: 6137.353027
	Iteration 271Q: 3 clusters Score -2.507499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 225454 members 
Entering Unmasked Estep 
Score: -25074980.000000 Penalty: 6137.353027
	Iteration 272Q: 3 clusters Score -2.507498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 225467 members 
Entering Unmasked Estep 
Score: -25075000.000000 Penalty: 6137.353027
	Iteration 273Q: 3 clusters Score -2.5075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 225475 members 
Entering Unmasked Estep 
Score: -25075002.000000 Penalty: 6137.353027
	Iteration 274Q: 3 clusters Score -2.5075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 225485 members 
Entering Unmasked Estep 
Score: -25074986.000000 Penalty: 6137.353027
	Iteration 275Q: 3 clusters Score -2.507499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 225493 members 
Entering Unmasked Estep 
Score: -25074980.000000 Penalty: 6137.353027
	Iteration 276Q: 3 clusters Score -2.507498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 225501 members 
Entering Unmasked Estep 
Score: -25074986.000000 Penalty: 6137.353027
	Iteration 277Q: 3 clusters Score -2.507499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 225511 members 
Entering Unmasked Estep 
Score: -25074996.000000 Penalty: 6137.353027
	Iteration 278Q: 3 clusters Score -2.5075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 225519 members 
Entering Unmasked Estep 
Score: -25074990.000000 Penalty: 6137.353027
	Iteration 279Q: 3 clusters Score -2.507499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 225524 members 
Entering Unmasked Estep 
Score: -25074998.000000 Penalty: 6137.353027
	Iteration 280F: 3 clusters Score -2.5075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 225534 members 
Entering Unmasked Estep 
Score: -25075004.000000 Penalty: 6137.353027
	Iteration 281Q: 3 clusters Score -2.5075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 225538 members 
Entering Unmasked Estep 
Score: -25075008.000000 Penalty: 6137.353027
	Iteration 282Q: 3 clusters Score -2.507501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 225550 members 
Entering Unmasked Estep 
Score: -25075034.000000 Penalty: 6137.353027
	Iteration 283Q: 3 clusters Score -2.507503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 225558 members 
Entering Unmasked Estep 
Score: -25075040.000000 Penalty: 6137.353027
	Iteration 284Q: 3 clusters Score -2.507504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 225564 members 
Entering Unmasked Estep 
Score: -25075048.000000 Penalty: 6137.353027
	Iteration 285Q: 3 clusters Score -2.507505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 225568 members 
Entering Unmasked Estep 
Score: -25075048.000000 Penalty: 6137.353027
	Iteration 286Q: 3 clusters Score -2.507505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 225573 members 
Entering Unmasked Estep 
Score: -25075040.000000 Penalty: 6137.353027
	Iteration 287Q: 3 clusters Score -2.507504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 225578 members 
Entering Unmasked Estep 
Score: -25075048.000000 Penalty: 6137.353027
	Iteration 288Q: 3 clusters Score -2.507505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 225579 members 
Entering Unmasked Estep 
Score: -25075038.000000 Penalty: 6137.353027
	Iteration 289Q: 3 clusters Score -2.507504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 225580 members 
Entering Unmasked Estep 
Score: -25075046.000000 Penalty: 6137.353027
	Iteration 290Q: 3 clusters Score -2.507505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 225581 members 
Entering Unmasked Estep 
Score: -25075044.000000 Penalty: 6137.353027
	Iteration 291Q: 3 clusters Score -2.507504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 225582 members 
Entering Unmasked Estep 
Score: -25075052.000000 Penalty: 6137.353027
	Iteration 292Q: 3 clusters Score -2.507505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 225582 members 
Entering Unmasked Estep 
Score: -25075052.000000 Penalty: 6137.353027
	Iteration 293F: 3 clusters Score -2.507505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Entering Unmasked Estep 
Score: -2758108.500000 Penalty: 2543.324463
	Iteration 0F: 2 clusters Score -2758108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2738604.250000 Penalty: 5086.648926
	Iteration 0F: 3 clusters Score -2738604 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2745558.250000 Penalty: 5086.648926
	Iteration 1F: 3 clusters Score -2745558 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2746179.750000 Penalty: 5086.648926
	Iteration 2F: 3 clusters Score -2746180 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2746809.500000 Penalty: 5086.648926
	Iteration 3F: 3 clusters Score -2746810 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2747452.750000 Penalty: 5086.648926
	Iteration 4Q: 3 clusters Score -2747453 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2748106.000000 Penalty: 5086.648926
	Iteration 5Q: 3 clusters Score -2748106 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2748747.250000 Penalty: 5086.648926
	Iteration 6Q: 3 clusters Score -2748747 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2749428.000000 Penalty: 5086.648926
	Iteration 7Q: 3 clusters Score -2749428 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2750141.750000 Penalty: 5086.648926
	Iteration 8Q: 3 clusters Score -2750142 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2750886.750000 Penalty: 5086.648926
	Iteration 9Q: 3 clusters Score -2750887 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2751640.750000 Penalty: 5086.648926
	Iteration 10Q: 3 clusters Score -2751641 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2752415.750000 Penalty: 5086.648926
	Iteration 11Q: 3 clusters Score -2752416 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2753050.000000 Penalty: 5086.648926
	Iteration 12Q: 3 clusters Score -2753050 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2753551.500000 Penalty: 5086.648926
	Iteration 13Q: 3 clusters Score -2753552 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2753891.500000 Penalty: 5086.648926
	Iteration 14Q: 3 clusters Score -2753892 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2754153.250000 Penalty: 5086.648926
	Iteration 15Q: 3 clusters Score -2754153 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2754430.000000 Penalty: 5086.648926
	Iteration 16Q: 3 clusters Score -2754430 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2754643.750000 Penalty: 5086.648926
	Iteration 17Q: 3 clusters Score -2754644 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2754899.000000 Penalty: 5086.648926
	Iteration 18Q: 3 clusters Score -2754899 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2755104.500000 Penalty: 5086.648926
	Iteration 19Q: 3 clusters Score -2755104 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2755292.500000 Penalty: 5086.648926
	Iteration 20F: 3 clusters Score -2755292 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2755437.500000 Penalty: 5086.648926
	Iteration 21Q: 3 clusters Score -2755438 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2755533.250000 Penalty: 5086.648926
	Iteration 22Q: 3 clusters Score -2755533 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2755627.500000 Penalty: 5086.648926
	Iteration 23Q: 3 clusters Score -2755628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2755703.500000 Penalty: 5086.648926
	Iteration 24Q: 3 clusters Score -2755704 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2755774.000000 Penalty: 5086.648926
	Iteration 25Q: 3 clusters Score -2755774 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2755854.000000 Penalty: 5086.648926
	Iteration 26Q: 3 clusters Score -2755854 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2755917.000000 Penalty: 5086.648926
	Iteration 27Q: 3 clusters Score -2755917 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2755968.750000 Penalty: 5086.648926
	Iteration 28Q: 3 clusters Score -2755969 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2756026.750000 Penalty: 5086.648926
	Iteration 29Q: 3 clusters Score -2756027 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2756085.750000 Penalty: 5086.648926
	Iteration 30Q: 3 clusters Score -2756086 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2756134.250000 Penalty: 5086.648926
	Iteration 31Q: 3 clusters Score -2756134 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2756177.500000 Penalty: 5086.648926
	Iteration 32Q: 3 clusters Score -2756178 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2756223.000000 Penalty: 5086.648926
	Iteration 33Q: 3 clusters Score -2756223 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2756254.250000 Penalty: 5086.648926
	Iteration 34Q: 3 clusters Score -2756254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2756292.250000 Penalty: 5086.648926
	Iteration 35Q: 3 clusters Score -2756292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2756325.500000 Penalty: 5086.648926
	Iteration 36Q: 3 clusters Score -2756326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2756346.750000 Penalty: 5086.648926
	Iteration 37Q: 3 clusters Score -2756347 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2756378.250000 Penalty: 5086.648926
	Iteration 38Q: 3 clusters Score -2756378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2756404.250000 Penalty: 5086.648926
	Iteration 39Q: 3 clusters Score -2756404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2756428.250000 Penalty: 5086.648926
	Iteration 40F: 3 clusters Score -2756428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2756450.000000 Penalty: 5086.648926
	Iteration 41Q: 3 clusters Score -2756450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2756474.500000 Penalty: 5086.648926
	Iteration 42Q: 3 clusters Score -2756474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2756490.500000 Penalty: 5086.648926
	Iteration 43Q: 3 clusters Score -2756490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2756519.750000 Penalty: 5086.648926
	Iteration 44Q: 3 clusters Score -2756520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2756546.000000 Penalty: 5086.648926
	Iteration 45Q: 3 clusters Score -2756546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2756564.500000 Penalty: 5086.648926
	Iteration 46Q: 3 clusters Score -2756564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2756587.750000 Penalty: 5086.648926
	Iteration 47Q: 3 clusters Score -2756588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2756598.250000 Penalty: 5086.648926
	Iteration 48Q: 3 clusters Score -2756598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2756620.500000 Penalty: 5086.648926
	Iteration 49Q: 3 clusters Score -2756620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2756641.250000 Penalty: 5086.648926
	Iteration 50Q: 3 clusters Score -2756641 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2756668.500000 Penalty: 5086.648926
	Iteration 51Q: 3 clusters Score -2756668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2756672.000000 Penalty: 5086.648926
	Iteration 52Q: 3 clusters Score -2756672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2756691.750000 Penalty: 5086.648926
	Iteration 53Q: 3 clusters Score -2756692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2756699.250000 Penalty: 5086.648926
	Iteration 54Q: 3 clusters Score -2756699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2756707.250000 Penalty: 5086.648926
	Iteration 55Q: 3 clusters Score -2756707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2756726.250000 Penalty: 5086.648926
	Iteration 56Q: 3 clusters Score -2756726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2756731.750000 Penalty: 5086.648926
	Iteration 57Q: 3 clusters Score -2756732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2756737.500000 Penalty: 5086.648926
	Iteration 58Q: 3 clusters Score -2756738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2756747.500000 Penalty: 5086.648926
	Iteration 59Q: 3 clusters Score -2756748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2756758.750000 Penalty: 5086.648926
	Iteration 60F: 3 clusters Score -2756759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2756765.500000 Penalty: 5086.648926
	Iteration 61Q: 3 clusters Score -2756766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2756779.000000 Penalty: 5086.648926
	Iteration 62Q: 3 clusters Score -2756779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2756792.750000 Penalty: 5086.648926
	Iteration 63Q: 3 clusters Score -2756793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2756809.250000 Penalty: 5086.648926
	Iteration 64Q: 3 clusters Score -2756809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2756802.500000 Penalty: 5086.648926
	Iteration 65Q: 3 clusters Score -2756802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2756820.000000 Penalty: 5086.648926
	Iteration 66Q: 3 clusters Score -2756820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2756832.000000 Penalty: 5086.648926
	Iteration 67Q: 3 clusters Score -2756832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2756836.000000 Penalty: 5086.648926
	Iteration 68Q: 3 clusters Score -2756836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2756845.250000 Penalty: 5086.648926
	Iteration 69Q: 3 clusters Score -2756845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2756859.500000 Penalty: 5086.648926
	Iteration 70Q: 3 clusters Score -2756860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2756863.750000 Penalty: 5086.648926
	Iteration 71Q: 3 clusters Score -2756864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2756872.750000 Penalty: 5086.648926
	Iteration 72Q: 3 clusters Score -2756873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2756892.750000 Penalty: 5086.648926
	Iteration 73Q: 3 clusters Score -2756893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2756910.250000 Penalty: 5086.648926
	Iteration 74Q: 3 clusters Score -2756910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2756917.750000 Penalty: 5086.648926
	Iteration 75Q: 3 clusters Score -2756918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2756926.250000 Penalty: 5086.648926
	Iteration 76Q: 3 clusters Score -2756926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2756933.500000 Penalty: 5086.648926
	Iteration 77Q: 3 clusters Score -2756934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2756949.250000 Penalty: 5086.648926
	Iteration 78Q: 3 clusters Score -2756949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2756961.000000 Penalty: 5086.648926
	Iteration 79Q: 3 clusters Score -2756961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2756986.250000 Penalty: 5086.648926
	Iteration 80F: 3 clusters Score -2756986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2757000.750000 Penalty: 5086.648926
	Iteration 81Q: 3 clusters Score -2757001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2757014.750000 Penalty: 5086.648926
	Iteration 82Q: 3 clusters Score -2757015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -2757020.750000 Penalty: 5086.648926
	Iteration 83Q: 3 clusters Score -2757021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -2757037.000000 Penalty: 5086.648926
	Iteration 84Q: 3 clusters Score -2757037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2757049.750000 Penalty: 5086.648926
	Iteration 85Q: 3 clusters Score -2757050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2757063.250000 Penalty: 5086.648926
	Iteration 86Q: 3 clusters Score -2757063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2757082.750000 Penalty: 5086.648926
	Iteration 87Q: 3 clusters Score -2757083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -2757097.000000 Penalty: 5086.648926
	Iteration 88Q: 3 clusters Score -2757097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2757102.750000 Penalty: 5086.648926
	Iteration 89Q: 3 clusters Score -2757103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2757104.750000 Penalty: 5086.648926
	Iteration 90Q: 3 clusters Score -2757105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2757106.500000 Penalty: 5086.648926
	Iteration 91Q: 3 clusters Score -2757106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2757115.000000 Penalty: 5086.648926
	Iteration 92Q: 3 clusters Score -2757115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -2757129.500000 Penalty: 5086.648926
	Iteration 93Q: 3 clusters Score -2757130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2757124.750000 Penalty: 5086.648926
	Iteration 94Q: 3 clusters Score -2757125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -2757127.750000 Penalty: 5086.648926
	Iteration 95Q: 3 clusters Score -2757128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2757126.750000 Penalty: 5086.648926
	Iteration 96Q: 3 clusters Score -2757127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2757131.500000 Penalty: 5086.648926
	Iteration 97Q: 3 clusters Score -2757132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2757129.750000 Penalty: 5086.648926
	Iteration 98Q: 3 clusters Score -2757130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2757131.500000 Penalty: 5086.648926
	Iteration 99Q: 3 clusters Score -2757132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2757141.250000 Penalty: 5086.648926
	Iteration 100F: 3 clusters Score -2757141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2757141.250000 Penalty: 5086.648926
	Iteration 101Q: 3 clusters Score -2757141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2757139.250000 Penalty: 5086.648926
	Iteration 102Q: 3 clusters Score -2757139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2757139.500000 Penalty: 5086.648926
	Iteration 103Q: 3 clusters Score -2757140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2757141.000000 Penalty: 5086.648926
	Iteration 104Q: 3 clusters Score -2757141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2757150.750000 Penalty: 5086.648926
	Iteration 105Q: 3 clusters Score -2757151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2757147.750000 Penalty: 5086.648926
	Iteration 106Q: 3 clusters Score -2757148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2757153.000000 Penalty: 5086.648926
	Iteration 107Q: 3 clusters Score -2757153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2757152.250000 Penalty: 5086.648926
	Iteration 108Q: 3 clusters Score -2757152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2757154.250000 Penalty: 5086.648926
	Iteration 109Q: 3 clusters Score -2757154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2757161.500000 Penalty: 5086.648926
	Iteration 110Q: 3 clusters Score -2757162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2757165.750000 Penalty: 5086.648926
	Iteration 111Q: 3 clusters Score -2757166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2757170.000000 Penalty: 5086.648926
	Iteration 112Q: 3 clusters Score -2757170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2757177.000000 Penalty: 5086.648926
	Iteration 113Q: 3 clusters Score -2757177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2757178.500000 Penalty: 5086.648926
	Iteration 114Q: 3 clusters Score -2757178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2757168.250000 Penalty: 5086.648926
	Iteration 115Q: 3 clusters Score -2757168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2757172.250000 Penalty: 5086.648926
	Iteration 116Q: 3 clusters Score -2757172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2757172.250000 Penalty: 5086.648926
	Iteration 117Q: 3 clusters Score -2757172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2757175.750000 Penalty: 5086.648926
	Iteration 118Q: 3 clusters Score -2757176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2757178.250000 Penalty: 5086.648926
	Iteration 119Q: 3 clusters Score -2757178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2757175.000000 Penalty: 5086.648926
	Iteration 120F: 3 clusters Score -2757175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -1107921.125000 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -1107921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1099851.000000 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -1099851 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1102109.875000 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -1102110 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1102381.625000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -1102382 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1102591.125000 Penalty: 4603.368652
	Iteration 3Q: 3 clusters Score -1102591 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1102780.125000 Penalty: 4603.368652
	Iteration 4Q: 3 clusters Score -1102780 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1102950.375000 Penalty: 4603.368652
	Iteration 5Q: 3 clusters Score -1102950 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1103127.875000 Penalty: 4603.368652
	Iteration 6Q: 3 clusters Score -1103128 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1103329.625000 Penalty: 4603.368652
	Iteration 7Q: 3 clusters Score -1103330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1103561.750000 Penalty: 4603.368652
	Iteration 8Q: 3 clusters Score -1103562 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1103819.000000 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -1103819 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1104079.000000 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -1104079 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1104387.625000 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -1104388 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1104717.000000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -1104717 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1105018.875000 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -1105019 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1105290.750000 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -1105291 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1105495.250000 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -1105495 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1105638.250000 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -1105638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1105733.375000 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -1105733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1105785.625000 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -1105786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1105819.875000 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -1105820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1105842.125000 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -1105842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1105861.625000 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -1105862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1105880.000000 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -1105880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1105885.625000 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -1105886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1105889.625000 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -1105890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1105893.000000 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -1105893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1105899.250000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -1105899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1105901.500000 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -1105902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1105901.500000 Penalty: 4603.368652
	Iteration 28F: 3 clusters Score -1105902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -265296.218750 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -265296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -262024.703125 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -262024.7 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -262756.781250 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -262756.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -262938.812500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -262938.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -263024.250000 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -263024.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -263077.750000 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -263077.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -263110.718750 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -263110.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -263131.968750 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -263132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -263143.906250 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -263143.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -263154.968750 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -263155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263170.156250 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -263170.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263185.312500 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -263185.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263192.687500 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -263192.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -263196.156250 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -263196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263200.812500 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -263200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263205.968750 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -263206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -263210.468750 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -263210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263221.281250 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -263221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263230.125000 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -263230.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -263240.937500 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -263240.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -263249.156250 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -263249.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263254.375000 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -263254.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263261.156250 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -263261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -263270.875000 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -263270.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -263281.468750 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -263281.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -263286.750000 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -263286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -263292.000000 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -263292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -263296.937500 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -263296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -263299.781250 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -263299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -263302.218750 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -263302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -263305.000000 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -263305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -263305.656250 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -263305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -263306.250000 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -263306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -263307.437500 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -263307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -263310.437500 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -263310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263314.468750 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -263314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263315.968750 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -263316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263316.625000 Penalty: 3974.453857
	Iteration 36Q: 3 clusters Score -263316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -263316.718750 Penalty: 3974.453857
	Iteration 37Q: 3 clusters Score -263316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -263316.718750 Penalty: 3974.453857
	Iteration 38F: 3 clusters Score -263316.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (336197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336197 members 
Entering Unmasked Estep 
Score: -35773036.000000 Penalty: 3155.912109
	Iteration 0F: 2 clusters Score -3.577304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -35554836.000000 Penalty: 6311.824219
	Iteration 0F: 3 clusters Score -3.555484e+07 nChanged 163082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165217 members 
Mstep: Class 2 contains 170980 members 
Entering Unmasked Estep 
Score: -35651936.000000 Penalty: 6311.824219
	Iteration 1F: 3 clusters Score -3.565194e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163589 members 
Mstep: Class 2 contains 172608 members 
Entering Unmasked Estep 
Score: -35653352.000000 Penalty: 6311.824219
	Iteration 2Q: 3 clusters Score -3.565335e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -35654576.000000 Penalty: 6311.824219
	Iteration 3Q: 3 clusters Score -3.565458e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -35656612.000000 Penalty: 6311.824219
	Iteration 4Q: 3 clusters Score -3.565661e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 184219 members 
Entering Unmasked Estep 
Score: -35659156.000000 Penalty: 6311.824219
	Iteration 5Q: 3 clusters Score -3.565916e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143715 members 
Mstep: Class 2 contains 192482 members 
Entering Unmasked Estep 
Score: -35663124.000000 Penalty: 6311.824219
	Iteration 6Q: 3 clusters Score -3.566312e+07 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 204434 members 
Entering Unmasked Estep 
Score: -35669848.000000 Penalty: 6311.824219
	Iteration 7Q: 3 clusters Score -3.566985e+07 nChanged 18069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 220397 members 
Entering Unmasked Estep 
Score: -35679824.000000 Penalty: 6311.824219
	Iteration 8F: 3 clusters Score -3.567982e+07 nChanged 21014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 239635 members 
Entering Unmasked Estep 
Score: -35694244.000000 Penalty: 6311.824219
	Iteration 9F: 3 clusters Score -3.569424e+07 nChanged 22007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 259816 members 
Entering Unmasked Estep 
Score: -35711312.000000 Penalty: 6311.824219
	Iteration 10F: 3 clusters Score -3.571131e+07 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 277578 members 
Entering Unmasked Estep 
Score: -35727104.000000 Penalty: 6311.824219
	Iteration 11F: 3 clusters Score -3.57271e+07 nChanged 15283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 291333 members 
Entering Unmasked Estep 
Score: -35739368.000000 Penalty: 6311.824219
	Iteration 12Q: 3 clusters Score -3.573937e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 301276 members 
Entering Unmasked Estep 
Score: -35748268.000000 Penalty: 6311.824219
	Iteration 13Q: 3 clusters Score -3.574827e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 308727 members 
Entering Unmasked Estep 
Score: -35754020.000000 Penalty: 6311.824219
	Iteration 14Q: 3 clusters Score -3.575402e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 314448 members 
Entering Unmasked Estep 
Score: -35758488.000000 Penalty: 6311.824219
	Iteration 15Q: 3 clusters Score -3.575849e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 319085 members 
Entering Unmasked Estep 
Score: -35761956.000000 Penalty: 6311.824219
	Iteration 16Q: 3 clusters Score -3.576196e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 322936 members 
Entering Unmasked Estep 
Score: -35764372.000000 Penalty: 6311.824219
	Iteration 17Q: 3 clusters Score -3.576437e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 325991 members 
Entering Unmasked Estep 
Score: -35765824.000000 Penalty: 6311.824219
	Iteration 18Q: 3 clusters Score -3.576582e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 328450 members 
Entering Unmasked Estep 
Score: -35766948.000000 Penalty: 6311.824219
	Iteration 19Q: 3 clusters Score -3.576695e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 330393 members 
Entering Unmasked Estep 
Score: -35767920.000000 Penalty: 6311.824219
	Iteration 20F: 3 clusters Score -3.576792e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 331845 members 
Entering Unmasked Estep 
Score: -35768668.000000 Penalty: 6311.824219
	Iteration 21Q: 3 clusters Score -3.576867e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 332897 members 
Entering Unmasked Estep 
Score: -35769100.000000 Penalty: 6311.824219
	Iteration 22Q: 3 clusters Score -3.57691e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 333630 members 
Entering Unmasked Estep 
Score: -35769412.000000 Penalty: 6311.824219
	Iteration 23Q: 3 clusters Score -3.576941e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 334146 members 
Entering Unmasked Estep 
Score: -35769652.000000 Penalty: 6311.824219
	Iteration 24Q: 3 clusters Score -3.576965e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 334509 members 
Entering Unmasked Estep 
Score: -35769784.000000 Penalty: 6311.824219
	Iteration 25Q: 3 clusters Score -3.576978e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 334757 members 
Entering Unmasked Estep 
Score: -35769908.000000 Penalty: 6311.824219
	Iteration 26Q: 3 clusters Score -3.576991e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 334928 members 
Entering Unmasked Estep 
Score: -35769996.000000 Penalty: 6311.824219
	Iteration 27Q: 3 clusters Score -3.577e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 335028 members 
Entering Unmasked Estep 
Score: -35770048.000000 Penalty: 6311.824219
	Iteration 28Q: 3 clusters Score -3.577005e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 335113 members 
Entering Unmasked Estep 
Score: -35770120.000000 Penalty: 6311.824219
	Iteration 29Q: 3 clusters Score -3.577012e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 335188 members 
Entering Unmasked Estep 
Score: -35770172.000000 Penalty: 6311.824219
	Iteration 30Q: 3 clusters Score -3.577017e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 335250 members 
Entering Unmasked Estep 
Score: -35770248.000000 Penalty: 6311.824219
	Iteration 31Q: 3 clusters Score -3.577025e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 335304 members 
Entering Unmasked Estep 
Score: -35770256.000000 Penalty: 6311.824219
	Iteration 32Q: 3 clusters Score -3.577026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 335338 members 
Entering Unmasked Estep 
Score: -35770296.000000 Penalty: 6311.824219
	Iteration 33Q: 3 clusters Score -3.57703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 335355 members 
Entering Unmasked Estep 
Score: -35770320.000000 Penalty: 6311.824219
	Iteration 34Q: 3 clusters Score -3.577032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 335367 members 
Entering Unmasked Estep 
Score: -35770344.000000 Penalty: 6311.824219
	Iteration 35Q: 3 clusters Score -3.577034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 335385 members 
Entering Unmasked Estep 
Score: -35770348.000000 Penalty: 6311.824219
	Iteration 36Q: 3 clusters Score -3.577035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 335399 members 
Entering Unmasked Estep 
Score: -35770364.000000 Penalty: 6311.824219
	Iteration 37Q: 3 clusters Score -3.577036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 335412 members 
Entering Unmasked Estep 
Score: -35770372.000000 Penalty: 6311.824219
	Iteration 38Q: 3 clusters Score -3.577037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 335418 members 
Entering Unmasked Estep 
Score: -35770388.000000 Penalty: 6311.824219
	Iteration 39Q: 3 clusters Score -3.577039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 335424 members 
Entering Unmasked Estep 
Score: -35770408.000000 Penalty: 6311.824219
	Iteration 40F: 3 clusters Score -3.577041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 335431 members 
Entering Unmasked Estep 
Score: -35770404.000000 Penalty: 6311.824219
	Iteration 41Q: 3 clusters Score -3.57704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 335433 members 
Entering Unmasked Estep 
Score: -35770400.000000 Penalty: 6311.824219
	Iteration 42Q: 3 clusters Score -3.57704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 335437 members 
Entering Unmasked Estep 
Score: -35770416.000000 Penalty: 6311.824219
	Iteration 43Q: 3 clusters Score -3.577042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 335443 members 
Entering Unmasked Estep 
Score: -35770428.000000 Penalty: 6311.824219
	Iteration 44Q: 3 clusters Score -3.577043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 335451 members 
Entering Unmasked Estep 
Score: -35770420.000000 Penalty: 6311.824219
	Iteration 45Q: 3 clusters Score -3.577042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 335462 members 
Entering Unmasked Estep 
Score: -35770416.000000 Penalty: 6311.824219
	Iteration 46Q: 3 clusters Score -3.577042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 335467 members 
Entering Unmasked Estep 
Score: -35770420.000000 Penalty: 6311.824219
	Iteration 47Q: 3 clusters Score -3.577042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 335470 members 
Entering Unmasked Estep 
Score: -35770404.000000 Penalty: 6311.824219
	Iteration 48Q: 3 clusters Score -3.57704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 335471 members 
Entering Unmasked Estep 
Score: -35770404.000000 Penalty: 6311.824219
	Iteration 49Q: 3 clusters Score -3.57704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 335473 members 
Entering Unmasked Estep 
Score: -35770396.000000 Penalty: 6311.824219
	Iteration 50Q: 3 clusters Score -3.57704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 335473 members 
Entering Unmasked Estep 
Score: -35770396.000000 Penalty: 6311.824219
	Iteration 51F: 3 clusters Score -3.57704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -33643.636719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -33643.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32292.851562 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -32292.85 nChanged 60
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: -32478.312500 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -32478.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32509.501953 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -32509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32526.775391 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -32526.78 nChanged 1
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: -32530.738281 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -32530.74 nChanged 0
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: -32530.738281 Penalty: 2916.744385
	Iteration 5F: 3 clusters Score -32530.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (318592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318592 members 
Entering Unmasked Estep 
Score: -33816500.000000 Penalty: 3142.573242
	Iteration 0F: 2 clusters Score -3.38165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -33605104.000000 Penalty: 6285.146484
	Iteration 0F: 3 clusters Score -3.36051e+07 nChanged 154627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162623 members 
Mstep: Class 2 contains 155969 members 
Entering Unmasked Estep 
Score: -33696616.000000 Penalty: 6285.146484
	Iteration 1F: 3 clusters Score -3.369662e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -33697616.000000 Penalty: 6285.146484
	Iteration 2Q: 3 clusters Score -3.369762e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -33698852.000000 Penalty: 6285.146484
	Iteration 3Q: 3 clusters Score -3.369885e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 144563 members 
Entering Unmasked Estep 
Score: -33700688.000000 Penalty: 6285.146484
	Iteration 4Q: 3 clusters Score -3.370069e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182691 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -33703464.000000 Penalty: 6285.146484
	Iteration 5Q: 3 clusters Score -3.370346e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195885 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -33709288.000000 Penalty: 6285.146484
	Iteration 6Q: 3 clusters Score -3.370929e+07 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215158 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -33720556.000000 Penalty: 6285.146484
	Iteration 7F: 3 clusters Score -3.372056e+07 nChanged 25861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240833 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -33740052.000000 Penalty: 6285.146484
	Iteration 8F: 3 clusters Score -3.374005e+07 nChanged 28585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269380 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -33765500.000000 Penalty: 6285.146484
	Iteration 9F: 3 clusters Score -3.37655e+07 nChanged 24690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294066 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -33789832.000000 Penalty: 6285.146484
	Iteration 10F: 3 clusters Score -3.378983e+07 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309267 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -33804800.000000 Penalty: 6285.146484
	Iteration 11Q: 3 clusters Score -3.38048e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315689 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -33810904.000000 Penalty: 6285.146484
	Iteration 12Q: 3 clusters Score -3.38109e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317678 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -33812768.000000 Penalty: 6285.146484
	Iteration 13Q: 3 clusters Score -3.381277e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318196 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33813324.000000 Penalty: 6285.146484
	Iteration 14Q: 3 clusters Score -3.381332e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33813512.000000 Penalty: 6285.146484
	Iteration 15Q: 3 clusters Score -3.381351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318351 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33813612.000000 Penalty: 6285.146484
	Iteration 16Q: 3 clusters Score -3.381361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318366 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33813628.000000 Penalty: 6285.146484
	Iteration 17Q: 3 clusters Score -3.381363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318379 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33813656.000000 Penalty: 6285.146484
	Iteration 18Q: 3 clusters Score -3.381366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318387 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33813668.000000 Penalty: 6285.146484
	Iteration 19Q: 3 clusters Score -3.381367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318391 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33813672.000000 Penalty: 6285.146484
	Iteration 20F: 3 clusters Score -3.381367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318394 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33813688.000000 Penalty: 6285.146484
	Iteration 21Q: 3 clusters Score -3.381369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318396 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33813700.000000 Penalty: 6285.146484
	Iteration 22Q: 3 clusters Score -3.38137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318397 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33813700.000000 Penalty: 6285.146484
	Iteration 23Q: 3 clusters Score -3.38137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318398 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33813692.000000 Penalty: 6285.146484
	Iteration 24Q: 3 clusters Score -3.381369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318399 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33813696.000000 Penalty: 6285.146484
	Iteration 25Q: 3 clusters Score -3.38137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318400 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33813700.000000 Penalty: 6285.146484
	Iteration 26Q: 3 clusters Score -3.38137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318399 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33813700.000000 Penalty: 6285.146484
	Iteration 27Q: 3 clusters Score -3.38137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318399 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33813700.000000 Penalty: 6285.146484
	Iteration 28F: 3 clusters Score -3.38137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -765821.625000 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -765821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -759890.125000 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -759890.1 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -761465.375000 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -761465.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -761706.687500 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -761706.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -761862.937500 Penalty: 4410.462402
	Iteration 3Q: 3 clusters Score -761862.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -761989.500000 Penalty: 4410.462402
	Iteration 4Q: 3 clusters Score -761989.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -762101.125000 Penalty: 4410.462402
	Iteration 5Q: 3 clusters Score -762101.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -762184.500000 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -762184.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -762256.062500 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -762256.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -762323.687500 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -762323.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -762404.312500 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -762404.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -762495.750000 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -762495.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -762598.062500 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -762598.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -762728.625000 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -762728.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -762853.687500 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -762853.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -762980.625000 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -762980.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -763110.687500 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -763110.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -763243.187500 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -763243.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -763367.437500 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -763367.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -763464.125000 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -763464.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -763554.437500 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -763554.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -763624.125000 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -763624.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -763686.812500 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -763686.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -763732.375000 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -763732.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -763773.812500 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -763773.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -763801.875000 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -763801.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -763827.750000 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -763827.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -763843.875000 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -763843.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -763857.875000 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -763857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -763870.125000 Penalty: 4410.462402
	Iteration 28Q: 3 clusters Score -763870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -763873.937500 Penalty: 4410.462402
	Iteration 29Q: 3 clusters Score -763873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -763879.125000 Penalty: 4410.462402
	Iteration 30Q: 3 clusters Score -763879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -763892.375000 Penalty: 4410.462402
	Iteration 31Q: 3 clusters Score -763892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -763898.375000 Penalty: 4410.462402
	Iteration 32Q: 3 clusters Score -763898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -763911.000000 Penalty: 4410.462402
	Iteration 33Q: 3 clusters Score -763911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -763911.125000 Penalty: 4410.462402
	Iteration 34Q: 3 clusters Score -763911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -763911.875000 Penalty: 4410.462402
	Iteration 35Q: 3 clusters Score -763911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -763912.625000 Penalty: 4410.462402
	Iteration 36Q: 3 clusters Score -763912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -763912.625000 Penalty: 4410.462402
	Iteration 37F: 3 clusters Score -763912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -99621.656250 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -99621.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97689.367188 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -97689.37 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97987.664062 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -97987.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98064.328125 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -98064.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98091.789062 Penalty: 3430.690674
	Iteration 3Q: 3 clusters Score -98091.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98112.171875 Penalty: 3430.690674
	Iteration 4Q: 3 clusters Score -98112.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98124.851562 Penalty: 3430.690674
	Iteration 5Q: 3 clusters Score -98124.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98132.937500 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -98132.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98140.023438 Penalty: 3430.690674
	Iteration 7Q: 3 clusters Score -98140.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98147.859375 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -98147.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98151.585938 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -98151.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98152.281250 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -98152.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98152.281250 Penalty: 3430.690674
	Iteration 11F: 3 clusters Score -98152.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (131802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Entering Unmasked Estep 
Score: -14104750.000000 Penalty: 2923.685791
	Iteration 0F: 2 clusters Score -1.410475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -14016479.000000 Penalty: 5847.371582
	Iteration 0F: 3 clusters Score -1.401648e+07 nChanged 62746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -14053457.000000 Penalty: 5847.371582
	Iteration 1F: 3 clusters Score -1.405346e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -14054806.000000 Penalty: 5847.371582
	Iteration 2Q: 3 clusters Score -1.405481e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -14056882.000000 Penalty: 5847.371582
	Iteration 3Q: 3 clusters Score -1.405688e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -14060290.000000 Penalty: 5847.371582
	Iteration 4Q: 3 clusters Score -1.406029e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -14066040.000000 Penalty: 5847.371582
	Iteration 5F: 3 clusters Score -1.406604e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -14074679.000000 Penalty: 5847.371582
	Iteration 6F: 3 clusters Score -1.407468e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -14085233.000000 Penalty: 5847.371582
	Iteration 7F: 3 clusters Score -1.408523e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -14094063.000000 Penalty: 5847.371582
	Iteration 8F: 3 clusters Score -1.409406e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -14098987.000000 Penalty: 5847.371582
	Iteration 9Q: 3 clusters Score -1.409899e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14101027.000000 Penalty: 5847.371582
	Iteration 10Q: 3 clusters Score -1.410103e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -14101694.000000 Penalty: 5847.371582
	Iteration 11Q: 3 clusters Score -1.410169e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14102016.000000 Penalty: 5847.371582
	Iteration 12Q: 3 clusters Score -1.410202e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14102151.000000 Penalty: 5847.371582
	Iteration 13Q: 3 clusters Score -1.410215e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131302 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14102211.000000 Penalty: 5847.371582
	Iteration 14Q: 3 clusters Score -1.410221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131324 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14102240.000000 Penalty: 5847.371582
	Iteration 15Q: 3 clusters Score -1.410224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14102284.000000 Penalty: 5847.371582
	Iteration 16Q: 3 clusters Score -1.410228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131365 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14102295.000000 Penalty: 5847.371582
	Iteration 17Q: 3 clusters Score -1.41023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131373 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14102333.000000 Penalty: 5847.371582
	Iteration 18Q: 3 clusters Score -1.410233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14102334.000000 Penalty: 5847.371582
	Iteration 19Q: 3 clusters Score -1.410233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14102332.000000 Penalty: 5847.371582
	Iteration 20F: 3 clusters Score -1.410233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131387 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14102344.000000 Penalty: 5847.371582
	Iteration 21Q: 3 clusters Score -1.410234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14102343.000000 Penalty: 5847.371582
	Iteration 22Q: 3 clusters Score -1.410234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131392 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14102352.000000 Penalty: 5847.371582
	Iteration 23Q: 3 clusters Score -1.410235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131393 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14102343.000000 Penalty: 5847.371582
	Iteration 24Q: 3 clusters Score -1.410234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131392 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14102341.000000 Penalty: 5847.371582
	Iteration 25Q: 3 clusters Score -1.410234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131392 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14102341.000000 Penalty: 5847.371582
	Iteration 26F: 3 clusters Score -1.410234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Entering Unmasked Estep 
Score: -5206306.000000 Penalty: 2674.268799
	Iteration 0F: 2 clusters Score -5206306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -5173816.000000 Penalty: 5348.537598
	Iteration 0F: 3 clusters Score -5173816 nChanged 22288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -5186233.500000 Penalty: 5348.537598
	Iteration 1F: 3 clusters Score -5186234 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5186649.000000 Penalty: 5348.537598
	Iteration 2Q: 3 clusters Score -5186649 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -5187050.000000 Penalty: 5348.537598
	Iteration 3Q: 3 clusters Score -5187050 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5187549.000000 Penalty: 5348.537598
	Iteration 4Q: 3 clusters Score -5187549 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -5188136.000000 Penalty: 5348.537598
	Iteration 5Q: 3 clusters Score -5188136 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5188889.500000 Penalty: 5348.537598
	Iteration 6Q: 3 clusters Score -5188890 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5190020.000000 Penalty: 5348.537598
	Iteration 7Q: 3 clusters Score -5190020 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5191555.500000 Penalty: 5348.537598
	Iteration 8F: 3 clusters Score -5191556 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -5193581.000000 Penalty: 5348.537598
	Iteration 9F: 3 clusters Score -5193581 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -5195829.000000 Penalty: 5348.537598
	Iteration 10F: 3 clusters Score -5195829 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5197511.000000 Penalty: 5348.537598
	Iteration 11F: 3 clusters Score -5197511 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5198401.500000 Penalty: 5348.537598
	Iteration 12Q: 3 clusters Score -5198402 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -5198835.500000 Penalty: 5348.537598
	Iteration 13Q: 3 clusters Score -5198836 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -5199064.500000 Penalty: 5348.537598
	Iteration 14Q: 3 clusters Score -5199064 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5199314.000000 Penalty: 5348.537598
	Iteration 15Q: 3 clusters Score -5199314 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -5199585.000000 Penalty: 5348.537598
	Iteration 16Q: 3 clusters Score -5199585 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5199810.000000 Penalty: 5348.537598
	Iteration 17Q: 3 clusters Score -5199810 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -5200091.000000 Penalty: 5348.537598
	Iteration 18Q: 3 clusters Score -5200091 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5200292.000000 Penalty: 5348.537598
	Iteration 19Q: 3 clusters Score -5200292 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5200517.500000 Penalty: 5348.537598
	Iteration 20F: 3 clusters Score -5200518 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5200747.000000 Penalty: 5348.537598
	Iteration 21Q: 3 clusters Score -5200747 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5201000.500000 Penalty: 5348.537598
	Iteration 22Q: 3 clusters Score -5201000 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -5201265.500000 Penalty: 5348.537598
	Iteration 23Q: 3 clusters Score -5201266 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5201526.500000 Penalty: 5348.537598
	Iteration 24Q: 3 clusters Score -5201526 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5201792.000000 Penalty: 5348.537598
	Iteration 25Q: 3 clusters Score -5201792 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -5202030.000000 Penalty: 5348.537598
	Iteration 26Q: 3 clusters Score -5202030 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5202271.500000 Penalty: 5348.537598
	Iteration 27Q: 3 clusters Score -5202272 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -5202471.000000 Penalty: 5348.537598
	Iteration 28Q: 3 clusters Score -5202471 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5202692.500000 Penalty: 5348.537598
	Iteration 29Q: 3 clusters Score -5202692 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -5202889.500000 Penalty: 5348.537598
	Iteration 30Q: 3 clusters Score -5202890 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -5203080.500000 Penalty: 5348.537598
	Iteration 31Q: 3 clusters Score -5203080 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -5203265.500000 Penalty: 5348.537598
	Iteration 32Q: 3 clusters Score -5203266 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5203440.500000 Penalty: 5348.537598
	Iteration 33Q: 3 clusters Score -5203440 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5203572.000000 Penalty: 5348.537598
	Iteration 34Q: 3 clusters Score -5203572 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5203713.500000 Penalty: 5348.537598
	Iteration 35Q: 3 clusters Score -5203714 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5203839.000000 Penalty: 5348.537598
	Iteration 36Q: 3 clusters Score -5203839 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5203920.500000 Penalty: 5348.537598
	Iteration 37Q: 3 clusters Score -5203920 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5203992.500000 Penalty: 5348.537598
	Iteration 38Q: 3 clusters Score -5203992 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5204061.000000 Penalty: 5348.537598
	Iteration 39Q: 3 clusters Score -5204061 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5204127.000000 Penalty: 5348.537598
	Iteration 40F: 3 clusters Score -5204127 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5204201.000000 Penalty: 5348.537598
	Iteration 41Q: 3 clusters Score -5204201 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5204249.500000 Penalty: 5348.537598
	Iteration 42Q: 3 clusters Score -5204250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5204284.000000 Penalty: 5348.537598
	Iteration 43Q: 3 clusters Score -5204284 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5204338.500000 Penalty: 5348.537598
	Iteration 44Q: 3 clusters Score -5204338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5204391.500000 Penalty: 5348.537598
	Iteration 45Q: 3 clusters Score -5204392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5204435.500000 Penalty: 5348.537598
	Iteration 46Q: 3 clusters Score -5204436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5204447.000000 Penalty: 5348.537598
	Iteration 47Q: 3 clusters Score -5204447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5204456.000000 Penalty: 5348.537598
	Iteration 48Q: 3 clusters Score -5204456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5204465.500000 Penalty: 5348.537598
	Iteration 49Q: 3 clusters Score -5204466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5204497.500000 Penalty: 5348.537598
	Iteration 50Q: 3 clusters Score -5204498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5204512.000000 Penalty: 5348.537598
	Iteration 51Q: 3 clusters Score -5204512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5204519.000000 Penalty: 5348.537598
	Iteration 52Q: 3 clusters Score -5204519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5204533.000000 Penalty: 5348.537598
	Iteration 53Q: 3 clusters Score -5204533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5204540.500000 Penalty: 5348.537598
	Iteration 54Q: 3 clusters Score -5204540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5204549.000000 Penalty: 5348.537598
	Iteration 55Q: 3 clusters Score -5204549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5204551.500000 Penalty: 5348.537598
	Iteration 56Q: 3 clusters Score -5204552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5204556.000000 Penalty: 5348.537598
	Iteration 57Q: 3 clusters Score -5204556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5204562.000000 Penalty: 5348.537598
	Iteration 58Q: 3 clusters Score -5204562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5204577.000000 Penalty: 5348.537598
	Iteration 59Q: 3 clusters Score -5204577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5204575.000000 Penalty: 5348.537598
	Iteration 60F: 3 clusters Score -5204575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5204587.500000 Penalty: 5348.537598
	Iteration 61Q: 3 clusters Score -5204588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5204587.500000 Penalty: 5348.537598
	Iteration 62Q: 3 clusters Score -5204588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5204589.500000 Penalty: 5348.537598
	Iteration 63Q: 3 clusters Score -5204590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5204595.500000 Penalty: 5348.537598
	Iteration 64Q: 3 clusters Score -5204596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5204593.500000 Penalty: 5348.537598
	Iteration 65Q: 3 clusters Score -5204594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5204599.500000 Penalty: 5348.537598
	Iteration 66Q: 3 clusters Score -5204600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5204597.500000 Penalty: 5348.537598
	Iteration 67Q: 3 clusters Score -5204598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5204598.500000 Penalty: 5348.537598
	Iteration 68Q: 3 clusters Score -5204598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5204600.500000 Penalty: 5348.537598
	Iteration 69Q: 3 clusters Score -5204600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5204600.500000 Penalty: 5348.537598
	Iteration 70Q: 3 clusters Score -5204600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5204602.000000 Penalty: 5348.537598
	Iteration 71Q: 3 clusters Score -5204602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5204603.000000 Penalty: 5348.537598
	Iteration 72Q: 3 clusters Score -5204603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5204603.000000 Penalty: 5348.537598
	Iteration 73Q: 3 clusters Score -5204603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5204604.000000 Penalty: 5348.537598
	Iteration 74Q: 3 clusters Score -5204604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5204605.000000 Penalty: 5348.537598
	Iteration 75Q: 3 clusters Score -5204605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5204604.000000 Penalty: 5348.537598
	Iteration 76Q: 3 clusters Score -5204604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5204601.000000 Penalty: 5348.537598
	Iteration 77Q: 3 clusters Score -5204601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5204600.500000 Penalty: 5348.537598
	Iteration 78Q: 3 clusters Score -5204600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5204600.500000 Penalty: 5348.537598
	Iteration 79F: 3 clusters Score -5204600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -79448.031250 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -79448.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77584.250000 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -77584.25 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77880.210938 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -77880.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77996.000000 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -77996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78136.593750 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -78136.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78213.718750 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -78213.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78263.835938 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -78263.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78343.039062 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -78343.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78437.000000 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -78437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78525.757812 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -78525.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78621.203125 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -78621.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78771.609375 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -78771.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78976.335938 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -78976.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79256.101562 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -79256.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79864.882812 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -79864.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79969.875000 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -79969.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79974.507812 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -79974.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79978.968750 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -79978.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79981.164062 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -79981.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79981.164062 Penalty: 3360.014893
	Iteration 18F: 3 clusters Score -79981.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 164985 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44333 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25432 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74078 members 
Mstep: Class 12 contains 236498 members 
Mstep: Class 13 contains 28434 members 
Mstep: Class 14 contains 10732 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 336197 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 318592 members 
Mstep: Class 19 contains 7274 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131802 members 
Mstep: Class 22 contains 48211 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 455 members 
Entering Unmasked Estep 
Score: -158408624.000000 Penalty: 95332.726562
Splitting cluster 23 changes total score from -158409712.000000 to -158408624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28195.478516 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28195.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28303.343750 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28303.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28351.128906 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28351.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28367.177734 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28367.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28370.316406 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28370.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28370.316406 Penalty: 2876.350098
	Iteration 5F: 3 clusters Score -28370.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -1355990.000000 Penalty: 2345.424316
	Iteration 0F: 2 clusters Score -1355990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1346604.875000 Penalty: 4690.848633
	Iteration 0F: 3 clusters Score -1346605 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1349500.500000 Penalty: 4690.848633
	Iteration 1F: 3 clusters Score -1349500 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1349889.625000 Penalty: 4690.848633
	Iteration 2F: 3 clusters Score -1349890 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1350186.500000 Penalty: 4690.848633
	Iteration 3Q: 3 clusters Score -1350186 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1350465.375000 Penalty: 4690.848633
	Iteration 4Q: 3 clusters Score -1350465 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1350773.000000 Penalty: 4690.848633
	Iteration 5Q: 3 clusters Score -1350773 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1351107.000000 Penalty: 4690.848633
	Iteration 6Q: 3 clusters Score -1351107 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1351444.250000 Penalty: 4690.848633
	Iteration 7Q: 3 clusters Score -1351444 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1351857.750000 Penalty: 4690.848633
	Iteration 8Q: 3 clusters Score -1351858 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1352297.125000 Penalty: 4690.848633
	Iteration 9Q: 3 clusters Score -1352297 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1352742.875000 Penalty: 4690.848633
	Iteration 10Q: 3 clusters Score -1352743 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1353133.000000 Penalty: 4690.848633
	Iteration 11Q: 3 clusters Score -1353133 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1353460.875000 Penalty: 4690.848633
	Iteration 12Q: 3 clusters Score -1353461 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1353676.000000 Penalty: 4690.848633
	Iteration 13Q: 3 clusters Score -1353676 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1353813.875000 Penalty: 4690.848633
	Iteration 14Q: 3 clusters Score -1353814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1353920.125000 Penalty: 4690.848633
	Iteration 15Q: 3 clusters Score -1353920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1354002.875000 Penalty: 4690.848633
	Iteration 16Q: 3 clusters Score -1354003 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1354075.375000 Penalty: 4690.848633
	Iteration 17Q: 3 clusters Score -1354075 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1354157.250000 Penalty: 4690.848633
	Iteration 18Q: 3 clusters Score -1354157 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1354237.250000 Penalty: 4690.848633
	Iteration 19Q: 3 clusters Score -1354237 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1354314.250000 Penalty: 4690.848633
	Iteration 20F: 3 clusters Score -1354314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1354379.125000 Penalty: 4690.848633
	Iteration 21Q: 3 clusters Score -1354379 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1354423.625000 Penalty: 4690.848633
	Iteration 22Q: 3 clusters Score -1354424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1354455.625000 Penalty: 4690.848633
	Iteration 23Q: 3 clusters Score -1354456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1354480.125000 Penalty: 4690.848633
	Iteration 24Q: 3 clusters Score -1354480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1354496.375000 Penalty: 4690.848633
	Iteration 25Q: 3 clusters Score -1354496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1354509.250000 Penalty: 4690.848633
	Iteration 26Q: 3 clusters Score -1354509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1354518.750000 Penalty: 4690.848633
	Iteration 27Q: 3 clusters Score -1354519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1354521.250000 Penalty: 4690.848633
	Iteration 28Q: 3 clusters Score -1354521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1354528.625000 Penalty: 4690.848633
	Iteration 29Q: 3 clusters Score -1354529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1354536.500000 Penalty: 4690.848633
	Iteration 30Q: 3 clusters Score -1354536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1354541.750000 Penalty: 4690.848633
	Iteration 31Q: 3 clusters Score -1354542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1354545.500000 Penalty: 4690.848633
	Iteration 32Q: 3 clusters Score -1354546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1354548.750000 Penalty: 4690.848633
	Iteration 33Q: 3 clusters Score -1354549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1354551.000000 Penalty: 4690.848633
	Iteration 34Q: 3 clusters Score -1354551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1354562.125000 Penalty: 4690.848633
	Iteration 35Q: 3 clusters Score -1354562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1354563.750000 Penalty: 4690.848633
	Iteration 36Q: 3 clusters Score -1354564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1354569.625000 Penalty: 4690.848633
	Iteration 37Q: 3 clusters Score -1354570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1354573.500000 Penalty: 4690.848633
	Iteration 38Q: 3 clusters Score -1354574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1354574.750000 Penalty: 4690.848633
	Iteration 39Q: 3 clusters Score -1354575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1354579.750000 Penalty: 4690.848633
	Iteration 40F: 3 clusters Score -1354580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1354582.000000 Penalty: 4690.848633
	Iteration 41Q: 3 clusters Score -1354582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1354579.750000 Penalty: 4690.848633
	Iteration 42Q: 3 clusters Score -1354580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1354582.500000 Penalty: 4690.848633
	Iteration 43Q: 3 clusters Score -1354582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1354581.875000 Penalty: 4690.848633
	Iteration 44Q: 3 clusters Score -1354582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1354579.875000 Penalty: 4690.848633
	Iteration 45Q: 3 clusters Score -1354580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1354582.750000 Penalty: 4690.848633
	Iteration 46Q: 3 clusters Score -1354583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1354583.375000 Penalty: 4690.848633
	Iteration 47Q: 3 clusters Score -1354583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1354583.625000 Penalty: 4690.848633
	Iteration 48Q: 3 clusters Score -1354584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1354585.875000 Penalty: 4690.848633
	Iteration 49Q: 3 clusters Score -1354586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1354586.875000 Penalty: 4690.848633
	Iteration 50Q: 3 clusters Score -1354587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1354585.375000 Penalty: 4690.848633
	Iteration 51Q: 3 clusters Score -1354585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1354584.250000 Penalty: 4690.848633
	Iteration 52Q: 3 clusters Score -1354584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1354585.375000 Penalty: 4690.848633
	Iteration 53Q: 3 clusters Score -1354585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1354584.625000 Penalty: 4690.848633
	Iteration 54Q: 3 clusters Score -1354585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1354588.375000 Penalty: 4690.848633
	Iteration 55Q: 3 clusters Score -1354588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1354589.375000 Penalty: 4690.848633
	Iteration 56Q: 3 clusters Score -1354589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1354588.500000 Penalty: 4690.848633
	Iteration 57Q: 3 clusters Score -1354588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1354588.125000 Penalty: 4690.848633
	Iteration 58Q: 3 clusters Score -1354588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1354588.500000 Penalty: 4690.848633
	Iteration 59Q: 3 clusters Score -1354588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1354588.875000 Penalty: 4690.848633
	Iteration 60F: 3 clusters Score -1354589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1354589.625000 Penalty: 4690.848633
	Iteration 61Q: 3 clusters Score -1354590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1354591.125000 Penalty: 4690.848633
	Iteration 62Q: 3 clusters Score -1354591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1354595.500000 Penalty: 4690.848633
	Iteration 63Q: 3 clusters Score -1354596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1354591.500000 Penalty: 4690.848633
	Iteration 64Q: 3 clusters Score -1354592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1354593.000000 Penalty: 4690.848633
	Iteration 65Q: 3 clusters Score -1354593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1354592.000000 Penalty: 4690.848633
	Iteration 66Q: 3 clusters Score -1354592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1354592.000000 Penalty: 4690.848633
	Iteration 67F: 3 clusters Score -1354592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -47576.125000 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -47576.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46017.707031 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -46017.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46146.652344 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -46146.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46220.605469 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -46220.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46277.031250 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -46277.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46312.703125 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -46312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46334.855469 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -46334.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46354.527344 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -46354.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46371.687500 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -46371.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46385.527344 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -46385.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46396.089844 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -46396.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46400.003906 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -46400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46400.003906 Penalty: 3098.068848
	Iteration 11F: 3 clusters Score -46400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 164985 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44333 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25432 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74078 members 
Mstep: Class 12 contains 236498 members 
Mstep: Class 13 contains 28434 members 
Mstep: Class 14 contains 10732 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 336197 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 318592 members 
Mstep: Class 19 contains 7274 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131802 members 
Mstep: Class 22 contains 48211 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410160.000000 Penalty: 91801.890625
Iteration 239Q: 27 clusters Score -1.584102e+08 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 164741 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44419 members 
Mstep: Class 6 contains 50847 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25410 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74148 members 
Mstep: Class 12 contains 235914 members 
Mstep: Class 13 contains 28437 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 336554 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 318837 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131779 members 
Mstep: Class 22 contains 48266 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409744.000000 Penalty: 91801.890625
Iteration 240F: 27 clusters Score -1.584097e+08 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 164491 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44519 members 
Mstep: Class 6 contains 50893 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25393 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74232 members 
Mstep: Class 12 contains 235284 members 
Mstep: Class 13 contains 28440 members 
Mstep: Class 14 contains 10742 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 337034 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 318985 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131760 members 
Mstep: Class 22 contains 48326 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409904.000000 Penalty: 91801.890625
Iteration 241Q: 27 clusters Score -1.584099e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 164284 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44626 members 
Mstep: Class 6 contains 50936 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25377 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74328 members 
Mstep: Class 12 contains 234648 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 337441 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319118 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 131753 members 
Mstep: Class 22 contains 48383 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12834 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410736.000000 Penalty: 91801.890625
Iteration 242Q: 27 clusters Score -1.584107e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 164058 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44742 members 
Mstep: Class 6 contains 50977 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25361 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74416 members 
Mstep: Class 12 contains 234024 members 
Mstep: Class 13 contains 28447 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 337733 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319317 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 131790 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12857 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411264.000000 Penalty: 91801.890625
Iteration 243Q: 27 clusters Score -1.584113e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 163805 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44866 members 
Mstep: Class 6 contains 51009 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25348 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74526 members 
Mstep: Class 12 contains 233444 members 
Mstep: Class 13 contains 28441 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 338102 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319473 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131782 members 
Mstep: Class 22 contains 48526 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12877 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411088.000000 Penalty: 91801.890625
Iteration 244Q: 27 clusters Score -1.584111e+08 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 163538 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 44987 members 
Mstep: Class 6 contains 51056 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25334 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74634 members 
Mstep: Class 12 contains 232819 members 
Mstep: Class 13 contains 28441 members 
Mstep: Class 14 contains 10746 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 338566 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319604 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131729 members 
Mstep: Class 22 contains 48622 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12900 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411552.000000 Penalty: 91801.890625
Iteration 245Q: 27 clusters Score -1.584116e+08 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 163283 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45092 members 
Mstep: Class 6 contains 51093 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25315 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74739 members 
Mstep: Class 12 contains 232172 members 
Mstep: Class 13 contains 28444 members 
Mstep: Class 14 contains 10751 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 339162 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319621 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131689 members 
Mstep: Class 22 contains 48715 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12925 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411520.000000 Penalty: 91801.890625
Iteration 246Q: 27 clusters Score -1.584115e+08 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 163005 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45208 members 
Mstep: Class 6 contains 51137 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25282 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74835 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 28448 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 339777 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319648 members 
Mstep: Class 19 contains 7334 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131648 members 
Mstep: Class 22 contains 48811 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12944 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411088.000000 Penalty: 91801.890625
Iteration 247Q: 27 clusters Score -1.584111e+08 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 162720 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45354 members 
Mstep: Class 6 contains 51163 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25250 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74966 members 
Mstep: Class 12 contains 230848 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 340385 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319648 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131617 members 
Mstep: Class 22 contains 48908 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12964 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411680.000000 Penalty: 91801.890625
Iteration 248Q: 27 clusters Score -1.584117e+08 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 162429 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45485 members 
Mstep: Class 6 contains 51205 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25190 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75088 members 
Mstep: Class 12 contains 230189 members 
Mstep: Class 13 contains 28450 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 341052 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319604 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131573 members 
Mstep: Class 22 contains 49001 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 12996 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411712.000000 Penalty: 91801.890625
Iteration 249Q: 27 clusters Score -1.584117e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 162149 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45621 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25137 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75213 members 
Mstep: Class 12 contains 229536 members 
Mstep: Class 13 contains 28454 members 
Mstep: Class 14 contains 10771 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 341648 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 319607 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131498 members 
Mstep: Class 22 contains 49121 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13022 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412896.000000 Penalty: 91801.890625
Iteration 250Q: 27 clusters Score -1.584129e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 161831 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45755 members 
Mstep: Class 6 contains 51261 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25078 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75310 members 
Mstep: Class 12 contains 228844 members 
Mstep: Class 13 contains 28450 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 342341 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319657 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 131418 members 
Mstep: Class 22 contains 49249 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13051 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413168.000000 Penalty: 91801.890625
Iteration 251Q: 27 clusters Score -1.584132e+08 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 161521 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 45908 members 
Mstep: Class 6 contains 51291 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 25032 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75392 members 
Mstep: Class 12 contains 228222 members 
Mstep: Class 13 contains 28458 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 342915 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319682 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 131359 members 
Mstep: Class 22 contains 49389 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413056.000000 Penalty: 91801.890625
Iteration 252Q: 27 clusters Score -1.584131e+08 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 161171 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46078 members 
Mstep: Class 6 contains 51311 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24995 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75465 members 
Mstep: Class 12 contains 227604 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 10776 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 343564 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319643 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131295 members 
Mstep: Class 22 contains 49532 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13137 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413664.000000 Penalty: 91801.890625
Iteration 253Q: 27 clusters Score -1.584137e+08 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 160800 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46206 members 
Mstep: Class 6 contains 51334 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24959 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75528 members 
Mstep: Class 12 contains 227048 members 
Mstep: Class 13 contains 28442 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 344172 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319650 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131216 members 
Mstep: Class 22 contains 49671 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13206 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413872.000000 Penalty: 91801.890625
Iteration 254Q: 27 clusters Score -1.584139e+08 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 160412 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46350 members 
Mstep: Class 6 contains 51361 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24915 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75565 members 
Mstep: Class 12 contains 226545 members 
Mstep: Class 13 contains 28444 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 344685 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319724 members 
Mstep: Class 19 contains 7438 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 131146 members 
Mstep: Class 22 contains 49816 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13267 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414032.000000 Penalty: 91801.890625
Iteration 255Q: 27 clusters Score -1.58414e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 160003 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46474 members 
Mstep: Class 6 contains 51383 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24863 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75575 members 
Mstep: Class 12 contains 226069 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 345256 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319831 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 131056 members 
Mstep: Class 22 contains 49945 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414416.000000 Penalty: 91801.890625
Iteration 256Q: 27 clusters Score -1.584144e+08 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 159599 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46624 members 
Mstep: Class 6 contains 51391 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24787 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75594 members 
Mstep: Class 12 contains 225635 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 345752 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 319975 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130949 members 
Mstep: Class 22 contains 50056 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414880.000000 Penalty: 91801.890625
Iteration 257Q: 27 clusters Score -1.584149e+08 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 159147 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46780 members 
Mstep: Class 6 contains 51418 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24715 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75600 members 
Mstep: Class 12 contains 225299 members 
Mstep: Class 13 contains 28431 members 
Mstep: Class 14 contains 10781 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 346104 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 320200 members 
Mstep: Class 19 contains 7509 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130839 members 
Mstep: Class 22 contains 50198 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13423 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414592.000000 Penalty: 91801.890625
Iteration 258Q: 27 clusters Score -1.584146e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 158637 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 46947 members 
Mstep: Class 6 contains 51437 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75607 members 
Mstep: Class 12 contains 224968 members 
Mstep: Class 13 contains 28421 members 
Mstep: Class 14 contains 10789 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 346435 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 320440 members 
Mstep: Class 19 contains 7530 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130744 members 
Mstep: Class 22 contains 50357 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13476 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414720.000000 Penalty: 91801.890625
Iteration 259Q: 27 clusters Score -1.584147e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 158175 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47081 members 
Mstep: Class 6 contains 51443 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24604 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75595 members 
Mstep: Class 12 contains 224713 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 346754 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 320679 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130644 members 
Mstep: Class 22 contains 50500 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13520 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414448.000000 Penalty: 91801.890625
Iteration 260F: 27 clusters Score -1.584144e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 157731 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47235 members 
Mstep: Class 6 contains 51463 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24533 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75549 members 
Mstep: Class 12 contains 224462 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 346929 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 321021 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 130548 members 
Mstep: Class 22 contains 50653 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13570 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414672.000000 Penalty: 91801.890625
Iteration 261Q: 27 clusters Score -1.584147e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 157281 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47346 members 
Mstep: Class 6 contains 51478 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24478 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75527 members 
Mstep: Class 12 contains 224224 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 347159 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 321369 members 
Mstep: Class 19 contains 7587 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 130405 members 
Mstep: Class 22 contains 50822 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13606 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414880.000000 Penalty: 91801.890625
Iteration 262Q: 27 clusters Score -1.584149e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 156782 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47439 members 
Mstep: Class 6 contains 51481 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24424 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75523 members 
Mstep: Class 12 contains 224042 members 
Mstep: Class 13 contains 28409 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 347364 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 321722 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 130302 members 
Mstep: Class 22 contains 50989 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13623 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414544.000000 Penalty: 91801.890625
Iteration 263Q: 27 clusters Score -1.584145e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 156263 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47565 members 
Mstep: Class 6 contains 51496 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24387 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75559 members 
Mstep: Class 12 contains 223936 members 
Mstep: Class 13 contains 28399 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 347495 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 322029 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130238 members 
Mstep: Class 22 contains 51101 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13627 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414688.000000 Penalty: 91801.890625
Iteration 264Q: 27 clusters Score -1.584147e+08 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 155789 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47679 members 
Mstep: Class 6 contains 51512 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24345 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75604 members 
Mstep: Class 12 contains 223847 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 347557 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 322357 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130124 members 
Mstep: Class 22 contains 51227 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13648 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414800.000000 Penalty: 91801.890625
Iteration 265Q: 27 clusters Score -1.584148e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 155352 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47772 members 
Mstep: Class 6 contains 51522 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24306 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75668 members 
Mstep: Class 12 contains 223750 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 347606 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 322714 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 130025 members 
Mstep: Class 22 contains 51308 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13658 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414992.000000 Penalty: 91801.890625
Iteration 266Q: 27 clusters Score -1.58415e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 154882 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47865 members 
Mstep: Class 6 contains 51524 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24287 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75717 members 
Mstep: Class 12 contains 223645 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 347649 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 323093 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 129936 members 
Mstep: Class 22 contains 51390 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13676 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415040.000000 Penalty: 91801.890625
Iteration 267Q: 27 clusters Score -1.58415e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 154441 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 47972 members 
Mstep: Class 6 contains 51536 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24261 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75749 members 
Mstep: Class 12 contains 223530 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 10823 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 347649 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 323508 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129852 members 
Mstep: Class 22 contains 51470 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13703 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415536.000000 Penalty: 91801.890625
Iteration 268Q: 27 clusters Score -1.584155e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 154014 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48036 members 
Mstep: Class 6 contains 51542 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24239 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75778 members 
Mstep: Class 12 contains 223363 members 
Mstep: Class 13 contains 28379 members 
Mstep: Class 14 contains 10842 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 347713 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 323923 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129772 members 
Mstep: Class 22 contains 51548 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13739 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415248.000000 Penalty: 91801.890625
Iteration 269Q: 27 clusters Score -1.584152e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 153593 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48081 members 
Mstep: Class 6 contains 51563 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24201 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75795 members 
Mstep: Class 12 contains 223221 members 
Mstep: Class 13 contains 28380 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 347802 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 324380 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129666 members 
Mstep: Class 22 contains 51613 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13757 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415552.000000 Penalty: 91801.890625
Iteration 270Q: 27 clusters Score -1.584156e+08 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 153153 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48142 members 
Mstep: Class 6 contains 51593 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24165 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75799 members 
Mstep: Class 12 contains 223076 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 347907 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 324828 members 
Mstep: Class 19 contains 7726 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 129578 members 
Mstep: Class 22 contains 51682 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13769 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415232.000000 Penalty: 91801.890625
Iteration 271Q: 27 clusters Score -1.584152e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 152715 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48208 members 
Mstep: Class 6 contains 51617 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24133 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75806 members 
Mstep: Class 12 contains 222932 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 348004 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 325280 members 
Mstep: Class 19 contains 7747 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129489 members 
Mstep: Class 22 contains 51736 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13780 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414800.000000 Penalty: 91801.890625
Iteration 272Q: 27 clusters Score -1.584148e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 152274 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48286 members 
Mstep: Class 6 contains 51625 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24106 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75806 members 
Mstep: Class 12 contains 222800 members 
Mstep: Class 13 contains 28372 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 348104 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 325699 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 51809 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13787 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415040.000000 Penalty: 91801.890625
Iteration 273Q: 27 clusters Score -1.58415e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 151799 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48374 members 
Mstep: Class 6 contains 51638 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24088 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75808 members 
Mstep: Class 12 contains 222677 members 
Mstep: Class 13 contains 28364 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 348180 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 326122 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 129357 members 
Mstep: Class 22 contains 51863 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13811 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415200.000000 Penalty: 91801.890625
Iteration 274Q: 27 clusters Score -1.584152e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 151325 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48456 members 
Mstep: Class 6 contains 51641 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75807 members 
Mstep: Class 12 contains 222547 members 
Mstep: Class 13 contains 28364 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 348311 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 326508 members 
Mstep: Class 19 contains 7802 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129276 members 
Mstep: Class 22 contains 51920 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13838 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414816.000000 Penalty: 91801.890625
Iteration 275Q: 27 clusters Score -1.584148e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 150895 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48529 members 
Mstep: Class 6 contains 51650 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24050 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75825 members 
Mstep: Class 12 contains 222387 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 348425 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 326852 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129223 members 
Mstep: Class 22 contains 51977 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13897 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414672.000000 Penalty: 91801.890625
Iteration 276Q: 27 clusters Score -1.584147e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 150482 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48601 members 
Mstep: Class 6 contains 51668 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75829 members 
Mstep: Class 12 contains 222232 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 348534 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 327202 members 
Mstep: Class 19 contains 7844 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129158 members 
Mstep: Class 22 contains 52038 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13941 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414928.000000 Penalty: 91801.890625
Iteration 277Q: 27 clusters Score -1.584149e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 150072 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48667 members 
Mstep: Class 6 contains 51675 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 24010 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75841 members 
Mstep: Class 12 contains 222146 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 348648 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 327506 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129083 members 
Mstep: Class 22 contains 52088 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13984 members 
Mstep: Class 26 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414944.000000 Penalty: 91801.890625
Iteration 278Q: 27 clusters Score -1.584149e+08 nChanged 2689
Entering ConstructFrom: 
Score: -158414944.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Entering Unmasked Estep 
Score: -2468256.000000 Penalty: 2488.766602
	Iteration 0F: 2 clusters Score -2468256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2452367.500000 Penalty: 4977.533203
	Iteration 0F: 3 clusters Score -2452368 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2457694.000000 Penalty: 4977.533203
	Iteration 1F: 3 clusters Score -2457694 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2458095.750000 Penalty: 4977.533203
	Iteration 2Q: 3 clusters Score -2458096 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2458329.750000 Penalty: 4977.533203
	Iteration 3Q: 3 clusters Score -2458330 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2458539.000000 Penalty: 4977.533203
	Iteration 4Q: 3 clusters Score -2458539 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2458714.000000 Penalty: 4977.533203
	Iteration 5Q: 3 clusters Score -2458714 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2458900.250000 Penalty: 4977.533203
	Iteration 6Q: 3 clusters Score -2458900 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2459100.500000 Penalty: 4977.533203
	Iteration 7Q: 3 clusters Score -2459100 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2459321.250000 Penalty: 4977.533203
	Iteration 8Q: 3 clusters Score -2459321 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2459568.500000 Penalty: 4977.533203
	Iteration 9Q: 3 clusters Score -2459568 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2459866.500000 Penalty: 4977.533203
	Iteration 10Q: 3 clusters Score -2459866 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2460275.000000 Penalty: 4977.533203
	Iteration 11Q: 3 clusters Score -2460275 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2460749.250000 Penalty: 4977.533203
	Iteration 12Q: 3 clusters Score -2460749 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2461321.250000 Penalty: 4977.533203
	Iteration 13Q: 3 clusters Score -2461321 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2461975.750000 Penalty: 4977.533203
	Iteration 14Q: 3 clusters Score -2461976 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2462743.750000 Penalty: 4977.533203
	Iteration 15Q: 3 clusters Score -2462744 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2463458.750000 Penalty: 4977.533203
	Iteration 16F: 3 clusters Score -2463459 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2463931.500000 Penalty: 4977.533203
	Iteration 17Q: 3 clusters Score -2463932 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2464205.750000 Penalty: 4977.533203
	Iteration 18Q: 3 clusters Score -2464206 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2464331.500000 Penalty: 4977.533203
	Iteration 19Q: 3 clusters Score -2464332 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2464447.000000 Penalty: 4977.533203
	Iteration 20F: 3 clusters Score -2464447 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2464506.750000 Penalty: 4977.533203
	Iteration 21Q: 3 clusters Score -2464507 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2464584.000000 Penalty: 4977.533203
	Iteration 22Q: 3 clusters Score -2464584 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2464627.500000 Penalty: 4977.533203
	Iteration 23Q: 3 clusters Score -2464628 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2464680.750000 Penalty: 4977.533203
	Iteration 24Q: 3 clusters Score -2464681 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2464722.500000 Penalty: 4977.533203
	Iteration 25Q: 3 clusters Score -2464722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2464762.750000 Penalty: 4977.533203
	Iteration 26Q: 3 clusters Score -2464763 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2464803.500000 Penalty: 4977.533203
	Iteration 27Q: 3 clusters Score -2464804 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2464834.750000 Penalty: 4977.533203
	Iteration 28Q: 3 clusters Score -2464835 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2464859.500000 Penalty: 4977.533203
	Iteration 29Q: 3 clusters Score -2464860 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2464898.000000 Penalty: 4977.533203
	Iteration 30Q: 3 clusters Score -2464898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2464913.250000 Penalty: 4977.533203
	Iteration 31Q: 3 clusters Score -2464913 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2464955.250000 Penalty: 4977.533203
	Iteration 32Q: 3 clusters Score -2464955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2464988.750000 Penalty: 4977.533203
	Iteration 33Q: 3 clusters Score -2464989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2465039.000000 Penalty: 4977.533203
	Iteration 34Q: 3 clusters Score -2465039 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2465057.750000 Penalty: 4977.533203
	Iteration 35Q: 3 clusters Score -2465058 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2465097.750000 Penalty: 4977.533203
	Iteration 36Q: 3 clusters Score -2465098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2465154.750000 Penalty: 4977.533203
	Iteration 37Q: 3 clusters Score -2465155 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2465186.500000 Penalty: 4977.533203
	Iteration 38Q: 3 clusters Score -2465186 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2465232.000000 Penalty: 4977.533203
	Iteration 39Q: 3 clusters Score -2465232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2465257.750000 Penalty: 4977.533203
	Iteration 40F: 3 clusters Score -2465258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2465297.250000 Penalty: 4977.533203
	Iteration 41Q: 3 clusters Score -2465297 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2465335.250000 Penalty: 4977.533203
	Iteration 42Q: 3 clusters Score -2465335 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2465386.000000 Penalty: 4977.533203
	Iteration 43Q: 3 clusters Score -2465386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2465436.750000 Penalty: 4977.533203
	Iteration 44Q: 3 clusters Score -2465437 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2465487.000000 Penalty: 4977.533203
	Iteration 45Q: 3 clusters Score -2465487 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2465540.000000 Penalty: 4977.533203
	Iteration 46Q: 3 clusters Score -2465540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2465579.500000 Penalty: 4977.533203
	Iteration 47Q: 3 clusters Score -2465580 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2465625.250000 Penalty: 4977.533203
	Iteration 48Q: 3 clusters Score -2465625 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2465665.500000 Penalty: 4977.533203
	Iteration 49Q: 3 clusters Score -2465666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2465713.500000 Penalty: 4977.533203
	Iteration 50Q: 3 clusters Score -2465714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2465787.500000 Penalty: 4977.533203
	Iteration 51Q: 3 clusters Score -2465788 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2465838.750000 Penalty: 4977.533203
	Iteration 52Q: 3 clusters Score -2465839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2465893.500000 Penalty: 4977.533203
	Iteration 53Q: 3 clusters Score -2465894 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2465953.750000 Penalty: 4977.533203
	Iteration 54Q: 3 clusters Score -2465954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2465992.750000 Penalty: 4977.533203
	Iteration 55Q: 3 clusters Score -2465993 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2466030.750000 Penalty: 4977.533203
	Iteration 56Q: 3 clusters Score -2466031 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2466063.000000 Penalty: 4977.533203
	Iteration 57Q: 3 clusters Score -2466063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2466106.750000 Penalty: 4977.533203
	Iteration 58Q: 3 clusters Score -2466107 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2466132.250000 Penalty: 4977.533203
	Iteration 59Q: 3 clusters Score -2466132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2466163.750000 Penalty: 4977.533203
	Iteration 60F: 3 clusters Score -2466164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2466187.250000 Penalty: 4977.533203
	Iteration 61Q: 3 clusters Score -2466187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2466206.750000 Penalty: 4977.533203
	Iteration 62Q: 3 clusters Score -2466207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2466215.750000 Penalty: 4977.533203
	Iteration 63Q: 3 clusters Score -2466216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2466226.000000 Penalty: 4977.533203
	Iteration 64Q: 3 clusters Score -2466226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2466233.000000 Penalty: 4977.533203
	Iteration 65Q: 3 clusters Score -2466233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2466243.750000 Penalty: 4977.533203
	Iteration 66Q: 3 clusters Score -2466244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2466249.500000 Penalty: 4977.533203
	Iteration 67Q: 3 clusters Score -2466250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2466255.500000 Penalty: 4977.533203
	Iteration 68Q: 3 clusters Score -2466256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2466266.000000 Penalty: 4977.533203
	Iteration 69Q: 3 clusters Score -2466266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2466257.500000 Penalty: 4977.533203
	Iteration 70Q: 3 clusters Score -2466258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2466264.000000 Penalty: 4977.533203
	Iteration 71Q: 3 clusters Score -2466264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2466265.250000 Penalty: 4977.533203
	Iteration 72Q: 3 clusters Score -2466265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2466267.000000 Penalty: 4977.533203
	Iteration 73Q: 3 clusters Score -2466267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2466265.500000 Penalty: 4977.533203
	Iteration 74Q: 3 clusters Score -2466266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2466273.000000 Penalty: 4977.533203
	Iteration 75Q: 3 clusters Score -2466273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2466280.000000 Penalty: 4977.533203
	Iteration 76Q: 3 clusters Score -2466280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2466281.500000 Penalty: 4977.533203
	Iteration 77Q: 3 clusters Score -2466282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2466291.500000 Penalty: 4977.533203
	Iteration 78Q: 3 clusters Score -2466292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2466292.250000 Penalty: 4977.533203
	Iteration 79Q: 3 clusters Score -2466292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2466304.750000 Penalty: 4977.533203
	Iteration 80F: 3 clusters Score -2466305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2466304.750000 Penalty: 4977.533203
	Iteration 81Q: 3 clusters Score -2466305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2466316.000000 Penalty: 4977.533203
	Iteration 82Q: 3 clusters Score -2466316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2466324.750000 Penalty: 4977.533203
	Iteration 83Q: 3 clusters Score -2466325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2466322.750000 Penalty: 4977.533203
	Iteration 84Q: 3 clusters Score -2466323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2466326.750000 Penalty: 4977.533203
	Iteration 85Q: 3 clusters Score -2466327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2466327.750000 Penalty: 4977.533203
	Iteration 86Q: 3 clusters Score -2466328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2466331.250000 Penalty: 4977.533203
	Iteration 87Q: 3 clusters Score -2466331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2466337.750000 Penalty: 4977.533203
	Iteration 88Q: 3 clusters Score -2466338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2466338.000000 Penalty: 4977.533203
	Iteration 89Q: 3 clusters Score -2466338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2466337.000000 Penalty: 4977.533203
	Iteration 90Q: 3 clusters Score -2466337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2466335.500000 Penalty: 4977.533203
	Iteration 91Q: 3 clusters Score -2466336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2466347.000000 Penalty: 4977.533203
	Iteration 92Q: 3 clusters Score -2466347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2466344.000000 Penalty: 4977.533203
	Iteration 93Q: 3 clusters Score -2466344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2466342.500000 Penalty: 4977.533203
	Iteration 94Q: 3 clusters Score -2466342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2466348.250000 Penalty: 4977.533203
	Iteration 95Q: 3 clusters Score -2466348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2466346.000000 Penalty: 4977.533203
	Iteration 96Q: 3 clusters Score -2466346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2466344.500000 Penalty: 4977.533203
	Iteration 97Q: 3 clusters Score -2466344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2466342.250000 Penalty: 4977.533203
	Iteration 98Q: 3 clusters Score -2466342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2466344.500000 Penalty: 4977.533203
	Iteration 99Q: 3 clusters Score -2466344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2466344.500000 Penalty: 4977.533203
	Iteration 100F: 3 clusters Score -2466344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -104657.945312 Penalty: 1733.583618
	Iteration 0F: 2 clusters Score -104657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102691.148438 Penalty: 3467.167236
	Iteration 0F: 3 clusters Score -102691.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103001.945312 Penalty: 3467.167236
	Iteration 1F: 3 clusters Score -103001.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -103081.468750 Penalty: 3467.167236
	Iteration 2F: 3 clusters Score -103081.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103134.765625 Penalty: 3467.167236
	Iteration 3Q: 3 clusters Score -103134.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103153.078125 Penalty: 3467.167236
	Iteration 4Q: 3 clusters Score -103153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103161.601562 Penalty: 3467.167236
	Iteration 5Q: 3 clusters Score -103161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103164.656250 Penalty: 3467.167236
	Iteration 6Q: 3 clusters Score -103164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103166.859375 Penalty: 3467.167236
	Iteration 7Q: 3 clusters Score -103166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103169.171875 Penalty: 3467.167236
	Iteration 8Q: 3 clusters Score -103169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -103169.750000 Penalty: 3467.167236
	Iteration 9Q: 3 clusters Score -103169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103171.625000 Penalty: 3467.167236
	Iteration 10Q: 3 clusters Score -103171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -103172.953125 Penalty: 3467.167236
	Iteration 11Q: 3 clusters Score -103173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103175.023438 Penalty: 3467.167236
	Iteration 12Q: 3 clusters Score -103175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103175.023438 Penalty: 3467.167236
	Iteration 13F: 3 clusters Score -103175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (149671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Entering Unmasked Estep 
Score: -16022797.000000 Penalty: 2955.216309
	Iteration 0F: 2 clusters Score -1.60228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -15921863.000000 Penalty: 5910.432617
	Iteration 0F: 3 clusters Score -1.592186e+07 nChanged 71739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -15963931.000000 Penalty: 5910.432617
	Iteration 1F: 3 clusters Score -1.596393e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -15964930.000000 Penalty: 5910.432617
	Iteration 2Q: 3 clusters Score -1.596493e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -15965922.000000 Penalty: 5910.432617
	Iteration 3Q: 3 clusters Score -1.596592e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -15967264.000000 Penalty: 5910.432617
	Iteration 4Q: 3 clusters Score -1.596726e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -15969002.000000 Penalty: 5910.432617
	Iteration 5Q: 3 clusters Score -1.5969e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -15971592.000000 Penalty: 5910.432617
	Iteration 6Q: 3 clusters Score -1.597159e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -15975341.000000 Penalty: 5910.432617
	Iteration 7Q: 3 clusters Score -1.597534e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -15980887.000000 Penalty: 5910.432617
	Iteration 8F: 3 clusters Score -1.598089e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -15987735.000000 Penalty: 5910.432617
	Iteration 9F: 3 clusters Score -1.598774e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -15994694.000000 Penalty: 5910.432617
	Iteration 10F: 3 clusters Score -1.599469e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -15999992.000000 Penalty: 5910.432617
	Iteration 11F: 3 clusters Score -1.599999e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -16003677.000000 Penalty: 5910.432617
	Iteration 12Q: 3 clusters Score -1.600368e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -16006279.000000 Penalty: 5910.432617
	Iteration 13Q: 3 clusters Score -1.600628e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -16007986.000000 Penalty: 5910.432617
	Iteration 14Q: 3 clusters Score -1.600799e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 125956 members 
Entering Unmasked Estep 
Score: -16009449.000000 Penalty: 5910.432617
	Iteration 15Q: 3 clusters Score -1.600945e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 128879 members 
Entering Unmasked Estep 
Score: -16010940.000000 Penalty: 5910.432617
	Iteration 16Q: 3 clusters Score -1.601094e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -16012271.000000 Penalty: 5910.432617
	Iteration 17Q: 3 clusters Score -1.601227e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -16013705.000000 Penalty: 5910.432617
	Iteration 18Q: 3 clusters Score -1.60137e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -16014968.000000 Penalty: 5910.432617
	Iteration 19Q: 3 clusters Score -1.601497e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -16016188.000000 Penalty: 5910.432617
	Iteration 20F: 3 clusters Score -1.601619e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 140501 members 
Entering Unmasked Estep 
Score: -16017152.000000 Penalty: 5910.432617
	Iteration 21Q: 3 clusters Score -1.601715e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 141974 members 
Entering Unmasked Estep 
Score: -16018028.000000 Penalty: 5910.432617
	Iteration 22Q: 3 clusters Score -1.601803e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -16018689.000000 Penalty: 5910.432617
	Iteration 23Q: 3 clusters Score -1.601869e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -16019195.000000 Penalty: 5910.432617
	Iteration 24Q: 3 clusters Score -1.60192e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -16019598.000000 Penalty: 5910.432617
	Iteration 25Q: 3 clusters Score -1.60196e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 145313 members 
Entering Unmasked Estep 
Score: -16019907.000000 Penalty: 5910.432617
	Iteration 26Q: 3 clusters Score -1.601991e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 145745 members 
Entering Unmasked Estep 
Score: -16020141.000000 Penalty: 5910.432617
	Iteration 27Q: 3 clusters Score -1.602014e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -16020363.000000 Penalty: 5910.432617
	Iteration 28Q: 3 clusters Score -1.602036e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 146326 members 
Entering Unmasked Estep 
Score: -16020514.000000 Penalty: 5910.432617
	Iteration 29Q: 3 clusters Score -1.602051e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -16020609.000000 Penalty: 5910.432617
	Iteration 30Q: 3 clusters Score -1.602061e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 146688 members 
Entering Unmasked Estep 
Score: -16020683.000000 Penalty: 5910.432617
	Iteration 31Q: 3 clusters Score -1.602068e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 146821 members 
Entering Unmasked Estep 
Score: -16020744.000000 Penalty: 5910.432617
	Iteration 32Q: 3 clusters Score -1.602074e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 146941 members 
Entering Unmasked Estep 
Score: -16020799.000000 Penalty: 5910.432617
	Iteration 33Q: 3 clusters Score -1.60208e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 147033 members 
Entering Unmasked Estep 
Score: -16020809.000000 Penalty: 5910.432617
	Iteration 34Q: 3 clusters Score -1.602081e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -16020822.000000 Penalty: 5910.432617
	Iteration 35Q: 3 clusters Score -1.602082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -16020869.000000 Penalty: 5910.432617
	Iteration 36Q: 3 clusters Score -1.602087e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 147211 members 
Entering Unmasked Estep 
Score: -16020904.000000 Penalty: 5910.432617
	Iteration 37Q: 3 clusters Score -1.60209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -16020895.000000 Penalty: 5910.432617
	Iteration 38Q: 3 clusters Score -1.60209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -16020908.000000 Penalty: 5910.432617
	Iteration 39Q: 3 clusters Score -1.602091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -16020913.000000 Penalty: 5910.432617
	Iteration 40F: 3 clusters Score -1.602091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 147331 members 
Entering Unmasked Estep 
Score: -16020907.000000 Penalty: 5910.432617
	Iteration 41Q: 3 clusters Score -1.602091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -16020924.000000 Penalty: 5910.432617
	Iteration 42Q: 3 clusters Score -1.602092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -16020919.000000 Penalty: 5910.432617
	Iteration 43Q: 3 clusters Score -1.602092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -16020912.000000 Penalty: 5910.432617
	Iteration 44Q: 3 clusters Score -1.602091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -16020898.000000 Penalty: 5910.432617
	Iteration 45Q: 3 clusters Score -1.60209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -16020901.000000 Penalty: 5910.432617
	Iteration 46Q: 3 clusters Score -1.60209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 147386 members 
Entering Unmasked Estep 
Score: -16020908.000000 Penalty: 5910.432617
	Iteration 47Q: 3 clusters Score -1.602091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -16020914.000000 Penalty: 5910.432617
	Iteration 48Q: 3 clusters Score -1.602091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 147392 members 
Entering Unmasked Estep 
Score: -16020920.000000 Penalty: 5910.432617
	Iteration 49Q: 3 clusters Score -1.602092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -16020916.000000 Penalty: 5910.432617
	Iteration 50Q: 3 clusters Score -1.602092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 147394 members 
Entering Unmasked Estep 
Score: -16020916.000000 Penalty: 5910.432617
	Iteration 51Q: 3 clusters Score -1.602092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 147395 members 
Entering Unmasked Estep 
Score: -16020915.000000 Penalty: 5910.432617
	Iteration 52Q: 3 clusters Score -1.602092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -16020919.000000 Penalty: 5910.432617
	Iteration 53Q: 3 clusters Score -1.602092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -16020926.000000 Penalty: 5910.432617
	Iteration 54Q: 3 clusters Score -1.602093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -16020917.000000 Penalty: 5910.432617
	Iteration 55Q: 3 clusters Score -1.602092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -16020914.000000 Penalty: 5910.432617
	Iteration 56Q: 3 clusters Score -1.602091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -16020907.000000 Penalty: 5910.432617
	Iteration 57Q: 3 clusters Score -1.602091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -16020899.000000 Penalty: 5910.432617
	Iteration 58Q: 3 clusters Score -1.60209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -16020901.000000 Penalty: 5910.432617
	Iteration 59Q: 3 clusters Score -1.60209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -16020915.000000 Penalty: 5910.432617
	Iteration 60F: 3 clusters Score -1.602092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -16020917.000000 Penalty: 5910.432617
	Iteration 61Q: 3 clusters Score -1.602092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -16020905.000000 Penalty: 5910.432617
	Iteration 62Q: 3 clusters Score -1.60209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 147438 members 
Entering Unmasked Estep 
Score: -16020907.000000 Penalty: 5910.432617
	Iteration 63Q: 3 clusters Score -1.602091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -16020906.000000 Penalty: 5910.432617
	Iteration 64Q: 3 clusters Score -1.602091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -16020909.000000 Penalty: 5910.432617
	Iteration 65Q: 3 clusters Score -1.602091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -16020918.000000 Penalty: 5910.432617
	Iteration 66Q: 3 clusters Score -1.602092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 147441 members 
Entering Unmasked Estep 
Score: -16020919.000000 Penalty: 5910.432617
	Iteration 67Q: 3 clusters Score -1.602092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -16020912.000000 Penalty: 5910.432617
	Iteration 68Q: 3 clusters Score -1.602091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -16020910.000000 Penalty: 5910.432617
	Iteration 69Q: 3 clusters Score -1.602091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -16020908.000000 Penalty: 5910.432617
	Iteration 70Q: 3 clusters Score -1.602091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -16020902.000000 Penalty: 5910.432617
	Iteration 71Q: 3 clusters Score -1.60209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -16020902.000000 Penalty: 5910.432617
	Iteration 72F: 3 clusters Score -1.60209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -18280.779297 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -18280.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17109.990234 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -17109.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17178.671875 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -17178.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17195.796875 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -17195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17208.896484 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -17208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17208.896484 Penalty: 2679.728027
	Iteration 4F: 3 clusters Score -17208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Entering Unmasked Estep 
Score: -5264681.500000 Penalty: 2676.980469
	Iteration 0F: 2 clusters Score -5264682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5231797.000000 Penalty: 5353.960938
	Iteration 0F: 3 clusters Score -5231797 nChanged 22462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5244113.500000 Penalty: 5353.960938
	Iteration 1F: 3 clusters Score -5244114 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5244565.000000 Penalty: 5353.960938
	Iteration 2Q: 3 clusters Score -5244565 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5244917.500000 Penalty: 5353.960938
	Iteration 3Q: 3 clusters Score -5244918 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5245268.000000 Penalty: 5353.960938
	Iteration 4Q: 3 clusters Score -5245268 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5245571.000000 Penalty: 5353.960938
	Iteration 5Q: 3 clusters Score -5245571 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5245927.000000 Penalty: 5353.960938
	Iteration 6Q: 3 clusters Score -5245927 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -5246244.500000 Penalty: 5353.960938
	Iteration 7Q: 3 clusters Score -5246244 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5246782.500000 Penalty: 5353.960938
	Iteration 8Q: 3 clusters Score -5246782 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5247537.500000 Penalty: 5353.960938
	Iteration 9Q: 3 clusters Score -5247538 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -5248686.500000 Penalty: 5353.960938
	Iteration 10Q: 3 clusters Score -5248686 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -5250287.500000 Penalty: 5353.960938
	Iteration 11Q: 3 clusters Score -5250288 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -5252159.500000 Penalty: 5353.960938
	Iteration 12F: 3 clusters Score -5252160 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5254130.500000 Penalty: 5353.960938
	Iteration 13F: 3 clusters Score -5254130 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5256073.000000 Penalty: 5353.960938
	Iteration 14F: 3 clusters Score -5256073 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -5257798.500000 Penalty: 5353.960938
	Iteration 15Q: 3 clusters Score -5257798 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5259072.500000 Penalty: 5353.960938
	Iteration 16Q: 3 clusters Score -5259072 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -5260099.000000 Penalty: 5353.960938
	Iteration 17Q: 3 clusters Score -5260099 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -5260858.000000 Penalty: 5353.960938
	Iteration 18Q: 3 clusters Score -5260858 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5261373.500000 Penalty: 5353.960938
	Iteration 19Q: 3 clusters Score -5261374 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5261730.500000 Penalty: 5353.960938
	Iteration 20F: 3 clusters Score -5261730 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -5261929.000000 Penalty: 5353.960938
	Iteration 21Q: 3 clusters Score -5261929 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -5262051.500000 Penalty: 5353.960938
	Iteration 22Q: 3 clusters Score -5262052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -5262144.500000 Penalty: 5353.960938
	Iteration 23Q: 3 clusters Score -5262144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -5262196.500000 Penalty: 5353.960938
	Iteration 24Q: 3 clusters Score -5262196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -5262236.000000 Penalty: 5353.960938
	Iteration 25Q: 3 clusters Score -5262236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -5262271.000000 Penalty: 5353.960938
	Iteration 26Q: 3 clusters Score -5262271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -5262290.500000 Penalty: 5353.960938
	Iteration 27Q: 3 clusters Score -5262290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -5262300.000000 Penalty: 5353.960938
	Iteration 28Q: 3 clusters Score -5262300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5262312.000000 Penalty: 5353.960938
	Iteration 29Q: 3 clusters Score -5262312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5262325.500000 Penalty: 5353.960938
	Iteration 30Q: 3 clusters Score -5262326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -5262338.000000 Penalty: 5353.960938
	Iteration 31Q: 3 clusters Score -5262338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -5262352.500000 Penalty: 5353.960938
	Iteration 32Q: 3 clusters Score -5262352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -5262361.500000 Penalty: 5353.960938
	Iteration 33Q: 3 clusters Score -5262362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -5262360.000000 Penalty: 5353.960938
	Iteration 34Q: 3 clusters Score -5262360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -5262369.000000 Penalty: 5353.960938
	Iteration 35Q: 3 clusters Score -5262369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -5262370.000000 Penalty: 5353.960938
	Iteration 36Q: 3 clusters Score -5262370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -5262373.500000 Penalty: 5353.960938
	Iteration 37Q: 3 clusters Score -5262374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -5262384.000000 Penalty: 5353.960938
	Iteration 38Q: 3 clusters Score -5262384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -5262382.500000 Penalty: 5353.960938
	Iteration 39Q: 3 clusters Score -5262382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -5262387.000000 Penalty: 5353.960938
	Iteration 40F: 3 clusters Score -5262387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Entering Unmasked Estep 
Score: -5244820.000000 Penalty: 2691.520020
	Iteration 0F: 2 clusters Score -5244820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5209966.000000 Penalty: 5383.040039
	Iteration 0F: 3 clusters Score -5209966 nChanged 23907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5223279.000000 Penalty: 5383.040039
	Iteration 1F: 3 clusters Score -5223279 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -5224242.000000 Penalty: 5383.040039
	Iteration 2Q: 3 clusters Score -5224242 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5225530.000000 Penalty: 5383.040039
	Iteration 3Q: 3 clusters Score -5225530 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -5227145.000000 Penalty: 5383.040039
	Iteration 4F: 3 clusters Score -5227145 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5228919.500000 Penalty: 5383.040039
	Iteration 5F: 3 clusters Score -5228920 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5231145.000000 Penalty: 5383.040039
	Iteration 6F: 3 clusters Score -5231145 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5233508.500000 Penalty: 5383.040039
	Iteration 7F: 3 clusters Score -5233508 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -5235717.500000 Penalty: 5383.040039
	Iteration 8F: 3 clusters Score -5235718 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5237432.500000 Penalty: 5383.040039
	Iteration 9F: 3 clusters Score -5237432 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5238568.500000 Penalty: 5383.040039
	Iteration 10Q: 3 clusters Score -5238568 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5239348.000000 Penalty: 5383.040039
	Iteration 11Q: 3 clusters Score -5239348 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5239830.000000 Penalty: 5383.040039
	Iteration 12Q: 3 clusters Score -5239830 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5240112.500000 Penalty: 5383.040039
	Iteration 13Q: 3 clusters Score -5240112 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5240310.500000 Penalty: 5383.040039
	Iteration 14Q: 3 clusters Score -5240310 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5240469.500000 Penalty: 5383.040039
	Iteration 15Q: 3 clusters Score -5240470 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5240625.000000 Penalty: 5383.040039
	Iteration 16Q: 3 clusters Score -5240625 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5240708.500000 Penalty: 5383.040039
	Iteration 17Q: 3 clusters Score -5240708 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5240848.000000 Penalty: 5383.040039
	Iteration 18Q: 3 clusters Score -5240848 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5240934.500000 Penalty: 5383.040039
	Iteration 19Q: 3 clusters Score -5240934 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5241073.000000 Penalty: 5383.040039
	Iteration 20F: 3 clusters Score -5241073 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5241182.500000 Penalty: 5383.040039
	Iteration 21Q: 3 clusters Score -5241182 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5241273.500000 Penalty: 5383.040039
	Iteration 22Q: 3 clusters Score -5241274 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5241332.000000 Penalty: 5383.040039
	Iteration 23Q: 3 clusters Score -5241332 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -5241420.500000 Penalty: 5383.040039
	Iteration 24Q: 3 clusters Score -5241420 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -5241478.500000 Penalty: 5383.040039
	Iteration 25Q: 3 clusters Score -5241478 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5241538.500000 Penalty: 5383.040039
	Iteration 26Q: 3 clusters Score -5241538 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5241596.500000 Penalty: 5383.040039
	Iteration 27Q: 3 clusters Score -5241596 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5241680.000000 Penalty: 5383.040039
	Iteration 28Q: 3 clusters Score -5241680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5241765.000000 Penalty: 5383.040039
	Iteration 29Q: 3 clusters Score -5241765 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5241842.500000 Penalty: 5383.040039
	Iteration 30Q: 3 clusters Score -5241842 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -5241931.500000 Penalty: 5383.040039
	Iteration 31Q: 3 clusters Score -5241932 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -5242029.500000 Penalty: 5383.040039
	Iteration 32Q: 3 clusters Score -5242030 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -5242105.000000 Penalty: 5383.040039
	Iteration 33Q: 3 clusters Score -5242105 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -5242150.000000 Penalty: 5383.040039
	Iteration 34Q: 3 clusters Score -5242150 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5242239.500000 Penalty: 5383.040039
	Iteration 35Q: 3 clusters Score -5242240 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -5242284.000000 Penalty: 5383.040039
	Iteration 36Q: 3 clusters Score -5242284 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5242366.500000 Penalty: 5383.040039
	Iteration 37Q: 3 clusters Score -5242366 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5242448.500000 Penalty: 5383.040039
	Iteration 38Q: 3 clusters Score -5242448 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5242481.000000 Penalty: 5383.040039
	Iteration 39Q: 3 clusters Score -5242481 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5242539.000000 Penalty: 5383.040039
	Iteration 40F: 3 clusters Score -5242539 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -5242557.000000 Penalty: 5383.040039
	Iteration 41Q: 3 clusters Score -5242557 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -5242600.000000 Penalty: 5383.040039
	Iteration 42Q: 3 clusters Score -5242600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5242634.500000 Penalty: 5383.040039
	Iteration 43Q: 3 clusters Score -5242634 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5242656.500000 Penalty: 5383.040039
	Iteration 44Q: 3 clusters Score -5242656 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5242691.500000 Penalty: 5383.040039
	Iteration 45Q: 3 clusters Score -5242692 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5242714.000000 Penalty: 5383.040039
	Iteration 46Q: 3 clusters Score -5242714 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -5242725.000000 Penalty: 5383.040039
	Iteration 47Q: 3 clusters Score -5242725 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -5242757.500000 Penalty: 5383.040039
	Iteration 48Q: 3 clusters Score -5242758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5242771.500000 Penalty: 5383.040039
	Iteration 49Q: 3 clusters Score -5242772 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5242782.000000 Penalty: 5383.040039
	Iteration 50Q: 3 clusters Score -5242782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -5242802.500000 Penalty: 5383.040039
	Iteration 51Q: 3 clusters Score -5242802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5242812.500000 Penalty: 5383.040039
	Iteration 52Q: 3 clusters Score -5242812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5242815.000000 Penalty: 5383.040039
	Iteration 53Q: 3 clusters Score -5242815 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5242811.500000 Penalty: 5383.040039
	Iteration 54Q: 3 clusters Score -5242812 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5242828.000000 Penalty: 5383.040039
	Iteration 55Q: 3 clusters Score -5242828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5242840.500000 Penalty: 5383.040039
	Iteration 56Q: 3 clusters Score -5242840 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5242862.500000 Penalty: 5383.040039
	Iteration 57Q: 3 clusters Score -5242862 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5242886.000000 Penalty: 5383.040039
	Iteration 58Q: 3 clusters Score -5242886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -5242895.500000 Penalty: 5383.040039
	Iteration 59Q: 3 clusters Score -5242896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5242906.500000 Penalty: 5383.040039
	Iteration 60F: 3 clusters Score -5242906 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5242923.000000 Penalty: 5383.040039
	Iteration 61Q: 3 clusters Score -5242923 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5242931.000000 Penalty: 5383.040039
	Iteration 62Q: 3 clusters Score -5242931 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5242929.000000 Penalty: 5383.040039
	Iteration 63Q: 3 clusters Score -5242929 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -5242925.000000 Penalty: 5383.040039
	Iteration 64Q: 3 clusters Score -5242925 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5242957.000000 Penalty: 5383.040039
	Iteration 65Q: 3 clusters Score -5242957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5242961.000000 Penalty: 5383.040039
	Iteration 66Q: 3 clusters Score -5242961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5242968.000000 Penalty: 5383.040039
	Iteration 67Q: 3 clusters Score -5242968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -5242967.500000 Penalty: 5383.040039
	Iteration 68Q: 3 clusters Score -5242968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5242977.500000 Penalty: 5383.040039
	Iteration 69Q: 3 clusters Score -5242978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5242987.500000 Penalty: 5383.040039
	Iteration 70Q: 3 clusters Score -5242988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5242992.500000 Penalty: 5383.040039
	Iteration 71Q: 3 clusters Score -5242992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -5243003.000000 Penalty: 5383.040039
	Iteration 72Q: 3 clusters Score -5243003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5243010.000000 Penalty: 5383.040039
	Iteration 73Q: 3 clusters Score -5243010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5243018.000000 Penalty: 5383.040039
	Iteration 74Q: 3 clusters Score -5243018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5243004.000000 Penalty: 5383.040039
	Iteration 75Q: 3 clusters Score -5243004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5242998.500000 Penalty: 5383.040039
	Iteration 76Q: 3 clusters Score -5242998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -5243002.000000 Penalty: 5383.040039
	Iteration 77Q: 3 clusters Score -5243002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5243005.000000 Penalty: 5383.040039
	Iteration 78Q: 3 clusters Score -5243005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5243008.000000 Penalty: 5383.040039
	Iteration 79Q: 3 clusters Score -5243008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5243007.000000 Penalty: 5383.040039
	Iteration 80F: 3 clusters Score -5243007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -5243006.500000 Penalty: 5383.040039
	Iteration 81Q: 3 clusters Score -5243006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5243018.500000 Penalty: 5383.040039
	Iteration 82Q: 3 clusters Score -5243018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -5243018.500000 Penalty: 5383.040039
	Iteration 83Q: 3 clusters Score -5243018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5243003.500000 Penalty: 5383.040039
	Iteration 84Q: 3 clusters Score -5243004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5242999.500000 Penalty: 5383.040039
	Iteration 85Q: 3 clusters Score -5243000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5243001.000000 Penalty: 5383.040039
	Iteration 86Q: 3 clusters Score -5243001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5242999.500000 Penalty: 5383.040039
	Iteration 87Q: 3 clusters Score -5243000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5243000.000000 Penalty: 5383.040039
	Iteration 88Q: 3 clusters Score -5243000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5243000.000000 Penalty: 5383.040039
	Iteration 89Q: 3 clusters Score -5243000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5243002.000000 Penalty: 5383.040039
	Iteration 90Q: 3 clusters Score -5243002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5243002.500000 Penalty: 5383.040039
	Iteration 91Q: 3 clusters Score -5243002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5243004.000000 Penalty: 5383.040039
	Iteration 92Q: 3 clusters Score -5243004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -5243025.000000 Penalty: 5383.040039
	Iteration 93Q: 3 clusters Score -5243025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5243018.000000 Penalty: 5383.040039
	Iteration 94Q: 3 clusters Score -5243018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5243022.500000 Penalty: 5383.040039
	Iteration 95Q: 3 clusters Score -5243022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5243030.000000 Penalty: 5383.040039
	Iteration 96Q: 3 clusters Score -5243030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5243027.000000 Penalty: 5383.040039
	Iteration 97Q: 3 clusters Score -5243027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5243031.000000 Penalty: 5383.040039
	Iteration 98Q: 3 clusters Score -5243031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5243026.000000 Penalty: 5383.040039
	Iteration 99Q: 3 clusters Score -5243026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5243020.500000 Penalty: 5383.040039
	Iteration 100F: 3 clusters Score -5243020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5243026.500000 Penalty: 5383.040039
	Iteration 101Q: 3 clusters Score -5243026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5243009.500000 Penalty: 5383.040039
	Iteration 102Q: 3 clusters Score -5243010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5243030.500000 Penalty: 5383.040039
	Iteration 103Q: 3 clusters Score -5243030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5243023.500000 Penalty: 5383.040039
	Iteration 104Q: 3 clusters Score -5243024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -5243025.000000 Penalty: 5383.040039
	Iteration 105Q: 3 clusters Score -5243025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -5243027.500000 Penalty: 5383.040039
	Iteration 106Q: 3 clusters Score -5243028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -5243021.500000 Penalty: 5383.040039
	Iteration 107Q: 3 clusters Score -5243022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5243017.500000 Penalty: 5383.040039
	Iteration 108Q: 3 clusters Score -5243018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5243027.000000 Penalty: 5383.040039
	Iteration 109Q: 3 clusters Score -5243027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5243034.000000 Penalty: 5383.040039
	Iteration 110Q: 3 clusters Score -5243034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -5243030.500000 Penalty: 5383.040039
	Iteration 111Q: 3 clusters Score -5243030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5243037.000000 Penalty: 5383.040039
	Iteration 112Q: 3 clusters Score -5243037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5243043.000000 Penalty: 5383.040039
	Iteration 113Q: 3 clusters Score -5243043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5243043.500000 Penalty: 5383.040039
	Iteration 114Q: 3 clusters Score -5243044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5243036.500000 Penalty: 5383.040039
	Iteration 115Q: 3 clusters Score -5243036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5243041.000000 Penalty: 5383.040039
	Iteration 116Q: 3 clusters Score -5243041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5243049.500000 Penalty: 5383.040039
	Iteration 117Q: 3 clusters Score -5243050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5243046.500000 Penalty: 5383.040039
	Iteration 118Q: 3 clusters Score -5243046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5243044.500000 Penalty: 5383.040039
	Iteration 119Q: 3 clusters Score -5243044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5243047.000000 Penalty: 5383.040039
	Iteration 120F: 3 clusters Score -5243047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5243058.500000 Penalty: 5383.040039
	Iteration 121Q: 3 clusters Score -5243058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5243063.000000 Penalty: 5383.040039
	Iteration 122Q: 3 clusters Score -5243063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5243058.500000 Penalty: 5383.040039
	Iteration 123Q: 3 clusters Score -5243058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5243060.000000 Penalty: 5383.040039
	Iteration 124Q: 3 clusters Score -5243060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5243059.500000 Penalty: 5383.040039
	Iteration 125Q: 3 clusters Score -5243060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5243065.000000 Penalty: 5383.040039
	Iteration 126Q: 3 clusters Score -5243065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5243066.000000 Penalty: 5383.040039
	Iteration 127Q: 3 clusters Score -5243066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5243068.500000 Penalty: 5383.040039
	Iteration 128Q: 3 clusters Score -5243068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5243070.000000 Penalty: 5383.040039
	Iteration 129Q: 3 clusters Score -5243070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -5243076.000000 Penalty: 5383.040039
	Iteration 130Q: 3 clusters Score -5243076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -5243065.000000 Penalty: 5383.040039
	Iteration 131Q: 3 clusters Score -5243065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5243072.500000 Penalty: 5383.040039
	Iteration 132Q: 3 clusters Score -5243072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5243076.000000 Penalty: 5383.040039
	Iteration 133Q: 3 clusters Score -5243076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5243073.500000 Penalty: 5383.040039
	Iteration 134Q: 3 clusters Score -5243074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5243078.000000 Penalty: 5383.040039
	Iteration 135Q: 3 clusters Score -5243078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5243085.500000 Penalty: 5383.040039
	Iteration 136Q: 3 clusters Score -5243086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5243076.500000 Penalty: 5383.040039
	Iteration 137Q: 3 clusters Score -5243076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5243074.000000 Penalty: 5383.040039
	Iteration 138Q: 3 clusters Score -5243074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5243081.000000 Penalty: 5383.040039
	Iteration 139Q: 3 clusters Score -5243081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5243087.500000 Penalty: 5383.040039
	Iteration 140F: 3 clusters Score -5243088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5243083.000000 Penalty: 5383.040039
	Iteration 141Q: 3 clusters Score -5243083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5243090.000000 Penalty: 5383.040039
	Iteration 142Q: 3 clusters Score -5243090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5243089.000000 Penalty: 5383.040039
	Iteration 143Q: 3 clusters Score -5243089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -5243105.000000 Penalty: 5383.040039
	Iteration 144Q: 3 clusters Score -5243105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -5243104.500000 Penalty: 5383.040039
	Iteration 145Q: 3 clusters Score -5243104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5243102.000000 Penalty: 5383.040039
	Iteration 146Q: 3 clusters Score -5243102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5243113.500000 Penalty: 5383.040039
	Iteration 147Q: 3 clusters Score -5243114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5243105.500000 Penalty: 5383.040039
	Iteration 148Q: 3 clusters Score -5243106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5243105.500000 Penalty: 5383.040039
	Iteration 149Q: 3 clusters Score -5243106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5243108.000000 Penalty: 5383.040039
	Iteration 150Q: 3 clusters Score -5243108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5243106.500000 Penalty: 5383.040039
	Iteration 151Q: 3 clusters Score -5243106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5243114.000000 Penalty: 5383.040039
	Iteration 152Q: 3 clusters Score -5243114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5243122.000000 Penalty: 5383.040039
	Iteration 153Q: 3 clusters Score -5243122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5243130.000000 Penalty: 5383.040039
	Iteration 154Q: 3 clusters Score -5243130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5243126.000000 Penalty: 5383.040039
	Iteration 155Q: 3 clusters Score -5243126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5243121.000000 Penalty: 5383.040039
	Iteration 156Q: 3 clusters Score -5243121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5243132.000000 Penalty: 5383.040039
	Iteration 157Q: 3 clusters Score -5243132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5243118.000000 Penalty: 5383.040039
	Iteration 158Q: 3 clusters Score -5243118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -5243117.500000 Penalty: 5383.040039
	Iteration 159Q: 3 clusters Score -5243118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5243124.500000 Penalty: 5383.040039
	Iteration 160F: 3 clusters Score -5243124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5243126.000000 Penalty: 5383.040039
	Iteration 161Q: 3 clusters Score -5243126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5243138.500000 Penalty: 5383.040039
	Iteration 162Q: 3 clusters Score -5243138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5243143.500000 Penalty: 5383.040039
	Iteration 163Q: 3 clusters Score -5243144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5243140.500000 Penalty: 5383.040039
	Iteration 164Q: 3 clusters Score -5243140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5243136.000000 Penalty: 5383.040039
	Iteration 165Q: 3 clusters Score -5243136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -5243135.500000 Penalty: 5383.040039
	Iteration 166Q: 3 clusters Score -5243136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5243139.500000 Penalty: 5383.040039
	Iteration 167Q: 3 clusters Score -5243140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -5243141.000000 Penalty: 5383.040039
	Iteration 168Q: 3 clusters Score -5243141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5243137.500000 Penalty: 5383.040039
	Iteration 169Q: 3 clusters Score -5243138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5243145.000000 Penalty: 5383.040039
	Iteration 170Q: 3 clusters Score -5243145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5243147.000000 Penalty: 5383.040039
	Iteration 171Q: 3 clusters Score -5243147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5243140.500000 Penalty: 5383.040039
	Iteration 172Q: 3 clusters Score -5243140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5243148.500000 Penalty: 5383.040039
	Iteration 173Q: 3 clusters Score -5243148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5243148.000000 Penalty: 5383.040039
	Iteration 174Q: 3 clusters Score -5243148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5243157.000000 Penalty: 5383.040039
	Iteration 175Q: 3 clusters Score -5243157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5243155.500000 Penalty: 5383.040039
	Iteration 176Q: 3 clusters Score -5243156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5243147.000000 Penalty: 5383.040039
	Iteration 177Q: 3 clusters Score -5243147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5243153.500000 Penalty: 5383.040039
	Iteration 178Q: 3 clusters Score -5243154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5243167.500000 Penalty: 5383.040039
	Iteration 179Q: 3 clusters Score -5243168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5243169.500000 Penalty: 5383.040039
	Iteration 180F: 3 clusters Score -5243170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5243168.500000 Penalty: 5383.040039
	Iteration 181Q: 3 clusters Score -5243168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5243160.000000 Penalty: 5383.040039
	Iteration 182Q: 3 clusters Score -5243160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5243171.500000 Penalty: 5383.040039
	Iteration 183Q: 3 clusters Score -5243172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5243173.000000 Penalty: 5383.040039
	Iteration 184Q: 3 clusters Score -5243173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5243171.000000 Penalty: 5383.040039
	Iteration 185Q: 3 clusters Score -5243171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5243172.000000 Penalty: 5383.040039
	Iteration 186Q: 3 clusters Score -5243172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5243172.000000 Penalty: 5383.040039
	Iteration 187Q: 3 clusters Score -5243172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5243169.000000 Penalty: 5383.040039
	Iteration 188Q: 3 clusters Score -5243169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5243154.500000 Penalty: 5383.040039
	Iteration 189Q: 3 clusters Score -5243154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5243158.500000 Penalty: 5383.040039
	Iteration 190Q: 3 clusters Score -5243158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5243164.000000 Penalty: 5383.040039
	Iteration 191Q: 3 clusters Score -5243164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5243169.500000 Penalty: 5383.040039
	Iteration 192Q: 3 clusters Score -5243170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5243175.500000 Penalty: 5383.040039
	Iteration 193Q: 3 clusters Score -5243176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5243182.500000 Penalty: 5383.040039
	Iteration 194Q: 3 clusters Score -5243182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5243171.000000 Penalty: 5383.040039
	Iteration 195Q: 3 clusters Score -5243171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5243166.500000 Penalty: 5383.040039
	Iteration 196Q: 3 clusters Score -5243166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5243170.000000 Penalty: 5383.040039
	Iteration 197Q: 3 clusters Score -5243170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5243164.000000 Penalty: 5383.040039
	Iteration 198Q: 3 clusters Score -5243164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5243171.000000 Penalty: 5383.040039
	Iteration 199Q: 3 clusters Score -5243171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5243175.500000 Penalty: 5383.040039
	Iteration 200F: 3 clusters Score -5243176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5243172.500000 Penalty: 5383.040039
	Iteration 201Q: 3 clusters Score -5243172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5243174.500000 Penalty: 5383.040039
	Iteration 202Q: 3 clusters Score -5243174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5243180.500000 Penalty: 5383.040039
	Iteration 203Q: 3 clusters Score -5243180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5243172.000000 Penalty: 5383.040039
	Iteration 204Q: 3 clusters Score -5243172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5243167.500000 Penalty: 5383.040039
	Iteration 205Q: 3 clusters Score -5243168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -5243174.500000 Penalty: 5383.040039
	Iteration 206Q: 3 clusters Score -5243174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5243173.500000 Penalty: 5383.040039
	Iteration 207Q: 3 clusters Score -5243174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5243175.500000 Penalty: 5383.040039
	Iteration 208Q: 3 clusters Score -5243176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5243180.000000 Penalty: 5383.040039
	Iteration 209Q: 3 clusters Score -5243180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5243174.000000 Penalty: 5383.040039
	Iteration 210Q: 3 clusters Score -5243174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5243169.500000 Penalty: 5383.040039
	Iteration 211Q: 3 clusters Score -5243170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5243171.500000 Penalty: 5383.040039
	Iteration 212Q: 3 clusters Score -5243172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5243162.000000 Penalty: 5383.040039
	Iteration 213Q: 3 clusters Score -5243162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -5243172.000000 Penalty: 5383.040039
	Iteration 214Q: 3 clusters Score -5243172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5243172.500000 Penalty: 5383.040039
	Iteration 215Q: 3 clusters Score -5243172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5243175.500000 Penalty: 5383.040039
	Iteration 216Q: 3 clusters Score -5243176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5243175.000000 Penalty: 5383.040039
	Iteration 217Q: 3 clusters Score -5243175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5243172.500000 Penalty: 5383.040039
	Iteration 218Q: 3 clusters Score -5243172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5243177.500000 Penalty: 5383.040039
	Iteration 219Q: 3 clusters Score -5243178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -5243178.000000 Penalty: 5383.040039
	Iteration 220F: 3 clusters Score -5243178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5243172.000000 Penalty: 5383.040039
	Iteration 221Q: 3 clusters Score -5243172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5243176.500000 Penalty: 5383.040039
	Iteration 222Q: 3 clusters Score -5243176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5243177.000000 Penalty: 5383.040039
	Iteration 223Q: 3 clusters Score -5243177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5243183.000000 Penalty: 5383.040039
	Iteration 224Q: 3 clusters Score -5243183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -5243181.000000 Penalty: 5383.040039
	Iteration 225Q: 3 clusters Score -5243181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5243177.000000 Penalty: 5383.040039
	Iteration 226Q: 3 clusters Score -5243177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5243188.000000 Penalty: 5383.040039
	Iteration 227Q: 3 clusters Score -5243188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -5243189.000000 Penalty: 5383.040039
	Iteration 228Q: 3 clusters Score -5243189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5243189.000000 Penalty: 5383.040039
	Iteration 229Q: 3 clusters Score -5243189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5243199.500000 Penalty: 5383.040039
	Iteration 230Q: 3 clusters Score -5243200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -5243195.000000 Penalty: 5383.040039
	Iteration 231Q: 3 clusters Score -5243195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5243206.000000 Penalty: 5383.040039
	Iteration 232Q: 3 clusters Score -5243206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -5243203.500000 Penalty: 5383.040039
	Iteration 233Q: 3 clusters Score -5243204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5243195.000000 Penalty: 5383.040039
	Iteration 234Q: 3 clusters Score -5243195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5243200.000000 Penalty: 5383.040039
	Iteration 235Q: 3 clusters Score -5243200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5243198.000000 Penalty: 5383.040039
	Iteration 236Q: 3 clusters Score -5243198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5243203.000000 Penalty: 5383.040039
	Iteration 237Q: 3 clusters Score -5243203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5243214.000000 Penalty: 5383.040039
	Iteration 238Q: 3 clusters Score -5243214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5243205.500000 Penalty: 5383.040039
	Iteration 239Q: 3 clusters Score -5243206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5243212.500000 Penalty: 5383.040039
	Iteration 240F: 3 clusters Score -5243212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5243226.000000 Penalty: 5383.040039
	Iteration 241Q: 3 clusters Score -5243226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5243230.000000 Penalty: 5383.040039
	Iteration 242Q: 3 clusters Score -5243230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5243229.500000 Penalty: 5383.040039
	Iteration 243Q: 3 clusters Score -5243230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5243237.000000 Penalty: 5383.040039
	Iteration 244Q: 3 clusters Score -5243237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5243231.500000 Penalty: 5383.040039
	Iteration 245Q: 3 clusters Score -5243232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5243229.000000 Penalty: 5383.040039
	Iteration 246Q: 3 clusters Score -5243229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5243237.000000 Penalty: 5383.040039
	Iteration 247Q: 3 clusters Score -5243237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5243239.500000 Penalty: 5383.040039
	Iteration 248Q: 3 clusters Score -5243240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5243240.500000 Penalty: 5383.040039
	Iteration 249Q: 3 clusters Score -5243240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5243234.500000 Penalty: 5383.040039
	Iteration 250Q: 3 clusters Score -5243234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5243227.500000 Penalty: 5383.040039
	Iteration 251Q: 3 clusters Score -5243228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5243227.000000 Penalty: 5383.040039
	Iteration 252Q: 3 clusters Score -5243227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5243219.000000 Penalty: 5383.040039
	Iteration 253Q: 3 clusters Score -5243219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5243227.000000 Penalty: 5383.040039
	Iteration 254Q: 3 clusters Score -5243227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5243227.000000 Penalty: 5383.040039
	Iteration 255Q: 3 clusters Score -5243227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -5243236.000000 Penalty: 5383.040039
	Iteration 256Q: 3 clusters Score -5243236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -5243236.500000 Penalty: 5383.040039
	Iteration 257Q: 3 clusters Score -5243236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5243239.500000 Penalty: 5383.040039
	Iteration 258Q: 3 clusters Score -5243240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5243237.500000 Penalty: 5383.040039
	Iteration 259Q: 3 clusters Score -5243238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5243232.500000 Penalty: 5383.040039
	Iteration 260F: 3 clusters Score -5243232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5243239.500000 Penalty: 5383.040039
	Iteration 261Q: 3 clusters Score -5243240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -5243238.000000 Penalty: 5383.040039
	Iteration 262Q: 3 clusters Score -5243238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5243240.000000 Penalty: 5383.040039
	Iteration 263Q: 3 clusters Score -5243240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5243236.500000 Penalty: 5383.040039
	Iteration 264Q: 3 clusters Score -5243236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5243236.000000 Penalty: 5383.040039
	Iteration 265Q: 3 clusters Score -5243236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5243235.500000 Penalty: 5383.040039
	Iteration 266Q: 3 clusters Score -5243236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5243235.500000 Penalty: 5383.040039
	Iteration 267F: 3 clusters Score -5243236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -233463.750000 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -233463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -230666.687500 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -230666.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -231282.281250 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -231282.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -231567.234375 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -231567.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -231788.593750 Penalty: 3833.730713
	Iteration 3F: 3 clusters Score -231788.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -231941.921875 Penalty: 3833.730713
	Iteration 4Q: 3 clusters Score -231941.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -232053.437500 Penalty: 3833.730713
	Iteration 5F: 3 clusters Score -232053.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232142.937500 Penalty: 3833.730713
	Iteration 6Q: 3 clusters Score -232142.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -232230.015625 Penalty: 3833.730713
	Iteration 7Q: 3 clusters Score -232230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -232312.140625 Penalty: 3833.730713
	Iteration 8Q: 3 clusters Score -232312.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -232424.796875 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -232424.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -232588.578125 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -232588.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -232790.671875 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -232790.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -233005.625000 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -233005.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -233184.187500 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -233184.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -233237.656250 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -233237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -233262.156250 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -233262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -233270.015625 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -233270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -233272.421875 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -233272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -233273.437500 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -233273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -233273.437500 Penalty: 3833.730713
	Iteration 19F: 3 clusters Score -233273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24578.533203 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24578.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24692.378906 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24692.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24729.724609 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24729.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24756.025391 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24756.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24773.470703 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24773.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24773.470703 Penalty: 2865.715576
	Iteration 5F: 3 clusters Score -24773.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Entering Unmasked Estep 
Score: -2595049.500000 Penalty: 2501.135986
	Iteration 0F: 2 clusters Score -2595050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2578280.250000 Penalty: 5002.271973
	Iteration 0F: 3 clusters Score -2578280 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2584257.500000 Penalty: 5002.271973
	Iteration 1F: 3 clusters Score -2584258 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2584844.250000 Penalty: 5002.271973
	Iteration 2F: 3 clusters Score -2584844 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2585433.500000 Penalty: 5002.271973
	Iteration 3F: 3 clusters Score -2585434 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2586153.000000 Penalty: 5002.271973
	Iteration 4F: 3 clusters Score -2586153 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2587087.000000 Penalty: 5002.271973
	Iteration 5F: 3 clusters Score -2587087 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2588156.750000 Penalty: 5002.271973
	Iteration 6F: 3 clusters Score -2588157 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2589452.500000 Penalty: 5002.271973
	Iteration 7F: 3 clusters Score -2589452 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2590660.000000 Penalty: 5002.271973
	Iteration 8F: 3 clusters Score -2590660 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2591359.000000 Penalty: 5002.271973
	Iteration 9Q: 3 clusters Score -2591359 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2591628.750000 Penalty: 5002.271973
	Iteration 10Q: 3 clusters Score -2591629 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2591746.000000 Penalty: 5002.271973
	Iteration 11Q: 3 clusters Score -2591746 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2591814.750000 Penalty: 5002.271973
	Iteration 12Q: 3 clusters Score -2591815 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2591868.750000 Penalty: 5002.271973
	Iteration 13Q: 3 clusters Score -2591869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2591912.000000 Penalty: 5002.271973
	Iteration 14Q: 3 clusters Score -2591912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2591951.500000 Penalty: 5002.271973
	Iteration 15Q: 3 clusters Score -2591952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2591978.250000 Penalty: 5002.271973
	Iteration 16Q: 3 clusters Score -2591978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2592002.250000 Penalty: 5002.271973
	Iteration 17Q: 3 clusters Score -2592002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2592026.500000 Penalty: 5002.271973
	Iteration 18Q: 3 clusters Score -2592026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2592037.750000 Penalty: 5002.271973
	Iteration 19Q: 3 clusters Score -2592038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2592053.750000 Penalty: 5002.271973
	Iteration 20F: 3 clusters Score -2592054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2592091.000000 Penalty: 5002.271973
	Iteration 21Q: 3 clusters Score -2592091 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2592108.000000 Penalty: 5002.271973
	Iteration 22Q: 3 clusters Score -2592108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2592129.750000 Penalty: 5002.271973
	Iteration 23Q: 3 clusters Score -2592130 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2592153.250000 Penalty: 5002.271973
	Iteration 24Q: 3 clusters Score -2592153 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2592186.000000 Penalty: 5002.271973
	Iteration 25Q: 3 clusters Score -2592186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2592221.000000 Penalty: 5002.271973
	Iteration 26Q: 3 clusters Score -2592221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2592232.250000 Penalty: 5002.271973
	Iteration 27Q: 3 clusters Score -2592232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2592269.750000 Penalty: 5002.271973
	Iteration 28Q: 3 clusters Score -2592270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2592295.000000 Penalty: 5002.271973
	Iteration 29Q: 3 clusters Score -2592295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2592319.500000 Penalty: 5002.271973
	Iteration 30Q: 3 clusters Score -2592320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2592343.500000 Penalty: 5002.271973
	Iteration 31Q: 3 clusters Score -2592344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2592364.500000 Penalty: 5002.271973
	Iteration 32Q: 3 clusters Score -2592364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2592388.500000 Penalty: 5002.271973
	Iteration 33Q: 3 clusters Score -2592388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2592417.750000 Penalty: 5002.271973
	Iteration 34Q: 3 clusters Score -2592418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2592423.500000 Penalty: 5002.271973
	Iteration 35Q: 3 clusters Score -2592424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2592449.000000 Penalty: 5002.271973
	Iteration 36Q: 3 clusters Score -2592449 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2592471.250000 Penalty: 5002.271973
	Iteration 37Q: 3 clusters Score -2592471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2592506.250000 Penalty: 5002.271973
	Iteration 38Q: 3 clusters Score -2592506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2592534.000000 Penalty: 5002.271973
	Iteration 39Q: 3 clusters Score -2592534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2592553.000000 Penalty: 5002.271973
	Iteration 40F: 3 clusters Score -2592553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2592587.250000 Penalty: 5002.271973
	Iteration 41Q: 3 clusters Score -2592587 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2592610.750000 Penalty: 5002.271973
	Iteration 42Q: 3 clusters Score -2592611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2592633.500000 Penalty: 5002.271973
	Iteration 43Q: 3 clusters Score -2592634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2592677.750000 Penalty: 5002.271973
	Iteration 44Q: 3 clusters Score -2592678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2592709.750000 Penalty: 5002.271973
	Iteration 45Q: 3 clusters Score -2592710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2592727.500000 Penalty: 5002.271973
	Iteration 46Q: 3 clusters Score -2592728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2592756.000000 Penalty: 5002.271973
	Iteration 47Q: 3 clusters Score -2592756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2592786.000000 Penalty: 5002.271973
	Iteration 48Q: 3 clusters Score -2592786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2592815.250000 Penalty: 5002.271973
	Iteration 49Q: 3 clusters Score -2592815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2592844.000000 Penalty: 5002.271973
	Iteration 50Q: 3 clusters Score -2592844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2592864.250000 Penalty: 5002.271973
	Iteration 51Q: 3 clusters Score -2592864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2592885.250000 Penalty: 5002.271973
	Iteration 52Q: 3 clusters Score -2592885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2592903.500000 Penalty: 5002.271973
	Iteration 53Q: 3 clusters Score -2592904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2592918.000000 Penalty: 5002.271973
	Iteration 54Q: 3 clusters Score -2592918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2592937.250000 Penalty: 5002.271973
	Iteration 55Q: 3 clusters Score -2592937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2592954.750000 Penalty: 5002.271973
	Iteration 56Q: 3 clusters Score -2592955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2592973.750000 Penalty: 5002.271973
	Iteration 57Q: 3 clusters Score -2592974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2592997.500000 Penalty: 5002.271973
	Iteration 58Q: 3 clusters Score -2592998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2593009.000000 Penalty: 5002.271973
	Iteration 59Q: 3 clusters Score -2593009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2593030.250000 Penalty: 5002.271973
	Iteration 60F: 3 clusters Score -2593030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2593051.000000 Penalty: 5002.271973
	Iteration 61Q: 3 clusters Score -2593051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2593061.500000 Penalty: 5002.271973
	Iteration 62Q: 3 clusters Score -2593062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2593078.000000 Penalty: 5002.271973
	Iteration 63Q: 3 clusters Score -2593078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2593098.250000 Penalty: 5002.271973
	Iteration 64Q: 3 clusters Score -2593098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2593117.500000 Penalty: 5002.271973
	Iteration 65Q: 3 clusters Score -2593118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2593121.250000 Penalty: 5002.271973
	Iteration 66Q: 3 clusters Score -2593121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2593127.000000 Penalty: 5002.271973
	Iteration 67Q: 3 clusters Score -2593127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2593129.000000 Penalty: 5002.271973
	Iteration 68Q: 3 clusters Score -2593129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2593128.000000 Penalty: 5002.271973
	Iteration 69Q: 3 clusters Score -2593128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2593131.250000 Penalty: 5002.271973
	Iteration 70Q: 3 clusters Score -2593131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2593138.000000 Penalty: 5002.271973
	Iteration 71Q: 3 clusters Score -2593138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2593137.500000 Penalty: 5002.271973
	Iteration 72Q: 3 clusters Score -2593138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2593144.500000 Penalty: 5002.271973
	Iteration 73Q: 3 clusters Score -2593144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2593150.000000 Penalty: 5002.271973
	Iteration 74Q: 3 clusters Score -2593150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2593154.000000 Penalty: 5002.271973
	Iteration 75Q: 3 clusters Score -2593154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2593154.750000 Penalty: 5002.271973
	Iteration 76Q: 3 clusters Score -2593155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2593161.000000 Penalty: 5002.271973
	Iteration 77Q: 3 clusters Score -2593161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2593159.500000 Penalty: 5002.271973
	Iteration 78Q: 3 clusters Score -2593160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2593163.750000 Penalty: 5002.271973
	Iteration 79Q: 3 clusters Score -2593164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2593165.000000 Penalty: 5002.271973
	Iteration 80F: 3 clusters Score -2593165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2593163.250000 Penalty: 5002.271973
	Iteration 81Q: 3 clusters Score -2593163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2593165.500000 Penalty: 5002.271973
	Iteration 82Q: 3 clusters Score -2593166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2593168.500000 Penalty: 5002.271973
	Iteration 83Q: 3 clusters Score -2593168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2593165.750000 Penalty: 5002.271973
	Iteration 84Q: 3 clusters Score -2593166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2593169.750000 Penalty: 5002.271973
	Iteration 85Q: 3 clusters Score -2593170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2593179.000000 Penalty: 5002.271973
	Iteration 86Q: 3 clusters Score -2593179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2593175.500000 Penalty: 5002.271973
	Iteration 87Q: 3 clusters Score -2593176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2593180.250000 Penalty: 5002.271973
	Iteration 88Q: 3 clusters Score -2593180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2593177.250000 Penalty: 5002.271973
	Iteration 89Q: 3 clusters Score -2593177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2593183.750000 Penalty: 5002.271973
	Iteration 90Q: 3 clusters Score -2593184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2593183.500000 Penalty: 5002.271973
	Iteration 91Q: 3 clusters Score -2593184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2593187.500000 Penalty: 5002.271973
	Iteration 92Q: 3 clusters Score -2593188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2593187.250000 Penalty: 5002.271973
	Iteration 93Q: 3 clusters Score -2593187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2593186.500000 Penalty: 5002.271973
	Iteration 94Q: 3 clusters Score -2593186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2593185.500000 Penalty: 5002.271973
	Iteration 95Q: 3 clusters Score -2593186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2593185.500000 Penalty: 5002.271973
	Iteration 96F: 3 clusters Score -2593186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43675.136719 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43675.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43887.921875 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43887.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44004.527344 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44004.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44057.804688 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44091.187500 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44091.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44103.371094 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44103.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44103.371094 Penalty: 3066.314209
	Iteration 6F: 3 clusters Score -44103.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Entering Unmasked Estep 
Score: -7979522.500000 Penalty: 2786.635742
	Iteration 0F: 2 clusters Score -7979522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7928593.000000 Penalty: 5573.271484
	Iteration 0F: 3 clusters Score -7928593 nChanged 35753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -7948812.500000 Penalty: 5573.271484
	Iteration 1F: 3 clusters Score -7948812 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -7949608.000000 Penalty: 5573.271484
	Iteration 2Q: 3 clusters Score -7949608 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -7950887.000000 Penalty: 5573.271484
	Iteration 3Q: 3 clusters Score -7950887 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -7952698.000000 Penalty: 5573.271484
	Iteration 4F: 3 clusters Score -7952698 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7955758.500000 Penalty: 5573.271484
	Iteration 5F: 3 clusters Score -7955758 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -7960545.000000 Penalty: 5573.271484
	Iteration 6F: 3 clusters Score -7960545 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -7966698.500000 Penalty: 5573.271484
	Iteration 7F: 3 clusters Score -7966698 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -7972196.000000 Penalty: 5573.271484
	Iteration 8F: 3 clusters Score -7972196 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -7975248.000000 Penalty: 5573.271484
	Iteration 9Q: 3 clusters Score -7975248 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -7976377.500000 Penalty: 5573.271484
	Iteration 10Q: 3 clusters Score -7976378 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -7976731.000000 Penalty: 5573.271484
	Iteration 11Q: 3 clusters Score -7976731 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -7976859.500000 Penalty: 5573.271484
	Iteration 12Q: 3 clusters Score -7976860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -7976932.000000 Penalty: 5573.271484
	Iteration 13Q: 3 clusters Score -7976932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -7976967.000000 Penalty: 5573.271484
	Iteration 14Q: 3 clusters Score -7976967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -7977009.000000 Penalty: 5573.271484
	Iteration 15Q: 3 clusters Score -7977009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -7977036.000000 Penalty: 5573.271484
	Iteration 16Q: 3 clusters Score -7977036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -7977047.500000 Penalty: 5573.271484
	Iteration 17Q: 3 clusters Score -7977048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -7977063.500000 Penalty: 5573.271484
	Iteration 18Q: 3 clusters Score -7977064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -7977065.500000 Penalty: 5573.271484
	Iteration 19Q: 3 clusters Score -7977066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -7977074.500000 Penalty: 5573.271484
	Iteration 20F: 3 clusters Score -7977074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -7977071.500000 Penalty: 5573.271484
	Iteration 21Q: 3 clusters Score -7977072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -7977071.500000 Penalty: 5573.271484
	Iteration 22F: 3 clusters Score -7977072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (222107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222107 members 
Entering Unmasked Estep 
Score: -23573328.000000 Penalty: 3053.106934
	Iteration 0F: 2 clusters Score -2.357333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -23426718.000000 Penalty: 6106.213867
	Iteration 0F: 3 clusters Score -2.342672e+07 nChanged 107096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -23489778.000000 Penalty: 6106.213867
	Iteration 1F: 3 clusters Score -2.348978e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -23492028.000000 Penalty: 6106.213867
	Iteration 2Q: 3 clusters Score -2.349203e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -23495788.000000 Penalty: 6106.213867
	Iteration 3Q: 3 clusters Score -2.349579e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 125365 members 
Entering Unmasked Estep 
Score: -23501946.000000 Penalty: 6106.213867
	Iteration 4F: 3 clusters Score -2.350195e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 132710 members 
Entering Unmasked Estep 
Score: -23510096.000000 Penalty: 6106.213867
	Iteration 5F: 3 clusters Score -2.35101e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -23520156.000000 Penalty: 6106.213867
	Iteration 6F: 3 clusters Score -2.352016e+07 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 150116 members 
Entering Unmasked Estep 
Score: -23530848.000000 Penalty: 6106.213867
	Iteration 7F: 3 clusters Score -2.353085e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 157728 members 
Entering Unmasked Estep 
Score: -23540570.000000 Penalty: 6106.213867
	Iteration 8F: 3 clusters Score -2.354057e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -23547608.000000 Penalty: 6106.213867
	Iteration 9Q: 3 clusters Score -2.354761e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 167675 members 
Entering Unmasked Estep 
Score: -23551672.000000 Penalty: 6106.213867
	Iteration 10Q: 3 clusters Score -2.355167e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -23553764.000000 Penalty: 6106.213867
	Iteration 11Q: 3 clusters Score -2.355376e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -23555312.000000 Penalty: 6106.213867
	Iteration 12Q: 3 clusters Score -2.355531e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -23556546.000000 Penalty: 6106.213867
	Iteration 13Q: 3 clusters Score -2.355655e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -23557684.000000 Penalty: 6106.213867
	Iteration 14Q: 3 clusters Score -2.355768e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 184216 members 
Entering Unmasked Estep 
Score: -23558990.000000 Penalty: 6106.213867
	Iteration 15Q: 3 clusters Score -2.355899e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -23560140.000000 Penalty: 6106.213867
	Iteration 16Q: 3 clusters Score -2.356014e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 190529 members 
Entering Unmasked Estep 
Score: -23561528.000000 Penalty: 6106.213867
	Iteration 17Q: 3 clusters Score -2.356153e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -23562734.000000 Penalty: 6106.213867
	Iteration 18Q: 3 clusters Score -2.356273e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 196570 members 
Entering Unmasked Estep 
Score: -23564120.000000 Penalty: 6106.213867
	Iteration 19Q: 3 clusters Score -2.356412e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 199268 members 
Entering Unmasked Estep 
Score: -23565778.000000 Penalty: 6106.213867
	Iteration 20F: 3 clusters Score -2.356578e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 201742 members 
Entering Unmasked Estep 
Score: -23567386.000000 Penalty: 6106.213867
	Iteration 21Q: 3 clusters Score -2.356739e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 203868 members 
Entering Unmasked Estep 
Score: -23569004.000000 Penalty: 6106.213867
	Iteration 22Q: 3 clusters Score -2.3569e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 205496 members 
Entering Unmasked Estep 
Score: -23570332.000000 Penalty: 6106.213867
	Iteration 23Q: 3 clusters Score -2.357033e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 206680 members 
Entering Unmasked Estep 
Score: -23571464.000000 Penalty: 6106.213867
	Iteration 24Q: 3 clusters Score -2.357146e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 207507 members 
Entering Unmasked Estep 
Score: -23572102.000000 Penalty: 6106.213867
	Iteration 25Q: 3 clusters Score -2.35721e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 208142 members 
Entering Unmasked Estep 
Score: -23572614.000000 Penalty: 6106.213867
	Iteration 26Q: 3 clusters Score -2.357261e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 208632 members 
Entering Unmasked Estep 
Score: -23572876.000000 Penalty: 6106.213867
	Iteration 27Q: 3 clusters Score -2.357288e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 208968 members 
Entering Unmasked Estep 
Score: -23573058.000000 Penalty: 6106.213867
	Iteration 28Q: 3 clusters Score -2.357306e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 209219 members 
Entering Unmasked Estep 
Score: -23573068.000000 Penalty: 6106.213867
	Iteration 29Q: 3 clusters Score -2.357307e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 209447 members 
Entering Unmasked Estep 
Score: -23573144.000000 Penalty: 6106.213867
	Iteration 30Q: 3 clusters Score -2.357314e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 209650 members 
Entering Unmasked Estep 
Score: -23573212.000000 Penalty: 6106.213867
	Iteration 31Q: 3 clusters Score -2.357321e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 209827 members 
Entering Unmasked Estep 
Score: -23573232.000000 Penalty: 6106.213867
	Iteration 32Q: 3 clusters Score -2.357323e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 209944 members 
Entering Unmasked Estep 
Score: -23573218.000000 Penalty: 6106.213867
	Iteration 33Q: 3 clusters Score -2.357322e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 210051 members 
Entering Unmasked Estep 
Score: -23573228.000000 Penalty: 6106.213867
	Iteration 34Q: 3 clusters Score -2.357323e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 210143 members 
Entering Unmasked Estep 
Score: -23573234.000000 Penalty: 6106.213867
	Iteration 35Q: 3 clusters Score -2.357323e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 210245 members 
Entering Unmasked Estep 
Score: -23573254.000000 Penalty: 6106.213867
	Iteration 36Q: 3 clusters Score -2.357325e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 210322 members 
Entering Unmasked Estep 
Score: -23573286.000000 Penalty: 6106.213867
	Iteration 37Q: 3 clusters Score -2.357329e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 210396 members 
Entering Unmasked Estep 
Score: -23573276.000000 Penalty: 6106.213867
	Iteration 38Q: 3 clusters Score -2.357328e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 210468 members 
Entering Unmasked Estep 
Score: -23573282.000000 Penalty: 6106.213867
	Iteration 39Q: 3 clusters Score -2.357328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 210525 members 
Entering Unmasked Estep 
Score: -23573290.000000 Penalty: 6106.213867
	Iteration 40F: 3 clusters Score -2.357329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 210576 members 
Entering Unmasked Estep 
Score: -23573254.000000 Penalty: 6106.213867
	Iteration 41Q: 3 clusters Score -2.357325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 210622 members 
Entering Unmasked Estep 
Score: -23573280.000000 Penalty: 6106.213867
	Iteration 42Q: 3 clusters Score -2.357328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 210669 members 
Entering Unmasked Estep 
Score: -23573276.000000 Penalty: 6106.213867
	Iteration 43Q: 3 clusters Score -2.357328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 210714 members 
Entering Unmasked Estep 
Score: -23573290.000000 Penalty: 6106.213867
	Iteration 44Q: 3 clusters Score -2.357329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 210770 members 
Entering Unmasked Estep 
Score: -23573250.000000 Penalty: 6106.213867
	Iteration 45Q: 3 clusters Score -2.357325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -23573226.000000 Penalty: 6106.213867
	Iteration 46Q: 3 clusters Score -2.357323e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 210868 members 
Entering Unmasked Estep 
Score: -23573250.000000 Penalty: 6106.213867
	Iteration 47Q: 3 clusters Score -2.357325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 210916 members 
Entering Unmasked Estep 
Score: -23573232.000000 Penalty: 6106.213867
	Iteration 48Q: 3 clusters Score -2.357323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 210960 members 
Entering Unmasked Estep 
Score: -23573256.000000 Penalty: 6106.213867
	Iteration 49Q: 3 clusters Score -2.357326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 211004 members 
Entering Unmasked Estep 
Score: -23573244.000000 Penalty: 6106.213867
	Iteration 50Q: 3 clusters Score -2.357324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 211039 members 
Entering Unmasked Estep 
Score: -23573230.000000 Penalty: 6106.213867
	Iteration 51Q: 3 clusters Score -2.357323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 211070 members 
Entering Unmasked Estep 
Score: -23573224.000000 Penalty: 6106.213867
	Iteration 52Q: 3 clusters Score -2.357322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 211102 members 
Entering Unmasked Estep 
Score: -23573218.000000 Penalty: 6106.213867
	Iteration 53Q: 3 clusters Score -2.357322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 211135 members 
Entering Unmasked Estep 
Score: -23573232.000000 Penalty: 6106.213867
	Iteration 54Q: 3 clusters Score -2.357323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 211183 members 
Entering Unmasked Estep 
Score: -23573216.000000 Penalty: 6106.213867
	Iteration 55Q: 3 clusters Score -2.357322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 211214 members 
Entering Unmasked Estep 
Score: -23573194.000000 Penalty: 6106.213867
	Iteration 56Q: 3 clusters Score -2.357319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 211232 members 
Entering Unmasked Estep 
Score: -23573208.000000 Penalty: 6106.213867
	Iteration 57Q: 3 clusters Score -2.357321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 211249 members 
Entering Unmasked Estep 
Score: -23573196.000000 Penalty: 6106.213867
	Iteration 58Q: 3 clusters Score -2.35732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 211270 members 
Entering Unmasked Estep 
Score: -23573174.000000 Penalty: 6106.213867
	Iteration 59Q: 3 clusters Score -2.357317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 211289 members 
Entering Unmasked Estep 
Score: -23573196.000000 Penalty: 6106.213867
	Iteration 60F: 3 clusters Score -2.35732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 211309 members 
Entering Unmasked Estep 
Score: -23573206.000000 Penalty: 6106.213867
	Iteration 61Q: 3 clusters Score -2.357321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 211329 members 
Entering Unmasked Estep 
Score: -23573168.000000 Penalty: 6106.213867
	Iteration 62Q: 3 clusters Score -2.357317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 211350 members 
Entering Unmasked Estep 
Score: -23573170.000000 Penalty: 6106.213867
	Iteration 63Q: 3 clusters Score -2.357317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 211363 members 
Entering Unmasked Estep 
Score: -23573174.000000 Penalty: 6106.213867
	Iteration 64Q: 3 clusters Score -2.357317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 211375 members 
Entering Unmasked Estep 
Score: -23573164.000000 Penalty: 6106.213867
	Iteration 65Q: 3 clusters Score -2.357316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 211388 members 
Entering Unmasked Estep 
Score: -23573156.000000 Penalty: 6106.213867
	Iteration 66Q: 3 clusters Score -2.357316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 211400 members 
Entering Unmasked Estep 
Score: -23573150.000000 Penalty: 6106.213867
	Iteration 67Q: 3 clusters Score -2.357315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 211412 members 
Entering Unmasked Estep 
Score: -23573170.000000 Penalty: 6106.213867
	Iteration 68Q: 3 clusters Score -2.357317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 211424 members 
Entering Unmasked Estep 
Score: -23573164.000000 Penalty: 6106.213867
	Iteration 69Q: 3 clusters Score -2.357316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 211429 members 
Entering Unmasked Estep 
Score: -23573160.000000 Penalty: 6106.213867
	Iteration 70Q: 3 clusters Score -2.357316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 211435 members 
Entering Unmasked Estep 
Score: -23573140.000000 Penalty: 6106.213867
	Iteration 71Q: 3 clusters Score -2.357314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 211441 members 
Entering Unmasked Estep 
Score: -23573152.000000 Penalty: 6106.213867
	Iteration 72Q: 3 clusters Score -2.357315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 211442 members 
Entering Unmasked Estep 
Score: -23573154.000000 Penalty: 6106.213867
	Iteration 73Q: 3 clusters Score -2.357315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 211445 members 
Entering Unmasked Estep 
Score: -23573154.000000 Penalty: 6106.213867
	Iteration 74Q: 3 clusters Score -2.357315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 211445 members 
Entering Unmasked Estep 
Score: -23573158.000000 Penalty: 6106.213867
	Iteration 75Q: 3 clusters Score -2.357316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 211445 members 
Entering Unmasked Estep 
Score: -23573158.000000 Penalty: 6106.213867
	Iteration 76F: 3 clusters Score -2.357316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Entering Unmasked Estep 
Score: -2751066.500000 Penalty: 2542.687012
	Iteration 0F: 2 clusters Score -2751066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2731652.500000 Penalty: 5085.374023
	Iteration 0F: 3 clusters Score -2731652 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2738622.000000 Penalty: 5085.374023
	Iteration 1F: 3 clusters Score -2738622 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2739492.500000 Penalty: 5085.374023
	Iteration 2F: 3 clusters Score -2739492 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2740458.000000 Penalty: 5085.374023
	Iteration 3F: 3 clusters Score -2740458 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2741488.000000 Penalty: 5085.374023
	Iteration 4F: 3 clusters Score -2741488 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2742490.750000 Penalty: 5085.374023
	Iteration 5F: 3 clusters Score -2742491 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2743413.250000 Penalty: 5085.374023
	Iteration 6F: 3 clusters Score -2743413 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2744209.500000 Penalty: 5085.374023
	Iteration 7F: 3 clusters Score -2744210 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2744956.250000 Penalty: 5085.374023
	Iteration 8Q: 3 clusters Score -2744956 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2745645.750000 Penalty: 5085.374023
	Iteration 9Q: 3 clusters Score -2745646 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2746305.000000 Penalty: 5085.374023
	Iteration 10Q: 3 clusters Score -2746305 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2746834.500000 Penalty: 5085.374023
	Iteration 11Q: 3 clusters Score -2746834 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2747184.250000 Penalty: 5085.374023
	Iteration 12Q: 3 clusters Score -2747184 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2747405.000000 Penalty: 5085.374023
	Iteration 13Q: 3 clusters Score -2747405 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2747547.250000 Penalty: 5085.374023
	Iteration 14Q: 3 clusters Score -2747547 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2747675.250000 Penalty: 5085.374023
	Iteration 15Q: 3 clusters Score -2747675 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2747819.750000 Penalty: 5085.374023
	Iteration 16Q: 3 clusters Score -2747820 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2747887.250000 Penalty: 5085.374023
	Iteration 17Q: 3 clusters Score -2747887 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2747931.000000 Penalty: 5085.374023
	Iteration 18Q: 3 clusters Score -2747931 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2747991.250000 Penalty: 5085.374023
	Iteration 19Q: 3 clusters Score -2747991 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2748043.250000 Penalty: 5085.374023
	Iteration 20F: 3 clusters Score -2748043 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2748071.500000 Penalty: 5085.374023
	Iteration 21Q: 3 clusters Score -2748072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2748094.750000 Penalty: 5085.374023
	Iteration 22Q: 3 clusters Score -2748095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2748120.000000 Penalty: 5085.374023
	Iteration 23Q: 3 clusters Score -2748120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2748120.250000 Penalty: 5085.374023
	Iteration 24Q: 3 clusters Score -2748120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2748144.750000 Penalty: 5085.374023
	Iteration 25Q: 3 clusters Score -2748145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2748173.500000 Penalty: 5085.374023
	Iteration 26Q: 3 clusters Score -2748174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2748171.750000 Penalty: 5085.374023
	Iteration 27Q: 3 clusters Score -2748172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2748173.250000 Penalty: 5085.374023
	Iteration 28Q: 3 clusters Score -2748173 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2748185.000000 Penalty: 5085.374023
	Iteration 29Q: 3 clusters Score -2748185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2748198.750000 Penalty: 5085.374023
	Iteration 30Q: 3 clusters Score -2748199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2748201.250000 Penalty: 5085.374023
	Iteration 31Q: 3 clusters Score -2748201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2748205.250000 Penalty: 5085.374023
	Iteration 32Q: 3 clusters Score -2748205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2748208.000000 Penalty: 5085.374023
	Iteration 33Q: 3 clusters Score -2748208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2748220.000000 Penalty: 5085.374023
	Iteration 34Q: 3 clusters Score -2748220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2748219.250000 Penalty: 5085.374023
	Iteration 35Q: 3 clusters Score -2748219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2748225.500000 Penalty: 5085.374023
	Iteration 36Q: 3 clusters Score -2748226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2748227.500000 Penalty: 5085.374023
	Iteration 37Q: 3 clusters Score -2748228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2748232.000000 Penalty: 5085.374023
	Iteration 38Q: 3 clusters Score -2748232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2748239.250000 Penalty: 5085.374023
	Iteration 39Q: 3 clusters Score -2748239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2748247.500000 Penalty: 5085.374023
	Iteration 40F: 3 clusters Score -2748248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2748249.750000 Penalty: 5085.374023
	Iteration 41Q: 3 clusters Score -2748250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2748248.250000 Penalty: 5085.374023
	Iteration 42Q: 3 clusters Score -2748248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2748251.500000 Penalty: 5085.374023
	Iteration 43Q: 3 clusters Score -2748252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2748251.750000 Penalty: 5085.374023
	Iteration 44Q: 3 clusters Score -2748252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2748250.750000 Penalty: 5085.374023
	Iteration 45Q: 3 clusters Score -2748251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2748260.750000 Penalty: 5085.374023
	Iteration 46Q: 3 clusters Score -2748261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2748259.000000 Penalty: 5085.374023
	Iteration 47Q: 3 clusters Score -2748259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2748256.500000 Penalty: 5085.374023
	Iteration 48Q: 3 clusters Score -2748256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2748253.750000 Penalty: 5085.374023
	Iteration 49Q: 3 clusters Score -2748254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2748250.750000 Penalty: 5085.374023
	Iteration 50Q: 3 clusters Score -2748251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2748253.500000 Penalty: 5085.374023
	Iteration 51Q: 3 clusters Score -2748254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2748258.500000 Penalty: 5085.374023
	Iteration 52Q: 3 clusters Score -2748258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2748261.000000 Penalty: 5085.374023
	Iteration 53Q: 3 clusters Score -2748261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2748261.500000 Penalty: 5085.374023
	Iteration 54Q: 3 clusters Score -2748262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2748261.000000 Penalty: 5085.374023
	Iteration 55Q: 3 clusters Score -2748261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2748253.750000 Penalty: 5085.374023
	Iteration 56Q: 3 clusters Score -2748254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2748259.250000 Penalty: 5085.374023
	Iteration 57Q: 3 clusters Score -2748259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2748255.250000 Penalty: 5085.374023
	Iteration 58Q: 3 clusters Score -2748255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2748254.000000 Penalty: 5085.374023
	Iteration 59Q: 3 clusters Score -2748254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2748252.250000 Penalty: 5085.374023
	Iteration 60F: 3 clusters Score -2748252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2748250.750000 Penalty: 5085.374023
	Iteration 61Q: 3 clusters Score -2748251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2748251.250000 Penalty: 5085.374023
	Iteration 62Q: 3 clusters Score -2748251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2748251.000000 Penalty: 5085.374023
	Iteration 63Q: 3 clusters Score -2748251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2748253.750000 Penalty: 5085.374023
	Iteration 64Q: 3 clusters Score -2748254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2748254.500000 Penalty: 5085.374023
	Iteration 65Q: 3 clusters Score -2748254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2748255.000000 Penalty: 5085.374023
	Iteration 66Q: 3 clusters Score -2748255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2748251.500000 Penalty: 5085.374023
	Iteration 67Q: 3 clusters Score -2748252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2748249.250000 Penalty: 5085.374023
	Iteration 68Q: 3 clusters Score -2748249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2748252.000000 Penalty: 5085.374023
	Iteration 69Q: 3 clusters Score -2748252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2748253.000000 Penalty: 5085.374023
	Iteration 70Q: 3 clusters Score -2748253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2748253.000000 Penalty: 5085.374023
	Iteration 71F: 3 clusters Score -2748253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Entering Unmasked Estep 
Score: -1121106.375000 Penalty: 2304.601807
	Iteration 0F: 2 clusters Score -1121106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1112865.500000 Penalty: 4609.203613
	Iteration 0F: 3 clusters Score -1112866 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1115295.125000 Penalty: 4609.203613
	Iteration 1F: 3 clusters Score -1115295 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1115592.875000 Penalty: 4609.203613
	Iteration 2F: 3 clusters Score -1115593 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1115797.500000 Penalty: 4609.203613
	Iteration 3Q: 3 clusters Score -1115798 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1115944.375000 Penalty: 4609.203613
	Iteration 4Q: 3 clusters Score -1115944 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1116054.375000 Penalty: 4609.203613
	Iteration 5Q: 3 clusters Score -1116054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1116135.125000 Penalty: 4609.203613
	Iteration 6Q: 3 clusters Score -1116135 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1116200.750000 Penalty: 4609.203613
	Iteration 7Q: 3 clusters Score -1116201 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1116277.375000 Penalty: 4609.203613
	Iteration 8Q: 3 clusters Score -1116277 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1116350.125000 Penalty: 4609.203613
	Iteration 9Q: 3 clusters Score -1116350 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1116435.625000 Penalty: 4609.203613
	Iteration 10Q: 3 clusters Score -1116436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1116529.500000 Penalty: 4609.203613
	Iteration 11Q: 3 clusters Score -1116530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1116626.375000 Penalty: 4609.203613
	Iteration 12Q: 3 clusters Score -1116626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1116739.500000 Penalty: 4609.203613
	Iteration 13Q: 3 clusters Score -1116740 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1116863.125000 Penalty: 4609.203613
	Iteration 14Q: 3 clusters Score -1116863 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1117022.750000 Penalty: 4609.203613
	Iteration 15Q: 3 clusters Score -1117023 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1117187.125000 Penalty: 4609.203613
	Iteration 16Q: 3 clusters Score -1117187 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1117374.375000 Penalty: 4609.203613
	Iteration 17Q: 3 clusters Score -1117374 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1117568.500000 Penalty: 4609.203613
	Iteration 18Q: 3 clusters Score -1117568 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1117767.000000 Penalty: 4609.203613
	Iteration 19Q: 3 clusters Score -1117767 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1117958.125000 Penalty: 4609.203613
	Iteration 20F: 3 clusters Score -1117958 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1118124.625000 Penalty: 4609.203613
	Iteration 21Q: 3 clusters Score -1118125 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1118264.375000 Penalty: 4609.203613
	Iteration 22Q: 3 clusters Score -1118264 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1118386.875000 Penalty: 4609.203613
	Iteration 23Q: 3 clusters Score -1118387 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1118492.125000 Penalty: 4609.203613
	Iteration 24Q: 3 clusters Score -1118492 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1118588.750000 Penalty: 4609.203613
	Iteration 25Q: 3 clusters Score -1118589 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1118689.750000 Penalty: 4609.203613
	Iteration 26Q: 3 clusters Score -1118690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1118749.750000 Penalty: 4609.203613
	Iteration 27Q: 3 clusters Score -1118750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1118803.375000 Penalty: 4609.203613
	Iteration 28Q: 3 clusters Score -1118803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1118848.375000 Penalty: 4609.203613
	Iteration 29Q: 3 clusters Score -1118848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1118892.250000 Penalty: 4609.203613
	Iteration 30Q: 3 clusters Score -1118892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1118922.125000 Penalty: 4609.203613
	Iteration 31Q: 3 clusters Score -1118922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1118943.250000 Penalty: 4609.203613
	Iteration 32Q: 3 clusters Score -1118943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1118966.500000 Penalty: 4609.203613
	Iteration 33Q: 3 clusters Score -1118966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1118984.500000 Penalty: 4609.203613
	Iteration 34Q: 3 clusters Score -1118984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1118996.000000 Penalty: 4609.203613
	Iteration 35Q: 3 clusters Score -1118996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1119003.875000 Penalty: 4609.203613
	Iteration 36Q: 3 clusters Score -1119004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1119016.125000 Penalty: 4609.203613
	Iteration 37Q: 3 clusters Score -1119016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1119027.125000 Penalty: 4609.203613
	Iteration 38Q: 3 clusters Score -1119027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1119035.750000 Penalty: 4609.203613
	Iteration 39Q: 3 clusters Score -1119036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1119039.625000 Penalty: 4609.203613
	Iteration 40F: 3 clusters Score -1119040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1119046.625000 Penalty: 4609.203613
	Iteration 41Q: 3 clusters Score -1119047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1119055.250000 Penalty: 4609.203613
	Iteration 42Q: 3 clusters Score -1119055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1119062.875000 Penalty: 4609.203613
	Iteration 43Q: 3 clusters Score -1119063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1119070.250000 Penalty: 4609.203613
	Iteration 44Q: 3 clusters Score -1119070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1119076.250000 Penalty: 4609.203613
	Iteration 45Q: 3 clusters Score -1119076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1119079.000000 Penalty: 4609.203613
	Iteration 46Q: 3 clusters Score -1119079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1119081.875000 Penalty: 4609.203613
	Iteration 47Q: 3 clusters Score -1119082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1119082.500000 Penalty: 4609.203613
	Iteration 48Q: 3 clusters Score -1119082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1119083.250000 Penalty: 4609.203613
	Iteration 49Q: 3 clusters Score -1119083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1119084.625000 Penalty: 4609.203613
	Iteration 50Q: 3 clusters Score -1119085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1119086.000000 Penalty: 4609.203613
	Iteration 51Q: 3 clusters Score -1119086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1119084.250000 Penalty: 4609.203613
	Iteration 52Q: 3 clusters Score -1119084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1119084.250000 Penalty: 4609.203613
	Iteration 53F: 3 clusters Score -1119084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -266040.000000 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -266040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -262814.125000 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -262814.1 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -263568.437500 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -263568.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -263764.718750 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -263764.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -263887.718750 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -263887.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -263970.593750 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -263970.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -264023.406250 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -264023.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -264056.125000 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -264056.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -264078.343750 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -264078.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -264092.875000 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -264092.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -264102.468750 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -264102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -264111.906250 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -264111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -264121.187500 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -264121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -264129.812500 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -264129.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -264137.343750 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -264137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -264140.406250 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -264140.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -264143.906250 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -264143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -264147.312500 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -264147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -264149.000000 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -264149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -264149.593750 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -264149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -264150.500000 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -264150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -264151.187500 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -264151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -264151.562500 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -264151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -264151.562500 Penalty: 3975.766113
	Iteration 22F: 3 clusters Score -264151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (348770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348770 members 
Entering Unmasked Estep 
Score: -37084304.000000 Penalty: 3165.017578
	Iteration 0F: 2 clusters Score -3.70843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174685 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -36860464.000000 Penalty: 6330.035156
	Iteration 0F: 3 clusters Score -3.686046e+07 nChanged 169510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183857 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -36962508.000000 Penalty: 6330.035156
	Iteration 1F: 3 clusters Score -3.696251e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189366 members 
Mstep: Class 2 contains 159404 members 
Entering Unmasked Estep 
Score: -36964488.000000 Penalty: 6330.035156
	Iteration 2Q: 3 clusters Score -3.696449e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197705 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -36967644.000000 Penalty: 6330.035156
	Iteration 3Q: 3 clusters Score -3.696764e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210276 members 
Mstep: Class 2 contains 138494 members 
Entering Unmasked Estep 
Score: -36972888.000000 Penalty: 6330.035156
	Iteration 4Q: 3 clusters Score -3.697289e+07 nChanged 19360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228542 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -36982884.000000 Penalty: 6330.035156
	Iteration 5F: 3 clusters Score -3.698288e+07 nChanged 25129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253129 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -36999688.000000 Penalty: 6330.035156
	Iteration 6F: 3 clusters Score -3.699969e+07 nChanged 28813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281704 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -37024092.000000 Penalty: 6330.035156
	Iteration 7F: 3 clusters Score -3.702409e+07 nChanged 26868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308512 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -37049384.000000 Penalty: 6330.035156
	Iteration 8F: 3 clusters Score -3.704938e+07 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327140 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -37066588.000000 Penalty: 6330.035156
	Iteration 9F: 3 clusters Score -3.706659e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337142 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -37073796.000000 Penalty: 6330.035156
	Iteration 10Q: 3 clusters Score -3.70738e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342143 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -37077276.000000 Penalty: 6330.035156
	Iteration 11Q: 3 clusters Score -3.707728e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344681 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -37079116.000000 Penalty: 6330.035156
	Iteration 12Q: 3 clusters Score -3.707912e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346035 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -37080056.000000 Penalty: 6330.035156
	Iteration 13Q: 3 clusters Score -3.708006e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346758 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -37080568.000000 Penalty: 6330.035156
	Iteration 14Q: 3 clusters Score -3.708057e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347204 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -37080808.000000 Penalty: 6330.035156
	Iteration 15Q: 3 clusters Score -3.708081e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347479 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -37080996.000000 Penalty: 6330.035156
	Iteration 16Q: 3 clusters Score -3.7081e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347656 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -37081100.000000 Penalty: 6330.035156
	Iteration 17Q: 3 clusters Score -3.70811e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347771 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -37081192.000000 Penalty: 6330.035156
	Iteration 18Q: 3 clusters Score -3.708119e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347851 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -37081264.000000 Penalty: 6330.035156
	Iteration 19Q: 3 clusters Score -3.708126e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347915 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -37081356.000000 Penalty: 6330.035156
	Iteration 20F: 3 clusters Score -3.708136e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347965 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -37081432.000000 Penalty: 6330.035156
	Iteration 21Q: 3 clusters Score -3.708143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348007 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -37081460.000000 Penalty: 6330.035156
	Iteration 22Q: 3 clusters Score -3.708146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348040 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -37081484.000000 Penalty: 6330.035156
	Iteration 23Q: 3 clusters Score -3.708148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348055 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -37081496.000000 Penalty: 6330.035156
	Iteration 24Q: 3 clusters Score -3.70815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348070 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -37081504.000000 Penalty: 6330.035156
	Iteration 25Q: 3 clusters Score -3.70815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37081516.000000 Penalty: 6330.035156
	Iteration 26Q: 3 clusters Score -3.708152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348086 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37081548.000000 Penalty: 6330.035156
	Iteration 27Q: 3 clusters Score -3.708155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348095 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -37081544.000000 Penalty: 6330.035156
	Iteration 28Q: 3 clusters Score -3.708154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348108 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -37081564.000000 Penalty: 6330.035156
	Iteration 29Q: 3 clusters Score -3.708156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348114 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -37081588.000000 Penalty: 6330.035156
	Iteration 30Q: 3 clusters Score -3.708159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348118 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -37081564.000000 Penalty: 6330.035156
	Iteration 31Q: 3 clusters Score -3.708156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348122 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -37081572.000000 Penalty: 6330.035156
	Iteration 32Q: 3 clusters Score -3.708157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348126 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -37081572.000000 Penalty: 6330.035156
	Iteration 33Q: 3 clusters Score -3.708157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348130 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -37081564.000000 Penalty: 6330.035156
	Iteration 34Q: 3 clusters Score -3.708156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348130 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -37081556.000000 Penalty: 6330.035156
	Iteration 35Q: 3 clusters Score -3.708156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348130 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -37081564.000000 Penalty: 6330.035156
	Iteration 36Q: 3 clusters Score -3.708156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348131 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -37081568.000000 Penalty: 6330.035156
	Iteration 37Q: 3 clusters Score -3.708157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -37081564.000000 Penalty: 6330.035156
	Iteration 38Q: 3 clusters Score -3.708156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348131 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -37081560.000000 Penalty: 6330.035156
	Iteration 39Q: 3 clusters Score -3.708156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348131 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -37081560.000000 Penalty: 6330.035156
	Iteration 40F: 3 clusters Score -3.708156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -33833.910156 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33833.91 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 186 members 
Entering Unmasked Estep 
Score: -32439.960938 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32439.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32586.113281 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32586.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32620.939453 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -32620.94 nChanged 8
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: -32652.083984 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32652.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32656.138672 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32656.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32656.138672 Penalty: 2919.507568
	Iteration 5F: 3 clusters Score -32656.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (327775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327775 members 
Entering Unmasked Estep 
Score: -34803016.000000 Penalty: 3149.620605
	Iteration 0F: 2 clusters Score -3.480302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164031 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -34587480.000000 Penalty: 6299.241211
	Iteration 0F: 3 clusters Score -3.458748e+07 nChanged 159209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 160957 members 
Entering Unmasked Estep 
Score: -34681040.000000 Penalty: 6299.241211
	Iteration 1F: 3 clusters Score -3.468104e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168571 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -34682256.000000 Penalty: 6299.241211
	Iteration 2Q: 3 clusters Score -3.468226e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171578 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -34683192.000000 Penalty: 6299.241211
	Iteration 3Q: 3 clusters Score -3.468319e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176411 members 
Mstep: Class 2 contains 151364 members 
Entering Unmasked Estep 
Score: -34685404.000000 Penalty: 6299.241211
	Iteration 4Q: 3 clusters Score -3.46854e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183948 members 
Mstep: Class 2 contains 143827 members 
Entering Unmasked Estep 
Score: -34689024.000000 Penalty: 6299.241211
	Iteration 5Q: 3 clusters Score -3.468902e+07 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195477 members 
Mstep: Class 2 contains 132298 members 
Entering Unmasked Estep 
Score: -34694784.000000 Penalty: 6299.241211
	Iteration 6Q: 3 clusters Score -3.469478e+07 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212125 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -34705600.000000 Penalty: 6299.241211
	Iteration 7F: 3 clusters Score -3.47056e+07 nChanged 23601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233482 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -34723880.000000 Penalty: 6299.241211
	Iteration 8F: 3 clusters Score -3.472388e+07 nChanged 24326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255384 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -34746036.000000 Penalty: 6299.241211
	Iteration 9F: 3 clusters Score -3.474604e+07 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271230 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -34767040.000000 Penalty: 6299.241211
	Iteration 10F: 3 clusters Score -3.476704e+07 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278171 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -34782924.000000 Penalty: 6299.241211
	Iteration 11Q: 3 clusters Score -3.478292e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279942 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -34790876.000000 Penalty: 6299.241211
	Iteration 12Q: 3 clusters Score -3.479088e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280717 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -34794748.000000 Penalty: 6299.241211
	Iteration 13Q: 3 clusters Score -3.479475e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281325 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -34796752.000000 Penalty: 6299.241211
	Iteration 14Q: 3 clusters Score -3.479675e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281760 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -34798092.000000 Penalty: 6299.241211
	Iteration 15Q: 3 clusters Score -3.479809e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282125 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -34798776.000000 Penalty: 6299.241211
	Iteration 16Q: 3 clusters Score -3.479878e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282425 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -34799220.000000 Penalty: 6299.241211
	Iteration 17Q: 3 clusters Score -3.479922e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -34799500.000000 Penalty: 6299.241211
	Iteration 18Q: 3 clusters Score -3.47995e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282865 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -34799760.000000 Penalty: 6299.241211
	Iteration 19Q: 3 clusters Score -3.479976e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283073 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -34799936.000000 Penalty: 6299.241211
	Iteration 20F: 3 clusters Score -3.479994e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283354 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -34799868.000000 Penalty: 6299.241211
	Iteration 21Q: 3 clusters Score -3.479987e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283628 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -34800044.000000 Penalty: 6299.241211
	Iteration 22Q: 3 clusters Score -3.480004e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283872 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -34800172.000000 Penalty: 6299.241211
	Iteration 23Q: 3 clusters Score -3.480017e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284110 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -34800296.000000 Penalty: 6299.241211
	Iteration 24Q: 3 clusters Score -3.48003e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284396 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -34800392.000000 Penalty: 6299.241211
	Iteration 25Q: 3 clusters Score -3.480039e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284673 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -34800344.000000 Penalty: 6299.241211
	Iteration 26Q: 3 clusters Score -3.480034e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284935 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -34800388.000000 Penalty: 6299.241211
	Iteration 27Q: 3 clusters Score -3.480039e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285188 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -34800368.000000 Penalty: 6299.241211
	Iteration 28Q: 3 clusters Score -3.480037e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285450 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -34800424.000000 Penalty: 6299.241211
	Iteration 29Q: 3 clusters Score -3.480042e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285686 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -34800476.000000 Penalty: 6299.241211
	Iteration 30Q: 3 clusters Score -3.480048e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285927 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -34800488.000000 Penalty: 6299.241211
	Iteration 31Q: 3 clusters Score -3.480049e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286171 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -34800524.000000 Penalty: 6299.241211
	Iteration 32Q: 3 clusters Score -3.480052e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286422 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -34800528.000000 Penalty: 6299.241211
	Iteration 33Q: 3 clusters Score -3.480053e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286686 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -34800536.000000 Penalty: 6299.241211
	Iteration 34Q: 3 clusters Score -3.480054e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286950 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -34800516.000000 Penalty: 6299.241211
	Iteration 35Q: 3 clusters Score -3.480052e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287181 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -34800540.000000 Penalty: 6299.241211
	Iteration 36Q: 3 clusters Score -3.480054e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287399 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -34800564.000000 Penalty: 6299.241211
	Iteration 37Q: 3 clusters Score -3.480056e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287580 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -34800520.000000 Penalty: 6299.241211
	Iteration 38Q: 3 clusters Score -3.480052e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287777 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -34800504.000000 Penalty: 6299.241211
	Iteration 39Q: 3 clusters Score -3.48005e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287982 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -34800428.000000 Penalty: 6299.241211
	Iteration 40F: 3 clusters Score -3.480043e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288216 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -34800436.000000 Penalty: 6299.241211
	Iteration 41Q: 3 clusters Score -3.480044e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288435 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -34800396.000000 Penalty: 6299.241211
	Iteration 42Q: 3 clusters Score -3.48004e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288633 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -34800408.000000 Penalty: 6299.241211
	Iteration 43Q: 3 clusters Score -3.480041e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288831 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -34800436.000000 Penalty: 6299.241211
	Iteration 44Q: 3 clusters Score -3.480044e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289030 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -34800456.000000 Penalty: 6299.241211
	Iteration 45Q: 3 clusters Score -3.480046e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289219 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -34800444.000000 Penalty: 6299.241211
	Iteration 46Q: 3 clusters Score -3.480044e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289428 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -34800464.000000 Penalty: 6299.241211
	Iteration 47Q: 3 clusters Score -3.480046e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289626 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -34800460.000000 Penalty: 6299.241211
	Iteration 48Q: 3 clusters Score -3.480046e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289836 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -34800532.000000 Penalty: 6299.241211
	Iteration 49Q: 3 clusters Score -3.480053e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290072 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -34800524.000000 Penalty: 6299.241211
	Iteration 50Q: 3 clusters Score -3.480052e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290278 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -34800592.000000 Penalty: 6299.241211
	Iteration 51Q: 3 clusters Score -3.480059e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290497 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -34800564.000000 Penalty: 6299.241211
	Iteration 52Q: 3 clusters Score -3.480056e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290698 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -34800484.000000 Penalty: 6299.241211
	Iteration 53Q: 3 clusters Score -3.480048e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290894 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -34800540.000000 Penalty: 6299.241211
	Iteration 54Q: 3 clusters Score -3.480054e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291091 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -34800540.000000 Penalty: 6299.241211
	Iteration 55Q: 3 clusters Score -3.480054e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291298 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -34800544.000000 Penalty: 6299.241211
	Iteration 56Q: 3 clusters Score -3.480054e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291508 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -34800508.000000 Penalty: 6299.241211
	Iteration 57Q: 3 clusters Score -3.480051e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291699 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -34800504.000000 Penalty: 6299.241211
	Iteration 58Q: 3 clusters Score -3.48005e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291908 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -34800484.000000 Penalty: 6299.241211
	Iteration 59Q: 3 clusters Score -3.480048e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292114 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -34800460.000000 Penalty: 6299.241211
	Iteration 60F: 3 clusters Score -3.480046e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292310 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -34800416.000000 Penalty: 6299.241211
	Iteration 61Q: 3 clusters Score -3.480042e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292517 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -34800448.000000 Penalty: 6299.241211
	Iteration 62Q: 3 clusters Score -3.480045e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292725 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -34800516.000000 Penalty: 6299.241211
	Iteration 63Q: 3 clusters Score -3.480052e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292932 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -34800572.000000 Penalty: 6299.241211
	Iteration 64Q: 3 clusters Score -3.480057e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293117 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -34800556.000000 Penalty: 6299.241211
	Iteration 65Q: 3 clusters Score -3.480056e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293311 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -34800480.000000 Penalty: 6299.241211
	Iteration 66Q: 3 clusters Score -3.480048e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293510 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -34800460.000000 Penalty: 6299.241211
	Iteration 67Q: 3 clusters Score -3.480046e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293741 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -34800428.000000 Penalty: 6299.241211
	Iteration 68Q: 3 clusters Score -3.480043e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293944 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -34800420.000000 Penalty: 6299.241211
	Iteration 69Q: 3 clusters Score -3.480042e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294135 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -34800396.000000 Penalty: 6299.241211
	Iteration 70Q: 3 clusters Score -3.48004e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294317 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -34800372.000000 Penalty: 6299.241211
	Iteration 71Q: 3 clusters Score -3.480037e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294504 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -34800340.000000 Penalty: 6299.241211
	Iteration 72Q: 3 clusters Score -3.480034e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294692 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -34800292.000000 Penalty: 6299.241211
	Iteration 73Q: 3 clusters Score -3.480029e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294875 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -34800292.000000 Penalty: 6299.241211
	Iteration 74Q: 3 clusters Score -3.480029e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295056 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -34800224.000000 Penalty: 6299.241211
	Iteration 75Q: 3 clusters Score -3.480022e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295230 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -34800244.000000 Penalty: 6299.241211
	Iteration 76Q: 3 clusters Score -3.480024e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295411 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -34800368.000000 Penalty: 6299.241211
	Iteration 77Q: 3 clusters Score -3.480037e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295610 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -34800396.000000 Penalty: 6299.241211
	Iteration 78Q: 3 clusters Score -3.48004e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295831 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -34800352.000000 Penalty: 6299.241211
	Iteration 79Q: 3 clusters Score -3.480035e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296052 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -34800320.000000 Penalty: 6299.241211
	Iteration 80F: 3 clusters Score -3.480032e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296257 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -34800332.000000 Penalty: 6299.241211
	Iteration 81Q: 3 clusters Score -3.480033e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296475 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -34800284.000000 Penalty: 6299.241211
	Iteration 82Q: 3 clusters Score -3.480028e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296703 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -34800248.000000 Penalty: 6299.241211
	Iteration 83Q: 3 clusters Score -3.480025e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296915 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -34800244.000000 Penalty: 6299.241211
	Iteration 84Q: 3 clusters Score -3.480024e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297147 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -34800264.000000 Penalty: 6299.241211
	Iteration 85Q: 3 clusters Score -3.480026e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297365 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -34800328.000000 Penalty: 6299.241211
	Iteration 86Q: 3 clusters Score -3.480033e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297605 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -34800328.000000 Penalty: 6299.241211
	Iteration 87Q: 3 clusters Score -3.480033e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297856 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -34800352.000000 Penalty: 6299.241211
	Iteration 88Q: 3 clusters Score -3.480035e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298126 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -34800308.000000 Penalty: 6299.241211
	Iteration 89Q: 3 clusters Score -3.480031e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298361 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -34800320.000000 Penalty: 6299.241211
	Iteration 90Q: 3 clusters Score -3.480032e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298584 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -34800340.000000 Penalty: 6299.241211
	Iteration 91Q: 3 clusters Score -3.480034e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298829 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -34800308.000000 Penalty: 6299.241211
	Iteration 92Q: 3 clusters Score -3.480031e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299082 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -34800320.000000 Penalty: 6299.241211
	Iteration 93Q: 3 clusters Score -3.480032e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299331 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -34800232.000000 Penalty: 6299.241211
	Iteration 94Q: 3 clusters Score -3.480023e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299562 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -34800224.000000 Penalty: 6299.241211
	Iteration 95Q: 3 clusters Score -3.480022e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299806 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -34800228.000000 Penalty: 6299.241211
	Iteration 96Q: 3 clusters Score -3.480023e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300041 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -34800320.000000 Penalty: 6299.241211
	Iteration 97Q: 3 clusters Score -3.480032e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300285 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -34800348.000000 Penalty: 6299.241211
	Iteration 98Q: 3 clusters Score -3.480035e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300552 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -34800316.000000 Penalty: 6299.241211
	Iteration 99Q: 3 clusters Score -3.480032e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300822 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -34800324.000000 Penalty: 6299.241211
	Iteration 100F: 3 clusters Score -3.480032e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301088 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -34800344.000000 Penalty: 6299.241211
	Iteration 101Q: 3 clusters Score -3.480034e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301348 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -34800380.000000 Penalty: 6299.241211
	Iteration 102Q: 3 clusters Score -3.480038e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301623 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -34800404.000000 Penalty: 6299.241211
	Iteration 103Q: 3 clusters Score -3.48004e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301903 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -34800440.000000 Penalty: 6299.241211
	Iteration 104Q: 3 clusters Score -3.480044e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302197 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -34800440.000000 Penalty: 6299.241211
	Iteration 105Q: 3 clusters Score -3.480044e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302506 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -34800396.000000 Penalty: 6299.241211
	Iteration 106Q: 3 clusters Score -3.48004e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302792 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -34800316.000000 Penalty: 6299.241211
	Iteration 107Q: 3 clusters Score -3.480032e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303090 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -34800392.000000 Penalty: 6299.241211
	Iteration 108Q: 3 clusters Score -3.480039e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303398 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -34800332.000000 Penalty: 6299.241211
	Iteration 109Q: 3 clusters Score -3.480033e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303719 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -34800352.000000 Penalty: 6299.241211
	Iteration 110Q: 3 clusters Score -3.480035e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304049 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -34800376.000000 Penalty: 6299.241211
	Iteration 111Q: 3 clusters Score -3.480038e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304376 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -34800276.000000 Penalty: 6299.241211
	Iteration 112Q: 3 clusters Score -3.480028e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304720 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -34800292.000000 Penalty: 6299.241211
	Iteration 113Q: 3 clusters Score -3.480029e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305051 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -34800328.000000 Penalty: 6299.241211
	Iteration 114Q: 3 clusters Score -3.480033e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305382 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -34800372.000000 Penalty: 6299.241211
	Iteration 115Q: 3 clusters Score -3.480037e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305712 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -34800364.000000 Penalty: 6299.241211
	Iteration 116Q: 3 clusters Score -3.480036e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306028 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -34800336.000000 Penalty: 6299.241211
	Iteration 117Q: 3 clusters Score -3.480034e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306347 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -34800336.000000 Penalty: 6299.241211
	Iteration 118Q: 3 clusters Score -3.480034e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306685 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -34800444.000000 Penalty: 6299.241211
	Iteration 119Q: 3 clusters Score -3.480044e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307018 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -34800492.000000 Penalty: 6299.241211
	Iteration 120F: 3 clusters Score -3.480049e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307314 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -34800500.000000 Penalty: 6299.241211
	Iteration 121Q: 3 clusters Score -3.48005e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307616 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -34800560.000000 Penalty: 6299.241211
	Iteration 122Q: 3 clusters Score -3.480056e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307907 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -34800620.000000 Penalty: 6299.241211
	Iteration 123Q: 3 clusters Score -3.480062e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308200 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -34800636.000000 Penalty: 6299.241211
	Iteration 124Q: 3 clusters Score -3.480064e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308504 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -34800628.000000 Penalty: 6299.241211
	Iteration 125Q: 3 clusters Score -3.480063e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308802 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -34800636.000000 Penalty: 6299.241211
	Iteration 126Q: 3 clusters Score -3.480064e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309108 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -34800632.000000 Penalty: 6299.241211
	Iteration 127Q: 3 clusters Score -3.480063e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309419 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -34800652.000000 Penalty: 6299.241211
	Iteration 128Q: 3 clusters Score -3.480065e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309709 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -34800684.000000 Penalty: 6299.241211
	Iteration 129Q: 3 clusters Score -3.480068e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309994 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -34800780.000000 Penalty: 6299.241211
	Iteration 130Q: 3 clusters Score -3.480078e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310247 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -34800780.000000 Penalty: 6299.241211
	Iteration 131Q: 3 clusters Score -3.480078e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310513 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -34800820.000000 Penalty: 6299.241211
	Iteration 132Q: 3 clusters Score -3.480082e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310760 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -34800824.000000 Penalty: 6299.241211
	Iteration 133Q: 3 clusters Score -3.480082e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310995 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -34800852.000000 Penalty: 6299.241211
	Iteration 134Q: 3 clusters Score -3.480085e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311238 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -34800864.000000 Penalty: 6299.241211
	Iteration 135Q: 3 clusters Score -3.480086e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311471 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -34800880.000000 Penalty: 6299.241211
	Iteration 136Q: 3 clusters Score -3.480088e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311697 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -34800924.000000 Penalty: 6299.241211
	Iteration 137Q: 3 clusters Score -3.480092e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311902 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -34800920.000000 Penalty: 6299.241211
	Iteration 138Q: 3 clusters Score -3.480092e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312114 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -34800968.000000 Penalty: 6299.241211
	Iteration 139Q: 3 clusters Score -3.480097e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312323 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -34800952.000000 Penalty: 6299.241211
	Iteration 140F: 3 clusters Score -3.480095e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312523 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -34800896.000000 Penalty: 6299.241211
	Iteration 141Q: 3 clusters Score -3.48009e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312718 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -34800956.000000 Penalty: 6299.241211
	Iteration 142Q: 3 clusters Score -3.480096e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312914 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -34800984.000000 Penalty: 6299.241211
	Iteration 143Q: 3 clusters Score -3.480098e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313114 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -34800964.000000 Penalty: 6299.241211
	Iteration 144Q: 3 clusters Score -3.480096e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313286 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -34800988.000000 Penalty: 6299.241211
	Iteration 145Q: 3 clusters Score -3.480099e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313466 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -34801004.000000 Penalty: 6299.241211
	Iteration 146Q: 3 clusters Score -3.4801e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313651 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -34801004.000000 Penalty: 6299.241211
	Iteration 147Q: 3 clusters Score -3.4801e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313837 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -34800988.000000 Penalty: 6299.241211
	Iteration 148Q: 3 clusters Score -3.480099e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314028 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -34801052.000000 Penalty: 6299.241211
	Iteration 149Q: 3 clusters Score -3.480105e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314210 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -34801072.000000 Penalty: 6299.241211
	Iteration 150Q: 3 clusters Score -3.480107e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314412 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -34801096.000000 Penalty: 6299.241211
	Iteration 151Q: 3 clusters Score -3.48011e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314597 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -34801100.000000 Penalty: 6299.241211
	Iteration 152Q: 3 clusters Score -3.48011e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314781 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -34801088.000000 Penalty: 6299.241211
	Iteration 153Q: 3 clusters Score -3.480109e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314950 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -34801148.000000 Penalty: 6299.241211
	Iteration 154Q: 3 clusters Score -3.480115e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315148 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -34801188.000000 Penalty: 6299.241211
	Iteration 155Q: 3 clusters Score -3.480119e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315377 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -34801236.000000 Penalty: 6299.241211
	Iteration 156Q: 3 clusters Score -3.480124e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315601 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -34801160.000000 Penalty: 6299.241211
	Iteration 157Q: 3 clusters Score -3.480116e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315836 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -34801184.000000 Penalty: 6299.241211
	Iteration 158Q: 3 clusters Score -3.480118e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316065 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -34801192.000000 Penalty: 6299.241211
	Iteration 159Q: 3 clusters Score -3.480119e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316277 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -34801128.000000 Penalty: 6299.241211
	Iteration 160F: 3 clusters Score -3.480113e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316484 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -34801236.000000 Penalty: 6299.241211
	Iteration 161Q: 3 clusters Score -3.480124e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316688 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -34801224.000000 Penalty: 6299.241211
	Iteration 162Q: 3 clusters Score -3.480122e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316880 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -34801180.000000 Penalty: 6299.241211
	Iteration 163Q: 3 clusters Score -3.480118e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317065 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -34801176.000000 Penalty: 6299.241211
	Iteration 164Q: 3 clusters Score -3.480118e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317242 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -34801248.000000 Penalty: 6299.241211
	Iteration 165Q: 3 clusters Score -3.480125e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317450 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -34801268.000000 Penalty: 6299.241211
	Iteration 166Q: 3 clusters Score -3.480127e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317637 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -34801304.000000 Penalty: 6299.241211
	Iteration 167Q: 3 clusters Score -3.48013e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317821 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -34801292.000000 Penalty: 6299.241211
	Iteration 168Q: 3 clusters Score -3.480129e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318012 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -34801296.000000 Penalty: 6299.241211
	Iteration 169Q: 3 clusters Score -3.48013e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318188 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -34801276.000000 Penalty: 6299.241211
	Iteration 170Q: 3 clusters Score -3.480128e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318354 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 171Q: 3 clusters Score -3.480136e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318524 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -34801352.000000 Penalty: 6299.241211
	Iteration 172Q: 3 clusters Score -3.480135e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318677 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -34801336.000000 Penalty: 6299.241211
	Iteration 173Q: 3 clusters Score -3.480134e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318826 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 174Q: 3 clusters Score -3.480132e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318968 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 175Q: 3 clusters Score -3.480132e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319102 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -34801268.000000 Penalty: 6299.241211
	Iteration 176Q: 3 clusters Score -3.480127e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319248 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -34801280.000000 Penalty: 6299.241211
	Iteration 177Q: 3 clusters Score -3.480128e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319388 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -34801296.000000 Penalty: 6299.241211
	Iteration 178Q: 3 clusters Score -3.48013e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319554 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -34801284.000000 Penalty: 6299.241211
	Iteration 179Q: 3 clusters Score -3.480128e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319700 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -34801312.000000 Penalty: 6299.241211
	Iteration 180F: 3 clusters Score -3.480131e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319840 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 181Q: 3 clusters Score -3.480136e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319986 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -34801372.000000 Penalty: 6299.241211
	Iteration 182Q: 3 clusters Score -3.480137e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320111 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -34801308.000000 Penalty: 6299.241211
	Iteration 183Q: 3 clusters Score -3.480131e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320232 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 184Q: 3 clusters Score -3.480132e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320350 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -34801332.000000 Penalty: 6299.241211
	Iteration 185Q: 3 clusters Score -3.480133e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320466 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -34801348.000000 Penalty: 6299.241211
	Iteration 186Q: 3 clusters Score -3.480135e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320581 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -34801316.000000 Penalty: 6299.241211
	Iteration 187Q: 3 clusters Score -3.480132e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320703 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -34801324.000000 Penalty: 6299.241211
	Iteration 188Q: 3 clusters Score -3.480132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320799 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 189Q: 3 clusters Score -3.480132e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320890 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -34801308.000000 Penalty: 6299.241211
	Iteration 190Q: 3 clusters Score -3.480131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320969 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -34801308.000000 Penalty: 6299.241211
	Iteration 191Q: 3 clusters Score -3.480131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321048 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -34801312.000000 Penalty: 6299.241211
	Iteration 192Q: 3 clusters Score -3.480131e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321129 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 193Q: 3 clusters Score -3.480132e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321206 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -34801324.000000 Penalty: 6299.241211
	Iteration 194Q: 3 clusters Score -3.480132e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321282 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -34801288.000000 Penalty: 6299.241211
	Iteration 195Q: 3 clusters Score -3.480129e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321359 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 196Q: 3 clusters Score -3.480132e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321428 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -34801300.000000 Penalty: 6299.241211
	Iteration 197Q: 3 clusters Score -3.48013e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321491 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -34801296.000000 Penalty: 6299.241211
	Iteration 198Q: 3 clusters Score -3.48013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321556 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -34801324.000000 Penalty: 6299.241211
	Iteration 199Q: 3 clusters Score -3.480132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321617 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -34801292.000000 Penalty: 6299.241211
	Iteration 200F: 3 clusters Score -3.480129e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321675 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -34801296.000000 Penalty: 6299.241211
	Iteration 201Q: 3 clusters Score -3.48013e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321732 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -34801236.000000 Penalty: 6299.241211
	Iteration 202Q: 3 clusters Score -3.480124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321783 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -34801248.000000 Penalty: 6299.241211
	Iteration 203Q: 3 clusters Score -3.480125e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321841 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -34801300.000000 Penalty: 6299.241211
	Iteration 204Q: 3 clusters Score -3.48013e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321906 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -34801252.000000 Penalty: 6299.241211
	Iteration 205Q: 3 clusters Score -3.480125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321977 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -34801292.000000 Penalty: 6299.241211
	Iteration 206Q: 3 clusters Score -3.480129e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322038 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -34801304.000000 Penalty: 6299.241211
	Iteration 207Q: 3 clusters Score -3.48013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322094 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 208Q: 3 clusters Score -3.480132e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322138 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -34801304.000000 Penalty: 6299.241211
	Iteration 209Q: 3 clusters Score -3.48013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322180 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -34801324.000000 Penalty: 6299.241211
	Iteration 210Q: 3 clusters Score -3.480132e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322223 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -34801348.000000 Penalty: 6299.241211
	Iteration 211Q: 3 clusters Score -3.480135e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322268 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -34801340.000000 Penalty: 6299.241211
	Iteration 212Q: 3 clusters Score -3.480134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322303 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -34801336.000000 Penalty: 6299.241211
	Iteration 213Q: 3 clusters Score -3.480134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322334 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -34801344.000000 Penalty: 6299.241211
	Iteration 214Q: 3 clusters Score -3.480134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322358 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -34801344.000000 Penalty: 6299.241211
	Iteration 215Q: 3 clusters Score -3.480134e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322384 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 216Q: 3 clusters Score -3.480136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322407 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 217Q: 3 clusters Score -3.480138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322428 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 218Q: 3 clusters Score -3.480138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322453 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -34801372.000000 Penalty: 6299.241211
	Iteration 219Q: 3 clusters Score -3.480137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322474 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -34801348.000000 Penalty: 6299.241211
	Iteration 220F: 3 clusters Score -3.480135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322514 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -34801332.000000 Penalty: 6299.241211
	Iteration 221Q: 3 clusters Score -3.480133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322558 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -34801324.000000 Penalty: 6299.241211
	Iteration 222Q: 3 clusters Score -3.480132e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322609 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -34801344.000000 Penalty: 6299.241211
	Iteration 223Q: 3 clusters Score -3.480134e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322665 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -34801292.000000 Penalty: 6299.241211
	Iteration 224Q: 3 clusters Score -3.480129e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322725 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -34801284.000000 Penalty: 6299.241211
	Iteration 225Q: 3 clusters Score -3.480128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322784 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -34801276.000000 Penalty: 6299.241211
	Iteration 226Q: 3 clusters Score -3.480128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322848 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -34801300.000000 Penalty: 6299.241211
	Iteration 227Q: 3 clusters Score -3.48013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322905 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -34801292.000000 Penalty: 6299.241211
	Iteration 228Q: 3 clusters Score -3.480129e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322951 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -34801304.000000 Penalty: 6299.241211
	Iteration 229Q: 3 clusters Score -3.48013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322995 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -34801336.000000 Penalty: 6299.241211
	Iteration 230Q: 3 clusters Score -3.480134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323048 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 231Q: 3 clusters Score -3.480132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323090 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -34801304.000000 Penalty: 6299.241211
	Iteration 232Q: 3 clusters Score -3.48013e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323133 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -34801308.000000 Penalty: 6299.241211
	Iteration 233Q: 3 clusters Score -3.480131e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323174 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -34801304.000000 Penalty: 6299.241211
	Iteration 234Q: 3 clusters Score -3.48013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323212 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -34801320.000000 Penalty: 6299.241211
	Iteration 235Q: 3 clusters Score -3.480132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323234 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -34801340.000000 Penalty: 6299.241211
	Iteration 236Q: 3 clusters Score -3.480134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323255 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -34801332.000000 Penalty: 6299.241211
	Iteration 237Q: 3 clusters Score -3.480133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323281 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -34801324.000000 Penalty: 6299.241211
	Iteration 238Q: 3 clusters Score -3.480132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323311 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -34801352.000000 Penalty: 6299.241211
	Iteration 239Q: 3 clusters Score -3.480135e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323345 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 240F: 3 clusters Score -3.480136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323375 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -34801356.000000 Penalty: 6299.241211
	Iteration 241Q: 3 clusters Score -3.480136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323400 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 242Q: 3 clusters Score -3.480136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323429 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 243Q: 3 clusters Score -3.480138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323452 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -34801392.000000 Penalty: 6299.241211
	Iteration 244Q: 3 clusters Score -3.480139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323469 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 245Q: 3 clusters Score -3.480136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323487 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -34801352.000000 Penalty: 6299.241211
	Iteration 246Q: 3 clusters Score -3.480135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323505 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -34801352.000000 Penalty: 6299.241211
	Iteration 247Q: 3 clusters Score -3.480135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323517 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 248Q: 3 clusters Score -3.480138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323530 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 249Q: 3 clusters Score -3.480138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323549 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -34801388.000000 Penalty: 6299.241211
	Iteration 250Q: 3 clusters Score -3.480139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323572 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 251Q: 3 clusters Score -3.480138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323593 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 252Q: 3 clusters Score -3.480136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323608 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -34801352.000000 Penalty: 6299.241211
	Iteration 253Q: 3 clusters Score -3.480135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323621 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -34801360.000000 Penalty: 6299.241211
	Iteration 254Q: 3 clusters Score -3.480136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323633 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -34801348.000000 Penalty: 6299.241211
	Iteration 255Q: 3 clusters Score -3.480135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323646 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 256Q: 3 clusters Score -3.480138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323662 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 257Q: 3 clusters Score -3.480138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323677 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 258Q: 3 clusters Score -3.480138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323689 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -34801368.000000 Penalty: 6299.241211
	Iteration 259Q: 3 clusters Score -3.480137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323700 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -34801340.000000 Penalty: 6299.241211
	Iteration 260F: 3 clusters Score -3.480134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323714 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -34801356.000000 Penalty: 6299.241211
	Iteration 261Q: 3 clusters Score -3.480136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323726 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -34801392.000000 Penalty: 6299.241211
	Iteration 262Q: 3 clusters Score -3.480139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323743 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -34801352.000000 Penalty: 6299.241211
	Iteration 263Q: 3 clusters Score -3.480135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323755 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -34801372.000000 Penalty: 6299.241211
	Iteration 264Q: 3 clusters Score -3.480137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323771 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 265Q: 3 clusters Score -3.480138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323786 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -34801368.000000 Penalty: 6299.241211
	Iteration 266Q: 3 clusters Score -3.480137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323797 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -34801388.000000 Penalty: 6299.241211
	Iteration 267Q: 3 clusters Score -3.480139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323808 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -34801400.000000 Penalty: 6299.241211
	Iteration 268Q: 3 clusters Score -3.48014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323815 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 269Q: 3 clusters Score -3.480138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323823 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -34801372.000000 Penalty: 6299.241211
	Iteration 270Q: 3 clusters Score -3.480137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323836 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -34801340.000000 Penalty: 6299.241211
	Iteration 271Q: 3 clusters Score -3.480134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323849 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -34801360.000000 Penalty: 6299.241211
	Iteration 272Q: 3 clusters Score -3.480136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323863 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 273Q: 3 clusters Score -3.480138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323870 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -34801392.000000 Penalty: 6299.241211
	Iteration 274Q: 3 clusters Score -3.480139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323881 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -34801368.000000 Penalty: 6299.241211
	Iteration 275Q: 3 clusters Score -3.480137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323889 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -34801368.000000 Penalty: 6299.241211
	Iteration 276Q: 3 clusters Score -3.480137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323894 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 277Q: 3 clusters Score -3.480138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323900 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -34801368.000000 Penalty: 6299.241211
	Iteration 278Q: 3 clusters Score -3.480137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323904 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 279Q: 3 clusters Score -3.480138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323908 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 280F: 3 clusters Score -3.480138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323908 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -34801380.000000 Penalty: 6299.241211
	Iteration 281Q: 3 clusters Score -3.480138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323910 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -34801400.000000 Penalty: 6299.241211
	Iteration 282Q: 3 clusters Score -3.48014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323911 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -34801392.000000 Penalty: 6299.241211
	Iteration 283Q: 3 clusters Score -3.480139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323913 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -34801400.000000 Penalty: 6299.241211
	Iteration 284Q: 3 clusters Score -3.48014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323915 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 285Q: 3 clusters Score -3.480138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323916 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -34801368.000000 Penalty: 6299.241211
	Iteration 286Q: 3 clusters Score -3.480137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323917 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -34801356.000000 Penalty: 6299.241211
	Iteration 287Q: 3 clusters Score -3.480136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323918 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -34801364.000000 Penalty: 6299.241211
	Iteration 288Q: 3 clusters Score -3.480136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323919 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -34801384.000000 Penalty: 6299.241211
	Iteration 289Q: 3 clusters Score -3.480138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323921 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 290Q: 3 clusters Score -3.480138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323923 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 291Q: 3 clusters Score -3.480138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323922 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 292Q: 3 clusters Score -3.480138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323922 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -34801376.000000 Penalty: 6299.241211
	Iteration 293F: 3 clusters Score -3.480138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Entering Unmasked Estep 
Score: -829614.875000 Penalty: 2225.233887
	Iteration 0F: 2 clusters Score -829614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -823222.437500 Penalty: 4450.467773
	Iteration 0F: 3 clusters Score -823222.4 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -824972.062500 Penalty: 4450.467773
	Iteration 1F: 3 clusters Score -824972.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -825218.562500 Penalty: 4450.467773
	Iteration 2F: 3 clusters Score -825218.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -825369.062500 Penalty: 4450.467773
	Iteration 3Q: 3 clusters Score -825369.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -825464.562500 Penalty: 4450.467773
	Iteration 4Q: 3 clusters Score -825464.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -825535.125000 Penalty: 4450.467773
	Iteration 5Q: 3 clusters Score -825535.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -825593.687500 Penalty: 4450.467773
	Iteration 6Q: 3 clusters Score -825593.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -825631.312500 Penalty: 4450.467773
	Iteration 7Q: 3 clusters Score -825631.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -825660.375000 Penalty: 4450.467773
	Iteration 8Q: 3 clusters Score -825660.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -825683.750000 Penalty: 4450.467773
	Iteration 9Q: 3 clusters Score -825683.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -825702.437500 Penalty: 4450.467773
	Iteration 10Q: 3 clusters Score -825702.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -825721.750000 Penalty: 4450.467773
	Iteration 11Q: 3 clusters Score -825721.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -825736.687500 Penalty: 4450.467773
	Iteration 12Q: 3 clusters Score -825736.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -825749.000000 Penalty: 4450.467773
	Iteration 13Q: 3 clusters Score -825749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -825760.187500 Penalty: 4450.467773
	Iteration 14Q: 3 clusters Score -825760.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -825775.625000 Penalty: 4450.467773
	Iteration 15Q: 3 clusters Score -825775.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -825797.750000 Penalty: 4450.467773
	Iteration 16Q: 3 clusters Score -825797.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -825812.750000 Penalty: 4450.467773
	Iteration 17Q: 3 clusters Score -825812.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -825821.125000 Penalty: 4450.467773
	Iteration 18Q: 3 clusters Score -825821.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -825827.312500 Penalty: 4450.467773
	Iteration 19Q: 3 clusters Score -825827.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -825836.375000 Penalty: 4450.467773
	Iteration 20F: 3 clusters Score -825836.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -825840.625000 Penalty: 4450.467773
	Iteration 21Q: 3 clusters Score -825840.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -825849.625000 Penalty: 4450.467773
	Iteration 22Q: 3 clusters Score -825849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -825855.125000 Penalty: 4450.467773
	Iteration 23Q: 3 clusters Score -825855.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -825859.500000 Penalty: 4450.467773
	Iteration 24Q: 3 clusters Score -825859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -825859.875000 Penalty: 4450.467773
	Iteration 25Q: 3 clusters Score -825859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -825862.000000 Penalty: 4450.467773
	Iteration 26Q: 3 clusters Score -825862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -825864.875000 Penalty: 4450.467773
	Iteration 27Q: 3 clusters Score -825864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -825871.062500 Penalty: 4450.467773
	Iteration 28Q: 3 clusters Score -825871.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -825878.187500 Penalty: 4450.467773
	Iteration 29Q: 3 clusters Score -825878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -825881.812500 Penalty: 4450.467773
	Iteration 30Q: 3 clusters Score -825881.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -825886.437500 Penalty: 4450.467773
	Iteration 31Q: 3 clusters Score -825886.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -825895.000000 Penalty: 4450.467773
	Iteration 32Q: 3 clusters Score -825895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -825904.125000 Penalty: 4450.467773
	Iteration 33Q: 3 clusters Score -825904.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -825910.687500 Penalty: 4450.467773
	Iteration 34Q: 3 clusters Score -825910.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -825920.562500 Penalty: 4450.467773
	Iteration 35Q: 3 clusters Score -825920.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -825931.125000 Penalty: 4450.467773
	Iteration 36Q: 3 clusters Score -825931.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -825938.687500 Penalty: 4450.467773
	Iteration 37Q: 3 clusters Score -825938.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -825949.750000 Penalty: 4450.467773
	Iteration 38Q: 3 clusters Score -825949.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -825958.812500 Penalty: 4450.467773
	Iteration 39Q: 3 clusters Score -825958.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -825970.500000 Penalty: 4450.467773
	Iteration 40F: 3 clusters Score -825970.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -825982.187500 Penalty: 4450.467773
	Iteration 41Q: 3 clusters Score -825982.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -825991.062500 Penalty: 4450.467773
	Iteration 42Q: 3 clusters Score -825991.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -825999.500000 Penalty: 4450.467773
	Iteration 43Q: 3 clusters Score -825999.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -826010.750000 Penalty: 4450.467773
	Iteration 44Q: 3 clusters Score -826010.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -826020.437500 Penalty: 4450.467773
	Iteration 45Q: 3 clusters Score -826020.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -826030.500000 Penalty: 4450.467773
	Iteration 46Q: 3 clusters Score -826030.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -826039.937500 Penalty: 4450.467773
	Iteration 47Q: 3 clusters Score -826039.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -826049.187500 Penalty: 4450.467773
	Iteration 48Q: 3 clusters Score -826049.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -826057.187500 Penalty: 4450.467773
	Iteration 49Q: 3 clusters Score -826057.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -826068.125000 Penalty: 4450.467773
	Iteration 50Q: 3 clusters Score -826068.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -826081.625000 Penalty: 4450.467773
	Iteration 51Q: 3 clusters Score -826081.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -826101.500000 Penalty: 4450.467773
	Iteration 52Q: 3 clusters Score -826101.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -826123.125000 Penalty: 4450.467773
	Iteration 53Q: 3 clusters Score -826123.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -826151.312500 Penalty: 4450.467773
	Iteration 54Q: 3 clusters Score -826151.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -826185.812500 Penalty: 4450.467773
	Iteration 55Q: 3 clusters Score -826185.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -826228.250000 Penalty: 4450.467773
	Iteration 56Q: 3 clusters Score -826228.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -826278.812500 Penalty: 4450.467773
	Iteration 57Q: 3 clusters Score -826278.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -826340.125000 Penalty: 4450.467773
	Iteration 58Q: 3 clusters Score -826340.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -826409.437500 Penalty: 4450.467773
	Iteration 59Q: 3 clusters Score -826409.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -826486.062500 Penalty: 4450.467773
	Iteration 60F: 3 clusters Score -826486.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -826569.625000 Penalty: 4450.467773
	Iteration 61Q: 3 clusters Score -826569.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -826666.937500 Penalty: 4450.467773
	Iteration 62Q: 3 clusters Score -826666.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -826766.750000 Penalty: 4450.467773
	Iteration 63Q: 3 clusters Score -826766.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -826843.437500 Penalty: 4450.467773
	Iteration 64Q: 3 clusters Score -826843.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -826914.250000 Penalty: 4450.467773
	Iteration 65Q: 3 clusters Score -826914.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -826988.875000 Penalty: 4450.467773
	Iteration 66Q: 3 clusters Score -826988.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -827062.937500 Penalty: 4450.467773
	Iteration 67Q: 3 clusters Score -827062.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -827131.062500 Penalty: 4450.467773
	Iteration 68Q: 3 clusters Score -827131.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -827188.375000 Penalty: 4450.467773
	Iteration 69Q: 3 clusters Score -827188.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -827240.500000 Penalty: 4450.467773
	Iteration 70Q: 3 clusters Score -827240.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -827283.750000 Penalty: 4450.467773
	Iteration 71Q: 3 clusters Score -827283.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -827330.000000 Penalty: 4450.467773
	Iteration 72Q: 3 clusters Score -827330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -827367.437500 Penalty: 4450.467773
	Iteration 73Q: 3 clusters Score -827367.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -827399.312500 Penalty: 4450.467773
	Iteration 74Q: 3 clusters Score -827399.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -827427.437500 Penalty: 4450.467773
	Iteration 75Q: 3 clusters Score -827427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -827445.187500 Penalty: 4450.467773
	Iteration 76Q: 3 clusters Score -827445.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -827463.625000 Penalty: 4450.467773
	Iteration 77Q: 3 clusters Score -827463.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -827488.375000 Penalty: 4450.467773
	Iteration 78Q: 3 clusters Score -827488.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -827506.187500 Penalty: 4450.467773
	Iteration 79Q: 3 clusters Score -827506.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -827519.375000 Penalty: 4450.467773
	Iteration 80F: 3 clusters Score -827519.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -827532.125000 Penalty: 4450.467773
	Iteration 81Q: 3 clusters Score -827532.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -827544.125000 Penalty: 4450.467773
	Iteration 82Q: 3 clusters Score -827544.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -827553.187500 Penalty: 4450.467773
	Iteration 83Q: 3 clusters Score -827553.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -827564.125000 Penalty: 4450.467773
	Iteration 84Q: 3 clusters Score -827564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -827575.000000 Penalty: 4450.467773
	Iteration 85Q: 3 clusters Score -827575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -827578.437500 Penalty: 4450.467773
	Iteration 86Q: 3 clusters Score -827578.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -827587.625000 Penalty: 4450.467773
	Iteration 87Q: 3 clusters Score -827587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -827589.625000 Penalty: 4450.467773
	Iteration 88Q: 3 clusters Score -827589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -827595.250000 Penalty: 4450.467773
	Iteration 89Q: 3 clusters Score -827595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -827598.375000 Penalty: 4450.467773
	Iteration 90Q: 3 clusters Score -827598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -827599.187500 Penalty: 4450.467773
	Iteration 91Q: 3 clusters Score -827599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -827599.250000 Penalty: 4450.467773
	Iteration 92Q: 3 clusters Score -827599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -827601.562500 Penalty: 4450.467773
	Iteration 93Q: 3 clusters Score -827601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -827603.562500 Penalty: 4450.467773
	Iteration 94Q: 3 clusters Score -827603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -827608.062500 Penalty: 4450.467773
	Iteration 95Q: 3 clusters Score -827608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -827610.562500 Penalty: 4450.467773
	Iteration 96Q: 3 clusters Score -827610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -827615.000000 Penalty: 4450.467773
	Iteration 97Q: 3 clusters Score -827615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -827615.875000 Penalty: 4450.467773
	Iteration 98Q: 3 clusters Score -827615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -827623.437500 Penalty: 4450.467773
	Iteration 99Q: 3 clusters Score -827623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -827628.562500 Penalty: 4450.467773
	Iteration 100F: 3 clusters Score -827628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -827633.562500 Penalty: 4450.467773
	Iteration 101Q: 3 clusters Score -827633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -827637.000000 Penalty: 4450.467773
	Iteration 102Q: 3 clusters Score -827637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -827642.000000 Penalty: 4450.467773
	Iteration 103Q: 3 clusters Score -827642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -827646.625000 Penalty: 4450.467773
	Iteration 104Q: 3 clusters Score -827646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -827647.562500 Penalty: 4450.467773
	Iteration 105Q: 3 clusters Score -827647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -827651.187500 Penalty: 4450.467773
	Iteration 106Q: 3 clusters Score -827651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -827653.312500 Penalty: 4450.467773
	Iteration 107Q: 3 clusters Score -827653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -827655.750000 Penalty: 4450.467773
	Iteration 108Q: 3 clusters Score -827655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -827655.500000 Penalty: 4450.467773
	Iteration 109Q: 3 clusters Score -827655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -827655.062500 Penalty: 4450.467773
	Iteration 110Q: 3 clusters Score -827655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -827655.062500 Penalty: 4450.467773
	Iteration 111F: 3 clusters Score -827655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -99718.640625 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -99718.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97774.445312 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -97774.45 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98057.968750 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -98057.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98153.351562 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -98153.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98193.320312 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -98193.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98217.554688 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -98217.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -98233.429688 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -98233.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98245.296875 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -98245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98254.781250 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -98254.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98258.789062 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -98258.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98259.703125 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -98259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -98261.929688 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -98261.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -98267.875000 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -98267.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98271.703125 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -98271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98273.109375 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -98273.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98273.109375 Penalty: 3431.181885
	Iteration 14F: 3 clusters Score -98273.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (129020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129020 members 
Entering Unmasked Estep 
Score: -13809920.000000 Penalty: 2918.395264
	Iteration 0F: 2 clusters Score -1.380992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -13723717.000000 Penalty: 5836.790527
	Iteration 0F: 3 clusters Score -1.372372e+07 nChanged 61211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -13759035.000000 Penalty: 5836.790527
	Iteration 1F: 3 clusters Score -1.375904e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -13759662.000000 Penalty: 5836.790527
	Iteration 2Q: 3 clusters Score -1.375966e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -13760501.000000 Penalty: 5836.790527
	Iteration 3Q: 3 clusters Score -1.37605e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -13761370.000000 Penalty: 5836.790527
	Iteration 4Q: 3 clusters Score -1.376137e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -13762741.000000 Penalty: 5836.790527
	Iteration 5Q: 3 clusters Score -1.376274e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -13764321.000000 Penalty: 5836.790527
	Iteration 6Q: 3 clusters Score -1.376432e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -13766531.000000 Penalty: 5836.790527
	Iteration 7Q: 3 clusters Score -1.376653e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -13769682.000000 Penalty: 5836.790527
	Iteration 8Q: 3 clusters Score -1.376968e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -13773528.000000 Penalty: 5836.790527
	Iteration 9Q: 3 clusters Score -1.377353e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -13778048.000000 Penalty: 5836.790527
	Iteration 10F: 3 clusters Score -1.377805e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -13782486.000000 Penalty: 5836.790527
	Iteration 11F: 3 clusters Score -1.378249e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -13786622.000000 Penalty: 5836.790527
	Iteration 12Q: 3 clusters Score -1.378662e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -13789888.000000 Penalty: 5836.790527
	Iteration 13Q: 3 clusters Score -1.378989e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -13792111.000000 Penalty: 5836.790527
	Iteration 14Q: 3 clusters Score -1.379211e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -13793737.000000 Penalty: 5836.790527
	Iteration 15Q: 3 clusters Score -1.379374e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -13795036.000000 Penalty: 5836.790527
	Iteration 16Q: 3 clusters Score -1.379504e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -13796015.000000 Penalty: 5836.790527
	Iteration 17Q: 3 clusters Score -1.379602e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -13796884.000000 Penalty: 5836.790527
	Iteration 18Q: 3 clusters Score -1.379688e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -13797904.000000 Penalty: 5836.790527
	Iteration 19Q: 3 clusters Score -1.37979e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -13798835.000000 Penalty: 5836.790527
	Iteration 20F: 3 clusters Score -1.379884e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -13799811.000000 Penalty: 5836.790527
	Iteration 21Q: 3 clusters Score -1.379981e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -13800905.000000 Penalty: 5836.790527
	Iteration 22Q: 3 clusters Score -1.38009e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -13801998.000000 Penalty: 5836.790527
	Iteration 23Q: 3 clusters Score -1.3802e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -13803072.000000 Penalty: 5836.790527
	Iteration 24Q: 3 clusters Score -1.380307e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -13803956.000000 Penalty: 5836.790527
	Iteration 25Q: 3 clusters Score -1.380396e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -13804830.000000 Penalty: 5836.790527
	Iteration 26Q: 3 clusters Score -1.380483e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125464 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13805553.000000 Penalty: 5836.790527
	Iteration 27Q: 3 clusters Score -1.380555e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126374 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -13806106.000000 Penalty: 5836.790527
	Iteration 28Q: 3 clusters Score -1.380611e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127023 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -13806494.000000 Penalty: 5836.790527
	Iteration 29Q: 3 clusters Score -1.380649e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13806745.000000 Penalty: 5836.790527
	Iteration 30Q: 3 clusters Score -1.380674e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13806939.000000 Penalty: 5836.790527
	Iteration 31Q: 3 clusters Score -1.380694e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127927 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13807044.000000 Penalty: 5836.790527
	Iteration 32Q: 3 clusters Score -1.380704e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13807154.000000 Penalty: 5836.790527
	Iteration 33Q: 3 clusters Score -1.380715e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13807227.000000 Penalty: 5836.790527
	Iteration 34Q: 3 clusters Score -1.380723e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13807281.000000 Penalty: 5836.790527
	Iteration 35Q: 3 clusters Score -1.380728e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13807327.000000 Penalty: 5836.790527
	Iteration 36Q: 3 clusters Score -1.380733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13807351.000000 Penalty: 5836.790527
	Iteration 37Q: 3 clusters Score -1.380735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13807352.000000 Penalty: 5836.790527
	Iteration 38Q: 3 clusters Score -1.380735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128330 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13807381.000000 Penalty: 5836.790527
	Iteration 39Q: 3 clusters Score -1.380738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128353 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13807412.000000 Penalty: 5836.790527
	Iteration 40F: 3 clusters Score -1.380741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13807418.000000 Penalty: 5836.790527
	Iteration 41Q: 3 clusters Score -1.380742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13807426.000000 Penalty: 5836.790527
	Iteration 42Q: 3 clusters Score -1.380743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13807425.000000 Penalty: 5836.790527
	Iteration 43Q: 3 clusters Score -1.380742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13807429.000000 Penalty: 5836.790527
	Iteration 44Q: 3 clusters Score -1.380743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13807432.000000 Penalty: 5836.790527
	Iteration 45Q: 3 clusters Score -1.380743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13807443.000000 Penalty: 5836.790527
	Iteration 46Q: 3 clusters Score -1.380744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13807440.000000 Penalty: 5836.790527
	Iteration 47Q: 3 clusters Score -1.380744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128434 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13807455.000000 Penalty: 5836.790527
	Iteration 48Q: 3 clusters Score -1.380746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13807488.000000 Penalty: 5836.790527
	Iteration 49Q: 3 clusters Score -1.380749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128451 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13807499.000000 Penalty: 5836.790527
	Iteration 50Q: 3 clusters Score -1.38075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13807499.000000 Penalty: 5836.790527
	Iteration 51Q: 3 clusters Score -1.38075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13807513.000000 Penalty: 5836.790527
	Iteration 52Q: 3 clusters Score -1.380751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13807504.000000 Penalty: 5836.790527
	Iteration 53Q: 3 clusters Score -1.38075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128470 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13807513.000000 Penalty: 5836.790527
	Iteration 54Q: 3 clusters Score -1.380751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128473 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13807506.000000 Penalty: 5836.790527
	Iteration 55Q: 3 clusters Score -1.380751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13807507.000000 Penalty: 5836.790527
	Iteration 56Q: 3 clusters Score -1.380751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13807514.000000 Penalty: 5836.790527
	Iteration 57Q: 3 clusters Score -1.380751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13807518.000000 Penalty: 5836.790527
	Iteration 58Q: 3 clusters Score -1.380752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13807530.000000 Penalty: 5836.790527
	Iteration 59Q: 3 clusters Score -1.380753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128477 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13807523.000000 Penalty: 5836.790527
	Iteration 60F: 3 clusters Score -1.380752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Entering Unmasked Estep 
Score: -5630181.500000 Penalty: 2693.727051
	Iteration 0F: 2 clusters Score -5630182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5595002.000000 Penalty: 5387.454102
	Iteration 0F: 3 clusters Score -5595002 nChanged 24306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -5608562.000000 Penalty: 5387.454102
	Iteration 1F: 3 clusters Score -5608562 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5609308.500000 Penalty: 5387.454102
	Iteration 2Q: 3 clusters Score -5609308 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5610189.000000 Penalty: 5387.454102
	Iteration 3Q: 3 clusters Score -5610189 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5611412.500000 Penalty: 5387.454102
	Iteration 4Q: 3 clusters Score -5611412 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -5613257.500000 Penalty: 5387.454102
	Iteration 5F: 3 clusters Score -5613258 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5615797.000000 Penalty: 5387.454102
	Iteration 6F: 3 clusters Score -5615797 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5618856.000000 Penalty: 5387.454102
	Iteration 7F: 3 clusters Score -5618856 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -5621778.000000 Penalty: 5387.454102
	Iteration 8F: 3 clusters Score -5621778 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5624031.000000 Penalty: 5387.454102
	Iteration 9Q: 3 clusters Score -5624031 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5625385.000000 Penalty: 5387.454102
	Iteration 10Q: 3 clusters Score -5625385 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -5626271.500000 Penalty: 5387.454102
	Iteration 11Q: 3 clusters Score -5626272 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -5626845.000000 Penalty: 5387.454102
	Iteration 12Q: 3 clusters Score -5626845 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -5627243.000000 Penalty: 5387.454102
	Iteration 13Q: 3 clusters Score -5627243 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -5627522.500000 Penalty: 5387.454102
	Iteration 14Q: 3 clusters Score -5627522 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -5627751.000000 Penalty: 5387.454102
	Iteration 15Q: 3 clusters Score -5627751 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -5627936.500000 Penalty: 5387.454102
	Iteration 16Q: 3 clusters Score -5627936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -5628079.000000 Penalty: 5387.454102
	Iteration 17Q: 3 clusters Score -5628079 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -5628179.500000 Penalty: 5387.454102
	Iteration 18Q: 3 clusters Score -5628180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -5628265.000000 Penalty: 5387.454102
	Iteration 19Q: 3 clusters Score -5628265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -5628328.500000 Penalty: 5387.454102
	Iteration 20F: 3 clusters Score -5628328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -5628379.000000 Penalty: 5387.454102
	Iteration 21Q: 3 clusters Score -5628379 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -5628433.000000 Penalty: 5387.454102
	Iteration 22Q: 3 clusters Score -5628433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -5628459.000000 Penalty: 5387.454102
	Iteration 23Q: 3 clusters Score -5628459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -5628469.000000 Penalty: 5387.454102
	Iteration 24Q: 3 clusters Score -5628469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -5628473.000000 Penalty: 5387.454102
	Iteration 25Q: 3 clusters Score -5628473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5628501.000000 Penalty: 5387.454102
	Iteration 26Q: 3 clusters Score -5628501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -5628513.500000 Penalty: 5387.454102
	Iteration 27Q: 3 clusters Score -5628514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -5628528.500000 Penalty: 5387.454102
	Iteration 28Q: 3 clusters Score -5628528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -5628533.000000 Penalty: 5387.454102
	Iteration 29Q: 3 clusters Score -5628533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -5628535.500000 Penalty: 5387.454102
	Iteration 30Q: 3 clusters Score -5628536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -5628531.000000 Penalty: 5387.454102
	Iteration 31Q: 3 clusters Score -5628531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -5628529.000000 Penalty: 5387.454102
	Iteration 32Q: 3 clusters Score -5628529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -5628536.000000 Penalty: 5387.454102
	Iteration 33Q: 3 clusters Score -5628536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -5628533.500000 Penalty: 5387.454102
	Iteration 34Q: 3 clusters Score -5628534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -5628538.000000 Penalty: 5387.454102
	Iteration 35Q: 3 clusters Score -5628538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -5628534.000000 Penalty: 5387.454102
	Iteration 36Q: 3 clusters Score -5628534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -5628549.000000 Penalty: 5387.454102
	Iteration 37Q: 3 clusters Score -5628549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -5628548.500000 Penalty: 5387.454102
	Iteration 38Q: 3 clusters Score -5628548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -5628553.500000 Penalty: 5387.454102
	Iteration 39Q: 3 clusters Score -5628554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -5628558.000000 Penalty: 5387.454102
	Iteration 40F: 3 clusters Score -5628558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -5628564.000000 Penalty: 5387.454102
	Iteration 41Q: 3 clusters Score -5628564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -5628569.000000 Penalty: 5387.454102
	Iteration 42Q: 3 clusters Score -5628569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -5628567.000000 Penalty: 5387.454102
	Iteration 43Q: 3 clusters Score -5628567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -5628568.000000 Penalty: 5387.454102
	Iteration 44Q: 3 clusters Score -5628568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -5628567.500000 Penalty: 5387.454102
	Iteration 45Q: 3 clusters Score -5628568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -5628563.000000 Penalty: 5387.454102
	Iteration 46Q: 3 clusters Score -5628563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -5628565.500000 Penalty: 5387.454102
	Iteration 47Q: 3 clusters Score -5628566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -5628565.500000 Penalty: 5387.454102
	Iteration 48F: 3 clusters Score -5628566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -79448.031250 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -79448.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77573.992188 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -77573.99 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77843.992188 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -77843.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77937.046875 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -77937.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77980.953125 Penalty: 3360.014893
	Iteration 3Q: 3 clusters Score -77980.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78003.929688 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -78003.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78021.351562 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -78021.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78030.960938 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -78030.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78044.835938 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -78044.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78064.085938 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -78064.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78084.187500 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -78084.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78096.648438 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -78096.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78105.476562 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -78105.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78112.335938 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -78112.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78124.625000 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -78124.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78138.179688 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -78138.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78152.273438 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -78152.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78167.687500 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -78167.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78205.210938 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -78205.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78234.562500 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -78234.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78256.132812 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -78256.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78275.203125 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -78275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78297.437500 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -78297.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78326.320312 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -78326.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78349.765625 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -78349.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78362.109375 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -78362.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78370.867188 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -78370.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78375.531250 Penalty: 3360.014893
	Iteration 26Q: 3 clusters Score -78375.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78380.492188 Penalty: 3360.014893
	Iteration 27Q: 3 clusters Score -78380.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78385.171875 Penalty: 3360.014893
	Iteration 28Q: 3 clusters Score -78385.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78388.320312 Penalty: 3360.014893
	Iteration 29Q: 3 clusters Score -78388.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78395.507812 Penalty: 3360.014893
	Iteration 30Q: 3 clusters Score -78395.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78403.757812 Penalty: 3360.014893
	Iteration 31Q: 3 clusters Score -78403.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78407.726562 Penalty: 3360.014893
	Iteration 32Q: 3 clusters Score -78407.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78414.617188 Penalty: 3360.014893
	Iteration 33Q: 3 clusters Score -78414.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78445.750000 Penalty: 3360.014893
	Iteration 34Q: 3 clusters Score -78445.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78524.828125 Penalty: 3360.014893
	Iteration 35Q: 3 clusters Score -78524.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78621.875000 Penalty: 3360.014893
	Iteration 36Q: 3 clusters Score -78621.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78719.750000 Penalty: 3360.014893
	Iteration 37Q: 3 clusters Score -78719.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78793.312500 Penalty: 3360.014893
	Iteration 38Q: 3 clusters Score -78793.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78873.250000 Penalty: 3360.014893
	Iteration 39Q: 3 clusters Score -78873.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79076.601562 Penalty: 3360.014893
	Iteration 40F: 3 clusters Score -79076.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79335.976562 Penalty: 3360.014893
	Iteration 41Q: 3 clusters Score -79335.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79431.257812 Penalty: 3360.014893
	Iteration 42Q: 3 clusters Score -79431.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79539.890625 Penalty: 3360.014893
	Iteration 43Q: 3 clusters Score -79539.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79714.890625 Penalty: 3360.014893
	Iteration 44Q: 3 clusters Score -79714.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79954.445312 Penalty: 3360.014893
	Iteration 45Q: 3 clusters Score -79954.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80191.226562 Penalty: 3360.014893
	Iteration 46Q: 3 clusters Score -80191.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80229.601562 Penalty: 3360.014893
	Iteration 47Q: 3 clusters Score -80229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80229.601562 Penalty: 3360.014893
	Iteration 48F: 3 clusters Score -80229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 149671 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48741 members 
Mstep: Class 6 contains 51684 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23986 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75844 members 
Mstep: Class 12 contains 222107 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 348770 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 327775 members 
Mstep: Class 19 contains 7885 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129020 members 
Mstep: Class 22 contains 52146 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14008 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 307 members 
Entering Unmasked Estep 
Score: -158413680.000000 Penalty: 95332.726562
Splitting cluster 23 changes total score from -158414944.000000 to -158413680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 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 170 members 
Entering Unmasked Estep 
Score: -28200.451172 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28200.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28320.824219 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28320.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28351.552734 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28351.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28356.599609 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28367.257812 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28367.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28367.257812 Penalty: 2876.350098
	Iteration 5F: 3 clusters Score -28367.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Entering Unmasked Estep 
Score: -1481944.375000 Penalty: 2367.751221
	Iteration 0F: 2 clusters Score -1481944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1471774.500000 Penalty: 4735.502441
	Iteration 0F: 3 clusters Score -1471774 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1475036.750000 Penalty: 4735.502441
	Iteration 1F: 3 clusters Score -1475037 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1475548.875000 Penalty: 4735.502441
	Iteration 2F: 3 clusters Score -1475549 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1475998.625000 Penalty: 4735.502441
	Iteration 3F: 3 clusters Score -1475999 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1476441.250000 Penalty: 4735.502441
	Iteration 4F: 3 clusters Score -1476441 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1476914.625000 Penalty: 4735.502441
	Iteration 5F: 3 clusters Score -1476915 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1477422.125000 Penalty: 4735.502441
	Iteration 6F: 3 clusters Score -1477422 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1477911.500000 Penalty: 4735.502441
	Iteration 7F: 3 clusters Score -1477912 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1478348.750000 Penalty: 4735.502441
	Iteration 8Q: 3 clusters Score -1478349 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1478707.875000 Penalty: 4735.502441
	Iteration 9Q: 3 clusters Score -1478708 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1478962.625000 Penalty: 4735.502441
	Iteration 10Q: 3 clusters Score -1478963 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1479148.875000 Penalty: 4735.502441
	Iteration 11Q: 3 clusters Score -1479149 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1479293.500000 Penalty: 4735.502441
	Iteration 12Q: 3 clusters Score -1479294 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1479387.750000 Penalty: 4735.502441
	Iteration 13Q: 3 clusters Score -1479388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1479462.750000 Penalty: 4735.502441
	Iteration 14Q: 3 clusters Score -1479463 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1479526.375000 Penalty: 4735.502441
	Iteration 15Q: 3 clusters Score -1479526 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1479590.000000 Penalty: 4735.502441
	Iteration 16Q: 3 clusters Score -1479590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1479631.125000 Penalty: 4735.502441
	Iteration 17Q: 3 clusters Score -1479631 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1479653.375000 Penalty: 4735.502441
	Iteration 18Q: 3 clusters Score -1479653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1479689.750000 Penalty: 4735.502441
	Iteration 19Q: 3 clusters Score -1479690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1479709.000000 Penalty: 4735.502441
	Iteration 20F: 3 clusters Score -1479709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1479731.125000 Penalty: 4735.502441
	Iteration 21Q: 3 clusters Score -1479731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1479745.875000 Penalty: 4735.502441
	Iteration 22Q: 3 clusters Score -1479746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1479762.625000 Penalty: 4735.502441
	Iteration 23Q: 3 clusters Score -1479763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1479778.500000 Penalty: 4735.502441
	Iteration 24Q: 3 clusters Score -1479778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1479796.625000 Penalty: 4735.502441
	Iteration 25Q: 3 clusters Score -1479797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1479814.500000 Penalty: 4735.502441
	Iteration 26Q: 3 clusters Score -1479814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1479832.500000 Penalty: 4735.502441
	Iteration 27Q: 3 clusters Score -1479832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1479840.875000 Penalty: 4735.502441
	Iteration 28Q: 3 clusters Score -1479841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1479855.000000 Penalty: 4735.502441
	Iteration 29Q: 3 clusters Score -1479855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1479869.125000 Penalty: 4735.502441
	Iteration 30Q: 3 clusters Score -1479869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1479873.875000 Penalty: 4735.502441
	Iteration 31Q: 3 clusters Score -1479874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1479884.875000 Penalty: 4735.502441
	Iteration 32Q: 3 clusters Score -1479885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1479897.625000 Penalty: 4735.502441
	Iteration 33Q: 3 clusters Score -1479898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1479909.000000 Penalty: 4735.502441
	Iteration 34Q: 3 clusters Score -1479909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1479919.250000 Penalty: 4735.502441
	Iteration 35Q: 3 clusters Score -1479919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1479925.750000 Penalty: 4735.502441
	Iteration 36Q: 3 clusters Score -1479926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1479929.375000 Penalty: 4735.502441
	Iteration 37Q: 3 clusters Score -1479929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1479937.125000 Penalty: 4735.502441
	Iteration 38Q: 3 clusters Score -1479937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1479944.750000 Penalty: 4735.502441
	Iteration 39Q: 3 clusters Score -1479945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1479949.125000 Penalty: 4735.502441
	Iteration 40F: 3 clusters Score -1479949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1479954.000000 Penalty: 4735.502441
	Iteration 41Q: 3 clusters Score -1479954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1479956.125000 Penalty: 4735.502441
	Iteration 42Q: 3 clusters Score -1479956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1479962.375000 Penalty: 4735.502441
	Iteration 43Q: 3 clusters Score -1479962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1479965.000000 Penalty: 4735.502441
	Iteration 44Q: 3 clusters Score -1479965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1479971.750000 Penalty: 4735.502441
	Iteration 45Q: 3 clusters Score -1479972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1479975.125000 Penalty: 4735.502441
	Iteration 46Q: 3 clusters Score -1479975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1479971.125000 Penalty: 4735.502441
	Iteration 47Q: 3 clusters Score -1479971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1479975.625000 Penalty: 4735.502441
	Iteration 48Q: 3 clusters Score -1479976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1479979.375000 Penalty: 4735.502441
	Iteration 49Q: 3 clusters Score -1479979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1479978.375000 Penalty: 4735.502441
	Iteration 50Q: 3 clusters Score -1479978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1479979.875000 Penalty: 4735.502441
	Iteration 51Q: 3 clusters Score -1479980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1479982.375000 Penalty: 4735.502441
	Iteration 52Q: 3 clusters Score -1479982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1479980.375000 Penalty: 4735.502441
	Iteration 53Q: 3 clusters Score -1479980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1479982.625000 Penalty: 4735.502441
	Iteration 54Q: 3 clusters Score -1479983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1479982.625000 Penalty: 4735.502441
	Iteration 55Q: 3 clusters Score -1479983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1479985.250000 Penalty: 4735.502441
	Iteration 56Q: 3 clusters Score -1479985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1479985.375000 Penalty: 4735.502441
	Iteration 57Q: 3 clusters Score -1479985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1479985.375000 Penalty: 4735.502441
	Iteration 58F: 3 clusters Score -1479985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -47677.906250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -47677.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46149.156250 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -46149.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46306.421875 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -46306.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46357.367188 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -46357.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46390.128906 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -46390.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46417.996094 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -46418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46443.128906 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -46443.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46455.046875 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -46455.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46463.960938 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -46463.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46475.761719 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -46475.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46486.894531 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -46486.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46490.488281 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -46490.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46496.378906 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -46496.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46498.757812 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -46498.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46498.757812 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -46498.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 149671 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48741 members 
Mstep: Class 6 contains 51684 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23986 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75844 members 
Mstep: Class 12 contains 222107 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 348770 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 327775 members 
Mstep: Class 19 contains 7885 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 129020 members 
Mstep: Class 22 contains 52146 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14008 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414848.000000 Penalty: 91801.890625
Iteration 279Q: 27 clusters Score -1.584148e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 149294 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48809 members 
Mstep: Class 6 contains 51698 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23969 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75829 members 
Mstep: Class 12 contains 222087 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 348863 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328000 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 52180 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14051 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414768.000000 Penalty: 91801.890625
Iteration 280F: 27 clusters Score -1.584148e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 148895 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48869 members 
Mstep: Class 6 contains 51722 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23949 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75822 members 
Mstep: Class 12 contains 222145 members 
Mstep: Class 13 contains 28369 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 348944 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328162 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128963 members 
Mstep: Class 22 contains 52193 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14083 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414608.000000 Penalty: 91801.890625
Iteration 281Q: 27 clusters Score -1.584146e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 148497 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 48944 members 
Mstep: Class 6 contains 51745 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23933 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75792 members 
Mstep: Class 12 contains 222241 members 
Mstep: Class 13 contains 28369 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 349100 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328291 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128900 members 
Mstep: Class 22 contains 52196 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14116 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414672.000000 Penalty: 91801.890625
Iteration 282Q: 27 clusters Score -1.584147e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 148097 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49026 members 
Mstep: Class 6 contains 51761 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23917 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75765 members 
Mstep: Class 12 contains 222355 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349232 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328419 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128830 members 
Mstep: Class 22 contains 52213 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14178 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414400.000000 Penalty: 91801.890625
Iteration 283Q: 27 clusters Score -1.584144e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 147700 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49092 members 
Mstep: Class 6 contains 51772 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23904 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75727 members 
Mstep: Class 12 contains 222496 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349355 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328554 members 
Mstep: Class 19 contains 8000 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128782 members 
Mstep: Class 22 contains 52211 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14230 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414368.000000 Penalty: 91801.890625
Iteration 284Q: 27 clusters Score -1.584144e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 147296 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49142 members 
Mstep: Class 6 contains 51793 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23891 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75686 members 
Mstep: Class 12 contains 222714 members 
Mstep: Class 13 contains 28363 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349459 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328623 members 
Mstep: Class 19 contains 8005 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128754 members 
Mstep: Class 22 contains 52219 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414336.000000 Penalty: 91801.890625
Iteration 285Q: 27 clusters Score -1.584143e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 146908 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49182 members 
Mstep: Class 6 contains 51815 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23875 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75641 members 
Mstep: Class 12 contains 222945 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349587 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328689 members 
Mstep: Class 19 contains 8020 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128705 members 
Mstep: Class 22 contains 52222 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14303 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414496.000000 Penalty: 91801.890625
Iteration 286Q: 27 clusters Score -1.584145e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 146550 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49233 members 
Mstep: Class 6 contains 51834 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23847 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75586 members 
Mstep: Class 12 contains 223190 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349643 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328774 members 
Mstep: Class 19 contains 8032 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128672 members 
Mstep: Class 22 contains 52227 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14333 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414448.000000 Penalty: 91801.890625
Iteration 287Q: 27 clusters Score -1.584144e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 146209 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49286 members 
Mstep: Class 6 contains 51847 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23819 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75537 members 
Mstep: Class 12 contains 223453 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349683 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328815 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128651 members 
Mstep: Class 22 contains 52239 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14368 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414256.000000 Penalty: 91801.890625
Iteration 288Q: 27 clusters Score -1.584143e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 145861 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49321 members 
Mstep: Class 6 contains 51866 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23791 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75510 members 
Mstep: Class 12 contains 223713 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349758 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328794 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128620 members 
Mstep: Class 22 contains 52256 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14426 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414016.000000 Penalty: 91801.890625
Iteration 289Q: 27 clusters Score -1.58414e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 145538 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49360 members 
Mstep: Class 6 contains 51865 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23771 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75495 members 
Mstep: Class 12 contains 223941 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 349843 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328739 members 
Mstep: Class 19 contains 8063 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128601 members 
Mstep: Class 22 contains 52286 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14473 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414128.000000 Penalty: 91801.890625
Iteration 290Q: 27 clusters Score -1.584141e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 145206 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49408 members 
Mstep: Class 6 contains 51873 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23749 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75462 members 
Mstep: Class 12 contains 224175 members 
Mstep: Class 13 contains 28365 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 349965 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328653 members 
Mstep: Class 19 contains 8085 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128589 members 
Mstep: Class 22 contains 52314 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414160.000000 Penalty: 91801.890625
Iteration 291Q: 27 clusters Score -1.584142e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 144894 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49447 members 
Mstep: Class 6 contains 51882 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23737 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75409 members 
Mstep: Class 12 contains 224409 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350068 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328607 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 128571 members 
Mstep: Class 22 contains 52339 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14558 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414192.000000 Penalty: 91801.890625
Iteration 292Q: 27 clusters Score -1.584142e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 144596 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49464 members 
Mstep: Class 6 contains 51884 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23731 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75369 members 
Mstep: Class 12 contains 224704 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350156 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328535 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 52353 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14595 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413968.000000 Penalty: 91801.890625
Iteration 293Q: 27 clusters Score -1.58414e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 144300 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49507 members 
Mstep: Class 6 contains 51881 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23715 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75337 members 
Mstep: Class 12 contains 224990 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350197 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328491 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 128552 members 
Mstep: Class 22 contains 52369 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14630 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413600.000000 Penalty: 91801.890625
Iteration 294Q: 27 clusters Score -1.584136e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 144025 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49535 members 
Mstep: Class 6 contains 51881 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23705 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75279 members 
Mstep: Class 12 contains 225257 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350260 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328458 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 128547 members 
Mstep: Class 22 contains 52392 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14648 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413664.000000 Penalty: 91801.890625
Iteration 295Q: 27 clusters Score -1.584137e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 143759 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49560 members 
Mstep: Class 6 contains 51885 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23685 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75229 members 
Mstep: Class 12 contains 225529 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350229 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328465 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 128552 members 
Mstep: Class 22 contains 52429 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14665 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413824.000000 Penalty: 91801.890625
Iteration 296Q: 27 clusters Score -1.584138e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 143482 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49592 members 
Mstep: Class 6 contains 51889 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23667 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75179 members 
Mstep: Class 12 contains 225765 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350287 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328461 members 
Mstep: Class 19 contains 8161 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 128538 members 
Mstep: Class 22 contains 52452 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414016.000000 Penalty: 91801.890625
Iteration 297Q: 27 clusters Score -1.58414e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 143177 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49627 members 
Mstep: Class 6 contains 51895 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23649 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75135 members 
Mstep: Class 12 contains 226044 members 
Mstep: Class 13 contains 28350 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350314 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328466 members 
Mstep: Class 19 contains 8179 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128514 members 
Mstep: Class 22 contains 52477 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14687 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414240.000000 Penalty: 91801.890625
Iteration 298Q: 27 clusters Score -1.584142e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 142861 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49660 members 
Mstep: Class 6 contains 51900 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23635 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75088 members 
Mstep: Class 12 contains 226339 members 
Mstep: Class 13 contains 28345 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350339 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328471 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128483 members 
Mstep: Class 22 contains 52501 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14694 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414304.000000 Penalty: 91801.890625
Iteration 299Q: 27 clusters Score -1.584143e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 142553 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49693 members 
Mstep: Class 6 contains 51906 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23627 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75045 members 
Mstep: Class 12 contains 226596 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350373 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328478 members 
Mstep: Class 19 contains 8234 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128463 members 
Mstep: Class 22 contains 52517 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14699 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414048.000000 Penalty: 91801.890625
Iteration 300F: 27 clusters Score -1.58414e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 142221 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49726 members 
Mstep: Class 6 contains 51909 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23611 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 75000 members 
Mstep: Class 12 contains 226842 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350434 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328496 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128436 members 
Mstep: Class 22 contains 52540 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14713 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413888.000000 Penalty: 91801.890625
Iteration 301Q: 27 clusters Score -1.584139e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 141914 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49743 members 
Mstep: Class 6 contains 51913 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23596 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74961 members 
Mstep: Class 12 contains 227089 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350485 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328515 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128415 members 
Mstep: Class 22 contains 52560 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14728 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413424.000000 Penalty: 91801.890625
Iteration 302Q: 27 clusters Score -1.584134e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 141626 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49757 members 
Mstep: Class 6 contains 51911 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23582 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74920 members 
Mstep: Class 12 contains 227344 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350516 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328542 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128376 members 
Mstep: Class 22 contains 52568 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14736 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413584.000000 Penalty: 91801.890625
Iteration 303Q: 27 clusters Score -1.584136e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 141343 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49763 members 
Mstep: Class 6 contains 51910 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23577 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74872 members 
Mstep: Class 12 contains 227592 members 
Mstep: Class 13 contains 28345 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350555 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328568 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128369 members 
Mstep: Class 22 contains 52581 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14738 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413632.000000 Penalty: 91801.890625
Iteration 304Q: 27 clusters Score -1.584136e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 141035 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 51910 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23566 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74832 members 
Mstep: Class 12 contains 227835 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 350595 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328614 members 
Mstep: Class 19 contains 8354 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128340 members 
Mstep: Class 22 contains 52590 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14756 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413392.000000 Penalty: 91801.890625
Iteration 305Q: 27 clusters Score -1.584134e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 140737 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49809 members 
Mstep: Class 6 contains 51912 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23561 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74785 members 
Mstep: Class 12 contains 228039 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 350668 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328661 members 
Mstep: Class 19 contains 8367 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128328 members 
Mstep: Class 22 contains 52596 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413088.000000 Penalty: 91801.890625
Iteration 306Q: 27 clusters Score -1.584131e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 140419 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49825 members 
Mstep: Class 6 contains 51909 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23553 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74739 members 
Mstep: Class 12 contains 228226 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 350756 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328720 members 
Mstep: Class 19 contains 8380 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128319 members 
Mstep: Class 22 contains 52613 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14793 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412848.000000 Penalty: 91801.890625
Iteration 307Q: 27 clusters Score -1.584128e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 140137 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49836 members 
Mstep: Class 6 contains 51913 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23545 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74684 members 
Mstep: Class 12 contains 228368 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 350896 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328737 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128315 members 
Mstep: Class 22 contains 52630 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412832.000000 Penalty: 91801.890625
Iteration 308Q: 27 clusters Score -1.584128e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 139844 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49848 members 
Mstep: Class 6 contains 51913 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23535 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74649 members 
Mstep: Class 12 contains 228520 members 
Mstep: Class 13 contains 28332 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351063 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328737 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128303 members 
Mstep: Class 22 contains 52646 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412832.000000 Penalty: 91801.890625
Iteration 309Q: 27 clusters Score -1.584128e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 139572 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49861 members 
Mstep: Class 6 contains 51910 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23533 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74616 members 
Mstep: Class 12 contains 228675 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351218 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328708 members 
Mstep: Class 19 contains 8419 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128287 members 
Mstep: Class 22 contains 52670 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14823 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413168.000000 Penalty: 91801.890625
Iteration 310Q: 27 clusters Score -1.584132e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 139305 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49878 members 
Mstep: Class 6 contains 51898 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23537 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74589 members 
Mstep: Class 12 contains 228858 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351355 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328668 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128274 members 
Mstep: Class 22 contains 52684 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14834 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413344.000000 Penalty: 91801.890625
Iteration 311Q: 27 clusters Score -1.584133e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 139036 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49903 members 
Mstep: Class 6 contains 51884 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23548 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74549 members 
Mstep: Class 12 contains 229049 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351464 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328657 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128255 members 
Mstep: Class 22 contains 52696 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14848 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413328.000000 Penalty: 91801.890625
Iteration 312Q: 27 clusters Score -1.584133e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 138773 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49920 members 
Mstep: Class 6 contains 51876 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23548 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74497 members 
Mstep: Class 12 contains 229248 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351579 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328611 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128248 members 
Mstep: Class 22 contains 52716 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14862 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413264.000000 Penalty: 91801.890625
Iteration 313Q: 27 clusters Score -1.584133e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 138511 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49935 members 
Mstep: Class 6 contains 51873 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23545 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74426 members 
Mstep: Class 12 contains 229448 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351676 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328627 members 
Mstep: Class 19 contains 8455 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128220 members 
Mstep: Class 22 contains 52740 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14870 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413232.000000 Penalty: 91801.890625
Iteration 314Q: 27 clusters Score -1.584132e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 138234 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49938 members 
Mstep: Class 6 contains 51866 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23543 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74365 members 
Mstep: Class 12 contains 229635 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351819 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328609 members 
Mstep: Class 19 contains 8470 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128203 members 
Mstep: Class 22 contains 52773 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14879 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413376.000000 Penalty: 91801.890625
Iteration 315Q: 27 clusters Score -1.584134e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 137961 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49948 members 
Mstep: Class 6 contains 51869 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23541 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74293 members 
Mstep: Class 12 contains 229834 members 
Mstep: Class 13 contains 28332 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 351929 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328600 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128186 members 
Mstep: Class 22 contains 52810 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413600.000000 Penalty: 91801.890625
Iteration 316Q: 27 clusters Score -1.584136e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 137697 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49960 members 
Mstep: Class 6 contains 51853 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23541 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74221 members 
Mstep: Class 12 contains 230060 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 352036 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328593 members 
Mstep: Class 19 contains 8511 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128158 members 
Mstep: Class 22 contains 52827 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413680.000000 Penalty: 91801.890625
Iteration 317Q: 27 clusters Score -1.584137e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 137462 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49964 members 
Mstep: Class 6 contains 51839 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23544 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74180 members 
Mstep: Class 12 contains 230265 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 352143 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328553 members 
Mstep: Class 19 contains 8530 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128148 members 
Mstep: Class 22 contains 52837 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413568.000000 Penalty: 91801.890625
Iteration 318Q: 27 clusters Score -1.584136e+08 nChanged 1272
Entering ConstructFrom: 
Score: -158413568.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (22117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Entering Unmasked Estep 
Score: -2392991.500000 Penalty: 2481.017334
	Iteration 0F: 2 clusters Score -2392992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2377568.750000 Penalty: 4962.034668
	Iteration 0F: 3 clusters Score -2377569 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2382994.500000 Penalty: 4962.034668
	Iteration 1F: 3 clusters Score -2382994 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2383495.250000 Penalty: 4962.034668
	Iteration 2F: 3 clusters Score -2383495 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2383952.500000 Penalty: 4962.034668
	Iteration 3Q: 3 clusters Score -2383952 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2384462.750000 Penalty: 4962.034668
	Iteration 4Q: 3 clusters Score -2384463 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2385070.250000 Penalty: 4962.034668
	Iteration 5F: 3 clusters Score -2385070 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2385741.000000 Penalty: 4962.034668
	Iteration 6F: 3 clusters Score -2385741 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2386470.000000 Penalty: 4962.034668
	Iteration 7F: 3 clusters Score -2386470 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2387309.250000 Penalty: 4962.034668
	Iteration 8F: 3 clusters Score -2387309 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2388235.500000 Penalty: 4962.034668
	Iteration 9F: 3 clusters Score -2388236 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2388999.250000 Penalty: 4962.034668
	Iteration 10Q: 3 clusters Score -2388999 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2389517.500000 Penalty: 4962.034668
	Iteration 11Q: 3 clusters Score -2389518 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2389769.000000 Penalty: 4962.034668
	Iteration 12Q: 3 clusters Score -2389769 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2389922.500000 Penalty: 4962.034668
	Iteration 13Q: 3 clusters Score -2389922 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2390030.750000 Penalty: 4962.034668
	Iteration 14Q: 3 clusters Score -2390031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2390098.750000 Penalty: 4962.034668
	Iteration 15Q: 3 clusters Score -2390099 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2390168.250000 Penalty: 4962.034668
	Iteration 16Q: 3 clusters Score -2390168 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2390224.750000 Penalty: 4962.034668
	Iteration 17Q: 3 clusters Score -2390225 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2390269.000000 Penalty: 4962.034668
	Iteration 18Q: 3 clusters Score -2390269 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2390299.000000 Penalty: 4962.034668
	Iteration 19Q: 3 clusters Score -2390299 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2390347.750000 Penalty: 4962.034668
	Iteration 20F: 3 clusters Score -2390348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2390385.250000 Penalty: 4962.034668
	Iteration 21Q: 3 clusters Score -2390385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2390437.250000 Penalty: 4962.034668
	Iteration 22Q: 3 clusters Score -2390437 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2390464.250000 Penalty: 4962.034668
	Iteration 23Q: 3 clusters Score -2390464 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2390493.500000 Penalty: 4962.034668
	Iteration 24Q: 3 clusters Score -2390494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2390518.750000 Penalty: 4962.034668
	Iteration 25Q: 3 clusters Score -2390519 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2390551.250000 Penalty: 4962.034668
	Iteration 26Q: 3 clusters Score -2390551 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2390583.500000 Penalty: 4962.034668
	Iteration 27Q: 3 clusters Score -2390584 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2390624.750000 Penalty: 4962.034668
	Iteration 28Q: 3 clusters Score -2390625 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2390661.250000 Penalty: 4962.034668
	Iteration 29Q: 3 clusters Score -2390661 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2390695.000000 Penalty: 4962.034668
	Iteration 30Q: 3 clusters Score -2390695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2390726.250000 Penalty: 4962.034668
	Iteration 31Q: 3 clusters Score -2390726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2390745.500000 Penalty: 4962.034668
	Iteration 32Q: 3 clusters Score -2390746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2390772.750000 Penalty: 4962.034668
	Iteration 33Q: 3 clusters Score -2390773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2390788.250000 Penalty: 4962.034668
	Iteration 34Q: 3 clusters Score -2390788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2390811.500000 Penalty: 4962.034668
	Iteration 35Q: 3 clusters Score -2390812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2390822.500000 Penalty: 4962.034668
	Iteration 36Q: 3 clusters Score -2390822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2390834.750000 Penalty: 4962.034668
	Iteration 37Q: 3 clusters Score -2390835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2390843.000000 Penalty: 4962.034668
	Iteration 38Q: 3 clusters Score -2390843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2390862.000000 Penalty: 4962.034668
	Iteration 39Q: 3 clusters Score -2390862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2390867.000000 Penalty: 4962.034668
	Iteration 40F: 3 clusters Score -2390867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2390875.250000 Penalty: 4962.034668
	Iteration 41Q: 3 clusters Score -2390875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2390889.500000 Penalty: 4962.034668
	Iteration 42Q: 3 clusters Score -2390890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2390893.500000 Penalty: 4962.034668
	Iteration 43Q: 3 clusters Score -2390894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2390900.750000 Penalty: 4962.034668
	Iteration 44Q: 3 clusters Score -2390901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2390913.250000 Penalty: 4962.034668
	Iteration 45Q: 3 clusters Score -2390913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2390923.750000 Penalty: 4962.034668
	Iteration 46Q: 3 clusters Score -2390924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2390934.500000 Penalty: 4962.034668
	Iteration 47Q: 3 clusters Score -2390934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2390945.250000 Penalty: 4962.034668
	Iteration 48Q: 3 clusters Score -2390945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2390950.000000 Penalty: 4962.034668
	Iteration 49Q: 3 clusters Score -2390950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2390957.000000 Penalty: 4962.034668
	Iteration 50Q: 3 clusters Score -2390957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2390955.500000 Penalty: 4962.034668
	Iteration 51Q: 3 clusters Score -2390956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2390961.750000 Penalty: 4962.034668
	Iteration 52Q: 3 clusters Score -2390962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2390966.250000 Penalty: 4962.034668
	Iteration 53Q: 3 clusters Score -2390966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2390975.500000 Penalty: 4962.034668
	Iteration 54Q: 3 clusters Score -2390976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2390982.250000 Penalty: 4962.034668
	Iteration 55Q: 3 clusters Score -2390982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2390985.750000 Penalty: 4962.034668
	Iteration 56Q: 3 clusters Score -2390986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2390991.000000 Penalty: 4962.034668
	Iteration 57Q: 3 clusters Score -2390991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2391000.000000 Penalty: 4962.034668
	Iteration 58Q: 3 clusters Score -2391000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2391000.250000 Penalty: 4962.034668
	Iteration 59Q: 3 clusters Score -2391000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2391005.750000 Penalty: 4962.034668
	Iteration 60F: 3 clusters Score -2391006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2391008.000000 Penalty: 4962.034668
	Iteration 61Q: 3 clusters Score -2391008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2391020.250000 Penalty: 4962.034668
	Iteration 62Q: 3 clusters Score -2391020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2391019.000000 Penalty: 4962.034668
	Iteration 63Q: 3 clusters Score -2391019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2391022.750000 Penalty: 4962.034668
	Iteration 64Q: 3 clusters Score -2391023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2391024.250000 Penalty: 4962.034668
	Iteration 65Q: 3 clusters Score -2391024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2391032.000000 Penalty: 4962.034668
	Iteration 66Q: 3 clusters Score -2391032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2391033.000000 Penalty: 4962.034668
	Iteration 67Q: 3 clusters Score -2391033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2391038.500000 Penalty: 4962.034668
	Iteration 68Q: 3 clusters Score -2391038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2391040.000000 Penalty: 4962.034668
	Iteration 69Q: 3 clusters Score -2391040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2391041.000000 Penalty: 4962.034668
	Iteration 70Q: 3 clusters Score -2391041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2391043.500000 Penalty: 4962.034668
	Iteration 71Q: 3 clusters Score -2391044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2391049.500000 Penalty: 4962.034668
	Iteration 72Q: 3 clusters Score -2391050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2391054.500000 Penalty: 4962.034668
	Iteration 73Q: 3 clusters Score -2391054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2391054.500000 Penalty: 4962.034668
	Iteration 74Q: 3 clusters Score -2391054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2391053.500000 Penalty: 4962.034668
	Iteration 75Q: 3 clusters Score -2391054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2391054.250000 Penalty: 4962.034668
	Iteration 76Q: 3 clusters Score -2391054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2391055.250000 Penalty: 4962.034668
	Iteration 77Q: 3 clusters Score -2391055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2391054.750000 Penalty: 4962.034668
	Iteration 78Q: 3 clusters Score -2391055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2391054.250000 Penalty: 4962.034668
	Iteration 79Q: 3 clusters Score -2391054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2391056.250000 Penalty: 4962.034668
	Iteration 80F: 3 clusters Score -2391056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2391058.750000 Penalty: 4962.034668
	Iteration 81Q: 3 clusters Score -2391059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2391053.000000 Penalty: 4962.034668
	Iteration 82Q: 3 clusters Score -2391053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2391055.000000 Penalty: 4962.034668
	Iteration 83Q: 3 clusters Score -2391055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2391057.000000 Penalty: 4962.034668
	Iteration 84Q: 3 clusters Score -2391057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2391057.500000 Penalty: 4962.034668
	Iteration 85Q: 3 clusters Score -2391058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2391060.750000 Penalty: 4962.034668
	Iteration 86Q: 3 clusters Score -2391061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2391060.750000 Penalty: 4962.034668
	Iteration 87Q: 3 clusters Score -2391061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2391065.500000 Penalty: 4962.034668
	Iteration 88Q: 3 clusters Score -2391066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2391066.250000 Penalty: 4962.034668
	Iteration 89Q: 3 clusters Score -2391066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2391068.250000 Penalty: 4962.034668
	Iteration 90Q: 3 clusters Score -2391068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2391065.500000 Penalty: 4962.034668
	Iteration 91Q: 3 clusters Score -2391066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2391068.500000 Penalty: 4962.034668
	Iteration 92Q: 3 clusters Score -2391068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2391068.750000 Penalty: 4962.034668
	Iteration 93Q: 3 clusters Score -2391069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2391070.000000 Penalty: 4962.034668
	Iteration 94Q: 3 clusters Score -2391070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2391075.250000 Penalty: 4962.034668
	Iteration 95Q: 3 clusters Score -2391075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2391076.500000 Penalty: 4962.034668
	Iteration 96Q: 3 clusters Score -2391076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2391076.250000 Penalty: 4962.034668
	Iteration 97Q: 3 clusters Score -2391076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2391076.500000 Penalty: 4962.034668
	Iteration 98Q: 3 clusters Score -2391076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2391074.750000 Penalty: 4962.034668
	Iteration 99Q: 3 clusters Score -2391075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2391075.250000 Penalty: 4962.034668
	Iteration 100F: 3 clusters Score -2391075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2391074.750000 Penalty: 4962.034668
	Iteration 101Q: 3 clusters Score -2391075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2391082.750000 Penalty: 4962.034668
	Iteration 102Q: 3 clusters Score -2391083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2391082.250000 Penalty: 4962.034668
	Iteration 103Q: 3 clusters Score -2391082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2391082.000000 Penalty: 4962.034668
	Iteration 104Q: 3 clusters Score -2391082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2391083.500000 Penalty: 4962.034668
	Iteration 105Q: 3 clusters Score -2391084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2391082.250000 Penalty: 4962.034668
	Iteration 106Q: 3 clusters Score -2391082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2391082.500000 Penalty: 4962.034668
	Iteration 107Q: 3 clusters Score -2391082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2391081.000000 Penalty: 4962.034668
	Iteration 108Q: 3 clusters Score -2391081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2391084.250000 Penalty: 4962.034668
	Iteration 109Q: 3 clusters Score -2391084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2391085.250000 Penalty: 4962.034668
	Iteration 110Q: 3 clusters Score -2391085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2391082.250000 Penalty: 4962.034668
	Iteration 111Q: 3 clusters Score -2391082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2391082.250000 Penalty: 4962.034668
	Iteration 112F: 3 clusters Score -2391082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -104736.117188 Penalty: 1733.811890
	Iteration 0F: 2 clusters Score -104736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102723.390625 Penalty: 3467.623779
	Iteration 0F: 3 clusters Score -102723.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103007.343750 Penalty: 3467.623779
	Iteration 1F: 3 clusters Score -103007.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103080.664062 Penalty: 3467.623779
	Iteration 2F: 3 clusters Score -103080.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103122.132812 Penalty: 3467.623779
	Iteration 3Q: 3 clusters Score -103122.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103143.351562 Penalty: 3467.623779
	Iteration 4Q: 3 clusters Score -103143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103153.890625 Penalty: 3467.623779
	Iteration 5Q: 3 clusters Score -103153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103157.835938 Penalty: 3467.623779
	Iteration 6Q: 3 clusters Score -103157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103163.601562 Penalty: 3467.623779
	Iteration 7Q: 3 clusters Score -103163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103167.437500 Penalty: 3467.623779
	Iteration 8Q: 3 clusters Score -103167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103170.531250 Penalty: 3467.623779
	Iteration 9Q: 3 clusters Score -103170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103171.804688 Penalty: 3467.623779
	Iteration 10Q: 3 clusters Score -103171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103173.992188 Penalty: 3467.623779
	Iteration 11Q: 3 clusters Score -103174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103176.835938 Penalty: 3467.623779
	Iteration 12Q: 3 clusters Score -103176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103176.835938 Penalty: 3467.623779
	Iteration 13F: 3 clusters Score -103176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137219 members 
Entering Unmasked Estep 
Score: -14697313.000000 Penalty: 2933.674561
	Iteration 0F: 2 clusters Score -1.469731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -14605443.000000 Penalty: 5867.349121
	Iteration 0F: 3 clusters Score -1.460544e+07 nChanged 65242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -14644249.000000 Penalty: 5867.349121
	Iteration 1F: 3 clusters Score -1.464425e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -14645774.000000 Penalty: 5867.349121
	Iteration 2Q: 3 clusters Score -1.464577e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -14647539.000000 Penalty: 5867.349121
	Iteration 3Q: 3 clusters Score -1.464754e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -14649800.000000 Penalty: 5867.349121
	Iteration 4Q: 3 clusters Score -1.46498e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -14652402.000000 Penalty: 5867.349121
	Iteration 5Q: 3 clusters Score -1.46524e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -14655164.000000 Penalty: 5867.349121
	Iteration 6Q: 3 clusters Score -1.465516e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -14658199.000000 Penalty: 5867.349121
	Iteration 7Q: 3 clusters Score -1.46582e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -14661190.000000 Penalty: 5867.349121
	Iteration 8Q: 3 clusters Score -1.466119e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -14664858.000000 Penalty: 5867.349121
	Iteration 9Q: 3 clusters Score -1.466486e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -14669388.000000 Penalty: 5867.349121
	Iteration 10Q: 3 clusters Score -1.466939e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -14674615.000000 Penalty: 5867.349121
	Iteration 11Q: 3 clusters Score -1.467462e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -14679020.000000 Penalty: 5867.349121
	Iteration 12Q: 3 clusters Score -1.467902e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -14681550.000000 Penalty: 5867.349121
	Iteration 13Q: 3 clusters Score -1.468155e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -14682964.000000 Penalty: 5867.349121
	Iteration 14Q: 3 clusters Score -1.468296e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -14684028.000000 Penalty: 5867.349121
	Iteration 15Q: 3 clusters Score -1.468403e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -14684871.000000 Penalty: 5867.349121
	Iteration 16Q: 3 clusters Score -1.468487e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -14685756.000000 Penalty: 5867.349121
	Iteration 17Q: 3 clusters Score -1.468576e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -14686596.000000 Penalty: 5867.349121
	Iteration 18Q: 3 clusters Score -1.46866e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -14687272.000000 Penalty: 5867.349121
	Iteration 19Q: 3 clusters Score -1.468727e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -14687959.000000 Penalty: 5867.349121
	Iteration 20F: 3 clusters Score -1.468796e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -14688403.000000 Penalty: 5867.349121
	Iteration 21Q: 3 clusters Score -1.46884e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -14688698.000000 Penalty: 5867.349121
	Iteration 22Q: 3 clusters Score -1.46887e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -14689011.000000 Penalty: 5867.349121
	Iteration 23Q: 3 clusters Score -1.468901e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -14689201.000000 Penalty: 5867.349121
	Iteration 24Q: 3 clusters Score -1.46892e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -14689306.000000 Penalty: 5867.349121
	Iteration 25Q: 3 clusters Score -1.468931e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -14689384.000000 Penalty: 5867.349121
	Iteration 26Q: 3 clusters Score -1.468938e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -14689441.000000 Penalty: 5867.349121
	Iteration 27Q: 3 clusters Score -1.468944e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -14689470.000000 Penalty: 5867.349121
	Iteration 28Q: 3 clusters Score -1.468947e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -14689517.000000 Penalty: 5867.349121
	Iteration 29Q: 3 clusters Score -1.468952e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -14689529.000000 Penalty: 5867.349121
	Iteration 30Q: 3 clusters Score -1.468953e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -14689580.000000 Penalty: 5867.349121
	Iteration 31Q: 3 clusters Score -1.468958e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -14689636.000000 Penalty: 5867.349121
	Iteration 32Q: 3 clusters Score -1.468964e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -14689668.000000 Penalty: 5867.349121
	Iteration 33Q: 3 clusters Score -1.468967e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -14689728.000000 Penalty: 5867.349121
	Iteration 34Q: 3 clusters Score -1.468973e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -14689737.000000 Penalty: 5867.349121
	Iteration 35Q: 3 clusters Score -1.468974e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -14689758.000000 Penalty: 5867.349121
	Iteration 36Q: 3 clusters Score -1.468976e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -14689778.000000 Penalty: 5867.349121
	Iteration 37Q: 3 clusters Score -1.468978e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -14689770.000000 Penalty: 5867.349121
	Iteration 38Q: 3 clusters Score -1.468977e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -14689795.000000 Penalty: 5867.349121
	Iteration 39Q: 3 clusters Score -1.46898e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -14689795.000000 Penalty: 5867.349121
	Iteration 40F: 3 clusters Score -1.46898e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -14689772.000000 Penalty: 5867.349121
	Iteration 41Q: 3 clusters Score -1.468977e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -14689776.000000 Penalty: 5867.349121
	Iteration 42Q: 3 clusters Score -1.468978e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -14689803.000000 Penalty: 5867.349121
	Iteration 43Q: 3 clusters Score -1.46898e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -14689804.000000 Penalty: 5867.349121
	Iteration 44Q: 3 clusters Score -1.46898e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -14689827.000000 Penalty: 5867.349121
	Iteration 45Q: 3 clusters Score -1.468983e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -14689843.000000 Penalty: 5867.349121
	Iteration 46Q: 3 clusters Score -1.468984e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -14689867.000000 Penalty: 5867.349121
	Iteration 47Q: 3 clusters Score -1.468987e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -14689866.000000 Penalty: 5867.349121
	Iteration 48Q: 3 clusters Score -1.468987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -14689877.000000 Penalty: 5867.349121
	Iteration 49Q: 3 clusters Score -1.468988e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -14689886.000000 Penalty: 5867.349121
	Iteration 50Q: 3 clusters Score -1.468989e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -14689878.000000 Penalty: 5867.349121
	Iteration 51Q: 3 clusters Score -1.468988e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -14689872.000000 Penalty: 5867.349121
	Iteration 52Q: 3 clusters Score -1.468987e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -14689876.000000 Penalty: 5867.349121
	Iteration 53Q: 3 clusters Score -1.468988e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -14689869.000000 Penalty: 5867.349121
	Iteration 54Q: 3 clusters Score -1.468987e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -14689872.000000 Penalty: 5867.349121
	Iteration 55Q: 3 clusters Score -1.468987e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -14689877.000000 Penalty: 5867.349121
	Iteration 56Q: 3 clusters Score -1.468988e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -14689883.000000 Penalty: 5867.349121
	Iteration 57Q: 3 clusters Score -1.468988e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -14689875.000000 Penalty: 5867.349121
	Iteration 58Q: 3 clusters Score -1.468988e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -14689876.000000 Penalty: 5867.349121
	Iteration 59Q: 3 clusters Score -1.468988e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -14689872.000000 Penalty: 5867.349121
	Iteration 60F: 3 clusters Score -1.468987e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -14689926.000000 Penalty: 5867.349121
	Iteration 61Q: 3 clusters Score -1.468993e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -14689895.000000 Penalty: 5867.349121
	Iteration 62Q: 3 clusters Score -1.46899e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -14689899.000000 Penalty: 5867.349121
	Iteration 63Q: 3 clusters Score -1.46899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -14689879.000000 Penalty: 5867.349121
	Iteration 64Q: 3 clusters Score -1.468988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -14689908.000000 Penalty: 5867.349121
	Iteration 65Q: 3 clusters Score -1.468991e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -14689903.000000 Penalty: 5867.349121
	Iteration 66Q: 3 clusters Score -1.46899e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -14689883.000000 Penalty: 5867.349121
	Iteration 67Q: 3 clusters Score -1.468988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -14689895.000000 Penalty: 5867.349121
	Iteration 68Q: 3 clusters Score -1.46899e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -14689909.000000 Penalty: 5867.349121
	Iteration 69Q: 3 clusters Score -1.468991e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -14689927.000000 Penalty: 5867.349121
	Iteration 70Q: 3 clusters Score -1.468993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -14689938.000000 Penalty: 5867.349121
	Iteration 71Q: 3 clusters Score -1.468994e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -14689928.000000 Penalty: 5867.349121
	Iteration 72Q: 3 clusters Score -1.468993e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -14689899.000000 Penalty: 5867.349121
	Iteration 73Q: 3 clusters Score -1.46899e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -14689914.000000 Penalty: 5867.349121
	Iteration 74Q: 3 clusters Score -1.468991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -14689886.000000 Penalty: 5867.349121
	Iteration 75Q: 3 clusters Score -1.468989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -14689902.000000 Penalty: 5867.349121
	Iteration 76Q: 3 clusters Score -1.46899e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -14689919.000000 Penalty: 5867.349121
	Iteration 77Q: 3 clusters Score -1.468992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -14689921.000000 Penalty: 5867.349121
	Iteration 78Q: 3 clusters Score -1.468992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -14689910.000000 Penalty: 5867.349121
	Iteration 79Q: 3 clusters Score -1.468991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -14689909.000000 Penalty: 5867.349121
	Iteration 80F: 3 clusters Score -1.468991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -14689900.000000 Penalty: 5867.349121
	Iteration 81Q: 3 clusters Score -1.46899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -14689914.000000 Penalty: 5867.349121
	Iteration 82Q: 3 clusters Score -1.468991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -14689902.000000 Penalty: 5867.349121
	Iteration 83Q: 3 clusters Score -1.46899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -14689905.000000 Penalty: 5867.349121
	Iteration 84Q: 3 clusters Score -1.46899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -14689892.000000 Penalty: 5867.349121
	Iteration 85Q: 3 clusters Score -1.468989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -14689874.000000 Penalty: 5867.349121
	Iteration 86Q: 3 clusters Score -1.468987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -14689881.000000 Penalty: 5867.349121
	Iteration 87Q: 3 clusters Score -1.468988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -14689881.000000 Penalty: 5867.349121
	Iteration 88Q: 3 clusters Score -1.468988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -14689878.000000 Penalty: 5867.349121
	Iteration 89Q: 3 clusters Score -1.468988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -14689886.000000 Penalty: 5867.349121
	Iteration 90Q: 3 clusters Score -1.468989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -14689904.000000 Penalty: 5867.349121
	Iteration 91Q: 3 clusters Score -1.46899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -14689898.000000 Penalty: 5867.349121
	Iteration 92Q: 3 clusters Score -1.46899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -14689894.000000 Penalty: 5867.349121
	Iteration 93Q: 3 clusters Score -1.468989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -14689881.000000 Penalty: 5867.349121
	Iteration 94Q: 3 clusters Score -1.468988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -14689873.000000 Penalty: 5867.349121
	Iteration 95Q: 3 clusters Score -1.468987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -14689858.000000 Penalty: 5867.349121
	Iteration 96Q: 3 clusters Score -1.468986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -14689869.000000 Penalty: 5867.349121
	Iteration 97Q: 3 clusters Score -1.468987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -14689882.000000 Penalty: 5867.349121
	Iteration 98Q: 3 clusters Score -1.468988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -14689882.000000 Penalty: 5867.349121
	Iteration 99Q: 3 clusters Score -1.468988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -14689871.000000 Penalty: 5867.349121
	Iteration 100F: 3 clusters Score -1.468987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -14689874.000000 Penalty: 5867.349121
	Iteration 101Q: 3 clusters Score -1.468987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -14689877.000000 Penalty: 5867.349121
	Iteration 102Q: 3 clusters Score -1.468988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -14689891.000000 Penalty: 5867.349121
	Iteration 103Q: 3 clusters Score -1.468989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -14689889.000000 Penalty: 5867.349121
	Iteration 104Q: 3 clusters Score -1.468989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -14689892.000000 Penalty: 5867.349121
	Iteration 105Q: 3 clusters Score -1.468989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -14689891.000000 Penalty: 5867.349121
	Iteration 106Q: 3 clusters Score -1.468989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -14689892.000000 Penalty: 5867.349121
	Iteration 107Q: 3 clusters Score -1.468989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -14689896.000000 Penalty: 5867.349121
	Iteration 108Q: 3 clusters Score -1.46899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -14689886.000000 Penalty: 5867.349121
	Iteration 109Q: 3 clusters Score -1.468989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -14689871.000000 Penalty: 5867.349121
	Iteration 110Q: 3 clusters Score -1.468987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -14689874.000000 Penalty: 5867.349121
	Iteration 111Q: 3 clusters Score -1.468987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -14689876.000000 Penalty: 5867.349121
	Iteration 112Q: 3 clusters Score -1.468988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -14689872.000000 Penalty: 5867.349121
	Iteration 113Q: 3 clusters Score -1.468987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -14689883.000000 Penalty: 5867.349121
	Iteration 114Q: 3 clusters Score -1.468988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -14689894.000000 Penalty: 5867.349121
	Iteration 115Q: 3 clusters Score -1.468989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -14689903.000000 Penalty: 5867.349121
	Iteration 116Q: 3 clusters Score -1.46899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -14689912.000000 Penalty: 5867.349121
	Iteration 117Q: 3 clusters Score -1.468991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -14689916.000000 Penalty: 5867.349121
	Iteration 118Q: 3 clusters Score -1.468992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -14689912.000000 Penalty: 5867.349121
	Iteration 119Q: 3 clusters Score -1.468991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -14689914.000000 Penalty: 5867.349121
	Iteration 120F: 3 clusters Score -1.468991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -14689902.000000 Penalty: 5867.349121
	Iteration 121Q: 3 clusters Score -1.46899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -14689909.000000 Penalty: 5867.349121
	Iteration 122Q: 3 clusters Score -1.468991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -14689923.000000 Penalty: 5867.349121
	Iteration 123Q: 3 clusters Score -1.468992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -14689922.000000 Penalty: 5867.349121
	Iteration 124Q: 3 clusters Score -1.468992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -14689923.000000 Penalty: 5867.349121
	Iteration 125Q: 3 clusters Score -1.468992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -14689927.000000 Penalty: 5867.349121
	Iteration 126Q: 3 clusters Score -1.468993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -14689931.000000 Penalty: 5867.349121
	Iteration 127Q: 3 clusters Score -1.468993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -14689924.000000 Penalty: 5867.349121
	Iteration 128Q: 3 clusters Score -1.468992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -14689934.000000 Penalty: 5867.349121
	Iteration 129Q: 3 clusters Score -1.468993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -14689934.000000 Penalty: 5867.349121
	Iteration 130Q: 3 clusters Score -1.468993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -14689931.000000 Penalty: 5867.349121
	Iteration 131Q: 3 clusters Score -1.468993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -14689920.000000 Penalty: 5867.349121
	Iteration 132Q: 3 clusters Score -1.468992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -14689913.000000 Penalty: 5867.349121
	Iteration 133Q: 3 clusters Score -1.468991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -14689924.000000 Penalty: 5867.349121
	Iteration 134Q: 3 clusters Score -1.468992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -14689910.000000 Penalty: 5867.349121
	Iteration 135Q: 3 clusters Score -1.468991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -14689906.000000 Penalty: 5867.349121
	Iteration 136Q: 3 clusters Score -1.468991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -14689910.000000 Penalty: 5867.349121
	Iteration 137Q: 3 clusters Score -1.468991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -14689911.000000 Penalty: 5867.349121
	Iteration 138Q: 3 clusters Score -1.468991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -14689909.000000 Penalty: 5867.349121
	Iteration 139Q: 3 clusters Score -1.468991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -14689904.000000 Penalty: 5867.349121
	Iteration 140F: 3 clusters Score -1.46899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -14689910.000000 Penalty: 5867.349121
	Iteration 141Q: 3 clusters Score -1.468991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -14689901.000000 Penalty: 5867.349121
	Iteration 142Q: 3 clusters Score -1.46899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -14689913.000000 Penalty: 5867.349121
	Iteration 143Q: 3 clusters Score -1.468991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -14689906.000000 Penalty: 5867.349121
	Iteration 144Q: 3 clusters Score -1.468991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -14689913.000000 Penalty: 5867.349121
	Iteration 145Q: 3 clusters Score -1.468991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -14689916.000000 Penalty: 5867.349121
	Iteration 146Q: 3 clusters Score -1.468992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -14689916.000000 Penalty: 5867.349121
	Iteration 147F: 3 clusters Score -1.468992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -18280.779297 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -18280.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17105.843750 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -17105.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17139.923828 Penalty: 2679.728027
	Iteration 1Q: 3 clusters Score -17139.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17139.923828 Penalty: 2679.728027
	Iteration 2F: 3 clusters Score -17139.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Entering Unmasked Estep 
Score: -5397106.500000 Penalty: 2683.166016
	Iteration 0F: 2 clusters Score -5397106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5363421.000000 Penalty: 5366.332031
	Iteration 0F: 3 clusters Score -5363421 nChanged 23038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5376265.500000 Penalty: 5366.332031
	Iteration 1F: 3 clusters Score -5376266 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -5376919.000000 Penalty: 5366.332031
	Iteration 2Q: 3 clusters Score -5376919 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -5377759.500000 Penalty: 5366.332031
	Iteration 3Q: 3 clusters Score -5377760 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5378858.000000 Penalty: 5366.332031
	Iteration 4Q: 3 clusters Score -5378858 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5380496.000000 Penalty: 5366.332031
	Iteration 5F: 3 clusters Score -5380496 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5382822.500000 Penalty: 5366.332031
	Iteration 6F: 3 clusters Score -5382822 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5385769.000000 Penalty: 5366.332031
	Iteration 7F: 3 clusters Score -5385769 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5388782.500000 Penalty: 5366.332031
	Iteration 8F: 3 clusters Score -5388782 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -5390677.500000 Penalty: 5366.332031
	Iteration 9F: 3 clusters Score -5390678 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5391498.000000 Penalty: 5366.332031
	Iteration 10Q: 3 clusters Score -5391498 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5391896.000000 Penalty: 5366.332031
	Iteration 11Q: 3 clusters Score -5391896 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5392157.000000 Penalty: 5366.332031
	Iteration 12Q: 3 clusters Score -5392157 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5392384.000000 Penalty: 5366.332031
	Iteration 13Q: 3 clusters Score -5392384 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5392616.500000 Penalty: 5366.332031
	Iteration 14Q: 3 clusters Score -5392616 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5392786.000000 Penalty: 5366.332031
	Iteration 15Q: 3 clusters Score -5392786 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5392981.500000 Penalty: 5366.332031
	Iteration 16Q: 3 clusters Score -5392982 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5393217.500000 Penalty: 5366.332031
	Iteration 17Q: 3 clusters Score -5393218 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5393393.000000 Penalty: 5366.332031
	Iteration 18Q: 3 clusters Score -5393393 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5393562.000000 Penalty: 5366.332031
	Iteration 19Q: 3 clusters Score -5393562 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5393728.000000 Penalty: 5366.332031
	Iteration 20F: 3 clusters Score -5393728 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5393873.500000 Penalty: 5366.332031
	Iteration 21Q: 3 clusters Score -5393874 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5394003.000000 Penalty: 5366.332031
	Iteration 22Q: 3 clusters Score -5394003 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5394112.500000 Penalty: 5366.332031
	Iteration 23Q: 3 clusters Score -5394112 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5394228.000000 Penalty: 5366.332031
	Iteration 24Q: 3 clusters Score -5394228 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5394288.500000 Penalty: 5366.332031
	Iteration 25Q: 3 clusters Score -5394288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5394397.500000 Penalty: 5366.332031
	Iteration 26Q: 3 clusters Score -5394398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5394454.500000 Penalty: 5366.332031
	Iteration 27Q: 3 clusters Score -5394454 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5394514.500000 Penalty: 5366.332031
	Iteration 28Q: 3 clusters Score -5394514 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5394574.500000 Penalty: 5366.332031
	Iteration 29Q: 3 clusters Score -5394574 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5394687.500000 Penalty: 5366.332031
	Iteration 30Q: 3 clusters Score -5394688 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5394766.000000 Penalty: 5366.332031
	Iteration 31Q: 3 clusters Score -5394766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5394824.500000 Penalty: 5366.332031
	Iteration 32Q: 3 clusters Score -5394824 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -5394877.000000 Penalty: 5366.332031
	Iteration 33Q: 3 clusters Score -5394877 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5394943.500000 Penalty: 5366.332031
	Iteration 34Q: 3 clusters Score -5394944 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -5394997.500000 Penalty: 5366.332031
	Iteration 35Q: 3 clusters Score -5394998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5395051.500000 Penalty: 5366.332031
	Iteration 36Q: 3 clusters Score -5395052 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5395100.000000 Penalty: 5366.332031
	Iteration 37Q: 3 clusters Score -5395100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5395140.000000 Penalty: 5366.332031
	Iteration 38Q: 3 clusters Score -5395140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -5395180.000000 Penalty: 5366.332031
	Iteration 39Q: 3 clusters Score -5395180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -5395219.000000 Penalty: 5366.332031
	Iteration 40F: 3 clusters Score -5395219 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -5395243.500000 Penalty: 5366.332031
	Iteration 41Q: 3 clusters Score -5395244 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -5395285.000000 Penalty: 5366.332031
	Iteration 42Q: 3 clusters Score -5395285 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -5395327.000000 Penalty: 5366.332031
	Iteration 43Q: 3 clusters Score -5395327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -5395351.500000 Penalty: 5366.332031
	Iteration 44Q: 3 clusters Score -5395352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -5395365.500000 Penalty: 5366.332031
	Iteration 45Q: 3 clusters Score -5395366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5395374.000000 Penalty: 5366.332031
	Iteration 46Q: 3 clusters Score -5395374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5395381.500000 Penalty: 5366.332031
	Iteration 47Q: 3 clusters Score -5395382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5395393.000000 Penalty: 5366.332031
	Iteration 48Q: 3 clusters Score -5395393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5395413.500000 Penalty: 5366.332031
	Iteration 49Q: 3 clusters Score -5395414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5395426.500000 Penalty: 5366.332031
	Iteration 50Q: 3 clusters Score -5395426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5395440.000000 Penalty: 5366.332031
	Iteration 51Q: 3 clusters Score -5395440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -5395443.000000 Penalty: 5366.332031
	Iteration 52Q: 3 clusters Score -5395443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -5395440.500000 Penalty: 5366.332031
	Iteration 53Q: 3 clusters Score -5395440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5395453.500000 Penalty: 5366.332031
	Iteration 54Q: 3 clusters Score -5395454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -5395455.500000 Penalty: 5366.332031
	Iteration 55Q: 3 clusters Score -5395456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -5395457.000000 Penalty: 5366.332031
	Iteration 56Q: 3 clusters Score -5395457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -5395473.000000 Penalty: 5366.332031
	Iteration 57Q: 3 clusters Score -5395473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5395479.500000 Penalty: 5366.332031
	Iteration 58Q: 3 clusters Score -5395480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -5395471.500000 Penalty: 5366.332031
	Iteration 59Q: 3 clusters Score -5395472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -5395468.000000 Penalty: 5366.332031
	Iteration 60F: 3 clusters Score -5395468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -5395473.500000 Penalty: 5366.332031
	Iteration 61Q: 3 clusters Score -5395474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -5395483.000000 Penalty: 5366.332031
	Iteration 62Q: 3 clusters Score -5395483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -5395483.500000 Penalty: 5366.332031
	Iteration 63Q: 3 clusters Score -5395484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -5395486.500000 Penalty: 5366.332031
	Iteration 64Q: 3 clusters Score -5395486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -5395484.500000 Penalty: 5366.332031
	Iteration 65Q: 3 clusters Score -5395484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -5395491.500000 Penalty: 5366.332031
	Iteration 66Q: 3 clusters Score -5395492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5395487.500000 Penalty: 5366.332031
	Iteration 67Q: 3 clusters Score -5395488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5395491.000000 Penalty: 5366.332031
	Iteration 68Q: 3 clusters Score -5395491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -5395491.500000 Penalty: 5366.332031
	Iteration 69Q: 3 clusters Score -5395492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -5395497.500000 Penalty: 5366.332031
	Iteration 70Q: 3 clusters Score -5395498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -5395499.000000 Penalty: 5366.332031
	Iteration 71Q: 3 clusters Score -5395499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -5395500.000000 Penalty: 5366.332031
	Iteration 72Q: 3 clusters Score -5395500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -5395503.000000 Penalty: 5366.332031
	Iteration 73Q: 3 clusters Score -5395503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -5395502.000000 Penalty: 5366.332031
	Iteration 74Q: 3 clusters Score -5395502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -5395508.500000 Penalty: 5366.332031
	Iteration 75Q: 3 clusters Score -5395508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -5395505.500000 Penalty: 5366.332031
	Iteration 76Q: 3 clusters Score -5395506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -5395506.500000 Penalty: 5366.332031
	Iteration 77Q: 3 clusters Score -5395506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -5395506.500000 Penalty: 5366.332031
	Iteration 78F: 3 clusters Score -5395506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Entering Unmasked Estep 
Score: -5261149.000000 Penalty: 2692.291504
	Iteration 0F: 2 clusters Score -5261149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -5226215.500000 Penalty: 5384.583008
	Iteration 0F: 3 clusters Score -5226216 nChanged 24130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -5239601.500000 Penalty: 5384.583008
	Iteration 1F: 3 clusters Score -5239602 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5240213.500000 Penalty: 5384.583008
	Iteration 2Q: 3 clusters Score -5240214 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -5241011.500000 Penalty: 5384.583008
	Iteration 3Q: 3 clusters Score -5241012 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -5242187.500000 Penalty: 5384.583008
	Iteration 4Q: 3 clusters Score -5242188 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -5244308.000000 Penalty: 5384.583008
	Iteration 5F: 3 clusters Score -5244308 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5247825.500000 Penalty: 5384.583008
	Iteration 6F: 3 clusters Score -5247826 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5252423.000000 Penalty: 5384.583008
	Iteration 7F: 3 clusters Score -5252423 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5256806.500000 Penalty: 5384.583008
	Iteration 8F: 3 clusters Score -5256806 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -5259784.000000 Penalty: 5384.583008
	Iteration 9F: 3 clusters Score -5259784 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -5261269.500000 Penalty: 5384.583008
	Iteration 10Q: 3 clusters Score -5261270 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -5261745.500000 Penalty: 5384.583008
	Iteration 11Q: 3 clusters Score -5261746 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -5261896.500000 Penalty: 5384.583008
	Iteration 12Q: 3 clusters Score -5261896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -5261985.500000 Penalty: 5384.583008
	Iteration 13Q: 3 clusters Score -5261986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -5262020.500000 Penalty: 5384.583008
	Iteration 14Q: 3 clusters Score -5262020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -5262040.500000 Penalty: 5384.583008
	Iteration 15Q: 3 clusters Score -5262040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -5262049.500000 Penalty: 5384.583008
	Iteration 16Q: 3 clusters Score -5262050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5262058.500000 Penalty: 5384.583008
	Iteration 17Q: 3 clusters Score -5262058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5262058.500000 Penalty: 5384.583008
	Iteration 18Q: 3 clusters Score -5262058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5262061.000000 Penalty: 5384.583008
	Iteration 19Q: 3 clusters Score -5262061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -5262060.500000 Penalty: 5384.583008
	Iteration 20F: 3 clusters Score -5262060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -5262061.500000 Penalty: 5384.583008
	Iteration 21Q: 3 clusters Score -5262062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -5262061.000000 Penalty: 5384.583008
	Iteration 22Q: 3 clusters Score -5262061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -5262057.500000 Penalty: 5384.583008
	Iteration 23Q: 3 clusters Score -5262058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -5262066.000000 Penalty: 5384.583008
	Iteration 24Q: 3 clusters Score -5262066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5262074.500000 Penalty: 5384.583008
	Iteration 25Q: 3 clusters Score -5262074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5262074.500000 Penalty: 5384.583008
	Iteration 26F: 3 clusters Score -5262074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 137219 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49972 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74139 members 
Mstep: Class 12 contains 230486 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 352215 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328528 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 52858 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 49903 members 
Entering Unmasked Estep 
Score: -158415168.000000 Penalty: 95332.726562
Splitting cluster 6 changes total score from -158413568.000000 to -158415168.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -233270.968750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -233271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -230459.218750 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -230459.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -231015.109375 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -231015.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -231201.937500 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -231201.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -231352.171875 Penalty: 3833.294434
	Iteration 3F: 3 clusters Score -231352.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -231521.968750 Penalty: 3833.294434
	Iteration 4F: 3 clusters Score -231522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -231691.531250 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -231691.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231847.843750 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -231847.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -231947.046875 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -231947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -232018.812500 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -232018.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232089.796875 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -232089.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -232187.625000 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -232187.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -232296.656250 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -232296.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -232470.875000 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -232470.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232676.312500 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -232676.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232867.406250 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -232867.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -232981.703125 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -232981.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -233033.390625 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -233033.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -233046.125000 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -233046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -233049.375000 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -233049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -233054.218750 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -233054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -233059.109375 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -233059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -233066.468750 Penalty: 3833.294434
	Iteration 21Q: 3 clusters Score -233066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -233073.828125 Penalty: 3833.294434
	Iteration 22Q: 3 clusters Score -233073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -233075.453125 Penalty: 3833.294434
	Iteration 23Q: 3 clusters Score -233075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -233078.625000 Penalty: 3833.294434
	Iteration 24Q: 3 clusters Score -233078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -233080.875000 Penalty: 3833.294434
	Iteration 25Q: 3 clusters Score -233080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -233080.875000 Penalty: 3833.294434
	Iteration 26F: 3 clusters Score -233080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 178 members 
Entering Unmasked Estep 
Score: -24557.375000 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24557.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24725.535156 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24725.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24770.812500 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24770.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24797.029297 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24797.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24803.339844 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24803.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24805.271484 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -24805.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24808.228516 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -24808.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24812.744141 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -24812.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24812.744141 Penalty: 2865.715576
	Iteration 8F: 3 clusters Score -24812.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Entering Unmasked Estep 
Score: -2546660.500000 Penalty: 2496.470703
	Iteration 0F: 2 clusters Score -2546660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2530202.750000 Penalty: 4992.941406
	Iteration 0F: 3 clusters Score -2530203 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2535828.000000 Penalty: 4992.941406
	Iteration 1F: 3 clusters Score -2535828 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2536386.250000 Penalty: 4992.941406
	Iteration 2F: 3 clusters Score -2536386 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2537094.000000 Penalty: 4992.941406
	Iteration 3F: 3 clusters Score -2537094 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2538130.250000 Penalty: 4992.941406
	Iteration 4F: 3 clusters Score -2538130 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2539588.250000 Penalty: 4992.941406
	Iteration 5F: 3 clusters Score -2539588 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2541238.500000 Penalty: 4992.941406
	Iteration 6F: 3 clusters Score -2541238 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2542663.250000 Penalty: 4992.941406
	Iteration 7F: 3 clusters Score -2542663 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2543602.500000 Penalty: 4992.941406
	Iteration 8Q: 3 clusters Score -2543602 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2544195.500000 Penalty: 4992.941406
	Iteration 9Q: 3 clusters Score -2544196 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2544511.500000 Penalty: 4992.941406
	Iteration 10Q: 3 clusters Score -2544512 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2544668.750000 Penalty: 4992.941406
	Iteration 11Q: 3 clusters Score -2544669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2544760.500000 Penalty: 4992.941406
	Iteration 12Q: 3 clusters Score -2544760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2544796.250000 Penalty: 4992.941406
	Iteration 13Q: 3 clusters Score -2544796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2544820.500000 Penalty: 4992.941406
	Iteration 14Q: 3 clusters Score -2544820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2544842.250000 Penalty: 4992.941406
	Iteration 15Q: 3 clusters Score -2544842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2544849.500000 Penalty: 4992.941406
	Iteration 16Q: 3 clusters Score -2544850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2544864.000000 Penalty: 4992.941406
	Iteration 17Q: 3 clusters Score -2544864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2544885.750000 Penalty: 4992.941406
	Iteration 18Q: 3 clusters Score -2544886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2544893.000000 Penalty: 4992.941406
	Iteration 19Q: 3 clusters Score -2544893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2544897.250000 Penalty: 4992.941406
	Iteration 20F: 3 clusters Score -2544897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2544900.250000 Penalty: 4992.941406
	Iteration 21Q: 3 clusters Score -2544900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2544906.750000 Penalty: 4992.941406
	Iteration 22Q: 3 clusters Score -2544907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2544906.250000 Penalty: 4992.941406
	Iteration 23Q: 3 clusters Score -2544906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2544909.250000 Penalty: 4992.941406
	Iteration 24Q: 3 clusters Score -2544909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2544909.000000 Penalty: 4992.941406
	Iteration 25Q: 3 clusters Score -2544909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2544910.000000 Penalty: 4992.941406
	Iteration 26Q: 3 clusters Score -2544910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2544911.750000 Penalty: 4992.941406
	Iteration 27Q: 3 clusters Score -2544912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2544912.250000 Penalty: 4992.941406
	Iteration 28Q: 3 clusters Score -2544912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2544912.250000 Penalty: 4992.941406
	Iteration 29F: 3 clusters Score -2544912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43650.414062 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43650.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43824.851562 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43824.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43897.332031 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -43897.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43927.468750 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43927.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43936.484375 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43936.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43961.898438 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -43961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43974.171875 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -43974.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43987.382812 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -43987.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43993.433594 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -43993.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43994.300781 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -43994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43994.300781 Penalty: 3066.314209
	Iteration 10F: 3 clusters Score -43994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Entering Unmasked Estep 
Score: -7800710.000000 Penalty: 2780.997070
	Iteration 0F: 2 clusters Score -7800710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -7750721.000000 Penalty: 5561.994141
	Iteration 0F: 3 clusters Score -7750721 nChanged 34890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7770556.000000 Penalty: 5561.994141
	Iteration 1F: 3 clusters Score -7770556 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7771248.500000 Penalty: 5561.994141
	Iteration 2Q: 3 clusters Score -7771248 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -7772027.500000 Penalty: 5561.994141
	Iteration 3Q: 3 clusters Score -7772028 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -7773032.500000 Penalty: 5561.994141
	Iteration 4Q: 3 clusters Score -7773032 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7774741.500000 Penalty: 5561.994141
	Iteration 5Q: 3 clusters Score -7774742 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -7777285.000000 Penalty: 5561.994141
	Iteration 6F: 3 clusters Score -7777285 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -7781245.000000 Penalty: 5561.994141
	Iteration 7F: 3 clusters Score -7781245 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7786834.000000 Penalty: 5561.994141
	Iteration 8F: 3 clusters Score -7786834 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -7793431.000000 Penalty: 5561.994141
	Iteration 9F: 3 clusters Score -7793431 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -7797709.500000 Penalty: 5561.994141
	Iteration 10Q: 3 clusters Score -7797710 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -7798876.500000 Penalty: 5561.994141
	Iteration 11Q: 3 clusters Score -7798876 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -7799247.000000 Penalty: 5561.994141
	Iteration 12Q: 3 clusters Score -7799247 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -7799391.500000 Penalty: 5561.994141
	Iteration 13Q: 3 clusters Score -7799392 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -7799472.000000 Penalty: 5561.994141
	Iteration 14Q: 3 clusters Score -7799472 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -7799529.500000 Penalty: 5561.994141
	Iteration 15Q: 3 clusters Score -7799530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -7799540.000000 Penalty: 5561.994141
	Iteration 16Q: 3 clusters Score -7799540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -7799566.000000 Penalty: 5561.994141
	Iteration 17Q: 3 clusters Score -7799566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -7799564.500000 Penalty: 5561.994141
	Iteration 18Q: 3 clusters Score -7799564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -7799578.500000 Penalty: 5561.994141
	Iteration 19Q: 3 clusters Score -7799578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7799584.000000 Penalty: 5561.994141
	Iteration 20F: 3 clusters Score -7799584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7799560.500000 Penalty: 5561.994141
	Iteration 21Q: 3 clusters Score -7799560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -7799553.000000 Penalty: 5561.994141
	Iteration 22Q: 3 clusters Score -7799553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -7799549.000000 Penalty: 5561.994141
	Iteration 23Q: 3 clusters Score -7799549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -7799551.500000 Penalty: 5561.994141
	Iteration 24Q: 3 clusters Score -7799552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -7799557.000000 Penalty: 5561.994141
	Iteration 25Q: 3 clusters Score -7799557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7799550.000000 Penalty: 5561.994141
	Iteration 26Q: 3 clusters Score -7799550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -7799556.500000 Penalty: 5561.994141
	Iteration 27Q: 3 clusters Score -7799556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -7799554.000000 Penalty: 5561.994141
	Iteration 28Q: 3 clusters Score -7799554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7799552.500000 Penalty: 5561.994141
	Iteration 29Q: 3 clusters Score -7799552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7799552.500000 Penalty: 5561.994141
	Iteration 30F: 3 clusters Score -7799552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (230486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230486 members 
Entering Unmasked Estep 
Score: -24460160.000000 Penalty: 3062.290527
	Iteration 0F: 2 clusters Score -2.446016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -24308592.000000 Penalty: 6124.581055
	Iteration 0F: 3 clusters Score -2.430859e+07 nChanged 111225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -24373978.000000 Penalty: 6124.581055
	Iteration 1F: 3 clusters Score -2.437398e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118743 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -24375848.000000 Penalty: 6124.581055
	Iteration 2Q: 3 clusters Score -2.437585e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -24378192.000000 Penalty: 6124.581055
	Iteration 3Q: 3 clusters Score -2.437819e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -24382084.000000 Penalty: 6124.581055
	Iteration 4Q: 3 clusters Score -2.438208e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -24387790.000000 Penalty: 6124.581055
	Iteration 5Q: 3 clusters Score -2.438779e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134985 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -24395660.000000 Penalty: 6124.581055
	Iteration 6F: 3 clusters Score -2.439566e+07 nChanged 14874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -24405342.000000 Penalty: 6124.581055
	Iteration 7F: 3 clusters Score -2.440534e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -24415438.000000 Penalty: 6124.581055
	Iteration 8F: 3 clusters Score -2.441544e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -24424664.000000 Penalty: 6124.581055
	Iteration 9F: 3 clusters Score -2.442466e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -24431136.000000 Penalty: 6124.581055
	Iteration 10Q: 3 clusters Score -2.443114e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -24435364.000000 Penalty: 6124.581055
	Iteration 11Q: 3 clusters Score -2.443536e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -24438198.000000 Penalty: 6124.581055
	Iteration 12Q: 3 clusters Score -2.44382e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -24440414.000000 Penalty: 6124.581055
	Iteration 13Q: 3 clusters Score -2.444041e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185259 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -24442424.000000 Penalty: 6124.581055
	Iteration 14Q: 3 clusters Score -2.444242e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189641 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -24444176.000000 Penalty: 6124.581055
	Iteration 15Q: 3 clusters Score -2.444418e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193846 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -24445696.000000 Penalty: 6124.581055
	Iteration 16Q: 3 clusters Score -2.44457e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197851 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -24447314.000000 Penalty: 6124.581055
	Iteration 17Q: 3 clusters Score -2.444731e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201691 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -24448908.000000 Penalty: 6124.581055
	Iteration 18Q: 3 clusters Score -2.444891e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205302 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -24450122.000000 Penalty: 6124.581055
	Iteration 19Q: 3 clusters Score -2.445012e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208538 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -24451170.000000 Penalty: 6124.581055
	Iteration 20F: 3 clusters Score -2.445117e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211457 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -24452200.000000 Penalty: 6124.581055
	Iteration 21Q: 3 clusters Score -2.44522e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214218 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -24453252.000000 Penalty: 6124.581055
	Iteration 22Q: 3 clusters Score -2.445325e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216685 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -24454156.000000 Penalty: 6124.581055
	Iteration 23Q: 3 clusters Score -2.445416e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218815 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -24455026.000000 Penalty: 6124.581055
	Iteration 24Q: 3 clusters Score -2.445503e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220680 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -24455694.000000 Penalty: 6124.581055
	Iteration 25Q: 3 clusters Score -2.445569e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222216 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -24456286.000000 Penalty: 6124.581055
	Iteration 26Q: 3 clusters Score -2.445629e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223458 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -24456910.000000 Penalty: 6124.581055
	Iteration 27Q: 3 clusters Score -2.445691e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224462 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -24457582.000000 Penalty: 6124.581055
	Iteration 28Q: 3 clusters Score -2.445758e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225181 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -24458228.000000 Penalty: 6124.581055
	Iteration 29Q: 3 clusters Score -2.445823e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225613 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -24458696.000000 Penalty: 6124.581055
	Iteration 30Q: 3 clusters Score -2.44587e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225834 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -24458970.000000 Penalty: 6124.581055
	Iteration 31Q: 3 clusters Score -2.445897e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225939 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -24459124.000000 Penalty: 6124.581055
	Iteration 32Q: 3 clusters Score -2.445912e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225996 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -24459228.000000 Penalty: 6124.581055
	Iteration 33Q: 3 clusters Score -2.445923e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226021 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -24459316.000000 Penalty: 6124.581055
	Iteration 34Q: 3 clusters Score -2.445932e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226006 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -24459366.000000 Penalty: 6124.581055
	Iteration 35Q: 3 clusters Score -2.445937e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225996 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -24459394.000000 Penalty: 6124.581055
	Iteration 36Q: 3 clusters Score -2.445939e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225977 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -24459354.000000 Penalty: 6124.581055
	Iteration 37Q: 3 clusters Score -2.445935e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225965 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -24459410.000000 Penalty: 6124.581055
	Iteration 38Q: 3 clusters Score -2.445941e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225948 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -24459408.000000 Penalty: 6124.581055
	Iteration 39Q: 3 clusters Score -2.445941e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225932 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -24459434.000000 Penalty: 6124.581055
	Iteration 40F: 3 clusters Score -2.445943e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225904 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -24459456.000000 Penalty: 6124.581055
	Iteration 41Q: 3 clusters Score -2.445946e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225875 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -24459506.000000 Penalty: 6124.581055
	Iteration 42Q: 3 clusters Score -2.445951e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225841 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -24459502.000000 Penalty: 6124.581055
	Iteration 43Q: 3 clusters Score -2.44595e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225812 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -24459514.000000 Penalty: 6124.581055
	Iteration 44Q: 3 clusters Score -2.445951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225793 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -24459546.000000 Penalty: 6124.581055
	Iteration 45Q: 3 clusters Score -2.445955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225781 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -24459540.000000 Penalty: 6124.581055
	Iteration 46Q: 3 clusters Score -2.445954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225776 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -24459574.000000 Penalty: 6124.581055
	Iteration 47Q: 3 clusters Score -2.445957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225772 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -24459564.000000 Penalty: 6124.581055
	Iteration 48Q: 3 clusters Score -2.445956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225753 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -24459554.000000 Penalty: 6124.581055
	Iteration 49Q: 3 clusters Score -2.445955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225746 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -24459570.000000 Penalty: 6124.581055
	Iteration 50Q: 3 clusters Score -2.445957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225740 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -24459556.000000 Penalty: 6124.581055
	Iteration 51Q: 3 clusters Score -2.445956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225728 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -24459582.000000 Penalty: 6124.581055
	Iteration 52Q: 3 clusters Score -2.445958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225712 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -24459548.000000 Penalty: 6124.581055
	Iteration 53Q: 3 clusters Score -2.445955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225697 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -24459554.000000 Penalty: 6124.581055
	Iteration 54Q: 3 clusters Score -2.445955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225680 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -24459568.000000 Penalty: 6124.581055
	Iteration 55Q: 3 clusters Score -2.445957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225670 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -24459576.000000 Penalty: 6124.581055
	Iteration 56Q: 3 clusters Score -2.445958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225659 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -24459562.000000 Penalty: 6124.581055
	Iteration 57Q: 3 clusters Score -2.445956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225651 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -24459572.000000 Penalty: 6124.581055
	Iteration 58Q: 3 clusters Score -2.445957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225647 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -24459580.000000 Penalty: 6124.581055
	Iteration 59Q: 3 clusters Score -2.445958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225643 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -24459594.000000 Penalty: 6124.581055
	Iteration 60F: 3 clusters Score -2.445959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225640 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -24459596.000000 Penalty: 6124.581055
	Iteration 61Q: 3 clusters Score -2.44596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225635 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -24459580.000000 Penalty: 6124.581055
	Iteration 62Q: 3 clusters Score -2.445958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225626 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -24459586.000000 Penalty: 6124.581055
	Iteration 63Q: 3 clusters Score -2.445959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225620 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -24459568.000000 Penalty: 6124.581055
	Iteration 64Q: 3 clusters Score -2.445957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225610 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -24459566.000000 Penalty: 6124.581055
	Iteration 65Q: 3 clusters Score -2.445957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225605 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -24459568.000000 Penalty: 6124.581055
	Iteration 66Q: 3 clusters Score -2.445957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225601 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -24459562.000000 Penalty: 6124.581055
	Iteration 67Q: 3 clusters Score -2.445956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225599 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -24459576.000000 Penalty: 6124.581055
	Iteration 68Q: 3 clusters Score -2.445958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225601 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -24459568.000000 Penalty: 6124.581055
	Iteration 69Q: 3 clusters Score -2.445957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225599 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -24459564.000000 Penalty: 6124.581055
	Iteration 70Q: 3 clusters Score -2.445956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225597 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -24459568.000000 Penalty: 6124.581055
	Iteration 71Q: 3 clusters Score -2.445957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225593 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -24459570.000000 Penalty: 6124.581055
	Iteration 72Q: 3 clusters Score -2.445957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225588 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -24459576.000000 Penalty: 6124.581055
	Iteration 73Q: 3 clusters Score -2.445958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225580 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -24459582.000000 Penalty: 6124.581055
	Iteration 74Q: 3 clusters Score -2.445958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225579 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -24459562.000000 Penalty: 6124.581055
	Iteration 75Q: 3 clusters Score -2.445956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225579 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -24459558.000000 Penalty: 6124.581055
	Iteration 76Q: 3 clusters Score -2.445956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225580 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -24459562.000000 Penalty: 6124.581055
	Iteration 77Q: 3 clusters Score -2.445956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225580 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -24459562.000000 Penalty: 6124.581055
	Iteration 78F: 3 clusters Score -2.445956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Entering Unmasked Estep 
Score: -2748898.000000 Penalty: 2542.503418
	Iteration 0F: 2 clusters Score -2748898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2729494.500000 Penalty: 5085.006836
	Iteration 0F: 3 clusters Score -2729494 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2736726.250000 Penalty: 5085.006836
	Iteration 1F: 3 clusters Score -2736726 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2737464.250000 Penalty: 5085.006836
	Iteration 2F: 3 clusters Score -2737464 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2738220.000000 Penalty: 5085.006836
	Iteration 3F: 3 clusters Score -2738220 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2739003.250000 Penalty: 5085.006836
	Iteration 4F: 3 clusters Score -2739003 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2739931.500000 Penalty: 5085.006836
	Iteration 5F: 3 clusters Score -2739932 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2740976.500000 Penalty: 5085.006836
	Iteration 6F: 3 clusters Score -2740976 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2742202.500000 Penalty: 5085.006836
	Iteration 7F: 3 clusters Score -2742202 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2743377.500000 Penalty: 5085.006836
	Iteration 8Q: 3 clusters Score -2743378 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2744374.500000 Penalty: 5085.006836
	Iteration 9Q: 3 clusters Score -2744374 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2745111.250000 Penalty: 5085.006836
	Iteration 10Q: 3 clusters Score -2745111 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2745681.750000 Penalty: 5085.006836
	Iteration 11Q: 3 clusters Score -2745682 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2746075.750000 Penalty: 5085.006836
	Iteration 12Q: 3 clusters Score -2746076 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2746437.000000 Penalty: 5085.006836
	Iteration 13Q: 3 clusters Score -2746437 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2746755.750000 Penalty: 5085.006836
	Iteration 14Q: 3 clusters Score -2746756 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2746997.000000 Penalty: 5085.006836
	Iteration 15Q: 3 clusters Score -2746997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2747196.250000 Penalty: 5085.006836
	Iteration 16Q: 3 clusters Score -2747196 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2747317.500000 Penalty: 5085.006836
	Iteration 17Q: 3 clusters Score -2747318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2747397.500000 Penalty: 5085.006836
	Iteration 18Q: 3 clusters Score -2747398 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2747452.000000 Penalty: 5085.006836
	Iteration 19Q: 3 clusters Score -2747452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2747510.750000 Penalty: 5085.006836
	Iteration 20F: 3 clusters Score -2747511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2747583.000000 Penalty: 5085.006836
	Iteration 21Q: 3 clusters Score -2747583 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2747634.750000 Penalty: 5085.006836
	Iteration 22Q: 3 clusters Score -2747635 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2747681.250000 Penalty: 5085.006836
	Iteration 23Q: 3 clusters Score -2747681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2747712.250000 Penalty: 5085.006836
	Iteration 24Q: 3 clusters Score -2747712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2747734.500000 Penalty: 5085.006836
	Iteration 25Q: 3 clusters Score -2747734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2747767.000000 Penalty: 5085.006836
	Iteration 26Q: 3 clusters Score -2747767 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2747790.250000 Penalty: 5085.006836
	Iteration 27Q: 3 clusters Score -2747790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2747807.750000 Penalty: 5085.006836
	Iteration 28Q: 3 clusters Score -2747808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2747822.000000 Penalty: 5085.006836
	Iteration 29Q: 3 clusters Score -2747822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2747841.250000 Penalty: 5085.006836
	Iteration 30Q: 3 clusters Score -2747841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2747853.000000 Penalty: 5085.006836
	Iteration 31Q: 3 clusters Score -2747853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2747865.250000 Penalty: 5085.006836
	Iteration 32Q: 3 clusters Score -2747865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2747879.750000 Penalty: 5085.006836
	Iteration 33Q: 3 clusters Score -2747880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2747899.250000 Penalty: 5085.006836
	Iteration 34Q: 3 clusters Score -2747899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2747904.750000 Penalty: 5085.006836
	Iteration 35Q: 3 clusters Score -2747905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2747920.500000 Penalty: 5085.006836
	Iteration 36Q: 3 clusters Score -2747920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2747929.000000 Penalty: 5085.006836
	Iteration 37Q: 3 clusters Score -2747929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2747936.500000 Penalty: 5085.006836
	Iteration 38Q: 3 clusters Score -2747936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2747938.500000 Penalty: 5085.006836
	Iteration 39Q: 3 clusters Score -2747938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2747946.250000 Penalty: 5085.006836
	Iteration 40F: 3 clusters Score -2747946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2747958.750000 Penalty: 5085.006836
	Iteration 41Q: 3 clusters Score -2747959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2747962.500000 Penalty: 5085.006836
	Iteration 42Q: 3 clusters Score -2747962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2747962.250000 Penalty: 5085.006836
	Iteration 43Q: 3 clusters Score -2747962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2747963.250000 Penalty: 5085.006836
	Iteration 44Q: 3 clusters Score -2747963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2747959.250000 Penalty: 5085.006836
	Iteration 45Q: 3 clusters Score -2747959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2747965.250000 Penalty: 5085.006836
	Iteration 46Q: 3 clusters Score -2747965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2747961.750000 Penalty: 5085.006836
	Iteration 47Q: 3 clusters Score -2747962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2747962.000000 Penalty: 5085.006836
	Iteration 48Q: 3 clusters Score -2747962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2747963.250000 Penalty: 5085.006836
	Iteration 49Q: 3 clusters Score -2747963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2747963.250000 Penalty: 5085.006836
	Iteration 50Q: 3 clusters Score -2747963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2747972.750000 Penalty: 5085.006836
	Iteration 51Q: 3 clusters Score -2747973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2747976.500000 Penalty: 5085.006836
	Iteration 52Q: 3 clusters Score -2747976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2747976.250000 Penalty: 5085.006836
	Iteration 53Q: 3 clusters Score -2747976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2747977.500000 Penalty: 5085.006836
	Iteration 54Q: 3 clusters Score -2747978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2747978.250000 Penalty: 5085.006836
	Iteration 55Q: 3 clusters Score -2747978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2747976.500000 Penalty: 5085.006836
	Iteration 56Q: 3 clusters Score -2747976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2747976.500000 Penalty: 5085.006836
	Iteration 57F: 3 clusters Score -2747976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
Score: -1123732.875000 Penalty: 2305.149414
	Iteration 0F: 2 clusters Score -1123733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1115501.750000 Penalty: 4610.298828
	Iteration 0F: 3 clusters Score -1115502 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1117907.500000 Penalty: 4610.298828
	Iteration 1F: 3 clusters Score -1117908 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1118253.750000 Penalty: 4610.298828
	Iteration 2F: 3 clusters Score -1118254 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1118490.000000 Penalty: 4610.298828
	Iteration 3F: 3 clusters Score -1118490 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1118667.250000 Penalty: 4610.298828
	Iteration 4Q: 3 clusters Score -1118667 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1118822.250000 Penalty: 4610.298828
	Iteration 5Q: 3 clusters Score -1118822 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1118944.625000 Penalty: 4610.298828
	Iteration 6Q: 3 clusters Score -1118945 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1119064.250000 Penalty: 4610.298828
	Iteration 7Q: 3 clusters Score -1119064 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1119222.125000 Penalty: 4610.298828
	Iteration 8Q: 3 clusters Score -1119222 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1119399.375000 Penalty: 4610.298828
	Iteration 9Q: 3 clusters Score -1119399 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1119623.375000 Penalty: 4610.298828
	Iteration 10Q: 3 clusters Score -1119623 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1119880.125000 Penalty: 4610.298828
	Iteration 11Q: 3 clusters Score -1119880 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1120146.625000 Penalty: 4610.298828
	Iteration 12Q: 3 clusters Score -1120147 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1120404.750000 Penalty: 4610.298828
	Iteration 13Q: 3 clusters Score -1120405 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1120685.000000 Penalty: 4610.298828
	Iteration 14Q: 3 clusters Score -1120685 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1120931.625000 Penalty: 4610.298828
	Iteration 15Q: 3 clusters Score -1120932 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1121169.750000 Penalty: 4610.298828
	Iteration 16Q: 3 clusters Score -1121170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1121347.375000 Penalty: 4610.298828
	Iteration 17Q: 3 clusters Score -1121347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1121480.625000 Penalty: 4610.298828
	Iteration 18Q: 3 clusters Score -1121481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1121568.125000 Penalty: 4610.298828
	Iteration 19Q: 3 clusters Score -1121568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1121623.625000 Penalty: 4610.298828
	Iteration 20F: 3 clusters Score -1121624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1121658.250000 Penalty: 4610.298828
	Iteration 21Q: 3 clusters Score -1121658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1121690.500000 Penalty: 4610.298828
	Iteration 22Q: 3 clusters Score -1121690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1121705.000000 Penalty: 4610.298828
	Iteration 23Q: 3 clusters Score -1121705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1121711.750000 Penalty: 4610.298828
	Iteration 24Q: 3 clusters Score -1121712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1121718.250000 Penalty: 4610.298828
	Iteration 25Q: 3 clusters Score -1121718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1121723.500000 Penalty: 4610.298828
	Iteration 26Q: 3 clusters Score -1121724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1121730.625000 Penalty: 4610.298828
	Iteration 27Q: 3 clusters Score -1121731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1121734.250000 Penalty: 4610.298828
	Iteration 28Q: 3 clusters Score -1121734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1121741.625000 Penalty: 4610.298828
	Iteration 29Q: 3 clusters Score -1121742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1121745.000000 Penalty: 4610.298828
	Iteration 30Q: 3 clusters Score -1121745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1121747.625000 Penalty: 4610.298828
	Iteration 31Q: 3 clusters Score -1121748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1121747.500000 Penalty: 4610.298828
	Iteration 32Q: 3 clusters Score -1121748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1121747.500000 Penalty: 4610.298828
	Iteration 33Q: 3 clusters Score -1121748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1121748.875000 Penalty: 4610.298828
	Iteration 34Q: 3 clusters Score -1121749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1121750.250000 Penalty: 4610.298828
	Iteration 35Q: 3 clusters Score -1121750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1121755.125000 Penalty: 4610.298828
	Iteration 36Q: 3 clusters Score -1121755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1121754.875000 Penalty: 4610.298828
	Iteration 37Q: 3 clusters Score -1121755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1121757.125000 Penalty: 4610.298828
	Iteration 38Q: 3 clusters Score -1121757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1121755.250000 Penalty: 4610.298828
	Iteration 39Q: 3 clusters Score -1121755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1121757.625000 Penalty: 4610.298828
	Iteration 40F: 3 clusters Score -1121758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1121758.250000 Penalty: 4610.298828
	Iteration 41Q: 3 clusters Score -1121758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1121759.000000 Penalty: 4610.298828
	Iteration 42Q: 3 clusters Score -1121759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1121762.125000 Penalty: 4610.298828
	Iteration 43Q: 3 clusters Score -1121762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1121763.250000 Penalty: 4610.298828
	Iteration 44Q: 3 clusters Score -1121763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1121766.250000 Penalty: 4610.298828
	Iteration 45Q: 3 clusters Score -1121766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1121767.500000 Penalty: 4610.298828
	Iteration 46Q: 3 clusters Score -1121768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1121769.625000 Penalty: 4610.298828
	Iteration 47Q: 3 clusters Score -1121770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1121774.125000 Penalty: 4610.298828
	Iteration 48Q: 3 clusters Score -1121774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1121780.750000 Penalty: 4610.298828
	Iteration 49Q: 3 clusters Score -1121781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1121782.875000 Penalty: 4610.298828
	Iteration 50Q: 3 clusters Score -1121783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1121784.875000 Penalty: 4610.298828
	Iteration 51Q: 3 clusters Score -1121785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1121785.125000 Penalty: 4610.298828
	Iteration 52Q: 3 clusters Score -1121785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1121785.125000 Penalty: 4610.298828
	Iteration 53F: 3 clusters Score -1121785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -266230.843750 Penalty: 1988.046997
	Iteration 0F: 2 clusters Score -266230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -262980.937500 Penalty: 3976.093994
	Iteration 0F: 3 clusters Score -262980.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -263631.343750 Penalty: 3976.093994
	Iteration 1F: 3 clusters Score -263631.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -263793.875000 Penalty: 3976.093994
	Iteration 2F: 3 clusters Score -263793.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -263887.500000 Penalty: 3976.093994
	Iteration 3Q: 3 clusters Score -263887.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -263954.375000 Penalty: 3976.093994
	Iteration 4Q: 3 clusters Score -263954.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -264025.781250 Penalty: 3976.093994
	Iteration 5Q: 3 clusters Score -264025.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -264077.156250 Penalty: 3976.093994
	Iteration 6Q: 3 clusters Score -264077.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -264115.156250 Penalty: 3976.093994
	Iteration 7Q: 3 clusters Score -264115.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -264135.218750 Penalty: 3976.093994
	Iteration 8Q: 3 clusters Score -264135.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -264147.718750 Penalty: 3976.093994
	Iteration 9Q: 3 clusters Score -264147.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -264156.250000 Penalty: 3976.093994
	Iteration 10Q: 3 clusters Score -264156.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -264161.281250 Penalty: 3976.093994
	Iteration 11Q: 3 clusters Score -264161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -264163.843750 Penalty: 3976.093994
	Iteration 12Q: 3 clusters Score -264163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -264168.812500 Penalty: 3976.093994
	Iteration 13Q: 3 clusters Score -264168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -264170.593750 Penalty: 3976.093994
	Iteration 14Q: 3 clusters Score -264170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -264171.343750 Penalty: 3976.093994
	Iteration 15Q: 3 clusters Score -264171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -264171.968750 Penalty: 3976.093994
	Iteration 16Q: 3 clusters Score -264172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -264172.656250 Penalty: 3976.093994
	Iteration 17Q: 3 clusters Score -264172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -264173.750000 Penalty: 3976.093994
	Iteration 18Q: 3 clusters Score -264173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -264174.687500 Penalty: 3976.093994
	Iteration 19Q: 3 clusters Score -264174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -264175.312500 Penalty: 3976.093994
	Iteration 20F: 3 clusters Score -264175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -264176.843750 Penalty: 3976.093994
	Iteration 21Q: 3 clusters Score -264176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264176.906250 Penalty: 3976.093994
	Iteration 22Q: 3 clusters Score -264176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264177.312500 Penalty: 3976.093994
	Iteration 23Q: 3 clusters Score -264177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264177.312500 Penalty: 3976.093994
	Iteration 24F: 3 clusters Score -264177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352215 members 
Entering Unmasked Estep 
Score: -37445780.000000 Penalty: 3167.455322
	Iteration 0F: 2 clusters Score -3.744578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 176142 members 
Entering Unmasked Estep 
Score: -37222064.000000 Penalty: 6334.910645
	Iteration 0F: 3 clusters Score -3.722206e+07 nChanged 171141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 179467 members 
Entering Unmasked Estep 
Score: -37326052.000000 Penalty: 6334.910645
	Iteration 1F: 3 clusters Score -3.732605e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171380 members 
Mstep: Class 2 contains 180835 members 
Entering Unmasked Estep 
Score: -37328312.000000 Penalty: 6334.910645
	Iteration 2Q: 3 clusters Score -3.732831e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 182728 members 
Entering Unmasked Estep 
Score: -37330972.000000 Penalty: 6334.910645
	Iteration 3Q: 3 clusters Score -3.733097e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -37335364.000000 Penalty: 6334.910645
	Iteration 4Q: 3 clusters Score -3.733536e+07 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163704 members 
Mstep: Class 2 contains 188511 members 
Entering Unmasked Estep 
Score: -37342420.000000 Penalty: 6334.910645
	Iteration 5Q: 3 clusters Score -3.734242e+07 nChanged 18864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Mstep: Class 2 contains 192137 members 
Entering Unmasked Estep 
Score: -37354288.000000 Penalty: 6334.910645
	Iteration 6F: 3 clusters Score -3.735429e+07 nChanged 22393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 195636 members 
Entering Unmasked Estep 
Score: -37371444.000000 Penalty: 6334.910645
	Iteration 7F: 3 clusters Score -3.737144e+07 nChanged 22862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 198032 members 
Entering Unmasked Estep 
Score: -37386260.000000 Penalty: 6334.910645
	Iteration 8F: 3 clusters Score -3.738626e+07 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152613 members 
Mstep: Class 2 contains 199602 members 
Entering Unmasked Estep 
Score: -37393440.000000 Penalty: 6334.910645
	Iteration 9Q: 3 clusters Score -3.739344e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 201132 members 
Entering Unmasked Estep 
Score: -37395020.000000 Penalty: 6334.910645
	Iteration 10Q: 3 clusters Score -3.739502e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149479 members 
Mstep: Class 2 contains 202736 members 
Entering Unmasked Estep 
Score: -37395724.000000 Penalty: 6334.910645
	Iteration 11Q: 3 clusters Score -3.739572e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 204296 members 
Entering Unmasked Estep 
Score: -37395908.000000 Penalty: 6334.910645
	Iteration 12Q: 3 clusters Score -3.739591e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 205942 members 
Entering Unmasked Estep 
Score: -37396200.000000 Penalty: 6334.910645
	Iteration 13Q: 3 clusters Score -3.73962e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144592 members 
Mstep: Class 2 contains 207623 members 
Entering Unmasked Estep 
Score: -37396076.000000 Penalty: 6334.910645
	Iteration 14Q: 3 clusters Score -3.739608e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 209399 members 
Entering Unmasked Estep 
Score: -37396532.000000 Penalty: 6334.910645
	Iteration 15Q: 3 clusters Score -3.739653e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 211273 members 
Entering Unmasked Estep 
Score: -37396844.000000 Penalty: 6334.910645
	Iteration 16Q: 3 clusters Score -3.739684e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139071 members 
Mstep: Class 2 contains 213144 members 
Entering Unmasked Estep 
Score: -37397104.000000 Penalty: 6334.910645
	Iteration 17Q: 3 clusters Score -3.73971e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 215071 members 
Entering Unmasked Estep 
Score: -37397528.000000 Penalty: 6334.910645
	Iteration 18Q: 3 clusters Score -3.739753e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 217002 members 
Entering Unmasked Estep 
Score: -37397748.000000 Penalty: 6334.910645
	Iteration 19Q: 3 clusters Score -3.739775e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133246 members 
Mstep: Class 2 contains 218969 members 
Entering Unmasked Estep 
Score: -37398064.000000 Penalty: 6334.910645
	Iteration 20F: 3 clusters Score -3.739806e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 221005 members 
Entering Unmasked Estep 
Score: -37398284.000000 Penalty: 6334.910645
	Iteration 21Q: 3 clusters Score -3.739828e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 223057 members 
Entering Unmasked Estep 
Score: -37398632.000000 Penalty: 6334.910645
	Iteration 22Q: 3 clusters Score -3.739863e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 225077 members 
Entering Unmasked Estep 
Score: -37398940.000000 Penalty: 6334.910645
	Iteration 23Q: 3 clusters Score -3.739894e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 227195 members 
Entering Unmasked Estep 
Score: -37399108.000000 Penalty: 6334.910645
	Iteration 24Q: 3 clusters Score -3.739911e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122955 members 
Mstep: Class 2 contains 229260 members 
Entering Unmasked Estep 
Score: -37399316.000000 Penalty: 6334.910645
	Iteration 25Q: 3 clusters Score -3.739932e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 231379 members 
Entering Unmasked Estep 
Score: -37399564.000000 Penalty: 6334.910645
	Iteration 26Q: 3 clusters Score -3.739956e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 233468 members 
Entering Unmasked Estep 
Score: -37399732.000000 Penalty: 6334.910645
	Iteration 27Q: 3 clusters Score -3.739973e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 235619 members 
Entering Unmasked Estep 
Score: -37400216.000000 Penalty: 6334.910645
	Iteration 28Q: 3 clusters Score -3.740022e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 237843 members 
Entering Unmasked Estep 
Score: -37400616.000000 Penalty: 6334.910645
	Iteration 29Q: 3 clusters Score -3.740062e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 240097 members 
Entering Unmasked Estep 
Score: -37401248.000000 Penalty: 6334.910645
	Iteration 30Q: 3 clusters Score -3.740125e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 242510 members 
Entering Unmasked Estep 
Score: -37401972.000000 Penalty: 6334.910645
	Iteration 31Q: 3 clusters Score -3.740197e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 244967 members 
Entering Unmasked Estep 
Score: -37402508.000000 Penalty: 6334.910645
	Iteration 32Q: 3 clusters Score -3.740251e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104838 members 
Mstep: Class 2 contains 247377 members 
Entering Unmasked Estep 
Score: -37403104.000000 Penalty: 6334.910645
	Iteration 33Q: 3 clusters Score -3.74031e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 249920 members 
Entering Unmasked Estep 
Score: -37403888.000000 Penalty: 6334.910645
	Iteration 34Q: 3 clusters Score -3.740389e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 252471 members 
Entering Unmasked Estep 
Score: -37404272.000000 Penalty: 6334.910645
	Iteration 35Q: 3 clusters Score -3.740427e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 255055 members 
Entering Unmasked Estep 
Score: -37404832.000000 Penalty: 6334.910645
	Iteration 36Q: 3 clusters Score -3.740483e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 257757 members 
Entering Unmasked Estep 
Score: -37405508.000000 Penalty: 6334.910645
	Iteration 37Q: 3 clusters Score -3.740551e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 260628 members 
Entering Unmasked Estep 
Score: -37406244.000000 Penalty: 6334.910645
	Iteration 38Q: 3 clusters Score -3.740624e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 263675 members 
Entering Unmasked Estep 
Score: -37406832.000000 Penalty: 6334.910645
	Iteration 39Q: 3 clusters Score -3.740683e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 266797 members 
Entering Unmasked Estep 
Score: -37408000.000000 Penalty: 6334.910645
	Iteration 40F: 3 clusters Score -3.7408e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 270070 members 
Entering Unmasked Estep 
Score: -37408880.000000 Penalty: 6334.910645
	Iteration 41Q: 3 clusters Score -3.740888e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 273520 members 
Entering Unmasked Estep 
Score: -37409836.000000 Penalty: 6334.910645
	Iteration 42Q: 3 clusters Score -3.740984e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 277041 members 
Entering Unmasked Estep 
Score: -37410888.000000 Penalty: 6334.910645
	Iteration 43Q: 3 clusters Score -3.741089e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 280658 members 
Entering Unmasked Estep 
Score: -37412244.000000 Penalty: 6334.910645
	Iteration 44Q: 3 clusters Score -3.741224e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 284412 members 
Entering Unmasked Estep 
Score: -37413612.000000 Penalty: 6334.910645
	Iteration 45Q: 3 clusters Score -3.741361e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 288266 members 
Entering Unmasked Estep 
Score: -37415272.000000 Penalty: 6334.910645
	Iteration 46Q: 3 clusters Score -3.741527e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 292203 members 
Entering Unmasked Estep 
Score: -37416944.000000 Penalty: 6334.910645
	Iteration 47Q: 3 clusters Score -3.741694e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 296223 members 
Entering Unmasked Estep 
Score: -37418652.000000 Penalty: 6334.910645
	Iteration 48Q: 3 clusters Score -3.741865e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 300367 members 
Entering Unmasked Estep 
Score: -37420520.000000 Penalty: 6334.910645
	Iteration 49Q: 3 clusters Score -3.742052e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 304552 members 
Entering Unmasked Estep 
Score: -37422580.000000 Penalty: 6334.910645
	Iteration 50Q: 3 clusters Score -3.742258e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 308731 members 
Entering Unmasked Estep 
Score: -37425020.000000 Penalty: 6334.910645
	Iteration 51Q: 3 clusters Score -3.742502e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 312822 members 
Entering Unmasked Estep 
Score: -37427116.000000 Penalty: 6334.910645
	Iteration 52Q: 3 clusters Score -3.742712e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 316964 members 
Entering Unmasked Estep 
Score: -37429416.000000 Penalty: 6334.910645
	Iteration 53Q: 3 clusters Score -3.742942e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 320852 members 
Entering Unmasked Estep 
Score: -37431804.000000 Penalty: 6334.910645
	Iteration 54Q: 3 clusters Score -3.74318e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 324519 members 
Entering Unmasked Estep 
Score: -37433464.000000 Penalty: 6334.910645
	Iteration 55Q: 3 clusters Score -3.743346e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 327958 members 
Entering Unmasked Estep 
Score: -37434928.000000 Penalty: 6334.910645
	Iteration 56Q: 3 clusters Score -3.743493e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 331092 members 
Entering Unmasked Estep 
Score: -37436268.000000 Penalty: 6334.910645
	Iteration 57Q: 3 clusters Score -3.743627e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 333854 members 
Entering Unmasked Estep 
Score: -37437248.000000 Penalty: 6334.910645
	Iteration 58Q: 3 clusters Score -3.743725e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 336406 members 
Entering Unmasked Estep 
Score: -37438112.000000 Penalty: 6334.910645
	Iteration 59Q: 3 clusters Score -3.743811e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 338666 members 
Entering Unmasked Estep 
Score: -37438992.000000 Penalty: 6334.910645
	Iteration 60F: 3 clusters Score -3.743899e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 340672 members 
Entering Unmasked Estep 
Score: -37439732.000000 Penalty: 6334.910645
	Iteration 61Q: 3 clusters Score -3.743973e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 342439 members 
Entering Unmasked Estep 
Score: -37440492.000000 Penalty: 6334.910645
	Iteration 62Q: 3 clusters Score -3.744049e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 343971 members 
Entering Unmasked Estep 
Score: -37441180.000000 Penalty: 6334.910645
	Iteration 63Q: 3 clusters Score -3.744118e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 345279 members 
Entering Unmasked Estep 
Score: -37441504.000000 Penalty: 6334.910645
	Iteration 64Q: 3 clusters Score -3.74415e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 346392 members 
Entering Unmasked Estep 
Score: -37441832.000000 Penalty: 6334.910645
	Iteration 65Q: 3 clusters Score -3.744183e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 347293 members 
Entering Unmasked Estep 
Score: -37442064.000000 Penalty: 6334.910645
	Iteration 66Q: 3 clusters Score -3.744206e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 348043 members 
Entering Unmasked Estep 
Score: -37442336.000000 Penalty: 6334.910645
	Iteration 67Q: 3 clusters Score -3.744234e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 348633 members 
Entering Unmasked Estep 
Score: -37442488.000000 Penalty: 6334.910645
	Iteration 68Q: 3 clusters Score -3.744249e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 349101 members 
Entering Unmasked Estep 
Score: -37442688.000000 Penalty: 6334.910645
	Iteration 69Q: 3 clusters Score -3.744269e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 349452 members 
Entering Unmasked Estep 
Score: -37442844.000000 Penalty: 6334.910645
	Iteration 70Q: 3 clusters Score -3.744284e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 349720 members 
Entering Unmasked Estep 
Score: -37442952.000000 Penalty: 6334.910645
	Iteration 71Q: 3 clusters Score -3.744295e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 349952 members 
Entering Unmasked Estep 
Score: -37443024.000000 Penalty: 6334.910645
	Iteration 72Q: 3 clusters Score -3.744302e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 350154 members 
Entering Unmasked Estep 
Score: -37443136.000000 Penalty: 6334.910645
	Iteration 73Q: 3 clusters Score -3.744314e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 350305 members 
Entering Unmasked Estep 
Score: -37443152.000000 Penalty: 6334.910645
	Iteration 74Q: 3 clusters Score -3.744315e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 350406 members 
Entering Unmasked Estep 
Score: -37443080.000000 Penalty: 6334.910645
	Iteration 75Q: 3 clusters Score -3.744308e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 350494 members 
Entering Unmasked Estep 
Score: -37443140.000000 Penalty: 6334.910645
	Iteration 76Q: 3 clusters Score -3.744314e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 350561 members 
Entering Unmasked Estep 
Score: -37443128.000000 Penalty: 6334.910645
	Iteration 77Q: 3 clusters Score -3.744313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 350627 members 
Entering Unmasked Estep 
Score: -37443180.000000 Penalty: 6334.910645
	Iteration 78Q: 3 clusters Score -3.744318e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 350678 members 
Entering Unmasked Estep 
Score: -37443192.000000 Penalty: 6334.910645
	Iteration 79Q: 3 clusters Score -3.744319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 350724 members 
Entering Unmasked Estep 
Score: -37443172.000000 Penalty: 6334.910645
	Iteration 80F: 3 clusters Score -3.744317e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 350766 members 
Entering Unmasked Estep 
Score: -37443160.000000 Penalty: 6334.910645
	Iteration 81Q: 3 clusters Score -3.744316e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 350810 members 
Entering Unmasked Estep 
Score: -37443192.000000 Penalty: 6334.910645
	Iteration 82Q: 3 clusters Score -3.744319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 350853 members 
Entering Unmasked Estep 
Score: -37443180.000000 Penalty: 6334.910645
	Iteration 83Q: 3 clusters Score -3.744318e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 350892 members 
Entering Unmasked Estep 
Score: -37443200.000000 Penalty: 6334.910645
	Iteration 84Q: 3 clusters Score -3.74432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 350924 members 
Entering Unmasked Estep 
Score: -37443240.000000 Penalty: 6334.910645
	Iteration 85Q: 3 clusters Score -3.744324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 350945 members 
Entering Unmasked Estep 
Score: -37443284.000000 Penalty: 6334.910645
	Iteration 86Q: 3 clusters Score -3.744328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 350971 members 
Entering Unmasked Estep 
Score: -37443312.000000 Penalty: 6334.910645
	Iteration 87Q: 3 clusters Score -3.744331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 350982 members 
Entering Unmasked Estep 
Score: -37443280.000000 Penalty: 6334.910645
	Iteration 88Q: 3 clusters Score -3.744328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 351002 members 
Entering Unmasked Estep 
Score: -37443292.000000 Penalty: 6334.910645
	Iteration 89Q: 3 clusters Score -3.744329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 351013 members 
Entering Unmasked Estep 
Score: -37443304.000000 Penalty: 6334.910645
	Iteration 90Q: 3 clusters Score -3.74433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 351022 members 
Entering Unmasked Estep 
Score: -37443288.000000 Penalty: 6334.910645
	Iteration 91Q: 3 clusters Score -3.744329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 351026 members 
Entering Unmasked Estep 
Score: -37443284.000000 Penalty: 6334.910645
	Iteration 92Q: 3 clusters Score -3.744328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 351037 members 
Entering Unmasked Estep 
Score: -37443260.000000 Penalty: 6334.910645
	Iteration 93Q: 3 clusters Score -3.744326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 351044 members 
Entering Unmasked Estep 
Score: -37443276.000000 Penalty: 6334.910645
	Iteration 94Q: 3 clusters Score -3.744328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 351056 members 
Entering Unmasked Estep 
Score: -37443304.000000 Penalty: 6334.910645
	Iteration 95Q: 3 clusters Score -3.74433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 351062 members 
Entering Unmasked Estep 
Score: -37443316.000000 Penalty: 6334.910645
	Iteration 96Q: 3 clusters Score -3.744332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 351064 members 
Entering Unmasked Estep 
Score: -37443328.000000 Penalty: 6334.910645
	Iteration 97Q: 3 clusters Score -3.744333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 351072 members 
Entering Unmasked Estep 
Score: -37443304.000000 Penalty: 6334.910645
	Iteration 98Q: 3 clusters Score -3.74433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 351075 members 
Entering Unmasked Estep 
Score: -37443324.000000 Penalty: 6334.910645
	Iteration 99Q: 3 clusters Score -3.744332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 351079 members 
Entering Unmasked Estep 
Score: -37443328.000000 Penalty: 6334.910645
	Iteration 100F: 3 clusters Score -3.744333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 351082 members 
Entering Unmasked Estep 
Score: -37443320.000000 Penalty: 6334.910645
	Iteration 101Q: 3 clusters Score -3.744332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 351084 members 
Entering Unmasked Estep 
Score: -37443312.000000 Penalty: 6334.910645
	Iteration 102Q: 3 clusters Score -3.744331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 351088 members 
Entering Unmasked Estep 
Score: -37443312.000000 Penalty: 6334.910645
	Iteration 103Q: 3 clusters Score -3.744331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 351090 members 
Entering Unmasked Estep 
Score: -37443316.000000 Penalty: 6334.910645
	Iteration 104Q: 3 clusters Score -3.744332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 351095 members 
Entering Unmasked Estep 
Score: -37443328.000000 Penalty: 6334.910645
	Iteration 105Q: 3 clusters Score -3.744333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 351096 members 
Entering Unmasked Estep 
Score: -37443336.000000 Penalty: 6334.910645
	Iteration 106Q: 3 clusters Score -3.744334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 351096 members 
Entering Unmasked Estep 
Score: -37443336.000000 Penalty: 6334.910645
	Iteration 107F: 3 clusters Score -3.744334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -33858.664062 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33858.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32485.566406 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32485.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32619.275391 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32619.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32678.244141 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -32678.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32698.265625 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32698.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32717.195312 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32726.585938 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -32726.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32726.585938 Penalty: 2919.507568
	Iteration 6F: 3 clusters Score -32726.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (328528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328528 members 
Entering Unmasked Estep 
Score: -34884724.000000 Penalty: 3150.189453
	Iteration 0F: 2 clusters Score -3.488472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -34668960.000000 Penalty: 6300.378906
	Iteration 0F: 3 clusters Score -3.466896e+07 nChanged 159317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -34763404.000000 Penalty: 6300.378906
	Iteration 1F: 3 clusters Score -3.47634e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -34764480.000000 Penalty: 6300.378906
	Iteration 2Q: 3 clusters Score -3.476448e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143227 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -34766568.000000 Penalty: 6300.378906
	Iteration 3Q: 3 clusters Score -3.476657e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 197661 members 
Entering Unmasked Estep 
Score: -34771360.000000 Penalty: 6300.378906
	Iteration 4Q: 3 clusters Score -3.477136e+07 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 216583 members 
Entering Unmasked Estep 
Score: -34781060.000000 Penalty: 6300.378906
	Iteration 5F: 3 clusters Score -3.478106e+07 nChanged 27019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 243596 members 
Entering Unmasked Estep 
Score: -34800188.000000 Penalty: 6300.378906
	Iteration 6F: 3 clusters Score -3.480019e+07 nChanged 32725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 276321 members 
Entering Unmasked Estep 
Score: -34829852.000000 Penalty: 6300.378906
	Iteration 7F: 3 clusters Score -3.482985e+07 nChanged 29223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 305544 members 
Entering Unmasked Estep 
Score: -34859692.000000 Penalty: 6300.378906
	Iteration 8F: 3 clusters Score -3.485969e+07 nChanged 16293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 321837 members 
Entering Unmasked Estep 
Score: -34876256.000000 Penalty: 6300.378906
	Iteration 9Q: 3 clusters Score -3.487626e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 327038 members 
Entering Unmasked Estep 
Score: -34880544.000000 Penalty: 6300.378906
	Iteration 10Q: 3 clusters Score -3.488054e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 328117 members 
Entering Unmasked Estep 
Score: -34881476.000000 Penalty: 6300.378906
	Iteration 11Q: 3 clusters Score -3.488148e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 328316 members 
Entering Unmasked Estep 
Score: -34881700.000000 Penalty: 6300.378906
	Iteration 12Q: 3 clusters Score -3.48817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 328354 members 
Entering Unmasked Estep 
Score: -34881792.000000 Penalty: 6300.378906
	Iteration 13Q: 3 clusters Score -3.488179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 328375 members 
Entering Unmasked Estep 
Score: -34881836.000000 Penalty: 6300.378906
	Iteration 14Q: 3 clusters Score -3.488184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 328379 members 
Entering Unmasked Estep 
Score: -34881868.000000 Penalty: 6300.378906
	Iteration 15Q: 3 clusters Score -3.488187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 328383 members 
Entering Unmasked Estep 
Score: -34881880.000000 Penalty: 6300.378906
	Iteration 16Q: 3 clusters Score -3.488188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 328388 members 
Entering Unmasked Estep 
Score: -34881896.000000 Penalty: 6300.378906
	Iteration 17Q: 3 clusters Score -3.48819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 328391 members 
Entering Unmasked Estep 
Score: -34881912.000000 Penalty: 6300.378906
	Iteration 18Q: 3 clusters Score -3.488191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 328392 members 
Entering Unmasked Estep 
Score: -34881904.000000 Penalty: 6300.378906
	Iteration 19Q: 3 clusters Score -3.48819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 328391 members 
Entering Unmasked Estep 
Score: -34881916.000000 Penalty: 6300.378906
	Iteration 20F: 3 clusters Score -3.488192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -899038.625000 Penalty: 2245.198242
	Iteration 0F: 2 clusters Score -899038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -892328.875000 Penalty: 4490.396484
	Iteration 0F: 3 clusters Score -892328.9 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -894147.062500 Penalty: 4490.396484
	Iteration 1F: 3 clusters Score -894147.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -894388.812500 Penalty: 4490.396484
	Iteration 2F: 3 clusters Score -894388.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -894543.625000 Penalty: 4490.396484
	Iteration 3Q: 3 clusters Score -894543.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -894664.750000 Penalty: 4490.396484
	Iteration 4Q: 3 clusters Score -894664.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -894774.062500 Penalty: 4490.396484
	Iteration 5Q: 3 clusters Score -894774.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -894854.062500 Penalty: 4490.396484
	Iteration 6Q: 3 clusters Score -894854.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -894925.437500 Penalty: 4490.396484
	Iteration 7Q: 3 clusters Score -894925.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -894995.437500 Penalty: 4490.396484
	Iteration 8Q: 3 clusters Score -894995.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -895072.000000 Penalty: 4490.396484
	Iteration 9Q: 3 clusters Score -895072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -895141.875000 Penalty: 4490.396484
	Iteration 10Q: 3 clusters Score -895141.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -895228.187500 Penalty: 4490.396484
	Iteration 11Q: 3 clusters Score -895228.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -895318.000000 Penalty: 4490.396484
	Iteration 12Q: 3 clusters Score -895318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -895422.250000 Penalty: 4490.396484
	Iteration 13Q: 3 clusters Score -895422.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -895554.250000 Penalty: 4490.396484
	Iteration 14Q: 3 clusters Score -895554.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -895689.437500 Penalty: 4490.396484
	Iteration 15Q: 3 clusters Score -895689.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -895827.625000 Penalty: 4490.396484
	Iteration 16Q: 3 clusters Score -895827.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -895961.375000 Penalty: 4490.396484
	Iteration 17Q: 3 clusters Score -895961.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -896091.875000 Penalty: 4490.396484
	Iteration 18Q: 3 clusters Score -896091.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -896201.937500 Penalty: 4490.396484
	Iteration 19Q: 3 clusters Score -896201.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -896317.687500 Penalty: 4490.396484
	Iteration 20F: 3 clusters Score -896317.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -896411.812500 Penalty: 4490.396484
	Iteration 21Q: 3 clusters Score -896411.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -896494.687500 Penalty: 4490.396484
	Iteration 22Q: 3 clusters Score -896494.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -896587.562500 Penalty: 4490.396484
	Iteration 23Q: 3 clusters Score -896587.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -896665.500000 Penalty: 4490.396484
	Iteration 24Q: 3 clusters Score -896665.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -896721.375000 Penalty: 4490.396484
	Iteration 25Q: 3 clusters Score -896721.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -896768.687500 Penalty: 4490.396484
	Iteration 26Q: 3 clusters Score -896768.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -896811.562500 Penalty: 4490.396484
	Iteration 27Q: 3 clusters Score -896811.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -896846.812500 Penalty: 4490.396484
	Iteration 28Q: 3 clusters Score -896846.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -896879.875000 Penalty: 4490.396484
	Iteration 29Q: 3 clusters Score -896879.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -896898.312500 Penalty: 4490.396484
	Iteration 30Q: 3 clusters Score -896898.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -896929.125000 Penalty: 4490.396484
	Iteration 31Q: 3 clusters Score -896929.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -896960.687500 Penalty: 4490.396484
	Iteration 32Q: 3 clusters Score -896960.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -896994.187500 Penalty: 4490.396484
	Iteration 33Q: 3 clusters Score -896994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -897011.375000 Penalty: 4490.396484
	Iteration 34Q: 3 clusters Score -897011.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -897025.375000 Penalty: 4490.396484
	Iteration 35Q: 3 clusters Score -897025.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -897038.312500 Penalty: 4490.396484
	Iteration 36Q: 3 clusters Score -897038.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -897047.687500 Penalty: 4490.396484
	Iteration 37Q: 3 clusters Score -897047.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -897056.250000 Penalty: 4490.396484
	Iteration 38Q: 3 clusters Score -897056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -897066.000000 Penalty: 4490.396484
	Iteration 39Q: 3 clusters Score -897066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -897067.625000 Penalty: 4490.396484
	Iteration 40F: 3 clusters Score -897067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -897073.250000 Penalty: 4490.396484
	Iteration 41Q: 3 clusters Score -897073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -897077.062500 Penalty: 4490.396484
	Iteration 42Q: 3 clusters Score -897077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -897087.625000 Penalty: 4490.396484
	Iteration 43Q: 3 clusters Score -897087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -897092.250000 Penalty: 4490.396484
	Iteration 44Q: 3 clusters Score -897092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -897096.875000 Penalty: 4490.396484
	Iteration 45Q: 3 clusters Score -897096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -897100.312500 Penalty: 4490.396484
	Iteration 46Q: 3 clusters Score -897100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -897101.812500 Penalty: 4490.396484
	Iteration 47Q: 3 clusters Score -897101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -897103.375000 Penalty: 4490.396484
	Iteration 48Q: 3 clusters Score -897103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -897106.062500 Penalty: 4490.396484
	Iteration 49Q: 3 clusters Score -897106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -897106.437500 Penalty: 4490.396484
	Iteration 50Q: 3 clusters Score -897106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -897108.062500 Penalty: 4490.396484
	Iteration 51Q: 3 clusters Score -897108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -897107.375000 Penalty: 4490.396484
	Iteration 52Q: 3 clusters Score -897107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -897108.562500 Penalty: 4490.396484
	Iteration 53Q: 3 clusters Score -897108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -897108.875000 Penalty: 4490.396484
	Iteration 54Q: 3 clusters Score -897108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -897109.875000 Penalty: 4490.396484
	Iteration 55Q: 3 clusters Score -897109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -897111.062500 Penalty: 4490.396484
	Iteration 56Q: 3 clusters Score -897111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -897113.312500 Penalty: 4490.396484
	Iteration 57Q: 3 clusters Score -897113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -897116.187500 Penalty: 4490.396484
	Iteration 58Q: 3 clusters Score -897116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -897117.187500 Penalty: 4490.396484
	Iteration 59Q: 3 clusters Score -897117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -897119.562500 Penalty: 4490.396484
	Iteration 60F: 3 clusters Score -897119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -897123.625000 Penalty: 4490.396484
	Iteration 61Q: 3 clusters Score -897123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -897123.625000 Penalty: 4490.396484
	Iteration 62Q: 3 clusters Score -897123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -897124.125000 Penalty: 4490.396484
	Iteration 63Q: 3 clusters Score -897124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -897124.125000 Penalty: 4490.396484
	Iteration 64F: 3 clusters Score -897124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -100013.828125 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -100013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -98067.023438 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -98067.02 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98307.132812 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -98307.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98392.390625 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -98392.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98424.867188 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -98424.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98442.257812 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -98442.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98449.187500 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -98449.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98458.242188 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -98458.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98461.187500 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -98461.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98463.062500 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -98463.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98463.804688 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -98463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98466.234375 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -98466.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98466.234375 Penalty: 3432.653076
	Iteration 11F: 3 clusters Score -98466.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Entering Unmasked Estep 
Score: -13715064.000000 Penalty: 2916.666992
	Iteration 0F: 2 clusters Score -1.371506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -13629271.000000 Penalty: 5833.333984
	Iteration 0F: 3 clusters Score -1.362927e+07 nChanged 60827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -13665029.000000 Penalty: 5833.333984
	Iteration 1F: 3 clusters Score -1.366503e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -13666487.000000 Penalty: 5833.333984
	Iteration 2Q: 3 clusters Score -1.366649e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -13668837.000000 Penalty: 5833.333984
	Iteration 3Q: 3 clusters Score -1.366884e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -13673090.000000 Penalty: 5833.333984
	Iteration 4F: 3 clusters Score -1.367309e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -13680173.000000 Penalty: 5833.333984
	Iteration 5F: 3 clusters Score -1.368017e+07 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -13690369.000000 Penalty: 5833.333984
	Iteration 6F: 3 clusters Score -1.369037e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -13701134.000000 Penalty: 5833.333984
	Iteration 7F: 3 clusters Score -1.370113e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -13708009.000000 Penalty: 5833.333984
	Iteration 8F: 3 clusters Score -1.370801e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 125742 members 
Entering Unmasked Estep 
Score: -13710948.000000 Penalty: 5833.333984
	Iteration 9Q: 3 clusters Score -1.371095e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 126778 members 
Entering Unmasked Estep 
Score: -13711982.000000 Penalty: 5833.333984
	Iteration 10Q: 3 clusters Score -1.371198e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -13712392.000000 Penalty: 5833.333984
	Iteration 11Q: 3 clusters Score -1.371239e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 127242 members 
Entering Unmasked Estep 
Score: -13712566.000000 Penalty: 5833.333984
	Iteration 12Q: 3 clusters Score -1.371257e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -13712672.000000 Penalty: 5833.333984
	Iteration 13Q: 3 clusters Score -1.371267e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -13712719.000000 Penalty: 5833.333984
	Iteration 14Q: 3 clusters Score -1.371272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -13712793.000000 Penalty: 5833.333984
	Iteration 15Q: 3 clusters Score -1.371279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -13712836.000000 Penalty: 5833.333984
	Iteration 16Q: 3 clusters Score -1.371284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -13712856.000000 Penalty: 5833.333984
	Iteration 17Q: 3 clusters Score -1.371286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -13712871.000000 Penalty: 5833.333984
	Iteration 18Q: 3 clusters Score -1.371287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -13712873.000000 Penalty: 5833.333984
	Iteration 19Q: 3 clusters Score -1.371287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -13712875.000000 Penalty: 5833.333984
	Iteration 20F: 3 clusters Score -1.371288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 127358 members 
Entering Unmasked Estep 
Score: -13712902.000000 Penalty: 5833.333984
	Iteration 21Q: 3 clusters Score -1.37129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -13712931.000000 Penalty: 5833.333984
	Iteration 22Q: 3 clusters Score -1.371293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -13712944.000000 Penalty: 5833.333984
	Iteration 23Q: 3 clusters Score -1.371294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -13712947.000000 Penalty: 5833.333984
	Iteration 24Q: 3 clusters Score -1.371295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -13712958.000000 Penalty: 5833.333984
	Iteration 25Q: 3 clusters Score -1.371296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -13712948.000000 Penalty: 5833.333984
	Iteration 26Q: 3 clusters Score -1.371295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -13712965.000000 Penalty: 5833.333984
	Iteration 27Q: 3 clusters Score -1.371296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -13712967.000000 Penalty: 5833.333984
	Iteration 28Q: 3 clusters Score -1.371297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 127366 members 
Entering Unmasked Estep 
Score: -13712962.000000 Penalty: 5833.333984
	Iteration 29Q: 3 clusters Score -1.371296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 127366 members 
Entering Unmasked Estep 
Score: -13712962.000000 Penalty: 5833.333984
	Iteration 30F: 3 clusters Score -1.371296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Entering Unmasked Estep 
Score: -5707182.500000 Penalty: 2697.090332
	Iteration 0F: 2 clusters Score -5707182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -5671451.500000 Penalty: 5394.180664
	Iteration 0F: 3 clusters Score -5671452 nChanged 24534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5685057.000000 Penalty: 5394.180664
	Iteration 1F: 3 clusters Score -5685057 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -5685627.500000 Penalty: 5394.180664
	Iteration 2Q: 3 clusters Score -5685628 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5686176.000000 Penalty: 5394.180664
	Iteration 3Q: 3 clusters Score -5686176 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5686825.500000 Penalty: 5394.180664
	Iteration 4Q: 3 clusters Score -5686826 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5687665.500000 Penalty: 5394.180664
	Iteration 5Q: 3 clusters Score -5687666 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5688926.000000 Penalty: 5394.180664
	Iteration 6Q: 3 clusters Score -5688926 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5690787.000000 Penalty: 5394.180664
	Iteration 7F: 3 clusters Score -5690787 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -5693340.500000 Penalty: 5394.180664
	Iteration 8F: 3 clusters Score -5693340 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5696556.500000 Penalty: 5394.180664
	Iteration 9F: 3 clusters Score -5696556 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5699172.500000 Penalty: 5394.180664
	Iteration 10F: 3 clusters Score -5699172 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5700755.000000 Penalty: 5394.180664
	Iteration 11Q: 3 clusters Score -5700755 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -5701573.000000 Penalty: 5394.180664
	Iteration 12Q: 3 clusters Score -5701573 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5702154.500000 Penalty: 5394.180664
	Iteration 13Q: 3 clusters Score -5702154 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -5702590.500000 Penalty: 5394.180664
	Iteration 14Q: 3 clusters Score -5702590 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -5702944.500000 Penalty: 5394.180664
	Iteration 15Q: 3 clusters Score -5702944 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -5703191.500000 Penalty: 5394.180664
	Iteration 16Q: 3 clusters Score -5703192 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5703490.000000 Penalty: 5394.180664
	Iteration 17Q: 3 clusters Score -5703490 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -5703693.500000 Penalty: 5394.180664
	Iteration 18Q: 3 clusters Score -5703694 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5703871.500000 Penalty: 5394.180664
	Iteration 19Q: 3 clusters Score -5703872 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5704038.500000 Penalty: 5394.180664
	Iteration 20F: 3 clusters Score -5704038 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5704136.500000 Penalty: 5394.180664
	Iteration 21Q: 3 clusters Score -5704136 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -5704263.500000 Penalty: 5394.180664
	Iteration 22Q: 3 clusters Score -5704264 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5704420.500000 Penalty: 5394.180664
	Iteration 23Q: 3 clusters Score -5704420 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -5704545.500000 Penalty: 5394.180664
	Iteration 24Q: 3 clusters Score -5704546 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5704671.000000 Penalty: 5394.180664
	Iteration 25Q: 3 clusters Score -5704671 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5704804.500000 Penalty: 5394.180664
	Iteration 26Q: 3 clusters Score -5704804 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5704857.000000 Penalty: 5394.180664
	Iteration 27Q: 3 clusters Score -5704857 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5704951.000000 Penalty: 5394.180664
	Iteration 28Q: 3 clusters Score -5704951 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5705011.000000 Penalty: 5394.180664
	Iteration 29Q: 3 clusters Score -5705011 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5705059.500000 Penalty: 5394.180664
	Iteration 30Q: 3 clusters Score -5705060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5705144.000000 Penalty: 5394.180664
	Iteration 31Q: 3 clusters Score -5705144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5705193.000000 Penalty: 5394.180664
	Iteration 32Q: 3 clusters Score -5705193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5705217.500000 Penalty: 5394.180664
	Iteration 33Q: 3 clusters Score -5705218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5705249.000000 Penalty: 5394.180664
	Iteration 34Q: 3 clusters Score -5705249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5705284.000000 Penalty: 5394.180664
	Iteration 35Q: 3 clusters Score -5705284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5705294.500000 Penalty: 5394.180664
	Iteration 36Q: 3 clusters Score -5705294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5705324.000000 Penalty: 5394.180664
	Iteration 37Q: 3 clusters Score -5705324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5705324.500000 Penalty: 5394.180664
	Iteration 38Q: 3 clusters Score -5705324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5705334.500000 Penalty: 5394.180664
	Iteration 39Q: 3 clusters Score -5705334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5705344.500000 Penalty: 5394.180664
	Iteration 40F: 3 clusters Score -5705344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5705372.500000 Penalty: 5394.180664
	Iteration 41Q: 3 clusters Score -5705372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5705375.500000 Penalty: 5394.180664
	Iteration 42Q: 3 clusters Score -5705376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5705397.000000 Penalty: 5394.180664
	Iteration 43Q: 3 clusters Score -5705397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5705421.000000 Penalty: 5394.180664
	Iteration 44Q: 3 clusters Score -5705421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5705421.000000 Penalty: 5394.180664
	Iteration 45Q: 3 clusters Score -5705421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5705428.000000 Penalty: 5394.180664
	Iteration 46Q: 3 clusters Score -5705428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5705440.000000 Penalty: 5394.180664
	Iteration 47Q: 3 clusters Score -5705440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5705445.500000 Penalty: 5394.180664
	Iteration 48Q: 3 clusters Score -5705446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5705458.500000 Penalty: 5394.180664
	Iteration 49Q: 3 clusters Score -5705458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5705474.000000 Penalty: 5394.180664
	Iteration 50Q: 3 clusters Score -5705474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5705472.500000 Penalty: 5394.180664
	Iteration 51Q: 3 clusters Score -5705472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5705484.000000 Penalty: 5394.180664
	Iteration 52Q: 3 clusters Score -5705484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5705493.500000 Penalty: 5394.180664
	Iteration 53Q: 3 clusters Score -5705494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5705497.500000 Penalty: 5394.180664
	Iteration 54Q: 3 clusters Score -5705498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5705497.000000 Penalty: 5394.180664
	Iteration 55Q: 3 clusters Score -5705497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5705498.000000 Penalty: 5394.180664
	Iteration 56Q: 3 clusters Score -5705498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5705501.000000 Penalty: 5394.180664
	Iteration 57Q: 3 clusters Score -5705501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5705509.500000 Penalty: 5394.180664
	Iteration 58Q: 3 clusters Score -5705510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5705501.500000 Penalty: 5394.180664
	Iteration 59Q: 3 clusters Score -5705502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5705510.500000 Penalty: 5394.180664
	Iteration 60F: 3 clusters Score -5705510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5705502.500000 Penalty: 5394.180664
	Iteration 61Q: 3 clusters Score -5705502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5705511.000000 Penalty: 5394.180664
	Iteration 62Q: 3 clusters Score -5705511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5705510.000000 Penalty: 5394.180664
	Iteration 63Q: 3 clusters Score -5705510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5705511.000000 Penalty: 5394.180664
	Iteration 64Q: 3 clusters Score -5705511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5705512.500000 Penalty: 5394.180664
	Iteration 65Q: 3 clusters Score -5705512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5705512.500000 Penalty: 5394.180664
	Iteration 66Q: 3 clusters Score -5705512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5705513.500000 Penalty: 5394.180664
	Iteration 67Q: 3 clusters Score -5705514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5705514.500000 Penalty: 5394.180664
	Iteration 68Q: 3 clusters Score -5705514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5705515.500000 Penalty: 5394.180664
	Iteration 69Q: 3 clusters Score -5705516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5705517.500000 Penalty: 5394.180664
	Iteration 70Q: 3 clusters Score -5705518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5705514.500000 Penalty: 5394.180664
	Iteration 71Q: 3 clusters Score -5705514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5705515.000000 Penalty: 5394.180664
	Iteration 72Q: 3 clusters Score -5705515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5705510.000000 Penalty: 5394.180664
	Iteration 73Q: 3 clusters Score -5705510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5705513.500000 Penalty: 5394.180664
	Iteration 74Q: 3 clusters Score -5705514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5705519.000000 Penalty: 5394.180664
	Iteration 75Q: 3 clusters Score -5705519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5705519.000000 Penalty: 5394.180664
	Iteration 76F: 3 clusters Score -5705519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -79448.031250 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -79448.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77607.148438 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -77607.15 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77858.812500 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -77858.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77935.406250 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -77935.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77977.554688 Penalty: 3360.014893
	Iteration 3Q: 3 clusters Score -77977.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78019.492188 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -78019.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78064.414062 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -78064.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78123.359375 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -78123.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78182.781250 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -78182.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78231.226562 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -78231.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78320.695312 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -78320.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78392.765625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -78392.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78462.226562 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -78462.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78511.937500 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -78511.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78557.851562 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -78557.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78598.281250 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -78598.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78625.445312 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -78625.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78656.460938 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -78656.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78710.679688 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -78710.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78785.601562 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -78785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78855.453125 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -78855.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78905.726562 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -78905.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78960.328125 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -78960.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78999.835938 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -78999.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79036.507812 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -79036.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79100.148438 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -79100.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79170.210938 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -79170.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79273.984375 Penalty: 3360.014893
	Iteration 26Q: 3 clusters Score -79273.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79539.296875 Penalty: 3360.014893
	Iteration 27Q: 3 clusters Score -79539.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79953.453125 Penalty: 3360.014893
	Iteration 28Q: 3 clusters Score -79953.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79959.007812 Penalty: 3360.014893
	Iteration 29Q: 3 clusters Score -79959.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79960.390625 Penalty: 3360.014893
	Iteration 30Q: 3 clusters Score -79960.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79964.625000 Penalty: 3360.014893
	Iteration 31F: 3 clusters Score -79964.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79971.984375 Penalty: 3360.014893
	Iteration 32Q: 3 clusters Score -79971.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79974.781250 Penalty: 3360.014893
	Iteration 33Q: 3 clusters Score -79974.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79978.968750 Penalty: 3360.014893
	Iteration 34Q: 3 clusters Score -79978.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79981.164062 Penalty: 3360.014893
	Iteration 35Q: 3 clusters Score -79981.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79981.164062 Penalty: 3360.014893
	Iteration 36F: 3 clusters Score -79981.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 137219 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49972 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74139 members 
Mstep: Class 12 contains 230486 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 352215 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328528 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 52858 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 49903 members 
Mstep: Class 28 contains 455 members 
Entering Unmasked Estep 
Score: -158413712.000000 Penalty: 98863.570312
Splitting cluster 23 changes total score from -158413568.000000 to -158413712.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28190.736328 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28190.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28305.220703 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28305.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28347.470703 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28347.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28350.824219 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28350.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28350.824219 Penalty: 2876.350098
	Iteration 4F: 3 clusters Score -28350.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Entering Unmasked Estep 
Score: -1572566.125000 Penalty: 2382.410889
	Iteration 0F: 2 clusters Score -1572566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1561839.875000 Penalty: 4764.821777
	Iteration 0F: 3 clusters Score -1561840 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1565604.375000 Penalty: 4764.821777
	Iteration 1F: 3 clusters Score -1565604 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1566307.875000 Penalty: 4764.821777
	Iteration 2F: 3 clusters Score -1566308 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1566951.000000 Penalty: 4764.821777
	Iteration 3F: 3 clusters Score -1566951 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1567537.500000 Penalty: 4764.821777
	Iteration 4F: 3 clusters Score -1567538 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1568103.750000 Penalty: 4764.821777
	Iteration 5F: 3 clusters Score -1568104 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1568612.750000 Penalty: 4764.821777
	Iteration 6F: 3 clusters Score -1568613 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1569032.250000 Penalty: 4764.821777
	Iteration 7Q: 3 clusters Score -1569032 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1569352.375000 Penalty: 4764.821777
	Iteration 8Q: 3 clusters Score -1569352 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1569580.500000 Penalty: 4764.821777
	Iteration 9Q: 3 clusters Score -1569580 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1569746.000000 Penalty: 4764.821777
	Iteration 10Q: 3 clusters Score -1569746 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1569872.500000 Penalty: 4764.821777
	Iteration 11Q: 3 clusters Score -1569872 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1569951.875000 Penalty: 4764.821777
	Iteration 12Q: 3 clusters Score -1569952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1570012.250000 Penalty: 4764.821777
	Iteration 13Q: 3 clusters Score -1570012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1570065.000000 Penalty: 4764.821777
	Iteration 14Q: 3 clusters Score -1570065 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1570110.500000 Penalty: 4764.821777
	Iteration 15Q: 3 clusters Score -1570110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1570152.750000 Penalty: 4764.821777
	Iteration 16Q: 3 clusters Score -1570153 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1570188.750000 Penalty: 4764.821777
	Iteration 17Q: 3 clusters Score -1570189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1570212.000000 Penalty: 4764.821777
	Iteration 18Q: 3 clusters Score -1570212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1570241.375000 Penalty: 4764.821777
	Iteration 19Q: 3 clusters Score -1570241 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1570260.500000 Penalty: 4764.821777
	Iteration 20F: 3 clusters Score -1570260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1570291.500000 Penalty: 4764.821777
	Iteration 21Q: 3 clusters Score -1570292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1570310.000000 Penalty: 4764.821777
	Iteration 22Q: 3 clusters Score -1570310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1570336.875000 Penalty: 4764.821777
	Iteration 23Q: 3 clusters Score -1570337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1570354.125000 Penalty: 4764.821777
	Iteration 24Q: 3 clusters Score -1570354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1570366.875000 Penalty: 4764.821777
	Iteration 25Q: 3 clusters Score -1570367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1570383.875000 Penalty: 4764.821777
	Iteration 26Q: 3 clusters Score -1570384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1570404.375000 Penalty: 4764.821777
	Iteration 27Q: 3 clusters Score -1570404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1570425.500000 Penalty: 4764.821777
	Iteration 28Q: 3 clusters Score -1570426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1570444.250000 Penalty: 4764.821777
	Iteration 29Q: 3 clusters Score -1570444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1570463.875000 Penalty: 4764.821777
	Iteration 30Q: 3 clusters Score -1570464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1570488.875000 Penalty: 4764.821777
	Iteration 31Q: 3 clusters Score -1570489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1570510.625000 Penalty: 4764.821777
	Iteration 32Q: 3 clusters Score -1570511 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1570536.000000 Penalty: 4764.821777
	Iteration 33Q: 3 clusters Score -1570536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1570563.750000 Penalty: 4764.821777
	Iteration 34Q: 3 clusters Score -1570564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1570589.500000 Penalty: 4764.821777
	Iteration 35Q: 3 clusters Score -1570590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1570610.500000 Penalty: 4764.821777
	Iteration 36Q: 3 clusters Score -1570610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1570635.000000 Penalty: 4764.821777
	Iteration 37Q: 3 clusters Score -1570635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1570666.125000 Penalty: 4764.821777
	Iteration 38Q: 3 clusters Score -1570666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1570717.500000 Penalty: 4764.821777
	Iteration 39Q: 3 clusters Score -1570718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1570751.250000 Penalty: 4764.821777
	Iteration 40F: 3 clusters Score -1570751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1570785.500000 Penalty: 4764.821777
	Iteration 41Q: 3 clusters Score -1570786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1570809.750000 Penalty: 4764.821777
	Iteration 42Q: 3 clusters Score -1570810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1570827.750000 Penalty: 4764.821777
	Iteration 43Q: 3 clusters Score -1570828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1570843.875000 Penalty: 4764.821777
	Iteration 44Q: 3 clusters Score -1570844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1570850.500000 Penalty: 4764.821777
	Iteration 45Q: 3 clusters Score -1570850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1570857.750000 Penalty: 4764.821777
	Iteration 46Q: 3 clusters Score -1570858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1570865.125000 Penalty: 4764.821777
	Iteration 47Q: 3 clusters Score -1570865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1570879.625000 Penalty: 4764.821777
	Iteration 48Q: 3 clusters Score -1570880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1570886.625000 Penalty: 4764.821777
	Iteration 49Q: 3 clusters Score -1570887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1570892.000000 Penalty: 4764.821777
	Iteration 50Q: 3 clusters Score -1570892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1570892.875000 Penalty: 4764.821777
	Iteration 51Q: 3 clusters Score -1570893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1570896.500000 Penalty: 4764.821777
	Iteration 52Q: 3 clusters Score -1570896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1570897.875000 Penalty: 4764.821777
	Iteration 53Q: 3 clusters Score -1570898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1570900.125000 Penalty: 4764.821777
	Iteration 54Q: 3 clusters Score -1570900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1570899.875000 Penalty: 4764.821777
	Iteration 55Q: 3 clusters Score -1570900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1570899.750000 Penalty: 4764.821777
	Iteration 56Q: 3 clusters Score -1570900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1570900.000000 Penalty: 4764.821777
	Iteration 57Q: 3 clusters Score -1570900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1570900.125000 Penalty: 4764.821777
	Iteration 58Q: 3 clusters Score -1570900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1570901.125000 Penalty: 4764.821777
	Iteration 59Q: 3 clusters Score -1570901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1570900.375000 Penalty: 4764.821777
	Iteration 60F: 3 clusters Score -1570900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1570903.500000 Penalty: 4764.821777
	Iteration 61Q: 3 clusters Score -1570904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1570903.000000 Penalty: 4764.821777
	Iteration 62Q: 3 clusters Score -1570903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1570902.500000 Penalty: 4764.821777
	Iteration 63Q: 3 clusters Score -1570902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1570907.000000 Penalty: 4764.821777
	Iteration 64Q: 3 clusters Score -1570907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1570904.125000 Penalty: 4764.821777
	Iteration 65Q: 3 clusters Score -1570904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1570908.125000 Penalty: 4764.821777
	Iteration 66Q: 3 clusters Score -1570908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1570905.750000 Penalty: 4764.821777
	Iteration 67Q: 3 clusters Score -1570906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1570912.375000 Penalty: 4764.821777
	Iteration 68Q: 3 clusters Score -1570912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1570914.875000 Penalty: 4764.821777
	Iteration 69Q: 3 clusters Score -1570915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1570913.250000 Penalty: 4764.821777
	Iteration 70Q: 3 clusters Score -1570913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1570918.750000 Penalty: 4764.821777
	Iteration 71Q: 3 clusters Score -1570919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1570922.500000 Penalty: 4764.821777
	Iteration 72Q: 3 clusters Score -1570922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1570922.875000 Penalty: 4764.821777
	Iteration 73Q: 3 clusters Score -1570923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1570922.500000 Penalty: 4764.821777
	Iteration 74Q: 3 clusters Score -1570922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1570921.500000 Penalty: 4764.821777
	Iteration 75Q: 3 clusters Score -1570922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1570915.625000 Penalty: 4764.821777
	Iteration 76Q: 3 clusters Score -1570916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1570921.125000 Penalty: 4764.821777
	Iteration 77Q: 3 clusters Score -1570921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1570923.500000 Penalty: 4764.821777
	Iteration 78Q: 3 clusters Score -1570924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1570923.875000 Penalty: 4764.821777
	Iteration 79Q: 3 clusters Score -1570924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1570925.500000 Penalty: 4764.821777
	Iteration 80F: 3 clusters Score -1570926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1570926.375000 Penalty: 4764.821777
	Iteration 81Q: 3 clusters Score -1570926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1570925.375000 Penalty: 4764.821777
	Iteration 82Q: 3 clusters Score -1570925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1570927.125000 Penalty: 4764.821777
	Iteration 83Q: 3 clusters Score -1570927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1570924.000000 Penalty: 4764.821777
	Iteration 84Q: 3 clusters Score -1570924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1570927.250000 Penalty: 4764.821777
	Iteration 85Q: 3 clusters Score -1570927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1570930.375000 Penalty: 4764.821777
	Iteration 86Q: 3 clusters Score -1570930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1570930.875000 Penalty: 4764.821777
	Iteration 87Q: 3 clusters Score -1570931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1570930.625000 Penalty: 4764.821777
	Iteration 88Q: 3 clusters Score -1570931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1570933.250000 Penalty: 4764.821777
	Iteration 89Q: 3 clusters Score -1570933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1570935.750000 Penalty: 4764.821777
	Iteration 90Q: 3 clusters Score -1570936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1570935.750000 Penalty: 4764.821777
	Iteration 91F: 3 clusters Score -1570936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -47677.906250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -47677.91 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 267 members 
Entering Unmasked Estep 
Score: -46147.066406 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -46147.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46297.472656 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -46297.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46353.773438 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -46353.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46390.675781 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -46390.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46403.597656 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -46403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46410.570312 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -46410.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46411.992188 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -46411.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46411.992188 Penalty: 3099.029297
	Iteration 7F: 3 clusters Score -46411.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 137219 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49972 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74139 members 
Mstep: Class 12 contains 230486 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 352215 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328528 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 52858 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413776.000000 Penalty: 98863.570312
Iteration 319Q: 29 clusters Score -1.584138e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 137015 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 49986 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23537 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 74102 members 
Mstep: Class 12 contains 230832 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 352390 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 328546 members 
Mstep: Class 19 contains 8594 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128112 members 
Mstep: Class 22 contains 52863 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14875 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 49522 members 
Mstep: Class 28 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414400.000000 Penalty: 98863.570312
Iteration 320F: 29 clusters Score -1.584144e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 136783 members 
Mstep: Class 4 contains 221 members 
Mstep: Class 5 contains 49991 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 73311 members 
Mstep: Class 12 contains 231137 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 352512 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328513 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128094 members 
Mstep: Class 22 contains 52879 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 50118 members 
Mstep: Class 28 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414800.000000 Penalty: 98863.570312
Iteration 321Q: 29 clusters Score -1.584148e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 136540 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 49998 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23522 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72630 members 
Mstep: Class 12 contains 231408 members 
Mstep: Class 13 contains 28339 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 352626 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328446 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128062 members 
Mstep: Class 22 contains 52894 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14858 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 50692 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415216.000000 Penalty: 98863.570312
Iteration 322Q: 29 clusters Score -1.584152e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 136262 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50011 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23523 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 72006 members 
Mstep: Class 12 contains 231684 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 352695 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328360 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 128045 members 
Mstep: Class 22 contains 52909 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14862 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 51266 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415376.000000 Penalty: 98863.570312
Iteration 323Q: 29 clusters Score -1.584154e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 135966 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50024 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23524 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71476 members 
Mstep: Class 12 contains 231959 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 352797 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328244 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 128013 members 
Mstep: Class 22 contains 52927 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14857 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 51786 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415312.000000 Penalty: 98863.570312
Iteration 324Q: 29 clusters Score -1.584153e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 135660 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50028 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23525 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 71008 members 
Mstep: Class 12 contains 232238 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 352897 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 328109 members 
Mstep: Class 19 contains 8861 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127984 members 
Mstep: Class 22 contains 52948 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14852 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 52278 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415376.000000 Penalty: 98863.570312
Iteration 325Q: 29 clusters Score -1.584154e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 135343 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50031 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23529 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70573 members 
Mstep: Class 12 contains 232498 members 
Mstep: Class 13 contains 28337 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 353054 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 327937 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 52973 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14855 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 52752 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415584.000000 Penalty: 98863.570312
Iteration 326Q: 29 clusters Score -1.584156e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 135057 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50033 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 70174 members 
Mstep: Class 12 contains 232750 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 353140 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 327777 members 
Mstep: Class 19 contains 8934 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127905 members 
Mstep: Class 22 contains 52995 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14856 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 53208 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415920.000000 Penalty: 98863.570312
Iteration 327Q: 29 clusters Score -1.584159e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 134760 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50040 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69856 members 
Mstep: Class 12 contains 232988 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 353274 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 327619 members 
Mstep: Class 19 contains 8978 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127864 members 
Mstep: Class 22 contains 52996 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14840 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 53609 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415984.000000 Penalty: 98863.570312
Iteration 328Q: 29 clusters Score -1.58416e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 134452 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50031 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23538 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69588 members 
Mstep: Class 12 contains 233228 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 353431 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 327430 members 
Mstep: Class 19 contains 9016 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127826 members 
Mstep: Class 22 contains 53016 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14828 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 53962 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415632.000000 Penalty: 98863.570312
Iteration 329Q: 29 clusters Score -1.584156e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 134132 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50030 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23534 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69314 members 
Mstep: Class 12 contains 233490 members 
Mstep: Class 13 contains 28334 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 353595 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 327293 members 
Mstep: Class 19 contains 9036 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127770 members 
Mstep: Class 22 contains 53033 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 54310 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415440.000000 Penalty: 98863.570312
Iteration 330Q: 29 clusters Score -1.584154e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 133818 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50020 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23528 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 69026 members 
Mstep: Class 12 contains 233738 members 
Mstep: Class 13 contains 28326 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 353751 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 327163 members 
Mstep: Class 19 contains 9056 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127715 members 
Mstep: Class 22 contains 53050 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14812 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 54676 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415440.000000 Penalty: 98863.570312
Iteration 331Q: 29 clusters Score -1.584154e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 133490 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50017 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23516 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68756 members 
Mstep: Class 12 contains 233982 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 353934 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 327000 members 
Mstep: Class 19 contains 9068 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127675 members 
Mstep: Class 22 contains 53066 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 55033 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415616.000000 Penalty: 98863.570312
Iteration 332Q: 29 clusters Score -1.584156e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 133175 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50026 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23513 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68526 members 
Mstep: Class 12 contains 234203 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354085 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326869 members 
Mstep: Class 19 contains 9082 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127651 members 
Mstep: Class 22 contains 53079 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 55330 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415472.000000 Penalty: 98863.570312
Iteration 333Q: 29 clusters Score -1.584155e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 132852 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50030 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23509 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68291 members 
Mstep: Class 12 contains 234374 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354245 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326781 members 
Mstep: Class 19 contains 9104 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127624 members 
Mstep: Class 22 contains 53097 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14804 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 55635 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415136.000000 Penalty: 98863.570312
Iteration 334Q: 29 clusters Score -1.584151e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 132515 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50040 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23503 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 68103 members 
Mstep: Class 12 contains 234542 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354404 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326686 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127598 members 
Mstep: Class 22 contains 53120 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 55904 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415312.000000 Penalty: 98863.570312
Iteration 335Q: 29 clusters Score -1.584153e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 132157 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50060 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23500 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67918 members 
Mstep: Class 12 contains 234711 members 
Mstep: Class 13 contains 28337 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354544 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326624 members 
Mstep: Class 19 contains 9176 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127572 members 
Mstep: Class 22 contains 53123 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 56172 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415504.000000 Penalty: 98863.570312
Iteration 336Q: 29 clusters Score -1.584155e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 131802 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50073 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23497 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67741 members 
Mstep: Class 12 contains 234878 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354699 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326601 members 
Mstep: Class 19 contains 9199 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 127522 members 
Mstep: Class 22 contains 53126 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 56435 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415520.000000 Penalty: 98863.570312
Iteration 337Q: 29 clusters Score -1.584155e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 131451 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50092 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23487 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67549 members 
Mstep: Class 12 contains 235024 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354810 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326603 members 
Mstep: Class 19 contains 9216 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 127490 members 
Mstep: Class 22 contains 53132 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 56720 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415440.000000 Penalty: 98863.570312
Iteration 338Q: 29 clusters Score -1.584154e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 131103 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50113 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23484 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67405 members 
Mstep: Class 12 contains 235185 members 
Mstep: Class 13 contains 28344 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354902 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326626 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127439 members 
Mstep: Class 22 contains 53149 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14813 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 56951 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415312.000000 Penalty: 98863.570312
Iteration 339Q: 29 clusters Score -1.584153e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 130775 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50139 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23482 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67249 members 
Mstep: Class 12 contains 235319 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354938 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326697 members 
Mstep: Class 19 contains 9242 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127397 members 
Mstep: Class 22 contains 53174 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 57159 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415040.000000 Penalty: 98863.570312
Iteration 340F: 29 clusters Score -1.58415e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 130422 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 2326 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23470 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 67116 members 
Mstep: Class 12 contains 235486 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 354985 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326772 members 
Mstep: Class 19 contains 9258 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127337 members 
Mstep: Class 22 contains 53199 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14813 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 57371 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415504.000000 Penalty: 98863.570312
Iteration 341Q: 29 clusters Score -1.584155e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 130076 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50177 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23463 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66993 members 
Mstep: Class 12 contains 235651 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 355038 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326848 members 
Mstep: Class 19 contains 9264 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127288 members 
Mstep: Class 22 contains 53213 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 57565 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415696.000000 Penalty: 98863.570312
Iteration 342Q: 29 clusters Score -1.584157e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 129743 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50204 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23456 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66875 members 
Mstep: Class 12 contains 235806 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355042 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 326946 members 
Mstep: Class 19 contains 9274 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127256 members 
Mstep: Class 22 contains 53219 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 57763 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415472.000000 Penalty: 98863.570312
Iteration 343Q: 29 clusters Score -1.584155e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 129453 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50216 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23451 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66781 members 
Mstep: Class 12 contains 235917 members 
Mstep: Class 13 contains 28356 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355030 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 327020 members 
Mstep: Class 19 contains 9278 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127236 members 
Mstep: Class 22 contains 53227 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 57958 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415472.000000 Penalty: 98863.570312
Iteration 344Q: 29 clusters Score -1.584155e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 129128 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50238 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23443 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66669 members 
Mstep: Class 12 contains 236012 members 
Mstep: Class 13 contains 28356 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355058 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 327112 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127248 members 
Mstep: Class 22 contains 53232 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14791 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58152 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415296.000000 Penalty: 98863.570312
Iteration 345Q: 29 clusters Score -1.584153e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 128819 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23432 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66582 members 
Mstep: Class 12 contains 236096 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 10854 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355121 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 327198 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127236 members 
Mstep: Class 22 contains 53261 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14783 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58316 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415056.000000 Penalty: 98863.570312
Iteration 346Q: 29 clusters Score -1.584151e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 128550 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23427 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66496 members 
Mstep: Class 12 contains 236140 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355187 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 327310 members 
Mstep: Class 19 contains 9307 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127206 members 
Mstep: Class 22 contains 53274 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14772 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58454 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415024.000000 Penalty: 98863.570312
Iteration 347Q: 29 clusters Score -1.58415e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 128247 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50278 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23421 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 236181 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355251 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 327464 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127191 members 
Mstep: Class 22 contains 53284 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14757 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58587 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415040.000000 Penalty: 98863.570312
Iteration 348Q: 29 clusters Score -1.58415e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 127950 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50295 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23416 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66315 members 
Mstep: Class 12 contains 236224 members 
Mstep: Class 13 contains 28334 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355281 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 327626 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127176 members 
Mstep: Class 22 contains 53301 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14749 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58722 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414992.000000 Penalty: 98863.570312
Iteration 349Q: 29 clusters Score -1.58415e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 127698 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50310 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23424 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66246 members 
Mstep: Class 12 contains 236243 members 
Mstep: Class 13 contains 28331 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355285 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 327777 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127153 members 
Mstep: Class 22 contains 53313 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14741 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58855 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415184.000000 Penalty: 98863.570312
Iteration 350Q: 29 clusters Score -1.584152e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 127432 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50320 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23427 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66176 members 
Mstep: Class 12 contains 236270 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355289 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 327947 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127130 members 
Mstep: Class 22 contains 53334 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14729 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 58988 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415184.000000 Penalty: 98863.570312
Iteration 351Q: 29 clusters Score -1.584152e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 127169 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50333 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23424 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66107 members 
Mstep: Class 12 contains 236323 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 10846 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355266 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328133 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 127110 members 
Mstep: Class 22 contains 53344 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14717 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59112 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414928.000000 Penalty: 98863.570312
Iteration 352Q: 29 clusters Score -1.584149e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 126899 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50356 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23423 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 66029 members 
Mstep: Class 12 contains 236369 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 14 contains 10842 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355251 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328349 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 127093 members 
Mstep: Class 22 contains 53354 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59226 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414960.000000 Penalty: 98863.570312
Iteration 353Q: 29 clusters Score -1.58415e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 126630 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50374 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23421 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65939 members 
Mstep: Class 12 contains 236427 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355246 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328551 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 127076 members 
Mstep: Class 22 contains 53359 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14689 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59338 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415280.000000 Penalty: 98863.570312
Iteration 354Q: 29 clusters Score -1.584153e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 126367 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50390 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23421 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65859 members 
Mstep: Class 12 contains 236455 members 
Mstep: Class 13 contains 28323 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355284 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328718 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 127053 members 
Mstep: Class 22 contains 53369 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59460 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415568.000000 Penalty: 98863.570312
Iteration 355Q: 29 clusters Score -1.584156e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 126118 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50410 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23424 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65782 members 
Mstep: Class 12 contains 236490 members 
Mstep: Class 13 contains 28319 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355261 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 328915 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 127026 members 
Mstep: Class 22 contains 53391 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59580 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415424.000000 Penalty: 98863.570312
Iteration 356Q: 29 clusters Score -1.584154e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 125842 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23428 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65709 members 
Mstep: Class 12 contains 236531 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355235 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 329136 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126994 members 
Mstep: Class 22 contains 53388 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14638 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59708 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415552.000000 Penalty: 98863.570312
Iteration 357Q: 29 clusters Score -1.584156e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 125582 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50473 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23429 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65640 members 
Mstep: Class 12 contains 236540 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355240 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 329306 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126970 members 
Mstep: Class 22 contains 53388 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14627 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59846 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415312.000000 Penalty: 98863.570312
Iteration 358Q: 29 clusters Score -1.584153e+08 nChanged 1188
Entering ConstructFrom: 
Score: -158415312.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (21562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Entering Unmasked Estep 
Score: -2333774.750000 Penalty: 2474.714600
	Iteration 0F: 2 clusters Score -2333775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2318631.000000 Penalty: 4949.429199
	Iteration 0F: 3 clusters Score -2318631 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2323723.250000 Penalty: 4949.429199
	Iteration 1F: 3 clusters Score -2323723 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2324086.250000 Penalty: 4949.429199
	Iteration 2F: 3 clusters Score -2324086 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2324370.500000 Penalty: 4949.429199
	Iteration 3Q: 3 clusters Score -2324370 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2324629.000000 Penalty: 4949.429199
	Iteration 4Q: 3 clusters Score -2324629 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2324895.500000 Penalty: 4949.429199
	Iteration 5Q: 3 clusters Score -2324896 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2325160.750000 Penalty: 4949.429199
	Iteration 6Q: 3 clusters Score -2325161 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2325402.500000 Penalty: 4949.429199
	Iteration 7Q: 3 clusters Score -2325402 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2325679.250000 Penalty: 4949.429199
	Iteration 8Q: 3 clusters Score -2325679 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2325956.500000 Penalty: 4949.429199
	Iteration 9Q: 3 clusters Score -2325956 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2326379.000000 Penalty: 4949.429199
	Iteration 10Q: 3 clusters Score -2326379 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2326930.500000 Penalty: 4949.429199
	Iteration 11Q: 3 clusters Score -2326930 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2327669.500000 Penalty: 4949.429199
	Iteration 12F: 3 clusters Score -2327670 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2328545.000000 Penalty: 4949.429199
	Iteration 13F: 3 clusters Score -2328545 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2329471.000000 Penalty: 4949.429199
	Iteration 14F: 3 clusters Score -2329471 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2330292.500000 Penalty: 4949.429199
	Iteration 15Q: 3 clusters Score -2330292 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2330835.250000 Penalty: 4949.429199
	Iteration 16Q: 3 clusters Score -2330835 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2331181.000000 Penalty: 4949.429199
	Iteration 17Q: 3 clusters Score -2331181 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2331385.500000 Penalty: 4949.429199
	Iteration 18Q: 3 clusters Score -2331386 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2331491.250000 Penalty: 4949.429199
	Iteration 19Q: 3 clusters Score -2331491 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2331583.500000 Penalty: 4949.429199
	Iteration 20F: 3 clusters Score -2331584 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2331650.000000 Penalty: 4949.429199
	Iteration 21Q: 3 clusters Score -2331650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2331709.500000 Penalty: 4949.429199
	Iteration 22Q: 3 clusters Score -2331710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2331746.250000 Penalty: 4949.429199
	Iteration 23Q: 3 clusters Score -2331746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2331770.000000 Penalty: 4949.429199
	Iteration 24Q: 3 clusters Score -2331770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2331790.750000 Penalty: 4949.429199
	Iteration 25Q: 3 clusters Score -2331791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2331816.250000 Penalty: 4949.429199
	Iteration 26Q: 3 clusters Score -2331816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2331819.000000 Penalty: 4949.429199
	Iteration 27Q: 3 clusters Score -2331819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2331834.000000 Penalty: 4949.429199
	Iteration 28Q: 3 clusters Score -2331834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2331840.000000 Penalty: 4949.429199
	Iteration 29Q: 3 clusters Score -2331840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2331847.750000 Penalty: 4949.429199
	Iteration 30Q: 3 clusters Score -2331848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2331850.750000 Penalty: 4949.429199
	Iteration 31Q: 3 clusters Score -2331851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2331854.500000 Penalty: 4949.429199
	Iteration 32Q: 3 clusters Score -2331854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2331862.000000 Penalty: 4949.429199
	Iteration 33Q: 3 clusters Score -2331862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2331865.750000 Penalty: 4949.429199
	Iteration 34Q: 3 clusters Score -2331866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2331869.000000 Penalty: 4949.429199
	Iteration 35Q: 3 clusters Score -2331869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2331868.000000 Penalty: 4949.429199
	Iteration 36Q: 3 clusters Score -2331868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2331873.500000 Penalty: 4949.429199
	Iteration 37Q: 3 clusters Score -2331874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2331875.750000 Penalty: 4949.429199
	Iteration 38Q: 3 clusters Score -2331876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2331872.250000 Penalty: 4949.429199
	Iteration 39Q: 3 clusters Score -2331872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2331877.500000 Penalty: 4949.429199
	Iteration 40F: 3 clusters Score -2331878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2331879.000000 Penalty: 4949.429199
	Iteration 41Q: 3 clusters Score -2331879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2331881.000000 Penalty: 4949.429199
	Iteration 42Q: 3 clusters Score -2331881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2331880.750000 Penalty: 4949.429199
	Iteration 43Q: 3 clusters Score -2331881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2331880.750000 Penalty: 4949.429199
	Iteration 44F: 3 clusters Score -2331881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -105708.804688 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -105708.8 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 564 members 
Entering Unmasked Estep 
Score: -103718.500000 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -103718.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104078.195312 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -104078.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104189.125000 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -104189.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104246.882812 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -104246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104276.710938 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -104276.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104309.039062 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -104309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104347.859375 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -104347.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104377.882812 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -104377.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104407.578125 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -104407.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104427.929688 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -104427.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104444.054688 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -104444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104457.062500 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -104457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104462.703125 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -104462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104468.390625 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -104468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104479.406250 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -104479.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104487.937500 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -104487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104488.734375 Penalty: 3472.165771
	Iteration 16Q: 3 clusters Score -104488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104489.734375 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -104489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104490.437500 Penalty: 3472.165771
	Iteration 18Q: 3 clusters Score -104490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104491.523438 Penalty: 3472.165771
	Iteration 19Q: 3 clusters Score -104491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104492.398438 Penalty: 3472.165771
	Iteration 20F: 3 clusters Score -104492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104494.148438 Penalty: 3472.165771
	Iteration 21Q: 3 clusters Score -104494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104495.492188 Penalty: 3472.165771
	Iteration 22Q: 3 clusters Score -104495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104495.492188 Penalty: 3472.165771
	Iteration 23F: 3 clusters Score -104495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (125334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Entering Unmasked Estep 
Score: -13438111.000000 Penalty: 2911.206787
	Iteration 0F: 2 clusters Score -1.343811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -13354119.000000 Penalty: 5822.413574
	Iteration 0F: 3 clusters Score -1.335412e+07 nChanged 59638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -13388344.000000 Penalty: 5822.413574
	Iteration 1F: 3 clusters Score -1.338834e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -13389454.000000 Penalty: 5822.413574
	Iteration 2Q: 3 clusters Score -1.338945e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -13390717.000000 Penalty: 5822.413574
	Iteration 3Q: 3 clusters Score -1.339072e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -13392410.000000 Penalty: 5822.413574
	Iteration 4Q: 3 clusters Score -1.339241e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -13395016.000000 Penalty: 5822.413574
	Iteration 5Q: 3 clusters Score -1.339502e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -13398491.000000 Penalty: 5822.413574
	Iteration 6F: 3 clusters Score -1.339849e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -13402828.000000 Penalty: 5822.413574
	Iteration 7F: 3 clusters Score -1.340283e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -13407941.000000 Penalty: 5822.413574
	Iteration 8F: 3 clusters Score -1.340794e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -13412665.000000 Penalty: 5822.413574
	Iteration 9F: 3 clusters Score -1.341266e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -13416429.000000 Penalty: 5822.413574
	Iteration 10F: 3 clusters Score -1.341643e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -13419115.000000 Penalty: 5822.413574
	Iteration 11Q: 3 clusters Score -1.341912e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -13420877.000000 Penalty: 5822.413574
	Iteration 12Q: 3 clusters Score -1.342088e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -13421962.000000 Penalty: 5822.413574
	Iteration 13Q: 3 clusters Score -1.342196e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -13422800.000000 Penalty: 5822.413574
	Iteration 14Q: 3 clusters Score -1.34228e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -13423654.000000 Penalty: 5822.413574
	Iteration 15Q: 3 clusters Score -1.342365e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -13424515.000000 Penalty: 5822.413574
	Iteration 16Q: 3 clusters Score -1.342452e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -13425329.000000 Penalty: 5822.413574
	Iteration 17Q: 3 clusters Score -1.342533e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -13426221.000000 Penalty: 5822.413574
	Iteration 18Q: 3 clusters Score -1.342622e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -13427303.000000 Penalty: 5822.413574
	Iteration 19Q: 3 clusters Score -1.34273e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -13428378.000000 Penalty: 5822.413574
	Iteration 20F: 3 clusters Score -1.342838e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -13429446.000000 Penalty: 5822.413574
	Iteration 21Q: 3 clusters Score -1.342945e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -13430309.000000 Penalty: 5822.413574
	Iteration 22Q: 3 clusters Score -1.343031e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -13431176.000000 Penalty: 5822.413574
	Iteration 23Q: 3 clusters Score -1.343118e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113975 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -13432101.000000 Penalty: 5822.413574
	Iteration 24Q: 3 clusters Score -1.34321e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -13432757.000000 Penalty: 5822.413574
	Iteration 25Q: 3 clusters Score -1.343276e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -13433466.000000 Penalty: 5822.413574
	Iteration 26Q: 3 clusters Score -1.343347e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117502 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -13433938.000000 Penalty: 5822.413574
	Iteration 27Q: 3 clusters Score -1.343394e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -13434409.000000 Penalty: 5822.413574
	Iteration 28Q: 3 clusters Score -1.343441e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -13434792.000000 Penalty: 5822.413574
	Iteration 29Q: 3 clusters Score -1.343479e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -13435132.000000 Penalty: 5822.413574
	Iteration 30Q: 3 clusters Score -1.343513e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -13435394.000000 Penalty: 5822.413574
	Iteration 31Q: 3 clusters Score -1.343539e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -13435621.000000 Penalty: 5822.413574
	Iteration 32Q: 3 clusters Score -1.343562e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -13435713.000000 Penalty: 5822.413574
	Iteration 33Q: 3 clusters Score -1.343571e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121347 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -13435887.000000 Penalty: 5822.413574
	Iteration 34Q: 3 clusters Score -1.343589e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121605 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -13435964.000000 Penalty: 5822.413574
	Iteration 35Q: 3 clusters Score -1.343596e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -13436055.000000 Penalty: 5822.413574
	Iteration 36Q: 3 clusters Score -1.343606e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13436123.000000 Penalty: 5822.413574
	Iteration 37Q: 3 clusters Score -1.343612e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -13436152.000000 Penalty: 5822.413574
	Iteration 38Q: 3 clusters Score -1.343615e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -13436171.000000 Penalty: 5822.413574
	Iteration 39Q: 3 clusters Score -1.343617e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122351 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -13436211.000000 Penalty: 5822.413574
	Iteration 40F: 3 clusters Score -1.343621e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13436238.000000 Penalty: 5822.413574
	Iteration 41Q: 3 clusters Score -1.343624e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -13436245.000000 Penalty: 5822.413574
	Iteration 42Q: 3 clusters Score -1.343624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -13436264.000000 Penalty: 5822.413574
	Iteration 43Q: 3 clusters Score -1.343626e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122644 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13436279.000000 Penalty: 5822.413574
	Iteration 44Q: 3 clusters Score -1.343628e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -13436285.000000 Penalty: 5822.413574
	Iteration 45Q: 3 clusters Score -1.343628e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13436282.000000 Penalty: 5822.413574
	Iteration 46Q: 3 clusters Score -1.343628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -13436304.000000 Penalty: 5822.413574
	Iteration 47Q: 3 clusters Score -1.34363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -13436301.000000 Penalty: 5822.413574
	Iteration 48Q: 3 clusters Score -1.34363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -13436351.000000 Penalty: 5822.413574
	Iteration 49Q: 3 clusters Score -1.343635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122947 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -13436367.000000 Penalty: 5822.413574
	Iteration 50Q: 3 clusters Score -1.343637e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122981 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -13436360.000000 Penalty: 5822.413574
	Iteration 51Q: 3 clusters Score -1.343636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -13436370.000000 Penalty: 5822.413574
	Iteration 52Q: 3 clusters Score -1.343637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13436376.000000 Penalty: 5822.413574
	Iteration 53Q: 3 clusters Score -1.343638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13436387.000000 Penalty: 5822.413574
	Iteration 54Q: 3 clusters Score -1.343639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123066 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -13436405.000000 Penalty: 5822.413574
	Iteration 55Q: 3 clusters Score -1.34364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -13436406.000000 Penalty: 5822.413574
	Iteration 56Q: 3 clusters Score -1.343641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -13436389.000000 Penalty: 5822.413574
	Iteration 57Q: 3 clusters Score -1.343639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -13436375.000000 Penalty: 5822.413574
	Iteration 58Q: 3 clusters Score -1.343638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -13436376.000000 Penalty: 5822.413574
	Iteration 59Q: 3 clusters Score -1.343638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123109 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -13436366.000000 Penalty: 5822.413574
	Iteration 60F: 3 clusters Score -1.343637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -13436367.000000 Penalty: 5822.413574
	Iteration 61Q: 3 clusters Score -1.343637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13436362.000000 Penalty: 5822.413574
	Iteration 62Q: 3 clusters Score -1.343636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -13436362.000000 Penalty: 5822.413574
	Iteration 63Q: 3 clusters Score -1.343636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -13436362.000000 Penalty: 5822.413574
	Iteration 64F: 3 clusters Score -1.343636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -18210.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -18210.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17036.539062 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -17036.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17102.308594 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -17102.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17125.453125 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -17125.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17139.144531 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -17139.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17139.144531 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -17139.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Entering Unmasked Estep 
Score: -5453325.500000 Penalty: 2685.743164
	Iteration 0F: 2 clusters Score -5453326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5419226.500000 Penalty: 5371.486328
	Iteration 0F: 3 clusters Score -5419226 nChanged 23403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5432160.500000 Penalty: 5371.486328
	Iteration 1F: 3 clusters Score -5432160 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -5432881.500000 Penalty: 5371.486328
	Iteration 2Q: 3 clusters Score -5432882 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5433807.500000 Penalty: 5371.486328
	Iteration 3Q: 3 clusters Score -5433808 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5435002.500000 Penalty: 5371.486328
	Iteration 4Q: 3 clusters Score -5435002 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5436790.500000 Penalty: 5371.486328
	Iteration 5F: 3 clusters Score -5436790 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5439394.000000 Penalty: 5371.486328
	Iteration 6F: 3 clusters Score -5439394 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -5442483.500000 Penalty: 5371.486328
	Iteration 7F: 3 clusters Score -5442484 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5445447.500000 Penalty: 5371.486328
	Iteration 8F: 3 clusters Score -5445448 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5447394.500000 Penalty: 5371.486328
	Iteration 9F: 3 clusters Score -5447394 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5448257.000000 Penalty: 5371.486328
	Iteration 10Q: 3 clusters Score -5448257 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -5448711.500000 Penalty: 5371.486328
	Iteration 11Q: 3 clusters Score -5448712 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5449016.000000 Penalty: 5371.486328
	Iteration 12Q: 3 clusters Score -5449016 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -5449269.000000 Penalty: 5371.486328
	Iteration 13Q: 3 clusters Score -5449269 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -5449465.000000 Penalty: 5371.486328
	Iteration 14Q: 3 clusters Score -5449465 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -5449671.500000 Penalty: 5371.486328
	Iteration 15Q: 3 clusters Score -5449672 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -5449864.000000 Penalty: 5371.486328
	Iteration 16Q: 3 clusters Score -5449864 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -5450004.500000 Penalty: 5371.486328
	Iteration 17Q: 3 clusters Score -5450004 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5450160.000000 Penalty: 5371.486328
	Iteration 18Q: 3 clusters Score -5450160 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5450289.000000 Penalty: 5371.486328
	Iteration 19Q: 3 clusters Score -5450289 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5450428.500000 Penalty: 5371.486328
	Iteration 20F: 3 clusters Score -5450428 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5450531.000000 Penalty: 5371.486328
	Iteration 21Q: 3 clusters Score -5450531 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -5450647.000000 Penalty: 5371.486328
	Iteration 22Q: 3 clusters Score -5450647 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -5450719.000000 Penalty: 5371.486328
	Iteration 23Q: 3 clusters Score -5450719 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5450803.500000 Penalty: 5371.486328
	Iteration 24Q: 3 clusters Score -5450804 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5450890.000000 Penalty: 5371.486328
	Iteration 25Q: 3 clusters Score -5450890 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -5450977.500000 Penalty: 5371.486328
	Iteration 26Q: 3 clusters Score -5450978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5451068.000000 Penalty: 5371.486328
	Iteration 27Q: 3 clusters Score -5451068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5451134.500000 Penalty: 5371.486328
	Iteration 28Q: 3 clusters Score -5451134 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5451186.000000 Penalty: 5371.486328
	Iteration 29Q: 3 clusters Score -5451186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5451252.000000 Penalty: 5371.486328
	Iteration 30Q: 3 clusters Score -5451252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5451320.000000 Penalty: 5371.486328
	Iteration 31Q: 3 clusters Score -5451320 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5451370.000000 Penalty: 5371.486328
	Iteration 32Q: 3 clusters Score -5451370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5451429.000000 Penalty: 5371.486328
	Iteration 33Q: 3 clusters Score -5451429 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5451460.500000 Penalty: 5371.486328
	Iteration 34Q: 3 clusters Score -5451460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5451485.500000 Penalty: 5371.486328
	Iteration 35Q: 3 clusters Score -5451486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5451529.000000 Penalty: 5371.486328
	Iteration 36Q: 3 clusters Score -5451529 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5451553.000000 Penalty: 5371.486328
	Iteration 37Q: 3 clusters Score -5451553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5451579.000000 Penalty: 5371.486328
	Iteration 38Q: 3 clusters Score -5451579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5451604.000000 Penalty: 5371.486328
	Iteration 39Q: 3 clusters Score -5451604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5451631.000000 Penalty: 5371.486328
	Iteration 40F: 3 clusters Score -5451631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5451638.500000 Penalty: 5371.486328
	Iteration 41Q: 3 clusters Score -5451638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5451654.000000 Penalty: 5371.486328
	Iteration 42Q: 3 clusters Score -5451654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5451675.000000 Penalty: 5371.486328
	Iteration 43Q: 3 clusters Score -5451675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5451693.000000 Penalty: 5371.486328
	Iteration 44Q: 3 clusters Score -5451693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5451698.500000 Penalty: 5371.486328
	Iteration 45Q: 3 clusters Score -5451698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5451703.500000 Penalty: 5371.486328
	Iteration 46Q: 3 clusters Score -5451704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5451720.500000 Penalty: 5371.486328
	Iteration 47Q: 3 clusters Score -5451720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5451713.000000 Penalty: 5371.486328
	Iteration 48Q: 3 clusters Score -5451713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5451720.000000 Penalty: 5371.486328
	Iteration 49Q: 3 clusters Score -5451720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5451720.500000 Penalty: 5371.486328
	Iteration 50Q: 3 clusters Score -5451720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5451726.000000 Penalty: 5371.486328
	Iteration 51Q: 3 clusters Score -5451726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5451723.000000 Penalty: 5371.486328
	Iteration 52Q: 3 clusters Score -5451723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5451727.500000 Penalty: 5371.486328
	Iteration 53Q: 3 clusters Score -5451728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5451719.000000 Penalty: 5371.486328
	Iteration 54Q: 3 clusters Score -5451719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5451729.000000 Penalty: 5371.486328
	Iteration 55Q: 3 clusters Score -5451729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5451734.500000 Penalty: 5371.486328
	Iteration 56Q: 3 clusters Score -5451734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5451730.000000 Penalty: 5371.486328
	Iteration 57Q: 3 clusters Score -5451730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5451737.500000 Penalty: 5371.486328
	Iteration 58Q: 3 clusters Score -5451738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5451726.500000 Penalty: 5371.486328
	Iteration 59Q: 3 clusters Score -5451726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5451723.500000 Penalty: 5371.486328
	Iteration 60F: 3 clusters Score -5451724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5451727.000000 Penalty: 5371.486328
	Iteration 61Q: 3 clusters Score -5451727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5451718.500000 Penalty: 5371.486328
	Iteration 62Q: 3 clusters Score -5451718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5451726.000000 Penalty: 5371.486328
	Iteration 63Q: 3 clusters Score -5451726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5451726.000000 Penalty: 5371.486328
	Iteration 64F: 3 clusters Score -5451726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -253954.921875 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -253954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -250955.781250 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -250955.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -251496.812500 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -251496.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -251632.281250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -251632.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -251706.406250 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -251706.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -251757.875000 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -251757.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -251798.515625 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -251798.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -251848.187500 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -251848.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -251889.796875 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -251889.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -251913.093750 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -251913.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -251935.156250 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -251935.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -251951.968750 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -251952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -251969.375000 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -251969.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251982.890625 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -251982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -251991.843750 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -251991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -251999.437500 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -251999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -252010.593750 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -252010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252018.265625 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -252018.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252025.125000 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -252025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252027.375000 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -252027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -252028.609375 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -252028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -252030.093750 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -252030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -252031.093750 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -252031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252031.453125 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -252031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -252032.484375 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -252032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -252034.812500 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -252034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252037.250000 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -252037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252038.843750 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -252038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -252039.578125 Penalty: 3894.616943
	Iteration 27Q: 3 clusters Score -252039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252041.296875 Penalty: 3894.616943
	Iteration 28Q: 3 clusters Score -252041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -252041.546875 Penalty: 3894.616943
	Iteration 29Q: 3 clusters Score -252041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -252043.453125 Penalty: 3894.616943
	Iteration 30Q: 3 clusters Score -252043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -252046.781250 Penalty: 3894.616943
	Iteration 31Q: 3 clusters Score -252046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252052.421875 Penalty: 3894.616943
	Iteration 32Q: 3 clusters Score -252052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -252054.140625 Penalty: 3894.616943
	Iteration 33Q: 3 clusters Score -252054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -252054.531250 Penalty: 3894.616943
	Iteration 34Q: 3 clusters Score -252054.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252055.000000 Penalty: 3894.616943
	Iteration 35Q: 3 clusters Score -252055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252055.000000 Penalty: 3894.616943
	Iteration 36F: 3 clusters Score -252055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -232647.671875 Penalty: 1915.991333
	Iteration 0F: 2 clusters Score -232647.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -229873.046875 Penalty: 3831.982666
	Iteration 0F: 3 clusters Score -229873 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -230371.500000 Penalty: 3831.982666
	Iteration 1F: 3 clusters Score -230371.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230560.171875 Penalty: 3831.982666
	Iteration 2F: 3 clusters Score -230560.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -230709.421875 Penalty: 3831.982666
	Iteration 3F: 3 clusters Score -230709.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -230843.843750 Penalty: 3831.982666
	Iteration 4Q: 3 clusters Score -230843.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -230983.906250 Penalty: 3831.982666
	Iteration 5Q: 3 clusters Score -230983.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -231124.171875 Penalty: 3831.982666
	Iteration 6Q: 3 clusters Score -231124.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -231246.687500 Penalty: 3831.982666
	Iteration 7Q: 3 clusters Score -231246.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -231341.718750 Penalty: 3831.982666
	Iteration 8Q: 3 clusters Score -231341.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231397.453125 Penalty: 3831.982666
	Iteration 9Q: 3 clusters Score -231397.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -231448.640625 Penalty: 3831.982666
	Iteration 10Q: 3 clusters Score -231448.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231492.015625 Penalty: 3831.982666
	Iteration 11Q: 3 clusters Score -231492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -231529.718750 Penalty: 3831.982666
	Iteration 12Q: 3 clusters Score -231529.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -231579.062500 Penalty: 3831.982666
	Iteration 13Q: 3 clusters Score -231579.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -231620.671875 Penalty: 3831.982666
	Iteration 14Q: 3 clusters Score -231620.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -231655.046875 Penalty: 3831.982666
	Iteration 15Q: 3 clusters Score -231655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -231677.453125 Penalty: 3831.982666
	Iteration 16Q: 3 clusters Score -231677.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -231701.875000 Penalty: 3831.982666
	Iteration 17Q: 3 clusters Score -231701.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -231727.750000 Penalty: 3831.982666
	Iteration 18Q: 3 clusters Score -231727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -231742.515625 Penalty: 3831.982666
	Iteration 19Q: 3 clusters Score -231742.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -231758.531250 Penalty: 3831.982666
	Iteration 20F: 3 clusters Score -231758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -231776.562500 Penalty: 3831.982666
	Iteration 21Q: 3 clusters Score -231776.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -231807.250000 Penalty: 3831.982666
	Iteration 22Q: 3 clusters Score -231807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -231836.765625 Penalty: 3831.982666
	Iteration 23Q: 3 clusters Score -231836.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -231858.281250 Penalty: 3831.982666
	Iteration 24Q: 3 clusters Score -231858.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -231872.796875 Penalty: 3831.982666
	Iteration 25Q: 3 clusters Score -231872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231885.437500 Penalty: 3831.982666
	Iteration 26Q: 3 clusters Score -231885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -231896.078125 Penalty: 3831.982666
	Iteration 27Q: 3 clusters Score -231896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -231904.734375 Penalty: 3831.982666
	Iteration 28Q: 3 clusters Score -231904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -231910.125000 Penalty: 3831.982666
	Iteration 29Q: 3 clusters Score -231910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -231914.375000 Penalty: 3831.982666
	Iteration 30Q: 3 clusters Score -231914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -231918.328125 Penalty: 3831.982666
	Iteration 31Q: 3 clusters Score -231918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -231925.296875 Penalty: 3831.982666
	Iteration 32Q: 3 clusters Score -231925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -231928.609375 Penalty: 3831.982666
	Iteration 33Q: 3 clusters Score -231928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -231930.343750 Penalty: 3831.982666
	Iteration 34Q: 3 clusters Score -231930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -231930.515625 Penalty: 3831.982666
	Iteration 35Q: 3 clusters Score -231930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -231930.515625 Penalty: 3831.982666
	Iteration 36F: 3 clusters Score -231930.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 168 members 
Entering Unmasked Estep 
Score: -24602.357422 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24602.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24796.171875 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24796.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24846.515625 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24846.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24871.462891 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24871.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24923.873047 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24923.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24955.265625 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -24955.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24980.761719 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -24980.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25005.382812 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -25005.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25022.851562 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -25022.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25031.660156 Penalty: 2865.715576
	Iteration 9Q: 3 clusters Score -25031.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25034.388672 Penalty: 2865.715576
	Iteration 10Q: 3 clusters Score -25034.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25036.238281 Penalty: 2865.715576
	Iteration 11Q: 3 clusters Score -25036.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25036.238281 Penalty: 2865.715576
	Iteration 12F: 3 clusters Score -25036.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Entering Unmasked Estep 
Score: -2535288.250000 Penalty: 2495.340820
	Iteration 0F: 2 clusters Score -2535288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2518941.250000 Penalty: 4990.681641
	Iteration 0F: 3 clusters Score -2518941 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2524606.000000 Penalty: 4990.681641
	Iteration 1F: 3 clusters Score -2524606 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2524960.000000 Penalty: 4990.681641
	Iteration 2Q: 3 clusters Score -2524960 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2525263.250000 Penalty: 4990.681641
	Iteration 3Q: 3 clusters Score -2525263 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2525565.750000 Penalty: 4990.681641
	Iteration 4Q: 3 clusters Score -2525566 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2525890.500000 Penalty: 4990.681641
	Iteration 5Q: 3 clusters Score -2525890 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2526226.000000 Penalty: 4990.681641
	Iteration 6Q: 3 clusters Score -2526226 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2526594.000000 Penalty: 4990.681641
	Iteration 7Q: 3 clusters Score -2526594 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2527008.000000 Penalty: 4990.681641
	Iteration 8Q: 3 clusters Score -2527008 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2527452.500000 Penalty: 4990.681641
	Iteration 9Q: 3 clusters Score -2527452 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2527942.500000 Penalty: 4990.681641
	Iteration 10Q: 3 clusters Score -2527942 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2528490.000000 Penalty: 4990.681641
	Iteration 11Q: 3 clusters Score -2528490 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2529099.250000 Penalty: 4990.681641
	Iteration 12Q: 3 clusters Score -2529099 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2529644.250000 Penalty: 4990.681641
	Iteration 13Q: 3 clusters Score -2529644 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2530102.750000 Penalty: 4990.681641
	Iteration 14Q: 3 clusters Score -2530103 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2530379.500000 Penalty: 4990.681641
	Iteration 15Q: 3 clusters Score -2530380 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2530581.250000 Penalty: 4990.681641
	Iteration 16Q: 3 clusters Score -2530581 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2530699.000000 Penalty: 4990.681641
	Iteration 17Q: 3 clusters Score -2530699 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2530790.500000 Penalty: 4990.681641
	Iteration 18Q: 3 clusters Score -2530790 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2530850.000000 Penalty: 4990.681641
	Iteration 19Q: 3 clusters Score -2530850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2530886.000000 Penalty: 4990.681641
	Iteration 20F: 3 clusters Score -2530886 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2530913.750000 Penalty: 4990.681641
	Iteration 21Q: 3 clusters Score -2530914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2530938.250000 Penalty: 4990.681641
	Iteration 22Q: 3 clusters Score -2530938 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2530963.500000 Penalty: 4990.681641
	Iteration 23Q: 3 clusters Score -2530964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2530980.500000 Penalty: 4990.681641
	Iteration 24Q: 3 clusters Score -2530980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2530992.000000 Penalty: 4990.681641
	Iteration 25Q: 3 clusters Score -2530992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2531004.250000 Penalty: 4990.681641
	Iteration 26Q: 3 clusters Score -2531004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2531025.000000 Penalty: 4990.681641
	Iteration 27Q: 3 clusters Score -2531025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2531032.250000 Penalty: 4990.681641
	Iteration 28Q: 3 clusters Score -2531032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2531031.250000 Penalty: 4990.681641
	Iteration 29Q: 3 clusters Score -2531031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2531038.000000 Penalty: 4990.681641
	Iteration 30Q: 3 clusters Score -2531038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2531049.500000 Penalty: 4990.681641
	Iteration 31Q: 3 clusters Score -2531050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2531064.250000 Penalty: 4990.681641
	Iteration 32Q: 3 clusters Score -2531064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2531070.500000 Penalty: 4990.681641
	Iteration 33Q: 3 clusters Score -2531070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2531076.500000 Penalty: 4990.681641
	Iteration 34Q: 3 clusters Score -2531076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2531087.750000 Penalty: 4990.681641
	Iteration 35Q: 3 clusters Score -2531088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2531099.500000 Penalty: 4990.681641
	Iteration 36Q: 3 clusters Score -2531100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2531102.250000 Penalty: 4990.681641
	Iteration 37Q: 3 clusters Score -2531102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2531110.500000 Penalty: 4990.681641
	Iteration 38Q: 3 clusters Score -2531110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2531121.250000 Penalty: 4990.681641
	Iteration 39Q: 3 clusters Score -2531121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2531123.250000 Penalty: 4990.681641
	Iteration 40F: 3 clusters Score -2531123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2531142.750000 Penalty: 4990.681641
	Iteration 41Q: 3 clusters Score -2531143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2531160.000000 Penalty: 4990.681641
	Iteration 42Q: 3 clusters Score -2531160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2531165.250000 Penalty: 4990.681641
	Iteration 43Q: 3 clusters Score -2531165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2531176.750000 Penalty: 4990.681641
	Iteration 44Q: 3 clusters Score -2531177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2531186.750000 Penalty: 4990.681641
	Iteration 45Q: 3 clusters Score -2531187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2531198.750000 Penalty: 4990.681641
	Iteration 46Q: 3 clusters Score -2531199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2531216.250000 Penalty: 4990.681641
	Iteration 47Q: 3 clusters Score -2531216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2531234.000000 Penalty: 4990.681641
	Iteration 48Q: 3 clusters Score -2531234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2531250.250000 Penalty: 4990.681641
	Iteration 49Q: 3 clusters Score -2531250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2531271.000000 Penalty: 4990.681641
	Iteration 50Q: 3 clusters Score -2531271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2531285.750000 Penalty: 4990.681641
	Iteration 51Q: 3 clusters Score -2531286 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2531314.500000 Penalty: 4990.681641
	Iteration 52Q: 3 clusters Score -2531314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2531356.750000 Penalty: 4990.681641
	Iteration 53Q: 3 clusters Score -2531357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2531393.250000 Penalty: 4990.681641
	Iteration 54Q: 3 clusters Score -2531393 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2531464.750000 Penalty: 4990.681641
	Iteration 55Q: 3 clusters Score -2531465 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2531508.000000 Penalty: 4990.681641
	Iteration 56Q: 3 clusters Score -2531508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2531567.000000 Penalty: 4990.681641
	Iteration 57Q: 3 clusters Score -2531567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2531626.250000 Penalty: 4990.681641
	Iteration 58Q: 3 clusters Score -2531626 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2531680.500000 Penalty: 4990.681641
	Iteration 59Q: 3 clusters Score -2531680 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2531737.250000 Penalty: 4990.681641
	Iteration 60F: 3 clusters Score -2531737 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2531807.750000 Penalty: 4990.681641
	Iteration 61Q: 3 clusters Score -2531808 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2531880.250000 Penalty: 4990.681641
	Iteration 62Q: 3 clusters Score -2531880 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2531960.250000 Penalty: 4990.681641
	Iteration 63Q: 3 clusters Score -2531960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2532028.750000 Penalty: 4990.681641
	Iteration 64Q: 3 clusters Score -2532029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2532099.250000 Penalty: 4990.681641
	Iteration 65Q: 3 clusters Score -2532099 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2532168.000000 Penalty: 4990.681641
	Iteration 66Q: 3 clusters Score -2532168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2532235.500000 Penalty: 4990.681641
	Iteration 67Q: 3 clusters Score -2532236 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2532302.750000 Penalty: 4990.681641
	Iteration 68Q: 3 clusters Score -2532303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2532363.000000 Penalty: 4990.681641
	Iteration 69Q: 3 clusters Score -2532363 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2532436.750000 Penalty: 4990.681641
	Iteration 70Q: 3 clusters Score -2532437 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2532513.750000 Penalty: 4990.681641
	Iteration 71Q: 3 clusters Score -2532514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2532580.000000 Penalty: 4990.681641
	Iteration 72Q: 3 clusters Score -2532580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2532674.500000 Penalty: 4990.681641
	Iteration 73Q: 3 clusters Score -2532674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2532747.750000 Penalty: 4990.681641
	Iteration 74Q: 3 clusters Score -2532748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2532807.750000 Penalty: 4990.681641
	Iteration 75Q: 3 clusters Score -2532808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2532850.500000 Penalty: 4990.681641
	Iteration 76Q: 3 clusters Score -2532850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2532885.750000 Penalty: 4990.681641
	Iteration 77Q: 3 clusters Score -2532886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2532913.500000 Penalty: 4990.681641
	Iteration 78Q: 3 clusters Score -2532914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2532928.750000 Penalty: 4990.681641
	Iteration 79Q: 3 clusters Score -2532929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2532941.250000 Penalty: 4990.681641
	Iteration 80F: 3 clusters Score -2532941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2532953.500000 Penalty: 4990.681641
	Iteration 81Q: 3 clusters Score -2532954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2532979.250000 Penalty: 4990.681641
	Iteration 82Q: 3 clusters Score -2532979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2532993.750000 Penalty: 4990.681641
	Iteration 83Q: 3 clusters Score -2532994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2533011.750000 Penalty: 4990.681641
	Iteration 84Q: 3 clusters Score -2533012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2533029.750000 Penalty: 4990.681641
	Iteration 85Q: 3 clusters Score -2533030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2533044.750000 Penalty: 4990.681641
	Iteration 86Q: 3 clusters Score -2533045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2533056.000000 Penalty: 4990.681641
	Iteration 87Q: 3 clusters Score -2533056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2533071.750000 Penalty: 4990.681641
	Iteration 88Q: 3 clusters Score -2533072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2533084.000000 Penalty: 4990.681641
	Iteration 89Q: 3 clusters Score -2533084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2533092.250000 Penalty: 4990.681641
	Iteration 90Q: 3 clusters Score -2533092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2533099.750000 Penalty: 4990.681641
	Iteration 91Q: 3 clusters Score -2533100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2533104.000000 Penalty: 4990.681641
	Iteration 92Q: 3 clusters Score -2533104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2533111.000000 Penalty: 4990.681641
	Iteration 93Q: 3 clusters Score -2533111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2533114.500000 Penalty: 4990.681641
	Iteration 94Q: 3 clusters Score -2533114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2533121.000000 Penalty: 4990.681641
	Iteration 95Q: 3 clusters Score -2533121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2533127.750000 Penalty: 4990.681641
	Iteration 96Q: 3 clusters Score -2533128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2533142.000000 Penalty: 4990.681641
	Iteration 97Q: 3 clusters Score -2533142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2533148.250000 Penalty: 4990.681641
	Iteration 98Q: 3 clusters Score -2533148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2533159.500000 Penalty: 4990.681641
	Iteration 99Q: 3 clusters Score -2533160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2533159.750000 Penalty: 4990.681641
	Iteration 100F: 3 clusters Score -2533160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2533159.250000 Penalty: 4990.681641
	Iteration 101Q: 3 clusters Score -2533159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2533161.500000 Penalty: 4990.681641
	Iteration 102Q: 3 clusters Score -2533162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2533161.500000 Penalty: 4990.681641
	Iteration 103Q: 3 clusters Score -2533162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2533163.500000 Penalty: 4990.681641
	Iteration 104Q: 3 clusters Score -2533164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2533163.500000 Penalty: 4990.681641
	Iteration 105F: 3 clusters Score -2533164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 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 245 members 
Entering Unmasked Estep 
Score: -43665.128906 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43665.13 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43897.179688 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43897.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44024.250000 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44024.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44135.789062 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44135.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44161.781250 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44161.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44169.625000 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44169.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44191.519531 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44191.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44214.382812 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44214.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44220.300781 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44220.300781 Penalty: 3066.314209
	Iteration 9F: 3 clusters Score -44220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Entering Unmasked Estep 
Score: -6926582.500000 Penalty: 2750.544189
	Iteration 0F: 2 clusters Score -6926582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -6882489.500000 Penalty: 5501.088379
	Iteration 0F: 3 clusters Score -6882490 nChanged 30633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6899710.500000 Penalty: 5501.088379
	Iteration 1F: 3 clusters Score -6899710 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6900291.000000 Penalty: 5501.088379
	Iteration 2Q: 3 clusters Score -6900291 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -6900911.500000 Penalty: 5501.088379
	Iteration 3Q: 3 clusters Score -6900912 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -6901872.000000 Penalty: 5501.088379
	Iteration 4Q: 3 clusters Score -6901872 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6903343.500000 Penalty: 5501.088379
	Iteration 5Q: 3 clusters Score -6903344 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -6905850.500000 Penalty: 5501.088379
	Iteration 6F: 3 clusters Score -6905850 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6909679.500000 Penalty: 5501.088379
	Iteration 7F: 3 clusters Score -6909680 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -6914584.500000 Penalty: 5501.088379
	Iteration 8F: 3 clusters Score -6914584 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6919140.500000 Penalty: 5501.088379
	Iteration 9F: 3 clusters Score -6919140 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6921780.000000 Penalty: 5501.088379
	Iteration 10Q: 3 clusters Score -6921780 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6923114.000000 Penalty: 5501.088379
	Iteration 11Q: 3 clusters Score -6923114 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6923610.000000 Penalty: 5501.088379
	Iteration 12Q: 3 clusters Score -6923610 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6923898.500000 Penalty: 5501.088379
	Iteration 13Q: 3 clusters Score -6923898 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6924048.500000 Penalty: 5501.088379
	Iteration 14Q: 3 clusters Score -6924048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6924134.000000 Penalty: 5501.088379
	Iteration 15Q: 3 clusters Score -6924134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6924182.500000 Penalty: 5501.088379
	Iteration 16Q: 3 clusters Score -6924182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6924217.500000 Penalty: 5501.088379
	Iteration 17Q: 3 clusters Score -6924218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6924232.000000 Penalty: 5501.088379
	Iteration 18Q: 3 clusters Score -6924232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6924252.000000 Penalty: 5501.088379
	Iteration 19Q: 3 clusters Score -6924252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6924263.500000 Penalty: 5501.088379
	Iteration 20F: 3 clusters Score -6924264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6924278.000000 Penalty: 5501.088379
	Iteration 21Q: 3 clusters Score -6924278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6924293.500000 Penalty: 5501.088379
	Iteration 22Q: 3 clusters Score -6924294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6924297.000000 Penalty: 5501.088379
	Iteration 23Q: 3 clusters Score -6924297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6924322.500000 Penalty: 5501.088379
	Iteration 24Q: 3 clusters Score -6924322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6924335.000000 Penalty: 5501.088379
	Iteration 25Q: 3 clusters Score -6924335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6924337.000000 Penalty: 5501.088379
	Iteration 26Q: 3 clusters Score -6924337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6924341.500000 Penalty: 5501.088379
	Iteration 27Q: 3 clusters Score -6924342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6924352.500000 Penalty: 5501.088379
	Iteration 28Q: 3 clusters Score -6924352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6924358.000000 Penalty: 5501.088379
	Iteration 29Q: 3 clusters Score -6924358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6924361.000000 Penalty: 5501.088379
	Iteration 30Q: 3 clusters Score -6924361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6924366.000000 Penalty: 5501.088379
	Iteration 31Q: 3 clusters Score -6924366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6924364.500000 Penalty: 5501.088379
	Iteration 32Q: 3 clusters Score -6924364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6924368.000000 Penalty: 5501.088379
	Iteration 33Q: 3 clusters Score -6924368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6924368.000000 Penalty: 5501.088379
	Iteration 34F: 3 clusters Score -6924368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236549 members 
Entering Unmasked Estep 
Score: -25092980.000000 Penalty: 3068.729980
	Iteration 0F: 2 clusters Score -2.509298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -24937874.000000 Penalty: 6137.459961
	Iteration 0F: 3 clusters Score -2.493787e+07 nChanged 114165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123698 members 
Mstep: Class 2 contains 112851 members 
Entering Unmasked Estep 
Score: -25005220.000000 Penalty: 6137.459961
	Iteration 1F: 3 clusters Score -2.500522e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -25007568.000000 Penalty: 6137.459961
	Iteration 2Q: 3 clusters Score -2.500757e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -25010984.000000 Penalty: 6137.459961
	Iteration 3Q: 3 clusters Score -2.501098e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141223 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -25016776.000000 Penalty: 6137.459961
	Iteration 4F: 3 clusters Score -2.501678e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -25025544.000000 Penalty: 6137.459961
	Iteration 5F: 3 clusters Score -2.502554e+07 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -25038094.000000 Penalty: 6137.459961
	Iteration 6F: 3 clusters Score -2.503809e+07 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -25051954.000000 Penalty: 6137.459961
	Iteration 7F: 3 clusters Score -2.505195e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192980 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -25063846.000000 Penalty: 6137.459961
	Iteration 8F: 3 clusters Score -2.506385e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201561 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -25072142.000000 Penalty: 6137.459961
	Iteration 9Q: 3 clusters Score -2.507214e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207497 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -25077176.000000 Penalty: 6137.459961
	Iteration 10Q: 3 clusters Score -2.507718e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211899 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -25080298.000000 Penalty: 6137.459961
	Iteration 11Q: 3 clusters Score -2.50803e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -25082402.000000 Penalty: 6137.459961
	Iteration 12Q: 3 clusters Score -2.50824e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218755 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -25084272.000000 Penalty: 6137.459961
	Iteration 13Q: 3 clusters Score -2.508427e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221458 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -25085736.000000 Penalty: 6137.459961
	Iteration 14Q: 3 clusters Score -2.508574e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223694 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -25086848.000000 Penalty: 6137.459961
	Iteration 15Q: 3 clusters Score -2.508685e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225583 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -25087646.000000 Penalty: 6137.459961
	Iteration 16Q: 3 clusters Score -2.508765e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227125 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -25088382.000000 Penalty: 6137.459961
	Iteration 17Q: 3 clusters Score -2.508838e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228357 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -25088886.000000 Penalty: 6137.459961
	Iteration 18Q: 3 clusters Score -2.508889e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229369 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -25089380.000000 Penalty: 6137.459961
	Iteration 19Q: 3 clusters Score -2.508938e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230191 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -25089688.000000 Penalty: 6137.459961
	Iteration 20F: 3 clusters Score -2.508969e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230894 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -25089890.000000 Penalty: 6137.459961
	Iteration 21Q: 3 clusters Score -2.508989e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231458 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -25090044.000000 Penalty: 6137.459961
	Iteration 22Q: 3 clusters Score -2.509004e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231924 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -25090146.000000 Penalty: 6137.459961
	Iteration 23Q: 3 clusters Score -2.509015e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232272 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -25090318.000000 Penalty: 6137.459961
	Iteration 24Q: 3 clusters Score -2.509032e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232569 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -25090382.000000 Penalty: 6137.459961
	Iteration 25Q: 3 clusters Score -2.509038e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232814 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -25090396.000000 Penalty: 6137.459961
	Iteration 26Q: 3 clusters Score -2.50904e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233037 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -25090480.000000 Penalty: 6137.459961
	Iteration 27Q: 3 clusters Score -2.509048e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233262 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25090516.000000 Penalty: 6137.459961
	Iteration 28Q: 3 clusters Score -2.509052e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233455 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -25090492.000000 Penalty: 6137.459961
	Iteration 29Q: 3 clusters Score -2.509049e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233626 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -25090544.000000 Penalty: 6137.459961
	Iteration 30Q: 3 clusters Score -2.509054e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233761 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -25090566.000000 Penalty: 6137.459961
	Iteration 31Q: 3 clusters Score -2.509057e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233880 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -25090600.000000 Penalty: 6137.459961
	Iteration 32Q: 3 clusters Score -2.50906e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233985 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -25090662.000000 Penalty: 6137.459961
	Iteration 33Q: 3 clusters Score -2.509066e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234084 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -25090728.000000 Penalty: 6137.459961
	Iteration 34Q: 3 clusters Score -2.509073e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234192 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25090774.000000 Penalty: 6137.459961
	Iteration 35Q: 3 clusters Score -2.509077e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234287 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -25090760.000000 Penalty: 6137.459961
	Iteration 36Q: 3 clusters Score -2.509076e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234367 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -25090810.000000 Penalty: 6137.459961
	Iteration 37Q: 3 clusters Score -2.509081e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234457 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25090814.000000 Penalty: 6137.459961
	Iteration 38Q: 3 clusters Score -2.509081e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234524 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25090802.000000 Penalty: 6137.459961
	Iteration 39Q: 3 clusters Score -2.50908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234575 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -25090782.000000 Penalty: 6137.459961
	Iteration 40F: 3 clusters Score -2.509078e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234618 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -25090804.000000 Penalty: 6137.459961
	Iteration 41Q: 3 clusters Score -2.50908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234653 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -25090828.000000 Penalty: 6137.459961
	Iteration 42Q: 3 clusters Score -2.509083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234683 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25090830.000000 Penalty: 6137.459961
	Iteration 43Q: 3 clusters Score -2.509083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234706 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -25090872.000000 Penalty: 6137.459961
	Iteration 44Q: 3 clusters Score -2.509087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234730 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -25090882.000000 Penalty: 6137.459961
	Iteration 45Q: 3 clusters Score -2.509088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234766 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -25090896.000000 Penalty: 6137.459961
	Iteration 46Q: 3 clusters Score -2.50909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234788 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -25090904.000000 Penalty: 6137.459961
	Iteration 47Q: 3 clusters Score -2.50909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234808 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -25090924.000000 Penalty: 6137.459961
	Iteration 48Q: 3 clusters Score -2.509092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234822 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -25090920.000000 Penalty: 6137.459961
	Iteration 49Q: 3 clusters Score -2.509092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234838 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -25090950.000000 Penalty: 6137.459961
	Iteration 50Q: 3 clusters Score -2.509095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234856 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -25090950.000000 Penalty: 6137.459961
	Iteration 51Q: 3 clusters Score -2.509095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234871 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -25090938.000000 Penalty: 6137.459961
	Iteration 52Q: 3 clusters Score -2.509094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234894 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -25090934.000000 Penalty: 6137.459961
	Iteration 53Q: 3 clusters Score -2.509093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234918 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -25090942.000000 Penalty: 6137.459961
	Iteration 54Q: 3 clusters Score -2.509094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234941 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -25090974.000000 Penalty: 6137.459961
	Iteration 55Q: 3 clusters Score -2.509097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234956 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25090990.000000 Penalty: 6137.459961
	Iteration 56Q: 3 clusters Score -2.509099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234973 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25090992.000000 Penalty: 6137.459961
	Iteration 57Q: 3 clusters Score -2.509099e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234992 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -25090988.000000 Penalty: 6137.459961
	Iteration 58Q: 3 clusters Score -2.509099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235010 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -25091002.000000 Penalty: 6137.459961
	Iteration 59Q: 3 clusters Score -2.5091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235031 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25091004.000000 Penalty: 6137.459961
	Iteration 60F: 3 clusters Score -2.5091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235056 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -25091032.000000 Penalty: 6137.459961
	Iteration 61Q: 3 clusters Score -2.509103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235075 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -25091014.000000 Penalty: 6137.459961
	Iteration 62Q: 3 clusters Score -2.509101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235091 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -25091038.000000 Penalty: 6137.459961
	Iteration 63Q: 3 clusters Score -2.509104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235105 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25091042.000000 Penalty: 6137.459961
	Iteration 64Q: 3 clusters Score -2.509104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235112 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -25091042.000000 Penalty: 6137.459961
	Iteration 65Q: 3 clusters Score -2.509104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235119 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -25091068.000000 Penalty: 6137.459961
	Iteration 66Q: 3 clusters Score -2.509107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235131 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -25091078.000000 Penalty: 6137.459961
	Iteration 67Q: 3 clusters Score -2.509108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235138 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -25091080.000000 Penalty: 6137.459961
	Iteration 68Q: 3 clusters Score -2.509108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235144 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -25091104.000000 Penalty: 6137.459961
	Iteration 69Q: 3 clusters Score -2.50911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235154 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -25091114.000000 Penalty: 6137.459961
	Iteration 70Q: 3 clusters Score -2.509111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235160 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25091100.000000 Penalty: 6137.459961
	Iteration 71Q: 3 clusters Score -2.50911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235166 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25091120.000000 Penalty: 6137.459961
	Iteration 72Q: 3 clusters Score -2.509112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235170 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -25091120.000000 Penalty: 6137.459961
	Iteration 73Q: 3 clusters Score -2.509112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235171 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -25091158.000000 Penalty: 6137.459961
	Iteration 74Q: 3 clusters Score -2.509116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235178 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -25091142.000000 Penalty: 6137.459961
	Iteration 75Q: 3 clusters Score -2.509114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235183 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -25091150.000000 Penalty: 6137.459961
	Iteration 76Q: 3 clusters Score -2.509115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235187 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -25091142.000000 Penalty: 6137.459961
	Iteration 77Q: 3 clusters Score -2.509114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235189 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -25091140.000000 Penalty: 6137.459961
	Iteration 78Q: 3 clusters Score -2.509114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235190 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -25091154.000000 Penalty: 6137.459961
	Iteration 79Q: 3 clusters Score -2.509115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -25091158.000000 Penalty: 6137.459961
	Iteration 80F: 3 clusters Score -2.509116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235192 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -25091160.000000 Penalty: 6137.459961
	Iteration 81Q: 3 clusters Score -2.509116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -25091158.000000 Penalty: 6137.459961
	Iteration 82Q: 3 clusters Score -2.509116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -25091158.000000 Penalty: 6137.459961
	Iteration 83F: 3 clusters Score -2.509116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Entering Unmasked Estep 
Score: -2746559.000000 Penalty: 2542.302002
	Iteration 0F: 2 clusters Score -2746559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2726966.500000 Penalty: 5084.604004
	Iteration 0F: 3 clusters Score -2726966 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2734061.750000 Penalty: 5084.604004
	Iteration 1F: 3 clusters Score -2734062 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2734651.250000 Penalty: 5084.604004
	Iteration 2F: 3 clusters Score -2734651 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2735370.750000 Penalty: 5084.604004
	Iteration 3F: 3 clusters Score -2735371 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2736209.250000 Penalty: 5084.604004
	Iteration 4F: 3 clusters Score -2736209 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2737080.250000 Penalty: 5084.604004
	Iteration 5F: 3 clusters Score -2737080 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2737861.000000 Penalty: 5084.604004
	Iteration 6F: 3 clusters Score -2737861 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2738493.000000 Penalty: 5084.604004
	Iteration 7Q: 3 clusters Score -2738493 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2739067.250000 Penalty: 5084.604004
	Iteration 8Q: 3 clusters Score -2739067 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2739592.500000 Penalty: 5084.604004
	Iteration 9Q: 3 clusters Score -2739592 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2740177.500000 Penalty: 5084.604004
	Iteration 10Q: 3 clusters Score -2740178 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2740784.250000 Penalty: 5084.604004
	Iteration 11Q: 3 clusters Score -2740784 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2741437.750000 Penalty: 5084.604004
	Iteration 12Q: 3 clusters Score -2741438 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2742104.000000 Penalty: 5084.604004
	Iteration 13Q: 3 clusters Score -2742104 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2742625.250000 Penalty: 5084.604004
	Iteration 14Q: 3 clusters Score -2742625 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2742975.000000 Penalty: 5084.604004
	Iteration 15Q: 3 clusters Score -2742975 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2743210.500000 Penalty: 5084.604004
	Iteration 16Q: 3 clusters Score -2743210 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2743360.250000 Penalty: 5084.604004
	Iteration 17Q: 3 clusters Score -2743360 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2743486.000000 Penalty: 5084.604004
	Iteration 18Q: 3 clusters Score -2743486 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2743575.750000 Penalty: 5084.604004
	Iteration 19Q: 3 clusters Score -2743576 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2743670.750000 Penalty: 5084.604004
	Iteration 20F: 3 clusters Score -2743671 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2743756.500000 Penalty: 5084.604004
	Iteration 21Q: 3 clusters Score -2743756 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2743852.750000 Penalty: 5084.604004
	Iteration 22Q: 3 clusters Score -2743853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2743910.750000 Penalty: 5084.604004
	Iteration 23Q: 3 clusters Score -2743911 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2743970.250000 Penalty: 5084.604004
	Iteration 24Q: 3 clusters Score -2743970 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2744042.500000 Penalty: 5084.604004
	Iteration 25Q: 3 clusters Score -2744042 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2744113.000000 Penalty: 5084.604004
	Iteration 26Q: 3 clusters Score -2744113 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2744169.500000 Penalty: 5084.604004
	Iteration 27Q: 3 clusters Score -2744170 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2744234.750000 Penalty: 5084.604004
	Iteration 28Q: 3 clusters Score -2744235 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2744309.250000 Penalty: 5084.604004
	Iteration 29Q: 3 clusters Score -2744309 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2744362.250000 Penalty: 5084.604004
	Iteration 30Q: 3 clusters Score -2744362 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2744424.000000 Penalty: 5084.604004
	Iteration 31Q: 3 clusters Score -2744424 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2744470.750000 Penalty: 5084.604004
	Iteration 32Q: 3 clusters Score -2744471 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2744500.500000 Penalty: 5084.604004
	Iteration 33Q: 3 clusters Score -2744500 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2744539.500000 Penalty: 5084.604004
	Iteration 34Q: 3 clusters Score -2744540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2744591.250000 Penalty: 5084.604004
	Iteration 35Q: 3 clusters Score -2744591 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2744622.750000 Penalty: 5084.604004
	Iteration 36Q: 3 clusters Score -2744623 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2744655.500000 Penalty: 5084.604004
	Iteration 37Q: 3 clusters Score -2744656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2744678.750000 Penalty: 5084.604004
	Iteration 38Q: 3 clusters Score -2744679 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2744716.000000 Penalty: 5084.604004
	Iteration 39Q: 3 clusters Score -2744716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2744737.750000 Penalty: 5084.604004
	Iteration 40F: 3 clusters Score -2744738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2744756.750000 Penalty: 5084.604004
	Iteration 41Q: 3 clusters Score -2744757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2744780.000000 Penalty: 5084.604004
	Iteration 42Q: 3 clusters Score -2744780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2744799.750000 Penalty: 5084.604004
	Iteration 43Q: 3 clusters Score -2744800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2744831.500000 Penalty: 5084.604004
	Iteration 44Q: 3 clusters Score -2744832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2744842.250000 Penalty: 5084.604004
	Iteration 45Q: 3 clusters Score -2744842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2744859.750000 Penalty: 5084.604004
	Iteration 46Q: 3 clusters Score -2744860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2744887.750000 Penalty: 5084.604004
	Iteration 47Q: 3 clusters Score -2744888 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2744909.250000 Penalty: 5084.604004
	Iteration 48Q: 3 clusters Score -2744909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2744922.750000 Penalty: 5084.604004
	Iteration 49Q: 3 clusters Score -2744923 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2744948.250000 Penalty: 5084.604004
	Iteration 50Q: 3 clusters Score -2744948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2744952.750000 Penalty: 5084.604004
	Iteration 51Q: 3 clusters Score -2744953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2744973.500000 Penalty: 5084.604004
	Iteration 52Q: 3 clusters Score -2744974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2744985.000000 Penalty: 5084.604004
	Iteration 53Q: 3 clusters Score -2744985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2744984.250000 Penalty: 5084.604004
	Iteration 54Q: 3 clusters Score -2744984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2744996.750000 Penalty: 5084.604004
	Iteration 55Q: 3 clusters Score -2744997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2745016.750000 Penalty: 5084.604004
	Iteration 56Q: 3 clusters Score -2745017 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2745037.000000 Penalty: 5084.604004
	Iteration 57Q: 3 clusters Score -2745037 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2745055.250000 Penalty: 5084.604004
	Iteration 58Q: 3 clusters Score -2745055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2745065.000000 Penalty: 5084.604004
	Iteration 59Q: 3 clusters Score -2745065 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2745088.750000 Penalty: 5084.604004
	Iteration 60F: 3 clusters Score -2745089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2745094.750000 Penalty: 5084.604004
	Iteration 61Q: 3 clusters Score -2745095 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2745113.750000 Penalty: 5084.604004
	Iteration 62Q: 3 clusters Score -2745114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2745146.500000 Penalty: 5084.604004
	Iteration 63Q: 3 clusters Score -2745146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2745165.250000 Penalty: 5084.604004
	Iteration 64Q: 3 clusters Score -2745165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2745186.000000 Penalty: 5084.604004
	Iteration 65Q: 3 clusters Score -2745186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2745197.750000 Penalty: 5084.604004
	Iteration 66Q: 3 clusters Score -2745198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2745198.000000 Penalty: 5084.604004
	Iteration 67Q: 3 clusters Score -2745198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2745206.250000 Penalty: 5084.604004
	Iteration 68Q: 3 clusters Score -2745206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2745220.500000 Penalty: 5084.604004
	Iteration 69Q: 3 clusters Score -2745220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2745235.500000 Penalty: 5084.604004
	Iteration 70Q: 3 clusters Score -2745236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2745235.750000 Penalty: 5084.604004
	Iteration 71Q: 3 clusters Score -2745236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2745248.000000 Penalty: 5084.604004
	Iteration 72Q: 3 clusters Score -2745248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2745259.250000 Penalty: 5084.604004
	Iteration 73Q: 3 clusters Score -2745259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2745266.250000 Penalty: 5084.604004
	Iteration 74Q: 3 clusters Score -2745266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2745277.250000 Penalty: 5084.604004
	Iteration 75Q: 3 clusters Score -2745277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2745278.250000 Penalty: 5084.604004
	Iteration 76Q: 3 clusters Score -2745278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2745284.250000 Penalty: 5084.604004
	Iteration 77Q: 3 clusters Score -2745284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2745303.250000 Penalty: 5084.604004
	Iteration 78Q: 3 clusters Score -2745303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2745299.250000 Penalty: 5084.604004
	Iteration 79Q: 3 clusters Score -2745299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2745313.250000 Penalty: 5084.604004
	Iteration 80F: 3 clusters Score -2745313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2745316.250000 Penalty: 5084.604004
	Iteration 81Q: 3 clusters Score -2745316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2745330.000000 Penalty: 5084.604004
	Iteration 82Q: 3 clusters Score -2745330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2745329.750000 Penalty: 5084.604004
	Iteration 83Q: 3 clusters Score -2745330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2745345.000000 Penalty: 5084.604004
	Iteration 84Q: 3 clusters Score -2745345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2745350.750000 Penalty: 5084.604004
	Iteration 85Q: 3 clusters Score -2745351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2745365.250000 Penalty: 5084.604004
	Iteration 86Q: 3 clusters Score -2745365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2745383.000000 Penalty: 5084.604004
	Iteration 87Q: 3 clusters Score -2745383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2745406.750000 Penalty: 5084.604004
	Iteration 88Q: 3 clusters Score -2745407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2745415.500000 Penalty: 5084.604004
	Iteration 89Q: 3 clusters Score -2745416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2745420.500000 Penalty: 5084.604004
	Iteration 90Q: 3 clusters Score -2745420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2745435.250000 Penalty: 5084.604004
	Iteration 91Q: 3 clusters Score -2745435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2745439.500000 Penalty: 5084.604004
	Iteration 92Q: 3 clusters Score -2745440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -2745443.500000 Penalty: 5084.604004
	Iteration 93Q: 3 clusters Score -2745444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2745456.000000 Penalty: 5084.604004
	Iteration 94Q: 3 clusters Score -2745456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2745468.250000 Penalty: 5084.604004
	Iteration 95Q: 3 clusters Score -2745468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2745473.500000 Penalty: 5084.604004
	Iteration 96Q: 3 clusters Score -2745474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2745484.750000 Penalty: 5084.604004
	Iteration 97Q: 3 clusters Score -2745485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2745500.500000 Penalty: 5084.604004
	Iteration 98Q: 3 clusters Score -2745500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2745514.500000 Penalty: 5084.604004
	Iteration 99Q: 3 clusters Score -2745514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2745524.750000 Penalty: 5084.604004
	Iteration 100F: 3 clusters Score -2745525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2745531.250000 Penalty: 5084.604004
	Iteration 101Q: 3 clusters Score -2745531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2745534.750000 Penalty: 5084.604004
	Iteration 102Q: 3 clusters Score -2745535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -2745538.000000 Penalty: 5084.604004
	Iteration 103Q: 3 clusters Score -2745538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2745546.750000 Penalty: 5084.604004
	Iteration 104Q: 3 clusters Score -2745547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2745558.000000 Penalty: 5084.604004
	Iteration 105Q: 3 clusters Score -2745558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2745570.000000 Penalty: 5084.604004
	Iteration 106Q: 3 clusters Score -2745570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2745577.250000 Penalty: 5084.604004
	Iteration 107Q: 3 clusters Score -2745577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2745578.000000 Penalty: 5084.604004
	Iteration 108Q: 3 clusters Score -2745578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2745585.500000 Penalty: 5084.604004
	Iteration 109Q: 3 clusters Score -2745586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2745593.750000 Penalty: 5084.604004
	Iteration 110Q: 3 clusters Score -2745594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2745589.000000 Penalty: 5084.604004
	Iteration 111Q: 3 clusters Score -2745589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2745588.750000 Penalty: 5084.604004
	Iteration 112Q: 3 clusters Score -2745589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -2745588.250000 Penalty: 5084.604004
	Iteration 113Q: 3 clusters Score -2745588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2745594.000000 Penalty: 5084.604004
	Iteration 114Q: 3 clusters Score -2745594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2745596.250000 Penalty: 5084.604004
	Iteration 115Q: 3 clusters Score -2745596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2745597.750000 Penalty: 5084.604004
	Iteration 116Q: 3 clusters Score -2745598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -2745610.250000 Penalty: 5084.604004
	Iteration 117Q: 3 clusters Score -2745610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -2745612.250000 Penalty: 5084.604004
	Iteration 118Q: 3 clusters Score -2745612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2745615.750000 Penalty: 5084.604004
	Iteration 119Q: 3 clusters Score -2745616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2745620.500000 Penalty: 5084.604004
	Iteration 120F: 3 clusters Score -2745620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2745619.000000 Penalty: 5084.604004
	Iteration 121Q: 3 clusters Score -2745619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2745624.000000 Penalty: 5084.604004
	Iteration 122Q: 3 clusters Score -2745624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2745627.750000 Penalty: 5084.604004
	Iteration 123Q: 3 clusters Score -2745628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -2745638.500000 Penalty: 5084.604004
	Iteration 124Q: 3 clusters Score -2745638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -2745635.500000 Penalty: 5084.604004
	Iteration 125Q: 3 clusters Score -2745636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -2745639.750000 Penalty: 5084.604004
	Iteration 126Q: 3 clusters Score -2745640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2745639.500000 Penalty: 5084.604004
	Iteration 127Q: 3 clusters Score -2745640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2745637.000000 Penalty: 5084.604004
	Iteration 128Q: 3 clusters Score -2745637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2745637.000000 Penalty: 5084.604004
	Iteration 129Q: 3 clusters Score -2745637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2745635.250000 Penalty: 5084.604004
	Iteration 130Q: 3 clusters Score -2745635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -2745635.250000 Penalty: 5084.604004
	Iteration 131Q: 3 clusters Score -2745635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2745636.750000 Penalty: 5084.604004
	Iteration 132Q: 3 clusters Score -2745637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2745636.250000 Penalty: 5084.604004
	Iteration 133Q: 3 clusters Score -2745636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2745643.750000 Penalty: 5084.604004
	Iteration 134Q: 3 clusters Score -2745644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2745645.750000 Penalty: 5084.604004
	Iteration 135Q: 3 clusters Score -2745646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2745642.500000 Penalty: 5084.604004
	Iteration 136Q: 3 clusters Score -2745642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2745642.000000 Penalty: 5084.604004
	Iteration 137Q: 3 clusters Score -2745642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2745643.750000 Penalty: 5084.604004
	Iteration 138Q: 3 clusters Score -2745644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2745646.000000 Penalty: 5084.604004
	Iteration 139Q: 3 clusters Score -2745646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2745649.250000 Penalty: 5084.604004
	Iteration 140F: 3 clusters Score -2745649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2745647.000000 Penalty: 5084.604004
	Iteration 141Q: 3 clusters Score -2745647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2745646.500000 Penalty: 5084.604004
	Iteration 142Q: 3 clusters Score -2745646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2745650.250000 Penalty: 5084.604004
	Iteration 143Q: 3 clusters Score -2745650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2745651.000000 Penalty: 5084.604004
	Iteration 144Q: 3 clusters Score -2745651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2745651.000000 Penalty: 5084.604004
	Iteration 145F: 3 clusters Score -2745651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Entering Unmasked Estep 
Score: -1119763.250000 Penalty: 2304.190674
	Iteration 0F: 2 clusters Score -1119763 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 5374 members 
Entering Unmasked Estep 
Score: -1111457.625000 Penalty: 4608.381348
	Iteration 0F: 3 clusters Score -1111458 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1113963.250000 Penalty: 4608.381348
	Iteration 1F: 3 clusters Score -1113963 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1114257.750000 Penalty: 4608.381348
	Iteration 2F: 3 clusters Score -1114258 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1114444.500000 Penalty: 4608.381348
	Iteration 3Q: 3 clusters Score -1114444 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1114595.375000 Penalty: 4608.381348
	Iteration 4Q: 3 clusters Score -1114595 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1114721.625000 Penalty: 4608.381348
	Iteration 5Q: 3 clusters Score -1114722 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1114851.750000 Penalty: 4608.381348
	Iteration 6Q: 3 clusters Score -1114852 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1114956.500000 Penalty: 4608.381348
	Iteration 7Q: 3 clusters Score -1114956 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1115063.500000 Penalty: 4608.381348
	Iteration 8Q: 3 clusters Score -1115064 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1115205.000000 Penalty: 4608.381348
	Iteration 9Q: 3 clusters Score -1115205 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1115368.625000 Penalty: 4608.381348
	Iteration 10Q: 3 clusters Score -1115369 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1115579.125000 Penalty: 4608.381348
	Iteration 11Q: 3 clusters Score -1115579 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1115818.125000 Penalty: 4608.381348
	Iteration 12Q: 3 clusters Score -1115818 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1116085.125000 Penalty: 4608.381348
	Iteration 13Q: 3 clusters Score -1116085 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1116348.000000 Penalty: 4608.381348
	Iteration 14Q: 3 clusters Score -1116348 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1116602.750000 Penalty: 4608.381348
	Iteration 15Q: 3 clusters Score -1116603 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1116848.750000 Penalty: 4608.381348
	Iteration 16Q: 3 clusters Score -1116849 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1117087.125000 Penalty: 4608.381348
	Iteration 17Q: 3 clusters Score -1117087 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1117258.000000 Penalty: 4608.381348
	Iteration 18Q: 3 clusters Score -1117258 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1117405.000000 Penalty: 4608.381348
	Iteration 19Q: 3 clusters Score -1117405 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1117510.625000 Penalty: 4608.381348
	Iteration 20F: 3 clusters Score -1117511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1117589.750000 Penalty: 4608.381348
	Iteration 21Q: 3 clusters Score -1117590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1117635.500000 Penalty: 4608.381348
	Iteration 22Q: 3 clusters Score -1117636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1117657.125000 Penalty: 4608.381348
	Iteration 23Q: 3 clusters Score -1117657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1117683.250000 Penalty: 4608.381348
	Iteration 24Q: 3 clusters Score -1117683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1117701.125000 Penalty: 4608.381348
	Iteration 25Q: 3 clusters Score -1117701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1117711.500000 Penalty: 4608.381348
	Iteration 26Q: 3 clusters Score -1117712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1117721.375000 Penalty: 4608.381348
	Iteration 27Q: 3 clusters Score -1117721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1117729.500000 Penalty: 4608.381348
	Iteration 28Q: 3 clusters Score -1117730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1117737.875000 Penalty: 4608.381348
	Iteration 29Q: 3 clusters Score -1117738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1117742.875000 Penalty: 4608.381348
	Iteration 30Q: 3 clusters Score -1117743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1117745.000000 Penalty: 4608.381348
	Iteration 31Q: 3 clusters Score -1117745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1117747.375000 Penalty: 4608.381348
	Iteration 32Q: 3 clusters Score -1117747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1117751.000000 Penalty: 4608.381348
	Iteration 33Q: 3 clusters Score -1117751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1117751.875000 Penalty: 4608.381348
	Iteration 34Q: 3 clusters Score -1117752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1117752.250000 Penalty: 4608.381348
	Iteration 35Q: 3 clusters Score -1117752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1117752.250000 Penalty: 4608.381348
	Iteration 36F: 3 clusters Score -1117752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -266315.781250 Penalty: 1988.128784
	Iteration 0F: 2 clusters Score -266315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -263045.062500 Penalty: 3976.257568
	Iteration 0F: 3 clusters Score -263045.1 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -263678.781250 Penalty: 3976.257568
	Iteration 1F: 3 clusters Score -263678.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -263856.187500 Penalty: 3976.257568
	Iteration 2F: 3 clusters Score -263856.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263958.500000 Penalty: 3976.257568
	Iteration 3Q: 3 clusters Score -263958.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264040.156250 Penalty: 3976.257568
	Iteration 4Q: 3 clusters Score -264040.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -264087.281250 Penalty: 3976.257568
	Iteration 5Q: 3 clusters Score -264087.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -264118.093750 Penalty: 3976.257568
	Iteration 6Q: 3 clusters Score -264118.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -264144.593750 Penalty: 3976.257568
	Iteration 7Q: 3 clusters Score -264144.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264164.625000 Penalty: 3976.257568
	Iteration 8Q: 3 clusters Score -264164.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264185.000000 Penalty: 3976.257568
	Iteration 9Q: 3 clusters Score -264185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -264209.906250 Penalty: 3976.257568
	Iteration 10Q: 3 clusters Score -264209.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -264229.593750 Penalty: 3976.257568
	Iteration 11Q: 3 clusters Score -264229.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -264249.750000 Penalty: 3976.257568
	Iteration 12Q: 3 clusters Score -264249.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -264271.718750 Penalty: 3976.257568
	Iteration 13Q: 3 clusters Score -264271.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264286.750000 Penalty: 3976.257568
	Iteration 14Q: 3 clusters Score -264286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264298.218750 Penalty: 3976.257568
	Iteration 15Q: 3 clusters Score -264298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264313.218750 Penalty: 3976.257568
	Iteration 16Q: 3 clusters Score -264313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264321.312500 Penalty: 3976.257568
	Iteration 17Q: 3 clusters Score -264321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264328.875000 Penalty: 3976.257568
	Iteration 18Q: 3 clusters Score -264328.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264335.531250 Penalty: 3976.257568
	Iteration 19Q: 3 clusters Score -264335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264340.406250 Penalty: 3976.257568
	Iteration 20F: 3 clusters Score -264340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -264343.718750 Penalty: 3976.257568
	Iteration 21Q: 3 clusters Score -264343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264345.531250 Penalty: 3976.257568
	Iteration 22Q: 3 clusters Score -264345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264347.781250 Penalty: 3976.257568
	Iteration 23Q: 3 clusters Score -264347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264351.250000 Penalty: 3976.257568
	Iteration 24Q: 3 clusters Score -264351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264353.968750 Penalty: 3976.257568
	Iteration 25Q: 3 clusters Score -264354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264357.250000 Penalty: 3976.257568
	Iteration 26Q: 3 clusters Score -264357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -264362.468750 Penalty: 3976.257568
	Iteration 27Q: 3 clusters Score -264362.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -264369.406250 Penalty: 3976.257568
	Iteration 28Q: 3 clusters Score -264369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -264379.468750 Penalty: 3976.257568
	Iteration 29Q: 3 clusters Score -264379.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -264389.906250 Penalty: 3976.257568
	Iteration 30Q: 3 clusters Score -264389.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264403.062500 Penalty: 3976.257568
	Iteration 31Q: 3 clusters Score -264403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264414.312500 Penalty: 3976.257568
	Iteration 32Q: 3 clusters Score -264414.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264428.937500 Penalty: 3976.257568
	Iteration 33Q: 3 clusters Score -264428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -264444.531250 Penalty: 3976.257568
	Iteration 34Q: 3 clusters Score -264444.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264453.750000 Penalty: 3976.257568
	Iteration 35Q: 3 clusters Score -264453.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -264463.875000 Penalty: 3976.257568
	Iteration 36Q: 3 clusters Score -264463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264475.437500 Penalty: 3976.257568
	Iteration 37Q: 3 clusters Score -264475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -264482.343750 Penalty: 3976.257568
	Iteration 38Q: 3 clusters Score -264482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -264486.000000 Penalty: 3976.257568
	Iteration 39Q: 3 clusters Score -264486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -264490.500000 Penalty: 3976.257568
	Iteration 40F: 3 clusters Score -264490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264500.187500 Penalty: 3976.257568
	Iteration 41Q: 3 clusters Score -264500.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -264510.968750 Penalty: 3976.257568
	Iteration 42Q: 3 clusters Score -264511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264518.250000 Penalty: 3976.257568
	Iteration 43Q: 3 clusters Score -264518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -264526.375000 Penalty: 3976.257568
	Iteration 44Q: 3 clusters Score -264526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264533.218750 Penalty: 3976.257568
	Iteration 45Q: 3 clusters Score -264533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264536.968750 Penalty: 3976.257568
	Iteration 46Q: 3 clusters Score -264537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264540.687500 Penalty: 3976.257568
	Iteration 47Q: 3 clusters Score -264540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264541.312500 Penalty: 3976.257568
	Iteration 48Q: 3 clusters Score -264541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264541.531250 Penalty: 3976.257568
	Iteration 49Q: 3 clusters Score -264541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -264542.562500 Penalty: 3976.257568
	Iteration 50Q: 3 clusters Score -264542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -264543.250000 Penalty: 3976.257568
	Iteration 51Q: 3 clusters Score -264543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264543.468750 Penalty: 3976.257568
	Iteration 52Q: 3 clusters Score -264543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264543.468750 Penalty: 3976.257568
	Iteration 53F: 3 clusters Score -264543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (355256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355256 members 
Entering Unmasked Estep 
Score: -37765412.000000 Penalty: 3169.587402
	Iteration 0F: 2 clusters Score -3.776541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177672 members 
Mstep: Class 2 contains 177584 members 
Entering Unmasked Estep 
Score: -37540272.000000 Penalty: 6339.174805
	Iteration 0F: 3 clusters Score -3.754027e+07 nChanged 172128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182398 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -37643320.000000 Penalty: 6339.174805
	Iteration 1F: 3 clusters Score -3.764332e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184595 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -37644740.000000 Penalty: 6339.174805
	Iteration 2Q: 3 clusters Score -3.764474e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187988 members 
Mstep: Class 2 contains 167268 members 
Entering Unmasked Estep 
Score: -37646436.000000 Penalty: 6339.174805
	Iteration 3Q: 3 clusters Score -3.764644e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193160 members 
Mstep: Class 2 contains 162096 members 
Entering Unmasked Estep 
Score: -37648460.000000 Penalty: 6339.174805
	Iteration 4Q: 3 clusters Score -3.764846e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -37651316.000000 Penalty: 6339.174805
	Iteration 5Q: 3 clusters Score -3.765132e+07 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 143481 members 
Entering Unmasked Estep 
Score: -37656408.000000 Penalty: 6339.174805
	Iteration 6Q: 3 clusters Score -3.765641e+07 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227665 members 
Mstep: Class 2 contains 127591 members 
Entering Unmasked Estep 
Score: -37665572.000000 Penalty: 6339.174805
	Iteration 7Q: 3 clusters Score -3.766557e+07 nChanged 22385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248718 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -37680304.000000 Penalty: 6339.174805
	Iteration 8F: 3 clusters Score -3.76803e+07 nChanged 25189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272901 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -37700176.000000 Penalty: 6339.174805
	Iteration 9F: 3 clusters Score -3.770018e+07 nChanged 23990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296091 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -37721184.000000 Penalty: 6339.174805
	Iteration 10F: 3 clusters Score -3.772118e+07 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314054 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -37737272.000000 Penalty: 6339.174805
	Iteration 11F: 3 clusters Score -3.773727e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326508 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -37747088.000000 Penalty: 6339.174805
	Iteration 12Q: 3 clusters Score -3.774709e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335119 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -37752068.000000 Penalty: 6339.174805
	Iteration 13Q: 3 clusters Score -3.775207e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341067 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -37755240.000000 Penalty: 6339.174805
	Iteration 14Q: 3 clusters Score -3.775524e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345273 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -37757432.000000 Penalty: 6339.174805
	Iteration 15Q: 3 clusters Score -3.775743e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348304 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -37759300.000000 Penalty: 6339.174805
	Iteration 16Q: 3 clusters Score -3.77593e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350452 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -37760632.000000 Penalty: 6339.174805
	Iteration 17Q: 3 clusters Score -3.776063e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351863 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -37761336.000000 Penalty: 6339.174805
	Iteration 18Q: 3 clusters Score -3.776134e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352739 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -37761852.000000 Penalty: 6339.174805
	Iteration 19Q: 3 clusters Score -3.776185e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353310 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -37762160.000000 Penalty: 6339.174805
	Iteration 20F: 3 clusters Score -3.776216e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353656 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -37762280.000000 Penalty: 6339.174805
	Iteration 21Q: 3 clusters Score -3.776228e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353901 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -37762380.000000 Penalty: 6339.174805
	Iteration 22Q: 3 clusters Score -3.776238e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354050 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -37762416.000000 Penalty: 6339.174805
	Iteration 23Q: 3 clusters Score -3.776242e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -37762496.000000 Penalty: 6339.174805
	Iteration 24Q: 3 clusters Score -3.77625e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354262 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -37762524.000000 Penalty: 6339.174805
	Iteration 25Q: 3 clusters Score -3.776252e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354326 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -37762552.000000 Penalty: 6339.174805
	Iteration 26Q: 3 clusters Score -3.776255e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354368 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -37762628.000000 Penalty: 6339.174805
	Iteration 27Q: 3 clusters Score -3.776263e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354411 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -37762704.000000 Penalty: 6339.174805
	Iteration 28Q: 3 clusters Score -3.77627e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354443 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -37762680.000000 Penalty: 6339.174805
	Iteration 29Q: 3 clusters Score -3.776268e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354474 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -37762664.000000 Penalty: 6339.174805
	Iteration 30Q: 3 clusters Score -3.776266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354493 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -37762704.000000 Penalty: 6339.174805
	Iteration 31Q: 3 clusters Score -3.77627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354505 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -37762720.000000 Penalty: 6339.174805
	Iteration 32Q: 3 clusters Score -3.776272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354511 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -37762720.000000 Penalty: 6339.174805
	Iteration 33Q: 3 clusters Score -3.776272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354518 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -37762728.000000 Penalty: 6339.174805
	Iteration 34Q: 3 clusters Score -3.776273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354526 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -37762732.000000 Penalty: 6339.174805
	Iteration 35Q: 3 clusters Score -3.776273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354527 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -37762732.000000 Penalty: 6339.174805
	Iteration 36Q: 3 clusters Score -3.776273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354529 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -37762736.000000 Penalty: 6339.174805
	Iteration 37Q: 3 clusters Score -3.776274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354532 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -37762760.000000 Penalty: 6339.174805
	Iteration 38Q: 3 clusters Score -3.776276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354539 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -37762740.000000 Penalty: 6339.174805
	Iteration 39Q: 3 clusters Score -3.776274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354542 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -37762756.000000 Penalty: 6339.174805
	Iteration 40F: 3 clusters Score -3.776276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354545 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -37762752.000000 Penalty: 6339.174805
	Iteration 41Q: 3 clusters Score -3.776275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354547 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -37762752.000000 Penalty: 6339.174805
	Iteration 42Q: 3 clusters Score -3.776275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354551 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -37762752.000000 Penalty: 6339.174805
	Iteration 43Q: 3 clusters Score -3.776275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354561 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -37762772.000000 Penalty: 6339.174805
	Iteration 44Q: 3 clusters Score -3.776277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354565 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37762776.000000 Penalty: 6339.174805
	Iteration 45Q: 3 clusters Score -3.776278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354569 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -37762784.000000 Penalty: 6339.174805
	Iteration 46Q: 3 clusters Score -3.776278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354569 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -37762792.000000 Penalty: 6339.174805
	Iteration 47Q: 3 clusters Score -3.776279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354568 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -37762792.000000 Penalty: 6339.174805
	Iteration 48Q: 3 clusters Score -3.776279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354567 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37762776.000000 Penalty: 6339.174805
	Iteration 49Q: 3 clusters Score -3.776278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354567 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37762776.000000 Penalty: 6339.174805
	Iteration 50F: 3 clusters Score -3.776278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -34050.144531 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -34050.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32653.464844 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -32653.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32802.839844 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -32802.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32881.929688 Penalty: 2922.255371
	Iteration 2Q: 3 clusters Score -32881.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32943.843750 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -32943.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32982.511719 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -32982.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32986.906250 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -32986.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32986.906250 Penalty: 2922.255371
	Iteration 6F: 3 clusters Score -32986.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (329458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329458 members 
Entering Unmasked Estep 
Score: -34988160.000000 Penalty: 3150.890625
	Iteration 0F: 2 clusters Score -3.498816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -34771460.000000 Penalty: 6301.781250
	Iteration 0F: 3 clusters Score -3.477146e+07 nChanged 159726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -34865720.000000 Penalty: 6301.781250
	Iteration 1F: 3 clusters Score -3.486572e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -34866752.000000 Penalty: 6301.781250
	Iteration 2Q: 3 clusters Score -3.486675e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 156886 members 
Entering Unmasked Estep 
Score: -34868596.000000 Penalty: 6301.781250
	Iteration 3Q: 3 clusters Score -3.48686e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177318 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -34870580.000000 Penalty: 6301.781250
	Iteration 4Q: 3 clusters Score -3.487058e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -34873912.000000 Penalty: 6301.781250
	Iteration 5Q: 3 clusters Score -3.487391e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195220 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -34879468.000000 Penalty: 6301.781250
	Iteration 6Q: 3 clusters Score -3.487947e+07 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210003 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -34889400.000000 Penalty: 6301.781250
	Iteration 7F: 3 clusters Score -3.48894e+07 nChanged 20591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228142 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -34903696.000000 Penalty: 6301.781250
	Iteration 8F: 3 clusters Score -3.49037e+07 nChanged 21716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246920 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -34921164.000000 Penalty: 6301.781250
	Iteration 9F: 3 clusters Score -3.492116e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262370 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -34936208.000000 Penalty: 6301.781250
	Iteration 10F: 3 clusters Score -3.493621e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272877 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -34947308.000000 Penalty: 6301.781250
	Iteration 11Q: 3 clusters Score -3.494731e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279909 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -34954688.000000 Penalty: 6301.781250
	Iteration 12Q: 3 clusters Score -3.495469e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284883 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -34959164.000000 Penalty: 6301.781250
	Iteration 13Q: 3 clusters Score -3.495916e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289075 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -34962176.000000 Penalty: 6301.781250
	Iteration 14Q: 3 clusters Score -3.496218e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293017 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -34964772.000000 Penalty: 6301.781250
	Iteration 15Q: 3 clusters Score -3.496477e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296742 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -34967368.000000 Penalty: 6301.781250
	Iteration 16Q: 3 clusters Score -3.496737e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300232 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -34969612.000000 Penalty: 6301.781250
	Iteration 17Q: 3 clusters Score -3.496961e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303353 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -34971484.000000 Penalty: 6301.781250
	Iteration 18Q: 3 clusters Score -3.497148e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306264 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -34973268.000000 Penalty: 6301.781250
	Iteration 19Q: 3 clusters Score -3.497327e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308979 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -34975016.000000 Penalty: 6301.781250
	Iteration 20F: 3 clusters Score -3.497502e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311461 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -34976696.000000 Penalty: 6301.781250
	Iteration 21Q: 3 clusters Score -3.49767e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313769 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -34978028.000000 Penalty: 6301.781250
	Iteration 22Q: 3 clusters Score -3.497803e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315852 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -34979252.000000 Penalty: 6301.781250
	Iteration 23Q: 3 clusters Score -3.497925e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317680 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -34980236.000000 Penalty: 6301.781250
	Iteration 24Q: 3 clusters Score -3.498024e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319303 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -34981204.000000 Penalty: 6301.781250
	Iteration 25Q: 3 clusters Score -3.49812e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320734 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -34981888.000000 Penalty: 6301.781250
	Iteration 26Q: 3 clusters Score -3.498189e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321929 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -34982504.000000 Penalty: 6301.781250
	Iteration 27Q: 3 clusters Score -3.49825e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322960 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -34983012.000000 Penalty: 6301.781250
	Iteration 28Q: 3 clusters Score -3.498301e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323838 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -34983344.000000 Penalty: 6301.781250
	Iteration 29Q: 3 clusters Score -3.498334e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324569 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -34983524.000000 Penalty: 6301.781250
	Iteration 30Q: 3 clusters Score -3.498352e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325206 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -34983776.000000 Penalty: 6301.781250
	Iteration 31Q: 3 clusters Score -3.498378e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325748 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -34984044.000000 Penalty: 6301.781250
	Iteration 32Q: 3 clusters Score -3.498404e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326201 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -34984304.000000 Penalty: 6301.781250
	Iteration 33Q: 3 clusters Score -3.49843e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326569 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -34984504.000000 Penalty: 6301.781250
	Iteration 34Q: 3 clusters Score -3.49845e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326858 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -34984660.000000 Penalty: 6301.781250
	Iteration 35Q: 3 clusters Score -3.498466e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327120 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -34984648.000000 Penalty: 6301.781250
	Iteration 36Q: 3 clusters Score -3.498465e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327328 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -34984808.000000 Penalty: 6301.781250
	Iteration 37Q: 3 clusters Score -3.498481e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327497 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -34984912.000000 Penalty: 6301.781250
	Iteration 38Q: 3 clusters Score -3.498491e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327627 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -34984948.000000 Penalty: 6301.781250
	Iteration 39Q: 3 clusters Score -3.498495e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327717 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -34984988.000000 Penalty: 6301.781250
	Iteration 40F: 3 clusters Score -3.498499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327817 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -34985064.000000 Penalty: 6301.781250
	Iteration 41Q: 3 clusters Score -3.498506e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327901 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -34985140.000000 Penalty: 6301.781250
	Iteration 42Q: 3 clusters Score -3.498514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327963 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -34985188.000000 Penalty: 6301.781250
	Iteration 43Q: 3 clusters Score -3.498519e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328016 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -34985228.000000 Penalty: 6301.781250
	Iteration 44Q: 3 clusters Score -3.498523e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328073 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -34985228.000000 Penalty: 6301.781250
	Iteration 45Q: 3 clusters Score -3.498523e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328119 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -34985240.000000 Penalty: 6301.781250
	Iteration 46Q: 3 clusters Score -3.498524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328168 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -34985264.000000 Penalty: 6301.781250
	Iteration 47Q: 3 clusters Score -3.498526e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328206 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -34985308.000000 Penalty: 6301.781250
	Iteration 48Q: 3 clusters Score -3.498531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328240 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -34985356.000000 Penalty: 6301.781250
	Iteration 49Q: 3 clusters Score -3.498536e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328265 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -34985352.000000 Penalty: 6301.781250
	Iteration 50Q: 3 clusters Score -3.498535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328291 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -34985336.000000 Penalty: 6301.781250
	Iteration 51Q: 3 clusters Score -3.498534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328314 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -34985356.000000 Penalty: 6301.781250
	Iteration 52Q: 3 clusters Score -3.498536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328327 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -34985368.000000 Penalty: 6301.781250
	Iteration 53Q: 3 clusters Score -3.498537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328340 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -34985392.000000 Penalty: 6301.781250
	Iteration 54Q: 3 clusters Score -3.498539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328355 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -34985388.000000 Penalty: 6301.781250
	Iteration 55Q: 3 clusters Score -3.498539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328364 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -34985392.000000 Penalty: 6301.781250
	Iteration 56Q: 3 clusters Score -3.498539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328377 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -34985396.000000 Penalty: 6301.781250
	Iteration 57Q: 3 clusters Score -3.49854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328393 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -34985400.000000 Penalty: 6301.781250
	Iteration 58Q: 3 clusters Score -3.49854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328407 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -34985432.000000 Penalty: 6301.781250
	Iteration 59Q: 3 clusters Score -3.498543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328427 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -34985432.000000 Penalty: 6301.781250
	Iteration 60F: 3 clusters Score -3.498543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328448 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -34985460.000000 Penalty: 6301.781250
	Iteration 61Q: 3 clusters Score -3.498546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328462 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -34985484.000000 Penalty: 6301.781250
	Iteration 62Q: 3 clusters Score -3.498548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328478 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -34985468.000000 Penalty: 6301.781250
	Iteration 63Q: 3 clusters Score -3.498547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328490 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -34985492.000000 Penalty: 6301.781250
	Iteration 64Q: 3 clusters Score -3.498549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328498 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -34985472.000000 Penalty: 6301.781250
	Iteration 65Q: 3 clusters Score -3.498547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328499 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -34985464.000000 Penalty: 6301.781250
	Iteration 66Q: 3 clusters Score -3.498546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328500 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -34985480.000000 Penalty: 6301.781250
	Iteration 67Q: 3 clusters Score -3.498548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328502 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -34985464.000000 Penalty: 6301.781250
	Iteration 68Q: 3 clusters Score -3.498546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328511 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -34985468.000000 Penalty: 6301.781250
	Iteration 69Q: 3 clusters Score -3.498547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328517 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -34985480.000000 Penalty: 6301.781250
	Iteration 70Q: 3 clusters Score -3.498548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328520 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -34985472.000000 Penalty: 6301.781250
	Iteration 71Q: 3 clusters Score -3.498547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328523 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -34985488.000000 Penalty: 6301.781250
	Iteration 72Q: 3 clusters Score -3.498549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328533 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -34985520.000000 Penalty: 6301.781250
	Iteration 73Q: 3 clusters Score -3.498552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328550 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -34985516.000000 Penalty: 6301.781250
	Iteration 74Q: 3 clusters Score -3.498552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328560 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -34985524.000000 Penalty: 6301.781250
	Iteration 75Q: 3 clusters Score -3.498552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328563 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -34985520.000000 Penalty: 6301.781250
	Iteration 76Q: 3 clusters Score -3.498552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328572 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -34985540.000000 Penalty: 6301.781250
	Iteration 77Q: 3 clusters Score -3.498554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328583 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -34985536.000000 Penalty: 6301.781250
	Iteration 78Q: 3 clusters Score -3.498554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328591 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -34985540.000000 Penalty: 6301.781250
	Iteration 79Q: 3 clusters Score -3.498554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328594 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -34985544.000000 Penalty: 6301.781250
	Iteration 80F: 3 clusters Score -3.498554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328594 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -34985536.000000 Penalty: 6301.781250
	Iteration 81Q: 3 clusters Score -3.498554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328595 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34985532.000000 Penalty: 6301.781250
	Iteration 82Q: 3 clusters Score -3.498553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328595 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34985552.000000 Penalty: 6301.781250
	Iteration 83Q: 3 clusters Score -3.498555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328597 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -34985556.000000 Penalty: 6301.781250
	Iteration 84Q: 3 clusters Score -3.498556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328601 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -34985544.000000 Penalty: 6301.781250
	Iteration 85Q: 3 clusters Score -3.498554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328602 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -34985548.000000 Penalty: 6301.781250
	Iteration 86Q: 3 clusters Score -3.498555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328605 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -34985560.000000 Penalty: 6301.781250
	Iteration 87Q: 3 clusters Score -3.498556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34985544.000000 Penalty: 6301.781250
	Iteration 88Q: 3 clusters Score -3.498554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328612 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -34985544.000000 Penalty: 6301.781250
	Iteration 89Q: 3 clusters Score -3.498554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328613 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -34985560.000000 Penalty: 6301.781250
	Iteration 90Q: 3 clusters Score -3.498556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328615 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -34985548.000000 Penalty: 6301.781250
	Iteration 91Q: 3 clusters Score -3.498555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328616 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -34985560.000000 Penalty: 6301.781250
	Iteration 92Q: 3 clusters Score -3.498556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328616 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -34985560.000000 Penalty: 6301.781250
	Iteration 93F: 3 clusters Score -3.498556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -981597.562500 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -981597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -974380.437500 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -974380.4 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -976408.250000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -976408.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -976640.687500 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -976640.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -976818.000000 Penalty: 4534.515625
	Iteration 3Q: 3 clusters Score -976818 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -976949.875000 Penalty: 4534.515625
	Iteration 4Q: 3 clusters Score -976949.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -977049.125000 Penalty: 4534.515625
	Iteration 5Q: 3 clusters Score -977049.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -977119.500000 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -977119.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -977180.125000 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -977180.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -977229.562500 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -977229.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -977284.625000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -977284.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -977358.187500 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -977358.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -977448.375000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -977448.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -977555.875000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -977555.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -977660.562500 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -977660.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -977772.312500 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -977772.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -977902.500000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -977902.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -978036.125000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -978036.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -978209.437500 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -978209.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -978408.562500 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -978408.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -978608.875000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -978608.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -978797.375000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -978797.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -978981.312500 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -978981.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -979122.625000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -979122.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -979256.125000 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -979256.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -979358.500000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -979358.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -979416.000000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -979416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -979464.062500 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -979464.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -979496.125000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -979496.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -979526.187500 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -979526.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -979546.562500 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -979546.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -979568.125000 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -979568.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -979580.312500 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -979580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -979589.062500 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -979589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -979591.312500 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -979591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -979595.625000 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -979595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -979595.250000 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -979595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -979597.875000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -979597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -979599.687500 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -979599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -979604.000000 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -979604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -979605.375000 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -979605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -979606.500000 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -979606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -979608.125000 Penalty: 4534.515625
	Iteration 41Q: 3 clusters Score -979608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -979608.125000 Penalty: 4534.515625
	Iteration 42F: 3 clusters Score -979608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -99918.015625 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -99918.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97934.718750 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -97934.72 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98220.523438 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -98220.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -98302.523438 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -98302.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98344.460938 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -98344.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98363.859375 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -98363.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98374.601562 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -98374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98385.375000 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -98385.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98389.195312 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -98389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98396.054688 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -98396.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98402.851562 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -98402.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98407.976562 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -98407.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98407.976562 Penalty: 3432.163330
	Iteration 11F: 3 clusters Score -98407.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Entering Unmasked Estep 
Score: -13590921.000000 Penalty: 2914.376221
	Iteration 0F: 2 clusters Score -1.359092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -13505918.000000 Penalty: 5828.752441
	Iteration 0F: 3 clusters Score -1.350592e+07 nChanged 60252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -13540663.000000 Penalty: 5828.752441
	Iteration 1F: 3 clusters Score -1.354066e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -13541767.000000 Penalty: 5828.752441
	Iteration 2Q: 3 clusters Score -1.354177e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -13543109.000000 Penalty: 5828.752441
	Iteration 3Q: 3 clusters Score -1.354311e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -13544968.000000 Penalty: 5828.752441
	Iteration 4Q: 3 clusters Score -1.354497e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -13547520.000000 Penalty: 5828.752441
	Iteration 5Q: 3 clusters Score -1.354752e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -13550354.000000 Penalty: 5828.752441
	Iteration 6Q: 3 clusters Score -1.355035e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -13553903.000000 Penalty: 5828.752441
	Iteration 7Q: 3 clusters Score -1.35539e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -13558141.000000 Penalty: 5828.752441
	Iteration 8F: 3 clusters Score -1.355814e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -13563009.000000 Penalty: 5828.752441
	Iteration 9F: 3 clusters Score -1.356301e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -13567486.000000 Penalty: 5828.752441
	Iteration 10F: 3 clusters Score -1.356749e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -13571155.000000 Penalty: 5828.752441
	Iteration 11Q: 3 clusters Score -1.357116e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -13573400.000000 Penalty: 5828.752441
	Iteration 12Q: 3 clusters Score -1.35734e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -13574581.000000 Penalty: 5828.752441
	Iteration 13Q: 3 clusters Score -1.357458e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -13575301.000000 Penalty: 5828.752441
	Iteration 14Q: 3 clusters Score -1.35753e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -13575875.000000 Penalty: 5828.752441
	Iteration 15Q: 3 clusters Score -1.357588e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -13576445.000000 Penalty: 5828.752441
	Iteration 16Q: 3 clusters Score -1.357644e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -13577066.000000 Penalty: 5828.752441
	Iteration 17Q: 3 clusters Score -1.357707e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -13577709.000000 Penalty: 5828.752441
	Iteration 18Q: 3 clusters Score -1.357771e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -13578447.000000 Penalty: 5828.752441
	Iteration 19Q: 3 clusters Score -1.357845e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -13579214.000000 Penalty: 5828.752441
	Iteration 20F: 3 clusters Score -1.357921e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -13579957.000000 Penalty: 5828.752441
	Iteration 21Q: 3 clusters Score -1.357996e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -13580857.000000 Penalty: 5828.752441
	Iteration 22Q: 3 clusters Score -1.358086e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -13581762.000000 Penalty: 5828.752441
	Iteration 23Q: 3 clusters Score -1.358176e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 114632 members 
Entering Unmasked Estep 
Score: -13582601.000000 Penalty: 5828.752441
	Iteration 24Q: 3 clusters Score -1.35826e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -13583427.000000 Penalty: 5828.752441
	Iteration 25Q: 3 clusters Score -1.358343e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -13584329.000000 Penalty: 5828.752441
	Iteration 26Q: 3 clusters Score -1.358433e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 119771 members 
Entering Unmasked Estep 
Score: -13585178.000000 Penalty: 5828.752441
	Iteration 27Q: 3 clusters Score -1.358518e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -13585848.000000 Penalty: 5828.752441
	Iteration 28Q: 3 clusters Score -1.358585e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 122305 members 
Entering Unmasked Estep 
Score: -13586464.000000 Penalty: 5828.752441
	Iteration 29Q: 3 clusters Score -1.358646e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -13586993.000000 Penalty: 5828.752441
	Iteration 30Q: 3 clusters Score -1.358699e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -13587406.000000 Penalty: 5828.752441
	Iteration 31Q: 3 clusters Score -1.358741e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -13587743.000000 Penalty: 5828.752441
	Iteration 32Q: 3 clusters Score -1.358774e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -13587952.000000 Penalty: 5828.752441
	Iteration 33Q: 3 clusters Score -1.358795e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 125156 members 
Entering Unmasked Estep 
Score: -13588144.000000 Penalty: 5828.752441
	Iteration 34Q: 3 clusters Score -1.358814e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -13588280.000000 Penalty: 5828.752441
	Iteration 35Q: 3 clusters Score -1.358828e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 125495 members 
Entering Unmasked Estep 
Score: -13588389.000000 Penalty: 5828.752441
	Iteration 36Q: 3 clusters Score -1.358839e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -13588448.000000 Penalty: 5828.752441
	Iteration 37Q: 3 clusters Score -1.358845e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -13588474.000000 Penalty: 5828.752441
	Iteration 38Q: 3 clusters Score -1.358847e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -13588509.000000 Penalty: 5828.752441
	Iteration 39Q: 3 clusters Score -1.358851e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 125773 members 
Entering Unmasked Estep 
Score: -13588534.000000 Penalty: 5828.752441
	Iteration 40F: 3 clusters Score -1.358853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -13588548.000000 Penalty: 5828.752441
	Iteration 41Q: 3 clusters Score -1.358855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -13588555.000000 Penalty: 5828.752441
	Iteration 42Q: 3 clusters Score -1.358856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -13588564.000000 Penalty: 5828.752441
	Iteration 43Q: 3 clusters Score -1.358856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -13588576.000000 Penalty: 5828.752441
	Iteration 44Q: 3 clusters Score -1.358858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -13588577.000000 Penalty: 5828.752441
	Iteration 45Q: 3 clusters Score -1.358858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 125903 members 
Entering Unmasked Estep 
Score: -13588598.000000 Penalty: 5828.752441
	Iteration 46Q: 3 clusters Score -1.35886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 125913 members 
Entering Unmasked Estep 
Score: -13588607.000000 Penalty: 5828.752441
	Iteration 47Q: 3 clusters Score -1.358861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -13588599.000000 Penalty: 5828.752441
	Iteration 48Q: 3 clusters Score -1.35886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -13588602.000000 Penalty: 5828.752441
	Iteration 49Q: 3 clusters Score -1.35886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -13588603.000000 Penalty: 5828.752441
	Iteration 50Q: 3 clusters Score -1.35886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -13588605.000000 Penalty: 5828.752441
	Iteration 51Q: 3 clusters Score -1.35886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 125928 members 
Entering Unmasked Estep 
Score: -13588601.000000 Penalty: 5828.752441
	Iteration 52Q: 3 clusters Score -1.35886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -13588592.000000 Penalty: 5828.752441
	Iteration 53Q: 3 clusters Score -1.358859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -13588595.000000 Penalty: 5828.752441
	Iteration 54Q: 3 clusters Score -1.35886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -13588603.000000 Penalty: 5828.752441
	Iteration 55Q: 3 clusters Score -1.35886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 125938 members 
Entering Unmasked Estep 
Score: -13588599.000000 Penalty: 5828.752441
	Iteration 56Q: 3 clusters Score -1.35886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -13588597.000000 Penalty: 5828.752441
	Iteration 57Q: 3 clusters Score -1.35886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -13588615.000000 Penalty: 5828.752441
	Iteration 58Q: 3 clusters Score -1.358862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 125956 members 
Entering Unmasked Estep 
Score: -13588608.000000 Penalty: 5828.752441
	Iteration 59Q: 3 clusters Score -1.358861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 125965 members 
Entering Unmasked Estep 
Score: -13588600.000000 Penalty: 5828.752441
	Iteration 60F: 3 clusters Score -1.35886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -13588608.000000 Penalty: 5828.752441
	Iteration 61Q: 3 clusters Score -1.358861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -13588614.000000 Penalty: 5828.752441
	Iteration 62Q: 3 clusters Score -1.358861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -13588614.000000 Penalty: 5828.752441
	Iteration 63F: 3 clusters Score -1.358861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Entering Unmasked Estep 
Score: -5765138.000000 Penalty: 2699.638916
	Iteration 0F: 2 clusters Score -5765138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5729246.500000 Penalty: 5399.277832
	Iteration 0F: 3 clusters Score -5729246 nChanged 24577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5742739.000000 Penalty: 5399.277832
	Iteration 1F: 3 clusters Score -5742739 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5743247.500000 Penalty: 5399.277832
	Iteration 2Q: 3 clusters Score -5743248 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5743869.500000 Penalty: 5399.277832
	Iteration 3Q: 3 clusters Score -5743870 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5744753.500000 Penalty: 5399.277832
	Iteration 4Q: 3 clusters Score -5744754 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5746093.500000 Penalty: 5399.277832
	Iteration 5Q: 3 clusters Score -5746094 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5748256.500000 Penalty: 5399.277832
	Iteration 6F: 3 clusters Score -5748256 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -5751454.000000 Penalty: 5399.277832
	Iteration 7F: 3 clusters Score -5751454 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5755190.500000 Penalty: 5399.277832
	Iteration 8F: 3 clusters Score -5755190 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -5758572.500000 Penalty: 5399.277832
	Iteration 9F: 3 clusters Score -5758572 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -5760733.000000 Penalty: 5399.277832
	Iteration 10Q: 3 clusters Score -5760733 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -5761843.000000 Penalty: 5399.277832
	Iteration 11Q: 3 clusters Score -5761843 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -5762308.000000 Penalty: 5399.277832
	Iteration 12Q: 3 clusters Score -5762308 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -5762521.000000 Penalty: 5399.277832
	Iteration 13Q: 3 clusters Score -5762521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -5762600.000000 Penalty: 5399.277832
	Iteration 14Q: 3 clusters Score -5762600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -5762669.000000 Penalty: 5399.277832
	Iteration 15Q: 3 clusters Score -5762669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -5762693.500000 Penalty: 5399.277832
	Iteration 16Q: 3 clusters Score -5762694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -5762710.000000 Penalty: 5399.277832
	Iteration 17Q: 3 clusters Score -5762710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -5762732.000000 Penalty: 5399.277832
	Iteration 18Q: 3 clusters Score -5762732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -5762744.500000 Penalty: 5399.277832
	Iteration 19Q: 3 clusters Score -5762744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -5762751.000000 Penalty: 5399.277832
	Iteration 20F: 3 clusters Score -5762751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -5762761.500000 Penalty: 5399.277832
	Iteration 21Q: 3 clusters Score -5762762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -5762765.500000 Penalty: 5399.277832
	Iteration 22Q: 3 clusters Score -5762766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -5762765.500000 Penalty: 5399.277832
	Iteration 23F: 3 clusters Score -5762766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -38917.859375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -38917.86 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 196 members 
Entering Unmasked Estep 
Score: -37485.652344 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -37485.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37645.890625 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -37645.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37679.679688 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -37679.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37687.304688 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -37687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37687.304688 Penalty: 2995.966309
	Iteration 4F: 3 clusters Score -37687.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 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 175 members 
Entering Unmasked Estep 
Score: -28174.482422 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28174.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28296.683594 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28296.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28325.025391 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28325.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28344.326172 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28344.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28354.878906 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28354.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28361.738281 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -28361.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28361.738281 Penalty: 2876.350098
	Iteration 6F: 3 clusters Score -28361.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Entering Unmasked Estep 
Score: -1546384.750000 Penalty: 2378.305176
	Iteration 0F: 2 clusters Score -1546385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1535767.000000 Penalty: 4756.610352
	Iteration 0F: 3 clusters Score -1535767 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1539227.250000 Penalty: 4756.610352
	Iteration 1F: 3 clusters Score -1539227 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1539702.125000 Penalty: 4756.610352
	Iteration 2F: 3 clusters Score -1539702 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1540235.375000 Penalty: 4756.610352
	Iteration 3F: 3 clusters Score -1540235 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1540888.750000 Penalty: 4756.610352
	Iteration 4F: 3 clusters Score -1540889 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1541578.375000 Penalty: 4756.610352
	Iteration 5F: 3 clusters Score -1541578 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1542310.250000 Penalty: 4756.610352
	Iteration 6F: 3 clusters Score -1542310 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1543029.750000 Penalty: 4756.610352
	Iteration 7F: 3 clusters Score -1543030 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1543651.000000 Penalty: 4756.610352
	Iteration 8F: 3 clusters Score -1543651 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1544009.125000 Penalty: 4756.610352
	Iteration 9Q: 3 clusters Score -1544009 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1544195.000000 Penalty: 4756.610352
	Iteration 10Q: 3 clusters Score -1544195 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1544310.375000 Penalty: 4756.610352
	Iteration 11Q: 3 clusters Score -1544310 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1544386.875000 Penalty: 4756.610352
	Iteration 12Q: 3 clusters Score -1544387 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1544445.875000 Penalty: 4756.610352
	Iteration 13Q: 3 clusters Score -1544446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1544489.625000 Penalty: 4756.610352
	Iteration 14Q: 3 clusters Score -1544490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1544520.625000 Penalty: 4756.610352
	Iteration 15Q: 3 clusters Score -1544521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1544552.750000 Penalty: 4756.610352
	Iteration 16Q: 3 clusters Score -1544553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1544576.125000 Penalty: 4756.610352
	Iteration 17Q: 3 clusters Score -1544576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1544593.625000 Penalty: 4756.610352
	Iteration 18Q: 3 clusters Score -1544594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1544606.500000 Penalty: 4756.610352
	Iteration 19Q: 3 clusters Score -1544606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1544612.625000 Penalty: 4756.610352
	Iteration 20F: 3 clusters Score -1544613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1544622.500000 Penalty: 4756.610352
	Iteration 21Q: 3 clusters Score -1544622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1544631.875000 Penalty: 4756.610352
	Iteration 22Q: 3 clusters Score -1544632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1544633.125000 Penalty: 4756.610352
	Iteration 23Q: 3 clusters Score -1544633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1544637.625000 Penalty: 4756.610352
	Iteration 24Q: 3 clusters Score -1544638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1544649.750000 Penalty: 4756.610352
	Iteration 25Q: 3 clusters Score -1544650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1544655.250000 Penalty: 4756.610352
	Iteration 26Q: 3 clusters Score -1544655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1544660.000000 Penalty: 4756.610352
	Iteration 27Q: 3 clusters Score -1544660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1544668.500000 Penalty: 4756.610352
	Iteration 28Q: 3 clusters Score -1544668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1544677.750000 Penalty: 4756.610352
	Iteration 29Q: 3 clusters Score -1544678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1544685.125000 Penalty: 4756.610352
	Iteration 30Q: 3 clusters Score -1544685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1544686.875000 Penalty: 4756.610352
	Iteration 31Q: 3 clusters Score -1544687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1544688.500000 Penalty: 4756.610352
	Iteration 32Q: 3 clusters Score -1544688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1544693.875000 Penalty: 4756.610352
	Iteration 33Q: 3 clusters Score -1544694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1544701.250000 Penalty: 4756.610352
	Iteration 34Q: 3 clusters Score -1544701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1544699.375000 Penalty: 4756.610352
	Iteration 35Q: 3 clusters Score -1544699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1544700.500000 Penalty: 4756.610352
	Iteration 36Q: 3 clusters Score -1544700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1544705.000000 Penalty: 4756.610352
	Iteration 37Q: 3 clusters Score -1544705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1544711.625000 Penalty: 4756.610352
	Iteration 38Q: 3 clusters Score -1544712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1544717.750000 Penalty: 4756.610352
	Iteration 39Q: 3 clusters Score -1544718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1544721.500000 Penalty: 4756.610352
	Iteration 40F: 3 clusters Score -1544722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1544720.000000 Penalty: 4756.610352
	Iteration 41Q: 3 clusters Score -1544720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1544719.250000 Penalty: 4756.610352
	Iteration 42Q: 3 clusters Score -1544719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1544719.875000 Penalty: 4756.610352
	Iteration 43Q: 3 clusters Score -1544720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1544721.750000 Penalty: 4756.610352
	Iteration 44Q: 3 clusters Score -1544722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1544723.000000 Penalty: 4756.610352
	Iteration 45Q: 3 clusters Score -1544723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1544722.750000 Penalty: 4756.610352
	Iteration 46Q: 3 clusters Score -1544723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1544721.000000 Penalty: 4756.610352
	Iteration 47Q: 3 clusters Score -1544721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1544722.125000 Penalty: 4756.610352
	Iteration 48Q: 3 clusters Score -1544722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1544722.625000 Penalty: 4756.610352
	Iteration 49Q: 3 clusters Score -1544723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1544725.750000 Penalty: 4756.610352
	Iteration 50Q: 3 clusters Score -1544726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1544725.750000 Penalty: 4756.610352
	Iteration 51F: 3 clusters Score -1544726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -46828.968750 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -46828.97 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 237 members 
Entering Unmasked Estep 
Score: -45296.304688 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -45296.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45496.625000 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -45496.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45560.933594 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -45560.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45591.101562 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -45591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45598.519531 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -45598.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45606.746094 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -45606.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45615.378906 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -45615.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45620.453125 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -45620.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45620.453125 Penalty: 3090.318848
	Iteration 8F: 3 clusters Score -45620.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Entering Unmasked Estep 
Score: -6125155.500000 Penalty: 2728.409180
	Iteration 0F: 2 clusters Score -6125156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6084891.500000 Penalty: 5456.818359
	Iteration 0F: 3 clusters Score -6084892 nChanged 27969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -6100693.000000 Penalty: 5456.818359
	Iteration 1F: 3 clusters Score -6100693 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -6101365.500000 Penalty: 5456.818359
	Iteration 2Q: 3 clusters Score -6101366 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -6102181.000000 Penalty: 5456.818359
	Iteration 3Q: 3 clusters Score -6102181 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -6103189.500000 Penalty: 5456.818359
	Iteration 4Q: 3 clusters Score -6103190 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -6104906.000000 Penalty: 5456.818359
	Iteration 5F: 3 clusters Score -6104906 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -6107570.000000 Penalty: 5456.818359
	Iteration 6F: 3 clusters Score -6107570 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -6111379.500000 Penalty: 5456.818359
	Iteration 7F: 3 clusters Score -6111380 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6115798.500000 Penalty: 5456.818359
	Iteration 8F: 3 clusters Score -6115798 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -6119381.500000 Penalty: 5456.818359
	Iteration 9F: 3 clusters Score -6119382 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -6121320.500000 Penalty: 5456.818359
	Iteration 10Q: 3 clusters Score -6121320 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -6122204.000000 Penalty: 5456.818359
	Iteration 11Q: 3 clusters Score -6122204 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -6122542.500000 Penalty: 5456.818359
	Iteration 12Q: 3 clusters Score -6122542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -6122670.500000 Penalty: 5456.818359
	Iteration 13Q: 3 clusters Score -6122670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -6122710.500000 Penalty: 5456.818359
	Iteration 14Q: 3 clusters Score -6122710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -6122763.000000 Penalty: 5456.818359
	Iteration 15Q: 3 clusters Score -6122763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -6122784.000000 Penalty: 5456.818359
	Iteration 16Q: 3 clusters Score -6122784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -6122804.000000 Penalty: 5456.818359
	Iteration 17Q: 3 clusters Score -6122804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -6122817.500000 Penalty: 5456.818359
	Iteration 18Q: 3 clusters Score -6122818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -6122829.500000 Penalty: 5456.818359
	Iteration 19Q: 3 clusters Score -6122830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -6122831.500000 Penalty: 5456.818359
	Iteration 20F: 3 clusters Score -6122832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -6122837.500000 Penalty: 5456.818359
	Iteration 21Q: 3 clusters Score -6122838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -6122837.500000 Penalty: 5456.818359
	Iteration 22F: 3 clusters Score -6122838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -42944.175781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -42944.18 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 243 members 
Entering Unmasked Estep 
Score: -41433.101562 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -41433.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41570.382812 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -41570.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41627.890625 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -41627.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41641.035156 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -41641.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41652.093750 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -41652.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41667.027344 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -41667.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41676.125000 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -41676.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41681.519531 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -41681.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41685.949219 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -41685.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41686.921875 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -41686.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41686.921875 Penalty: 3046.450439
	Iteration 10F: 3 clusters Score -41686.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 125334 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50494 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23432 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65572 members 
Mstep: Class 12 contains 236549 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355256 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 329458 members 
Mstep: Class 19 contains 9341 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126946 members 
Mstep: Class 22 contains 53404 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14617 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 59973 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415376.000000 Penalty: 98863.570312
Iteration 359Q: 29 clusters Score -1.584154e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 125109 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50514 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23427 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65476 members 
Mstep: Class 12 contains 236556 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355251 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 329641 members 
Mstep: Class 19 contains 9346 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126927 members 
Mstep: Class 22 contains 53397 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14610 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60120 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415312.000000 Penalty: 98863.570312
Iteration 360F: 29 clusters Score -1.584153e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 124900 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50528 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23421 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65401 members 
Mstep: Class 12 contains 236576 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355241 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 329803 members 
Mstep: Class 19 contains 9353 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126905 members 
Mstep: Class 22 contains 53395 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14596 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60242 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415664.000000 Penalty: 98863.570312
Iteration 361Q: 29 clusters Score -1.584157e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 124672 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50543 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23412 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65354 members 
Mstep: Class 12 contains 236662 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355191 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 329925 members 
Mstep: Class 19 contains 9361 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126888 members 
Mstep: Class 22 contains 53391 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14583 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60364 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415584.000000 Penalty: 98863.570312
Iteration 362Q: 29 clusters Score -1.584156e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 124456 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50555 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23408 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65320 members 
Mstep: Class 12 contains 236755 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355132 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330031 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126873 members 
Mstep: Class 22 contains 53391 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14580 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60472 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415648.000000 Penalty: 98863.570312
Iteration 363Q: 29 clusters Score -1.584156e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 124224 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50557 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23406 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65260 members 
Mstep: Class 12 contains 236867 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355059 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330180 members 
Mstep: Class 19 contains 9364 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126864 members 
Mstep: Class 22 contains 53380 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14574 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60588 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415824.000000 Penalty: 98863.570312
Iteration 364Q: 29 clusters Score -1.584158e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 123986 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50560 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23407 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65201 members 
Mstep: Class 12 contains 236994 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355004 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330314 members 
Mstep: Class 19 contains 9364 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126856 members 
Mstep: Class 22 contains 53371 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14570 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60688 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415408.000000 Penalty: 98863.570312
Iteration 365Q: 29 clusters Score -1.584154e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 123735 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50557 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23403 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65164 members 
Mstep: Class 12 contains 237142 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355006 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330413 members 
Mstep: Class 19 contains 9368 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126836 members 
Mstep: Class 22 contains 53361 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14561 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60766 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415520.000000 Penalty: 98863.570312
Iteration 366Q: 29 clusters Score -1.584155e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 123497 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50568 members 
Mstep: Class 6 contains 2723 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23404 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65122 members 
Mstep: Class 12 contains 237289 members 
Mstep: Class 13 contains 28325 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355008 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330485 members 
Mstep: Class 19 contains 9374 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126805 members 
Mstep: Class 22 contains 53354 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14545 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60838 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415552.000000 Penalty: 98863.570312
Iteration 367Q: 29 clusters Score -1.584156e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 123260 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50574 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23399 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65070 members 
Mstep: Class 12 contains 237429 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355039 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330575 members 
Mstep: Class 19 contains 9370 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126769 members 
Mstep: Class 22 contains 53338 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14538 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60911 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415600.000000 Penalty: 98863.570312
Iteration 368Q: 29 clusters Score -1.584156e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 123008 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50591 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23395 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 65039 members 
Mstep: Class 12 contains 237569 members 
Mstep: Class 13 contains 28332 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355061 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330656 members 
Mstep: Class 19 contains 9371 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126739 members 
Mstep: Class 22 contains 53332 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14526 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 60973 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415728.000000 Penalty: 98863.570312
Iteration 369Q: 29 clusters Score -1.584157e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 122756 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50598 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23396 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64996 members 
Mstep: Class 12 contains 237722 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355077 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330719 members 
Mstep: Class 19 contains 9375 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126727 members 
Mstep: Class 22 contains 53323 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61032 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415744.000000 Penalty: 98863.570312
Iteration 370Q: 29 clusters Score -1.584157e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 122524 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50608 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23391 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64937 members 
Mstep: Class 12 contains 237863 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355104 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330766 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126705 members 
Mstep: Class 22 contains 53319 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14503 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61111 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415872.000000 Penalty: 98863.570312
Iteration 371Q: 29 clusters Score -1.584159e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 122309 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50623 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23390 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64877 members 
Mstep: Class 12 contains 237987 members 
Mstep: Class 13 contains 28343 members 
Mstep: Class 14 contains 10831 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355111 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330830 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126697 members 
Mstep: Class 22 contains 53318 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14482 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61187 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415856.000000 Penalty: 98863.570312
Iteration 372Q: 29 clusters Score -1.584159e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 122087 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50643 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23385 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64812 members 
Mstep: Class 12 contains 238115 members 
Mstep: Class 13 contains 28337 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355115 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330918 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126680 members 
Mstep: Class 22 contains 53312 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14480 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61265 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415600.000000 Penalty: 98863.570312
Iteration 373Q: 29 clusters Score -1.584156e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 121854 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50658 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23377 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64750 members 
Mstep: Class 12 contains 238244 members 
Mstep: Class 13 contains 28344 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355152 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 330995 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126665 members 
Mstep: Class 22 contains 53297 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14472 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61348 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415504.000000 Penalty: 98863.570312
Iteration 374Q: 29 clusters Score -1.584155e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 121625 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50676 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23373 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64697 members 
Mstep: Class 12 contains 238339 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355229 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331052 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126647 members 
Mstep: Class 22 contains 53286 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14466 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61420 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415600.000000 Penalty: 98863.570312
Iteration 375Q: 29 clusters Score -1.584156e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 121372 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50696 members 
Mstep: Class 6 contains 2943 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23373 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64642 members 
Mstep: Class 12 contains 238394 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355366 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331077 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126639 members 
Mstep: Class 22 contains 53285 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14452 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 61511 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415696.000000 Penalty: 98863.570312
Iteration 376Q: 29 clusters Score -1.584157e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 121089 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50717 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23366 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64579 members 
Mstep: Class 12 contains 238464 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10808 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355511 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331133 members 
Mstep: Class 19 contains 9401 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126624 members 
Mstep: Class 22 contains 53284 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14434 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 61600 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415824.000000 Penalty: 98863.570312
Iteration 377Q: 29 clusters Score -1.584158e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 120793 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50721 members 
Mstep: Class 6 contains 2961 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23363 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64509 members 
Mstep: Class 12 contains 238557 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355641 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331217 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126599 members 
Mstep: Class 22 contains 53285 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14421 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 61696 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416144.000000 Penalty: 98863.570312
Iteration 378Q: 29 clusters Score -1.584161e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 120523 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50742 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64464 members 
Mstep: Class 12 contains 238629 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355743 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331292 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126575 members 
Mstep: Class 22 contains 53285 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14414 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 61787 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416144.000000 Penalty: 98863.570312
Iteration 379Q: 29 clusters Score -1.584161e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 120248 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50761 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23360 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64406 members 
Mstep: Class 12 contains 238682 members 
Mstep: Class 13 contains 28347 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355857 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331386 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126554 members 
Mstep: Class 22 contains 53298 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14411 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 61872 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415744.000000 Penalty: 98863.570312
Iteration 380F: 29 clusters Score -1.584157e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 119987 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50761 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64372 members 
Mstep: Class 12 contains 238771 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 355964 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331452 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126531 members 
Mstep: Class 22 contains 53293 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14407 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 61938 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416128.000000 Penalty: 98863.570312
Iteration 381Q: 29 clusters Score -1.584161e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 119727 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50771 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23362 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64323 members 
Mstep: Class 12 contains 238840 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356041 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331544 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126512 members 
Mstep: Class 22 contains 53288 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14413 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62002 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416112.000000 Penalty: 98863.570312
Iteration 382Q: 29 clusters Score -1.584161e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 119498 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50789 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64287 members 
Mstep: Class 12 contains 238922 members 
Mstep: Class 13 contains 28345 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356072 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331631 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126508 members 
Mstep: Class 22 contains 53272 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14418 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62068 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415968.000000 Penalty: 98863.570312
Iteration 383Q: 29 clusters Score -1.58416e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 119283 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50804 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23353 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64245 members 
Mstep: Class 12 contains 238949 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356164 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331718 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126493 members 
Mstep: Class 22 contains 53269 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14426 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62129 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415952.000000 Penalty: 98863.570312
Iteration 384Q: 29 clusters Score -1.58416e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 119046 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23353 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64205 members 
Mstep: Class 12 contains 238980 members 
Mstep: Class 13 contains 28344 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356234 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331823 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126481 members 
Mstep: Class 22 contains 53272 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14428 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62198 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415552.000000 Penalty: 98863.570312
Iteration 385Q: 29 clusters Score -1.584156e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 118830 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50820 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23348 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64184 members 
Mstep: Class 12 contains 239012 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356336 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331880 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126461 members 
Mstep: Class 22 contains 53283 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14417 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62261 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415248.000000 Penalty: 98863.570312
Iteration 386Q: 29 clusters Score -1.584152e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 118577 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50838 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23345 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64139 members 
Mstep: Class 12 contains 239093 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356409 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331929 members 
Mstep: Class 19 contains 9447 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126457 members 
Mstep: Class 22 contains 53291 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14410 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62335 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415104.000000 Penalty: 98863.570312
Iteration 387Q: 29 clusters Score -1.584151e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 118332 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50849 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23346 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64085 members 
Mstep: Class 12 contains 239202 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356472 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 331990 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126449 members 
Mstep: Class 22 contains 53291 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14403 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62399 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414928.000000 Penalty: 98863.570312
Iteration 388Q: 29 clusters Score -1.584149e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 118086 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23344 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 64039 members 
Mstep: Class 12 contains 239302 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356529 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332064 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126435 members 
Mstep: Class 22 contains 53284 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14397 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62468 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414912.000000 Penalty: 98863.570312
Iteration 389Q: 29 clusters Score -1.584149e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 117814 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50896 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23340 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63979 members 
Mstep: Class 12 contains 239402 members 
Mstep: Class 13 contains 28350 members 
Mstep: Class 14 contains 10792 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356587 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332165 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126428 members 
Mstep: Class 22 contains 53288 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14395 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62537 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414976.000000 Penalty: 98863.570312
Iteration 390Q: 29 clusters Score -1.58415e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 117518 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50921 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23330 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63937 members 
Mstep: Class 12 contains 239523 members 
Mstep: Class 13 contains 28347 members 
Mstep: Class 14 contains 10793 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356638 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332270 members 
Mstep: Class 19 contains 9469 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126399 members 
Mstep: Class 22 contains 53301 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14390 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62579 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415136.000000 Penalty: 98863.570312
Iteration 391Q: 29 clusters Score -1.584151e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 117204 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50954 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23322 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63896 members 
Mstep: Class 12 contains 239648 members 
Mstep: Class 13 contains 28350 members 
Mstep: Class 14 contains 10789 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356702 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332377 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126381 members 
Mstep: Class 22 contains 53300 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14385 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62617 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415280.000000 Penalty: 98863.570312
Iteration 392Q: 29 clusters Score -1.584153e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 116913 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50972 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23307 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63840 members 
Mstep: Class 12 contains 239751 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356778 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332478 members 
Mstep: Class 19 contains 9481 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126378 members 
Mstep: Class 22 contains 53297 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14381 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62668 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415168.000000 Penalty: 98863.570312
Iteration 393Q: 29 clusters Score -1.584152e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 116639 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50995 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23301 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63777 members 
Mstep: Class 12 contains 239836 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356876 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332579 members 
Mstep: Class 19 contains 9483 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126348 members 
Mstep: Class 22 contains 53297 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14373 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62736 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415248.000000 Penalty: 98863.570312
Iteration 394Q: 29 clusters Score -1.584152e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 116339 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51029 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23290 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63716 members 
Mstep: Class 12 contains 239928 members 
Mstep: Class 13 contains 28360 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 356967 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332671 members 
Mstep: Class 19 contains 9488 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126330 members 
Mstep: Class 22 contains 53300 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14366 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62811 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415296.000000 Penalty: 98863.570312
Iteration 395Q: 29 clusters Score -1.584153e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 116064 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51061 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63673 members 
Mstep: Class 12 contains 240016 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 10787 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357033 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 332769 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 126305 members 
Mstep: Class 22 contains 53299 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14356 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62878 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415456.000000 Penalty: 98863.570312
Iteration 396Q: 29 clusters Score -1.584155e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 115782 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51108 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63643 members 
Mstep: Class 12 contains 240109 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10793 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357115 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 332848 members 
Mstep: Class 19 contains 9502 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 126275 members 
Mstep: Class 22 contains 53301 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14337 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62935 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415152.000000 Penalty: 98863.570312
Iteration 397Q: 29 clusters Score -1.584152e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 115504 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51147 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23276 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63605 members 
Mstep: Class 12 contains 240169 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 10793 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357212 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 332944 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 126257 members 
Mstep: Class 22 contains 53297 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14328 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 62989 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415424.000000 Penalty: 98863.570312
Iteration 398Q: 29 clusters Score -1.584154e+08 nChanged 1212
Entering ConstructFrom: 
Score: -158415424.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (21028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Entering Unmasked Estep 
Score: -2276696.750000 Penalty: 2468.495361
	Iteration 0F: 2 clusters Score -2276697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2262008.750000 Penalty: 4936.990723
	Iteration 0F: 3 clusters Score -2262009 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2267066.250000 Penalty: 4936.990723
	Iteration 1F: 3 clusters Score -2267066 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2267480.500000 Penalty: 4936.990723
	Iteration 2F: 3 clusters Score -2267480 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2267853.250000 Penalty: 4936.990723
	Iteration 3Q: 3 clusters Score -2267853 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2268236.750000 Penalty: 4936.990723
	Iteration 4Q: 3 clusters Score -2268237 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2268662.000000 Penalty: 4936.990723
	Iteration 5Q: 3 clusters Score -2268662 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2269198.250000 Penalty: 4936.990723
	Iteration 6Q: 3 clusters Score -2269198 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2269817.750000 Penalty: 4936.990723
	Iteration 7Q: 3 clusters Score -2269818 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2270546.500000 Penalty: 4936.990723
	Iteration 8Q: 3 clusters Score -2270546 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2271332.500000 Penalty: 4936.990723
	Iteration 9Q: 3 clusters Score -2271332 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2272084.750000 Penalty: 4936.990723
	Iteration 10Q: 3 clusters Score -2272085 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2272741.000000 Penalty: 4936.990723
	Iteration 11Q: 3 clusters Score -2272741 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2273227.250000 Penalty: 4936.990723
	Iteration 12Q: 3 clusters Score -2273227 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2273623.750000 Penalty: 4936.990723
	Iteration 13Q: 3 clusters Score -2273624 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2273934.750000 Penalty: 4936.990723
	Iteration 14Q: 3 clusters Score -2273935 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2274174.000000 Penalty: 4936.990723
	Iteration 15Q: 3 clusters Score -2274174 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2274343.500000 Penalty: 4936.990723
	Iteration 16Q: 3 clusters Score -2274344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2274443.250000 Penalty: 4936.990723
	Iteration 17Q: 3 clusters Score -2274443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2274514.500000 Penalty: 4936.990723
	Iteration 18Q: 3 clusters Score -2274514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2274564.750000 Penalty: 4936.990723
	Iteration 19Q: 3 clusters Score -2274565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2274604.750000 Penalty: 4936.990723
	Iteration 20F: 3 clusters Score -2274605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2274635.000000 Penalty: 4936.990723
	Iteration 21Q: 3 clusters Score -2274635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2274653.750000 Penalty: 4936.990723
	Iteration 22Q: 3 clusters Score -2274654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2274666.750000 Penalty: 4936.990723
	Iteration 23Q: 3 clusters Score -2274667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2274679.250000 Penalty: 4936.990723
	Iteration 24Q: 3 clusters Score -2274679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2274693.000000 Penalty: 4936.990723
	Iteration 25Q: 3 clusters Score -2274693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2274695.500000 Penalty: 4936.990723
	Iteration 26Q: 3 clusters Score -2274696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2274699.500000 Penalty: 4936.990723
	Iteration 27Q: 3 clusters Score -2274700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2274703.250000 Penalty: 4936.990723
	Iteration 28Q: 3 clusters Score -2274703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2274708.250000 Penalty: 4936.990723
	Iteration 29Q: 3 clusters Score -2274708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2274709.250000 Penalty: 4936.990723
	Iteration 30Q: 3 clusters Score -2274709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2274711.000000 Penalty: 4936.990723
	Iteration 31Q: 3 clusters Score -2274711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2274711.000000 Penalty: 4936.990723
	Iteration 32F: 3 clusters Score -2274711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -105700.921875 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -105700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103699.726562 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -103699.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103987.656250 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -103987.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104066.023438 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -104066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104093.226562 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -104093.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104110.843750 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -104110.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104125.468750 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -104125.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104142.703125 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -104142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104151.437500 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -104151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104157.164062 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -104157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104166.640625 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -104166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104170.164062 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -104170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104171.625000 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -104171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104172.906250 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -104172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104174.250000 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -104174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104175.085938 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -104175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104176.429688 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -104176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104176.429688 Penalty: 3472.165771
	Iteration 16F: 3 clusters Score -104176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115222 members 
Entering Unmasked Estep 
Score: -12367671.000000 Penalty: 2890.344971
	Iteration 0F: 2 clusters Score -1.236767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -12290395.000000 Penalty: 5780.689941
	Iteration 0F: 3 clusters Score -1.22904e+07 nChanged 54634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -12322480.000000 Penalty: 5780.689941
	Iteration 1F: 3 clusters Score -1.232248e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -12323890.000000 Penalty: 5780.689941
	Iteration 2Q: 3 clusters Score -1.232389e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -12325723.000000 Penalty: 5780.689941
	Iteration 3Q: 3 clusters Score -1.232572e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -12328143.000000 Penalty: 5780.689941
	Iteration 4Q: 3 clusters Score -1.232814e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -12330957.000000 Penalty: 5780.689941
	Iteration 5F: 3 clusters Score -1.233096e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -12334608.000000 Penalty: 5780.689941
	Iteration 6F: 3 clusters Score -1.233461e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -12338959.000000 Penalty: 5780.689941
	Iteration 7F: 3 clusters Score -1.233896e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -12343470.000000 Penalty: 5780.689941
	Iteration 8F: 3 clusters Score -1.234347e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -12347129.000000 Penalty: 5780.689941
	Iteration 9F: 3 clusters Score -1.234713e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -12349266.000000 Penalty: 5780.689941
	Iteration 10Q: 3 clusters Score -1.234927e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -12350300.000000 Penalty: 5780.689941
	Iteration 11Q: 3 clusters Score -1.23503e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -12350868.000000 Penalty: 5780.689941
	Iteration 12Q: 3 clusters Score -1.235087e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -12351165.000000 Penalty: 5780.689941
	Iteration 13Q: 3 clusters Score -1.235116e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -12351434.000000 Penalty: 5780.689941
	Iteration 14Q: 3 clusters Score -1.235143e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -12351666.000000 Penalty: 5780.689941
	Iteration 15Q: 3 clusters Score -1.235167e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -12351872.000000 Penalty: 5780.689941
	Iteration 16Q: 3 clusters Score -1.235187e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -12352282.000000 Penalty: 5780.689941
	Iteration 17Q: 3 clusters Score -1.235228e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -12352804.000000 Penalty: 5780.689941
	Iteration 18Q: 3 clusters Score -1.23528e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -12353476.000000 Penalty: 5780.689941
	Iteration 19Q: 3 clusters Score -1.235348e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -12354264.000000 Penalty: 5780.689941
	Iteration 20F: 3 clusters Score -1.235426e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -12355300.000000 Penalty: 5780.689941
	Iteration 21Q: 3 clusters Score -1.23553e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -12356326.000000 Penalty: 5780.689941
	Iteration 22Q: 3 clusters Score -1.235633e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -12357472.000000 Penalty: 5780.689941
	Iteration 23Q: 3 clusters Score -1.235747e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -12358497.000000 Penalty: 5780.689941
	Iteration 24Q: 3 clusters Score -1.23585e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -12359497.000000 Penalty: 5780.689941
	Iteration 25Q: 3 clusters Score -1.23595e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -12360425.000000 Penalty: 5780.689941
	Iteration 26Q: 3 clusters Score -1.236042e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -12361270.000000 Penalty: 5780.689941
	Iteration 27Q: 3 clusters Score -1.236127e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -12361888.000000 Penalty: 5780.689941
	Iteration 28Q: 3 clusters Score -1.236189e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -12362464.000000 Penalty: 5780.689941
	Iteration 29Q: 3 clusters Score -1.236246e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -12362684.000000 Penalty: 5780.689941
	Iteration 30Q: 3 clusters Score -1.236268e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -12362835.000000 Penalty: 5780.689941
	Iteration 31Q: 3 clusters Score -1.236284e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -12362964.000000 Penalty: 5780.689941
	Iteration 32Q: 3 clusters Score -1.236296e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -12363044.000000 Penalty: 5780.689941
	Iteration 33Q: 3 clusters Score -1.236304e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -12363080.000000 Penalty: 5780.689941
	Iteration 34Q: 3 clusters Score -1.236308e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -12363085.000000 Penalty: 5780.689941
	Iteration 35Q: 3 clusters Score -1.236308e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -12363084.000000 Penalty: 5780.689941
	Iteration 36Q: 3 clusters Score -1.236308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -12363100.000000 Penalty: 5780.689941
	Iteration 37Q: 3 clusters Score -1.23631e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -12363113.000000 Penalty: 5780.689941
	Iteration 38Q: 3 clusters Score -1.236311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -12363120.000000 Penalty: 5780.689941
	Iteration 39Q: 3 clusters Score -1.236312e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -12363248.000000 Penalty: 5780.689941
	Iteration 40F: 3 clusters Score -1.236325e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -12363243.000000 Penalty: 5780.689941
	Iteration 41Q: 3 clusters Score -1.236324e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -12363254.000000 Penalty: 5780.689941
	Iteration 42Q: 3 clusters Score -1.236325e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -12363264.000000 Penalty: 5780.689941
	Iteration 43Q: 3 clusters Score -1.236326e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -12363287.000000 Penalty: 5780.689941
	Iteration 44Q: 3 clusters Score -1.236329e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -12363296.000000 Penalty: 5780.689941
	Iteration 45Q: 3 clusters Score -1.23633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -12363273.000000 Penalty: 5780.689941
	Iteration 46Q: 3 clusters Score -1.236327e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -12363291.000000 Penalty: 5780.689941
	Iteration 47Q: 3 clusters Score -1.236329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -12363308.000000 Penalty: 5780.689941
	Iteration 48Q: 3 clusters Score -1.236331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -12363301.000000 Penalty: 5780.689941
	Iteration 49Q: 3 clusters Score -1.23633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -12363297.000000 Penalty: 5780.689941
	Iteration 50Q: 3 clusters Score -1.23633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -12363296.000000 Penalty: 5780.689941
	Iteration 51Q: 3 clusters Score -1.23633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -12363306.000000 Penalty: 5780.689941
	Iteration 52Q: 3 clusters Score -1.236331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -12363295.000000 Penalty: 5780.689941
	Iteration 53Q: 3 clusters Score -1.23633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -12363284.000000 Penalty: 5780.689941
	Iteration 54Q: 3 clusters Score -1.236328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -12363277.000000 Penalty: 5780.689941
	Iteration 55Q: 3 clusters Score -1.236328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -12363276.000000 Penalty: 5780.689941
	Iteration 56Q: 3 clusters Score -1.236328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -12363277.000000 Penalty: 5780.689941
	Iteration 57Q: 3 clusters Score -1.236328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -12363272.000000 Penalty: 5780.689941
	Iteration 58Q: 3 clusters Score -1.236327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -12363275.000000 Penalty: 5780.689941
	Iteration 59Q: 3 clusters Score -1.236328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -12363283.000000 Penalty: 5780.689941
	Iteration 60F: 3 clusters Score -1.236328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -12363287.000000 Penalty: 5780.689941
	Iteration 61Q: 3 clusters Score -1.236329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -12363279.000000 Penalty: 5780.689941
	Iteration 62Q: 3 clusters Score -1.236328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -12363268.000000 Penalty: 5780.689941
	Iteration 63Q: 3 clusters Score -1.236327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -12363262.000000 Penalty: 5780.689941
	Iteration 64Q: 3 clusters Score -1.236326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -12363263.000000 Penalty: 5780.689941
	Iteration 65Q: 3 clusters Score -1.236326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -12363268.000000 Penalty: 5780.689941
	Iteration 66Q: 3 clusters Score -1.236327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -12363270.000000 Penalty: 5780.689941
	Iteration 67Q: 3 clusters Score -1.236327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -12363265.000000 Penalty: 5780.689941
	Iteration 68Q: 3 clusters Score -1.236326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -12363267.000000 Penalty: 5780.689941
	Iteration 69Q: 3 clusters Score -1.236327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -12363259.000000 Penalty: 5780.689941
	Iteration 70Q: 3 clusters Score -1.236326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -12363261.000000 Penalty: 5780.689941
	Iteration 71Q: 3 clusters Score -1.236326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -12363267.000000 Penalty: 5780.689941
	Iteration 72Q: 3 clusters Score -1.236327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -12363267.000000 Penalty: 5780.689941
	Iteration 73F: 3 clusters Score -1.236327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -18210.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -18210.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17008.121094 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -17008.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17107.394531 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -17107.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17117.556641 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -17117.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17123.492188 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -17123.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17123.492188 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -17123.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Entering Unmasked Estep 
Score: -5529352.500000 Penalty: 2689.206055
	Iteration 0F: 2 clusters Score -5529352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5494623.500000 Penalty: 5378.412109
	Iteration 0F: 3 clusters Score -5494624 nChanged 23644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5507760.500000 Penalty: 5378.412109
	Iteration 1F: 3 clusters Score -5507760 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5508322.500000 Penalty: 5378.412109
	Iteration 2Q: 3 clusters Score -5508322 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5508921.000000 Penalty: 5378.412109
	Iteration 3Q: 3 clusters Score -5508921 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5509631.000000 Penalty: 5378.412109
	Iteration 4Q: 3 clusters Score -5509631 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5510640.000000 Penalty: 5378.412109
	Iteration 5Q: 3 clusters Score -5510640 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5511911.500000 Penalty: 5378.412109
	Iteration 6Q: 3 clusters Score -5511912 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5513401.500000 Penalty: 5378.412109
	Iteration 7Q: 3 clusters Score -5513402 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5515159.500000 Penalty: 5378.412109
	Iteration 8F: 3 clusters Score -5515160 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5516900.000000 Penalty: 5378.412109
	Iteration 9F: 3 clusters Score -5516900 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5518543.500000 Penalty: 5378.412109
	Iteration 10F: 3 clusters Score -5518544 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5519811.500000 Penalty: 5378.412109
	Iteration 11Q: 3 clusters Score -5519812 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5520617.500000 Penalty: 5378.412109
	Iteration 12Q: 3 clusters Score -5520618 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5521073.500000 Penalty: 5378.412109
	Iteration 13Q: 3 clusters Score -5521074 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5521249.500000 Penalty: 5378.412109
	Iteration 14Q: 3 clusters Score -5521250 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5521400.500000 Penalty: 5378.412109
	Iteration 15Q: 3 clusters Score -5521400 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5521499.000000 Penalty: 5378.412109
	Iteration 16Q: 3 clusters Score -5521499 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5521548.500000 Penalty: 5378.412109
	Iteration 17Q: 3 clusters Score -5521548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5521592.500000 Penalty: 5378.412109
	Iteration 18Q: 3 clusters Score -5521592 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5521671.000000 Penalty: 5378.412109
	Iteration 19Q: 3 clusters Score -5521671 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -5521719.000000 Penalty: 5378.412109
	Iteration 20F: 3 clusters Score -5521719 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -5521721.500000 Penalty: 5378.412109
	Iteration 21Q: 3 clusters Score -5521722 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5521767.000000 Penalty: 5378.412109
	Iteration 22Q: 3 clusters Score -5521767 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5521780.500000 Penalty: 5378.412109
	Iteration 23Q: 3 clusters Score -5521780 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -5521823.000000 Penalty: 5378.412109
	Iteration 24Q: 3 clusters Score -5521823 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5521848.000000 Penalty: 5378.412109
	Iteration 25Q: 3 clusters Score -5521848 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -5521838.000000 Penalty: 5378.412109
	Iteration 26Q: 3 clusters Score -5521838 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5521853.000000 Penalty: 5378.412109
	Iteration 27Q: 3 clusters Score -5521853 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5521896.500000 Penalty: 5378.412109
	Iteration 28Q: 3 clusters Score -5521896 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -5521979.500000 Penalty: 5378.412109
	Iteration 29Q: 3 clusters Score -5521980 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -5521982.500000 Penalty: 5378.412109
	Iteration 30Q: 3 clusters Score -5521982 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -5522024.000000 Penalty: 5378.412109
	Iteration 31Q: 3 clusters Score -5522024 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5522087.000000 Penalty: 5378.412109
	Iteration 32Q: 3 clusters Score -5522087 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5522152.500000 Penalty: 5378.412109
	Iteration 33Q: 3 clusters Score -5522152 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -5522211.000000 Penalty: 5378.412109
	Iteration 34Q: 3 clusters Score -5522211 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5522330.500000 Penalty: 5378.412109
	Iteration 35Q: 3 clusters Score -5522330 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5522457.500000 Penalty: 5378.412109
	Iteration 36Q: 3 clusters Score -5522458 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5522606.500000 Penalty: 5378.412109
	Iteration 37Q: 3 clusters Score -5522606 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -5522747.500000 Penalty: 5378.412109
	Iteration 38Q: 3 clusters Score -5522748 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -5522915.500000 Penalty: 5378.412109
	Iteration 39Q: 3 clusters Score -5522916 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5523044.000000 Penalty: 5378.412109
	Iteration 40F: 3 clusters Score -5523044 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -5523140.500000 Penalty: 5378.412109
	Iteration 41Q: 3 clusters Score -5523140 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5523268.500000 Penalty: 5378.412109
	Iteration 42Q: 3 clusters Score -5523268 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5523389.000000 Penalty: 5378.412109
	Iteration 43Q: 3 clusters Score -5523389 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -5523489.000000 Penalty: 5378.412109
	Iteration 44Q: 3 clusters Score -5523489 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -5523570.500000 Penalty: 5378.412109
	Iteration 45Q: 3 clusters Score -5523570 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -5523659.000000 Penalty: 5378.412109
	Iteration 46Q: 3 clusters Score -5523659 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -5523722.000000 Penalty: 5378.412109
	Iteration 47Q: 3 clusters Score -5523722 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5523823.500000 Penalty: 5378.412109
	Iteration 48Q: 3 clusters Score -5523824 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5523895.000000 Penalty: 5378.412109
	Iteration 49Q: 3 clusters Score -5523895 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -5523988.000000 Penalty: 5378.412109
	Iteration 50Q: 3 clusters Score -5523988 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5524072.000000 Penalty: 5378.412109
	Iteration 51Q: 3 clusters Score -5524072 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -5524143.500000 Penalty: 5378.412109
	Iteration 52Q: 3 clusters Score -5524144 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5524282.500000 Penalty: 5378.412109
	Iteration 53Q: 3 clusters Score -5524282 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -5524384.000000 Penalty: 5378.412109
	Iteration 54Q: 3 clusters Score -5524384 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5524488.500000 Penalty: 5378.412109
	Iteration 55Q: 3 clusters Score -5524488 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -5524593.500000 Penalty: 5378.412109
	Iteration 56Q: 3 clusters Score -5524594 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5524702.500000 Penalty: 5378.412109
	Iteration 57Q: 3 clusters Score -5524702 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5524810.500000 Penalty: 5378.412109
	Iteration 58Q: 3 clusters Score -5524810 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5524909.000000 Penalty: 5378.412109
	Iteration 59Q: 3 clusters Score -5524909 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5525004.500000 Penalty: 5378.412109
	Iteration 60F: 3 clusters Score -5525004 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -5525143.000000 Penalty: 5378.412109
	Iteration 61Q: 3 clusters Score -5525143 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5525260.000000 Penalty: 5378.412109
	Iteration 62Q: 3 clusters Score -5525260 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5525374.000000 Penalty: 5378.412109
	Iteration 63Q: 3 clusters Score -5525374 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5525519.000000 Penalty: 5378.412109
	Iteration 64Q: 3 clusters Score -5525519 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5525677.000000 Penalty: 5378.412109
	Iteration 65Q: 3 clusters Score -5525677 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5525835.500000 Penalty: 5378.412109
	Iteration 66Q: 3 clusters Score -5525836 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5525997.000000 Penalty: 5378.412109
	Iteration 67Q: 3 clusters Score -5525997 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -5526115.000000 Penalty: 5378.412109
	Iteration 68Q: 3 clusters Score -5526115 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5526197.000000 Penalty: 5378.412109
	Iteration 69Q: 3 clusters Score -5526197 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -5526319.500000 Penalty: 5378.412109
	Iteration 70Q: 3 clusters Score -5526320 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -5526395.000000 Penalty: 5378.412109
	Iteration 71Q: 3 clusters Score -5526395 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5526506.500000 Penalty: 5378.412109
	Iteration 72Q: 3 clusters Score -5526506 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5526632.000000 Penalty: 5378.412109
	Iteration 73Q: 3 clusters Score -5526632 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -5526736.000000 Penalty: 5378.412109
	Iteration 74Q: 3 clusters Score -5526736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -5526800.500000 Penalty: 5378.412109
	Iteration 75Q: 3 clusters Score -5526800 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5526864.000000 Penalty: 5378.412109
	Iteration 76Q: 3 clusters Score -5526864 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -5526922.500000 Penalty: 5378.412109
	Iteration 77Q: 3 clusters Score -5526922 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5526995.500000 Penalty: 5378.412109
	Iteration 78Q: 3 clusters Score -5526996 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5527071.500000 Penalty: 5378.412109
	Iteration 79Q: 3 clusters Score -5527072 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -5527130.000000 Penalty: 5378.412109
	Iteration 80F: 3 clusters Score -5527130 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -5527208.000000 Penalty: 5378.412109
	Iteration 81Q: 3 clusters Score -5527208 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5527267.500000 Penalty: 5378.412109
	Iteration 82Q: 3 clusters Score -5527268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -5527306.000000 Penalty: 5378.412109
	Iteration 83Q: 3 clusters Score -5527306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5527336.500000 Penalty: 5378.412109
	Iteration 84Q: 3 clusters Score -5527336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -5527397.500000 Penalty: 5378.412109
	Iteration 85Q: 3 clusters Score -5527398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -5527428.500000 Penalty: 5378.412109
	Iteration 86Q: 3 clusters Score -5527428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -5527461.000000 Penalty: 5378.412109
	Iteration 87Q: 3 clusters Score -5527461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -5527528.000000 Penalty: 5378.412109
	Iteration 88Q: 3 clusters Score -5527528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -5527570.500000 Penalty: 5378.412109
	Iteration 89Q: 3 clusters Score -5527570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -5527614.500000 Penalty: 5378.412109
	Iteration 90Q: 3 clusters Score -5527614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -5527634.500000 Penalty: 5378.412109
	Iteration 91Q: 3 clusters Score -5527634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -5527639.000000 Penalty: 5378.412109
	Iteration 92Q: 3 clusters Score -5527639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -5527664.000000 Penalty: 5378.412109
	Iteration 93Q: 3 clusters Score -5527664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -5527671.000000 Penalty: 5378.412109
	Iteration 94Q: 3 clusters Score -5527671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -5527679.500000 Penalty: 5378.412109
	Iteration 95Q: 3 clusters Score -5527680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -5527706.500000 Penalty: 5378.412109
	Iteration 96Q: 3 clusters Score -5527706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -5527731.500000 Penalty: 5378.412109
	Iteration 97Q: 3 clusters Score -5527732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -5527726.500000 Penalty: 5378.412109
	Iteration 98Q: 3 clusters Score -5527726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -5527733.000000 Penalty: 5378.412109
	Iteration 99Q: 3 clusters Score -5527733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -5527748.000000 Penalty: 5378.412109
	Iteration 100F: 3 clusters Score -5527748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -5527734.000000 Penalty: 5378.412109
	Iteration 101Q: 3 clusters Score -5527734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -5527740.500000 Penalty: 5378.412109
	Iteration 102Q: 3 clusters Score -5527740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -5527739.000000 Penalty: 5378.412109
	Iteration 103Q: 3 clusters Score -5527739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -5527746.000000 Penalty: 5378.412109
	Iteration 104Q: 3 clusters Score -5527746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -5527749.000000 Penalty: 5378.412109
	Iteration 105Q: 3 clusters Score -5527749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -5527749.500000 Penalty: 5378.412109
	Iteration 106Q: 3 clusters Score -5527750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5527751.500000 Penalty: 5378.412109
	Iteration 107Q: 3 clusters Score -5527752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -5527755.500000 Penalty: 5378.412109
	Iteration 108Q: 3 clusters Score -5527756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5527758.000000 Penalty: 5378.412109
	Iteration 109Q: 3 clusters Score -5527758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5527754.500000 Penalty: 5378.412109
	Iteration 110Q: 3 clusters Score -5527754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5527764.500000 Penalty: 5378.412109
	Iteration 111Q: 3 clusters Score -5527764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -5527759.500000 Penalty: 5378.412109
	Iteration 112Q: 3 clusters Score -5527760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -5527758.000000 Penalty: 5378.412109
	Iteration 113Q: 3 clusters Score -5527758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -5527753.500000 Penalty: 5378.412109
	Iteration 114Q: 3 clusters Score -5527754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -5527757.500000 Penalty: 5378.412109
	Iteration 115Q: 3 clusters Score -5527758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -5527762.000000 Penalty: 5378.412109
	Iteration 116Q: 3 clusters Score -5527762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -5527760.000000 Penalty: 5378.412109
	Iteration 117Q: 3 clusters Score -5527760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -5527763.000000 Penalty: 5378.412109
	Iteration 118Q: 3 clusters Score -5527763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -5527767.500000 Penalty: 5378.412109
	Iteration 119Q: 3 clusters Score -5527768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -5527756.000000 Penalty: 5378.412109
	Iteration 120F: 3 clusters Score -5527756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -5527761.000000 Penalty: 5378.412109
	Iteration 121Q: 3 clusters Score -5527761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -5527765.500000 Penalty: 5378.412109
	Iteration 122Q: 3 clusters Score -5527766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -5527777.500000 Penalty: 5378.412109
	Iteration 123Q: 3 clusters Score -5527778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -5527772.000000 Penalty: 5378.412109
	Iteration 124Q: 3 clusters Score -5527772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -5527769.000000 Penalty: 5378.412109
	Iteration 125Q: 3 clusters Score -5527769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5527766.500000 Penalty: 5378.412109
	Iteration 126Q: 3 clusters Score -5527766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5527766.500000 Penalty: 5378.412109
	Iteration 127F: 3 clusters Score -5527766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -326017.625000 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -326017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -322556.187500 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -322556.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -323350.593750 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -323350.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -323550.750000 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -323550.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -323671.218750 Penalty: 4017.077393
	Iteration 3Q: 3 clusters Score -323671.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -323771.718750 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -323771.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -323864.062500 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -323864.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -323934.406250 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -323934.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -323983.156250 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -323983.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -324015.687500 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -324015.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324044.406250 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -324044.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -324070.281250 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -324070.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -324096.375000 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -324096.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -324124.468750 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -324124.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -324153.000000 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -324153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -324175.000000 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -324175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -324189.718750 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -324189.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -324198.031250 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -324198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -324205.250000 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -324205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -324214.312500 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -324214.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -324221.125000 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -324221.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -324226.281250 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -324226.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -324231.750000 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -324231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -324235.250000 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -324235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -324237.531250 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -324237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -324241.093750 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -324241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -324242.781250 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -324242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -324246.156250 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -324246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -324247.875000 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -324247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -324250.000000 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -324250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -324250.468750 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -324250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -324250.468750 Penalty: 4017.077393
	Iteration 30F: 3 clusters Score -324250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -231626.906250 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -231626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228833.312500 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -228833.3 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -229475.796875 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -229475.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229737.906250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -229737.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -229937.250000 Penalty: 3829.789062
	Iteration 3F: 3 clusters Score -229937.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -230050.078125 Penalty: 3829.789062
	Iteration 4F: 3 clusters Score -230050.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -230132.750000 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -230132.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -230202.171875 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -230202.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -230267.734375 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -230267.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -230333.000000 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -230333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -230379.218750 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -230379.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -230416.500000 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -230416.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -230439.500000 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -230439.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -230462.328125 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -230462.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -230492.109375 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -230492.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -230524.234375 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -230524.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -230548.109375 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -230548.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -230575.312500 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -230575.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -230602.921875 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -230602.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -230618.328125 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -230618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -230632.156250 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -230632.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -230642.406250 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -230642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -230648.234375 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -230648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -230651.062500 Penalty: 3829.789062
	Iteration 22Q: 3 clusters Score -230651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -230653.562500 Penalty: 3829.789062
	Iteration 23Q: 3 clusters Score -230653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -230653.562500 Penalty: 3829.789062
	Iteration 24F: 3 clusters Score -230653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 153 members 
Entering Unmasked Estep 
Score: -24620.974609 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24620.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24823.875000 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24823.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25045.511719 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -25045.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25214.712891 Penalty: 2865.715576
	Iteration 3F: 3 clusters Score -25214.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25291.572266 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -25291.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25330.970703 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -25330.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25340.029297 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -25340.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25353.140625 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -25353.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25359.351562 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -25359.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25365.121094 Penalty: 2865.715576
	Iteration 9Q: 3 clusters Score -25365.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25365.121094 Penalty: 2865.715576
	Iteration 10F: 3 clusters Score -25365.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Entering Unmasked Estep 
Score: -2516884.750000 Penalty: 2493.545654
	Iteration 0F: 2 clusters Score -2516885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2500658.000000 Penalty: 4987.091309
	Iteration 0F: 3 clusters Score -2500658 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2506250.500000 Penalty: 4987.091309
	Iteration 1F: 3 clusters Score -2506250 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2506615.250000 Penalty: 4987.091309
	Iteration 2F: 3 clusters Score -2506615 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2506927.500000 Penalty: 4987.091309
	Iteration 3Q: 3 clusters Score -2506928 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2507197.750000 Penalty: 4987.091309
	Iteration 4Q: 3 clusters Score -2507198 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2507460.500000 Penalty: 4987.091309
	Iteration 5Q: 3 clusters Score -2507460 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2507738.500000 Penalty: 4987.091309
	Iteration 6Q: 3 clusters Score -2507738 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2508111.000000 Penalty: 4987.091309
	Iteration 7Q: 3 clusters Score -2508111 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2508645.000000 Penalty: 4987.091309
	Iteration 8Q: 3 clusters Score -2508645 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2509370.000000 Penalty: 4987.091309
	Iteration 9F: 3 clusters Score -2509370 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2510227.750000 Penalty: 4987.091309
	Iteration 10F: 3 clusters Score -2510228 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2511174.250000 Penalty: 4987.091309
	Iteration 11F: 3 clusters Score -2511174 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2512145.250000 Penalty: 4987.091309
	Iteration 12F: 3 clusters Score -2512145 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2513020.500000 Penalty: 4987.091309
	Iteration 13Q: 3 clusters Score -2513020 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2513647.500000 Penalty: 4987.091309
	Iteration 14Q: 3 clusters Score -2513648 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2514107.250000 Penalty: 4987.091309
	Iteration 15Q: 3 clusters Score -2514107 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2514406.000000 Penalty: 4987.091309
	Iteration 16Q: 3 clusters Score -2514406 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2514580.250000 Penalty: 4987.091309
	Iteration 17Q: 3 clusters Score -2514580 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2514700.250000 Penalty: 4987.091309
	Iteration 18Q: 3 clusters Score -2514700 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2514787.000000 Penalty: 4987.091309
	Iteration 19Q: 3 clusters Score -2514787 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2514862.500000 Penalty: 4987.091309
	Iteration 20F: 3 clusters Score -2514862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2514920.000000 Penalty: 4987.091309
	Iteration 21Q: 3 clusters Score -2514920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2514947.000000 Penalty: 4987.091309
	Iteration 22Q: 3 clusters Score -2514947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2514959.750000 Penalty: 4987.091309
	Iteration 23Q: 3 clusters Score -2514960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2514975.000000 Penalty: 4987.091309
	Iteration 24Q: 3 clusters Score -2514975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2514985.500000 Penalty: 4987.091309
	Iteration 25Q: 3 clusters Score -2514986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2514994.000000 Penalty: 4987.091309
	Iteration 26Q: 3 clusters Score -2514994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2515002.250000 Penalty: 4987.091309
	Iteration 27Q: 3 clusters Score -2515002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2515004.750000 Penalty: 4987.091309
	Iteration 28Q: 3 clusters Score -2515005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2515007.000000 Penalty: 4987.091309
	Iteration 29Q: 3 clusters Score -2515007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2515015.000000 Penalty: 4987.091309
	Iteration 30Q: 3 clusters Score -2515015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2515022.750000 Penalty: 4987.091309
	Iteration 31Q: 3 clusters Score -2515023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2515026.000000 Penalty: 4987.091309
	Iteration 32Q: 3 clusters Score -2515026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2515032.250000 Penalty: 4987.091309
	Iteration 33Q: 3 clusters Score -2515032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2515040.500000 Penalty: 4987.091309
	Iteration 34Q: 3 clusters Score -2515040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2515056.750000 Penalty: 4987.091309
	Iteration 35Q: 3 clusters Score -2515057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2515057.500000 Penalty: 4987.091309
	Iteration 36Q: 3 clusters Score -2515058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2515067.500000 Penalty: 4987.091309
	Iteration 37Q: 3 clusters Score -2515068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2515076.250000 Penalty: 4987.091309
	Iteration 38Q: 3 clusters Score -2515076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2515078.000000 Penalty: 4987.091309
	Iteration 39Q: 3 clusters Score -2515078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2515077.000000 Penalty: 4987.091309
	Iteration 40F: 3 clusters Score -2515077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2515075.250000 Penalty: 4987.091309
	Iteration 41Q: 3 clusters Score -2515075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2515083.750000 Penalty: 4987.091309
	Iteration 42Q: 3 clusters Score -2515084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2515089.250000 Penalty: 4987.091309
	Iteration 43Q: 3 clusters Score -2515089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2515087.000000 Penalty: 4987.091309
	Iteration 44Q: 3 clusters Score -2515087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2515087.250000 Penalty: 4987.091309
	Iteration 45Q: 3 clusters Score -2515087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2515089.000000 Penalty: 4987.091309
	Iteration 46Q: 3 clusters Score -2515089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2515094.500000 Penalty: 4987.091309
	Iteration 47Q: 3 clusters Score -2515094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2515094.500000 Penalty: 4987.091309
	Iteration 48Q: 3 clusters Score -2515094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2515094.750000 Penalty: 4987.091309
	Iteration 49Q: 3 clusters Score -2515095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2515100.000000 Penalty: 4987.091309
	Iteration 50Q: 3 clusters Score -2515100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2515096.750000 Penalty: 4987.091309
	Iteration 51Q: 3 clusters Score -2515097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2515093.250000 Penalty: 4987.091309
	Iteration 52Q: 3 clusters Score -2515093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2515094.250000 Penalty: 4987.091309
	Iteration 53Q: 3 clusters Score -2515094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2515094.250000 Penalty: 4987.091309
	Iteration 54F: 3 clusters Score -2515094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43626.527344 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43626.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43789.460938 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43789.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43863.441406 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -43863.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43894.402344 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43894.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43906.625000 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43906.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43917.875000 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -43917.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43929.031250 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -43929.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43937.312500 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -43937.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43946.562500 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -43946.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43953.289062 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -43953.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43960.699219 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -43960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43970.746094 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -43970.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43980.390625 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -43980.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43988.687500 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -43988.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43992.347656 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -43992.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44000.402344 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -44000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44014.222656 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -44014.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44022.019531 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -44022.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44023.488281 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -44023.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44023.488281 Penalty: 3066.314209
	Iteration 19F: 3 clusters Score -44023.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Entering Unmasked Estep 
Score: -6723896.000000 Penalty: 2742.858398
	Iteration 0F: 2 clusters Score -6723896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -6681213.500000 Penalty: 5485.716797
	Iteration 0F: 3 clusters Score -6681214 nChanged 29670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -6697837.000000 Penalty: 5485.716797
	Iteration 1F: 3 clusters Score -6697837 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -6698255.000000 Penalty: 5485.716797
	Iteration 2Q: 3 clusters Score -6698255 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -6698711.000000 Penalty: 5485.716797
	Iteration 3Q: 3 clusters Score -6698711 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6699135.500000 Penalty: 5485.716797
	Iteration 4Q: 3 clusters Score -6699136 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -6699618.500000 Penalty: 5485.716797
	Iteration 5Q: 3 clusters Score -6699618 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6700127.000000 Penalty: 5485.716797
	Iteration 6Q: 3 clusters Score -6700127 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -6700906.500000 Penalty: 5485.716797
	Iteration 7Q: 3 clusters Score -6700906 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -6702225.000000 Penalty: 5485.716797
	Iteration 8Q: 3 clusters Score -6702225 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -6704368.000000 Penalty: 5485.716797
	Iteration 9F: 3 clusters Score -6704368 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6707553.000000 Penalty: 5485.716797
	Iteration 10F: 3 clusters Score -6707553 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -6711255.500000 Penalty: 5485.716797
	Iteration 11F: 3 clusters Score -6711256 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -6714653.000000 Penalty: 5485.716797
	Iteration 12F: 3 clusters Score -6714653 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -6717055.500000 Penalty: 5485.716797
	Iteration 13Q: 3 clusters Score -6717056 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -6718682.000000 Penalty: 5485.716797
	Iteration 14Q: 3 clusters Score -6718682 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -6719695.000000 Penalty: 5485.716797
	Iteration 15Q: 3 clusters Score -6719695 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -6720389.000000 Penalty: 5485.716797
	Iteration 16Q: 3 clusters Score -6720389 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -6720800.500000 Penalty: 5485.716797
	Iteration 17Q: 3 clusters Score -6720800 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -6721031.500000 Penalty: 5485.716797
	Iteration 18Q: 3 clusters Score -6721032 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -6721186.000000 Penalty: 5485.716797
	Iteration 19Q: 3 clusters Score -6721186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -6721270.500000 Penalty: 5485.716797
	Iteration 20F: 3 clusters Score -6721270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -6721325.500000 Penalty: 5485.716797
	Iteration 21Q: 3 clusters Score -6721326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -6721366.500000 Penalty: 5485.716797
	Iteration 22Q: 3 clusters Score -6721366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -6721405.500000 Penalty: 5485.716797
	Iteration 23Q: 3 clusters Score -6721406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6721418.000000 Penalty: 5485.716797
	Iteration 24Q: 3 clusters Score -6721418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -6721436.500000 Penalty: 5485.716797
	Iteration 25Q: 3 clusters Score -6721436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -6721450.500000 Penalty: 5485.716797
	Iteration 26Q: 3 clusters Score -6721450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -6721466.000000 Penalty: 5485.716797
	Iteration 27Q: 3 clusters Score -6721466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -6721492.500000 Penalty: 5485.716797
	Iteration 28Q: 3 clusters Score -6721492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -6721499.000000 Penalty: 5485.716797
	Iteration 29Q: 3 clusters Score -6721499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -6721517.000000 Penalty: 5485.716797
	Iteration 30Q: 3 clusters Score -6721517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -6721530.000000 Penalty: 5485.716797
	Iteration 31Q: 3 clusters Score -6721530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -6721536.500000 Penalty: 5485.716797
	Iteration 32Q: 3 clusters Score -6721536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -6721540.500000 Penalty: 5485.716797
	Iteration 33Q: 3 clusters Score -6721540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -6721552.000000 Penalty: 5485.716797
	Iteration 34Q: 3 clusters Score -6721552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -6721554.500000 Penalty: 5485.716797
	Iteration 35Q: 3 clusters Score -6721554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -6721559.500000 Penalty: 5485.716797
	Iteration 36Q: 3 clusters Score -6721560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -6721559.500000 Penalty: 5485.716797
	Iteration 37Q: 3 clusters Score -6721560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -6721563.000000 Penalty: 5485.716797
	Iteration 38Q: 3 clusters Score -6721563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -6721561.500000 Penalty: 5485.716797
	Iteration 39Q: 3 clusters Score -6721562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -6721561.500000 Penalty: 5485.716797
	Iteration 40F: 3 clusters Score -6721562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (240237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240237 members 
Entering Unmasked Estep 
Score: -25477608.000000 Penalty: 3072.566650
	Iteration 0F: 2 clusters Score -2.547761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 120252 members 
Entering Unmasked Estep 
Score: -25319662.000000 Penalty: 6145.133301
	Iteration 0F: 3 clusters Score -2.531966e+07 nChanged 116173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120372 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -25388932.000000 Penalty: 6145.133301
	Iteration 1F: 3 clusters Score -2.538893e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 119914 members 
Entering Unmasked Estep 
Score: -25390670.000000 Penalty: 6145.133301
	Iteration 2Q: 3 clusters Score -2.539067e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120163 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -25393416.000000 Penalty: 6145.133301
	Iteration 3Q: 3 clusters Score -2.539342e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -25396974.000000 Penalty: 6145.133301
	Iteration 4Q: 3 clusters Score -2.539697e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 121128 members 
Entering Unmasked Estep 
Score: -25402878.000000 Penalty: 6145.133301
	Iteration 5Q: 3 clusters Score -2.540288e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
Score: -25410552.000000 Penalty: 6145.133301
	Iteration 6F: 3 clusters Score -2.541055e+07 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 123926 members 
Entering Unmasked Estep 
Score: -25419744.000000 Penalty: 6145.133301
	Iteration 7F: 3 clusters Score -2.541974e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -25428970.000000 Penalty: 6145.133301
	Iteration 8F: 3 clusters Score -2.542897e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 126977 members 
Entering Unmasked Estep 
Score: -25436522.000000 Penalty: 6145.133301
	Iteration 9F: 3 clusters Score -2.543652e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 128121 members 
Entering Unmasked Estep 
Score: -25442694.000000 Penalty: 6145.133301
	Iteration 10Q: 3 clusters Score -2.544269e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -25446808.000000 Penalty: 6145.133301
	Iteration 11Q: 3 clusters Score -2.544681e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -25448920.000000 Penalty: 6145.133301
	Iteration 12Q: 3 clusters Score -2.544892e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -25450334.000000 Penalty: 6145.133301
	Iteration 13Q: 3 clusters Score -2.545033e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 129879 members 
Entering Unmasked Estep 
Score: -25451168.000000 Penalty: 6145.133301
	Iteration 14Q: 3 clusters Score -2.545117e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -25451658.000000 Penalty: 6145.133301
	Iteration 15Q: 3 clusters Score -2.545166e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -25452194.000000 Penalty: 6145.133301
	Iteration 16Q: 3 clusters Score -2.545219e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 130539 members 
Entering Unmasked Estep 
Score: -25452538.000000 Penalty: 6145.133301
	Iteration 17Q: 3 clusters Score -2.545254e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -25452934.000000 Penalty: 6145.133301
	Iteration 18Q: 3 clusters Score -2.545293e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -25453356.000000 Penalty: 6145.133301
	Iteration 19Q: 3 clusters Score -2.545336e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -25453882.000000 Penalty: 6145.133301
	Iteration 20F: 3 clusters Score -2.545388e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -25454542.000000 Penalty: 6145.133301
	Iteration 21Q: 3 clusters Score -2.545454e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 131483 members 
Entering Unmasked Estep 
Score: -25455072.000000 Penalty: 6145.133301
	Iteration 22Q: 3 clusters Score -2.545507e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -25455728.000000 Penalty: 6145.133301
	Iteration 23Q: 3 clusters Score -2.545573e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -25456398.000000 Penalty: 6145.133301
	Iteration 24Q: 3 clusters Score -2.54564e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -25457086.000000 Penalty: 6145.133301
	Iteration 25Q: 3 clusters Score -2.545709e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 131948 members 
Entering Unmasked Estep 
Score: -25457946.000000 Penalty: 6145.133301
	Iteration 26Q: 3 clusters Score -2.545795e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108277 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -25458624.000000 Penalty: 6145.133301
	Iteration 27Q: 3 clusters Score -2.545862e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 131840 members 
Entering Unmasked Estep 
Score: -25459232.000000 Penalty: 6145.133301
	Iteration 28Q: 3 clusters Score -2.545923e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
Score: -25459974.000000 Penalty: 6145.133301
	Iteration 29Q: 3 clusters Score -2.545997e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -25460692.000000 Penalty: 6145.133301
	Iteration 30Q: 3 clusters Score -2.546069e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -25461376.000000 Penalty: 6145.133301
	Iteration 31Q: 3 clusters Score -2.546138e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109853 members 
Mstep: Class 2 contains 130384 members 
Entering Unmasked Estep 
Score: -25461926.000000 Penalty: 6145.133301
	Iteration 32Q: 3 clusters Score -2.546193e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -25462678.000000 Penalty: 6145.133301
	Iteration 33Q: 3 clusters Score -2.546268e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111466 members 
Mstep: Class 2 contains 128771 members 
Entering Unmasked Estep 
Score: -25463470.000000 Penalty: 6145.133301
	Iteration 34Q: 3 clusters Score -2.546347e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -25464360.000000 Penalty: 6145.133301
	Iteration 35Q: 3 clusters Score -2.546436e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -25465528.000000 Penalty: 6145.133301
	Iteration 36Q: 3 clusters Score -2.546553e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -25466528.000000 Penalty: 6145.133301
	Iteration 37Q: 3 clusters Score -2.546653e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -25467372.000000 Penalty: 6145.133301
	Iteration 38Q: 3 clusters Score -2.546737e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118013 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -25467792.000000 Penalty: 6145.133301
	Iteration 39Q: 3 clusters Score -2.546779e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -25468254.000000 Penalty: 6145.133301
	Iteration 40F: 3 clusters Score -2.546825e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 120341 members 
Entering Unmasked Estep 
Score: -25468500.000000 Penalty: 6145.133301
	Iteration 41Q: 3 clusters Score -2.54685e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 119543 members 
Entering Unmasked Estep 
Score: -25468786.000000 Penalty: 6145.133301
	Iteration 42Q: 3 clusters Score -2.546879e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -25468932.000000 Penalty: 6145.133301
	Iteration 43Q: 3 clusters Score -2.546893e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -25469044.000000 Penalty: 6145.133301
	Iteration 44Q: 3 clusters Score -2.546904e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122916 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -25469148.000000 Penalty: 6145.133301
	Iteration 45Q: 3 clusters Score -2.546915e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -25469260.000000 Penalty: 6145.133301
	Iteration 46Q: 3 clusters Score -2.546926e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 115953 members 
Entering Unmasked Estep 
Score: -25469292.000000 Penalty: 6145.133301
	Iteration 47Q: 3 clusters Score -2.546929e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 115268 members 
Entering Unmasked Estep 
Score: -25469334.000000 Penalty: 6145.133301
	Iteration 48Q: 3 clusters Score -2.546933e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125659 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -25469442.000000 Penalty: 6145.133301
	Iteration 49Q: 3 clusters Score -2.546944e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -25469448.000000 Penalty: 6145.133301
	Iteration 50Q: 3 clusters Score -2.546945e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -25469446.000000 Penalty: 6145.133301
	Iteration 51Q: 3 clusters Score -2.546945e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -25469466.000000 Penalty: 6145.133301
	Iteration 52Q: 3 clusters Score -2.546947e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -25469538.000000 Penalty: 6145.133301
	Iteration 53Q: 3 clusters Score -2.546954e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129072 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -25469516.000000 Penalty: 6145.133301
	Iteration 54Q: 3 clusters Score -2.546952e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129786 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -25469522.000000 Penalty: 6145.133301
	Iteration 55Q: 3 clusters Score -2.546952e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -25469510.000000 Penalty: 6145.133301
	Iteration 56Q: 3 clusters Score -2.546951e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -25469524.000000 Penalty: 6145.133301
	Iteration 57Q: 3 clusters Score -2.546952e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132051 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -25469638.000000 Penalty: 6145.133301
	Iteration 58Q: 3 clusters Score -2.546964e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -25469774.000000 Penalty: 6145.133301
	Iteration 59Q: 3 clusters Score -2.546977e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133647 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -25469842.000000 Penalty: 6145.133301
	Iteration 60F: 3 clusters Score -2.546984e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 105745 members 
Entering Unmasked Estep 
Score: -25469944.000000 Penalty: 6145.133301
	Iteration 61Q: 3 clusters Score -2.546994e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135358 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -25470056.000000 Penalty: 6145.133301
	Iteration 62Q: 3 clusters Score -2.547006e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -25470158.000000 Penalty: 6145.133301
	Iteration 63Q: 3 clusters Score -2.547016e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137072 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -25470302.000000 Penalty: 6145.133301
	Iteration 64Q: 3 clusters Score -2.54703e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137942 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -25470366.000000 Penalty: 6145.133301
	Iteration 65Q: 3 clusters Score -2.547037e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138830 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -25470434.000000 Penalty: 6145.133301
	Iteration 66Q: 3 clusters Score -2.547043e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139754 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -25470452.000000 Penalty: 6145.133301
	Iteration 67Q: 3 clusters Score -2.547045e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140692 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -25470662.000000 Penalty: 6145.133301
	Iteration 68Q: 3 clusters Score -2.547066e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -25470706.000000 Penalty: 6145.133301
	Iteration 69Q: 3 clusters Score -2.547071e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -25470724.000000 Penalty: 6145.133301
	Iteration 70Q: 3 clusters Score -2.547072e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -25470786.000000 Penalty: 6145.133301
	Iteration 71Q: 3 clusters Score -2.547079e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144182 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -25470830.000000 Penalty: 6145.133301
	Iteration 72Q: 3 clusters Score -2.547083e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145025 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -25470924.000000 Penalty: 6145.133301
	Iteration 73Q: 3 clusters Score -2.547092e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145831 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -25470920.000000 Penalty: 6145.133301
	Iteration 74Q: 3 clusters Score -2.547092e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -25470920.000000 Penalty: 6145.133301
	Iteration 75Q: 3 clusters Score -2.547092e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -25470944.000000 Penalty: 6145.133301
	Iteration 76Q: 3 clusters Score -2.547094e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -25470964.000000 Penalty: 6145.133301
	Iteration 77Q: 3 clusters Score -2.547096e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -25470944.000000 Penalty: 6145.133301
	Iteration 78Q: 3 clusters Score -2.547094e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -25471026.000000 Penalty: 6145.133301
	Iteration 79Q: 3 clusters Score -2.547103e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150662 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -25471174.000000 Penalty: 6145.133301
	Iteration 80F: 3 clusters Score -2.547117e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -25471266.000000 Penalty: 6145.133301
	Iteration 81Q: 3 clusters Score -2.547127e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152324 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -25471356.000000 Penalty: 6145.133301
	Iteration 82Q: 3 clusters Score -2.547136e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -25471300.000000 Penalty: 6145.133301
	Iteration 83Q: 3 clusters Score -2.54713e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -25471398.000000 Penalty: 6145.133301
	Iteration 84Q: 3 clusters Score -2.54714e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -25471514.000000 Penalty: 6145.133301
	Iteration 85Q: 3 clusters Score -2.547151e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -25471568.000000 Penalty: 6145.133301
	Iteration 86Q: 3 clusters Score -2.547157e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -25471626.000000 Penalty: 6145.133301
	Iteration 87Q: 3 clusters Score -2.547163e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -25471688.000000 Penalty: 6145.133301
	Iteration 88Q: 3 clusters Score -2.547169e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -25471932.000000 Penalty: 6145.133301
	Iteration 89Q: 3 clusters Score -2.547193e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -25472068.000000 Penalty: 6145.133301
	Iteration 90Q: 3 clusters Score -2.547207e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160485 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -25472170.000000 Penalty: 6145.133301
	Iteration 91Q: 3 clusters Score -2.547217e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161464 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -25472370.000000 Penalty: 6145.133301
	Iteration 92Q: 3 clusters Score -2.547237e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -25472304.000000 Penalty: 6145.133301
	Iteration 93Q: 3 clusters Score -2.54723e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163310 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -25472386.000000 Penalty: 6145.133301
	Iteration 94Q: 3 clusters Score -2.547239e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -25472432.000000 Penalty: 6145.133301
	Iteration 95Q: 3 clusters Score -2.547243e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165031 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -25472510.000000 Penalty: 6145.133301
	Iteration 96Q: 3 clusters Score -2.547251e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -25472640.000000 Penalty: 6145.133301
	Iteration 97Q: 3 clusters Score -2.547264e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -25472568.000000 Penalty: 6145.133301
	Iteration 98Q: 3 clusters Score -2.547257e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167364 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -25472560.000000 Penalty: 6145.133301
	Iteration 99Q: 3 clusters Score -2.547256e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168134 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -25472636.000000 Penalty: 6145.133301
	Iteration 100F: 3 clusters Score -2.547264e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168847 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -25472648.000000 Penalty: 6145.133301
	Iteration 101Q: 3 clusters Score -2.547265e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -25472630.000000 Penalty: 6145.133301
	Iteration 102Q: 3 clusters Score -2.547263e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170243 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -25472720.000000 Penalty: 6145.133301
	Iteration 103Q: 3 clusters Score -2.547272e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -25472854.000000 Penalty: 6145.133301
	Iteration 104Q: 3 clusters Score -2.547285e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -25472890.000000 Penalty: 6145.133301
	Iteration 105Q: 3 clusters Score -2.547289e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -25472888.000000 Penalty: 6145.133301
	Iteration 106Q: 3 clusters Score -2.547289e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173179 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -25472874.000000 Penalty: 6145.133301
	Iteration 107Q: 3 clusters Score -2.547287e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -25472852.000000 Penalty: 6145.133301
	Iteration 108Q: 3 clusters Score -2.547285e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174612 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -25472924.000000 Penalty: 6145.133301
	Iteration 109Q: 3 clusters Score -2.547292e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -25472912.000000 Penalty: 6145.133301
	Iteration 110Q: 3 clusters Score -2.547291e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -25472946.000000 Penalty: 6145.133301
	Iteration 111Q: 3 clusters Score -2.547295e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176803 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -25473000.000000 Penalty: 6145.133301
	Iteration 112Q: 3 clusters Score -2.5473e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -25473112.000000 Penalty: 6145.133301
	Iteration 113Q: 3 clusters Score -2.547311e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178333 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -25473234.000000 Penalty: 6145.133301
	Iteration 114Q: 3 clusters Score -2.547323e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179148 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -25473284.000000 Penalty: 6145.133301
	Iteration 115Q: 3 clusters Score -2.547328e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179956 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -25473278.000000 Penalty: 6145.133301
	Iteration 116Q: 3 clusters Score -2.547328e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -25473314.000000 Penalty: 6145.133301
	Iteration 117Q: 3 clusters Score -2.547331e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181668 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -25473452.000000 Penalty: 6145.133301
	Iteration 118Q: 3 clusters Score -2.547345e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182605 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -25473560.000000 Penalty: 6145.133301
	Iteration 119Q: 3 clusters Score -2.547356e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -25473556.000000 Penalty: 6145.133301
	Iteration 120F: 3 clusters Score -2.547356e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184684 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -25473710.000000 Penalty: 6145.133301
	Iteration 121Q: 3 clusters Score -2.547371e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185767 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -25473730.000000 Penalty: 6145.133301
	Iteration 122Q: 3 clusters Score -2.547373e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186898 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -25473648.000000 Penalty: 6145.133301
	Iteration 123Q: 3 clusters Score -2.547365e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188006 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -25473848.000000 Penalty: 6145.133301
	Iteration 124Q: 3 clusters Score -2.547385e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189071 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -25473880.000000 Penalty: 6145.133301
	Iteration 125Q: 3 clusters Score -2.547388e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190150 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -25473896.000000 Penalty: 6145.133301
	Iteration 126Q: 3 clusters Score -2.54739e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191238 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -25473972.000000 Penalty: 6145.133301
	Iteration 127Q: 3 clusters Score -2.547397e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192299 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -25473990.000000 Penalty: 6145.133301
	Iteration 128Q: 3 clusters Score -2.547399e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193336 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -25474078.000000 Penalty: 6145.133301
	Iteration 129Q: 3 clusters Score -2.547408e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -25474128.000000 Penalty: 6145.133301
	Iteration 130Q: 3 clusters Score -2.547413e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195423 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -25474248.000000 Penalty: 6145.133301
	Iteration 131Q: 3 clusters Score -2.547425e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -25474272.000000 Penalty: 6145.133301
	Iteration 132Q: 3 clusters Score -2.547427e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197407 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -25474228.000000 Penalty: 6145.133301
	Iteration 133Q: 3 clusters Score -2.547423e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198344 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -25474290.000000 Penalty: 6145.133301
	Iteration 134Q: 3 clusters Score -2.547429e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -25474288.000000 Penalty: 6145.133301
	Iteration 135Q: 3 clusters Score -2.547429e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200153 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -25474382.000000 Penalty: 6145.133301
	Iteration 136Q: 3 clusters Score -2.547438e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200986 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -25474406.000000 Penalty: 6145.133301
	Iteration 137Q: 3 clusters Score -2.547441e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201807 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -25474326.000000 Penalty: 6145.133301
	Iteration 138Q: 3 clusters Score -2.547433e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202649 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -25474350.000000 Penalty: 6145.133301
	Iteration 139Q: 3 clusters Score -2.547435e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203457 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -25474298.000000 Penalty: 6145.133301
	Iteration 140F: 3 clusters Score -2.54743e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204247 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -25474258.000000 Penalty: 6145.133301
	Iteration 141Q: 3 clusters Score -2.547426e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205073 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -25474340.000000 Penalty: 6145.133301
	Iteration 142Q: 3 clusters Score -2.547434e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205919 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -25474346.000000 Penalty: 6145.133301
	Iteration 143Q: 3 clusters Score -2.547435e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206794 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -25474464.000000 Penalty: 6145.133301
	Iteration 144Q: 3 clusters Score -2.547446e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207653 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -25474468.000000 Penalty: 6145.133301
	Iteration 145Q: 3 clusters Score -2.547447e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208459 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -25474378.000000 Penalty: 6145.133301
	Iteration 146Q: 3 clusters Score -2.547438e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209229 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -25474468.000000 Penalty: 6145.133301
	Iteration 147Q: 3 clusters Score -2.547447e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209967 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -25474420.000000 Penalty: 6145.133301
	Iteration 148Q: 3 clusters Score -2.547442e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210716 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -25474342.000000 Penalty: 6145.133301
	Iteration 149Q: 3 clusters Score -2.547434e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211455 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -25474342.000000 Penalty: 6145.133301
	Iteration 150Q: 3 clusters Score -2.547434e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212185 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -25474338.000000 Penalty: 6145.133301
	Iteration 151Q: 3 clusters Score -2.547434e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212898 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -25474344.000000 Penalty: 6145.133301
	Iteration 152Q: 3 clusters Score -2.547434e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213597 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -25474258.000000 Penalty: 6145.133301
	Iteration 153Q: 3 clusters Score -2.547426e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214302 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -25474220.000000 Penalty: 6145.133301
	Iteration 154Q: 3 clusters Score -2.547422e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215000 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -25474152.000000 Penalty: 6145.133301
	Iteration 155Q: 3 clusters Score -2.547415e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215692 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -25474132.000000 Penalty: 6145.133301
	Iteration 156Q: 3 clusters Score -2.547413e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216367 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -25474156.000000 Penalty: 6145.133301
	Iteration 157Q: 3 clusters Score -2.547416e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217037 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -25474216.000000 Penalty: 6145.133301
	Iteration 158Q: 3 clusters Score -2.547422e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217681 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -25474188.000000 Penalty: 6145.133301
	Iteration 159Q: 3 clusters Score -2.547419e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218333 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -25474152.000000 Penalty: 6145.133301
	Iteration 160F: 3 clusters Score -2.547415e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218980 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -25474078.000000 Penalty: 6145.133301
	Iteration 161Q: 3 clusters Score -2.547408e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219592 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -25474136.000000 Penalty: 6145.133301
	Iteration 162Q: 3 clusters Score -2.547414e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220178 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -25474174.000000 Penalty: 6145.133301
	Iteration 163Q: 3 clusters Score -2.547417e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220750 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -25474190.000000 Penalty: 6145.133301
	Iteration 164Q: 3 clusters Score -2.547419e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221294 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -25474278.000000 Penalty: 6145.133301
	Iteration 165Q: 3 clusters Score -2.547428e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221823 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -25474202.000000 Penalty: 6145.133301
	Iteration 166Q: 3 clusters Score -2.54742e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222355 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -25474210.000000 Penalty: 6145.133301
	Iteration 167Q: 3 clusters Score -2.547421e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222862 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -25474166.000000 Penalty: 6145.133301
	Iteration 168Q: 3 clusters Score -2.547417e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223363 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -25474212.000000 Penalty: 6145.133301
	Iteration 169Q: 3 clusters Score -2.547421e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223884 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -25474234.000000 Penalty: 6145.133301
	Iteration 170Q: 3 clusters Score -2.547423e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224430 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -25474220.000000 Penalty: 6145.133301
	Iteration 171Q: 3 clusters Score -2.547422e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224968 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -25474272.000000 Penalty: 6145.133301
	Iteration 172Q: 3 clusters Score -2.547427e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225509 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -25474346.000000 Penalty: 6145.133301
	Iteration 173Q: 3 clusters Score -2.547435e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226064 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -25474434.000000 Penalty: 6145.133301
	Iteration 174Q: 3 clusters Score -2.547443e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226599 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -25474450.000000 Penalty: 6145.133301
	Iteration 175Q: 3 clusters Score -2.547445e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227126 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -25474484.000000 Penalty: 6145.133301
	Iteration 176Q: 3 clusters Score -2.547448e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227638 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -25474504.000000 Penalty: 6145.133301
	Iteration 177Q: 3 clusters Score -2.54745e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228133 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -25474542.000000 Penalty: 6145.133301
	Iteration 178Q: 3 clusters Score -2.547454e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228601 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -25474640.000000 Penalty: 6145.133301
	Iteration 179Q: 3 clusters Score -2.547464e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229058 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -25474706.000000 Penalty: 6145.133301
	Iteration 180F: 3 clusters Score -2.547471e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229498 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -25474738.000000 Penalty: 6145.133301
	Iteration 181Q: 3 clusters Score -2.547474e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229947 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -25474862.000000 Penalty: 6145.133301
	Iteration 182Q: 3 clusters Score -2.547486e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230351 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -25474986.000000 Penalty: 6145.133301
	Iteration 183Q: 3 clusters Score -2.547499e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230760 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -25475018.000000 Penalty: 6145.133301
	Iteration 184Q: 3 clusters Score -2.547502e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231131 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -25474988.000000 Penalty: 6145.133301
	Iteration 185Q: 3 clusters Score -2.547499e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231494 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -25474988.000000 Penalty: 6145.133301
	Iteration 186Q: 3 clusters Score -2.547499e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231869 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -25474996.000000 Penalty: 6145.133301
	Iteration 187Q: 3 clusters Score -2.5475e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232220 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -25475026.000000 Penalty: 6145.133301
	Iteration 188Q: 3 clusters Score -2.547503e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232553 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -25475010.000000 Penalty: 6145.133301
	Iteration 189Q: 3 clusters Score -2.547501e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232852 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -25475008.000000 Penalty: 6145.133301
	Iteration 190Q: 3 clusters Score -2.547501e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233132 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -25474986.000000 Penalty: 6145.133301
	Iteration 191Q: 3 clusters Score -2.547499e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233410 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -25475008.000000 Penalty: 6145.133301
	Iteration 192Q: 3 clusters Score -2.547501e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233679 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -25475108.000000 Penalty: 6145.133301
	Iteration 193Q: 3 clusters Score -2.547511e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233908 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -25475178.000000 Penalty: 6145.133301
	Iteration 194Q: 3 clusters Score -2.547518e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234124 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -25475164.000000 Penalty: 6145.133301
	Iteration 195Q: 3 clusters Score -2.547516e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234324 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -25475184.000000 Penalty: 6145.133301
	Iteration 196Q: 3 clusters Score -2.547518e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234525 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -25475202.000000 Penalty: 6145.133301
	Iteration 197Q: 3 clusters Score -2.54752e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234711 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -25475166.000000 Penalty: 6145.133301
	Iteration 198Q: 3 clusters Score -2.547517e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234904 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -25475174.000000 Penalty: 6145.133301
	Iteration 199Q: 3 clusters Score -2.547517e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235097 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -25475142.000000 Penalty: 6145.133301
	Iteration 200F: 3 clusters Score -2.547514e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235276 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -25475188.000000 Penalty: 6145.133301
	Iteration 201Q: 3 clusters Score -2.547519e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235463 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -25475148.000000 Penalty: 6145.133301
	Iteration 202Q: 3 clusters Score -2.547515e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235639 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -25475132.000000 Penalty: 6145.133301
	Iteration 203Q: 3 clusters Score -2.547513e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235811 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -25475126.000000 Penalty: 6145.133301
	Iteration 204Q: 3 clusters Score -2.547513e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235979 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -25475158.000000 Penalty: 6145.133301
	Iteration 205Q: 3 clusters Score -2.547516e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236135 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 206Q: 3 clusters Score -2.547515e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236284 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -25475158.000000 Penalty: 6145.133301
	Iteration 207Q: 3 clusters Score -2.547516e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236404 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -25475100.000000 Penalty: 6145.133301
	Iteration 208Q: 3 clusters Score -2.54751e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236516 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -25475142.000000 Penalty: 6145.133301
	Iteration 209Q: 3 clusters Score -2.547514e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236625 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -25475162.000000 Penalty: 6145.133301
	Iteration 210Q: 3 clusters Score -2.547516e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236713 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -25475154.000000 Penalty: 6145.133301
	Iteration 211Q: 3 clusters Score -2.547515e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236792 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 212Q: 3 clusters Score -2.547515e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236877 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -25475108.000000 Penalty: 6145.133301
	Iteration 213Q: 3 clusters Score -2.547511e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236953 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -25475146.000000 Penalty: 6145.133301
	Iteration 214Q: 3 clusters Score -2.547515e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237036 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -25475128.000000 Penalty: 6145.133301
	Iteration 215Q: 3 clusters Score -2.547513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237089 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -25475152.000000 Penalty: 6145.133301
	Iteration 216Q: 3 clusters Score -2.547515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237148 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -25475178.000000 Penalty: 6145.133301
	Iteration 217Q: 3 clusters Score -2.547518e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237196 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -25475176.000000 Penalty: 6145.133301
	Iteration 218Q: 3 clusters Score -2.547518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237245 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -25475144.000000 Penalty: 6145.133301
	Iteration 219Q: 3 clusters Score -2.547514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237293 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -25475146.000000 Penalty: 6145.133301
	Iteration 220F: 3 clusters Score -2.547515e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237337 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -25475128.000000 Penalty: 6145.133301
	Iteration 221Q: 3 clusters Score -2.547513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237362 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -25475156.000000 Penalty: 6145.133301
	Iteration 222Q: 3 clusters Score -2.547516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237394 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -25475130.000000 Penalty: 6145.133301
	Iteration 223Q: 3 clusters Score -2.547513e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237430 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -25475138.000000 Penalty: 6145.133301
	Iteration 224Q: 3 clusters Score -2.547514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237460 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -25475110.000000 Penalty: 6145.133301
	Iteration 225Q: 3 clusters Score -2.547511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237488 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -25475120.000000 Penalty: 6145.133301
	Iteration 226Q: 3 clusters Score -2.547512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237518 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -25475118.000000 Penalty: 6145.133301
	Iteration 227Q: 3 clusters Score -2.547512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237551 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -25475118.000000 Penalty: 6145.133301
	Iteration 228Q: 3 clusters Score -2.547512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237578 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -25475126.000000 Penalty: 6145.133301
	Iteration 229Q: 3 clusters Score -2.547513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237594 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -25475146.000000 Penalty: 6145.133301
	Iteration 230Q: 3 clusters Score -2.547515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237607 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -25475144.000000 Penalty: 6145.133301
	Iteration 231Q: 3 clusters Score -2.547514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237624 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25475142.000000 Penalty: 6145.133301
	Iteration 232Q: 3 clusters Score -2.547514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237635 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -25475154.000000 Penalty: 6145.133301
	Iteration 233Q: 3 clusters Score -2.547515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237649 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -25475128.000000 Penalty: 6145.133301
	Iteration 234Q: 3 clusters Score -2.547513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237671 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -25475120.000000 Penalty: 6145.133301
	Iteration 235Q: 3 clusters Score -2.547512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237688 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -25475124.000000 Penalty: 6145.133301
	Iteration 236Q: 3 clusters Score -2.547512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237702 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -25475130.000000 Penalty: 6145.133301
	Iteration 237Q: 3 clusters Score -2.547513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237714 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 238Q: 3 clusters Score -2.547515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25475136.000000 Penalty: 6145.133301
	Iteration 239Q: 3 clusters Score -2.547514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237739 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -25475142.000000 Penalty: 6145.133301
	Iteration 240F: 3 clusters Score -2.547514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237749 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -25475116.000000 Penalty: 6145.133301
	Iteration 241Q: 3 clusters Score -2.547512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237756 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -25475132.000000 Penalty: 6145.133301
	Iteration 242Q: 3 clusters Score -2.547513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237764 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 243Q: 3 clusters Score -2.547515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237773 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 244Q: 3 clusters Score -2.547515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237777 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25475140.000000 Penalty: 6145.133301
	Iteration 245Q: 3 clusters Score -2.547514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237778 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 246Q: 3 clusters Score -2.547515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237780 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -25475150.000000 Penalty: 6145.133301
	Iteration 247Q: 3 clusters Score -2.547515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237784 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -25475160.000000 Penalty: 6145.133301
	Iteration 248Q: 3 clusters Score -2.547516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237785 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -25475160.000000 Penalty: 6145.133301
	Iteration 249Q: 3 clusters Score -2.547516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237791 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -25475162.000000 Penalty: 6145.133301
	Iteration 250Q: 3 clusters Score -2.547516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237796 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -25475166.000000 Penalty: 6145.133301
	Iteration 251Q: 3 clusters Score -2.547517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25475174.000000 Penalty: 6145.133301
	Iteration 252Q: 3 clusters Score -2.547517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25475178.000000 Penalty: 6145.133301
	Iteration 253Q: 3 clusters Score -2.547518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25475178.000000 Penalty: 6145.133301
	Iteration 254F: 3 clusters Score -2.547518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Entering Unmasked Estep 
Score: -2750128.000000 Penalty: 2542.616943
	Iteration 0F: 2 clusters Score -2750128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2730682.000000 Penalty: 5085.233887
	Iteration 0F: 3 clusters Score -2730682 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2737638.500000 Penalty: 5085.233887
	Iteration 1F: 3 clusters Score -2737638 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2738281.000000 Penalty: 5085.233887
	Iteration 2F: 3 clusters Score -2738281 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2738937.500000 Penalty: 5085.233887
	Iteration 3F: 3 clusters Score -2738938 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2739624.250000 Penalty: 5085.233887
	Iteration 4F: 3 clusters Score -2739624 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2740357.500000 Penalty: 5085.233887
	Iteration 5F: 3 clusters Score -2740358 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2741141.000000 Penalty: 5085.233887
	Iteration 6F: 3 clusters Score -2741141 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2741987.500000 Penalty: 5085.233887
	Iteration 7F: 3 clusters Score -2741988 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2742788.000000 Penalty: 5085.233887
	Iteration 8F: 3 clusters Score -2742788 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2743555.500000 Penalty: 5085.233887
	Iteration 9Q: 3 clusters Score -2743556 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2744299.500000 Penalty: 5085.233887
	Iteration 10Q: 3 clusters Score -2744300 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2745031.750000 Penalty: 5085.233887
	Iteration 11Q: 3 clusters Score -2745032 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2745705.250000 Penalty: 5085.233887
	Iteration 12Q: 3 clusters Score -2745705 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2746169.250000 Penalty: 5085.233887
	Iteration 13Q: 3 clusters Score -2746169 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2746450.000000 Penalty: 5085.233887
	Iteration 14Q: 3 clusters Score -2746450 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2746666.750000 Penalty: 5085.233887
	Iteration 15Q: 3 clusters Score -2746667 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2746817.500000 Penalty: 5085.233887
	Iteration 16Q: 3 clusters Score -2746818 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2746933.000000 Penalty: 5085.233887
	Iteration 17Q: 3 clusters Score -2746933 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2747042.500000 Penalty: 5085.233887
	Iteration 18Q: 3 clusters Score -2747042 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2747145.000000 Penalty: 5085.233887
	Iteration 19Q: 3 clusters Score -2747145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2747238.000000 Penalty: 5085.233887
	Iteration 20F: 3 clusters Score -2747238 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2747359.250000 Penalty: 5085.233887
	Iteration 21Q: 3 clusters Score -2747359 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2747446.750000 Penalty: 5085.233887
	Iteration 22Q: 3 clusters Score -2747447 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2747526.750000 Penalty: 5085.233887
	Iteration 23Q: 3 clusters Score -2747527 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2747625.750000 Penalty: 5085.233887
	Iteration 24Q: 3 clusters Score -2747626 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2747716.250000 Penalty: 5085.233887
	Iteration 25Q: 3 clusters Score -2747716 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2747812.250000 Penalty: 5085.233887
	Iteration 26Q: 3 clusters Score -2747812 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2747922.000000 Penalty: 5085.233887
	Iteration 27Q: 3 clusters Score -2747922 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2747996.750000 Penalty: 5085.233887
	Iteration 28Q: 3 clusters Score -2747997 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2748086.750000 Penalty: 5085.233887
	Iteration 29Q: 3 clusters Score -2748087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2748176.000000 Penalty: 5085.233887
	Iteration 30Q: 3 clusters Score -2748176 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2748253.500000 Penalty: 5085.233887
	Iteration 31Q: 3 clusters Score -2748254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2748331.000000 Penalty: 5085.233887
	Iteration 32Q: 3 clusters Score -2748331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2748390.500000 Penalty: 5085.233887
	Iteration 33Q: 3 clusters Score -2748390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2748447.500000 Penalty: 5085.233887
	Iteration 34Q: 3 clusters Score -2748448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2748485.250000 Penalty: 5085.233887
	Iteration 35Q: 3 clusters Score -2748485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2748525.750000 Penalty: 5085.233887
	Iteration 36Q: 3 clusters Score -2748526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2748557.750000 Penalty: 5085.233887
	Iteration 37Q: 3 clusters Score -2748558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2748600.000000 Penalty: 5085.233887
	Iteration 38Q: 3 clusters Score -2748600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2748634.000000 Penalty: 5085.233887
	Iteration 39Q: 3 clusters Score -2748634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2748674.500000 Penalty: 5085.233887
	Iteration 40F: 3 clusters Score -2748674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2748695.250000 Penalty: 5085.233887
	Iteration 41Q: 3 clusters Score -2748695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2748721.750000 Penalty: 5085.233887
	Iteration 42Q: 3 clusters Score -2748722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2748750.250000 Penalty: 5085.233887
	Iteration 43Q: 3 clusters Score -2748750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2748762.500000 Penalty: 5085.233887
	Iteration 44Q: 3 clusters Score -2748762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2748767.500000 Penalty: 5085.233887
	Iteration 45Q: 3 clusters Score -2748768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2748765.750000 Penalty: 5085.233887
	Iteration 46Q: 3 clusters Score -2748766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2748768.250000 Penalty: 5085.233887
	Iteration 47Q: 3 clusters Score -2748768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2748771.500000 Penalty: 5085.233887
	Iteration 48Q: 3 clusters Score -2748772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2748775.000000 Penalty: 5085.233887
	Iteration 49Q: 3 clusters Score -2748775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2748773.500000 Penalty: 5085.233887
	Iteration 50Q: 3 clusters Score -2748774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2748775.250000 Penalty: 5085.233887
	Iteration 51Q: 3 clusters Score -2748775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2748775.250000 Penalty: 5085.233887
	Iteration 52Q: 3 clusters Score -2748775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2748776.750000 Penalty: 5085.233887
	Iteration 53Q: 3 clusters Score -2748777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2748774.250000 Penalty: 5085.233887
	Iteration 54Q: 3 clusters Score -2748774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2748774.250000 Penalty: 5085.233887
	Iteration 55F: 3 clusters Score -2748774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -1115155.875000 Penalty: 2303.135986
	Iteration 0F: 2 clusters Score -1115156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1106974.125000 Penalty: 4606.271973
	Iteration 0F: 3 clusters Score -1106974 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1109437.625000 Penalty: 4606.271973
	Iteration 1F: 3 clusters Score -1109438 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1109768.125000 Penalty: 4606.271973
	Iteration 2F: 3 clusters Score -1109768 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1110005.000000 Penalty: 4606.271973
	Iteration 3Q: 3 clusters Score -1110005 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1110212.375000 Penalty: 4606.271973
	Iteration 4Q: 3 clusters Score -1110212 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1110388.750000 Penalty: 4606.271973
	Iteration 5Q: 3 clusters Score -1110389 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1110557.875000 Penalty: 4606.271973
	Iteration 6Q: 3 clusters Score -1110558 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1110759.625000 Penalty: 4606.271973
	Iteration 7Q: 3 clusters Score -1110760 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1111014.000000 Penalty: 4606.271973
	Iteration 8Q: 3 clusters Score -1111014 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1111283.000000 Penalty: 4606.271973
	Iteration 9Q: 3 clusters Score -1111283 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1111560.625000 Penalty: 4606.271973
	Iteration 10Q: 3 clusters Score -1111561 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1111829.250000 Penalty: 4606.271973
	Iteration 11Q: 3 clusters Score -1111829 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1112076.875000 Penalty: 4606.271973
	Iteration 12Q: 3 clusters Score -1112077 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1112286.375000 Penalty: 4606.271973
	Iteration 13Q: 3 clusters Score -1112286 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1112476.375000 Penalty: 4606.271973
	Iteration 14Q: 3 clusters Score -1112476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1112631.625000 Penalty: 4606.271973
	Iteration 15Q: 3 clusters Score -1112632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1112751.500000 Penalty: 4606.271973
	Iteration 16Q: 3 clusters Score -1112752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1112828.625000 Penalty: 4606.271973
	Iteration 17Q: 3 clusters Score -1112829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1112889.375000 Penalty: 4606.271973
	Iteration 18Q: 3 clusters Score -1112889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1112947.750000 Penalty: 4606.271973
	Iteration 19Q: 3 clusters Score -1112948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1112998.625000 Penalty: 4606.271973
	Iteration 20F: 3 clusters Score -1112999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1113031.625000 Penalty: 4606.271973
	Iteration 21Q: 3 clusters Score -1113032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1113058.750000 Penalty: 4606.271973
	Iteration 22Q: 3 clusters Score -1113059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1113084.125000 Penalty: 4606.271973
	Iteration 23Q: 3 clusters Score -1113084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1113102.875000 Penalty: 4606.271973
	Iteration 24Q: 3 clusters Score -1113103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1113117.625000 Penalty: 4606.271973
	Iteration 25Q: 3 clusters Score -1113118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1113132.250000 Penalty: 4606.271973
	Iteration 26Q: 3 clusters Score -1113132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1113139.500000 Penalty: 4606.271973
	Iteration 27Q: 3 clusters Score -1113140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1113146.875000 Penalty: 4606.271973
	Iteration 28Q: 3 clusters Score -1113147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1113151.625000 Penalty: 4606.271973
	Iteration 29Q: 3 clusters Score -1113152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1113158.125000 Penalty: 4606.271973
	Iteration 30Q: 3 clusters Score -1113158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1113160.125000 Penalty: 4606.271973
	Iteration 31Q: 3 clusters Score -1113160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1113164.250000 Penalty: 4606.271973
	Iteration 32Q: 3 clusters Score -1113164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1113166.875000 Penalty: 4606.271973
	Iteration 33Q: 3 clusters Score -1113167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1113173.500000 Penalty: 4606.271973
	Iteration 34Q: 3 clusters Score -1113174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1113174.750000 Penalty: 4606.271973
	Iteration 35Q: 3 clusters Score -1113175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1113178.000000 Penalty: 4606.271973
	Iteration 36Q: 3 clusters Score -1113178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1113177.500000 Penalty: 4606.271973
	Iteration 37Q: 3 clusters Score -1113178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1113179.125000 Penalty: 4606.271973
	Iteration 38Q: 3 clusters Score -1113179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1113179.125000 Penalty: 4606.271973
	Iteration 39F: 3 clusters Score -1113179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -266315.781250 Penalty: 1988.128784
	Iteration 0F: 2 clusters Score -266315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -263015.625000 Penalty: 3976.257568
	Iteration 0F: 3 clusters Score -263015.6 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -263735.625000 Penalty: 3976.257568
	Iteration 1F: 3 clusters Score -263735.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -263941.406250 Penalty: 3976.257568
	Iteration 2F: 3 clusters Score -263941.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -264071.156250 Penalty: 3976.257568
	Iteration 3Q: 3 clusters Score -264071.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -264153.437500 Penalty: 3976.257568
	Iteration 4Q: 3 clusters Score -264153.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -264213.125000 Penalty: 3976.257568
	Iteration 5Q: 3 clusters Score -264213.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -264269.250000 Penalty: 3976.257568
	Iteration 6Q: 3 clusters Score -264269.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -264316.906250 Penalty: 3976.257568
	Iteration 7Q: 3 clusters Score -264316.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -264340.843750 Penalty: 3976.257568
	Iteration 8Q: 3 clusters Score -264340.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -264359.500000 Penalty: 3976.257568
	Iteration 9Q: 3 clusters Score -264359.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -264376.656250 Penalty: 3976.257568
	Iteration 10Q: 3 clusters Score -264376.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -264388.968750 Penalty: 3976.257568
	Iteration 11Q: 3 clusters Score -264389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -264402.718750 Penalty: 3976.257568
	Iteration 12Q: 3 clusters Score -264402.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -264412.781250 Penalty: 3976.257568
	Iteration 13Q: 3 clusters Score -264412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -264417.781250 Penalty: 3976.257568
	Iteration 14Q: 3 clusters Score -264417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -264420.156250 Penalty: 3976.257568
	Iteration 15Q: 3 clusters Score -264420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -264421.750000 Penalty: 3976.257568
	Iteration 16Q: 3 clusters Score -264421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -264422.843750 Penalty: 3976.257568
	Iteration 17Q: 3 clusters Score -264422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -264424.000000 Penalty: 3976.257568
	Iteration 18Q: 3 clusters Score -264424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -264428.312500 Penalty: 3976.257568
	Iteration 19Q: 3 clusters Score -264428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -264432.375000 Penalty: 3976.257568
	Iteration 20F: 3 clusters Score -264432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -264434.468750 Penalty: 3976.257568
	Iteration 21Q: 3 clusters Score -264434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -264437.875000 Penalty: 3976.257568
	Iteration 22Q: 3 clusters Score -264437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -264442.281250 Penalty: 3976.257568
	Iteration 23Q: 3 clusters Score -264442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -264444.031250 Penalty: 3976.257568
	Iteration 24Q: 3 clusters Score -264444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -264446.906250 Penalty: 3976.257568
	Iteration 25Q: 3 clusters Score -264446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -264449.968750 Penalty: 3976.257568
	Iteration 26Q: 3 clusters Score -264450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -264453.312500 Penalty: 3976.257568
	Iteration 27Q: 3 clusters Score -264453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -264455.875000 Penalty: 3976.257568
	Iteration 28Q: 3 clusters Score -264455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -264458.468750 Penalty: 3976.257568
	Iteration 29Q: 3 clusters Score -264458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -264461.656250 Penalty: 3976.257568
	Iteration 30Q: 3 clusters Score -264461.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -264463.718750 Penalty: 3976.257568
	Iteration 31Q: 3 clusters Score -264463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -264465.281250 Penalty: 3976.257568
	Iteration 32Q: 3 clusters Score -264465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -264466.531250 Penalty: 3976.257568
	Iteration 33Q: 3 clusters Score -264466.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -264468.375000 Penalty: 3976.257568
	Iteration 34Q: 3 clusters Score -264468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -264470.343750 Penalty: 3976.257568
	Iteration 35Q: 3 clusters Score -264470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -264471.375000 Penalty: 3976.257568
	Iteration 36Q: 3 clusters Score -264471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -264473.000000 Penalty: 3976.257568
	Iteration 37Q: 3 clusters Score -264473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -264473.281250 Penalty: 3976.257568
	Iteration 38Q: 3 clusters Score -264473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -264473.937500 Penalty: 3976.257568
	Iteration 39Q: 3 clusters Score -264473.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -264473.937500 Penalty: 3976.257568
	Iteration 40F: 3 clusters Score -264473.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (357245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357245 members 
Entering Unmasked Estep 
Score: -37973004.000000 Penalty: 3170.971924
	Iteration 0F: 2 clusters Score -3.7973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 177962 members 
Entering Unmasked Estep 
Score: -37747208.000000 Penalty: 6341.943848
	Iteration 0F: 3 clusters Score -3.774721e+07 nChanged 173403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -37852832.000000 Penalty: 6341.943848
	Iteration 1F: 3 clusters Score -3.785283e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203460 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -37856188.000000 Penalty: 6341.943848
	Iteration 2Q: 3 clusters Score -3.785619e+07 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217776 members 
Mstep: Class 2 contains 139469 members 
Entering Unmasked Estep 
Score: -37862632.000000 Penalty: 6341.943848
	Iteration 3Q: 3 clusters Score -3.786263e+07 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238583 members 
Mstep: Class 2 contains 118662 members 
Entering Unmasked Estep 
Score: -37874708.000000 Penalty: 6341.943848
	Iteration 4F: 3 clusters Score -3.787471e+07 nChanged 27810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265795 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -37895088.000000 Penalty: 6341.943848
	Iteration 5F: 3 clusters Score -3.789509e+07 nChanged 30341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295890 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -37921276.000000 Penalty: 6341.943848
	Iteration 6F: 3 clusters Score -3.792128e+07 nChanged 25951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321759 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -37945900.000000 Penalty: 6341.943848
	Iteration 7F: 3 clusters Score -3.79459e+07 nChanged 17372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339121 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -37958476.000000 Penalty: 6341.943848
	Iteration 8Q: 3 clusters Score -3.795848e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348479 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -37964748.000000 Penalty: 6341.943848
	Iteration 9Q: 3 clusters Score -3.796475e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352945 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -37967540.000000 Penalty: 6341.943848
	Iteration 10Q: 3 clusters Score -3.796754e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -37968920.000000 Penalty: 6341.943848
	Iteration 11Q: 3 clusters Score -3.796892e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355864 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -37969572.000000 Penalty: 6341.943848
	Iteration 12Q: 3 clusters Score -3.796957e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356276 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -37969764.000000 Penalty: 6341.943848
	Iteration 13Q: 3 clusters Score -3.796976e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356498 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -37969888.000000 Penalty: 6341.943848
	Iteration 14Q: 3 clusters Score -3.796989e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356607 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -37970052.000000 Penalty: 6341.943848
	Iteration 15Q: 3 clusters Score -3.797005e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356677 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -37970152.000000 Penalty: 6341.943848
	Iteration 16Q: 3 clusters Score -3.797015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356713 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -37970184.000000 Penalty: 6341.943848
	Iteration 17Q: 3 clusters Score -3.797018e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356728 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -37970212.000000 Penalty: 6341.943848
	Iteration 18Q: 3 clusters Score -3.797021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356738 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -37970232.000000 Penalty: 6341.943848
	Iteration 19Q: 3 clusters Score -3.797023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356752 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37970260.000000 Penalty: 6341.943848
	Iteration 20F: 3 clusters Score -3.797026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356757 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -37970268.000000 Penalty: 6341.943848
	Iteration 21Q: 3 clusters Score -3.797027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -37970260.000000 Penalty: 6341.943848
	Iteration 22Q: 3 clusters Score -3.797026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356758 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37970284.000000 Penalty: 6341.943848
	Iteration 23Q: 3 clusters Score -3.797028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37970284.000000 Penalty: 6341.943848
	Iteration 24Q: 3 clusters Score -3.797028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356762 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37970284.000000 Penalty: 6341.943848
	Iteration 25Q: 3 clusters Score -3.797028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356766 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37970304.000000 Penalty: 6341.943848
	Iteration 26Q: 3 clusters Score -3.79703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356767 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37970292.000000 Penalty: 6341.943848
	Iteration 27Q: 3 clusters Score -3.797029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356767 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37970292.000000 Penalty: 6341.943848
	Iteration 28F: 3 clusters Score -3.797029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -34144.136719 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -34144.14 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 179 members 
Entering Unmasked Estep 
Score: -32761.951172 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -32761.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32900.222656 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -32900.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32944.929688 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -32944.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32962.156250 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -32962.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32971.550781 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -32971.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32978.898438 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -32978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32998.535156 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -32998.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33004.742188 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -33004.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33004.742188 Penalty: 2923.623779
	Iteration 8F: 3 clusters Score -33004.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (333074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333074 members 
Entering Unmasked Estep 
Score: -35371880.000000 Penalty: 3153.597656
	Iteration 0F: 2 clusters Score -3.537188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167078 members 
Mstep: Class 2 contains 165996 members 
Entering Unmasked Estep 
Score: -35154064.000000 Penalty: 6307.195312
	Iteration 0F: 3 clusters Score -3.515406e+07 nChanged 161565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179727 members 
Mstep: Class 2 contains 153347 members 
Entering Unmasked Estep 
Score: -35250348.000000 Penalty: 6307.195312
	Iteration 1F: 3 clusters Score -3.525035e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 145276 members 
Entering Unmasked Estep 
Score: -35252508.000000 Penalty: 6307.195312
	Iteration 2Q: 3 clusters Score -3.525251e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -35257152.000000 Penalty: 6307.195312
	Iteration 3Q: 3 clusters Score -3.525715e+07 nChanged 18747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218759 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -35267008.000000 Penalty: 6307.195312
	Iteration 4F: 3 clusters Score -3.526701e+07 nChanged 25598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244301 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -35284464.000000 Penalty: 6307.195312
	Iteration 5F: 3 clusters Score -3.528446e+07 nChanged 30961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275252 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -35311228.000000 Penalty: 6307.195312
	Iteration 6F: 3 clusters Score -3.531123e+07 nChanged 29220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304470 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -35340496.000000 Penalty: 6307.195312
	Iteration 7F: 3 clusters Score -3.53405e+07 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322757 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -35359656.000000 Penalty: 6307.195312
	Iteration 8F: 3 clusters Score -3.535966e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330141 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -35366396.000000 Penalty: 6307.195312
	Iteration 9Q: 3 clusters Score -3.53664e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332243 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -35368164.000000 Penalty: 6307.195312
	Iteration 10Q: 3 clusters Score -3.536816e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332711 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35368732.000000 Penalty: 6307.195312
	Iteration 11Q: 3 clusters Score -3.536873e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332809 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35368892.000000 Penalty: 6307.195312
	Iteration 12Q: 3 clusters Score -3.536889e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332846 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35368980.000000 Penalty: 6307.195312
	Iteration 13Q: 3 clusters Score -3.536898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332864 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35369024.000000 Penalty: 6307.195312
	Iteration 14Q: 3 clusters Score -3.536902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332873 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35369040.000000 Penalty: 6307.195312
	Iteration 15Q: 3 clusters Score -3.536904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332879 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35369112.000000 Penalty: 6307.195312
	Iteration 16Q: 3 clusters Score -3.536911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332878 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35369088.000000 Penalty: 6307.195312
	Iteration 17Q: 3 clusters Score -3.536909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332877 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35369104.000000 Penalty: 6307.195312
	Iteration 18Q: 3 clusters Score -3.53691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332878 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35369124.000000 Penalty: 6307.195312
	Iteration 19Q: 3 clusters Score -3.536912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332879 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35369112.000000 Penalty: 6307.195312
	Iteration 20F: 3 clusters Score -3.536911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -999435.250000 Penalty: 2271.730469
	Iteration 0F: 2 clusters Score -999435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -992110.437500 Penalty: 4543.460938
	Iteration 0F: 3 clusters Score -992110.4 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -994092.187500 Penalty: 4543.460938
	Iteration 1F: 3 clusters Score -994092.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -994340.625000 Penalty: 4543.460938
	Iteration 2F: 3 clusters Score -994340.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -994505.000000 Penalty: 4543.460938
	Iteration 3Q: 3 clusters Score -994505 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -994637.875000 Penalty: 4543.460938
	Iteration 4Q: 3 clusters Score -994637.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -994738.437500 Penalty: 4543.460938
	Iteration 5Q: 3 clusters Score -994738.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -994813.687500 Penalty: 4543.460938
	Iteration 6Q: 3 clusters Score -994813.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -994877.250000 Penalty: 4543.460938
	Iteration 7Q: 3 clusters Score -994877.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -994930.562500 Penalty: 4543.460938
	Iteration 8Q: 3 clusters Score -994930.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -994988.562500 Penalty: 4543.460938
	Iteration 9Q: 3 clusters Score -994988.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -995042.187500 Penalty: 4543.460938
	Iteration 10Q: 3 clusters Score -995042.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -995108.937500 Penalty: 4543.460938
	Iteration 11Q: 3 clusters Score -995108.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -995197.937500 Penalty: 4543.460938
	Iteration 12Q: 3 clusters Score -995197.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -995321.000000 Penalty: 4543.460938
	Iteration 13Q: 3 clusters Score -995321 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -995460.812500 Penalty: 4543.460938
	Iteration 14Q: 3 clusters Score -995460.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -995658.375000 Penalty: 4543.460938
	Iteration 15Q: 3 clusters Score -995658.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -995911.375000 Penalty: 4543.460938
	Iteration 16Q: 3 clusters Score -995911.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -996172.437500 Penalty: 4543.460938
	Iteration 17Q: 3 clusters Score -996172.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -996413.125000 Penalty: 4543.460938
	Iteration 18Q: 3 clusters Score -996413.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -996617.000000 Penalty: 4543.460938
	Iteration 19Q: 3 clusters Score -996617 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -996795.125000 Penalty: 4543.460938
	Iteration 20F: 3 clusters Score -996795.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -996905.125000 Penalty: 4543.460938
	Iteration 21Q: 3 clusters Score -996905.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -997000.125000 Penalty: 4543.460938
	Iteration 22Q: 3 clusters Score -997000.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -997089.250000 Penalty: 4543.460938
	Iteration 23Q: 3 clusters Score -997089.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -997167.000000 Penalty: 4543.460938
	Iteration 24Q: 3 clusters Score -997167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -997233.250000 Penalty: 4543.460938
	Iteration 25Q: 3 clusters Score -997233.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -997299.812500 Penalty: 4543.460938
	Iteration 26Q: 3 clusters Score -997299.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -997360.125000 Penalty: 4543.460938
	Iteration 27Q: 3 clusters Score -997360.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -997394.500000 Penalty: 4543.460938
	Iteration 28Q: 3 clusters Score -997394.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -997414.875000 Penalty: 4543.460938
	Iteration 29Q: 3 clusters Score -997414.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -997434.500000 Penalty: 4543.460938
	Iteration 30Q: 3 clusters Score -997434.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -997445.750000 Penalty: 4543.460938
	Iteration 31Q: 3 clusters Score -997445.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -997454.875000 Penalty: 4543.460938
	Iteration 32Q: 3 clusters Score -997454.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -997460.687500 Penalty: 4543.460938
	Iteration 33Q: 3 clusters Score -997460.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -997469.375000 Penalty: 4543.460938
	Iteration 34Q: 3 clusters Score -997469.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -997474.437500 Penalty: 4543.460938
	Iteration 35Q: 3 clusters Score -997474.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -997478.562500 Penalty: 4543.460938
	Iteration 36Q: 3 clusters Score -997478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -997483.062500 Penalty: 4543.460938
	Iteration 37Q: 3 clusters Score -997483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -997488.687500 Penalty: 4543.460938
	Iteration 38Q: 3 clusters Score -997488.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -997492.187500 Penalty: 4543.460938
	Iteration 39Q: 3 clusters Score -997492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -997496.375000 Penalty: 4543.460938
	Iteration 40F: 3 clusters Score -997496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -997496.937500 Penalty: 4543.460938
	Iteration 41Q: 3 clusters Score -997496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -997495.875000 Penalty: 4543.460938
	Iteration 42Q: 3 clusters Score -997495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -997496.437500 Penalty: 4543.460938
	Iteration 43Q: 3 clusters Score -997496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -997499.062500 Penalty: 4543.460938
	Iteration 44Q: 3 clusters Score -997499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -997498.562500 Penalty: 4543.460938
	Iteration 45Q: 3 clusters Score -997498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -997498.687500 Penalty: 4543.460938
	Iteration 46Q: 3 clusters Score -997498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -997500.437500 Penalty: 4543.460938
	Iteration 47Q: 3 clusters Score -997500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -997499.562500 Penalty: 4543.460938
	Iteration 48Q: 3 clusters Score -997499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -997499.562500 Penalty: 4543.460938
	Iteration 49F: 3 clusters Score -997499.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -99815.203125 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -99815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97869.804688 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -97869.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98157.656250 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -98157.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98236.265625 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -98236.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98275.078125 Penalty: 3431.672852
	Iteration 3Q: 3 clusters Score -98275.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98295.820312 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -98295.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98306.210938 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -98306.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98321.085938 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -98321.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98334.210938 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -98334.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98341.875000 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -98341.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98343.562500 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -98343.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98345.671875 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -98345.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98345.671875 Penalty: 3431.672852
	Iteration 11F: 3 clusters Score -98345.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Entering Unmasked Estep 
Score: -13514726.000000 Penalty: 2912.973633
	Iteration 0F: 2 clusters Score -1.351473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -13430283.000000 Penalty: 5825.947266
	Iteration 0F: 3 clusters Score -1.343028e+07 nChanged 59925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -13464071.000000 Penalty: 5825.947266
	Iteration 1F: 3 clusters Score -1.346407e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -13464652.000000 Penalty: 5825.947266
	Iteration 2Q: 3 clusters Score -1.346465e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -13465308.000000 Penalty: 5825.947266
	Iteration 3Q: 3 clusters Score -1.346531e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -13465962.000000 Penalty: 5825.947266
	Iteration 4Q: 3 clusters Score -1.346596e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -13466781.000000 Penalty: 5825.947266
	Iteration 5Q: 3 clusters Score -1.346678e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -13467653.000000 Penalty: 5825.947266
	Iteration 6Q: 3 clusters Score -1.346765e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -13469088.000000 Penalty: 5825.947266
	Iteration 7Q: 3 clusters Score -1.346909e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -13471518.000000 Penalty: 5825.947266
	Iteration 8Q: 3 clusters Score -1.347152e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -13475556.000000 Penalty: 5825.947266
	Iteration 9F: 3 clusters Score -1.347556e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -13481563.000000 Penalty: 5825.947266
	Iteration 10F: 3 clusters Score -1.348156e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -13489362.000000 Penalty: 5825.947266
	Iteration 11F: 3 clusters Score -1.348936e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -13497075.000000 Penalty: 5825.947266
	Iteration 12F: 3 clusters Score -1.349708e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 115490 members 
Entering Unmasked Estep 
Score: -13503384.000000 Penalty: 5825.947266
	Iteration 13F: 3 clusters Score -1.350338e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 120375 members 
Entering Unmasked Estep 
Score: -13507478.000000 Penalty: 5825.947266
	Iteration 14Q: 3 clusters Score -1.350748e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -13509903.000000 Penalty: 5825.947266
	Iteration 15Q: 3 clusters Score -1.35099e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -13511055.000000 Penalty: 5825.947266
	Iteration 16Q: 3 clusters Score -1.351106e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -13511600.000000 Penalty: 5825.947266
	Iteration 17Q: 3 clusters Score -1.35116e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -13511801.000000 Penalty: 5825.947266
	Iteration 18Q: 3 clusters Score -1.35118e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 125691 members 
Entering Unmasked Estep 
Score: -13511941.000000 Penalty: 5825.947266
	Iteration 19Q: 3 clusters Score -1.351194e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 125753 members 
Entering Unmasked Estep 
Score: -13512001.000000 Penalty: 5825.947266
	Iteration 20F: 3 clusters Score -1.3512e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -13512024.000000 Penalty: 5825.947266
	Iteration 21Q: 3 clusters Score -1.351202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -13512064.000000 Penalty: 5825.947266
	Iteration 22Q: 3 clusters Score -1.351206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -13512087.000000 Penalty: 5825.947266
	Iteration 23Q: 3 clusters Score -1.351209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125847 members 
Entering Unmasked Estep 
Score: -13512102.000000 Penalty: 5825.947266
	Iteration 24Q: 3 clusters Score -1.35121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -13512133.000000 Penalty: 5825.947266
	Iteration 25Q: 3 clusters Score -1.351213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 125861 members 
Entering Unmasked Estep 
Score: -13512149.000000 Penalty: 5825.947266
	Iteration 26Q: 3 clusters Score -1.351215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -13512157.000000 Penalty: 5825.947266
	Iteration 27Q: 3 clusters Score -1.351216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -13512159.000000 Penalty: 5825.947266
	Iteration 28Q: 3 clusters Score -1.351216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -13512154.000000 Penalty: 5825.947266
	Iteration 29Q: 3 clusters Score -1.351215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -13512162.000000 Penalty: 5825.947266
	Iteration 30Q: 3 clusters Score -1.351216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -13512160.000000 Penalty: 5825.947266
	Iteration 31Q: 3 clusters Score -1.351216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -13512160.000000 Penalty: 5825.947266
	Iteration 32F: 3 clusters Score -1.351216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Entering Unmasked Estep 
Score: -5754180.000000 Penalty: 2699.160156
	Iteration 0F: 2 clusters Score -5754180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -5718188.000000 Penalty: 5398.320312
	Iteration 0F: 3 clusters Score -5718188 nChanged 24781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -5731923.500000 Penalty: 5398.320312
	Iteration 1F: 3 clusters Score -5731924 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -5732391.000000 Penalty: 5398.320312
	Iteration 2Q: 3 clusters Score -5732391 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5732883.500000 Penalty: 5398.320312
	Iteration 3Q: 3 clusters Score -5732884 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -5733342.500000 Penalty: 5398.320312
	Iteration 4Q: 3 clusters Score -5733342 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5733961.500000 Penalty: 5398.320312
	Iteration 5Q: 3 clusters Score -5733962 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -5734852.500000 Penalty: 5398.320312
	Iteration 6Q: 3 clusters Score -5734852 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5736275.500000 Penalty: 5398.320312
	Iteration 7F: 3 clusters Score -5736276 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5738484.000000 Penalty: 5398.320312
	Iteration 8F: 3 clusters Score -5738484 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5741706.500000 Penalty: 5398.320312
	Iteration 9F: 3 clusters Score -5741706 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5745492.500000 Penalty: 5398.320312
	Iteration 10F: 3 clusters Score -5745492 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -5748592.500000 Penalty: 5398.320312
	Iteration 11F: 3 clusters Score -5748592 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -5750306.000000 Penalty: 5398.320312
	Iteration 12Q: 3 clusters Score -5750306 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -5751117.500000 Penalty: 5398.320312
	Iteration 13Q: 3 clusters Score -5751118 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -5751522.500000 Penalty: 5398.320312
	Iteration 14Q: 3 clusters Score -5751522 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -5751773.500000 Penalty: 5398.320312
	Iteration 15Q: 3 clusters Score -5751774 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -5751912.500000 Penalty: 5398.320312
	Iteration 16Q: 3 clusters Score -5751912 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -5752012.500000 Penalty: 5398.320312
	Iteration 17Q: 3 clusters Score -5752012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -5752105.500000 Penalty: 5398.320312
	Iteration 18Q: 3 clusters Score -5752106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -5752159.000000 Penalty: 5398.320312
	Iteration 19Q: 3 clusters Score -5752159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -5752193.000000 Penalty: 5398.320312
	Iteration 20F: 3 clusters Score -5752193 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -5752268.500000 Penalty: 5398.320312
	Iteration 21Q: 3 clusters Score -5752268 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -5752334.000000 Penalty: 5398.320312
	Iteration 22Q: 3 clusters Score -5752334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -5752384.000000 Penalty: 5398.320312
	Iteration 23Q: 3 clusters Score -5752384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -5752393.500000 Penalty: 5398.320312
	Iteration 24Q: 3 clusters Score -5752394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -5752412.000000 Penalty: 5398.320312
	Iteration 25Q: 3 clusters Score -5752412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -5752442.500000 Penalty: 5398.320312
	Iteration 26Q: 3 clusters Score -5752442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -5752451.000000 Penalty: 5398.320312
	Iteration 27Q: 3 clusters Score -5752451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -5752463.500000 Penalty: 5398.320312
	Iteration 28Q: 3 clusters Score -5752464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -5752466.500000 Penalty: 5398.320312
	Iteration 29Q: 3 clusters Score -5752466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -5752469.500000 Penalty: 5398.320312
	Iteration 30Q: 3 clusters Score -5752470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5752470.000000 Penalty: 5398.320312
	Iteration 31Q: 3 clusters Score -5752470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -5752470.500000 Penalty: 5398.320312
	Iteration 32Q: 3 clusters Score -5752470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -5752481.000000 Penalty: 5398.320312
	Iteration 33Q: 3 clusters Score -5752481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -5752478.500000 Penalty: 5398.320312
	Iteration 34Q: 3 clusters Score -5752478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -5752487.000000 Penalty: 5398.320312
	Iteration 35Q: 3 clusters Score -5752487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -5752500.500000 Penalty: 5398.320312
	Iteration 36Q: 3 clusters Score -5752500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -5752497.500000 Penalty: 5398.320312
	Iteration 37Q: 3 clusters Score -5752498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -5752506.000000 Penalty: 5398.320312
	Iteration 38Q: 3 clusters Score -5752506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -5752512.000000 Penalty: 5398.320312
	Iteration 39Q: 3 clusters Score -5752512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -5752507.000000 Penalty: 5398.320312
	Iteration 40F: 3 clusters Score -5752507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -5752514.500000 Penalty: 5398.320312
	Iteration 41Q: 3 clusters Score -5752514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -5752523.500000 Penalty: 5398.320312
	Iteration 42Q: 3 clusters Score -5752524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -5752530.500000 Penalty: 5398.320312
	Iteration 43Q: 3 clusters Score -5752530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5752522.500000 Penalty: 5398.320312
	Iteration 44Q: 3 clusters Score -5752522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -5752533.500000 Penalty: 5398.320312
	Iteration 45Q: 3 clusters Score -5752534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -5752535.000000 Penalty: 5398.320312
	Iteration 46Q: 3 clusters Score -5752535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -5752523.500000 Penalty: 5398.320312
	Iteration 47Q: 3 clusters Score -5752524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -5752525.500000 Penalty: 5398.320312
	Iteration 48Q: 3 clusters Score -5752526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -5752525.000000 Penalty: 5398.320312
	Iteration 49Q: 3 clusters Score -5752525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -5752530.500000 Penalty: 5398.320312
	Iteration 50Q: 3 clusters Score -5752530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -5752535.000000 Penalty: 5398.320312
	Iteration 51Q: 3 clusters Score -5752535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -5752535.000000 Penalty: 5398.320312
	Iteration 52Q: 3 clusters Score -5752535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -5752532.000000 Penalty: 5398.320312
	Iteration 53Q: 3 clusters Score -5752532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -5752527.000000 Penalty: 5398.320312
	Iteration 54Q: 3 clusters Score -5752527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -5752525.000000 Penalty: 5398.320312
	Iteration 55Q: 3 clusters Score -5752525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -5752531.000000 Penalty: 5398.320312
	Iteration 56Q: 3 clusters Score -5752531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -5752530.500000 Penalty: 5398.320312
	Iteration 57Q: 3 clusters Score -5752530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -5752530.500000 Penalty: 5398.320312
	Iteration 58Q: 3 clusters Score -5752530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5752530.500000 Penalty: 5398.320312
	Iteration 59Q: 3 clusters Score -5752530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5752530.500000 Penalty: 5398.320312
	Iteration 60F: 3 clusters Score -5752530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -38917.859375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -38917.86 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 206 members 
Entering Unmasked Estep 
Score: -37444.039062 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -37444.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37560.671875 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -37560.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37600.117188 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -37600.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37627.476562 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -37627.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37644.625000 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -37644.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37651.152344 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -37651.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37652.605469 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -37652.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37652.605469 Penalty: 2995.966309
	Iteration 7F: 3 clusters Score -37652.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28178.591797 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28178.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28282.683594 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28282.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28305.931641 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28305.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28311.505859 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28311.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28315.919922 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28315.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28319.658203 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -28319.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28323.585938 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -28323.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28323.585938 Penalty: 2876.350098
	Iteration 7F: 3 clusters Score -28323.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Entering Unmasked Estep 
Score: -1514886.500000 Penalty: 2373.214355
	Iteration 0F: 2 clusters Score -1514886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1504408.125000 Penalty: 4746.428711
	Iteration 0F: 3 clusters Score -1504408 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1507795.000000 Penalty: 4746.428711
	Iteration 1F: 3 clusters Score -1507795 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1508406.000000 Penalty: 4746.428711
	Iteration 2F: 3 clusters Score -1508406 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1509093.500000 Penalty: 4746.428711
	Iteration 3F: 3 clusters Score -1509094 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1509767.500000 Penalty: 4746.428711
	Iteration 4F: 3 clusters Score -1509768 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1510383.250000 Penalty: 4746.428711
	Iteration 5F: 3 clusters Score -1510383 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1511004.250000 Penalty: 4746.428711
	Iteration 6F: 3 clusters Score -1511004 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1511571.500000 Penalty: 4746.428711
	Iteration 7F: 3 clusters Score -1511572 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1512048.125000 Penalty: 4746.428711
	Iteration 8Q: 3 clusters Score -1512048 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1512402.000000 Penalty: 4746.428711
	Iteration 9Q: 3 clusters Score -1512402 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1512680.375000 Penalty: 4746.428711
	Iteration 10Q: 3 clusters Score -1512680 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1512877.375000 Penalty: 4746.428711
	Iteration 11Q: 3 clusters Score -1512877 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1512986.250000 Penalty: 4746.428711
	Iteration 12Q: 3 clusters Score -1512986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1513043.375000 Penalty: 4746.428711
	Iteration 13Q: 3 clusters Score -1513043 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1513081.375000 Penalty: 4746.428711
	Iteration 14Q: 3 clusters Score -1513081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1513100.000000 Penalty: 4746.428711
	Iteration 15Q: 3 clusters Score -1513100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1513118.500000 Penalty: 4746.428711
	Iteration 16Q: 3 clusters Score -1513118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1513127.250000 Penalty: 4746.428711
	Iteration 17Q: 3 clusters Score -1513127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1513136.750000 Penalty: 4746.428711
	Iteration 18Q: 3 clusters Score -1513137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1513142.750000 Penalty: 4746.428711
	Iteration 19Q: 3 clusters Score -1513143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1513149.875000 Penalty: 4746.428711
	Iteration 20F: 3 clusters Score -1513150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1513151.000000 Penalty: 4746.428711
	Iteration 21Q: 3 clusters Score -1513151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1513153.375000 Penalty: 4746.428711
	Iteration 22Q: 3 clusters Score -1513153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1513155.875000 Penalty: 4746.428711
	Iteration 23Q: 3 clusters Score -1513156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1513158.875000 Penalty: 4746.428711
	Iteration 24Q: 3 clusters Score -1513159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1513159.750000 Penalty: 4746.428711
	Iteration 25Q: 3 clusters Score -1513160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1513163.500000 Penalty: 4746.428711
	Iteration 26Q: 3 clusters Score -1513164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1513168.750000 Penalty: 4746.428711
	Iteration 27Q: 3 clusters Score -1513169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1513173.375000 Penalty: 4746.428711
	Iteration 28Q: 3 clusters Score -1513173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1513179.875000 Penalty: 4746.428711
	Iteration 29Q: 3 clusters Score -1513180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1513182.000000 Penalty: 4746.428711
	Iteration 30Q: 3 clusters Score -1513182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1513184.375000 Penalty: 4746.428711
	Iteration 31Q: 3 clusters Score -1513184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1513189.250000 Penalty: 4746.428711
	Iteration 32Q: 3 clusters Score -1513189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1513194.250000 Penalty: 4746.428711
	Iteration 33Q: 3 clusters Score -1513194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1513187.375000 Penalty: 4746.428711
	Iteration 34Q: 3 clusters Score -1513187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1513198.750000 Penalty: 4746.428711
	Iteration 35Q: 3 clusters Score -1513199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1513202.000000 Penalty: 4746.428711
	Iteration 36Q: 3 clusters Score -1513202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1513202.625000 Penalty: 4746.428711
	Iteration 37Q: 3 clusters Score -1513203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1513201.500000 Penalty: 4746.428711
	Iteration 38Q: 3 clusters Score -1513202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1513201.875000 Penalty: 4746.428711
	Iteration 39Q: 3 clusters Score -1513202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1513201.125000 Penalty: 4746.428711
	Iteration 40F: 3 clusters Score -1513201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1513206.375000 Penalty: 4746.428711
	Iteration 41Q: 3 clusters Score -1513206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1513205.125000 Penalty: 4746.428711
	Iteration 42Q: 3 clusters Score -1513205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1513208.500000 Penalty: 4746.428711
	Iteration 43Q: 3 clusters Score -1513208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1513212.625000 Penalty: 4746.428711
	Iteration 44Q: 3 clusters Score -1513213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1513213.375000 Penalty: 4746.428711
	Iteration 45Q: 3 clusters Score -1513213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1513221.500000 Penalty: 4746.428711
	Iteration 46Q: 3 clusters Score -1513222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1513231.875000 Penalty: 4746.428711
	Iteration 47Q: 3 clusters Score -1513232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1513233.500000 Penalty: 4746.428711
	Iteration 48Q: 3 clusters Score -1513234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1513237.750000 Penalty: 4746.428711
	Iteration 49Q: 3 clusters Score -1513238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1513243.625000 Penalty: 4746.428711
	Iteration 50Q: 3 clusters Score -1513244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1513244.500000 Penalty: 4746.428711
	Iteration 51Q: 3 clusters Score -1513244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1513246.750000 Penalty: 4746.428711
	Iteration 52Q: 3 clusters Score -1513247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1513248.750000 Penalty: 4746.428711
	Iteration 53Q: 3 clusters Score -1513249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1513251.125000 Penalty: 4746.428711
	Iteration 54Q: 3 clusters Score -1513251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1513253.125000 Penalty: 4746.428711
	Iteration 55Q: 3 clusters Score -1513253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1513258.375000 Penalty: 4746.428711
	Iteration 56Q: 3 clusters Score -1513258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1513257.500000 Penalty: 4746.428711
	Iteration 57Q: 3 clusters Score -1513258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1513258.000000 Penalty: 4746.428711
	Iteration 58Q: 3 clusters Score -1513258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1513263.375000 Penalty: 4746.428711
	Iteration 59Q: 3 clusters Score -1513263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1513266.125000 Penalty: 4746.428711
	Iteration 60F: 3 clusters Score -1513266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1513272.875000 Penalty: 4746.428711
	Iteration 61Q: 3 clusters Score -1513273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1513276.375000 Penalty: 4746.428711
	Iteration 62Q: 3 clusters Score -1513276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1513272.875000 Penalty: 4746.428711
	Iteration 63Q: 3 clusters Score -1513273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1513273.000000 Penalty: 4746.428711
	Iteration 64Q: 3 clusters Score -1513273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1513275.625000 Penalty: 4746.428711
	Iteration 65Q: 3 clusters Score -1513276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1513280.500000 Penalty: 4746.428711
	Iteration 66Q: 3 clusters Score -1513280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1513279.250000 Penalty: 4746.428711
	Iteration 67Q: 3 clusters Score -1513279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1513279.000000 Penalty: 4746.428711
	Iteration 68Q: 3 clusters Score -1513279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1513278.875000 Penalty: 4746.428711
	Iteration 69Q: 3 clusters Score -1513279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1513278.375000 Penalty: 4746.428711
	Iteration 70Q: 3 clusters Score -1513278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1513277.500000 Penalty: 4746.428711
	Iteration 71Q: 3 clusters Score -1513278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1513278.500000 Penalty: 4746.428711
	Iteration 72Q: 3 clusters Score -1513278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1513278.500000 Penalty: 4746.428711
	Iteration 73F: 3 clusters Score -1513278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -46727.128906 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -46727.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45166.207031 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -45166.21 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45317.351562 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -45317.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45377.578125 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -45377.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45403.812500 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -45403.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45418.687500 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -45418.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45425.457031 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -45425.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45428.738281 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -45428.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45429.937500 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -45429.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45429.937500 Penalty: 3089.341309
	Iteration 8F: 3 clusters Score -45429.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (63033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Entering Unmasked Estep 
Score: -6445938.000000 Penalty: 2740.750488
	Iteration 0F: 2 clusters Score -6445938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6403719.000000 Penalty: 5481.500977
	Iteration 0F: 3 clusters Score -6403719 nChanged 29422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -6419998.000000 Penalty: 5481.500977
	Iteration 1F: 3 clusters Score -6419998 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -6420463.500000 Penalty: 5481.500977
	Iteration 2Q: 3 clusters Score -6420464 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -6421024.500000 Penalty: 5481.500977
	Iteration 3Q: 3 clusters Score -6421024 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -6421724.500000 Penalty: 5481.500977
	Iteration 4Q: 3 clusters Score -6421724 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -6422762.000000 Penalty: 5481.500977
	Iteration 5Q: 3 clusters Score -6422762 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -6424531.000000 Penalty: 5481.500977
	Iteration 6F: 3 clusters Score -6424531 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -6427297.500000 Penalty: 5481.500977
	Iteration 7F: 3 clusters Score -6427298 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -6431067.000000 Penalty: 5481.500977
	Iteration 8F: 3 clusters Score -6431067 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -6435054.000000 Penalty: 5481.500977
	Iteration 9F: 3 clusters Score -6435054 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -6438685.000000 Penalty: 5481.500977
	Iteration 10F: 3 clusters Score -6438685 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -6441408.000000 Penalty: 5481.500977
	Iteration 11Q: 3 clusters Score -6441408 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -6442813.500000 Penalty: 5481.500977
	Iteration 12Q: 3 clusters Score -6442814 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -6443239.500000 Penalty: 5481.500977
	Iteration 13Q: 3 clusters Score -6443240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -6443397.000000 Penalty: 5481.500977
	Iteration 14Q: 3 clusters Score -6443397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -6443452.000000 Penalty: 5481.500977
	Iteration 15Q: 3 clusters Score -6443452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -6443490.000000 Penalty: 5481.500977
	Iteration 16Q: 3 clusters Score -6443490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -6443525.500000 Penalty: 5481.500977
	Iteration 17Q: 3 clusters Score -6443526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -6443549.500000 Penalty: 5481.500977
	Iteration 18Q: 3 clusters Score -6443550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -6443554.000000 Penalty: 5481.500977
	Iteration 19Q: 3 clusters Score -6443554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6443562.500000 Penalty: 5481.500977
	Iteration 20F: 3 clusters Score -6443562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -6443567.500000 Penalty: 5481.500977
	Iteration 21Q: 3 clusters Score -6443568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -6443567.500000 Penalty: 5481.500977
	Iteration 22F: 3 clusters Score -6443568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -42944.175781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -42944.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41476.351562 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -41476.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41623.359375 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -41623.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41699.863281 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -41699.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41745.140625 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -41745.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41773.199219 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -41773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41805.085938 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -41805.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41831.093750 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -41831.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41840.503906 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -41840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41845.007812 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -41845.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41846.894531 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -41846.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41851.210938 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -41851.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41852.714844 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -41852.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41852.714844 Penalty: 3046.450439
	Iteration 12F: 3 clusters Score -41852.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 115222 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51204 members 
Mstep: Class 6 contains 3291 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23263 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63571 members 
Mstep: Class 12 contains 240237 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357245 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 333074 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 126230 members 
Mstep: Class 22 contains 53301 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14320 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63033 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415328.000000 Penalty: 98863.570312
Iteration 399Q: 29 clusters Score -1.584153e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 114942 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51257 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23253 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63539 members 
Mstep: Class 12 contains 240324 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357276 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 333176 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 126220 members 
Mstep: Class 22 contains 53297 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14326 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63079 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415184.000000 Penalty: 98863.570312
Iteration 400F: 29 clusters Score -1.584152e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 114650 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51312 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23256 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63515 members 
Mstep: Class 12 contains 240465 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357263 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333268 members 
Mstep: Class 19 contains 9500 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126218 members 
Mstep: Class 22 contains 53289 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63132 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415296.000000 Penalty: 98863.570312
Iteration 401Q: 29 clusters Score -1.584153e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 114366 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51358 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23262 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63500 members 
Mstep: Class 12 contains 240621 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357240 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333348 members 
Mstep: Class 19 contains 9498 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 126202 members 
Mstep: Class 22 contains 53281 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14326 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63194 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415312.000000 Penalty: 98863.570312
Iteration 402Q: 29 clusters Score -1.584153e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 114063 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51391 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23257 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63467 members 
Mstep: Class 12 contains 240792 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 10808 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357272 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333423 members 
Mstep: Class 19 contains 9498 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 126181 members 
Mstep: Class 22 contains 53281 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14314 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63257 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415200.000000 Penalty: 98863.570312
Iteration 403Q: 29 clusters Score -1.584152e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 113756 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51428 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23253 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63435 members 
Mstep: Class 12 contains 240946 members 
Mstep: Class 13 contains 28355 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357320 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333501 members 
Mstep: Class 19 contains 9497 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 126148 members 
Mstep: Class 22 contains 53291 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14308 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63314 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415344.000000 Penalty: 98863.570312
Iteration 404Q: 29 clusters Score -1.584153e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 113491 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51458 members 
Mstep: Class 6 contains 3357 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23256 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63434 members 
Mstep: Class 12 contains 241084 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357361 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333531 members 
Mstep: Class 19 contains 9495 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 126114 members 
Mstep: Class 22 contains 53308 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14309 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63363 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415376.000000 Penalty: 98863.570312
Iteration 405Q: 29 clusters Score -1.584154e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 113225 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51487 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23256 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63408 members 
Mstep: Class 12 contains 241210 members 
Mstep: Class 13 contains 28355 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357405 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333584 members 
Mstep: Class 19 contains 9490 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 126094 members 
Mstep: Class 22 contains 53319 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14307 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63424 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415904.000000 Penalty: 98863.570312
Iteration 406Q: 29 clusters Score -1.584159e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 112946 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51494 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23263 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63396 members 
Mstep: Class 12 contains 241324 members 
Mstep: Class 13 contains 28356 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357486 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333666 members 
Mstep: Class 19 contains 9488 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 126066 members 
Mstep: Class 22 contains 53323 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14296 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63477 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415728.000000 Penalty: 98863.570312
Iteration 407Q: 29 clusters Score -1.584157e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 112657 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51502 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23261 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63359 members 
Mstep: Class 12 contains 241429 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357542 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333809 members 
Mstep: Class 19 contains 9492 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 126046 members 
Mstep: Class 22 contains 53322 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14295 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63527 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415760.000000 Penalty: 98863.570312
Iteration 408Q: 29 clusters Score -1.584158e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 112392 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51518 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23255 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63313 members 
Mstep: Class 12 contains 241550 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357587 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 333956 members 
Mstep: Class 19 contains 9492 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 126017 members 
Mstep: Class 22 contains 53315 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63570 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415760.000000 Penalty: 98863.570312
Iteration 409Q: 29 clusters Score -1.584158e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 112129 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51535 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23245 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63282 members 
Mstep: Class 12 contains 241687 members 
Mstep: Class 13 contains 28360 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357593 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334108 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125996 members 
Mstep: Class 22 contains 53300 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63606 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415584.000000 Penalty: 98863.570312
Iteration 410Q: 29 clusters Score -1.584156e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 111853 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51543 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23239 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63249 members 
Mstep: Class 12 contains 241808 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357645 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334246 members 
Mstep: Class 19 contains 9488 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125963 members 
Mstep: Class 22 contains 53294 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14291 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63650 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415520.000000 Penalty: 98863.570312
Iteration 411Q: 29 clusters Score -1.584155e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 111560 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51565 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23234 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63243 members 
Mstep: Class 12 contains 241916 members 
Mstep: Class 13 contains 28357 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357767 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334301 members 
Mstep: Class 19 contains 9485 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125930 members 
Mstep: Class 22 contains 53306 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14292 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63681 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415216.000000 Penalty: 98863.570312
Iteration 412Q: 29 clusters Score -1.584152e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 111272 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51583 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23234 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63240 members 
Mstep: Class 12 contains 242016 members 
Mstep: Class 13 contains 28357 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357874 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334358 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125913 members 
Mstep: Class 22 contains 53313 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14293 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63705 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414960.000000 Penalty: 98863.570312
Iteration 413Q: 29 clusters Score -1.58415e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 110986 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51607 members 
Mstep: Class 6 contains 3383 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23221 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63236 members 
Mstep: Class 12 contains 242113 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 357989 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334440 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125878 members 
Mstep: Class 22 contains 53315 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14290 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63730 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415168.000000 Penalty: 98863.570312
Iteration 414Q: 29 clusters Score -1.584152e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 110707 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51624 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23221 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63226 members 
Mstep: Class 12 contains 242230 members 
Mstep: Class 13 contains 28364 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 358059 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334543 members 
Mstep: Class 19 contains 9480 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125842 members 
Mstep: Class 22 contains 53322 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14283 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63756 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415024.000000 Penalty: 98863.570312
Iteration 415Q: 29 clusters Score -1.58415e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 110407 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51641 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23216 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63196 members 
Mstep: Class 12 contains 242312 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 358184 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334647 members 
Mstep: Class 19 contains 9480 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125817 members 
Mstep: Class 22 contains 53333 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14280 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63785 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414976.000000 Penalty: 98863.570312
Iteration 416Q: 29 clusters Score -1.58415e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 110102 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51664 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23204 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63182 members 
Mstep: Class 12 contains 242421 members 
Mstep: Class 13 contains 28370 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 358308 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334712 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125789 members 
Mstep: Class 22 contains 53352 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14278 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63810 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414640.000000 Penalty: 98863.570312
Iteration 417Q: 29 clusters Score -1.584146e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 109820 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51676 members 
Mstep: Class 6 contains 3388 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23188 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63144 members 
Mstep: Class 12 contains 242528 members 
Mstep: Class 13 contains 28372 members 
Mstep: Class 14 contains 10804 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 358425 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334809 members 
Mstep: Class 19 contains 9483 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 125750 members 
Mstep: Class 22 contains 53362 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63845 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414528.000000 Penalty: 98863.570312
Iteration 418Q: 29 clusters Score -1.584145e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 109546 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51693 members 
Mstep: Class 6 contains 3388 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23177 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63119 members 
Mstep: Class 12 contains 242590 members 
Mstep: Class 13 contains 28374 members 
Mstep: Class 14 contains 10804 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 358570 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334868 members 
Mstep: Class 19 contains 9491 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125736 members 
Mstep: Class 22 contains 53360 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14268 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63894 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414592.000000 Penalty: 98863.570312
Iteration 419Q: 29 clusters Score -1.584146e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 109286 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51718 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23175 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63089 members 
Mstep: Class 12 contains 242631 members 
Mstep: Class 13 contains 28371 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 358727 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334896 members 
Mstep: Class 19 contains 9487 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125724 members 
Mstep: Class 22 contains 53377 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14263 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63947 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414720.000000 Penalty: 98863.570312
Iteration 420F: 29 clusters Score -1.584147e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 109055 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51757 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23166 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63061 members 
Mstep: Class 12 contains 242672 members 
Mstep: Class 13 contains 28368 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 358819 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 334954 members 
Mstep: Class 19 contains 9492 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125722 members 
Mstep: Class 22 contains 53383 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14254 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 63988 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414656.000000 Penalty: 98863.570312
Iteration 421Q: 29 clusters Score -1.584147e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 108836 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51793 members 
Mstep: Class 6 contains 3395 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23160 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63042 members 
Mstep: Class 12 contains 242688 members 
Mstep: Class 13 contains 28371 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 358924 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335013 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125716 members 
Mstep: Class 22 contains 53389 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64023 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414336.000000 Penalty: 98863.570312
Iteration 422Q: 29 clusters Score -1.584143e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 108596 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51829 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23159 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 63002 members 
Mstep: Class 12 contains 242727 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 359059 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335054 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125712 members 
Mstep: Class 22 contains 53401 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14235 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64064 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414464.000000 Penalty: 98863.570312
Iteration 423Q: 29 clusters Score -1.584145e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 108359 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51875 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23162 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62966 members 
Mstep: Class 12 contains 242759 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 359173 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335089 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125720 members 
Mstep: Class 22 contains 53405 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14224 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64099 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414528.000000 Penalty: 98863.570312
Iteration 424Q: 29 clusters Score -1.584145e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 108095 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51917 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23162 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 242816 members 
Mstep: Class 13 contains 28371 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 359311 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335132 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125716 members 
Mstep: Class 22 contains 53411 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14215 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64131 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414272.000000 Penalty: 98863.570312
Iteration 425Q: 29 clusters Score -1.584143e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 107852 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51949 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23161 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62906 members 
Mstep: Class 12 contains 242861 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 359481 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335135 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125721 members 
Mstep: Class 22 contains 53413 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14205 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64155 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414192.000000 Penalty: 98863.570312
Iteration 426Q: 29 clusters Score -1.584142e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 107638 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51991 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23159 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62879 members 
Mstep: Class 12 contains 242893 members 
Mstep: Class 13 contains 28370 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 359605 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335142 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125738 members 
Mstep: Class 22 contains 53416 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14192 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64187 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414048.000000 Penalty: 98863.570312
Iteration 427Q: 29 clusters Score -1.58414e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 107406 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52020 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23160 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62840 members 
Mstep: Class 12 contains 242940 members 
Mstep: Class 13 contains 28371 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 359708 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335172 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125758 members 
Mstep: Class 22 contains 53423 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64224 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413920.000000 Penalty: 98863.570312
Iteration 428Q: 29 clusters Score -1.584139e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 107182 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52065 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23158 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62798 members 
Mstep: Class 12 contains 242972 members 
Mstep: Class 13 contains 28377 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 359820 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335211 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125759 members 
Mstep: Class 22 contains 53431 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14172 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64268 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413760.000000 Penalty: 98863.570312
Iteration 429Q: 29 clusters Score -1.584138e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 106936 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52103 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23158 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62768 members 
Mstep: Class 12 contains 242994 members 
Mstep: Class 13 contains 28380 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 360003 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335235 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125762 members 
Mstep: Class 22 contains 53419 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14162 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64301 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413536.000000 Penalty: 98863.570312
Iteration 430Q: 29 clusters Score -1.584135e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 106684 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52149 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23155 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62749 members 
Mstep: Class 12 contains 243017 members 
Mstep: Class 13 contains 28377 members 
Mstep: Class 14 contains 10813 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 360152 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335268 members 
Mstep: Class 19 contains 9522 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125785 members 
Mstep: Class 22 contains 53417 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14153 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64326 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413744.000000 Penalty: 98863.570312
Iteration 431Q: 29 clusters Score -1.584137e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 106430 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52199 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23158 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62718 members 
Mstep: Class 12 contains 243035 members 
Mstep: Class 13 contains 28375 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 360319 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335335 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125791 members 
Mstep: Class 22 contains 53415 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14130 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64350 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413760.000000 Penalty: 98863.570312
Iteration 432Q: 29 clusters Score -1.584138e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 106176 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52243 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23160 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62674 members 
Mstep: Class 12 contains 243037 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 360439 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335471 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125801 members 
Mstep: Class 22 contains 53420 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14103 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64374 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413920.000000 Penalty: 98863.570312
Iteration 433Q: 29 clusters Score -1.584139e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 105961 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52309 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23153 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62644 members 
Mstep: Class 12 contains 243054 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 360470 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335592 members 
Mstep: Class 19 contains 9513 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125813 members 
Mstep: Class 22 contains 53426 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14075 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64396 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413744.000000 Penalty: 98863.570312
Iteration 434Q: 29 clusters Score -1.584137e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 105772 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52369 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23153 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62622 members 
Mstep: Class 12 contains 243052 members 
Mstep: Class 13 contains 28368 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 360525 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335677 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125823 members 
Mstep: Class 22 contains 53426 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14056 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64414 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413728.000000 Penalty: 98863.570312
Iteration 435Q: 29 clusters Score -1.584137e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 105596 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52418 members 
Mstep: Class 6 contains 3456 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23160 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62603 members 
Mstep: Class 12 contains 243021 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360625 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335741 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125827 members 
Mstep: Class 22 contains 53426 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14042 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64425 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413520.000000 Penalty: 98863.570312
Iteration 436Q: 29 clusters Score -1.584135e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 105412 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52487 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23163 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62582 members 
Mstep: Class 12 contains 243017 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360665 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335816 members 
Mstep: Class 19 contains 9513 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125839 members 
Mstep: Class 22 contains 53428 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14020 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64438 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413456.000000 Penalty: 98863.570312
Iteration 437Q: 29 clusters Score -1.584135e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 105229 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52537 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23168 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62550 members 
Mstep: Class 12 contains 242999 members 
Mstep: Class 13 contains 28372 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360710 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335903 members 
Mstep: Class 19 contains 9516 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125848 members 
Mstep: Class 22 contains 53439 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14010 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64461 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413392.000000 Penalty: 98863.570312
Iteration 438Q: 29 clusters Score -1.584134e+08 nChanged 1049
Entering ConstructFrom: 
Score: -158413392.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (20614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Entering Unmasked Estep 
Score: -2232206.500000 Penalty: 2463.563965
	Iteration 0F: 2 clusters Score -2232206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2217779.750000 Penalty: 4927.127930
	Iteration 0F: 3 clusters Score -2217780 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2222784.500000 Penalty: 4927.127930
	Iteration 1F: 3 clusters Score -2222784 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2223329.750000 Penalty: 4927.127930
	Iteration 2F: 3 clusters Score -2223330 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2223866.000000 Penalty: 4927.127930
	Iteration 3F: 3 clusters Score -2223866 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2224469.000000 Penalty: 4927.127930
	Iteration 4F: 3 clusters Score -2224469 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2225210.500000 Penalty: 4927.127930
	Iteration 5F: 3 clusters Score -2225210 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2226116.000000 Penalty: 4927.127930
	Iteration 6F: 3 clusters Score -2226116 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2227139.750000 Penalty: 4927.127930
	Iteration 7F: 3 clusters Score -2227140 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2228075.750000 Penalty: 4927.127930
	Iteration 8F: 3 clusters Score -2228076 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2228584.250000 Penalty: 4927.127930
	Iteration 9Q: 3 clusters Score -2228584 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2228847.000000 Penalty: 4927.127930
	Iteration 10Q: 3 clusters Score -2228847 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2228998.750000 Penalty: 4927.127930
	Iteration 11Q: 3 clusters Score -2228999 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2229089.500000 Penalty: 4927.127930
	Iteration 12Q: 3 clusters Score -2229090 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2229166.250000 Penalty: 4927.127930
	Iteration 13Q: 3 clusters Score -2229166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2229224.250000 Penalty: 4927.127930
	Iteration 14Q: 3 clusters Score -2229224 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2229277.250000 Penalty: 4927.127930
	Iteration 15Q: 3 clusters Score -2229277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2229315.500000 Penalty: 4927.127930
	Iteration 16Q: 3 clusters Score -2229316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2229361.250000 Penalty: 4927.127930
	Iteration 17Q: 3 clusters Score -2229361 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2229397.750000 Penalty: 4927.127930
	Iteration 18Q: 3 clusters Score -2229398 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2229438.500000 Penalty: 4927.127930
	Iteration 19Q: 3 clusters Score -2229438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2229472.500000 Penalty: 4927.127930
	Iteration 20F: 3 clusters Score -2229472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2229528.500000 Penalty: 4927.127930
	Iteration 21Q: 3 clusters Score -2229528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2229570.500000 Penalty: 4927.127930
	Iteration 22Q: 3 clusters Score -2229570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2229603.250000 Penalty: 4927.127930
	Iteration 23Q: 3 clusters Score -2229603 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2229648.750000 Penalty: 4927.127930
	Iteration 24Q: 3 clusters Score -2229649 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2229684.250000 Penalty: 4927.127930
	Iteration 25Q: 3 clusters Score -2229684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2229723.500000 Penalty: 4927.127930
	Iteration 26Q: 3 clusters Score -2229724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2229773.000000 Penalty: 4927.127930
	Iteration 27Q: 3 clusters Score -2229773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2229816.750000 Penalty: 4927.127930
	Iteration 28Q: 3 clusters Score -2229817 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2229871.000000 Penalty: 4927.127930
	Iteration 29Q: 3 clusters Score -2229871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2229924.750000 Penalty: 4927.127930
	Iteration 30Q: 3 clusters Score -2229925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2229958.500000 Penalty: 4927.127930
	Iteration 31Q: 3 clusters Score -2229958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2229993.250000 Penalty: 4927.127930
	Iteration 32Q: 3 clusters Score -2229993 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2230027.250000 Penalty: 4927.127930
	Iteration 33Q: 3 clusters Score -2230027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2230054.500000 Penalty: 4927.127930
	Iteration 34Q: 3 clusters Score -2230054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2230088.500000 Penalty: 4927.127930
	Iteration 35Q: 3 clusters Score -2230088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2230101.500000 Penalty: 4927.127930
	Iteration 36Q: 3 clusters Score -2230102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2230120.000000 Penalty: 4927.127930
	Iteration 37Q: 3 clusters Score -2230120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2230136.250000 Penalty: 4927.127930
	Iteration 38Q: 3 clusters Score -2230136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2230153.250000 Penalty: 4927.127930
	Iteration 39Q: 3 clusters Score -2230153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2230155.250000 Penalty: 4927.127930
	Iteration 40F: 3 clusters Score -2230155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2230156.000000 Penalty: 4927.127930
	Iteration 41Q: 3 clusters Score -2230156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2230161.000000 Penalty: 4927.127930
	Iteration 42Q: 3 clusters Score -2230161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2230174.250000 Penalty: 4927.127930
	Iteration 43Q: 3 clusters Score -2230174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2230180.000000 Penalty: 4927.127930
	Iteration 44Q: 3 clusters Score -2230180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2230189.000000 Penalty: 4927.127930
	Iteration 45Q: 3 clusters Score -2230189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2230198.750000 Penalty: 4927.127930
	Iteration 46Q: 3 clusters Score -2230199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2230200.750000 Penalty: 4927.127930
	Iteration 47Q: 3 clusters Score -2230201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2230201.500000 Penalty: 4927.127930
	Iteration 48Q: 3 clusters Score -2230202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2230211.250000 Penalty: 4927.127930
	Iteration 49Q: 3 clusters Score -2230211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2230213.500000 Penalty: 4927.127930
	Iteration 50Q: 3 clusters Score -2230214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2230213.750000 Penalty: 4927.127930
	Iteration 51Q: 3 clusters Score -2230214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2230218.500000 Penalty: 4927.127930
	Iteration 52Q: 3 clusters Score -2230218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2230214.250000 Penalty: 4927.127930
	Iteration 53Q: 3 clusters Score -2230214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2230217.250000 Penalty: 4927.127930
	Iteration 54Q: 3 clusters Score -2230217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2230219.750000 Penalty: 4927.127930
	Iteration 55Q: 3 clusters Score -2230220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2230222.000000 Penalty: 4927.127930
	Iteration 56Q: 3 clusters Score -2230222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2230222.750000 Penalty: 4927.127930
	Iteration 57Q: 3 clusters Score -2230223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2230221.500000 Penalty: 4927.127930
	Iteration 58Q: 3 clusters Score -2230222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2230225.500000 Penalty: 4927.127930
	Iteration 59Q: 3 clusters Score -2230226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2230225.500000 Penalty: 4927.127930
	Iteration 60F: 3 clusters Score -2230226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -105306.367188 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -105306.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103266.507812 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -103266.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103572.539062 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -103572.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103651.421875 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -103651.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103708.289062 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -103708.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103744.882812 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -103744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103768.078125 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -103768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103786.054688 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -103786.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103793.414062 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -103793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103796.914062 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -103796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103802.632812 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -103802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103804.890625 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -103804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103805.343750 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -103805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103806.726562 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -103806.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103806.726562 Penalty: 3470.354004
	Iteration 13F: 3 clusters Score -103806.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105056 members 
Entering Unmasked Estep 
Score: -11286916.000000 Penalty: 2867.437744
	Iteration 0F: 2 clusters Score -1.128692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -11216357.000000 Penalty: 5734.875488
	Iteration 0F: 3 clusters Score -1.121636e+07 nChanged 49967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -11245207.000000 Penalty: 5734.875488
	Iteration 1F: 3 clusters Score -1.124521e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -11246173.000000 Penalty: 5734.875488
	Iteration 2Q: 3 clusters Score -1.124617e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -11247310.000000 Penalty: 5734.875488
	Iteration 3Q: 3 clusters Score -1.124731e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -11248758.000000 Penalty: 5734.875488
	Iteration 4Q: 3 clusters Score -1.124876e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -11250671.000000 Penalty: 5734.875488
	Iteration 5Q: 3 clusters Score -1.125067e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -11253623.000000 Penalty: 5734.875488
	Iteration 6F: 3 clusters Score -1.125362e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -11258101.000000 Penalty: 5734.875488
	Iteration 7F: 3 clusters Score -1.12581e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -11263877.000000 Penalty: 5734.875488
	Iteration 8F: 3 clusters Score -1.126388e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -11268949.000000 Penalty: 5734.875488
	Iteration 9F: 3 clusters Score -1.126895e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -11271460.000000 Penalty: 5734.875488
	Iteration 10F: 3 clusters Score -1.127146e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -11272306.000000 Penalty: 5734.875488
	Iteration 11Q: 3 clusters Score -1.127231e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -11272851.000000 Penalty: 5734.875488
	Iteration 12Q: 3 clusters Score -1.127285e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -11273282.000000 Penalty: 5734.875488
	Iteration 13Q: 3 clusters Score -1.127328e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -11273709.000000 Penalty: 5734.875488
	Iteration 14Q: 3 clusters Score -1.127371e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -11274145.000000 Penalty: 5734.875488
	Iteration 15Q: 3 clusters Score -1.127414e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -11274493.000000 Penalty: 5734.875488
	Iteration 16Q: 3 clusters Score -1.127449e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -11275030.000000 Penalty: 5734.875488
	Iteration 17Q: 3 clusters Score -1.127503e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -11275427.000000 Penalty: 5734.875488
	Iteration 18Q: 3 clusters Score -1.127543e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -11275870.000000 Penalty: 5734.875488
	Iteration 19Q: 3 clusters Score -1.127587e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -11276317.000000 Penalty: 5734.875488
	Iteration 20F: 3 clusters Score -1.127632e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -11276817.000000 Penalty: 5734.875488
	Iteration 21Q: 3 clusters Score -1.127682e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -11277224.000000 Penalty: 5734.875488
	Iteration 22Q: 3 clusters Score -1.127722e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -11277579.000000 Penalty: 5734.875488
	Iteration 23Q: 3 clusters Score -1.127758e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -11278047.000000 Penalty: 5734.875488
	Iteration 24Q: 3 clusters Score -1.127805e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -11278404.000000 Penalty: 5734.875488
	Iteration 25Q: 3 clusters Score -1.12784e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -11278818.000000 Penalty: 5734.875488
	Iteration 26Q: 3 clusters Score -1.127882e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83220 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -11279190.000000 Penalty: 5734.875488
	Iteration 27Q: 3 clusters Score -1.127919e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -11279520.000000 Penalty: 5734.875488
	Iteration 28Q: 3 clusters Score -1.127952e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -11279817.000000 Penalty: 5734.875488
	Iteration 29Q: 3 clusters Score -1.127982e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -11280249.000000 Penalty: 5734.875488
	Iteration 30Q: 3 clusters Score -1.128025e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -11280649.000000 Penalty: 5734.875488
	Iteration 31Q: 3 clusters Score -1.128065e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -11281013.000000 Penalty: 5734.875488
	Iteration 32Q: 3 clusters Score -1.128101e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -11281240.000000 Penalty: 5734.875488
	Iteration 33Q: 3 clusters Score -1.128124e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -11281580.000000 Penalty: 5734.875488
	Iteration 34Q: 3 clusters Score -1.128158e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -11281942.000000 Penalty: 5734.875488
	Iteration 35Q: 3 clusters Score -1.128194e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -11282202.000000 Penalty: 5734.875488
	Iteration 36Q: 3 clusters Score -1.12822e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -11282456.000000 Penalty: 5734.875488
	Iteration 37Q: 3 clusters Score -1.128246e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -11282712.000000 Penalty: 5734.875488
	Iteration 38Q: 3 clusters Score -1.128271e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -11282990.000000 Penalty: 5734.875488
	Iteration 39Q: 3 clusters Score -1.128299e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -11283293.000000 Penalty: 5734.875488
	Iteration 40F: 3 clusters Score -1.128329e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -11283578.000000 Penalty: 5734.875488
	Iteration 41Q: 3 clusters Score -1.128358e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -11283766.000000 Penalty: 5734.875488
	Iteration 42Q: 3 clusters Score -1.128377e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -11283869.000000 Penalty: 5734.875488
	Iteration 43Q: 3 clusters Score -1.128387e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -11283996.000000 Penalty: 5734.875488
	Iteration 44Q: 3 clusters Score -1.1284e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -11284074.000000 Penalty: 5734.875488
	Iteration 45Q: 3 clusters Score -1.128407e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99655 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -11284168.000000 Penalty: 5734.875488
	Iteration 46Q: 3 clusters Score -1.128417e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -11284272.000000 Penalty: 5734.875488
	Iteration 47Q: 3 clusters Score -1.128427e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -11284368.000000 Penalty: 5734.875488
	Iteration 48Q: 3 clusters Score -1.128437e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -11284444.000000 Penalty: 5734.875488
	Iteration 49Q: 3 clusters Score -1.128444e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -11284486.000000 Penalty: 5734.875488
	Iteration 50Q: 3 clusters Score -1.128449e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -11284534.000000 Penalty: 5734.875488
	Iteration 51Q: 3 clusters Score -1.128453e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -11284560.000000 Penalty: 5734.875488
	Iteration 52Q: 3 clusters Score -1.128456e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -11284576.000000 Penalty: 5734.875488
	Iteration 53Q: 3 clusters Score -1.128458e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -11284604.000000 Penalty: 5734.875488
	Iteration 54Q: 3 clusters Score -1.12846e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -11284649.000000 Penalty: 5734.875488
	Iteration 55Q: 3 clusters Score -1.128465e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -11284671.000000 Penalty: 5734.875488
	Iteration 56Q: 3 clusters Score -1.128467e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -11284712.000000 Penalty: 5734.875488
	Iteration 57Q: 3 clusters Score -1.128471e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -11284718.000000 Penalty: 5734.875488
	Iteration 58Q: 3 clusters Score -1.128472e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11284747.000000 Penalty: 5734.875488
	Iteration 59Q: 3 clusters Score -1.128475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11284752.000000 Penalty: 5734.875488
	Iteration 60F: 3 clusters Score -1.128475e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -11284748.000000 Penalty: 5734.875488
	Iteration 61Q: 3 clusters Score -1.128475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -11284776.000000 Penalty: 5734.875488
	Iteration 62Q: 3 clusters Score -1.128478e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -11284771.000000 Penalty: 5734.875488
	Iteration 63Q: 3 clusters Score -1.128477e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11284785.000000 Penalty: 5734.875488
	Iteration 64Q: 3 clusters Score -1.128478e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11284803.000000 Penalty: 5734.875488
	Iteration 65Q: 3 clusters Score -1.12848e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -11284842.000000 Penalty: 5734.875488
	Iteration 66Q: 3 clusters Score -1.128484e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11284845.000000 Penalty: 5734.875488
	Iteration 67Q: 3 clusters Score -1.128484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -11284840.000000 Penalty: 5734.875488
	Iteration 68Q: 3 clusters Score -1.128484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -11284866.000000 Penalty: 5734.875488
	Iteration 69Q: 3 clusters Score -1.128487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11284848.000000 Penalty: 5734.875488
	Iteration 70Q: 3 clusters Score -1.128485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11284866.000000 Penalty: 5734.875488
	Iteration 71Q: 3 clusters Score -1.128487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -11284856.000000 Penalty: 5734.875488
	Iteration 72Q: 3 clusters Score -1.128486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -11284860.000000 Penalty: 5734.875488
	Iteration 73Q: 3 clusters Score -1.128486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -11284848.000000 Penalty: 5734.875488
	Iteration 74Q: 3 clusters Score -1.128485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -11284875.000000 Penalty: 5734.875488
	Iteration 75Q: 3 clusters Score -1.128488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -11284896.000000 Penalty: 5734.875488
	Iteration 76Q: 3 clusters Score -1.12849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -11284891.000000 Penalty: 5734.875488
	Iteration 77Q: 3 clusters Score -1.128489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11284887.000000 Penalty: 5734.875488
	Iteration 78Q: 3 clusters Score -1.128489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -11284881.000000 Penalty: 5734.875488
	Iteration 79Q: 3 clusters Score -1.128488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -11284881.000000 Penalty: 5734.875488
	Iteration 80F: 3 clusters Score -1.128488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11284874.000000 Penalty: 5734.875488
	Iteration 81Q: 3 clusters Score -1.128487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11284878.000000 Penalty: 5734.875488
	Iteration 82Q: 3 clusters Score -1.128488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11284879.000000 Penalty: 5734.875488
	Iteration 83Q: 3 clusters Score -1.128488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -11284892.000000 Penalty: 5734.875488
	Iteration 84Q: 3 clusters Score -1.128489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -11284896.000000 Penalty: 5734.875488
	Iteration 85Q: 3 clusters Score -1.12849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11284897.000000 Penalty: 5734.875488
	Iteration 86Q: 3 clusters Score -1.12849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11284896.000000 Penalty: 5734.875488
	Iteration 87Q: 3 clusters Score -1.12849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11284909.000000 Penalty: 5734.875488
	Iteration 88Q: 3 clusters Score -1.128491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11284915.000000 Penalty: 5734.875488
	Iteration 89Q: 3 clusters Score -1.128492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -11284919.000000 Penalty: 5734.875488
	Iteration 90Q: 3 clusters Score -1.128492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -11284920.000000 Penalty: 5734.875488
	Iteration 91Q: 3 clusters Score -1.128492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11284912.000000 Penalty: 5734.875488
	Iteration 92Q: 3 clusters Score -1.128491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11284902.000000 Penalty: 5734.875488
	Iteration 93Q: 3 clusters Score -1.12849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11284906.000000 Penalty: 5734.875488
	Iteration 94Q: 3 clusters Score -1.128491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11284912.000000 Penalty: 5734.875488
	Iteration 95Q: 3 clusters Score -1.128491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11284912.000000 Penalty: 5734.875488
	Iteration 96F: 3 clusters Score -1.128491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -18210.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -18210.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17022.744141 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -17022.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17067.179688 Penalty: 2675.239258
	Iteration 1Q: 3 clusters Score -17067.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17080.404297 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -17080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17105.947266 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -17105.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17130.199219 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -17130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17134.556641 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -17134.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17134.556641 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -17134.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Entering Unmasked Estep 
Score: -5678858.000000 Penalty: 2695.862793
	Iteration 0F: 2 clusters Score -5678858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5643490.000000 Penalty: 5391.725586
	Iteration 0F: 3 clusters Score -5643490 nChanged 24275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5657273.500000 Penalty: 5391.725586
	Iteration 1F: 3 clusters Score -5657274 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5658321.500000 Penalty: 5391.725586
	Iteration 2Q: 3 clusters Score -5658322 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5659526.000000 Penalty: 5391.725586
	Iteration 3Q: 3 clusters Score -5659526 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5660925.500000 Penalty: 5391.725586
	Iteration 4F: 3 clusters Score -5660926 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -5662766.000000 Penalty: 5391.725586
	Iteration 5F: 3 clusters Score -5662766 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5665138.000000 Penalty: 5391.725586
	Iteration 6F: 3 clusters Score -5665138 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5668115.000000 Penalty: 5391.725586
	Iteration 7F: 3 clusters Score -5668115 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -5671063.000000 Penalty: 5391.725586
	Iteration 8F: 3 clusters Score -5671063 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5672809.000000 Penalty: 5391.725586
	Iteration 9Q: 3 clusters Score -5672809 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5673478.500000 Penalty: 5391.725586
	Iteration 10Q: 3 clusters Score -5673478 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5673746.500000 Penalty: 5391.725586
	Iteration 11Q: 3 clusters Score -5673746 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5674003.500000 Penalty: 5391.725586
	Iteration 12Q: 3 clusters Score -5674004 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5674203.500000 Penalty: 5391.725586
	Iteration 13Q: 3 clusters Score -5674204 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5674352.500000 Penalty: 5391.725586
	Iteration 14Q: 3 clusters Score -5674352 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -5674452.500000 Penalty: 5391.725586
	Iteration 15Q: 3 clusters Score -5674452 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5674638.500000 Penalty: 5391.725586
	Iteration 16Q: 3 clusters Score -5674638 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -5674774.500000 Penalty: 5391.725586
	Iteration 17Q: 3 clusters Score -5674774 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5674916.000000 Penalty: 5391.725586
	Iteration 18Q: 3 clusters Score -5674916 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5675053.000000 Penalty: 5391.725586
	Iteration 19Q: 3 clusters Score -5675053 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -5675218.000000 Penalty: 5391.725586
	Iteration 20F: 3 clusters Score -5675218 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -5675376.000000 Penalty: 5391.725586
	Iteration 21Q: 3 clusters Score -5675376 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -5675530.000000 Penalty: 5391.725586
	Iteration 22Q: 3 clusters Score -5675530 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -5675670.500000 Penalty: 5391.725586
	Iteration 23Q: 3 clusters Score -5675670 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -5675773.500000 Penalty: 5391.725586
	Iteration 24Q: 3 clusters Score -5675774 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5675874.500000 Penalty: 5391.725586
	Iteration 25Q: 3 clusters Score -5675874 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5676000.000000 Penalty: 5391.725586
	Iteration 26Q: 3 clusters Score -5676000 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -5676100.500000 Penalty: 5391.725586
	Iteration 27Q: 3 clusters Score -5676100 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -5676196.500000 Penalty: 5391.725586
	Iteration 28Q: 3 clusters Score -5676196 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5676288.500000 Penalty: 5391.725586
	Iteration 29Q: 3 clusters Score -5676288 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5676363.000000 Penalty: 5391.725586
	Iteration 30Q: 3 clusters Score -5676363 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5676412.000000 Penalty: 5391.725586
	Iteration 31Q: 3 clusters Score -5676412 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -5676490.000000 Penalty: 5391.725586
	Iteration 32Q: 3 clusters Score -5676490 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5676601.500000 Penalty: 5391.725586
	Iteration 33Q: 3 clusters Score -5676602 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5676670.500000 Penalty: 5391.725586
	Iteration 34Q: 3 clusters Score -5676670 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5676721.000000 Penalty: 5391.725586
	Iteration 35Q: 3 clusters Score -5676721 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5676770.000000 Penalty: 5391.725586
	Iteration 36Q: 3 clusters Score -5676770 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5676824.500000 Penalty: 5391.725586
	Iteration 37Q: 3 clusters Score -5676824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5676875.000000 Penalty: 5391.725586
	Iteration 38Q: 3 clusters Score -5676875 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5676923.500000 Penalty: 5391.725586
	Iteration 39Q: 3 clusters Score -5676924 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5676944.000000 Penalty: 5391.725586
	Iteration 40F: 3 clusters Score -5676944 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5676993.000000 Penalty: 5391.725586
	Iteration 41Q: 3 clusters Score -5676993 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5677032.000000 Penalty: 5391.725586
	Iteration 42Q: 3 clusters Score -5677032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5677059.500000 Penalty: 5391.725586
	Iteration 43Q: 3 clusters Score -5677060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5677112.000000 Penalty: 5391.725586
	Iteration 44Q: 3 clusters Score -5677112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5677117.500000 Penalty: 5391.725586
	Iteration 45Q: 3 clusters Score -5677118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5677150.500000 Penalty: 5391.725586
	Iteration 46Q: 3 clusters Score -5677150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5677169.000000 Penalty: 5391.725586
	Iteration 47Q: 3 clusters Score -5677169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5677172.500000 Penalty: 5391.725586
	Iteration 48Q: 3 clusters Score -5677172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5677185.000000 Penalty: 5391.725586
	Iteration 49Q: 3 clusters Score -5677185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5677190.500000 Penalty: 5391.725586
	Iteration 50Q: 3 clusters Score -5677190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5677198.500000 Penalty: 5391.725586
	Iteration 51Q: 3 clusters Score -5677198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5677205.000000 Penalty: 5391.725586
	Iteration 52Q: 3 clusters Score -5677205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5677216.000000 Penalty: 5391.725586
	Iteration 53Q: 3 clusters Score -5677216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5677227.000000 Penalty: 5391.725586
	Iteration 54Q: 3 clusters Score -5677227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5677216.500000 Penalty: 5391.725586
	Iteration 55Q: 3 clusters Score -5677216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5677222.500000 Penalty: 5391.725586
	Iteration 56Q: 3 clusters Score -5677222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5677240.000000 Penalty: 5391.725586
	Iteration 57Q: 3 clusters Score -5677240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5677243.500000 Penalty: 5391.725586
	Iteration 58Q: 3 clusters Score -5677244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5677250.000000 Penalty: 5391.725586
	Iteration 59Q: 3 clusters Score -5677250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5677250.000000 Penalty: 5391.725586
	Iteration 60F: 3 clusters Score -5677250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5677249.500000 Penalty: 5391.725586
	Iteration 61Q: 3 clusters Score -5677250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5677251.500000 Penalty: 5391.725586
	Iteration 62Q: 3 clusters Score -5677252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5677246.500000 Penalty: 5391.725586
	Iteration 63Q: 3 clusters Score -5677246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5677249.500000 Penalty: 5391.725586
	Iteration 64Q: 3 clusters Score -5677250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5677250.500000 Penalty: 5391.725586
	Iteration 65Q: 3 clusters Score -5677250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5677251.000000 Penalty: 5391.725586
	Iteration 66Q: 3 clusters Score -5677251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5677252.500000 Penalty: 5391.725586
	Iteration 67Q: 3 clusters Score -5677252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5677251.500000 Penalty: 5391.725586
	Iteration 68Q: 3 clusters Score -5677252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5677260.000000 Penalty: 5391.725586
	Iteration 69Q: 3 clusters Score -5677260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5677261.500000 Penalty: 5391.725586
	Iteration 70Q: 3 clusters Score -5677262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5677259.500000 Penalty: 5391.725586
	Iteration 71Q: 3 clusters Score -5677260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5677257.000000 Penalty: 5391.725586
	Iteration 72Q: 3 clusters Score -5677257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5677247.500000 Penalty: 5391.725586
	Iteration 73Q: 3 clusters Score -5677248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5677261.500000 Penalty: 5391.725586
	Iteration 74Q: 3 clusters Score -5677262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5677259.500000 Penalty: 5391.725586
	Iteration 75Q: 3 clusters Score -5677260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5677260.000000 Penalty: 5391.725586
	Iteration 76Q: 3 clusters Score -5677260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5677258.000000 Penalty: 5391.725586
	Iteration 77Q: 3 clusters Score -5677258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5677266.000000 Penalty: 5391.725586
	Iteration 78Q: 3 clusters Score -5677266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5677270.000000 Penalty: 5391.725586
	Iteration 79Q: 3 clusters Score -5677270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5677268.500000 Penalty: 5391.725586
	Iteration 80F: 3 clusters Score -5677268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5677266.000000 Penalty: 5391.725586
	Iteration 81Q: 3 clusters Score -5677266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5677273.500000 Penalty: 5391.725586
	Iteration 82Q: 3 clusters Score -5677274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5677275.500000 Penalty: 5391.725586
	Iteration 83Q: 3 clusters Score -5677276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5677269.000000 Penalty: 5391.725586
	Iteration 84Q: 3 clusters Score -5677269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5677269.000000 Penalty: 5391.725586
	Iteration 85F: 3 clusters Score -5677269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -345401.718750 Penalty: 2022.743408
	Iteration 0F: 2 clusters Score -345401.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -341845.875000 Penalty: 4045.486816
	Iteration 0F: 3 clusters Score -341845.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -342581.343750 Penalty: 4045.486816
	Iteration 1F: 3 clusters Score -342581.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -342751.468750 Penalty: 4045.486816
	Iteration 2F: 3 clusters Score -342751.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -342832.625000 Penalty: 4045.486816
	Iteration 3Q: 3 clusters Score -342832.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -342911.562500 Penalty: 4045.486816
	Iteration 4Q: 3 clusters Score -342911.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -342986.218750 Penalty: 4045.486816
	Iteration 5Q: 3 clusters Score -342986.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -343046.687500 Penalty: 4045.486816
	Iteration 6Q: 3 clusters Score -343046.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -343090.156250 Penalty: 4045.486816
	Iteration 7Q: 3 clusters Score -343090.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343120.437500 Penalty: 4045.486816
	Iteration 8Q: 3 clusters Score -343120.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -343146.062500 Penalty: 4045.486816
	Iteration 9Q: 3 clusters Score -343146.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -343167.156250 Penalty: 4045.486816
	Iteration 10Q: 3 clusters Score -343167.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -343184.625000 Penalty: 4045.486816
	Iteration 11Q: 3 clusters Score -343184.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -343202.406250 Penalty: 4045.486816
	Iteration 12Q: 3 clusters Score -343202.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -343220.687500 Penalty: 4045.486816
	Iteration 13Q: 3 clusters Score -343220.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -343235.250000 Penalty: 4045.486816
	Iteration 14Q: 3 clusters Score -343235.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -343247.906250 Penalty: 4045.486816
	Iteration 15Q: 3 clusters Score -343247.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -343263.812500 Penalty: 4045.486816
	Iteration 16Q: 3 clusters Score -343263.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -343279.218750 Penalty: 4045.486816
	Iteration 17Q: 3 clusters Score -343279.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -343291.687500 Penalty: 4045.486816
	Iteration 18Q: 3 clusters Score -343291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -343302.375000 Penalty: 4045.486816
	Iteration 19Q: 3 clusters Score -343302.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -343315.562500 Penalty: 4045.486816
	Iteration 20F: 3 clusters Score -343315.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -343328.187500 Penalty: 4045.486816
	Iteration 21Q: 3 clusters Score -343328.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -343341.218750 Penalty: 4045.486816
	Iteration 22Q: 3 clusters Score -343341.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -343352.718750 Penalty: 4045.486816
	Iteration 23Q: 3 clusters Score -343352.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -343367.562500 Penalty: 4045.486816
	Iteration 24Q: 3 clusters Score -343367.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -343381.875000 Penalty: 4045.486816
	Iteration 25Q: 3 clusters Score -343381.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -343395.125000 Penalty: 4045.486816
	Iteration 26Q: 3 clusters Score -343395.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -343406.843750 Penalty: 4045.486816
	Iteration 27Q: 3 clusters Score -343406.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -343416.031250 Penalty: 4045.486816
	Iteration 28Q: 3 clusters Score -343416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -343425.312500 Penalty: 4045.486816
	Iteration 29Q: 3 clusters Score -343425.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -343439.875000 Penalty: 4045.486816
	Iteration 30Q: 3 clusters Score -343439.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -343463.781250 Penalty: 4045.486816
	Iteration 31Q: 3 clusters Score -343463.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -343483.406250 Penalty: 4045.486816
	Iteration 32Q: 3 clusters Score -343483.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -343501.531250 Penalty: 4045.486816
	Iteration 33Q: 3 clusters Score -343501.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -343522.093750 Penalty: 4045.486816
	Iteration 34Q: 3 clusters Score -343522.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -343544.156250 Penalty: 4045.486816
	Iteration 35Q: 3 clusters Score -343544.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -343566.968750 Penalty: 4045.486816
	Iteration 36Q: 3 clusters Score -343567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -343580.312500 Penalty: 4045.486816
	Iteration 37Q: 3 clusters Score -343580.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -343593.718750 Penalty: 4045.486816
	Iteration 38Q: 3 clusters Score -343593.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -343610.187500 Penalty: 4045.486816
	Iteration 39Q: 3 clusters Score -343610.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -343624.031250 Penalty: 4045.486816
	Iteration 40F: 3 clusters Score -343624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -343639.500000 Penalty: 4045.486816
	Iteration 41Q: 3 clusters Score -343639.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -343656.812500 Penalty: 4045.486816
	Iteration 42Q: 3 clusters Score -343656.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -343671.437500 Penalty: 4045.486816
	Iteration 43Q: 3 clusters Score -343671.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -343688.250000 Penalty: 4045.486816
	Iteration 44Q: 3 clusters Score -343688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -343703.281250 Penalty: 4045.486816
	Iteration 45Q: 3 clusters Score -343703.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -343711.218750 Penalty: 4045.486816
	Iteration 46Q: 3 clusters Score -343711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -343722.562500 Penalty: 4045.486816
	Iteration 47Q: 3 clusters Score -343722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -343729.937500 Penalty: 4045.486816
	Iteration 48Q: 3 clusters Score -343729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -343735.656250 Penalty: 4045.486816
	Iteration 49Q: 3 clusters Score -343735.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -343747.812500 Penalty: 4045.486816
	Iteration 50Q: 3 clusters Score -343747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -343754.500000 Penalty: 4045.486816
	Iteration 51Q: 3 clusters Score -343754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -343761.312500 Penalty: 4045.486816
	Iteration 52Q: 3 clusters Score -343761.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -343770.843750 Penalty: 4045.486816
	Iteration 53Q: 3 clusters Score -343770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -343775.500000 Penalty: 4045.486816
	Iteration 54Q: 3 clusters Score -343775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -343779.312500 Penalty: 4045.486816
	Iteration 55Q: 3 clusters Score -343779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -343781.500000 Penalty: 4045.486816
	Iteration 56Q: 3 clusters Score -343781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -343782.031250 Penalty: 4045.486816
	Iteration 57Q: 3 clusters Score -343782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -343782.031250 Penalty: 4045.486816
	Iteration 58F: 3 clusters Score -343782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -231312.062500 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -231312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -228569.796875 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -228569.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229090.406250 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -229090.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -229292.656250 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -229292.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -229423.750000 Penalty: 3829.128906
	Iteration 3Q: 3 clusters Score -229423.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -229537.671875 Penalty: 3829.128906
	Iteration 4Q: 3 clusters Score -229537.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -229620.562500 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -229620.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -229680.250000 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -229680.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229722.515625 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -229722.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229757.421875 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -229757.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -229784.531250 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -229784.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229808.968750 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -229809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229840.250000 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -229840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -229866.859375 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -229866.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -229889.765625 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -229889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -229904.781250 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -229904.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -229924.812500 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -229924.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -229941.890625 Penalty: 3829.128906
	Iteration 16Q: 3 clusters Score -229941.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -229962.109375 Penalty: 3829.128906
	Iteration 17Q: 3 clusters Score -229962.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -229975.937500 Penalty: 3829.128906
	Iteration 18Q: 3 clusters Score -229975.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -229986.031250 Penalty: 3829.128906
	Iteration 19Q: 3 clusters Score -229986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -229994.250000 Penalty: 3829.128906
	Iteration 20F: 3 clusters Score -229994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -229999.203125 Penalty: 3829.128906
	Iteration 21Q: 3 clusters Score -229999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -230003.406250 Penalty: 3829.128906
	Iteration 22Q: 3 clusters Score -230003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -230009.343750 Penalty: 3829.128906
	Iteration 23Q: 3 clusters Score -230009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -230011.812500 Penalty: 3829.128906
	Iteration 24Q: 3 clusters Score -230011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -230013.312500 Penalty: 3829.128906
	Iteration 25Q: 3 clusters Score -230013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -230016.671875 Penalty: 3829.128906
	Iteration 26Q: 3 clusters Score -230016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -230020.468750 Penalty: 3829.128906
	Iteration 27Q: 3 clusters Score -230020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -230024.484375 Penalty: 3829.128906
	Iteration 28Q: 3 clusters Score -230024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -230030.218750 Penalty: 3829.128906
	Iteration 29Q: 3 clusters Score -230030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -230032.250000 Penalty: 3829.128906
	Iteration 30Q: 3 clusters Score -230032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -230033.125000 Penalty: 3829.128906
	Iteration 31Q: 3 clusters Score -230033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -230034.078125 Penalty: 3829.128906
	Iteration 32Q: 3 clusters Score -230034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -230034.500000 Penalty: 3829.128906
	Iteration 33Q: 3 clusters Score -230034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -230035.156250 Penalty: 3829.128906
	Iteration 34Q: 3 clusters Score -230035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -230035.953125 Penalty: 3829.128906
	Iteration 35Q: 3 clusters Score -230036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -230036.406250 Penalty: 3829.128906
	Iteration 36Q: 3 clusters Score -230036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -230038.187500 Penalty: 3829.128906
	Iteration 37Q: 3 clusters Score -230038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -230039.546875 Penalty: 3829.128906
	Iteration 38Q: 3 clusters Score -230039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -230040.671875 Penalty: 3829.128906
	Iteration 39Q: 3 clusters Score -230040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -230040.671875 Penalty: 3829.128906
	Iteration 40F: 3 clusters Score -230040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24570.359375 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24570.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24672.257812 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24672.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24698.019531 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24698.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24701.667969 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24701.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24701.667969 Penalty: 2865.715576
	Iteration 4F: 3 clusters Score -24701.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Entering Unmasked Estep 
Score: -2506911.000000 Penalty: 2492.541504
	Iteration 0F: 2 clusters Score -2506911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2490807.500000 Penalty: 4985.083008
	Iteration 0F: 3 clusters Score -2490808 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2496430.000000 Penalty: 4985.083008
	Iteration 1F: 3 clusters Score -2496430 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2496908.750000 Penalty: 4985.083008
	Iteration 2F: 3 clusters Score -2496909 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2497399.000000 Penalty: 4985.083008
	Iteration 3Q: 3 clusters Score -2497399 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2497887.250000 Penalty: 4985.083008
	Iteration 4Q: 3 clusters Score -2497887 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2498371.750000 Penalty: 4985.083008
	Iteration 5Q: 3 clusters Score -2498372 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2498890.500000 Penalty: 4985.083008
	Iteration 6Q: 3 clusters Score -2498890 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2499443.000000 Penalty: 4985.083008
	Iteration 7Q: 3 clusters Score -2499443 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2500031.750000 Penalty: 4985.083008
	Iteration 8Q: 3 clusters Score -2500032 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2500595.250000 Penalty: 4985.083008
	Iteration 9Q: 3 clusters Score -2500595 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2501143.750000 Penalty: 4985.083008
	Iteration 10Q: 3 clusters Score -2501144 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2501633.750000 Penalty: 4985.083008
	Iteration 11Q: 3 clusters Score -2501634 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2502004.750000 Penalty: 4985.083008
	Iteration 12Q: 3 clusters Score -2502005 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2502285.250000 Penalty: 4985.083008
	Iteration 13Q: 3 clusters Score -2502285 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2502451.750000 Penalty: 4985.083008
	Iteration 14Q: 3 clusters Score -2502452 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2502530.250000 Penalty: 4985.083008
	Iteration 15Q: 3 clusters Score -2502530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2502588.750000 Penalty: 4985.083008
	Iteration 16Q: 3 clusters Score -2502589 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2502621.000000 Penalty: 4985.083008
	Iteration 17Q: 3 clusters Score -2502621 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2502653.500000 Penalty: 4985.083008
	Iteration 18Q: 3 clusters Score -2502654 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2502689.250000 Penalty: 4985.083008
	Iteration 19Q: 3 clusters Score -2502689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2502706.000000 Penalty: 4985.083008
	Iteration 20F: 3 clusters Score -2502706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2502728.000000 Penalty: 4985.083008
	Iteration 21Q: 3 clusters Score -2502728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2502759.000000 Penalty: 4985.083008
	Iteration 22Q: 3 clusters Score -2502759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2502774.750000 Penalty: 4985.083008
	Iteration 23Q: 3 clusters Score -2502775 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2502776.000000 Penalty: 4985.083008
	Iteration 24Q: 3 clusters Score -2502776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2502792.000000 Penalty: 4985.083008
	Iteration 25Q: 3 clusters Score -2502792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2502798.250000 Penalty: 4985.083008
	Iteration 26Q: 3 clusters Score -2502798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2502817.000000 Penalty: 4985.083008
	Iteration 27Q: 3 clusters Score -2502817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2502819.250000 Penalty: 4985.083008
	Iteration 28Q: 3 clusters Score -2502819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2502827.500000 Penalty: 4985.083008
	Iteration 29Q: 3 clusters Score -2502828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2502836.000000 Penalty: 4985.083008
	Iteration 30Q: 3 clusters Score -2502836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2502845.500000 Penalty: 4985.083008
	Iteration 31Q: 3 clusters Score -2502846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2502854.500000 Penalty: 4985.083008
	Iteration 32Q: 3 clusters Score -2502854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2502866.500000 Penalty: 4985.083008
	Iteration 33Q: 3 clusters Score -2502866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2502873.250000 Penalty: 4985.083008
	Iteration 34Q: 3 clusters Score -2502873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2502888.000000 Penalty: 4985.083008
	Iteration 35Q: 3 clusters Score -2502888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2502899.500000 Penalty: 4985.083008
	Iteration 36Q: 3 clusters Score -2502900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2502906.500000 Penalty: 4985.083008
	Iteration 37Q: 3 clusters Score -2502906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2502921.500000 Penalty: 4985.083008
	Iteration 38Q: 3 clusters Score -2502922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2502916.000000 Penalty: 4985.083008
	Iteration 39Q: 3 clusters Score -2502916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2502938.250000 Penalty: 4985.083008
	Iteration 40F: 3 clusters Score -2502938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2502934.250000 Penalty: 4985.083008
	Iteration 41Q: 3 clusters Score -2502934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2502944.750000 Penalty: 4985.083008
	Iteration 42Q: 3 clusters Score -2502945 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2502958.250000 Penalty: 4985.083008
	Iteration 43Q: 3 clusters Score -2502958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2502961.500000 Penalty: 4985.083008
	Iteration 44Q: 3 clusters Score -2502962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2502961.250000 Penalty: 4985.083008
	Iteration 45Q: 3 clusters Score -2502961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2502974.500000 Penalty: 4985.083008
	Iteration 46Q: 3 clusters Score -2502974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2502984.750000 Penalty: 4985.083008
	Iteration 47Q: 3 clusters Score -2502985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2502982.500000 Penalty: 4985.083008
	Iteration 48Q: 3 clusters Score -2502982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2502982.750000 Penalty: 4985.083008
	Iteration 49Q: 3 clusters Score -2502983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2502987.000000 Penalty: 4985.083008
	Iteration 50Q: 3 clusters Score -2502987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2502989.500000 Penalty: 4985.083008
	Iteration 51Q: 3 clusters Score -2502990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2502991.000000 Penalty: 4985.083008
	Iteration 52Q: 3 clusters Score -2502991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2502990.250000 Penalty: 4985.083008
	Iteration 53Q: 3 clusters Score -2502990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2502994.500000 Penalty: 4985.083008
	Iteration 54Q: 3 clusters Score -2502994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2502999.500000 Penalty: 4985.083008
	Iteration 55Q: 3 clusters Score -2503000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2503004.250000 Penalty: 4985.083008
	Iteration 56Q: 3 clusters Score -2503004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2503009.500000 Penalty: 4985.083008
	Iteration 57Q: 3 clusters Score -2503010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2503006.000000 Penalty: 4985.083008
	Iteration 58Q: 3 clusters Score -2503006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2503017.250000 Penalty: 4985.083008
	Iteration 59Q: 3 clusters Score -2503017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2503012.250000 Penalty: 4985.083008
	Iteration 60F: 3 clusters Score -2503012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2503019.500000 Penalty: 4985.083008
	Iteration 61Q: 3 clusters Score -2503020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2503021.000000 Penalty: 4985.083008
	Iteration 62Q: 3 clusters Score -2503021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2503022.750000 Penalty: 4985.083008
	Iteration 63Q: 3 clusters Score -2503023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2503021.750000 Penalty: 4985.083008
	Iteration 64Q: 3 clusters Score -2503022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2503031.500000 Penalty: 4985.083008
	Iteration 65Q: 3 clusters Score -2503032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2503038.500000 Penalty: 4985.083008
	Iteration 66Q: 3 clusters Score -2503038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2503045.250000 Penalty: 4985.083008
	Iteration 67Q: 3 clusters Score -2503045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2503045.750000 Penalty: 4985.083008
	Iteration 68Q: 3 clusters Score -2503046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2503052.500000 Penalty: 4985.083008
	Iteration 69Q: 3 clusters Score -2503052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2503060.750000 Penalty: 4985.083008
	Iteration 70Q: 3 clusters Score -2503061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2503061.750000 Penalty: 4985.083008
	Iteration 71Q: 3 clusters Score -2503062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2503060.000000 Penalty: 4985.083008
	Iteration 72Q: 3 clusters Score -2503060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2503064.750000 Penalty: 4985.083008
	Iteration 73Q: 3 clusters Score -2503065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2503071.500000 Penalty: 4985.083008
	Iteration 74Q: 3 clusters Score -2503072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2503081.750000 Penalty: 4985.083008
	Iteration 75Q: 3 clusters Score -2503082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2503082.750000 Penalty: 4985.083008
	Iteration 76Q: 3 clusters Score -2503083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2503085.500000 Penalty: 4985.083008
	Iteration 77Q: 3 clusters Score -2503086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2503098.000000 Penalty: 4985.083008
	Iteration 78Q: 3 clusters Score -2503098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2503101.000000 Penalty: 4985.083008
	Iteration 79Q: 3 clusters Score -2503101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2503102.500000 Penalty: 4985.083008
	Iteration 80F: 3 clusters Score -2503102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2503108.750000 Penalty: 4985.083008
	Iteration 81Q: 3 clusters Score -2503109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2503108.000000 Penalty: 4985.083008
	Iteration 82Q: 3 clusters Score -2503108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2503115.750000 Penalty: 4985.083008
	Iteration 83Q: 3 clusters Score -2503116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2503119.250000 Penalty: 4985.083008
	Iteration 84Q: 3 clusters Score -2503119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2503133.250000 Penalty: 4985.083008
	Iteration 85Q: 3 clusters Score -2503133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2503139.250000 Penalty: 4985.083008
	Iteration 86Q: 3 clusters Score -2503139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2503157.000000 Penalty: 4985.083008
	Iteration 87Q: 3 clusters Score -2503157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2503154.000000 Penalty: 4985.083008
	Iteration 88Q: 3 clusters Score -2503154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2503159.500000 Penalty: 4985.083008
	Iteration 89Q: 3 clusters Score -2503160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2503170.500000 Penalty: 4985.083008
	Iteration 90Q: 3 clusters Score -2503170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2503187.000000 Penalty: 4985.083008
	Iteration 91Q: 3 clusters Score -2503187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2503195.000000 Penalty: 4985.083008
	Iteration 92Q: 3 clusters Score -2503195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2503202.500000 Penalty: 4985.083008
	Iteration 93Q: 3 clusters Score -2503202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2503213.250000 Penalty: 4985.083008
	Iteration 94Q: 3 clusters Score -2503213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2503223.000000 Penalty: 4985.083008
	Iteration 95Q: 3 clusters Score -2503223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2503234.500000 Penalty: 4985.083008
	Iteration 96Q: 3 clusters Score -2503234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2503235.250000 Penalty: 4985.083008
	Iteration 97Q: 3 clusters Score -2503235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2503244.250000 Penalty: 4985.083008
	Iteration 98Q: 3 clusters Score -2503244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2503246.500000 Penalty: 4985.083008
	Iteration 99Q: 3 clusters Score -2503246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2503255.500000 Penalty: 4985.083008
	Iteration 100F: 3 clusters Score -2503256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2503275.000000 Penalty: 4985.083008
	Iteration 101Q: 3 clusters Score -2503275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2503280.750000 Penalty: 4985.083008
	Iteration 102Q: 3 clusters Score -2503281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2503291.250000 Penalty: 4985.083008
	Iteration 103Q: 3 clusters Score -2503291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2503293.250000 Penalty: 4985.083008
	Iteration 104Q: 3 clusters Score -2503293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2503304.250000 Penalty: 4985.083008
	Iteration 105Q: 3 clusters Score -2503304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2503305.250000 Penalty: 4985.083008
	Iteration 106Q: 3 clusters Score -2503305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2503313.250000 Penalty: 4985.083008
	Iteration 107Q: 3 clusters Score -2503313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2503327.000000 Penalty: 4985.083008
	Iteration 108Q: 3 clusters Score -2503327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2503329.250000 Penalty: 4985.083008
	Iteration 109Q: 3 clusters Score -2503329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2503350.250000 Penalty: 4985.083008
	Iteration 110Q: 3 clusters Score -2503350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2503365.750000 Penalty: 4985.083008
	Iteration 111Q: 3 clusters Score -2503366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2503376.750000 Penalty: 4985.083008
	Iteration 112Q: 3 clusters Score -2503377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2503382.750000 Penalty: 4985.083008
	Iteration 113Q: 3 clusters Score -2503383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2503392.000000 Penalty: 4985.083008
	Iteration 114Q: 3 clusters Score -2503392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2503404.000000 Penalty: 4985.083008
	Iteration 115Q: 3 clusters Score -2503404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2503403.750000 Penalty: 4985.083008
	Iteration 116Q: 3 clusters Score -2503404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2503420.000000 Penalty: 4985.083008
	Iteration 117Q: 3 clusters Score -2503420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2503440.750000 Penalty: 4985.083008
	Iteration 118Q: 3 clusters Score -2503441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2503460.500000 Penalty: 4985.083008
	Iteration 119Q: 3 clusters Score -2503460 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2503475.250000 Penalty: 4985.083008
	Iteration 120F: 3 clusters Score -2503475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2503508.750000 Penalty: 4985.083008
	Iteration 121Q: 3 clusters Score -2503509 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2503534.500000 Penalty: 4985.083008
	Iteration 122Q: 3 clusters Score -2503534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2503562.500000 Penalty: 4985.083008
	Iteration 123Q: 3 clusters Score -2503562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2503598.250000 Penalty: 4985.083008
	Iteration 124Q: 3 clusters Score -2503598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2503640.250000 Penalty: 4985.083008
	Iteration 125Q: 3 clusters Score -2503640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2503674.250000 Penalty: 4985.083008
	Iteration 126Q: 3 clusters Score -2503674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2503705.250000 Penalty: 4985.083008
	Iteration 127Q: 3 clusters Score -2503705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2503742.750000 Penalty: 4985.083008
	Iteration 128Q: 3 clusters Score -2503743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2503793.250000 Penalty: 4985.083008
	Iteration 129Q: 3 clusters Score -2503793 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2503842.500000 Penalty: 4985.083008
	Iteration 130Q: 3 clusters Score -2503842 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2503895.500000 Penalty: 4985.083008
	Iteration 131Q: 3 clusters Score -2503896 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2503944.750000 Penalty: 4985.083008
	Iteration 132Q: 3 clusters Score -2503945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2503992.000000 Penalty: 4985.083008
	Iteration 133Q: 3 clusters Score -2503992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2504044.250000 Penalty: 4985.083008
	Iteration 134Q: 3 clusters Score -2504044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2504081.750000 Penalty: 4985.083008
	Iteration 135Q: 3 clusters Score -2504082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2504118.750000 Penalty: 4985.083008
	Iteration 136Q: 3 clusters Score -2504119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2504146.500000 Penalty: 4985.083008
	Iteration 137Q: 3 clusters Score -2504146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2504198.250000 Penalty: 4985.083008
	Iteration 138Q: 3 clusters Score -2504198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2504224.250000 Penalty: 4985.083008
	Iteration 139Q: 3 clusters Score -2504224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2504261.500000 Penalty: 4985.083008
	Iteration 140F: 3 clusters Score -2504262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2504301.750000 Penalty: 4985.083008
	Iteration 141Q: 3 clusters Score -2504302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2504330.000000 Penalty: 4985.083008
	Iteration 142Q: 3 clusters Score -2504330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2504360.750000 Penalty: 4985.083008
	Iteration 143Q: 3 clusters Score -2504361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2504394.750000 Penalty: 4985.083008
	Iteration 144Q: 3 clusters Score -2504395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2504438.500000 Penalty: 4985.083008
	Iteration 145Q: 3 clusters Score -2504438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2504470.750000 Penalty: 4985.083008
	Iteration 146Q: 3 clusters Score -2504471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2504491.000000 Penalty: 4985.083008
	Iteration 147Q: 3 clusters Score -2504491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2504510.500000 Penalty: 4985.083008
	Iteration 148Q: 3 clusters Score -2504510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2504532.250000 Penalty: 4985.083008
	Iteration 149Q: 3 clusters Score -2504532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2504545.250000 Penalty: 4985.083008
	Iteration 150Q: 3 clusters Score -2504545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2504563.500000 Penalty: 4985.083008
	Iteration 151Q: 3 clusters Score -2504564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2504576.000000 Penalty: 4985.083008
	Iteration 152Q: 3 clusters Score -2504576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2504586.500000 Penalty: 4985.083008
	Iteration 153Q: 3 clusters Score -2504586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2504605.000000 Penalty: 4985.083008
	Iteration 154Q: 3 clusters Score -2504605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2504620.750000 Penalty: 4985.083008
	Iteration 155Q: 3 clusters Score -2504621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2504639.250000 Penalty: 4985.083008
	Iteration 156Q: 3 clusters Score -2504639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2504649.750000 Penalty: 4985.083008
	Iteration 157Q: 3 clusters Score -2504650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2504671.000000 Penalty: 4985.083008
	Iteration 158Q: 3 clusters Score -2504671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2504677.500000 Penalty: 4985.083008
	Iteration 159Q: 3 clusters Score -2504678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2504692.000000 Penalty: 4985.083008
	Iteration 160F: 3 clusters Score -2504692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2504701.750000 Penalty: 4985.083008
	Iteration 161Q: 3 clusters Score -2504702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2504708.500000 Penalty: 4985.083008
	Iteration 162Q: 3 clusters Score -2504708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2504709.000000 Penalty: 4985.083008
	Iteration 163Q: 3 clusters Score -2504709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2504711.000000 Penalty: 4985.083008
	Iteration 164Q: 3 clusters Score -2504711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2504716.250000 Penalty: 4985.083008
	Iteration 165Q: 3 clusters Score -2504716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2504719.000000 Penalty: 4985.083008
	Iteration 166Q: 3 clusters Score -2504719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2504723.250000 Penalty: 4985.083008
	Iteration 167Q: 3 clusters Score -2504723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2504724.500000 Penalty: 4985.083008
	Iteration 168Q: 3 clusters Score -2504724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2504725.500000 Penalty: 4985.083008
	Iteration 169Q: 3 clusters Score -2504726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2504731.000000 Penalty: 4985.083008
	Iteration 170Q: 3 clusters Score -2504731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2504729.500000 Penalty: 4985.083008
	Iteration 171Q: 3 clusters Score -2504730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2504731.000000 Penalty: 4985.083008
	Iteration 172Q: 3 clusters Score -2504731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2504733.750000 Penalty: 4985.083008
	Iteration 173Q: 3 clusters Score -2504734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2504733.750000 Penalty: 4985.083008
	Iteration 174F: 3 clusters Score -2504734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 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 224 members 
Entering Unmasked Estep 
Score: -43622.574219 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43622.57 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43816.410156 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43816.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43935.464844 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -43935.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43976.476562 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43976.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44014.710938 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44014.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44034.609375 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44034.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44041.503906 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44053.562500 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44053.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44057.625000 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44057.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44059.933594 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44059.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44063.515625 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44063.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44066.347656 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44066.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44066.347656 Penalty: 3066.314209
	Iteration 12F: 3 clusters Score -44066.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Entering Unmasked Estep 
Score: -6616966.000000 Penalty: 2738.743652
	Iteration 0F: 2 clusters Score -6616966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -6574903.500000 Penalty: 5477.487305
	Iteration 0F: 3 clusters Score -6574904 nChanged 29264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -6591229.500000 Penalty: 5477.487305
	Iteration 1F: 3 clusters Score -6591230 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -6591849.000000 Penalty: 5477.487305
	Iteration 2Q: 3 clusters Score -6591849 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -6592615.000000 Penalty: 5477.487305
	Iteration 3Q: 3 clusters Score -6592615 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -6593806.500000 Penalty: 5477.487305
	Iteration 4Q: 3 clusters Score -6593806 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -6595831.000000 Penalty: 5477.487305
	Iteration 5F: 3 clusters Score -6595831 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6599334.500000 Penalty: 5477.487305
	Iteration 6F: 3 clusters Score -6599334 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -6604199.500000 Penalty: 5477.487305
	Iteration 7F: 3 clusters Score -6604200 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -6609090.000000 Penalty: 5477.487305
	Iteration 8F: 3 clusters Score -6609090 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -6612235.500000 Penalty: 5477.487305
	Iteration 9F: 3 clusters Score -6612236 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -6613721.000000 Penalty: 5477.487305
	Iteration 10Q: 3 clusters Score -6613721 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -6614236.500000 Penalty: 5477.487305
	Iteration 11Q: 3 clusters Score -6614236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -6614405.500000 Penalty: 5477.487305
	Iteration 12Q: 3 clusters Score -6614406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -6614483.000000 Penalty: 5477.487305
	Iteration 13Q: 3 clusters Score -6614483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -6614530.500000 Penalty: 5477.487305
	Iteration 14Q: 3 clusters Score -6614530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -6614556.500000 Penalty: 5477.487305
	Iteration 15Q: 3 clusters Score -6614556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -6614581.500000 Penalty: 5477.487305
	Iteration 16Q: 3 clusters Score -6614582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -6614590.000000 Penalty: 5477.487305
	Iteration 17Q: 3 clusters Score -6614590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -6614612.000000 Penalty: 5477.487305
	Iteration 18Q: 3 clusters Score -6614612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -6614628.000000 Penalty: 5477.487305
	Iteration 19Q: 3 clusters Score -6614628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -6614628.500000 Penalty: 5477.487305
	Iteration 20F: 3 clusters Score -6614628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -6614643.500000 Penalty: 5477.487305
	Iteration 21Q: 3 clusters Score -6614644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -6614644.500000 Penalty: 5477.487305
	Iteration 22Q: 3 clusters Score -6614644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -6614644.500000 Penalty: 5477.487305
	Iteration 23F: 3 clusters Score -6614644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (242994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242994 members 
Entering Unmasked Estep 
Score: -25765252.000000 Penalty: 3075.396484
	Iteration 0F: 2 clusters Score -2.576525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 121712 members 
Entering Unmasked Estep 
Score: -25606024.000000 Penalty: 6150.792969
	Iteration 0F: 3 clusters Score -2.560602e+07 nChanged 117157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -25676930.000000 Penalty: 6150.792969
	Iteration 1F: 3 clusters Score -2.567693e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118329 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -25680684.000000 Penalty: 6150.792969
	Iteration 2Q: 3 clusters Score -2.568068e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -25686332.000000 Penalty: 6150.792969
	Iteration 3Q: 3 clusters Score -2.568633e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -25694078.000000 Penalty: 6150.792969
	Iteration 4F: 3 clusters Score -2.569408e+07 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 129370 members 
Entering Unmasked Estep 
Score: -25702852.000000 Penalty: 6150.792969
	Iteration 5F: 3 clusters Score -2.570285e+07 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -25712612.000000 Penalty: 6150.792969
	Iteration 6F: 3 clusters Score -2.571261e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 135823 members 
Entering Unmasked Estep 
Score: -25721036.000000 Penalty: 6150.792969
	Iteration 7F: 3 clusters Score -2.572104e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 139349 members 
Entering Unmasked Estep 
Score: -25727494.000000 Penalty: 6150.792969
	Iteration 8F: 3 clusters Score -2.572749e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -25732142.000000 Penalty: 6150.792969
	Iteration 9Q: 3 clusters Score -2.573214e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -25735452.000000 Penalty: 6150.792969
	Iteration 10Q: 3 clusters Score -2.573545e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -25737286.000000 Penalty: 6150.792969
	Iteration 11Q: 3 clusters Score -2.573729e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 149847 members 
Entering Unmasked Estep 
Score: -25738542.000000 Penalty: 6150.792969
	Iteration 12Q: 3 clusters Score -2.573854e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -25739362.000000 Penalty: 6150.792969
	Iteration 13Q: 3 clusters Score -2.573936e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -25740002.000000 Penalty: 6150.792969
	Iteration 14Q: 3 clusters Score -2.574e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 155694 members 
Entering Unmasked Estep 
Score: -25740406.000000 Penalty: 6150.792969
	Iteration 15Q: 3 clusters Score -2.574041e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 157783 members 
Entering Unmasked Estep 
Score: -25741080.000000 Penalty: 6150.792969
	Iteration 16Q: 3 clusters Score -2.574108e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -25741532.000000 Penalty: 6150.792969
	Iteration 17Q: 3 clusters Score -2.574153e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 162319 members 
Entering Unmasked Estep 
Score: -25742048.000000 Penalty: 6150.792969
	Iteration 18Q: 3 clusters Score -2.574205e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -25742556.000000 Penalty: 6150.792969
	Iteration 19Q: 3 clusters Score -2.574256e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -25743102.000000 Penalty: 6150.792969
	Iteration 20F: 3 clusters Score -2.57431e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 169962 members 
Entering Unmasked Estep 
Score: -25743736.000000 Penalty: 6150.792969
	Iteration 21Q: 3 clusters Score -2.574374e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -25744218.000000 Penalty: 6150.792969
	Iteration 22Q: 3 clusters Score -2.574422e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -25745084.000000 Penalty: 6150.792969
	Iteration 23Q: 3 clusters Score -2.574508e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 178552 members 
Entering Unmasked Estep 
Score: -25745646.000000 Penalty: 6150.792969
	Iteration 24Q: 3 clusters Score -2.574565e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 181408 members 
Entering Unmasked Estep 
Score: -25746278.000000 Penalty: 6150.792969
	Iteration 25Q: 3 clusters Score -2.574628e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 184212 members 
Entering Unmasked Estep 
Score: -25746884.000000 Penalty: 6150.792969
	Iteration 26Q: 3 clusters Score -2.574688e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -25747758.000000 Penalty: 6150.792969
	Iteration 27Q: 3 clusters Score -2.574776e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 189705 members 
Entering Unmasked Estep 
Score: -25748424.000000 Penalty: 6150.792969
	Iteration 28Q: 3 clusters Score -2.574842e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 192402 members 
Entering Unmasked Estep 
Score: -25749150.000000 Penalty: 6150.792969
	Iteration 29Q: 3 clusters Score -2.574915e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -25749936.000000 Penalty: 6150.792969
	Iteration 30Q: 3 clusters Score -2.574994e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 197568 members 
Entering Unmasked Estep 
Score: -25750626.000000 Penalty: 6150.792969
	Iteration 31Q: 3 clusters Score -2.575063e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -25751290.000000 Penalty: 6150.792969
	Iteration 32Q: 3 clusters Score -2.575129e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 202563 members 
Entering Unmasked Estep 
Score: -25752052.000000 Penalty: 6150.792969
	Iteration 33Q: 3 clusters Score -2.575205e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 204974 members 
Entering Unmasked Estep 
Score: -25752588.000000 Penalty: 6150.792969
	Iteration 34Q: 3 clusters Score -2.575259e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 207394 members 
Entering Unmasked Estep 
Score: -25753278.000000 Penalty: 6150.792969
	Iteration 35Q: 3 clusters Score -2.575328e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 209731 members 
Entering Unmasked Estep 
Score: -25754066.000000 Penalty: 6150.792969
	Iteration 36Q: 3 clusters Score -2.575407e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 211901 members 
Entering Unmasked Estep 
Score: -25754504.000000 Penalty: 6150.792969
	Iteration 37Q: 3 clusters Score -2.57545e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 213985 members 
Entering Unmasked Estep 
Score: -25754904.000000 Penalty: 6150.792969
	Iteration 38Q: 3 clusters Score -2.57549e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 216058 members 
Entering Unmasked Estep 
Score: -25755324.000000 Penalty: 6150.792969
	Iteration 39Q: 3 clusters Score -2.575532e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 218057 members 
Entering Unmasked Estep 
Score: -25755896.000000 Penalty: 6150.792969
	Iteration 40F: 3 clusters Score -2.57559e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 219906 members 
Entering Unmasked Estep 
Score: -25756410.000000 Penalty: 6150.792969
	Iteration 41Q: 3 clusters Score -2.575641e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 221749 members 
Entering Unmasked Estep 
Score: -25756866.000000 Penalty: 6150.792969
	Iteration 42Q: 3 clusters Score -2.575687e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 223495 members 
Entering Unmasked Estep 
Score: -25757264.000000 Penalty: 6150.792969
	Iteration 43Q: 3 clusters Score -2.575726e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 225165 members 
Entering Unmasked Estep 
Score: -25757824.000000 Penalty: 6150.792969
	Iteration 44Q: 3 clusters Score -2.575782e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 226758 members 
Entering Unmasked Estep 
Score: -25758188.000000 Penalty: 6150.792969
	Iteration 45Q: 3 clusters Score -2.575819e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 228252 members 
Entering Unmasked Estep 
Score: -25758772.000000 Penalty: 6150.792969
	Iteration 46Q: 3 clusters Score -2.575877e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 229643 members 
Entering Unmasked Estep 
Score: -25759228.000000 Penalty: 6150.792969
	Iteration 47Q: 3 clusters Score -2.575923e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 230952 members 
Entering Unmasked Estep 
Score: -25759740.000000 Penalty: 6150.792969
	Iteration 48Q: 3 clusters Score -2.575974e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 232152 members 
Entering Unmasked Estep 
Score: -25760098.000000 Penalty: 6150.792969
	Iteration 49Q: 3 clusters Score -2.57601e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 233180 members 
Entering Unmasked Estep 
Score: -25760366.000000 Penalty: 6150.792969
	Iteration 50Q: 3 clusters Score -2.576037e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 234063 members 
Entering Unmasked Estep 
Score: -25760620.000000 Penalty: 6150.792969
	Iteration 51Q: 3 clusters Score -2.576062e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 234865 members 
Entering Unmasked Estep 
Score: -25760964.000000 Penalty: 6150.792969
	Iteration 52Q: 3 clusters Score -2.576096e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 235573 members 
Entering Unmasked Estep 
Score: -25761200.000000 Penalty: 6150.792969
	Iteration 53Q: 3 clusters Score -2.57612e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 236226 members 
Entering Unmasked Estep 
Score: -25761432.000000 Penalty: 6150.792969
	Iteration 54Q: 3 clusters Score -2.576143e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 236768 members 
Entering Unmasked Estep 
Score: -25761622.000000 Penalty: 6150.792969
	Iteration 55Q: 3 clusters Score -2.576162e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 237241 members 
Entering Unmasked Estep 
Score: -25761738.000000 Penalty: 6150.792969
	Iteration 56Q: 3 clusters Score -2.576174e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 237648 members 
Entering Unmasked Estep 
Score: -25761850.000000 Penalty: 6150.792969
	Iteration 57Q: 3 clusters Score -2.576185e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 237975 members 
Entering Unmasked Estep 
Score: -25761966.000000 Penalty: 6150.792969
	Iteration 58Q: 3 clusters Score -2.576197e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 238253 members 
Entering Unmasked Estep 
Score: -25762046.000000 Penalty: 6150.792969
	Iteration 59Q: 3 clusters Score -2.576205e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 238485 members 
Entering Unmasked Estep 
Score: -25762098.000000 Penalty: 6150.792969
	Iteration 60F: 3 clusters Score -2.57621e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 238687 members 
Entering Unmasked Estep 
Score: -25762146.000000 Penalty: 6150.792969
	Iteration 61Q: 3 clusters Score -2.576215e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 238853 members 
Entering Unmasked Estep 
Score: -25762210.000000 Penalty: 6150.792969
	Iteration 62Q: 3 clusters Score -2.576221e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 238977 members 
Entering Unmasked Estep 
Score: -25762258.000000 Penalty: 6150.792969
	Iteration 63Q: 3 clusters Score -2.576226e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 239101 members 
Entering Unmasked Estep 
Score: -25762300.000000 Penalty: 6150.792969
	Iteration 64Q: 3 clusters Score -2.57623e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 239213 members 
Entering Unmasked Estep 
Score: -25762352.000000 Penalty: 6150.792969
	Iteration 65Q: 3 clusters Score -2.576235e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 239314 members 
Entering Unmasked Estep 
Score: -25762398.000000 Penalty: 6150.792969
	Iteration 66Q: 3 clusters Score -2.57624e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 239414 members 
Entering Unmasked Estep 
Score: -25762400.000000 Penalty: 6150.792969
	Iteration 67Q: 3 clusters Score -2.57624e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 239496 members 
Entering Unmasked Estep 
Score: -25762454.000000 Penalty: 6150.792969
	Iteration 68Q: 3 clusters Score -2.576245e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 239565 members 
Entering Unmasked Estep 
Score: -25762490.000000 Penalty: 6150.792969
	Iteration 69Q: 3 clusters Score -2.576249e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 239631 members 
Entering Unmasked Estep 
Score: -25762500.000000 Penalty: 6150.792969
	Iteration 70Q: 3 clusters Score -2.57625e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 239712 members 
Entering Unmasked Estep 
Score: -25762528.000000 Penalty: 6150.792969
	Iteration 71Q: 3 clusters Score -2.576253e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 239801 members 
Entering Unmasked Estep 
Score: -25762570.000000 Penalty: 6150.792969
	Iteration 72Q: 3 clusters Score -2.576257e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -25762602.000000 Penalty: 6150.792969
	Iteration 73Q: 3 clusters Score -2.57626e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 239946 members 
Entering Unmasked Estep 
Score: -25762612.000000 Penalty: 6150.792969
	Iteration 74Q: 3 clusters Score -2.576261e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 240011 members 
Entering Unmasked Estep 
Score: -25762628.000000 Penalty: 6150.792969
	Iteration 75Q: 3 clusters Score -2.576263e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 240074 members 
Entering Unmasked Estep 
Score: -25762636.000000 Penalty: 6150.792969
	Iteration 76Q: 3 clusters Score -2.576264e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 240136 members 
Entering Unmasked Estep 
Score: -25762706.000000 Penalty: 6150.792969
	Iteration 77Q: 3 clusters Score -2.576271e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 240194 members 
Entering Unmasked Estep 
Score: -25762724.000000 Penalty: 6150.792969
	Iteration 78Q: 3 clusters Score -2.576272e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 240249 members 
Entering Unmasked Estep 
Score: -25762764.000000 Penalty: 6150.792969
	Iteration 79Q: 3 clusters Score -2.576276e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 240299 members 
Entering Unmasked Estep 
Score: -25762818.000000 Penalty: 6150.792969
	Iteration 80F: 3 clusters Score -2.576282e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 240341 members 
Entering Unmasked Estep 
Score: -25762834.000000 Penalty: 6150.792969
	Iteration 81Q: 3 clusters Score -2.576283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 240374 members 
Entering Unmasked Estep 
Score: -25762842.000000 Penalty: 6150.792969
	Iteration 82Q: 3 clusters Score -2.576284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 240408 members 
Entering Unmasked Estep 
Score: -25762846.000000 Penalty: 6150.792969
	Iteration 83Q: 3 clusters Score -2.576285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 240435 members 
Entering Unmasked Estep 
Score: -25762896.000000 Penalty: 6150.792969
	Iteration 84Q: 3 clusters Score -2.57629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 240470 members 
Entering Unmasked Estep 
Score: -25762888.000000 Penalty: 6150.792969
	Iteration 85Q: 3 clusters Score -2.576289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 240494 members 
Entering Unmasked Estep 
Score: -25762852.000000 Penalty: 6150.792969
	Iteration 86Q: 3 clusters Score -2.576285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 240510 members 
Entering Unmasked Estep 
Score: -25762882.000000 Penalty: 6150.792969
	Iteration 87Q: 3 clusters Score -2.576288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 240528 members 
Entering Unmasked Estep 
Score: -25762904.000000 Penalty: 6150.792969
	Iteration 88Q: 3 clusters Score -2.57629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 240542 members 
Entering Unmasked Estep 
Score: -25762900.000000 Penalty: 6150.792969
	Iteration 89Q: 3 clusters Score -2.57629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 240553 members 
Entering Unmasked Estep 
Score: -25762912.000000 Penalty: 6150.792969
	Iteration 90Q: 3 clusters Score -2.576291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 240569 members 
Entering Unmasked Estep 
Score: -25762882.000000 Penalty: 6150.792969
	Iteration 91Q: 3 clusters Score -2.576288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 240580 members 
Entering Unmasked Estep 
Score: -25762872.000000 Penalty: 6150.792969
	Iteration 92Q: 3 clusters Score -2.576287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 240584 members 
Entering Unmasked Estep 
Score: -25762852.000000 Penalty: 6150.792969
	Iteration 93Q: 3 clusters Score -2.576285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 240589 members 
Entering Unmasked Estep 
Score: -25762872.000000 Penalty: 6150.792969
	Iteration 94Q: 3 clusters Score -2.576287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 240594 members 
Entering Unmasked Estep 
Score: -25762860.000000 Penalty: 6150.792969
	Iteration 95Q: 3 clusters Score -2.576286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 240600 members 
Entering Unmasked Estep 
Score: -25762882.000000 Penalty: 6150.792969
	Iteration 96Q: 3 clusters Score -2.576288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 240606 members 
Entering Unmasked Estep 
Score: -25762854.000000 Penalty: 6150.792969
	Iteration 97Q: 3 clusters Score -2.576285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 240612 members 
Entering Unmasked Estep 
Score: -25762856.000000 Penalty: 6150.792969
	Iteration 98Q: 3 clusters Score -2.576286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 240616 members 
Entering Unmasked Estep 
Score: -25762860.000000 Penalty: 6150.792969
	Iteration 99Q: 3 clusters Score -2.576286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 240617 members 
Entering Unmasked Estep 
Score: -25762854.000000 Penalty: 6150.792969
	Iteration 100F: 3 clusters Score -2.576285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 240619 members 
Entering Unmasked Estep 
Score: -25762856.000000 Penalty: 6150.792969
	Iteration 101Q: 3 clusters Score -2.576286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 240623 members 
Entering Unmasked Estep 
Score: -25762882.000000 Penalty: 6150.792969
	Iteration 102Q: 3 clusters Score -2.576288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 240627 members 
Entering Unmasked Estep 
Score: -25762894.000000 Penalty: 6150.792969
	Iteration 103Q: 3 clusters Score -2.576289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 240632 members 
Entering Unmasked Estep 
Score: -25762892.000000 Penalty: 6150.792969
	Iteration 104Q: 3 clusters Score -2.576289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 240638 members 
Entering Unmasked Estep 
Score: -25762872.000000 Penalty: 6150.792969
	Iteration 105Q: 3 clusters Score -2.576287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 240641 members 
Entering Unmasked Estep 
Score: -25762884.000000 Penalty: 6150.792969
	Iteration 106Q: 3 clusters Score -2.576288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 240644 members 
Entering Unmasked Estep 
Score: -25762882.000000 Penalty: 6150.792969
	Iteration 107Q: 3 clusters Score -2.576288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 240644 members 
Entering Unmasked Estep 
Score: -25762878.000000 Penalty: 6150.792969
	Iteration 108Q: 3 clusters Score -2.576288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 240645 members 
Entering Unmasked Estep 
Score: -25762890.000000 Penalty: 6150.792969
	Iteration 109Q: 3 clusters Score -2.576289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 240647 members 
Entering Unmasked Estep 
Score: -25762882.000000 Penalty: 6150.792969
	Iteration 110Q: 3 clusters Score -2.576288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 240650 members 
Entering Unmasked Estep 
Score: -25762886.000000 Penalty: 6150.792969
	Iteration 111Q: 3 clusters Score -2.576289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 240654 members 
Entering Unmasked Estep 
Score: -25762888.000000 Penalty: 6150.792969
	Iteration 112Q: 3 clusters Score -2.576289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 240658 members 
Entering Unmasked Estep 
Score: -25762884.000000 Penalty: 6150.792969
	Iteration 113Q: 3 clusters Score -2.576288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 240664 members 
Entering Unmasked Estep 
Score: -25762908.000000 Penalty: 6150.792969
	Iteration 114Q: 3 clusters Score -2.576291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 240676 members 
Entering Unmasked Estep 
Score: -25762906.000000 Penalty: 6150.792969
	Iteration 115Q: 3 clusters Score -2.576291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 240684 members 
Entering Unmasked Estep 
Score: -25762930.000000 Penalty: 6150.792969
	Iteration 116Q: 3 clusters Score -2.576293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 240689 members 
Entering Unmasked Estep 
Score: -25762932.000000 Penalty: 6150.792969
	Iteration 117Q: 3 clusters Score -2.576293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 240697 members 
Entering Unmasked Estep 
Score: -25762926.000000 Penalty: 6150.792969
	Iteration 118Q: 3 clusters Score -2.576293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 240706 members 
Entering Unmasked Estep 
Score: -25762924.000000 Penalty: 6150.792969
	Iteration 119Q: 3 clusters Score -2.576292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 240711 members 
Entering Unmasked Estep 
Score: -25762924.000000 Penalty: 6150.792969
	Iteration 120F: 3 clusters Score -2.576292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 240714 members 
Entering Unmasked Estep 
Score: -25762944.000000 Penalty: 6150.792969
	Iteration 121Q: 3 clusters Score -2.576294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 240715 members 
Entering Unmasked Estep 
Score: -25762946.000000 Penalty: 6150.792969
	Iteration 122Q: 3 clusters Score -2.576295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 240714 members 
Entering Unmasked Estep 
Score: -25762952.000000 Penalty: 6150.792969
	Iteration 123Q: 3 clusters Score -2.576295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 240715 members 
Entering Unmasked Estep 
Score: -25762956.000000 Penalty: 6150.792969
	Iteration 124Q: 3 clusters Score -2.576296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 240717 members 
Entering Unmasked Estep 
Score: -25762938.000000 Penalty: 6150.792969
	Iteration 125Q: 3 clusters Score -2.576294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 240719 members 
Entering Unmasked Estep 
Score: -25762936.000000 Penalty: 6150.792969
	Iteration 126Q: 3 clusters Score -2.576294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 240721 members 
Entering Unmasked Estep 
Score: -25762932.000000 Penalty: 6150.792969
	Iteration 127Q: 3 clusters Score -2.576293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 240723 members 
Entering Unmasked Estep 
Score: -25762952.000000 Penalty: 6150.792969
	Iteration 128Q: 3 clusters Score -2.576295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 240724 members 
Entering Unmasked Estep 
Score: -25762956.000000 Penalty: 6150.792969
	Iteration 129Q: 3 clusters Score -2.576296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 240728 members 
Entering Unmasked Estep 
Score: -25762934.000000 Penalty: 6150.792969
	Iteration 130Q: 3 clusters Score -2.576293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 240729 members 
Entering Unmasked Estep 
Score: -25762944.000000 Penalty: 6150.792969
	Iteration 131Q: 3 clusters Score -2.576294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 240728 members 
Entering Unmasked Estep 
Score: -25762936.000000 Penalty: 6150.792969
	Iteration 132Q: 3 clusters Score -2.576294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 240728 members 
Entering Unmasked Estep 
Score: -25762936.000000 Penalty: 6150.792969
	Iteration 133F: 3 clusters Score -2.576294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Entering Unmasked Estep 
Score: -2752564.000000 Penalty: 2542.835693
	Iteration 0F: 2 clusters Score -2752564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2732968.000000 Penalty: 5085.671387
	Iteration 0F: 3 clusters Score -2732968 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2740093.250000 Penalty: 5085.671387
	Iteration 1F: 3 clusters Score -2740093 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2740920.000000 Penalty: 5085.671387
	Iteration 2F: 3 clusters Score -2740920 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2741954.250000 Penalty: 5085.671387
	Iteration 3F: 3 clusters Score -2741954 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2743213.250000 Penalty: 5085.671387
	Iteration 4F: 3 clusters Score -2743213 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2744542.750000 Penalty: 5085.671387
	Iteration 5F: 3 clusters Score -2744543 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2745746.500000 Penalty: 5085.671387
	Iteration 6F: 3 clusters Score -2745746 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2746754.000000 Penalty: 5085.671387
	Iteration 7F: 3 clusters Score -2746754 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2747533.250000 Penalty: 5085.671387
	Iteration 8Q: 3 clusters Score -2747533 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2748148.750000 Penalty: 5085.671387
	Iteration 9Q: 3 clusters Score -2748149 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2748652.250000 Penalty: 5085.671387
	Iteration 10Q: 3 clusters Score -2748652 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2749016.500000 Penalty: 5085.671387
	Iteration 11Q: 3 clusters Score -2749016 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2749324.000000 Penalty: 5085.671387
	Iteration 12Q: 3 clusters Score -2749324 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2749566.000000 Penalty: 5085.671387
	Iteration 13Q: 3 clusters Score -2749566 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2749708.750000 Penalty: 5085.671387
	Iteration 14Q: 3 clusters Score -2749709 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2749836.500000 Penalty: 5085.671387
	Iteration 15Q: 3 clusters Score -2749836 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2749933.500000 Penalty: 5085.671387
	Iteration 16Q: 3 clusters Score -2749934 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2750026.000000 Penalty: 5085.671387
	Iteration 17Q: 3 clusters Score -2750026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2750100.000000 Penalty: 5085.671387
	Iteration 18Q: 3 clusters Score -2750100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2750161.500000 Penalty: 5085.671387
	Iteration 19Q: 3 clusters Score -2750162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2750219.750000 Penalty: 5085.671387
	Iteration 20F: 3 clusters Score -2750220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2750267.000000 Penalty: 5085.671387
	Iteration 21Q: 3 clusters Score -2750267 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2750302.000000 Penalty: 5085.671387
	Iteration 22Q: 3 clusters Score -2750302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2750334.250000 Penalty: 5085.671387
	Iteration 23Q: 3 clusters Score -2750334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2750366.750000 Penalty: 5085.671387
	Iteration 24Q: 3 clusters Score -2750367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2750382.750000 Penalty: 5085.671387
	Iteration 25Q: 3 clusters Score -2750383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2750400.500000 Penalty: 5085.671387
	Iteration 26Q: 3 clusters Score -2750400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2750428.250000 Penalty: 5085.671387
	Iteration 27Q: 3 clusters Score -2750428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2750441.250000 Penalty: 5085.671387
	Iteration 28Q: 3 clusters Score -2750441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2750466.000000 Penalty: 5085.671387
	Iteration 29Q: 3 clusters Score -2750466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2750479.000000 Penalty: 5085.671387
	Iteration 30Q: 3 clusters Score -2750479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2750495.250000 Penalty: 5085.671387
	Iteration 31Q: 3 clusters Score -2750495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2750510.500000 Penalty: 5085.671387
	Iteration 32Q: 3 clusters Score -2750510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2750531.500000 Penalty: 5085.671387
	Iteration 33Q: 3 clusters Score -2750532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2750553.000000 Penalty: 5085.671387
	Iteration 34Q: 3 clusters Score -2750553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2750577.750000 Penalty: 5085.671387
	Iteration 35Q: 3 clusters Score -2750578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2750594.500000 Penalty: 5085.671387
	Iteration 36Q: 3 clusters Score -2750594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2750610.750000 Penalty: 5085.671387
	Iteration 37Q: 3 clusters Score -2750611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2750625.000000 Penalty: 5085.671387
	Iteration 38Q: 3 clusters Score -2750625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2750632.250000 Penalty: 5085.671387
	Iteration 39Q: 3 clusters Score -2750632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2750637.000000 Penalty: 5085.671387
	Iteration 40F: 3 clusters Score -2750637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2750637.750000 Penalty: 5085.671387
	Iteration 41Q: 3 clusters Score -2750638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2750639.750000 Penalty: 5085.671387
	Iteration 42Q: 3 clusters Score -2750640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2750643.000000 Penalty: 5085.671387
	Iteration 43Q: 3 clusters Score -2750643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2750651.000000 Penalty: 5085.671387
	Iteration 44Q: 3 clusters Score -2750651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2750653.500000 Penalty: 5085.671387
	Iteration 45Q: 3 clusters Score -2750654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2750656.250000 Penalty: 5085.671387
	Iteration 46Q: 3 clusters Score -2750656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2750660.750000 Penalty: 5085.671387
	Iteration 47Q: 3 clusters Score -2750661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2750661.000000 Penalty: 5085.671387
	Iteration 48Q: 3 clusters Score -2750661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2750660.750000 Penalty: 5085.671387
	Iteration 49Q: 3 clusters Score -2750661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2750660.750000 Penalty: 5085.671387
	Iteration 50F: 3 clusters Score -2750661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Entering Unmasked Estep 
Score: -1119728.000000 Penalty: 2304.144775
	Iteration 0F: 2 clusters Score -1119728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1111407.750000 Penalty: 4608.289551
	Iteration 0F: 3 clusters Score -1111408 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1113999.625000 Penalty: 4608.289551
	Iteration 1F: 3 clusters Score -1114000 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1114344.125000 Penalty: 4608.289551
	Iteration 2F: 3 clusters Score -1114344 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1114583.750000 Penalty: 4608.289551
	Iteration 3F: 3 clusters Score -1114584 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1114777.125000 Penalty: 4608.289551
	Iteration 4Q: 3 clusters Score -1114777 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1114973.125000 Penalty: 4608.289551
	Iteration 5Q: 3 clusters Score -1114973 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1115171.250000 Penalty: 4608.289551
	Iteration 6Q: 3 clusters Score -1115171 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1115365.875000 Penalty: 4608.289551
	Iteration 7Q: 3 clusters Score -1115366 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1115580.000000 Penalty: 4608.289551
	Iteration 8Q: 3 clusters Score -1115580 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1115824.000000 Penalty: 4608.289551
	Iteration 9Q: 3 clusters Score -1115824 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1116032.875000 Penalty: 4608.289551
	Iteration 10Q: 3 clusters Score -1116033 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1116263.250000 Penalty: 4608.289551
	Iteration 11Q: 3 clusters Score -1116263 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1116503.875000 Penalty: 4608.289551
	Iteration 12Q: 3 clusters Score -1116504 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1116728.250000 Penalty: 4608.289551
	Iteration 13Q: 3 clusters Score -1116728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1116916.875000 Penalty: 4608.289551
	Iteration 14Q: 3 clusters Score -1116917 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1117057.500000 Penalty: 4608.289551
	Iteration 15Q: 3 clusters Score -1117058 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1117187.875000 Penalty: 4608.289551
	Iteration 16Q: 3 clusters Score -1117188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1117297.375000 Penalty: 4608.289551
	Iteration 17Q: 3 clusters Score -1117297 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1117382.750000 Penalty: 4608.289551
	Iteration 18Q: 3 clusters Score -1117383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1117449.625000 Penalty: 4608.289551
	Iteration 19Q: 3 clusters Score -1117450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1117496.625000 Penalty: 4608.289551
	Iteration 20F: 3 clusters Score -1117497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1117537.125000 Penalty: 4608.289551
	Iteration 21Q: 3 clusters Score -1117537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1117575.625000 Penalty: 4608.289551
	Iteration 22Q: 3 clusters Score -1117576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1117602.250000 Penalty: 4608.289551
	Iteration 23Q: 3 clusters Score -1117602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1117632.625000 Penalty: 4608.289551
	Iteration 24Q: 3 clusters Score -1117633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1117647.625000 Penalty: 4608.289551
	Iteration 25Q: 3 clusters Score -1117648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1117657.000000 Penalty: 4608.289551
	Iteration 26Q: 3 clusters Score -1117657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1117662.125000 Penalty: 4608.289551
	Iteration 27Q: 3 clusters Score -1117662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1117667.125000 Penalty: 4608.289551
	Iteration 28Q: 3 clusters Score -1117667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1117676.125000 Penalty: 4608.289551
	Iteration 29Q: 3 clusters Score -1117676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1117682.625000 Penalty: 4608.289551
	Iteration 30Q: 3 clusters Score -1117683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1117684.625000 Penalty: 4608.289551
	Iteration 31Q: 3 clusters Score -1117685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1117688.625000 Penalty: 4608.289551
	Iteration 32Q: 3 clusters Score -1117689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1117691.000000 Penalty: 4608.289551
	Iteration 33Q: 3 clusters Score -1117691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1117691.375000 Penalty: 4608.289551
	Iteration 34Q: 3 clusters Score -1117691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1117692.000000 Penalty: 4608.289551
	Iteration 35Q: 3 clusters Score -1117692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1117692.250000 Penalty: 4608.289551
	Iteration 36Q: 3 clusters Score -1117692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1117694.250000 Penalty: 4608.289551
	Iteration 37Q: 3 clusters Score -1117694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1117695.000000 Penalty: 4608.289551
	Iteration 38Q: 3 clusters Score -1117695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1117695.250000 Penalty: 4608.289551
	Iteration 39Q: 3 clusters Score -1117695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1117695.250000 Penalty: 4608.289551
	Iteration 40F: 3 clusters Score -1117695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -266317.312500 Penalty: 1988.128784
	Iteration 0F: 2 clusters Score -266317.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263052.437500 Penalty: 3976.257568
	Iteration 0F: 3 clusters Score -263052.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -263736.656250 Penalty: 3976.257568
	Iteration 1F: 3 clusters Score -263736.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -263905.875000 Penalty: 3976.257568
	Iteration 2F: 3 clusters Score -263905.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264024.625000 Penalty: 3976.257568
	Iteration 3F: 3 clusters Score -264024.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -264110.125000 Penalty: 3976.257568
	Iteration 4Q: 3 clusters Score -264110.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -264175.375000 Penalty: 3976.257568
	Iteration 5Q: 3 clusters Score -264175.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -264227.218750 Penalty: 3976.257568
	Iteration 6Q: 3 clusters Score -264227.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -264262.875000 Penalty: 3976.257568
	Iteration 7Q: 3 clusters Score -264262.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -264291.781250 Penalty: 3976.257568
	Iteration 8Q: 3 clusters Score -264291.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -264316.531250 Penalty: 3976.257568
	Iteration 9Q: 3 clusters Score -264316.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -264335.531250 Penalty: 3976.257568
	Iteration 10Q: 3 clusters Score -264335.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -264348.468750 Penalty: 3976.257568
	Iteration 11Q: 3 clusters Score -264348.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -264362.718750 Penalty: 3976.257568
	Iteration 12Q: 3 clusters Score -264362.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -264376.656250 Penalty: 3976.257568
	Iteration 13Q: 3 clusters Score -264376.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -264387.343750 Penalty: 3976.257568
	Iteration 14Q: 3 clusters Score -264387.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -264395.687500 Penalty: 3976.257568
	Iteration 15Q: 3 clusters Score -264395.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -264405.500000 Penalty: 3976.257568
	Iteration 16Q: 3 clusters Score -264405.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -264416.468750 Penalty: 3976.257568
	Iteration 17Q: 3 clusters Score -264416.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -264424.218750 Penalty: 3976.257568
	Iteration 18Q: 3 clusters Score -264424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -264432.218750 Penalty: 3976.257568
	Iteration 19Q: 3 clusters Score -264432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -264438.593750 Penalty: 3976.257568
	Iteration 20F: 3 clusters Score -264438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -264443.187500 Penalty: 3976.257568
	Iteration 21Q: 3 clusters Score -264443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -264445.906250 Penalty: 3976.257568
	Iteration 22Q: 3 clusters Score -264445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -264449.250000 Penalty: 3976.257568
	Iteration 23Q: 3 clusters Score -264449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -264450.937500 Penalty: 3976.257568
	Iteration 24Q: 3 clusters Score -264450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -264451.750000 Penalty: 3976.257568
	Iteration 25Q: 3 clusters Score -264451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -264453.718750 Penalty: 3976.257568
	Iteration 26Q: 3 clusters Score -264453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -264455.562500 Penalty: 3976.257568
	Iteration 27Q: 3 clusters Score -264455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -264458.125000 Penalty: 3976.257568
	Iteration 28Q: 3 clusters Score -264458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -264459.656250 Penalty: 3976.257568
	Iteration 29Q: 3 clusters Score -264459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -264460.562500 Penalty: 3976.257568
	Iteration 30Q: 3 clusters Score -264460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -264460.812500 Penalty: 3976.257568
	Iteration 31Q: 3 clusters Score -264460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -264462.250000 Penalty: 3976.257568
	Iteration 32Q: 3 clusters Score -264462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -264462.531250 Penalty: 3976.257568
	Iteration 33Q: 3 clusters Score -264462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -264463.031250 Penalty: 3976.257568
	Iteration 34Q: 3 clusters Score -264463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -264463.843750 Penalty: 3976.257568
	Iteration 35Q: 3 clusters Score -264463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -264464.531250 Penalty: 3976.257568
	Iteration 36Q: 3 clusters Score -264464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -264464.531250 Penalty: 3976.257568
	Iteration 37F: 3 clusters Score -264464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (360713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360713 members 
Entering Unmasked Estep 
Score: -38336820.000000 Penalty: 3173.367920
	Iteration 0F: 2 clusters Score -3.833682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 180914 members 
Entering Unmasked Estep 
Score: -38110900.000000 Penalty: 6346.735840
	Iteration 0F: 3 clusters Score -3.81109e+07 nChanged 175021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -38215956.000000 Penalty: 6346.735840
	Iteration 1F: 3 clusters Score -3.821596e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164682 members 
Mstep: Class 2 contains 196031 members 
Entering Unmasked Estep 
Score: -38218332.000000 Penalty: 6346.735840
	Iteration 2Q: 3 clusters Score -3.821833e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 205338 members 
Entering Unmasked Estep 
Score: -38222068.000000 Penalty: 6346.735840
	Iteration 3Q: 3 clusters Score -3.822207e+07 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Mstep: Class 2 contains 219461 members 
Entering Unmasked Estep 
Score: -38228492.000000 Penalty: 6346.735840
	Iteration 4Q: 3 clusters Score -3.822849e+07 nChanged 21064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 239597 members 
Entering Unmasked Estep 
Score: -38240132.000000 Penalty: 6346.735840
	Iteration 5F: 3 clusters Score -3.824013e+07 nChanged 26701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 265978 members 
Entering Unmasked Estep 
Score: -38260220.000000 Penalty: 6346.735840
	Iteration 6F: 3 clusters Score -3.826022e+07 nChanged 29282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 295130 members 
Entering Unmasked Estep 
Score: -38285556.000000 Penalty: 6346.735840
	Iteration 7F: 3 clusters Score -3.828556e+07 nChanged 26061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 321137 members 
Entering Unmasked Estep 
Score: -38308768.000000 Penalty: 6346.735840
	Iteration 8F: 3 clusters Score -3.830877e+07 nChanged 18210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 339333 members 
Entering Unmasked Estep 
Score: -38321540.000000 Penalty: 6346.735840
	Iteration 9F: 3 clusters Score -3.832154e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 349751 members 
Entering Unmasked Estep 
Score: -38327760.000000 Penalty: 6346.735840
	Iteration 10Q: 3 clusters Score -3.832776e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 354942 members 
Entering Unmasked Estep 
Score: -38331004.000000 Penalty: 6346.735840
	Iteration 11Q: 3 clusters Score -3.8331e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 357548 members 
Entering Unmasked Estep 
Score: -38332488.000000 Penalty: 6346.735840
	Iteration 12Q: 3 clusters Score -3.833249e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 358775 members 
Entering Unmasked Estep 
Score: -38333384.000000 Penalty: 6346.735840
	Iteration 13Q: 3 clusters Score -3.833338e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 359344 members 
Entering Unmasked Estep 
Score: -38333620.000000 Penalty: 6346.735840
	Iteration 14Q: 3 clusters Score -3.833362e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 359629 members 
Entering Unmasked Estep 
Score: -38333808.000000 Penalty: 6346.735840
	Iteration 15Q: 3 clusters Score -3.833381e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 359785 members 
Entering Unmasked Estep 
Score: -38333868.000000 Penalty: 6346.735840
	Iteration 16Q: 3 clusters Score -3.833387e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 359886 members 
Entering Unmasked Estep 
Score: -38333904.000000 Penalty: 6346.735840
	Iteration 17Q: 3 clusters Score -3.83339e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 359951 members 
Entering Unmasked Estep 
Score: -38333972.000000 Penalty: 6346.735840
	Iteration 18Q: 3 clusters Score -3.833397e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 359997 members 
Entering Unmasked Estep 
Score: -38334044.000000 Penalty: 6346.735840
	Iteration 19Q: 3 clusters Score -3.833404e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 360036 members 
Entering Unmasked Estep 
Score: -38334016.000000 Penalty: 6346.735840
	Iteration 20F: 3 clusters Score -3.833402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 360060 members 
Entering Unmasked Estep 
Score: -38334056.000000 Penalty: 6346.735840
	Iteration 21Q: 3 clusters Score -3.833406e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 360079 members 
Entering Unmasked Estep 
Score: -38334084.000000 Penalty: 6346.735840
	Iteration 22Q: 3 clusters Score -3.833408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 360099 members 
Entering Unmasked Estep 
Score: -38334128.000000 Penalty: 6346.735840
	Iteration 23Q: 3 clusters Score -3.833413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 360108 members 
Entering Unmasked Estep 
Score: -38334164.000000 Penalty: 6346.735840
	Iteration 24Q: 3 clusters Score -3.833416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 360116 members 
Entering Unmasked Estep 
Score: -38334164.000000 Penalty: 6346.735840
	Iteration 25Q: 3 clusters Score -3.833416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 360124 members 
Entering Unmasked Estep 
Score: -38334200.000000 Penalty: 6346.735840
	Iteration 26Q: 3 clusters Score -3.83342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 360135 members 
Entering Unmasked Estep 
Score: -38334204.000000 Penalty: 6346.735840
	Iteration 27Q: 3 clusters Score -3.83342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 360142 members 
Entering Unmasked Estep 
Score: -38334208.000000 Penalty: 6346.735840
	Iteration 28Q: 3 clusters Score -3.833421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 360145 members 
Entering Unmasked Estep 
Score: -38334216.000000 Penalty: 6346.735840
	Iteration 29Q: 3 clusters Score -3.833422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 360150 members 
Entering Unmasked Estep 
Score: -38334176.000000 Penalty: 6346.735840
	Iteration 30Q: 3 clusters Score -3.833418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 360154 members 
Entering Unmasked Estep 
Score: -38334192.000000 Penalty: 6346.735840
	Iteration 31Q: 3 clusters Score -3.833419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 360154 members 
Entering Unmasked Estep 
Score: -38334180.000000 Penalty: 6346.735840
	Iteration 32Q: 3 clusters Score -3.833418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 360154 members 
Entering Unmasked Estep 
Score: -38334180.000000 Penalty: 6346.735840
	Iteration 33Q: 3 clusters Score -3.833418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 360157 members 
Entering Unmasked Estep 
Score: -38334188.000000 Penalty: 6346.735840
	Iteration 34Q: 3 clusters Score -3.833419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 360162 members 
Entering Unmasked Estep 
Score: -38334184.000000 Penalty: 6346.735840
	Iteration 35Q: 3 clusters Score -3.833418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 360163 members 
Entering Unmasked Estep 
Score: -38334192.000000 Penalty: 6346.735840
	Iteration 36Q: 3 clusters Score -3.833419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 360167 members 
Entering Unmasked Estep 
Score: -38334200.000000 Penalty: 6346.735840
	Iteration 37Q: 3 clusters Score -3.83342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 360168 members 
Entering Unmasked Estep 
Score: -38334200.000000 Penalty: 6346.735840
	Iteration 38Q: 3 clusters Score -3.83342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 360169 members 
Entering Unmasked Estep 
Score: -38334192.000000 Penalty: 6346.735840
	Iteration 39Q: 3 clusters Score -3.833419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 360172 members 
Entering Unmasked Estep 
Score: -38334192.000000 Penalty: 6346.735840
	Iteration 40F: 3 clusters Score -3.833419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 360172 members 
Entering Unmasked Estep 
Score: -38334192.000000 Penalty: 6346.735840
	Iteration 41Q: 3 clusters Score -3.833419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 360174 members 
Entering Unmasked Estep 
Score: -38334200.000000 Penalty: 6346.735840
	Iteration 42Q: 3 clusters Score -3.83342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 360174 members 
Entering Unmasked Estep 
Score: -38334204.000000 Penalty: 6346.735840
	Iteration 43Q: 3 clusters Score -3.83342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 360176 members 
Entering Unmasked Estep 
Score: -38334188.000000 Penalty: 6346.735840
	Iteration 44Q: 3 clusters Score -3.833419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 360175 members 
Entering Unmasked Estep 
Score: -38334228.000000 Penalty: 6346.735840
	Iteration 45Q: 3 clusters Score -3.833423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 360176 members 
Entering Unmasked Estep 
Score: -38334208.000000 Penalty: 6346.735840
	Iteration 46Q: 3 clusters Score -3.833421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 360181 members 
Entering Unmasked Estep 
Score: -38334204.000000 Penalty: 6346.735840
	Iteration 47Q: 3 clusters Score -3.83342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 360184 members 
Entering Unmasked Estep 
Score: -38334204.000000 Penalty: 6346.735840
	Iteration 48Q: 3 clusters Score -3.83342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 360185 members 
Entering Unmasked Estep 
Score: -38334212.000000 Penalty: 6346.735840
	Iteration 49Q: 3 clusters Score -3.833421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 360185 members 
Entering Unmasked Estep 
Score: -38334200.000000 Penalty: 6346.735840
	Iteration 50Q: 3 clusters Score -3.83342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 360184 members 
Entering Unmasked Estep 
Score: -38334212.000000 Penalty: 6346.735840
	Iteration 51Q: 3 clusters Score -3.833421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 360183 members 
Entering Unmasked Estep 
Score: -38334220.000000 Penalty: 6346.735840
	Iteration 52Q: 3 clusters Score -3.833422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 360182 members 
Entering Unmasked Estep 
Score: -38334220.000000 Penalty: 6346.735840
	Iteration 53Q: 3 clusters Score -3.833422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 360183 members 
Entering Unmasked Estep 
Score: -38334216.000000 Penalty: 6346.735840
	Iteration 54Q: 3 clusters Score -3.833422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 360183 members 
Entering Unmasked Estep 
Score: -38334216.000000 Penalty: 6346.735840
	Iteration 55F: 3 clusters Score -3.833422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -34042.687500 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -34042.69 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 180 members 
Entering Unmasked Estep 
Score: -32670.765625 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -32670.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32791.472656 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -32791.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32826.562500 Penalty: 2922.255371
	Iteration 2Q: 3 clusters Score -32826.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32838.687500 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -32838.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32840.898438 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -32840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32840.898438 Penalty: 2922.255371
	Iteration 5F: 3 clusters Score -32840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (335976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335976 members 
Entering Unmasked Estep 
Score: -35678580.000000 Penalty: 3155.749268
	Iteration 0F: 2 clusters Score -3.567858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -35459172.000000 Penalty: 6311.498535
	Iteration 0F: 3 clusters Score -3.545917e+07 nChanged 162811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -35554564.000000 Penalty: 6311.498535
	Iteration 1F: 3 clusters Score -3.555456e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -35555300.000000 Penalty: 6311.498535
	Iteration 2Q: 3 clusters Score -3.55553e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 177183 members 
Entering Unmasked Estep 
Score: -35556448.000000 Penalty: 6311.498535
	Iteration 3Q: 3 clusters Score -3.555645e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 182901 members 
Entering Unmasked Estep 
Score: -35557840.000000 Penalty: 6311.498535
	Iteration 4Q: 3 clusters Score -3.555784e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 191878 members 
Entering Unmasked Estep 
Score: -35560572.000000 Penalty: 6311.498535
	Iteration 5Q: 3 clusters Score -3.556057e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 205442 members 
Entering Unmasked Estep 
Score: -35565748.000000 Penalty: 6311.498535
	Iteration 6Q: 3 clusters Score -3.556575e+07 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 225608 members 
Entering Unmasked Estep 
Score: -35576680.000000 Penalty: 6311.498535
	Iteration 7F: 3 clusters Score -3.557668e+07 nChanged 27936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 253530 members 
Entering Unmasked Estep 
Score: -35597188.000000 Penalty: 6311.498535
	Iteration 8F: 3 clusters Score -3.559719e+07 nChanged 32888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 286418 members 
Entering Unmasked Estep 
Score: -35627756.000000 Penalty: 6311.498535
	Iteration 9F: 3 clusters Score -3.562776e+07 nChanged 28311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 314729 members 
Entering Unmasked Estep 
Score: -35656788.000000 Penalty: 6311.498535
	Iteration 10F: 3 clusters Score -3.565679e+07 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 329918 members 
Entering Unmasked Estep 
Score: -35671140.000000 Penalty: 6311.498535
	Iteration 11Q: 3 clusters Score -3.567114e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 334568 members 
Entering Unmasked Estep 
Score: -35674636.000000 Penalty: 6311.498535
	Iteration 12Q: 3 clusters Score -3.567464e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 335536 members 
Entering Unmasked Estep 
Score: -35675400.000000 Penalty: 6311.498535
	Iteration 13Q: 3 clusters Score -3.56754e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 335728 members 
Entering Unmasked Estep 
Score: -35675612.000000 Penalty: 6311.498535
	Iteration 14Q: 3 clusters Score -3.567561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335768 members 
Entering Unmasked Estep 
Score: -35675664.000000 Penalty: 6311.498535
	Iteration 15Q: 3 clusters Score -3.567566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 335777 members 
Entering Unmasked Estep 
Score: -35675684.000000 Penalty: 6311.498535
	Iteration 16Q: 3 clusters Score -3.567568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 335781 members 
Entering Unmasked Estep 
Score: -35675700.000000 Penalty: 6311.498535
	Iteration 17Q: 3 clusters Score -3.56757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 335779 members 
Entering Unmasked Estep 
Score: -35675712.000000 Penalty: 6311.498535
	Iteration 18Q: 3 clusters Score -3.567571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 335780 members 
Entering Unmasked Estep 
Score: -35675712.000000 Penalty: 6311.498535
	Iteration 19Q: 3 clusters Score -3.567571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 335784 members 
Entering Unmasked Estep 
Score: -35675724.000000 Penalty: 6311.498535
	Iteration 20F: 3 clusters Score -3.567572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 335784 members 
Entering Unmasked Estep 
Score: -35675764.000000 Penalty: 6311.498535
	Iteration 21Q: 3 clusters Score -3.567576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 335784 members 
Entering Unmasked Estep 
Score: -35675760.000000 Penalty: 6311.498535
	Iteration 22Q: 3 clusters Score -3.567576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 335783 members 
Entering Unmasked Estep 
Score: -35675760.000000 Penalty: 6311.498535
	Iteration 23Q: 3 clusters Score -3.567576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 335783 members 
Entering Unmasked Estep 
Score: -35675760.000000 Penalty: 6311.498535
	Iteration 24F: 3 clusters Score -3.567576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -1000501.062500 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -1000501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -993060.625000 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -993060.6 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -995197.625000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -995197.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -995460.750000 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -995460.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -995632.625000 Penalty: 4543.878418
	Iteration 3Q: 3 clusters Score -995632.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -995752.812500 Penalty: 4543.878418
	Iteration 4Q: 3 clusters Score -995752.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -995856.062500 Penalty: 4543.878418
	Iteration 5Q: 3 clusters Score -995856.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -995949.187500 Penalty: 4543.878418
	Iteration 6Q: 3 clusters Score -995949.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -996034.187500 Penalty: 4543.878418
	Iteration 7Q: 3 clusters Score -996034.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -996117.000000 Penalty: 4543.878418
	Iteration 8Q: 3 clusters Score -996117 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -996202.125000 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -996202.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -996287.187500 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -996287.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -996399.375000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -996399.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -996531.250000 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -996531.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -996686.312500 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -996686.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -996880.812500 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -996880.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -997102.000000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -997102 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -997334.062500 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -997334.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -997534.000000 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -997534 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -997726.500000 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -997726.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -997871.687500 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -997871.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -998007.750000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -998007.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -998126.500000 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -998126.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -998203.625000 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -998203.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -998267.875000 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -998267.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -998328.312500 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -998328.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -998373.625000 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -998373.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -998405.062500 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -998405.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -998419.812500 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -998419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -998432.625000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -998432.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -998446.625000 Penalty: 4543.878418
	Iteration 29Q: 3 clusters Score -998446.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -998464.312500 Penalty: 4543.878418
	Iteration 30Q: 3 clusters Score -998464.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -998477.312500 Penalty: 4543.878418
	Iteration 31Q: 3 clusters Score -998477.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -998489.062500 Penalty: 4543.878418
	Iteration 32Q: 3 clusters Score -998489.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -998498.187500 Penalty: 4543.878418
	Iteration 33Q: 3 clusters Score -998498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -998507.062500 Penalty: 4543.878418
	Iteration 34Q: 3 clusters Score -998507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -998507.812500 Penalty: 4543.878418
	Iteration 35Q: 3 clusters Score -998507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -998512.687500 Penalty: 4543.878418
	Iteration 36Q: 3 clusters Score -998512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -998520.437500 Penalty: 4543.878418
	Iteration 37Q: 3 clusters Score -998520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -998527.062500 Penalty: 4543.878418
	Iteration 38Q: 3 clusters Score -998527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -998528.937500 Penalty: 4543.878418
	Iteration 39Q: 3 clusters Score -998528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -998533.687500 Penalty: 4543.878418
	Iteration 40F: 3 clusters Score -998533.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -998536.812500 Penalty: 4543.878418
	Iteration 41Q: 3 clusters Score -998536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -998543.500000 Penalty: 4543.878418
	Iteration 42Q: 3 clusters Score -998543.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -998547.562500 Penalty: 4543.878418
	Iteration 43Q: 3 clusters Score -998547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -998551.625000 Penalty: 4543.878418
	Iteration 44Q: 3 clusters Score -998551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -998556.625000 Penalty: 4543.878418
	Iteration 45Q: 3 clusters Score -998556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -998562.687500 Penalty: 4543.878418
	Iteration 46Q: 3 clusters Score -998562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -998567.062500 Penalty: 4543.878418
	Iteration 47Q: 3 clusters Score -998567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -998570.250000 Penalty: 4543.878418
	Iteration 48Q: 3 clusters Score -998570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -998573.125000 Penalty: 4543.878418
	Iteration 49Q: 3 clusters Score -998573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -998574.500000 Penalty: 4543.878418
	Iteration 50Q: 3 clusters Score -998574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -998577.937500 Penalty: 4543.878418
	Iteration 51Q: 3 clusters Score -998577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -998577.937500 Penalty: 4543.878418
	Iteration 52F: 3 clusters Score -998577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -100326.273438 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -100326.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98335.703125 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -98335.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98604.140625 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -98604.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98685.890625 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -98685.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98728.773438 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -98728.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98758.664062 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -98758.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98770.554688 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -98770.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98780.601562 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -98780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98787.757812 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -98787.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98794.304688 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -98794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98796.023438 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -98796.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98798.882812 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -98798.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98801.906250 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -98801.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98802.789062 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -98802.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98804.070312 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -98804.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98805.109375 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -98805.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98805.109375 Penalty: 3434.119873
	Iteration 15F: 3 clusters Score -98805.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (125880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Entering Unmasked Estep 
Score: -13477716.000000 Penalty: 2912.284912
	Iteration 0F: 2 clusters Score -1.347772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -13393737.000000 Penalty: 5824.569824
	Iteration 0F: 3 clusters Score -1.339374e+07 nChanged 59870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -13427879.000000 Penalty: 5824.569824
	Iteration 1F: 3 clusters Score -1.342788e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -13429012.000000 Penalty: 5824.569824
	Iteration 2Q: 3 clusters Score -1.342901e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -13430502.000000 Penalty: 5824.569824
	Iteration 3Q: 3 clusters Score -1.34305e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -13432749.000000 Penalty: 5824.569824
	Iteration 4Q: 3 clusters Score -1.343275e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -13436219.000000 Penalty: 5824.569824
	Iteration 5Q: 3 clusters Score -1.343622e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -13440758.000000 Penalty: 5824.569824
	Iteration 6F: 3 clusters Score -1.344076e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -13446393.000000 Penalty: 5824.569824
	Iteration 7F: 3 clusters Score -1.344639e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -13452243.000000 Penalty: 5824.569824
	Iteration 8F: 3 clusters Score -1.345224e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -13457267.000000 Penalty: 5824.569824
	Iteration 9F: 3 clusters Score -1.345727e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -13460621.000000 Penalty: 5824.569824
	Iteration 10Q: 3 clusters Score -1.346062e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -13462839.000000 Penalty: 5824.569824
	Iteration 11Q: 3 clusters Score -1.346284e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -13464315.000000 Penalty: 5824.569824
	Iteration 12Q: 3 clusters Score -1.346432e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105252 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -13465345.000000 Penalty: 5824.569824
	Iteration 13Q: 3 clusters Score -1.346534e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -13466293.000000 Penalty: 5824.569824
	Iteration 14Q: 3 clusters Score -1.346629e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -13467280.000000 Penalty: 5824.569824
	Iteration 15Q: 3 clusters Score -1.346728e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -13468203.000000 Penalty: 5824.569824
	Iteration 16Q: 3 clusters Score -1.34682e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -13469203.000000 Penalty: 5824.569824
	Iteration 17Q: 3 clusters Score -1.34692e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -13470144.000000 Penalty: 5824.569824
	Iteration 18Q: 3 clusters Score -1.347014e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117662 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -13471146.000000 Penalty: 5824.569824
	Iteration 19Q: 3 clusters Score -1.347115e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -13471961.000000 Penalty: 5824.569824
	Iteration 20F: 3 clusters Score -1.347196e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -13472800.000000 Penalty: 5824.569824
	Iteration 21Q: 3 clusters Score -1.34728e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -13473367.000000 Penalty: 5824.569824
	Iteration 22Q: 3 clusters Score -1.347337e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13473906.000000 Penalty: 5824.569824
	Iteration 23Q: 3 clusters Score -1.347391e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -13474260.000000 Penalty: 5824.569824
	Iteration 24Q: 3 clusters Score -1.347426e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13474568.000000 Penalty: 5824.569824
	Iteration 25Q: 3 clusters Score -1.347457e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124150 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13474790.000000 Penalty: 5824.569824
	Iteration 26Q: 3 clusters Score -1.347479e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124414 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13474975.000000 Penalty: 5824.569824
	Iteration 27Q: 3 clusters Score -1.347498e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124593 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13475040.000000 Penalty: 5824.569824
	Iteration 28Q: 3 clusters Score -1.347504e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13475074.000000 Penalty: 5824.569824
	Iteration 29Q: 3 clusters Score -1.347507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124823 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13475164.000000 Penalty: 5824.569824
	Iteration 30Q: 3 clusters Score -1.347516e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13475183.000000 Penalty: 5824.569824
	Iteration 31Q: 3 clusters Score -1.347518e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13475246.000000 Penalty: 5824.569824
	Iteration 32Q: 3 clusters Score -1.347525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13475256.000000 Penalty: 5824.569824
	Iteration 33Q: 3 clusters Score -1.347526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13475280.000000 Penalty: 5824.569824
	Iteration 34Q: 3 clusters Score -1.347528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13475285.000000 Penalty: 5824.569824
	Iteration 35Q: 3 clusters Score -1.347528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13475290.000000 Penalty: 5824.569824
	Iteration 36Q: 3 clusters Score -1.347529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125089 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13475308.000000 Penalty: 5824.569824
	Iteration 37Q: 3 clusters Score -1.347531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13475317.000000 Penalty: 5824.569824
	Iteration 38Q: 3 clusters Score -1.347532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13475323.000000 Penalty: 5824.569824
	Iteration 39Q: 3 clusters Score -1.347532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125107 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13475332.000000 Penalty: 5824.569824
	Iteration 40F: 3 clusters Score -1.347533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13475336.000000 Penalty: 5824.569824
	Iteration 41Q: 3 clusters Score -1.347534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13475322.000000 Penalty: 5824.569824
	Iteration 42Q: 3 clusters Score -1.347532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13475324.000000 Penalty: 5824.569824
	Iteration 43Q: 3 clusters Score -1.347532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13475328.000000 Penalty: 5824.569824
	Iteration 44Q: 3 clusters Score -1.347533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13475328.000000 Penalty: 5824.569824
	Iteration 45F: 3 clusters Score -1.347533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Entering Unmasked Estep 
Score: -5770885.000000 Penalty: 2699.880127
	Iteration 0F: 2 clusters Score -5770885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5735042.000000 Penalty: 5399.760254
	Iteration 0F: 3 clusters Score -5735042 nChanged 24587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -5748492.000000 Penalty: 5399.760254
	Iteration 1F: 3 clusters Score -5748492 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -5748988.500000 Penalty: 5399.760254
	Iteration 2Q: 3 clusters Score -5748988 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5749483.000000 Penalty: 5399.760254
	Iteration 3Q: 3 clusters Score -5749483 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5749906.500000 Penalty: 5399.760254
	Iteration 4Q: 3 clusters Score -5749906 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -5750428.000000 Penalty: 5399.760254
	Iteration 5Q: 3 clusters Score -5750428 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5751110.500000 Penalty: 5399.760254
	Iteration 6Q: 3 clusters Score -5751110 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5752028.500000 Penalty: 5399.760254
	Iteration 7Q: 3 clusters Score -5752028 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5753447.000000 Penalty: 5399.760254
	Iteration 8F: 3 clusters Score -5753447 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5755607.500000 Penalty: 5399.760254
	Iteration 9F: 3 clusters Score -5755608 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5758468.500000 Penalty: 5399.760254
	Iteration 10F: 3 clusters Score -5758468 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5761669.000000 Penalty: 5399.760254
	Iteration 11F: 3 clusters Score -5761669 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5764571.500000 Penalty: 5399.760254
	Iteration 12F: 3 clusters Score -5764572 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5766512.500000 Penalty: 5399.760254
	Iteration 13Q: 3 clusters Score -5766512 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -5767382.000000 Penalty: 5399.760254
	Iteration 14Q: 3 clusters Score -5767382 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -5767791.000000 Penalty: 5399.760254
	Iteration 15Q: 3 clusters Score -5767791 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -5768010.500000 Penalty: 5399.760254
	Iteration 16Q: 3 clusters Score -5768010 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5768192.500000 Penalty: 5399.760254
	Iteration 17Q: 3 clusters Score -5768192 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -5768285.000000 Penalty: 5399.760254
	Iteration 18Q: 3 clusters Score -5768285 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5768385.000000 Penalty: 5399.760254
	Iteration 19Q: 3 clusters Score -5768385 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -5768487.000000 Penalty: 5399.760254
	Iteration 20F: 3 clusters Score -5768487 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -5768574.000000 Penalty: 5399.760254
	Iteration 21Q: 3 clusters Score -5768574 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -5768660.000000 Penalty: 5399.760254
	Iteration 22Q: 3 clusters Score -5768660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -5768720.000000 Penalty: 5399.760254
	Iteration 23Q: 3 clusters Score -5768720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -5768757.000000 Penalty: 5399.760254
	Iteration 24Q: 3 clusters Score -5768757 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -5768827.000000 Penalty: 5399.760254
	Iteration 25Q: 3 clusters Score -5768827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -5768872.500000 Penalty: 5399.760254
	Iteration 26Q: 3 clusters Score -5768872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5768897.000000 Penalty: 5399.760254
	Iteration 27Q: 3 clusters Score -5768897 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -5768933.500000 Penalty: 5399.760254
	Iteration 28Q: 3 clusters Score -5768934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -5768950.000000 Penalty: 5399.760254
	Iteration 29Q: 3 clusters Score -5768950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -5768977.000000 Penalty: 5399.760254
	Iteration 30Q: 3 clusters Score -5768977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -5768980.000000 Penalty: 5399.760254
	Iteration 31Q: 3 clusters Score -5768980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -5769006.500000 Penalty: 5399.760254
	Iteration 32Q: 3 clusters Score -5769006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -5769015.500000 Penalty: 5399.760254
	Iteration 33Q: 3 clusters Score -5769016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -5769043.000000 Penalty: 5399.760254
	Iteration 34Q: 3 clusters Score -5769043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -5769059.500000 Penalty: 5399.760254
	Iteration 35Q: 3 clusters Score -5769060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -5769079.500000 Penalty: 5399.760254
	Iteration 36Q: 3 clusters Score -5769080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -5769080.500000 Penalty: 5399.760254
	Iteration 37Q: 3 clusters Score -5769080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -5769089.500000 Penalty: 5399.760254
	Iteration 38Q: 3 clusters Score -5769090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -5769096.000000 Penalty: 5399.760254
	Iteration 39Q: 3 clusters Score -5769096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -5769116.000000 Penalty: 5399.760254
	Iteration 40F: 3 clusters Score -5769116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -5769125.000000 Penalty: 5399.760254
	Iteration 41Q: 3 clusters Score -5769125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5769136.000000 Penalty: 5399.760254
	Iteration 42Q: 3 clusters Score -5769136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -5769137.000000 Penalty: 5399.760254
	Iteration 43Q: 3 clusters Score -5769137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -5769135.500000 Penalty: 5399.760254
	Iteration 44Q: 3 clusters Score -5769136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -5769142.500000 Penalty: 5399.760254
	Iteration 45Q: 3 clusters Score -5769142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -5769146.500000 Penalty: 5399.760254
	Iteration 46Q: 3 clusters Score -5769146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -5769144.500000 Penalty: 5399.760254
	Iteration 47Q: 3 clusters Score -5769144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -5769148.000000 Penalty: 5399.760254
	Iteration 48Q: 3 clusters Score -5769148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -5769159.000000 Penalty: 5399.760254
	Iteration 49Q: 3 clusters Score -5769159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -5769159.000000 Penalty: 5399.760254
	Iteration 50Q: 3 clusters Score -5769159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5769159.000000 Penalty: 5399.760254
	Iteration 51Q: 3 clusters Score -5769159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -5769155.000000 Penalty: 5399.760254
	Iteration 52Q: 3 clusters Score -5769155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -5769163.500000 Penalty: 5399.760254
	Iteration 53Q: 3 clusters Score -5769164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -5769168.500000 Penalty: 5399.760254
	Iteration 54Q: 3 clusters Score -5769168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -5769165.500000 Penalty: 5399.760254
	Iteration 55Q: 3 clusters Score -5769166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -5769169.000000 Penalty: 5399.760254
	Iteration 56Q: 3 clusters Score -5769169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -5769168.500000 Penalty: 5399.760254
	Iteration 57Q: 3 clusters Score -5769168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -5769165.500000 Penalty: 5399.760254
	Iteration 58Q: 3 clusters Score -5769166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -5769172.000000 Penalty: 5399.760254
	Iteration 59Q: 3 clusters Score -5769172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -5769168.000000 Penalty: 5399.760254
	Iteration 60F: 3 clusters Score -5769168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -5769169.000000 Penalty: 5399.760254
	Iteration 61Q: 3 clusters Score -5769169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -5769168.500000 Penalty: 5399.760254
	Iteration 62Q: 3 clusters Score -5769168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -5769168.500000 Penalty: 5399.760254
	Iteration 63F: 3 clusters Score -5769168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -38917.859375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -38917.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37432.226562 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -37432.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37586.664062 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -37586.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37648.156250 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -37648.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37662.894531 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -37662.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37672.703125 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -37672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37676.011719 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -37676.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37679.273438 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -37679.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37682.242188 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -37682.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37682.242188 Penalty: 2995.966309
	Iteration 8F: 3 clusters Score -37682.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 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 154 members 
Entering Unmasked Estep 
Score: -28197.279297 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28197.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28329.423828 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28329.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28364.021484 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28364.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28372.601562 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28384.068359 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28384.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28387.056641 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -28387.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28387.056641 Penalty: 2876.350098
	Iteration 6F: 3 clusters Score -28387.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1481498.125000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -1481498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1471301.625000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -1471302 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1474460.750000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -1474461 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1474913.625000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -1474914 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1475355.125000 Penalty: 4735.325195
	Iteration 3F: 3 clusters Score -1475355 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1475812.125000 Penalty: 4735.325195
	Iteration 4F: 3 clusters Score -1475812 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1476267.750000 Penalty: 4735.325195
	Iteration 5F: 3 clusters Score -1476268 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1476707.625000 Penalty: 4735.325195
	Iteration 6F: 3 clusters Score -1476708 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1477183.000000 Penalty: 4735.325195
	Iteration 7Q: 3 clusters Score -1477183 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1477584.625000 Penalty: 4735.325195
	Iteration 8Q: 3 clusters Score -1477585 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1477912.000000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -1477912 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1478168.000000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -1478168 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1478386.125000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -1478386 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1478562.750000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -1478563 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1478675.625000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -1478676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1478771.000000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -1478771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1478850.250000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -1478850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1478927.375000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -1478927 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1479005.375000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -1479005 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1479073.000000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -1479073 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1479146.875000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -1479147 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1479203.875000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -1479204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1479255.750000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -1479256 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1479312.875000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -1479313 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1479348.500000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -1479348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1479369.500000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -1479370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1479397.000000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -1479397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1479415.250000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -1479415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1479431.625000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -1479432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1479454.500000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -1479454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1479470.625000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -1479471 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1479507.125000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -1479507 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1479535.375000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -1479535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1479556.875000 Penalty: 4735.325195
	Iteration 32Q: 3 clusters Score -1479557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1479573.625000 Penalty: 4735.325195
	Iteration 33Q: 3 clusters Score -1479574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1479588.000000 Penalty: 4735.325195
	Iteration 34Q: 3 clusters Score -1479588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1479599.125000 Penalty: 4735.325195
	Iteration 35Q: 3 clusters Score -1479599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1479603.625000 Penalty: 4735.325195
	Iteration 36Q: 3 clusters Score -1479604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1479609.750000 Penalty: 4735.325195
	Iteration 37Q: 3 clusters Score -1479610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1479615.625000 Penalty: 4735.325195
	Iteration 38Q: 3 clusters Score -1479616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1479618.500000 Penalty: 4735.325195
	Iteration 39Q: 3 clusters Score -1479618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1479621.000000 Penalty: 4735.325195
	Iteration 40F: 3 clusters Score -1479621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1479623.750000 Penalty: 4735.325195
	Iteration 41Q: 3 clusters Score -1479624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1479624.250000 Penalty: 4735.325195
	Iteration 42Q: 3 clusters Score -1479624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1479625.375000 Penalty: 4735.325195
	Iteration 43Q: 3 clusters Score -1479625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1479630.000000 Penalty: 4735.325195
	Iteration 44Q: 3 clusters Score -1479630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1479629.000000 Penalty: 4735.325195
	Iteration 45Q: 3 clusters Score -1479629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1479632.625000 Penalty: 4735.325195
	Iteration 46Q: 3 clusters Score -1479633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1479639.250000 Penalty: 4735.325195
	Iteration 47Q: 3 clusters Score -1479639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1479636.625000 Penalty: 4735.325195
	Iteration 48Q: 3 clusters Score -1479637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1479638.375000 Penalty: 4735.325195
	Iteration 49Q: 3 clusters Score -1479638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1479638.875000 Penalty: 4735.325195
	Iteration 50Q: 3 clusters Score -1479639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1479638.875000 Penalty: 4735.325195
	Iteration 51Q: 3 clusters Score -1479639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1479637.375000 Penalty: 4735.325195
	Iteration 52Q: 3 clusters Score -1479637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1479636.875000 Penalty: 4735.325195
	Iteration 53Q: 3 clusters Score -1479637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1479640.250000 Penalty: 4735.325195
	Iteration 54Q: 3 clusters Score -1479640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1479639.750000 Penalty: 4735.325195
	Iteration 55Q: 3 clusters Score -1479640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1479641.500000 Penalty: 4735.325195
	Iteration 56Q: 3 clusters Score -1479642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1479643.625000 Penalty: 4735.325195
	Iteration 57Q: 3 clusters Score -1479644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1479642.875000 Penalty: 4735.325195
	Iteration 58Q: 3 clusters Score -1479643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1479643.750000 Penalty: 4735.325195
	Iteration 59Q: 3 clusters Score -1479644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1479644.000000 Penalty: 4735.325195
	Iteration 60F: 3 clusters Score -1479644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -46727.128906 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -46727.13 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 260 members 
Entering Unmasked Estep 
Score: -45189.058594 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -45189.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45347.742188 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -45347.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45390.855469 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -45390.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45414.570312 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -45414.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45427.359375 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -45427.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45438.691406 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -45438.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45445.367188 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -45445.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45448.886719 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -45448.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45450.855469 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -45450.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45450.855469 Penalty: 3089.341309
	Iteration 9F: 3 clusters Score -45450.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (64477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Entering Unmasked Estep 
Score: -6595827.000000 Penalty: 2746.367920
	Iteration 0F: 2 clusters Score -6595827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -6552494.000000 Penalty: 5492.735840
	Iteration 0F: 3 clusters Score -6552494 nChanged 30222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -6569454.000000 Penalty: 5492.735840
	Iteration 1F: 3 clusters Score -6569454 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -6570054.000000 Penalty: 5492.735840
	Iteration 2Q: 3 clusters Score -6570054 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -6570702.000000 Penalty: 5492.735840
	Iteration 3Q: 3 clusters Score -6570702 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -6571452.000000 Penalty: 5492.735840
	Iteration 4Q: 3 clusters Score -6571452 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -6572606.500000 Penalty: 5492.735840
	Iteration 5Q: 3 clusters Score -6572606 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -6574436.500000 Penalty: 5492.735840
	Iteration 6F: 3 clusters Score -6574436 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6577401.500000 Penalty: 5492.735840
	Iteration 7F: 3 clusters Score -6577402 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6581482.500000 Penalty: 5492.735840
	Iteration 8F: 3 clusters Score -6581482 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -6586170.500000 Penalty: 5492.735840
	Iteration 9F: 3 clusters Score -6586170 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -6589886.000000 Penalty: 5492.735840
	Iteration 10F: 3 clusters Score -6589886 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -6591968.000000 Penalty: 5492.735840
	Iteration 11Q: 3 clusters Score -6591968 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -6592766.500000 Penalty: 5492.735840
	Iteration 12Q: 3 clusters Score -6592766 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -6593100.000000 Penalty: 5492.735840
	Iteration 13Q: 3 clusters Score -6593100 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -6593288.500000 Penalty: 5492.735840
	Iteration 14Q: 3 clusters Score -6593288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -6593361.000000 Penalty: 5492.735840
	Iteration 15Q: 3 clusters Score -6593361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -6593412.000000 Penalty: 5492.735840
	Iteration 16Q: 3 clusters Score -6593412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -6593427.500000 Penalty: 5492.735840
	Iteration 17Q: 3 clusters Score -6593428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -6593432.000000 Penalty: 5492.735840
	Iteration 18Q: 3 clusters Score -6593432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -6593445.500000 Penalty: 5492.735840
	Iteration 19Q: 3 clusters Score -6593446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -6593450.500000 Penalty: 5492.735840
	Iteration 20F: 3 clusters Score -6593450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -6593453.000000 Penalty: 5492.735840
	Iteration 21Q: 3 clusters Score -6593453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -6593456.500000 Penalty: 5492.735840
	Iteration 22Q: 3 clusters Score -6593456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -6593462.500000 Penalty: 5492.735840
	Iteration 23Q: 3 clusters Score -6593462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -6593460.000000 Penalty: 5492.735840
	Iteration 24Q: 3 clusters Score -6593460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -6593460.000000 Penalty: 5492.735840
	Iteration 25F: 3 clusters Score -6593460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -42944.175781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -42944.18 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 251 members 
Entering Unmasked Estep 
Score: -41467.105469 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -41467.11 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41642.960938 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -41642.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41690.589844 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -41690.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41704.085938 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -41704.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41705.695312 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -41705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41705.695312 Penalty: 3046.450439
	Iteration 5F: 3 clusters Score -41705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 105056 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52597 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23169 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62525 members 
Mstep: Class 12 contains 242994 members 
Mstep: Class 13 contains 28378 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360713 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 335976 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125880 members 
Mstep: Class 22 contains 53456 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14003 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64477 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413280.000000 Penalty: 98863.570312
Iteration 439Q: 29 clusters Score -1.584133e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 104886 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52647 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23170 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62499 members 
Mstep: Class 12 contains 242988 members 
Mstep: Class 13 contains 28379 members 
Mstep: Class 14 contains 10842 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360711 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336067 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125907 members 
Mstep: Class 22 contains 53468 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13998 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64501 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413552.000000 Penalty: 98863.570312
Iteration 440F: 29 clusters Score -1.584136e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 104730 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52680 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23173 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62474 members 
Mstep: Class 12 contains 243007 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360717 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336172 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125928 members 
Mstep: Class 22 contains 53472 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13982 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64519 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413168.000000 Penalty: 98863.570312
Iteration 441Q: 29 clusters Score -1.584132e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 104556 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52710 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23172 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62444 members 
Mstep: Class 12 contains 243068 members 
Mstep: Class 13 contains 28365 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 360759 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336248 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125943 members 
Mstep: Class 22 contains 53464 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13958 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64541 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413056.000000 Penalty: 98863.570312
Iteration 442Q: 29 clusters Score -1.584131e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 104362 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52740 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23171 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62415 members 
Mstep: Class 12 contains 243083 members 
Mstep: Class 13 contains 28363 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 360854 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336322 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125959 members 
Mstep: Class 22 contains 53459 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13942 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64563 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412912.000000 Penalty: 98863.570312
Iteration 443Q: 29 clusters Score -1.584129e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 104176 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52785 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23167 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62387 members 
Mstep: Class 12 contains 243063 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 360967 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336400 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125963 members 
Mstep: Class 22 contains 53460 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64584 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412768.000000 Penalty: 98863.570312
Iteration 444Q: 29 clusters Score -1.584128e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 103994 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52828 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23162 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62355 members 
Mstep: Class 12 contains 243063 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361038 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336506 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125951 members 
Mstep: Class 22 contains 53466 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13922 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64601 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412896.000000 Penalty: 98863.570312
Iteration 445Q: 29 clusters Score -1.584129e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 103815 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52884 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23156 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62327 members 
Mstep: Class 12 contains 243056 members 
Mstep: Class 13 contains 28366 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361088 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336624 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125944 members 
Mstep: Class 22 contains 53469 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13904 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64619 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412768.000000 Penalty: 98863.570312
Iteration 446Q: 29 clusters Score -1.584128e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 103635 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52928 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23156 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62300 members 
Mstep: Class 12 contains 243034 members 
Mstep: Class 13 contains 28375 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361130 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336744 members 
Mstep: Class 19 contains 9552 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125948 members 
Mstep: Class 22 contains 53475 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13892 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64630 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412560.000000 Penalty: 98863.570312
Iteration 447Q: 29 clusters Score -1.584126e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 103455 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52975 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62287 members 
Mstep: Class 12 contains 243021 members 
Mstep: Class 13 contains 28378 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361205 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336835 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125942 members 
Mstep: Class 22 contains 53479 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13886 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64636 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412512.000000 Penalty: 98863.570312
Iteration 448Q: 29 clusters Score -1.584125e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 103287 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53016 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23154 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62251 members 
Mstep: Class 12 contains 242977 members 
Mstep: Class 13 contains 28378 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361314 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 336944 members 
Mstep: Class 19 contains 9561 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125951 members 
Mstep: Class 22 contains 53466 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13877 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64648 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412384.000000 Penalty: 98863.570312
Iteration 449Q: 29 clusters Score -1.584124e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 103122 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53049 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23162 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62206 members 
Mstep: Class 12 contains 242911 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361407 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 337086 members 
Mstep: Class 19 contains 9558 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125960 members 
Mstep: Class 22 contains 53466 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13864 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64663 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412224.000000 Penalty: 98863.570312
Iteration 450Q: 29 clusters Score -1.584122e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102955 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53102 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23162 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62159 members 
Mstep: Class 12 contains 242820 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361484 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 337251 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125966 members 
Mstep: Class 22 contains 53473 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13857 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64682 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412160.000000 Penalty: 98863.570312
Iteration 451Q: 29 clusters Score -1.584122e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102781 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53154 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23169 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62119 members 
Mstep: Class 12 contains 242762 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361528 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 337428 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125968 members 
Mstep: Class 22 contains 53466 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13850 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64695 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412032.000000 Penalty: 98863.570312
Iteration 452Q: 29 clusters Score -1.58412e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102619 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53199 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23171 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62086 members 
Mstep: Class 12 contains 242729 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361536 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 337592 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 125982 members 
Mstep: Class 22 contains 53468 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13836 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64707 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411776.000000 Penalty: 98863.570312
Iteration 453Q: 29 clusters Score -1.584118e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102469 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53225 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23177 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62042 members 
Mstep: Class 12 contains 242723 members 
Mstep: Class 13 contains 28392 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361576 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 337703 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126000 members 
Mstep: Class 22 contains 53463 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13819 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64725 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412128.000000 Penalty: 98863.570312
Iteration 454Q: 29 clusters Score -1.584121e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102343 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53253 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23175 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 62019 members 
Mstep: Class 12 contains 242691 members 
Mstep: Class 13 contains 28395 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361580 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 337851 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126020 members 
Mstep: Class 22 contains 53461 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64728 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412208.000000 Penalty: 98863.570312
Iteration 455Q: 29 clusters Score -1.584122e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102217 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53285 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23171 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61991 members 
Mstep: Class 12 contains 242664 members 
Mstep: Class 13 contains 28401 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361605 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 337977 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126035 members 
Mstep: Class 22 contains 53465 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13789 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64731 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412016.000000 Penalty: 98863.570312
Iteration 456Q: 29 clusters Score -1.58412e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 102104 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53310 members 
Mstep: Class 6 contains 3531 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23162 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61964 members 
Mstep: Class 12 contains 242624 members 
Mstep: Class 13 contains 28402 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361644 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338101 members 
Mstep: Class 19 contains 9547 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126047 members 
Mstep: Class 22 contains 53472 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64730 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411856.000000 Penalty: 98863.570312
Iteration 457Q: 29 clusters Score -1.584119e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 101999 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53336 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23164 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61934 members 
Mstep: Class 12 contains 242584 members 
Mstep: Class 13 contains 28404 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361722 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338171 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126056 members 
Mstep: Class 22 contains 53474 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13771 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64738 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411680.000000 Penalty: 98863.570312
Iteration 458Q: 29 clusters Score -1.584117e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 101899 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53371 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23160 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61902 members 
Mstep: Class 12 contains 242563 members 
Mstep: Class 13 contains 28407 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361759 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338244 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126070 members 
Mstep: Class 22 contains 53473 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13765 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64747 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411936.000000 Penalty: 98863.570312
Iteration 459Q: 29 clusters Score -1.584119e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 101794 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53416 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23152 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61871 members 
Mstep: Class 12 contains 242531 members 
Mstep: Class 13 contains 28410 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361820 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338313 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 126078 members 
Mstep: Class 22 contains 53473 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64757 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411904.000000 Penalty: 98863.570312
Iteration 460F: 29 clusters Score -1.584119e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 101681 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53455 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23144 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61847 members 
Mstep: Class 12 contains 242502 members 
Mstep: Class 13 contains 28404 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361837 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338408 members 
Mstep: Class 19 contains 9529 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126111 members 
Mstep: Class 22 contains 53476 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13751 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64769 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411712.000000 Penalty: 98863.570312
Iteration 461Q: 29 clusters Score -1.584117e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 101579 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53498 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23142 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61831 members 
Mstep: Class 12 contains 242462 members 
Mstep: Class 13 contains 28403 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361872 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338464 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126138 members 
Mstep: Class 22 contains 53479 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13749 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64777 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411728.000000 Penalty: 98863.570312
Iteration 462Q: 29 clusters Score -1.584117e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 101473 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53540 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23142 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61811 members 
Mstep: Class 12 contains 242413 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361932 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338509 members 
Mstep: Class 19 contains 9522 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126160 members 
Mstep: Class 22 contains 53483 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13744 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64786 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411920.000000 Penalty: 98863.570312
Iteration 463Q: 29 clusters Score -1.584119e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53585 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23139 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61781 members 
Mstep: Class 12 contains 242377 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 361967 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338572 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126189 members 
Mstep: Class 22 contains 53485 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13742 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64790 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411824.000000 Penalty: 98863.570312
Iteration 464Q: 29 clusters Score -1.584118e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 101258 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53626 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23140 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61772 members 
Mstep: Class 12 contains 242358 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362030 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338577 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126227 members 
Mstep: Class 22 contains 53492 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13734 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64791 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412016.000000 Penalty: 98863.570312
Iteration 465Q: 29 clusters Score -1.58412e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 101143 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53669 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23140 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61756 members 
Mstep: Class 12 contains 242334 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362094 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338592 members 
Mstep: Class 19 contains 9527 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126276 members 
Mstep: Class 22 contains 53495 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13723 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64794 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411600.000000 Penalty: 98863.570312
Iteration 466Q: 29 clusters Score -1.584116e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 101015 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53714 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23142 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61732 members 
Mstep: Class 12 contains 242279 members 
Mstep: Class 13 contains 28413 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362163 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338646 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126309 members 
Mstep: Class 22 contains 53504 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13719 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64796 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411424.000000 Penalty: 98863.570312
Iteration 467Q: 29 clusters Score -1.584114e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100894 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53760 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23141 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61706 members 
Mstep: Class 12 contains 242228 members 
Mstep: Class 13 contains 28417 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362198 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338715 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126349 members 
Mstep: Class 22 contains 53507 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13713 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64799 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411136.000000 Penalty: 98863.570312
Iteration 468Q: 29 clusters Score -1.584111e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 100767 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53796 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23142 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61679 members 
Mstep: Class 12 contains 242199 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362234 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338793 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126387 members 
Mstep: Class 22 contains 53506 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13708 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64798 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411280.000000 Penalty: 98863.570312
Iteration 469Q: 29 clusters Score -1.584113e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100635 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53840 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23138 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61659 members 
Mstep: Class 12 contains 242164 members 
Mstep: Class 13 contains 28417 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362279 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338858 members 
Mstep: Class 19 contains 9532 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126420 members 
Mstep: Class 22 contains 53512 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13710 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64799 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411184.000000 Penalty: 98863.570312
Iteration 470Q: 29 clusters Score -1.584112e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 100510 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53879 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23138 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61641 members 
Mstep: Class 12 contains 242123 members 
Mstep: Class 13 contains 28417 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362318 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 338940 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126457 members 
Mstep: Class 22 contains 53512 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13698 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64802 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410976.000000 Penalty: 98863.570312
Iteration 471Q: 29 clusters Score -1.58411e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100391 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53927 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23136 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61619 members 
Mstep: Class 12 contains 242083 members 
Mstep: Class 13 contains 28418 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362326 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339051 members 
Mstep: Class 19 contains 9522 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126493 members 
Mstep: Class 22 contains 53515 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13681 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64806 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410768.000000 Penalty: 98863.570312
Iteration 472Q: 29 clusters Score -1.584108e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100257 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53975 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23133 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61601 members 
Mstep: Class 12 contains 242065 members 
Mstep: Class 13 contains 28418 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362344 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339133 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126537 members 
Mstep: Class 22 contains 53516 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13671 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64805 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410720.000000 Penalty: 98863.570312
Iteration 473Q: 29 clusters Score -1.584107e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100137 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54003 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23136 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61576 members 
Mstep: Class 12 contains 242035 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 14 contains 10885 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362396 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339197 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126567 members 
Mstep: Class 22 contains 53517 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13671 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64811 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410752.000000 Penalty: 98863.570312
Iteration 474Q: 29 clusters Score -1.584108e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100015 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54043 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23135 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61552 members 
Mstep: Class 12 contains 242016 members 
Mstep: Class 13 contains 28413 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362466 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339238 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126587 members 
Mstep: Class 22 contains 53526 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13661 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64814 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410336.000000 Penalty: 98863.570312
Iteration 475Q: 29 clusters Score -1.584103e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 99891 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54074 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23132 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61521 members 
Mstep: Class 12 contains 241985 members 
Mstep: Class 13 contains 28407 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362523 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339315 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126606 members 
Mstep: Class 22 contains 53539 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13661 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64818 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410336.000000 Penalty: 98863.570312
Iteration 476Q: 29 clusters Score -1.584103e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 99751 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54100 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23129 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61481 members 
Mstep: Class 12 contains 241956 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 10894 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362565 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339407 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126642 members 
Mstep: Class 22 contains 53553 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13653 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64828 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410400.000000 Penalty: 98863.570312
Iteration 477Q: 29 clusters Score -1.584104e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 99612 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54132 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61436 members 
Mstep: Class 12 contains 241925 members 
Mstep: Class 13 contains 28410 members 
Mstep: Class 14 contains 10896 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 362624 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339496 members 
Mstep: Class 19 contains 9478 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126670 members 
Mstep: Class 22 contains 53556 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64839 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410288.000000 Penalty: 98863.570312
Iteration 478Q: 29 clusters Score -1.584103e+08 nChanged 740
Entering ConstructFrom: 
Score: -158410288.000000 Penalty: 98863.570312
Entering ConstructFrom: 
Trying to split cluster 1 (20249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Entering Unmasked Estep 
Score: -2193145.250000 Penalty: 2459.133545
	Iteration 0F: 2 clusters Score -2193145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2178812.000000 Penalty: 4918.267090
	Iteration 0F: 3 clusters Score -2178812 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2183577.250000 Penalty: 4918.267090
	Iteration 1F: 3 clusters Score -2183577 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2183957.000000 Penalty: 4918.267090
	Iteration 2F: 3 clusters Score -2183957 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2184225.500000 Penalty: 4918.267090
	Iteration 3Q: 3 clusters Score -2184226 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2184432.250000 Penalty: 4918.267090
	Iteration 4Q: 3 clusters Score -2184432 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2184595.500000 Penalty: 4918.267090
	Iteration 5Q: 3 clusters Score -2184596 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2184743.750000 Penalty: 4918.267090
	Iteration 6Q: 3 clusters Score -2184744 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2184880.250000 Penalty: 4918.267090
	Iteration 7Q: 3 clusters Score -2184880 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2185010.500000 Penalty: 4918.267090
	Iteration 8Q: 3 clusters Score -2185010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2185156.250000 Penalty: 4918.267090
	Iteration 9Q: 3 clusters Score -2185156 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2185330.500000 Penalty: 4918.267090
	Iteration 10Q: 3 clusters Score -2185330 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2185544.500000 Penalty: 4918.267090
	Iteration 11Q: 3 clusters Score -2185544 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2185802.500000 Penalty: 4918.267090
	Iteration 12Q: 3 clusters Score -2185802 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2186154.250000 Penalty: 4918.267090
	Iteration 13Q: 3 clusters Score -2186154 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2186653.500000 Penalty: 4918.267090
	Iteration 14Q: 3 clusters Score -2186654 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2187365.750000 Penalty: 4918.267090
	Iteration 15F: 3 clusters Score -2187366 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2188150.000000 Penalty: 4918.267090
	Iteration 16F: 3 clusters Score -2188150 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2188874.750000 Penalty: 4918.267090
	Iteration 17F: 3 clusters Score -2188875 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2189350.500000 Penalty: 4918.267090
	Iteration 18Q: 3 clusters Score -2189350 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2189632.500000 Penalty: 4918.267090
	Iteration 19Q: 3 clusters Score -2189632 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2189814.750000 Penalty: 4918.267090
	Iteration 20F: 3 clusters Score -2189815 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2189960.000000 Penalty: 4918.267090
	Iteration 21Q: 3 clusters Score -2189960 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2190095.250000 Penalty: 4918.267090
	Iteration 22Q: 3 clusters Score -2190095 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2190196.750000 Penalty: 4918.267090
	Iteration 23Q: 3 clusters Score -2190197 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2190259.000000 Penalty: 4918.267090
	Iteration 24Q: 3 clusters Score -2190259 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2190318.500000 Penalty: 4918.267090
	Iteration 25Q: 3 clusters Score -2190318 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2190373.000000 Penalty: 4918.267090
	Iteration 26Q: 3 clusters Score -2190373 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2190415.500000 Penalty: 4918.267090
	Iteration 27Q: 3 clusters Score -2190416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2190462.000000 Penalty: 4918.267090
	Iteration 28Q: 3 clusters Score -2190462 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2190495.750000 Penalty: 4918.267090
	Iteration 29Q: 3 clusters Score -2190496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2190531.000000 Penalty: 4918.267090
	Iteration 30Q: 3 clusters Score -2190531 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2190566.500000 Penalty: 4918.267090
	Iteration 31Q: 3 clusters Score -2190566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2190600.250000 Penalty: 4918.267090
	Iteration 32Q: 3 clusters Score -2190600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2190627.250000 Penalty: 4918.267090
	Iteration 33Q: 3 clusters Score -2190627 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2190673.750000 Penalty: 4918.267090
	Iteration 34Q: 3 clusters Score -2190674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2190699.500000 Penalty: 4918.267090
	Iteration 35Q: 3 clusters Score -2190700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2190725.500000 Penalty: 4918.267090
	Iteration 36Q: 3 clusters Score -2190726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2190756.750000 Penalty: 4918.267090
	Iteration 37Q: 3 clusters Score -2190757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2190772.000000 Penalty: 4918.267090
	Iteration 38Q: 3 clusters Score -2190772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2190790.500000 Penalty: 4918.267090
	Iteration 39Q: 3 clusters Score -2190790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2190801.250000 Penalty: 4918.267090
	Iteration 40F: 3 clusters Score -2190801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2190817.750000 Penalty: 4918.267090
	Iteration 41Q: 3 clusters Score -2190818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2190832.500000 Penalty: 4918.267090
	Iteration 42Q: 3 clusters Score -2190832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2190862.750000 Penalty: 4918.267090
	Iteration 43Q: 3 clusters Score -2190863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2190894.000000 Penalty: 4918.267090
	Iteration 44Q: 3 clusters Score -2190894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2190933.250000 Penalty: 4918.267090
	Iteration 45Q: 3 clusters Score -2190933 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2190972.250000 Penalty: 4918.267090
	Iteration 46Q: 3 clusters Score -2190972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2190999.250000 Penalty: 4918.267090
	Iteration 47Q: 3 clusters Score -2190999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2191036.750000 Penalty: 4918.267090
	Iteration 48Q: 3 clusters Score -2191037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2191066.250000 Penalty: 4918.267090
	Iteration 49Q: 3 clusters Score -2191066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2191087.000000 Penalty: 4918.267090
	Iteration 50Q: 3 clusters Score -2191087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2191112.750000 Penalty: 4918.267090
	Iteration 51Q: 3 clusters Score -2191113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2191125.750000 Penalty: 4918.267090
	Iteration 52Q: 3 clusters Score -2191126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2191139.750000 Penalty: 4918.267090
	Iteration 53Q: 3 clusters Score -2191140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2191147.750000 Penalty: 4918.267090
	Iteration 54Q: 3 clusters Score -2191148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2191154.500000 Penalty: 4918.267090
	Iteration 55Q: 3 clusters Score -2191154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2191155.500000 Penalty: 4918.267090
	Iteration 56Q: 3 clusters Score -2191156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2191161.750000 Penalty: 4918.267090
	Iteration 57Q: 3 clusters Score -2191162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2191162.250000 Penalty: 4918.267090
	Iteration 58Q: 3 clusters Score -2191162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2191164.000000 Penalty: 4918.267090
	Iteration 59Q: 3 clusters Score -2191164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2191171.750000 Penalty: 4918.267090
	Iteration 60F: 3 clusters Score -2191172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2191174.750000 Penalty: 4918.267090
	Iteration 61Q: 3 clusters Score -2191175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2191176.250000 Penalty: 4918.267090
	Iteration 62Q: 3 clusters Score -2191176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2191175.000000 Penalty: 4918.267090
	Iteration 63Q: 3 clusters Score -2191175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2191175.000000 Penalty: 4918.267090
	Iteration 64Q: 3 clusters Score -2191175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2191176.750000 Penalty: 4918.267090
	Iteration 65Q: 3 clusters Score -2191177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2191181.250000 Penalty: 4918.267090
	Iteration 66Q: 3 clusters Score -2191181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2191175.750000 Penalty: 4918.267090
	Iteration 67Q: 3 clusters Score -2191176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2191179.750000 Penalty: 4918.267090
	Iteration 68Q: 3 clusters Score -2191180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2191183.500000 Penalty: 4918.267090
	Iteration 69Q: 3 clusters Score -2191184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2191185.500000 Penalty: 4918.267090
	Iteration 70Q: 3 clusters Score -2191186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2191180.750000 Penalty: 4918.267090
	Iteration 71Q: 3 clusters Score -2191181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2191183.500000 Penalty: 4918.267090
	Iteration 72Q: 3 clusters Score -2191184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2191180.250000 Penalty: 4918.267090
	Iteration 73Q: 3 clusters Score -2191180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2191181.500000 Penalty: 4918.267090
	Iteration 74Q: 3 clusters Score -2191182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2191182.750000 Penalty: 4918.267090
	Iteration 75Q: 3 clusters Score -2191183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2191182.750000 Penalty: 4918.267090
	Iteration 76F: 3 clusters Score -2191183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -105508.085938 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -105508.1 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 578 members 
Entering Unmasked Estep 
Score: -103491.187500 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -103491.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103812.625000 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -103812.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103892.656250 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -103892.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103931.632812 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -103931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103956.226562 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -103956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103975.898438 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -103975.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103995.968750 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -103996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104006.046875 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -104006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104011.335938 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -104011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104018.960938 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -104019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104021.656250 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -104021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104027.656250 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -104027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104030.234375 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -104030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104032.335938 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -104032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104033.984375 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -104034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104037.000000 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -104037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104037.460938 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -104037.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104037.960938 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -104038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104037.960938 Penalty: 3471.260742
	Iteration 18F: 3 clusters Score -104038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Entering Unmasked Estep 
Score: -10692976.000000 Penalty: 2853.907471
	Iteration 0F: 2 clusters Score -1.069298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -10626241.000000 Penalty: 5707.814941
	Iteration 0F: 3 clusters Score -1.062624e+07 nChanged 47171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -10653399.000000 Penalty: 5707.814941
	Iteration 1F: 3 clusters Score -1.06534e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -10654469.000000 Penalty: 5707.814941
	Iteration 2Q: 3 clusters Score -1.065447e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -10656070.000000 Penalty: 5707.814941
	Iteration 3Q: 3 clusters Score -1.065607e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -10658601.000000 Penalty: 5707.814941
	Iteration 4F: 3 clusters Score -1.06586e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -10662459.000000 Penalty: 5707.814941
	Iteration 5F: 3 clusters Score -1.066246e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -10667660.000000 Penalty: 5707.814941
	Iteration 6F: 3 clusters Score -1.066766e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -10673783.000000 Penalty: 5707.814941
	Iteration 7F: 3 clusters Score -1.067378e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -10679275.000000 Penalty: 5707.814941
	Iteration 8F: 3 clusters Score -1.067928e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -10682371.000000 Penalty: 5707.814941
	Iteration 9Q: 3 clusters Score -1.068237e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -10683804.000000 Penalty: 5707.814941
	Iteration 10Q: 3 clusters Score -1.06838e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -10684645.000000 Penalty: 5707.814941
	Iteration 11Q: 3 clusters Score -1.068464e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -10685290.000000 Penalty: 5707.814941
	Iteration 12Q: 3 clusters Score -1.068529e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -10685893.000000 Penalty: 5707.814941
	Iteration 13Q: 3 clusters Score -1.068589e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -10686402.000000 Penalty: 5707.814941
	Iteration 14Q: 3 clusters Score -1.06864e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -10686913.000000 Penalty: 5707.814941
	Iteration 15Q: 3 clusters Score -1.068691e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -10687241.000000 Penalty: 5707.814941
	Iteration 16Q: 3 clusters Score -1.068724e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -10687739.000000 Penalty: 5707.814941
	Iteration 17Q: 3 clusters Score -1.068774e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -10688096.000000 Penalty: 5707.814941
	Iteration 18Q: 3 clusters Score -1.06881e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -10688442.000000 Penalty: 5707.814941
	Iteration 19Q: 3 clusters Score -1.068844e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -10688760.000000 Penalty: 5707.814941
	Iteration 20F: 3 clusters Score -1.068876e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -10689003.000000 Penalty: 5707.814941
	Iteration 21Q: 3 clusters Score -1.0689e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -10689249.000000 Penalty: 5707.814941
	Iteration 22Q: 3 clusters Score -1.068925e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
Score: -10689529.000000 Penalty: 5707.814941
	Iteration 23Q: 3 clusters Score -1.068953e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -10689734.000000 Penalty: 5707.814941
	Iteration 24Q: 3 clusters Score -1.068973e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -10689849.000000 Penalty: 5707.814941
	Iteration 25Q: 3 clusters Score -1.068985e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -10690031.000000 Penalty: 5707.814941
	Iteration 26Q: 3 clusters Score -1.069003e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -10690145.000000 Penalty: 5707.814941
	Iteration 27Q: 3 clusters Score -1.069014e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -10690278.000000 Penalty: 5707.814941
	Iteration 28Q: 3 clusters Score -1.069028e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -10690357.000000 Penalty: 5707.814941
	Iteration 29Q: 3 clusters Score -1.069036e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -10690456.000000 Penalty: 5707.814941
	Iteration 30Q: 3 clusters Score -1.069046e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -10690521.000000 Penalty: 5707.814941
	Iteration 31Q: 3 clusters Score -1.069052e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -10690597.000000 Penalty: 5707.814941
	Iteration 32Q: 3 clusters Score -1.06906e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -10690657.000000 Penalty: 5707.814941
	Iteration 33Q: 3 clusters Score -1.069066e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -10690681.000000 Penalty: 5707.814941
	Iteration 34Q: 3 clusters Score -1.069068e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -10690741.000000 Penalty: 5707.814941
	Iteration 35Q: 3 clusters Score -1.069074e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -10690759.000000 Penalty: 5707.814941
	Iteration 36Q: 3 clusters Score -1.069076e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -10690785.000000 Penalty: 5707.814941
	Iteration 37Q: 3 clusters Score -1.069078e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -10690793.000000 Penalty: 5707.814941
	Iteration 38Q: 3 clusters Score -1.069079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -10690812.000000 Penalty: 5707.814941
	Iteration 39Q: 3 clusters Score -1.069081e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -10690827.000000 Penalty: 5707.814941
	Iteration 40F: 3 clusters Score -1.069083e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -10690848.000000 Penalty: 5707.814941
	Iteration 41Q: 3 clusters Score -1.069085e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -10690847.000000 Penalty: 5707.814941
	Iteration 42Q: 3 clusters Score -1.069085e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -10690847.000000 Penalty: 5707.814941
	Iteration 43Q: 3 clusters Score -1.069085e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -10690843.000000 Penalty: 5707.814941
	Iteration 44Q: 3 clusters Score -1.069084e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -10690857.000000 Penalty: 5707.814941
	Iteration 45Q: 3 clusters Score -1.069086e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -10690889.000000 Penalty: 5707.814941
	Iteration 46Q: 3 clusters Score -1.069089e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -10690888.000000 Penalty: 5707.814941
	Iteration 47Q: 3 clusters Score -1.069089e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -10690917.000000 Penalty: 5707.814941
	Iteration 48Q: 3 clusters Score -1.069092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -10690917.000000 Penalty: 5707.814941
	Iteration 49Q: 3 clusters Score -1.069092e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -10690935.000000 Penalty: 5707.814941
	Iteration 50Q: 3 clusters Score -1.069094e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -10690939.000000 Penalty: 5707.814941
	Iteration 51Q: 3 clusters Score -1.069094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -10690951.000000 Penalty: 5707.814941
	Iteration 52Q: 3 clusters Score -1.069095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -10690947.000000 Penalty: 5707.814941
	Iteration 53Q: 3 clusters Score -1.069095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -10690977.000000 Penalty: 5707.814941
	Iteration 54Q: 3 clusters Score -1.069098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -10690970.000000 Penalty: 5707.814941
	Iteration 55Q: 3 clusters Score -1.069097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -10690985.000000 Penalty: 5707.814941
	Iteration 56Q: 3 clusters Score -1.069098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -10691023.000000 Penalty: 5707.814941
	Iteration 57Q: 3 clusters Score -1.069102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -10691032.000000 Penalty: 5707.814941
	Iteration 58Q: 3 clusters Score -1.069103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -10691043.000000 Penalty: 5707.814941
	Iteration 59Q: 3 clusters Score -1.069104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -10691047.000000 Penalty: 5707.814941
	Iteration 60F: 3 clusters Score -1.069105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -10691048.000000 Penalty: 5707.814941
	Iteration 61Q: 3 clusters Score -1.069105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -10691051.000000 Penalty: 5707.814941
	Iteration 62Q: 3 clusters Score -1.069105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -10691053.000000 Penalty: 5707.814941
	Iteration 63Q: 3 clusters Score -1.069105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -10691033.000000 Penalty: 5707.814941
	Iteration 64Q: 3 clusters Score -1.069103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -10691035.000000 Penalty: 5707.814941
	Iteration 65Q: 3 clusters Score -1.069104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -10691032.000000 Penalty: 5707.814941
	Iteration 66Q: 3 clusters Score -1.069103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -10691046.000000 Penalty: 5707.814941
	Iteration 67Q: 3 clusters Score -1.069105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -10691028.000000 Penalty: 5707.814941
	Iteration 68Q: 3 clusters Score -1.069103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -10691028.000000 Penalty: 5707.814941
	Iteration 69F: 3 clusters Score -1.069103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -18210.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -18210.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17054.423828 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -17054.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17068.839844 Penalty: 2675.239258
	Iteration 1Q: 3 clusters Score -17068.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17076.552734 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -17076.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17079.861328 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -17079.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17079.861328 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -17079.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Entering Unmasked Estep 
Score: -5846574.000000 Penalty: 2703.120361
	Iteration 0F: 2 clusters Score -5846574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5810382.500000 Penalty: 5406.240723
	Iteration 0F: 3 clusters Score -5810382 nChanged 25038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5824552.500000 Penalty: 5406.240723
	Iteration 1F: 3 clusters Score -5824552 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -5825808.000000 Penalty: 5406.240723
	Iteration 2F: 3 clusters Score -5825808 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -5827775.000000 Penalty: 5406.240723
	Iteration 3F: 3 clusters Score -5827775 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -5830809.500000 Penalty: 5406.240723
	Iteration 4F: 3 clusters Score -5830810 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5834900.000000 Penalty: 5406.240723
	Iteration 5F: 3 clusters Score -5834900 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5838961.500000 Penalty: 5406.240723
	Iteration 6F: 3 clusters Score -5838962 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5841845.000000 Penalty: 5406.240723
	Iteration 7F: 3 clusters Score -5841845 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -5843299.500000 Penalty: 5406.240723
	Iteration 8Q: 3 clusters Score -5843300 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5843839.000000 Penalty: 5406.240723
	Iteration 9Q: 3 clusters Score -5843839 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -5844135.500000 Penalty: 5406.240723
	Iteration 10Q: 3 clusters Score -5844136 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -5844289.000000 Penalty: 5406.240723
	Iteration 11Q: 3 clusters Score -5844289 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -5844434.500000 Penalty: 5406.240723
	Iteration 12Q: 3 clusters Score -5844434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -5844477.500000 Penalty: 5406.240723
	Iteration 13Q: 3 clusters Score -5844478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5844560.500000 Penalty: 5406.240723
	Iteration 14Q: 3 clusters Score -5844560 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -5844612.000000 Penalty: 5406.240723
	Iteration 15Q: 3 clusters Score -5844612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -5844643.000000 Penalty: 5406.240723
	Iteration 16Q: 3 clusters Score -5844643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -5844690.500000 Penalty: 5406.240723
	Iteration 17Q: 3 clusters Score -5844690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -5844748.500000 Penalty: 5406.240723
	Iteration 18Q: 3 clusters Score -5844748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -5844782.000000 Penalty: 5406.240723
	Iteration 19Q: 3 clusters Score -5844782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -5844777.500000 Penalty: 5406.240723
	Iteration 20F: 3 clusters Score -5844778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -5844792.500000 Penalty: 5406.240723
	Iteration 21Q: 3 clusters Score -5844792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -5844800.000000 Penalty: 5406.240723
	Iteration 22Q: 3 clusters Score -5844800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -5844806.500000 Penalty: 5406.240723
	Iteration 23Q: 3 clusters Score -5844806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -5844819.000000 Penalty: 5406.240723
	Iteration 24Q: 3 clusters Score -5844819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -5844832.000000 Penalty: 5406.240723
	Iteration 25Q: 3 clusters Score -5844832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -5844828.000000 Penalty: 5406.240723
	Iteration 26Q: 3 clusters Score -5844828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -5844853.500000 Penalty: 5406.240723
	Iteration 27Q: 3 clusters Score -5844854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -5844850.000000 Penalty: 5406.240723
	Iteration 28Q: 3 clusters Score -5844850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -5844864.500000 Penalty: 5406.240723
	Iteration 29Q: 3 clusters Score -5844864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -5844865.500000 Penalty: 5406.240723
	Iteration 30Q: 3 clusters Score -5844866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -5844862.500000 Penalty: 5406.240723
	Iteration 31Q: 3 clusters Score -5844862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -5844873.000000 Penalty: 5406.240723
	Iteration 32Q: 3 clusters Score -5844873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -5844873.500000 Penalty: 5406.240723
	Iteration 33Q: 3 clusters Score -5844874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -5844866.000000 Penalty: 5406.240723
	Iteration 34Q: 3 clusters Score -5844866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -5844873.500000 Penalty: 5406.240723
	Iteration 35Q: 3 clusters Score -5844874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -5844871.000000 Penalty: 5406.240723
	Iteration 36Q: 3 clusters Score -5844871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -5844877.500000 Penalty: 5406.240723
	Iteration 37Q: 3 clusters Score -5844878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -5844884.000000 Penalty: 5406.240723
	Iteration 38Q: 3 clusters Score -5844884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -5844899.000000 Penalty: 5406.240723
	Iteration 39Q: 3 clusters Score -5844899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -5844900.500000 Penalty: 5406.240723
	Iteration 40F: 3 clusters Score -5844900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -5844895.500000 Penalty: 5406.240723
	Iteration 41Q: 3 clusters Score -5844896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -5844908.500000 Penalty: 5406.240723
	Iteration 42Q: 3 clusters Score -5844908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -5844908.000000 Penalty: 5406.240723
	Iteration 43Q: 3 clusters Score -5844908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -5844910.000000 Penalty: 5406.240723
	Iteration 44Q: 3 clusters Score -5844910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -5844912.500000 Penalty: 5406.240723
	Iteration 45Q: 3 clusters Score -5844912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -5844904.000000 Penalty: 5406.240723
	Iteration 46Q: 3 clusters Score -5844904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -5844909.000000 Penalty: 5406.240723
	Iteration 47Q: 3 clusters Score -5844909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -5844903.500000 Penalty: 5406.240723
	Iteration 48Q: 3 clusters Score -5844904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -5844906.000000 Penalty: 5406.240723
	Iteration 49Q: 3 clusters Score -5844906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -5844908.500000 Penalty: 5406.240723
	Iteration 50Q: 3 clusters Score -5844908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -5844910.500000 Penalty: 5406.240723
	Iteration 51Q: 3 clusters Score -5844910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -5844908.500000 Penalty: 5406.240723
	Iteration 52Q: 3 clusters Score -5844908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -5844912.500000 Penalty: 5406.240723
	Iteration 53Q: 3 clusters Score -5844912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -5844914.500000 Penalty: 5406.240723
	Iteration 54Q: 3 clusters Score -5844914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -5844910.000000 Penalty: 5406.240723
	Iteration 55Q: 3 clusters Score -5844910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -5844906.500000 Penalty: 5406.240723
	Iteration 56Q: 3 clusters Score -5844906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -5844904.500000 Penalty: 5406.240723
	Iteration 57Q: 3 clusters Score -5844904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -5844901.500000 Penalty: 5406.240723
	Iteration 58Q: 3 clusters Score -5844902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -5844903.500000 Penalty: 5406.240723
	Iteration 59Q: 3 clusters Score -5844904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -5844902.000000 Penalty: 5406.240723
	Iteration 60F: 3 clusters Score -5844902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -5844908.500000 Penalty: 5406.240723
	Iteration 61Q: 3 clusters Score -5844908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -5844908.000000 Penalty: 5406.240723
	Iteration 62Q: 3 clusters Score -5844908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -5844919.000000 Penalty: 5406.240723
	Iteration 63Q: 3 clusters Score -5844919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -5844917.000000 Penalty: 5406.240723
	Iteration 64Q: 3 clusters Score -5844917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -5844914.000000 Penalty: 5406.240723
	Iteration 65Q: 3 clusters Score -5844914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -5844918.000000 Penalty: 5406.240723
	Iteration 66Q: 3 clusters Score -5844918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -5844917.000000 Penalty: 5406.240723
	Iteration 67Q: 3 clusters Score -5844917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -5844922.000000 Penalty: 5406.240723
	Iteration 68Q: 3 clusters Score -5844922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -5844929.000000 Penalty: 5406.240723
	Iteration 69Q: 3 clusters Score -5844929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -5844925.000000 Penalty: 5406.240723
	Iteration 70Q: 3 clusters Score -5844925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -5844925.000000 Penalty: 5406.240723
	Iteration 71F: 3 clusters Score -5844925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -354405.750000 Penalty: 2029.066772
	Iteration 0F: 2 clusters Score -354405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -350757.781250 Penalty: 4058.133545
	Iteration 0F: 3 clusters Score -350757.8 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -351561.687500 Penalty: 4058.133545
	Iteration 1F: 3 clusters Score -351561.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -351750.187500 Penalty: 4058.133545
	Iteration 2F: 3 clusters Score -351750.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -351893.531250 Penalty: 4058.133545
	Iteration 3Q: 3 clusters Score -351893.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -352020.125000 Penalty: 4058.133545
	Iteration 4Q: 3 clusters Score -352020.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352117.562500 Penalty: 4058.133545
	Iteration 5Q: 3 clusters Score -352117.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -352190.000000 Penalty: 4058.133545
	Iteration 6Q: 3 clusters Score -352190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352249.468750 Penalty: 4058.133545
	Iteration 7Q: 3 clusters Score -352249.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -352287.875000 Penalty: 4058.133545
	Iteration 8Q: 3 clusters Score -352287.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -352329.718750 Penalty: 4058.133545
	Iteration 9Q: 3 clusters Score -352329.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -352366.437500 Penalty: 4058.133545
	Iteration 10Q: 3 clusters Score -352366.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -352398.843750 Penalty: 4058.133545
	Iteration 11Q: 3 clusters Score -352398.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -352426.468750 Penalty: 4058.133545
	Iteration 12Q: 3 clusters Score -352426.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -352455.062500 Penalty: 4058.133545
	Iteration 13Q: 3 clusters Score -352455.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352487.250000 Penalty: 4058.133545
	Iteration 14Q: 3 clusters Score -352487.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -352523.343750 Penalty: 4058.133545
	Iteration 15Q: 3 clusters Score -352523.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -352555.125000 Penalty: 4058.133545
	Iteration 16Q: 3 clusters Score -352555.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -352573.312500 Penalty: 4058.133545
	Iteration 17Q: 3 clusters Score -352573.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -352589.500000 Penalty: 4058.133545
	Iteration 18Q: 3 clusters Score -352589.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -352605.437500 Penalty: 4058.133545
	Iteration 19Q: 3 clusters Score -352605.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -352624.593750 Penalty: 4058.133545
	Iteration 20F: 3 clusters Score -352624.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -352640.937500 Penalty: 4058.133545
	Iteration 21Q: 3 clusters Score -352640.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -352655.843750 Penalty: 4058.133545
	Iteration 22Q: 3 clusters Score -352655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -352668.843750 Penalty: 4058.133545
	Iteration 23Q: 3 clusters Score -352668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -352674.031250 Penalty: 4058.133545
	Iteration 24Q: 3 clusters Score -352674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -352680.687500 Penalty: 4058.133545
	Iteration 25Q: 3 clusters Score -352680.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -352684.468750 Penalty: 4058.133545
	Iteration 26Q: 3 clusters Score -352684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -352687.437500 Penalty: 4058.133545
	Iteration 27Q: 3 clusters Score -352687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -352691.343750 Penalty: 4058.133545
	Iteration 28Q: 3 clusters Score -352691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -352695.250000 Penalty: 4058.133545
	Iteration 29Q: 3 clusters Score -352695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -352696.718750 Penalty: 4058.133545
	Iteration 30Q: 3 clusters Score -352696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -352699.156250 Penalty: 4058.133545
	Iteration 31Q: 3 clusters Score -352699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -352700.750000 Penalty: 4058.133545
	Iteration 32Q: 3 clusters Score -352700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -352703.937500 Penalty: 4058.133545
	Iteration 33Q: 3 clusters Score -352703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -352706.218750 Penalty: 4058.133545
	Iteration 34Q: 3 clusters Score -352706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -352706.937500 Penalty: 4058.133545
	Iteration 35Q: 3 clusters Score -352706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -352709.531250 Penalty: 4058.133545
	Iteration 36Q: 3 clusters Score -352709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -352712.281250 Penalty: 4058.133545
	Iteration 37Q: 3 clusters Score -352712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -352717.781250 Penalty: 4058.133545
	Iteration 38Q: 3 clusters Score -352717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -352722.000000 Penalty: 4058.133545
	Iteration 39Q: 3 clusters Score -352722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -352725.781250 Penalty: 4058.133545
	Iteration 40F: 3 clusters Score -352725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -352729.906250 Penalty: 4058.133545
	Iteration 41Q: 3 clusters Score -352729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -352733.093750 Penalty: 4058.133545
	Iteration 42Q: 3 clusters Score -352733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -352735.093750 Penalty: 4058.133545
	Iteration 43Q: 3 clusters Score -352735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -352736.468750 Penalty: 4058.133545
	Iteration 44Q: 3 clusters Score -352736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -352737.843750 Penalty: 4058.133545
	Iteration 45Q: 3 clusters Score -352737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -352737.468750 Penalty: 4058.133545
	Iteration 46Q: 3 clusters Score -352737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -352738.281250 Penalty: 4058.133545
	Iteration 47Q: 3 clusters Score -352738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -352739.781250 Penalty: 4058.133545
	Iteration 48Q: 3 clusters Score -352739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -352744.031250 Penalty: 4058.133545
	Iteration 49Q: 3 clusters Score -352744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -352745.843750 Penalty: 4058.133545
	Iteration 50Q: 3 clusters Score -352745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352747.187500 Penalty: 4058.133545
	Iteration 51Q: 3 clusters Score -352747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -352748.281250 Penalty: 4058.133545
	Iteration 52Q: 3 clusters Score -352748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352748.281250 Penalty: 4058.133545
	Iteration 53Q: 3 clusters Score -352748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -352748.656250 Penalty: 4058.133545
	Iteration 54Q: 3 clusters Score -352748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352750.218750 Penalty: 4058.133545
	Iteration 55Q: 3 clusters Score -352750.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352751.656250 Penalty: 4058.133545
	Iteration 56Q: 3 clusters Score -352751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -352752.781250 Penalty: 4058.133545
	Iteration 57Q: 3 clusters Score -352752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -352752.750000 Penalty: 4058.133545
	Iteration 58Q: 3 clusters Score -352752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -352753.437500 Penalty: 4058.133545
	Iteration 59Q: 3 clusters Score -352753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -352755.187500 Penalty: 4058.133545
	Iteration 60F: 3 clusters Score -352755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -352756.406250 Penalty: 4058.133545
	Iteration 61Q: 3 clusters Score -352756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -352756.406250 Penalty: 4058.133545
	Iteration 62F: 3 clusters Score -352756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -231853.406250 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -231853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229075.734375 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -229075.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -229624.687500 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -229624.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -229783.281250 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -229783.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -229895.000000 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -229895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229960.328125 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -229960.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230009.515625 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -230009.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -230066.390625 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -230066.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230125.281250 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -230125.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -230181.265625 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -230181.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -230228.906250 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -230228.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -230279.296875 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -230279.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230318.375000 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -230318.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -230365.906250 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -230365.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -230417.875000 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -230417.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -230476.390625 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -230476.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230542.890625 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -230542.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230610.640625 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -230610.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -230667.734375 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -230667.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230707.031250 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -230707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -230750.343750 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -230750.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230805.687500 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -230805.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -230871.328125 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -230871.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -230947.046875 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -230947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -231035.796875 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -231035.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -231158.328125 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -231158.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -231289.750000 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -231289.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -231405.062500 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -231405.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -231504.562500 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -231504.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -231582.187500 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -231582.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -231650.015625 Penalty: 3830.228516
	Iteration 29Q: 3 clusters Score -231650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -231675.703125 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -231675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -231684.000000 Penalty: 3830.228516
	Iteration 31Q: 3 clusters Score -231684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -231685.734375 Penalty: 3830.228516
	Iteration 32Q: 3 clusters Score -231685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -231686.062500 Penalty: 3830.228516
	Iteration 33Q: 3 clusters Score -231686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -231687.843750 Penalty: 3830.228516
	Iteration 34Q: 3 clusters Score -231687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -231687.843750 Penalty: 3830.228516
	Iteration 35F: 3 clusters Score -231687.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25876.453125 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -25876.45 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 173 members 
Entering Unmasked Estep 
Score: -24547.511719 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -24547.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24678.439453 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -24678.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24716.177734 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -24716.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24727.777344 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -24727.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24735.996094 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -24736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24738.083984 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -24738.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24738.083984 Penalty: 2865.715576
	Iteration 6F: 3 clusters Score -24738.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Entering Unmasked Estep 
Score: -2502591.250000 Penalty: 2492.123535
	Iteration 0F: 2 clusters Score -2502591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2486446.750000 Penalty: 4984.247070
	Iteration 0F: 3 clusters Score -2486447 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2491886.500000 Penalty: 4984.247070
	Iteration 1F: 3 clusters Score -2491886 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2492272.000000 Penalty: 4984.247070
	Iteration 2F: 3 clusters Score -2492272 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2492601.000000 Penalty: 4984.247070
	Iteration 3Q: 3 clusters Score -2492601 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2492900.000000 Penalty: 4984.247070
	Iteration 4Q: 3 clusters Score -2492900 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2493213.500000 Penalty: 4984.247070
	Iteration 5Q: 3 clusters Score -2493214 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2493647.000000 Penalty: 4984.247070
	Iteration 6Q: 3 clusters Score -2493647 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2494224.750000 Penalty: 4984.247070
	Iteration 7Q: 3 clusters Score -2494225 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2495005.250000 Penalty: 4984.247070
	Iteration 8F: 3 clusters Score -2495005 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2495968.500000 Penalty: 4984.247070
	Iteration 9F: 3 clusters Score -2495968 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2497063.000000 Penalty: 4984.247070
	Iteration 10F: 3 clusters Score -2497063 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2498167.250000 Penalty: 4984.247070
	Iteration 11F: 3 clusters Score -2498167 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2499049.250000 Penalty: 4984.247070
	Iteration 12Q: 3 clusters Score -2499049 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2499480.750000 Penalty: 4984.247070
	Iteration 13Q: 3 clusters Score -2499481 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2499673.000000 Penalty: 4984.247070
	Iteration 14Q: 3 clusters Score -2499673 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2499800.000000 Penalty: 4984.247070
	Iteration 15Q: 3 clusters Score -2499800 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2499899.500000 Penalty: 4984.247070
	Iteration 16Q: 3 clusters Score -2499900 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2499983.000000 Penalty: 4984.247070
	Iteration 17Q: 3 clusters Score -2499983 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2500053.750000 Penalty: 4984.247070
	Iteration 18Q: 3 clusters Score -2500054 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2500120.250000 Penalty: 4984.247070
	Iteration 19Q: 3 clusters Score -2500120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2500164.750000 Penalty: 4984.247070
	Iteration 20F: 3 clusters Score -2500165 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2500209.000000 Penalty: 4984.247070
	Iteration 21Q: 3 clusters Score -2500209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2500242.250000 Penalty: 4984.247070
	Iteration 22Q: 3 clusters Score -2500242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2500282.250000 Penalty: 4984.247070
	Iteration 23Q: 3 clusters Score -2500282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2500309.750000 Penalty: 4984.247070
	Iteration 24Q: 3 clusters Score -2500310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2500356.000000 Penalty: 4984.247070
	Iteration 25Q: 3 clusters Score -2500356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2500390.000000 Penalty: 4984.247070
	Iteration 26Q: 3 clusters Score -2500390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2500437.750000 Penalty: 4984.247070
	Iteration 27Q: 3 clusters Score -2500438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2500476.000000 Penalty: 4984.247070
	Iteration 28Q: 3 clusters Score -2500476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2500508.250000 Penalty: 4984.247070
	Iteration 29Q: 3 clusters Score -2500508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2500535.750000 Penalty: 4984.247070
	Iteration 30Q: 3 clusters Score -2500536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2500551.750000 Penalty: 4984.247070
	Iteration 31Q: 3 clusters Score -2500552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2500577.000000 Penalty: 4984.247070
	Iteration 32Q: 3 clusters Score -2500577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2500592.000000 Penalty: 4984.247070
	Iteration 33Q: 3 clusters Score -2500592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2500609.250000 Penalty: 4984.247070
	Iteration 34Q: 3 clusters Score -2500609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2500624.250000 Penalty: 4984.247070
	Iteration 35Q: 3 clusters Score -2500624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2500650.250000 Penalty: 4984.247070
	Iteration 36Q: 3 clusters Score -2500650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2500664.000000 Penalty: 4984.247070
	Iteration 37Q: 3 clusters Score -2500664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2500680.250000 Penalty: 4984.247070
	Iteration 38Q: 3 clusters Score -2500680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2500690.500000 Penalty: 4984.247070
	Iteration 39Q: 3 clusters Score -2500690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2500704.000000 Penalty: 4984.247070
	Iteration 40F: 3 clusters Score -2500704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2500715.000000 Penalty: 4984.247070
	Iteration 41Q: 3 clusters Score -2500715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2500713.000000 Penalty: 4984.247070
	Iteration 42Q: 3 clusters Score -2500713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2500722.750000 Penalty: 4984.247070
	Iteration 43Q: 3 clusters Score -2500723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2500732.500000 Penalty: 4984.247070
	Iteration 44Q: 3 clusters Score -2500732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2500732.250000 Penalty: 4984.247070
	Iteration 45Q: 3 clusters Score -2500732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2500738.000000 Penalty: 4984.247070
	Iteration 46Q: 3 clusters Score -2500738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2500741.250000 Penalty: 4984.247070
	Iteration 47Q: 3 clusters Score -2500741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2500744.500000 Penalty: 4984.247070
	Iteration 48Q: 3 clusters Score -2500744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2500746.750000 Penalty: 4984.247070
	Iteration 49Q: 3 clusters Score -2500747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2500747.000000 Penalty: 4984.247070
	Iteration 50Q: 3 clusters Score -2500747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2500743.750000 Penalty: 4984.247070
	Iteration 51Q: 3 clusters Score -2500744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2500749.500000 Penalty: 4984.247070
	Iteration 52Q: 3 clusters Score -2500750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2500756.750000 Penalty: 4984.247070
	Iteration 53Q: 3 clusters Score -2500757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2500757.750000 Penalty: 4984.247070
	Iteration 54Q: 3 clusters Score -2500758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2500755.000000 Penalty: 4984.247070
	Iteration 55Q: 3 clusters Score -2500755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2500758.000000 Penalty: 4984.247070
	Iteration 56Q: 3 clusters Score -2500758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2500760.750000 Penalty: 4984.247070
	Iteration 57Q: 3 clusters Score -2500761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2500763.750000 Penalty: 4984.247070
	Iteration 58Q: 3 clusters Score -2500764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2500765.500000 Penalty: 4984.247070
	Iteration 59Q: 3 clusters Score -2500766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2500767.500000 Penalty: 4984.247070
	Iteration 60F: 3 clusters Score -2500768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2500762.750000 Penalty: 4984.247070
	Iteration 61Q: 3 clusters Score -2500763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2500766.750000 Penalty: 4984.247070
	Iteration 62Q: 3 clusters Score -2500767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2500766.250000 Penalty: 4984.247070
	Iteration 63Q: 3 clusters Score -2500766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2500765.000000 Penalty: 4984.247070
	Iteration 64Q: 3 clusters Score -2500765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2500766.250000 Penalty: 4984.247070
	Iteration 65Q: 3 clusters Score -2500766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2500770.500000 Penalty: 4984.247070
	Iteration 66Q: 3 clusters Score -2500770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2500770.500000 Penalty: 4984.247070
	Iteration 67F: 3 clusters Score -2500770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45153.656250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43641.203125 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43641.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43816.609375 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43816.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43865.097656 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -43865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43873.308594 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -43873.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43879.199219 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -43879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43880.507812 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -43880.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43880.507812 Penalty: 3066.314209
	Iteration 6F: 3 clusters Score -43880.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Entering Unmasked Estep 
Score: -6500466.000000 Penalty: 2734.289307
	Iteration 0F: 2 clusters Score -6500466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6459123.000000 Penalty: 5468.578613
	Iteration 0F: 3 clusters Score -6459123 nChanged 28586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -6475090.000000 Penalty: 5468.578613
	Iteration 1F: 3 clusters Score -6475090 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -6475544.000000 Penalty: 5468.578613
	Iteration 2Q: 3 clusters Score -6475544 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6476066.000000 Penalty: 5468.578613
	Iteration 3Q: 3 clusters Score -6476066 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6476620.500000 Penalty: 5468.578613
	Iteration 4Q: 3 clusters Score -6476620 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -6477460.000000 Penalty: 5468.578613
	Iteration 5Q: 3 clusters Score -6477460 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -6478802.000000 Penalty: 5468.578613
	Iteration 6Q: 3 clusters Score -6478802 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -6481083.000000 Penalty: 5468.578613
	Iteration 7F: 3 clusters Score -6481083 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -6484591.500000 Penalty: 5468.578613
	Iteration 8F: 3 clusters Score -6484592 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -6489109.000000 Penalty: 5468.578613
	Iteration 9F: 3 clusters Score -6489109 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6493201.500000 Penalty: 5468.578613
	Iteration 10F: 3 clusters Score -6493202 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6495802.500000 Penalty: 5468.578613
	Iteration 11Q: 3 clusters Score -6495802 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6497055.000000 Penalty: 5468.578613
	Iteration 12Q: 3 clusters Score -6497055 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6497567.000000 Penalty: 5468.578613
	Iteration 13Q: 3 clusters Score -6497567 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6497785.000000 Penalty: 5468.578613
	Iteration 14Q: 3 clusters Score -6497785 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6497895.500000 Penalty: 5468.578613
	Iteration 15Q: 3 clusters Score -6497896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6497970.500000 Penalty: 5468.578613
	Iteration 16Q: 3 clusters Score -6497970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6498014.000000 Penalty: 5468.578613
	Iteration 17Q: 3 clusters Score -6498014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6498052.000000 Penalty: 5468.578613
	Iteration 18Q: 3 clusters Score -6498052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6498056.000000 Penalty: 5468.578613
	Iteration 19Q: 3 clusters Score -6498056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6498079.000000 Penalty: 5468.578613
	Iteration 20F: 3 clusters Score -6498079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6498097.000000 Penalty: 5468.578613
	Iteration 21Q: 3 clusters Score -6498097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6498108.000000 Penalty: 5468.578613
	Iteration 22Q: 3 clusters Score -6498108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6498107.000000 Penalty: 5468.578613
	Iteration 23Q: 3 clusters Score -6498107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6498113.500000 Penalty: 5468.578613
	Iteration 24Q: 3 clusters Score -6498114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6498117.000000 Penalty: 5468.578613
	Iteration 25Q: 3 clusters Score -6498117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6498114.000000 Penalty: 5468.578613
	Iteration 26Q: 3 clusters Score -6498114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6498115.500000 Penalty: 5468.578613
	Iteration 27Q: 3 clusters Score -6498116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6498113.500000 Penalty: 5468.578613
	Iteration 28Q: 3 clusters Score -6498114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6498120.500000 Penalty: 5468.578613
	Iteration 29Q: 3 clusters Score -6498120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6498120.500000 Penalty: 5468.578613
	Iteration 30F: 3 clusters Score -6498120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241904 members 
Entering Unmasked Estep 
Score: -25648714.000000 Penalty: 3074.281494
	Iteration 0F: 2 clusters Score -2.564871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120771 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -25490540.000000 Penalty: 6148.562988
	Iteration 0F: 3 clusters Score -2.549054e+07 nChanged 116702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -25560414.000000 Penalty: 6148.562988
	Iteration 1F: 3 clusters Score -2.556041e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 128223 members 
Entering Unmasked Estep 
Score: -25563190.000000 Penalty: 6148.562988
	Iteration 2Q: 3 clusters Score -2.556319e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 132640 members 
Entering Unmasked Estep 
Score: -25566828.000000 Penalty: 6148.562988
	Iteration 3Q: 3 clusters Score -2.556683e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 138982 members 
Entering Unmasked Estep 
Score: -25571960.000000 Penalty: 6148.562988
	Iteration 4Q: 3 clusters Score -2.557196e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -25578488.000000 Penalty: 6148.562988
	Iteration 5F: 3 clusters Score -2.557849e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -25586288.000000 Penalty: 6148.562988
	Iteration 6F: 3 clusters Score -2.558629e+07 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 170024 members 
Entering Unmasked Estep 
Score: -25595488.000000 Penalty: 6148.562988
	Iteration 7F: 3 clusters Score -2.559549e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 183109 members 
Entering Unmasked Estep 
Score: -25605622.000000 Penalty: 6148.562988
	Iteration 8F: 3 clusters Score -2.560562e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 195585 members 
Entering Unmasked Estep 
Score: -25615806.000000 Penalty: 6148.562988
	Iteration 9F: 3 clusters Score -2.561581e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 206069 members 
Entering Unmasked Estep 
Score: -25624552.000000 Penalty: 6148.562988
	Iteration 10Q: 3 clusters Score -2.562455e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -25631312.000000 Penalty: 6148.562988
	Iteration 11Q: 3 clusters Score -2.563131e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 219170 members 
Entering Unmasked Estep 
Score: -25635556.000000 Penalty: 6148.562988
	Iteration 12Q: 3 clusters Score -2.563556e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 222786 members 
Entering Unmasked Estep 
Score: -25638092.000000 Penalty: 6148.562988
	Iteration 13Q: 3 clusters Score -2.563809e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 225534 members 
Entering Unmasked Estep 
Score: -25639820.000000 Penalty: 6148.562988
	Iteration 14Q: 3 clusters Score -2.563982e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 227688 members 
Entering Unmasked Estep 
Score: -25641026.000000 Penalty: 6148.562988
	Iteration 15Q: 3 clusters Score -2.564103e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 229406 members 
Entering Unmasked Estep 
Score: -25641912.000000 Penalty: 6148.562988
	Iteration 16Q: 3 clusters Score -2.564191e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 230825 members 
Entering Unmasked Estep 
Score: -25642652.000000 Penalty: 6148.562988
	Iteration 17Q: 3 clusters Score -2.564265e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 232072 members 
Entering Unmasked Estep 
Score: -25643264.000000 Penalty: 6148.562988
	Iteration 18Q: 3 clusters Score -2.564326e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 233166 members 
Entering Unmasked Estep 
Score: -25643906.000000 Penalty: 6148.562988
	Iteration 19Q: 3 clusters Score -2.564391e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 234084 members 
Entering Unmasked Estep 
Score: -25644260.000000 Penalty: 6148.562988
	Iteration 20F: 3 clusters Score -2.564426e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 234850 members 
Entering Unmasked Estep 
Score: -25644592.000000 Penalty: 6148.562988
	Iteration 21Q: 3 clusters Score -2.564459e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 235511 members 
Entering Unmasked Estep 
Score: -25644866.000000 Penalty: 6148.562988
	Iteration 22Q: 3 clusters Score -2.564487e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 236072 members 
Entering Unmasked Estep 
Score: -25645124.000000 Penalty: 6148.562988
	Iteration 23Q: 3 clusters Score -2.564512e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 236573 members 
Entering Unmasked Estep 
Score: -25645312.000000 Penalty: 6148.562988
	Iteration 24Q: 3 clusters Score -2.564531e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 236969 members 
Entering Unmasked Estep 
Score: -25645548.000000 Penalty: 6148.562988
	Iteration 25Q: 3 clusters Score -2.564555e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 237300 members 
Entering Unmasked Estep 
Score: -25645698.000000 Penalty: 6148.562988
	Iteration 26Q: 3 clusters Score -2.56457e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 237602 members 
Entering Unmasked Estep 
Score: -25645862.000000 Penalty: 6148.562988
	Iteration 27Q: 3 clusters Score -2.564586e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 237850 members 
Entering Unmasked Estep 
Score: -25646006.000000 Penalty: 6148.562988
	Iteration 28Q: 3 clusters Score -2.564601e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 238049 members 
Entering Unmasked Estep 
Score: -25646134.000000 Penalty: 6148.562988
	Iteration 29Q: 3 clusters Score -2.564613e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 238222 members 
Entering Unmasked Estep 
Score: -25646246.000000 Penalty: 6148.562988
	Iteration 30Q: 3 clusters Score -2.564625e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 238406 members 
Entering Unmasked Estep 
Score: -25646400.000000 Penalty: 6148.562988
	Iteration 31Q: 3 clusters Score -2.56464e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 238552 members 
Entering Unmasked Estep 
Score: -25646504.000000 Penalty: 6148.562988
	Iteration 32Q: 3 clusters Score -2.56465e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 238684 members 
Entering Unmasked Estep 
Score: -25646572.000000 Penalty: 6148.562988
	Iteration 33Q: 3 clusters Score -2.564657e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 238787 members 
Entering Unmasked Estep 
Score: -25646626.000000 Penalty: 6148.562988
	Iteration 34Q: 3 clusters Score -2.564663e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 238897 members 
Entering Unmasked Estep 
Score: -25646708.000000 Penalty: 6148.562988
	Iteration 35Q: 3 clusters Score -2.564671e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 238994 members 
Entering Unmasked Estep 
Score: -25646744.000000 Penalty: 6148.562988
	Iteration 36Q: 3 clusters Score -2.564674e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 239045 members 
Entering Unmasked Estep 
Score: -25646828.000000 Penalty: 6148.562988
	Iteration 37Q: 3 clusters Score -2.564683e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 239094 members 
Entering Unmasked Estep 
Score: -25646866.000000 Penalty: 6148.562988
	Iteration 38Q: 3 clusters Score -2.564687e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 239125 members 
Entering Unmasked Estep 
Score: -25646860.000000 Penalty: 6148.562988
	Iteration 39Q: 3 clusters Score -2.564686e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 239142 members 
Entering Unmasked Estep 
Score: -25646902.000000 Penalty: 6148.562988
	Iteration 40F: 3 clusters Score -2.56469e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 239149 members 
Entering Unmasked Estep 
Score: -25646958.000000 Penalty: 6148.562988
	Iteration 41Q: 3 clusters Score -2.564696e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 239158 members 
Entering Unmasked Estep 
Score: -25646926.000000 Penalty: 6148.562988
	Iteration 42Q: 3 clusters Score -2.564693e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 239154 members 
Entering Unmasked Estep 
Score: -25647006.000000 Penalty: 6148.562988
	Iteration 43Q: 3 clusters Score -2.564701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 239159 members 
Entering Unmasked Estep 
Score: -25647030.000000 Penalty: 6148.562988
	Iteration 44Q: 3 clusters Score -2.564703e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 239160 members 
Entering Unmasked Estep 
Score: -25647046.000000 Penalty: 6148.562988
	Iteration 45Q: 3 clusters Score -2.564705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 239169 members 
Entering Unmasked Estep 
Score: -25647054.000000 Penalty: 6148.562988
	Iteration 46Q: 3 clusters Score -2.564705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 239172 members 
Entering Unmasked Estep 
Score: -25647078.000000 Penalty: 6148.562988
	Iteration 47Q: 3 clusters Score -2.564708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 239178 members 
Entering Unmasked Estep 
Score: -25647064.000000 Penalty: 6148.562988
	Iteration 48Q: 3 clusters Score -2.564706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 239178 members 
Entering Unmasked Estep 
Score: -25647078.000000 Penalty: 6148.562988
	Iteration 49Q: 3 clusters Score -2.564708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 239175 members 
Entering Unmasked Estep 
Score: -25647064.000000 Penalty: 6148.562988
	Iteration 50Q: 3 clusters Score -2.564706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 239175 members 
Entering Unmasked Estep 
Score: -25647060.000000 Penalty: 6148.562988
	Iteration 51Q: 3 clusters Score -2.564706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 239172 members 
Entering Unmasked Estep 
Score: -25647074.000000 Penalty: 6148.562988
	Iteration 52Q: 3 clusters Score -2.564707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 239170 members 
Entering Unmasked Estep 
Score: -25647070.000000 Penalty: 6148.562988
	Iteration 53Q: 3 clusters Score -2.564707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 239169 members 
Entering Unmasked Estep 
Score: -25647078.000000 Penalty: 6148.562988
	Iteration 54Q: 3 clusters Score -2.564708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 239161 members 
Entering Unmasked Estep 
Score: -25647090.000000 Penalty: 6148.562988
	Iteration 55Q: 3 clusters Score -2.564709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 239155 members 
Entering Unmasked Estep 
Score: -25647096.000000 Penalty: 6148.562988
	Iteration 56Q: 3 clusters Score -2.56471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 239155 members 
Entering Unmasked Estep 
Score: -25647108.000000 Penalty: 6148.562988
	Iteration 57Q: 3 clusters Score -2.564711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 239157 members 
Entering Unmasked Estep 
Score: -25647098.000000 Penalty: 6148.562988
	Iteration 58Q: 3 clusters Score -2.56471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 239160 members 
Entering Unmasked Estep 
Score: -25647102.000000 Penalty: 6148.562988
	Iteration 59Q: 3 clusters Score -2.56471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 239161 members 
Entering Unmasked Estep 
Score: -25647104.000000 Penalty: 6148.562988
	Iteration 60F: 3 clusters Score -2.56471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 239159 members 
Entering Unmasked Estep 
Score: -25647096.000000 Penalty: 6148.562988
	Iteration 61Q: 3 clusters Score -2.56471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 239158 members 
Entering Unmasked Estep 
Score: -25647098.000000 Penalty: 6148.562988
	Iteration 62Q: 3 clusters Score -2.56471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 239157 members 
Entering Unmasked Estep 
Score: -25647104.000000 Penalty: 6148.562988
	Iteration 63Q: 3 clusters Score -2.56471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 239157 members 
Entering Unmasked Estep 
Score: -25647104.000000 Penalty: 6148.562988
	Iteration 64F: 3 clusters Score -2.56471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Entering Unmasked Estep 
Score: -2755201.500000 Penalty: 2543.071289
	Iteration 0F: 2 clusters Score -2755202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2735635.000000 Penalty: 5086.142578
	Iteration 0F: 3 clusters Score -2735635 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2742685.500000 Penalty: 5086.142578
	Iteration 1F: 3 clusters Score -2742686 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2743430.750000 Penalty: 5086.142578
	Iteration 2F: 3 clusters Score -2743431 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2744247.500000 Penalty: 5086.142578
	Iteration 3F: 3 clusters Score -2744248 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2745146.500000 Penalty: 5086.142578
	Iteration 4F: 3 clusters Score -2745146 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2746052.750000 Penalty: 5086.142578
	Iteration 5F: 3 clusters Score -2746053 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2746871.250000 Penalty: 5086.142578
	Iteration 6F: 3 clusters Score -2746871 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2747574.250000 Penalty: 5086.142578
	Iteration 7Q: 3 clusters Score -2747574 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2748158.750000 Penalty: 5086.142578
	Iteration 8Q: 3 clusters Score -2748159 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2748659.750000 Penalty: 5086.142578
	Iteration 9Q: 3 clusters Score -2748660 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2749194.250000 Penalty: 5086.142578
	Iteration 10Q: 3 clusters Score -2749194 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2749743.500000 Penalty: 5086.142578
	Iteration 11Q: 3 clusters Score -2749744 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2750301.750000 Penalty: 5086.142578
	Iteration 12Q: 3 clusters Score -2750302 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2750860.250000 Penalty: 5086.142578
	Iteration 13Q: 3 clusters Score -2750860 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2751291.250000 Penalty: 5086.142578
	Iteration 14Q: 3 clusters Score -2751291 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2751593.000000 Penalty: 5086.142578
	Iteration 15Q: 3 clusters Score -2751593 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2751812.250000 Penalty: 5086.142578
	Iteration 16Q: 3 clusters Score -2751812 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2751930.000000 Penalty: 5086.142578
	Iteration 17Q: 3 clusters Score -2751930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2752031.750000 Penalty: 5086.142578
	Iteration 18Q: 3 clusters Score -2752032 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2752094.500000 Penalty: 5086.142578
	Iteration 19Q: 3 clusters Score -2752094 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2752134.750000 Penalty: 5086.142578
	Iteration 20F: 3 clusters Score -2752135 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2752187.000000 Penalty: 5086.142578
	Iteration 21Q: 3 clusters Score -2752187 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2752218.500000 Penalty: 5086.142578
	Iteration 22Q: 3 clusters Score -2752218 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2752234.500000 Penalty: 5086.142578
	Iteration 23Q: 3 clusters Score -2752234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2752253.750000 Penalty: 5086.142578
	Iteration 24Q: 3 clusters Score -2752254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2752269.250000 Penalty: 5086.142578
	Iteration 25Q: 3 clusters Score -2752269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2752285.500000 Penalty: 5086.142578
	Iteration 26Q: 3 clusters Score -2752286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2752303.500000 Penalty: 5086.142578
	Iteration 27Q: 3 clusters Score -2752304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2752307.000000 Penalty: 5086.142578
	Iteration 28Q: 3 clusters Score -2752307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2752330.000000 Penalty: 5086.142578
	Iteration 29Q: 3 clusters Score -2752330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2752332.750000 Penalty: 5086.142578
	Iteration 30Q: 3 clusters Score -2752333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2752344.750000 Penalty: 5086.142578
	Iteration 31Q: 3 clusters Score -2752345 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2752351.000000 Penalty: 5086.142578
	Iteration 32Q: 3 clusters Score -2752351 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2752366.500000 Penalty: 5086.142578
	Iteration 33Q: 3 clusters Score -2752366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2752364.250000 Penalty: 5086.142578
	Iteration 34Q: 3 clusters Score -2752364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2752379.500000 Penalty: 5086.142578
	Iteration 35Q: 3 clusters Score -2752380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2752390.500000 Penalty: 5086.142578
	Iteration 36Q: 3 clusters Score -2752390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2752404.500000 Penalty: 5086.142578
	Iteration 37Q: 3 clusters Score -2752404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2752409.750000 Penalty: 5086.142578
	Iteration 38Q: 3 clusters Score -2752410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2752416.000000 Penalty: 5086.142578
	Iteration 39Q: 3 clusters Score -2752416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2752432.500000 Penalty: 5086.142578
	Iteration 40F: 3 clusters Score -2752432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2752450.000000 Penalty: 5086.142578
	Iteration 41Q: 3 clusters Score -2752450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2752461.500000 Penalty: 5086.142578
	Iteration 42Q: 3 clusters Score -2752462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2752486.750000 Penalty: 5086.142578
	Iteration 43Q: 3 clusters Score -2752487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2752502.750000 Penalty: 5086.142578
	Iteration 44Q: 3 clusters Score -2752503 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2752524.500000 Penalty: 5086.142578
	Iteration 45Q: 3 clusters Score -2752524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2752532.500000 Penalty: 5086.142578
	Iteration 46Q: 3 clusters Score -2752532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2752561.500000 Penalty: 5086.142578
	Iteration 47Q: 3 clusters Score -2752562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2752574.000000 Penalty: 5086.142578
	Iteration 48Q: 3 clusters Score -2752574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2752596.750000 Penalty: 5086.142578
	Iteration 49Q: 3 clusters Score -2752597 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2752628.750000 Penalty: 5086.142578
	Iteration 50Q: 3 clusters Score -2752629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2752637.250000 Penalty: 5086.142578
	Iteration 51Q: 3 clusters Score -2752637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2752660.000000 Penalty: 5086.142578
	Iteration 52Q: 3 clusters Score -2752660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2752677.750000 Penalty: 5086.142578
	Iteration 53Q: 3 clusters Score -2752678 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2752696.750000 Penalty: 5086.142578
	Iteration 54Q: 3 clusters Score -2752697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2752712.750000 Penalty: 5086.142578
	Iteration 55Q: 3 clusters Score -2752713 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2752735.000000 Penalty: 5086.142578
	Iteration 56Q: 3 clusters Score -2752735 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2752760.000000 Penalty: 5086.142578
	Iteration 57Q: 3 clusters Score -2752760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2752775.750000 Penalty: 5086.142578
	Iteration 58Q: 3 clusters Score -2752776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2752795.250000 Penalty: 5086.142578
	Iteration 59Q: 3 clusters Score -2752795 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2752809.500000 Penalty: 5086.142578
	Iteration 60F: 3 clusters Score -2752810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2752827.000000 Penalty: 5086.142578
	Iteration 61Q: 3 clusters Score -2752827 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2752850.250000 Penalty: 5086.142578
	Iteration 62Q: 3 clusters Score -2752850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2752862.000000 Penalty: 5086.142578
	Iteration 63Q: 3 clusters Score -2752862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2752882.500000 Penalty: 5086.142578
	Iteration 64Q: 3 clusters Score -2752882 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2752898.000000 Penalty: 5086.142578
	Iteration 65Q: 3 clusters Score -2752898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2752919.750000 Penalty: 5086.142578
	Iteration 66Q: 3 clusters Score -2752920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2752950.000000 Penalty: 5086.142578
	Iteration 67Q: 3 clusters Score -2752950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2752961.500000 Penalty: 5086.142578
	Iteration 68Q: 3 clusters Score -2752962 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2752995.250000 Penalty: 5086.142578
	Iteration 69Q: 3 clusters Score -2752995 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2753023.250000 Penalty: 5086.142578
	Iteration 70Q: 3 clusters Score -2753023 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2753048.000000 Penalty: 5086.142578
	Iteration 71Q: 3 clusters Score -2753048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2753067.250000 Penalty: 5086.142578
	Iteration 72Q: 3 clusters Score -2753067 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2753117.500000 Penalty: 5086.142578
	Iteration 73Q: 3 clusters Score -2753118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2753151.750000 Penalty: 5086.142578
	Iteration 74Q: 3 clusters Score -2753152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2753168.000000 Penalty: 5086.142578
	Iteration 75Q: 3 clusters Score -2753168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2753195.250000 Penalty: 5086.142578
	Iteration 76Q: 3 clusters Score -2753195 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2753207.000000 Penalty: 5086.142578
	Iteration 77Q: 3 clusters Score -2753207 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2753225.750000 Penalty: 5086.142578
	Iteration 78Q: 3 clusters Score -2753226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2753251.750000 Penalty: 5086.142578
	Iteration 79Q: 3 clusters Score -2753252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2753282.500000 Penalty: 5086.142578
	Iteration 80F: 3 clusters Score -2753282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2753309.750000 Penalty: 5086.142578
	Iteration 81Q: 3 clusters Score -2753310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2753323.000000 Penalty: 5086.142578
	Iteration 82Q: 3 clusters Score -2753323 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2753336.000000 Penalty: 5086.142578
	Iteration 83Q: 3 clusters Score -2753336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2753358.750000 Penalty: 5086.142578
	Iteration 84Q: 3 clusters Score -2753359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2753391.000000 Penalty: 5086.142578
	Iteration 85Q: 3 clusters Score -2753391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2753387.250000 Penalty: 5086.142578
	Iteration 86Q: 3 clusters Score -2753387 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2753413.250000 Penalty: 5086.142578
	Iteration 87Q: 3 clusters Score -2753413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2753422.000000 Penalty: 5086.142578
	Iteration 88Q: 3 clusters Score -2753422 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2753451.500000 Penalty: 5086.142578
	Iteration 89Q: 3 clusters Score -2753452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2753454.500000 Penalty: 5086.142578
	Iteration 90Q: 3 clusters Score -2753454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2753477.250000 Penalty: 5086.142578
	Iteration 91Q: 3 clusters Score -2753477 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2753502.000000 Penalty: 5086.142578
	Iteration 92Q: 3 clusters Score -2753502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2753522.000000 Penalty: 5086.142578
	Iteration 93Q: 3 clusters Score -2753522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2753542.250000 Penalty: 5086.142578
	Iteration 94Q: 3 clusters Score -2753542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2753575.750000 Penalty: 5086.142578
	Iteration 95Q: 3 clusters Score -2753576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2753595.750000 Penalty: 5086.142578
	Iteration 96Q: 3 clusters Score -2753596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2753603.500000 Penalty: 5086.142578
	Iteration 97Q: 3 clusters Score -2753604 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2753630.500000 Penalty: 5086.142578
	Iteration 98Q: 3 clusters Score -2753630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2753658.500000 Penalty: 5086.142578
	Iteration 99Q: 3 clusters Score -2753658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2753662.500000 Penalty: 5086.142578
	Iteration 100F: 3 clusters Score -2753662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2753680.750000 Penalty: 5086.142578
	Iteration 101Q: 3 clusters Score -2753681 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2753702.750000 Penalty: 5086.142578
	Iteration 102Q: 3 clusters Score -2753703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2753724.750000 Penalty: 5086.142578
	Iteration 103Q: 3 clusters Score -2753725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2753745.250000 Penalty: 5086.142578
	Iteration 104Q: 3 clusters Score -2753745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2753769.750000 Penalty: 5086.142578
	Iteration 105Q: 3 clusters Score -2753770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2753798.000000 Penalty: 5086.142578
	Iteration 106Q: 3 clusters Score -2753798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2753809.500000 Penalty: 5086.142578
	Iteration 107Q: 3 clusters Score -2753810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2753824.750000 Penalty: 5086.142578
	Iteration 108Q: 3 clusters Score -2753825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2753821.500000 Penalty: 5086.142578
	Iteration 109Q: 3 clusters Score -2753822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2753823.250000 Penalty: 5086.142578
	Iteration 110Q: 3 clusters Score -2753823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2753841.750000 Penalty: 5086.142578
	Iteration 111Q: 3 clusters Score -2753842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2753858.750000 Penalty: 5086.142578
	Iteration 112Q: 3 clusters Score -2753859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2753864.000000 Penalty: 5086.142578
	Iteration 113Q: 3 clusters Score -2753864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2753875.250000 Penalty: 5086.142578
	Iteration 114Q: 3 clusters Score -2753875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2753886.500000 Penalty: 5086.142578
	Iteration 115Q: 3 clusters Score -2753886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2753891.750000 Penalty: 5086.142578
	Iteration 116Q: 3 clusters Score -2753892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2753896.000000 Penalty: 5086.142578
	Iteration 117Q: 3 clusters Score -2753896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2753905.750000 Penalty: 5086.142578
	Iteration 118Q: 3 clusters Score -2753906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2753916.000000 Penalty: 5086.142578
	Iteration 119Q: 3 clusters Score -2753916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2753917.250000 Penalty: 5086.142578
	Iteration 120F: 3 clusters Score -2753917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2753916.000000 Penalty: 5086.142578
	Iteration 121Q: 3 clusters Score -2753916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2753923.000000 Penalty: 5086.142578
	Iteration 122Q: 3 clusters Score -2753923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2753919.750000 Penalty: 5086.142578
	Iteration 123Q: 3 clusters Score -2753920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2753925.000000 Penalty: 5086.142578
	Iteration 124Q: 3 clusters Score -2753925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2753928.000000 Penalty: 5086.142578
	Iteration 125Q: 3 clusters Score -2753928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2753931.500000 Penalty: 5086.142578
	Iteration 126Q: 3 clusters Score -2753932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2753931.750000 Penalty: 5086.142578
	Iteration 127Q: 3 clusters Score -2753932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2753945.000000 Penalty: 5086.142578
	Iteration 128Q: 3 clusters Score -2753945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2753949.750000 Penalty: 5086.142578
	Iteration 129Q: 3 clusters Score -2753950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2753951.750000 Penalty: 5086.142578
	Iteration 130Q: 3 clusters Score -2753952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2753958.250000 Penalty: 5086.142578
	Iteration 131Q: 3 clusters Score -2753958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2753961.250000 Penalty: 5086.142578
	Iteration 132Q: 3 clusters Score -2753961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2753974.500000 Penalty: 5086.142578
	Iteration 133Q: 3 clusters Score -2753974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2753986.750000 Penalty: 5086.142578
	Iteration 134Q: 3 clusters Score -2753987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2753991.250000 Penalty: 5086.142578
	Iteration 135Q: 3 clusters Score -2753991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2753994.750000 Penalty: 5086.142578
	Iteration 136Q: 3 clusters Score -2753995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2754007.250000 Penalty: 5086.142578
	Iteration 137Q: 3 clusters Score -2754007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2754011.500000 Penalty: 5086.142578
	Iteration 138Q: 3 clusters Score -2754012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2754024.000000 Penalty: 5086.142578
	Iteration 139Q: 3 clusters Score -2754024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2754034.750000 Penalty: 5086.142578
	Iteration 140F: 3 clusters Score -2754035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2754040.750000 Penalty: 5086.142578
	Iteration 141Q: 3 clusters Score -2754041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2754046.250000 Penalty: 5086.142578
	Iteration 142Q: 3 clusters Score -2754046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2754057.250000 Penalty: 5086.142578
	Iteration 143Q: 3 clusters Score -2754057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -2754064.000000 Penalty: 5086.142578
	Iteration 144Q: 3 clusters Score -2754064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2754071.250000 Penalty: 5086.142578
	Iteration 145Q: 3 clusters Score -2754071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2754076.250000 Penalty: 5086.142578
	Iteration 146Q: 3 clusters Score -2754076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2754084.250000 Penalty: 5086.142578
	Iteration 147Q: 3 clusters Score -2754084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2754090.500000 Penalty: 5086.142578
	Iteration 148Q: 3 clusters Score -2754090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2754094.250000 Penalty: 5086.142578
	Iteration 149Q: 3 clusters Score -2754094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2754098.500000 Penalty: 5086.142578
	Iteration 150Q: 3 clusters Score -2754098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2754117.500000 Penalty: 5086.142578
	Iteration 151Q: 3 clusters Score -2754118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2754122.750000 Penalty: 5086.142578
	Iteration 152Q: 3 clusters Score -2754123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2754127.000000 Penalty: 5086.142578
	Iteration 153Q: 3 clusters Score -2754127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2754142.750000 Penalty: 5086.142578
	Iteration 154Q: 3 clusters Score -2754143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -2754143.250000 Penalty: 5086.142578
	Iteration 155Q: 3 clusters Score -2754143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -2754148.500000 Penalty: 5086.142578
	Iteration 156Q: 3 clusters Score -2754148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -2754153.000000 Penalty: 5086.142578
	Iteration 157Q: 3 clusters Score -2754153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2754151.750000 Penalty: 5086.142578
	Iteration 158Q: 3 clusters Score -2754152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2754162.250000 Penalty: 5086.142578
	Iteration 159Q: 3 clusters Score -2754162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -2754170.500000 Penalty: 5086.142578
	Iteration 160F: 3 clusters Score -2754170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -2754186.000000 Penalty: 5086.142578
	Iteration 161Q: 3 clusters Score -2754186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -2754190.250000 Penalty: 5086.142578
	Iteration 162Q: 3 clusters Score -2754190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -2754196.000000 Penalty: 5086.142578
	Iteration 163Q: 3 clusters Score -2754196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2754198.000000 Penalty: 5086.142578
	Iteration 164Q: 3 clusters Score -2754198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2754200.000000 Penalty: 5086.142578
	Iteration 165Q: 3 clusters Score -2754200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2754203.750000 Penalty: 5086.142578
	Iteration 166Q: 3 clusters Score -2754204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2754203.750000 Penalty: 5086.142578
	Iteration 167Q: 3 clusters Score -2754204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2754200.750000 Penalty: 5086.142578
	Iteration 168Q: 3 clusters Score -2754201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -2754209.000000 Penalty: 5086.142578
	Iteration 169Q: 3 clusters Score -2754209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2754208.250000 Penalty: 5086.142578
	Iteration 170Q: 3 clusters Score -2754208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2754210.250000 Penalty: 5086.142578
	Iteration 171Q: 3 clusters Score -2754210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -2754217.750000 Penalty: 5086.142578
	Iteration 172Q: 3 clusters Score -2754218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2754230.500000 Penalty: 5086.142578
	Iteration 173Q: 3 clusters Score -2754230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2754231.500000 Penalty: 5086.142578
	Iteration 174Q: 3 clusters Score -2754232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2754231.000000 Penalty: 5086.142578
	Iteration 175Q: 3 clusters Score -2754231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2754228.750000 Penalty: 5086.142578
	Iteration 176Q: 3 clusters Score -2754229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2754232.500000 Penalty: 5086.142578
	Iteration 177Q: 3 clusters Score -2754232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2754235.500000 Penalty: 5086.142578
	Iteration 178Q: 3 clusters Score -2754236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2754239.500000 Penalty: 5086.142578
	Iteration 179Q: 3 clusters Score -2754240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2754242.750000 Penalty: 5086.142578
	Iteration 180F: 3 clusters Score -2754243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2754244.000000 Penalty: 5086.142578
	Iteration 181Q: 3 clusters Score -2754244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2754245.500000 Penalty: 5086.142578
	Iteration 182Q: 3 clusters Score -2754246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2754243.250000 Penalty: 5086.142578
	Iteration 183Q: 3 clusters Score -2754243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2754244.750000 Penalty: 5086.142578
	Iteration 184Q: 3 clusters Score -2754245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -2754248.750000 Penalty: 5086.142578
	Iteration 185Q: 3 clusters Score -2754249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2754249.750000 Penalty: 5086.142578
	Iteration 186Q: 3 clusters Score -2754250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2754255.500000 Penalty: 5086.142578
	Iteration 187Q: 3 clusters Score -2754256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2754254.250000 Penalty: 5086.142578
	Iteration 188Q: 3 clusters Score -2754254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2754255.750000 Penalty: 5086.142578
	Iteration 189Q: 3 clusters Score -2754256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2754259.500000 Penalty: 5086.142578
	Iteration 190Q: 3 clusters Score -2754260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2754259.000000 Penalty: 5086.142578
	Iteration 191Q: 3 clusters Score -2754259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2754259.000000 Penalty: 5086.142578
	Iteration 192F: 3 clusters Score -2754259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Entering Unmasked Estep 
Score: -1125803.000000 Penalty: 2305.490967
	Iteration 0F: 2 clusters Score -1125803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1117613.250000 Penalty: 4610.981934
	Iteration 0F: 3 clusters Score -1117613 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1119987.875000 Penalty: 4610.981934
	Iteration 1F: 3 clusters Score -1119988 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1120278.750000 Penalty: 4610.981934
	Iteration 2F: 3 clusters Score -1120279 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1120444.625000 Penalty: 4610.981934
	Iteration 3Q: 3 clusters Score -1120445 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1120568.375000 Penalty: 4610.981934
	Iteration 4Q: 3 clusters Score -1120568 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1120677.250000 Penalty: 4610.981934
	Iteration 5Q: 3 clusters Score -1120677 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1120778.125000 Penalty: 4610.981934
	Iteration 6Q: 3 clusters Score -1120778 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1120861.125000 Penalty: 4610.981934
	Iteration 7Q: 3 clusters Score -1120861 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1120942.250000 Penalty: 4610.981934
	Iteration 8Q: 3 clusters Score -1120942 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1121013.250000 Penalty: 4610.981934
	Iteration 9Q: 3 clusters Score -1121013 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1121082.500000 Penalty: 4610.981934
	Iteration 10Q: 3 clusters Score -1121082 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1121148.875000 Penalty: 4610.981934
	Iteration 11Q: 3 clusters Score -1121149 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1121225.625000 Penalty: 4610.981934
	Iteration 12Q: 3 clusters Score -1121226 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1121310.500000 Penalty: 4610.981934
	Iteration 13Q: 3 clusters Score -1121310 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1121411.875000 Penalty: 4610.981934
	Iteration 14Q: 3 clusters Score -1121412 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1121535.750000 Penalty: 4610.981934
	Iteration 15Q: 3 clusters Score -1121536 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1121684.750000 Penalty: 4610.981934
	Iteration 16Q: 3 clusters Score -1121685 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1121866.250000 Penalty: 4610.981934
	Iteration 17Q: 3 clusters Score -1121866 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1122073.625000 Penalty: 4610.981934
	Iteration 18Q: 3 clusters Score -1122074 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1122294.875000 Penalty: 4610.981934
	Iteration 19Q: 3 clusters Score -1122295 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1122518.875000 Penalty: 4610.981934
	Iteration 20F: 3 clusters Score -1122519 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1122765.250000 Penalty: 4610.981934
	Iteration 21Q: 3 clusters Score -1122765 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1122995.625000 Penalty: 4610.981934
	Iteration 22Q: 3 clusters Score -1122996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1123176.750000 Penalty: 4610.981934
	Iteration 23Q: 3 clusters Score -1123177 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1123322.625000 Penalty: 4610.981934
	Iteration 24Q: 3 clusters Score -1123323 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1123432.625000 Penalty: 4610.981934
	Iteration 25Q: 3 clusters Score -1123433 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1123517.250000 Penalty: 4610.981934
	Iteration 26Q: 3 clusters Score -1123517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1123581.500000 Penalty: 4610.981934
	Iteration 27Q: 3 clusters Score -1123582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1123625.625000 Penalty: 4610.981934
	Iteration 28Q: 3 clusters Score -1123626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1123658.625000 Penalty: 4610.981934
	Iteration 29Q: 3 clusters Score -1123659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1123683.375000 Penalty: 4610.981934
	Iteration 30Q: 3 clusters Score -1123683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1123698.375000 Penalty: 4610.981934
	Iteration 31Q: 3 clusters Score -1123698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1123707.375000 Penalty: 4610.981934
	Iteration 32Q: 3 clusters Score -1123707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1123712.750000 Penalty: 4610.981934
	Iteration 33Q: 3 clusters Score -1123713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1123716.750000 Penalty: 4610.981934
	Iteration 34Q: 3 clusters Score -1123717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1123716.625000 Penalty: 4610.981934
	Iteration 35Q: 3 clusters Score -1123717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1123717.375000 Penalty: 4610.981934
	Iteration 36Q: 3 clusters Score -1123717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1123721.750000 Penalty: 4610.981934
	Iteration 37Q: 3 clusters Score -1123722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1123724.125000 Penalty: 4610.981934
	Iteration 38Q: 3 clusters Score -1123724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1123728.875000 Penalty: 4610.981934
	Iteration 39Q: 3 clusters Score -1123729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1123731.000000 Penalty: 4610.981934
	Iteration 40F: 3 clusters Score -1123731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1123738.750000 Penalty: 4610.981934
	Iteration 41Q: 3 clusters Score -1123739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1123748.625000 Penalty: 4610.981934
	Iteration 42Q: 3 clusters Score -1123749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1123750.625000 Penalty: 4610.981934
	Iteration 43Q: 3 clusters Score -1123751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1123754.750000 Penalty: 4610.981934
	Iteration 44Q: 3 clusters Score -1123755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1123755.750000 Penalty: 4610.981934
	Iteration 45Q: 3 clusters Score -1123756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1123757.875000 Penalty: 4610.981934
	Iteration 46Q: 3 clusters Score -1123758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1123761.125000 Penalty: 4610.981934
	Iteration 47Q: 3 clusters Score -1123761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1123761.875000 Penalty: 4610.981934
	Iteration 48Q: 3 clusters Score -1123762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1123763.625000 Penalty: 4610.981934
	Iteration 49Q: 3 clusters Score -1123764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1123765.625000 Penalty: 4610.981934
	Iteration 50Q: 3 clusters Score -1123766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1123768.250000 Penalty: 4610.981934
	Iteration 51Q: 3 clusters Score -1123768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1123770.125000 Penalty: 4610.981934
	Iteration 52Q: 3 clusters Score -1123770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1123774.375000 Penalty: 4610.981934
	Iteration 53Q: 3 clusters Score -1123774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1123776.375000 Penalty: 4610.981934
	Iteration 54Q: 3 clusters Score -1123776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1123778.125000 Penalty: 4610.981934
	Iteration 55Q: 3 clusters Score -1123778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1123779.875000 Penalty: 4610.981934
	Iteration 56Q: 3 clusters Score -1123780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1123782.000000 Penalty: 4610.981934
	Iteration 57Q: 3 clusters Score -1123782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1123782.000000 Penalty: 4610.981934
	Iteration 58F: 3 clusters Score -1123782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -266219.562500 Penalty: 1988.046997
	Iteration 0F: 2 clusters Score -266219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -262991.531250 Penalty: 3976.093994
	Iteration 0F: 3 clusters Score -262991.5 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -263718.718750 Penalty: 3976.093994
	Iteration 1F: 3 clusters Score -263718.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -263878.656250 Penalty: 3976.093994
	Iteration 2F: 3 clusters Score -263878.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -263970.250000 Penalty: 3976.093994
	Iteration 3Q: 3 clusters Score -263970.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -264037.250000 Penalty: 3976.093994
	Iteration 4Q: 3 clusters Score -264037.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -264083.281250 Penalty: 3976.093994
	Iteration 5Q: 3 clusters Score -264083.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -264125.656250 Penalty: 3976.093994
	Iteration 6Q: 3 clusters Score -264125.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -264160.562500 Penalty: 3976.093994
	Iteration 7Q: 3 clusters Score -264160.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264192.968750 Penalty: 3976.093994
	Iteration 8Q: 3 clusters Score -264193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -264225.156250 Penalty: 3976.093994
	Iteration 9Q: 3 clusters Score -264225.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -264240.531250 Penalty: 3976.093994
	Iteration 10Q: 3 clusters Score -264240.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -264261.656250 Penalty: 3976.093994
	Iteration 11Q: 3 clusters Score -264261.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -264278.687500 Penalty: 3976.093994
	Iteration 12Q: 3 clusters Score -264278.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -264290.437500 Penalty: 3976.093994
	Iteration 13Q: 3 clusters Score -264290.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -264301.843750 Penalty: 3976.093994
	Iteration 14Q: 3 clusters Score -264301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -264310.718750 Penalty: 3976.093994
	Iteration 15Q: 3 clusters Score -264310.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -264319.625000 Penalty: 3976.093994
	Iteration 16Q: 3 clusters Score -264319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -264326.718750 Penalty: 3976.093994
	Iteration 17Q: 3 clusters Score -264326.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -264334.562500 Penalty: 3976.093994
	Iteration 18Q: 3 clusters Score -264334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -264340.250000 Penalty: 3976.093994
	Iteration 19Q: 3 clusters Score -264340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -264341.812500 Penalty: 3976.093994
	Iteration 20F: 3 clusters Score -264341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -264343.718750 Penalty: 3976.093994
	Iteration 21Q: 3 clusters Score -264343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -264343.750000 Penalty: 3976.093994
	Iteration 22Q: 3 clusters Score -264343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -264343.750000 Penalty: 3976.093994
	Iteration 23F: 3 clusters Score -264343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (362655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362655 members 
Entering Unmasked Estep 
Score: -38541176.000000 Penalty: 3174.699463
	Iteration 0F: 2 clusters Score -3.854118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181263 members 
Mstep: Class 2 contains 181392 members 
Entering Unmasked Estep 
Score: -38314540.000000 Penalty: 6349.398926
	Iteration 0F: 3 clusters Score -3.831454e+07 nChanged 176326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181643 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -38419760.000000 Penalty: 6349.398926
	Iteration 1F: 3 clusters Score -3.841976e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -38421320.000000 Penalty: 6349.398926
	Iteration 2Q: 3 clusters Score -3.842132e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 182163 members 
Entering Unmasked Estep 
Score: -38423048.000000 Penalty: 6349.398926
	Iteration 3Q: 3 clusters Score -3.842305e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -38425036.000000 Penalty: 6349.398926
	Iteration 4Q: 3 clusters Score -3.842504e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 184775 members 
Entering Unmasked Estep 
Score: -38427444.000000 Penalty: 6349.398926
	Iteration 5Q: 3 clusters Score -3.842744e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -38430300.000000 Penalty: 6349.398926
	Iteration 6Q: 3 clusters Score -3.84303e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 189951 members 
Entering Unmasked Estep 
Score: -38433872.000000 Penalty: 6349.398926
	Iteration 7Q: 3 clusters Score -3.843387e+07 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -38439540.000000 Penalty: 6349.398926
	Iteration 8Q: 3 clusters Score -3.843954e+07 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 197478 members 
Entering Unmasked Estep 
Score: -38446408.000000 Penalty: 6349.398926
	Iteration 9Q: 3 clusters Score -3.844641e+07 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161434 members 
Mstep: Class 2 contains 201221 members 
Entering Unmasked Estep 
Score: -38457532.000000 Penalty: 6349.398926
	Iteration 10F: 3 clusters Score -3.845753e+07 nChanged 21454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -38472344.000000 Penalty: 6349.398926
	Iteration 11F: 3 clusters Score -3.847234e+07 nChanged 22066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 205255 members 
Entering Unmasked Estep 
Score: -38487400.000000 Penalty: 6349.398926
	Iteration 12F: 3 clusters Score -3.84874e+07 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 205534 members 
Entering Unmasked Estep 
Score: -38495920.000000 Penalty: 6349.398926
	Iteration 13F: 3 clusters Score -3.849592e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 205600 members 
Entering Unmasked Estep 
Score: -38499212.000000 Penalty: 6349.398926
	Iteration 14Q: 3 clusters Score -3.849921e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 205718 members 
Entering Unmasked Estep 
Score: -38501128.000000 Penalty: 6349.398926
	Iteration 15Q: 3 clusters Score -3.850113e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 205835 members 
Entering Unmasked Estep 
Score: -38502924.000000 Penalty: 6349.398926
	Iteration 16Q: 3 clusters Score -3.850292e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 205913 members 
Entering Unmasked Estep 
Score: -38505040.000000 Penalty: 6349.398926
	Iteration 17Q: 3 clusters Score -3.850504e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -38507504.000000 Penalty: 6349.398926
	Iteration 18Q: 3 clusters Score -3.85075e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 205487 members 
Entering Unmasked Estep 
Score: -38510608.000000 Penalty: 6349.398926
	Iteration 19Q: 3 clusters Score -3.851061e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 205134 members 
Entering Unmasked Estep 
Score: -38514720.000000 Penalty: 6349.398926
	Iteration 20F: 3 clusters Score -3.851472e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158137 members 
Mstep: Class 2 contains 204518 members 
Entering Unmasked Estep 
Score: -38518916.000000 Penalty: 6349.398926
	Iteration 21Q: 3 clusters Score -3.851892e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 203709 members 
Entering Unmasked Estep 
Score: -38523732.000000 Penalty: 6349.398926
	Iteration 22Q: 3 clusters Score -3.852373e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 202848 members 
Entering Unmasked Estep 
Score: -38528244.000000 Penalty: 6349.398926
	Iteration 23Q: 3 clusters Score -3.852824e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 201921 members 
Entering Unmasked Estep 
Score: -38532212.000000 Penalty: 6349.398926
	Iteration 24Q: 3 clusters Score -3.853221e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 201197 members 
Entering Unmasked Estep 
Score: -38535492.000000 Penalty: 6349.398926
	Iteration 25Q: 3 clusters Score -3.853549e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 200600 members 
Entering Unmasked Estep 
Score: -38537720.000000 Penalty: 6349.398926
	Iteration 26Q: 3 clusters Score -3.853772e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 199995 members 
Entering Unmasked Estep 
Score: -38539172.000000 Penalty: 6349.398926
	Iteration 27Q: 3 clusters Score -3.853917e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 199323 members 
Entering Unmasked Estep 
Score: -38540320.000000 Penalty: 6349.398926
	Iteration 28Q: 3 clusters Score -3.854032e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 198698 members 
Entering Unmasked Estep 
Score: -38540800.000000 Penalty: 6349.398926
	Iteration 29Q: 3 clusters Score -3.85408e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 198177 members 
Entering Unmasked Estep 
Score: -38541248.000000 Penalty: 6349.398926
	Iteration 30Q: 3 clusters Score -3.854125e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 197690 members 
Entering Unmasked Estep 
Score: -38541392.000000 Penalty: 6349.398926
	Iteration 31Q: 3 clusters Score -3.854139e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165339 members 
Mstep: Class 2 contains 197316 members 
Entering Unmasked Estep 
Score: -38541348.000000 Penalty: 6349.398926
	Iteration 32Q: 3 clusters Score -3.854135e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 196939 members 
Entering Unmasked Estep 
Score: -38541508.000000 Penalty: 6349.398926
	Iteration 33Q: 3 clusters Score -3.854151e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 196525 members 
Entering Unmasked Estep 
Score: -38541516.000000 Penalty: 6349.398926
	Iteration 34Q: 3 clusters Score -3.854152e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 196085 members 
Entering Unmasked Estep 
Score: -38541660.000000 Penalty: 6349.398926
	Iteration 35Q: 3 clusters Score -3.854166e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -38541708.000000 Penalty: 6349.398926
	Iteration 36Q: 3 clusters Score -3.854171e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -38541740.000000 Penalty: 6349.398926
	Iteration 37Q: 3 clusters Score -3.854174e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 194828 members 
Entering Unmasked Estep 
Score: -38541740.000000 Penalty: 6349.398926
	Iteration 38Q: 3 clusters Score -3.854174e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 194468 members 
Entering Unmasked Estep 
Score: -38541832.000000 Penalty: 6349.398926
	Iteration 39Q: 3 clusters Score -3.854183e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 194154 members 
Entering Unmasked Estep 
Score: -38541884.000000 Penalty: 6349.398926
	Iteration 40F: 3 clusters Score -3.854188e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 193787 members 
Entering Unmasked Estep 
Score: -38541844.000000 Penalty: 6349.398926
	Iteration 41Q: 3 clusters Score -3.854184e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 193476 members 
Entering Unmasked Estep 
Score: -38541932.000000 Penalty: 6349.398926
	Iteration 42Q: 3 clusters Score -3.854193e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 193178 members 
Entering Unmasked Estep 
Score: -38541972.000000 Penalty: 6349.398926
	Iteration 43Q: 3 clusters Score -3.854197e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169755 members 
Mstep: Class 2 contains 192900 members 
Entering Unmasked Estep 
Score: -38542032.000000 Penalty: 6349.398926
	Iteration 44Q: 3 clusters Score -3.854203e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 192653 members 
Entering Unmasked Estep 
Score: -38542016.000000 Penalty: 6349.398926
	Iteration 45Q: 3 clusters Score -3.854202e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 192413 members 
Entering Unmasked Estep 
Score: -38542008.000000 Penalty: 6349.398926
	Iteration 46Q: 3 clusters Score -3.854201e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 192173 members 
Entering Unmasked Estep 
Score: -38541992.000000 Penalty: 6349.398926
	Iteration 47Q: 3 clusters Score -3.854199e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170680 members 
Mstep: Class 2 contains 191975 members 
Entering Unmasked Estep 
Score: -38542028.000000 Penalty: 6349.398926
	Iteration 48Q: 3 clusters Score -3.854203e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 191791 members 
Entering Unmasked Estep 
Score: -38542028.000000 Penalty: 6349.398926
	Iteration 49Q: 3 clusters Score -3.854203e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 191620 members 
Entering Unmasked Estep 
Score: -38542080.000000 Penalty: 6349.398926
	Iteration 50Q: 3 clusters Score -3.854208e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 51Q: 3 clusters Score -3.85421e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 191254 members 
Entering Unmasked Estep 
Score: -38542112.000000 Penalty: 6349.398926
	Iteration 52Q: 3 clusters Score -3.854211e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 191070 members 
Entering Unmasked Estep 
Score: -38542124.000000 Penalty: 6349.398926
	Iteration 53Q: 3 clusters Score -3.854212e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171773 members 
Mstep: Class 2 contains 190882 members 
Entering Unmasked Estep 
Score: -38542044.000000 Penalty: 6349.398926
	Iteration 54Q: 3 clusters Score -3.854204e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171983 members 
Mstep: Class 2 contains 190672 members 
Entering Unmasked Estep 
Score: -38542020.000000 Penalty: 6349.398926
	Iteration 55Q: 3 clusters Score -3.854202e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 190449 members 
Entering Unmasked Estep 
Score: -38541988.000000 Penalty: 6349.398926
	Iteration 56Q: 3 clusters Score -3.854199e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 190211 members 
Entering Unmasked Estep 
Score: -38542044.000000 Penalty: 6349.398926
	Iteration 57Q: 3 clusters Score -3.854204e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172712 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -38542000.000000 Penalty: 6349.398926
	Iteration 58Q: 3 clusters Score -3.8542e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 189707 members 
Entering Unmasked Estep 
Score: -38541940.000000 Penalty: 6349.398926
	Iteration 59Q: 3 clusters Score -3.854194e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173177 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -38541964.000000 Penalty: 6349.398926
	Iteration 60F: 3 clusters Score -3.854196e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173406 members 
Mstep: Class 2 contains 189249 members 
Entering Unmasked Estep 
Score: -38542028.000000 Penalty: 6349.398926
	Iteration 61Q: 3 clusters Score -3.854203e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 189003 members 
Entering Unmasked Estep 
Score: -38542052.000000 Penalty: 6349.398926
	Iteration 62Q: 3 clusters Score -3.854205e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 188743 members 
Entering Unmasked Estep 
Score: -38542032.000000 Penalty: 6349.398926
	Iteration 63Q: 3 clusters Score -3.854203e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174125 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -38542056.000000 Penalty: 6349.398926
	Iteration 64Q: 3 clusters Score -3.854206e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 188332 members 
Entering Unmasked Estep 
Score: -38542120.000000 Penalty: 6349.398926
	Iteration 65Q: 3 clusters Score -3.854212e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 188164 members 
Entering Unmasked Estep 
Score: -38542084.000000 Penalty: 6349.398926
	Iteration 66Q: 3 clusters Score -3.854208e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 188011 members 
Entering Unmasked Estep 
Score: -38542072.000000 Penalty: 6349.398926
	Iteration 67Q: 3 clusters Score -3.854207e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174795 members 
Mstep: Class 2 contains 187860 members 
Entering Unmasked Estep 
Score: -38542064.000000 Penalty: 6349.398926
	Iteration 68Q: 3 clusters Score -3.854206e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 187682 members 
Entering Unmasked Estep 
Score: -38542092.000000 Penalty: 6349.398926
	Iteration 69Q: 3 clusters Score -3.854209e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -38542140.000000 Penalty: 6349.398926
	Iteration 70Q: 3 clusters Score -3.854214e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 187374 members 
Entering Unmasked Estep 
Score: -38542128.000000 Penalty: 6349.398926
	Iteration 71Q: 3 clusters Score -3.854213e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 187261 members 
Entering Unmasked Estep 
Score: -38542120.000000 Penalty: 6349.398926
	Iteration 72Q: 3 clusters Score -3.854212e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175531 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -38542116.000000 Penalty: 6349.398926
	Iteration 73Q: 3 clusters Score -3.854212e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175671 members 
Mstep: Class 2 contains 186984 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 74Q: 3 clusters Score -3.85421e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175776 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 75Q: 3 clusters Score -3.85421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -38542152.000000 Penalty: 6349.398926
	Iteration 76Q: 3 clusters Score -3.854215e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 186695 members 
Entering Unmasked Estep 
Score: -38542108.000000 Penalty: 6349.398926
	Iteration 77Q: 3 clusters Score -3.854211e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 186628 members 
Entering Unmasked Estep 
Score: -38542132.000000 Penalty: 6349.398926
	Iteration 78Q: 3 clusters Score -3.854213e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176080 members 
Mstep: Class 2 contains 186575 members 
Entering Unmasked Estep 
Score: -38542172.000000 Penalty: 6349.398926
	Iteration 79Q: 3 clusters Score -3.854217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176116 members 
Mstep: Class 2 contains 186539 members 
Entering Unmasked Estep 
Score: -38542156.000000 Penalty: 6349.398926
	Iteration 80F: 3 clusters Score -3.854216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 186499 members 
Entering Unmasked Estep 
Score: -38542144.000000 Penalty: 6349.398926
	Iteration 81Q: 3 clusters Score -3.854214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 186464 members 
Entering Unmasked Estep 
Score: -38542156.000000 Penalty: 6349.398926
	Iteration 82Q: 3 clusters Score -3.854216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 186431 members 
Entering Unmasked Estep 
Score: -38542168.000000 Penalty: 6349.398926
	Iteration 83Q: 3 clusters Score -3.854217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176252 members 
Mstep: Class 2 contains 186403 members 
Entering Unmasked Estep 
Score: -38542144.000000 Penalty: 6349.398926
	Iteration 84Q: 3 clusters Score -3.854214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176281 members 
Mstep: Class 2 contains 186374 members 
Entering Unmasked Estep 
Score: -38542140.000000 Penalty: 6349.398926
	Iteration 85Q: 3 clusters Score -3.854214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176312 members 
Mstep: Class 2 contains 186343 members 
Entering Unmasked Estep 
Score: -38542144.000000 Penalty: 6349.398926
	Iteration 86Q: 3 clusters Score -3.854214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176339 members 
Mstep: Class 2 contains 186316 members 
Entering Unmasked Estep 
Score: -38542136.000000 Penalty: 6349.398926
	Iteration 87Q: 3 clusters Score -3.854214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176366 members 
Mstep: Class 2 contains 186289 members 
Entering Unmasked Estep 
Score: -38542104.000000 Penalty: 6349.398926
	Iteration 88Q: 3 clusters Score -3.85421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Mstep: Class 2 contains 186256 members 
Entering Unmasked Estep 
Score: -38542080.000000 Penalty: 6349.398926
	Iteration 89Q: 3 clusters Score -3.854208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176435 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -38542116.000000 Penalty: 6349.398926
	Iteration 90Q: 3 clusters Score -3.854212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176473 members 
Mstep: Class 2 contains 186182 members 
Entering Unmasked Estep 
Score: -38542128.000000 Penalty: 6349.398926
	Iteration 91Q: 3 clusters Score -3.854213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176507 members 
Mstep: Class 2 contains 186148 members 
Entering Unmasked Estep 
Score: -38542148.000000 Penalty: 6349.398926
	Iteration 92Q: 3 clusters Score -3.854215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 186125 members 
Entering Unmasked Estep 
Score: -38542112.000000 Penalty: 6349.398926
	Iteration 93Q: 3 clusters Score -3.854211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176551 members 
Mstep: Class 2 contains 186104 members 
Entering Unmasked Estep 
Score: -38542104.000000 Penalty: 6349.398926
	Iteration 94Q: 3 clusters Score -3.85421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 186081 members 
Entering Unmasked Estep 
Score: -38542124.000000 Penalty: 6349.398926
	Iteration 95Q: 3 clusters Score -3.854212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 186050 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 96Q: 3 clusters Score -3.85421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 186024 members 
Entering Unmasked Estep 
Score: -38542120.000000 Penalty: 6349.398926
	Iteration 97Q: 3 clusters Score -3.854212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 186000 members 
Entering Unmasked Estep 
Score: -38542116.000000 Penalty: 6349.398926
	Iteration 98Q: 3 clusters Score -3.854212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 185978 members 
Entering Unmasked Estep 
Score: -38542112.000000 Penalty: 6349.398926
	Iteration 99Q: 3 clusters Score -3.854211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 185958 members 
Entering Unmasked Estep 
Score: -38542112.000000 Penalty: 6349.398926
	Iteration 100F: 3 clusters Score -3.854211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176725 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 101Q: 3 clusters Score -3.85421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 185898 members 
Entering Unmasked Estep 
Score: -38542092.000000 Penalty: 6349.398926
	Iteration 102Q: 3 clusters Score -3.854209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 185874 members 
Entering Unmasked Estep 
Score: -38542100.000000 Penalty: 6349.398926
	Iteration 103Q: 3 clusters Score -3.85421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176804 members 
Mstep: Class 2 contains 185851 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 104Q: 3 clusters Score -3.85421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176826 members 
Mstep: Class 2 contains 185829 members 
Entering Unmasked Estep 
Score: -38542084.000000 Penalty: 6349.398926
	Iteration 105Q: 3 clusters Score -3.854208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176861 members 
Mstep: Class 2 contains 185794 members 
Entering Unmasked Estep 
Score: -38542072.000000 Penalty: 6349.398926
	Iteration 106Q: 3 clusters Score -3.854207e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 185761 members 
Entering Unmasked Estep 
Score: -38542100.000000 Penalty: 6349.398926
	Iteration 107Q: 3 clusters Score -3.85421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 185737 members 
Entering Unmasked Estep 
Score: -38542068.000000 Penalty: 6349.398926
	Iteration 108Q: 3 clusters Score -3.854207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176942 members 
Mstep: Class 2 contains 185713 members 
Entering Unmasked Estep 
Score: -38542092.000000 Penalty: 6349.398926
	Iteration 109Q: 3 clusters Score -3.854209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176958 members 
Mstep: Class 2 contains 185697 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 110Q: 3 clusters Score -3.85421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176969 members 
Mstep: Class 2 contains 185686 members 
Entering Unmasked Estep 
Score: -38542120.000000 Penalty: 6349.398926
	Iteration 111Q: 3 clusters Score -3.854212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176986 members 
Mstep: Class 2 contains 185669 members 
Entering Unmasked Estep 
Score: -38542100.000000 Penalty: 6349.398926
	Iteration 112Q: 3 clusters Score -3.85421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 185656 members 
Entering Unmasked Estep 
Score: -38542108.000000 Penalty: 6349.398926
	Iteration 113Q: 3 clusters Score -3.854211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 185652 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 114Q: 3 clusters Score -3.85421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177009 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -38542096.000000 Penalty: 6349.398926
	Iteration 115Q: 3 clusters Score -3.85421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177016 members 
Mstep: Class 2 contains 185639 members 
Entering Unmasked Estep 
Score: -38542108.000000 Penalty: 6349.398926
	Iteration 116Q: 3 clusters Score -3.854211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -38542112.000000 Penalty: 6349.398926
	Iteration 117Q: 3 clusters Score -3.854211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 185631 members 
Entering Unmasked Estep 
Score: -38542132.000000 Penalty: 6349.398926
	Iteration 118Q: 3 clusters Score -3.854213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177030 members 
Mstep: Class 2 contains 185625 members 
Entering Unmasked Estep 
Score: -38542104.000000 Penalty: 6349.398926
	Iteration 119Q: 3 clusters Score -3.85421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177032 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -38542088.000000 Penalty: 6349.398926
	Iteration 120F: 3 clusters Score -3.854209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177034 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -38542104.000000 Penalty: 6349.398926
	Iteration 121Q: 3 clusters Score -3.85421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -38542100.000000 Penalty: 6349.398926
	Iteration 122Q: 3 clusters Score -3.85421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -38542100.000000 Penalty: 6349.398926
	Iteration 123F: 3 clusters Score -3.85421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 99478 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54159 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61412 members 
Mstep: Class 12 contains 241904 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 10898 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 177035 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339578 members 
Mstep: Class 19 contains 9475 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126708 members 
Mstep: Class 22 contains 53562 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13634 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64849 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 185620 members 
Entering Unmasked Estep 
Score: -158410928.000000 Penalty: 102394.414062
Splitting cluster 16 changes total score from -158410288.000000 to -158410928.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -34432.671875 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -34432.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33056.843750 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -33056.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33176.328125 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -33176.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33209.621094 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -33209.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33237.160156 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -33237.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33239.890625 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -33239.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33239.890625 Penalty: 2927.706055
	Iteration 5F: 3 clusters Score -33239.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (339578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339578 members 
Entering Unmasked Estep 
Score: -36055272.000000 Penalty: 3158.393799
	Iteration 0F: 2 clusters Score -3.605527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -35835068.000000 Penalty: 6316.787598
	Iteration 0F: 3 clusters Score -3.583507e+07 nChanged 164671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170674 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -35932188.000000 Penalty: 6316.787598
	Iteration 1F: 3 clusters Score -3.593219e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -35933064.000000 Penalty: 6316.787598
	Iteration 2Q: 3 clusters Score -3.593306e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173291 members 
Mstep: Class 2 contains 166287 members 
Entering Unmasked Estep 
Score: -35934224.000000 Penalty: 6316.787598
	Iteration 3Q: 3 clusters Score -3.593422e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -35935636.000000 Penalty: 6316.787598
	Iteration 4Q: 3 clusters Score -3.593564e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179863 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -35937756.000000 Penalty: 6316.787598
	Iteration 5Q: 3 clusters Score -3.593776e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186184 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -35941008.000000 Penalty: 6316.787598
	Iteration 6Q: 3 clusters Score -3.594101e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195673 members 
Mstep: Class 2 contains 143905 members 
Entering Unmasked Estep 
Score: -35947048.000000 Penalty: 6316.787598
	Iteration 7Q: 3 clusters Score -3.594705e+07 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208835 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -35957380.000000 Penalty: 6316.787598
	Iteration 8Q: 3 clusters Score -3.595738e+07 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224576 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -35972628.000000 Penalty: 6316.787598
	Iteration 9F: 3 clusters Score -3.597263e+07 nChanged 20928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240046 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -35991028.000000 Penalty: 6316.787598
	Iteration 10F: 3 clusters Score -3.599103e+07 nChanged 19857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251045 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -36006896.000000 Penalty: 6316.787598
	Iteration 11F: 3 clusters Score -3.60069e+07 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257037 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -36018412.000000 Penalty: 6316.787598
	Iteration 12F: 3 clusters Score -3.601841e+07 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259859 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -36024648.000000 Penalty: 6316.787598
	Iteration 13Q: 3 clusters Score -3.602465e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261783 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -36027348.000000 Penalty: 6316.787598
	Iteration 14Q: 3 clusters Score -3.602735e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263570 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -36028796.000000 Penalty: 6316.787598
	Iteration 15Q: 3 clusters Score -3.60288e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265271 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -36029628.000000 Penalty: 6316.787598
	Iteration 16Q: 3 clusters Score -3.602963e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266876 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -36030472.000000 Penalty: 6316.787598
	Iteration 17Q: 3 clusters Score -3.603047e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268335 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -36031420.000000 Penalty: 6316.787598
	Iteration 18Q: 3 clusters Score -3.603142e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269805 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -36032160.000000 Penalty: 6316.787598
	Iteration 19Q: 3 clusters Score -3.603216e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271177 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -36032880.000000 Penalty: 6316.787598
	Iteration 20F: 3 clusters Score -3.603288e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272482 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -36033568.000000 Penalty: 6316.787598
	Iteration 21Q: 3 clusters Score -3.603357e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273817 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -36034316.000000 Penalty: 6316.787598
	Iteration 22Q: 3 clusters Score -3.603432e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275200 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -36034972.000000 Penalty: 6316.787598
	Iteration 23Q: 3 clusters Score -3.603497e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276637 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -36035328.000000 Penalty: 6316.787598
	Iteration 24Q: 3 clusters Score -3.603533e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278081 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -36035772.000000 Penalty: 6316.787598
	Iteration 25Q: 3 clusters Score -3.603577e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279511 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -36036352.000000 Penalty: 6316.787598
	Iteration 26Q: 3 clusters Score -3.603635e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280912 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -36036952.000000 Penalty: 6316.787598
	Iteration 27Q: 3 clusters Score -3.603695e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282306 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -36037456.000000 Penalty: 6316.787598
	Iteration 28Q: 3 clusters Score -3.603746e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283717 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -36037996.000000 Penalty: 6316.787598
	Iteration 29Q: 3 clusters Score -3.6038e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285213 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -36038424.000000 Penalty: 6316.787598
	Iteration 30Q: 3 clusters Score -3.603842e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286843 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -36039020.000000 Penalty: 6316.787598
	Iteration 31Q: 3 clusters Score -3.603902e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288548 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -36039572.000000 Penalty: 6316.787598
	Iteration 32Q: 3 clusters Score -3.603957e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290163 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -36040012.000000 Penalty: 6316.787598
	Iteration 33Q: 3 clusters Score -3.604001e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291810 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -36040368.000000 Penalty: 6316.787598
	Iteration 34Q: 3 clusters Score -3.604037e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293544 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -36040876.000000 Penalty: 6316.787598
	Iteration 35Q: 3 clusters Score -3.604088e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295375 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -36041336.000000 Penalty: 6316.787598
	Iteration 36Q: 3 clusters Score -3.604134e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297207 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -36041912.000000 Penalty: 6316.787598
	Iteration 37Q: 3 clusters Score -3.604191e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299075 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -36042148.000000 Penalty: 6316.787598
	Iteration 38Q: 3 clusters Score -3.604215e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300963 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -36042696.000000 Penalty: 6316.787598
	Iteration 39Q: 3 clusters Score -3.60427e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302918 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -36043252.000000 Penalty: 6316.787598
	Iteration 40F: 3 clusters Score -3.604325e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304833 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -36043660.000000 Penalty: 6316.787598
	Iteration 41Q: 3 clusters Score -3.604366e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306790 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -36044240.000000 Penalty: 6316.787598
	Iteration 42Q: 3 clusters Score -3.604424e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308800 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -36044860.000000 Penalty: 6316.787598
	Iteration 43Q: 3 clusters Score -3.604486e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310864 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -36045392.000000 Penalty: 6316.787598
	Iteration 44Q: 3 clusters Score -3.604539e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313020 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -36046160.000000 Penalty: 6316.787598
	Iteration 45Q: 3 clusters Score -3.604616e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315082 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -36046692.000000 Penalty: 6316.787598
	Iteration 46Q: 3 clusters Score -3.604669e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317082 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -36047380.000000 Penalty: 6316.787598
	Iteration 47Q: 3 clusters Score -3.604738e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319002 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -36047980.000000 Penalty: 6316.787598
	Iteration 48Q: 3 clusters Score -3.604798e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320834 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -36048632.000000 Penalty: 6316.787598
	Iteration 49Q: 3 clusters Score -3.604863e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322589 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -36049168.000000 Penalty: 6316.787598
	Iteration 50Q: 3 clusters Score -3.604917e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324237 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -36049552.000000 Penalty: 6316.787598
	Iteration 51Q: 3 clusters Score -3.604955e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325793 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -36049732.000000 Penalty: 6316.787598
	Iteration 52Q: 3 clusters Score -3.604973e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327250 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -36049916.000000 Penalty: 6316.787598
	Iteration 53Q: 3 clusters Score -3.604992e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328582 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -36050248.000000 Penalty: 6316.787598
	Iteration 54Q: 3 clusters Score -3.605025e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329808 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -36050524.000000 Penalty: 6316.787598
	Iteration 55Q: 3 clusters Score -3.605052e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330895 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -36050748.000000 Penalty: 6316.787598
	Iteration 56Q: 3 clusters Score -3.605075e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331912 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -36050924.000000 Penalty: 6316.787598
	Iteration 57Q: 3 clusters Score -3.605092e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332795 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -36051128.000000 Penalty: 6316.787598
	Iteration 58Q: 3 clusters Score -3.605113e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333562 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -36051276.000000 Penalty: 6316.787598
	Iteration 59Q: 3 clusters Score -3.605128e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334230 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -36051484.000000 Penalty: 6316.787598
	Iteration 60F: 3 clusters Score -3.605148e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334816 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -36051584.000000 Penalty: 6316.787598
	Iteration 61Q: 3 clusters Score -3.605158e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335328 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -36051664.000000 Penalty: 6316.787598
	Iteration 62Q: 3 clusters Score -3.605166e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335746 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -36051748.000000 Penalty: 6316.787598
	Iteration 63Q: 3 clusters Score -3.605175e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336107 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -36051888.000000 Penalty: 6316.787598
	Iteration 64Q: 3 clusters Score -3.605189e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336425 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -36051984.000000 Penalty: 6316.787598
	Iteration 65Q: 3 clusters Score -3.605198e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336680 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -36052012.000000 Penalty: 6316.787598
	Iteration 66Q: 3 clusters Score -3.605201e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336888 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -36052012.000000 Penalty: 6316.787598
	Iteration 67Q: 3 clusters Score -3.605201e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337070 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -36052040.000000 Penalty: 6316.787598
	Iteration 68Q: 3 clusters Score -3.605204e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337221 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -36052128.000000 Penalty: 6316.787598
	Iteration 69Q: 3 clusters Score -3.605213e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337355 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -36052136.000000 Penalty: 6316.787598
	Iteration 70Q: 3 clusters Score -3.605214e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337478 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -36052212.000000 Penalty: 6316.787598
	Iteration 71Q: 3 clusters Score -3.605221e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337585 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -36052220.000000 Penalty: 6316.787598
	Iteration 72Q: 3 clusters Score -3.605222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337672 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -36052260.000000 Penalty: 6316.787598
	Iteration 73Q: 3 clusters Score -3.605226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337741 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -36052280.000000 Penalty: 6316.787598
	Iteration 74Q: 3 clusters Score -3.605228e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337803 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -36052316.000000 Penalty: 6316.787598
	Iteration 75Q: 3 clusters Score -3.605232e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337857 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -36052364.000000 Penalty: 6316.787598
	Iteration 76Q: 3 clusters Score -3.605236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337896 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -36052384.000000 Penalty: 6316.787598
	Iteration 77Q: 3 clusters Score -3.605238e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337935 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -36052416.000000 Penalty: 6316.787598
	Iteration 78Q: 3 clusters Score -3.605242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337970 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -36052432.000000 Penalty: 6316.787598
	Iteration 79Q: 3 clusters Score -3.605243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337997 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -36052444.000000 Penalty: 6316.787598
	Iteration 80F: 3 clusters Score -3.605244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338021 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -36052472.000000 Penalty: 6316.787598
	Iteration 81Q: 3 clusters Score -3.605247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338041 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -36052496.000000 Penalty: 6316.787598
	Iteration 82Q: 3 clusters Score -3.60525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338064 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -36052512.000000 Penalty: 6316.787598
	Iteration 83Q: 3 clusters Score -3.605251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338079 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -36052484.000000 Penalty: 6316.787598
	Iteration 84Q: 3 clusters Score -3.605248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338093 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -36052516.000000 Penalty: 6316.787598
	Iteration 85Q: 3 clusters Score -3.605252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338111 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -36052520.000000 Penalty: 6316.787598
	Iteration 86Q: 3 clusters Score -3.605252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338127 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -36052536.000000 Penalty: 6316.787598
	Iteration 87Q: 3 clusters Score -3.605254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338148 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -36052532.000000 Penalty: 6316.787598
	Iteration 88Q: 3 clusters Score -3.605253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338163 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -36052524.000000 Penalty: 6316.787598
	Iteration 89Q: 3 clusters Score -3.605252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338179 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -36052572.000000 Penalty: 6316.787598
	Iteration 90Q: 3 clusters Score -3.605257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338195 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -36052580.000000 Penalty: 6316.787598
	Iteration 91Q: 3 clusters Score -3.605258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338205 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -36052584.000000 Penalty: 6316.787598
	Iteration 92Q: 3 clusters Score -3.605258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338208 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -36052564.000000 Penalty: 6316.787598
	Iteration 93Q: 3 clusters Score -3.605256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338214 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -36052564.000000 Penalty: 6316.787598
	Iteration 94Q: 3 clusters Score -3.605256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338223 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -36052568.000000 Penalty: 6316.787598
	Iteration 95Q: 3 clusters Score -3.605257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338236 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -36052572.000000 Penalty: 6316.787598
	Iteration 96Q: 3 clusters Score -3.605257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338246 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -36052608.000000 Penalty: 6316.787598
	Iteration 97Q: 3 clusters Score -3.605261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338262 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -36052608.000000 Penalty: 6316.787598
	Iteration 98Q: 3 clusters Score -3.605261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338276 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -36052608.000000 Penalty: 6316.787598
	Iteration 99Q: 3 clusters Score -3.605261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338293 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -36052596.000000 Penalty: 6316.787598
	Iteration 100F: 3 clusters Score -3.60526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338304 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -36052608.000000 Penalty: 6316.787598
	Iteration 101Q: 3 clusters Score -3.605261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -36052616.000000 Penalty: 6316.787598
	Iteration 102Q: 3 clusters Score -3.605262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338320 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -36052624.000000 Penalty: 6316.787598
	Iteration 103Q: 3 clusters Score -3.605262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338325 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -36052620.000000 Penalty: 6316.787598
	Iteration 104Q: 3 clusters Score -3.605262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338329 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -36052620.000000 Penalty: 6316.787598
	Iteration 105Q: 3 clusters Score -3.605262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338337 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -36052596.000000 Penalty: 6316.787598
	Iteration 106Q: 3 clusters Score -3.60526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338351 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -36052600.000000 Penalty: 6316.787598
	Iteration 107Q: 3 clusters Score -3.60526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338358 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -36052604.000000 Penalty: 6316.787598
	Iteration 108Q: 3 clusters Score -3.60526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338364 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -36052624.000000 Penalty: 6316.787598
	Iteration 109Q: 3 clusters Score -3.605262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338368 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -36052624.000000 Penalty: 6316.787598
	Iteration 110Q: 3 clusters Score -3.605262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338375 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -36052628.000000 Penalty: 6316.787598
	Iteration 111Q: 3 clusters Score -3.605263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338383 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -36052636.000000 Penalty: 6316.787598
	Iteration 112Q: 3 clusters Score -3.605264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338386 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -36052624.000000 Penalty: 6316.787598
	Iteration 113Q: 3 clusters Score -3.605262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338392 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -36052644.000000 Penalty: 6316.787598
	Iteration 114Q: 3 clusters Score -3.605264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338398 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -36052632.000000 Penalty: 6316.787598
	Iteration 115Q: 3 clusters Score -3.605263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338402 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -36052640.000000 Penalty: 6316.787598
	Iteration 116Q: 3 clusters Score -3.605264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338405 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -36052652.000000 Penalty: 6316.787598
	Iteration 117Q: 3 clusters Score -3.605265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338408 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -36052620.000000 Penalty: 6316.787598
	Iteration 118Q: 3 clusters Score -3.605262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -36052632.000000 Penalty: 6316.787598
	Iteration 119Q: 3 clusters Score -3.605263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338424 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -36052636.000000 Penalty: 6316.787598
	Iteration 120F: 3 clusters Score -3.605264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338432 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -36052636.000000 Penalty: 6316.787598
	Iteration 121Q: 3 clusters Score -3.605264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338436 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -36052640.000000 Penalty: 6316.787598
	Iteration 122Q: 3 clusters Score -3.605264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338440 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -36052660.000000 Penalty: 6316.787598
	Iteration 123Q: 3 clusters Score -3.605266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338445 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -36052640.000000 Penalty: 6316.787598
	Iteration 124Q: 3 clusters Score -3.605264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338450 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -36052648.000000 Penalty: 6316.787598
	Iteration 125Q: 3 clusters Score -3.605265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338449 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -36052652.000000 Penalty: 6316.787598
	Iteration 126Q: 3 clusters Score -3.605265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338451 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -36052672.000000 Penalty: 6316.787598
	Iteration 127Q: 3 clusters Score -3.605267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338457 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -36052672.000000 Penalty: 6316.787598
	Iteration 128Q: 3 clusters Score -3.605267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338462 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -36052660.000000 Penalty: 6316.787598
	Iteration 129Q: 3 clusters Score -3.605266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338466 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -36052664.000000 Penalty: 6316.787598
	Iteration 130Q: 3 clusters Score -3.605266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338469 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -36052668.000000 Penalty: 6316.787598
	Iteration 131Q: 3 clusters Score -3.605267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338471 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -36052668.000000 Penalty: 6316.787598
	Iteration 132Q: 3 clusters Score -3.605267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338474 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -36052684.000000 Penalty: 6316.787598
	Iteration 133Q: 3 clusters Score -3.605268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338477 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -36052688.000000 Penalty: 6316.787598
	Iteration 134Q: 3 clusters Score -3.605269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338479 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -36052676.000000 Penalty: 6316.787598
	Iteration 135Q: 3 clusters Score -3.605268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338482 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -36052668.000000 Penalty: 6316.787598
	Iteration 136Q: 3 clusters Score -3.605267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338484 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -36052676.000000 Penalty: 6316.787598
	Iteration 137Q: 3 clusters Score -3.605268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338491 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -36052700.000000 Penalty: 6316.787598
	Iteration 138Q: 3 clusters Score -3.60527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338496 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -36052684.000000 Penalty: 6316.787598
	Iteration 139Q: 3 clusters Score -3.605268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338498 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -36052680.000000 Penalty: 6316.787598
	Iteration 140F: 3 clusters Score -3.605268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338498 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -36052672.000000 Penalty: 6316.787598
	Iteration 141Q: 3 clusters Score -3.605267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338500 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -36052680.000000 Penalty: 6316.787598
	Iteration 142Q: 3 clusters Score -3.605268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338502 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -36052688.000000 Penalty: 6316.787598
	Iteration 143Q: 3 clusters Score -3.605269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338506 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -36052672.000000 Penalty: 6316.787598
	Iteration 144Q: 3 clusters Score -3.605267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338508 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -36052664.000000 Penalty: 6316.787598
	Iteration 145Q: 3 clusters Score -3.605266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338509 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -36052660.000000 Penalty: 6316.787598
	Iteration 146Q: 3 clusters Score -3.605266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338512 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -36052672.000000 Penalty: 6316.787598
	Iteration 147Q: 3 clusters Score -3.605267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338513 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -36052684.000000 Penalty: 6316.787598
	Iteration 148Q: 3 clusters Score -3.605268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338514 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -36052680.000000 Penalty: 6316.787598
	Iteration 149Q: 3 clusters Score -3.605268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338514 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -36052680.000000 Penalty: 6316.787598
	Iteration 150F: 3 clusters Score -3.605268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Entering Unmasked Estep 
Score: -996179.875000 Penalty: 2270.790283
	Iteration 0F: 2 clusters Score -996179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -988788.875000 Penalty: 4541.580566
	Iteration 0F: 3 clusters Score -988788.9 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -990878.187500 Penalty: 4541.580566
	Iteration 1F: 3 clusters Score -990878.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -991170.000000 Penalty: 4541.580566
	Iteration 2F: 3 clusters Score -991170 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -991384.687500 Penalty: 4541.580566
	Iteration 3F: 3 clusters Score -991384.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -991521.812500 Penalty: 4541.580566
	Iteration 4Q: 3 clusters Score -991521.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -991609.062500 Penalty: 4541.580566
	Iteration 5Q: 3 clusters Score -991609.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -991684.437500 Penalty: 4541.580566
	Iteration 6Q: 3 clusters Score -991684.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -991750.437500 Penalty: 4541.580566
	Iteration 7Q: 3 clusters Score -991750.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -991813.625000 Penalty: 4541.580566
	Iteration 8Q: 3 clusters Score -991813.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -991875.500000 Penalty: 4541.580566
	Iteration 9Q: 3 clusters Score -991875.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -991955.250000 Penalty: 4541.580566
	Iteration 10Q: 3 clusters Score -991955.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -992042.125000 Penalty: 4541.580566
	Iteration 11Q: 3 clusters Score -992042.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -992145.250000 Penalty: 4541.580566
	Iteration 12Q: 3 clusters Score -992145.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -992275.062500 Penalty: 4541.580566
	Iteration 13Q: 3 clusters Score -992275.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -992439.937500 Penalty: 4541.580566
	Iteration 14Q: 3 clusters Score -992439.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -992619.937500 Penalty: 4541.580566
	Iteration 15Q: 3 clusters Score -992619.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -992814.062500 Penalty: 4541.580566
	Iteration 16Q: 3 clusters Score -992814.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -993011.125000 Penalty: 4541.580566
	Iteration 17Q: 3 clusters Score -993011.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -993225.562500 Penalty: 4541.580566
	Iteration 18Q: 3 clusters Score -993225.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -993434.250000 Penalty: 4541.580566
	Iteration 19Q: 3 clusters Score -993434.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -993598.312500 Penalty: 4541.580566
	Iteration 20F: 3 clusters Score -993598.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -993749.937500 Penalty: 4541.580566
	Iteration 21Q: 3 clusters Score -993749.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -993855.000000 Penalty: 4541.580566
	Iteration 22Q: 3 clusters Score -993855 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -993936.562500 Penalty: 4541.580566
	Iteration 23Q: 3 clusters Score -993936.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -993982.125000 Penalty: 4541.580566
	Iteration 24Q: 3 clusters Score -993982.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -994004.687500 Penalty: 4541.580566
	Iteration 25Q: 3 clusters Score -994004.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -994023.875000 Penalty: 4541.580566
	Iteration 26Q: 3 clusters Score -994023.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -994037.812500 Penalty: 4541.580566
	Iteration 27Q: 3 clusters Score -994037.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -994050.625000 Penalty: 4541.580566
	Iteration 28Q: 3 clusters Score -994050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -994055.375000 Penalty: 4541.580566
	Iteration 29Q: 3 clusters Score -994055.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -994060.750000 Penalty: 4541.580566
	Iteration 30Q: 3 clusters Score -994060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -994064.437500 Penalty: 4541.580566
	Iteration 31Q: 3 clusters Score -994064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -994072.125000 Penalty: 4541.580566
	Iteration 32Q: 3 clusters Score -994072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -994077.875000 Penalty: 4541.580566
	Iteration 33Q: 3 clusters Score -994077.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -994090.062500 Penalty: 4541.580566
	Iteration 34Q: 3 clusters Score -994090.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -994098.562500 Penalty: 4541.580566
	Iteration 35Q: 3 clusters Score -994098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -994105.937500 Penalty: 4541.580566
	Iteration 36Q: 3 clusters Score -994105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -994110.625000 Penalty: 4541.580566
	Iteration 37Q: 3 clusters Score -994110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -994113.687500 Penalty: 4541.580566
	Iteration 38Q: 3 clusters Score -994113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -994116.000000 Penalty: 4541.580566
	Iteration 39Q: 3 clusters Score -994116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -994117.500000 Penalty: 4541.580566
	Iteration 40F: 3 clusters Score -994117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -994119.500000 Penalty: 4541.580566
	Iteration 41Q: 3 clusters Score -994119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -994119.875000 Penalty: 4541.580566
	Iteration 42Q: 3 clusters Score -994119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -994120.625000 Penalty: 4541.580566
	Iteration 43Q: 3 clusters Score -994120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -994120.750000 Penalty: 4541.580566
	Iteration 44Q: 3 clusters Score -994120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -994123.750000 Penalty: 4541.580566
	Iteration 45Q: 3 clusters Score -994123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -994126.312500 Penalty: 4541.580566
	Iteration 46Q: 3 clusters Score -994126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -994127.750000 Penalty: 4541.580566
	Iteration 47Q: 3 clusters Score -994127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -994126.937500 Penalty: 4541.580566
	Iteration 48Q: 3 clusters Score -994126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -994130.812500 Penalty: 4541.580566
	Iteration 49Q: 3 clusters Score -994130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -994133.375000 Penalty: 4541.580566
	Iteration 50Q: 3 clusters Score -994133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -994135.625000 Penalty: 4541.580566
	Iteration 51Q: 3 clusters Score -994135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -994136.187500 Penalty: 4541.580566
	Iteration 52Q: 3 clusters Score -994136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -994136.000000 Penalty: 4541.580566
	Iteration 53Q: 3 clusters Score -994136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -994136.687500 Penalty: 4541.580566
	Iteration 54Q: 3 clusters Score -994136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -994137.812500 Penalty: 4541.580566
	Iteration 55Q: 3 clusters Score -994137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -994137.812500 Penalty: 4541.580566
	Iteration 56F: 3 clusters Score -994137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -100323.382812 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -100323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -98372.718750 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -98372.72 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98668.515625 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -98668.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98757.664062 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -98757.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98805.695312 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -98805.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98817.578125 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -98817.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98836.218750 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -98836.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98850.757812 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -98850.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98859.742188 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -98859.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98871.593750 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -98871.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98873.117188 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -98873.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98876.375000 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -98876.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98879.000000 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -98879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98879.601562 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -98879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98880.335938 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -98880.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98880.335938 Penalty: 3434.119873
	Iteration 14F: 3 clusters Score -98880.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Entering Unmasked Estep 
Score: -13565360.000000 Penalty: 2913.910889
	Iteration 0F: 2 clusters Score -1.356536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -13480528.000000 Penalty: 5827.821777
	Iteration 0F: 3 clusters Score -1.348053e+07 nChanged 60204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -13515606.000000 Penalty: 5827.821777
	Iteration 1F: 3 clusters Score -1.351561e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -13517121.000000 Penalty: 5827.821777
	Iteration 2Q: 3 clusters Score -1.351712e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -13519622.000000 Penalty: 5827.821777
	Iteration 3Q: 3 clusters Score -1.351962e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -13523769.000000 Penalty: 5827.821777
	Iteration 4F: 3 clusters Score -1.352377e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -13530255.000000 Penalty: 5827.821777
	Iteration 5F: 3 clusters Score -1.353026e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -13539287.000000 Penalty: 5827.821777
	Iteration 6F: 3 clusters Score -1.353929e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -13548450.000000 Penalty: 5827.821777
	Iteration 7F: 3 clusters Score -1.354845e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -13554633.000000 Penalty: 5827.821777
	Iteration 8F: 3 clusters Score -1.355463e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -13557309.000000 Penalty: 5827.821777
	Iteration 9Q: 3 clusters Score -1.355731e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -13558502.000000 Penalty: 5827.821777
	Iteration 10Q: 3 clusters Score -1.35585e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -13559342.000000 Penalty: 5827.821777
	Iteration 11Q: 3 clusters Score -1.355934e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -13559822.000000 Penalty: 5827.821777
	Iteration 12Q: 3 clusters Score -1.355982e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -13560178.000000 Penalty: 5827.821777
	Iteration 13Q: 3 clusters Score -1.356018e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -13560538.000000 Penalty: 5827.821777
	Iteration 14Q: 3 clusters Score -1.356054e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -13560808.000000 Penalty: 5827.821777
	Iteration 15Q: 3 clusters Score -1.356081e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -13561043.000000 Penalty: 5827.821777
	Iteration 16Q: 3 clusters Score -1.356104e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -13561287.000000 Penalty: 5827.821777
	Iteration 17Q: 3 clusters Score -1.356129e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 117505 members 
Entering Unmasked Estep 
Score: -13561584.000000 Penalty: 5827.821777
	Iteration 18Q: 3 clusters Score -1.356158e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 118171 members 
Entering Unmasked Estep 
Score: -13561774.000000 Penalty: 5827.821777
	Iteration 19Q: 3 clusters Score -1.356177e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -13561993.000000 Penalty: 5827.821777
	Iteration 20F: 3 clusters Score -1.356199e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 119375 members 
Entering Unmasked Estep 
Score: -13562142.000000 Penalty: 5827.821777
	Iteration 21Q: 3 clusters Score -1.356214e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -13562231.000000 Penalty: 5827.821777
	Iteration 22Q: 3 clusters Score -1.356223e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -13562358.000000 Penalty: 5827.821777
	Iteration 23Q: 3 clusters Score -1.356236e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -13562479.000000 Penalty: 5827.821777
	Iteration 24Q: 3 clusters Score -1.356248e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -13562593.000000 Penalty: 5827.821777
	Iteration 25Q: 3 clusters Score -1.356259e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 121173 members 
Entering Unmasked Estep 
Score: -13562688.000000 Penalty: 5827.821777
	Iteration 26Q: 3 clusters Score -1.356269e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 121449 members 
Entering Unmasked Estep 
Score: -13562755.000000 Penalty: 5827.821777
	Iteration 27Q: 3 clusters Score -1.356276e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -13562806.000000 Penalty: 5827.821777
	Iteration 28Q: 3 clusters Score -1.356281e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -13562856.000000 Penalty: 5827.821777
	Iteration 29Q: 3 clusters Score -1.356286e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -13562902.000000 Penalty: 5827.821777
	Iteration 30Q: 3 clusters Score -1.35629e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -13562921.000000 Penalty: 5827.821777
	Iteration 31Q: 3 clusters Score -1.356292e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -13562955.000000 Penalty: 5827.821777
	Iteration 32Q: 3 clusters Score -1.356296e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -13562990.000000 Penalty: 5827.821777
	Iteration 33Q: 3 clusters Score -1.356299e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 122819 members 
Entering Unmasked Estep 
Score: -13563029.000000 Penalty: 5827.821777
	Iteration 34Q: 3 clusters Score -1.356303e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -13563093.000000 Penalty: 5827.821777
	Iteration 35Q: 3 clusters Score -1.356309e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -13563089.000000 Penalty: 5827.821777
	Iteration 36Q: 3 clusters Score -1.356309e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -13563113.000000 Penalty: 5827.821777
	Iteration 37Q: 3 clusters Score -1.356311e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -13563133.000000 Penalty: 5827.821777
	Iteration 38Q: 3 clusters Score -1.356313e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -13563137.000000 Penalty: 5827.821777
	Iteration 39Q: 3 clusters Score -1.356314e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 123472 members 
Entering Unmasked Estep 
Score: -13563149.000000 Penalty: 5827.821777
	Iteration 40F: 3 clusters Score -1.356315e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -13563169.000000 Penalty: 5827.821777
	Iteration 41Q: 3 clusters Score -1.356317e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 123605 members 
Entering Unmasked Estep 
Score: -13563163.000000 Penalty: 5827.821777
	Iteration 42Q: 3 clusters Score -1.356316e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -13563183.000000 Penalty: 5827.821777
	Iteration 43Q: 3 clusters Score -1.356318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -13563207.000000 Penalty: 5827.821777
	Iteration 44Q: 3 clusters Score -1.356321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -13563229.000000 Penalty: 5827.821777
	Iteration 45Q: 3 clusters Score -1.356323e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -13563226.000000 Penalty: 5827.821777
	Iteration 46Q: 3 clusters Score -1.356323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -13563223.000000 Penalty: 5827.821777
	Iteration 47Q: 3 clusters Score -1.356322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 123881 members 
Entering Unmasked Estep 
Score: -13563228.000000 Penalty: 5827.821777
	Iteration 48Q: 3 clusters Score -1.356323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -13563239.000000 Penalty: 5827.821777
	Iteration 49Q: 3 clusters Score -1.356324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -13563275.000000 Penalty: 5827.821777
	Iteration 50Q: 3 clusters Score -1.356328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -13563241.000000 Penalty: 5827.821777
	Iteration 51Q: 3 clusters Score -1.356324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -13563258.000000 Penalty: 5827.821777
	Iteration 52Q: 3 clusters Score -1.356326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 124009 members 
Entering Unmasked Estep 
Score: -13563267.000000 Penalty: 5827.821777
	Iteration 53Q: 3 clusters Score -1.356327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -13563265.000000 Penalty: 5827.821777
	Iteration 54Q: 3 clusters Score -1.356326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -13563272.000000 Penalty: 5827.821777
	Iteration 55Q: 3 clusters Score -1.356327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 124072 members 
Entering Unmasked Estep 
Score: -13563272.000000 Penalty: 5827.821777
	Iteration 56Q: 3 clusters Score -1.356327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -13563275.000000 Penalty: 5827.821777
	Iteration 57Q: 3 clusters Score -1.356328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -13563289.000000 Penalty: 5827.821777
	Iteration 58Q: 3 clusters Score -1.356329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -13563296.000000 Penalty: 5827.821777
	Iteration 59Q: 3 clusters Score -1.35633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -13563290.000000 Penalty: 5827.821777
	Iteration 60F: 3 clusters Score -1.356329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -13563286.000000 Penalty: 5827.821777
	Iteration 61Q: 3 clusters Score -1.356329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 124143 members 
Entering Unmasked Estep 
Score: -13563272.000000 Penalty: 5827.821777
	Iteration 62Q: 3 clusters Score -1.356327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 124151 members 
Entering Unmasked Estep 
Score: -13563284.000000 Penalty: 5827.821777
	Iteration 63Q: 3 clusters Score -1.356328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -13563282.000000 Penalty: 5827.821777
	Iteration 64Q: 3 clusters Score -1.356328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -13563283.000000 Penalty: 5827.821777
	Iteration 65Q: 3 clusters Score -1.356328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -13563292.000000 Penalty: 5827.821777
	Iteration 66Q: 3 clusters Score -1.356329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 124178 members 
Entering Unmasked Estep 
Score: -13563301.000000 Penalty: 5827.821777
	Iteration 67Q: 3 clusters Score -1.35633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -13563286.000000 Penalty: 5827.821777
	Iteration 68Q: 3 clusters Score -1.356329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -13563294.000000 Penalty: 5827.821777
	Iteration 69Q: 3 clusters Score -1.356329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -13563283.000000 Penalty: 5827.821777
	Iteration 70Q: 3 clusters Score -1.356328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -13563287.000000 Penalty: 5827.821777
	Iteration 71Q: 3 clusters Score -1.356329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -13563280.000000 Penalty: 5827.821777
	Iteration 72Q: 3 clusters Score -1.356328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -13563288.000000 Penalty: 5827.821777
	Iteration 73Q: 3 clusters Score -1.356329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -13563286.000000 Penalty: 5827.821777
	Iteration 74Q: 3 clusters Score -1.356329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 124217 members 
Entering Unmasked Estep 
Score: -13563294.000000 Penalty: 5827.821777
	Iteration 75Q: 3 clusters Score -1.356329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -13563286.000000 Penalty: 5827.821777
	Iteration 76Q: 3 clusters Score -1.356329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -13563283.000000 Penalty: 5827.821777
	Iteration 77Q: 3 clusters Score -1.356328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -13563282.000000 Penalty: 5827.821777
	Iteration 78Q: 3 clusters Score -1.356328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -13563278.000000 Penalty: 5827.821777
	Iteration 79Q: 3 clusters Score -1.356328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -13563277.000000 Penalty: 5827.821777
	Iteration 80F: 3 clusters Score -1.356328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -13563280.000000 Penalty: 5827.821777
	Iteration 81Q: 3 clusters Score -1.356328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -13563281.000000 Penalty: 5827.821777
	Iteration 82Q: 3 clusters Score -1.356328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -13563281.000000 Penalty: 5827.821777
	Iteration 83F: 3 clusters Score -1.356328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Entering Unmasked Estep 
Score: -5782409.500000 Penalty: 2700.371582
	Iteration 0F: 2 clusters Score -5782410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -5746292.000000 Penalty: 5400.743164
	Iteration 0F: 3 clusters Score -5746292 nChanged 24838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -5760186.000000 Penalty: 5400.743164
	Iteration 1F: 3 clusters Score -5760186 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -5760781.000000 Penalty: 5400.743164
	Iteration 2Q: 3 clusters Score -5760781 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5761374.000000 Penalty: 5400.743164
	Iteration 3Q: 3 clusters Score -5761374 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5762151.000000 Penalty: 5400.743164
	Iteration 4Q: 3 clusters Score -5762151 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5763291.500000 Penalty: 5400.743164
	Iteration 5Q: 3 clusters Score -5763292 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5764849.500000 Penalty: 5400.743164
	Iteration 6Q: 3 clusters Score -5764850 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -5766838.500000 Penalty: 5400.743164
	Iteration 7F: 3 clusters Score -5766838 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5769137.000000 Penalty: 5400.743164
	Iteration 8F: 3 clusters Score -5769137 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5771349.000000 Penalty: 5400.743164
	Iteration 9F: 3 clusters Score -5771349 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5773165.000000 Penalty: 5400.743164
	Iteration 10Q: 3 clusters Score -5773165 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5774630.000000 Penalty: 5400.743164
	Iteration 11Q: 3 clusters Score -5774630 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -5775846.500000 Penalty: 5400.743164
	Iteration 12Q: 3 clusters Score -5775846 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -5776794.000000 Penalty: 5400.743164
	Iteration 13Q: 3 clusters Score -5776794 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -5777458.500000 Penalty: 5400.743164
	Iteration 14Q: 3 clusters Score -5777458 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5778053.000000 Penalty: 5400.743164
	Iteration 15Q: 3 clusters Score -5778053 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -5778561.000000 Penalty: 5400.743164
	Iteration 16Q: 3 clusters Score -5778561 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -5778957.000000 Penalty: 5400.743164
	Iteration 17Q: 3 clusters Score -5778957 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -5779265.500000 Penalty: 5400.743164
	Iteration 18Q: 3 clusters Score -5779266 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -5779478.500000 Penalty: 5400.743164
	Iteration 19Q: 3 clusters Score -5779478 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -5779649.000000 Penalty: 5400.743164
	Iteration 20F: 3 clusters Score -5779649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -5779736.500000 Penalty: 5400.743164
	Iteration 21Q: 3 clusters Score -5779736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -5779845.500000 Penalty: 5400.743164
	Iteration 22Q: 3 clusters Score -5779846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -5779918.500000 Penalty: 5400.743164
	Iteration 23Q: 3 clusters Score -5779918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -5779966.000000 Penalty: 5400.743164
	Iteration 24Q: 3 clusters Score -5779966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -5779997.000000 Penalty: 5400.743164
	Iteration 25Q: 3 clusters Score -5779997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -5780026.500000 Penalty: 5400.743164
	Iteration 26Q: 3 clusters Score -5780026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -5780048.500000 Penalty: 5400.743164
	Iteration 27Q: 3 clusters Score -5780048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -5780059.500000 Penalty: 5400.743164
	Iteration 28Q: 3 clusters Score -5780060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -5780078.500000 Penalty: 5400.743164
	Iteration 29Q: 3 clusters Score -5780078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -5780094.000000 Penalty: 5400.743164
	Iteration 30Q: 3 clusters Score -5780094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -5780111.500000 Penalty: 5400.743164
	Iteration 31Q: 3 clusters Score -5780112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -5780127.000000 Penalty: 5400.743164
	Iteration 32Q: 3 clusters Score -5780127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -5780139.500000 Penalty: 5400.743164
	Iteration 33Q: 3 clusters Score -5780140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -5780143.000000 Penalty: 5400.743164
	Iteration 34Q: 3 clusters Score -5780143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -5780148.000000 Penalty: 5400.743164
	Iteration 35Q: 3 clusters Score -5780148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -5780149.000000 Penalty: 5400.743164
	Iteration 36Q: 3 clusters Score -5780149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -5780144.500000 Penalty: 5400.743164
	Iteration 37Q: 3 clusters Score -5780144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -5780156.500000 Penalty: 5400.743164
	Iteration 38Q: 3 clusters Score -5780156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -5780155.000000 Penalty: 5400.743164
	Iteration 39Q: 3 clusters Score -5780155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -5780152.500000 Penalty: 5400.743164
	Iteration 40F: 3 clusters Score -5780152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -38917.859375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -38917.86 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 209 members 
Entering Unmasked Estep 
Score: -37462.515625 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -37462.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37611.402344 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -37611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37655.019531 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -37655.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37673.472656 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -37673.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37688.171875 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -37688.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37688.171875 Penalty: 2995.966309
	Iteration 5F: 3 clusters Score -37688.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -29529.335938 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -29529.34 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 151 members 
Entering Unmasked Estep 
Score: -28215.121094 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -28215.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28324.992188 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -28324.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28376.458984 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -28376.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28393.335938 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -28393.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28405.585938 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -28405.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28414.451172 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -28414.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28414.451172 Penalty: 2876.350098
	Iteration 6F: 3 clusters Score -28414.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Entering Unmasked Estep 
Score: -1442108.250000 Penalty: 2361.039795
	Iteration 0F: 2 clusters Score -1442108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1432114.500000 Penalty: 4722.079590
	Iteration 0F: 3 clusters Score -1432114 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1435496.875000 Penalty: 4722.079590
	Iteration 1F: 3 clusters Score -1435497 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1436024.000000 Penalty: 4722.079590
	Iteration 2F: 3 clusters Score -1436024 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1436480.875000 Penalty: 4722.079590
	Iteration 3F: 3 clusters Score -1436481 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1436905.375000 Penalty: 4722.079590
	Iteration 4F: 3 clusters Score -1436905 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1437358.250000 Penalty: 4722.079590
	Iteration 5F: 3 clusters Score -1437358 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1437807.750000 Penalty: 4722.079590
	Iteration 6Q: 3 clusters Score -1437808 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1438201.250000 Penalty: 4722.079590
	Iteration 7Q: 3 clusters Score -1438201 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1438507.000000 Penalty: 4722.079590
	Iteration 8Q: 3 clusters Score -1438507 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1438786.125000 Penalty: 4722.079590
	Iteration 9Q: 3 clusters Score -1438786 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1439009.500000 Penalty: 4722.079590
	Iteration 10Q: 3 clusters Score -1439010 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1439151.000000 Penalty: 4722.079590
	Iteration 11Q: 3 clusters Score -1439151 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1439247.875000 Penalty: 4722.079590
	Iteration 12Q: 3 clusters Score -1439248 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1439306.125000 Penalty: 4722.079590
	Iteration 13Q: 3 clusters Score -1439306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1439342.625000 Penalty: 4722.079590
	Iteration 14Q: 3 clusters Score -1439343 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1439370.000000 Penalty: 4722.079590
	Iteration 15Q: 3 clusters Score -1439370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1439390.375000 Penalty: 4722.079590
	Iteration 16Q: 3 clusters Score -1439390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1439405.000000 Penalty: 4722.079590
	Iteration 17Q: 3 clusters Score -1439405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1439417.250000 Penalty: 4722.079590
	Iteration 18Q: 3 clusters Score -1439417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1439432.625000 Penalty: 4722.079590
	Iteration 19Q: 3 clusters Score -1439433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1439443.750000 Penalty: 4722.079590
	Iteration 20F: 3 clusters Score -1439444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1439451.000000 Penalty: 4722.079590
	Iteration 21Q: 3 clusters Score -1439451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1439465.500000 Penalty: 4722.079590
	Iteration 22Q: 3 clusters Score -1439466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1439486.375000 Penalty: 4722.079590
	Iteration 23Q: 3 clusters Score -1439486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1439496.500000 Penalty: 4722.079590
	Iteration 24Q: 3 clusters Score -1439496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1439508.375000 Penalty: 4722.079590
	Iteration 25Q: 3 clusters Score -1439508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1439524.500000 Penalty: 4722.079590
	Iteration 26Q: 3 clusters Score -1439524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1439536.500000 Penalty: 4722.079590
	Iteration 27Q: 3 clusters Score -1439536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1439554.250000 Penalty: 4722.079590
	Iteration 28Q: 3 clusters Score -1439554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1439569.625000 Penalty: 4722.079590
	Iteration 29Q: 3 clusters Score -1439570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1439595.875000 Penalty: 4722.079590
	Iteration 30Q: 3 clusters Score -1439596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1439611.625000 Penalty: 4722.079590
	Iteration 31Q: 3 clusters Score -1439612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1439625.750000 Penalty: 4722.079590
	Iteration 32Q: 3 clusters Score -1439626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1439640.375000 Penalty: 4722.079590
	Iteration 33Q: 3 clusters Score -1439640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1439665.125000 Penalty: 4722.079590
	Iteration 34Q: 3 clusters Score -1439665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1439692.875000 Penalty: 4722.079590
	Iteration 35Q: 3 clusters Score -1439693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1439707.500000 Penalty: 4722.079590
	Iteration 36Q: 3 clusters Score -1439708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1439734.375000 Penalty: 4722.079590
	Iteration 37Q: 3 clusters Score -1439734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1439757.125000 Penalty: 4722.079590
	Iteration 38Q: 3 clusters Score -1439757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1439778.250000 Penalty: 4722.079590
	Iteration 39Q: 3 clusters Score -1439778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1439796.000000 Penalty: 4722.079590
	Iteration 40F: 3 clusters Score -1439796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1439814.375000 Penalty: 4722.079590
	Iteration 41Q: 3 clusters Score -1439814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1439833.500000 Penalty: 4722.079590
	Iteration 42Q: 3 clusters Score -1439834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1439840.750000 Penalty: 4722.079590
	Iteration 43Q: 3 clusters Score -1439841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1439851.375000 Penalty: 4722.079590
	Iteration 44Q: 3 clusters Score -1439851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1439864.375000 Penalty: 4722.079590
	Iteration 45Q: 3 clusters Score -1439864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1439872.875000 Penalty: 4722.079590
	Iteration 46Q: 3 clusters Score -1439873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1439880.250000 Penalty: 4722.079590
	Iteration 47Q: 3 clusters Score -1439880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1439892.125000 Penalty: 4722.079590
	Iteration 48Q: 3 clusters Score -1439892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1439898.875000 Penalty: 4722.079590
	Iteration 49Q: 3 clusters Score -1439899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1439906.250000 Penalty: 4722.079590
	Iteration 50Q: 3 clusters Score -1439906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1439910.875000 Penalty: 4722.079590
	Iteration 51Q: 3 clusters Score -1439911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1439915.000000 Penalty: 4722.079590
	Iteration 52Q: 3 clusters Score -1439915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1439921.750000 Penalty: 4722.079590
	Iteration 53Q: 3 clusters Score -1439922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1439923.750000 Penalty: 4722.079590
	Iteration 54Q: 3 clusters Score -1439924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1439924.500000 Penalty: 4722.079590
	Iteration 55Q: 3 clusters Score -1439924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1439934.500000 Penalty: 4722.079590
	Iteration 56Q: 3 clusters Score -1439934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1439941.250000 Penalty: 4722.079590
	Iteration 57Q: 3 clusters Score -1439941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1439941.500000 Penalty: 4722.079590
	Iteration 58Q: 3 clusters Score -1439942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1439943.750000 Penalty: 4722.079590
	Iteration 59Q: 3 clusters Score -1439944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1439946.875000 Penalty: 4722.079590
	Iteration 60F: 3 clusters Score -1439947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1439955.375000 Penalty: 4722.079590
	Iteration 61Q: 3 clusters Score -1439955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1439958.250000 Penalty: 4722.079590
	Iteration 62Q: 3 clusters Score -1439958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1439959.000000 Penalty: 4722.079590
	Iteration 63Q: 3 clusters Score -1439959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1439963.125000 Penalty: 4722.079590
	Iteration 64Q: 3 clusters Score -1439963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1439960.750000 Penalty: 4722.079590
	Iteration 65Q: 3 clusters Score -1439961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1439961.500000 Penalty: 4722.079590
	Iteration 66Q: 3 clusters Score -1439962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1439964.375000 Penalty: 4722.079590
	Iteration 67Q: 3 clusters Score -1439964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1439965.500000 Penalty: 4722.079590
	Iteration 68Q: 3 clusters Score -1439966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1439966.500000 Penalty: 4722.079590
	Iteration 69Q: 3 clusters Score -1439966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1439968.500000 Penalty: 4722.079590
	Iteration 70Q: 3 clusters Score -1439968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1439968.750000 Penalty: 4722.079590
	Iteration 71Q: 3 clusters Score -1439969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1439970.000000 Penalty: 4722.079590
	Iteration 72Q: 3 clusters Score -1439970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1439970.125000 Penalty: 4722.079590
	Iteration 73Q: 3 clusters Score -1439970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1439972.125000 Penalty: 4722.079590
	Iteration 74Q: 3 clusters Score -1439972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1439973.875000 Penalty: 4722.079590
	Iteration 75Q: 3 clusters Score -1439974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1439971.375000 Penalty: 4722.079590
	Iteration 76Q: 3 clusters Score -1439971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1439974.625000 Penalty: 4722.079590
	Iteration 77Q: 3 clusters Score -1439975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1439975.250000 Penalty: 4722.079590
	Iteration 78Q: 3 clusters Score -1439975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1439973.875000 Penalty: 4722.079590
	Iteration 79Q: 3 clusters Score -1439974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1439975.500000 Penalty: 4722.079590
	Iteration 80F: 3 clusters Score -1439976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1439975.125000 Penalty: 4722.079590
	Iteration 81Q: 3 clusters Score -1439975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1439978.875000 Penalty: 4722.079590
	Iteration 82Q: 3 clusters Score -1439979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1439974.875000 Penalty: 4722.079590
	Iteration 83Q: 3 clusters Score -1439975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1439975.750000 Penalty: 4722.079590
	Iteration 84Q: 3 clusters Score -1439976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1439974.625000 Penalty: 4722.079590
	Iteration 85Q: 3 clusters Score -1439975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1439975.000000 Penalty: 4722.079590
	Iteration 86Q: 3 clusters Score -1439975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1439974.625000 Penalty: 4722.079590
	Iteration 87Q: 3 clusters Score -1439975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1439975.750000 Penalty: 4722.079590
	Iteration 88Q: 3 clusters Score -1439976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1439973.625000 Penalty: 4722.079590
	Iteration 89Q: 3 clusters Score -1439974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1439978.000000 Penalty: 4722.079590
	Iteration 90Q: 3 clusters Score -1439978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1439977.625000 Penalty: 4722.079590
	Iteration 91Q: 3 clusters Score -1439978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1439977.750000 Penalty: 4722.079590
	Iteration 92Q: 3 clusters Score -1439978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1439977.250000 Penalty: 4722.079590
	Iteration 93Q: 3 clusters Score -1439977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1439977.250000 Penalty: 4722.079590
	Iteration 94Q: 3 clusters Score -1439977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1439979.250000 Penalty: 4722.079590
	Iteration 95Q: 3 clusters Score -1439979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1439980.750000 Penalty: 4722.079590
	Iteration 96Q: 3 clusters Score -1439981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1439982.375000 Penalty: 4722.079590
	Iteration 97Q: 3 clusters Score -1439982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1439982.625000 Penalty: 4722.079590
	Iteration 98Q: 3 clusters Score -1439983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1439981.625000 Penalty: 4722.079590
	Iteration 99Q: 3 clusters Score -1439982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1439981.500000 Penalty: 4722.079590
	Iteration 100F: 3 clusters Score -1439982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1439980.125000 Penalty: 4722.079590
	Iteration 101Q: 3 clusters Score -1439980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1439983.500000 Penalty: 4722.079590
	Iteration 102Q: 3 clusters Score -1439984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1439984.375000 Penalty: 4722.079590
	Iteration 103Q: 3 clusters Score -1439984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1439983.625000 Penalty: 4722.079590
	Iteration 104Q: 3 clusters Score -1439984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1439983.875000 Penalty: 4722.079590
	Iteration 105Q: 3 clusters Score -1439984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1439984.375000 Penalty: 4722.079590
	Iteration 106Q: 3 clusters Score -1439984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1439984.625000 Penalty: 4722.079590
	Iteration 107Q: 3 clusters Score -1439985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1439984.125000 Penalty: 4722.079590
	Iteration 108Q: 3 clusters Score -1439984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1439984.875000 Penalty: 4722.079590
	Iteration 109Q: 3 clusters Score -1439985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1439983.750000 Penalty: 4722.079590
	Iteration 110Q: 3 clusters Score -1439984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1439984.625000 Penalty: 4722.079590
	Iteration 111Q: 3 clusters Score -1439985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1439984.625000 Penalty: 4722.079590
	Iteration 112F: 3 clusters Score -1439985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -46727.128906 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -46727.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45167.339844 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -45167.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45338.304688 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -45338.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45416.832031 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -45416.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45447.015625 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -45447.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45452.488281 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -45452.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45454.207031 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -45454.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45454.207031 Penalty: 3089.341309
	Iteration 6F: 3 clusters Score -45454.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (64849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Entering Unmasked Estep 
Score: -6634533.000000 Penalty: 2747.794678
	Iteration 0F: 2 clusters Score -6634533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -6591069.500000 Penalty: 5495.589355
	Iteration 0F: 3 clusters Score -6591070 nChanged 30222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -6607976.500000 Penalty: 5495.589355
	Iteration 1F: 3 clusters Score -6607976 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -6608495.000000 Penalty: 5495.589355
	Iteration 2Q: 3 clusters Score -6608495 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -6609087.500000 Penalty: 5495.589355
	Iteration 3Q: 3 clusters Score -6609088 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -6609650.000000 Penalty: 5495.589355
	Iteration 4Q: 3 clusters Score -6609650 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -6610258.500000 Penalty: 5495.589355
	Iteration 5Q: 3 clusters Score -6610258 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6610926.500000 Penalty: 5495.589355
	Iteration 6Q: 3 clusters Score -6610926 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6611668.500000 Penalty: 5495.589355
	Iteration 7Q: 3 clusters Score -6611668 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -6612415.000000 Penalty: 5495.589355
	Iteration 8Q: 3 clusters Score -6612415 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -6613276.000000 Penalty: 5495.589355
	Iteration 9Q: 3 clusters Score -6613276 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -6614175.500000 Penalty: 5495.589355
	Iteration 10Q: 3 clusters Score -6614176 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -6615234.000000 Penalty: 5495.589355
	Iteration 11Q: 3 clusters Score -6615234 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -6616527.500000 Penalty: 5495.589355
	Iteration 12Q: 3 clusters Score -6616528 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -6618258.500000 Penalty: 5495.589355
	Iteration 13Q: 3 clusters Score -6618258 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6620421.000000 Penalty: 5495.589355
	Iteration 14Q: 3 clusters Score -6620421 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -6622426.500000 Penalty: 5495.589355
	Iteration 15Q: 3 clusters Score -6622426 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6623884.500000 Penalty: 5495.589355
	Iteration 16Q: 3 clusters Score -6623884 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6624830.000000 Penalty: 5495.589355
	Iteration 17Q: 3 clusters Score -6624830 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -6625605.000000 Penalty: 5495.589355
	Iteration 18Q: 3 clusters Score -6625605 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -6626295.000000 Penalty: 5495.589355
	Iteration 19Q: 3 clusters Score -6626295 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -6627017.500000 Penalty: 5495.589355
	Iteration 20F: 3 clusters Score -6627018 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -6627751.000000 Penalty: 5495.589355
	Iteration 21Q: 3 clusters Score -6627751 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -6628468.500000 Penalty: 5495.589355
	Iteration 22Q: 3 clusters Score -6628468 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -6629075.000000 Penalty: 5495.589355
	Iteration 23Q: 3 clusters Score -6629075 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -6629636.000000 Penalty: 5495.589355
	Iteration 24Q: 3 clusters Score -6629636 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -6630152.500000 Penalty: 5495.589355
	Iteration 25Q: 3 clusters Score -6630152 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -6630569.500000 Penalty: 5495.589355
	Iteration 26Q: 3 clusters Score -6630570 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -6630905.500000 Penalty: 5495.589355
	Iteration 27Q: 3 clusters Score -6630906 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -6631172.000000 Penalty: 5495.589355
	Iteration 28Q: 3 clusters Score -6631172 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -6631369.500000 Penalty: 5495.589355
	Iteration 29Q: 3 clusters Score -6631370 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6631529.000000 Penalty: 5495.589355
	Iteration 30Q: 3 clusters Score -6631529 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -6631620.500000 Penalty: 5495.589355
	Iteration 31Q: 3 clusters Score -6631620 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -6631684.000000 Penalty: 5495.589355
	Iteration 32Q: 3 clusters Score -6631684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -6631787.000000 Penalty: 5495.589355
	Iteration 33Q: 3 clusters Score -6631787 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -6631846.500000 Penalty: 5495.589355
	Iteration 34Q: 3 clusters Score -6631846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -6631891.000000 Penalty: 5495.589355
	Iteration 35Q: 3 clusters Score -6631891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -6631918.500000 Penalty: 5495.589355
	Iteration 36Q: 3 clusters Score -6631918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -6631944.000000 Penalty: 5495.589355
	Iteration 37Q: 3 clusters Score -6631944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -6631949.500000 Penalty: 5495.589355
	Iteration 38Q: 3 clusters Score -6631950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -6631971.000000 Penalty: 5495.589355
	Iteration 39Q: 3 clusters Score -6631971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -6631983.000000 Penalty: 5495.589355
	Iteration 40F: 3 clusters Score -6631983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -6631982.000000 Penalty: 5495.589355
	Iteration 41Q: 3 clusters Score -6631982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -6631983.000000 Penalty: 5495.589355
	Iteration 42Q: 3 clusters Score -6631983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -6631995.500000 Penalty: 5495.589355
	Iteration 43Q: 3 clusters Score -6631996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -6631999.500000 Penalty: 5495.589355
	Iteration 44Q: 3 clusters Score -6632000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -6631996.500000 Penalty: 5495.589355
	Iteration 45Q: 3 clusters Score -6631996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -6631992.000000 Penalty: 5495.589355
	Iteration 46Q: 3 clusters Score -6631992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -6632002.500000 Penalty: 5495.589355
	Iteration 47Q: 3 clusters Score -6632002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -6632003.000000 Penalty: 5495.589355
	Iteration 48Q: 3 clusters Score -6632003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -6632003.000000 Penalty: 5495.589355
	Iteration 49Q: 3 clusters Score -6632003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -6632018.000000 Penalty: 5495.589355
	Iteration 50Q: 3 clusters Score -6632018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -6632014.500000 Penalty: 5495.589355
	Iteration 51Q: 3 clusters Score -6632014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -6632009.500000 Penalty: 5495.589355
	Iteration 52Q: 3 clusters Score -6632010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -6632009.500000 Penalty: 5495.589355
	Iteration 53Q: 3 clusters Score -6632010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -6632006.500000 Penalty: 5495.589355
	Iteration 54Q: 3 clusters Score -6632006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -6632009.500000 Penalty: 5495.589355
	Iteration 55Q: 3 clusters Score -6632010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -6632010.000000 Penalty: 5495.589355
	Iteration 56Q: 3 clusters Score -6632010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -6632018.000000 Penalty: 5495.589355
	Iteration 57Q: 3 clusters Score -6632018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -6632018.000000 Penalty: 5495.589355
	Iteration 58F: 3 clusters Score -6632018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -42944.175781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -42944.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41460.527344 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -41460.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41616.257812 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -41616.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41672.535156 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -41672.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41721.281250 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -41721.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41735.632812 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -41735.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41751.542969 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -41751.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41776.535156 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -41776.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41782.164062 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -41782.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41783.125000 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -41783.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41783.125000 Penalty: 3046.450439
	Iteration 9F: 3 clusters Score -41783.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 99478 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54159 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61412 members 
Mstep: Class 12 contains 241904 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 10898 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 177035 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 339578 members 
Mstep: Class 19 contains 9475 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 126708 members 
Mstep: Class 22 contains 53562 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13634 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64849 members 
Mstep: Class 28 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158419200.000000 Penalty: 102394.414062
Iteration 479Q: 30 clusters Score -1.584192e+08 nChanged 24410
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 98946 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 54432 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 23273 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61374 members 
Mstep: Class 12 contains 239871 members 
Mstep: Class 13 contains 28444 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 181869 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 342450 members 
Mstep: Class 19 contains 9483 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 127146 members 
Mstep: Class 22 contains 53788 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13628 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64966 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 178955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424256.000000 Penalty: 102394.414062
Iteration 480F: 30 clusters Score -1.584243e+08 nChanged 21829
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 96401 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 22867 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61311 members 
Mstep: Class 12 contains 238406 members 
Mstep: Class 13 contains 28291 members 
Mstep: Class 14 contains 10938 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 184748 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 341954 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 125742 members 
Mstep: Class 22 contains 53150 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13633 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64968 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 184387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 102394.414062
Iteration 481Q: 30 clusters Score -1.584269e+08 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 93840 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52922 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 22510 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61237 members 
Mstep: Class 12 contains 237096 members 
Mstep: Class 13 contains 28189 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 188768 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 341585 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 124367 members 
Mstep: Class 22 contains 52530 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13624 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 64968 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 188209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430304.000000 Penalty: 102394.414062
Iteration 482Q: 30 clusters Score -1.584303e+08 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 91262 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 52202 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 22187 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 61111 members 
Mstep: Class 12 contains 235784 members 
Mstep: Class 13 contains 28145 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 192989 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 340959 members 
Mstep: Class 19 contains 9228 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 123073 members 
Mstep: Class 22 contains 51934 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13618 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65006 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 191895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431632.000000 Penalty: 102394.414062
Iteration 483Q: 30 clusters Score -1.584316e+08 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 88651 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 51510 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 21855 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60942 members 
Mstep: Class 12 contains 234401 members 
Mstep: Class 13 contains 28133 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 197391 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 340076 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 121809 members 
Mstep: Class 22 contains 51382 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13602 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65033 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 195662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433696.000000 Penalty: 102394.414062
Iteration 484Q: 30 clusters Score -1.584337e+08 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 86128 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50812 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 21591 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60750 members 
Mstep: Class 12 contains 232889 members 
Mstep: Class 13 contains 28124 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 201740 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 338939 members 
Mstep: Class 19 contains 9127 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 120628 members 
Mstep: Class 22 contains 50891 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13580 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65057 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 199550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158435056.000000 Penalty: 102394.414062
Iteration 485Q: 30 clusters Score -1.584351e+08 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 83550 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 50189 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 21349 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60603 members 
Mstep: Class 12 contains 231183 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 10776 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 206292 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 337499 members 
Mstep: Class 19 contains 9088 members 
Mstep: Class 20 contains 1017 members 
Mstep: Class 21 contains 119502 members 
Mstep: Class 22 contains 50418 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13593 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65093 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 203541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436544.000000 Penalty: 102394.414062
Iteration 486Q: 30 clusters Score -1.584365e+08 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 81029 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 49610 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 21159 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60481 members 
Mstep: Class 12 contains 229247 members 
Mstep: Class 13 contains 28072 members 
Mstep: Class 14 contains 10770 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 211071 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 335773 members 
Mstep: Class 19 contains 9055 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 118431 members 
Mstep: Class 22 contains 49992 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13589 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65112 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 207581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438432.000000 Penalty: 102394.414062
Iteration 487Q: 30 clusters Score -1.584384e+08 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 78457 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 49019 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20992 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60399 members 
Mstep: Class 12 contains 227135 members 
Mstep: Class 13 contains 28036 members 
Mstep: Class 14 contains 10749 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 216019 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 333711 members 
Mstep: Class 19 contains 9018 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 117415 members 
Mstep: Class 22 contains 49556 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13590 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65119 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 211934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440192.000000 Penalty: 102394.414062
Iteration 488Q: 30 clusters Score -1.584402e+08 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 75856 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 48451 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20854 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60320 members 
Mstep: Class 12 contains 224905 members 
Mstep: Class 13 contains 27990 members 
Mstep: Class 14 contains 10727 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 221162 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 331354 members 
Mstep: Class 19 contains 8996 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 116464 members 
Mstep: Class 22 contains 49166 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13611 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65137 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 216329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441520.000000 Penalty: 102394.414062
Iteration 489Q: 30 clusters Score -1.584415e+08 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 73283 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 47891 members 
Mstep: Class 6 contains 3634 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20703 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60260 members 
Mstep: Class 12 contains 222686 members 
Mstep: Class 13 contains 27963 members 
Mstep: Class 14 contains 10706 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 226438 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 328695 members 
Mstep: Class 19 contains 8967 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 115511 members 
Mstep: Class 22 contains 48821 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13629 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65156 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 220765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158442736.000000 Penalty: 102394.414062
Iteration 490Q: 30 clusters Score -1.584427e+08 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 70712 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 47358 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20573 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60216 members 
Mstep: Class 12 contains 220400 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 231766 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 325858 members 
Mstep: Class 19 contains 8929 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 114601 members 
Mstep: Class 22 contains 48495 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13661 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65161 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 225254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158444800.000000 Penalty: 102394.414062
Iteration 491Q: 30 clusters Score -1.584448e+08 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 68167 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 46898 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20436 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60165 members 
Mstep: Class 12 contains 217908 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 10689 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 237194 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 322898 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 113758 members 
Mstep: Class 22 contains 48170 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13707 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65192 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 229773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158446608.000000 Penalty: 102394.414062
Iteration 492Q: 30 clusters Score -1.584466e+08 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 65695 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 46478 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60109 members 
Mstep: Class 12 contains 215241 members 
Mstep: Class 13 contains 27882 members 
Mstep: Class 14 contains 10695 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 242695 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 319865 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 112913 members 
Mstep: Class 22 contains 47880 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65223 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 234329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448272.000000 Penalty: 102394.414062
Iteration 493Q: 30 clusters Score -1.584483e+08 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 63249 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 46079 members 
Mstep: Class 6 contains 3658 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20176 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60082 members 
Mstep: Class 12 contains 212637 members 
Mstep: Class 13 contains 27875 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 248009 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 316754 members 
Mstep: Class 19 contains 8855 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 112092 members 
Mstep: Class 22 contains 47552 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13840 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65277 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 238936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447792.000000 Penalty: 102394.414062
Iteration 494Q: 30 clusters Score -1.584478e+08 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 60848 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 45704 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 20075 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60137 members 
Mstep: Class 12 contains 210059 members 
Mstep: Class 13 contains 27868 members 
Mstep: Class 14 contains 10690 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 253301 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 313385 members 
Mstep: Class 19 contains 8839 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 111337 members 
Mstep: Class 22 contains 47231 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 13941 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65317 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 243495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449152.000000 Penalty: 102394.414062
Iteration 495Q: 30 clusters Score -1.584492e+08 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 58545 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 19974 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60206 members 
Mstep: Class 12 contains 207489 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 10690 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 258535 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 310023 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 110598 members 
Mstep: Class 22 contains 46917 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14041 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65344 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 247984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450032.000000 Penalty: 102394.414062
Iteration 496Q: 30 clusters Score -1.5845e+08 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 56194 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 44893 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60246 members 
Mstep: Class 12 contains 204984 members 
Mstep: Class 13 contains 27825 members 
Mstep: Class 14 contains 10658 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 263941 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 306451 members 
Mstep: Class 19 contains 8838 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 109872 members 
Mstep: Class 22 contains 46625 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14153 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65386 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 252477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158451936.000000 Penalty: 102394.414062
Iteration 497Q: 30 clusters Score -1.584519e+08 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 53848 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 44464 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 19799 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60303 members 
Mstep: Class 12 contains 202432 members 
Mstep: Class 13 contains 27800 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 269372 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 302890 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 109165 members 
Mstep: Class 22 contains 46340 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14283 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65420 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 256965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158452064.000000 Penalty: 102394.414062
Iteration 498Q: 30 clusters Score -1.584521e+08 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 51595 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 44103 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 19734 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60384 members 
Mstep: Class 12 contains 199766 members 
Mstep: Class 13 contains 27783 members 
Mstep: Class 14 contains 10580 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 274720 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 299315 members 
Mstep: Class 19 contains 8877 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 108483 members 
Mstep: Class 22 contains 46060 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14402 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65466 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 261360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158452464.000000 Penalty: 102394.414062
Iteration 499Q: 30 clusters Score -1.584525e+08 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 49423 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 43765 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 19668 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 60449 members 
Mstep: Class 12 contains 197176 members 
Mstep: Class 13 contains 27773 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 280064 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 295598 members 
Mstep: Class 19 contains 8893 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 107814 members 
Mstep: Class 22 contains 45771 members 
Mstep: Class 23 contains 420 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 65529 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 265755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158451856.000000 Penalty: 102394.414062
Iteration 500F: 30 clusters Score -1.584519e+08 nChanged 12239
Maximum iterations exceeded
--- Evaluating fit on full set of 4573905 points ---
Entering Unmasked Estep 
Score: -460445440.000000 Penalty: 110295.632812
22->30 Clusters: Score -460445440.000000, best is -460423616.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1524635 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 69209 members 
Mstep: Class 3 contains 69208 members 
Mstep: Class 4 contains 69007 members 
Mstep: Class 5 contains 69662 members 
Mstep: Class 6 contains 69310 members 
Mstep: Class 7 contains 69261 members 
Mstep: Class 8 contains 69218 members 
Mstep: Class 9 contains 69130 members 
Mstep: Class 10 contains 68994 members 
Mstep: Class 11 contains 69192 members 
Mstep: Class 12 contains 69358 members 
Mstep: Class 13 contains 69434 members 
Mstep: Class 14 contains 69192 members 
Mstep: Class 15 contains 69709 members 
Mstep: Class 16 contains 69736 members 
Mstep: Class 17 contains 69558 members 
Mstep: Class 18 contains 69454 members 
Mstep: Class 19 contains 69262 members 
Mstep: Class 20 contains 68879 members 
Mstep: Class 21 contains 68766 members 
Mstep: Class 22 contains 69436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 555.556274 but Gain 3530.843750
Score: -151040016.000000 Penalty: 74147.679688
Iteration 0F: 22 clusters Score -1.5104e+08 nChanged 1450942
Entering Unmasked Mstep 
Mstep: Class 0 contains 3355 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 63596 members 
Mstep: Class 3 contains 208230 members 
Mstep: Class 4 contains 59946 members 
Mstep: Class 5 contains 124779 members 
Mstep: Class 6 contains 17003 members 
Mstep: Class 8 contains 90935 members 
Mstep: Class 9 contains 33327 members 
Mstep: Class 10 contains 20989 members 
Mstep: Class 11 contains 7357 members 
Mstep: Class 12 contains 30245 members 
Mstep: Class 13 contains 57781 members 
Mstep: Class 14 contains 28703 members 
Mstep: Class 15 contains 337689 members 
Mstep: Class 16 contains 11834 members 
Mstep: Class 17 contains 167067 members 
Mstep: Class 18 contains 13147 members 
Mstep: Class 19 contains 44949 members 
Mstep: Class 20 contains 98523 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 25992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156398512.000000 Penalty: 74147.679688
Iteration 1F: 22 clusters Score -1.563985e+08 nChanged 500440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2814 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 42730 members 
Mstep: Class 3 contains 239911 members 
Mstep: Class 4 contains 41178 members 
Mstep: Class 5 contains 105071 members 
Mstep: Class 6 contains 9399 members 
Mstep: Class 8 contains 75208 members 
Mstep: Class 9 contains 22721 members 
Mstep: Class 10 contains 16223 members 
Mstep: Class 11 contains 14661 members 
Mstep: Class 12 contains 43207 members 
Mstep: Class 13 contains 40245 members 
Mstep: Class 14 contains 13209 members 
Mstep: Class 15 contains 501425 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 157857 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 32395 members 
Mstep: Class 20 contains 83092 members 
Mstep: Class 21 contains 9766 members 
Mstep: Class 22 contains 10948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2752.075195 but Gain 3530.843750
Score: -156857552.000000 Penalty: 70616.835938
Iteration 2F: 21 clusters Score -1.568576e+08 nChanged 330443
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 32438 members 
Mstep: Class 3 contains 272429 members 
Mstep: Class 4 contains 30007 members 
Mstep: Class 5 contains 92313 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 8 contains 58830 members 
Mstep: Class 9 contains 22108 members 
Mstep: Class 10 contains 13311 members 
Mstep: Class 11 contains 16257 members 
Mstep: Class 12 contains 57786 members 
Mstep: Class 13 contains 38453 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 560157 members 
Mstep: Class 17 contains 161628 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 23043 members 
Mstep: Class 20 contains 74991 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3425.612793 but Gain 3530.843750
Score: -157047056.000000 Penalty: 67085.992188
Iteration 3F: 20 clusters Score -1.570471e+08 nChanged 239632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2409 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 27066 members 
Mstep: Class 3 contains 318108 members 
Mstep: Class 4 contains 23362 members 
Mstep: Class 5 contains 84023 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 8 contains 46253 members 
Mstep: Class 9 contains 24476 members 
Mstep: Class 10 contains 12581 members 
Mstep: Class 11 contains 13719 members 
Mstep: Class 12 contains 65814 members 
Mstep: Class 13 contains 41917 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 15 contains 556628 members 
Mstep: Class 17 contains 174135 members 
Mstep: Class 19 contains 16431 members 
Mstep: Class 20 contains 68147 members 
Mstep: Class 21 contains 4145 members 
Mstep: Class 22 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2699.696045 but Gain 3530.839844
Score: -157229760.000000 Penalty: 63555.152344
Iteration 4F: 19 clusters Score -1.572298e+08 nChanged 200943
Entering Unmasked Mstep 
Mstep: Class 0 contains 2224 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 25567 members 
Mstep: Class 3 contains 366312 members 
Mstep: Class 4 contains 18789 members 
Mstep: Class 5 contains 76867 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 8 contains 35728 members 
Mstep: Class 9 contains 27319 members 
Mstep: Class 10 contains 12549 members 
Mstep: Class 11 contains 10587 members 
Mstep: Class 12 contains 68411 members 
Mstep: Class 13 contains 45386 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 533333 members 
Mstep: Class 17 contains 191651 members 
Mstep: Class 19 contains 11859 members 
Mstep: Class 20 contains 60459 members 
Mstep: Class 22 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157407392.000000 Penalty: 63555.152344
Iteration 5F: 19 clusters Score -1.574074e+08 nChanged 185943
Entering Unmasked Mstep 
Mstep: Class 0 contains 1473 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 27813 members 
Mstep: Class 3 contains 413463 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 69420 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 8 contains 27753 members 
Mstep: Class 9 contains 30234 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 67474 members 
Mstep: Class 13 contains 47787 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 492457 members 
Mstep: Class 17 contains 215342 members 
Mstep: Class 19 contains 9029 members 
Mstep: Class 20 contains 52914 members 
Mstep: Class 22 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157598512.000000 Penalty: 63555.152344
Iteration 6F: 19 clusters Score -1.575985e+08 nChanged 175159
Entering Unmasked Mstep 
Mstep: Class 0 contains 912 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 33512 members 
Mstep: Class 3 contains 440670 members 
Mstep: Class 4 contains 13355 members 
Mstep: Class 5 contains 62263 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 8 contains 22570 members 
Mstep: Class 9 contains 32834 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 5515 members 
Mstep: Class 12 contains 65848 members 
Mstep: Class 13 contains 49294 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 450934 members 
Mstep: Class 17 contains 248421 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 47240 members 
Mstep: Class 22 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747216.000000 Penalty: 63555.152344
Iteration 7F: 19 clusters Score -1.577472e+08 nChanged 153185
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 40486 members 
Mstep: Class 3 contains 437205 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 54604 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 8 contains 19292 members 
Mstep: Class 9 contains 33724 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 11 contains 3888 members 
Mstep: Class 12 contains 64346 members 
Mstep: Class 13 contains 49924 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 423823 members 
Mstep: Class 17 contains 291814 members 
Mstep: Class 19 contains 6194 members 
Mstep: Class 20 contains 43812 members 
Mstep: Class 22 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157873952.000000 Penalty: 63555.152344
Iteration 8F: 19 clusters Score -1.57874e+08 nChanged 131793
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 47124 members 
Mstep: Class 3 contains 411123 members 
Mstep: Class 4 contains 10860 members 
Mstep: Class 5 contains 46455 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 8 contains 17192 members 
Mstep: Class 9 contains 33172 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 62937 members 
Mstep: Class 13 contains 49821 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 407532 members 
Mstep: Class 17 contains 344613 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 42567 members 
Mstep: Class 22 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157977808.000000 Penalty: 63555.152344
Iteration 9F: 19 clusters Score -1.579778e+08 nChanged 124865
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 52961 members 
Mstep: Class 3 contains 370092 members 
Mstep: Class 4 contains 10361 members 
Mstep: Class 5 contains 40318 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 32229 members 
Mstep: Class 10 contains 12196 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 61399 members 
Mstep: Class 13 contains 49028 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 392379 members 
Mstep: Class 17 contains 405859 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 43456 members 
Mstep: Class 22 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158041280.000000 Penalty: 63555.152344
Iteration 10F: 19 clusters Score -1.580413e+08 nChanged 121144
Entering Unmasked Mstep 
Mstep: Class 0 contains 433 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 58178 members 
Mstep: Class 3 contains 325134 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 38066 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 31306 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 59701 members 
Mstep: Class 13 contains 48903 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 379335 members 
Mstep: Class 17 contains 460952 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 45543 members 
Mstep: Class 22 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158075072.000000 Penalty: 63555.152344
Iteration 11F: 19 clusters Score -1.580751e+08 nChanged 102021
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 63228 members 
Mstep: Class 3 contains 293931 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 38506 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 8 contains 17430 members 
Mstep: Class 9 contains 30539 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 57929 members 
Mstep: Class 13 contains 49806 members 
Mstep: Class 14 contains 2456 members 
Mstep: Class 15 contains 371285 members 
Mstep: Class 17 contains 493737 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 46994 members 
Mstep: Class 22 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158093392.000000 Penalty: 63555.152344
Iteration 12F: 19 clusters Score -1.580934e+08 nChanged 79949
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 68372 members 
Mstep: Class 3 contains 275066 members 
Mstep: Class 4 contains 10230 members 
Mstep: Class 5 contains 39669 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 8 contains 18301 members 
Mstep: Class 9 contains 30000 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 56302 members 
Mstep: Class 13 contains 50874 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 366156 members 
Mstep: Class 17 contains 510081 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 48153 members 
Mstep: Class 22 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158107376.000000 Penalty: 63555.152344
Iteration 13F: 19 clusters Score -1.581074e+08 nChanged 62718
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 73394 members 
Mstep: Class 3 contains 264903 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 40633 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 8 contains 19321 members 
Mstep: Class 9 contains 29591 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 54925 members 
Mstep: Class 13 contains 51618 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 363091 members 
Mstep: Class 17 contains 515932 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 49128 members 
Mstep: Class 22 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158122896.000000 Penalty: 63555.152344
Iteration 14Q: 19 clusters Score -1.581229e+08 nChanged 51456
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 78337 members 
Mstep: Class 3 contains 260439 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 40823 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 8 contains 20410 members 
Mstep: Class 9 contains 29231 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 53915 members 
Mstep: Class 13 contains 52081 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 361494 members 
Mstep: Class 17 contains 515484 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 49836 members 
Mstep: Class 22 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158136768.000000 Penalty: 63555.152344
Iteration 15Q: 19 clusters Score -1.581368e+08 nChanged 43881
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 83151 members 
Mstep: Class 3 contains 259553 members 
Mstep: Class 4 contains 10471 members 
Mstep: Class 5 contains 40332 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 8 contains 21439 members 
Mstep: Class 9 contains 29004 members 
Mstep: Class 10 contains 19655 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 53295 members 
Mstep: Class 13 contains 52237 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 360409 members 
Mstep: Class 17 contains 511799 members 
Mstep: Class 19 contains 3224 members 
Mstep: Class 20 contains 50287 members 
Mstep: Class 22 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158149696.000000 Penalty: 63555.152344
Iteration 16Q: 19 clusters Score -1.581497e+08 nChanged 38853
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 87872 members 
Mstep: Class 3 contains 261151 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 8 contains 22489 members 
Mstep: Class 9 contains 28790 members 
Mstep: Class 10 contains 20725 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 52861 members 
Mstep: Class 13 contains 52158 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 359262 members 
Mstep: Class 17 contains 506313 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 22 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158162144.000000 Penalty: 63555.152344
Iteration 17Q: 19 clusters Score -1.581621e+08 nChanged 35791
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 92388 members 
Mstep: Class 3 contains 264323 members 
Mstep: Class 4 contains 10754 members 
Mstep: Class 5 contains 38351 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 8 contains 23450 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 21781 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 52536 members 
Mstep: Class 13 contains 51904 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 358141 members 
Mstep: Class 17 contains 499999 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 50581 members 
Mstep: Class 22 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158175744.000000 Penalty: 63555.152344
Iteration 18Q: 19 clusters Score -1.581757e+08 nChanged 33003
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 96606 members 
Mstep: Class 3 contains 268613 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 37118 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 8 contains 24273 members 
Mstep: Class 9 contains 28463 members 
Mstep: Class 10 contains 22755 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 52269 members 
Mstep: Class 13 contains 51487 members 
Mstep: Class 14 contains 2369 members 
Mstep: Class 15 contains 356943 members 
Mstep: Class 17 contains 493384 members 
Mstep: Class 19 contains 3026 members 
Mstep: Class 20 contains 50506 members 
Mstep: Class 22 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158188080.000000 Penalty: 63555.152344
Iteration 19Q: 19 clusters Score -1.581881e+08 nChanged 30456
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 100531 members 
Mstep: Class 3 contains 273667 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 35939 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 8 contains 24986 members 
Mstep: Class 9 contains 28349 members 
Mstep: Class 10 contains 23729 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 52046 members 
Mstep: Class 13 contains 50942 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 355432 members 
Mstep: Class 17 contains 486620 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 50266 members 
Mstep: Class 22 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158200112.000000 Penalty: 63555.152344
Iteration 20F: 19 clusters Score -1.582001e+08 nChanged 28348
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 104313 members 
Mstep: Class 3 contains 279252 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 34838 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 8 contains 25451 members 
Mstep: Class 9 contains 28226 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 51842 members 
Mstep: Class 13 contains 50289 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 353938 members 
Mstep: Class 17 contains 479943 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 49903 members 
Mstep: Class 22 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158211312.000000 Penalty: 63555.152344
Iteration 21Q: 19 clusters Score -1.582113e+08 nChanged 26259
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 107845 members 
Mstep: Class 3 contains 285242 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 33833 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 28088 members 
Mstep: Class 10 contains 25501 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 51648 members 
Mstep: Class 13 contains 49662 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 352490 members 
Mstep: Class 17 contains 473145 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 49488 members 
Mstep: Class 22 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158221648.000000 Penalty: 63555.152344
Iteration 22Q: 19 clusters Score -1.582216e+08 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 111178 members 
Mstep: Class 3 contains 291138 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 32877 members 
Mstep: Class 6 contains 1337 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 27969 members 
Mstep: Class 10 contains 26390 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 51471 members 
Mstep: Class 13 contains 49061 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 350865 members 
Mstep: Class 17 contains 466692 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 49105 members 
Mstep: Class 22 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158229904.000000 Penalty: 63555.152344
Iteration 23Q: 19 clusters Score -1.582299e+08 nChanged 22676
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 114382 members 
Mstep: Class 3 contains 297028 members 
Mstep: Class 4 contains 11042 members 
Mstep: Class 5 contains 31927 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 8 contains 26382 members 
Mstep: Class 9 contains 27870 members 
Mstep: Class 10 contains 27177 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 51302 members 
Mstep: Class 13 contains 48447 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 349320 members 
Mstep: Class 17 contains 460537 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 48661 members 
Mstep: Class 22 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158239984.000000 Penalty: 63555.152344
Iteration 24Q: 19 clusters Score -1.5824e+08 nChanged 21119
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 117369 members 
Mstep: Class 3 contains 302746 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 31034 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 8 contains 26550 members 
Mstep: Class 9 contains 27762 members 
Mstep: Class 10 contains 27988 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 51135 members 
Mstep: Class 13 contains 47839 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 347690 members 
Mstep: Class 17 contains 454716 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 48240 members 
Mstep: Class 22 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158246832.000000 Penalty: 63555.152344
Iteration 25Q: 19 clusters Score -1.582468e+08 nChanged 19831
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 120172 members 
Mstep: Class 3 contains 308441 members 
Mstep: Class 4 contains 10981 members 
Mstep: Class 5 contains 30197 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 8 contains 26677 members 
Mstep: Class 9 contains 27649 members 
Mstep: Class 10 contains 28683 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 50962 members 
Mstep: Class 13 contains 47221 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 346120 members 
Mstep: Class 17 contains 449071 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 47838 members 
Mstep: Class 22 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158254080.000000 Penalty: 63555.152344
Iteration 26Q: 19 clusters Score -1.582541e+08 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 122822 members 
Mstep: Class 3 contains 313801 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 29352 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 8 contains 26783 members 
Mstep: Class 9 contains 27555 members 
Mstep: Class 10 contains 29235 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 50795 members 
Mstep: Class 13 contains 46607 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 344421 members 
Mstep: Class 17 contains 444040 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 47504 members 
Mstep: Class 22 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158260912.000000 Penalty: 63555.152344
Iteration 27Q: 19 clusters Score -1.582609e+08 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 125321 members 
Mstep: Class 3 contains 318939 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 28571 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 8 contains 26885 members 
Mstep: Class 9 contains 27468 members 
Mstep: Class 10 contains 29655 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 50638 members 
Mstep: Class 13 contains 46003 members 
Mstep: Class 14 contains 2369 members 
Mstep: Class 15 contains 342627 members 
Mstep: Class 17 contains 439401 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 47205 members 
Mstep: Class 22 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158267264.000000 Penalty: 63555.152344
Iteration 28Q: 19 clusters Score -1.582673e+08 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 127621 members 
Mstep: Class 3 contains 324430 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 27824 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 8 contains 27034 members 
Mstep: Class 9 contains 27382 members 
Mstep: Class 10 contains 30001 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 50478 members 
Mstep: Class 13 contains 45423 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 340550 members 
Mstep: Class 17 contains 434802 members 
Mstep: Class 19 contains 2673 members 
Mstep: Class 20 contains 46909 members 
Mstep: Class 22 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158274480.000000 Penalty: 63555.152344
Iteration 29Q: 19 clusters Score -1.582745e+08 nChanged 18292
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 129657 members 
Mstep: Class 3 contains 330473 members 
Mstep: Class 4 contains 10673 members 
Mstep: Class 5 contains 27147 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 8 contains 27214 members 
Mstep: Class 9 contains 27294 members 
Mstep: Class 10 contains 30304 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 50313 members 
Mstep: Class 13 contains 44820 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 337989 members 
Mstep: Class 17 contains 430216 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 46707 members 
Mstep: Class 22 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158280640.000000 Penalty: 63555.152344
Iteration 30Q: 19 clusters Score -1.582806e+08 nChanged 18213
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 131475 members 
Mstep: Class 3 contains 336093 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 26532 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 8 contains 27345 members 
Mstep: Class 9 contains 27220 members 
Mstep: Class 10 contains 30626 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 50105 members 
Mstep: Class 13 contains 44308 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 335544 members 
Mstep: Class 17 contains 425845 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 22 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158285552.000000 Penalty: 63555.152344
Iteration 31Q: 19 clusters Score -1.582856e+08 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 133254 members 
Mstep: Class 3 contains 340960 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 27148 members 
Mstep: Class 10 contains 30938 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 49930 members 
Mstep: Class 13 contains 43797 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 333399 members 
Mstep: Class 17 contains 421895 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 46216 members 
Mstep: Class 22 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158291360.000000 Penalty: 63555.152344
Iteration 32Q: 19 clusters Score -1.582914e+08 nChanged 18049
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 134829 members 
Mstep: Class 3 contains 344726 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 25342 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 27108 members 
Mstep: Class 10 contains 31215 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 49723 members 
Mstep: Class 13 contains 43263 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 331664 members 
Mstep: Class 17 contains 418693 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 46028 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158296144.000000 Penalty: 63555.152344
Iteration 33Q: 19 clusters Score -1.582961e+08 nChanged 17022
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 136302 members 
Mstep: Class 3 contains 347073 members 
Mstep: Class 4 contains 10420 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 8 contains 27534 members 
Mstep: Class 9 contains 27047 members 
Mstep: Class 10 contains 31468 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 49503 members 
Mstep: Class 13 contains 42750 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 330388 members 
Mstep: Class 17 contains 416375 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 45886 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158299600.000000 Penalty: 63555.152344
Iteration 34Q: 19 clusters Score -1.582996e+08 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 137691 members 
Mstep: Class 3 contains 348285 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 24381 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 8 contains 27616 members 
Mstep: Class 9 contains 26977 members 
Mstep: Class 10 contains 31687 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 49249 members 
Mstep: Class 13 contains 42242 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 329697 members 
Mstep: Class 17 contains 414575 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 45774 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158303120.000000 Penalty: 63555.152344
Iteration 35Q: 19 clusters Score -1.583031e+08 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 138996 members 
Mstep: Class 3 contains 348579 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 23961 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 8 contains 27671 members 
Mstep: Class 9 contains 26920 members 
Mstep: Class 10 contains 31812 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 49006 members 
Mstep: Class 13 contains 41678 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 329484 members 
Mstep: Class 17 contains 413484 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 45663 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158306096.000000 Penalty: 63555.152344
Iteration 36Q: 19 clusters Score -1.583061e+08 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 140342 members 
Mstep: Class 3 contains 348101 members 
Mstep: Class 4 contains 10295 members 
Mstep: Class 5 contains 23552 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 8 contains 27706 members 
Mstep: Class 9 contains 26858 members 
Mstep: Class 10 contains 31917 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 48797 members 
Mstep: Class 13 contains 41068 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 329579 members 
Mstep: Class 17 contains 412872 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 45611 members 
Mstep: Class 22 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307936.000000 Penalty: 63555.152344
Iteration 37Q: 19 clusters Score -1.583079e+08 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 141717 members 
Mstep: Class 3 contains 346750 members 
Mstep: Class 4 contains 10275 members 
Mstep: Class 5 contains 23183 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 8 contains 27764 members 
Mstep: Class 9 contains 26822 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 48569 members 
Mstep: Class 13 contains 40462 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 330005 members 
Mstep: Class 17 contains 412747 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 45568 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158310192.000000 Penalty: 63555.152344
Iteration 38Q: 19 clusters Score -1.583102e+08 nChanged 11465
Entering ConstructFrom: 
Score: -158310192.000000 Penalty: 63555.152344
Entering ConstructFrom: 
Trying to split cluster 1 (29214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Entering Unmasked Estep 
Score: -3175023.750000 Penalty: 2550.035889
	Iteration 0F: 2 clusters Score -3175024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3154992.750000 Penalty: 5100.071777
	Iteration 0F: 3 clusters Score -3154993 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3162309.000000 Penalty: 5100.071777
	Iteration 1F: 3 clusters Score -3162309 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3163047.500000 Penalty: 5100.071777
	Iteration 2F: 3 clusters Score -3163048 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3163870.000000 Penalty: 5100.071777
	Iteration 3F: 3 clusters Score -3163870 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3164873.250000 Penalty: 5100.071777
	Iteration 4F: 3 clusters Score -3164873 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3166179.000000 Penalty: 5100.071777
	Iteration 5F: 3 clusters Score -3166179 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3167610.500000 Penalty: 5100.071777
	Iteration 6F: 3 clusters Score -3167610 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3168993.750000 Penalty: 5100.071777
	Iteration 7F: 3 clusters Score -3168994 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3169933.750000 Penalty: 5100.071777
	Iteration 8Q: 3 clusters Score -3169934 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3170463.500000 Penalty: 5100.071777
	Iteration 9Q: 3 clusters Score -3170464 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3170725.250000 Penalty: 5100.071777
	Iteration 10Q: 3 clusters Score -3170725 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3170937.000000 Penalty: 5100.071777
	Iteration 11Q: 3 clusters Score -3170937 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3171090.750000 Penalty: 5100.071777
	Iteration 12Q: 3 clusters Score -3171091 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3171197.500000 Penalty: 5100.071777
	Iteration 13Q: 3 clusters Score -3171198 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3171302.750000 Penalty: 5100.071777
	Iteration 14Q: 3 clusters Score -3171303 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3171399.250000 Penalty: 5100.071777
	Iteration 15Q: 3 clusters Score -3171399 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3171488.750000 Penalty: 5100.071777
	Iteration 16Q: 3 clusters Score -3171489 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3171590.250000 Penalty: 5100.071777
	Iteration 17Q: 3 clusters Score -3171590 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3171675.000000 Penalty: 5100.071777
	Iteration 18Q: 3 clusters Score -3171675 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3171762.250000 Penalty: 5100.071777
	Iteration 19Q: 3 clusters Score -3171762 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3171851.750000 Penalty: 5100.071777
	Iteration 20F: 3 clusters Score -3171852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3171955.500000 Penalty: 5100.071777
	Iteration 21Q: 3 clusters Score -3171956 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3172018.750000 Penalty: 5100.071777
	Iteration 22Q: 3 clusters Score -3172019 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3172105.500000 Penalty: 5100.071777
	Iteration 23Q: 3 clusters Score -3172106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3172185.500000 Penalty: 5100.071777
	Iteration 24Q: 3 clusters Score -3172186 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3172239.750000 Penalty: 5100.071777
	Iteration 25Q: 3 clusters Score -3172240 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3172298.000000 Penalty: 5100.071777
	Iteration 26Q: 3 clusters Score -3172298 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3172347.000000 Penalty: 5100.071777
	Iteration 27Q: 3 clusters Score -3172347 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3172405.250000 Penalty: 5100.071777
	Iteration 28Q: 3 clusters Score -3172405 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3172451.750000 Penalty: 5100.071777
	Iteration 29Q: 3 clusters Score -3172452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3172507.000000 Penalty: 5100.071777
	Iteration 30Q: 3 clusters Score -3172507 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3172566.250000 Penalty: 5100.071777
	Iteration 31Q: 3 clusters Score -3172566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3172617.250000 Penalty: 5100.071777
	Iteration 32Q: 3 clusters Score -3172617 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3172663.500000 Penalty: 5100.071777
	Iteration 33Q: 3 clusters Score -3172664 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3172722.500000 Penalty: 5100.071777
	Iteration 34Q: 3 clusters Score -3172722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3172773.500000 Penalty: 5100.071777
	Iteration 35Q: 3 clusters Score -3172774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3172798.750000 Penalty: 5100.071777
	Iteration 36Q: 3 clusters Score -3172799 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3172849.250000 Penalty: 5100.071777
	Iteration 37Q: 3 clusters Score -3172849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3172888.250000 Penalty: 5100.071777
	Iteration 38Q: 3 clusters Score -3172888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3172932.000000 Penalty: 5100.071777
	Iteration 39Q: 3 clusters Score -3172932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3172968.000000 Penalty: 5100.071777
	Iteration 40F: 3 clusters Score -3172968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3172989.250000 Penalty: 5100.071777
	Iteration 41Q: 3 clusters Score -3172989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3172995.500000 Penalty: 5100.071777
	Iteration 42Q: 3 clusters Score -3172996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3173010.250000 Penalty: 5100.071777
	Iteration 43Q: 3 clusters Score -3173010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3173036.750000 Penalty: 5100.071777
	Iteration 44Q: 3 clusters Score -3173037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3173047.750000 Penalty: 5100.071777
	Iteration 45Q: 3 clusters Score -3173048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3173055.750000 Penalty: 5100.071777
	Iteration 46Q: 3 clusters Score -3173056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3173070.500000 Penalty: 5100.071777
	Iteration 47Q: 3 clusters Score -3173070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3173089.500000 Penalty: 5100.071777
	Iteration 48Q: 3 clusters Score -3173090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3173100.750000 Penalty: 5100.071777
	Iteration 49Q: 3 clusters Score -3173101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3173124.000000 Penalty: 5100.071777
	Iteration 50Q: 3 clusters Score -3173124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3173131.500000 Penalty: 5100.071777
	Iteration 51Q: 3 clusters Score -3173132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3173140.750000 Penalty: 5100.071777
	Iteration 52Q: 3 clusters Score -3173141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3173137.500000 Penalty: 5100.071777
	Iteration 53Q: 3 clusters Score -3173138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3173148.000000 Penalty: 5100.071777
	Iteration 54Q: 3 clusters Score -3173148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3173160.250000 Penalty: 5100.071777
	Iteration 55Q: 3 clusters Score -3173160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3173166.000000 Penalty: 5100.071777
	Iteration 56Q: 3 clusters Score -3173166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3173169.750000 Penalty: 5100.071777
	Iteration 57Q: 3 clusters Score -3173170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3173169.000000 Penalty: 5100.071777
	Iteration 58Q: 3 clusters Score -3173169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3173167.750000 Penalty: 5100.071777
	Iteration 59Q: 3 clusters Score -3173168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3173168.750000 Penalty: 5100.071777
	Iteration 60F: 3 clusters Score -3173169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3173174.750000 Penalty: 5100.071777
	Iteration 61Q: 3 clusters Score -3173175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3173176.750000 Penalty: 5100.071777
	Iteration 62Q: 3 clusters Score -3173177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3173175.250000 Penalty: 5100.071777
	Iteration 63Q: 3 clusters Score -3173175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3173177.500000 Penalty: 5100.071777
	Iteration 64Q: 3 clusters Score -3173178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3173176.250000 Penalty: 5100.071777
	Iteration 65Q: 3 clusters Score -3173176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3173181.500000 Penalty: 5100.071777
	Iteration 66Q: 3 clusters Score -3173182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3173180.750000 Penalty: 5100.071777
	Iteration 67Q: 3 clusters Score -3173181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3173187.750000 Penalty: 5100.071777
	Iteration 68Q: 3 clusters Score -3173188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3173191.250000 Penalty: 5100.071777
	Iteration 69Q: 3 clusters Score -3173191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3173193.500000 Penalty: 5100.071777
	Iteration 70Q: 3 clusters Score -3173194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3173195.250000 Penalty: 5100.071777
	Iteration 71Q: 3 clusters Score -3173195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3173195.750000 Penalty: 5100.071777
	Iteration 72Q: 3 clusters Score -3173196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3173195.000000 Penalty: 5100.071777
	Iteration 73Q: 3 clusters Score -3173195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3173195.000000 Penalty: 5100.071777
	Iteration 74F: 3 clusters Score -3173195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Entering Unmasked Estep 
Score: -15296343.000000 Penalty: 2944.146240
	Iteration 0F: 2 clusters Score -1.529634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -15200302.000000 Penalty: 5888.292480
	Iteration 0F: 3 clusters Score -1.52003e+07 nChanged 68396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -15240661.000000 Penalty: 5888.292480
	Iteration 1F: 3 clusters Score -1.524066e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -15242153.000000 Penalty: 5888.292480
	Iteration 2Q: 3 clusters Score -1.524215e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -15244410.000000 Penalty: 5888.292480
	Iteration 3Q: 3 clusters Score -1.524441e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -15247763.000000 Penalty: 5888.292480
	Iteration 4Q: 3 clusters Score -1.524776e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -15253164.000000 Penalty: 5888.292480
	Iteration 5F: 3 clusters Score -1.525316e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -15261885.000000 Penalty: 5888.292480
	Iteration 6F: 3 clusters Score -1.526188e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -15272329.000000 Penalty: 5888.292480
	Iteration 7F: 3 clusters Score -1.527233e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -15281098.000000 Penalty: 5888.292480
	Iteration 8F: 3 clusters Score -1.52811e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -15286590.000000 Penalty: 5888.292480
	Iteration 9Q: 3 clusters Score -1.528659e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -15289667.000000 Penalty: 5888.292480
	Iteration 10Q: 3 clusters Score -1.528967e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 131633 members 
Entering Unmasked Estep 
Score: -15291359.000000 Penalty: 5888.292480
	Iteration 11Q: 3 clusters Score -1.529136e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 133085 members 
Entering Unmasked Estep 
Score: -15292340.000000 Penalty: 5888.292480
	Iteration 12Q: 3 clusters Score -1.529234e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 134280 members 
Entering Unmasked Estep 
Score: -15293009.000000 Penalty: 5888.292480
	Iteration 13Q: 3 clusters Score -1.529301e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -15293575.000000 Penalty: 5888.292480
	Iteration 14Q: 3 clusters Score -1.529358e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -15294066.000000 Penalty: 5888.292480
	Iteration 15Q: 3 clusters Score -1.529407e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 136697 members 
Entering Unmasked Estep 
Score: -15294431.000000 Penalty: 5888.292480
	Iteration 16Q: 3 clusters Score -1.529443e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -15294740.000000 Penalty: 5888.292480
	Iteration 17Q: 3 clusters Score -1.529474e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 137687 members 
Entering Unmasked Estep 
Score: -15294867.000000 Penalty: 5888.292480
	Iteration 18Q: 3 clusters Score -1.529487e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -15294978.000000 Penalty: 5888.292480
	Iteration 19Q: 3 clusters Score -1.529498e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 138299 members 
Entering Unmasked Estep 
Score: -15295099.000000 Penalty: 5888.292480
	Iteration 20F: 3 clusters Score -1.52951e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 138536 members 
Entering Unmasked Estep 
Score: -15295185.000000 Penalty: 5888.292480
	Iteration 21Q: 3 clusters Score -1.529518e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 138732 members 
Entering Unmasked Estep 
Score: -15295260.000000 Penalty: 5888.292480
	Iteration 22Q: 3 clusters Score -1.529526e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 138893 members 
Entering Unmasked Estep 
Score: -15295310.000000 Penalty: 5888.292480
	Iteration 23Q: 3 clusters Score -1.529531e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -15295388.000000 Penalty: 5888.292480
	Iteration 24Q: 3 clusters Score -1.529539e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -15295400.000000 Penalty: 5888.292480
	Iteration 25Q: 3 clusters Score -1.52954e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 139243 members 
Entering Unmasked Estep 
Score: -15295395.000000 Penalty: 5888.292480
	Iteration 26Q: 3 clusters Score -1.52954e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -15295420.000000 Penalty: 5888.292480
	Iteration 27Q: 3 clusters Score -1.529542e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -15295433.000000 Penalty: 5888.292480
	Iteration 28Q: 3 clusters Score -1.529543e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 139454 members 
Entering Unmasked Estep 
Score: -15295489.000000 Penalty: 5888.292480
	Iteration 29Q: 3 clusters Score -1.529549e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -15295522.000000 Penalty: 5888.292480
	Iteration 30Q: 3 clusters Score -1.529552e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -15295548.000000 Penalty: 5888.292480
	Iteration 31Q: 3 clusters Score -1.529555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -15295573.000000 Penalty: 5888.292480
	Iteration 32Q: 3 clusters Score -1.529557e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 139633 members 
Entering Unmasked Estep 
Score: -15295572.000000 Penalty: 5888.292480
	Iteration 33Q: 3 clusters Score -1.529557e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -15295575.000000 Penalty: 5888.292480
	Iteration 34Q: 3 clusters Score -1.529558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -15295564.000000 Penalty: 5888.292480
	Iteration 35Q: 3 clusters Score -1.529556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -15295566.000000 Penalty: 5888.292480
	Iteration 36Q: 3 clusters Score -1.529557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -15295577.000000 Penalty: 5888.292480
	Iteration 37Q: 3 clusters Score -1.529558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 139701 members 
Entering Unmasked Estep 
Score: -15295583.000000 Penalty: 5888.292480
	Iteration 38Q: 3 clusters Score -1.529558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -15295580.000000 Penalty: 5888.292480
	Iteration 39Q: 3 clusters Score -1.529558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 139708 members 
Entering Unmasked Estep 
Score: -15295585.000000 Penalty: 5888.292480
	Iteration 40F: 3 clusters Score -1.529558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 139710 members 
Entering Unmasked Estep 
Score: -15295590.000000 Penalty: 5888.292480
	Iteration 41Q: 3 clusters Score -1.529559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -15295583.000000 Penalty: 5888.292480
	Iteration 42Q: 3 clusters Score -1.529558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 139717 members 
Entering Unmasked Estep 
Score: -15295587.000000 Penalty: 5888.292480
	Iteration 43Q: 3 clusters Score -1.529559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -15295575.000000 Penalty: 5888.292480
	Iteration 44Q: 3 clusters Score -1.529558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -15295574.000000 Penalty: 5888.292480
	Iteration 45Q: 3 clusters Score -1.529557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -15295584.000000 Penalty: 5888.292480
	Iteration 46Q: 3 clusters Score -1.529558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -15295584.000000 Penalty: 5888.292480
	Iteration 47F: 3 clusters Score -1.529558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (344839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344839 members 
Entering Unmasked Estep 
Score: -36515836.000000 Penalty: 3162.206543
	Iteration 0F: 2 clusters Score -3.651584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172554 members 
Mstep: Class 2 contains 172285 members 
Entering Unmasked Estep 
Score: -36297672.000000 Penalty: 6324.413086
	Iteration 0F: 3 clusters Score -3.629767e+07 nChanged 167598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -36397424.000000 Penalty: 6324.413086
	Iteration 1F: 3 clusters Score -3.639742e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180102 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -36398740.000000 Penalty: 6324.413086
	Iteration 2Q: 3 clusters Score -3.639874e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184266 members 
Mstep: Class 2 contains 160573 members 
Entering Unmasked Estep 
Score: -36400824.000000 Penalty: 6324.413086
	Iteration 3Q: 3 clusters Score -3.640082e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190555 members 
Mstep: Class 2 contains 154284 members 
Entering Unmasked Estep 
Score: -36403336.000000 Penalty: 6324.413086
	Iteration 4Q: 3 clusters Score -3.640334e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199783 members 
Mstep: Class 2 contains 145056 members 
Entering Unmasked Estep 
Score: -36407680.000000 Penalty: 6324.413086
	Iteration 5Q: 3 clusters Score -3.640768e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212755 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -36414324.000000 Penalty: 6324.413086
	Iteration 6Q: 3 clusters Score -3.641432e+07 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229587 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -36425820.000000 Penalty: 6324.413086
	Iteration 7F: 3 clusters Score -3.642582e+07 nChanged 22337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248402 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -36441248.000000 Penalty: 6324.413086
	Iteration 8F: 3 clusters Score -3.644125e+07 nChanged 21991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265813 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -36458984.000000 Penalty: 6324.413086
	Iteration 9F: 3 clusters Score -3.645898e+07 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278226 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -36473672.000000 Penalty: 6324.413086
	Iteration 10F: 3 clusters Score -3.647367e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285228 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -36482672.000000 Penalty: 6324.413086
	Iteration 11Q: 3 clusters Score -3.648267e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289084 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -36487156.000000 Penalty: 6324.413086
	Iteration 12Q: 3 clusters Score -3.648716e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292099 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -36489628.000000 Penalty: 6324.413086
	Iteration 13Q: 3 clusters Score -3.648963e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294768 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -36491044.000000 Penalty: 6324.413086
	Iteration 14Q: 3 clusters Score -3.649104e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297401 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -36492344.000000 Penalty: 6324.413086
	Iteration 15Q: 3 clusters Score -3.649234e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300040 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -36493696.000000 Penalty: 6324.413086
	Iteration 16Q: 3 clusters Score -3.64937e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302689 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -36494884.000000 Penalty: 6324.413086
	Iteration 17Q: 3 clusters Score -3.649488e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305298 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -36496060.000000 Penalty: 6324.413086
	Iteration 18Q: 3 clusters Score -3.649606e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307837 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -36497200.000000 Penalty: 6324.413086
	Iteration 19Q: 3 clusters Score -3.64972e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310328 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -36498300.000000 Penalty: 6324.413086
	Iteration 20F: 3 clusters Score -3.64983e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312709 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -36499548.000000 Penalty: 6324.413086
	Iteration 21Q: 3 clusters Score -3.649955e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315139 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -36500748.000000 Penalty: 6324.413086
	Iteration 22Q: 3 clusters Score -3.650075e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317568 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -36502260.000000 Penalty: 6324.413086
	Iteration 23Q: 3 clusters Score -3.650226e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319966 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -36503564.000000 Penalty: 6324.413086
	Iteration 24Q: 3 clusters Score -3.650356e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322394 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -36504900.000000 Penalty: 6324.413086
	Iteration 25Q: 3 clusters Score -3.65049e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324749 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -36506272.000000 Penalty: 6324.413086
	Iteration 26Q: 3 clusters Score -3.650627e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327006 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -36507316.000000 Penalty: 6324.413086
	Iteration 27Q: 3 clusters Score -3.650732e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329100 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -36508232.000000 Penalty: 6324.413086
	Iteration 28Q: 3 clusters Score -3.650823e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331007 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -36508844.000000 Penalty: 6324.413086
	Iteration 29Q: 3 clusters Score -3.650884e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332709 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -36509356.000000 Penalty: 6324.413086
	Iteration 30Q: 3 clusters Score -3.650936e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334204 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -36509860.000000 Penalty: 6324.413086
	Iteration 31Q: 3 clusters Score -3.650986e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335559 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -36510404.000000 Penalty: 6324.413086
	Iteration 32Q: 3 clusters Score -3.65104e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336713 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -36510732.000000 Penalty: 6324.413086
	Iteration 33Q: 3 clusters Score -3.651073e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337676 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -36511248.000000 Penalty: 6324.413086
	Iteration 34Q: 3 clusters Score -3.651125e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338459 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -36511344.000000 Penalty: 6324.413086
	Iteration 35Q: 3 clusters Score -3.651134e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339142 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -36511500.000000 Penalty: 6324.413086
	Iteration 36Q: 3 clusters Score -3.65115e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339692 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -36511700.000000 Penalty: 6324.413086
	Iteration 37Q: 3 clusters Score -3.65117e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340152 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -36511852.000000 Penalty: 6324.413086
	Iteration 38Q: 3 clusters Score -3.651185e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340548 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -36512032.000000 Penalty: 6324.413086
	Iteration 39Q: 3 clusters Score -3.651203e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340892 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -36512112.000000 Penalty: 6324.413086
	Iteration 40F: 3 clusters Score -3.651211e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341190 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -36512260.000000 Penalty: 6324.413086
	Iteration 41Q: 3 clusters Score -3.651226e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341436 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -36512360.000000 Penalty: 6324.413086
	Iteration 42Q: 3 clusters Score -3.651236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341635 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -36512484.000000 Penalty: 6324.413086
	Iteration 43Q: 3 clusters Score -3.651248e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341805 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -36512600.000000 Penalty: 6324.413086
	Iteration 44Q: 3 clusters Score -3.65126e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341955 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -36512604.000000 Penalty: 6324.413086
	Iteration 45Q: 3 clusters Score -3.65126e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342081 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -36512624.000000 Penalty: 6324.413086
	Iteration 46Q: 3 clusters Score -3.651262e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342203 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -36512708.000000 Penalty: 6324.413086
	Iteration 47Q: 3 clusters Score -3.651271e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342286 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -36512772.000000 Penalty: 6324.413086
	Iteration 48Q: 3 clusters Score -3.651277e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342374 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -36512792.000000 Penalty: 6324.413086
	Iteration 49Q: 3 clusters Score -3.651279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342448 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -36512808.000000 Penalty: 6324.413086
	Iteration 50Q: 3 clusters Score -3.651281e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342525 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -36512832.000000 Penalty: 6324.413086
	Iteration 51Q: 3 clusters Score -3.651283e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342587 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -36512856.000000 Penalty: 6324.413086
	Iteration 52Q: 3 clusters Score -3.651286e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342650 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -36512904.000000 Penalty: 6324.413086
	Iteration 53Q: 3 clusters Score -3.65129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342699 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -36512924.000000 Penalty: 6324.413086
	Iteration 54Q: 3 clusters Score -3.651292e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342741 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -36512900.000000 Penalty: 6324.413086
	Iteration 55Q: 3 clusters Score -3.65129e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342794 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -36512928.000000 Penalty: 6324.413086
	Iteration 56Q: 3 clusters Score -3.651293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342846 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -36512980.000000 Penalty: 6324.413086
	Iteration 57Q: 3 clusters Score -3.651298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342883 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -36512988.000000 Penalty: 6324.413086
	Iteration 58Q: 3 clusters Score -3.651299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342928 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -36513004.000000 Penalty: 6324.413086
	Iteration 59Q: 3 clusters Score -3.6513e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342970 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -36512996.000000 Penalty: 6324.413086
	Iteration 60F: 3 clusters Score -3.6513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343016 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -36513008.000000 Penalty: 6324.413086
	Iteration 61Q: 3 clusters Score -3.651301e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343067 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -36513032.000000 Penalty: 6324.413086
	Iteration 62Q: 3 clusters Score -3.651303e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343109 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -36513048.000000 Penalty: 6324.413086
	Iteration 63Q: 3 clusters Score -3.651305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343139 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -36513072.000000 Penalty: 6324.413086
	Iteration 64Q: 3 clusters Score -3.651307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343179 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -36513044.000000 Penalty: 6324.413086
	Iteration 65Q: 3 clusters Score -3.651304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343202 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -36513040.000000 Penalty: 6324.413086
	Iteration 66Q: 3 clusters Score -3.651304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343226 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -36513060.000000 Penalty: 6324.413086
	Iteration 67Q: 3 clusters Score -3.651306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343239 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -36513064.000000 Penalty: 6324.413086
	Iteration 68Q: 3 clusters Score -3.651306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343246 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -36513056.000000 Penalty: 6324.413086
	Iteration 69Q: 3 clusters Score -3.651306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343252 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -36513072.000000 Penalty: 6324.413086
	Iteration 70Q: 3 clusters Score -3.651307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343255 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -36513080.000000 Penalty: 6324.413086
	Iteration 71Q: 3 clusters Score -3.651308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343267 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -36513076.000000 Penalty: 6324.413086
	Iteration 72Q: 3 clusters Score -3.651308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343280 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -36513068.000000 Penalty: 6324.413086
	Iteration 73Q: 3 clusters Score -3.651307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343293 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -36513092.000000 Penalty: 6324.413086
	Iteration 74Q: 3 clusters Score -3.651309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343306 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -36513104.000000 Penalty: 6324.413086
	Iteration 75Q: 3 clusters Score -3.65131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343312 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -36513112.000000 Penalty: 6324.413086
	Iteration 76Q: 3 clusters Score -3.651311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343320 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -36513124.000000 Penalty: 6324.413086
	Iteration 77Q: 3 clusters Score -3.651312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343329 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -36513100.000000 Penalty: 6324.413086
	Iteration 78Q: 3 clusters Score -3.65131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343343 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -36513132.000000 Penalty: 6324.413086
	Iteration 79Q: 3 clusters Score -3.651313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343353 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -36513168.000000 Penalty: 6324.413086
	Iteration 80F: 3 clusters Score -3.651317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343364 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -36513164.000000 Penalty: 6324.413086
	Iteration 81Q: 3 clusters Score -3.651316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343371 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -36513160.000000 Penalty: 6324.413086
	Iteration 82Q: 3 clusters Score -3.651316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343379 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -36513192.000000 Penalty: 6324.413086
	Iteration 83Q: 3 clusters Score -3.651319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343388 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -36513192.000000 Penalty: 6324.413086
	Iteration 84Q: 3 clusters Score -3.651319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343395 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -36513196.000000 Penalty: 6324.413086
	Iteration 85Q: 3 clusters Score -3.65132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343397 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -36513188.000000 Penalty: 6324.413086
	Iteration 86Q: 3 clusters Score -3.651319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343400 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -36513208.000000 Penalty: 6324.413086
	Iteration 87Q: 3 clusters Score -3.651321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343405 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -36513192.000000 Penalty: 6324.413086
	Iteration 88Q: 3 clusters Score -3.651319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343409 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -36513196.000000 Penalty: 6324.413086
	Iteration 89Q: 3 clusters Score -3.65132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343417 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -36513180.000000 Penalty: 6324.413086
	Iteration 90Q: 3 clusters Score -3.651318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343420 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -36513188.000000 Penalty: 6324.413086
	Iteration 91Q: 3 clusters Score -3.651319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343426 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -36513196.000000 Penalty: 6324.413086
	Iteration 92Q: 3 clusters Score -3.65132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343431 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -36513204.000000 Penalty: 6324.413086
	Iteration 93Q: 3 clusters Score -3.65132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343437 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -36513196.000000 Penalty: 6324.413086
	Iteration 94Q: 3 clusters Score -3.65132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343442 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -36513220.000000 Penalty: 6324.413086
	Iteration 95Q: 3 clusters Score -3.651322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343444 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -36513216.000000 Penalty: 6324.413086
	Iteration 96Q: 3 clusters Score -3.651322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343444 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -36513204.000000 Penalty: 6324.413086
	Iteration 97Q: 3 clusters Score -3.65132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -36513228.000000 Penalty: 6324.413086
	Iteration 98Q: 3 clusters Score -3.651323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343451 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -36513224.000000 Penalty: 6324.413086
	Iteration 99Q: 3 clusters Score -3.651322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343451 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -36513220.000000 Penalty: 6324.413086
	Iteration 100F: 3 clusters Score -3.651322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343450 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -36513212.000000 Penalty: 6324.413086
	Iteration 101Q: 3 clusters Score -3.651321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -36513216.000000 Penalty: 6324.413086
	Iteration 102Q: 3 clusters Score -3.651322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -36513216.000000 Penalty: 6324.413086
	Iteration 103F: 3 clusters Score -3.651322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Entering Unmasked Estep 
Score: -1056810.375000 Penalty: 2290.699219
	Iteration 0F: 2 clusters Score -1056810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1048938.875000 Penalty: 4581.398438
	Iteration 0F: 3 clusters Score -1048939 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1051332.625000 Penalty: 4581.398438
	Iteration 1F: 3 clusters Score -1051333 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1051651.625000 Penalty: 4581.398438
	Iteration 2F: 3 clusters Score -1051652 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1051865.750000 Penalty: 4581.398438
	Iteration 3Q: 3 clusters Score -1051866 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1052010.000000 Penalty: 4581.398438
	Iteration 4Q: 3 clusters Score -1052010 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1052113.625000 Penalty: 4581.398438
	Iteration 5Q: 3 clusters Score -1052114 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1052193.875000 Penalty: 4581.398438
	Iteration 6Q: 3 clusters Score -1052194 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1052274.750000 Penalty: 4581.398438
	Iteration 7Q: 3 clusters Score -1052275 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1052344.375000 Penalty: 4581.398438
	Iteration 8Q: 3 clusters Score -1052344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1052402.125000 Penalty: 4581.398438
	Iteration 9Q: 3 clusters Score -1052402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1052457.250000 Penalty: 4581.398438
	Iteration 10Q: 3 clusters Score -1052457 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1052509.625000 Penalty: 4581.398438
	Iteration 11Q: 3 clusters Score -1052510 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1052576.875000 Penalty: 4581.398438
	Iteration 12Q: 3 clusters Score -1052577 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1052659.375000 Penalty: 4581.398438
	Iteration 13Q: 3 clusters Score -1052659 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1052733.125000 Penalty: 4581.398438
	Iteration 14Q: 3 clusters Score -1052733 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1052827.500000 Penalty: 4581.398438
	Iteration 15Q: 3 clusters Score -1052828 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1052940.000000 Penalty: 4581.398438
	Iteration 16Q: 3 clusters Score -1052940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1053063.250000 Penalty: 4581.398438
	Iteration 17Q: 3 clusters Score -1053063 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1053202.875000 Penalty: 4581.398438
	Iteration 18Q: 3 clusters Score -1053203 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1053342.125000 Penalty: 4581.398438
	Iteration 19Q: 3 clusters Score -1053342 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1053488.750000 Penalty: 4581.398438
	Iteration 20F: 3 clusters Score -1053489 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1053609.250000 Penalty: 4581.398438
	Iteration 21Q: 3 clusters Score -1053609 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1053698.125000 Penalty: 4581.398438
	Iteration 22Q: 3 clusters Score -1053698 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1053770.125000 Penalty: 4581.398438
	Iteration 23Q: 3 clusters Score -1053770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1053834.500000 Penalty: 4581.398438
	Iteration 24Q: 3 clusters Score -1053834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1053888.750000 Penalty: 4581.398438
	Iteration 25Q: 3 clusters Score -1053889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1053931.625000 Penalty: 4581.398438
	Iteration 26Q: 3 clusters Score -1053932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1053964.625000 Penalty: 4581.398438
	Iteration 27Q: 3 clusters Score -1053965 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1053987.500000 Penalty: 4581.398438
	Iteration 28Q: 3 clusters Score -1053988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1054011.125000 Penalty: 4581.398438
	Iteration 29Q: 3 clusters Score -1054011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1054023.375000 Penalty: 4581.398438
	Iteration 30Q: 3 clusters Score -1054023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1054039.250000 Penalty: 4581.398438
	Iteration 31Q: 3 clusters Score -1054039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1054047.375000 Penalty: 4581.398438
	Iteration 32Q: 3 clusters Score -1054047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1054056.625000 Penalty: 4581.398438
	Iteration 33Q: 3 clusters Score -1054057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1054063.375000 Penalty: 4581.398438
	Iteration 34Q: 3 clusters Score -1054063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1054073.500000 Penalty: 4581.398438
	Iteration 35Q: 3 clusters Score -1054074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1054080.125000 Penalty: 4581.398438
	Iteration 36Q: 3 clusters Score -1054080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1054087.500000 Penalty: 4581.398438
	Iteration 37Q: 3 clusters Score -1054088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1054091.625000 Penalty: 4581.398438
	Iteration 38Q: 3 clusters Score -1054092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1054102.750000 Penalty: 4581.398438
	Iteration 39Q: 3 clusters Score -1054103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1054105.625000 Penalty: 4581.398438
	Iteration 40F: 3 clusters Score -1054106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1054110.000000 Penalty: 4581.398438
	Iteration 41Q: 3 clusters Score -1054110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1054114.875000 Penalty: 4581.398438
	Iteration 42Q: 3 clusters Score -1054115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1054122.875000 Penalty: 4581.398438
	Iteration 43Q: 3 clusters Score -1054123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1054131.250000 Penalty: 4581.398438
	Iteration 44Q: 3 clusters Score -1054131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1054137.625000 Penalty: 4581.398438
	Iteration 45Q: 3 clusters Score -1054138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1054143.125000 Penalty: 4581.398438
	Iteration 46Q: 3 clusters Score -1054143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1054147.250000 Penalty: 4581.398438
	Iteration 47Q: 3 clusters Score -1054147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1054159.125000 Penalty: 4581.398438
	Iteration 48Q: 3 clusters Score -1054159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1054173.000000 Penalty: 4581.398438
	Iteration 49Q: 3 clusters Score -1054173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1054177.625000 Penalty: 4581.398438
	Iteration 50Q: 3 clusters Score -1054178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1054192.000000 Penalty: 4581.398438
	Iteration 51Q: 3 clusters Score -1054192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1054202.750000 Penalty: 4581.398438
	Iteration 52Q: 3 clusters Score -1054203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1054214.500000 Penalty: 4581.398438
	Iteration 53Q: 3 clusters Score -1054214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1054227.125000 Penalty: 4581.398438
	Iteration 54Q: 3 clusters Score -1054227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1054235.000000 Penalty: 4581.398438
	Iteration 55Q: 3 clusters Score -1054235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1054249.125000 Penalty: 4581.398438
	Iteration 56Q: 3 clusters Score -1054249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1054262.125000 Penalty: 4581.398438
	Iteration 57Q: 3 clusters Score -1054262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1054273.250000 Penalty: 4581.398438
	Iteration 58Q: 3 clusters Score -1054273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1054283.625000 Penalty: 4581.398438
	Iteration 59Q: 3 clusters Score -1054284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1054295.750000 Penalty: 4581.398438
	Iteration 60F: 3 clusters Score -1054296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1054302.250000 Penalty: 4581.398438
	Iteration 61Q: 3 clusters Score -1054302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1054308.250000 Penalty: 4581.398438
	Iteration 62Q: 3 clusters Score -1054308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1054314.750000 Penalty: 4581.398438
	Iteration 63Q: 3 clusters Score -1054315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1054316.625000 Penalty: 4581.398438
	Iteration 64Q: 3 clusters Score -1054317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1054321.375000 Penalty: 4581.398438
	Iteration 65Q: 3 clusters Score -1054321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1054327.375000 Penalty: 4581.398438
	Iteration 66Q: 3 clusters Score -1054327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1054334.250000 Penalty: 4581.398438
	Iteration 67Q: 3 clusters Score -1054334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1054340.125000 Penalty: 4581.398438
	Iteration 68Q: 3 clusters Score -1054340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1054342.875000 Penalty: 4581.398438
	Iteration 69Q: 3 clusters Score -1054343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1054347.125000 Penalty: 4581.398438
	Iteration 70Q: 3 clusters Score -1054347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1054351.000000 Penalty: 4581.398438
	Iteration 71Q: 3 clusters Score -1054351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1054359.250000 Penalty: 4581.398438
	Iteration 72Q: 3 clusters Score -1054359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1054368.625000 Penalty: 4581.398438
	Iteration 73Q: 3 clusters Score -1054369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1054377.500000 Penalty: 4581.398438
	Iteration 74Q: 3 clusters Score -1054378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1054384.875000 Penalty: 4581.398438
	Iteration 75Q: 3 clusters Score -1054385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1054394.375000 Penalty: 4581.398438
	Iteration 76Q: 3 clusters Score -1054394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1054402.750000 Penalty: 4581.398438
	Iteration 77Q: 3 clusters Score -1054403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1054412.500000 Penalty: 4581.398438
	Iteration 78Q: 3 clusters Score -1054412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1054421.250000 Penalty: 4581.398438
	Iteration 79Q: 3 clusters Score -1054421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1054431.375000 Penalty: 4581.398438
	Iteration 80F: 3 clusters Score -1054431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1054437.500000 Penalty: 4581.398438
	Iteration 81Q: 3 clusters Score -1054438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1054452.125000 Penalty: 4581.398438
	Iteration 82Q: 3 clusters Score -1054452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1054469.875000 Penalty: 4581.398438
	Iteration 83Q: 3 clusters Score -1054470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1054479.875000 Penalty: 4581.398438
	Iteration 84Q: 3 clusters Score -1054480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1054488.875000 Penalty: 4581.398438
	Iteration 85Q: 3 clusters Score -1054489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1054494.875000 Penalty: 4581.398438
	Iteration 86Q: 3 clusters Score -1054495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1054502.125000 Penalty: 4581.398438
	Iteration 87Q: 3 clusters Score -1054502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1054508.125000 Penalty: 4581.398438
	Iteration 88Q: 3 clusters Score -1054508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1054510.750000 Penalty: 4581.398438
	Iteration 89Q: 3 clusters Score -1054511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1054518.000000 Penalty: 4581.398438
	Iteration 90Q: 3 clusters Score -1054518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1054524.750000 Penalty: 4581.398438
	Iteration 91Q: 3 clusters Score -1054525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1054533.250000 Penalty: 4581.398438
	Iteration 92Q: 3 clusters Score -1054533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1054545.125000 Penalty: 4581.398438
	Iteration 93Q: 3 clusters Score -1054545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1054552.625000 Penalty: 4581.398438
	Iteration 94Q: 3 clusters Score -1054553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1054562.250000 Penalty: 4581.398438
	Iteration 95Q: 3 clusters Score -1054562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1054574.875000 Penalty: 4581.398438
	Iteration 96Q: 3 clusters Score -1054575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1054581.500000 Penalty: 4581.398438
	Iteration 97Q: 3 clusters Score -1054582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1054593.250000 Penalty: 4581.398438
	Iteration 98Q: 3 clusters Score -1054593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1054604.625000 Penalty: 4581.398438
	Iteration 99Q: 3 clusters Score -1054605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1054615.000000 Penalty: 4581.398438
	Iteration 100F: 3 clusters Score -1054615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1054620.625000 Penalty: 4581.398438
	Iteration 101Q: 3 clusters Score -1054621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1054625.500000 Penalty: 4581.398438
	Iteration 102Q: 3 clusters Score -1054626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1054628.500000 Penalty: 4581.398438
	Iteration 103Q: 3 clusters Score -1054628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1054635.875000 Penalty: 4581.398438
	Iteration 104Q: 3 clusters Score -1054636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1054637.500000 Penalty: 4581.398438
	Iteration 105Q: 3 clusters Score -1054638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1054640.875000 Penalty: 4581.398438
	Iteration 106Q: 3 clusters Score -1054641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1054646.625000 Penalty: 4581.398438
	Iteration 107Q: 3 clusters Score -1054647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1054648.875000 Penalty: 4581.398438
	Iteration 108Q: 3 clusters Score -1054649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1054649.125000 Penalty: 4581.398438
	Iteration 109Q: 3 clusters Score -1054649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1054652.625000 Penalty: 4581.398438
	Iteration 110Q: 3 clusters Score -1054653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1054653.500000 Penalty: 4581.398438
	Iteration 111Q: 3 clusters Score -1054654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1054657.125000 Penalty: 4581.398438
	Iteration 112Q: 3 clusters Score -1054657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1054658.500000 Penalty: 4581.398438
	Iteration 113Q: 3 clusters Score -1054658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1054659.625000 Penalty: 4581.398438
	Iteration 114Q: 3 clusters Score -1054660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1054659.625000 Penalty: 4581.398438
	Iteration 115F: 3 clusters Score -1054660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Entering Unmasked Estep 
Score: -2426171.250000 Penalty: 2489.461182
	Iteration 0F: 2 clusters Score -2426171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2410224.500000 Penalty: 4978.922363
	Iteration 0F: 3 clusters Score -2410224 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2415592.500000 Penalty: 4978.922363
	Iteration 1F: 3 clusters Score -2415592 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2415928.500000 Penalty: 4978.922363
	Iteration 2F: 3 clusters Score -2415928 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2416159.500000 Penalty: 4978.922363
	Iteration 3Q: 3 clusters Score -2416160 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2416345.750000 Penalty: 4978.922363
	Iteration 4Q: 3 clusters Score -2416346 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2416495.500000 Penalty: 4978.922363
	Iteration 5Q: 3 clusters Score -2416496 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2416647.250000 Penalty: 4978.922363
	Iteration 6Q: 3 clusters Score -2416647 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2416828.000000 Penalty: 4978.922363
	Iteration 7Q: 3 clusters Score -2416828 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2417063.000000 Penalty: 4978.922363
	Iteration 8Q: 3 clusters Score -2417063 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2417415.500000 Penalty: 4978.922363
	Iteration 9Q: 3 clusters Score -2417416 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2417892.250000 Penalty: 4978.922363
	Iteration 10Q: 3 clusters Score -2417892 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2418626.750000 Penalty: 4978.922363
	Iteration 11F: 3 clusters Score -2418627 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2419698.000000 Penalty: 4978.922363
	Iteration 12F: 3 clusters Score -2419698 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2420895.000000 Penalty: 4978.922363
	Iteration 13F: 3 clusters Score -2420895 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2421959.250000 Penalty: 4978.922363
	Iteration 14F: 3 clusters Score -2421959 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2422702.500000 Penalty: 4978.922363
	Iteration 15Q: 3 clusters Score -2422702 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2423176.750000 Penalty: 4978.922363
	Iteration 16Q: 3 clusters Score -2423177 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2423491.750000 Penalty: 4978.922363
	Iteration 17Q: 3 clusters Score -2423492 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2423683.000000 Penalty: 4978.922363
	Iteration 18Q: 3 clusters Score -2423683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2423776.750000 Penalty: 4978.922363
	Iteration 19Q: 3 clusters Score -2423777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2423841.750000 Penalty: 4978.922363
	Iteration 20F: 3 clusters Score -2423842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2423893.750000 Penalty: 4978.922363
	Iteration 21Q: 3 clusters Score -2423894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2423923.500000 Penalty: 4978.922363
	Iteration 22Q: 3 clusters Score -2423924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2423943.500000 Penalty: 4978.922363
	Iteration 23Q: 3 clusters Score -2423944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2423966.500000 Penalty: 4978.922363
	Iteration 24Q: 3 clusters Score -2423966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2423976.500000 Penalty: 4978.922363
	Iteration 25Q: 3 clusters Score -2423976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2423984.250000 Penalty: 4978.922363
	Iteration 26Q: 3 clusters Score -2423984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2423989.750000 Penalty: 4978.922363
	Iteration 27Q: 3 clusters Score -2423990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2423994.750000 Penalty: 4978.922363
	Iteration 28Q: 3 clusters Score -2423995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2423998.000000 Penalty: 4978.922363
	Iteration 29Q: 3 clusters Score -2423998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2424005.250000 Penalty: 4978.922363
	Iteration 30Q: 3 clusters Score -2424005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2424006.000000 Penalty: 4978.922363
	Iteration 31Q: 3 clusters Score -2424006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2424008.750000 Penalty: 4978.922363
	Iteration 32Q: 3 clusters Score -2424009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2424011.500000 Penalty: 4978.922363
	Iteration 33Q: 3 clusters Score -2424012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2424012.250000 Penalty: 4978.922363
	Iteration 34Q: 3 clusters Score -2424012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2424012.250000 Penalty: 4978.922363
	Iteration 35F: 3 clusters Score -2424012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -119322.835938 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -119322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117229.117188 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -117229.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -117515.093750 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -117515.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -117622.164062 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -117622.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117678.390625 Penalty: 3520.384277
	Iteration 3Q: 3 clusters Score -117678.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117703.523438 Penalty: 3520.384277
	Iteration 4Q: 3 clusters Score -117703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117718.859375 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -117718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -117727.093750 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -117727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117731.218750 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -117731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117733.804688 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -117733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117735.976562 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -117736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117737.820312 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -117737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117739.484375 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -117739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117742.984375 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -117743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117744.609375 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -117744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117745.679688 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -117745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117746.351562 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -117746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117746.351562 Penalty: 3520.384277
	Iteration 16F: 3 clusters Score -117746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Entering Unmasked Estep 
Score: -2999042.000000 Penalty: 2537.937500
	Iteration 0F: 2 clusters Score -2999042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2979934.750000 Penalty: 5075.875000
	Iteration 0F: 3 clusters Score -2979935 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2986697.750000 Penalty: 5075.875000
	Iteration 1F: 3 clusters Score -2986698 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2987391.500000 Penalty: 5075.875000
	Iteration 2F: 3 clusters Score -2987392 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2988260.000000 Penalty: 5075.875000
	Iteration 3F: 3 clusters Score -2988260 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2989355.000000 Penalty: 5075.875000
	Iteration 4F: 3 clusters Score -2989355 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2990679.000000 Penalty: 5075.875000
	Iteration 5F: 3 clusters Score -2990679 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2992230.250000 Penalty: 5075.875000
	Iteration 6F: 3 clusters Score -2992230 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2993877.250000 Penalty: 5075.875000
	Iteration 7F: 3 clusters Score -2993877 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2995052.250000 Penalty: 5075.875000
	Iteration 8F: 3 clusters Score -2995052 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2995652.250000 Penalty: 5075.875000
	Iteration 9Q: 3 clusters Score -2995652 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2995918.500000 Penalty: 5075.875000
	Iteration 10Q: 3 clusters Score -2995918 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2996061.750000 Penalty: 5075.875000
	Iteration 11Q: 3 clusters Score -2996062 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2996164.000000 Penalty: 5075.875000
	Iteration 12Q: 3 clusters Score -2996164 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2996265.250000 Penalty: 5075.875000
	Iteration 13Q: 3 clusters Score -2996265 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2996327.500000 Penalty: 5075.875000
	Iteration 14Q: 3 clusters Score -2996328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2996391.000000 Penalty: 5075.875000
	Iteration 15Q: 3 clusters Score -2996391 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2996432.250000 Penalty: 5075.875000
	Iteration 16Q: 3 clusters Score -2996432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2996476.000000 Penalty: 5075.875000
	Iteration 17Q: 3 clusters Score -2996476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2996521.000000 Penalty: 5075.875000
	Iteration 18Q: 3 clusters Score -2996521 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2996553.250000 Penalty: 5075.875000
	Iteration 19Q: 3 clusters Score -2996553 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2996599.000000 Penalty: 5075.875000
	Iteration 20F: 3 clusters Score -2996599 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2996626.250000 Penalty: 5075.875000
	Iteration 21Q: 3 clusters Score -2996626 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2996641.250000 Penalty: 5075.875000
	Iteration 22Q: 3 clusters Score -2996641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2996663.750000 Penalty: 5075.875000
	Iteration 23Q: 3 clusters Score -2996664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2996686.750000 Penalty: 5075.875000
	Iteration 24Q: 3 clusters Score -2996687 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2996713.250000 Penalty: 5075.875000
	Iteration 25Q: 3 clusters Score -2996713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2996744.000000 Penalty: 5075.875000
	Iteration 26Q: 3 clusters Score -2996744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2996759.750000 Penalty: 5075.875000
	Iteration 27Q: 3 clusters Score -2996760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2996796.750000 Penalty: 5075.875000
	Iteration 28Q: 3 clusters Score -2996797 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2996805.750000 Penalty: 5075.875000
	Iteration 29Q: 3 clusters Score -2996806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2996819.750000 Penalty: 5075.875000
	Iteration 30Q: 3 clusters Score -2996820 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2996849.250000 Penalty: 5075.875000
	Iteration 31Q: 3 clusters Score -2996849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2996870.250000 Penalty: 5075.875000
	Iteration 32Q: 3 clusters Score -2996870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2996888.250000 Penalty: 5075.875000
	Iteration 33Q: 3 clusters Score -2996888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2996909.000000 Penalty: 5075.875000
	Iteration 34Q: 3 clusters Score -2996909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2996926.500000 Penalty: 5075.875000
	Iteration 35Q: 3 clusters Score -2996926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2996941.250000 Penalty: 5075.875000
	Iteration 36Q: 3 clusters Score -2996941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2996954.500000 Penalty: 5075.875000
	Iteration 37Q: 3 clusters Score -2996954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2996961.000000 Penalty: 5075.875000
	Iteration 38Q: 3 clusters Score -2996961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2996976.250000 Penalty: 5075.875000
	Iteration 39Q: 3 clusters Score -2996976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2996996.000000 Penalty: 5075.875000
	Iteration 40F: 3 clusters Score -2996996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2997005.750000 Penalty: 5075.875000
	Iteration 41Q: 3 clusters Score -2997006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2997009.000000 Penalty: 5075.875000
	Iteration 42Q: 3 clusters Score -2997009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2997013.750000 Penalty: 5075.875000
	Iteration 43Q: 3 clusters Score -2997014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2997029.500000 Penalty: 5075.875000
	Iteration 44Q: 3 clusters Score -2997030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -2997049.000000 Penalty: 5075.875000
	Iteration 45Q: 3 clusters Score -2997049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2997062.000000 Penalty: 5075.875000
	Iteration 46Q: 3 clusters Score -2997062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -2997070.750000 Penalty: 5075.875000
	Iteration 47Q: 3 clusters Score -2997071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2997084.750000 Penalty: 5075.875000
	Iteration 48Q: 3 clusters Score -2997085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2997096.250000 Penalty: 5075.875000
	Iteration 49Q: 3 clusters Score -2997096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2997107.750000 Penalty: 5075.875000
	Iteration 50Q: 3 clusters Score -2997108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2997124.750000 Penalty: 5075.875000
	Iteration 51Q: 3 clusters Score -2997125 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2997142.000000 Penalty: 5075.875000
	Iteration 52Q: 3 clusters Score -2997142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2997166.500000 Penalty: 5075.875000
	Iteration 53Q: 3 clusters Score -2997166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2997178.750000 Penalty: 5075.875000
	Iteration 54Q: 3 clusters Score -2997179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -2997194.500000 Penalty: 5075.875000
	Iteration 55Q: 3 clusters Score -2997194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2997206.000000 Penalty: 5075.875000
	Iteration 56Q: 3 clusters Score -2997206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2997209.250000 Penalty: 5075.875000
	Iteration 57Q: 3 clusters Score -2997209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2997223.500000 Penalty: 5075.875000
	Iteration 58Q: 3 clusters Score -2997224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2997238.250000 Penalty: 5075.875000
	Iteration 59Q: 3 clusters Score -2997238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2997244.250000 Penalty: 5075.875000
	Iteration 60F: 3 clusters Score -2997244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -2997252.750000 Penalty: 5075.875000
	Iteration 61Q: 3 clusters Score -2997253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2997253.000000 Penalty: 5075.875000
	Iteration 62Q: 3 clusters Score -2997253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2997274.750000 Penalty: 5075.875000
	Iteration 63Q: 3 clusters Score -2997275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2997266.750000 Penalty: 5075.875000
	Iteration 64Q: 3 clusters Score -2997267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2997272.000000 Penalty: 5075.875000
	Iteration 65Q: 3 clusters Score -2997272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2997276.250000 Penalty: 5075.875000
	Iteration 66Q: 3 clusters Score -2997276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -2997280.750000 Penalty: 5075.875000
	Iteration 67Q: 3 clusters Score -2997281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2997280.000000 Penalty: 5075.875000
	Iteration 68Q: 3 clusters Score -2997280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2997286.250000 Penalty: 5075.875000
	Iteration 69Q: 3 clusters Score -2997286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2997287.500000 Penalty: 5075.875000
	Iteration 70Q: 3 clusters Score -2997288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2997291.000000 Penalty: 5075.875000
	Iteration 71Q: 3 clusters Score -2997291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2997293.750000 Penalty: 5075.875000
	Iteration 72Q: 3 clusters Score -2997294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2997296.750000 Penalty: 5075.875000
	Iteration 73Q: 3 clusters Score -2997297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2997303.250000 Penalty: 5075.875000
	Iteration 74Q: 3 clusters Score -2997303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2997308.000000 Penalty: 5075.875000
	Iteration 75Q: 3 clusters Score -2997308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -2997309.250000 Penalty: 5075.875000
	Iteration 76Q: 3 clusters Score -2997309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2997315.500000 Penalty: 5075.875000
	Iteration 77Q: 3 clusters Score -2997316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2997312.500000 Penalty: 5075.875000
	Iteration 78Q: 3 clusters Score -2997312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2997318.750000 Penalty: 5075.875000
	Iteration 79Q: 3 clusters Score -2997319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -2997318.000000 Penalty: 5075.875000
	Iteration 80F: 3 clusters Score -2997318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2997319.750000 Penalty: 5075.875000
	Iteration 81Q: 3 clusters Score -2997320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2997316.250000 Penalty: 5075.875000
	Iteration 82Q: 3 clusters Score -2997316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2997320.750000 Penalty: 5075.875000
	Iteration 83Q: 3 clusters Score -2997321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2997325.500000 Penalty: 5075.875000
	Iteration 84Q: 3 clusters Score -2997326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -2997324.500000 Penalty: 5075.875000
	Iteration 85Q: 3 clusters Score -2997324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2997323.750000 Penalty: 5075.875000
	Iteration 86Q: 3 clusters Score -2997324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2997323.750000 Penalty: 5075.875000
	Iteration 87F: 3 clusters Score -2997324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Entering Unmasked Estep 
Score: -2543158.750000 Penalty: 2528.591553
	Iteration 0F: 2 clusters Score -2543159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2524778.250000 Penalty: 5057.183105
	Iteration 0F: 3 clusters Score -2524778 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2533096.500000 Penalty: 5057.183105
	Iteration 1F: 3 clusters Score -2533096 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2537208.500000 Penalty: 5057.183105
	Iteration 2F: 3 clusters Score -2537208 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2542491.250000 Penalty: 5057.183105
	Iteration 3F: 3 clusters Score -2542491 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2546442.750000 Penalty: 5057.183105
	Iteration 4F: 3 clusters Score -2546443 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2548256.750000 Penalty: 5057.183105
	Iteration 5F: 3 clusters Score -2548257 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2548998.500000 Penalty: 5057.183105
	Iteration 6Q: 3 clusters Score -2548998 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2549360.500000 Penalty: 5057.183105
	Iteration 7Q: 3 clusters Score -2549360 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2549557.500000 Penalty: 5057.183105
	Iteration 8Q: 3 clusters Score -2549558 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2549679.000000 Penalty: 5057.183105
	Iteration 9Q: 3 clusters Score -2549679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2549735.500000 Penalty: 5057.183105
	Iteration 10Q: 3 clusters Score -2549736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2549794.000000 Penalty: 5057.183105
	Iteration 11Q: 3 clusters Score -2549794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2549802.000000 Penalty: 5057.183105
	Iteration 12Q: 3 clusters Score -2549802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2549819.750000 Penalty: 5057.183105
	Iteration 13Q: 3 clusters Score -2549820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2549829.000000 Penalty: 5057.183105
	Iteration 14Q: 3 clusters Score -2549829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2549839.000000 Penalty: 5057.183105
	Iteration 15Q: 3 clusters Score -2549839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2549836.750000 Penalty: 5057.183105
	Iteration 16Q: 3 clusters Score -2549837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2549846.000000 Penalty: 5057.183105
	Iteration 17Q: 3 clusters Score -2549846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2549847.500000 Penalty: 5057.183105
	Iteration 18Q: 3 clusters Score -2549848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2549844.750000 Penalty: 5057.183105
	Iteration 19Q: 3 clusters Score -2549845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2549845.000000 Penalty: 5057.183105
	Iteration 20F: 3 clusters Score -2549845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2549847.750000 Penalty: 5057.183105
	Iteration 21Q: 3 clusters Score -2549848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2549849.500000 Penalty: 5057.183105
	Iteration 22Q: 3 clusters Score -2549850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2549855.750000 Penalty: 5057.183105
	Iteration 23Q: 3 clusters Score -2549856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2549856.250000 Penalty: 5057.183105
	Iteration 24Q: 3 clusters Score -2549856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2549855.750000 Penalty: 5057.183105
	Iteration 25Q: 3 clusters Score -2549856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2549856.000000 Penalty: 5057.183105
	Iteration 26Q: 3 clusters Score -2549856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2549854.000000 Penalty: 5057.183105
	Iteration 27Q: 3 clusters Score -2549854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2549854.000000 Penalty: 5057.183105
	Iteration 28F: 3 clusters Score -2549854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 344839 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 24301 members 
Mstep: Class 8 contains 27823 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 48306 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 330642 members 
Mstep: Class 17 contains 412902 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
Score: -158316752.000000 Penalty: 67085.992188
Splitting cluster 9 changes total score from -158310192.000000 to -158316752.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (32139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Entering Unmasked Estep 
Score: -3469809.250000 Penalty: 2573.700684
	Iteration 0F: 2 clusters Score -3469809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3447903.500000 Penalty: 5147.401367
	Iteration 0F: 3 clusters Score -3447904 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3455968.500000 Penalty: 5147.401367
	Iteration 1F: 3 clusters Score -3455968 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3456451.750000 Penalty: 5147.401367
	Iteration 2Q: 3 clusters Score -3456452 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3456951.250000 Penalty: 5147.401367
	Iteration 3Q: 3 clusters Score -3456951 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3457516.500000 Penalty: 5147.401367
	Iteration 4Q: 3 clusters Score -3457516 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3458209.000000 Penalty: 5147.401367
	Iteration 5Q: 3 clusters Score -3458209 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3459040.500000 Penalty: 5147.401367
	Iteration 6Q: 3 clusters Score -3459040 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3460016.250000 Penalty: 5147.401367
	Iteration 7F: 3 clusters Score -3460016 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3461163.000000 Penalty: 5147.401367
	Iteration 8F: 3 clusters Score -3461163 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3462511.250000 Penalty: 5147.401367
	Iteration 9F: 3 clusters Score -3462511 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3463672.000000 Penalty: 5147.401367
	Iteration 10F: 3 clusters Score -3463672 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3464432.000000 Penalty: 5147.401367
	Iteration 11Q: 3 clusters Score -3464432 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3464802.250000 Penalty: 5147.401367
	Iteration 12Q: 3 clusters Score -3464802 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3464948.500000 Penalty: 5147.401367
	Iteration 13Q: 3 clusters Score -3464948 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3465012.000000 Penalty: 5147.401367
	Iteration 14Q: 3 clusters Score -3465012 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3465060.750000 Penalty: 5147.401367
	Iteration 15Q: 3 clusters Score -3465061 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3465107.750000 Penalty: 5147.401367
	Iteration 16Q: 3 clusters Score -3465108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3465142.000000 Penalty: 5147.401367
	Iteration 17Q: 3 clusters Score -3465142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3465192.250000 Penalty: 5147.401367
	Iteration 18Q: 3 clusters Score -3465192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3465219.000000 Penalty: 5147.401367
	Iteration 19Q: 3 clusters Score -3465219 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3465256.750000 Penalty: 5147.401367
	Iteration 20F: 3 clusters Score -3465257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3465289.500000 Penalty: 5147.401367
	Iteration 21Q: 3 clusters Score -3465290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3465317.500000 Penalty: 5147.401367
	Iteration 22Q: 3 clusters Score -3465318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3465348.250000 Penalty: 5147.401367
	Iteration 23Q: 3 clusters Score -3465348 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3465381.250000 Penalty: 5147.401367
	Iteration 24Q: 3 clusters Score -3465381 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3465403.750000 Penalty: 5147.401367
	Iteration 25Q: 3 clusters Score -3465404 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3465421.500000 Penalty: 5147.401367
	Iteration 26Q: 3 clusters Score -3465422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3465449.750000 Penalty: 5147.401367
	Iteration 27Q: 3 clusters Score -3465450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3465464.000000 Penalty: 5147.401367
	Iteration 28Q: 3 clusters Score -3465464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3465519.750000 Penalty: 5147.401367
	Iteration 29Q: 3 clusters Score -3465520 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3465536.000000 Penalty: 5147.401367
	Iteration 30Q: 3 clusters Score -3465536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3465558.500000 Penalty: 5147.401367
	Iteration 31Q: 3 clusters Score -3465558 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3465591.500000 Penalty: 5147.401367
	Iteration 32Q: 3 clusters Score -3465592 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3465618.500000 Penalty: 5147.401367
	Iteration 33Q: 3 clusters Score -3465618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3465634.000000 Penalty: 5147.401367
	Iteration 34Q: 3 clusters Score -3465634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3465655.000000 Penalty: 5147.401367
	Iteration 35Q: 3 clusters Score -3465655 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3465667.250000 Penalty: 5147.401367
	Iteration 36Q: 3 clusters Score -3465667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3465682.250000 Penalty: 5147.401367
	Iteration 37Q: 3 clusters Score -3465682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3465691.500000 Penalty: 5147.401367
	Iteration 38Q: 3 clusters Score -3465692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3465705.250000 Penalty: 5147.401367
	Iteration 39Q: 3 clusters Score -3465705 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3465714.500000 Penalty: 5147.401367
	Iteration 40F: 3 clusters Score -3465714 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3465722.500000 Penalty: 5147.401367
	Iteration 41Q: 3 clusters Score -3465722 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3465754.250000 Penalty: 5147.401367
	Iteration 42Q: 3 clusters Score -3465754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3465768.000000 Penalty: 5147.401367
	Iteration 43Q: 3 clusters Score -3465768 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3465796.500000 Penalty: 5147.401367
	Iteration 44Q: 3 clusters Score -3465796 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3465822.500000 Penalty: 5147.401367
	Iteration 45Q: 3 clusters Score -3465822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3465833.500000 Penalty: 5147.401367
	Iteration 46Q: 3 clusters Score -3465834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3465850.750000 Penalty: 5147.401367
	Iteration 47Q: 3 clusters Score -3465851 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3465891.000000 Penalty: 5147.401367
	Iteration 48Q: 3 clusters Score -3465891 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3465911.500000 Penalty: 5147.401367
	Iteration 49Q: 3 clusters Score -3465912 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3465936.750000 Penalty: 5147.401367
	Iteration 50Q: 3 clusters Score -3465937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3465964.500000 Penalty: 5147.401367
	Iteration 51Q: 3 clusters Score -3465964 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3466007.500000 Penalty: 5147.401367
	Iteration 52Q: 3 clusters Score -3466008 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3466055.250000 Penalty: 5147.401367
	Iteration 53Q: 3 clusters Score -3466055 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3466076.750000 Penalty: 5147.401367
	Iteration 54Q: 3 clusters Score -3466077 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3466104.250000 Penalty: 5147.401367
	Iteration 55Q: 3 clusters Score -3466104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3466149.000000 Penalty: 5147.401367
	Iteration 56Q: 3 clusters Score -3466149 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3466182.000000 Penalty: 5147.401367
	Iteration 57Q: 3 clusters Score -3466182 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3466224.000000 Penalty: 5147.401367
	Iteration 58Q: 3 clusters Score -3466224 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3466249.000000 Penalty: 5147.401367
	Iteration 59Q: 3 clusters Score -3466249 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3466289.750000 Penalty: 5147.401367
	Iteration 60F: 3 clusters Score -3466290 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3466314.500000 Penalty: 5147.401367
	Iteration 61Q: 3 clusters Score -3466314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3466349.000000 Penalty: 5147.401367
	Iteration 62Q: 3 clusters Score -3466349 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3466391.500000 Penalty: 5147.401367
	Iteration 63Q: 3 clusters Score -3466392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3466419.500000 Penalty: 5147.401367
	Iteration 64Q: 3 clusters Score -3466420 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3466438.000000 Penalty: 5147.401367
	Iteration 65Q: 3 clusters Score -3466438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3466486.500000 Penalty: 5147.401367
	Iteration 66Q: 3 clusters Score -3466486 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3466511.250000 Penalty: 5147.401367
	Iteration 67Q: 3 clusters Score -3466511 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3466559.750000 Penalty: 5147.401367
	Iteration 68Q: 3 clusters Score -3466560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3466593.500000 Penalty: 5147.401367
	Iteration 69Q: 3 clusters Score -3466594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3466630.000000 Penalty: 5147.401367
	Iteration 70Q: 3 clusters Score -3466630 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3466661.000000 Penalty: 5147.401367
	Iteration 71Q: 3 clusters Score -3466661 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3466700.500000 Penalty: 5147.401367
	Iteration 72Q: 3 clusters Score -3466700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3466768.750000 Penalty: 5147.401367
	Iteration 73Q: 3 clusters Score -3466769 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3466813.000000 Penalty: 5147.401367
	Iteration 74Q: 3 clusters Score -3466813 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3466872.500000 Penalty: 5147.401367
	Iteration 75Q: 3 clusters Score -3466872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3466929.250000 Penalty: 5147.401367
	Iteration 76Q: 3 clusters Score -3466929 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3466971.750000 Penalty: 5147.401367
	Iteration 77Q: 3 clusters Score -3466972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3467035.500000 Penalty: 5147.401367
	Iteration 78Q: 3 clusters Score -3467036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3467076.750000 Penalty: 5147.401367
	Iteration 79Q: 3 clusters Score -3467077 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3467108.000000 Penalty: 5147.401367
	Iteration 80F: 3 clusters Score -3467108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3467138.500000 Penalty: 5147.401367
	Iteration 81Q: 3 clusters Score -3467138 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3467189.250000 Penalty: 5147.401367
	Iteration 82Q: 3 clusters Score -3467189 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3467229.750000 Penalty: 5147.401367
	Iteration 83Q: 3 clusters Score -3467230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3467266.000000 Penalty: 5147.401367
	Iteration 84Q: 3 clusters Score -3467266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3467340.250000 Penalty: 5147.401367
	Iteration 85Q: 3 clusters Score -3467340 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3467379.500000 Penalty: 5147.401367
	Iteration 86Q: 3 clusters Score -3467380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3467427.750000 Penalty: 5147.401367
	Iteration 87Q: 3 clusters Score -3467428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3467461.250000 Penalty: 5147.401367
	Iteration 88Q: 3 clusters Score -3467461 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3467499.250000 Penalty: 5147.401367
	Iteration 89Q: 3 clusters Score -3467499 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3467538.750000 Penalty: 5147.401367
	Iteration 90Q: 3 clusters Score -3467539 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3467570.500000 Penalty: 5147.401367
	Iteration 91Q: 3 clusters Score -3467570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3467608.750000 Penalty: 5147.401367
	Iteration 92Q: 3 clusters Score -3467609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3467629.500000 Penalty: 5147.401367
	Iteration 93Q: 3 clusters Score -3467630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -3467645.750000 Penalty: 5147.401367
	Iteration 94Q: 3 clusters Score -3467646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3467670.250000 Penalty: 5147.401367
	Iteration 95Q: 3 clusters Score -3467670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3467681.750000 Penalty: 5147.401367
	Iteration 96Q: 3 clusters Score -3467682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3467699.250000 Penalty: 5147.401367
	Iteration 97Q: 3 clusters Score -3467699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3467707.000000 Penalty: 5147.401367
	Iteration 98Q: 3 clusters Score -3467707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3467724.750000 Penalty: 5147.401367
	Iteration 99Q: 3 clusters Score -3467725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3467735.000000 Penalty: 5147.401367
	Iteration 100F: 3 clusters Score -3467735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3467744.500000 Penalty: 5147.401367
	Iteration 101Q: 3 clusters Score -3467744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3467753.750000 Penalty: 5147.401367
	Iteration 102Q: 3 clusters Score -3467754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3467754.000000 Penalty: 5147.401367
	Iteration 103Q: 3 clusters Score -3467754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3467759.000000 Penalty: 5147.401367
	Iteration 104Q: 3 clusters Score -3467759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3467766.750000 Penalty: 5147.401367
	Iteration 105Q: 3 clusters Score -3467767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3467768.750000 Penalty: 5147.401367
	Iteration 106Q: 3 clusters Score -3467769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3467768.250000 Penalty: 5147.401367
	Iteration 107Q: 3 clusters Score -3467768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3467779.750000 Penalty: 5147.401367
	Iteration 108Q: 3 clusters Score -3467780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3467782.500000 Penalty: 5147.401367
	Iteration 109Q: 3 clusters Score -3467782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3467785.000000 Penalty: 5147.401367
	Iteration 110Q: 3 clusters Score -3467785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3467789.000000 Penalty: 5147.401367
	Iteration 111Q: 3 clusters Score -3467789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3467784.750000 Penalty: 5147.401367
	Iteration 112Q: 3 clusters Score -3467785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3467788.000000 Penalty: 5147.401367
	Iteration 113Q: 3 clusters Score -3467788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3467790.000000 Penalty: 5147.401367
	Iteration 114Q: 3 clusters Score -3467790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3467792.250000 Penalty: 5147.401367
	Iteration 115Q: 3 clusters Score -3467792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3467793.000000 Penalty: 5147.401367
	Iteration 116Q: 3 clusters Score -3467793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3467801.500000 Penalty: 5147.401367
	Iteration 117Q: 3 clusters Score -3467802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3467798.000000 Penalty: 5147.401367
	Iteration 118Q: 3 clusters Score -3467798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3467799.750000 Penalty: 5147.401367
	Iteration 119Q: 3 clusters Score -3467800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3467800.000000 Penalty: 5147.401367
	Iteration 120F: 3 clusters Score -3467800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3467804.000000 Penalty: 5147.401367
	Iteration 121Q: 3 clusters Score -3467804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3467809.000000 Penalty: 5147.401367
	Iteration 122Q: 3 clusters Score -3467809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3467806.000000 Penalty: 5147.401367
	Iteration 123Q: 3 clusters Score -3467806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3467811.750000 Penalty: 5147.401367
	Iteration 124Q: 3 clusters Score -3467812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3467818.250000 Penalty: 5147.401367
	Iteration 125Q: 3 clusters Score -3467818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3467813.500000 Penalty: 5147.401367
	Iteration 126Q: 3 clusters Score -3467814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3467811.000000 Penalty: 5147.401367
	Iteration 127Q: 3 clusters Score -3467811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3467815.000000 Penalty: 5147.401367
	Iteration 128Q: 3 clusters Score -3467815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3467821.250000 Penalty: 5147.401367
	Iteration 129Q: 3 clusters Score -3467821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3467828.500000 Penalty: 5147.401367
	Iteration 130Q: 3 clusters Score -3467828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3467828.000000 Penalty: 5147.401367
	Iteration 131Q: 3 clusters Score -3467828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3467836.750000 Penalty: 5147.401367
	Iteration 132Q: 3 clusters Score -3467837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3467837.250000 Penalty: 5147.401367
	Iteration 133Q: 3 clusters Score -3467837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3467835.250000 Penalty: 5147.401367
	Iteration 134Q: 3 clusters Score -3467835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3467839.750000 Penalty: 5147.401367
	Iteration 135Q: 3 clusters Score -3467840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3467835.250000 Penalty: 5147.401367
	Iteration 136Q: 3 clusters Score -3467835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3467838.500000 Penalty: 5147.401367
	Iteration 137Q: 3 clusters Score -3467838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3467835.000000 Penalty: 5147.401367
	Iteration 138Q: 3 clusters Score -3467835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3467841.250000 Penalty: 5147.401367
	Iteration 139Q: 3 clusters Score -3467841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3467837.250000 Penalty: 5147.401367
	Iteration 140F: 3 clusters Score -3467837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3467835.500000 Penalty: 5147.401367
	Iteration 141Q: 3 clusters Score -3467836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3467835.000000 Penalty: 5147.401367
	Iteration 142Q: 3 clusters Score -3467835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3467840.000000 Penalty: 5147.401367
	Iteration 143Q: 3 clusters Score -3467840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3467845.000000 Penalty: 5147.401367
	Iteration 144Q: 3 clusters Score -3467845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3467846.250000 Penalty: 5147.401367
	Iteration 145Q: 3 clusters Score -3467846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3467849.500000 Penalty: 5147.401367
	Iteration 146Q: 3 clusters Score -3467850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3467848.250000 Penalty: 5147.401367
	Iteration 147Q: 3 clusters Score -3467848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3467849.250000 Penalty: 5147.401367
	Iteration 148Q: 3 clusters Score -3467849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3467849.750000 Penalty: 5147.401367
	Iteration 149Q: 3 clusters Score -3467850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3467851.000000 Penalty: 5147.401367
	Iteration 150Q: 3 clusters Score -3467851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3467853.000000 Penalty: 5147.401367
	Iteration 151Q: 3 clusters Score -3467853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3467853.000000 Penalty: 5147.401367
	Iteration 152Q: 3 clusters Score -3467853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3467854.000000 Penalty: 5147.401367
	Iteration 153Q: 3 clusters Score -3467854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3467855.750000 Penalty: 5147.401367
	Iteration 154Q: 3 clusters Score -3467856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3467854.750000 Penalty: 5147.401367
	Iteration 155Q: 3 clusters Score -3467855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3467855.000000 Penalty: 5147.401367
	Iteration 156Q: 3 clusters Score -3467855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3467855.000000 Penalty: 5147.401367
	Iteration 157F: 3 clusters Score -3467855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -202987.625000 Penalty: 1939.667969
	Iteration 0F: 2 clusters Score -202987.6 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 1236 members 
Entering Unmasked Estep 
Score: -200207.000000 Penalty: 3879.335938
	Iteration 0F: 3 clusters Score -200207 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -202524.687500 Penalty: 3879.335938
	Iteration 1F: 3 clusters Score -202524.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -204122.453125 Penalty: 3879.335938
	Iteration 2F: 3 clusters Score -204122.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -205569.187500 Penalty: 3879.335938
	Iteration 3F: 3 clusters Score -205569.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -206564.796875 Penalty: 3879.335938
	Iteration 4F: 3 clusters Score -206564.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -206965.296875 Penalty: 3879.335938
	Iteration 5Q: 3 clusters Score -206965.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -207320.015625 Penalty: 3879.335938
	Iteration 6Q: 3 clusters Score -207320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -207785.031250 Penalty: 3879.335938
	Iteration 7Q: 3 clusters Score -207785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -207939.250000 Penalty: 3879.335938
	Iteration 8Q: 3 clusters Score -207939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -207946.828125 Penalty: 3879.335938
	Iteration 9Q: 3 clusters Score -207946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -207947.687500 Penalty: 3879.335938
	Iteration 10Q: 3 clusters Score -207947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -207959.531250 Penalty: 3879.335938
	Iteration 11F: 3 clusters Score -207959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -208013.734375 Penalty: 3879.335938
	Iteration 12Q: 3 clusters Score -208013.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -208175.687500 Penalty: 3879.335938
	Iteration 13Q: 3 clusters Score -208175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -208408.312500 Penalty: 3879.335938
	Iteration 14Q: 3 clusters Score -208408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -208534.031250 Penalty: 3879.335938
	Iteration 15Q: 3 clusters Score -208534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -208565.968750 Penalty: 3879.335938
	Iteration 16Q: 3 clusters Score -208566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -208570.359375 Penalty: 3879.335938
	Iteration 17Q: 3 clusters Score -208570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -208572.578125 Penalty: 3879.335938
	Iteration 18Q: 3 clusters Score -208572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -208578.640625 Penalty: 3879.335938
	Iteration 19F: 3 clusters Score -208578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -208668.562500 Penalty: 3879.335938
	Iteration 20F: 3 clusters Score -208668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -209086.781250 Penalty: 3879.335938
	Iteration 21Q: 3 clusters Score -209086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -209269.031250 Penalty: 3879.335938
	Iteration 22Q: 3 clusters Score -209269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -209280.703125 Penalty: 3879.335938
	Iteration 23Q: 3 clusters Score -209280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -209282.187500 Penalty: 3879.335938
	Iteration 24Q: 3 clusters Score -209282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -209282.187500 Penalty: 3879.335938
	Iteration 25F: 3 clusters Score -209282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 344839 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 24301 members 
Mstep: Class 8 contains 27823 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 48306 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 330642 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 412902 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
Score: -158321648.000000 Penalty: 70616.835938
Splitting cluster 11 changes total score from -158310192.000000 to -158321648.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (48306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Entering Unmasked Estep 
Score: -4892608.000000 Penalty: 2674.757080
	Iteration 0F: 2 clusters Score -4892608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4860131.000000 Penalty: 5349.514160
	Iteration 0F: 3 clusters Score -4860131 nChanged 22196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4872562.500000 Penalty: 5349.514160
	Iteration 1F: 3 clusters Score -4872562 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4873757.500000 Penalty: 5349.514160
	Iteration 2Q: 3 clusters Score -4873758 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4875143.500000 Penalty: 5349.514160
	Iteration 3F: 3 clusters Score -4875144 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4876496.000000 Penalty: 5349.514160
	Iteration 4F: 3 clusters Score -4876496 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4877793.500000 Penalty: 5349.514160
	Iteration 5F: 3 clusters Score -4877794 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4879197.500000 Penalty: 5349.514160
	Iteration 6F: 3 clusters Score -4879198 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4880672.000000 Penalty: 5349.514160
	Iteration 7F: 3 clusters Score -4880672 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4882004.500000 Penalty: 5349.514160
	Iteration 8F: 3 clusters Score -4882004 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4883049.500000 Penalty: 5349.514160
	Iteration 9Q: 3 clusters Score -4883050 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4883789.500000 Penalty: 5349.514160
	Iteration 10Q: 3 clusters Score -4883790 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4884378.000000 Penalty: 5349.514160
	Iteration 11Q: 3 clusters Score -4884378 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4884926.000000 Penalty: 5349.514160
	Iteration 12Q: 3 clusters Score -4884926 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4885558.000000 Penalty: 5349.514160
	Iteration 13Q: 3 clusters Score -4885558 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4886720.500000 Penalty: 5349.514160
	Iteration 14Q: 3 clusters Score -4886720 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4888623.500000 Penalty: 5349.514160
	Iteration 15Q: 3 clusters Score -4888624 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4890853.000000 Penalty: 5349.514160
	Iteration 16Q: 3 clusters Score -4890853 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4891966.000000 Penalty: 5349.514160
	Iteration 17Q: 3 clusters Score -4891966 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4892378.500000 Penalty: 5349.514160
	Iteration 18Q: 3 clusters Score -4892378 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4892588.000000 Penalty: 5349.514160
	Iteration 19Q: 3 clusters Score -4892588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4892697.500000 Penalty: 5349.514160
	Iteration 20F: 3 clusters Score -4892698 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4892755.000000 Penalty: 5349.514160
	Iteration 21Q: 3 clusters Score -4892755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4892791.500000 Penalty: 5349.514160
	Iteration 22Q: 3 clusters Score -4892792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4892802.500000 Penalty: 5349.514160
	Iteration 23Q: 3 clusters Score -4892802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4892809.500000 Penalty: 5349.514160
	Iteration 24Q: 3 clusters Score -4892810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4892811.000000 Penalty: 5349.514160
	Iteration 25Q: 3 clusters Score -4892811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4892814.500000 Penalty: 5349.514160
	Iteration 26Q: 3 clusters Score -4892814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4892821.000000 Penalty: 5349.514160
	Iteration 27Q: 3 clusters Score -4892821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4892824.500000 Penalty: 5349.514160
	Iteration 28Q: 3 clusters Score -4892824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4892827.000000 Penalty: 5349.514160
	Iteration 29Q: 3 clusters Score -4892827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4892826.000000 Penalty: 5349.514160
	Iteration 30Q: 3 clusters Score -4892826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4892835.500000 Penalty: 5349.514160
	Iteration 31Q: 3 clusters Score -4892836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4892844.500000 Penalty: 5349.514160
	Iteration 32Q: 3 clusters Score -4892844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4892837.500000 Penalty: 5349.514160
	Iteration 33Q: 3 clusters Score -4892838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4892843.000000 Penalty: 5349.514160
	Iteration 34Q: 3 clusters Score -4892843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4892843.000000 Penalty: 5349.514160
	Iteration 35F: 3 clusters Score -4892843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 344839 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 24301 members 
Mstep: Class 8 contains 27823 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 46582 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 330642 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 412902 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
Score: -158322224.000000 Penalty: 74147.679688
Splitting cluster 12 changes total score from -158310192.000000 to -158322224.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (39910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Entering Unmasked Estep 
Score: -4193980.250000 Penalty: 2627.406738
	Iteration 0F: 2 clusters Score -4193980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4167053.750000 Penalty: 5254.813477
	Iteration 0F: 3 clusters Score -4167054 nChanged 18286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4176879.250000 Penalty: 5254.813477
	Iteration 1F: 3 clusters Score -4176879 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4177266.500000 Penalty: 5254.813477
	Iteration 2Q: 3 clusters Score -4177266 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4177661.250000 Penalty: 5254.813477
	Iteration 3Q: 3 clusters Score -4177661 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4178046.250000 Penalty: 5254.813477
	Iteration 4Q: 3 clusters Score -4178046 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -4178464.000000 Penalty: 5254.813477
	Iteration 5Q: 3 clusters Score -4178464 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4179005.000000 Penalty: 5254.813477
	Iteration 6Q: 3 clusters Score -4179005 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4179756.750000 Penalty: 5254.813477
	Iteration 7Q: 3 clusters Score -4179757 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4180953.000000 Penalty: 5254.813477
	Iteration 8F: 3 clusters Score -4180953 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4182772.500000 Penalty: 5254.813477
	Iteration 9F: 3 clusters Score -4182772 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4185088.000000 Penalty: 5254.813477
	Iteration 10F: 3 clusters Score -4185088 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4187408.000000 Penalty: 5254.813477
	Iteration 11F: 3 clusters Score -4187408 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4189263.250000 Penalty: 5254.813477
	Iteration 12Q: 3 clusters Score -4189263 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4190300.000000 Penalty: 5254.813477
	Iteration 13Q: 3 clusters Score -4190300 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4190875.250000 Penalty: 5254.813477
	Iteration 14Q: 3 clusters Score -4190875 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4191158.250000 Penalty: 5254.813477
	Iteration 15Q: 3 clusters Score -4191158 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -4191333.500000 Penalty: 5254.813477
	Iteration 16Q: 3 clusters Score -4191334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4191415.750000 Penalty: 5254.813477
	Iteration 17Q: 3 clusters Score -4191416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4191494.000000 Penalty: 5254.813477
	Iteration 18Q: 3 clusters Score -4191494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -4191555.750000 Penalty: 5254.813477
	Iteration 19Q: 3 clusters Score -4191556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4191586.500000 Penalty: 5254.813477
	Iteration 20F: 3 clusters Score -4191586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -4191620.750000 Penalty: 5254.813477
	Iteration 21Q: 3 clusters Score -4191621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -4191636.000000 Penalty: 5254.813477
	Iteration 22Q: 3 clusters Score -4191636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -4191650.250000 Penalty: 5254.813477
	Iteration 23Q: 3 clusters Score -4191650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4191667.750000 Penalty: 5254.813477
	Iteration 24Q: 3 clusters Score -4191668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -4191677.250000 Penalty: 5254.813477
	Iteration 25Q: 3 clusters Score -4191677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -4191692.500000 Penalty: 5254.813477
	Iteration 26Q: 3 clusters Score -4191692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4191702.500000 Penalty: 5254.813477
	Iteration 27Q: 3 clusters Score -4191702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4191701.250000 Penalty: 5254.813477
	Iteration 28Q: 3 clusters Score -4191701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4191705.250000 Penalty: 5254.813477
	Iteration 29Q: 3 clusters Score -4191705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4191707.250000 Penalty: 5254.813477
	Iteration 30Q: 3 clusters Score -4191707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4191712.750000 Penalty: 5254.813477
	Iteration 31Q: 3 clusters Score -4191713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -4191716.250000 Penalty: 5254.813477
	Iteration 32Q: 3 clusters Score -4191716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -4191717.500000 Penalty: 5254.813477
	Iteration 33Q: 3 clusters Score -4191718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4191722.250000 Penalty: 5254.813477
	Iteration 34Q: 3 clusters Score -4191722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4191722.250000 Penalty: 5254.813477
	Iteration 35F: 3 clusters Score -4191722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -240656.718750 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -240656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -237817.406250 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -237817.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -238393.828125 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -238393.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -238531.796875 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -238531.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -238634.796875 Penalty: 3848.133545
	Iteration 3Q: 3 clusters Score -238634.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238737.218750 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -238737.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238872.093750 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -238872.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -239015.046875 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -239015 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -239160.031250 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -239160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -239266.656250 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -239266.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -239340.234375 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -239340.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -239402.984375 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -239403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -239469.750000 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -239469.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239526.093750 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -239526.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -239587.281250 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -239587.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -239663.531250 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -239663.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -239748.921875 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -239748.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -239853.703125 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -239853.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -239964.312500 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -239964.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -240127.062500 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -240127.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -240292.687500 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -240292.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -240388.281250 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -240388.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -240429.156250 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -240429.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -240451.125000 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -240451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240455.437500 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -240455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -240459.796875 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -240459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -240461.750000 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -240461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -240462.859375 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -240462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -240462.859375 Penalty: 3848.133545
	Iteration 27F: 3 clusters Score -240462.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (330642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330642 members 
Entering Unmasked Estep 
Score: -35096528.000000 Penalty: 3151.780273
	Iteration 0F: 2 clusters Score -3.509653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -34887228.000000 Penalty: 6303.560547
	Iteration 0F: 3 clusters Score -3.488723e+07 nChanged 160107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 171589 members 
Entering Unmasked Estep 
Score: -34981876.000000 Penalty: 6303.560547
	Iteration 1F: 3 clusters Score -3.498188e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155579 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -34983924.000000 Penalty: 6303.560547
	Iteration 2Q: 3 clusters Score -3.498392e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 180226 members 
Entering Unmasked Estep 
Score: -34987168.000000 Penalty: 6303.560547
	Iteration 3Q: 3 clusters Score -3.498717e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 187801 members 
Entering Unmasked Estep 
Score: -34993080.000000 Penalty: 6303.560547
	Iteration 4Q: 3 clusters Score -3.499308e+07 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 198233 members 
Entering Unmasked Estep 
Score: -35002116.000000 Penalty: 6303.560547
	Iteration 5Q: 3 clusters Score -3.500212e+07 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 211052 members 
Entering Unmasked Estep 
Score: -35014732.000000 Penalty: 6303.560547
	Iteration 6F: 3 clusters Score -3.501473e+07 nChanged 21311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -35029620.000000 Penalty: 6303.560547
	Iteration 7F: 3 clusters Score -3.502962e+07 nChanged 20811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 237176 members 
Entering Unmasked Estep 
Score: -35044368.000000 Penalty: 6303.560547
	Iteration 8F: 3 clusters Score -3.504437e+07 nChanged 18137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 245889 members 
Entering Unmasked Estep 
Score: -35056832.000000 Penalty: 6303.560547
	Iteration 9F: 3 clusters Score -3.505683e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 251350 members 
Entering Unmasked Estep 
Score: -35064128.000000 Penalty: 6303.560547
	Iteration 10Q: 3 clusters Score -3.506413e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 254923 members 
Entering Unmasked Estep 
Score: -35067908.000000 Penalty: 6303.560547
	Iteration 11Q: 3 clusters Score -3.506791e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 257803 members 
Entering Unmasked Estep 
Score: -35070180.000000 Penalty: 6303.560547
	Iteration 12Q: 3 clusters Score -3.507018e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 260614 members 
Entering Unmasked Estep 
Score: -35071812.000000 Penalty: 6303.560547
	Iteration 13Q: 3 clusters Score -3.507181e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 263415 members 
Entering Unmasked Estep 
Score: -35073140.000000 Penalty: 6303.560547
	Iteration 14Q: 3 clusters Score -3.507314e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 266173 members 
Entering Unmasked Estep 
Score: -35074624.000000 Penalty: 6303.560547
	Iteration 15Q: 3 clusters Score -3.507462e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 268970 members 
Entering Unmasked Estep 
Score: -35076536.000000 Penalty: 6303.560547
	Iteration 16Q: 3 clusters Score -3.507654e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 271713 members 
Entering Unmasked Estep 
Score: -35078788.000000 Penalty: 6303.560547
	Iteration 17Q: 3 clusters Score -3.507879e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 274341 members 
Entering Unmasked Estep 
Score: -35080832.000000 Penalty: 6303.560547
	Iteration 18Q: 3 clusters Score -3.508083e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 276883 members 
Entering Unmasked Estep 
Score: -35082960.000000 Penalty: 6303.560547
	Iteration 19Q: 3 clusters Score -3.508296e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 279226 members 
Entering Unmasked Estep 
Score: -35084584.000000 Penalty: 6303.560547
	Iteration 20F: 3 clusters Score -3.508458e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 281378 members 
Entering Unmasked Estep 
Score: -35086080.000000 Penalty: 6303.560547
	Iteration 21Q: 3 clusters Score -3.508608e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 283341 members 
Entering Unmasked Estep 
Score: -35087336.000000 Penalty: 6303.560547
	Iteration 22Q: 3 clusters Score -3.508734e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 285115 members 
Entering Unmasked Estep 
Score: -35088268.000000 Penalty: 6303.560547
	Iteration 23Q: 3 clusters Score -3.508827e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 286884 members 
Entering Unmasked Estep 
Score: -35089060.000000 Penalty: 6303.560547
	Iteration 24Q: 3 clusters Score -3.508906e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 288508 members 
Entering Unmasked Estep 
Score: -35089792.000000 Penalty: 6303.560547
	Iteration 25Q: 3 clusters Score -3.508979e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 290120 members 
Entering Unmasked Estep 
Score: -35090256.000000 Penalty: 6303.560547
	Iteration 26Q: 3 clusters Score -3.509026e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 291698 members 
Entering Unmasked Estep 
Score: -35090696.000000 Penalty: 6303.560547
	Iteration 27Q: 3 clusters Score -3.50907e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 293203 members 
Entering Unmasked Estep 
Score: -35091048.000000 Penalty: 6303.560547
	Iteration 28Q: 3 clusters Score -3.509105e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 294709 members 
Entering Unmasked Estep 
Score: -35091456.000000 Penalty: 6303.560547
	Iteration 29Q: 3 clusters Score -3.509146e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 296145 members 
Entering Unmasked Estep 
Score: -35091692.000000 Penalty: 6303.560547
	Iteration 30Q: 3 clusters Score -3.509169e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 297586 members 
Entering Unmasked Estep 
Score: -35092056.000000 Penalty: 6303.560547
	Iteration 31Q: 3 clusters Score -3.509206e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 299077 members 
Entering Unmasked Estep 
Score: -35092392.000000 Penalty: 6303.560547
	Iteration 32Q: 3 clusters Score -3.509239e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 300590 members 
Entering Unmasked Estep 
Score: -35092592.000000 Penalty: 6303.560547
	Iteration 33Q: 3 clusters Score -3.509259e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 302037 members 
Entering Unmasked Estep 
Score: -35092728.000000 Penalty: 6303.560547
	Iteration 34Q: 3 clusters Score -3.509273e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 303367 members 
Entering Unmasked Estep 
Score: -35092956.000000 Penalty: 6303.560547
	Iteration 35Q: 3 clusters Score -3.509296e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 304714 members 
Entering Unmasked Estep 
Score: -35093420.000000 Penalty: 6303.560547
	Iteration 36Q: 3 clusters Score -3.509342e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 306044 members 
Entering Unmasked Estep 
Score: -35093712.000000 Penalty: 6303.560547
	Iteration 37Q: 3 clusters Score -3.509371e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 307370 members 
Entering Unmasked Estep 
Score: -35093820.000000 Penalty: 6303.560547
	Iteration 38Q: 3 clusters Score -3.509382e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 308760 members 
Entering Unmasked Estep 
Score: -35094156.000000 Penalty: 6303.560547
	Iteration 39Q: 3 clusters Score -3.509416e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 310080 members 
Entering Unmasked Estep 
Score: -35094524.000000 Penalty: 6303.560547
	Iteration 40F: 3 clusters Score -3.509452e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 311341 members 
Entering Unmasked Estep 
Score: -35094800.000000 Penalty: 6303.560547
	Iteration 41Q: 3 clusters Score -3.50948e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 312490 members 
Entering Unmasked Estep 
Score: -35095064.000000 Penalty: 6303.560547
	Iteration 42Q: 3 clusters Score -3.509506e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 313554 members 
Entering Unmasked Estep 
Score: -35095316.000000 Penalty: 6303.560547
	Iteration 43Q: 3 clusters Score -3.509532e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 314559 members 
Entering Unmasked Estep 
Score: -35095516.000000 Penalty: 6303.560547
	Iteration 44Q: 3 clusters Score -3.509552e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 315496 members 
Entering Unmasked Estep 
Score: -35095764.000000 Penalty: 6303.560547
	Iteration 45Q: 3 clusters Score -3.509576e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 316422 members 
Entering Unmasked Estep 
Score: -35095940.000000 Penalty: 6303.560547
	Iteration 46Q: 3 clusters Score -3.509594e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 317229 members 
Entering Unmasked Estep 
Score: -35096136.000000 Penalty: 6303.560547
	Iteration 47Q: 3 clusters Score -3.509614e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 318000 members 
Entering Unmasked Estep 
Score: -35096536.000000 Penalty: 6303.560547
	Iteration 48Q: 3 clusters Score -3.509654e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 318708 members 
Entering Unmasked Estep 
Score: -35096576.000000 Penalty: 6303.560547
	Iteration 49Q: 3 clusters Score -3.509658e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 319380 members 
Entering Unmasked Estep 
Score: -35096704.000000 Penalty: 6303.560547
	Iteration 50Q: 3 clusters Score -3.50967e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 319976 members 
Entering Unmasked Estep 
Score: -35096812.000000 Penalty: 6303.560547
	Iteration 51Q: 3 clusters Score -3.509681e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 320512 members 
Entering Unmasked Estep 
Score: -35096920.000000 Penalty: 6303.560547
	Iteration 52Q: 3 clusters Score -3.509692e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 320985 members 
Entering Unmasked Estep 
Score: -35097004.000000 Penalty: 6303.560547
	Iteration 53Q: 3 clusters Score -3.5097e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 321417 members 
Entering Unmasked Estep 
Score: -35097104.000000 Penalty: 6303.560547
	Iteration 54Q: 3 clusters Score -3.50971e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 321817 members 
Entering Unmasked Estep 
Score: -35097252.000000 Penalty: 6303.560547
	Iteration 55Q: 3 clusters Score -3.509725e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 322192 members 
Entering Unmasked Estep 
Score: -35097400.000000 Penalty: 6303.560547
	Iteration 56Q: 3 clusters Score -3.50974e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 322502 members 
Entering Unmasked Estep 
Score: -35097428.000000 Penalty: 6303.560547
	Iteration 57Q: 3 clusters Score -3.509743e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 322775 members 
Entering Unmasked Estep 
Score: -35097488.000000 Penalty: 6303.560547
	Iteration 58Q: 3 clusters Score -3.509749e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 323002 members 
Entering Unmasked Estep 
Score: -35097560.000000 Penalty: 6303.560547
	Iteration 59Q: 3 clusters Score -3.509756e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 323177 members 
Entering Unmasked Estep 
Score: -35097516.000000 Penalty: 6303.560547
	Iteration 60F: 3 clusters Score -3.509752e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 323323 members 
Entering Unmasked Estep 
Score: -35097544.000000 Penalty: 6303.560547
	Iteration 61Q: 3 clusters Score -3.509754e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 323464 members 
Entering Unmasked Estep 
Score: -35097504.000000 Penalty: 6303.560547
	Iteration 62Q: 3 clusters Score -3.50975e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 323608 members 
Entering Unmasked Estep 
Score: -35097500.000000 Penalty: 6303.560547
	Iteration 63Q: 3 clusters Score -3.50975e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 323744 members 
Entering Unmasked Estep 
Score: -35097456.000000 Penalty: 6303.560547
	Iteration 64Q: 3 clusters Score -3.509746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 323873 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 65Q: 3 clusters Score -3.509748e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 323972 members 
Entering Unmasked Estep 
Score: -35097472.000000 Penalty: 6303.560547
	Iteration 66Q: 3 clusters Score -3.509747e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 324081 members 
Entering Unmasked Estep 
Score: -35097500.000000 Penalty: 6303.560547
	Iteration 67Q: 3 clusters Score -3.50975e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 324177 members 
Entering Unmasked Estep 
Score: -35097504.000000 Penalty: 6303.560547
	Iteration 68Q: 3 clusters Score -3.50975e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 324259 members 
Entering Unmasked Estep 
Score: -35097512.000000 Penalty: 6303.560547
	Iteration 69Q: 3 clusters Score -3.509751e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 324329 members 
Entering Unmasked Estep 
Score: -35097476.000000 Penalty: 6303.560547
	Iteration 70Q: 3 clusters Score -3.509748e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 324394 members 
Entering Unmasked Estep 
Score: -35097432.000000 Penalty: 6303.560547
	Iteration 71Q: 3 clusters Score -3.509743e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 324453 members 
Entering Unmasked Estep 
Score: -35097448.000000 Penalty: 6303.560547
	Iteration 72Q: 3 clusters Score -3.509745e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 324516 members 
Entering Unmasked Estep 
Score: -35097420.000000 Penalty: 6303.560547
	Iteration 73Q: 3 clusters Score -3.509742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 324564 members 
Entering Unmasked Estep 
Score: -35097492.000000 Penalty: 6303.560547
	Iteration 74Q: 3 clusters Score -3.509749e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 324609 members 
Entering Unmasked Estep 
Score: -35097476.000000 Penalty: 6303.560547
	Iteration 75Q: 3 clusters Score -3.509748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 324650 members 
Entering Unmasked Estep 
Score: -35097472.000000 Penalty: 6303.560547
	Iteration 76Q: 3 clusters Score -3.509747e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 324696 members 
Entering Unmasked Estep 
Score: -35097460.000000 Penalty: 6303.560547
	Iteration 77Q: 3 clusters Score -3.509746e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 324740 members 
Entering Unmasked Estep 
Score: -35097460.000000 Penalty: 6303.560547
	Iteration 78Q: 3 clusters Score -3.509746e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 324771 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 79Q: 3 clusters Score -3.509748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 324805 members 
Entering Unmasked Estep 
Score: -35097496.000000 Penalty: 6303.560547
	Iteration 80F: 3 clusters Score -3.50975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 324836 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 81Q: 3 clusters Score -3.509748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 324859 members 
Entering Unmasked Estep 
Score: -35097484.000000 Penalty: 6303.560547
	Iteration 82Q: 3 clusters Score -3.509748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 324889 members 
Entering Unmasked Estep 
Score: -35097464.000000 Penalty: 6303.560547
	Iteration 83Q: 3 clusters Score -3.509746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 324918 members 
Entering Unmasked Estep 
Score: -35097460.000000 Penalty: 6303.560547
	Iteration 84Q: 3 clusters Score -3.509746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 324941 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 85Q: 3 clusters Score -3.509748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 324958 members 
Entering Unmasked Estep 
Score: -35097464.000000 Penalty: 6303.560547
	Iteration 86Q: 3 clusters Score -3.509746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 324977 members 
Entering Unmasked Estep 
Score: -35097464.000000 Penalty: 6303.560547
	Iteration 87Q: 3 clusters Score -3.509746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 324988 members 
Entering Unmasked Estep 
Score: -35097472.000000 Penalty: 6303.560547
	Iteration 88Q: 3 clusters Score -3.509747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 324991 members 
Entering Unmasked Estep 
Score: -35097464.000000 Penalty: 6303.560547
	Iteration 89Q: 3 clusters Score -3.509746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 325003 members 
Entering Unmasked Estep 
Score: -35097476.000000 Penalty: 6303.560547
	Iteration 90Q: 3 clusters Score -3.509748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 325014 members 
Entering Unmasked Estep 
Score: -35097472.000000 Penalty: 6303.560547
	Iteration 91Q: 3 clusters Score -3.509747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 325022 members 
Entering Unmasked Estep 
Score: -35097484.000000 Penalty: 6303.560547
	Iteration 92Q: 3 clusters Score -3.509748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 325030 members 
Entering Unmasked Estep 
Score: -35097456.000000 Penalty: 6303.560547
	Iteration 93Q: 3 clusters Score -3.509746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 325035 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 94Q: 3 clusters Score -3.509748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 325040 members 
Entering Unmasked Estep 
Score: -35097456.000000 Penalty: 6303.560547
	Iteration 95Q: 3 clusters Score -3.509746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 325043 members 
Entering Unmasked Estep 
Score: -35097476.000000 Penalty: 6303.560547
	Iteration 96Q: 3 clusters Score -3.509748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 325048 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 97Q: 3 clusters Score -3.509748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 325052 members 
Entering Unmasked Estep 
Score: -35097488.000000 Penalty: 6303.560547
	Iteration 98Q: 3 clusters Score -3.509749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 325057 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 99Q: 3 clusters Score -3.509748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 325063 members 
Entering Unmasked Estep 
Score: -35097500.000000 Penalty: 6303.560547
	Iteration 100F: 3 clusters Score -3.50975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 325066 members 
Entering Unmasked Estep 
Score: -35097468.000000 Penalty: 6303.560547
	Iteration 101Q: 3 clusters Score -3.509747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 325068 members 
Entering Unmasked Estep 
Score: -35097488.000000 Penalty: 6303.560547
	Iteration 102Q: 3 clusters Score -3.509749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 325071 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 103Q: 3 clusters Score -3.509748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 325074 members 
Entering Unmasked Estep 
Score: -35097480.000000 Penalty: 6303.560547
	Iteration 104Q: 3 clusters Score -3.509748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 325074 members 
Entering Unmasked Estep 
Score: -35097488.000000 Penalty: 6303.560547
	Iteration 105Q: 3 clusters Score -3.509749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 325079 members 
Entering Unmasked Estep 
Score: -35097504.000000 Penalty: 6303.560547
	Iteration 106Q: 3 clusters Score -3.50975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 325084 members 
Entering Unmasked Estep 
Score: -35097488.000000 Penalty: 6303.560547
	Iteration 107Q: 3 clusters Score -3.509749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 325087 members 
Entering Unmasked Estep 
Score: -35097492.000000 Penalty: 6303.560547
	Iteration 108Q: 3 clusters Score -3.509749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 325088 members 
Entering Unmasked Estep 
Score: -35097520.000000 Penalty: 6303.560547
	Iteration 109Q: 3 clusters Score -3.509752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 325088 members 
Entering Unmasked Estep 
Score: -35097520.000000 Penalty: 6303.560547
	Iteration 110F: 3 clusters Score -3.509752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 344839 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 24301 members 
Mstep: Class 8 contains 27823 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 46582 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 412902 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 21 contains 325088 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
Score: -158323408.000000 Penalty: 77678.523438
Splitting cluster 15 changes total score from -158310192.000000 to -158323408.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (412902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412902 members 
Entering Unmasked Estep 
Score: -43665220.000000 Penalty: 3206.879395
	Iteration 0F: 2 clusters Score -4.366522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207015 members 
Mstep: Class 2 contains 205887 members 
Entering Unmasked Estep 
Score: -43426760.000000 Penalty: 6413.758789
	Iteration 0F: 3 clusters Score -4.342676e+07 nChanged 201087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221410 members 
Mstep: Class 2 contains 191492 members 
Entering Unmasked Estep 
Score: -43547044.000000 Penalty: 6413.758789
	Iteration 1F: 3 clusters Score -4.354704e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230855 members 
Mstep: Class 2 contains 182047 members 
Entering Unmasked Estep 
Score: -43549816.000000 Penalty: 6413.758789
	Iteration 2Q: 3 clusters Score -4.354982e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245671 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -43554932.000000 Penalty: 6413.758789
	Iteration 3Q: 3 clusters Score -4.355493e+07 nChanged 22578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268001 members 
Mstep: Class 2 contains 144901 members 
Entering Unmasked Estep 
Score: -43566008.000000 Penalty: 6413.758789
	Iteration 4F: 3 clusters Score -4.356601e+07 nChanged 32043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299974 members 
Mstep: Class 2 contains 112928 members 
Entering Unmasked Estep 
Score: -43587388.000000 Penalty: 6413.758789
	Iteration 5F: 3 clusters Score -4.358739e+07 nChanged 39938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339910 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -43620284.000000 Penalty: 6413.758789
	Iteration 6F: 3 clusters Score -4.362028e+07 nChanged 38575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378485 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -43645836.000000 Penalty: 6413.758789
	Iteration 7F: 3 clusters Score -4.364584e+07 nChanged 23340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401825 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -43656740.000000 Penalty: 6413.758789
	Iteration 8F: 3 clusters Score -4.365674e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410128 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -43660708.000000 Penalty: 6413.758789
	Iteration 9Q: 3 clusters Score -4.366071e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412197 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -43661816.000000 Penalty: 6413.758789
	Iteration 10Q: 3 clusters Score -4.366182e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412599 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43662196.000000 Penalty: 6413.758789
	Iteration 11Q: 3 clusters Score -4.36622e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412671 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43662344.000000 Penalty: 6413.758789
	Iteration 12Q: 3 clusters Score -4.366234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412693 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43662328.000000 Penalty: 6413.758789
	Iteration 13Q: 3 clusters Score -4.366233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412704 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43662340.000000 Penalty: 6413.758789
	Iteration 14Q: 3 clusters Score -4.366234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412713 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43662360.000000 Penalty: 6413.758789
	Iteration 15Q: 3 clusters Score -4.366236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412721 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43662396.000000 Penalty: 6413.758789
	Iteration 16Q: 3 clusters Score -4.36624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412726 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43662400.000000 Penalty: 6413.758789
	Iteration 17Q: 3 clusters Score -4.36624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412725 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43662396.000000 Penalty: 6413.758789
	Iteration 18Q: 3 clusters Score -4.36624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412727 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43662384.000000 Penalty: 6413.758789
	Iteration 19Q: 3 clusters Score -4.366238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412727 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43662388.000000 Penalty: 6413.758789
	Iteration 20F: 3 clusters Score -4.366239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412726 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43662388.000000 Penalty: 6413.758789
	Iteration 21Q: 3 clusters Score -4.366239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412725 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43662396.000000 Penalty: 6413.758789
	Iteration 22Q: 3 clusters Score -4.36624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412724 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43662400.000000 Penalty: 6413.758789
	Iteration 23Q: 3 clusters Score -4.36624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412723 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43662404.000000 Penalty: 6413.758789
	Iteration 24Q: 3 clusters Score -4.36624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412723 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43662404.000000 Penalty: 6413.758789
	Iteration 25F: 3 clusters Score -4.36624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -264244.750000 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -264244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -261308.843750 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -261308.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -261799.890625 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -261799.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -261927.890625 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -261927.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -262002.500000 Penalty: 3880.528564
	Iteration 3Q: 3 clusters Score -262002.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262064.640625 Penalty: 3880.528564
	Iteration 4Q: 3 clusters Score -262064.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262114.468750 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -262114.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -262135.218750 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -262135.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262151.656250 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -262151.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -262160.531250 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -262160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -262171.625000 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -262171.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -262182.312500 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -262182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262188.937500 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -262188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -262193.125000 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -262193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -262196.031250 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -262196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262199.531250 Penalty: 3880.528564
	Iteration 14Q: 3 clusters Score -262199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262204.593750 Penalty: 3880.528564
	Iteration 15Q: 3 clusters Score -262204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -262206.593750 Penalty: 3880.528564
	Iteration 16Q: 3 clusters Score -262206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -262207.312500 Penalty: 3880.528564
	Iteration 17Q: 3 clusters Score -262207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -262209.062500 Penalty: 3880.528564
	Iteration 18Q: 3 clusters Score -262209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262211.375000 Penalty: 3880.528564
	Iteration 19Q: 3 clusters Score -262211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -262212.875000 Penalty: 3880.528564
	Iteration 20F: 3 clusters Score -262212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -262213.156250 Penalty: 3880.528564
	Iteration 21Q: 3 clusters Score -262213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -262213.156250 Penalty: 3880.528564
	Iteration 22F: 3 clusters Score -262213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Entering Unmasked Estep 
Score: -4895739.000000 Penalty: 2660.210205
	Iteration 0F: 2 clusters Score -4895739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4864975.000000 Penalty: 5320.420410
	Iteration 0F: 3 clusters Score -4864975 nChanged 20977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4876302.500000 Penalty: 5320.420410
	Iteration 1F: 3 clusters Score -4876302 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4876847.500000 Penalty: 5320.420410
	Iteration 2Q: 3 clusters Score -4876848 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4877428.000000 Penalty: 5320.420410
	Iteration 3Q: 3 clusters Score -4877428 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -4878253.000000 Penalty: 5320.420410
	Iteration 4Q: 3 clusters Score -4878253 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4879476.000000 Penalty: 5320.420410
	Iteration 5Q: 3 clusters Score -4879476 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4881346.000000 Penalty: 5320.420410
	Iteration 6F: 3 clusters Score -4881346 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4883871.500000 Penalty: 5320.420410
	Iteration 7F: 3 clusters Score -4883872 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4886862.500000 Penalty: 5320.420410
	Iteration 8F: 3 clusters Score -4886862 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -4889503.000000 Penalty: 5320.420410
	Iteration 9F: 3 clusters Score -4889503 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -4891349.500000 Penalty: 5320.420410
	Iteration 10Q: 3 clusters Score -4891350 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -4892377.500000 Penalty: 5320.420410
	Iteration 11Q: 3 clusters Score -4892378 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -4892951.500000 Penalty: 5320.420410
	Iteration 12Q: 3 clusters Score -4892952 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -4893180.500000 Penalty: 5320.420410
	Iteration 13Q: 3 clusters Score -4893180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -4893271.000000 Penalty: 5320.420410
	Iteration 14Q: 3 clusters Score -4893271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -4893313.500000 Penalty: 5320.420410
	Iteration 15Q: 3 clusters Score -4893314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -4893328.000000 Penalty: 5320.420410
	Iteration 16Q: 3 clusters Score -4893328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -4893355.500000 Penalty: 5320.420410
	Iteration 17Q: 3 clusters Score -4893356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -4893368.500000 Penalty: 5320.420410
	Iteration 18Q: 3 clusters Score -4893368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -4893370.500000 Penalty: 5320.420410
	Iteration 19Q: 3 clusters Score -4893370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -4893372.000000 Penalty: 5320.420410
	Iteration 20F: 3 clusters Score -4893372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -4893373.500000 Penalty: 5320.420410
	Iteration 21Q: 3 clusters Score -4893374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -4893374.000000 Penalty: 5320.420410
	Iteration 22Q: 3 clusters Score -4893374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -4893378.000000 Penalty: 5320.420410
	Iteration 23Q: 3 clusters Score -4893378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -4893377.500000 Penalty: 5320.420410
	Iteration 24Q: 3 clusters Score -4893378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -4893378.000000 Penalty: 5320.420410
	Iteration 25Q: 3 clusters Score -4893378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -4893378.000000 Penalty: 5320.420410
	Iteration 26F: 3 clusters Score -4893378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -112617.710938 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -112617.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110573.000000 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -110573 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111038.210938 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -111038.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -111341.156250 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -111341.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -111581.320312 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -111581.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -111727.632812 Penalty: 3539.301025
	Iteration 4F: 3 clusters Score -111727.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111790.164062 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -111790.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -111822.101562 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -111822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -111851.679688 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -111851.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -111874.906250 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -111874.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111897.632812 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -111897.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -111922.570312 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -111922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -111976.828125 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -111976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -112018.171875 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -112018.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -112068.296875 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -112068.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -112122.007812 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -112122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -112179.554688 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -112179.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112230.445312 Penalty: 3539.301025
	Iteration 16Q: 3 clusters Score -112230.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -112290.054688 Penalty: 3539.301025
	Iteration 17Q: 3 clusters Score -112290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -112342.656250 Penalty: 3539.301025
	Iteration 18Q: 3 clusters Score -112342.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -112441.562500 Penalty: 3539.301025
	Iteration 19Q: 3 clusters Score -112441.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -112637.992188 Penalty: 3539.301025
	Iteration 20F: 3 clusters Score -112638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -113216.593750 Penalty: 3539.301025
	Iteration 21Q: 3 clusters Score -113216.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -114263.414062 Penalty: 3539.301025
	Iteration 22F: 3 clusters Score -114263.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -115974.570312 Penalty: 3539.301025
	Iteration 23F: 3 clusters Score -115974.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -117085.882812 Penalty: 3539.301025
	Iteration 24Q: 3 clusters Score -117085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -117110.835938 Penalty: 3539.301025
	Iteration 25Q: 3 clusters Score -117110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -117128.460938 Penalty: 3539.301025
	Iteration 26Q: 3 clusters Score -117128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -117141.960938 Penalty: 3539.301025
	Iteration 27Q: 3 clusters Score -117142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -117145.273438 Penalty: 3539.301025
	Iteration 28F: 3 clusters Score -117145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -117149.375000 Penalty: 3539.301025
	Iteration 29Q: 3 clusters Score -117149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117151.281250 Penalty: 3539.301025
	Iteration 30Q: 3 clusters Score -117151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117151.281250 Penalty: 3539.301025
	Iteration 31F: 3 clusters Score -117151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 344839 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 24301 members 
Mstep: Class 8 contains 27823 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 46582 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 412902 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 21 contains 325088 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 760 members 
Entering Unmasked Estep 
Score: -158327088.000000 Penalty: 81209.359375
Splitting cluster 22 changes total score from -158310192.000000 to -158327088.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 344839 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 8 contains 27823 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 46582 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 17 contains 412902 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 22 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158330064.000000 Penalty: 81209.359375
Iteration 39Q: 24 clusters Score -1.583301e+08 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 144346 members 
Mstep: Class 3 contains 343951 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 22455 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 27844 members 
Mstep: Class 9 contains 2504 members 
Mstep: Class 10 contains 32275 members 
Mstep: Class 11 contains 782 members 
Mstep: Class 12 contains 46954 members 
Mstep: Class 13 contains 38668 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413458 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 45469 members 
Mstep: Class 21 contains 321817 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333600.000000 Penalty: 81209.359375
Iteration 40F: 24 clusters Score -1.583336e+08 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 145322 members 
Mstep: Class 3 contains 341319 members 
Mstep: Class 4 contains 9808 members 
Mstep: Class 5 contains 22098 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 26901 members 
Mstep: Class 8 contains 27841 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 32427 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 47303 members 
Mstep: Class 13 contains 37564 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 413416 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 45359 members 
Mstep: Class 21 contains 322081 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336400.000000 Penalty: 81209.359375
Iteration 41Q: 24 clusters Score -1.583364e+08 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 146366 members 
Mstep: Class 3 contains 338805 members 
Mstep: Class 4 contains 9546 members 
Mstep: Class 5 contains 21777 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 27341 members 
Mstep: Class 8 contains 27892 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 32548 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 47669 members 
Mstep: Class 13 contains 36549 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 6985 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413483 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 45281 members 
Mstep: Class 21 contains 322477 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338944.000000 Penalty: 81209.359375
Iteration 42Q: 24 clusters Score -1.583389e+08 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 147346 members 
Mstep: Class 3 contains 336323 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 21455 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 27540 members 
Mstep: Class 8 contains 27913 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 32680 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 35599 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413605 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 323028 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158341856.000000 Penalty: 81209.359375
Iteration 43Q: 24 clusters Score -1.583419e+08 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 148238 members 
Mstep: Class 3 contains 333899 members 
Mstep: Class 4 contains 9238 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 27671 members 
Mstep: Class 8 contains 27928 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 32796 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 48397 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 7502 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413765 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 21 contains 323683 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343248.000000 Penalty: 81209.359375
Iteration 44Q: 24 clusters Score -1.583432e+08 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 149130 members 
Mstep: Class 3 contains 331544 members 
Mstep: Class 4 contains 9110 members 
Mstep: Class 5 contains 20721 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 27783 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 32889 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 48781 members 
Mstep: Class 13 contains 33805 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 7723 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414026 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 45239 members 
Mstep: Class 21 contains 324210 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158345296.000000 Penalty: 81209.359375
Iteration 45Q: 24 clusters Score -1.583453e+08 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 149963 members 
Mstep: Class 3 contains 329327 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 20314 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 27881 members 
Mstep: Class 8 contains 27999 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 49176 members 
Mstep: Class 13 contains 32997 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414373 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 45247 members 
Mstep: Class 21 contains 324559 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346592.000000 Penalty: 81209.359375
Iteration 46Q: 24 clusters Score -1.583466e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 150834 members 
Mstep: Class 3 contains 327291 members 
Mstep: Class 4 contains 8968 members 
Mstep: Class 5 contains 19861 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 27944 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 49572 members 
Mstep: Class 13 contains 32275 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414761 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 45246 members 
Mstep: Class 21 contains 324719 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158348576.000000 Penalty: 81209.359375
Iteration 47Q: 24 clusters Score -1.583486e+08 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 151638 members 
Mstep: Class 3 contains 325454 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 19428 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 27984 members 
Mstep: Class 8 contains 28062 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 33200 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 49952 members 
Mstep: Class 13 contains 31605 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415069 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 20 contains 45254 members 
Mstep: Class 21 contains 324743 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158350144.000000 Penalty: 81209.359375
Iteration 48Q: 24 clusters Score -1.583501e+08 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 152373 members 
Mstep: Class 3 contains 323697 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28018 members 
Mstep: Class 8 contains 28094 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 33297 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 50328 members 
Mstep: Class 13 contains 30961 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415405 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 45259 members 
Mstep: Class 21 contains 324728 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158351520.000000 Penalty: 81209.359375
Iteration 49Q: 24 clusters Score -1.583515e+08 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 153133 members 
Mstep: Class 3 contains 322106 members 
Mstep: Class 4 contains 8868 members 
Mstep: Class 5 contains 18617 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28063 members 
Mstep: Class 8 contains 28138 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 33389 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 50665 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 8465 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415544 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 45267 members 
Mstep: Class 21 contains 324713 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3528.088379 but Gain 3530.835938
Score: -158352976.000000 Penalty: 77678.523438
Iteration 50Q: 23 clusters Score -1.58353e+08 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 154450 members 
Mstep: Class 3 contains 320835 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 18219 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28552 members 
Mstep: Class 8 contains 28284 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 33503 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 50998 members 
Mstep: Class 13 contains 29860 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 8586 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415831 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 20 contains 45303 members 
Mstep: Class 21 contains 325069 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356816.000000 Penalty: 77678.523438
Iteration 51Q: 23 clusters Score -1.583568e+08 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 155336 members 
Mstep: Class 3 contains 319641 members 
Mstep: Class 4 contains 9140 members 
Mstep: Class 5 contains 17817 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28625 members 
Mstep: Class 8 contains 28346 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 33579 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 51368 members 
Mstep: Class 13 contains 29299 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 8684 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415627 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 20 contains 45330 members 
Mstep: Class 21 contains 324791 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357248.000000 Penalty: 77678.523438
Iteration 52Q: 23 clusters Score -1.583572e+08 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 156187 members 
Mstep: Class 3 contains 318526 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 17428 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28667 members 
Mstep: Class 8 contains 28411 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 33668 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 51722 members 
Mstep: Class 13 contains 28784 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 8799 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415389 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 20 contains 45367 members 
Mstep: Class 21 contains 324495 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358624.000000 Penalty: 77678.523438
Iteration 53Q: 23 clusters Score -1.583586e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 157048 members 
Mstep: Class 3 contains 317431 members 
Mstep: Class 4 contains 9195 members 
Mstep: Class 5 contains 17061 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28689 members 
Mstep: Class 8 contains 28460 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 33737 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 52055 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 8913 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 415133 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 20 contains 45409 members 
Mstep: Class 21 contains 324239 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358496.000000 Penalty: 77678.523438
Iteration 54Q: 23 clusters Score -1.583585e+08 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 157853 members 
Mstep: Class 3 contains 316290 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 16671 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28695 members 
Mstep: Class 8 contains 28523 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 33810 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 52364 members 
Mstep: Class 13 contains 27908 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414934 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 20 contains 45447 members 
Mstep: Class 21 contains 324080 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358960.000000 Penalty: 77678.523438
Iteration 55Q: 23 clusters Score -1.58359e+08 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 158626 members 
Mstep: Class 3 contains 315127 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 16330 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28698 members 
Mstep: Class 8 contains 28574 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 33922 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 52651 members 
Mstep: Class 13 contains 27526 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414744 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 20 contains 45481 members 
Mstep: Class 21 contains 323925 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359680.000000 Penalty: 77678.523438
Iteration 56Q: 23 clusters Score -1.583597e+08 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 159473 members 
Mstep: Class 3 contains 313978 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 15968 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 28701 members 
Mstep: Class 8 contains 28619 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 34020 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 52965 members 
Mstep: Class 13 contains 27158 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414533 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 20 contains 45519 members 
Mstep: Class 21 contains 323703 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360048.000000 Penalty: 77678.523438
Iteration 57Q: 23 clusters Score -1.5836e+08 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 160319 members 
Mstep: Class 3 contains 312880 members 
Mstep: Class 4 contains 9351 members 
Mstep: Class 5 contains 15636 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 28708 members 
Mstep: Class 8 contains 28670 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 34090 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 53255 members 
Mstep: Class 13 contains 26837 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 414197 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 20 contains 45549 members 
Mstep: Class 21 contains 323584 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361008.000000 Penalty: 77678.523438
Iteration 58Q: 23 clusters Score -1.58361e+08 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 161141 members 
Mstep: Class 3 contains 311823 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 15308 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 28717 members 
Mstep: Class 8 contains 28700 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 34149 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 53513 members 
Mstep: Class 13 contains 26536 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 9391 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413877 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 20 contains 45594 members 
Mstep: Class 21 contains 323509 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361056.000000 Penalty: 77678.523438
Iteration 59Q: 23 clusters Score -1.583611e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 162009 members 
Mstep: Class 3 contains 310776 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 14968 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28718 members 
Mstep: Class 8 contains 28735 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 34227 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 53781 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 9470 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413561 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 20 contains 45641 members 
Mstep: Class 21 contains 323410 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362080.000000 Penalty: 77678.523438
Iteration 60F: 23 clusters Score -1.583621e+08 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 162875 members 
Mstep: Class 3 contains 309770 members 
Mstep: Class 4 contains 9439 members 
Mstep: Class 5 contains 14660 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28732 members 
Mstep: Class 8 contains 28768 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 34280 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 53989 members 
Mstep: Class 13 contains 25993 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 9560 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 413253 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 20 contains 45670 members 
Mstep: Class 21 contains 323289 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361872.000000 Penalty: 77678.523438
Iteration 61Q: 23 clusters Score -1.583619e+08 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 163753 members 
Mstep: Class 3 contains 308754 members 
Mstep: Class 4 contains 9473 members 
Mstep: Class 5 contains 14388 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28732 members 
Mstep: Class 8 contains 28790 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 34341 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 54169 members 
Mstep: Class 13 contains 25754 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412934 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 20 contains 45705 members 
Mstep: Class 21 contains 323191 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361632.000000 Penalty: 77678.523438
Iteration 62Q: 23 clusters Score -1.583616e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 164644 members 
Mstep: Class 3 contains 307765 members 
Mstep: Class 4 contains 9488 members 
Mstep: Class 5 contains 14119 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28736 members 
Mstep: Class 8 contains 28801 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 34385 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 54371 members 
Mstep: Class 13 contains 25503 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 9680 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412690 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 20 contains 45720 members 
Mstep: Class 21 contains 323087 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362016.000000 Penalty: 77678.523438
Iteration 63Q: 23 clusters Score -1.58362e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 165490 members 
Mstep: Class 3 contains 306760 members 
Mstep: Class 4 contains 9503 members 
Mstep: Class 5 contains 13835 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28743 members 
Mstep: Class 8 contains 28825 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 34434 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 54569 members 
Mstep: Class 13 contains 25299 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 9740 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412487 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 20 contains 45730 members 
Mstep: Class 21 contains 322955 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362112.000000 Penalty: 77678.523438
Iteration 64Q: 23 clusters Score -1.583621e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 166310 members 
Mstep: Class 3 contains 305850 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 13582 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 28758 members 
Mstep: Class 8 contains 28847 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 34450 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 54758 members 
Mstep: Class 13 contains 25111 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412301 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 20 contains 45720 members 
Mstep: Class 21 contains 322812 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362528.000000 Penalty: 77678.523438
Iteration 65Q: 23 clusters Score -1.583625e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 167142 members 
Mstep: Class 3 contains 304902 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 28781 members 
Mstep: Class 8 contains 28879 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 34475 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 54925 members 
Mstep: Class 13 contains 24926 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 9854 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412150 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 20 contains 45713 members 
Mstep: Class 21 contains 322657 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362736.000000 Penalty: 77678.523438
Iteration 66Q: 23 clusters Score -1.583627e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 167913 members 
Mstep: Class 3 contains 303987 members 
Mstep: Class 4 contains 9537 members 
Mstep: Class 5 contains 13116 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 28779 members 
Mstep: Class 8 contains 28906 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 34506 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 55108 members 
Mstep: Class 13 contains 24730 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 9901 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412102 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 20 contains 45718 members 
Mstep: Class 21 contains 322545 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362592.000000 Penalty: 77678.523438
Iteration 67Q: 23 clusters Score -1.583626e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 168683 members 
Mstep: Class 3 contains 303067 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 12890 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 28789 members 
Mstep: Class 8 contains 28925 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 34512 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 55239 members 
Mstep: Class 13 contains 24566 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 9943 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 412096 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 20 contains 45733 members 
Mstep: Class 21 contains 322478 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363344.000000 Penalty: 77678.523438
Iteration 68Q: 23 clusters Score -1.583633e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 169427 members 
Mstep: Class 3 contains 302193 members 
Mstep: Class 4 contains 9563 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 28796 members 
Mstep: Class 8 contains 28937 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 34521 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 55396 members 
Mstep: Class 13 contains 24402 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 9982 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411987 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 20 contains 45754 members 
Mstep: Class 21 contains 322449 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363648.000000 Penalty: 77678.523438
Iteration 69Q: 23 clusters Score -1.583636e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 170146 members 
Mstep: Class 3 contains 301304 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 12506 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 28792 members 
Mstep: Class 8 contains 28946 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 34533 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 55559 members 
Mstep: Class 13 contains 24265 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411867 members 
Mstep: Class 18 contains 2081 members 
Mstep: Class 20 contains 45778 members 
Mstep: Class 21 contains 322431 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363744.000000 Penalty: 77678.523438
Iteration 70Q: 23 clusters Score -1.583637e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 170800 members 
Mstep: Class 3 contains 300422 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 28790 members 
Mstep: Class 8 contains 28975 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 34557 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 55748 members 
Mstep: Class 13 contains 24113 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 10072 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411753 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 20 contains 45783 members 
Mstep: Class 21 contains 322468 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363392.000000 Penalty: 77678.523438
Iteration 71Q: 23 clusters Score -1.583634e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 171437 members 
Mstep: Class 3 contains 299610 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 28794 members 
Mstep: Class 8 contains 28988 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 34553 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 55941 members 
Mstep: Class 13 contains 23951 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 10120 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411685 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 20 contains 45793 members 
Mstep: Class 21 contains 322452 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363280.000000 Penalty: 77678.523438
Iteration 72Q: 23 clusters Score -1.583633e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 172061 members 
Mstep: Class 3 contains 298806 members 
Mstep: Class 4 contains 9613 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 28795 members 
Mstep: Class 8 contains 29004 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 34537 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 56131 members 
Mstep: Class 13 contains 23787 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 10170 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411648 members 
Mstep: Class 18 contains 2122 members 
Mstep: Class 20 contains 45807 members 
Mstep: Class 21 contains 322439 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363376.000000 Penalty: 77678.523438
Iteration 73Q: 23 clusters Score -1.583634e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 172642 members 
Mstep: Class 3 contains 298034 members 
Mstep: Class 4 contains 9621 members 
Mstep: Class 5 contains 11761 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 28800 members 
Mstep: Class 8 contains 29018 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 34514 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 56301 members 
Mstep: Class 13 contains 23656 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 10215 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411615 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 20 contains 45819 members 
Mstep: Class 21 contains 322480 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364000.000000 Penalty: 77678.523438
Iteration 74Q: 23 clusters Score -1.58364e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 173221 members 
Mstep: Class 3 contains 297242 members 
Mstep: Class 4 contains 9631 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 28799 members 
Mstep: Class 8 contains 29045 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 34516 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 56491 members 
Mstep: Class 13 contains 23515 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 10266 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411587 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 20 contains 45843 members 
Mstep: Class 21 contains 322481 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364592.000000 Penalty: 77678.523438
Iteration 75Q: 23 clusters Score -1.583646e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 173829 members 
Mstep: Class 3 contains 296440 members 
Mstep: Class 4 contains 9633 members 
Mstep: Class 5 contains 11392 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 28810 members 
Mstep: Class 8 contains 29066 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 34531 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 56693 members 
Mstep: Class 13 contains 23383 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 10308 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411570 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 322480 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364512.000000 Penalty: 77678.523438
Iteration 76Q: 23 clusters Score -1.583645e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 174394 members 
Mstep: Class 3 contains 295723 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 11210 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 28812 members 
Mstep: Class 8 contains 29081 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 34557 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 56888 members 
Mstep: Class 13 contains 23240 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10341 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411556 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 20 contains 45890 members 
Mstep: Class 21 contains 322462 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365056.000000 Penalty: 77678.523438
Iteration 77Q: 23 clusters Score -1.583651e+08 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 175000 members 
Mstep: Class 3 contains 294971 members 
Mstep: Class 4 contains 9658 members 
Mstep: Class 5 contains 11031 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 28809 members 
Mstep: Class 8 contains 29104 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 34585 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 57065 members 
Mstep: Class 13 contains 23136 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411539 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 20 contains 45905 members 
Mstep: Class 21 contains 322428 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365040.000000 Penalty: 77678.523438
Iteration 78Q: 23 clusters Score -1.58365e+08 nChanged 2548
Entering ConstructFrom: 
Score: -158365040.000000 Penalty: 77678.523438
Entering ConstructFrom: 
Trying to split cluster 1 (57965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Entering Unmasked Estep 
Score: -6252862.500000 Penalty: 2719.963623
	Iteration 0F: 2 clusters Score -6252862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -6213917.500000 Penalty: 5439.927246
	Iteration 0F: 3 clusters Score -6213918 nChanged 27044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6230378.500000 Penalty: 5439.927246
	Iteration 1F: 3 clusters Score -6230378 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6232118.500000 Penalty: 5439.927246
	Iteration 2F: 3 clusters Score -6232118 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -6234481.000000 Penalty: 5439.927246
	Iteration 3F: 3 clusters Score -6234481 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -6237700.000000 Penalty: 5439.927246
	Iteration 4F: 3 clusters Score -6237700 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -6241708.000000 Penalty: 5439.927246
	Iteration 5F: 3 clusters Score -6241708 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6245502.000000 Penalty: 5439.927246
	Iteration 6F: 3 clusters Score -6245502 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -6247880.000000 Penalty: 5439.927246
	Iteration 7Q: 3 clusters Score -6247880 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -6248749.000000 Penalty: 5439.927246
	Iteration 8Q: 3 clusters Score -6248749 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6249145.500000 Penalty: 5439.927246
	Iteration 9Q: 3 clusters Score -6249146 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -6249421.500000 Penalty: 5439.927246
	Iteration 10Q: 3 clusters Score -6249422 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -6249603.500000 Penalty: 5439.927246
	Iteration 11Q: 3 clusters Score -6249604 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6249811.500000 Penalty: 5439.927246
	Iteration 12Q: 3 clusters Score -6249812 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6249988.500000 Penalty: 5439.927246
	Iteration 13Q: 3 clusters Score -6249988 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -6250190.000000 Penalty: 5439.927246
	Iteration 14Q: 3 clusters Score -6250190 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -6250347.000000 Penalty: 5439.927246
	Iteration 15Q: 3 clusters Score -6250347 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -6250501.500000 Penalty: 5439.927246
	Iteration 16Q: 3 clusters Score -6250502 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -6250623.500000 Penalty: 5439.927246
	Iteration 17Q: 3 clusters Score -6250624 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -6250726.500000 Penalty: 5439.927246
	Iteration 18Q: 3 clusters Score -6250726 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -6250864.000000 Penalty: 5439.927246
	Iteration 19Q: 3 clusters Score -6250864 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -6250943.000000 Penalty: 5439.927246
	Iteration 20F: 3 clusters Score -6250943 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -6251003.000000 Penalty: 5439.927246
	Iteration 21Q: 3 clusters Score -6251003 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6251085.000000 Penalty: 5439.927246
	Iteration 22Q: 3 clusters Score -6251085 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -6251150.500000 Penalty: 5439.927246
	Iteration 23Q: 3 clusters Score -6251150 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -6251246.500000 Penalty: 5439.927246
	Iteration 24Q: 3 clusters Score -6251246 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -6251306.500000 Penalty: 5439.927246
	Iteration 25Q: 3 clusters Score -6251306 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -6251351.500000 Penalty: 5439.927246
	Iteration 26Q: 3 clusters Score -6251352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -6251383.000000 Penalty: 5439.927246
	Iteration 27Q: 3 clusters Score -6251383 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -6251410.000000 Penalty: 5439.927246
	Iteration 28Q: 3 clusters Score -6251410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -6251428.000000 Penalty: 5439.927246
	Iteration 29Q: 3 clusters Score -6251428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -6251446.500000 Penalty: 5439.927246
	Iteration 30Q: 3 clusters Score -6251446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -6251466.000000 Penalty: 5439.927246
	Iteration 31Q: 3 clusters Score -6251466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -6251507.500000 Penalty: 5439.927246
	Iteration 32Q: 3 clusters Score -6251508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -6251513.500000 Penalty: 5439.927246
	Iteration 33Q: 3 clusters Score -6251514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -6251522.000000 Penalty: 5439.927246
	Iteration 34Q: 3 clusters Score -6251522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -6251529.500000 Penalty: 5439.927246
	Iteration 35Q: 3 clusters Score -6251530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -6251534.000000 Penalty: 5439.927246
	Iteration 36Q: 3 clusters Score -6251534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -6251532.500000 Penalty: 5439.927246
	Iteration 37Q: 3 clusters Score -6251532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -6251527.500000 Penalty: 5439.927246
	Iteration 38Q: 3 clusters Score -6251528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -6251536.000000 Penalty: 5439.927246
	Iteration 39Q: 3 clusters Score -6251536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -6251541.000000 Penalty: 5439.927246
	Iteration 40F: 3 clusters Score -6251541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -6251546.000000 Penalty: 5439.927246
	Iteration 41Q: 3 clusters Score -6251546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -6251540.500000 Penalty: 5439.927246
	Iteration 42Q: 3 clusters Score -6251540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6251539.500000 Penalty: 5439.927246
	Iteration 43Q: 3 clusters Score -6251540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6251539.500000 Penalty: 5439.927246
	Iteration 44F: 3 clusters Score -6251540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Entering Unmasked Estep 
Score: -18743222.000000 Penalty: 2994.861816
	Iteration 0F: 2 clusters Score -1.874322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -18626182.000000 Penalty: 5989.723633
	Iteration 0F: 3 clusters Score -1.862618e+07 nChanged 84204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -18675892.000000 Penalty: 5989.723633
	Iteration 1F: 3 clusters Score -1.867589e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -18678100.000000 Penalty: 5989.723633
	Iteration 2Q: 3 clusters Score -1.86781e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -18681358.000000 Penalty: 5989.723633
	Iteration 3Q: 3 clusters Score -1.868136e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -18687222.000000 Penalty: 5989.723633
	Iteration 4F: 3 clusters Score -1.868722e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 126035 members 
Entering Unmasked Estep 
Score: -18696088.000000 Penalty: 5989.723633
	Iteration 5F: 3 clusters Score -1.869609e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -18708596.000000 Penalty: 5989.723633
	Iteration 6F: 3 clusters Score -1.87086e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 153638 members 
Entering Unmasked Estep 
Score: -18721112.000000 Penalty: 5989.723633
	Iteration 7F: 3 clusters Score -1.872111e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -18731018.000000 Penalty: 5989.723633
	Iteration 8F: 3 clusters Score -1.873102e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -18736378.000000 Penalty: 5989.723633
	Iteration 9Q: 3 clusters Score -1.873638e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -18738638.000000 Penalty: 5989.723633
	Iteration 10Q: 3 clusters Score -1.873864e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -18739678.000000 Penalty: 5989.723633
	Iteration 11Q: 3 clusters Score -1.873968e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -18740182.000000 Penalty: 5989.723633
	Iteration 12Q: 3 clusters Score -1.874018e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 174862 members 
Entering Unmasked Estep 
Score: -18740398.000000 Penalty: 5989.723633
	Iteration 13Q: 3 clusters Score -1.87404e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 174980 members 
Entering Unmasked Estep 
Score: -18740548.000000 Penalty: 5989.723633
	Iteration 14Q: 3 clusters Score -1.874055e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 175028 members 
Entering Unmasked Estep 
Score: -18740590.000000 Penalty: 5989.723633
	Iteration 15Q: 3 clusters Score -1.874059e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 175057 members 
Entering Unmasked Estep 
Score: -18740626.000000 Penalty: 5989.723633
	Iteration 16Q: 3 clusters Score -1.874063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 175085 members 
Entering Unmasked Estep 
Score: -18740666.000000 Penalty: 5989.723633
	Iteration 17Q: 3 clusters Score -1.874067e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -18740702.000000 Penalty: 5989.723633
	Iteration 18Q: 3 clusters Score -1.87407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -18740720.000000 Penalty: 5989.723633
	Iteration 19Q: 3 clusters Score -1.874072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -18740738.000000 Penalty: 5989.723633
	Iteration 20F: 3 clusters Score -1.874074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -18740762.000000 Penalty: 5989.723633
	Iteration 21Q: 3 clusters Score -1.874076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 175157 members 
Entering Unmasked Estep 
Score: -18740770.000000 Penalty: 5989.723633
	Iteration 22Q: 3 clusters Score -1.874077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -18740776.000000 Penalty: 5989.723633
	Iteration 23Q: 3 clusters Score -1.874078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 175169 members 
Entering Unmasked Estep 
Score: -18740782.000000 Penalty: 5989.723633
	Iteration 24Q: 3 clusters Score -1.874078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -18740776.000000 Penalty: 5989.723633
	Iteration 25Q: 3 clusters Score -1.874078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -18740780.000000 Penalty: 5989.723633
	Iteration 26Q: 3 clusters Score -1.874078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -18740778.000000 Penalty: 5989.723633
	Iteration 27Q: 3 clusters Score -1.874078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -18740802.000000 Penalty: 5989.723633
	Iteration 28Q: 3 clusters Score -1.87408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -18740802.000000 Penalty: 5989.723633
	Iteration 29Q: 3 clusters Score -1.87408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -18740802.000000 Penalty: 5989.723633
	Iteration 30Q: 3 clusters Score -1.87408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -18740800.000000 Penalty: 5989.723633
	Iteration 31Q: 3 clusters Score -1.87408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -18740794.000000 Penalty: 5989.723633
	Iteration 32Q: 3 clusters Score -1.874079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -18740794.000000 Penalty: 5989.723633
	Iteration 33F: 3 clusters Score -1.874079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (294210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294210 members 
Entering Unmasked Estep 
Score: -31209556.000000 Penalty: 3122.828125
	Iteration 0F: 2 clusters Score -3.120956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -31018232.000000 Penalty: 6245.656250
	Iteration 0F: 3 clusters Score -3.101823e+07 nChanged 142130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145665 members 
Mstep: Class 2 contains 148545 members 
Entering Unmasked Estep 
Score: -31102250.000000 Penalty: 6245.656250
	Iteration 1F: 3 clusters Score -3.110225e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144976 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -31103950.000000 Penalty: 6245.656250
	Iteration 2Q: 3 clusters Score -3.110395e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143840 members 
Mstep: Class 2 contains 150370 members 
Entering Unmasked Estep 
Score: -31106728.000000 Penalty: 6245.656250
	Iteration 3Q: 3 clusters Score -3.110673e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142331 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -31111108.000000 Penalty: 6245.656250
	Iteration 4Q: 3 clusters Score -3.111111e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -31117668.000000 Penalty: 6245.656250
	Iteration 5Q: 3 clusters Score -3.111767e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139311 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -31126080.000000 Penalty: 6245.656250
	Iteration 6F: 3 clusters Score -3.112608e+07 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 155269 members 
Entering Unmasked Estep 
Score: -31136504.000000 Penalty: 6245.656250
	Iteration 7F: 3 clusters Score -3.11365e+07 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139911 members 
Mstep: Class 2 contains 154299 members 
Entering Unmasked Estep 
Score: -31147618.000000 Penalty: 6245.656250
	Iteration 8F: 3 clusters Score -3.114762e+07 nChanged 18853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -31159406.000000 Penalty: 6245.656250
	Iteration 9F: 3 clusters Score -3.115941e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -31169730.000000 Penalty: 6245.656250
	Iteration 10F: 3 clusters Score -3.116973e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -31176910.000000 Penalty: 6245.656250
	Iteration 11Q: 3 clusters Score -3.117691e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -31180174.000000 Penalty: 6245.656250
	Iteration 12Q: 3 clusters Score -3.118017e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -31181778.000000 Penalty: 6245.656250
	Iteration 13Q: 3 clusters Score -3.118178e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -31182884.000000 Penalty: 6245.656250
	Iteration 14Q: 3 clusters Score -3.118288e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164429 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -31183744.000000 Penalty: 6245.656250
	Iteration 15Q: 3 clusters Score -3.118374e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -31184722.000000 Penalty: 6245.656250
	Iteration 16Q: 3 clusters Score -3.118472e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Mstep: Class 2 contains 123716 members 
Entering Unmasked Estep 
Score: -31185624.000000 Penalty: 6245.656250
	Iteration 17Q: 3 clusters Score -3.118562e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -31186414.000000 Penalty: 6245.656250
	Iteration 18Q: 3 clusters Score -3.118641e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -31187128.000000 Penalty: 6245.656250
	Iteration 19Q: 3 clusters Score -3.118713e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179974 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -31187774.000000 Penalty: 6245.656250
	Iteration 20F: 3 clusters Score -3.118777e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -31188464.000000 Penalty: 6245.656250
	Iteration 21Q: 3 clusters Score -3.118846e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186439 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -31189106.000000 Penalty: 6245.656250
	Iteration 22Q: 3 clusters Score -3.118911e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189720 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -31189706.000000 Penalty: 6245.656250
	Iteration 23Q: 3 clusters Score -3.118971e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193069 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -31190282.000000 Penalty: 6245.656250
	Iteration 24Q: 3 clusters Score -3.119028e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196425 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -31190882.000000 Penalty: 6245.656250
	Iteration 25Q: 3 clusters Score -3.119088e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199830 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -31191316.000000 Penalty: 6245.656250
	Iteration 26Q: 3 clusters Score -3.119132e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203235 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -31191920.000000 Penalty: 6245.656250
	Iteration 27Q: 3 clusters Score -3.119192e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206741 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -31192540.000000 Penalty: 6245.656250
	Iteration 28Q: 3 clusters Score -3.119254e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210263 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -31192960.000000 Penalty: 6245.656250
	Iteration 29Q: 3 clusters Score -3.119296e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213799 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -31193542.000000 Penalty: 6245.656250
	Iteration 30Q: 3 clusters Score -3.119354e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217337 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -31194042.000000 Penalty: 6245.656250
	Iteration 31Q: 3 clusters Score -3.119404e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220859 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -31194650.000000 Penalty: 6245.656250
	Iteration 32Q: 3 clusters Score -3.119465e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224404 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -31195224.000000 Penalty: 6245.656250
	Iteration 33Q: 3 clusters Score -3.119522e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227921 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -31195706.000000 Penalty: 6245.656250
	Iteration 34Q: 3 clusters Score -3.119571e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231387 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -31196494.000000 Penalty: 6245.656250
	Iteration 35Q: 3 clusters Score -3.119649e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234744 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -31197148.000000 Penalty: 6245.656250
	Iteration 36Q: 3 clusters Score -3.119715e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238057 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -31197726.000000 Penalty: 6245.656250
	Iteration 37Q: 3 clusters Score -3.119773e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241300 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -31198358.000000 Penalty: 6245.656250
	Iteration 38Q: 3 clusters Score -3.119836e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244446 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -31198954.000000 Penalty: 6245.656250
	Iteration 39Q: 3 clusters Score -3.119895e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247415 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -31199568.000000 Penalty: 6245.656250
	Iteration 40F: 3 clusters Score -3.119957e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250316 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -31200200.000000 Penalty: 6245.656250
	Iteration 41Q: 3 clusters Score -3.12002e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253044 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -31200934.000000 Penalty: 6245.656250
	Iteration 42Q: 3 clusters Score -3.120093e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255711 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -31201556.000000 Penalty: 6245.656250
	Iteration 43Q: 3 clusters Score -3.120156e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258382 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -31202182.000000 Penalty: 6245.656250
	Iteration 44Q: 3 clusters Score -3.120218e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260939 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -31202838.000000 Penalty: 6245.656250
	Iteration 45Q: 3 clusters Score -3.120284e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263419 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -31203488.000000 Penalty: 6245.656250
	Iteration 46Q: 3 clusters Score -3.120349e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265743 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -31204204.000000 Penalty: 6245.656250
	Iteration 47Q: 3 clusters Score -3.12042e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267946 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -31204906.000000 Penalty: 6245.656250
	Iteration 48Q: 3 clusters Score -3.120491e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270011 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -31205410.000000 Penalty: 6245.656250
	Iteration 49Q: 3 clusters Score -3.120541e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271984 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -31206064.000000 Penalty: 6245.656250
	Iteration 50Q: 3 clusters Score -3.120606e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273759 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -31206466.000000 Penalty: 6245.656250
	Iteration 51Q: 3 clusters Score -3.120647e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275303 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -31206844.000000 Penalty: 6245.656250
	Iteration 52Q: 3 clusters Score -3.120684e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276670 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -31207120.000000 Penalty: 6245.656250
	Iteration 53Q: 3 clusters Score -3.120712e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277938 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -31207506.000000 Penalty: 6245.656250
	Iteration 54Q: 3 clusters Score -3.120751e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279071 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -31207888.000000 Penalty: 6245.656250
	Iteration 55Q: 3 clusters Score -3.120789e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280137 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -31208070.000000 Penalty: 6245.656250
	Iteration 56Q: 3 clusters Score -3.120807e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281074 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -31208314.000000 Penalty: 6245.656250
	Iteration 57Q: 3 clusters Score -3.120831e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281916 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -31208480.000000 Penalty: 6245.656250
	Iteration 58Q: 3 clusters Score -3.120848e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282670 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -31208666.000000 Penalty: 6245.656250
	Iteration 59Q: 3 clusters Score -3.120867e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283362 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -31208854.000000 Penalty: 6245.656250
	Iteration 60F: 3 clusters Score -3.120885e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283966 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -31208880.000000 Penalty: 6245.656250
	Iteration 61Q: 3 clusters Score -3.120888e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284483 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -31208892.000000 Penalty: 6245.656250
	Iteration 62Q: 3 clusters Score -3.120889e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284949 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -31208990.000000 Penalty: 6245.656250
	Iteration 63Q: 3 clusters Score -3.120899e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285358 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -31208970.000000 Penalty: 6245.656250
	Iteration 64Q: 3 clusters Score -3.120897e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285721 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -31209012.000000 Penalty: 6245.656250
	Iteration 65Q: 3 clusters Score -3.120901e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286014 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -31209110.000000 Penalty: 6245.656250
	Iteration 66Q: 3 clusters Score -3.120911e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286269 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -31209108.000000 Penalty: 6245.656250
	Iteration 67Q: 3 clusters Score -3.120911e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286480 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -31209108.000000 Penalty: 6245.656250
	Iteration 68Q: 3 clusters Score -3.120911e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286666 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -31209156.000000 Penalty: 6245.656250
	Iteration 69Q: 3 clusters Score -3.120916e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286819 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -31209126.000000 Penalty: 6245.656250
	Iteration 70Q: 3 clusters Score -3.120913e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286959 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -31209084.000000 Penalty: 6245.656250
	Iteration 71Q: 3 clusters Score -3.120908e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287086 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -31209110.000000 Penalty: 6245.656250
	Iteration 72Q: 3 clusters Score -3.120911e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287188 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -31209164.000000 Penalty: 6245.656250
	Iteration 73Q: 3 clusters Score -3.120916e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287274 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -31209180.000000 Penalty: 6245.656250
	Iteration 74Q: 3 clusters Score -3.120918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287354 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -31209160.000000 Penalty: 6245.656250
	Iteration 75Q: 3 clusters Score -3.120916e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287427 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -31209192.000000 Penalty: 6245.656250
	Iteration 76Q: 3 clusters Score -3.120919e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287492 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -31209238.000000 Penalty: 6245.656250
	Iteration 77Q: 3 clusters Score -3.120924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287559 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -31209224.000000 Penalty: 6245.656250
	Iteration 78Q: 3 clusters Score -3.120922e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287618 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -31209172.000000 Penalty: 6245.656250
	Iteration 79Q: 3 clusters Score -3.120917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287679 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -31209162.000000 Penalty: 6245.656250
	Iteration 80F: 3 clusters Score -3.120916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287724 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -31209196.000000 Penalty: 6245.656250
	Iteration 81Q: 3 clusters Score -3.12092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287761 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -31209180.000000 Penalty: 6245.656250
	Iteration 82Q: 3 clusters Score -3.120918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287795 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -31209140.000000 Penalty: 6245.656250
	Iteration 83Q: 3 clusters Score -3.120914e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287831 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -31209128.000000 Penalty: 6245.656250
	Iteration 84Q: 3 clusters Score -3.120913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287865 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -31209158.000000 Penalty: 6245.656250
	Iteration 85Q: 3 clusters Score -3.120916e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287901 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -31209168.000000 Penalty: 6245.656250
	Iteration 86Q: 3 clusters Score -3.120917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287934 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -31209142.000000 Penalty: 6245.656250
	Iteration 87Q: 3 clusters Score -3.120914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287962 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -31209172.000000 Penalty: 6245.656250
	Iteration 88Q: 3 clusters Score -3.120917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287989 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -31209138.000000 Penalty: 6245.656250
	Iteration 89Q: 3 clusters Score -3.120914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288016 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -31209144.000000 Penalty: 6245.656250
	Iteration 90Q: 3 clusters Score -3.120914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288038 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -31209152.000000 Penalty: 6245.656250
	Iteration 91Q: 3 clusters Score -3.120915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288057 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -31209146.000000 Penalty: 6245.656250
	Iteration 92Q: 3 clusters Score -3.120915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288070 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -31209136.000000 Penalty: 6245.656250
	Iteration 93Q: 3 clusters Score -3.120914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288075 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -31209126.000000 Penalty: 6245.656250
	Iteration 94Q: 3 clusters Score -3.120913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288080 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -31209118.000000 Penalty: 6245.656250
	Iteration 95Q: 3 clusters Score -3.120912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288085 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -31209130.000000 Penalty: 6245.656250
	Iteration 96Q: 3 clusters Score -3.120913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288091 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -31209136.000000 Penalty: 6245.656250
	Iteration 97Q: 3 clusters Score -3.120914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288098 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -31209128.000000 Penalty: 6245.656250
	Iteration 98Q: 3 clusters Score -3.120913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288104 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -31209122.000000 Penalty: 6245.656250
	Iteration 99Q: 3 clusters Score -3.120912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288108 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -31209132.000000 Penalty: 6245.656250
	Iteration 100F: 3 clusters Score -3.120913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288113 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -31209160.000000 Penalty: 6245.656250
	Iteration 101Q: 3 clusters Score -3.120916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288120 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -31209136.000000 Penalty: 6245.656250
	Iteration 102Q: 3 clusters Score -3.120914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288132 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -31209168.000000 Penalty: 6245.656250
	Iteration 103Q: 3 clusters Score -3.120917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288138 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -31209170.000000 Penalty: 6245.656250
	Iteration 104Q: 3 clusters Score -3.120917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288151 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -31209194.000000 Penalty: 6245.656250
	Iteration 105Q: 3 clusters Score -3.120919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288167 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -31209192.000000 Penalty: 6245.656250
	Iteration 106Q: 3 clusters Score -3.120919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288179 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -31209196.000000 Penalty: 6245.656250
	Iteration 107Q: 3 clusters Score -3.12092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288186 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -31209176.000000 Penalty: 6245.656250
	Iteration 108Q: 3 clusters Score -3.120918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288193 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -31209162.000000 Penalty: 6245.656250
	Iteration 109Q: 3 clusters Score -3.120916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288201 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -31209168.000000 Penalty: 6245.656250
	Iteration 110Q: 3 clusters Score -3.120917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288210 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -31209176.000000 Penalty: 6245.656250
	Iteration 111Q: 3 clusters Score -3.120918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288214 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -31209166.000000 Penalty: 6245.656250
	Iteration 112Q: 3 clusters Score -3.120917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288218 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -31209160.000000 Penalty: 6245.656250
	Iteration 113Q: 3 clusters Score -3.120916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288220 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -31209174.000000 Penalty: 6245.656250
	Iteration 114Q: 3 clusters Score -3.120917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288226 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -31209186.000000 Penalty: 6245.656250
	Iteration 115Q: 3 clusters Score -3.120919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288229 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -31209184.000000 Penalty: 6245.656250
	Iteration 116Q: 3 clusters Score -3.120918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288233 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -31209190.000000 Penalty: 6245.656250
	Iteration 117Q: 3 clusters Score -3.120919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288235 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -31209166.000000 Penalty: 6245.656250
	Iteration 118Q: 3 clusters Score -3.120917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288236 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -31209194.000000 Penalty: 6245.656250
	Iteration 119Q: 3 clusters Score -3.120919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288239 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -31209178.000000 Penalty: 6245.656250
	Iteration 120F: 3 clusters Score -3.120918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288240 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -31209164.000000 Penalty: 6245.656250
	Iteration 121Q: 3 clusters Score -3.120916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288243 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -31209188.000000 Penalty: 6245.656250
	Iteration 122Q: 3 clusters Score -3.120919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288243 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -31209192.000000 Penalty: 6245.656250
	Iteration 123Q: 3 clusters Score -3.120919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288244 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -31209192.000000 Penalty: 6245.656250
	Iteration 124Q: 3 clusters Score -3.120919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288245 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -31209178.000000 Penalty: 6245.656250
	Iteration 125Q: 3 clusters Score -3.120918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288246 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -31209180.000000 Penalty: 6245.656250
	Iteration 126Q: 3 clusters Score -3.120918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288246 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -31209180.000000 Penalty: 6245.656250
	Iteration 127F: 3 clusters Score -3.120918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -1000624.000000 Penalty: 2275.791016
	Iteration 0F: 2 clusters Score -1000624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -993177.437500 Penalty: 4551.582031
	Iteration 0F: 3 clusters Score -993177.4 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -995364.312500 Penalty: 4551.582031
	Iteration 1F: 3 clusters Score -995364.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -995611.437500 Penalty: 4551.582031
	Iteration 2F: 3 clusters Score -995611.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -995782.687500 Penalty: 4551.582031
	Iteration 3Q: 3 clusters Score -995782.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -995926.375000 Penalty: 4551.582031
	Iteration 4Q: 3 clusters Score -995926.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -996061.250000 Penalty: 4551.582031
	Iteration 5Q: 3 clusters Score -996061.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -996176.687500 Penalty: 4551.582031
	Iteration 6Q: 3 clusters Score -996176.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -996297.062500 Penalty: 4551.582031
	Iteration 7Q: 3 clusters Score -996297.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -996440.312500 Penalty: 4551.582031
	Iteration 8Q: 3 clusters Score -996440.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -996581.687500 Penalty: 4551.582031
	Iteration 9Q: 3 clusters Score -996581.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -996708.437500 Penalty: 4551.582031
	Iteration 10Q: 3 clusters Score -996708.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -996859.750000 Penalty: 4551.582031
	Iteration 11Q: 3 clusters Score -996859.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -997029.375000 Penalty: 4551.582031
	Iteration 12Q: 3 clusters Score -997029.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -997215.875000 Penalty: 4551.582031
	Iteration 13Q: 3 clusters Score -997215.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -997434.437500 Penalty: 4551.582031
	Iteration 14Q: 3 clusters Score -997434.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -997686.562500 Penalty: 4551.582031
	Iteration 15Q: 3 clusters Score -997686.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -997910.312500 Penalty: 4551.582031
	Iteration 16Q: 3 clusters Score -997910.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -998133.812500 Penalty: 4551.582031
	Iteration 17Q: 3 clusters Score -998133.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -998306.937500 Penalty: 4551.582031
	Iteration 18Q: 3 clusters Score -998306.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -998455.750000 Penalty: 4551.582031
	Iteration 19Q: 3 clusters Score -998455.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -998564.187500 Penalty: 4551.582031
	Iteration 20F: 3 clusters Score -998564.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -998632.187500 Penalty: 4551.582031
	Iteration 21Q: 3 clusters Score -998632.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -998670.312500 Penalty: 4551.582031
	Iteration 22Q: 3 clusters Score -998670.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -998696.875000 Penalty: 4551.582031
	Iteration 23Q: 3 clusters Score -998696.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -998714.625000 Penalty: 4551.582031
	Iteration 24Q: 3 clusters Score -998714.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -998726.750000 Penalty: 4551.582031
	Iteration 25Q: 3 clusters Score -998726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -998732.250000 Penalty: 4551.582031
	Iteration 26Q: 3 clusters Score -998732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -998737.562500 Penalty: 4551.582031
	Iteration 27Q: 3 clusters Score -998737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -998741.500000 Penalty: 4551.582031
	Iteration 28Q: 3 clusters Score -998741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -998745.062500 Penalty: 4551.582031
	Iteration 29Q: 3 clusters Score -998745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -998751.125000 Penalty: 4551.582031
	Iteration 30Q: 3 clusters Score -998751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -998756.062500 Penalty: 4551.582031
	Iteration 31Q: 3 clusters Score -998756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -998758.750000 Penalty: 4551.582031
	Iteration 32Q: 3 clusters Score -998758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -998759.937500 Penalty: 4551.582031
	Iteration 33Q: 3 clusters Score -998759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -998759.937500 Penalty: 4551.582031
	Iteration 34F: 3 clusters Score -998759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Entering Unmasked Estep 
Score: -1158620.125000 Penalty: 2304.670410
	Iteration 0F: 2 clusters Score -1158620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1150460.750000 Penalty: 4609.340820
	Iteration 0F: 3 clusters Score -1150461 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1152834.625000 Penalty: 4609.340820
	Iteration 1F: 3 clusters Score -1152835 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1153146.125000 Penalty: 4609.340820
	Iteration 2F: 3 clusters Score -1153146 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1153389.375000 Penalty: 4609.340820
	Iteration 3Q: 3 clusters Score -1153389 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1153602.625000 Penalty: 4609.340820
	Iteration 4Q: 3 clusters Score -1153603 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1153786.000000 Penalty: 4609.340820
	Iteration 5Q: 3 clusters Score -1153786 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1153987.750000 Penalty: 4609.340820
	Iteration 6Q: 3 clusters Score -1153988 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1154218.625000 Penalty: 4609.340820
	Iteration 7Q: 3 clusters Score -1154219 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1154501.875000 Penalty: 4609.340820
	Iteration 8Q: 3 clusters Score -1154502 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1154847.125000 Penalty: 4609.340820
	Iteration 9Q: 3 clusters Score -1154847 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1155190.375000 Penalty: 4609.340820
	Iteration 10Q: 3 clusters Score -1155190 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1155531.750000 Penalty: 4609.340820
	Iteration 11Q: 3 clusters Score -1155532 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1155819.750000 Penalty: 4609.340820
	Iteration 12Q: 3 clusters Score -1155820 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1156025.625000 Penalty: 4609.340820
	Iteration 13Q: 3 clusters Score -1156026 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1156195.875000 Penalty: 4609.340820
	Iteration 14Q: 3 clusters Score -1156196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1156322.250000 Penalty: 4609.340820
	Iteration 15Q: 3 clusters Score -1156322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1156394.000000 Penalty: 4609.340820
	Iteration 16Q: 3 clusters Score -1156394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1156448.500000 Penalty: 4609.340820
	Iteration 17Q: 3 clusters Score -1156448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1156481.250000 Penalty: 4609.340820
	Iteration 18Q: 3 clusters Score -1156481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1156499.000000 Penalty: 4609.340820
	Iteration 19Q: 3 clusters Score -1156499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1156513.125000 Penalty: 4609.340820
	Iteration 20F: 3 clusters Score -1156513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1156523.125000 Penalty: 4609.340820
	Iteration 21Q: 3 clusters Score -1156523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1156531.750000 Penalty: 4609.340820
	Iteration 22Q: 3 clusters Score -1156532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1156534.875000 Penalty: 4609.340820
	Iteration 23Q: 3 clusters Score -1156535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1156542.875000 Penalty: 4609.340820
	Iteration 24Q: 3 clusters Score -1156543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1156550.750000 Penalty: 4609.340820
	Iteration 25Q: 3 clusters Score -1156551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1156555.750000 Penalty: 4609.340820
	Iteration 26Q: 3 clusters Score -1156556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1156562.375000 Penalty: 4609.340820
	Iteration 27Q: 3 clusters Score -1156562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1156565.000000 Penalty: 4609.340820
	Iteration 28Q: 3 clusters Score -1156565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1156566.000000 Penalty: 4609.340820
	Iteration 29Q: 3 clusters Score -1156566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1156566.375000 Penalty: 4609.340820
	Iteration 30Q: 3 clusters Score -1156566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1156566.375000 Penalty: 4609.340820
	Iteration 31F: 3 clusters Score -1156566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -116102.843750 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -116102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114027.789062 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -114027.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114310.757812 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -114310.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -114403.914062 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -114403.9 nChanged 34
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: -114441.070312 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -114441.1 nChanged 18
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: -114466.523438 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -114466.5 nChanged 11
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: -114478.554688 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -114478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114486.234375 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -114486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114490.695312 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -114490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114498.664062 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -114498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -114502.382812 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -114502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114504.632812 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -114504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114506.890625 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -114506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114507.734375 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -114507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114507.734375 Penalty: 3506.235596
	Iteration 13F: 3 clusters Score -114507.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Entering Unmasked Estep 
Score: -2792860.000000 Penalty: 2546.548096
	Iteration 0F: 2 clusters Score -2792860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2772993.750000 Penalty: 5093.096191
	Iteration 0F: 3 clusters Score -2772994 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2780142.250000 Penalty: 5093.096191
	Iteration 1F: 3 clusters Score -2780142 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2780660.750000 Penalty: 5093.096191
	Iteration 2Q: 3 clusters Score -2780661 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2781192.750000 Penalty: 5093.096191
	Iteration 3Q: 3 clusters Score -2781193 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2781720.500000 Penalty: 5093.096191
	Iteration 4Q: 3 clusters Score -2781720 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2782272.250000 Penalty: 5093.096191
	Iteration 5Q: 3 clusters Score -2782272 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2782876.750000 Penalty: 5093.096191
	Iteration 6Q: 3 clusters Score -2782877 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2783590.250000 Penalty: 5093.096191
	Iteration 7Q: 3 clusters Score -2783590 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2784422.000000 Penalty: 5093.096191
	Iteration 8Q: 3 clusters Score -2784422 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2785503.500000 Penalty: 5093.096191
	Iteration 9F: 3 clusters Score -2785504 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2786761.500000 Penalty: 5093.096191
	Iteration 10F: 3 clusters Score -2786762 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2788037.250000 Penalty: 5093.096191
	Iteration 11F: 3 clusters Score -2788037 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2789134.250000 Penalty: 5093.096191
	Iteration 12Q: 3 clusters Score -2789134 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2789901.250000 Penalty: 5093.096191
	Iteration 13Q: 3 clusters Score -2789901 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2790403.500000 Penalty: 5093.096191
	Iteration 14Q: 3 clusters Score -2790404 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2790725.000000 Penalty: 5093.096191
	Iteration 15Q: 3 clusters Score -2790725 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2790924.500000 Penalty: 5093.096191
	Iteration 16Q: 3 clusters Score -2790924 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2791090.250000 Penalty: 5093.096191
	Iteration 17Q: 3 clusters Score -2791090 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2791185.250000 Penalty: 5093.096191
	Iteration 18Q: 3 clusters Score -2791185 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2791257.500000 Penalty: 5093.096191
	Iteration 19Q: 3 clusters Score -2791258 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2791308.250000 Penalty: 5093.096191
	Iteration 20F: 3 clusters Score -2791308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2791357.500000 Penalty: 5093.096191
	Iteration 21Q: 3 clusters Score -2791358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2791406.750000 Penalty: 5093.096191
	Iteration 22Q: 3 clusters Score -2791407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2791429.000000 Penalty: 5093.096191
	Iteration 23Q: 3 clusters Score -2791429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2791446.750000 Penalty: 5093.096191
	Iteration 24Q: 3 clusters Score -2791447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2791475.750000 Penalty: 5093.096191
	Iteration 25Q: 3 clusters Score -2791476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2791498.250000 Penalty: 5093.096191
	Iteration 26Q: 3 clusters Score -2791498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2791518.750000 Penalty: 5093.096191
	Iteration 27Q: 3 clusters Score -2791519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2791545.750000 Penalty: 5093.096191
	Iteration 28Q: 3 clusters Score -2791546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2791562.750000 Penalty: 5093.096191
	Iteration 29Q: 3 clusters Score -2791563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2791578.750000 Penalty: 5093.096191
	Iteration 30Q: 3 clusters Score -2791579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2791587.000000 Penalty: 5093.096191
	Iteration 31Q: 3 clusters Score -2791587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2791588.500000 Penalty: 5093.096191
	Iteration 32Q: 3 clusters Score -2791588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2791602.250000 Penalty: 5093.096191
	Iteration 33Q: 3 clusters Score -2791602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2791606.250000 Penalty: 5093.096191
	Iteration 34Q: 3 clusters Score -2791606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2791606.500000 Penalty: 5093.096191
	Iteration 35Q: 3 clusters Score -2791606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2791605.000000 Penalty: 5093.096191
	Iteration 36Q: 3 clusters Score -2791605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2791615.750000 Penalty: 5093.096191
	Iteration 37Q: 3 clusters Score -2791616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2791618.250000 Penalty: 5093.096191
	Iteration 38Q: 3 clusters Score -2791618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2791625.250000 Penalty: 5093.096191
	Iteration 39Q: 3 clusters Score -2791625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2791629.000000 Penalty: 5093.096191
	Iteration 40F: 3 clusters Score -2791629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2791627.000000 Penalty: 5093.096191
	Iteration 41Q: 3 clusters Score -2791627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2791631.000000 Penalty: 5093.096191
	Iteration 42Q: 3 clusters Score -2791631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2791631.500000 Penalty: 5093.096191
	Iteration 43Q: 3 clusters Score -2791632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2791635.750000 Penalty: 5093.096191
	Iteration 44Q: 3 clusters Score -2791636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2791633.000000 Penalty: 5093.096191
	Iteration 45Q: 3 clusters Score -2791633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2791631.000000 Penalty: 5093.096191
	Iteration 46Q: 3 clusters Score -2791631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2791635.000000 Penalty: 5093.096191
	Iteration 47Q: 3 clusters Score -2791635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2791634.000000 Penalty: 5093.096191
	Iteration 48Q: 3 clusters Score -2791634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2791634.000000 Penalty: 5093.096191
	Iteration 49F: 3 clusters Score -2791634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Entering Unmasked Estep 
Score: -3139732.750000 Penalty: 2549.236816
	Iteration 0F: 2 clusters Score -3139733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3119679.500000 Penalty: 5098.473633
	Iteration 0F: 3 clusters Score -3119680 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3126936.000000 Penalty: 5098.473633
	Iteration 1F: 3 clusters Score -3126936 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3127476.000000 Penalty: 5098.473633
	Iteration 2Q: 3 clusters Score -3127476 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3128086.500000 Penalty: 5098.473633
	Iteration 3Q: 3 clusters Score -3128086 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3128759.750000 Penalty: 5098.473633
	Iteration 4Q: 3 clusters Score -3128760 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3129522.750000 Penalty: 5098.473633
	Iteration 5F: 3 clusters Score -3129523 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3130464.500000 Penalty: 5098.473633
	Iteration 6F: 3 clusters Score -3130464 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3131646.500000 Penalty: 5098.473633
	Iteration 7F: 3 clusters Score -3131646 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3133083.000000 Penalty: 5098.473633
	Iteration 8F: 3 clusters Score -3133083 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3134635.500000 Penalty: 5098.473633
	Iteration 9F: 3 clusters Score -3134636 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3135710.750000 Penalty: 5098.473633
	Iteration 10F: 3 clusters Score -3135711 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3136141.250000 Penalty: 5098.473633
	Iteration 11Q: 3 clusters Score -3136141 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3136342.750000 Penalty: 5098.473633
	Iteration 12Q: 3 clusters Score -3136343 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3136486.000000 Penalty: 5098.473633
	Iteration 13Q: 3 clusters Score -3136486 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3136600.000000 Penalty: 5098.473633
	Iteration 14Q: 3 clusters Score -3136600 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3136668.500000 Penalty: 5098.473633
	Iteration 15Q: 3 clusters Score -3136668 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3136737.250000 Penalty: 5098.473633
	Iteration 16Q: 3 clusters Score -3136737 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3136827.000000 Penalty: 5098.473633
	Iteration 17Q: 3 clusters Score -3136827 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3136898.750000 Penalty: 5098.473633
	Iteration 18Q: 3 clusters Score -3136899 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3136954.000000 Penalty: 5098.473633
	Iteration 19Q: 3 clusters Score -3136954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3136987.000000 Penalty: 5098.473633
	Iteration 20F: 3 clusters Score -3136987 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3137032.750000 Penalty: 5098.473633
	Iteration 21Q: 3 clusters Score -3137033 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3137106.750000 Penalty: 5098.473633
	Iteration 22Q: 3 clusters Score -3137107 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3137149.750000 Penalty: 5098.473633
	Iteration 23Q: 3 clusters Score -3137150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3137188.750000 Penalty: 5098.473633
	Iteration 24Q: 3 clusters Score -3137189 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3137244.250000 Penalty: 5098.473633
	Iteration 25Q: 3 clusters Score -3137244 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3137279.500000 Penalty: 5098.473633
	Iteration 26Q: 3 clusters Score -3137280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3137323.250000 Penalty: 5098.473633
	Iteration 27Q: 3 clusters Score -3137323 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3137361.000000 Penalty: 5098.473633
	Iteration 28Q: 3 clusters Score -3137361 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3137402.000000 Penalty: 5098.473633
	Iteration 29Q: 3 clusters Score -3137402 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3137437.500000 Penalty: 5098.473633
	Iteration 30Q: 3 clusters Score -3137438 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3137449.750000 Penalty: 5098.473633
	Iteration 31Q: 3 clusters Score -3137450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3137471.500000 Penalty: 5098.473633
	Iteration 32Q: 3 clusters Score -3137472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3137483.500000 Penalty: 5098.473633
	Iteration 33Q: 3 clusters Score -3137484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3137494.250000 Penalty: 5098.473633
	Iteration 34Q: 3 clusters Score -3137494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3137524.500000 Penalty: 5098.473633
	Iteration 35Q: 3 clusters Score -3137524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3137539.500000 Penalty: 5098.473633
	Iteration 36Q: 3 clusters Score -3137540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3137539.000000 Penalty: 5098.473633
	Iteration 37Q: 3 clusters Score -3137539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3137552.250000 Penalty: 5098.473633
	Iteration 38Q: 3 clusters Score -3137552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3137569.750000 Penalty: 5098.473633
	Iteration 39Q: 3 clusters Score -3137570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3137588.500000 Penalty: 5098.473633
	Iteration 40F: 3 clusters Score -3137588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3137593.000000 Penalty: 5098.473633
	Iteration 41Q: 3 clusters Score -3137593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3137605.000000 Penalty: 5098.473633
	Iteration 42Q: 3 clusters Score -3137605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3137612.000000 Penalty: 5098.473633
	Iteration 43Q: 3 clusters Score -3137612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3137623.500000 Penalty: 5098.473633
	Iteration 44Q: 3 clusters Score -3137624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3137636.750000 Penalty: 5098.473633
	Iteration 45Q: 3 clusters Score -3137637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3137659.000000 Penalty: 5098.473633
	Iteration 46Q: 3 clusters Score -3137659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3137687.250000 Penalty: 5098.473633
	Iteration 47Q: 3 clusters Score -3137687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3137699.750000 Penalty: 5098.473633
	Iteration 48Q: 3 clusters Score -3137700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3137718.000000 Penalty: 5098.473633
	Iteration 49Q: 3 clusters Score -3137718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3137738.250000 Penalty: 5098.473633
	Iteration 50Q: 3 clusters Score -3137738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3137754.000000 Penalty: 5098.473633
	Iteration 51Q: 3 clusters Score -3137754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3137774.500000 Penalty: 5098.473633
	Iteration 52Q: 3 clusters Score -3137774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3137784.250000 Penalty: 5098.473633
	Iteration 53Q: 3 clusters Score -3137784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3137808.250000 Penalty: 5098.473633
	Iteration 54Q: 3 clusters Score -3137808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3137824.250000 Penalty: 5098.473633
	Iteration 55Q: 3 clusters Score -3137824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3137838.000000 Penalty: 5098.473633
	Iteration 56Q: 3 clusters Score -3137838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3137843.000000 Penalty: 5098.473633
	Iteration 57Q: 3 clusters Score -3137843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3137858.500000 Penalty: 5098.473633
	Iteration 58Q: 3 clusters Score -3137858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3137868.250000 Penalty: 5098.473633
	Iteration 59Q: 3 clusters Score -3137868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3137871.750000 Penalty: 5098.473633
	Iteration 60F: 3 clusters Score -3137872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3137877.250000 Penalty: 5098.473633
	Iteration 61Q: 3 clusters Score -3137877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3137883.500000 Penalty: 5098.473633
	Iteration 62Q: 3 clusters Score -3137884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3137889.750000 Penalty: 5098.473633
	Iteration 63Q: 3 clusters Score -3137890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3137895.250000 Penalty: 5098.473633
	Iteration 64Q: 3 clusters Score -3137895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3137895.250000 Penalty: 5098.473633
	Iteration 65Q: 3 clusters Score -3137895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3137908.250000 Penalty: 5098.473633
	Iteration 66Q: 3 clusters Score -3137908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3137917.500000 Penalty: 5098.473633
	Iteration 67Q: 3 clusters Score -3137918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3137928.250000 Penalty: 5098.473633
	Iteration 68Q: 3 clusters Score -3137928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3137926.000000 Penalty: 5098.473633
	Iteration 69Q: 3 clusters Score -3137926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3137926.000000 Penalty: 5098.473633
	Iteration 70Q: 3 clusters Score -3137926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3137937.500000 Penalty: 5098.473633
	Iteration 71Q: 3 clusters Score -3137938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3137939.750000 Penalty: 5098.473633
	Iteration 72Q: 3 clusters Score -3137940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3137934.500000 Penalty: 5098.473633
	Iteration 73Q: 3 clusters Score -3137934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3137934.250000 Penalty: 5098.473633
	Iteration 74Q: 3 clusters Score -3137934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3137936.750000 Penalty: 5098.473633
	Iteration 75Q: 3 clusters Score -3137937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3137937.500000 Penalty: 5098.473633
	Iteration 76Q: 3 clusters Score -3137938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3137938.500000 Penalty: 5098.473633
	Iteration 77Q: 3 clusters Score -3137938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3137939.000000 Penalty: 5098.473633
	Iteration 78Q: 3 clusters Score -3137939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3137944.500000 Penalty: 5098.473633
	Iteration 79Q: 3 clusters Score -3137944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3137954.750000 Penalty: 5098.473633
	Iteration 80F: 3 clusters Score -3137955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3137957.750000 Penalty: 5098.473633
	Iteration 81Q: 3 clusters Score -3137958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3137959.250000 Penalty: 5098.473633
	Iteration 82Q: 3 clusters Score -3137959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3137959.750000 Penalty: 5098.473633
	Iteration 83Q: 3 clusters Score -3137960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3137964.000000 Penalty: 5098.473633
	Iteration 84Q: 3 clusters Score -3137964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3137963.500000 Penalty: 5098.473633
	Iteration 85Q: 3 clusters Score -3137964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3137967.000000 Penalty: 5098.473633
	Iteration 86Q: 3 clusters Score -3137967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3137964.000000 Penalty: 5098.473633
	Iteration 87Q: 3 clusters Score -3137964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3137969.250000 Penalty: 5098.473633
	Iteration 88Q: 3 clusters Score -3137969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3137967.000000 Penalty: 5098.473633
	Iteration 89Q: 3 clusters Score -3137967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3137967.250000 Penalty: 5098.473633
	Iteration 90Q: 3 clusters Score -3137967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3137972.250000 Penalty: 5098.473633
	Iteration 91Q: 3 clusters Score -3137972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3137971.000000 Penalty: 5098.473633
	Iteration 92Q: 3 clusters Score -3137971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3137972.500000 Penalty: 5098.473633
	Iteration 93Q: 3 clusters Score -3137972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3137972.500000 Penalty: 5098.473633
	Iteration 94F: 3 clusters Score -3137972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -260939.265625 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -260939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -257687.046875 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -257687 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -258345.031250 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -258345 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -258514.281250 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -258514.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -258605.765625 Penalty: 3966.507080
	Iteration 3Q: 3 clusters Score -258605.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258664.140625 Penalty: 3966.507080
	Iteration 4Q: 3 clusters Score -258664.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -258715.968750 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -258716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -258758.468750 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -258758.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -258791.390625 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -258791.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -258815.890625 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -258815.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -258838.140625 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -258838.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -258863.796875 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -258863.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -258887.640625 Penalty: 3966.507080
	Iteration 11Q: 3 clusters Score -258887.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -258904.359375 Penalty: 3966.507080
	Iteration 12Q: 3 clusters Score -258904.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -258917.359375 Penalty: 3966.507080
	Iteration 13Q: 3 clusters Score -258917.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -258933.828125 Penalty: 3966.507080
	Iteration 14Q: 3 clusters Score -258933.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258949.421875 Penalty: 3966.507080
	Iteration 15Q: 3 clusters Score -258949.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -258962.984375 Penalty: 3966.507080
	Iteration 16Q: 3 clusters Score -258963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -258973.343750 Penalty: 3966.507080
	Iteration 17Q: 3 clusters Score -258973.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -258978.468750 Penalty: 3966.507080
	Iteration 18Q: 3 clusters Score -258978.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258981.968750 Penalty: 3966.507080
	Iteration 19Q: 3 clusters Score -258982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -258984.031250 Penalty: 3966.507080
	Iteration 20F: 3 clusters Score -258984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -258984.265625 Penalty: 3966.507080
	Iteration 21Q: 3 clusters Score -258984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -258984.406250 Penalty: 3966.507080
	Iteration 22Q: 3 clusters Score -258984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -258985.000000 Penalty: 3966.507080
	Iteration 23Q: 3 clusters Score -258985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -258987.406250 Penalty: 3966.507080
	Iteration 24Q: 3 clusters Score -258987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -258989.343750 Penalty: 3966.507080
	Iteration 25Q: 3 clusters Score -258989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258990.890625 Penalty: 3966.507080
	Iteration 26Q: 3 clusters Score -258990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258994.015625 Penalty: 3966.507080
	Iteration 27Q: 3 clusters Score -258994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258997.250000 Penalty: 3966.507080
	Iteration 28Q: 3 clusters Score -258997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258998.750000 Penalty: 3966.507080
	Iteration 29Q: 3 clusters Score -258998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258999.656250 Penalty: 3966.507080
	Iteration 30Q: 3 clusters Score -258999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -259000.296875 Penalty: 3966.507080
	Iteration 31Q: 3 clusters Score -259000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -259000.296875 Penalty: 3966.507080
	Iteration 32F: 3 clusters Score -259000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Entering Unmasked Estep 
Score: -3736438.500000 Penalty: 2592.106445
	Iteration 0F: 2 clusters Score -3736438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3712985.250000 Penalty: 5184.212891
	Iteration 0F: 3 clusters Score -3712985 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3721532.000000 Penalty: 5184.212891
	Iteration 1F: 3 clusters Score -3721532 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3721971.500000 Penalty: 5184.212891
	Iteration 2Q: 3 clusters Score -3721972 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3722286.000000 Penalty: 5184.212891
	Iteration 3Q: 3 clusters Score -3722286 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3722592.000000 Penalty: 5184.212891
	Iteration 4Q: 3 clusters Score -3722592 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3722842.250000 Penalty: 5184.212891
	Iteration 5Q: 3 clusters Score -3722842 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3723097.750000 Penalty: 5184.212891
	Iteration 6Q: 3 clusters Score -3723098 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3723356.500000 Penalty: 5184.212891
	Iteration 7Q: 3 clusters Score -3723356 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3723653.750000 Penalty: 5184.212891
	Iteration 8Q: 3 clusters Score -3723654 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3723987.750000 Penalty: 5184.212891
	Iteration 9Q: 3 clusters Score -3723988 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3724405.000000 Penalty: 5184.212891
	Iteration 10Q: 3 clusters Score -3724405 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3724922.750000 Penalty: 5184.212891
	Iteration 11Q: 3 clusters Score -3724923 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3725555.750000 Penalty: 5184.212891
	Iteration 12Q: 3 clusters Score -3725556 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3726266.500000 Penalty: 5184.212891
	Iteration 13Q: 3 clusters Score -3726266 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3727119.000000 Penalty: 5184.212891
	Iteration 14Q: 3 clusters Score -3727119 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3728051.500000 Penalty: 5184.212891
	Iteration 15Q: 3 clusters Score -3728052 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3728954.250000 Penalty: 5184.212891
	Iteration 16Q: 3 clusters Score -3728954 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3729752.250000 Penalty: 5184.212891
	Iteration 17Q: 3 clusters Score -3729752 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3730413.250000 Penalty: 5184.212891
	Iteration 18Q: 3 clusters Score -3730413 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3730963.500000 Penalty: 5184.212891
	Iteration 19Q: 3 clusters Score -3730964 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3731438.000000 Penalty: 5184.212891
	Iteration 20F: 3 clusters Score -3731438 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3731842.750000 Penalty: 5184.212891
	Iteration 21Q: 3 clusters Score -3731843 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3732159.500000 Penalty: 5184.212891
	Iteration 22Q: 3 clusters Score -3732160 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3732476.250000 Penalty: 5184.212891
	Iteration 23Q: 3 clusters Score -3732476 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3732713.000000 Penalty: 5184.212891
	Iteration 24Q: 3 clusters Score -3732713 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3732896.250000 Penalty: 5184.212891
	Iteration 25Q: 3 clusters Score -3732896 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3733073.500000 Penalty: 5184.212891
	Iteration 26Q: 3 clusters Score -3733074 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3733229.000000 Penalty: 5184.212891
	Iteration 27Q: 3 clusters Score -3733229 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3733369.500000 Penalty: 5184.212891
	Iteration 28Q: 3 clusters Score -3733370 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3733492.750000 Penalty: 5184.212891
	Iteration 29Q: 3 clusters Score -3733493 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3733634.500000 Penalty: 5184.212891
	Iteration 30Q: 3 clusters Score -3733634 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3733726.250000 Penalty: 5184.212891
	Iteration 31Q: 3 clusters Score -3733726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3733778.000000 Penalty: 5184.212891
	Iteration 32Q: 3 clusters Score -3733778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3733832.250000 Penalty: 5184.212891
	Iteration 33Q: 3 clusters Score -3733832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3733883.250000 Penalty: 5184.212891
	Iteration 34Q: 3 clusters Score -3733883 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3733931.500000 Penalty: 5184.212891
	Iteration 35Q: 3 clusters Score -3733932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3733957.000000 Penalty: 5184.212891
	Iteration 36Q: 3 clusters Score -3733957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3733991.500000 Penalty: 5184.212891
	Iteration 37Q: 3 clusters Score -3733992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3734021.750000 Penalty: 5184.212891
	Iteration 38Q: 3 clusters Score -3734022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3734043.250000 Penalty: 5184.212891
	Iteration 39Q: 3 clusters Score -3734043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3734066.250000 Penalty: 5184.212891
	Iteration 40F: 3 clusters Score -3734066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3734087.750000 Penalty: 5184.212891
	Iteration 41Q: 3 clusters Score -3734088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3734104.250000 Penalty: 5184.212891
	Iteration 42Q: 3 clusters Score -3734104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3734128.500000 Penalty: 5184.212891
	Iteration 43Q: 3 clusters Score -3734128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3734150.250000 Penalty: 5184.212891
	Iteration 44Q: 3 clusters Score -3734150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3734160.000000 Penalty: 5184.212891
	Iteration 45Q: 3 clusters Score -3734160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3734176.500000 Penalty: 5184.212891
	Iteration 46Q: 3 clusters Score -3734176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3734183.250000 Penalty: 5184.212891
	Iteration 47Q: 3 clusters Score -3734183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3734190.750000 Penalty: 5184.212891
	Iteration 48Q: 3 clusters Score -3734191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3734206.000000 Penalty: 5184.212891
	Iteration 49Q: 3 clusters Score -3734206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3734221.250000 Penalty: 5184.212891
	Iteration 50Q: 3 clusters Score -3734221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3734226.750000 Penalty: 5184.212891
	Iteration 51Q: 3 clusters Score -3734227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3734232.500000 Penalty: 5184.212891
	Iteration 52Q: 3 clusters Score -3734232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3734233.500000 Penalty: 5184.212891
	Iteration 53Q: 3 clusters Score -3734234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3734239.000000 Penalty: 5184.212891
	Iteration 54Q: 3 clusters Score -3734239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3734243.500000 Penalty: 5184.212891
	Iteration 55Q: 3 clusters Score -3734244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3734249.750000 Penalty: 5184.212891
	Iteration 56Q: 3 clusters Score -3734250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3734252.500000 Penalty: 5184.212891
	Iteration 57Q: 3 clusters Score -3734252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3734259.750000 Penalty: 5184.212891
	Iteration 58Q: 3 clusters Score -3734260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3734269.750000 Penalty: 5184.212891
	Iteration 59Q: 3 clusters Score -3734270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3734278.250000 Penalty: 5184.212891
	Iteration 60F: 3 clusters Score -3734278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3734285.250000 Penalty: 5184.212891
	Iteration 61Q: 3 clusters Score -3734285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3734289.750000 Penalty: 5184.212891
	Iteration 62Q: 3 clusters Score -3734290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3734295.500000 Penalty: 5184.212891
	Iteration 63Q: 3 clusters Score -3734296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3734297.750000 Penalty: 5184.212891
	Iteration 64Q: 3 clusters Score -3734298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3734303.250000 Penalty: 5184.212891
	Iteration 65Q: 3 clusters Score -3734303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3734312.750000 Penalty: 5184.212891
	Iteration 66Q: 3 clusters Score -3734313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3734317.000000 Penalty: 5184.212891
	Iteration 67Q: 3 clusters Score -3734317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3734321.000000 Penalty: 5184.212891
	Iteration 68Q: 3 clusters Score -3734321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3734326.750000 Penalty: 5184.212891
	Iteration 69Q: 3 clusters Score -3734327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3734329.250000 Penalty: 5184.212891
	Iteration 70Q: 3 clusters Score -3734329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3734327.750000 Penalty: 5184.212891
	Iteration 71Q: 3 clusters Score -3734328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3734330.250000 Penalty: 5184.212891
	Iteration 72Q: 3 clusters Score -3734330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3734330.750000 Penalty: 5184.212891
	Iteration 73Q: 3 clusters Score -3734331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3734328.750000 Penalty: 5184.212891
	Iteration 74Q: 3 clusters Score -3734329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3734328.750000 Penalty: 5184.212891
	Iteration 75F: 3 clusters Score -3734329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -62349.824219 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -62349.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60736.597656 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -60736.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -61427.085938 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -61427.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62102.046875 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -62102.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -62831.003906 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -62831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -63615.046875 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -63615.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -64246.328125 Penalty: 3305.546875
	Iteration 5F: 3 clusters Score -64246.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64524.636719 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -64524.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64847.730469 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -64847.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64847.730469 Penalty: 3305.546875
	Iteration 8F: 3 clusters Score -64847.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 175616 members 
Mstep: Class 3 contains 294210 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 10862 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 29120 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 34615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 57239 members 
Mstep: Class 13 contains 23015 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 411582 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 45910 members 
Mstep: Class 21 contains 322387 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Entering Unmasked Estep 
Score: -158365920.000000 Penalty: 81209.359375
Splitting cluster 11 changes total score from -158365040.000000 to -158365920.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (57239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Entering Unmasked Estep 
Score: -5834410.500000 Penalty: 2716.837646
	Iteration 0F: 2 clusters Score -5834410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5795738.500000 Penalty: 5433.675293
	Iteration 0F: 3 clusters Score -5795738 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5810725.500000 Penalty: 5433.675293
	Iteration 1F: 3 clusters Score -5810726 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -5811340.500000 Penalty: 5433.675293
	Iteration 2Q: 3 clusters Score -5811340 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -5812227.500000 Penalty: 5433.675293
	Iteration 3Q: 3 clusters Score -5812228 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -5813544.500000 Penalty: 5433.675293
	Iteration 4F: 3 clusters Score -5813544 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -5815731.500000 Penalty: 5433.675293
	Iteration 5F: 3 clusters Score -5815732 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5819080.000000 Penalty: 5433.675293
	Iteration 6F: 3 clusters Score -5819080 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -5823461.000000 Penalty: 5433.675293
	Iteration 7F: 3 clusters Score -5823461 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -5827654.500000 Penalty: 5433.675293
	Iteration 8F: 3 clusters Score -5827654 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -5830336.000000 Penalty: 5433.675293
	Iteration 9Q: 3 clusters Score -5830336 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -5831405.000000 Penalty: 5433.675293
	Iteration 10Q: 3 clusters Score -5831405 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -5831819.500000 Penalty: 5433.675293
	Iteration 11Q: 3 clusters Score -5831820 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -5831948.000000 Penalty: 5433.675293
	Iteration 12Q: 3 clusters Score -5831948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -5832003.500000 Penalty: 5433.675293
	Iteration 13Q: 3 clusters Score -5832004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -5832033.000000 Penalty: 5433.675293
	Iteration 14Q: 3 clusters Score -5832033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -5832052.000000 Penalty: 5433.675293
	Iteration 15Q: 3 clusters Score -5832052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -5832075.500000 Penalty: 5433.675293
	Iteration 16Q: 3 clusters Score -5832076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -5832087.000000 Penalty: 5433.675293
	Iteration 17Q: 3 clusters Score -5832087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -5832084.000000 Penalty: 5433.675293
	Iteration 18Q: 3 clusters Score -5832084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -5832094.000000 Penalty: 5433.675293
	Iteration 19Q: 3 clusters Score -5832094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -5832093.000000 Penalty: 5433.675293
	Iteration 20F: 3 clusters Score -5832093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Entering Unmasked Estep 
Score: -2435089.750000 Penalty: 2490.887451
	Iteration 0F: 2 clusters Score -2435090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2418972.250000 Penalty: 4981.774902
	Iteration 0F: 3 clusters Score -2418972 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2424501.250000 Penalty: 4981.774902
	Iteration 1F: 3 clusters Score -2424501 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2424800.750000 Penalty: 4981.774902
	Iteration 2Q: 3 clusters Score -2424801 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2425035.500000 Penalty: 4981.774902
	Iteration 3Q: 3 clusters Score -2425036 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2425228.250000 Penalty: 4981.774902
	Iteration 4Q: 3 clusters Score -2425228 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2425417.250000 Penalty: 4981.774902
	Iteration 5Q: 3 clusters Score -2425417 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2425615.500000 Penalty: 4981.774902
	Iteration 6Q: 3 clusters Score -2425616 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2425906.500000 Penalty: 4981.774902
	Iteration 7Q: 3 clusters Score -2425906 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2426258.000000 Penalty: 4981.774902
	Iteration 8Q: 3 clusters Score -2426258 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2426700.500000 Penalty: 4981.774902
	Iteration 9Q: 3 clusters Score -2426700 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2427375.500000 Penalty: 4981.774902
	Iteration 10Q: 3 clusters Score -2427376 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2428323.500000 Penalty: 4981.774902
	Iteration 11F: 3 clusters Score -2428324 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2429499.250000 Penalty: 4981.774902
	Iteration 12F: 3 clusters Score -2429499 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2430675.750000 Penalty: 4981.774902
	Iteration 13F: 3 clusters Score -2430676 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2431581.500000 Penalty: 4981.774902
	Iteration 14Q: 3 clusters Score -2431582 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2432125.500000 Penalty: 4981.774902
	Iteration 15Q: 3 clusters Score -2432126 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2432423.500000 Penalty: 4981.774902
	Iteration 16Q: 3 clusters Score -2432424 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2432594.500000 Penalty: 4981.774902
	Iteration 17Q: 3 clusters Score -2432594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2432708.500000 Penalty: 4981.774902
	Iteration 18Q: 3 clusters Score -2432708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2432775.750000 Penalty: 4981.774902
	Iteration 19Q: 3 clusters Score -2432776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2432828.000000 Penalty: 4981.774902
	Iteration 20F: 3 clusters Score -2432828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2432862.750000 Penalty: 4981.774902
	Iteration 21Q: 3 clusters Score -2432863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2432892.000000 Penalty: 4981.774902
	Iteration 22Q: 3 clusters Score -2432892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2432906.500000 Penalty: 4981.774902
	Iteration 23Q: 3 clusters Score -2432906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2432915.000000 Penalty: 4981.774902
	Iteration 24Q: 3 clusters Score -2432915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2432919.750000 Penalty: 4981.774902
	Iteration 25Q: 3 clusters Score -2432920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2432922.250000 Penalty: 4981.774902
	Iteration 26Q: 3 clusters Score -2432922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2432923.000000 Penalty: 4981.774902
	Iteration 27Q: 3 clusters Score -2432923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2432923.000000 Penalty: 4981.774902
	Iteration 28F: 3 clusters Score -2432923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -240651.000000 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -240651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237785.843750 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -237785.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -238322.828125 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -238322.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238459.515625 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -238459.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -238556.125000 Penalty: 3848.133545
	Iteration 3Q: 3 clusters Score -238556.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -238634.750000 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -238634.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -238707.046875 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -238707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -238769.187500 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -238769.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -238826.359375 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -238826.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238878.781250 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -238878.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -238933.218750 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -238933.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -238980.515625 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -238980.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -239017.328125 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -239017.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -239050.718750 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -239050.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239076.953125 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -239077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239099.312500 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -239099.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239116.078125 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -239116.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239134.906250 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -239134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -239157.078125 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -239157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -239176.062500 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -239176.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -239209.609375 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -239209.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -239245.265625 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -239245.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -239287.734375 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -239287.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -239325.515625 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -239325.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -239358.140625 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -239358.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -239379.812500 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -239379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -239396.453125 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -239396.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -239408.609375 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -239408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -239419.859375 Penalty: 3848.133545
	Iteration 27Q: 3 clusters Score -239419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239427.671875 Penalty: 3848.133545
	Iteration 28Q: 3 clusters Score -239427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -239437.609375 Penalty: 3848.133545
	Iteration 29Q: 3 clusters Score -239437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -239447.375000 Penalty: 3848.133545
	Iteration 30Q: 3 clusters Score -239447.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -239455.265625 Penalty: 3848.133545
	Iteration 31Q: 3 clusters Score -239455.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -239463.703125 Penalty: 3848.133545
	Iteration 32Q: 3 clusters Score -239463.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -239473.984375 Penalty: 3848.133545
	Iteration 33Q: 3 clusters Score -239474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -239481.734375 Penalty: 3848.133545
	Iteration 34Q: 3 clusters Score -239481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -239490.437500 Penalty: 3848.133545
	Iteration 35Q: 3 clusters Score -239490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239508.156250 Penalty: 3848.133545
	Iteration 36Q: 3 clusters Score -239508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -239519.781250 Penalty: 3848.133545
	Iteration 37Q: 3 clusters Score -239519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -239527.875000 Penalty: 3848.133545
	Iteration 38Q: 3 clusters Score -239527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -239536.046875 Penalty: 3848.133545
	Iteration 39Q: 3 clusters Score -239536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -239543.093750 Penalty: 3848.133545
	Iteration 40F: 3 clusters Score -239543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -239550.031250 Penalty: 3848.133545
	Iteration 41Q: 3 clusters Score -239550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239553.750000 Penalty: 3848.133545
	Iteration 42Q: 3 clusters Score -239553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -239555.453125 Penalty: 3848.133545
	Iteration 43Q: 3 clusters Score -239555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -239557.312500 Penalty: 3848.133545
	Iteration 44Q: 3 clusters Score -239557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -239558.234375 Penalty: 3848.133545
	Iteration 45Q: 3 clusters Score -239558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -239560.781250 Penalty: 3848.133545
	Iteration 46Q: 3 clusters Score -239560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -239564.984375 Penalty: 3848.133545
	Iteration 47Q: 3 clusters Score -239565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -239568.281250 Penalty: 3848.133545
	Iteration 48Q: 3 clusters Score -239568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -239573.718750 Penalty: 3848.133545
	Iteration 49Q: 3 clusters Score -239573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -239575.828125 Penalty: 3848.133545
	Iteration 50Q: 3 clusters Score -239575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -239576.437500 Penalty: 3848.133545
	Iteration 51Q: 3 clusters Score -239576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -239576.687500 Penalty: 3848.133545
	Iteration 52Q: 3 clusters Score -239576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -239576.687500 Penalty: 3848.133545
	Iteration 53F: 3 clusters Score -239576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Entering Unmasked Estep 
Score: -1135937.625000 Penalty: 2294.153320
	Iteration 0F: 2 clusters Score -1135938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1128025.500000 Penalty: 4588.306641
	Iteration 0F: 3 clusters Score -1128026 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1130223.625000 Penalty: 4588.306641
	Iteration 1F: 3 clusters Score -1130224 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1130516.125000 Penalty: 4588.306641
	Iteration 2F: 3 clusters Score -1130516 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1130685.125000 Penalty: 4588.306641
	Iteration 3Q: 3 clusters Score -1130685 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1130797.875000 Penalty: 4588.306641
	Iteration 4Q: 3 clusters Score -1130798 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1130879.000000 Penalty: 4588.306641
	Iteration 5Q: 3 clusters Score -1130879 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1130955.500000 Penalty: 4588.306641
	Iteration 6Q: 3 clusters Score -1130956 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1131020.375000 Penalty: 4588.306641
	Iteration 7Q: 3 clusters Score -1131020 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1131062.625000 Penalty: 4588.306641
	Iteration 8Q: 3 clusters Score -1131063 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1131101.500000 Penalty: 4588.306641
	Iteration 9Q: 3 clusters Score -1131102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1131141.375000 Penalty: 4588.306641
	Iteration 10Q: 3 clusters Score -1131141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1131171.875000 Penalty: 4588.306641
	Iteration 11Q: 3 clusters Score -1131172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1131196.875000 Penalty: 4588.306641
	Iteration 12Q: 3 clusters Score -1131197 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1131227.250000 Penalty: 4588.306641
	Iteration 13Q: 3 clusters Score -1131227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1131256.500000 Penalty: 4588.306641
	Iteration 14Q: 3 clusters Score -1131256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1131282.375000 Penalty: 4588.306641
	Iteration 15Q: 3 clusters Score -1131282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1131308.000000 Penalty: 4588.306641
	Iteration 16Q: 3 clusters Score -1131308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1131333.875000 Penalty: 4588.306641
	Iteration 17Q: 3 clusters Score -1131334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1131371.000000 Penalty: 4588.306641
	Iteration 18Q: 3 clusters Score -1131371 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1131408.375000 Penalty: 4588.306641
	Iteration 19Q: 3 clusters Score -1131408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1131449.000000 Penalty: 4588.306641
	Iteration 20F: 3 clusters Score -1131449 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1131490.500000 Penalty: 4588.306641
	Iteration 21Q: 3 clusters Score -1131490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1131542.750000 Penalty: 4588.306641
	Iteration 22Q: 3 clusters Score -1131543 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1131602.875000 Penalty: 4588.306641
	Iteration 23Q: 3 clusters Score -1131603 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1131677.750000 Penalty: 4588.306641
	Iteration 24Q: 3 clusters Score -1131678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1131768.125000 Penalty: 4588.306641
	Iteration 25Q: 3 clusters Score -1131768 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1131899.750000 Penalty: 4588.306641
	Iteration 26Q: 3 clusters Score -1131900 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1132035.375000 Penalty: 4588.306641
	Iteration 27Q: 3 clusters Score -1132035 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1132187.000000 Penalty: 4588.306641
	Iteration 28Q: 3 clusters Score -1132187 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1132365.125000 Penalty: 4588.306641
	Iteration 29Q: 3 clusters Score -1132365 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1132557.000000 Penalty: 4588.306641
	Iteration 30Q: 3 clusters Score -1132557 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1132765.875000 Penalty: 4588.306641
	Iteration 31Q: 3 clusters Score -1132766 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1132966.500000 Penalty: 4588.306641
	Iteration 32Q: 3 clusters Score -1132966 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1133124.500000 Penalty: 4588.306641
	Iteration 33Q: 3 clusters Score -1133124 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1133260.125000 Penalty: 4588.306641
	Iteration 34Q: 3 clusters Score -1133260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1133383.000000 Penalty: 4588.306641
	Iteration 35Q: 3 clusters Score -1133383 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1133496.000000 Penalty: 4588.306641
	Iteration 36Q: 3 clusters Score -1133496 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1133579.000000 Penalty: 4588.306641
	Iteration 37Q: 3 clusters Score -1133579 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1133650.500000 Penalty: 4588.306641
	Iteration 38Q: 3 clusters Score -1133650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1133711.625000 Penalty: 4588.306641
	Iteration 39Q: 3 clusters Score -1133712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1133766.000000 Penalty: 4588.306641
	Iteration 40F: 3 clusters Score -1133766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1133812.750000 Penalty: 4588.306641
	Iteration 41Q: 3 clusters Score -1133813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1133853.375000 Penalty: 4588.306641
	Iteration 42Q: 3 clusters Score -1133853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1133889.000000 Penalty: 4588.306641
	Iteration 43Q: 3 clusters Score -1133889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1133914.750000 Penalty: 4588.306641
	Iteration 44Q: 3 clusters Score -1133915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1133931.500000 Penalty: 4588.306641
	Iteration 45Q: 3 clusters Score -1133932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1133945.375000 Penalty: 4588.306641
	Iteration 46Q: 3 clusters Score -1133945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1133953.625000 Penalty: 4588.306641
	Iteration 47Q: 3 clusters Score -1133954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1133968.000000 Penalty: 4588.306641
	Iteration 48Q: 3 clusters Score -1133968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1133975.750000 Penalty: 4588.306641
	Iteration 49Q: 3 clusters Score -1133976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1133979.375000 Penalty: 4588.306641
	Iteration 50Q: 3 clusters Score -1133979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1133987.000000 Penalty: 4588.306641
	Iteration 51Q: 3 clusters Score -1133987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1133998.000000 Penalty: 4588.306641
	Iteration 52Q: 3 clusters Score -1133998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1134009.625000 Penalty: 4588.306641
	Iteration 53Q: 3 clusters Score -1134010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1134022.375000 Penalty: 4588.306641
	Iteration 54Q: 3 clusters Score -1134022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1134036.500000 Penalty: 4588.306641
	Iteration 55Q: 3 clusters Score -1134036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1134047.625000 Penalty: 4588.306641
	Iteration 56Q: 3 clusters Score -1134048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1134054.250000 Penalty: 4588.306641
	Iteration 57Q: 3 clusters Score -1134054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1134058.375000 Penalty: 4588.306641
	Iteration 58Q: 3 clusters Score -1134058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1134060.375000 Penalty: 4588.306641
	Iteration 59Q: 3 clusters Score -1134060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1134064.000000 Penalty: 4588.306641
	Iteration 60F: 3 clusters Score -1134064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1134063.125000 Penalty: 4588.306641
	Iteration 61Q: 3 clusters Score -1134063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1134063.125000 Penalty: 4588.306641
	Iteration 62Q: 3 clusters Score -1134063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1134061.625000 Penalty: 4588.306641
	Iteration 63Q: 3 clusters Score -1134062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1134065.750000 Penalty: 4588.306641
	Iteration 64Q: 3 clusters Score -1134066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1134066.000000 Penalty: 4588.306641
	Iteration 65Q: 3 clusters Score -1134066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1134068.000000 Penalty: 4588.306641
	Iteration 66Q: 3 clusters Score -1134068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1134066.125000 Penalty: 4588.306641
	Iteration 67Q: 3 clusters Score -1134066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1134067.625000 Penalty: 4588.306641
	Iteration 68Q: 3 clusters Score -1134068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1134071.250000 Penalty: 4588.306641
	Iteration 69Q: 3 clusters Score -1134071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1134071.000000 Penalty: 4588.306641
	Iteration 70Q: 3 clusters Score -1134071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1134071.875000 Penalty: 4588.306641
	Iteration 71Q: 3 clusters Score -1134072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1134071.875000 Penalty: 4588.306641
	Iteration 72F: 3 clusters Score -1134072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -149110.562500 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -149110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -146759.046875 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -146759 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147616.390625 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -147616.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -148436.406250 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -148436.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -149011.515625 Penalty: 3693.216797
	Iteration 3F: 3 clusters Score -149011.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -149443.968750 Penalty: 3693.216797
	Iteration 4F: 3 clusters Score -149444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -149927.531250 Penalty: 3693.216797
	Iteration 5F: 3 clusters Score -149927.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -150399.156250 Penalty: 3693.216797
	Iteration 6F: 3 clusters Score -150399.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150584.968750 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -150585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150631.593750 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -150631.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -150668.953125 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -150669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -150700.500000 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -150700.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -150722.593750 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -150722.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -150750.531250 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -150750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -150768.406250 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -150768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -150779.703125 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -150779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -150783.734375 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -150783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -150786.390625 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -150786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -150787.531250 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -150787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -150788.703125 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -150788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -150788.703125 Penalty: 3693.216797
	Iteration 19F: 3 clusters Score -150788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 175616 members 
Mstep: Class 3 contains 294210 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 10862 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 29120 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 34615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 57239 members 
Mstep: Class 13 contains 23015 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 411582 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 45910 members 
Mstep: Class 21 contains 322387 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 911 members 
Entering Unmasked Estep 
Score: -158365856.000000 Penalty: 84740.203125
Splitting cluster 16 changes total score from -158365040.000000 to -158365856.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (411582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411582 members 
Entering Unmasked Estep 
Score: -43486692.000000 Penalty: 3206.085449
	Iteration 0F: 2 clusters Score -4.348669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206358 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -43240564.000000 Penalty: 6412.170898
	Iteration 0F: 3 clusters Score -4.324056e+07 nChanged 200502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221852 members 
Mstep: Class 2 contains 189730 members 
Entering Unmasked Estep 
Score: -43360424.000000 Penalty: 6412.170898
	Iteration 1F: 3 clusters Score -4.336042e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230813 members 
Mstep: Class 2 contains 180769 members 
Entering Unmasked Estep 
Score: -43363700.000000 Penalty: 6412.170898
	Iteration 2Q: 3 clusters Score -4.33637e+07 nChanged 16191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244878 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -43369552.000000 Penalty: 6412.170898
	Iteration 3Q: 3 clusters Score -4.336955e+07 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265521 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -43379952.000000 Penalty: 6412.170898
	Iteration 4F: 3 clusters Score -4.337995e+07 nChanged 28739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293684 members 
Mstep: Class 2 contains 117898 members 
Entering Unmasked Estep 
Score: -43399268.000000 Penalty: 6412.170898
	Iteration 5F: 3 clusters Score -4.339927e+07 nChanged 33885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327417 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -43425748.000000 Penalty: 6412.170898
	Iteration 6F: 3 clusters Score -4.342575e+07 nChanged 32977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360376 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -43448216.000000 Penalty: 6412.170898
	Iteration 7F: 3 clusters Score -4.344822e+07 nChanged 24112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384486 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -43463804.000000 Penalty: 6412.170898
	Iteration 8F: 3 clusters Score -4.34638e+07 nChanged 14373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398857 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -43473304.000000 Penalty: 6412.170898
	Iteration 9Q: 3 clusters Score -4.34733e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406102 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -43478460.000000 Penalty: 6412.170898
	Iteration 10Q: 3 clusters Score -4.347846e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409319 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -43481368.000000 Penalty: 6412.170898
	Iteration 11Q: 3 clusters Score -4.348137e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410544 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -43482688.000000 Penalty: 6412.170898
	Iteration 12Q: 3 clusters Score -4.348269e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410986 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -43483252.000000 Penalty: 6412.170898
	Iteration 13Q: 3 clusters Score -4.348325e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411116 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43483476.000000 Penalty: 6412.170898
	Iteration 14Q: 3 clusters Score -4.348348e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411168 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43483548.000000 Penalty: 6412.170898
	Iteration 15Q: 3 clusters Score -4.348355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411186 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43483600.000000 Penalty: 6412.170898
	Iteration 16Q: 3 clusters Score -4.34836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43483664.000000 Penalty: 6412.170898
	Iteration 17Q: 3 clusters Score -4.348366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411212 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43483672.000000 Penalty: 6412.170898
	Iteration 18Q: 3 clusters Score -4.348367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411220 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -43483684.000000 Penalty: 6412.170898
	Iteration 19Q: 3 clusters Score -4.348368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411223 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43483712.000000 Penalty: 6412.170898
	Iteration 20F: 3 clusters Score -4.348371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411222 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43483732.000000 Penalty: 6412.170898
	Iteration 21Q: 3 clusters Score -4.348373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43483744.000000 Penalty: 6412.170898
	Iteration 22Q: 3 clusters Score -4.348374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411229 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43483760.000000 Penalty: 6412.170898
	Iteration 23Q: 3 clusters Score -4.348376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43483772.000000 Penalty: 6412.170898
	Iteration 24Q: 3 clusters Score -4.348377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411233 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43483768.000000 Penalty: 6412.170898
	Iteration 25Q: 3 clusters Score -4.348377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43483776.000000 Penalty: 6412.170898
	Iteration 26Q: 3 clusters Score -4.348378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43483768.000000 Penalty: 6412.170898
	Iteration 27Q: 3 clusters Score -4.348377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43483772.000000 Penalty: 6412.170898
	Iteration 28Q: 3 clusters Score -4.348377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43483772.000000 Penalty: 6412.170898
	Iteration 29F: 3 clusters Score -4.348377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -218894.093750 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -218894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -216119.515625 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -216119.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -216607.656250 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -216607.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -216730.078125 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -216730.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -216794.390625 Penalty: 3822.479980
	Iteration 3Q: 3 clusters Score -216794.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -216832.703125 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -216832.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -216855.171875 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -216855.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -216876.296875 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -216876.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -216901.328125 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -216901.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -216921.593750 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -216921.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -216938.500000 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -216938.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -216949.437500 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -216949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -216959.640625 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -216959.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -216967.484375 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -216967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -216973.500000 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -216973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -216977.250000 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -216977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -216978.937500 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -216978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -216981.015625 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -216981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -216984.046875 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -216984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216986.781250 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -216986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -216988.609375 Penalty: 3822.479980
	Iteration 19Q: 3 clusters Score -216988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -216997.375000 Penalty: 3822.479980
	Iteration 20F: 3 clusters Score -216997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217003.890625 Penalty: 3822.479980
	Iteration 21Q: 3 clusters Score -217003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217007.281250 Penalty: 3822.479980
	Iteration 22Q: 3 clusters Score -217007.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217009.953125 Penalty: 3822.479980
	Iteration 23Q: 3 clusters Score -217010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -217015.343750 Penalty: 3822.479980
	Iteration 24Q: 3 clusters Score -217015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217016.640625 Penalty: 3822.479980
	Iteration 25Q: 3 clusters Score -217016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217018.125000 Penalty: 3822.479980
	Iteration 26Q: 3 clusters Score -217018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217018.750000 Penalty: 3822.479980
	Iteration 27Q: 3 clusters Score -217018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217019.093750 Penalty: 3822.479980
	Iteration 28Q: 3 clusters Score -217019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -217019.890625 Penalty: 3822.479980
	Iteration 29Q: 3 clusters Score -217019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217020.515625 Penalty: 3822.479980
	Iteration 30Q: 3 clusters Score -217020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217021.718750 Penalty: 3822.479980
	Iteration 31Q: 3 clusters Score -217021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217021.718750 Penalty: 3822.479980
	Iteration 32F: 3 clusters Score -217021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Entering Unmasked Estep 
Score: -4941280.500000 Penalty: 2662.140625
	Iteration 0F: 2 clusters Score -4941280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4910235.000000 Penalty: 5324.281250
	Iteration 0F: 3 clusters Score -4910235 nChanged 21253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4922125.500000 Penalty: 5324.281250
	Iteration 1F: 3 clusters Score -4922126 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4922704.500000 Penalty: 5324.281250
	Iteration 2Q: 3 clusters Score -4922704 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4923376.500000 Penalty: 5324.281250
	Iteration 3Q: 3 clusters Score -4923376 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4924267.000000 Penalty: 5324.281250
	Iteration 4Q: 3 clusters Score -4924267 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4925563.000000 Penalty: 5324.281250
	Iteration 5F: 3 clusters Score -4925563 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4927303.000000 Penalty: 5324.281250
	Iteration 6F: 3 clusters Score -4927303 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4929834.000000 Penalty: 5324.281250
	Iteration 7F: 3 clusters Score -4929834 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4932692.500000 Penalty: 5324.281250
	Iteration 8F: 3 clusters Score -4932692 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4935172.500000 Penalty: 5324.281250
	Iteration 9F: 3 clusters Score -4935172 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4936706.000000 Penalty: 5324.281250
	Iteration 10Q: 3 clusters Score -4936706 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4937458.500000 Penalty: 5324.281250
	Iteration 11Q: 3 clusters Score -4937458 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4937882.000000 Penalty: 5324.281250
	Iteration 12Q: 3 clusters Score -4937882 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4938228.000000 Penalty: 5324.281250
	Iteration 13Q: 3 clusters Score -4938228 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4938448.500000 Penalty: 5324.281250
	Iteration 14Q: 3 clusters Score -4938448 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4938631.500000 Penalty: 5324.281250
	Iteration 15Q: 3 clusters Score -4938632 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4938759.500000 Penalty: 5324.281250
	Iteration 16Q: 3 clusters Score -4938760 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4938867.000000 Penalty: 5324.281250
	Iteration 17Q: 3 clusters Score -4938867 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4938968.000000 Penalty: 5324.281250
	Iteration 18Q: 3 clusters Score -4938968 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4939058.500000 Penalty: 5324.281250
	Iteration 19Q: 3 clusters Score -4939058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4939107.500000 Penalty: 5324.281250
	Iteration 20F: 3 clusters Score -4939108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4939171.500000 Penalty: 5324.281250
	Iteration 21Q: 3 clusters Score -4939172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4939236.000000 Penalty: 5324.281250
	Iteration 22Q: 3 clusters Score -4939236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4939273.000000 Penalty: 5324.281250
	Iteration 23Q: 3 clusters Score -4939273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4939297.000000 Penalty: 5324.281250
	Iteration 24Q: 3 clusters Score -4939297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4939319.000000 Penalty: 5324.281250
	Iteration 25Q: 3 clusters Score -4939319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4939363.000000 Penalty: 5324.281250
	Iteration 26Q: 3 clusters Score -4939363 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4939366.000000 Penalty: 5324.281250
	Iteration 27Q: 3 clusters Score -4939366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4939382.000000 Penalty: 5324.281250
	Iteration 28Q: 3 clusters Score -4939382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4939375.000000 Penalty: 5324.281250
	Iteration 29Q: 3 clusters Score -4939375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4939391.000000 Penalty: 5324.281250
	Iteration 30Q: 3 clusters Score -4939391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4939405.500000 Penalty: 5324.281250
	Iteration 31Q: 3 clusters Score -4939406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4939424.500000 Penalty: 5324.281250
	Iteration 32Q: 3 clusters Score -4939424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4939450.000000 Penalty: 5324.281250
	Iteration 33Q: 3 clusters Score -4939450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4939478.000000 Penalty: 5324.281250
	Iteration 34Q: 3 clusters Score -4939478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4939497.500000 Penalty: 5324.281250
	Iteration 35Q: 3 clusters Score -4939498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4939517.000000 Penalty: 5324.281250
	Iteration 36Q: 3 clusters Score -4939517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4939527.000000 Penalty: 5324.281250
	Iteration 37Q: 3 clusters Score -4939527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4939537.000000 Penalty: 5324.281250
	Iteration 38Q: 3 clusters Score -4939537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4939545.000000 Penalty: 5324.281250
	Iteration 39Q: 3 clusters Score -4939545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4939545.000000 Penalty: 5324.281250
	Iteration 40F: 3 clusters Score -4939545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4939553.000000 Penalty: 5324.281250
	Iteration 41Q: 3 clusters Score -4939553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4939570.000000 Penalty: 5324.281250
	Iteration 42Q: 3 clusters Score -4939570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4939589.000000 Penalty: 5324.281250
	Iteration 43Q: 3 clusters Score -4939589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4939587.500000 Penalty: 5324.281250
	Iteration 44Q: 3 clusters Score -4939588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4939607.000000 Penalty: 5324.281250
	Iteration 45Q: 3 clusters Score -4939607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4939620.000000 Penalty: 5324.281250
	Iteration 46Q: 3 clusters Score -4939620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4939641.000000 Penalty: 5324.281250
	Iteration 47Q: 3 clusters Score -4939641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4939637.000000 Penalty: 5324.281250
	Iteration 48Q: 3 clusters Score -4939637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4939639.000000 Penalty: 5324.281250
	Iteration 49Q: 3 clusters Score -4939639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4939651.000000 Penalty: 5324.281250
	Iteration 50Q: 3 clusters Score -4939651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4939647.500000 Penalty: 5324.281250
	Iteration 51Q: 3 clusters Score -4939648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4939652.500000 Penalty: 5324.281250
	Iteration 52Q: 3 clusters Score -4939652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4939645.000000 Penalty: 5324.281250
	Iteration 53Q: 3 clusters Score -4939645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4939646.500000 Penalty: 5324.281250
	Iteration 54Q: 3 clusters Score -4939646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4939651.500000 Penalty: 5324.281250
	Iteration 55Q: 3 clusters Score -4939652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4939655.500000 Penalty: 5324.281250
	Iteration 56Q: 3 clusters Score -4939656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4939659.000000 Penalty: 5324.281250
	Iteration 57Q: 3 clusters Score -4939659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4939658.500000 Penalty: 5324.281250
	Iteration 58Q: 3 clusters Score -4939658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4939657.000000 Penalty: 5324.281250
	Iteration 59Q: 3 clusters Score -4939657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4939657.000000 Penalty: 5324.281250
	Iteration 60F: 3 clusters Score -4939657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (322387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322387 members 
Entering Unmasked Estep 
Score: -34252768.000000 Penalty: 3145.510010
	Iteration 0F: 2 clusters Score -3.425277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 160859 members 
Entering Unmasked Estep 
Score: -34045172.000000 Penalty: 6291.020020
	Iteration 0F: 3 clusters Score -3.404517e+07 nChanged 156604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -34137728.000000 Penalty: 6291.020020
	Iteration 1F: 3 clusters Score -3.413773e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -34139084.000000 Penalty: 6291.020020
	Iteration 2Q: 3 clusters Score -3.413908e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -34140932.000000 Penalty: 6291.020020
	Iteration 3Q: 3 clusters Score -3.414093e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184553 members 
Mstep: Class 2 contains 137834 members 
Entering Unmasked Estep 
Score: -34144032.000000 Penalty: 6291.020020
	Iteration 4Q: 3 clusters Score -3.414403e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -34149956.000000 Penalty: 6291.020020
	Iteration 5Q: 3 clusters Score -3.414996e+07 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213140 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -34159536.000000 Penalty: 6291.020020
	Iteration 6F: 3 clusters Score -3.415954e+07 nChanged 21420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233334 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -34174408.000000 Penalty: 6291.020020
	Iteration 7F: 3 clusters Score -3.417441e+07 nChanged 22013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254033 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -34191524.000000 Penalty: 6291.020020
	Iteration 8F: 3 clusters Score -3.419152e+07 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271315 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -34207048.000000 Penalty: 6291.020020
	Iteration 9F: 3 clusters Score -3.420705e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283210 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -34217824.000000 Penalty: 6291.020020
	Iteration 10Q: 3 clusters Score -3.421782e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290928 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -34225080.000000 Penalty: 6291.020020
	Iteration 11Q: 3 clusters Score -3.422508e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295984 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -34229456.000000 Penalty: 6291.020020
	Iteration 12Q: 3 clusters Score -3.422946e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299645 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -34232408.000000 Penalty: 6291.020020
	Iteration 13Q: 3 clusters Score -3.423241e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302578 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -34234928.000000 Penalty: 6291.020020
	Iteration 14Q: 3 clusters Score -3.423493e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305175 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -34236704.000000 Penalty: 6291.020020
	Iteration 15Q: 3 clusters Score -3.42367e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307441 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -34238244.000000 Penalty: 6291.020020
	Iteration 16Q: 3 clusters Score -3.423824e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309470 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -34239688.000000 Penalty: 6291.020020
	Iteration 17Q: 3 clusters Score -3.423969e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311300 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -34241044.000000 Penalty: 6291.020020
	Iteration 18Q: 3 clusters Score -3.424104e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312879 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -34242284.000000 Penalty: 6291.020020
	Iteration 19Q: 3 clusters Score -3.424228e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314215 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -34243224.000000 Penalty: 6291.020020
	Iteration 20F: 3 clusters Score -3.424322e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315364 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -34244164.000000 Penalty: 6291.020020
	Iteration 21Q: 3 clusters Score -3.424416e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316403 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -34245112.000000 Penalty: 6291.020020
	Iteration 22Q: 3 clusters Score -3.424511e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317282 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -34245940.000000 Penalty: 6291.020020
	Iteration 23Q: 3 clusters Score -3.424594e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317993 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -34246708.000000 Penalty: 6291.020020
	Iteration 24Q: 3 clusters Score -3.424671e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318624 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -34247364.000000 Penalty: 6291.020020
	Iteration 25Q: 3 clusters Score -3.424736e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319089 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -34247820.000000 Penalty: 6291.020020
	Iteration 26Q: 3 clusters Score -3.424782e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319443 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -34248144.000000 Penalty: 6291.020020
	Iteration 27Q: 3 clusters Score -3.424814e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319723 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -34248484.000000 Penalty: 6291.020020
	Iteration 28Q: 3 clusters Score -3.424848e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319968 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -34248736.000000 Penalty: 6291.020020
	Iteration 29Q: 3 clusters Score -3.424874e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320198 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -34248956.000000 Penalty: 6291.020020
	Iteration 30Q: 3 clusters Score -3.424896e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320370 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -34249096.000000 Penalty: 6291.020020
	Iteration 31Q: 3 clusters Score -3.42491e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320488 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -34249156.000000 Penalty: 6291.020020
	Iteration 32Q: 3 clusters Score -3.424916e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320593 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -34249280.000000 Penalty: 6291.020020
	Iteration 33Q: 3 clusters Score -3.424928e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320672 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -34249336.000000 Penalty: 6291.020020
	Iteration 34Q: 3 clusters Score -3.424934e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320730 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -34249372.000000 Penalty: 6291.020020
	Iteration 35Q: 3 clusters Score -3.424937e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320784 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -34249424.000000 Penalty: 6291.020020
	Iteration 36Q: 3 clusters Score -3.424942e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320833 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -34249464.000000 Penalty: 6291.020020
	Iteration 37Q: 3 clusters Score -3.424946e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320878 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -34249484.000000 Penalty: 6291.020020
	Iteration 38Q: 3 clusters Score -3.424948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320907 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -34249516.000000 Penalty: 6291.020020
	Iteration 39Q: 3 clusters Score -3.424952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320936 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -34249532.000000 Penalty: 6291.020020
	Iteration 40F: 3 clusters Score -3.424953e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320965 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -34249528.000000 Penalty: 6291.020020
	Iteration 41Q: 3 clusters Score -3.424953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320979 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -34249548.000000 Penalty: 6291.020020
	Iteration 42Q: 3 clusters Score -3.424955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321000 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -34249560.000000 Penalty: 6291.020020
	Iteration 43Q: 3 clusters Score -3.424956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321022 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -34249572.000000 Penalty: 6291.020020
	Iteration 44Q: 3 clusters Score -3.424957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321047 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -34249612.000000 Penalty: 6291.020020
	Iteration 45Q: 3 clusters Score -3.424961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321064 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -34249628.000000 Penalty: 6291.020020
	Iteration 46Q: 3 clusters Score -3.424963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321076 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -34249632.000000 Penalty: 6291.020020
	Iteration 47Q: 3 clusters Score -3.424963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321090 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -34249660.000000 Penalty: 6291.020020
	Iteration 48Q: 3 clusters Score -3.424966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321106 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -34249644.000000 Penalty: 6291.020020
	Iteration 49Q: 3 clusters Score -3.424964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321119 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -34249648.000000 Penalty: 6291.020020
	Iteration 50Q: 3 clusters Score -3.424965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321126 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -34249648.000000 Penalty: 6291.020020
	Iteration 51Q: 3 clusters Score -3.424965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321137 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -34249660.000000 Penalty: 6291.020020
	Iteration 52Q: 3 clusters Score -3.424966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321146 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -34249696.000000 Penalty: 6291.020020
	Iteration 53Q: 3 clusters Score -3.42497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321155 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -34249700.000000 Penalty: 6291.020020
	Iteration 54Q: 3 clusters Score -3.42497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321168 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -34249704.000000 Penalty: 6291.020020
	Iteration 55Q: 3 clusters Score -3.42497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321181 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -34249704.000000 Penalty: 6291.020020
	Iteration 56Q: 3 clusters Score -3.42497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321187 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -34249724.000000 Penalty: 6291.020020
	Iteration 57Q: 3 clusters Score -3.424972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321200 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -34249720.000000 Penalty: 6291.020020
	Iteration 58Q: 3 clusters Score -3.424972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321209 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -34249732.000000 Penalty: 6291.020020
	Iteration 59Q: 3 clusters Score -3.424973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321216 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -34249728.000000 Penalty: 6291.020020
	Iteration 60F: 3 clusters Score -3.424973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321222 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -34249752.000000 Penalty: 6291.020020
	Iteration 61Q: 3 clusters Score -3.424975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321227 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -34249752.000000 Penalty: 6291.020020
	Iteration 62Q: 3 clusters Score -3.424975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321231 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -34249728.000000 Penalty: 6291.020020
	Iteration 63Q: 3 clusters Score -3.424973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321238 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -34249744.000000 Penalty: 6291.020020
	Iteration 64Q: 3 clusters Score -3.424974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321241 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -34249756.000000 Penalty: 6291.020020
	Iteration 65Q: 3 clusters Score -3.424976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321248 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -34249772.000000 Penalty: 6291.020020
	Iteration 66Q: 3 clusters Score -3.424977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321259 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -34249764.000000 Penalty: 6291.020020
	Iteration 67Q: 3 clusters Score -3.424976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321262 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -34249788.000000 Penalty: 6291.020020
	Iteration 68Q: 3 clusters Score -3.424979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321271 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -34249780.000000 Penalty: 6291.020020
	Iteration 69Q: 3 clusters Score -3.424978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321277 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -34249804.000000 Penalty: 6291.020020
	Iteration 70Q: 3 clusters Score -3.42498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321282 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -34249796.000000 Penalty: 6291.020020
	Iteration 71Q: 3 clusters Score -3.42498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321286 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -34249804.000000 Penalty: 6291.020020
	Iteration 72Q: 3 clusters Score -3.42498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321287 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -34249792.000000 Penalty: 6291.020020
	Iteration 73Q: 3 clusters Score -3.424979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321290 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -34249780.000000 Penalty: 6291.020020
	Iteration 74Q: 3 clusters Score -3.424978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321294 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -34249820.000000 Penalty: 6291.020020
	Iteration 75Q: 3 clusters Score -3.424982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321296 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -34249800.000000 Penalty: 6291.020020
	Iteration 76Q: 3 clusters Score -3.42498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321296 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -34249800.000000 Penalty: 6291.020020
	Iteration 77F: 3 clusters Score -3.42498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45198.300781 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45198.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43714.265625 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43714.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43883.648438 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43883.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43953.945312 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -43953.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44009.847656 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44009.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44031.167969 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44031.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44044.808594 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44044.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44049.203125 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44053.671875 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44053.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44057.082031 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44057.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44063.042969 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44063.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44069.140625 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44069.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44079.339844 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44079.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44087.332031 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44087.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44098.421875 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -44098.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44119.261719 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -44119.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44125.507812 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -44125.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44128.441406 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -44128.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44132.882812 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -44132.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44132.882812 Penalty: 3066.314209
	Iteration 18F: 3 clusters Score -44132.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -107486.445312 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -107486.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105507.234375 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -105507.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105957.109375 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -105957.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106066.820312 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -106066.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106109.117188 Penalty: 3480.238281
	Iteration 3Q: 3 clusters Score -106109.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106143.445312 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -106143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106163.140625 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -106163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -106185.609375 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -106185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106196.312500 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -106196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106205.265625 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -106205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106216.648438 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -106216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106225.437500 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -106225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106228.117188 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -106228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106228.726562 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -106228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106229.656250 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -106229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106231.218750 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -106231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106234.890625 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -106234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106236.148438 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -106236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106236.148438 Penalty: 3480.238281
	Iteration 17F: 3 clusters Score -106236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 175616 members 
Mstep: Class 3 contains 294210 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 10862 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 29120 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 34615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 57239 members 
Mstep: Class 13 contains 23015 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 411582 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 20 contains 45910 members 
Mstep: Class 21 contains 322387 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366096.000000 Penalty: 84740.203125
Iteration 79Q: 25 clusters Score -1.583661e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 176206 members 
Mstep: Class 3 contains 293386 members 
Mstep: Class 4 contains 9682 members 
Mstep: Class 5 contains 10695 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 28810 members 
Mstep: Class 8 contains 29136 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 34636 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 57413 members 
Mstep: Class 13 contains 22916 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 800 members 
Mstep: Class 17 contains 411673 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 45918 members 
Mstep: Class 21 contains 322389 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366784.000000 Penalty: 84740.203125
Iteration 80F: 25 clusters Score -1.583668e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 176708 members 
Mstep: Class 3 contains 292559 members 
Mstep: Class 4 contains 9692 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 28804 members 
Mstep: Class 8 contains 29162 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 34651 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 57589 members 
Mstep: Class 13 contains 22845 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10475 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 411766 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 45935 members 
Mstep: Class 21 contains 322419 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367376.000000 Penalty: 84740.203125
Iteration 81Q: 25 clusters Score -1.583674e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 177147 members 
Mstep: Class 3 contains 291806 members 
Mstep: Class 4 contains 9703 members 
Mstep: Class 5 contains 10412 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28797 members 
Mstep: Class 8 contains 29176 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 34658 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 57726 members 
Mstep: Class 13 contains 22770 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10501 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 411909 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 45946 members 
Mstep: Class 21 contains 322442 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158367792.000000 Penalty: 84740.203125
Iteration 82Q: 25 clusters Score -1.583678e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 177574 members 
Mstep: Class 3 contains 291073 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 10295 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28801 members 
Mstep: Class 8 contains 29206 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 34662 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 57870 members 
Mstep: Class 13 contains 22698 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412012 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 45969 members 
Mstep: Class 21 contains 322450 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368096.000000 Penalty: 84740.203125
Iteration 83Q: 25 clusters Score -1.583681e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 177952 members 
Mstep: Class 3 contains 290375 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 10167 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28802 members 
Mstep: Class 8 contains 29228 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 34688 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58021 members 
Mstep: Class 13 contains 22613 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10571 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412135 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 45987 members 
Mstep: Class 21 contains 322487 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 84740.203125
Iteration 84Q: 25 clusters Score -1.583686e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 178322 members 
Mstep: Class 3 contains 289696 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28801 members 
Mstep: Class 8 contains 29248 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58171 members 
Mstep: Class 13 contains 22523 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10611 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412277 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46007 members 
Mstep: Class 21 contains 322504 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369040.000000 Penalty: 84740.203125
Iteration 85Q: 25 clusters Score -1.58369e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 178700 members 
Mstep: Class 3 contains 288977 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 29273 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 34746 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58314 members 
Mstep: Class 13 contains 22427 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 10642 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412431 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46021 members 
Mstep: Class 21 contains 322541 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369040.000000 Penalty: 84740.203125
Iteration 86Q: 25 clusters Score -1.58369e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 179119 members 
Mstep: Class 3 contains 288238 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 29286 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 34775 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58458 members 
Mstep: Class 13 contains 22318 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 10680 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412562 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46030 members 
Mstep: Class 21 contains 322584 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369088.000000 Penalty: 84740.203125
Iteration 87Q: 25 clusters Score -1.583691e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 179522 members 
Mstep: Class 3 contains 287491 members 
Mstep: Class 4 contains 9769 members 
Mstep: Class 5 contains 9721 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28813 members 
Mstep: Class 8 contains 29312 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 34811 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58621 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412706 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 322629 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369296.000000 Penalty: 84740.203125
Iteration 88Q: 25 clusters Score -1.583693e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 179849 members 
Mstep: Class 3 contains 286791 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28813 members 
Mstep: Class 8 contains 29330 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 34843 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58775 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10754 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 412891 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46054 members 
Mstep: Class 21 contains 322658 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369104.000000 Penalty: 84740.203125
Iteration 89Q: 25 clusters Score -1.583691e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 180162 members 
Mstep: Class 3 contains 286146 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29343 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 34861 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 58905 members 
Mstep: Class 13 contains 22018 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 413068 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46052 members 
Mstep: Class 21 contains 322709 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369040.000000 Penalty: 84740.203125
Iteration 90Q: 25 clusters Score -1.58369e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 180471 members 
Mstep: Class 3 contains 285545 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 29347 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 34873 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59014 members 
Mstep: Class 13 contains 21941 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 10823 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 413254 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46047 members 
Mstep: Class 21 contains 322720 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369136.000000 Penalty: 84740.203125
Iteration 91Q: 25 clusters Score -1.583691e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 180785 members 
Mstep: Class 3 contains 284978 members 
Mstep: Class 4 contains 9761 members 
Mstep: Class 5 contains 9394 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28816 members 
Mstep: Class 8 contains 29341 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 34888 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59127 members 
Mstep: Class 13 contains 21861 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413421 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46041 members 
Mstep: Class 21 contains 322723 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368832.000000 Penalty: 84740.203125
Iteration 92Q: 25 clusters Score -1.583688e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 181093 members 
Mstep: Class 3 contains 284389 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 9320 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29340 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 34918 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59234 members 
Mstep: Class 13 contains 21804 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413573 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46041 members 
Mstep: Class 21 contains 322742 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368976.000000 Penalty: 84740.203125
Iteration 93Q: 25 clusters Score -1.58369e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 181414 members 
Mstep: Class 3 contains 283818 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 9244 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 29336 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 34935 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59333 members 
Mstep: Class 13 contains 21743 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 10928 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413722 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 322771 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368800.000000 Penalty: 84740.203125
Iteration 94Q: 25 clusters Score -1.583688e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 181702 members 
Mstep: Class 3 contains 283283 members 
Mstep: Class 4 contains 9755 members 
Mstep: Class 5 contains 9179 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28812 members 
Mstep: Class 8 contains 29333 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 34959 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59421 members 
Mstep: Class 13 contains 21670 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 10955 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413866 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 322816 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368560.000000 Penalty: 84740.203125
Iteration 95Q: 25 clusters Score -1.583686e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 181995 members 
Mstep: Class 3 contains 282750 members 
Mstep: Class 4 contains 9754 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29350 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 34979 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59500 members 
Mstep: Class 13 contains 21611 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 10987 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413964 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46054 members 
Mstep: Class 21 contains 322834 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368912.000000 Penalty: 84740.203125
Iteration 96Q: 25 clusters Score -1.583689e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 182227 members 
Mstep: Class 3 contains 282270 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 9071 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28819 members 
Mstep: Class 8 contains 29364 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 34998 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59575 members 
Mstep: Class 13 contains 21559 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414075 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46070 members 
Mstep: Class 21 contains 322867 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368672.000000 Penalty: 84740.203125
Iteration 97Q: 25 clusters Score -1.583687e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 182465 members 
Mstep: Class 3 contains 281792 members 
Mstep: Class 4 contains 9751 members 
Mstep: Class 5 contains 9023 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28819 members 
Mstep: Class 8 contains 29366 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35022 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59626 members 
Mstep: Class 13 contains 21506 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 11052 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414177 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46090 members 
Mstep: Class 21 contains 322922 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368528.000000 Penalty: 84740.203125
Iteration 98Q: 25 clusters Score -1.583685e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 182715 members 
Mstep: Class 3 contains 281279 members 
Mstep: Class 4 contains 9748 members 
Mstep: Class 5 contains 8981 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29381 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35044 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59642 members 
Mstep: Class 13 contains 21467 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 11080 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414269 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46107 members 
Mstep: Class 21 contains 322999 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368896.000000 Penalty: 84740.203125
Iteration 99Q: 25 clusters Score -1.583689e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 182948 members 
Mstep: Class 3 contains 280769 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 8956 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29405 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35056 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 59654 members 
Mstep: Class 13 contains 21434 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414345 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46119 members 
Mstep: Class 21 contains 323102 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369072.000000 Penalty: 84740.203125
Iteration 100F: 25 clusters Score -1.583691e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 183191 members 
Mstep: Class 3 contains 280296 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 8922 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28825 members 
Mstep: Class 8 contains 29411 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 59689 members 
Mstep: Class 13 contains 21410 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414380 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46114 members 
Mstep: Class 21 contains 323220 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369328.000000 Penalty: 84740.203125
Iteration 101Q: 25 clusters Score -1.583693e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 183356 members 
Mstep: Class 3 contains 279890 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 8883 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29418 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59717 members 
Mstep: Class 13 contains 21380 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11168 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414423 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46115 members 
Mstep: Class 21 contains 323332 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369424.000000 Penalty: 84740.203125
Iteration 102Q: 25 clusters Score -1.583694e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 183539 members 
Mstep: Class 3 contains 279459 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 29416 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35104 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59757 members 
Mstep: Class 13 contains 21356 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11200 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414446 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46119 members 
Mstep: Class 21 contains 323459 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369392.000000 Penalty: 84740.203125
Iteration 103Q: 25 clusters Score -1.583694e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 183705 members 
Mstep: Class 3 contains 279058 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29424 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35127 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59791 members 
Mstep: Class 13 contains 21340 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11232 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414461 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46119 members 
Mstep: Class 21 contains 323578 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369424.000000 Penalty: 84740.203125
Iteration 104Q: 25 clusters Score -1.583694e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 183888 members 
Mstep: Class 3 contains 278642 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29435 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35152 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59817 members 
Mstep: Class 13 contains 21322 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414480 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46119 members 
Mstep: Class 21 contains 323697 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369232.000000 Penalty: 84740.203125
Iteration 105Q: 25 clusters Score -1.583692e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 184080 members 
Mstep: Class 3 contains 278283 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 29448 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 35176 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59859 members 
Mstep: Class 13 contains 21298 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11270 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414443 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46123 members 
Mstep: Class 21 contains 323793 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369456.000000 Penalty: 84740.203125
Iteration 106Q: 25 clusters Score -1.583695e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 184251 members 
Mstep: Class 3 contains 277910 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 8739 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35192 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 21274 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11298 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414449 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46126 members 
Mstep: Class 21 contains 323885 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369696.000000 Penalty: 84740.203125
Iteration 107Q: 25 clusters Score -1.583697e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 184434 members 
Mstep: Class 3 contains 277550 members 
Mstep: Class 4 contains 9749 members 
Mstep: Class 5 contains 8708 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29466 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35216 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59934 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414464 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46132 members 
Mstep: Class 21 contains 323941 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369456.000000 Penalty: 84740.203125
Iteration 108Q: 25 clusters Score -1.583695e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 184589 members 
Mstep: Class 3 contains 277253 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 8677 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29479 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35234 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 59974 members 
Mstep: Class 13 contains 21217 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11378 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414480 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 323946 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369264.000000 Penalty: 84740.203125
Iteration 109Q: 25 clusters Score -1.583693e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 184737 members 
Mstep: Class 3 contains 276967 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28820 members 
Mstep: Class 8 contains 29491 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35246 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60011 members 
Mstep: Class 13 contains 21198 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 11418 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414540 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 323939 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369424.000000 Penalty: 84740.203125
Iteration 110Q: 25 clusters Score -1.583694e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 184891 members 
Mstep: Class 3 contains 276665 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29499 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35262 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60050 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11449 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414632 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 323927 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369152.000000 Penalty: 84740.203125
Iteration 111Q: 25 clusters Score -1.583692e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 185053 members 
Mstep: Class 3 contains 276324 members 
Mstep: Class 4 contains 9752 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28812 members 
Mstep: Class 8 contains 29509 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35283 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60102 members 
Mstep: Class 13 contains 21143 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11476 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414702 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46166 members 
Mstep: Class 21 contains 323956 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368992.000000 Penalty: 84740.203125
Iteration 112Q: 25 clusters Score -1.58369e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 185187 members 
Mstep: Class 3 contains 276003 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28816 members 
Mstep: Class 8 contains 29523 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35299 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60144 members 
Mstep: Class 13 contains 21115 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11507 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414774 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323972 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369088.000000 Penalty: 84740.203125
Iteration 113Q: 25 clusters Score -1.583691e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 185348 members 
Mstep: Class 3 contains 275750 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 8479 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28818 members 
Mstep: Class 8 contains 29528 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35309 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60182 members 
Mstep: Class 13 contains 21087 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11527 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414811 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 323958 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368944.000000 Penalty: 84740.203125
Iteration 114Q: 25 clusters Score -1.583689e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 185511 members 
Mstep: Class 3 contains 275528 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28819 members 
Mstep: Class 8 contains 29533 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35321 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60231 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11546 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414831 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323929 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368992.000000 Penalty: 84740.203125
Iteration 115Q: 25 clusters Score -1.58369e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 185659 members 
Mstep: Class 3 contains 275242 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 8431 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28820 members 
Mstep: Class 8 contains 29543 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35323 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60280 members 
Mstep: Class 13 contains 21017 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414878 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323948 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368992.000000 Penalty: 84740.203125
Iteration 116Q: 25 clusters Score -1.58369e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 185824 members 
Mstep: Class 3 contains 274981 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 8402 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 29559 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 35322 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60328 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11583 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414897 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323951 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368960.000000 Penalty: 84740.203125
Iteration 117Q: 25 clusters Score -1.58369e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 186013 members 
Mstep: Class 3 contains 274691 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29567 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 35322 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60383 members 
Mstep: Class 13 contains 20973 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11603 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414946 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323932 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369184.000000 Penalty: 84740.203125
Iteration 118Q: 25 clusters Score -1.583692e+08 nChanged 776
Entering ConstructFrom: 
Score: -158369184.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (60497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Entering Unmasked Estep 
Score: -6522513.500000 Penalty: 2730.566650
	Iteration 0F: 2 clusters Score -6522514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6482074.000000 Penalty: 5461.133301
	Iteration 0F: 3 clusters Score -6482074 nChanged 27968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -6497594.000000 Penalty: 5461.133301
	Iteration 1F: 3 clusters Score -6497594 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -6498111.500000 Penalty: 5461.133301
	Iteration 2Q: 3 clusters Score -6498112 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -6498633.500000 Penalty: 5461.133301
	Iteration 3Q: 3 clusters Score -6498634 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -6499233.500000 Penalty: 5461.133301
	Iteration 4Q: 3 clusters Score -6499234 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6500071.500000 Penalty: 5461.133301
	Iteration 5Q: 3 clusters Score -6500072 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -6501291.000000 Penalty: 5461.133301
	Iteration 6Q: 3 clusters Score -6501291 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6503157.000000 Penalty: 5461.133301
	Iteration 7F: 3 clusters Score -6503157 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -6506062.500000 Penalty: 5461.133301
	Iteration 8F: 3 clusters Score -6506062 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -6509961.000000 Penalty: 5461.133301
	Iteration 9F: 3 clusters Score -6509961 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -6514029.000000 Penalty: 5461.133301
	Iteration 10F: 3 clusters Score -6514029 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6517121.500000 Penalty: 5461.133301
	Iteration 11F: 3 clusters Score -6517122 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6519015.500000 Penalty: 5461.133301
	Iteration 12Q: 3 clusters Score -6519016 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6520004.000000 Penalty: 5461.133301
	Iteration 13Q: 3 clusters Score -6520004 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6520481.000000 Penalty: 5461.133301
	Iteration 14Q: 3 clusters Score -6520481 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6520738.000000 Penalty: 5461.133301
	Iteration 15Q: 3 clusters Score -6520738 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6520879.500000 Penalty: 5461.133301
	Iteration 16Q: 3 clusters Score -6520880 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6520987.500000 Penalty: 5461.133301
	Iteration 17Q: 3 clusters Score -6520988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6521027.000000 Penalty: 5461.133301
	Iteration 18Q: 3 clusters Score -6521027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6521047.000000 Penalty: 5461.133301
	Iteration 19Q: 3 clusters Score -6521047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6521079.000000 Penalty: 5461.133301
	Iteration 20F: 3 clusters Score -6521079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6521104.000000 Penalty: 5461.133301
	Iteration 21Q: 3 clusters Score -6521104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6521120.000000 Penalty: 5461.133301
	Iteration 22Q: 3 clusters Score -6521120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6521119.000000 Penalty: 5461.133301
	Iteration 23Q: 3 clusters Score -6521119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6521129.500000 Penalty: 5461.133301
	Iteration 24Q: 3 clusters Score -6521130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6521142.000000 Penalty: 5461.133301
	Iteration 25Q: 3 clusters Score -6521142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6521147.500000 Penalty: 5461.133301
	Iteration 26Q: 3 clusters Score -6521148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6521146.500000 Penalty: 5461.133301
	Iteration 27Q: 3 clusters Score -6521146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6521136.500000 Penalty: 5461.133301
	Iteration 28Q: 3 clusters Score -6521136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6521151.000000 Penalty: 5461.133301
	Iteration 29Q: 3 clusters Score -6521151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6521158.500000 Penalty: 5461.133301
	Iteration 30Q: 3 clusters Score -6521158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6521157.000000 Penalty: 5461.133301
	Iteration 31Q: 3 clusters Score -6521157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6521150.500000 Penalty: 5461.133301
	Iteration 32Q: 3 clusters Score -6521150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6521153.000000 Penalty: 5461.133301
	Iteration 33Q: 3 clusters Score -6521153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6521151.000000 Penalty: 5461.133301
	Iteration 34Q: 3 clusters Score -6521151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6521154.000000 Penalty: 5461.133301
	Iteration 35Q: 3 clusters Score -6521154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6521155.500000 Penalty: 5461.133301
	Iteration 36Q: 3 clusters Score -6521156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6521155.500000 Penalty: 5461.133301
	Iteration 37F: 3 clusters Score -6521156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (186172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186172 members 
Entering Unmasked Estep 
Score: -19861462.000000 Penalty: 3009.337646
	Iteration 0F: 2 clusters Score -1.986146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -19737790.000000 Penalty: 6018.675293
	Iteration 0F: 3 clusters Score -1.973779e+07 nChanged 89047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -19789960.000000 Penalty: 6018.675293
	Iteration 1F: 3 clusters Score -1.978996e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -19791288.000000 Penalty: 6018.675293
	Iteration 2Q: 3 clusters Score -1.979129e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -19792704.000000 Penalty: 6018.675293
	Iteration 3Q: 3 clusters Score -1.97927e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -19794832.000000 Penalty: 6018.675293
	Iteration 4Q: 3 clusters Score -1.979483e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -19797784.000000 Penalty: 6018.675293
	Iteration 5Q: 3 clusters Score -1.979778e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -19802300.000000 Penalty: 6018.675293
	Iteration 6Q: 3 clusters Score -1.98023e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -19809372.000000 Penalty: 6018.675293
	Iteration 7F: 3 clusters Score -1.980937e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -19818966.000000 Penalty: 6018.675293
	Iteration 8F: 3 clusters Score -1.981897e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108720 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -19828592.000000 Penalty: 6018.675293
	Iteration 9F: 3 clusters Score -1.982859e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -19834342.000000 Penalty: 6018.675293
	Iteration 10F: 3 clusters Score -1.983434e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -19836826.000000 Penalty: 6018.675293
	Iteration 11Q: 3 clusters Score -1.983683e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -19838256.000000 Penalty: 6018.675293
	Iteration 12Q: 3 clusters Score -1.983826e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -19839320.000000 Penalty: 6018.675293
	Iteration 13Q: 3 clusters Score -1.983932e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -19840408.000000 Penalty: 6018.675293
	Iteration 14Q: 3 clusters Score -1.984041e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -19841700.000000 Penalty: 6018.675293
	Iteration 15Q: 3 clusters Score -1.98417e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127290 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -19842996.000000 Penalty: 6018.675293
	Iteration 16Q: 3 clusters Score -1.9843e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130131 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -19844162.000000 Penalty: 6018.675293
	Iteration 17Q: 3 clusters Score -1.984416e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -19845574.000000 Penalty: 6018.675293
	Iteration 18Q: 3 clusters Score -1.984557e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -19846508.000000 Penalty: 6018.675293
	Iteration 19Q: 3 clusters Score -1.984651e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -19847494.000000 Penalty: 6018.675293
	Iteration 20F: 3 clusters Score -1.984749e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -19848378.000000 Penalty: 6018.675293
	Iteration 21Q: 3 clusters Score -1.984838e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -19849302.000000 Penalty: 6018.675293
	Iteration 22Q: 3 clusters Score -1.98493e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145786 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -19850306.000000 Penalty: 6018.675293
	Iteration 23Q: 3 clusters Score -1.985031e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148346 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -19851296.000000 Penalty: 6018.675293
	Iteration 24Q: 3 clusters Score -1.98513e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150830 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -19852074.000000 Penalty: 6018.675293
	Iteration 25Q: 3 clusters Score -1.985207e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -19852782.000000 Penalty: 6018.675293
	Iteration 26Q: 3 clusters Score -1.985278e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -19853582.000000 Penalty: 6018.675293
	Iteration 27Q: 3 clusters Score -1.985358e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -19854194.000000 Penalty: 6018.675293
	Iteration 28Q: 3 clusters Score -1.985419e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159935 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -19854892.000000 Penalty: 6018.675293
	Iteration 29Q: 3 clusters Score -1.985489e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -19855670.000000 Penalty: 6018.675293
	Iteration 30Q: 3 clusters Score -1.985567e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -19856284.000000 Penalty: 6018.675293
	Iteration 31Q: 3 clusters Score -1.985628e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -19856810.000000 Penalty: 6018.675293
	Iteration 32Q: 3 clusters Score -1.985681e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167346 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -19857494.000000 Penalty: 6018.675293
	Iteration 33Q: 3 clusters Score -1.985749e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -19857970.000000 Penalty: 6018.675293
	Iteration 34Q: 3 clusters Score -1.985797e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -19858424.000000 Penalty: 6018.675293
	Iteration 35Q: 3 clusters Score -1.985842e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -19858796.000000 Penalty: 6018.675293
	Iteration 36Q: 3 clusters Score -1.98588e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -19859152.000000 Penalty: 6018.675293
	Iteration 37Q: 3 clusters Score -1.985915e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -19859574.000000 Penalty: 6018.675293
	Iteration 38Q: 3 clusters Score -1.985957e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174656 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -19859932.000000 Penalty: 6018.675293
	Iteration 39Q: 3 clusters Score -1.985993e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -19860214.000000 Penalty: 6018.675293
	Iteration 40F: 3 clusters Score -1.986021e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176198 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -19860420.000000 Penalty: 6018.675293
	Iteration 41Q: 3 clusters Score -1.986042e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176831 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -19860580.000000 Penalty: 6018.675293
	Iteration 42Q: 3 clusters Score -1.986058e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -19860798.000000 Penalty: 6018.675293
	Iteration 43Q: 3 clusters Score -1.98608e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177953 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -19860952.000000 Penalty: 6018.675293
	Iteration 44Q: 3 clusters Score -1.986095e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178434 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -19861062.000000 Penalty: 6018.675293
	Iteration 45Q: 3 clusters Score -1.986106e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -19861204.000000 Penalty: 6018.675293
	Iteration 46Q: 3 clusters Score -1.98612e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179219 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -19861350.000000 Penalty: 6018.675293
	Iteration 47Q: 3 clusters Score -1.986135e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -19861438.000000 Penalty: 6018.675293
	Iteration 48Q: 3 clusters Score -1.986144e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179783 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -19861500.000000 Penalty: 6018.675293
	Iteration 49Q: 3 clusters Score -1.98615e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180020 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -19861588.000000 Penalty: 6018.675293
	Iteration 50Q: 3 clusters Score -1.986159e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180222 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -19861574.000000 Penalty: 6018.675293
	Iteration 51Q: 3 clusters Score -1.986157e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -19861598.000000 Penalty: 6018.675293
	Iteration 52Q: 3 clusters Score -1.98616e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -19861598.000000 Penalty: 6018.675293
	Iteration 53Q: 3 clusters Score -1.98616e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -19861578.000000 Penalty: 6018.675293
	Iteration 54Q: 3 clusters Score -1.986158e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180735 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -19861610.000000 Penalty: 6018.675293
	Iteration 55Q: 3 clusters Score -1.986161e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -19861618.000000 Penalty: 6018.675293
	Iteration 56Q: 3 clusters Score -1.986162e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180878 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -19861628.000000 Penalty: 6018.675293
	Iteration 57Q: 3 clusters Score -1.986163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -19861652.000000 Penalty: 6018.675293
	Iteration 58Q: 3 clusters Score -1.986165e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180995 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -19861632.000000 Penalty: 6018.675293
	Iteration 59Q: 3 clusters Score -1.986163e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -19861664.000000 Penalty: 6018.675293
	Iteration 60F: 3 clusters Score -1.986166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -19861662.000000 Penalty: 6018.675293
	Iteration 61Q: 3 clusters Score -1.986166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -19861668.000000 Penalty: 6018.675293
	Iteration 62Q: 3 clusters Score -1.986167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -19861660.000000 Penalty: 6018.675293
	Iteration 63Q: 3 clusters Score -1.986166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181151 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -19861682.000000 Penalty: 6018.675293
	Iteration 64Q: 3 clusters Score -1.986168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181171 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -19861674.000000 Penalty: 6018.675293
	Iteration 65Q: 3 clusters Score -1.986167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -19861690.000000 Penalty: 6018.675293
	Iteration 66Q: 3 clusters Score -1.986169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181210 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -19861694.000000 Penalty: 6018.675293
	Iteration 67Q: 3 clusters Score -1.986169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181221 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -19861708.000000 Penalty: 6018.675293
	Iteration 68Q: 3 clusters Score -1.986171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181229 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -19861704.000000 Penalty: 6018.675293
	Iteration 69Q: 3 clusters Score -1.98617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -19861692.000000 Penalty: 6018.675293
	Iteration 70Q: 3 clusters Score -1.986169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -19861680.000000 Penalty: 6018.675293
	Iteration 71Q: 3 clusters Score -1.986168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -19861698.000000 Penalty: 6018.675293
	Iteration 72Q: 3 clusters Score -1.98617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181250 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -19861700.000000 Penalty: 6018.675293
	Iteration 73Q: 3 clusters Score -1.98617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181250 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -19861700.000000 Penalty: 6018.675293
	Iteration 74F: 3 clusters Score -1.98617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 181250 members 
Mstep: Class 3 contains 274412 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 29571 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 35323 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60429 members 
Mstep: Class 13 contains 20936 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 415009 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46170 members 
Mstep: Class 21 contains 323941 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 4922 members 
Entering Unmasked Estep 
Score: -158367808.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158369184.000000 to -158367808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (274412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274412 members 
Entering Unmasked Estep 
Score: -29133328.000000 Penalty: 3105.551514
	Iteration 0F: 2 clusters Score -2.913333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -28954622.000000 Penalty: 6211.103027
	Iteration 0F: 3 clusters Score -2.895462e+07 nChanged 132335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146918 members 
Mstep: Class 2 contains 127494 members 
Entering Unmasked Estep 
Score: -29033222.000000 Penalty: 6211.103027
	Iteration 1F: 3 clusters Score -2.903322e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -29035864.000000 Penalty: 6211.103027
	Iteration 2Q: 3 clusters Score -2.903586e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161357 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -29041034.000000 Penalty: 6211.103027
	Iteration 3Q: 3 clusters Score -2.904103e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -29049716.000000 Penalty: 6211.103027
	Iteration 4F: 3 clusters Score -2.904972e+07 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -29062820.000000 Penalty: 6211.103027
	Iteration 5F: 3 clusters Score -2.906282e+07 nChanged 21092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211758 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -29080042.000000 Penalty: 6211.103027
	Iteration 6F: 3 clusters Score -2.908004e+07 nChanged 20891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232339 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -29096932.000000 Penalty: 6211.103027
	Iteration 7F: 3 clusters Score -2.909693e+07 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248887 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -29110684.000000 Penalty: 6211.103027
	Iteration 8F: 3 clusters Score -2.911068e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259995 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -29119940.000000 Penalty: 6211.103027
	Iteration 9Q: 3 clusters Score -2.911994e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266407 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -29124962.000000 Penalty: 6211.103027
	Iteration 10Q: 3 clusters Score -2.912496e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269813 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -29127566.000000 Penalty: 6211.103027
	Iteration 11Q: 3 clusters Score -2.912757e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271567 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -29128912.000000 Penalty: 6211.103027
	Iteration 12Q: 3 clusters Score -2.912891e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272488 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -29129572.000000 Penalty: 6211.103027
	Iteration 13Q: 3 clusters Score -2.912957e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272950 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -29129930.000000 Penalty: 6211.103027
	Iteration 14Q: 3 clusters Score -2.912993e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -29130122.000000 Penalty: 6211.103027
	Iteration 15Q: 3 clusters Score -2.913012e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273358 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -29130276.000000 Penalty: 6211.103027
	Iteration 16Q: 3 clusters Score -2.913028e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273470 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29130418.000000 Penalty: 6211.103027
	Iteration 17Q: 3 clusters Score -2.913042e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273551 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -29130492.000000 Penalty: 6211.103027
	Iteration 18Q: 3 clusters Score -2.913049e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273613 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -29130544.000000 Penalty: 6211.103027
	Iteration 19Q: 3 clusters Score -2.913054e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273636 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -29130588.000000 Penalty: 6211.103027
	Iteration 20F: 3 clusters Score -2.913059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273660 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -29130614.000000 Penalty: 6211.103027
	Iteration 21Q: 3 clusters Score -2.913061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273677 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -29130646.000000 Penalty: 6211.103027
	Iteration 22Q: 3 clusters Score -2.913065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273689 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -29130650.000000 Penalty: 6211.103027
	Iteration 23Q: 3 clusters Score -2.913065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273700 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29130658.000000 Penalty: 6211.103027
	Iteration 24Q: 3 clusters Score -2.913066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273713 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -29130676.000000 Penalty: 6211.103027
	Iteration 25Q: 3 clusters Score -2.913068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273717 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -29130676.000000 Penalty: 6211.103027
	Iteration 26Q: 3 clusters Score -2.913068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273724 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -29130680.000000 Penalty: 6211.103027
	Iteration 27Q: 3 clusters Score -2.913068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273729 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -29130698.000000 Penalty: 6211.103027
	Iteration 28Q: 3 clusters Score -2.91307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273734 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -29130730.000000 Penalty: 6211.103027
	Iteration 29Q: 3 clusters Score -2.913073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273738 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -29130718.000000 Penalty: 6211.103027
	Iteration 30Q: 3 clusters Score -2.913072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273739 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -29130712.000000 Penalty: 6211.103027
	Iteration 31Q: 3 clusters Score -2.913071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273741 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29130706.000000 Penalty: 6211.103027
	Iteration 32Q: 3 clusters Score -2.913071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273744 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -29130706.000000 Penalty: 6211.103027
	Iteration 33Q: 3 clusters Score -2.913071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273744 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -29130706.000000 Penalty: 6211.103027
	Iteration 34F: 3 clusters Score -2.913071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Entering Unmasked Estep 
Score: -1008399.625000 Penalty: 2277.631104
	Iteration 0F: 2 clusters Score -1008400 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 4869 members 
Entering Unmasked Estep 
Score: -1000817.750000 Penalty: 4555.262207
	Iteration 0F: 3 clusters Score -1000818 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1003057.312500 Penalty: 4555.262207
	Iteration 1F: 3 clusters Score -1003057 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1003360.750000 Penalty: 4555.262207
	Iteration 2F: 3 clusters Score -1003361 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1003568.500000 Penalty: 4555.262207
	Iteration 3F: 3 clusters Score -1003568 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1003709.375000 Penalty: 4555.262207
	Iteration 4Q: 3 clusters Score -1003709 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1003843.312500 Penalty: 4555.262207
	Iteration 5Q: 3 clusters Score -1003843 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1003976.000000 Penalty: 4555.262207
	Iteration 6Q: 3 clusters Score -1003976 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1004090.687500 Penalty: 4555.262207
	Iteration 7Q: 3 clusters Score -1004091 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1004189.687500 Penalty: 4555.262207
	Iteration 8Q: 3 clusters Score -1004190 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1004284.062500 Penalty: 4555.262207
	Iteration 9Q: 3 clusters Score -1004284 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1004408.750000 Penalty: 4555.262207
	Iteration 10Q: 3 clusters Score -1004409 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1004544.437500 Penalty: 4555.262207
	Iteration 11Q: 3 clusters Score -1004544 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1004710.500000 Penalty: 4555.262207
	Iteration 12Q: 3 clusters Score -1004710 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1004890.625000 Penalty: 4555.262207
	Iteration 13Q: 3 clusters Score -1004891 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1005091.875000 Penalty: 4555.262207
	Iteration 14Q: 3 clusters Score -1005092 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1005306.687500 Penalty: 4555.262207
	Iteration 15Q: 3 clusters Score -1005307 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1005503.875000 Penalty: 4555.262207
	Iteration 16Q: 3 clusters Score -1005504 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1005645.875000 Penalty: 4555.262207
	Iteration 17Q: 3 clusters Score -1005646 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1005785.187500 Penalty: 4555.262207
	Iteration 18Q: 3 clusters Score -1005785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1005883.562500 Penalty: 4555.262207
	Iteration 19Q: 3 clusters Score -1005884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1005976.250000 Penalty: 4555.262207
	Iteration 20F: 3 clusters Score -1005976 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1006053.937500 Penalty: 4555.262207
	Iteration 21Q: 3 clusters Score -1006054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1006127.562500 Penalty: 4555.262207
	Iteration 22Q: 3 clusters Score -1006128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1006217.312500 Penalty: 4555.262207
	Iteration 23Q: 3 clusters Score -1006217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1006283.250000 Penalty: 4555.262207
	Iteration 24Q: 3 clusters Score -1006283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1006337.000000 Penalty: 4555.262207
	Iteration 25Q: 3 clusters Score -1006337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1006376.062500 Penalty: 4555.262207
	Iteration 26Q: 3 clusters Score -1006376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1006403.625000 Penalty: 4555.262207
	Iteration 27Q: 3 clusters Score -1006404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1006423.375000 Penalty: 4555.262207
	Iteration 28Q: 3 clusters Score -1006423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1006446.125000 Penalty: 4555.262207
	Iteration 29Q: 3 clusters Score -1006446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1006464.375000 Penalty: 4555.262207
	Iteration 30Q: 3 clusters Score -1006464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1006471.750000 Penalty: 4555.262207
	Iteration 31Q: 3 clusters Score -1006472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1006481.875000 Penalty: 4555.262207
	Iteration 32Q: 3 clusters Score -1006482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1006489.750000 Penalty: 4555.262207
	Iteration 33Q: 3 clusters Score -1006490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1006494.437500 Penalty: 4555.262207
	Iteration 34Q: 3 clusters Score -1006494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1006501.437500 Penalty: 4555.262207
	Iteration 35Q: 3 clusters Score -1006501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1006512.000000 Penalty: 4555.262207
	Iteration 36Q: 3 clusters Score -1006512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1006523.125000 Penalty: 4555.262207
	Iteration 37Q: 3 clusters Score -1006523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1006529.437500 Penalty: 4555.262207
	Iteration 38Q: 3 clusters Score -1006529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1006534.937500 Penalty: 4555.262207
	Iteration 39Q: 3 clusters Score -1006535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1006540.750000 Penalty: 4555.262207
	Iteration 40F: 3 clusters Score -1006541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1006544.312500 Penalty: 4555.262207
	Iteration 41Q: 3 clusters Score -1006544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1006551.750000 Penalty: 4555.262207
	Iteration 42Q: 3 clusters Score -1006552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1006550.000000 Penalty: 4555.262207
	Iteration 43Q: 3 clusters Score -1006550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1006550.000000 Penalty: 4555.262207
	Iteration 44F: 3 clusters Score -1006550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Entering Unmasked Estep 
Score: -893024.437500 Penalty: 2239.503662
	Iteration 0F: 2 clusters Score -893024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -886387.250000 Penalty: 4479.007324
	Iteration 0F: 3 clusters Score -886387.2 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -888175.062500 Penalty: 4479.007324
	Iteration 1F: 3 clusters Score -888175.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -888422.125000 Penalty: 4479.007324
	Iteration 2F: 3 clusters Score -888422.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -888556.937500 Penalty: 4479.007324
	Iteration 3Q: 3 clusters Score -888556.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -888667.062500 Penalty: 4479.007324
	Iteration 4Q: 3 clusters Score -888667.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -888749.375000 Penalty: 4479.007324
	Iteration 5Q: 3 clusters Score -888749.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -888821.312500 Penalty: 4479.007324
	Iteration 6Q: 3 clusters Score -888821.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -888878.062500 Penalty: 4479.007324
	Iteration 7Q: 3 clusters Score -888878.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -888929.062500 Penalty: 4479.007324
	Iteration 8Q: 3 clusters Score -888929.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -888978.125000 Penalty: 4479.007324
	Iteration 9Q: 3 clusters Score -888978.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -889023.625000 Penalty: 4479.007324
	Iteration 10Q: 3 clusters Score -889023.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -889065.687500 Penalty: 4479.007324
	Iteration 11Q: 3 clusters Score -889065.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -889108.562500 Penalty: 4479.007324
	Iteration 12Q: 3 clusters Score -889108.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -889155.250000 Penalty: 4479.007324
	Iteration 13Q: 3 clusters Score -889155.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -889214.375000 Penalty: 4479.007324
	Iteration 14Q: 3 clusters Score -889214.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -889292.000000 Penalty: 4479.007324
	Iteration 15Q: 3 clusters Score -889292 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -889370.687500 Penalty: 4479.007324
	Iteration 16Q: 3 clusters Score -889370.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -889464.375000 Penalty: 4479.007324
	Iteration 17Q: 3 clusters Score -889464.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -889576.187500 Penalty: 4479.007324
	Iteration 18Q: 3 clusters Score -889576.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -889690.812500 Penalty: 4479.007324
	Iteration 19Q: 3 clusters Score -889690.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -889829.500000 Penalty: 4479.007324
	Iteration 20F: 3 clusters Score -889829.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -890012.375000 Penalty: 4479.007324
	Iteration 21Q: 3 clusters Score -890012.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -890194.937500 Penalty: 4479.007324
	Iteration 22Q: 3 clusters Score -890194.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -890357.625000 Penalty: 4479.007324
	Iteration 23Q: 3 clusters Score -890357.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -890498.187500 Penalty: 4479.007324
	Iteration 24Q: 3 clusters Score -890498.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -890617.687500 Penalty: 4479.007324
	Iteration 25Q: 3 clusters Score -890617.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -890710.937500 Penalty: 4479.007324
	Iteration 26Q: 3 clusters Score -890710.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -890797.437500 Penalty: 4479.007324
	Iteration 27Q: 3 clusters Score -890797.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -890854.875000 Penalty: 4479.007324
	Iteration 28Q: 3 clusters Score -890854.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -890905.687500 Penalty: 4479.007324
	Iteration 29Q: 3 clusters Score -890905.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -890945.375000 Penalty: 4479.007324
	Iteration 30Q: 3 clusters Score -890945.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -890980.312500 Penalty: 4479.007324
	Iteration 31Q: 3 clusters Score -890980.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -891002.562500 Penalty: 4479.007324
	Iteration 32Q: 3 clusters Score -891002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -891010.750000 Penalty: 4479.007324
	Iteration 33Q: 3 clusters Score -891010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -891015.187500 Penalty: 4479.007324
	Iteration 34Q: 3 clusters Score -891015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -891018.000000 Penalty: 4479.007324
	Iteration 35Q: 3 clusters Score -891018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -891018.500000 Penalty: 4479.007324
	Iteration 36Q: 3 clusters Score -891018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -891018.000000 Penalty: 4479.007324
	Iteration 37Q: 3 clusters Score -891018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -891018.000000 Penalty: 4479.007324
	Iteration 38F: 3 clusters Score -891018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -116422.500000 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -116422.5 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 576 members 
Entering Unmasked Estep 
Score: -114322.351562 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -114322.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114620.429688 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -114620.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114719.250000 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -114719.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -114782.929688 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -114782.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114814.679688 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -114814.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114833.781250 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -114833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114847.031250 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -114847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114854.468750 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -114854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114858.375000 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -114858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114861.281250 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -114861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114865.296875 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -114865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114875.820312 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -114875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114885.632812 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -114885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114894.031250 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -114894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114896.023438 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -114896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114898.304688 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -114898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114899.429688 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -114899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114901.078125 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -114901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114903.453125 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -114903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114906.960938 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -114907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114908.203125 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -114908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114909.343750 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -114909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114909.343750 Penalty: 3507.500244
	Iteration 22F: 3 clusters Score -114909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Entering Unmasked Estep 
Score: -2793326.500000 Penalty: 2546.591064
	Iteration 0F: 2 clusters Score -2793326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2773591.500000 Penalty: 5093.182129
	Iteration 0F: 3 clusters Score -2773592 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2780865.000000 Penalty: 5093.182129
	Iteration 1F: 3 clusters Score -2780865 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2781689.750000 Penalty: 5093.182129
	Iteration 2F: 3 clusters Score -2781690 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2782543.000000 Penalty: 5093.182129
	Iteration 3F: 3 clusters Score -2782543 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2783372.500000 Penalty: 5093.182129
	Iteration 4F: 3 clusters Score -2783372 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2784070.500000 Penalty: 5093.182129
	Iteration 5F: 3 clusters Score -2784070 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2784672.000000 Penalty: 5093.182129
	Iteration 6Q: 3 clusters Score -2784672 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2785235.750000 Penalty: 5093.182129
	Iteration 7Q: 3 clusters Score -2785236 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2785751.000000 Penalty: 5093.182129
	Iteration 8Q: 3 clusters Score -2785751 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2786239.750000 Penalty: 5093.182129
	Iteration 9Q: 3 clusters Score -2786240 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2786678.000000 Penalty: 5093.182129
	Iteration 10Q: 3 clusters Score -2786678 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2787101.750000 Penalty: 5093.182129
	Iteration 11Q: 3 clusters Score -2787102 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2787505.000000 Penalty: 5093.182129
	Iteration 12Q: 3 clusters Score -2787505 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2787857.000000 Penalty: 5093.182129
	Iteration 13Q: 3 clusters Score -2787857 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2788270.000000 Penalty: 5093.182129
	Iteration 14Q: 3 clusters Score -2788270 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2788618.250000 Penalty: 5093.182129
	Iteration 15Q: 3 clusters Score -2788618 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2788966.250000 Penalty: 5093.182129
	Iteration 16Q: 3 clusters Score -2788966 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2789316.250000 Penalty: 5093.182129
	Iteration 17Q: 3 clusters Score -2789316 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2789627.750000 Penalty: 5093.182129
	Iteration 18Q: 3 clusters Score -2789628 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2789882.500000 Penalty: 5093.182129
	Iteration 19Q: 3 clusters Score -2789882 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2790132.500000 Penalty: 5093.182129
	Iteration 20F: 3 clusters Score -2790132 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2790381.750000 Penalty: 5093.182129
	Iteration 21Q: 3 clusters Score -2790382 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -2790628.000000 Penalty: 5093.182129
	Iteration 22Q: 3 clusters Score -2790628 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2790890.750000 Penalty: 5093.182129
	Iteration 23Q: 3 clusters Score -2790891 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2791074.500000 Penalty: 5093.182129
	Iteration 24Q: 3 clusters Score -2791074 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2791236.750000 Penalty: 5093.182129
	Iteration 25Q: 3 clusters Score -2791237 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2791381.250000 Penalty: 5093.182129
	Iteration 26Q: 3 clusters Score -2791381 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2791460.000000 Penalty: 5093.182129
	Iteration 27Q: 3 clusters Score -2791460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2791507.500000 Penalty: 5093.182129
	Iteration 28Q: 3 clusters Score -2791508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -2791535.750000 Penalty: 5093.182129
	Iteration 29Q: 3 clusters Score -2791536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -2791572.500000 Penalty: 5093.182129
	Iteration 30Q: 3 clusters Score -2791572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2791589.500000 Penalty: 5093.182129
	Iteration 31Q: 3 clusters Score -2791590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -2791610.250000 Penalty: 5093.182129
	Iteration 32Q: 3 clusters Score -2791610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -2791636.500000 Penalty: 5093.182129
	Iteration 33Q: 3 clusters Score -2791636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -2791658.250000 Penalty: 5093.182129
	Iteration 34Q: 3 clusters Score -2791658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -2791662.250000 Penalty: 5093.182129
	Iteration 35Q: 3 clusters Score -2791662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -2791682.250000 Penalty: 5093.182129
	Iteration 36Q: 3 clusters Score -2791682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2791691.750000 Penalty: 5093.182129
	Iteration 37Q: 3 clusters Score -2791692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -2791701.250000 Penalty: 5093.182129
	Iteration 38Q: 3 clusters Score -2791701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2791714.500000 Penalty: 5093.182129
	Iteration 39Q: 3 clusters Score -2791714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2791725.750000 Penalty: 5093.182129
	Iteration 40F: 3 clusters Score -2791726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2791731.000000 Penalty: 5093.182129
	Iteration 41Q: 3 clusters Score -2791731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2791727.500000 Penalty: 5093.182129
	Iteration 42Q: 3 clusters Score -2791728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2791731.750000 Penalty: 5093.182129
	Iteration 43Q: 3 clusters Score -2791732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -2791733.500000 Penalty: 5093.182129
	Iteration 44Q: 3 clusters Score -2791734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -2791746.750000 Penalty: 5093.182129
	Iteration 45Q: 3 clusters Score -2791747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -2791743.750000 Penalty: 5093.182129
	Iteration 46Q: 3 clusters Score -2791744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -2791755.250000 Penalty: 5093.182129
	Iteration 47Q: 3 clusters Score -2791755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2791753.250000 Penalty: 5093.182129
	Iteration 48Q: 3 clusters Score -2791753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -2791753.750000 Penalty: 5093.182129
	Iteration 49Q: 3 clusters Score -2791754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -2791760.000000 Penalty: 5093.182129
	Iteration 50Q: 3 clusters Score -2791760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -2791760.500000 Penalty: 5093.182129
	Iteration 51Q: 3 clusters Score -2791760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -2791762.750000 Penalty: 5093.182129
	Iteration 52Q: 3 clusters Score -2791763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -2791763.250000 Penalty: 5093.182129
	Iteration 53Q: 3 clusters Score -2791763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2791767.250000 Penalty: 5093.182129
	Iteration 54Q: 3 clusters Score -2791767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -2791773.000000 Penalty: 5093.182129
	Iteration 55Q: 3 clusters Score -2791773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2791773.250000 Penalty: 5093.182129
	Iteration 56Q: 3 clusters Score -2791773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2791771.250000 Penalty: 5093.182129
	Iteration 57Q: 3 clusters Score -2791771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2791775.500000 Penalty: 5093.182129
	Iteration 58Q: 3 clusters Score -2791776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -2791767.500000 Penalty: 5093.182129
	Iteration 59Q: 3 clusters Score -2791768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2791768.000000 Penalty: 5093.182129
	Iteration 60F: 3 clusters Score -2791768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2791772.500000 Penalty: 5093.182129
	Iteration 61Q: 3 clusters Score -2791772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2791768.750000 Penalty: 5093.182129
	Iteration 62Q: 3 clusters Score -2791769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2791768.750000 Penalty: 5093.182129
	Iteration 63F: 3 clusters Score -2791769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Entering Unmasked Estep 
Score: -3187761.000000 Penalty: 2553.048096
	Iteration 0F: 2 clusters Score -3187761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3167533.750000 Penalty: 5106.096191
	Iteration 0F: 3 clusters Score -3167534 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3174475.500000 Penalty: 5106.096191
	Iteration 1F: 3 clusters Score -3174476 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3175000.000000 Penalty: 5106.096191
	Iteration 2Q: 3 clusters Score -3175000 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3175556.500000 Penalty: 5106.096191
	Iteration 3Q: 3 clusters Score -3175556 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3176355.750000 Penalty: 5106.096191
	Iteration 4F: 3 clusters Score -3176356 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3177469.250000 Penalty: 5106.096191
	Iteration 5F: 3 clusters Score -3177469 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3178985.750000 Penalty: 5106.096191
	Iteration 6F: 3 clusters Score -3178986 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3180898.500000 Penalty: 5106.096191
	Iteration 7F: 3 clusters Score -3180898 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3182897.250000 Penalty: 5106.096191
	Iteration 8F: 3 clusters Score -3182897 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3184284.750000 Penalty: 5106.096191
	Iteration 9F: 3 clusters Score -3184285 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3184937.250000 Penalty: 5106.096191
	Iteration 10Q: 3 clusters Score -3184937 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3185235.750000 Penalty: 5106.096191
	Iteration 11Q: 3 clusters Score -3185236 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3185392.250000 Penalty: 5106.096191
	Iteration 12Q: 3 clusters Score -3185392 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3185471.500000 Penalty: 5106.096191
	Iteration 13Q: 3 clusters Score -3185472 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3185545.250000 Penalty: 5106.096191
	Iteration 14Q: 3 clusters Score -3185545 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3185595.750000 Penalty: 5106.096191
	Iteration 15Q: 3 clusters Score -3185596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3185642.750000 Penalty: 5106.096191
	Iteration 16Q: 3 clusters Score -3185643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3185677.500000 Penalty: 5106.096191
	Iteration 17Q: 3 clusters Score -3185678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3185715.000000 Penalty: 5106.096191
	Iteration 18Q: 3 clusters Score -3185715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3185759.000000 Penalty: 5106.096191
	Iteration 19Q: 3 clusters Score -3185759 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3185791.250000 Penalty: 5106.096191
	Iteration 20F: 3 clusters Score -3185791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3185826.000000 Penalty: 5106.096191
	Iteration 21Q: 3 clusters Score -3185826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3185846.000000 Penalty: 5106.096191
	Iteration 22Q: 3 clusters Score -3185846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3185870.500000 Penalty: 5106.096191
	Iteration 23Q: 3 clusters Score -3185870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3185882.000000 Penalty: 5106.096191
	Iteration 24Q: 3 clusters Score -3185882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3185896.250000 Penalty: 5106.096191
	Iteration 25Q: 3 clusters Score -3185896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3185903.250000 Penalty: 5106.096191
	Iteration 26Q: 3 clusters Score -3185903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3185931.500000 Penalty: 5106.096191
	Iteration 27Q: 3 clusters Score -3185932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3185947.500000 Penalty: 5106.096191
	Iteration 28Q: 3 clusters Score -3185948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3185954.750000 Penalty: 5106.096191
	Iteration 29Q: 3 clusters Score -3185955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3185962.500000 Penalty: 5106.096191
	Iteration 30Q: 3 clusters Score -3185962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3185982.500000 Penalty: 5106.096191
	Iteration 31Q: 3 clusters Score -3185982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3185989.000000 Penalty: 5106.096191
	Iteration 32Q: 3 clusters Score -3185989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3185995.750000 Penalty: 5106.096191
	Iteration 33Q: 3 clusters Score -3185996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3185999.750000 Penalty: 5106.096191
	Iteration 34Q: 3 clusters Score -3186000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3185992.500000 Penalty: 5106.096191
	Iteration 35Q: 3 clusters Score -3185992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3186001.500000 Penalty: 5106.096191
	Iteration 36Q: 3 clusters Score -3186002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3186009.250000 Penalty: 5106.096191
	Iteration 37Q: 3 clusters Score -3186009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3186010.250000 Penalty: 5106.096191
	Iteration 38Q: 3 clusters Score -3186010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3186018.750000 Penalty: 5106.096191
	Iteration 39Q: 3 clusters Score -3186019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3186023.750000 Penalty: 5106.096191
	Iteration 40F: 3 clusters Score -3186024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3186027.500000 Penalty: 5106.096191
	Iteration 41Q: 3 clusters Score -3186028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3186030.000000 Penalty: 5106.096191
	Iteration 42Q: 3 clusters Score -3186030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3186035.250000 Penalty: 5106.096191
	Iteration 43Q: 3 clusters Score -3186035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3186035.500000 Penalty: 5106.096191
	Iteration 44Q: 3 clusters Score -3186036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3186038.500000 Penalty: 5106.096191
	Iteration 45Q: 3 clusters Score -3186038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3186038.000000 Penalty: 5106.096191
	Iteration 46Q: 3 clusters Score -3186038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3186039.500000 Penalty: 5106.096191
	Iteration 47Q: 3 clusters Score -3186040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3186041.750000 Penalty: 5106.096191
	Iteration 48Q: 3 clusters Score -3186042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3186038.000000 Penalty: 5106.096191
	Iteration 49Q: 3 clusters Score -3186038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3186036.500000 Penalty: 5106.096191
	Iteration 50Q: 3 clusters Score -3186036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3186039.750000 Penalty: 5106.096191
	Iteration 51Q: 3 clusters Score -3186040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3186039.000000 Penalty: 5106.096191
	Iteration 52Q: 3 clusters Score -3186039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3186044.250000 Penalty: 5106.096191
	Iteration 53Q: 3 clusters Score -3186044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3186043.500000 Penalty: 5106.096191
	Iteration 54Q: 3 clusters Score -3186044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3186047.000000 Penalty: 5106.096191
	Iteration 55Q: 3 clusters Score -3186047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3186050.250000 Penalty: 5106.096191
	Iteration 56Q: 3 clusters Score -3186050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3186049.750000 Penalty: 5106.096191
	Iteration 57Q: 3 clusters Score -3186050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3186050.000000 Penalty: 5106.096191
	Iteration 58Q: 3 clusters Score -3186050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3186051.250000 Penalty: 5106.096191
	Iteration 59Q: 3 clusters Score -3186051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3186051.250000 Penalty: 5106.096191
	Iteration 60F: 3 clusters Score -3186051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -262265.781250 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -262265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -259036.984375 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -259037 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -259742.375000 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -259742.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259907.687500 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -259907.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -260004.515625 Penalty: 3968.838135
	Iteration 3F: 3 clusters Score -260004.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -260063.968750 Penalty: 3968.838135
	Iteration 4Q: 3 clusters Score -260064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -260094.625000 Penalty: 3968.838135
	Iteration 5Q: 3 clusters Score -260094.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -260118.953125 Penalty: 3968.838135
	Iteration 6Q: 3 clusters Score -260119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -260133.078125 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -260133.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -260143.343750 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -260143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -260152.359375 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -260152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -260157.609375 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -260157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -260161.546875 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -260161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -260165.328125 Penalty: 3968.838135
	Iteration 12Q: 3 clusters Score -260165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -260167.000000 Penalty: 3968.838135
	Iteration 13Q: 3 clusters Score -260167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -260169.562500 Penalty: 3968.838135
	Iteration 14Q: 3 clusters Score -260169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -260170.781250 Penalty: 3968.838135
	Iteration 15Q: 3 clusters Score -260170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260174.968750 Penalty: 3968.838135
	Iteration 16Q: 3 clusters Score -260175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -260177.468750 Penalty: 3968.838135
	Iteration 17Q: 3 clusters Score -260177.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -260179.765625 Penalty: 3968.838135
	Iteration 18Q: 3 clusters Score -260179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -260181.640625 Penalty: 3968.838135
	Iteration 19Q: 3 clusters Score -260181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -260182.296875 Penalty: 3968.838135
	Iteration 20F: 3 clusters Score -260182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Entering Unmasked Estep 
Score: -3811967.750000 Penalty: 2597.127930
	Iteration 0F: 2 clusters Score -3811968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3787858.250000 Penalty: 5194.255859
	Iteration 0F: 3 clusters Score -3787858 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3796568.250000 Penalty: 5194.255859
	Iteration 1F: 3 clusters Score -3796568 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3796980.250000 Penalty: 5194.255859
	Iteration 2Q: 3 clusters Score -3796980 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3797369.500000 Penalty: 5194.255859
	Iteration 3Q: 3 clusters Score -3797370 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3797721.250000 Penalty: 5194.255859
	Iteration 4Q: 3 clusters Score -3797721 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3798116.250000 Penalty: 5194.255859
	Iteration 5Q: 3 clusters Score -3798116 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3798530.500000 Penalty: 5194.255859
	Iteration 6Q: 3 clusters Score -3798530 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3799038.500000 Penalty: 5194.255859
	Iteration 7Q: 3 clusters Score -3799038 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3799735.500000 Penalty: 5194.255859
	Iteration 8Q: 3 clusters Score -3799736 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3800578.750000 Penalty: 5194.255859
	Iteration 9Q: 3 clusters Score -3800579 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3801844.000000 Penalty: 5194.255859
	Iteration 10F: 3 clusters Score -3801844 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3803440.500000 Penalty: 5194.255859
	Iteration 11F: 3 clusters Score -3803440 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3805090.750000 Penalty: 5194.255859
	Iteration 12F: 3 clusters Score -3805091 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3806532.500000 Penalty: 5194.255859
	Iteration 13Q: 3 clusters Score -3806532 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3807556.250000 Penalty: 5194.255859
	Iteration 14Q: 3 clusters Score -3807556 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3808251.500000 Penalty: 5194.255859
	Iteration 15Q: 3 clusters Score -3808252 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -3808728.500000 Penalty: 5194.255859
	Iteration 16Q: 3 clusters Score -3808728 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -3809055.750000 Penalty: 5194.255859
	Iteration 17Q: 3 clusters Score -3809056 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3809258.500000 Penalty: 5194.255859
	Iteration 18Q: 3 clusters Score -3809258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -3809386.750000 Penalty: 5194.255859
	Iteration 19Q: 3 clusters Score -3809387 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -3809462.250000 Penalty: 5194.255859
	Iteration 20F: 3 clusters Score -3809462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -3809520.500000 Penalty: 5194.255859
	Iteration 21Q: 3 clusters Score -3809520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -3809570.750000 Penalty: 5194.255859
	Iteration 22Q: 3 clusters Score -3809571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3809610.750000 Penalty: 5194.255859
	Iteration 23Q: 3 clusters Score -3809611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -3809630.500000 Penalty: 5194.255859
	Iteration 24Q: 3 clusters Score -3809630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3809644.000000 Penalty: 5194.255859
	Iteration 25Q: 3 clusters Score -3809644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3809657.500000 Penalty: 5194.255859
	Iteration 26Q: 3 clusters Score -3809658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -3809659.500000 Penalty: 5194.255859
	Iteration 27Q: 3 clusters Score -3809660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -3809661.000000 Penalty: 5194.255859
	Iteration 28Q: 3 clusters Score -3809661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -3809670.000000 Penalty: 5194.255859
	Iteration 29Q: 3 clusters Score -3809670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3809672.750000 Penalty: 5194.255859
	Iteration 30Q: 3 clusters Score -3809673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3809679.500000 Penalty: 5194.255859
	Iteration 31Q: 3 clusters Score -3809680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -3809685.000000 Penalty: 5194.255859
	Iteration 32Q: 3 clusters Score -3809685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -3809685.500000 Penalty: 5194.255859
	Iteration 33Q: 3 clusters Score -3809686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -3809684.500000 Penalty: 5194.255859
	Iteration 34Q: 3 clusters Score -3809684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -3809684.750000 Penalty: 5194.255859
	Iteration 35Q: 3 clusters Score -3809685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -3809684.750000 Penalty: 5194.255859
	Iteration 36F: 3 clusters Score -3809685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -25178.523438 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -25178.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23893.044922 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -23893.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24063.425781 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -24063.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24150.367188 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -24150.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24222.976562 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -24222.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24248.160156 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -24248.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24256.521484 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -24256.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24261.478516 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -24261.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24264.681641 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -24264.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24264.681641 Penalty: 2851.698975
	Iteration 8F: 3 clusters Score -24264.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Entering Unmasked Estep 
Score: -6165324.000000 Penalty: 2730.287598
	Iteration 0F: 2 clusters Score -6165324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -6124761.500000 Penalty: 5460.575195
	Iteration 0F: 3 clusters Score -6124762 nChanged 28005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -6140300.000000 Penalty: 5460.575195
	Iteration 1F: 3 clusters Score -6140300 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -6140774.500000 Penalty: 5460.575195
	Iteration 2Q: 3 clusters Score -6140774 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -6141258.000000 Penalty: 5460.575195
	Iteration 3Q: 3 clusters Score -6141258 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6141858.000000 Penalty: 5460.575195
	Iteration 4Q: 3 clusters Score -6141858 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -6142668.000000 Penalty: 5460.575195
	Iteration 5Q: 3 clusters Score -6142668 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -6143965.500000 Penalty: 5460.575195
	Iteration 6Q: 3 clusters Score -6143966 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -6146110.000000 Penalty: 5460.575195
	Iteration 7F: 3 clusters Score -6146110 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6149392.000000 Penalty: 5460.575195
	Iteration 8F: 3 clusters Score -6149392 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6153682.500000 Penalty: 5460.575195
	Iteration 9F: 3 clusters Score -6153682 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6157757.000000 Penalty: 5460.575195
	Iteration 10F: 3 clusters Score -6157757 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -6160631.000000 Penalty: 5460.575195
	Iteration 11Q: 3 clusters Score -6160631 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -6161962.000000 Penalty: 5460.575195
	Iteration 12Q: 3 clusters Score -6161962 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -6162543.500000 Penalty: 5460.575195
	Iteration 13Q: 3 clusters Score -6162544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -6162711.500000 Penalty: 5460.575195
	Iteration 14Q: 3 clusters Score -6162712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -6162805.000000 Penalty: 5460.575195
	Iteration 15Q: 3 clusters Score -6162805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -6162852.000000 Penalty: 5460.575195
	Iteration 16Q: 3 clusters Score -6162852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -6162888.000000 Penalty: 5460.575195
	Iteration 17Q: 3 clusters Score -6162888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -6162889.500000 Penalty: 5460.575195
	Iteration 18Q: 3 clusters Score -6162890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -6162893.000000 Penalty: 5460.575195
	Iteration 19Q: 3 clusters Score -6162893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -6162894.500000 Penalty: 5460.575195
	Iteration 20F: 3 clusters Score -6162894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -6162898.500000 Penalty: 5460.575195
	Iteration 21Q: 3 clusters Score -6162898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -6162898.000000 Penalty: 5460.575195
	Iteration 22Q: 3 clusters Score -6162898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -6162914.500000 Penalty: 5460.575195
	Iteration 23Q: 3 clusters Score -6162914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -6162916.500000 Penalty: 5460.575195
	Iteration 24Q: 3 clusters Score -6162916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -6162919.500000 Penalty: 5460.575195
	Iteration 25Q: 3 clusters Score -6162920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -6162921.000000 Penalty: 5460.575195
	Iteration 26Q: 3 clusters Score -6162921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -6162934.500000 Penalty: 5460.575195
	Iteration 27Q: 3 clusters Score -6162934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -6162934.500000 Penalty: 5460.575195
	Iteration 28Q: 3 clusters Score -6162934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -6162934.500000 Penalty: 5460.575195
	Iteration 29Q: 3 clusters Score -6162934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -6162937.500000 Penalty: 5460.575195
	Iteration 30Q: 3 clusters Score -6162938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -6162942.000000 Penalty: 5460.575195
	Iteration 31Q: 3 clusters Score -6162942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -6162945.500000 Penalty: 5460.575195
	Iteration 32Q: 3 clusters Score -6162946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -6162945.500000 Penalty: 5460.575195
	Iteration 33F: 3 clusters Score -6162946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Entering Unmasked Estep 
Score: -2219007.500000 Penalty: 2467.407959
	Iteration 0F: 2 clusters Score -2219008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2204338.750000 Penalty: 4934.815918
	Iteration 0F: 3 clusters Score -2204339 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2209114.000000 Penalty: 4934.815918
	Iteration 1F: 3 clusters Score -2209114 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2209468.000000 Penalty: 4934.815918
	Iteration 2F: 3 clusters Score -2209468 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2209775.250000 Penalty: 4934.815918
	Iteration 3Q: 3 clusters Score -2209775 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2210029.250000 Penalty: 4934.815918
	Iteration 4Q: 3 clusters Score -2210029 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2210282.500000 Penalty: 4934.815918
	Iteration 5Q: 3 clusters Score -2210282 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2210596.250000 Penalty: 4934.815918
	Iteration 6Q: 3 clusters Score -2210596 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2211007.500000 Penalty: 4934.815918
	Iteration 7Q: 3 clusters Score -2211008 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2211582.000000 Penalty: 4934.815918
	Iteration 8Q: 3 clusters Score -2211582 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2212417.000000 Penalty: 4934.815918
	Iteration 9F: 3 clusters Score -2212417 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2213514.500000 Penalty: 4934.815918
	Iteration 10F: 3 clusters Score -2213514 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2214638.250000 Penalty: 4934.815918
	Iteration 11F: 3 clusters Score -2214638 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2215527.750000 Penalty: 4934.815918
	Iteration 12Q: 3 clusters Score -2215528 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2216098.250000 Penalty: 4934.815918
	Iteration 13Q: 3 clusters Score -2216098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2216429.250000 Penalty: 4934.815918
	Iteration 14Q: 3 clusters Score -2216429 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2216583.500000 Penalty: 4934.815918
	Iteration 15Q: 3 clusters Score -2216584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2216674.750000 Penalty: 4934.815918
	Iteration 16Q: 3 clusters Score -2216675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2216736.250000 Penalty: 4934.815918
	Iteration 17Q: 3 clusters Score -2216736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2216761.500000 Penalty: 4934.815918
	Iteration 18Q: 3 clusters Score -2216762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2216781.000000 Penalty: 4934.815918
	Iteration 19Q: 3 clusters Score -2216781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2216789.750000 Penalty: 4934.815918
	Iteration 20F: 3 clusters Score -2216790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2216792.000000 Penalty: 4934.815918
	Iteration 21Q: 3 clusters Score -2216792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2216800.500000 Penalty: 4934.815918
	Iteration 22Q: 3 clusters Score -2216800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2216801.500000 Penalty: 4934.815918
	Iteration 23Q: 3 clusters Score -2216802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2216804.000000 Penalty: 4934.815918
	Iteration 24Q: 3 clusters Score -2216804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2216808.000000 Penalty: 4934.815918
	Iteration 25Q: 3 clusters Score -2216808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2216807.500000 Penalty: 4934.815918
	Iteration 26Q: 3 clusters Score -2216808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2216808.750000 Penalty: 4934.815918
	Iteration 27Q: 3 clusters Score -2216809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2216809.000000 Penalty: 4934.815918
	Iteration 28Q: 3 clusters Score -2216809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2216809.000000 Penalty: 4934.815918
	Iteration 29F: 3 clusters Score -2216809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -240218.296875 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -240218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237397.531250 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -237397.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -238028.656250 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -238028.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -238247.640625 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -238247.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -238377.937500 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -238377.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238477.140625 Penalty: 3847.285156
	Iteration 4Q: 3 clusters Score -238477.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238532.437500 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -238532.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -238574.921875 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -238574.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -238629.875000 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -238629.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -238706.578125 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -238706.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -238781.000000 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -238781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -238857.843750 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -238857.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -238912.921875 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -238912.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -238960.656250 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -238960.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -239007.671875 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -239007.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -239043.578125 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -239043.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -239071.000000 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -239071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -239092.265625 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -239092.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -239113.312500 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -239113.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -239131.031250 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -239131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -239140.218750 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -239140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -239145.828125 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -239145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -239149.171875 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -239149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -239152.265625 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -239152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -239154.875000 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -239154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -239157.453125 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -239157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -239159.390625 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -239159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -239164.859375 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -239164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -239165.890625 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -239165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -239168.078125 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -239168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -239170.453125 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -239170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -239171.343750 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -239171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -239171.343750 Penalty: 3847.285156
	Iteration 31F: 3 clusters Score -239171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Entering Unmasked Estep 
Score: -1267697.375000 Penalty: 2321.293213
	Iteration 0F: 2 clusters Score -1267697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1258921.875000 Penalty: 4642.586426
	Iteration 0F: 3 clusters Score -1258922 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1261547.000000 Penalty: 4642.586426
	Iteration 1F: 3 clusters Score -1261547 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1261873.500000 Penalty: 4642.586426
	Iteration 2F: 3 clusters Score -1261874 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1262106.875000 Penalty: 4642.586426
	Iteration 3F: 3 clusters Score -1262107 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1262275.875000 Penalty: 4642.586426
	Iteration 4Q: 3 clusters Score -1262276 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1262427.625000 Penalty: 4642.586426
	Iteration 5Q: 3 clusters Score -1262428 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1262584.500000 Penalty: 4642.586426
	Iteration 6Q: 3 clusters Score -1262584 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1262763.000000 Penalty: 4642.586426
	Iteration 7Q: 3 clusters Score -1262763 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1262977.875000 Penalty: 4642.586426
	Iteration 8Q: 3 clusters Score -1262978 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1263242.000000 Penalty: 4642.586426
	Iteration 9Q: 3 clusters Score -1263242 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1263570.500000 Penalty: 4642.586426
	Iteration 10Q: 3 clusters Score -1263570 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1263969.750000 Penalty: 4642.586426
	Iteration 11Q: 3 clusters Score -1263970 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1264391.000000 Penalty: 4642.586426
	Iteration 12Q: 3 clusters Score -1264391 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1264735.375000 Penalty: 4642.586426
	Iteration 13Q: 3 clusters Score -1264735 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1265023.625000 Penalty: 4642.586426
	Iteration 14Q: 3 clusters Score -1265024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1265237.250000 Penalty: 4642.586426
	Iteration 15Q: 3 clusters Score -1265237 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1265414.125000 Penalty: 4642.586426
	Iteration 16Q: 3 clusters Score -1265414 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1265523.500000 Penalty: 4642.586426
	Iteration 17Q: 3 clusters Score -1265524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1265611.250000 Penalty: 4642.586426
	Iteration 18Q: 3 clusters Score -1265611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1265662.125000 Penalty: 4642.586426
	Iteration 19Q: 3 clusters Score -1265662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1265688.125000 Penalty: 4642.586426
	Iteration 20F: 3 clusters Score -1265688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1265708.875000 Penalty: 4642.586426
	Iteration 21Q: 3 clusters Score -1265709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1265725.875000 Penalty: 4642.586426
	Iteration 22Q: 3 clusters Score -1265726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1265737.375000 Penalty: 4642.586426
	Iteration 23Q: 3 clusters Score -1265737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1265744.500000 Penalty: 4642.586426
	Iteration 24Q: 3 clusters Score -1265744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1265757.625000 Penalty: 4642.586426
	Iteration 25Q: 3 clusters Score -1265758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1265768.250000 Penalty: 4642.586426
	Iteration 26Q: 3 clusters Score -1265768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1265774.375000 Penalty: 4642.586426
	Iteration 27Q: 3 clusters Score -1265774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1265780.250000 Penalty: 4642.586426
	Iteration 28Q: 3 clusters Score -1265780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1265783.375000 Penalty: 4642.586426
	Iteration 29Q: 3 clusters Score -1265783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1265788.000000 Penalty: 4642.586426
	Iteration 30Q: 3 clusters Score -1265788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1265791.625000 Penalty: 4642.586426
	Iteration 31Q: 3 clusters Score -1265792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1265794.875000 Penalty: 4642.586426
	Iteration 32Q: 3 clusters Score -1265795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1265798.375000 Penalty: 4642.586426
	Iteration 33Q: 3 clusters Score -1265798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1265802.250000 Penalty: 4642.586426
	Iteration 34Q: 3 clusters Score -1265802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1265804.125000 Penalty: 4642.586426
	Iteration 35Q: 3 clusters Score -1265804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1265810.750000 Penalty: 4642.586426
	Iteration 36Q: 3 clusters Score -1265811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1265815.375000 Penalty: 4642.586426
	Iteration 37Q: 3 clusters Score -1265815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1265816.250000 Penalty: 4642.586426
	Iteration 38Q: 3 clusters Score -1265816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1265818.125000 Penalty: 4642.586426
	Iteration 39Q: 3 clusters Score -1265818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1265818.375000 Penalty: 4642.586426
	Iteration 40F: 3 clusters Score -1265818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1265823.000000 Penalty: 4642.586426
	Iteration 41Q: 3 clusters Score -1265823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1265827.375000 Penalty: 4642.586426
	Iteration 42Q: 3 clusters Score -1265827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1265829.500000 Penalty: 4642.586426
	Iteration 43Q: 3 clusters Score -1265830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1265831.375000 Penalty: 4642.586426
	Iteration 44Q: 3 clusters Score -1265831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1265830.875000 Penalty: 4642.586426
	Iteration 45Q: 3 clusters Score -1265831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1265831.750000 Penalty: 4642.586426
	Iteration 46Q: 3 clusters Score -1265832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1265831.625000 Penalty: 4642.586426
	Iteration 47Q: 3 clusters Score -1265832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1265831.625000 Penalty: 4642.586426
	Iteration 48F: 3 clusters Score -1265832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -71814.984375 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -71814.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70102.687500 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -70102.69 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70401.164062 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -70401.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70656.757812 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -70656.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70929.343750 Penalty: 3317.423828
	Iteration 3F: 3 clusters Score -70929.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71028.250000 Penalty: 3317.423828
	Iteration 4F: 3 clusters Score -71028.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71124.000000 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -71124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71189.976562 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -71189.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71262.804688 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -71262.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71398.085938 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -71398.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71775.218750 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -71775.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72170.367188 Penalty: 3317.423828
	Iteration 10F: 3 clusters Score -72170.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72398.578125 Penalty: 3317.423828
	Iteration 11F: 3 clusters Score -72398.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72629.843750 Penalty: 3317.423828
	Iteration 12F: 3 clusters Score -72629.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72806.343750 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -72806.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72933.382812 Penalty: 3317.423828
	Iteration 14Q: 3 clusters Score -72933.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72991.687500 Penalty: 3317.423828
	Iteration 15Q: 3 clusters Score -72991.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72991.687500 Penalty: 3317.423828
	Iteration 16F: 3 clusters Score -72991.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 186172 members 
Mstep: Class 3 contains 274412 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 29571 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 35323 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60429 members 
Mstep: Class 13 contains 20936 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 415009 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46170 members 
Mstep: Class 21 contains 323941 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 394 members 
Entering Unmasked Estep 
Score: -158368416.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158369184.000000 to -158368416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (415009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415009 members 
Entering Unmasked Estep 
Score: -43843360.000000 Penalty: 3208.141602
	Iteration 0F: 2 clusters Score -4.384336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207769 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -43596340.000000 Penalty: 6416.283203
	Iteration 0F: 3 clusters Score -4.359634e+07 nChanged 201988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212809 members 
Mstep: Class 2 contains 202200 members 
Entering Unmasked Estep 
Score: -43716932.000000 Penalty: 6416.283203
	Iteration 1F: 3 clusters Score -4.371693e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215875 members 
Mstep: Class 2 contains 199134 members 
Entering Unmasked Estep 
Score: -43718528.000000 Penalty: 6416.283203
	Iteration 2Q: 3 clusters Score -4.371853e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220859 members 
Mstep: Class 2 contains 194150 members 
Entering Unmasked Estep 
Score: -43720812.000000 Penalty: 6416.283203
	Iteration 3Q: 3 clusters Score -4.372081e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228454 members 
Mstep: Class 2 contains 186555 members 
Entering Unmasked Estep 
Score: -43724100.000000 Penalty: 6416.283203
	Iteration 4Q: 3 clusters Score -4.37241e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239788 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -43730632.000000 Penalty: 6416.283203
	Iteration 5Q: 3 clusters Score -4.373063e+07 nChanged 20963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256059 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -43741224.000000 Penalty: 6416.283203
	Iteration 6F: 3 clusters Score -4.374122e+07 nChanged 26451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277542 members 
Mstep: Class 2 contains 137467 members 
Entering Unmasked Estep 
Score: -43757832.000000 Penalty: 6416.283203
	Iteration 7F: 3 clusters Score -4.375783e+07 nChanged 28968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301426 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -43779172.000000 Penalty: 6416.283203
	Iteration 8F: 3 clusters Score -4.377917e+07 nChanged 27480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323172 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -43800864.000000 Penalty: 6416.283203
	Iteration 9F: 3 clusters Score -4.380086e+07 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339824 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -43816800.000000 Penalty: 6416.283203
	Iteration 10F: 3 clusters Score -4.38168e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351175 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -43827304.000000 Penalty: 6416.283203
	Iteration 11Q: 3 clusters Score -4.38273e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359294 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -43833172.000000 Penalty: 6416.283203
	Iteration 12Q: 3 clusters Score -4.383317e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366180 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -43836316.000000 Penalty: 6416.283203
	Iteration 13Q: 3 clusters Score -4.383632e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372186 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -43838544.000000 Penalty: 6416.283203
	Iteration 14Q: 3 clusters Score -4.383854e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377439 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -43840268.000000 Penalty: 6416.283203
	Iteration 15Q: 3 clusters Score -4.384027e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381864 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -43841488.000000 Penalty: 6416.283203
	Iteration 16Q: 3 clusters Score -4.384149e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385625 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -43842280.000000 Penalty: 6416.283203
	Iteration 17Q: 3 clusters Score -4.384228e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388764 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -43843220.000000 Penalty: 6416.283203
	Iteration 18Q: 3 clusters Score -4.384322e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391287 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -43843708.000000 Penalty: 6416.283203
	Iteration 19Q: 3 clusters Score -4.384371e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393288 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -43844028.000000 Penalty: 6416.283203
	Iteration 20F: 3 clusters Score -4.384403e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394935 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -43844264.000000 Penalty: 6416.283203
	Iteration 21Q: 3 clusters Score -4.384426e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396370 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -43844440.000000 Penalty: 6416.283203
	Iteration 22Q: 3 clusters Score -4.384444e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397606 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -43844412.000000 Penalty: 6416.283203
	Iteration 23Q: 3 clusters Score -4.384441e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398694 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -43844336.000000 Penalty: 6416.283203
	Iteration 24Q: 3 clusters Score -4.384434e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399660 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -43844400.000000 Penalty: 6416.283203
	Iteration 25Q: 3 clusters Score -4.38444e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400523 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -43844416.000000 Penalty: 6416.283203
	Iteration 26Q: 3 clusters Score -4.384442e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401339 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -43844360.000000 Penalty: 6416.283203
	Iteration 27Q: 3 clusters Score -4.384436e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402097 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -43844264.000000 Penalty: 6416.283203
	Iteration 28Q: 3 clusters Score -4.384426e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402812 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -43844196.000000 Penalty: 6416.283203
	Iteration 29Q: 3 clusters Score -4.38442e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403453 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -43843952.000000 Penalty: 6416.283203
	Iteration 30Q: 3 clusters Score -4.384395e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404051 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -43843828.000000 Penalty: 6416.283203
	Iteration 31Q: 3 clusters Score -4.384383e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404617 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -43843620.000000 Penalty: 6416.283203
	Iteration 32Q: 3 clusters Score -4.384362e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405157 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -43843348.000000 Penalty: 6416.283203
	Iteration 33Q: 3 clusters Score -4.384335e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405697 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -43843220.000000 Penalty: 6416.283203
	Iteration 34Q: 3 clusters Score -4.384322e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406201 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -43843128.000000 Penalty: 6416.283203
	Iteration 35Q: 3 clusters Score -4.384313e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406691 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -43842892.000000 Penalty: 6416.283203
	Iteration 36Q: 3 clusters Score -4.384289e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407168 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -43842708.000000 Penalty: 6416.283203
	Iteration 37Q: 3 clusters Score -4.384271e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407613 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -43842704.000000 Penalty: 6416.283203
	Iteration 38Q: 3 clusters Score -4.38427e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408038 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -43842664.000000 Penalty: 6416.283203
	Iteration 39Q: 3 clusters Score -4.384266e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408443 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -43842556.000000 Penalty: 6416.283203
	Iteration 40F: 3 clusters Score -4.384256e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408813 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -43842632.000000 Penalty: 6416.283203
	Iteration 41Q: 3 clusters Score -4.384263e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409136 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -43842536.000000 Penalty: 6416.283203
	Iteration 42Q: 3 clusters Score -4.384254e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409447 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -43842444.000000 Penalty: 6416.283203
	Iteration 43Q: 3 clusters Score -4.384244e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409744 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -43842376.000000 Penalty: 6416.283203
	Iteration 44Q: 3 clusters Score -4.384238e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410044 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -43842340.000000 Penalty: 6416.283203
	Iteration 45Q: 3 clusters Score -4.384234e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410305 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -43842288.000000 Penalty: 6416.283203
	Iteration 46Q: 3 clusters Score -4.384229e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410547 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -43842072.000000 Penalty: 6416.283203
	Iteration 47Q: 3 clusters Score -4.384207e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410754 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -43842080.000000 Penalty: 6416.283203
	Iteration 48Q: 3 clusters Score -4.384208e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410943 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -43842060.000000 Penalty: 6416.283203
	Iteration 49Q: 3 clusters Score -4.384206e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411099 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -43842064.000000 Penalty: 6416.283203
	Iteration 50Q: 3 clusters Score -4.384206e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411244 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -43841980.000000 Penalty: 6416.283203
	Iteration 51Q: 3 clusters Score -4.384198e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411380 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -43841928.000000 Penalty: 6416.283203
	Iteration 52Q: 3 clusters Score -4.384193e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411508 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -43841860.000000 Penalty: 6416.283203
	Iteration 53Q: 3 clusters Score -4.384186e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411635 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -43841844.000000 Penalty: 6416.283203
	Iteration 54Q: 3 clusters Score -4.384184e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411766 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -43841688.000000 Penalty: 6416.283203
	Iteration 55Q: 3 clusters Score -4.384169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411907 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -43841668.000000 Penalty: 6416.283203
	Iteration 56Q: 3 clusters Score -4.384167e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412036 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -43841640.000000 Penalty: 6416.283203
	Iteration 57Q: 3 clusters Score -4.384164e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412167 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -43841616.000000 Penalty: 6416.283203
	Iteration 58Q: 3 clusters Score -4.384162e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412301 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -43841628.000000 Penalty: 6416.283203
	Iteration 59Q: 3 clusters Score -4.384163e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412409 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -43841588.000000 Penalty: 6416.283203
	Iteration 60F: 3 clusters Score -4.384159e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412493 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -43841552.000000 Penalty: 6416.283203
	Iteration 61Q: 3 clusters Score -4.384155e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412577 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -43841516.000000 Penalty: 6416.283203
	Iteration 62Q: 3 clusters Score -4.384152e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412659 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -43841516.000000 Penalty: 6416.283203
	Iteration 63Q: 3 clusters Score -4.384152e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -43841484.000000 Penalty: 6416.283203
	Iteration 64Q: 3 clusters Score -4.384148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412822 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -43841440.000000 Penalty: 6416.283203
	Iteration 65Q: 3 clusters Score -4.384144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412889 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -43841432.000000 Penalty: 6416.283203
	Iteration 66Q: 3 clusters Score -4.384143e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412958 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -43841456.000000 Penalty: 6416.283203
	Iteration 67Q: 3 clusters Score -4.384146e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413037 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -43841428.000000 Penalty: 6416.283203
	Iteration 68Q: 3 clusters Score -4.384143e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413103 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -43841436.000000 Penalty: 6416.283203
	Iteration 69Q: 3 clusters Score -4.384144e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413170 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -43841416.000000 Penalty: 6416.283203
	Iteration 70Q: 3 clusters Score -4.384142e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413231 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -43841432.000000 Penalty: 6416.283203
	Iteration 71Q: 3 clusters Score -4.384143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413292 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -43841368.000000 Penalty: 6416.283203
	Iteration 72Q: 3 clusters Score -4.384137e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413335 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -43841396.000000 Penalty: 6416.283203
	Iteration 73Q: 3 clusters Score -4.38414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413377 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -43841408.000000 Penalty: 6416.283203
	Iteration 74Q: 3 clusters Score -4.384141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413414 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -43841404.000000 Penalty: 6416.283203
	Iteration 75Q: 3 clusters Score -4.38414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413436 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -43841424.000000 Penalty: 6416.283203
	Iteration 76Q: 3 clusters Score -4.384142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413456 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -43841408.000000 Penalty: 6416.283203
	Iteration 77Q: 3 clusters Score -4.384141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413481 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -43841400.000000 Penalty: 6416.283203
	Iteration 78Q: 3 clusters Score -4.38414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413492 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -43841380.000000 Penalty: 6416.283203
	Iteration 79Q: 3 clusters Score -4.384138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413499 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -43841360.000000 Penalty: 6416.283203
	Iteration 80F: 3 clusters Score -4.384136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413504 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -43841360.000000 Penalty: 6416.283203
	Iteration 81Q: 3 clusters Score -4.384136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413508 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -43841376.000000 Penalty: 6416.283203
	Iteration 82Q: 3 clusters Score -4.384138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413513 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -43841352.000000 Penalty: 6416.283203
	Iteration 83Q: 3 clusters Score -4.384135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413516 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -43841356.000000 Penalty: 6416.283203
	Iteration 84Q: 3 clusters Score -4.384136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413520 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -43841356.000000 Penalty: 6416.283203
	Iteration 85Q: 3 clusters Score -4.384136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413524 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -43841364.000000 Penalty: 6416.283203
	Iteration 86Q: 3 clusters Score -4.384136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -43841352.000000 Penalty: 6416.283203
	Iteration 87Q: 3 clusters Score -4.384135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -43841360.000000 Penalty: 6416.283203
	Iteration 88Q: 3 clusters Score -4.384136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413531 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -43841360.000000 Penalty: 6416.283203
	Iteration 89Q: 3 clusters Score -4.384136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413534 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -43841352.000000 Penalty: 6416.283203
	Iteration 90Q: 3 clusters Score -4.384135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413540 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -43841332.000000 Penalty: 6416.283203
	Iteration 91Q: 3 clusters Score -4.384133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413545 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -43841328.000000 Penalty: 6416.283203
	Iteration 92Q: 3 clusters Score -4.384133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413548 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -43841344.000000 Penalty: 6416.283203
	Iteration 93Q: 3 clusters Score -4.384134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -43841340.000000 Penalty: 6416.283203
	Iteration 94Q: 3 clusters Score -4.384134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413559 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -43841368.000000 Penalty: 6416.283203
	Iteration 95Q: 3 clusters Score -4.384137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413564 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -43841364.000000 Penalty: 6416.283203
	Iteration 96Q: 3 clusters Score -4.384136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413566 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -43841356.000000 Penalty: 6416.283203
	Iteration 97Q: 3 clusters Score -4.384136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -43841372.000000 Penalty: 6416.283203
	Iteration 98Q: 3 clusters Score -4.384137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413575 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -43841360.000000 Penalty: 6416.283203
	Iteration 99Q: 3 clusters Score -4.384136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413581 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -43841384.000000 Penalty: 6416.283203
	Iteration 100F: 3 clusters Score -4.384138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413584 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -43841400.000000 Penalty: 6416.283203
	Iteration 101Q: 3 clusters Score -4.38414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413585 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -43841388.000000 Penalty: 6416.283203
	Iteration 102Q: 3 clusters Score -4.384139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413585 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -43841388.000000 Penalty: 6416.283203
	Iteration 103F: 3 clusters Score -4.384139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -260066.468750 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -260066.5 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 1379 members 
Entering Unmasked Estep 
Score: -257064.796875 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -257064.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -257639.640625 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -257639.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -257800.421875 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -257800.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -257876.593750 Penalty: 3907.000977
	Iteration 3Q: 3 clusters Score -257876.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -257929.859375 Penalty: 3907.000977
	Iteration 4Q: 3 clusters Score -257929.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -257969.453125 Penalty: 3907.000977
	Iteration 5Q: 3 clusters Score -257969.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -258012.906250 Penalty: 3907.000977
	Iteration 6Q: 3 clusters Score -258012.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -258054.890625 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -258054.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -258097.765625 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -258097.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -258133.703125 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -258133.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -258162.390625 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -258162.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -258184.171875 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -258184.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -258208.015625 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -258208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -258229.671875 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -258229.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -258247.218750 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -258247.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -258265.250000 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -258265.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -258276.031250 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -258276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -258291.265625 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -258291.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -258302.578125 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -258302.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -258310.375000 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -258310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -258321.250000 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -258321.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -258328.421875 Penalty: 3907.000977
	Iteration 21Q: 3 clusters Score -258328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -258334.578125 Penalty: 3907.000977
	Iteration 22Q: 3 clusters Score -258334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -258338.828125 Penalty: 3907.000977
	Iteration 23Q: 3 clusters Score -258338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -258340.046875 Penalty: 3907.000977
	Iteration 24Q: 3 clusters Score -258340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -258342.656250 Penalty: 3907.000977
	Iteration 25Q: 3 clusters Score -258342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -258343.265625 Penalty: 3907.000977
	Iteration 26Q: 3 clusters Score -258343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -258344.828125 Penalty: 3907.000977
	Iteration 27Q: 3 clusters Score -258344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -258345.296875 Penalty: 3907.000977
	Iteration 28Q: 3 clusters Score -258345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -258348.281250 Penalty: 3907.000977
	Iteration 29Q: 3 clusters Score -258348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -258355.828125 Penalty: 3907.000977
	Iteration 30Q: 3 clusters Score -258355.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -258361.406250 Penalty: 3907.000977
	Iteration 31Q: 3 clusters Score -258361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -258370.218750 Penalty: 3907.000977
	Iteration 32Q: 3 clusters Score -258370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -258378.968750 Penalty: 3907.000977
	Iteration 33Q: 3 clusters Score -258379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -258384.187500 Penalty: 3907.000977
	Iteration 34Q: 3 clusters Score -258384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -258391.578125 Penalty: 3907.000977
	Iteration 35Q: 3 clusters Score -258391.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -258395.015625 Penalty: 3907.000977
	Iteration 36Q: 3 clusters Score -258395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -258397.421875 Penalty: 3907.000977
	Iteration 37Q: 3 clusters Score -258397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -258399.578125 Penalty: 3907.000977
	Iteration 38Q: 3 clusters Score -258399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -258400.734375 Penalty: 3907.000977
	Iteration 39Q: 3 clusters Score -258400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -258405.046875 Penalty: 3907.000977
	Iteration 40F: 3 clusters Score -258405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -258411.937500 Penalty: 3907.000977
	Iteration 41Q: 3 clusters Score -258411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -258415.812500 Penalty: 3907.000977
	Iteration 42Q: 3 clusters Score -258415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -258422.250000 Penalty: 3907.000977
	Iteration 43Q: 3 clusters Score -258422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -258426.843750 Penalty: 3907.000977
	Iteration 44Q: 3 clusters Score -258426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -258432.500000 Penalty: 3907.000977
	Iteration 45Q: 3 clusters Score -258432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258435.562500 Penalty: 3907.000977
	Iteration 46Q: 3 clusters Score -258435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -258439.593750 Penalty: 3907.000977
	Iteration 47Q: 3 clusters Score -258439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -258440.453125 Penalty: 3907.000977
	Iteration 48Q: 3 clusters Score -258440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -258443.593750 Penalty: 3907.000977
	Iteration 49Q: 3 clusters Score -258443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -258447.671875 Penalty: 3907.000977
	Iteration 50Q: 3 clusters Score -258447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -258450.578125 Penalty: 3907.000977
	Iteration 51Q: 3 clusters Score -258450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -258457.031250 Penalty: 3907.000977
	Iteration 52Q: 3 clusters Score -258457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -258462.140625 Penalty: 3907.000977
	Iteration 53Q: 3 clusters Score -258462.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -258463.593750 Penalty: 3907.000977
	Iteration 54Q: 3 clusters Score -258463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -258465.734375 Penalty: 3907.000977
	Iteration 55Q: 3 clusters Score -258465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -258468.812500 Penalty: 3907.000977
	Iteration 56Q: 3 clusters Score -258468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -258472.140625 Penalty: 3907.000977
	Iteration 57Q: 3 clusters Score -258472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -258473.906250 Penalty: 3907.000977
	Iteration 58Q: 3 clusters Score -258473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -258474.750000 Penalty: 3907.000977
	Iteration 59Q: 3 clusters Score -258474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -258474.750000 Penalty: 3907.000977
	Iteration 60F: 3 clusters Score -258474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -258476.828125 Penalty: 3907.000977
	Iteration 61Q: 3 clusters Score -258476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -258478.421875 Penalty: 3907.000977
	Iteration 62Q: 3 clusters Score -258478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -258479.656250 Penalty: 3907.000977
	Iteration 63Q: 3 clusters Score -258479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -258480.203125 Penalty: 3907.000977
	Iteration 64Q: 3 clusters Score -258480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -258481.031250 Penalty: 3907.000977
	Iteration 65Q: 3 clusters Score -258481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -258481.031250 Penalty: 3907.000977
	Iteration 66F: 3 clusters Score -258481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 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 246 members 
Entering Unmasked Estep 
Score: -41782.738281 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41782.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42004.082031 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -42004.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42123.140625 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -42123.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42172.503906 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42204.203125 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42224.421875 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42224.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42229.261719 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42229.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42239.070312 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42239.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42247.156250 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42247.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42254.441406 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42254.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42264.437500 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42264.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42284.667969 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42284.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42289.902344 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42308.371094 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42308.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42335.347656 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42335.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42359.984375 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -42359.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42392.109375 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -42392.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42417.031250 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -42417.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42442.175781 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -42442.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42470.957031 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -42470.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42517.183594 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -42517.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42556.105469 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -42556.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42571.695312 Penalty: 3081.452637
	Iteration 22Q: 3 clusters Score -42571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42598.460938 Penalty: 3081.452637
	Iteration 23Q: 3 clusters Score -42598.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42630.902344 Penalty: 3081.452637
	Iteration 24Q: 3 clusters Score -42630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42666.054688 Penalty: 3081.452637
	Iteration 25Q: 3 clusters Score -42666.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42695.058594 Penalty: 3081.452637
	Iteration 26Q: 3 clusters Score -42695.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42765.820312 Penalty: 3081.452637
	Iteration 27Q: 3 clusters Score -42765.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42808.976562 Penalty: 3081.452637
	Iteration 28Q: 3 clusters Score -42808.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42834.855469 Penalty: 3081.452637
	Iteration 29Q: 3 clusters Score -42834.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42862.250000 Penalty: 3081.452637
	Iteration 30Q: 3 clusters Score -42862.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42880.707031 Penalty: 3081.452637
	Iteration 31Q: 3 clusters Score -42880.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42906.781250 Penalty: 3081.452637
	Iteration 32Q: 3 clusters Score -42906.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42937.480469 Penalty: 3081.452637
	Iteration 33Q: 3 clusters Score -42937.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42952.292969 Penalty: 3081.452637
	Iteration 34Q: 3 clusters Score -42952.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42974.304688 Penalty: 3081.452637
	Iteration 35Q: 3 clusters Score -42974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42991.804688 Penalty: 3081.452637
	Iteration 36Q: 3 clusters Score -42991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42998.261719 Penalty: 3081.452637
	Iteration 37Q: 3 clusters Score -42998.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43002.179688 Penalty: 3081.452637
	Iteration 38Q: 3 clusters Score -43002.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43007.226562 Penalty: 3081.452637
	Iteration 39F: 3 clusters Score -43007.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43022.058594 Penalty: 3081.452637
	Iteration 40F: 3 clusters Score -43022.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43031.113281 Penalty: 3081.452637
	Iteration 41Q: 3 clusters Score -43031.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43043.035156 Penalty: 3081.452637
	Iteration 42Q: 3 clusters Score -43043.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43079.703125 Penalty: 3081.452637
	Iteration 43Q: 3 clusters Score -43079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43109.058594 Penalty: 3081.452637
	Iteration 44Q: 3 clusters Score -43109.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43136.839844 Penalty: 3081.452637
	Iteration 45Q: 3 clusters Score -43136.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43136.839844 Penalty: 3081.452637
	Iteration 46F: 3 clusters Score -43136.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Entering Unmasked Estep 
Score: -4969211.500000 Penalty: 2663.541260
	Iteration 0F: 2 clusters Score -4969212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4937944.500000 Penalty: 5327.082520
	Iteration 0F: 3 clusters Score -4937944 nChanged 21357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4949702.500000 Penalty: 5327.082520
	Iteration 1F: 3 clusters Score -4949702 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4950350.000000 Penalty: 5327.082520
	Iteration 2Q: 3 clusters Score -4950350 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4951039.500000 Penalty: 5327.082520
	Iteration 3Q: 3 clusters Score -4951040 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4951771.000000 Penalty: 5327.082520
	Iteration 4Q: 3 clusters Score -4951771 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4952647.000000 Penalty: 5327.082520
	Iteration 5Q: 3 clusters Score -4952647 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4953699.000000 Penalty: 5327.082520
	Iteration 6Q: 3 clusters Score -4953699 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4954938.000000 Penalty: 5327.082520
	Iteration 7F: 3 clusters Score -4954938 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4956491.500000 Penalty: 5327.082520
	Iteration 8F: 3 clusters Score -4956492 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4958158.000000 Penalty: 5327.082520
	Iteration 9F: 3 clusters Score -4958158 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4959844.000000 Penalty: 5327.082520
	Iteration 10F: 3 clusters Score -4959844 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4961140.000000 Penalty: 5327.082520
	Iteration 11Q: 3 clusters Score -4961140 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4962075.000000 Penalty: 5327.082520
	Iteration 12Q: 3 clusters Score -4962075 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4962699.000000 Penalty: 5327.082520
	Iteration 13Q: 3 clusters Score -4962699 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4963199.000000 Penalty: 5327.082520
	Iteration 14Q: 3 clusters Score -4963199 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4963662.000000 Penalty: 5327.082520
	Iteration 15Q: 3 clusters Score -4963662 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4964072.000000 Penalty: 5327.082520
	Iteration 16Q: 3 clusters Score -4964072 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4964441.000000 Penalty: 5327.082520
	Iteration 17Q: 3 clusters Score -4964441 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4964759.000000 Penalty: 5327.082520
	Iteration 18Q: 3 clusters Score -4964759 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4965064.000000 Penalty: 5327.082520
	Iteration 19Q: 3 clusters Score -4965064 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4965309.000000 Penalty: 5327.082520
	Iteration 20F: 3 clusters Score -4965309 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4965555.500000 Penalty: 5327.082520
	Iteration 21Q: 3 clusters Score -4965556 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -4965777.500000 Penalty: 5327.082520
	Iteration 22Q: 3 clusters Score -4965778 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4965960.000000 Penalty: 5327.082520
	Iteration 23Q: 3 clusters Score -4965960 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4966163.000000 Penalty: 5327.082520
	Iteration 24Q: 3 clusters Score -4966163 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4966297.500000 Penalty: 5327.082520
	Iteration 25Q: 3 clusters Score -4966298 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -4966434.000000 Penalty: 5327.082520
	Iteration 26Q: 3 clusters Score -4966434 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -4966554.000000 Penalty: 5327.082520
	Iteration 27Q: 3 clusters Score -4966554 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -4966671.500000 Penalty: 5327.082520
	Iteration 28Q: 3 clusters Score -4966672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -4966769.500000 Penalty: 5327.082520
	Iteration 29Q: 3 clusters Score -4966770 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -4966809.500000 Penalty: 5327.082520
	Iteration 30Q: 3 clusters Score -4966810 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4966892.500000 Penalty: 5327.082520
	Iteration 31Q: 3 clusters Score -4966892 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -4966960.500000 Penalty: 5327.082520
	Iteration 32Q: 3 clusters Score -4966960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4967011.000000 Penalty: 5327.082520
	Iteration 33Q: 3 clusters Score -4967011 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -4967062.000000 Penalty: 5327.082520
	Iteration 34Q: 3 clusters Score -4967062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -4967083.500000 Penalty: 5327.082520
	Iteration 35Q: 3 clusters Score -4967084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -4967130.000000 Penalty: 5327.082520
	Iteration 36Q: 3 clusters Score -4967130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -4967165.000000 Penalty: 5327.082520
	Iteration 37Q: 3 clusters Score -4967165 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -4967176.500000 Penalty: 5327.082520
	Iteration 38Q: 3 clusters Score -4967176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4967219.500000 Penalty: 5327.082520
	Iteration 39Q: 3 clusters Score -4967220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -4967257.500000 Penalty: 5327.082520
	Iteration 40F: 3 clusters Score -4967258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -4967302.000000 Penalty: 5327.082520
	Iteration 41Q: 3 clusters Score -4967302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -4967331.000000 Penalty: 5327.082520
	Iteration 42Q: 3 clusters Score -4967331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -4967328.500000 Penalty: 5327.082520
	Iteration 43Q: 3 clusters Score -4967328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -4967341.000000 Penalty: 5327.082520
	Iteration 44Q: 3 clusters Score -4967341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -4967362.000000 Penalty: 5327.082520
	Iteration 45Q: 3 clusters Score -4967362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -4967376.000000 Penalty: 5327.082520
	Iteration 46Q: 3 clusters Score -4967376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -4967379.000000 Penalty: 5327.082520
	Iteration 47Q: 3 clusters Score -4967379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -4967392.000000 Penalty: 5327.082520
	Iteration 48Q: 3 clusters Score -4967392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -4967407.000000 Penalty: 5327.082520
	Iteration 49Q: 3 clusters Score -4967407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -4967418.000000 Penalty: 5327.082520
	Iteration 50Q: 3 clusters Score -4967418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -4967427.500000 Penalty: 5327.082520
	Iteration 51Q: 3 clusters Score -4967428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -4967441.500000 Penalty: 5327.082520
	Iteration 52Q: 3 clusters Score -4967442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -4967463.000000 Penalty: 5327.082520
	Iteration 53Q: 3 clusters Score -4967463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4967474.500000 Penalty: 5327.082520
	Iteration 54Q: 3 clusters Score -4967474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -4967498.500000 Penalty: 5327.082520
	Iteration 55Q: 3 clusters Score -4967498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -4967511.000000 Penalty: 5327.082520
	Iteration 56Q: 3 clusters Score -4967511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -4967520.500000 Penalty: 5327.082520
	Iteration 57Q: 3 clusters Score -4967520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -4967522.500000 Penalty: 5327.082520
	Iteration 58Q: 3 clusters Score -4967522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -4967540.000000 Penalty: 5327.082520
	Iteration 59Q: 3 clusters Score -4967540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -4967540.000000 Penalty: 5327.082520
	Iteration 60F: 3 clusters Score -4967540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -4967546.000000 Penalty: 5327.082520
	Iteration 61Q: 3 clusters Score -4967546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -4967554.500000 Penalty: 5327.082520
	Iteration 62Q: 3 clusters Score -4967554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -4967554.500000 Penalty: 5327.082520
	Iteration 63Q: 3 clusters Score -4967554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -4967566.500000 Penalty: 5327.082520
	Iteration 64Q: 3 clusters Score -4967566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -4967567.000000 Penalty: 5327.082520
	Iteration 65Q: 3 clusters Score -4967567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -4967564.000000 Penalty: 5327.082520
	Iteration 66Q: 3 clusters Score -4967564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -4967572.000000 Penalty: 5327.082520
	Iteration 67Q: 3 clusters Score -4967572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -4967578.500000 Penalty: 5327.082520
	Iteration 68Q: 3 clusters Score -4967578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -4967570.000000 Penalty: 5327.082520
	Iteration 69Q: 3 clusters Score -4967570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -4967571.000000 Penalty: 5327.082520
	Iteration 70Q: 3 clusters Score -4967571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -4967577.500000 Penalty: 5327.082520
	Iteration 71Q: 3 clusters Score -4967578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -4967583.500000 Penalty: 5327.082520
	Iteration 72Q: 3 clusters Score -4967584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -4967586.000000 Penalty: 5327.082520
	Iteration 73Q: 3 clusters Score -4967586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -4967584.500000 Penalty: 5327.082520
	Iteration 74Q: 3 clusters Score -4967584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -4967588.000000 Penalty: 5327.082520
	Iteration 75Q: 3 clusters Score -4967588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -4967588.000000 Penalty: 5327.082520
	Iteration 76F: 3 clusters Score -4967588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (323941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323941 members 
Entering Unmasked Estep 
Score: -34409608.000000 Penalty: 3146.702393
	Iteration 0F: 2 clusters Score -3.440961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161475 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -34201588.000000 Penalty: 6293.404785
	Iteration 0F: 3 clusters Score -3.420159e+07 nChanged 157071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149744 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -34295068.000000 Penalty: 6293.404785
	Iteration 1F: 3 clusters Score -3.429507e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 180995 members 
Entering Unmasked Estep 
Score: -34297856.000000 Penalty: 6293.404785
	Iteration 2Q: 3 clusters Score -3.429786e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 190927 members 
Entering Unmasked Estep 
Score: -34302760.000000 Penalty: 6293.404785
	Iteration 3Q: 3 clusters Score -3.430276e+07 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 204815 members 
Entering Unmasked Estep 
Score: -34310736.000000 Penalty: 6293.404785
	Iteration 4F: 3 clusters Score -3.431074e+07 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 222459 members 
Entering Unmasked Estep 
Score: -34322852.000000 Penalty: 6293.404785
	Iteration 5F: 3 clusters Score -3.432285e+07 nChanged 21928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 242077 members 
Entering Unmasked Estep 
Score: -34338656.000000 Penalty: 6293.404785
	Iteration 6F: 3 clusters Score -3.433866e+07 nChanged 20674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 260545 members 
Entering Unmasked Estep 
Score: -34355508.000000 Penalty: 6293.404785
	Iteration 7F: 3 clusters Score -3.435551e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 274342 members 
Entering Unmasked Estep 
Score: -34369456.000000 Penalty: 6293.404785
	Iteration 8F: 3 clusters Score -3.436946e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 283050 members 
Entering Unmasked Estep 
Score: -34378612.000000 Penalty: 6293.404785
	Iteration 9Q: 3 clusters Score -3.437861e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 288192 members 
Entering Unmasked Estep 
Score: -34383956.000000 Penalty: 6293.404785
	Iteration 10Q: 3 clusters Score -3.438396e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 291843 members 
Entering Unmasked Estep 
Score: -34386960.000000 Penalty: 6293.404785
	Iteration 11Q: 3 clusters Score -3.438696e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 294909 members 
Entering Unmasked Estep 
Score: -34389084.000000 Penalty: 6293.404785
	Iteration 12Q: 3 clusters Score -3.438908e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 297699 members 
Entering Unmasked Estep 
Score: -34390508.000000 Penalty: 6293.404785
	Iteration 13Q: 3 clusters Score -3.439051e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 300375 members 
Entering Unmasked Estep 
Score: -34391964.000000 Penalty: 6293.404785
	Iteration 14Q: 3 clusters Score -3.439196e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 302917 members 
Entering Unmasked Estep 
Score: -34393392.000000 Penalty: 6293.404785
	Iteration 15Q: 3 clusters Score -3.439339e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 305312 members 
Entering Unmasked Estep 
Score: -34394736.000000 Penalty: 6293.404785
	Iteration 16Q: 3 clusters Score -3.439474e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 307575 members 
Entering Unmasked Estep 
Score: -34396188.000000 Penalty: 6293.404785
	Iteration 17Q: 3 clusters Score -3.439619e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 309583 members 
Entering Unmasked Estep 
Score: -34397460.000000 Penalty: 6293.404785
	Iteration 18Q: 3 clusters Score -3.439746e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 311360 members 
Entering Unmasked Estep 
Score: -34398568.000000 Penalty: 6293.404785
	Iteration 19Q: 3 clusters Score -3.439857e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 313056 members 
Entering Unmasked Estep 
Score: -34399776.000000 Penalty: 6293.404785
	Iteration 20F: 3 clusters Score -3.439978e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 314545 members 
Entering Unmasked Estep 
Score: -34400836.000000 Penalty: 6293.404785
	Iteration 21Q: 3 clusters Score -3.440084e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 315839 members 
Entering Unmasked Estep 
Score: -34401644.000000 Penalty: 6293.404785
	Iteration 22Q: 3 clusters Score -3.440164e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 316906 members 
Entering Unmasked Estep 
Score: -34402448.000000 Penalty: 6293.404785
	Iteration 23Q: 3 clusters Score -3.440245e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 317853 members 
Entering Unmasked Estep 
Score: -34403280.000000 Penalty: 6293.404785
	Iteration 24Q: 3 clusters Score -3.440328e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 318649 members 
Entering Unmasked Estep 
Score: -34403732.000000 Penalty: 6293.404785
	Iteration 25Q: 3 clusters Score -3.440373e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 319296 members 
Entering Unmasked Estep 
Score: -34404284.000000 Penalty: 6293.404785
	Iteration 26Q: 3 clusters Score -3.440428e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 319852 members 
Entering Unmasked Estep 
Score: -34404776.000000 Penalty: 6293.404785
	Iteration 27Q: 3 clusters Score -3.440478e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 320327 members 
Entering Unmasked Estep 
Score: -34405152.000000 Penalty: 6293.404785
	Iteration 28Q: 3 clusters Score -3.440515e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 320742 members 
Entering Unmasked Estep 
Score: -34405496.000000 Penalty: 6293.404785
	Iteration 29Q: 3 clusters Score -3.44055e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 321087 members 
Entering Unmasked Estep 
Score: -34405788.000000 Penalty: 6293.404785
	Iteration 30Q: 3 clusters Score -3.440579e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 321376 members 
Entering Unmasked Estep 
Score: -34406004.000000 Penalty: 6293.404785
	Iteration 31Q: 3 clusters Score -3.4406e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 321606 members 
Entering Unmasked Estep 
Score: -34406144.000000 Penalty: 6293.404785
	Iteration 32Q: 3 clusters Score -3.440614e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 321790 members 
Entering Unmasked Estep 
Score: -34406316.000000 Penalty: 6293.404785
	Iteration 33Q: 3 clusters Score -3.440632e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 321931 members 
Entering Unmasked Estep 
Score: -34406420.000000 Penalty: 6293.404785
	Iteration 34Q: 3 clusters Score -3.440642e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 322059 members 
Entering Unmasked Estep 
Score: -34406496.000000 Penalty: 6293.404785
	Iteration 35Q: 3 clusters Score -3.44065e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 322155 members 
Entering Unmasked Estep 
Score: -34406552.000000 Penalty: 6293.404785
	Iteration 36Q: 3 clusters Score -3.440655e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 322241 members 
Entering Unmasked Estep 
Score: -34406576.000000 Penalty: 6293.404785
	Iteration 37Q: 3 clusters Score -3.440658e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 322308 members 
Entering Unmasked Estep 
Score: -34406604.000000 Penalty: 6293.404785
	Iteration 38Q: 3 clusters Score -3.44066e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 322362 members 
Entering Unmasked Estep 
Score: -34406612.000000 Penalty: 6293.404785
	Iteration 39Q: 3 clusters Score -3.440661e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 322404 members 
Entering Unmasked Estep 
Score: -34406644.000000 Penalty: 6293.404785
	Iteration 40F: 3 clusters Score -3.440664e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 322437 members 
Entering Unmasked Estep 
Score: -34406644.000000 Penalty: 6293.404785
	Iteration 41Q: 3 clusters Score -3.440664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 322467 members 
Entering Unmasked Estep 
Score: -34406684.000000 Penalty: 6293.404785
	Iteration 42Q: 3 clusters Score -3.440668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 322489 members 
Entering Unmasked Estep 
Score: -34406668.000000 Penalty: 6293.404785
	Iteration 43Q: 3 clusters Score -3.440667e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 322512 members 
Entering Unmasked Estep 
Score: -34406676.000000 Penalty: 6293.404785
	Iteration 44Q: 3 clusters Score -3.440668e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 322533 members 
Entering Unmasked Estep 
Score: -34406696.000000 Penalty: 6293.404785
	Iteration 45Q: 3 clusters Score -3.44067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 322554 members 
Entering Unmasked Estep 
Score: -34406732.000000 Penalty: 6293.404785
	Iteration 46Q: 3 clusters Score -3.440673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 322576 members 
Entering Unmasked Estep 
Score: -34406764.000000 Penalty: 6293.404785
	Iteration 47Q: 3 clusters Score -3.440676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 322595 members 
Entering Unmasked Estep 
Score: -34406788.000000 Penalty: 6293.404785
	Iteration 48Q: 3 clusters Score -3.440679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 322611 members 
Entering Unmasked Estep 
Score: -34406812.000000 Penalty: 6293.404785
	Iteration 49Q: 3 clusters Score -3.440681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 322628 members 
Entering Unmasked Estep 
Score: -34406792.000000 Penalty: 6293.404785
	Iteration 50Q: 3 clusters Score -3.440679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 322638 members 
Entering Unmasked Estep 
Score: -34406840.000000 Penalty: 6293.404785
	Iteration 51Q: 3 clusters Score -3.440684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 322648 members 
Entering Unmasked Estep 
Score: -34406832.000000 Penalty: 6293.404785
	Iteration 52Q: 3 clusters Score -3.440683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 322656 members 
Entering Unmasked Estep 
Score: -34406844.000000 Penalty: 6293.404785
	Iteration 53Q: 3 clusters Score -3.440684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 322662 members 
Entering Unmasked Estep 
Score: -34406856.000000 Penalty: 6293.404785
	Iteration 54Q: 3 clusters Score -3.440686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 322664 members 
Entering Unmasked Estep 
Score: -34406864.000000 Penalty: 6293.404785
	Iteration 55Q: 3 clusters Score -3.440686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 322667 members 
Entering Unmasked Estep 
Score: -34406844.000000 Penalty: 6293.404785
	Iteration 56Q: 3 clusters Score -3.440684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 322672 members 
Entering Unmasked Estep 
Score: -34406848.000000 Penalty: 6293.404785
	Iteration 57Q: 3 clusters Score -3.440685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 322674 members 
Entering Unmasked Estep 
Score: -34406840.000000 Penalty: 6293.404785
	Iteration 58Q: 3 clusters Score -3.440684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 322679 members 
Entering Unmasked Estep 
Score: -34406856.000000 Penalty: 6293.404785
	Iteration 59Q: 3 clusters Score -3.440686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 322686 members 
Entering Unmasked Estep 
Score: -34406856.000000 Penalty: 6293.404785
	Iteration 60F: 3 clusters Score -3.440686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 322690 members 
Entering Unmasked Estep 
Score: -34406872.000000 Penalty: 6293.404785
	Iteration 61Q: 3 clusters Score -3.440687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 322694 members 
Entering Unmasked Estep 
Score: -34406872.000000 Penalty: 6293.404785
	Iteration 62Q: 3 clusters Score -3.440687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 322695 members 
Entering Unmasked Estep 
Score: -34406868.000000 Penalty: 6293.404785
	Iteration 63Q: 3 clusters Score -3.440687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 322697 members 
Entering Unmasked Estep 
Score: -34406868.000000 Penalty: 6293.404785
	Iteration 64Q: 3 clusters Score -3.440687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 322701 members 
Entering Unmasked Estep 
Score: -34406868.000000 Penalty: 6293.404785
	Iteration 65Q: 3 clusters Score -3.440687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 322706 members 
Entering Unmasked Estep 
Score: -34406860.000000 Penalty: 6293.404785
	Iteration 66Q: 3 clusters Score -3.440686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 322713 members 
Entering Unmasked Estep 
Score: -34406852.000000 Penalty: 6293.404785
	Iteration 67Q: 3 clusters Score -3.440685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 322724 members 
Entering Unmasked Estep 
Score: -34406840.000000 Penalty: 6293.404785
	Iteration 68Q: 3 clusters Score -3.440684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 322731 members 
Entering Unmasked Estep 
Score: -34406864.000000 Penalty: 6293.404785
	Iteration 69Q: 3 clusters Score -3.440686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 322738 members 
Entering Unmasked Estep 
Score: -34406852.000000 Penalty: 6293.404785
	Iteration 70Q: 3 clusters Score -3.440685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 322745 members 
Entering Unmasked Estep 
Score: -34406868.000000 Penalty: 6293.404785
	Iteration 71Q: 3 clusters Score -3.440687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 322749 members 
Entering Unmasked Estep 
Score: -34406884.000000 Penalty: 6293.404785
	Iteration 72Q: 3 clusters Score -3.440688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 322753 members 
Entering Unmasked Estep 
Score: -34406916.000000 Penalty: 6293.404785
	Iteration 73Q: 3 clusters Score -3.440692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 322754 members 
Entering Unmasked Estep 
Score: -34406896.000000 Penalty: 6293.404785
	Iteration 74Q: 3 clusters Score -3.44069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 322754 members 
Entering Unmasked Estep 
Score: -34406896.000000 Penalty: 6293.404785
	Iteration 75F: 3 clusters Score -3.44069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45198.300781 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45198.3 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 232 members 
Entering Unmasked Estep 
Score: -43723.199219 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -43723.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43902.617188 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -43902.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43972.828125 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -43972.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44002.085938 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44002.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44018.285156 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44018.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44037.632812 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44037.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44053.324219 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44053.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44060.960938 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44060.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44063.718750 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44063.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44063.718750 Penalty: 3066.314209
	Iteration 9F: 3 clusters Score -44063.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -107370.390625 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -107370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105342.617188 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -105342.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105685.617188 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -105685.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105783.437500 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -105783.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105827.640625 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -105827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -105850.023438 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -105850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105870.773438 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -105870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105894.632812 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -105894.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105908.976562 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -105909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105915.414062 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -105915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105920.242188 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -105920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105924.843750 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -105924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105932.468750 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -105932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105940.671875 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -105940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105946.539062 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -105946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105954.359375 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -105954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105959.000000 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -105959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105960.250000 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -105960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105961.757812 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -105961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105963.765625 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -105963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105965.718750 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -105965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105966.359375 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -105966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105967.226562 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -105967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105967.226562 Penalty: 3479.793213
	Iteration 22F: 3 clusters Score -105967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78195.234375 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78195.23 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78542.710938 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78542.71 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78714.843750 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78714.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78824.414062 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -78824.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78969.406250 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -78969.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79198.625000 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -79198.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79291.601562 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -79291.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79401.125000 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79401.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79563.882812 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79563.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79767.250000 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79767.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79956.007812 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -79956.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80050.898438 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -80050.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80095.945312 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -80095.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80109.500000 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -80109.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -80123.820312 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80123.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -80129.289062 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80129.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80137.914062 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80137.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80142.265625 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80142.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80145.679688 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80145.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80146.421875 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80146.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80147.171875 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80147.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 186172 members 
Mstep: Class 3 contains 274412 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 29571 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 35323 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60429 members 
Mstep: Class 13 contains 20936 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 415009 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46170 members 
Mstep: Class 21 contains 323941 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 419 members 
Mstep: Class 25 contains 485 members 
Entering Unmasked Estep 
Score: -158367360.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158369184.000000 to -158367360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 186172 members 
Mstep: Class 3 contains 274412 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 29571 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 35323 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60429 members 
Mstep: Class 13 contains 20936 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 415009 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46170 members 
Mstep: Class 21 contains 323941 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369152.000000 Penalty: 84740.203125
Iteration 119Q: 25 clusters Score -1.583692e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 186293 members 
Mstep: Class 3 contains 274187 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 29578 members 
Mstep: Class 9 contains 2988 members 
Mstep: Class 10 contains 35326 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 60476 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 415021 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46166 members 
Mstep: Class 21 contains 323957 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370016.000000 Penalty: 84740.203125
Iteration 120F: 25 clusters Score -1.5837e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 186440 members 
Mstep: Class 3 contains 273972 members 
Mstep: Class 4 contains 9730 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29585 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35326 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 60526 members 
Mstep: Class 13 contains 20885 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11643 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414995 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 323990 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370512.000000 Penalty: 84740.203125
Iteration 121Q: 25 clusters Score -1.583705e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 186576 members 
Mstep: Class 3 contains 273773 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28816 members 
Mstep: Class 8 contains 29584 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35331 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60579 members 
Mstep: Class 13 contains 20851 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11660 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414983 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46167 members 
Mstep: Class 21 contains 323993 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370432.000000 Penalty: 84740.203125
Iteration 122Q: 25 clusters Score -1.583704e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 186710 members 
Mstep: Class 3 contains 273586 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28818 members 
Mstep: Class 8 contains 29592 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35337 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60636 members 
Mstep: Class 13 contains 20809 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11675 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414958 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 324007 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370400.000000 Penalty: 84740.203125
Iteration 123Q: 25 clusters Score -1.583704e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 186828 members 
Mstep: Class 3 contains 273396 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28819 members 
Mstep: Class 8 contains 29601 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35331 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60681 members 
Mstep: Class 13 contains 20783 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11688 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414951 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 324027 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370576.000000 Penalty: 84740.203125
Iteration 124Q: 25 clusters Score -1.583706e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 186951 members 
Mstep: Class 3 contains 273223 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 8230 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29614 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35330 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60731 members 
Mstep: Class 13 contains 20744 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11693 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414950 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46167 members 
Mstep: Class 21 contains 324040 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370560.000000 Penalty: 84740.203125
Iteration 125Q: 25 clusters Score -1.583706e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 187117 members 
Mstep: Class 3 contains 273039 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29622 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35327 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60783 members 
Mstep: Class 13 contains 20708 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 11700 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414944 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 324033 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370768.000000 Penalty: 84740.203125
Iteration 126Q: 25 clusters Score -1.583708e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 187287 members 
Mstep: Class 3 contains 272873 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29634 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35325 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60837 members 
Mstep: Class 13 contains 20671 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414922 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46171 members 
Mstep: Class 21 contains 324002 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370768.000000 Penalty: 84740.203125
Iteration 127Q: 25 clusters Score -1.583708e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 187423 members 
Mstep: Class 3 contains 272715 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29642 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35329 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60893 members 
Mstep: Class 13 contains 20627 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414925 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323988 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370656.000000 Penalty: 84740.203125
Iteration 128Q: 25 clusters Score -1.583707e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 187555 members 
Mstep: Class 3 contains 272572 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29654 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35330 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60954 members 
Mstep: Class 13 contains 20584 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414901 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323969 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370880.000000 Penalty: 84740.203125
Iteration 129Q: 25 clusters Score -1.583709e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 187673 members 
Mstep: Class 3 contains 272440 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 8138 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29656 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35339 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60993 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414895 members 
Mstep: Class 18 contains 2676 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323947 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370928.000000 Penalty: 84740.203125
Iteration 130Q: 25 clusters Score -1.583709e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 187821 members 
Mstep: Class 3 contains 272273 members 
Mstep: Class 4 contains 9730 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 29658 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35340 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61032 members 
Mstep: Class 13 contains 20518 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11760 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414915 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323925 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370912.000000 Penalty: 84740.203125
Iteration 131Q: 25 clusters Score -1.583709e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 187966 members 
Mstep: Class 3 contains 272097 members 
Mstep: Class 4 contains 9727 members 
Mstep: Class 5 contains 8101 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 29662 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61069 members 
Mstep: Class 13 contains 20485 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414920 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 323904 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370928.000000 Penalty: 84740.203125
Iteration 132Q: 25 clusters Score -1.583709e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 188114 members 
Mstep: Class 3 contains 271933 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29670 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35351 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61111 members 
Mstep: Class 13 contains 20451 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414917 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323876 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370880.000000 Penalty: 84740.203125
Iteration 133Q: 25 clusters Score -1.583709e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 188243 members 
Mstep: Class 3 contains 271777 members 
Mstep: Class 4 contains 9727 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29672 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61152 members 
Mstep: Class 13 contains 20427 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414923 members 
Mstep: Class 18 contains 2693 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323859 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371072.000000 Penalty: 84740.203125
Iteration 134Q: 25 clusters Score -1.583711e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 188360 members 
Mstep: Class 3 contains 271648 members 
Mstep: Class 4 contains 9730 members 
Mstep: Class 5 contains 8065 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29666 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35351 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61184 members 
Mstep: Class 13 contains 20404 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414927 members 
Mstep: Class 18 contains 2700 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46177 members 
Mstep: Class 21 contains 323835 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371088.000000 Penalty: 84740.203125
Iteration 135Q: 25 clusters Score -1.583711e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 188474 members 
Mstep: Class 3 contains 271518 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29664 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35345 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61207 members 
Mstep: Class 13 contains 20388 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11850 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414925 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 323810 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371056.000000 Penalty: 84740.203125
Iteration 136Q: 25 clusters Score -1.583711e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 188585 members 
Mstep: Class 3 contains 271407 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29665 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35344 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61231 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414906 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 323792 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371152.000000 Penalty: 84740.203125
Iteration 137Q: 25 clusters Score -1.583712e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 188711 members 
Mstep: Class 3 contains 271306 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 8002 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28820 members 
Mstep: Class 8 contains 29665 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35351 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61265 members 
Mstep: Class 13 contains 20355 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414899 members 
Mstep: Class 18 contains 2735 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 323731 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371072.000000 Penalty: 84740.203125
Iteration 138Q: 25 clusters Score -1.583711e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 188814 members 
Mstep: Class 3 contains 271223 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 29663 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61307 members 
Mstep: Class 13 contains 20327 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 11902 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414882 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46182 members 
Mstep: Class 21 contains 323674 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371120.000000 Penalty: 84740.203125
Iteration 139Q: 25 clusters Score -1.583711e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 188917 members 
Mstep: Class 3 contains 271150 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 29662 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61347 members 
Mstep: Class 13 contains 20302 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414858 members 
Mstep: Class 18 contains 2750 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 323631 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371552.000000 Penalty: 84740.203125
Iteration 140F: 25 clusters Score -1.583716e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 189020 members 
Mstep: Class 3 contains 271075 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 29656 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35365 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61385 members 
Mstep: Class 13 contains 20279 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414853 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323592 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371376.000000 Penalty: 84740.203125
Iteration 141Q: 25 clusters Score -1.583714e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 189122 members 
Mstep: Class 3 contains 270983 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28815 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35372 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61407 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414835 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46178 members 
Mstep: Class 21 contains 323569 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371312.000000 Penalty: 84740.203125
Iteration 142Q: 25 clusters Score -1.583713e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 189197 members 
Mstep: Class 3 contains 270882 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 29649 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35377 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61448 members 
Mstep: Class 13 contains 20243 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414825 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 323572 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371344.000000 Penalty: 84740.203125
Iteration 143Q: 25 clusters Score -1.583713e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 189283 members 
Mstep: Class 3 contains 270798 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28812 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35374 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61489 members 
Mstep: Class 13 contains 20215 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 11965 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414807 members 
Mstep: Class 18 contains 2783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323577 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371280.000000 Penalty: 84740.203125
Iteration 144Q: 25 clusters Score -1.583713e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 189360 members 
Mstep: Class 3 contains 270736 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7860 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28816 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35368 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61536 members 
Mstep: Class 13 contains 20181 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 11976 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414787 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323576 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371184.000000 Penalty: 84740.203125
Iteration 145Q: 25 clusters Score -1.583712e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 189435 members 
Mstep: Class 3 contains 270670 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 7832 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28819 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35367 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61592 members 
Mstep: Class 13 contains 20144 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 11990 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414767 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 323569 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371312.000000 Penalty: 84740.203125
Iteration 146Q: 25 clusters Score -1.583713e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 189503 members 
Mstep: Class 3 contains 270589 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 7805 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61652 members 
Mstep: Class 13 contains 20113 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 12003 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414749 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 323564 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371312.000000 Penalty: 84740.203125
Iteration 147Q: 25 clusters Score -1.583713e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 189559 members 
Mstep: Class 3 contains 270526 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 29641 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35358 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61702 members 
Mstep: Class 13 contains 20089 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12011 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414724 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46178 members 
Mstep: Class 21 contains 323563 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371408.000000 Penalty: 84740.203125
Iteration 148Q: 25 clusters Score -1.583714e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 189628 members 
Mstep: Class 3 contains 270473 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 29638 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61744 members 
Mstep: Class 13 contains 20075 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414692 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323567 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371328.000000 Penalty: 84740.203125
Iteration 149Q: 25 clusters Score -1.583713e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 189699 members 
Mstep: Class 3 contains 270423 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29641 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61790 members 
Mstep: Class 13 contains 20050 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414663 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46171 members 
Mstep: Class 21 contains 323556 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371440.000000 Penalty: 84740.203125
Iteration 150Q: 25 clusters Score -1.583714e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 189782 members 
Mstep: Class 3 contains 270363 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29641 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35350 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61825 members 
Mstep: Class 13 contains 20020 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414631 members 
Mstep: Class 18 contains 2833 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 323544 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371360.000000 Penalty: 84740.203125
Iteration 151Q: 25 clusters Score -1.583714e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 189852 members 
Mstep: Class 3 contains 270322 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35349 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61877 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414589 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323528 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371136.000000 Penalty: 84740.203125
Iteration 152Q: 25 clusters Score -1.583711e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 189919 members 
Mstep: Class 3 contains 270275 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29642 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35346 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61928 members 
Mstep: Class 13 contains 19953 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414559 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 323517 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371200.000000 Penalty: 84740.203125
Iteration 153Q: 25 clusters Score -1.583712e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 189974 members 
Mstep: Class 3 contains 270229 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35348 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 61980 members 
Mstep: Class 13 contains 19922 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414526 members 
Mstep: Class 18 contains 2848 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323512 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371088.000000 Penalty: 84740.203125
Iteration 154Q: 25 clusters Score -1.583711e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 190034 members 
Mstep: Class 3 contains 270173 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62015 members 
Mstep: Class 13 contains 19891 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414495 members 
Mstep: Class 18 contains 2852 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 323506 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371120.000000 Penalty: 84740.203125
Iteration 155Q: 25 clusters Score -1.583711e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 190086 members 
Mstep: Class 3 contains 270127 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62060 members 
Mstep: Class 13 contains 19866 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12111 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414469 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46166 members 
Mstep: Class 21 contains 323512 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371344.000000 Penalty: 84740.203125
Iteration 156Q: 25 clusters Score -1.583713e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 190130 members 
Mstep: Class 3 contains 270098 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 7600 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35360 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62115 members 
Mstep: Class 13 contains 19829 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12120 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414424 members 
Mstep: Class 18 contains 2858 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 323518 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371424.000000 Penalty: 84740.203125
Iteration 157Q: 25 clusters Score -1.583714e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 190166 members 
Mstep: Class 3 contains 270060 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35361 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62163 members 
Mstep: Class 13 contains 19793 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12132 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414401 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323523 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 84740.203125
Iteration 158Q: 25 clusters Score -1.583716e+08 nChanged 276
Entering ConstructFrom: 
Score: -158371600.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (61186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Entering Unmasked Estep 
Score: -6595974.000000 Penalty: 2733.375244
	Iteration 0F: 2 clusters Score -6595974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -6554767.000000 Penalty: 5466.750488
	Iteration 0F: 3 clusters Score -6554767 nChanged 28403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6570909.500000 Penalty: 5466.750488
	Iteration 1F: 3 clusters Score -6570910 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -6571544.500000 Penalty: 5466.750488
	Iteration 2Q: 3 clusters Score -6571544 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -6572160.500000 Penalty: 5466.750488
	Iteration 3Q: 3 clusters Score -6572160 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -6572867.000000 Penalty: 5466.750488
	Iteration 4Q: 3 clusters Score -6572867 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6573700.000000 Penalty: 5466.750488
	Iteration 5Q: 3 clusters Score -6573700 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -6574727.500000 Penalty: 5466.750488
	Iteration 6Q: 3 clusters Score -6574728 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6575957.500000 Penalty: 5466.750488
	Iteration 7Q: 3 clusters Score -6575958 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6577359.000000 Penalty: 5466.750488
	Iteration 8Q: 3 clusters Score -6577359 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -6578831.500000 Penalty: 5466.750488
	Iteration 9Q: 3 clusters Score -6578832 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -6580504.500000 Penalty: 5466.750488
	Iteration 10Q: 3 clusters Score -6580504 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -6582134.500000 Penalty: 5466.750488
	Iteration 11Q: 3 clusters Score -6582134 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -6583783.500000 Penalty: 5466.750488
	Iteration 12Q: 3 clusters Score -6583784 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -6585300.000000 Penalty: 5466.750488
	Iteration 13Q: 3 clusters Score -6585300 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -6586810.000000 Penalty: 5466.750488
	Iteration 14Q: 3 clusters Score -6586810 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -6588244.500000 Penalty: 5466.750488
	Iteration 15Q: 3 clusters Score -6588244 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -6589421.500000 Penalty: 5466.750488
	Iteration 16Q: 3 clusters Score -6589422 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -6590365.500000 Penalty: 5466.750488
	Iteration 17Q: 3 clusters Score -6590366 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -6590970.000000 Penalty: 5466.750488
	Iteration 18Q: 3 clusters Score -6590970 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -6591441.000000 Penalty: 5466.750488
	Iteration 19Q: 3 clusters Score -6591441 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6591900.500000 Penalty: 5466.750488
	Iteration 20F: 3 clusters Score -6591900 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6592271.500000 Penalty: 5466.750488
	Iteration 21Q: 3 clusters Score -6592272 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6592544.000000 Penalty: 5466.750488
	Iteration 22Q: 3 clusters Score -6592544 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6592774.500000 Penalty: 5466.750488
	Iteration 23Q: 3 clusters Score -6592774 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6592945.500000 Penalty: 5466.750488
	Iteration 24Q: 3 clusters Score -6592946 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6593094.500000 Penalty: 5466.750488
	Iteration 25Q: 3 clusters Score -6593094 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6593202.500000 Penalty: 5466.750488
	Iteration 26Q: 3 clusters Score -6593202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6593285.000000 Penalty: 5466.750488
	Iteration 27Q: 3 clusters Score -6593285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6593358.500000 Penalty: 5466.750488
	Iteration 28Q: 3 clusters Score -6593358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6593400.000000 Penalty: 5466.750488
	Iteration 29Q: 3 clusters Score -6593400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6593441.000000 Penalty: 5466.750488
	Iteration 30Q: 3 clusters Score -6593441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6593472.500000 Penalty: 5466.750488
	Iteration 31Q: 3 clusters Score -6593472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6593513.500000 Penalty: 5466.750488
	Iteration 32Q: 3 clusters Score -6593514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6593539.500000 Penalty: 5466.750488
	Iteration 33Q: 3 clusters Score -6593540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6593555.500000 Penalty: 5466.750488
	Iteration 34Q: 3 clusters Score -6593556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6593574.500000 Penalty: 5466.750488
	Iteration 35Q: 3 clusters Score -6593574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6593581.000000 Penalty: 5466.750488
	Iteration 36Q: 3 clusters Score -6593581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6593581.500000 Penalty: 5466.750488
	Iteration 37Q: 3 clusters Score -6593582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6593587.500000 Penalty: 5466.750488
	Iteration 38Q: 3 clusters Score -6593588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6593593.000000 Penalty: 5466.750488
	Iteration 39Q: 3 clusters Score -6593593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6593596.000000 Penalty: 5466.750488
	Iteration 40F: 3 clusters Score -6593596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6593598.500000 Penalty: 5466.750488
	Iteration 41Q: 3 clusters Score -6593598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6593605.000000 Penalty: 5466.750488
	Iteration 42Q: 3 clusters Score -6593605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6593609.500000 Penalty: 5466.750488
	Iteration 43Q: 3 clusters Score -6593610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6593615.500000 Penalty: 5466.750488
	Iteration 44Q: 3 clusters Score -6593616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6593622.500000 Penalty: 5466.750488
	Iteration 45Q: 3 clusters Score -6593622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6593626.500000 Penalty: 5466.750488
	Iteration 46Q: 3 clusters Score -6593626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6593630.500000 Penalty: 5466.750488
	Iteration 47Q: 3 clusters Score -6593630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6593632.000000 Penalty: 5466.750488
	Iteration 48Q: 3 clusters Score -6593632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6593641.000000 Penalty: 5466.750488
	Iteration 49Q: 3 clusters Score -6593641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6593637.000000 Penalty: 5466.750488
	Iteration 50Q: 3 clusters Score -6593637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6593634.500000 Penalty: 5466.750488
	Iteration 51Q: 3 clusters Score -6593634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6593642.000000 Penalty: 5466.750488
	Iteration 52Q: 3 clusters Score -6593642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6593649.500000 Penalty: 5466.750488
	Iteration 53Q: 3 clusters Score -6593650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6593654.000000 Penalty: 5466.750488
	Iteration 54Q: 3 clusters Score -6593654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6593653.000000 Penalty: 5466.750488
	Iteration 55Q: 3 clusters Score -6593653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6593661.000000 Penalty: 5466.750488
	Iteration 56Q: 3 clusters Score -6593661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6593664.000000 Penalty: 5466.750488
	Iteration 57Q: 3 clusters Score -6593664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6593657.000000 Penalty: 5466.750488
	Iteration 58Q: 3 clusters Score -6593657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6593652.000000 Penalty: 5466.750488
	Iteration 59Q: 3 clusters Score -6593652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6593658.000000 Penalty: 5466.750488
	Iteration 60F: 3 clusters Score -6593658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6593662.500000 Penalty: 5466.750488
	Iteration 61Q: 3 clusters Score -6593662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6593662.000000 Penalty: 5466.750488
	Iteration 62Q: 3 clusters Score -6593662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6593660.000000 Penalty: 5466.750488
	Iteration 63Q: 3 clusters Score -6593660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6593660.000000 Penalty: 5466.750488
	Iteration 64F: 3 clusters Score -6593660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (190200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Entering Unmasked Estep 
Score: -20286038.000000 Penalty: 3014.646240
	Iteration 0F: 2 clusters Score -2.028604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -20159276.000000 Penalty: 6029.292480
	Iteration 0F: 3 clusters Score -2.015928e+07 nChanged 91079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -20212144.000000 Penalty: 6029.292480
	Iteration 1F: 3 clusters Score -2.021214e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -20213636.000000 Penalty: 6029.292480
	Iteration 2Q: 3 clusters Score -2.021364e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -20215442.000000 Penalty: 6029.292480
	Iteration 3Q: 3 clusters Score -2.021544e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -20218706.000000 Penalty: 6029.292480
	Iteration 4Q: 3 clusters Score -2.021871e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -20223180.000000 Penalty: 6029.292480
	Iteration 5Q: 3 clusters Score -2.022318e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -20229492.000000 Penalty: 6029.292480
	Iteration 6F: 3 clusters Score -2.022949e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 112301 members 
Entering Unmasked Estep 
Score: -20237822.000000 Penalty: 6029.292480
	Iteration 7F: 3 clusters Score -2.023782e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 120537 members 
Entering Unmasked Estep 
Score: -20247274.000000 Penalty: 6029.292480
	Iteration 8F: 3 clusters Score -2.024727e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -20256374.000000 Penalty: 6029.292480
	Iteration 9F: 3 clusters Score -2.025637e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -20264044.000000 Penalty: 6029.292480
	Iteration 10F: 3 clusters Score -2.026404e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -20269268.000000 Penalty: 6029.292480
	Iteration 11Q: 3 clusters Score -2.026927e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 148528 members 
Entering Unmasked Estep 
Score: -20272540.000000 Penalty: 6029.292480
	Iteration 12Q: 3 clusters Score -2.027254e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 152824 members 
Entering Unmasked Estep 
Score: -20274818.000000 Penalty: 6029.292480
	Iteration 13Q: 3 clusters Score -2.027482e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -20276584.000000 Penalty: 6029.292480
	Iteration 14Q: 3 clusters Score -2.027658e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 160094 members 
Entering Unmasked Estep 
Score: -20278174.000000 Penalty: 6029.292480
	Iteration 15Q: 3 clusters Score -2.027817e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -20279504.000000 Penalty: 6029.292480
	Iteration 16Q: 3 clusters Score -2.02795e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -20280672.000000 Penalty: 6029.292480
	Iteration 17Q: 3 clusters Score -2.028067e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -20281694.000000 Penalty: 6029.292480
	Iteration 18Q: 3 clusters Score -2.028169e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -20282502.000000 Penalty: 6029.292480
	Iteration 19Q: 3 clusters Score -2.02825e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 172440 members 
Entering Unmasked Estep 
Score: -20283264.000000 Penalty: 6029.292480
	Iteration 20F: 3 clusters Score -2.028326e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 174091 members 
Entering Unmasked Estep 
Score: -20283760.000000 Penalty: 6029.292480
	Iteration 21Q: 3 clusters Score -2.028376e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -20284200.000000 Penalty: 6029.292480
	Iteration 22Q: 3 clusters Score -2.02842e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 176856 members 
Entering Unmasked Estep 
Score: -20284550.000000 Penalty: 6029.292480
	Iteration 23Q: 3 clusters Score -2.028455e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 177996 members 
Entering Unmasked Estep 
Score: -20284974.000000 Penalty: 6029.292480
	Iteration 24Q: 3 clusters Score -2.028497e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -20285314.000000 Penalty: 6029.292480
	Iteration 25Q: 3 clusters Score -2.028531e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -20285420.000000 Penalty: 6029.292480
	Iteration 26Q: 3 clusters Score -2.028542e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -20285642.000000 Penalty: 6029.292480
	Iteration 27Q: 3 clusters Score -2.028564e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 181230 members 
Entering Unmasked Estep 
Score: -20285762.000000 Penalty: 6029.292480
	Iteration 28Q: 3 clusters Score -2.028576e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 181765 members 
Entering Unmasked Estep 
Score: -20285846.000000 Penalty: 6029.292480
	Iteration 29Q: 3 clusters Score -2.028585e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 182222 members 
Entering Unmasked Estep 
Score: -20286040.000000 Penalty: 6029.292480
	Iteration 30Q: 3 clusters Score -2.028604e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 182606 members 
Entering Unmasked Estep 
Score: -20286088.000000 Penalty: 6029.292480
	Iteration 31Q: 3 clusters Score -2.028609e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 182921 members 
Entering Unmasked Estep 
Score: -20286128.000000 Penalty: 6029.292480
	Iteration 32Q: 3 clusters Score -2.028613e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 183210 members 
Entering Unmasked Estep 
Score: -20286226.000000 Penalty: 6029.292480
	Iteration 33Q: 3 clusters Score -2.028623e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -20286258.000000 Penalty: 6029.292480
	Iteration 34Q: 3 clusters Score -2.028626e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 183703 members 
Entering Unmasked Estep 
Score: -20286274.000000 Penalty: 6029.292480
	Iteration 35Q: 3 clusters Score -2.028627e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -20286300.000000 Penalty: 6029.292480
	Iteration 36Q: 3 clusters Score -2.02863e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 184037 members 
Entering Unmasked Estep 
Score: -20286302.000000 Penalty: 6029.292480
	Iteration 37Q: 3 clusters Score -2.02863e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 184158 members 
Entering Unmasked Estep 
Score: -20286328.000000 Penalty: 6029.292480
	Iteration 38Q: 3 clusters Score -2.028633e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 184268 members 
Entering Unmasked Estep 
Score: -20286336.000000 Penalty: 6029.292480
	Iteration 39Q: 3 clusters Score -2.028634e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 184365 members 
Entering Unmasked Estep 
Score: -20286320.000000 Penalty: 6029.292480
	Iteration 40F: 3 clusters Score -2.028632e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 184436 members 
Entering Unmasked Estep 
Score: -20286338.000000 Penalty: 6029.292480
	Iteration 41Q: 3 clusters Score -2.028634e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 184495 members 
Entering Unmasked Estep 
Score: -20286360.000000 Penalty: 6029.292480
	Iteration 42Q: 3 clusters Score -2.028636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 184543 members 
Entering Unmasked Estep 
Score: -20286382.000000 Penalty: 6029.292480
	Iteration 43Q: 3 clusters Score -2.028638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 184583 members 
Entering Unmasked Estep 
Score: -20286414.000000 Penalty: 6029.292480
	Iteration 44Q: 3 clusters Score -2.028641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 184616 members 
Entering Unmasked Estep 
Score: -20286416.000000 Penalty: 6029.292480
	Iteration 45Q: 3 clusters Score -2.028642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 184638 members 
Entering Unmasked Estep 
Score: -20286370.000000 Penalty: 6029.292480
	Iteration 46Q: 3 clusters Score -2.028637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 184654 members 
Entering Unmasked Estep 
Score: -20286388.000000 Penalty: 6029.292480
	Iteration 47Q: 3 clusters Score -2.028639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 184676 members 
Entering Unmasked Estep 
Score: -20286398.000000 Penalty: 6029.292480
	Iteration 48Q: 3 clusters Score -2.02864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 184699 members 
Entering Unmasked Estep 
Score: -20286402.000000 Penalty: 6029.292480
	Iteration 49Q: 3 clusters Score -2.02864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -20286388.000000 Penalty: 6029.292480
	Iteration 50Q: 3 clusters Score -2.028639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 184733 members 
Entering Unmasked Estep 
Score: -20286386.000000 Penalty: 6029.292480
	Iteration 51Q: 3 clusters Score -2.028639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -20286390.000000 Penalty: 6029.292480
	Iteration 52Q: 3 clusters Score -2.028639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 184756 members 
Entering Unmasked Estep 
Score: -20286396.000000 Penalty: 6029.292480
	Iteration 53Q: 3 clusters Score -2.02864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 184766 members 
Entering Unmasked Estep 
Score: -20286370.000000 Penalty: 6029.292480
	Iteration 54Q: 3 clusters Score -2.028637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 184773 members 
Entering Unmasked Estep 
Score: -20286378.000000 Penalty: 6029.292480
	Iteration 55Q: 3 clusters Score -2.028638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -20286390.000000 Penalty: 6029.292480
	Iteration 56Q: 3 clusters Score -2.028639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 184789 members 
Entering Unmasked Estep 
Score: -20286398.000000 Penalty: 6029.292480
	Iteration 57Q: 3 clusters Score -2.02864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 184797 members 
Entering Unmasked Estep 
Score: -20286410.000000 Penalty: 6029.292480
	Iteration 58Q: 3 clusters Score -2.028641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 184801 members 
Entering Unmasked Estep 
Score: -20286400.000000 Penalty: 6029.292480
	Iteration 59Q: 3 clusters Score -2.02864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 184802 members 
Entering Unmasked Estep 
Score: -20286394.000000 Penalty: 6029.292480
	Iteration 60F: 3 clusters Score -2.028639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 184804 members 
Entering Unmasked Estep 
Score: -20286400.000000 Penalty: 6029.292480
	Iteration 61Q: 3 clusters Score -2.02864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 184808 members 
Entering Unmasked Estep 
Score: -20286398.000000 Penalty: 6029.292480
	Iteration 62Q: 3 clusters Score -2.02864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 184813 members 
Entering Unmasked Estep 
Score: -20286398.000000 Penalty: 6029.292480
	Iteration 63Q: 3 clusters Score -2.02864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 184817 members 
Entering Unmasked Estep 
Score: -20286406.000000 Penalty: 6029.292480
	Iteration 64Q: 3 clusters Score -2.028641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -20286406.000000 Penalty: 6029.292480
	Iteration 65Q: 3 clusters Score -2.028641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -20286414.000000 Penalty: 6029.292480
	Iteration 66Q: 3 clusters Score -2.028641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 184833 members 
Entering Unmasked Estep 
Score: -20286414.000000 Penalty: 6029.292480
	Iteration 67Q: 3 clusters Score -2.028641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 184840 members 
Entering Unmasked Estep 
Score: -20286394.000000 Penalty: 6029.292480
	Iteration 68Q: 3 clusters Score -2.028639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 184846 members 
Entering Unmasked Estep 
Score: -20286396.000000 Penalty: 6029.292480
	Iteration 69Q: 3 clusters Score -2.02864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 184851 members 
Entering Unmasked Estep 
Score: -20286392.000000 Penalty: 6029.292480
	Iteration 70Q: 3 clusters Score -2.028639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 184855 members 
Entering Unmasked Estep 
Score: -20286402.000000 Penalty: 6029.292480
	Iteration 71Q: 3 clusters Score -2.02864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 184856 members 
Entering Unmasked Estep 
Score: -20286394.000000 Penalty: 6029.292480
	Iteration 72Q: 3 clusters Score -2.028639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 184857 members 
Entering Unmasked Estep 
Score: -20286392.000000 Penalty: 6029.292480
	Iteration 73Q: 3 clusters Score -2.028639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 184857 members 
Entering Unmasked Estep 
Score: -20286392.000000 Penalty: 6029.292480
	Iteration 74F: 3 clusters Score -2.028639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 270033 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62226 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414384 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323523 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 184857 members 
Entering Unmasked Estep 
Score: -158370560.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158371600.000000 to -158370560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (270033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270033 members 
Entering Unmasked Estep 
Score: -28674870.000000 Penalty: 3101.562256
	Iteration 0F: 2 clusters Score -2.867487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -28498522.000000 Penalty: 6203.124512
	Iteration 0F: 3 clusters Score -2.849852e+07 nChanged 130808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -28576454.000000 Penalty: 6203.124512
	Iteration 1F: 3 clusters Score -2.857645e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 137650 members 
Entering Unmasked Estep 
Score: -28578336.000000 Penalty: 6203.124512
	Iteration 2Q: 3 clusters Score -2.857834e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -28580390.000000 Penalty: 6203.124512
	Iteration 3Q: 3 clusters Score -2.858039e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -28583618.000000 Penalty: 6203.124512
	Iteration 4Q: 3 clusters Score -2.858362e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 145766 members 
Entering Unmasked Estep 
Score: -28588140.000000 Penalty: 6203.124512
	Iteration 5Q: 3 clusters Score -2.858814e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 150520 members 
Entering Unmasked Estep 
Score: -28594468.000000 Penalty: 6203.124512
	Iteration 6Q: 3 clusters Score -2.859447e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 156301 members 
Entering Unmasked Estep 
Score: -28603450.000000 Penalty: 6203.124512
	Iteration 7F: 3 clusters Score -2.860345e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 162416 members 
Entering Unmasked Estep 
Score: -28614918.000000 Penalty: 6203.124512
	Iteration 8F: 3 clusters Score -2.861492e+07 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 167791 members 
Entering Unmasked Estep 
Score: -28626692.000000 Penalty: 6203.124512
	Iteration 9F: 3 clusters Score -2.862669e+07 nChanged 16055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -28636208.000000 Penalty: 6203.124512
	Iteration 10F: 3 clusters Score -2.863621e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 173914 members 
Entering Unmasked Estep 
Score: -28641526.000000 Penalty: 6203.124512
	Iteration 11Q: 3 clusters Score -2.864153e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 175863 members 
Entering Unmasked Estep 
Score: -28643580.000000 Penalty: 6203.124512
	Iteration 12Q: 3 clusters Score -2.864358e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 177705 members 
Entering Unmasked Estep 
Score: -28644478.000000 Penalty: 6203.124512
	Iteration 13Q: 3 clusters Score -2.864448e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -28645022.000000 Penalty: 6203.124512
	Iteration 14Q: 3 clusters Score -2.864502e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 181411 members 
Entering Unmasked Estep 
Score: -28645618.000000 Penalty: 6203.124512
	Iteration 15Q: 3 clusters Score -2.864562e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -28646064.000000 Penalty: 6203.124512
	Iteration 16Q: 3 clusters Score -2.864606e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 185336 members 
Entering Unmasked Estep 
Score: -28646622.000000 Penalty: 6203.124512
	Iteration 17Q: 3 clusters Score -2.864662e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 187528 members 
Entering Unmasked Estep 
Score: -28647158.000000 Penalty: 6203.124512
	Iteration 18Q: 3 clusters Score -2.864716e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 189755 members 
Entering Unmasked Estep 
Score: -28647522.000000 Penalty: 6203.124512
	Iteration 19Q: 3 clusters Score -2.864752e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 192107 members 
Entering Unmasked Estep 
Score: -28648020.000000 Penalty: 6203.124512
	Iteration 20F: 3 clusters Score -2.864802e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 194578 members 
Entering Unmasked Estep 
Score: -28648398.000000 Penalty: 6203.124512
	Iteration 21Q: 3 clusters Score -2.86484e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 197181 members 
Entering Unmasked Estep 
Score: -28648950.000000 Penalty: 6203.124512
	Iteration 22Q: 3 clusters Score -2.864895e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 199943 members 
Entering Unmasked Estep 
Score: -28649724.000000 Penalty: 6203.124512
	Iteration 23Q: 3 clusters Score -2.864972e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 202876 members 
Entering Unmasked Estep 
Score: -28650408.000000 Penalty: 6203.124512
	Iteration 24Q: 3 clusters Score -2.865041e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 205993 members 
Entering Unmasked Estep 
Score: -28651034.000000 Penalty: 6203.124512
	Iteration 25Q: 3 clusters Score -2.865103e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 209218 members 
Entering Unmasked Estep 
Score: -28651632.000000 Penalty: 6203.124512
	Iteration 26Q: 3 clusters Score -2.865163e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -28652274.000000 Penalty: 6203.124512
	Iteration 27Q: 3 clusters Score -2.865227e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 215849 members 
Entering Unmasked Estep 
Score: -28652948.000000 Penalty: 6203.124512
	Iteration 28Q: 3 clusters Score -2.865295e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 219260 members 
Entering Unmasked Estep 
Score: -28653420.000000 Penalty: 6203.124512
	Iteration 29Q: 3 clusters Score -2.865342e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 222661 members 
Entering Unmasked Estep 
Score: -28654238.000000 Penalty: 6203.124512
	Iteration 30Q: 3 clusters Score -2.865424e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 226130 members 
Entering Unmasked Estep 
Score: -28655200.000000 Penalty: 6203.124512
	Iteration 31Q: 3 clusters Score -2.86552e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -28656324.000000 Penalty: 6203.124512
	Iteration 32Q: 3 clusters Score -2.865632e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 233149 members 
Entering Unmasked Estep 
Score: -28657464.000000 Penalty: 6203.124512
	Iteration 33Q: 3 clusters Score -2.865746e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 236701 members 
Entering Unmasked Estep 
Score: -28658498.000000 Penalty: 6203.124512
	Iteration 34Q: 3 clusters Score -2.86585e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 240146 members 
Entering Unmasked Estep 
Score: -28659808.000000 Penalty: 6203.124512
	Iteration 35Q: 3 clusters Score -2.865981e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 243379 members 
Entering Unmasked Estep 
Score: -28661018.000000 Penalty: 6203.124512
	Iteration 36Q: 3 clusters Score -2.866102e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 246559 members 
Entering Unmasked Estep 
Score: -28662282.000000 Penalty: 6203.124512
	Iteration 37Q: 3 clusters Score -2.866228e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 249568 members 
Entering Unmasked Estep 
Score: -28663614.000000 Penalty: 6203.124512
	Iteration 38Q: 3 clusters Score -2.866361e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 252319 members 
Entering Unmasked Estep 
Score: -28664814.000000 Penalty: 6203.124512
	Iteration 39Q: 3 clusters Score -2.866481e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 254775 members 
Entering Unmasked Estep 
Score: -28665718.000000 Penalty: 6203.124512
	Iteration 40F: 3 clusters Score -2.866572e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 256948 members 
Entering Unmasked Estep 
Score: -28666704.000000 Penalty: 6203.124512
	Iteration 41Q: 3 clusters Score -2.86667e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 258891 members 
Entering Unmasked Estep 
Score: -28667504.000000 Penalty: 6203.124512
	Iteration 42Q: 3 clusters Score -2.86675e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 260630 members 
Entering Unmasked Estep 
Score: -28668344.000000 Penalty: 6203.124512
	Iteration 43Q: 3 clusters Score -2.866834e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 262085 members 
Entering Unmasked Estep 
Score: -28669082.000000 Penalty: 6203.124512
	Iteration 44Q: 3 clusters Score -2.866908e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 263252 members 
Entering Unmasked Estep 
Score: -28669564.000000 Penalty: 6203.124512
	Iteration 45Q: 3 clusters Score -2.866956e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 264206 members 
Entering Unmasked Estep 
Score: -28669980.000000 Penalty: 6203.124512
	Iteration 46Q: 3 clusters Score -2.866998e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 264971 members 
Entering Unmasked Estep 
Score: -28670330.000000 Penalty: 6203.124512
	Iteration 47Q: 3 clusters Score -2.867033e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 265659 members 
Entering Unmasked Estep 
Score: -28670702.000000 Penalty: 6203.124512
	Iteration 48Q: 3 clusters Score -2.86707e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 266202 members 
Entering Unmasked Estep 
Score: -28670950.000000 Penalty: 6203.124512
	Iteration 49Q: 3 clusters Score -2.867095e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 266655 members 
Entering Unmasked Estep 
Score: -28671154.000000 Penalty: 6203.124512
	Iteration 50Q: 3 clusters Score -2.867115e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 266992 members 
Entering Unmasked Estep 
Score: -28671388.000000 Penalty: 6203.124512
	Iteration 51Q: 3 clusters Score -2.867139e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 267270 members 
Entering Unmasked Estep 
Score: -28671486.000000 Penalty: 6203.124512
	Iteration 52Q: 3 clusters Score -2.867149e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 267485 members 
Entering Unmasked Estep 
Score: -28671626.000000 Penalty: 6203.124512
	Iteration 53Q: 3 clusters Score -2.867163e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 267650 members 
Entering Unmasked Estep 
Score: -28671700.000000 Penalty: 6203.124512
	Iteration 54Q: 3 clusters Score -2.86717e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 267775 members 
Entering Unmasked Estep 
Score: -28671772.000000 Penalty: 6203.124512
	Iteration 55Q: 3 clusters Score -2.867177e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 267878 members 
Entering Unmasked Estep 
Score: -28671826.000000 Penalty: 6203.124512
	Iteration 56Q: 3 clusters Score -2.867183e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 267979 members 
Entering Unmasked Estep 
Score: -28671862.000000 Penalty: 6203.124512
	Iteration 57Q: 3 clusters Score -2.867186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 268067 members 
Entering Unmasked Estep 
Score: -28671896.000000 Penalty: 6203.124512
	Iteration 58Q: 3 clusters Score -2.86719e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 268145 members 
Entering Unmasked Estep 
Score: -28671944.000000 Penalty: 6203.124512
	Iteration 59Q: 3 clusters Score -2.867194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 268201 members 
Entering Unmasked Estep 
Score: -28671950.000000 Penalty: 6203.124512
	Iteration 60F: 3 clusters Score -2.867195e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 268264 members 
Entering Unmasked Estep 
Score: -28672012.000000 Penalty: 6203.124512
	Iteration 61Q: 3 clusters Score -2.867201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 268317 members 
Entering Unmasked Estep 
Score: -28672062.000000 Penalty: 6203.124512
	Iteration 62Q: 3 clusters Score -2.867206e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 268359 members 
Entering Unmasked Estep 
Score: -28672066.000000 Penalty: 6203.124512
	Iteration 63Q: 3 clusters Score -2.867207e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 268398 members 
Entering Unmasked Estep 
Score: -28672070.000000 Penalty: 6203.124512
	Iteration 64Q: 3 clusters Score -2.867207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 268428 members 
Entering Unmasked Estep 
Score: -28672072.000000 Penalty: 6203.124512
	Iteration 65Q: 3 clusters Score -2.867207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 268454 members 
Entering Unmasked Estep 
Score: -28672084.000000 Penalty: 6203.124512
	Iteration 66Q: 3 clusters Score -2.867208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 268472 members 
Entering Unmasked Estep 
Score: -28672084.000000 Penalty: 6203.124512
	Iteration 67Q: 3 clusters Score -2.867208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 268483 members 
Entering Unmasked Estep 
Score: -28672090.000000 Penalty: 6203.124512
	Iteration 68Q: 3 clusters Score -2.867209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 268495 members 
Entering Unmasked Estep 
Score: -28672082.000000 Penalty: 6203.124512
	Iteration 69Q: 3 clusters Score -2.867208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 268512 members 
Entering Unmasked Estep 
Score: -28672126.000000 Penalty: 6203.124512
	Iteration 70Q: 3 clusters Score -2.867213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 268529 members 
Entering Unmasked Estep 
Score: -28672146.000000 Penalty: 6203.124512
	Iteration 71Q: 3 clusters Score -2.867215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 268540 members 
Entering Unmasked Estep 
Score: -28672152.000000 Penalty: 6203.124512
	Iteration 72Q: 3 clusters Score -2.867215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 268547 members 
Entering Unmasked Estep 
Score: -28672134.000000 Penalty: 6203.124512
	Iteration 73Q: 3 clusters Score -2.867213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 268554 members 
Entering Unmasked Estep 
Score: -28672120.000000 Penalty: 6203.124512
	Iteration 74Q: 3 clusters Score -2.867212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 268562 members 
Entering Unmasked Estep 
Score: -28672142.000000 Penalty: 6203.124512
	Iteration 75Q: 3 clusters Score -2.867214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 268574 members 
Entering Unmasked Estep 
Score: -28672150.000000 Penalty: 6203.124512
	Iteration 76Q: 3 clusters Score -2.867215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 268583 members 
Entering Unmasked Estep 
Score: -28672170.000000 Penalty: 6203.124512
	Iteration 77Q: 3 clusters Score -2.867217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 268591 members 
Entering Unmasked Estep 
Score: -28672154.000000 Penalty: 6203.124512
	Iteration 78Q: 3 clusters Score -2.867215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 268597 members 
Entering Unmasked Estep 
Score: -28672164.000000 Penalty: 6203.124512
	Iteration 79Q: 3 clusters Score -2.867216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 268605 members 
Entering Unmasked Estep 
Score: -28672170.000000 Penalty: 6203.124512
	Iteration 80F: 3 clusters Score -2.867217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 268613 members 
Entering Unmasked Estep 
Score: -28672194.000000 Penalty: 6203.124512
	Iteration 81Q: 3 clusters Score -2.867219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 268621 members 
Entering Unmasked Estep 
Score: -28672190.000000 Penalty: 6203.124512
	Iteration 82Q: 3 clusters Score -2.867219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 268629 members 
Entering Unmasked Estep 
Score: -28672188.000000 Penalty: 6203.124512
	Iteration 83Q: 3 clusters Score -2.867219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 268640 members 
Entering Unmasked Estep 
Score: -28672194.000000 Penalty: 6203.124512
	Iteration 84Q: 3 clusters Score -2.867219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 268648 members 
Entering Unmasked Estep 
Score: -28672200.000000 Penalty: 6203.124512
	Iteration 85Q: 3 clusters Score -2.86722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 268655 members 
Entering Unmasked Estep 
Score: -28672212.000000 Penalty: 6203.124512
	Iteration 86Q: 3 clusters Score -2.867221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 268660 members 
Entering Unmasked Estep 
Score: -28672218.000000 Penalty: 6203.124512
	Iteration 87Q: 3 clusters Score -2.867222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 268663 members 
Entering Unmasked Estep 
Score: -28672214.000000 Penalty: 6203.124512
	Iteration 88Q: 3 clusters Score -2.867221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 268671 members 
Entering Unmasked Estep 
Score: -28672238.000000 Penalty: 6203.124512
	Iteration 89Q: 3 clusters Score -2.867224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 268680 members 
Entering Unmasked Estep 
Score: -28672262.000000 Penalty: 6203.124512
	Iteration 90Q: 3 clusters Score -2.867226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 268683 members 
Entering Unmasked Estep 
Score: -28672272.000000 Penalty: 6203.124512
	Iteration 91Q: 3 clusters Score -2.867227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 268688 members 
Entering Unmasked Estep 
Score: -28672262.000000 Penalty: 6203.124512
	Iteration 92Q: 3 clusters Score -2.867226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 268691 members 
Entering Unmasked Estep 
Score: -28672268.000000 Penalty: 6203.124512
	Iteration 93Q: 3 clusters Score -2.867227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 268697 members 
Entering Unmasked Estep 
Score: -28672252.000000 Penalty: 6203.124512
	Iteration 94Q: 3 clusters Score -2.867225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 268704 members 
Entering Unmasked Estep 
Score: -28672270.000000 Penalty: 6203.124512
	Iteration 95Q: 3 clusters Score -2.867227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 268707 members 
Entering Unmasked Estep 
Score: -28672276.000000 Penalty: 6203.124512
	Iteration 96Q: 3 clusters Score -2.867228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 268710 members 
Entering Unmasked Estep 
Score: -28672288.000000 Penalty: 6203.124512
	Iteration 97Q: 3 clusters Score -2.867229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 268712 members 
Entering Unmasked Estep 
Score: -28672276.000000 Penalty: 6203.124512
	Iteration 98Q: 3 clusters Score -2.867228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 268712 members 
Entering Unmasked Estep 
Score: -28672268.000000 Penalty: 6203.124512
	Iteration 99Q: 3 clusters Score -2.867227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 268714 members 
Entering Unmasked Estep 
Score: -28672286.000000 Penalty: 6203.124512
	Iteration 100F: 3 clusters Score -2.867229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 268715 members 
Entering Unmasked Estep 
Score: -28672284.000000 Penalty: 6203.124512
	Iteration 101Q: 3 clusters Score -2.867228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 268714 members 
Entering Unmasked Estep 
Score: -28672272.000000 Penalty: 6203.124512
	Iteration 102Q: 3 clusters Score -2.867227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 268714 members 
Entering Unmasked Estep 
Score: -28672272.000000 Penalty: 6203.124512
	Iteration 103F: 3 clusters Score -2.867227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Entering Unmasked Estep 
Score: -1008182.125000 Penalty: 2277.580322
	Iteration 0F: 2 clusters Score -1008182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1000680.125000 Penalty: 4555.160645
	Iteration 0F: 3 clusters Score -1000680 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1002782.625000 Penalty: 4555.160645
	Iteration 1F: 3 clusters Score -1002783 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1003107.312500 Penalty: 4555.160645
	Iteration 2F: 3 clusters Score -1003107 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1003335.187500 Penalty: 4555.160645
	Iteration 3F: 3 clusters Score -1003335 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1003494.375000 Penalty: 4555.160645
	Iteration 4Q: 3 clusters Score -1003494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1003635.500000 Penalty: 4555.160645
	Iteration 5Q: 3 clusters Score -1003636 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1003758.500000 Penalty: 4555.160645
	Iteration 6Q: 3 clusters Score -1003758 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1003877.750000 Penalty: 4555.160645
	Iteration 7Q: 3 clusters Score -1003878 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1004005.812500 Penalty: 4555.160645
	Iteration 8Q: 3 clusters Score -1004006 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1004145.437500 Penalty: 4555.160645
	Iteration 9Q: 3 clusters Score -1004145 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1004284.375000 Penalty: 4555.160645
	Iteration 10Q: 3 clusters Score -1004284 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1004428.625000 Penalty: 4555.160645
	Iteration 11Q: 3 clusters Score -1004429 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1004579.687500 Penalty: 4555.160645
	Iteration 12Q: 3 clusters Score -1004580 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1004720.625000 Penalty: 4555.160645
	Iteration 13Q: 3 clusters Score -1004721 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1004870.750000 Penalty: 4555.160645
	Iteration 14Q: 3 clusters Score -1004871 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1005001.000000 Penalty: 4555.160645
	Iteration 15Q: 3 clusters Score -1005001 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1005109.125000 Penalty: 4555.160645
	Iteration 16Q: 3 clusters Score -1005109 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1005205.250000 Penalty: 4555.160645
	Iteration 17Q: 3 clusters Score -1005205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1005283.625000 Penalty: 4555.160645
	Iteration 18Q: 3 clusters Score -1005284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1005379.375000 Penalty: 4555.160645
	Iteration 19Q: 3 clusters Score -1005379 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1005461.687500 Penalty: 4555.160645
	Iteration 20F: 3 clusters Score -1005462 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1005532.000000 Penalty: 4555.160645
	Iteration 21Q: 3 clusters Score -1005532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1005592.812500 Penalty: 4555.160645
	Iteration 22Q: 3 clusters Score -1005593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1005657.875000 Penalty: 4555.160645
	Iteration 23Q: 3 clusters Score -1005658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1005729.750000 Penalty: 4555.160645
	Iteration 24Q: 3 clusters Score -1005730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1005798.500000 Penalty: 4555.160645
	Iteration 25Q: 3 clusters Score -1005798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1005870.000000 Penalty: 4555.160645
	Iteration 26Q: 3 clusters Score -1005870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1005919.500000 Penalty: 4555.160645
	Iteration 27Q: 3 clusters Score -1005920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1005969.437500 Penalty: 4555.160645
	Iteration 28Q: 3 clusters Score -1005969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1006009.000000 Penalty: 4555.160645
	Iteration 29Q: 3 clusters Score -1006009 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1006037.625000 Penalty: 4555.160645
	Iteration 30Q: 3 clusters Score -1006038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1006067.000000 Penalty: 4555.160645
	Iteration 31Q: 3 clusters Score -1006067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1006094.312500 Penalty: 4555.160645
	Iteration 32Q: 3 clusters Score -1006094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1006111.062500 Penalty: 4555.160645
	Iteration 33Q: 3 clusters Score -1006111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1006122.875000 Penalty: 4555.160645
	Iteration 34Q: 3 clusters Score -1006123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1006135.625000 Penalty: 4555.160645
	Iteration 35Q: 3 clusters Score -1006136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1006141.625000 Penalty: 4555.160645
	Iteration 36Q: 3 clusters Score -1006142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1006149.937500 Penalty: 4555.160645
	Iteration 37Q: 3 clusters Score -1006150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1006156.937500 Penalty: 4555.160645
	Iteration 38Q: 3 clusters Score -1006157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1006163.312500 Penalty: 4555.160645
	Iteration 39Q: 3 clusters Score -1006163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1006170.375000 Penalty: 4555.160645
	Iteration 40F: 3 clusters Score -1006170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1006179.437500 Penalty: 4555.160645
	Iteration 41Q: 3 clusters Score -1006179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1006190.000000 Penalty: 4555.160645
	Iteration 42Q: 3 clusters Score -1006190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1006198.562500 Penalty: 4555.160645
	Iteration 43Q: 3 clusters Score -1006199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1006203.875000 Penalty: 4555.160645
	Iteration 44Q: 3 clusters Score -1006204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1006209.437500 Penalty: 4555.160645
	Iteration 45Q: 3 clusters Score -1006209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1006214.187500 Penalty: 4555.160645
	Iteration 46Q: 3 clusters Score -1006214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1006217.625000 Penalty: 4555.160645
	Iteration 47Q: 3 clusters Score -1006218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1006225.500000 Penalty: 4555.160645
	Iteration 48Q: 3 clusters Score -1006226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1006232.437500 Penalty: 4555.160645
	Iteration 49Q: 3 clusters Score -1006232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1006236.937500 Penalty: 4555.160645
	Iteration 50Q: 3 clusters Score -1006237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1006244.875000 Penalty: 4555.160645
	Iteration 51Q: 3 clusters Score -1006245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1006249.062500 Penalty: 4555.160645
	Iteration 52Q: 3 clusters Score -1006249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1006253.437500 Penalty: 4555.160645
	Iteration 53Q: 3 clusters Score -1006253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1006253.250000 Penalty: 4555.160645
	Iteration 54Q: 3 clusters Score -1006253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1006254.812500 Penalty: 4555.160645
	Iteration 55Q: 3 clusters Score -1006255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1006256.562500 Penalty: 4555.160645
	Iteration 56Q: 3 clusters Score -1006257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1006257.500000 Penalty: 4555.160645
	Iteration 57Q: 3 clusters Score -1006258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1006258.875000 Penalty: 4555.160645
	Iteration 58Q: 3 clusters Score -1006259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1006258.875000 Penalty: 4555.160645
	Iteration 59F: 3 clusters Score -1006259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Entering Unmasked Estep 
Score: -809923.812500 Penalty: 2215.090332
	Iteration 0F: 2 clusters Score -809923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -803795.750000 Penalty: 4430.180664
	Iteration 0F: 3 clusters Score -803795.8 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -805387.375000 Penalty: 4430.180664
	Iteration 1F: 3 clusters Score -805387.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -805615.375000 Penalty: 4430.180664
	Iteration 2F: 3 clusters Score -805615.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -805767.125000 Penalty: 4430.180664
	Iteration 3Q: 3 clusters Score -805767.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -805880.437500 Penalty: 4430.180664
	Iteration 4Q: 3 clusters Score -805880.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -805961.500000 Penalty: 4430.180664
	Iteration 5Q: 3 clusters Score -805961.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -806032.000000 Penalty: 4430.180664
	Iteration 6Q: 3 clusters Score -806032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -806097.250000 Penalty: 4430.180664
	Iteration 7Q: 3 clusters Score -806097.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -806160.687500 Penalty: 4430.180664
	Iteration 8Q: 3 clusters Score -806160.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -806232.562500 Penalty: 4430.180664
	Iteration 9Q: 3 clusters Score -806232.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -806301.750000 Penalty: 4430.180664
	Iteration 10Q: 3 clusters Score -806301.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -806379.062500 Penalty: 4430.180664
	Iteration 11Q: 3 clusters Score -806379.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -806468.500000 Penalty: 4430.180664
	Iteration 12Q: 3 clusters Score -806468.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -806561.125000 Penalty: 4430.180664
	Iteration 13Q: 3 clusters Score -806561.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -806661.062500 Penalty: 4430.180664
	Iteration 14Q: 3 clusters Score -806661.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -806791.500000 Penalty: 4430.180664
	Iteration 15Q: 3 clusters Score -806791.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -806936.062500 Penalty: 4430.180664
	Iteration 16Q: 3 clusters Score -806936.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -807064.437500 Penalty: 4430.180664
	Iteration 17Q: 3 clusters Score -807064.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -807191.437500 Penalty: 4430.180664
	Iteration 18Q: 3 clusters Score -807191.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -807318.250000 Penalty: 4430.180664
	Iteration 19Q: 3 clusters Score -807318.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -807444.687500 Penalty: 4430.180664
	Iteration 20F: 3 clusters Score -807444.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -807560.187500 Penalty: 4430.180664
	Iteration 21Q: 3 clusters Score -807560.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -807652.250000 Penalty: 4430.180664
	Iteration 22Q: 3 clusters Score -807652.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -807722.875000 Penalty: 4430.180664
	Iteration 23Q: 3 clusters Score -807722.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -807772.625000 Penalty: 4430.180664
	Iteration 24Q: 3 clusters Score -807772.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -807802.500000 Penalty: 4430.180664
	Iteration 25Q: 3 clusters Score -807802.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -807822.125000 Penalty: 4430.180664
	Iteration 26Q: 3 clusters Score -807822.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -807840.000000 Penalty: 4430.180664
	Iteration 27Q: 3 clusters Score -807840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -807847.437500 Penalty: 4430.180664
	Iteration 28Q: 3 clusters Score -807847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -807848.687500 Penalty: 4430.180664
	Iteration 29Q: 3 clusters Score -807848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -807855.062500 Penalty: 4430.180664
	Iteration 30Q: 3 clusters Score -807855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -807860.562500 Penalty: 4430.180664
	Iteration 31Q: 3 clusters Score -807860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -807864.625000 Penalty: 4430.180664
	Iteration 32Q: 3 clusters Score -807864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -807867.750000 Penalty: 4430.180664
	Iteration 33Q: 3 clusters Score -807867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -807870.875000 Penalty: 4430.180664
	Iteration 34Q: 3 clusters Score -807870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -807876.437500 Penalty: 4430.180664
	Iteration 35Q: 3 clusters Score -807876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -807881.187500 Penalty: 4430.180664
	Iteration 36Q: 3 clusters Score -807881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -807883.937500 Penalty: 4430.180664
	Iteration 37Q: 3 clusters Score -807883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -807889.312500 Penalty: 4430.180664
	Iteration 38Q: 3 clusters Score -807889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -807898.937500 Penalty: 4430.180664
	Iteration 39Q: 3 clusters Score -807898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -807908.437500 Penalty: 4430.180664
	Iteration 40F: 3 clusters Score -807908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -807917.312500 Penalty: 4430.180664
	Iteration 41Q: 3 clusters Score -807917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -807925.187500 Penalty: 4430.180664
	Iteration 42Q: 3 clusters Score -807925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -807936.125000 Penalty: 4430.180664
	Iteration 43Q: 3 clusters Score -807936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -807942.875000 Penalty: 4430.180664
	Iteration 44Q: 3 clusters Score -807942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -807949.062500 Penalty: 4430.180664
	Iteration 45Q: 3 clusters Score -807949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -807955.500000 Penalty: 4430.180664
	Iteration 46Q: 3 clusters Score -807955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -807960.250000 Penalty: 4430.180664
	Iteration 47Q: 3 clusters Score -807960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -807963.562500 Penalty: 4430.180664
	Iteration 48Q: 3 clusters Score -807963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -807963.437500 Penalty: 4430.180664
	Iteration 49Q: 3 clusters Score -807963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -807965.562500 Penalty: 4430.180664
	Iteration 50Q: 3 clusters Score -807965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -807966.875000 Penalty: 4430.180664
	Iteration 51Q: 3 clusters Score -807966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -807968.125000 Penalty: 4430.180664
	Iteration 52Q: 3 clusters Score -807968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -807971.312500 Penalty: 4430.180664
	Iteration 53Q: 3 clusters Score -807971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -807971.000000 Penalty: 4430.180664
	Iteration 54Q: 3 clusters Score -807971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -807973.875000 Penalty: 4430.180664
	Iteration 55Q: 3 clusters Score -807973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -807973.875000 Penalty: 4430.180664
	Iteration 56F: 3 clusters Score -807973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -116628.539062 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -116628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114582.796875 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -114582.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114866.531250 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -114866.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -114966.031250 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -114966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -115009.585938 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -115009.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115035.367188 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -115035.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -115049.750000 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -115049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115059.710938 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -115059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115071.781250 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -115071.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -115083.726562 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -115083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115090.210938 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -115090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115094.773438 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -115094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115098.156250 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -115098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115102.164062 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -115102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -115103.578125 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -115103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -115104.828125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -115104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -115105.546875 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -115105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115106.382812 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -115106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115106.382812 Penalty: 3508.341797
	Iteration 17F: 3 clusters Score -115106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Entering Unmasked Estep 
Score: -2795495.500000 Penalty: 2546.771973
	Iteration 0F: 2 clusters Score -2795496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2775599.750000 Penalty: 5093.543945
	Iteration 0F: 3 clusters Score -2775600 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2782765.000000 Penalty: 5093.543945
	Iteration 1F: 3 clusters Score -2782765 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2783258.000000 Penalty: 5093.543945
	Iteration 2F: 3 clusters Score -2783258 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2783734.750000 Penalty: 5093.543945
	Iteration 3Q: 3 clusters Score -2783735 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2784327.000000 Penalty: 5093.543945
	Iteration 4Q: 3 clusters Score -2784327 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2785163.500000 Penalty: 5093.543945
	Iteration 5F: 3 clusters Score -2785164 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2786321.250000 Penalty: 5093.543945
	Iteration 6F: 3 clusters Score -2786321 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2787828.250000 Penalty: 5093.543945
	Iteration 7F: 3 clusters Score -2787828 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2789366.750000 Penalty: 5093.543945
	Iteration 8F: 3 clusters Score -2789367 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2790742.250000 Penalty: 5093.543945
	Iteration 9F: 3 clusters Score -2790742 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2791812.750000 Penalty: 5093.543945
	Iteration 10Q: 3 clusters Score -2791813 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2792439.250000 Penalty: 5093.543945
	Iteration 11Q: 3 clusters Score -2792439 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2792818.250000 Penalty: 5093.543945
	Iteration 12Q: 3 clusters Score -2792818 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2793049.750000 Penalty: 5093.543945
	Iteration 13Q: 3 clusters Score -2793050 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2793176.250000 Penalty: 5093.543945
	Iteration 14Q: 3 clusters Score -2793176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2793246.500000 Penalty: 5093.543945
	Iteration 15Q: 3 clusters Score -2793246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2793293.500000 Penalty: 5093.543945
	Iteration 16Q: 3 clusters Score -2793294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2793317.000000 Penalty: 5093.543945
	Iteration 17Q: 3 clusters Score -2793317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2793349.500000 Penalty: 5093.543945
	Iteration 18Q: 3 clusters Score -2793350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2793366.500000 Penalty: 5093.543945
	Iteration 19Q: 3 clusters Score -2793366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2793378.750000 Penalty: 5093.543945
	Iteration 20F: 3 clusters Score -2793379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2793385.250000 Penalty: 5093.543945
	Iteration 21Q: 3 clusters Score -2793385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2793391.750000 Penalty: 5093.543945
	Iteration 22Q: 3 clusters Score -2793392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2793395.250000 Penalty: 5093.543945
	Iteration 23Q: 3 clusters Score -2793395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2793400.250000 Penalty: 5093.543945
	Iteration 24Q: 3 clusters Score -2793400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2793399.000000 Penalty: 5093.543945
	Iteration 25Q: 3 clusters Score -2793399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2793402.000000 Penalty: 5093.543945
	Iteration 26Q: 3 clusters Score -2793402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2793402.000000 Penalty: 5093.543945
	Iteration 27F: 3 clusters Score -2793402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Entering Unmasked Estep 
Score: -3195616.000000 Penalty: 2553.667969
	Iteration 0F: 2 clusters Score -3195616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3175347.250000 Penalty: 5107.335938
	Iteration 0F: 3 clusters Score -3175347 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3182679.750000 Penalty: 5107.335938
	Iteration 1F: 3 clusters Score -3182680 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3183246.250000 Penalty: 5107.335938
	Iteration 2Q: 3 clusters Score -3183246 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3183958.250000 Penalty: 5107.335938
	Iteration 3Q: 3 clusters Score -3183958 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3184895.750000 Penalty: 5107.335938
	Iteration 4F: 3 clusters Score -3184896 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3185982.750000 Penalty: 5107.335938
	Iteration 5F: 3 clusters Score -3185983 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3187235.500000 Penalty: 5107.335938
	Iteration 6F: 3 clusters Score -3187236 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3188707.250000 Penalty: 5107.335938
	Iteration 7F: 3 clusters Score -3188707 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3190281.500000 Penalty: 5107.335938
	Iteration 8F: 3 clusters Score -3190282 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3191380.750000 Penalty: 5107.335938
	Iteration 9F: 3 clusters Score -3191381 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3191897.750000 Penalty: 5107.335938
	Iteration 10Q: 3 clusters Score -3191898 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3192141.250000 Penalty: 5107.335938
	Iteration 11Q: 3 clusters Score -3192141 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3192299.500000 Penalty: 5107.335938
	Iteration 12Q: 3 clusters Score -3192300 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3192431.500000 Penalty: 5107.335938
	Iteration 13Q: 3 clusters Score -3192432 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3192520.750000 Penalty: 5107.335938
	Iteration 14Q: 3 clusters Score -3192521 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3192598.250000 Penalty: 5107.335938
	Iteration 15Q: 3 clusters Score -3192598 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3192672.000000 Penalty: 5107.335938
	Iteration 16Q: 3 clusters Score -3192672 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3192742.000000 Penalty: 5107.335938
	Iteration 17Q: 3 clusters Score -3192742 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3192810.750000 Penalty: 5107.335938
	Iteration 18Q: 3 clusters Score -3192811 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3192892.500000 Penalty: 5107.335938
	Iteration 19Q: 3 clusters Score -3192892 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3192970.500000 Penalty: 5107.335938
	Iteration 20F: 3 clusters Score -3192970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3193028.750000 Penalty: 5107.335938
	Iteration 21Q: 3 clusters Score -3193029 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3193080.750000 Penalty: 5107.335938
	Iteration 22Q: 3 clusters Score -3193081 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3193143.750000 Penalty: 5107.335938
	Iteration 23Q: 3 clusters Score -3193144 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3193187.250000 Penalty: 5107.335938
	Iteration 24Q: 3 clusters Score -3193187 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3193235.000000 Penalty: 5107.335938
	Iteration 25Q: 3 clusters Score -3193235 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3193279.250000 Penalty: 5107.335938
	Iteration 26Q: 3 clusters Score -3193279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3193302.750000 Penalty: 5107.335938
	Iteration 27Q: 3 clusters Score -3193303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3193326.250000 Penalty: 5107.335938
	Iteration 28Q: 3 clusters Score -3193326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3193338.750000 Penalty: 5107.335938
	Iteration 29Q: 3 clusters Score -3193339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3193360.750000 Penalty: 5107.335938
	Iteration 30Q: 3 clusters Score -3193361 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3193385.750000 Penalty: 5107.335938
	Iteration 31Q: 3 clusters Score -3193386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3193393.750000 Penalty: 5107.335938
	Iteration 32Q: 3 clusters Score -3193394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3193420.750000 Penalty: 5107.335938
	Iteration 33Q: 3 clusters Score -3193421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3193426.250000 Penalty: 5107.335938
	Iteration 34Q: 3 clusters Score -3193426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3193445.500000 Penalty: 5107.335938
	Iteration 35Q: 3 clusters Score -3193446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3193464.500000 Penalty: 5107.335938
	Iteration 36Q: 3 clusters Score -3193464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3193469.750000 Penalty: 5107.335938
	Iteration 37Q: 3 clusters Score -3193470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3193481.500000 Penalty: 5107.335938
	Iteration 38Q: 3 clusters Score -3193482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3193491.750000 Penalty: 5107.335938
	Iteration 39Q: 3 clusters Score -3193492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3193505.250000 Penalty: 5107.335938
	Iteration 40F: 3 clusters Score -3193505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3193532.500000 Penalty: 5107.335938
	Iteration 41Q: 3 clusters Score -3193532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3193537.250000 Penalty: 5107.335938
	Iteration 42Q: 3 clusters Score -3193537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3193547.250000 Penalty: 5107.335938
	Iteration 43Q: 3 clusters Score -3193547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3193551.000000 Penalty: 5107.335938
	Iteration 44Q: 3 clusters Score -3193551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3193572.000000 Penalty: 5107.335938
	Iteration 45Q: 3 clusters Score -3193572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3193579.750000 Penalty: 5107.335938
	Iteration 46Q: 3 clusters Score -3193580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3193590.750000 Penalty: 5107.335938
	Iteration 47Q: 3 clusters Score -3193591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3193591.250000 Penalty: 5107.335938
	Iteration 48Q: 3 clusters Score -3193591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3193610.250000 Penalty: 5107.335938
	Iteration 49Q: 3 clusters Score -3193610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3193621.000000 Penalty: 5107.335938
	Iteration 50Q: 3 clusters Score -3193621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3193623.500000 Penalty: 5107.335938
	Iteration 51Q: 3 clusters Score -3193624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3193647.250000 Penalty: 5107.335938
	Iteration 52Q: 3 clusters Score -3193647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3193655.250000 Penalty: 5107.335938
	Iteration 53Q: 3 clusters Score -3193655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3193661.250000 Penalty: 5107.335938
	Iteration 54Q: 3 clusters Score -3193661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3193679.000000 Penalty: 5107.335938
	Iteration 55Q: 3 clusters Score -3193679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3193686.250000 Penalty: 5107.335938
	Iteration 56Q: 3 clusters Score -3193686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3193701.250000 Penalty: 5107.335938
	Iteration 57Q: 3 clusters Score -3193701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3193711.250000 Penalty: 5107.335938
	Iteration 58Q: 3 clusters Score -3193711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3193731.250000 Penalty: 5107.335938
	Iteration 59Q: 3 clusters Score -3193731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3193747.000000 Penalty: 5107.335938
	Iteration 60F: 3 clusters Score -3193747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3193752.250000 Penalty: 5107.335938
	Iteration 61Q: 3 clusters Score -3193752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3193765.250000 Penalty: 5107.335938
	Iteration 62Q: 3 clusters Score -3193765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3193775.250000 Penalty: 5107.335938
	Iteration 63Q: 3 clusters Score -3193775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3193777.500000 Penalty: 5107.335938
	Iteration 64Q: 3 clusters Score -3193778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3193786.000000 Penalty: 5107.335938
	Iteration 65Q: 3 clusters Score -3193786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3193790.500000 Penalty: 5107.335938
	Iteration 66Q: 3 clusters Score -3193790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3193791.500000 Penalty: 5107.335938
	Iteration 67Q: 3 clusters Score -3193792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3193793.750000 Penalty: 5107.335938
	Iteration 68Q: 3 clusters Score -3193794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3193802.000000 Penalty: 5107.335938
	Iteration 69Q: 3 clusters Score -3193802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3193806.250000 Penalty: 5107.335938
	Iteration 70Q: 3 clusters Score -3193806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3193817.000000 Penalty: 5107.335938
	Iteration 71Q: 3 clusters Score -3193817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3193815.000000 Penalty: 5107.335938
	Iteration 72Q: 3 clusters Score -3193815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3193831.500000 Penalty: 5107.335938
	Iteration 73Q: 3 clusters Score -3193832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3193841.250000 Penalty: 5107.335938
	Iteration 74Q: 3 clusters Score -3193841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3193846.750000 Penalty: 5107.335938
	Iteration 75Q: 3 clusters Score -3193847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3193854.000000 Penalty: 5107.335938
	Iteration 76Q: 3 clusters Score -3193854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3193854.250000 Penalty: 5107.335938
	Iteration 77Q: 3 clusters Score -3193854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3193868.750000 Penalty: 5107.335938
	Iteration 78Q: 3 clusters Score -3193869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3193871.000000 Penalty: 5107.335938
	Iteration 79Q: 3 clusters Score -3193871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3193883.500000 Penalty: 5107.335938
	Iteration 80F: 3 clusters Score -3193884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3193888.750000 Penalty: 5107.335938
	Iteration 81Q: 3 clusters Score -3193889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3193892.500000 Penalty: 5107.335938
	Iteration 82Q: 3 clusters Score -3193892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3193893.000000 Penalty: 5107.335938
	Iteration 83Q: 3 clusters Score -3193893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3193888.000000 Penalty: 5107.335938
	Iteration 84Q: 3 clusters Score -3193888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3193893.000000 Penalty: 5107.335938
	Iteration 85Q: 3 clusters Score -3193893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3193904.250000 Penalty: 5107.335938
	Iteration 86Q: 3 clusters Score -3193904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3193903.000000 Penalty: 5107.335938
	Iteration 87Q: 3 clusters Score -3193903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3193894.250000 Penalty: 5107.335938
	Iteration 88Q: 3 clusters Score -3193894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3193898.250000 Penalty: 5107.335938
	Iteration 89Q: 3 clusters Score -3193898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3193903.000000 Penalty: 5107.335938
	Iteration 90Q: 3 clusters Score -3193903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3193899.750000 Penalty: 5107.335938
	Iteration 91Q: 3 clusters Score -3193900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3193902.250000 Penalty: 5107.335938
	Iteration 92Q: 3 clusters Score -3193902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3193911.000000 Penalty: 5107.335938
	Iteration 93Q: 3 clusters Score -3193911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3193913.750000 Penalty: 5107.335938
	Iteration 94Q: 3 clusters Score -3193914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3193917.500000 Penalty: 5107.335938
	Iteration 95Q: 3 clusters Score -3193918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3193919.500000 Penalty: 5107.335938
	Iteration 96Q: 3 clusters Score -3193920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3193919.500000 Penalty: 5107.335938
	Iteration 97Q: 3 clusters Score -3193920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3193920.250000 Penalty: 5107.335938
	Iteration 98Q: 3 clusters Score -3193920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3193922.000000 Penalty: 5107.335938
	Iteration 99Q: 3 clusters Score -3193922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3193924.750000 Penalty: 5107.335938
	Iteration 100F: 3 clusters Score -3193925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3193924.500000 Penalty: 5107.335938
	Iteration 101Q: 3 clusters Score -3193924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3193924.500000 Penalty: 5107.335938
	Iteration 102F: 3 clusters Score -3193924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -262535.750000 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -262535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -259263.078125 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -259263.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -259921.093750 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -259921.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -260092.531250 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -260092.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -260180.156250 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -260180.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -260247.812500 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -260247.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -260302.750000 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -260302.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -260344.109375 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -260344.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -260373.703125 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -260373.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -260399.500000 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -260399.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -260413.234375 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -260413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -260421.609375 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -260421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -260431.031250 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -260431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -260437.875000 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -260437.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -260442.078125 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -260442.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -260447.187500 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -260447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -260450.906250 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -260450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -260453.078125 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -260453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -260456.437500 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -260456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -260457.125000 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -260457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -260458.046875 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -260458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -260460.406250 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -260460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -260463.843750 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -260463.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -260467.765625 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -260467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -260472.468750 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -260472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -260476.468750 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -260476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -260479.781250 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -260479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -260481.718750 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -260481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -260484.171875 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -260484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -260486.562500 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -260486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -260490.921875 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -260490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -260495.390625 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -260495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -260500.046875 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -260500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -260506.671875 Penalty: 3969.336182
	Iteration 32Q: 3 clusters Score -260506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -260511.671875 Penalty: 3969.336182
	Iteration 33Q: 3 clusters Score -260511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260516.234375 Penalty: 3969.336182
	Iteration 34Q: 3 clusters Score -260516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -260521.781250 Penalty: 3969.336182
	Iteration 35Q: 3 clusters Score -260521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -260527.890625 Penalty: 3969.336182
	Iteration 36Q: 3 clusters Score -260527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -260533.781250 Penalty: 3969.336182
	Iteration 37Q: 3 clusters Score -260533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260538.718750 Penalty: 3969.336182
	Iteration 38Q: 3 clusters Score -260538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260542.765625 Penalty: 3969.336182
	Iteration 39Q: 3 clusters Score -260542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260544.875000 Penalty: 3969.336182
	Iteration 40F: 3 clusters Score -260544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -260544.781250 Penalty: 3969.336182
	Iteration 41Q: 3 clusters Score -260544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -260545.015625 Penalty: 3969.336182
	Iteration 42Q: 3 clusters Score -260545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -260545.015625 Penalty: 3969.336182
	Iteration 43F: 3 clusters Score -260545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Entering Unmasked Estep 
Score: -3815354.500000 Penalty: 2597.359375
	Iteration 0F: 2 clusters Score -3815354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3791245.250000 Penalty: 5194.718750
	Iteration 0F: 3 clusters Score -3791245 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3800000.500000 Penalty: 5194.718750
	Iteration 1F: 3 clusters Score -3800000 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3800626.250000 Penalty: 5194.718750
	Iteration 2Q: 3 clusters Score -3800626 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3801442.000000 Penalty: 5194.718750
	Iteration 3F: 3 clusters Score -3801442 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3802652.500000 Penalty: 5194.718750
	Iteration 4F: 3 clusters Score -3802652 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3804542.500000 Penalty: 5194.718750
	Iteration 5F: 3 clusters Score -3804542 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3806941.000000 Penalty: 5194.718750
	Iteration 6F: 3 clusters Score -3806941 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3809429.750000 Penalty: 5194.718750
	Iteration 7F: 3 clusters Score -3809430 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3811373.500000 Penalty: 5194.718750
	Iteration 8F: 3 clusters Score -3811374 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3812477.250000 Penalty: 5194.718750
	Iteration 9Q: 3 clusters Score -3812477 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3812976.000000 Penalty: 5194.718750
	Iteration 10Q: 3 clusters Score -3812976 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3813164.000000 Penalty: 5194.718750
	Iteration 11Q: 3 clusters Score -3813164 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3813248.500000 Penalty: 5194.718750
	Iteration 12Q: 3 clusters Score -3813248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3813304.000000 Penalty: 5194.718750
	Iteration 13Q: 3 clusters Score -3813304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3813355.750000 Penalty: 5194.718750
	Iteration 14Q: 3 clusters Score -3813356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3813374.250000 Penalty: 5194.718750
	Iteration 15Q: 3 clusters Score -3813374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3813391.250000 Penalty: 5194.718750
	Iteration 16Q: 3 clusters Score -3813391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3813404.250000 Penalty: 5194.718750
	Iteration 17Q: 3 clusters Score -3813404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3813412.500000 Penalty: 5194.718750
	Iteration 18Q: 3 clusters Score -3813412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3813424.000000 Penalty: 5194.718750
	Iteration 19Q: 3 clusters Score -3813424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3813434.500000 Penalty: 5194.718750
	Iteration 20F: 3 clusters Score -3813434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3813432.500000 Penalty: 5194.718750
	Iteration 21Q: 3 clusters Score -3813432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3813427.500000 Penalty: 5194.718750
	Iteration 22Q: 3 clusters Score -3813428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3813429.500000 Penalty: 5194.718750
	Iteration 23Q: 3 clusters Score -3813430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3813428.250000 Penalty: 5194.718750
	Iteration 24Q: 3 clusters Score -3813428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3813439.500000 Penalty: 5194.718750
	Iteration 25Q: 3 clusters Score -3813440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3813435.750000 Penalty: 5194.718750
	Iteration 26Q: 3 clusters Score -3813436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3813438.750000 Penalty: 5194.718750
	Iteration 27Q: 3 clusters Score -3813439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3813445.750000 Penalty: 5194.718750
	Iteration 28Q: 3 clusters Score -3813446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3813448.750000 Penalty: 5194.718750
	Iteration 29Q: 3 clusters Score -3813449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3813456.000000 Penalty: 5194.718750
	Iteration 30Q: 3 clusters Score -3813456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3813453.750000 Penalty: 5194.718750
	Iteration 31Q: 3 clusters Score -3813454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3813451.000000 Penalty: 5194.718750
	Iteration 32Q: 3 clusters Score -3813451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3813455.750000 Penalty: 5194.718750
	Iteration 33Q: 3 clusters Score -3813456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3813457.750000 Penalty: 5194.718750
	Iteration 34Q: 3 clusters Score -3813458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3813457.000000 Penalty: 5194.718750
	Iteration 35Q: 3 clusters Score -3813457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3813455.500000 Penalty: 5194.718750
	Iteration 36Q: 3 clusters Score -3813456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3813457.750000 Penalty: 5194.718750
	Iteration 37Q: 3 clusters Score -3813458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3813456.750000 Penalty: 5194.718750
	Iteration 38Q: 3 clusters Score -3813457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3813456.750000 Penalty: 5194.718750
	Iteration 39Q: 3 clusters Score -3813457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3813460.500000 Penalty: 5194.718750
	Iteration 40F: 3 clusters Score -3813460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3813463.250000 Penalty: 5194.718750
	Iteration 41Q: 3 clusters Score -3813463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3813463.250000 Penalty: 5194.718750
	Iteration 42F: 3 clusters Score -3813463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 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 163 members 
Entering Unmasked Estep 
Score: -25070.972656 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25070.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25232.882812 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25232.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25398.521484 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25398.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25484.275391 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25484.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25554.083984 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25554.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25593.154297 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25593.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25617.523438 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -25617.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25653.037109 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -25653.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25654.798828 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -25654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25660.421875 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -25660.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25663.648438 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -25663.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25663.648438 Penalty: 2880.838867
	Iteration 11F: 3 clusters Score -25663.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Entering Unmasked Estep 
Score: -6352015.500000 Penalty: 2737.555176
	Iteration 0F: 2 clusters Score -6352016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -6310115.500000 Penalty: 5475.110352
	Iteration 0F: 3 clusters Score -6310116 nChanged 29058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6326339.000000 Penalty: 5475.110352
	Iteration 1F: 3 clusters Score -6326339 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -6326786.000000 Penalty: 5475.110352
	Iteration 2Q: 3 clusters Score -6326786 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6327251.500000 Penalty: 5475.110352
	Iteration 3Q: 3 clusters Score -6327252 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6327731.000000 Penalty: 5475.110352
	Iteration 4Q: 3 clusters Score -6327731 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -6328235.000000 Penalty: 5475.110352
	Iteration 5Q: 3 clusters Score -6328235 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -6328732.000000 Penalty: 5475.110352
	Iteration 6Q: 3 clusters Score -6328732 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6329357.000000 Penalty: 5475.110352
	Iteration 7Q: 3 clusters Score -6329357 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6330135.500000 Penalty: 5475.110352
	Iteration 8Q: 3 clusters Score -6330136 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -6331113.500000 Penalty: 5475.110352
	Iteration 9Q: 3 clusters Score -6331114 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -6332519.000000 Penalty: 5475.110352
	Iteration 10Q: 3 clusters Score -6332519 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6334326.500000 Penalty: 5475.110352
	Iteration 11Q: 3 clusters Score -6334326 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -6336661.000000 Penalty: 5475.110352
	Iteration 12F: 3 clusters Score -6336661 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6339467.000000 Penalty: 5475.110352
	Iteration 13F: 3 clusters Score -6339467 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -6341540.500000 Penalty: 5475.110352
	Iteration 14Q: 3 clusters Score -6341540 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6342894.500000 Penalty: 5475.110352
	Iteration 15Q: 3 clusters Score -6342894 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -6343732.500000 Penalty: 5475.110352
	Iteration 16Q: 3 clusters Score -6343732 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -6344342.000000 Penalty: 5475.110352
	Iteration 17Q: 3 clusters Score -6344342 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -6344879.500000 Penalty: 5475.110352
	Iteration 18Q: 3 clusters Score -6344880 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -6345411.500000 Penalty: 5475.110352
	Iteration 19Q: 3 clusters Score -6345412 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -6345900.000000 Penalty: 5475.110352
	Iteration 20F: 3 clusters Score -6345900 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -6346379.000000 Penalty: 5475.110352
	Iteration 21Q: 3 clusters Score -6346379 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6346812.000000 Penalty: 5475.110352
	Iteration 22Q: 3 clusters Score -6346812 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6347191.000000 Penalty: 5475.110352
	Iteration 23Q: 3 clusters Score -6347191 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6347610.000000 Penalty: 5475.110352
	Iteration 24Q: 3 clusters Score -6347610 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6347944.000000 Penalty: 5475.110352
	Iteration 25Q: 3 clusters Score -6347944 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6348266.000000 Penalty: 5475.110352
	Iteration 26Q: 3 clusters Score -6348266 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6348502.500000 Penalty: 5475.110352
	Iteration 27Q: 3 clusters Score -6348502 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6348700.000000 Penalty: 5475.110352
	Iteration 28Q: 3 clusters Score -6348700 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6348853.000000 Penalty: 5475.110352
	Iteration 29Q: 3 clusters Score -6348853 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6348956.500000 Penalty: 5475.110352
	Iteration 30Q: 3 clusters Score -6348956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6349053.000000 Penalty: 5475.110352
	Iteration 31Q: 3 clusters Score -6349053 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6349133.500000 Penalty: 5475.110352
	Iteration 32Q: 3 clusters Score -6349134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6349190.500000 Penalty: 5475.110352
	Iteration 33Q: 3 clusters Score -6349190 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6349260.000000 Penalty: 5475.110352
	Iteration 34Q: 3 clusters Score -6349260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6349305.500000 Penalty: 5475.110352
	Iteration 35Q: 3 clusters Score -6349306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6349359.500000 Penalty: 5475.110352
	Iteration 36Q: 3 clusters Score -6349360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6349397.000000 Penalty: 5475.110352
	Iteration 37Q: 3 clusters Score -6349397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6349408.500000 Penalty: 5475.110352
	Iteration 38Q: 3 clusters Score -6349408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6349431.500000 Penalty: 5475.110352
	Iteration 39Q: 3 clusters Score -6349432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6349449.000000 Penalty: 5475.110352
	Iteration 40F: 3 clusters Score -6349449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6349461.500000 Penalty: 5475.110352
	Iteration 41Q: 3 clusters Score -6349462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6349493.000000 Penalty: 5475.110352
	Iteration 42Q: 3 clusters Score -6349493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6349511.500000 Penalty: 5475.110352
	Iteration 43Q: 3 clusters Score -6349512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6349531.000000 Penalty: 5475.110352
	Iteration 44Q: 3 clusters Score -6349531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6349544.500000 Penalty: 5475.110352
	Iteration 45Q: 3 clusters Score -6349544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6349545.000000 Penalty: 5475.110352
	Iteration 46Q: 3 clusters Score -6349545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6349569.500000 Penalty: 5475.110352
	Iteration 47Q: 3 clusters Score -6349570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6349576.000000 Penalty: 5475.110352
	Iteration 48Q: 3 clusters Score -6349576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6349578.500000 Penalty: 5475.110352
	Iteration 49Q: 3 clusters Score -6349578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6349572.000000 Penalty: 5475.110352
	Iteration 50Q: 3 clusters Score -6349572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6349574.500000 Penalty: 5475.110352
	Iteration 51Q: 3 clusters Score -6349574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6349572.500000 Penalty: 5475.110352
	Iteration 52Q: 3 clusters Score -6349572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6349571.500000 Penalty: 5475.110352
	Iteration 53Q: 3 clusters Score -6349572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6349585.500000 Penalty: 5475.110352
	Iteration 54Q: 3 clusters Score -6349586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6349585.500000 Penalty: 5475.110352
	Iteration 55Q: 3 clusters Score -6349586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6349589.000000 Penalty: 5475.110352
	Iteration 56Q: 3 clusters Score -6349589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6349592.500000 Penalty: 5475.110352
	Iteration 57Q: 3 clusters Score -6349592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6349592.500000 Penalty: 5475.110352
	Iteration 58F: 3 clusters Score -6349592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Entering Unmasked Estep 
Score: -2093755.750000 Penalty: 2452.744385
	Iteration 0F: 2 clusters Score -2093756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2079753.500000 Penalty: 4905.488770
	Iteration 0F: 3 clusters Score -2079754 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2084396.750000 Penalty: 4905.488770
	Iteration 1F: 3 clusters Score -2084397 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2084739.125000 Penalty: 4905.488770
	Iteration 2F: 3 clusters Score -2084739 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2084959.250000 Penalty: 4905.488770
	Iteration 3Q: 3 clusters Score -2084959 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2085139.750000 Penalty: 4905.488770
	Iteration 4Q: 3 clusters Score -2085140 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2085274.500000 Penalty: 4905.488770
	Iteration 5Q: 3 clusters Score -2085274 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2085408.625000 Penalty: 4905.488770
	Iteration 6Q: 3 clusters Score -2085409 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2085520.375000 Penalty: 4905.488770
	Iteration 7Q: 3 clusters Score -2085520 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2085620.375000 Penalty: 4905.488770
	Iteration 8Q: 3 clusters Score -2085620 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2085706.500000 Penalty: 4905.488770
	Iteration 9Q: 3 clusters Score -2085706 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2085778.375000 Penalty: 4905.488770
	Iteration 10Q: 3 clusters Score -2085778 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2085860.375000 Penalty: 4905.488770
	Iteration 11Q: 3 clusters Score -2085860 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2085952.750000 Penalty: 4905.488770
	Iteration 12Q: 3 clusters Score -2085953 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2086057.250000 Penalty: 4905.488770
	Iteration 13Q: 3 clusters Score -2086057 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2086191.375000 Penalty: 4905.488770
	Iteration 14Q: 3 clusters Score -2086191 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2086341.375000 Penalty: 4905.488770
	Iteration 15Q: 3 clusters Score -2086341 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2086538.000000 Penalty: 4905.488770
	Iteration 16Q: 3 clusters Score -2086538 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2086848.500000 Penalty: 4905.488770
	Iteration 17Q: 3 clusters Score -2086848 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2087297.625000 Penalty: 4905.488770
	Iteration 18Q: 3 clusters Score -2087298 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2087894.625000 Penalty: 4905.488770
	Iteration 19Q: 3 clusters Score -2087895 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2088520.500000 Penalty: 4905.488770
	Iteration 20F: 3 clusters Score -2088520 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2089026.375000 Penalty: 4905.488770
	Iteration 21Q: 3 clusters Score -2089026 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2089324.250000 Penalty: 4905.488770
	Iteration 22Q: 3 clusters Score -2089324 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2089491.125000 Penalty: 4905.488770
	Iteration 23Q: 3 clusters Score -2089491 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2089578.000000 Penalty: 4905.488770
	Iteration 24Q: 3 clusters Score -2089578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2089645.000000 Penalty: 4905.488770
	Iteration 25Q: 3 clusters Score -2089645 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2089712.500000 Penalty: 4905.488770
	Iteration 26Q: 3 clusters Score -2089712 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2089753.250000 Penalty: 4905.488770
	Iteration 27Q: 3 clusters Score -2089753 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2089789.125000 Penalty: 4905.488770
	Iteration 28Q: 3 clusters Score -2089789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2089819.750000 Penalty: 4905.488770
	Iteration 29Q: 3 clusters Score -2089820 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2089847.125000 Penalty: 4905.488770
	Iteration 30Q: 3 clusters Score -2089847 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2089876.000000 Penalty: 4905.488770
	Iteration 31Q: 3 clusters Score -2089876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2089908.250000 Penalty: 4905.488770
	Iteration 32Q: 3 clusters Score -2089908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2089929.625000 Penalty: 4905.488770
	Iteration 33Q: 3 clusters Score -2089930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2089956.625000 Penalty: 4905.488770
	Iteration 34Q: 3 clusters Score -2089957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2089990.250000 Penalty: 4905.488770
	Iteration 35Q: 3 clusters Score -2089990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2090028.250000 Penalty: 4905.488770
	Iteration 36Q: 3 clusters Score -2090028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2090060.750000 Penalty: 4905.488770
	Iteration 37Q: 3 clusters Score -2090061 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2090106.125000 Penalty: 4905.488770
	Iteration 38Q: 3 clusters Score -2090106 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2090146.375000 Penalty: 4905.488770
	Iteration 39Q: 3 clusters Score -2090146 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2090195.375000 Penalty: 4905.488770
	Iteration 40F: 3 clusters Score -2090195 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2090261.250000 Penalty: 4905.488770
	Iteration 41Q: 3 clusters Score -2090261 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2090321.250000 Penalty: 4905.488770
	Iteration 42Q: 3 clusters Score -2090321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2090393.625000 Penalty: 4905.488770
	Iteration 43Q: 3 clusters Score -2090394 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2090483.125000 Penalty: 4905.488770
	Iteration 44Q: 3 clusters Score -2090483 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2090560.500000 Penalty: 4905.488770
	Iteration 45Q: 3 clusters Score -2090560 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2090646.625000 Penalty: 4905.488770
	Iteration 46Q: 3 clusters Score -2090647 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2090713.125000 Penalty: 4905.488770
	Iteration 47Q: 3 clusters Score -2090713 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2090767.000000 Penalty: 4905.488770
	Iteration 48Q: 3 clusters Score -2090767 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2090800.500000 Penalty: 4905.488770
	Iteration 49Q: 3 clusters Score -2090800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2090844.750000 Penalty: 4905.488770
	Iteration 50Q: 3 clusters Score -2090845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2090862.875000 Penalty: 4905.488770
	Iteration 51Q: 3 clusters Score -2090863 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2090891.750000 Penalty: 4905.488770
	Iteration 52Q: 3 clusters Score -2090892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2090892.625000 Penalty: 4905.488770
	Iteration 53Q: 3 clusters Score -2090893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2090908.500000 Penalty: 4905.488770
	Iteration 54Q: 3 clusters Score -2090908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2090914.000000 Penalty: 4905.488770
	Iteration 55Q: 3 clusters Score -2090914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2090919.625000 Penalty: 4905.488770
	Iteration 56Q: 3 clusters Score -2090920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2090920.375000 Penalty: 4905.488770
	Iteration 57Q: 3 clusters Score -2090920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2090925.875000 Penalty: 4905.488770
	Iteration 58Q: 3 clusters Score -2090926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2090930.750000 Penalty: 4905.488770
	Iteration 59Q: 3 clusters Score -2090931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2090931.875000 Penalty: 4905.488770
	Iteration 60F: 3 clusters Score -2090932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2090937.000000 Penalty: 4905.488770
	Iteration 61Q: 3 clusters Score -2090937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2090931.750000 Penalty: 4905.488770
	Iteration 62Q: 3 clusters Score -2090932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2090928.375000 Penalty: 4905.488770
	Iteration 63Q: 3 clusters Score -2090928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2090931.250000 Penalty: 4905.488770
	Iteration 64Q: 3 clusters Score -2090931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2090934.125000 Penalty: 4905.488770
	Iteration 65Q: 3 clusters Score -2090934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2090933.125000 Penalty: 4905.488770
	Iteration 66Q: 3 clusters Score -2090933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2090933.500000 Penalty: 4905.488770
	Iteration 67Q: 3 clusters Score -2090934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2090934.125000 Penalty: 4905.488770
	Iteration 68Q: 3 clusters Score -2090934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2090934.125000 Penalty: 4905.488770
	Iteration 69F: 3 clusters Score -2090934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -240746.437500 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -240746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -237923.671875 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -237923.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -238537.609375 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -238537.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -238776.656250 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -238776.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238992.968750 Penalty: 3848.345215
	Iteration 3F: 3 clusters Score -238993 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239268.765625 Penalty: 3848.345215
	Iteration 4F: 3 clusters Score -239268.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239552.437500 Penalty: 3848.345215
	Iteration 5F: 3 clusters Score -239552.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -239845.484375 Penalty: 3848.345215
	Iteration 6F: 3 clusters Score -239845.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -240194.453125 Penalty: 3848.345215
	Iteration 7F: 3 clusters Score -240194.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -240397.875000 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -240397.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -240480.125000 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -240480.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -240517.078125 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -240517.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -240541.546875 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -240541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -240550.968750 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -240551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -240560.203125 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -240560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -240564.859375 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -240564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -240570.015625 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -240570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240572.578125 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -240572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -240574.593750 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -240574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -240575.687500 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -240575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -240576.546875 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -240576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -240577.187500 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -240577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -240577.718750 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -240577.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -240577.718750 Penalty: 3848.345215
	Iteration 22F: 3 clusters Score -240577.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -1325579.625000 Penalty: 2332.338379
	Iteration 0F: 2 clusters Score -1325580 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 6065 members 
Entering Unmasked Estep 
Score: -1316536.375000 Penalty: 4664.676758
	Iteration 0F: 3 clusters Score -1316536 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1319276.750000 Penalty: 4664.676758
	Iteration 1F: 3 clusters Score -1319277 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1319696.375000 Penalty: 4664.676758
	Iteration 2F: 3 clusters Score -1319696 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1320054.375000 Penalty: 4664.676758
	Iteration 3F: 3 clusters Score -1320054 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1320355.750000 Penalty: 4664.676758
	Iteration 4Q: 3 clusters Score -1320356 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1320679.125000 Penalty: 4664.676758
	Iteration 5Q: 3 clusters Score -1320679 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1321006.875000 Penalty: 4664.676758
	Iteration 6Q: 3 clusters Score -1321007 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1321333.625000 Penalty: 4664.676758
	Iteration 7Q: 3 clusters Score -1321334 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1321622.125000 Penalty: 4664.676758
	Iteration 8Q: 3 clusters Score -1321622 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1321901.875000 Penalty: 4664.676758
	Iteration 9Q: 3 clusters Score -1321902 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1322120.250000 Penalty: 4664.676758
	Iteration 10Q: 3 clusters Score -1322120 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1322295.250000 Penalty: 4664.676758
	Iteration 11Q: 3 clusters Score -1322295 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1322423.375000 Penalty: 4664.676758
	Iteration 12Q: 3 clusters Score -1322423 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1322502.875000 Penalty: 4664.676758
	Iteration 13Q: 3 clusters Score -1322503 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1322554.625000 Penalty: 4664.676758
	Iteration 14Q: 3 clusters Score -1322555 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1322603.625000 Penalty: 4664.676758
	Iteration 15Q: 3 clusters Score -1322604 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1322643.875000 Penalty: 4664.676758
	Iteration 16Q: 3 clusters Score -1322644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1322675.375000 Penalty: 4664.676758
	Iteration 17Q: 3 clusters Score -1322675 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1322700.750000 Penalty: 4664.676758
	Iteration 18Q: 3 clusters Score -1322701 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1322725.500000 Penalty: 4664.676758
	Iteration 19Q: 3 clusters Score -1322726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1322741.500000 Penalty: 4664.676758
	Iteration 20F: 3 clusters Score -1322742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1322755.875000 Penalty: 4664.676758
	Iteration 21Q: 3 clusters Score -1322756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1322777.875000 Penalty: 4664.676758
	Iteration 22Q: 3 clusters Score -1322778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1322792.875000 Penalty: 4664.676758
	Iteration 23Q: 3 clusters Score -1322793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1322810.250000 Penalty: 4664.676758
	Iteration 24Q: 3 clusters Score -1322810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1322839.125000 Penalty: 4664.676758
	Iteration 25Q: 3 clusters Score -1322839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1322862.000000 Penalty: 4664.676758
	Iteration 26Q: 3 clusters Score -1322862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1322889.375000 Penalty: 4664.676758
	Iteration 27Q: 3 clusters Score -1322889 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1322923.000000 Penalty: 4664.676758
	Iteration 28Q: 3 clusters Score -1322923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1322937.000000 Penalty: 4664.676758
	Iteration 29Q: 3 clusters Score -1322937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1322952.875000 Penalty: 4664.676758
	Iteration 30Q: 3 clusters Score -1322953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1322972.875000 Penalty: 4664.676758
	Iteration 31Q: 3 clusters Score -1322973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1322992.250000 Penalty: 4664.676758
	Iteration 32Q: 3 clusters Score -1322992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1323014.500000 Penalty: 4664.676758
	Iteration 33Q: 3 clusters Score -1323014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1323033.750000 Penalty: 4664.676758
	Iteration 34Q: 3 clusters Score -1323034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1323051.375000 Penalty: 4664.676758
	Iteration 35Q: 3 clusters Score -1323051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1323072.125000 Penalty: 4664.676758
	Iteration 36Q: 3 clusters Score -1323072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1323088.625000 Penalty: 4664.676758
	Iteration 37Q: 3 clusters Score -1323089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1323106.250000 Penalty: 4664.676758
	Iteration 38Q: 3 clusters Score -1323106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1323116.250000 Penalty: 4664.676758
	Iteration 39Q: 3 clusters Score -1323116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1323128.875000 Penalty: 4664.676758
	Iteration 40F: 3 clusters Score -1323129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1323137.375000 Penalty: 4664.676758
	Iteration 41Q: 3 clusters Score -1323137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1323159.125000 Penalty: 4664.676758
	Iteration 42Q: 3 clusters Score -1323159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1323178.125000 Penalty: 4664.676758
	Iteration 43Q: 3 clusters Score -1323178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1323205.375000 Penalty: 4664.676758
	Iteration 44Q: 3 clusters Score -1323205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1323220.375000 Penalty: 4664.676758
	Iteration 45Q: 3 clusters Score -1323220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1323241.250000 Penalty: 4664.676758
	Iteration 46Q: 3 clusters Score -1323241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1323253.625000 Penalty: 4664.676758
	Iteration 47Q: 3 clusters Score -1323254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1323270.625000 Penalty: 4664.676758
	Iteration 48Q: 3 clusters Score -1323271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1323288.125000 Penalty: 4664.676758
	Iteration 49Q: 3 clusters Score -1323288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1323300.875000 Penalty: 4664.676758
	Iteration 50Q: 3 clusters Score -1323301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1323321.125000 Penalty: 4664.676758
	Iteration 51Q: 3 clusters Score -1323321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1323332.000000 Penalty: 4664.676758
	Iteration 52Q: 3 clusters Score -1323332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1323347.750000 Penalty: 4664.676758
	Iteration 53Q: 3 clusters Score -1323348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1323356.375000 Penalty: 4664.676758
	Iteration 54Q: 3 clusters Score -1323356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1323365.500000 Penalty: 4664.676758
	Iteration 55Q: 3 clusters Score -1323366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1323378.750000 Penalty: 4664.676758
	Iteration 56Q: 3 clusters Score -1323379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1323386.750000 Penalty: 4664.676758
	Iteration 57Q: 3 clusters Score -1323387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1323393.125000 Penalty: 4664.676758
	Iteration 58Q: 3 clusters Score -1323393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1323401.375000 Penalty: 4664.676758
	Iteration 59Q: 3 clusters Score -1323401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1323408.000000 Penalty: 4664.676758
	Iteration 60F: 3 clusters Score -1323408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1323419.500000 Penalty: 4664.676758
	Iteration 61Q: 3 clusters Score -1323420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1323425.625000 Penalty: 4664.676758
	Iteration 62Q: 3 clusters Score -1323426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1323430.875000 Penalty: 4664.676758
	Iteration 63Q: 3 clusters Score -1323431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1323434.750000 Penalty: 4664.676758
	Iteration 64Q: 3 clusters Score -1323435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1323450.625000 Penalty: 4664.676758
	Iteration 65Q: 3 clusters Score -1323451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1323459.250000 Penalty: 4664.676758
	Iteration 66Q: 3 clusters Score -1323459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1323468.875000 Penalty: 4664.676758
	Iteration 67Q: 3 clusters Score -1323469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1323482.375000 Penalty: 4664.676758
	Iteration 68Q: 3 clusters Score -1323482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1323483.125000 Penalty: 4664.676758
	Iteration 69Q: 3 clusters Score -1323483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1323490.250000 Penalty: 4664.676758
	Iteration 70Q: 3 clusters Score -1323490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1323498.875000 Penalty: 4664.676758
	Iteration 71Q: 3 clusters Score -1323499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1323506.375000 Penalty: 4664.676758
	Iteration 72Q: 3 clusters Score -1323506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1323510.125000 Penalty: 4664.676758
	Iteration 73Q: 3 clusters Score -1323510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1323515.000000 Penalty: 4664.676758
	Iteration 74Q: 3 clusters Score -1323515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1323520.375000 Penalty: 4664.676758
	Iteration 75Q: 3 clusters Score -1323520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1323524.375000 Penalty: 4664.676758
	Iteration 76Q: 3 clusters Score -1323524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1323527.000000 Penalty: 4664.676758
	Iteration 77Q: 3 clusters Score -1323527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1323530.625000 Penalty: 4664.676758
	Iteration 78Q: 3 clusters Score -1323531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1323531.375000 Penalty: 4664.676758
	Iteration 79Q: 3 clusters Score -1323531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1323531.875000 Penalty: 4664.676758
	Iteration 80F: 3 clusters Score -1323532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1323533.125000 Penalty: 4664.676758
	Iteration 81Q: 3 clusters Score -1323533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1323532.750000 Penalty: 4664.676758
	Iteration 82Q: 3 clusters Score -1323533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1323537.500000 Penalty: 4664.676758
	Iteration 83Q: 3 clusters Score -1323538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1323539.875000 Penalty: 4664.676758
	Iteration 84Q: 3 clusters Score -1323540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1323542.625000 Penalty: 4664.676758
	Iteration 85Q: 3 clusters Score -1323543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1323544.375000 Penalty: 4664.676758
	Iteration 86Q: 3 clusters Score -1323544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1323548.000000 Penalty: 4664.676758
	Iteration 87Q: 3 clusters Score -1323548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1323550.000000 Penalty: 4664.676758
	Iteration 88Q: 3 clusters Score -1323550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1323558.750000 Penalty: 4664.676758
	Iteration 89Q: 3 clusters Score -1323559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1323564.750000 Penalty: 4664.676758
	Iteration 90Q: 3 clusters Score -1323565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1323571.500000 Penalty: 4664.676758
	Iteration 91Q: 3 clusters Score -1323572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1323579.250000 Penalty: 4664.676758
	Iteration 92Q: 3 clusters Score -1323579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1323587.000000 Penalty: 4664.676758
	Iteration 93Q: 3 clusters Score -1323587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1323593.250000 Penalty: 4664.676758
	Iteration 94Q: 3 clusters Score -1323593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1323603.375000 Penalty: 4664.676758
	Iteration 95Q: 3 clusters Score -1323603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1323607.250000 Penalty: 4664.676758
	Iteration 96Q: 3 clusters Score -1323607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1323610.875000 Penalty: 4664.676758
	Iteration 97Q: 3 clusters Score -1323611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1323616.875000 Penalty: 4664.676758
	Iteration 98Q: 3 clusters Score -1323617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1323625.250000 Penalty: 4664.676758
	Iteration 99Q: 3 clusters Score -1323625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1323627.000000 Penalty: 4664.676758
	Iteration 100F: 3 clusters Score -1323627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1323632.750000 Penalty: 4664.676758
	Iteration 101Q: 3 clusters Score -1323633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1323638.375000 Penalty: 4664.676758
	Iteration 102Q: 3 clusters Score -1323638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1323641.250000 Penalty: 4664.676758
	Iteration 103Q: 3 clusters Score -1323641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1323639.625000 Penalty: 4664.676758
	Iteration 104Q: 3 clusters Score -1323640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1323647.625000 Penalty: 4664.676758
	Iteration 105Q: 3 clusters Score -1323648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1323652.125000 Penalty: 4664.676758
	Iteration 106Q: 3 clusters Score -1323652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1323653.750000 Penalty: 4664.676758
	Iteration 107Q: 3 clusters Score -1323654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1323654.750000 Penalty: 4664.676758
	Iteration 108Q: 3 clusters Score -1323655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1323655.250000 Penalty: 4664.676758
	Iteration 109Q: 3 clusters Score -1323655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1323655.250000 Penalty: 4664.676758
	Iteration 110F: 3 clusters Score -1323655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -71814.984375 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -71814.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70063.507812 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -70063.51 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70360.187500 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -70360.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70547.953125 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -70547.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70856.828125 Penalty: 3317.423828
	Iteration 3F: 3 clusters Score -70856.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70984.695312 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -70984.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71040.945312 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -71040.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71123.539062 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -71123.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71211.039062 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -71211.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71294.867188 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -71294.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71334.703125 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -71334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71355.078125 Penalty: 3317.423828
	Iteration 10Q: 3 clusters Score -71355.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71371.867188 Penalty: 3317.423828
	Iteration 11Q: 3 clusters Score -71371.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71386.921875 Penalty: 3317.423828
	Iteration 12Q: 3 clusters Score -71386.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71394.570312 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -71394.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71405.046875 Penalty: 3317.423828
	Iteration 14Q: 3 clusters Score -71405.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71416.968750 Penalty: 3317.423828
	Iteration 15Q: 3 clusters Score -71416.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71419.046875 Penalty: 3317.423828
	Iteration 16Q: 3 clusters Score -71419.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71419.046875 Penalty: 3317.423828
	Iteration 17F: 3 clusters Score -71419.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (414384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414384 members 
Entering Unmasked Estep 
Score: -43779044.000000 Penalty: 3207.768066
	Iteration 0F: 2 clusters Score -4.377904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206966 members 
Mstep: Class 2 contains 207418 members 
Entering Unmasked Estep 
Score: -43531068.000000 Penalty: 6415.536133
	Iteration 0F: 3 clusters Score -4.353107e+07 nChanged 202252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199750 members 
Mstep: Class 2 contains 214634 members 
Entering Unmasked Estep 
Score: -43650680.000000 Penalty: 6415.536133
	Iteration 1F: 3 clusters Score -4.365068e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -43652228.000000 Penalty: 6415.536133
	Iteration 2Q: 3 clusters Score -4.365223e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 227845 members 
Entering Unmasked Estep 
Score: -43654560.000000 Penalty: 6415.536133
	Iteration 3Q: 3 clusters Score -4.365456e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 240534 members 
Entering Unmasked Estep 
Score: -43659332.000000 Penalty: 6415.536133
	Iteration 4Q: 3 clusters Score -4.365933e+07 nChanged 19906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Mstep: Class 2 contains 259566 members 
Entering Unmasked Estep 
Score: -43668528.000000 Penalty: 6415.536133
	Iteration 5Q: 3 clusters Score -4.366853e+07 nChanged 27988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127142 members 
Mstep: Class 2 contains 287242 members 
Entering Unmasked Estep 
Score: -43686048.000000 Penalty: 6415.536133
	Iteration 6F: 3 clusters Score -4.368605e+07 nChanged 35700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 322892 members 
Entering Unmasked Estep 
Score: -43714960.000000 Penalty: 6415.536133
	Iteration 7F: 3 clusters Score -4.371496e+07 nChanged 37296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 360180 members 
Entering Unmasked Estep 
Score: -43742584.000000 Penalty: 6415.536133
	Iteration 8F: 3 clusters Score -4.374258e+07 nChanged 27635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 387813 members 
Entering Unmasked Estep 
Score: -43760448.000000 Penalty: 6415.536133
	Iteration 9F: 3 clusters Score -4.376045e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 402885 members 
Entering Unmasked Estep 
Score: -43769140.000000 Penalty: 6415.536133
	Iteration 10Q: 3 clusters Score -4.376914e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 409604 members 
Entering Unmasked Estep 
Score: -43772996.000000 Penalty: 6415.536133
	Iteration 11Q: 3 clusters Score -4.3773e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 412232 members 
Entering Unmasked Estep 
Score: -43774796.000000 Penalty: 6415.536133
	Iteration 12Q: 3 clusters Score -4.37748e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 413217 members 
Entering Unmasked Estep 
Score: -43775480.000000 Penalty: 6415.536133
	Iteration 13Q: 3 clusters Score -4.377548e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 413595 members 
Entering Unmasked Estep 
Score: -43775796.000000 Penalty: 6415.536133
	Iteration 14Q: 3 clusters Score -4.37758e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 413770 members 
Entering Unmasked Estep 
Score: -43775940.000000 Penalty: 6415.536133
	Iteration 15Q: 3 clusters Score -4.377594e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 413840 members 
Entering Unmasked Estep 
Score: -43776044.000000 Penalty: 6415.536133
	Iteration 16Q: 3 clusters Score -4.377604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 413880 members 
Entering Unmasked Estep 
Score: -43776124.000000 Penalty: 6415.536133
	Iteration 17Q: 3 clusters Score -4.377612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 413899 members 
Entering Unmasked Estep 
Score: -43776136.000000 Penalty: 6415.536133
	Iteration 18Q: 3 clusters Score -4.377614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 413922 members 
Entering Unmasked Estep 
Score: -43776168.000000 Penalty: 6415.536133
	Iteration 19Q: 3 clusters Score -4.377617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 413930 members 
Entering Unmasked Estep 
Score: -43776184.000000 Penalty: 6415.536133
	Iteration 20F: 3 clusters Score -4.377618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 413933 members 
Entering Unmasked Estep 
Score: -43776164.000000 Penalty: 6415.536133
	Iteration 21Q: 3 clusters Score -4.377616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 413942 members 
Entering Unmasked Estep 
Score: -43776160.000000 Penalty: 6415.536133
	Iteration 22Q: 3 clusters Score -4.377616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 413951 members 
Entering Unmasked Estep 
Score: -43776188.000000 Penalty: 6415.536133
	Iteration 23Q: 3 clusters Score -4.377619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 413956 members 
Entering Unmasked Estep 
Score: -43776212.000000 Penalty: 6415.536133
	Iteration 24Q: 3 clusters Score -4.377621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 413956 members 
Entering Unmasked Estep 
Score: -43776204.000000 Penalty: 6415.536133
	Iteration 25Q: 3 clusters Score -4.37762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 413958 members 
Entering Unmasked Estep 
Score: -43776220.000000 Penalty: 6415.536133
	Iteration 26Q: 3 clusters Score -4.377622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 413961 members 
Entering Unmasked Estep 
Score: -43776224.000000 Penalty: 6415.536133
	Iteration 27Q: 3 clusters Score -4.377622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 413964 members 
Entering Unmasked Estep 
Score: -43776236.000000 Penalty: 6415.536133
	Iteration 28Q: 3 clusters Score -4.377624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 413965 members 
Entering Unmasked Estep 
Score: -43776216.000000 Penalty: 6415.536133
	Iteration 29Q: 3 clusters Score -4.377622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413968 members 
Entering Unmasked Estep 
Score: -43776220.000000 Penalty: 6415.536133
	Iteration 30Q: 3 clusters Score -4.377622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 413965 members 
Entering Unmasked Estep 
Score: -43776224.000000 Penalty: 6415.536133
	Iteration 31Q: 3 clusters Score -4.377622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 413967 members 
Entering Unmasked Estep 
Score: -43776236.000000 Penalty: 6415.536133
	Iteration 32Q: 3 clusters Score -4.377624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 413969 members 
Entering Unmasked Estep 
Score: -43776252.000000 Penalty: 6415.536133
	Iteration 33Q: 3 clusters Score -4.377625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413971 members 
Entering Unmasked Estep 
Score: -43776260.000000 Penalty: 6415.536133
	Iteration 34Q: 3 clusters Score -4.377626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413968 members 
Entering Unmasked Estep 
Score: -43776252.000000 Penalty: 6415.536133
	Iteration 35Q: 3 clusters Score -4.377625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413968 members 
Entering Unmasked Estep 
Score: -43776240.000000 Penalty: 6415.536133
	Iteration 36Q: 3 clusters Score -4.377624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 413970 members 
Entering Unmasked Estep 
Score: -43776268.000000 Penalty: 6415.536133
	Iteration 37Q: 3 clusters Score -4.377627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413971 members 
Entering Unmasked Estep 
Score: -43776284.000000 Penalty: 6415.536133
	Iteration 38Q: 3 clusters Score -4.377628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413972 members 
Entering Unmasked Estep 
Score: -43776272.000000 Penalty: 6415.536133
	Iteration 39Q: 3 clusters Score -4.377627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413971 members 
Entering Unmasked Estep 
Score: -43776276.000000 Penalty: 6415.536133
	Iteration 40F: 3 clusters Score -4.377628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413972 members 
Entering Unmasked Estep 
Score: -43776272.000000 Penalty: 6415.536133
	Iteration 41Q: 3 clusters Score -4.377627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413973 members 
Entering Unmasked Estep 
Score: -43776292.000000 Penalty: 6415.536133
	Iteration 42Q: 3 clusters Score -4.377629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413973 members 
Entering Unmasked Estep 
Score: -43776292.000000 Penalty: 6415.536133
	Iteration 43F: 3 clusters Score -4.377629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -282866.031250 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -282866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -279702.625000 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -279702.6 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -280355.968750 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -280356 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -280553.906250 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -280553.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -280686.937500 Penalty: 3948.320557
	Iteration 3F: 3 clusters Score -280686.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -280776.031250 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -280776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -280842.750000 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -280842.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -280900.500000 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -280900.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -280955.843750 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -280955.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -281013.000000 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -281013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -281061.562500 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -281061.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -281101.406250 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -281101.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -281130.656250 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -281130.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -281162.406250 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -281162.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -281189.406250 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -281189.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -281217.312500 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -281217.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -281236.843750 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -281236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -281247.562500 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -281247.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -281256.468750 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -281256.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -281263.968750 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -281264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -281268.500000 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -281268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -281269.875000 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -281269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -281272.593750 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -281272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -281277.906250 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -281277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -281283.062500 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -281283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -281285.000000 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -281285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -281288.218750 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -281288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -281289.906250 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -281289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -281291.281250 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -281291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -281291.937500 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -281291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -281293.312500 Penalty: 3948.320557
	Iteration 29Q: 3 clusters Score -281293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -281295.906250 Penalty: 3948.320557
	Iteration 30Q: 3 clusters Score -281295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -281296.625000 Penalty: 3948.320557
	Iteration 31Q: 3 clusters Score -281296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -281298.187500 Penalty: 3948.320557
	Iteration 32Q: 3 clusters Score -281298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -281299.937500 Penalty: 3948.320557
	Iteration 33Q: 3 clusters Score -281299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -281303.218750 Penalty: 3948.320557
	Iteration 34Q: 3 clusters Score -281303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -281307.812500 Penalty: 3948.320557
	Iteration 35Q: 3 clusters Score -281307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -281311.937500 Penalty: 3948.320557
	Iteration 36Q: 3 clusters Score -281311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -281315.625000 Penalty: 3948.320557
	Iteration 37Q: 3 clusters Score -281315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -281316.281250 Penalty: 3948.320557
	Iteration 38Q: 3 clusters Score -281316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -281316.750000 Penalty: 3948.320557
	Iteration 39Q: 3 clusters Score -281316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -281316.750000 Penalty: 3948.320557
	Iteration 40F: 3 clusters Score -281316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41768.382812 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41768.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41956.988281 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41956.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42028.531250 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -42028.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42067.519531 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42067.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42090.859375 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42090.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42099.656250 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42099.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42107.914062 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42107.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42113.632812 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42113.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42120.062500 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42120.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42132.921875 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42132.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42140.636719 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42140.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42145.417969 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42145.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42153.035156 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42153.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42164.621094 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42164.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42183.421875 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42183.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42209.566406 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -42209.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42247.140625 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -42247.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42250.773438 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -42250.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42252.476562 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -42252.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42252.476562 Penalty: 3081.452637
	Iteration 19F: 3 clusters Score -42252.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Entering Unmasked Estep 
Score: -4968536.500000 Penalty: 2663.509033
	Iteration 0F: 2 clusters Score -4968536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4937531.500000 Penalty: 5327.018066
	Iteration 0F: 3 clusters Score -4937532 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4949100.000000 Penalty: 5327.018066
	Iteration 1F: 3 clusters Score -4949100 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4949844.000000 Penalty: 5327.018066
	Iteration 2Q: 3 clusters Score -4949844 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -4950803.000000 Penalty: 5327.018066
	Iteration 3F: 3 clusters Score -4950803 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4952257.500000 Penalty: 5327.018066
	Iteration 4F: 3 clusters Score -4952258 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4954483.000000 Penalty: 5327.018066
	Iteration 5F: 3 clusters Score -4954483 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -4957795.500000 Penalty: 5327.018066
	Iteration 6F: 3 clusters Score -4957796 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4961449.000000 Penalty: 5327.018066
	Iteration 7F: 3 clusters Score -4961449 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -4964236.000000 Penalty: 5327.018066
	Iteration 8F: 3 clusters Score -4964236 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -4965666.000000 Penalty: 5327.018066
	Iteration 9Q: 3 clusters Score -4965666 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -4966293.000000 Penalty: 5327.018066
	Iteration 10Q: 3 clusters Score -4966293 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -4966608.000000 Penalty: 5327.018066
	Iteration 11Q: 3 clusters Score -4966608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -4966710.500000 Penalty: 5327.018066
	Iteration 12Q: 3 clusters Score -4966710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -4966815.000000 Penalty: 5327.018066
	Iteration 13Q: 3 clusters Score -4966815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -4966865.000000 Penalty: 5327.018066
	Iteration 14Q: 3 clusters Score -4966865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -4966898.500000 Penalty: 5327.018066
	Iteration 15Q: 3 clusters Score -4966898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -4966902.000000 Penalty: 5327.018066
	Iteration 16Q: 3 clusters Score -4966902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -4966920.500000 Penalty: 5327.018066
	Iteration 17Q: 3 clusters Score -4966920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -4966939.000000 Penalty: 5327.018066
	Iteration 18Q: 3 clusters Score -4966939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -4966942.500000 Penalty: 5327.018066
	Iteration 19Q: 3 clusters Score -4966942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -4966953.000000 Penalty: 5327.018066
	Iteration 20F: 3 clusters Score -4966953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -4966958.500000 Penalty: 5327.018066
	Iteration 21Q: 3 clusters Score -4966958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -4966956.000000 Penalty: 5327.018066
	Iteration 22Q: 3 clusters Score -4966956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -4966961.000000 Penalty: 5327.018066
	Iteration 23Q: 3 clusters Score -4966961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -4966961.500000 Penalty: 5327.018066
	Iteration 24Q: 3 clusters Score -4966962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -4966974.500000 Penalty: 5327.018066
	Iteration 25Q: 3 clusters Score -4966974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -4966973.000000 Penalty: 5327.018066
	Iteration 26Q: 3 clusters Score -4966973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -4966972.500000 Penalty: 5327.018066
	Iteration 27Q: 3 clusters Score -4966972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -4966972.000000 Penalty: 5327.018066
	Iteration 28Q: 3 clusters Score -4966972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -4966977.500000 Penalty: 5327.018066
	Iteration 29Q: 3 clusters Score -4966978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -4966981.500000 Penalty: 5327.018066
	Iteration 30Q: 3 clusters Score -4966982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -4966983.000000 Penalty: 5327.018066
	Iteration 31Q: 3 clusters Score -4966983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -4966986.000000 Penalty: 5327.018066
	Iteration 32Q: 3 clusters Score -4966986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4966990.500000 Penalty: 5327.018066
	Iteration 33Q: 3 clusters Score -4966990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -4966996.500000 Penalty: 5327.018066
	Iteration 34Q: 3 clusters Score -4966996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -4966998.000000 Penalty: 5327.018066
	Iteration 35Q: 3 clusters Score -4966998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -4966994.500000 Penalty: 5327.018066
	Iteration 36Q: 3 clusters Score -4966994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -4967000.000000 Penalty: 5327.018066
	Iteration 37Q: 3 clusters Score -4967000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -4967003.500000 Penalty: 5327.018066
	Iteration 38Q: 3 clusters Score -4967004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -4966998.500000 Penalty: 5327.018066
	Iteration 39Q: 3 clusters Score -4966998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -4967008.000000 Penalty: 5327.018066
	Iteration 40F: 3 clusters Score -4967008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (323523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323523 members 
Entering Unmasked Estep 
Score: -34364264.000000 Penalty: 3146.382324
	Iteration 0F: 2 clusters Score -3.436426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161657 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -34155936.000000 Penalty: 6292.764648
	Iteration 0F: 3 clusters Score -3.415594e+07 nChanged 156932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -34250252.000000 Penalty: 6292.764648
	Iteration 1F: 3 clusters Score -3.425025e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150881 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -34252480.000000 Penalty: 6292.764648
	Iteration 2Q: 3 clusters Score -3.425248e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -34256012.000000 Penalty: 6292.764648
	Iteration 3Q: 3 clusters Score -3.425601e+07 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 188050 members 
Entering Unmasked Estep 
Score: -34261548.000000 Penalty: 6292.764648
	Iteration 4Q: 3 clusters Score -3.426155e+07 nChanged 17698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 200908 members 
Entering Unmasked Estep 
Score: -34270136.000000 Penalty: 6292.764648
	Iteration 5F: 3 clusters Score -3.427014e+07 nChanged 20786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 217050 members 
Entering Unmasked Estep 
Score: -34282452.000000 Penalty: 6292.764648
	Iteration 6F: 3 clusters Score -3.428245e+07 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 234058 members 
Entering Unmasked Estep 
Score: -34296372.000000 Penalty: 6292.764648
	Iteration 7F: 3 clusters Score -3.429637e+07 nChanged 19491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 249577 members 
Entering Unmasked Estep 
Score: -34310756.000000 Penalty: 6292.764648
	Iteration 8F: 3 clusters Score -3.431076e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 261301 members 
Entering Unmasked Estep 
Score: -34323700.000000 Penalty: 6292.764648
	Iteration 9F: 3 clusters Score -3.43237e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 269216 members 
Entering Unmasked Estep 
Score: -34333464.000000 Penalty: 6292.764648
	Iteration 10Q: 3 clusters Score -3.433346e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 274048 members 
Entering Unmasked Estep 
Score: -34340228.000000 Penalty: 6292.764648
	Iteration 11Q: 3 clusters Score -3.434023e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 277499 members 
Entering Unmasked Estep 
Score: -34343716.000000 Penalty: 6292.764648
	Iteration 12Q: 3 clusters Score -3.434372e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 280486 members 
Entering Unmasked Estep 
Score: -34345828.000000 Penalty: 6292.764648
	Iteration 13Q: 3 clusters Score -3.434583e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 283228 members 
Entering Unmasked Estep 
Score: -34347380.000000 Penalty: 6292.764648
	Iteration 14Q: 3 clusters Score -3.434738e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 285760 members 
Entering Unmasked Estep 
Score: -34348476.000000 Penalty: 6292.764648
	Iteration 15Q: 3 clusters Score -3.434848e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 288130 members 
Entering Unmasked Estep 
Score: -34349180.000000 Penalty: 6292.764648
	Iteration 16Q: 3 clusters Score -3.434918e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 290404 members 
Entering Unmasked Estep 
Score: -34349848.000000 Penalty: 6292.764648
	Iteration 17Q: 3 clusters Score -3.434985e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 292662 members 
Entering Unmasked Estep 
Score: -34350588.000000 Penalty: 6292.764648
	Iteration 18Q: 3 clusters Score -3.435059e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 294902 members 
Entering Unmasked Estep 
Score: -34351380.000000 Penalty: 6292.764648
	Iteration 19Q: 3 clusters Score -3.435138e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 297011 members 
Entering Unmasked Estep 
Score: -34352192.000000 Penalty: 6292.764648
	Iteration 20F: 3 clusters Score -3.435219e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 299010 members 
Entering Unmasked Estep 
Score: -34352752.000000 Penalty: 6292.764648
	Iteration 21Q: 3 clusters Score -3.435275e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 300936 members 
Entering Unmasked Estep 
Score: -34353480.000000 Penalty: 6292.764648
	Iteration 22Q: 3 clusters Score -3.435348e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 302873 members 
Entering Unmasked Estep 
Score: -34354204.000000 Penalty: 6292.764648
	Iteration 23Q: 3 clusters Score -3.43542e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 304676 members 
Entering Unmasked Estep 
Score: -34354856.000000 Penalty: 6292.764648
	Iteration 24Q: 3 clusters Score -3.435486e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 306410 members 
Entering Unmasked Estep 
Score: -34355292.000000 Penalty: 6292.764648
	Iteration 25Q: 3 clusters Score -3.435529e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 308086 members 
Entering Unmasked Estep 
Score: -34355988.000000 Penalty: 6292.764648
	Iteration 26Q: 3 clusters Score -3.435599e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 309671 members 
Entering Unmasked Estep 
Score: -34356476.000000 Penalty: 6292.764648
	Iteration 27Q: 3 clusters Score -3.435648e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 311081 members 
Entering Unmasked Estep 
Score: -34357056.000000 Penalty: 6292.764648
	Iteration 28Q: 3 clusters Score -3.435706e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 312348 members 
Entering Unmasked Estep 
Score: -34357436.000000 Penalty: 6292.764648
	Iteration 29Q: 3 clusters Score -3.435744e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 313468 members 
Entering Unmasked Estep 
Score: -34357748.000000 Penalty: 6292.764648
	Iteration 30Q: 3 clusters Score -3.435775e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 314497 members 
Entering Unmasked Estep 
Score: -34358156.000000 Penalty: 6292.764648
	Iteration 31Q: 3 clusters Score -3.435816e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 315374 members 
Entering Unmasked Estep 
Score: -34358524.000000 Penalty: 6292.764648
	Iteration 32Q: 3 clusters Score -3.435852e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 316178 members 
Entering Unmasked Estep 
Score: -34358888.000000 Penalty: 6292.764648
	Iteration 33Q: 3 clusters Score -3.435889e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 316909 members 
Entering Unmasked Estep 
Score: -34359244.000000 Penalty: 6292.764648
	Iteration 34Q: 3 clusters Score -3.435924e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 317547 members 
Entering Unmasked Estep 
Score: -34359556.000000 Penalty: 6292.764648
	Iteration 35Q: 3 clusters Score -3.435956e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 318131 members 
Entering Unmasked Estep 
Score: -34359796.000000 Penalty: 6292.764648
	Iteration 36Q: 3 clusters Score -3.43598e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 318611 members 
Entering Unmasked Estep 
Score: -34360100.000000 Penalty: 6292.764648
	Iteration 37Q: 3 clusters Score -3.43601e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 319004 members 
Entering Unmasked Estep 
Score: -34360292.000000 Penalty: 6292.764648
	Iteration 38Q: 3 clusters Score -3.436029e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 319317 members 
Entering Unmasked Estep 
Score: -34360436.000000 Penalty: 6292.764648
	Iteration 39Q: 3 clusters Score -3.436044e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 319602 members 
Entering Unmasked Estep 
Score: -34360584.000000 Penalty: 6292.764648
	Iteration 40F: 3 clusters Score -3.436058e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 319859 members 
Entering Unmasked Estep 
Score: -34360664.000000 Penalty: 6292.764648
	Iteration 41Q: 3 clusters Score -3.436066e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 320087 members 
Entering Unmasked Estep 
Score: -34360872.000000 Penalty: 6292.764648
	Iteration 42Q: 3 clusters Score -3.436087e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 320281 members 
Entering Unmasked Estep 
Score: -34360948.000000 Penalty: 6292.764648
	Iteration 43Q: 3 clusters Score -3.436095e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 320433 members 
Entering Unmasked Estep 
Score: -34361012.000000 Penalty: 6292.764648
	Iteration 44Q: 3 clusters Score -3.436101e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 320564 members 
Entering Unmasked Estep 
Score: -34361064.000000 Penalty: 6292.764648
	Iteration 45Q: 3 clusters Score -3.436106e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 320681 members 
Entering Unmasked Estep 
Score: -34361096.000000 Penalty: 6292.764648
	Iteration 46Q: 3 clusters Score -3.43611e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 320782 members 
Entering Unmasked Estep 
Score: -34361192.000000 Penalty: 6292.764648
	Iteration 47Q: 3 clusters Score -3.436119e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 320862 members 
Entering Unmasked Estep 
Score: -34361228.000000 Penalty: 6292.764648
	Iteration 48Q: 3 clusters Score -3.436123e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 320949 members 
Entering Unmasked Estep 
Score: -34361244.000000 Penalty: 6292.764648
	Iteration 49Q: 3 clusters Score -3.436124e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 321031 members 
Entering Unmasked Estep 
Score: -34361280.000000 Penalty: 6292.764648
	Iteration 50Q: 3 clusters Score -3.436128e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 321105 members 
Entering Unmasked Estep 
Score: -34361292.000000 Penalty: 6292.764648
	Iteration 51Q: 3 clusters Score -3.436129e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 321182 members 
Entering Unmasked Estep 
Score: -34361312.000000 Penalty: 6292.764648
	Iteration 52Q: 3 clusters Score -3.436131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 321247 members 
Entering Unmasked Estep 
Score: -34361360.000000 Penalty: 6292.764648
	Iteration 53Q: 3 clusters Score -3.436136e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 321308 members 
Entering Unmasked Estep 
Score: -34361400.000000 Penalty: 6292.764648
	Iteration 54Q: 3 clusters Score -3.43614e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 321370 members 
Entering Unmasked Estep 
Score: -34361428.000000 Penalty: 6292.764648
	Iteration 55Q: 3 clusters Score -3.436143e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 321407 members 
Entering Unmasked Estep 
Score: -34361432.000000 Penalty: 6292.764648
	Iteration 56Q: 3 clusters Score -3.436143e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 321439 members 
Entering Unmasked Estep 
Score: -34361444.000000 Penalty: 6292.764648
	Iteration 57Q: 3 clusters Score -3.436144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 321474 members 
Entering Unmasked Estep 
Score: -34361488.000000 Penalty: 6292.764648
	Iteration 58Q: 3 clusters Score -3.436149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 321497 members 
Entering Unmasked Estep 
Score: -34361484.000000 Penalty: 6292.764648
	Iteration 59Q: 3 clusters Score -3.436148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 321513 members 
Entering Unmasked Estep 
Score: -34361492.000000 Penalty: 6292.764648
	Iteration 60F: 3 clusters Score -3.436149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 321530 members 
Entering Unmasked Estep 
Score: -34361488.000000 Penalty: 6292.764648
	Iteration 61Q: 3 clusters Score -3.436149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 321536 members 
Entering Unmasked Estep 
Score: -34361504.000000 Penalty: 6292.764648
	Iteration 62Q: 3 clusters Score -3.43615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 321539 members 
Entering Unmasked Estep 
Score: -34361480.000000 Penalty: 6292.764648
	Iteration 63Q: 3 clusters Score -3.436148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 321544 members 
Entering Unmasked Estep 
Score: -34361472.000000 Penalty: 6292.764648
	Iteration 64Q: 3 clusters Score -3.436147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 321546 members 
Entering Unmasked Estep 
Score: -34361492.000000 Penalty: 6292.764648
	Iteration 65Q: 3 clusters Score -3.436149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 321549 members 
Entering Unmasked Estep 
Score: -34361492.000000 Penalty: 6292.764648
	Iteration 66Q: 3 clusters Score -3.436149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 321550 members 
Entering Unmasked Estep 
Score: -34361508.000000 Penalty: 6292.764648
	Iteration 67Q: 3 clusters Score -3.436151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 321551 members 
Entering Unmasked Estep 
Score: -34361512.000000 Penalty: 6292.764648
	Iteration 68Q: 3 clusters Score -3.436151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 321551 members 
Entering Unmasked Estep 
Score: -34361508.000000 Penalty: 6292.764648
	Iteration 69Q: 3 clusters Score -3.436151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 321552 members 
Entering Unmasked Estep 
Score: -34361496.000000 Penalty: 6292.764648
	Iteration 70Q: 3 clusters Score -3.43615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 321554 members 
Entering Unmasked Estep 
Score: -34361508.000000 Penalty: 6292.764648
	Iteration 71Q: 3 clusters Score -3.436151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 321554 members 
Entering Unmasked Estep 
Score: -34361516.000000 Penalty: 6292.764648
	Iteration 72Q: 3 clusters Score -3.436152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 321556 members 
Entering Unmasked Estep 
Score: -34361512.000000 Penalty: 6292.764648
	Iteration 73Q: 3 clusters Score -3.436151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 321558 members 
Entering Unmasked Estep 
Score: -34361508.000000 Penalty: 6292.764648
	Iteration 74Q: 3 clusters Score -3.436151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 321559 members 
Entering Unmasked Estep 
Score: -34361512.000000 Penalty: 6292.764648
	Iteration 75Q: 3 clusters Score -3.436151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 321562 members 
Entering Unmasked Estep 
Score: -34361528.000000 Penalty: 6292.764648
	Iteration 76Q: 3 clusters Score -3.436153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 321562 members 
Entering Unmasked Estep 
Score: -34361520.000000 Penalty: 6292.764648
	Iteration 77Q: 3 clusters Score -3.436152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 321565 members 
Entering Unmasked Estep 
Score: -34361520.000000 Penalty: 6292.764648
	Iteration 78Q: 3 clusters Score -3.436152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 321566 members 
Entering Unmasked Estep 
Score: -34361520.000000 Penalty: 6292.764648
	Iteration 79Q: 3 clusters Score -3.436152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 321567 members 
Entering Unmasked Estep 
Score: -34361520.000000 Penalty: 6292.764648
	Iteration 80F: 3 clusters Score -3.436152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45277.265625 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45277.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43782.144531 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43782.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43985.121094 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43985.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44070.578125 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -44070.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44102.714844 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44102.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44122.117188 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44122.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44155.800781 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44175.554688 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44175.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44186.613281 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44186.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44192.621094 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -44192.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44198.808594 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -44198.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44206.433594 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -44206.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44211.812500 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -44211.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44213.445312 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -44213.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44214.265625 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -44214.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44214.265625 Penalty: 3067.337891
	Iteration 14F: 3 clusters Score -44214.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -107867.906250 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -107867.9 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 571 members 
Entering Unmasked Estep 
Score: -105807.492188 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -105807.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106146.023438 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -106146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106293.046875 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -106293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -106379.648438 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -106379.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -106435.367188 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -106435.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -106478.570312 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -106478.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -106514.398438 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -106514.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106565.632812 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -106565.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -106602.125000 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -106602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106633.039062 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -106633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -106657.929688 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -106657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -106666.703125 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -106666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -106676.453125 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -106676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -106682.773438 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -106682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -106690.265625 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -106690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -106696.460938 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -106696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -106702.148438 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -106702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -106708.984375 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -106709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -106712.960938 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -106713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106721.687500 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -106721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106727.468750 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -106727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -106734.218750 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -106734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106738.773438 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -106738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106742.554688 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -106742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -106746.671875 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -106746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106748.492188 Penalty: 3482.014648
	Iteration 25Q: 3 clusters Score -106748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -106751.156250 Penalty: 3482.014648
	Iteration 26Q: 3 clusters Score -106751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106757.007812 Penalty: 3482.014648
	Iteration 27Q: 3 clusters Score -106757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -106758.625000 Penalty: 3482.014648
	Iteration 28Q: 3 clusters Score -106758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -106761.960938 Penalty: 3482.014648
	Iteration 29Q: 3 clusters Score -106762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -106765.835938 Penalty: 3482.014648
	Iteration 30Q: 3 clusters Score -106765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -106769.148438 Penalty: 3482.014648
	Iteration 31Q: 3 clusters Score -106769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -106773.820312 Penalty: 3482.014648
	Iteration 32Q: 3 clusters Score -106773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -106775.039062 Penalty: 3482.014648
	Iteration 33Q: 3 clusters Score -106775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -106775.734375 Penalty: 3482.014648
	Iteration 34Q: 3 clusters Score -106775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106776.703125 Penalty: 3482.014648
	Iteration 35Q: 3 clusters Score -106776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106776.703125 Penalty: 3482.014648
	Iteration 36F: 3 clusters Score -106776.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78190.890625 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78190.89 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78607.718750 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78607.72 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79011.171875 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -79011.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79268.835938 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -79268.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79417.968750 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -79417.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79505.757812 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -79505.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79596.046875 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -79596.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79711.390625 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79711.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79838.929688 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79838.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79902.570312 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79902.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79963.179688 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -79963.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79989.796875 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -79989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79996.140625 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -79996.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80018.375000 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -80018.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80041.695312 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80055.187500 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80055.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80063.265625 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80063.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80067.554688 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80067.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80071.031250 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80071.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80071.718750 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80071.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80071.718750 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80071.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 190200 members 
Mstep: Class 3 contains 270033 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62226 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414384 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323523 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 422 members 
Entering Unmasked Estep 
Score: -158369680.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158371600.000000 to -158369680.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 190200 members 
Mstep: Class 3 contains 270033 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62226 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414384 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323523 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371632.000000 Penalty: 84740.203125
Iteration 159Q: 25 clusters Score -1.583716e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 190250 members 
Mstep: Class 3 contains 270011 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7554 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35350 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62279 members 
Mstep: Class 13 contains 19683 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12155 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414373 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323510 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371584.000000 Penalty: 84740.203125
Iteration 160F: 25 clusters Score -1.583716e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 190285 members 
Mstep: Class 3 contains 269979 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7540 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35352 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62337 members 
Mstep: Class 13 contains 19626 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12164 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414361 members 
Mstep: Class 18 contains 2872 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323516 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 84740.203125
Iteration 161Q: 25 clusters Score -1.583716e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 190311 members 
Mstep: Class 3 contains 269947 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35352 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62404 members 
Mstep: Class 13 contains 19569 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 12174 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414340 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 323532 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371568.000000 Penalty: 84740.203125
Iteration 162Q: 25 clusters Score -1.583716e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 190349 members 
Mstep: Class 3 contains 269919 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35352 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 19516 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 12187 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414319 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 323540 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371520.000000 Penalty: 84740.203125
Iteration 163Q: 25 clusters Score -1.583715e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 190386 members 
Mstep: Class 3 contains 269882 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7467 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62526 members 
Mstep: Class 13 contains 19476 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12195 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414302 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46168 members 
Mstep: Class 21 contains 323555 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371552.000000 Penalty: 84740.203125
Iteration 164Q: 25 clusters Score -1.583716e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 190418 members 
Mstep: Class 3 contains 269845 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29652 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62582 members 
Mstep: Class 13 contains 19435 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12202 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414300 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 323568 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371632.000000 Penalty: 84740.203125
Iteration 165Q: 25 clusters Score -1.583716e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 190450 members 
Mstep: Class 3 contains 269830 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29656 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62647 members 
Mstep: Class 13 contains 19383 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414258 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46161 members 
Mstep: Class 21 contains 323580 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371504.000000 Penalty: 84740.203125
Iteration 166Q: 25 clusters Score -1.583715e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 190485 members 
Mstep: Class 3 contains 269807 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29654 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62710 members 
Mstep: Class 13 contains 19339 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12219 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414233 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 323592 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371536.000000 Penalty: 84740.203125
Iteration 167Q: 25 clusters Score -1.583715e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 190522 members 
Mstep: Class 3 contains 269771 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7370 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29653 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62773 members 
Mstep: Class 13 contains 19289 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12228 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414225 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46159 members 
Mstep: Class 21 contains 323600 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371632.000000 Penalty: 84740.203125
Iteration 168Q: 25 clusters Score -1.583716e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 190563 members 
Mstep: Class 3 contains 269734 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62833 members 
Mstep: Class 13 contains 19245 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414204 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 323607 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 84740.203125
Iteration 169Q: 25 clusters Score -1.583716e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 190603 members 
Mstep: Class 3 contains 269701 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7344 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29650 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62887 members 
Mstep: Class 13 contains 19201 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12243 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414177 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 323617 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 84740.203125
Iteration 170Q: 25 clusters Score -1.583716e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 190644 members 
Mstep: Class 3 contains 269672 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 62955 members 
Mstep: Class 13 contains 19148 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12252 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414135 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 323638 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371520.000000 Penalty: 84740.203125
Iteration 171Q: 25 clusters Score -1.583715e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 190685 members 
Mstep: Class 3 contains 269637 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29650 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63006 members 
Mstep: Class 13 contains 19109 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12259 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414098 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 323652 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371424.000000 Penalty: 84740.203125
Iteration 172Q: 25 clusters Score -1.583714e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 190736 members 
Mstep: Class 3 contains 269610 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28828 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63057 members 
Mstep: Class 13 contains 19066 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12270 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414054 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 323653 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371408.000000 Penalty: 84740.203125
Iteration 173Q: 25 clusters Score -1.583714e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 190776 members 
Mstep: Class 3 contains 269580 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35358 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63097 members 
Mstep: Class 13 contains 19031 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414019 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 323659 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371472.000000 Penalty: 84740.203125
Iteration 174Q: 25 clusters Score -1.583715e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 190809 members 
Mstep: Class 3 contains 269555 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28828 members 
Mstep: Class 8 contains 29649 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63148 members 
Mstep: Class 13 contains 18987 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 414003 members 
Mstep: Class 18 contains 2924 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 323644 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371568.000000 Penalty: 84740.203125
Iteration 175Q: 25 clusters Score -1.583716e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 190851 members 
Mstep: Class 3 contains 269524 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29650 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63206 members 
Mstep: Class 13 contains 18945 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413963 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46158 members 
Mstep: Class 21 contains 323641 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371520.000000 Penalty: 84740.203125
Iteration 176Q: 25 clusters Score -1.583715e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 190910 members 
Mstep: Class 3 contains 269486 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29650 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63254 members 
Mstep: Class 13 contains 18908 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413924 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 323640 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371488.000000 Penalty: 84740.203125
Iteration 177Q: 25 clusters Score -1.583715e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 190950 members 
Mstep: Class 3 contains 269463 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63313 members 
Mstep: Class 13 contains 18857 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12318 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 413887 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 323653 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371584.000000 Penalty: 84740.203125
Iteration 178Q: 25 clusters Score -1.583716e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 191001 members 
Mstep: Class 3 contains 269427 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29655 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63371 members 
Mstep: Class 13 contains 18802 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413853 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 323669 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371504.000000 Penalty: 84740.203125
Iteration 179Q: 25 clusters Score -1.583715e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 191065 members 
Mstep: Class 3 contains 269390 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63429 members 
Mstep: Class 13 contains 18742 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12336 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413814 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 323681 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371456.000000 Penalty: 84740.203125
Iteration 180F: 25 clusters Score -1.583715e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 191140 members 
Mstep: Class 3 contains 269357 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7201 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28828 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63504 members 
Mstep: Class 13 contains 18673 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413784 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 323670 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371424.000000 Penalty: 84740.203125
Iteration 181Q: 25 clusters Score -1.583714e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 191195 members 
Mstep: Class 3 contains 269317 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7183 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28828 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63570 members 
Mstep: Class 13 contains 18612 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12354 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413757 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46161 members 
Mstep: Class 21 contains 323661 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371424.000000 Penalty: 84740.203125
Iteration 182Q: 25 clusters Score -1.583714e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 191250 members 
Mstep: Class 3 contains 269292 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7170 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29649 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35358 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63628 members 
Mstep: Class 13 contains 18550 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12361 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413730 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 323648 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 84740.203125
Iteration 183Q: 25 clusters Score -1.583716e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 191309 members 
Mstep: Class 3 contains 269264 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 7147 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29650 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63699 members 
Mstep: Class 13 contains 18493 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12371 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413715 members 
Mstep: Class 18 contains 2986 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 323620 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 84740.203125
Iteration 184Q: 25 clusters Score -1.583716e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 191381 members 
Mstep: Class 3 contains 269229 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35357 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63746 members 
Mstep: Class 13 contains 18462 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12382 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413684 members 
Mstep: Class 18 contains 2992 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 323600 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 84740.203125
Iteration 185Q: 25 clusters Score -1.583716e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 191445 members 
Mstep: Class 3 contains 269199 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7114 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 29649 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63785 members 
Mstep: Class 13 contains 18437 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413650 members 
Mstep: Class 18 contains 2999 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 323581 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371488.000000 Penalty: 84740.203125
Iteration 186Q: 25 clusters Score -1.583715e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 191503 members 
Mstep: Class 3 contains 269159 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63810 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12411 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413638 members 
Mstep: Class 18 contains 3009 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 323557 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 84740.203125
Iteration 187Q: 25 clusters Score -1.583718e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 191562 members 
Mstep: Class 3 contains 269125 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29650 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63828 members 
Mstep: Class 13 contains 18393 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12418 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413612 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46168 members 
Mstep: Class 21 contains 323547 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371840.000000 Penalty: 84740.203125
Iteration 188Q: 25 clusters Score -1.583718e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 191613 members 
Mstep: Class 3 contains 269093 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 7083 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28828 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63854 members 
Mstep: Class 13 contains 18364 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12428 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413588 members 
Mstep: Class 18 contains 3031 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46170 members 
Mstep: Class 21 contains 323541 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 84740.203125
Iteration 189Q: 25 clusters Score -1.583718e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 191662 members 
Mstep: Class 3 contains 269050 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 7074 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63867 members 
Mstep: Class 13 contains 18344 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12438 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413572 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 323537 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 84740.203125
Iteration 190Q: 25 clusters Score -1.583717e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 191727 members 
Mstep: Class 3 contains 269013 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35357 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63885 members 
Mstep: Class 13 contains 18322 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12447 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413553 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323520 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 84740.203125
Iteration 191Q: 25 clusters Score -1.583719e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 191790 members 
Mstep: Class 3 contains 268983 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35358 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63902 members 
Mstep: Class 13 contains 18303 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12463 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413527 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 323494 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 84740.203125
Iteration 192Q: 25 clusters Score -1.583718e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 191855 members 
Mstep: Class 3 contains 268960 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63913 members 
Mstep: Class 13 contains 18286 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413489 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 323469 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 84740.203125
Iteration 193Q: 25 clusters Score -1.583718e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 191907 members 
Mstep: Class 3 contains 268938 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 7051 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28828 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63926 members 
Mstep: Class 13 contains 18266 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12485 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413466 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 323450 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 84740.203125
Iteration 194Q: 25 clusters Score -1.583719e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 191960 members 
Mstep: Class 3 contains 268913 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35361 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63940 members 
Mstep: Class 13 contains 18244 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12498 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413448 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46186 members 
Mstep: Class 21 contains 323421 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 84740.203125
Iteration 195Q: 25 clusters Score -1.583717e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 192007 members 
Mstep: Class 3 contains 268895 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 7043 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35365 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63956 members 
Mstep: Class 13 contains 18220 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413422 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46187 members 
Mstep: Class 21 contains 323400 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371728.000000 Penalty: 84740.203125
Iteration 196Q: 25 clusters Score -1.583717e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 192086 members 
Mstep: Class 3 contains 268867 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7037 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35365 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63968 members 
Mstep: Class 13 contains 18202 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413399 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 323371 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 84740.203125
Iteration 197Q: 25 clusters Score -1.583717e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 192171 members 
Mstep: Class 3 contains 268826 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 63988 members 
Mstep: Class 13 contains 18175 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12527 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413395 members 
Mstep: Class 18 contains 3121 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46187 members 
Mstep: Class 21 contains 323319 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372016.000000 Penalty: 84740.203125
Iteration 198Q: 25 clusters Score -1.58372e+08 nChanged 301
Entering ConstructFrom: 
Score: -158372016.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (61289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Entering Unmasked Estep 
Score: -6606951.000000 Penalty: 2733.792236
	Iteration 0F: 2 clusters Score -6606951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -6565872.000000 Penalty: 5467.584473
	Iteration 0F: 3 clusters Score -6565872 nChanged 28442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -6582036.000000 Penalty: 5467.584473
	Iteration 1F: 3 clusters Score -6582036 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6582814.500000 Penalty: 5467.584473
	Iteration 2Q: 3 clusters Score -6582814 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -6583779.500000 Penalty: 5467.584473
	Iteration 3Q: 3 clusters Score -6583780 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6585148.500000 Penalty: 5467.584473
	Iteration 4Q: 3 clusters Score -6585148 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -6587112.500000 Penalty: 5467.584473
	Iteration 5F: 3 clusters Score -6587112 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6590133.500000 Penalty: 5467.584473
	Iteration 6F: 3 clusters Score -6590134 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -6594224.500000 Penalty: 5467.584473
	Iteration 7F: 3 clusters Score -6594224 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -6598463.500000 Penalty: 5467.584473
	Iteration 8F: 3 clusters Score -6598464 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -6601508.500000 Penalty: 5467.584473
	Iteration 9F: 3 clusters Score -6601508 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -6603078.500000 Penalty: 5467.584473
	Iteration 10Q: 3 clusters Score -6603078 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -6603828.000000 Penalty: 5467.584473
	Iteration 11Q: 3 clusters Score -6603828 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -6604172.500000 Penalty: 5467.584473
	Iteration 12Q: 3 clusters Score -6604172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -6604336.000000 Penalty: 5467.584473
	Iteration 13Q: 3 clusters Score -6604336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -6604468.000000 Penalty: 5467.584473
	Iteration 14Q: 3 clusters Score -6604468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -6604545.000000 Penalty: 5467.584473
	Iteration 15Q: 3 clusters Score -6604545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -6604578.500000 Penalty: 5467.584473
	Iteration 16Q: 3 clusters Score -6604578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -6604600.000000 Penalty: 5467.584473
	Iteration 17Q: 3 clusters Score -6604600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -6604618.000000 Penalty: 5467.584473
	Iteration 18Q: 3 clusters Score -6604618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -6604627.500000 Penalty: 5467.584473
	Iteration 19Q: 3 clusters Score -6604628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -6604640.000000 Penalty: 5467.584473
	Iteration 20F: 3 clusters Score -6604640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -6604661.500000 Penalty: 5467.584473
	Iteration 21Q: 3 clusters Score -6604662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -6604693.000000 Penalty: 5467.584473
	Iteration 22Q: 3 clusters Score -6604693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -6604712.000000 Penalty: 5467.584473
	Iteration 23Q: 3 clusters Score -6604712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -6604757.000000 Penalty: 5467.584473
	Iteration 24Q: 3 clusters Score -6604757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -6604774.500000 Penalty: 5467.584473
	Iteration 25Q: 3 clusters Score -6604774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -6604803.500000 Penalty: 5467.584473
	Iteration 26Q: 3 clusters Score -6604804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6604822.500000 Penalty: 5467.584473
	Iteration 27Q: 3 clusters Score -6604822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -6604855.500000 Penalty: 5467.584473
	Iteration 28Q: 3 clusters Score -6604856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -6604868.000000 Penalty: 5467.584473
	Iteration 29Q: 3 clusters Score -6604868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -6604871.500000 Penalty: 5467.584473
	Iteration 30Q: 3 clusters Score -6604872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -6604893.500000 Penalty: 5467.584473
	Iteration 31Q: 3 clusters Score -6604894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -6604899.500000 Penalty: 5467.584473
	Iteration 32Q: 3 clusters Score -6604900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -6604907.000000 Penalty: 5467.584473
	Iteration 33Q: 3 clusters Score -6604907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -6604910.000000 Penalty: 5467.584473
	Iteration 34Q: 3 clusters Score -6604910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -6604911.500000 Penalty: 5467.584473
	Iteration 35Q: 3 clusters Score -6604912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -6604910.500000 Penalty: 5467.584473
	Iteration 36Q: 3 clusters Score -6604910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -6604916.500000 Penalty: 5467.584473
	Iteration 37Q: 3 clusters Score -6604916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -6604913.500000 Penalty: 5467.584473
	Iteration 38Q: 3 clusters Score -6604914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -6604917.000000 Penalty: 5467.584473
	Iteration 39Q: 3 clusters Score -6604917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -6604922.000000 Penalty: 5467.584473
	Iteration 40F: 3 clusters Score -6604922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -6604932.500000 Penalty: 5467.584473
	Iteration 41Q: 3 clusters Score -6604932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -6604945.500000 Penalty: 5467.584473
	Iteration 42Q: 3 clusters Score -6604946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -6604953.500000 Penalty: 5467.584473
	Iteration 43Q: 3 clusters Score -6604954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -6604961.000000 Penalty: 5467.584473
	Iteration 44Q: 3 clusters Score -6604961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -6604970.500000 Penalty: 5467.584473
	Iteration 45Q: 3 clusters Score -6604970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -6604979.500000 Penalty: 5467.584473
	Iteration 46Q: 3 clusters Score -6604980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -6604983.500000 Penalty: 5467.584473
	Iteration 47Q: 3 clusters Score -6604984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -6604993.500000 Penalty: 5467.584473
	Iteration 48Q: 3 clusters Score -6604994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -6605002.000000 Penalty: 5467.584473
	Iteration 49Q: 3 clusters Score -6605002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -6605015.000000 Penalty: 5467.584473
	Iteration 50Q: 3 clusters Score -6605015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -6605016.500000 Penalty: 5467.584473
	Iteration 51Q: 3 clusters Score -6605016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -6605031.000000 Penalty: 5467.584473
	Iteration 52Q: 3 clusters Score -6605031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -6605043.000000 Penalty: 5467.584473
	Iteration 53Q: 3 clusters Score -6605043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -6605065.500000 Penalty: 5467.584473
	Iteration 54Q: 3 clusters Score -6605066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -6605074.000000 Penalty: 5467.584473
	Iteration 55Q: 3 clusters Score -6605074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -6605083.000000 Penalty: 5467.584473
	Iteration 56Q: 3 clusters Score -6605083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -6605087.000000 Penalty: 5467.584473
	Iteration 57Q: 3 clusters Score -6605087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -6605085.000000 Penalty: 5467.584473
	Iteration 58Q: 3 clusters Score -6605085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -6605108.000000 Penalty: 5467.584473
	Iteration 59Q: 3 clusters Score -6605108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -6605120.000000 Penalty: 5467.584473
	Iteration 60F: 3 clusters Score -6605120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -6605121.000000 Penalty: 5467.584473
	Iteration 61Q: 3 clusters Score -6605121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -6605135.000000 Penalty: 5467.584473
	Iteration 62Q: 3 clusters Score -6605135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -6605138.000000 Penalty: 5467.584473
	Iteration 63Q: 3 clusters Score -6605138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -6605140.500000 Penalty: 5467.584473
	Iteration 64Q: 3 clusters Score -6605140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -6605140.500000 Penalty: 5467.584473
	Iteration 65F: 3 clusters Score -6605140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (192260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192260 members 
Entering Unmasked Estep 
Score: -20503416.000000 Penalty: 3017.317871
	Iteration 0F: 2 clusters Score -2.050342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 96001 members 
Entering Unmasked Estep 
Score: -20375808.000000 Penalty: 6034.635742
	Iteration 0F: 3 clusters Score -2.037581e+07 nChanged 92190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -20432692.000000 Penalty: 6034.635742
	Iteration 1F: 3 clusters Score -2.043269e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -20437008.000000 Penalty: 6034.635742
	Iteration 2Q: 3 clusters Score -2.043701e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -20443460.000000 Penalty: 6034.635742
	Iteration 3F: 3 clusters Score -2.044346e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -20452904.000000 Penalty: 6034.635742
	Iteration 4F: 3 clusters Score -2.04529e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124737 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -20464626.000000 Penalty: 6034.635742
	Iteration 5F: 3 clusters Score -2.046463e+07 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -20476494.000000 Penalty: 6034.635742
	Iteration 6F: 3 clusters Score -2.047649e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -20484924.000000 Penalty: 6034.635742
	Iteration 7F: 3 clusters Score -2.048492e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146950 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -20489402.000000 Penalty: 6034.635742
	Iteration 8Q: 3 clusters Score -2.04894e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -20491860.000000 Penalty: 6034.635742
	Iteration 9Q: 3 clusters Score -2.049186e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -20493544.000000 Penalty: 6034.635742
	Iteration 10Q: 3 clusters Score -2.049354e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -20494876.000000 Penalty: 6034.635742
	Iteration 11Q: 3 clusters Score -2.049488e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161094 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -20495980.000000 Penalty: 6034.635742
	Iteration 12Q: 3 clusters Score -2.049598e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -20496864.000000 Penalty: 6034.635742
	Iteration 13Q: 3 clusters Score -2.049686e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -20497758.000000 Penalty: 6034.635742
	Iteration 14Q: 3 clusters Score -2.049776e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -20498520.000000 Penalty: 6034.635742
	Iteration 15Q: 3 clusters Score -2.049852e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -20499284.000000 Penalty: 6034.635742
	Iteration 16Q: 3 clusters Score -2.049928e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -20499824.000000 Penalty: 6034.635742
	Iteration 17Q: 3 clusters Score -2.049982e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174266 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -20500306.000000 Penalty: 6034.635742
	Iteration 18Q: 3 clusters Score -2.050031e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -20500770.000000 Penalty: 6034.635742
	Iteration 19Q: 3 clusters Score -2.050077e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177022 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -20501214.000000 Penalty: 6034.635742
	Iteration 20F: 3 clusters Score -2.050121e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178197 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -20501602.000000 Penalty: 6034.635742
	Iteration 21Q: 3 clusters Score -2.05016e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -20501992.000000 Penalty: 6034.635742
	Iteration 22Q: 3 clusters Score -2.050199e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180299 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -20502266.000000 Penalty: 6034.635742
	Iteration 23Q: 3 clusters Score -2.050227e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -20502574.000000 Penalty: 6034.635742
	Iteration 24Q: 3 clusters Score -2.050257e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -20502798.000000 Penalty: 6034.635742
	Iteration 25Q: 3 clusters Score -2.05028e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -20502866.000000 Penalty: 6034.635742
	Iteration 26Q: 3 clusters Score -2.050287e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183125 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -20503066.000000 Penalty: 6034.635742
	Iteration 27Q: 3 clusters Score -2.050307e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183669 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -20503210.000000 Penalty: 6034.635742
	Iteration 28Q: 3 clusters Score -2.050321e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184150 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -20503372.000000 Penalty: 6034.635742
	Iteration 29Q: 3 clusters Score -2.050337e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -20503450.000000 Penalty: 6034.635742
	Iteration 30Q: 3 clusters Score -2.050345e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184872 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -20503502.000000 Penalty: 6034.635742
	Iteration 31Q: 3 clusters Score -2.05035e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -20503538.000000 Penalty: 6034.635742
	Iteration 32Q: 3 clusters Score -2.050354e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185442 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -20503538.000000 Penalty: 6034.635742
	Iteration 33Q: 3 clusters Score -2.050354e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185660 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -20503608.000000 Penalty: 6034.635742
	Iteration 34Q: 3 clusters Score -2.050361e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185853 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -20503606.000000 Penalty: 6034.635742
	Iteration 35Q: 3 clusters Score -2.050361e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185999 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -20503646.000000 Penalty: 6034.635742
	Iteration 36Q: 3 clusters Score -2.050365e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186111 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -20503680.000000 Penalty: 6034.635742
	Iteration 37Q: 3 clusters Score -2.050368e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186219 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -20503682.000000 Penalty: 6034.635742
	Iteration 38Q: 3 clusters Score -2.050368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186311 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -20503688.000000 Penalty: 6034.635742
	Iteration 39Q: 3 clusters Score -2.050369e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186390 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -20503716.000000 Penalty: 6034.635742
	Iteration 40F: 3 clusters Score -2.050372e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186470 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -20503746.000000 Penalty: 6034.635742
	Iteration 41Q: 3 clusters Score -2.050375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186517 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -20503776.000000 Penalty: 6034.635742
	Iteration 42Q: 3 clusters Score -2.050378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186566 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -20503772.000000 Penalty: 6034.635742
	Iteration 43Q: 3 clusters Score -2.050377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186620 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -20503770.000000 Penalty: 6034.635742
	Iteration 44Q: 3 clusters Score -2.050377e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -20503748.000000 Penalty: 6034.635742
	Iteration 45Q: 3 clusters Score -2.050375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -20503790.000000 Penalty: 6034.635742
	Iteration 46Q: 3 clusters Score -2.050379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186733 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -20503772.000000 Penalty: 6034.635742
	Iteration 47Q: 3 clusters Score -2.050377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -20503814.000000 Penalty: 6034.635742
	Iteration 48Q: 3 clusters Score -2.050381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -20503810.000000 Penalty: 6034.635742
	Iteration 49Q: 3 clusters Score -2.050381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186813 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -20503796.000000 Penalty: 6034.635742
	Iteration 50Q: 3 clusters Score -2.05038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186831 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -20503816.000000 Penalty: 6034.635742
	Iteration 51Q: 3 clusters Score -2.050382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186841 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -20503818.000000 Penalty: 6034.635742
	Iteration 52Q: 3 clusters Score -2.050382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186853 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -20503828.000000 Penalty: 6034.635742
	Iteration 53Q: 3 clusters Score -2.050383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186864 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -20503816.000000 Penalty: 6034.635742
	Iteration 54Q: 3 clusters Score -2.050382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186873 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -20503836.000000 Penalty: 6034.635742
	Iteration 55Q: 3 clusters Score -2.050384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -20503838.000000 Penalty: 6034.635742
	Iteration 56Q: 3 clusters Score -2.050384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186887 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -20503840.000000 Penalty: 6034.635742
	Iteration 57Q: 3 clusters Score -2.050384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186891 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -20503850.000000 Penalty: 6034.635742
	Iteration 58Q: 3 clusters Score -2.050385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186893 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -20503842.000000 Penalty: 6034.635742
	Iteration 59Q: 3 clusters Score -2.050384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186895 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -20503854.000000 Penalty: 6034.635742
	Iteration 60F: 3 clusters Score -2.050385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -20503852.000000 Penalty: 6034.635742
	Iteration 61Q: 3 clusters Score -2.050385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -20503846.000000 Penalty: 6034.635742
	Iteration 62Q: 3 clusters Score -2.050385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186908 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -20503848.000000 Penalty: 6034.635742
	Iteration 63Q: 3 clusters Score -2.050385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186912 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -20503840.000000 Penalty: 6034.635742
	Iteration 64Q: 3 clusters Score -2.050384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186916 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -20503844.000000 Penalty: 6034.635742
	Iteration 65Q: 3 clusters Score -2.050384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -20503832.000000 Penalty: 6034.635742
	Iteration 66Q: 3 clusters Score -2.050383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20503846.000000 Penalty: 6034.635742
	Iteration 67Q: 3 clusters Score -2.050385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186933 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -20503830.000000 Penalty: 6034.635742
	Iteration 68Q: 3 clusters Score -2.050383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186940 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -20503854.000000 Penalty: 6034.635742
	Iteration 69Q: 3 clusters Score -2.050385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186949 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -20503846.000000 Penalty: 6034.635742
	Iteration 70Q: 3 clusters Score -2.050385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186959 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -20503846.000000 Penalty: 6034.635742
	Iteration 71Q: 3 clusters Score -2.050385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186965 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -20503838.000000 Penalty: 6034.635742
	Iteration 72Q: 3 clusters Score -2.050384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186968 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -20503844.000000 Penalty: 6034.635742
	Iteration 73Q: 3 clusters Score -2.050384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186969 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -20503846.000000 Penalty: 6034.635742
	Iteration 74Q: 3 clusters Score -2.050385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186968 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -20503836.000000 Penalty: 6034.635742
	Iteration 75Q: 3 clusters Score -2.050384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186966 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -20503842.000000 Penalty: 6034.635742
	Iteration 76Q: 3 clusters Score -2.050384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186966 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -20503842.000000 Penalty: 6034.635742
	Iteration 77F: 3 clusters Score -2.050384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 186966 members 
Mstep: Class 3 contains 268777 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64012 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12537 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413373 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46184 members 
Mstep: Class 21 contains 323286 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 5294 members 
Entering Unmasked Estep 
Score: -158370672.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158372016.000000 to -158370672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (268777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268777 members 
Entering Unmasked Estep 
Score: -28543632.000000 Penalty: 3100.406006
	Iteration 0F: 2 clusters Score -2.854363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 134369 members 
Entering Unmasked Estep 
Score: -28368204.000000 Penalty: 6200.812012
	Iteration 0F: 3 clusters Score -2.83682e+07 nChanged 130015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135113 members 
Mstep: Class 2 contains 133664 members 
Entering Unmasked Estep 
Score: -28445354.000000 Penalty: 6200.812012
	Iteration 1F: 3 clusters Score -2.844535e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 132605 members 
Entering Unmasked Estep 
Score: -28446876.000000 Penalty: 6200.812012
	Iteration 2Q: 3 clusters Score -2.844688e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -28448528.000000 Penalty: 6200.812012
	Iteration 3Q: 3 clusters Score -2.844853e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 128622 members 
Entering Unmasked Estep 
Score: -28450688.000000 Penalty: 6200.812012
	Iteration 4Q: 3 clusters Score -2.845069e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143737 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -28453118.000000 Penalty: 6200.812012
	Iteration 5Q: 3 clusters Score -2.845312e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148984 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -28456994.000000 Penalty: 6200.812012
	Iteration 6Q: 3 clusters Score -2.845699e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156233 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -28462196.000000 Penalty: 6200.812012
	Iteration 7Q: 3 clusters Score -2.84622e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -28468854.000000 Penalty: 6200.812012
	Iteration 8F: 3 clusters Score -2.846885e+07 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -28476438.000000 Penalty: 6200.812012
	Iteration 9F: 3 clusters Score -2.847644e+07 nChanged 16090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192445 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -28485622.000000 Penalty: 6200.812012
	Iteration 10F: 3 clusters Score -2.848562e+07 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208544 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -28496218.000000 Penalty: 6200.812012
	Iteration 11F: 3 clusters Score -2.849622e+07 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224845 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -28507522.000000 Penalty: 6200.812012
	Iteration 12F: 3 clusters Score -2.850752e+07 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239330 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -28518662.000000 Penalty: 6200.812012
	Iteration 13F: 3 clusters Score -2.851866e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250484 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -28527714.000000 Penalty: 6200.812012
	Iteration 14Q: 3 clusters Score -2.852771e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257651 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -28533424.000000 Penalty: 6200.812012
	Iteration 15Q: 3 clusters Score -2.853342e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261818 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -28536620.000000 Penalty: 6200.812012
	Iteration 16Q: 3 clusters Score -2.853662e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264100 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -28538500.000000 Penalty: 6200.812012
	Iteration 17Q: 3 clusters Score -2.85385e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265407 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -28539504.000000 Penalty: 6200.812012
	Iteration 18Q: 3 clusters Score -2.85395e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266113 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -28540050.000000 Penalty: 6200.812012
	Iteration 19Q: 3 clusters Score -2.854005e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266540 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -28540380.000000 Penalty: 6200.812012
	Iteration 20F: 3 clusters Score -2.854038e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266794 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -28540570.000000 Penalty: 6200.812012
	Iteration 21Q: 3 clusters Score -2.854057e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266973 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -28540644.000000 Penalty: 6200.812012
	Iteration 22Q: 3 clusters Score -2.854064e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267100 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -28540754.000000 Penalty: 6200.812012
	Iteration 23Q: 3 clusters Score -2.854075e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267187 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -28540834.000000 Penalty: 6200.812012
	Iteration 24Q: 3 clusters Score -2.854083e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267251 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -28540838.000000 Penalty: 6200.812012
	Iteration 25Q: 3 clusters Score -2.854084e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267303 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28540838.000000 Penalty: 6200.812012
	Iteration 26Q: 3 clusters Score -2.854084e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267360 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -28540830.000000 Penalty: 6200.812012
	Iteration 27Q: 3 clusters Score -2.854083e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267406 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -28540858.000000 Penalty: 6200.812012
	Iteration 28Q: 3 clusters Score -2.854086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267445 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -28540892.000000 Penalty: 6200.812012
	Iteration 29Q: 3 clusters Score -2.854089e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267483 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -28540914.000000 Penalty: 6200.812012
	Iteration 30Q: 3 clusters Score -2.854091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267516 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -28540926.000000 Penalty: 6200.812012
	Iteration 31Q: 3 clusters Score -2.854093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267536 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -28540928.000000 Penalty: 6200.812012
	Iteration 32Q: 3 clusters Score -2.854093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -28540924.000000 Penalty: 6200.812012
	Iteration 33Q: 3 clusters Score -2.854092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267564 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -28540932.000000 Penalty: 6200.812012
	Iteration 34Q: 3 clusters Score -2.854093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267572 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -28540948.000000 Penalty: 6200.812012
	Iteration 35Q: 3 clusters Score -2.854095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267582 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -28540910.000000 Penalty: 6200.812012
	Iteration 36Q: 3 clusters Score -2.854091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267589 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -28540932.000000 Penalty: 6200.812012
	Iteration 37Q: 3 clusters Score -2.854093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -28540928.000000 Penalty: 6200.812012
	Iteration 38Q: 3 clusters Score -2.854093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -28540928.000000 Penalty: 6200.812012
	Iteration 39Q: 3 clusters Score -2.854093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267596 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -28540930.000000 Penalty: 6200.812012
	Iteration 40F: 3 clusters Score -2.854093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267599 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -28540928.000000 Penalty: 6200.812012
	Iteration 41Q: 3 clusters Score -2.854093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267599 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -28540936.000000 Penalty: 6200.812012
	Iteration 42Q: 3 clusters Score -2.854094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267602 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -28540946.000000 Penalty: 6200.812012
	Iteration 43Q: 3 clusters Score -2.854095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267606 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -28540950.000000 Penalty: 6200.812012
	Iteration 44Q: 3 clusters Score -2.854095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267608 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -28540970.000000 Penalty: 6200.812012
	Iteration 45Q: 3 clusters Score -2.854097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267613 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -28540970.000000 Penalty: 6200.812012
	Iteration 46Q: 3 clusters Score -2.854097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267616 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -28540984.000000 Penalty: 6200.812012
	Iteration 47Q: 3 clusters Score -2.854098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267620 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -28540984.000000 Penalty: 6200.812012
	Iteration 48Q: 3 clusters Score -2.854098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267623 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -28540986.000000 Penalty: 6200.812012
	Iteration 49Q: 3 clusters Score -2.854099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267627 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -28540996.000000 Penalty: 6200.812012
	Iteration 50Q: 3 clusters Score -2.8541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267629 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -28541006.000000 Penalty: 6200.812012
	Iteration 51Q: 3 clusters Score -2.854101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267628 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -28541022.000000 Penalty: 6200.812012
	Iteration 52Q: 3 clusters Score -2.854102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267627 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -28541008.000000 Penalty: 6200.812012
	Iteration 53Q: 3 clusters Score -2.854101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267623 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -28541000.000000 Penalty: 6200.812012
	Iteration 54Q: 3 clusters Score -2.8541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267618 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -28541008.000000 Penalty: 6200.812012
	Iteration 55Q: 3 clusters Score -2.854101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267617 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -28540996.000000 Penalty: 6200.812012
	Iteration 56Q: 3 clusters Score -2.8541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267617 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -28541014.000000 Penalty: 6200.812012
	Iteration 57Q: 3 clusters Score -2.854101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267621 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -28541020.000000 Penalty: 6200.812012
	Iteration 58Q: 3 clusters Score -2.854102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267623 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -28541036.000000 Penalty: 6200.812012
	Iteration 59Q: 3 clusters Score -2.854104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267625 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -28541036.000000 Penalty: 6200.812012
	Iteration 60F: 3 clusters Score -2.854104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267626 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -28541034.000000 Penalty: 6200.812012
	Iteration 61Q: 3 clusters Score -2.854103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267629 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -28541030.000000 Penalty: 6200.812012
	Iteration 62Q: 3 clusters Score -2.854103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267629 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -28541034.000000 Penalty: 6200.812012
	Iteration 63Q: 3 clusters Score -2.854103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267628 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -28541042.000000 Penalty: 6200.812012
	Iteration 64Q: 3 clusters Score -2.854104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267628 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -28541042.000000 Penalty: 6200.812012
	Iteration 65F: 3 clusters Score -2.854104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1008692.625000 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -1008693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1001275.312500 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -1001275 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1003426.875000 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -1003427 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1003704.062500 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -1003704 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1003901.375000 Penalty: 4555.415039
	Iteration 3Q: 3 clusters Score -1003901 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1004085.000000 Penalty: 4555.415039
	Iteration 4Q: 3 clusters Score -1004085 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1004270.500000 Penalty: 4555.415039
	Iteration 5Q: 3 clusters Score -1004270 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1004459.500000 Penalty: 4555.415039
	Iteration 6Q: 3 clusters Score -1004460 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1004667.875000 Penalty: 4555.415039
	Iteration 7Q: 3 clusters Score -1004668 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1004895.937500 Penalty: 4555.415039
	Iteration 8Q: 3 clusters Score -1004896 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1005103.937500 Penalty: 4555.415039
	Iteration 9Q: 3 clusters Score -1005104 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1005331.687500 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -1005332 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1005557.000000 Penalty: 4555.415039
	Iteration 11Q: 3 clusters Score -1005557 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1005778.375000 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -1005778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1005963.187500 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -1005963 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1006113.562500 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -1006114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1006231.750000 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -1006232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1006334.875000 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -1006335 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1006397.812500 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -1006398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1006450.375000 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -1006450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1006498.062500 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -1006498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1006535.687500 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -1006536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1006571.375000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -1006571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1006592.625000 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -1006593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1006607.937500 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -1006608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1006626.125000 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -1006626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1006643.875000 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -1006644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1006659.500000 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -1006660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1006677.125000 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -1006677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1006691.750000 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -1006692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1006700.937500 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -1006701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1006704.875000 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -1006705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1006709.375000 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -1006709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1006709.812500 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -1006710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1006710.125000 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -1006710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1006710.125000 Penalty: 4555.415039
	Iteration 34F: 3 clusters Score -1006710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -752185.812500 Penalty: 2196.593018
	Iteration 0F: 2 clusters Score -752185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -746348.062500 Penalty: 4393.186035
	Iteration 0F: 3 clusters Score -746348.1 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -747710.250000 Penalty: 4393.186035
	Iteration 1F: 3 clusters Score -747710.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -747930.750000 Penalty: 4393.186035
	Iteration 2F: 3 clusters Score -747930.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -748094.562500 Penalty: 4393.186035
	Iteration 3F: 3 clusters Score -748094.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -748214.250000 Penalty: 4393.186035
	Iteration 4Q: 3 clusters Score -748214.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -748309.500000 Penalty: 4393.186035
	Iteration 5Q: 3 clusters Score -748309.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -748366.812500 Penalty: 4393.186035
	Iteration 6Q: 3 clusters Score -748366.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -748415.875000 Penalty: 4393.186035
	Iteration 7Q: 3 clusters Score -748415.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -748470.125000 Penalty: 4393.186035
	Iteration 8Q: 3 clusters Score -748470.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -748517.000000 Penalty: 4393.186035
	Iteration 9Q: 3 clusters Score -748517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -748550.937500 Penalty: 4393.186035
	Iteration 10Q: 3 clusters Score -748550.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -748581.250000 Penalty: 4393.186035
	Iteration 11Q: 3 clusters Score -748581.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -748622.312500 Penalty: 4393.186035
	Iteration 12Q: 3 clusters Score -748622.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -748658.062500 Penalty: 4393.186035
	Iteration 13Q: 3 clusters Score -748658.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -748689.937500 Penalty: 4393.186035
	Iteration 14Q: 3 clusters Score -748689.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -748728.187500 Penalty: 4393.186035
	Iteration 15Q: 3 clusters Score -748728.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -748775.500000 Penalty: 4393.186035
	Iteration 16Q: 3 clusters Score -748775.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -748814.000000 Penalty: 4393.186035
	Iteration 17Q: 3 clusters Score -748814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -748852.500000 Penalty: 4393.186035
	Iteration 18Q: 3 clusters Score -748852.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -748895.937500 Penalty: 4393.186035
	Iteration 19Q: 3 clusters Score -748895.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -748951.625000 Penalty: 4393.186035
	Iteration 20F: 3 clusters Score -748951.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -749011.875000 Penalty: 4393.186035
	Iteration 21Q: 3 clusters Score -749011.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -749081.562500 Penalty: 4393.186035
	Iteration 22Q: 3 clusters Score -749081.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -749165.937500 Penalty: 4393.186035
	Iteration 23Q: 3 clusters Score -749165.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -749281.937500 Penalty: 4393.186035
	Iteration 24Q: 3 clusters Score -749281.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -749381.187500 Penalty: 4393.186035
	Iteration 25Q: 3 clusters Score -749381.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -749469.250000 Penalty: 4393.186035
	Iteration 26Q: 3 clusters Score -749469.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -749559.562500 Penalty: 4393.186035
	Iteration 27Q: 3 clusters Score -749559.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -749644.125000 Penalty: 4393.186035
	Iteration 28Q: 3 clusters Score -749644.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -749731.187500 Penalty: 4393.186035
	Iteration 29Q: 3 clusters Score -749731.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -749800.687500 Penalty: 4393.186035
	Iteration 30Q: 3 clusters Score -749800.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -749867.750000 Penalty: 4393.186035
	Iteration 31Q: 3 clusters Score -749867.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -749937.687500 Penalty: 4393.186035
	Iteration 32Q: 3 clusters Score -749937.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -749981.500000 Penalty: 4393.186035
	Iteration 33Q: 3 clusters Score -749981.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -750014.937500 Penalty: 4393.186035
	Iteration 34Q: 3 clusters Score -750014.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -750047.000000 Penalty: 4393.186035
	Iteration 35Q: 3 clusters Score -750047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -750075.937500 Penalty: 4393.186035
	Iteration 36Q: 3 clusters Score -750075.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -750100.562500 Penalty: 4393.186035
	Iteration 37Q: 3 clusters Score -750100.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -750130.937500 Penalty: 4393.186035
	Iteration 38Q: 3 clusters Score -750130.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -750147.750000 Penalty: 4393.186035
	Iteration 39Q: 3 clusters Score -750147.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -750169.062500 Penalty: 4393.186035
	Iteration 40F: 3 clusters Score -750169.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -750178.687500 Penalty: 4393.186035
	Iteration 41Q: 3 clusters Score -750178.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -750189.750000 Penalty: 4393.186035
	Iteration 42Q: 3 clusters Score -750189.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -750196.687500 Penalty: 4393.186035
	Iteration 43Q: 3 clusters Score -750196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -750203.062500 Penalty: 4393.186035
	Iteration 44Q: 3 clusters Score -750203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -750214.187500 Penalty: 4393.186035
	Iteration 45Q: 3 clusters Score -750214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -750221.000000 Penalty: 4393.186035
	Iteration 46Q: 3 clusters Score -750221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -750224.375000 Penalty: 4393.186035
	Iteration 47Q: 3 clusters Score -750224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -750227.312500 Penalty: 4393.186035
	Iteration 48Q: 3 clusters Score -750227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -750228.312500 Penalty: 4393.186035
	Iteration 49Q: 3 clusters Score -750228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -750229.250000 Penalty: 4393.186035
	Iteration 50Q: 3 clusters Score -750229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -750228.437500 Penalty: 4393.186035
	Iteration 51Q: 3 clusters Score -750228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -750228.437500 Penalty: 4393.186035
	Iteration 52F: 3 clusters Score -750228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -116723.687500 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -116723.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -114616.750000 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -114616.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114958.523438 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -114958.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115044.726562 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -115044.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115086.835938 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -115086.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115106.125000 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -115106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -115116.757812 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -115116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -115120.757812 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -115120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -115125.101562 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -115125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -115125.101562 Penalty: 3508.761963
	Iteration 8F: 3 clusters Score -115125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Entering Unmasked Estep 
Score: -2795370.250000 Penalty: 2546.763184
	Iteration 0F: 2 clusters Score -2795370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2775587.000000 Penalty: 5093.526367
	Iteration 0F: 3 clusters Score -2775587 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2782629.500000 Penalty: 5093.526367
	Iteration 1F: 3 clusters Score -2782630 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2783255.750000 Penalty: 5093.526367
	Iteration 2F: 3 clusters Score -2783256 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2784077.750000 Penalty: 5093.526367
	Iteration 3F: 3 clusters Score -2784078 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2785145.000000 Penalty: 5093.526367
	Iteration 4F: 3 clusters Score -2785145 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2786261.750000 Penalty: 5093.526367
	Iteration 5F: 3 clusters Score -2786262 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2787285.250000 Penalty: 5093.526367
	Iteration 6F: 3 clusters Score -2787285 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2788136.500000 Penalty: 5093.526367
	Iteration 7F: 3 clusters Score -2788136 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2788863.500000 Penalty: 5093.526367
	Iteration 8Q: 3 clusters Score -2788864 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2789492.250000 Penalty: 5093.526367
	Iteration 9Q: 3 clusters Score -2789492 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2790044.500000 Penalty: 5093.526367
	Iteration 10Q: 3 clusters Score -2790044 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2790501.250000 Penalty: 5093.526367
	Iteration 11Q: 3 clusters Score -2790501 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2790848.250000 Penalty: 5093.526367
	Iteration 12Q: 3 clusters Score -2790848 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2791109.250000 Penalty: 5093.526367
	Iteration 13Q: 3 clusters Score -2791109 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2791330.500000 Penalty: 5093.526367
	Iteration 14Q: 3 clusters Score -2791330 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2791496.000000 Penalty: 5093.526367
	Iteration 15Q: 3 clusters Score -2791496 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2791637.250000 Penalty: 5093.526367
	Iteration 16Q: 3 clusters Score -2791637 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2791758.250000 Penalty: 5093.526367
	Iteration 17Q: 3 clusters Score -2791758 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2791868.500000 Penalty: 5093.526367
	Iteration 18Q: 3 clusters Score -2791868 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2791990.750000 Penalty: 5093.526367
	Iteration 19Q: 3 clusters Score -2791991 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2792093.000000 Penalty: 5093.526367
	Iteration 20F: 3 clusters Score -2792093 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2792157.250000 Penalty: 5093.526367
	Iteration 21Q: 3 clusters Score -2792157 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2792229.500000 Penalty: 5093.526367
	Iteration 22Q: 3 clusters Score -2792230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2792294.500000 Penalty: 5093.526367
	Iteration 23Q: 3 clusters Score -2792294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2792360.250000 Penalty: 5093.526367
	Iteration 24Q: 3 clusters Score -2792360 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2792394.750000 Penalty: 5093.526367
	Iteration 25Q: 3 clusters Score -2792395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2792437.750000 Penalty: 5093.526367
	Iteration 26Q: 3 clusters Score -2792438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2792499.250000 Penalty: 5093.526367
	Iteration 27Q: 3 clusters Score -2792499 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2792535.000000 Penalty: 5093.526367
	Iteration 28Q: 3 clusters Score -2792535 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2792561.250000 Penalty: 5093.526367
	Iteration 29Q: 3 clusters Score -2792561 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2792603.750000 Penalty: 5093.526367
	Iteration 30Q: 3 clusters Score -2792604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2792632.250000 Penalty: 5093.526367
	Iteration 31Q: 3 clusters Score -2792632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2792653.000000 Penalty: 5093.526367
	Iteration 32Q: 3 clusters Score -2792653 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2792679.500000 Penalty: 5093.526367
	Iteration 33Q: 3 clusters Score -2792680 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2792701.250000 Penalty: 5093.526367
	Iteration 34Q: 3 clusters Score -2792701 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2792712.250000 Penalty: 5093.526367
	Iteration 35Q: 3 clusters Score -2792712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2792745.000000 Penalty: 5093.526367
	Iteration 36Q: 3 clusters Score -2792745 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2792755.000000 Penalty: 5093.526367
	Iteration 37Q: 3 clusters Score -2792755 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2792789.250000 Penalty: 5093.526367
	Iteration 38Q: 3 clusters Score -2792789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2792808.750000 Penalty: 5093.526367
	Iteration 39Q: 3 clusters Score -2792809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2792827.750000 Penalty: 5093.526367
	Iteration 40F: 3 clusters Score -2792828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2792843.750000 Penalty: 5093.526367
	Iteration 41Q: 3 clusters Score -2792844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2792859.500000 Penalty: 5093.526367
	Iteration 42Q: 3 clusters Score -2792860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2792871.000000 Penalty: 5093.526367
	Iteration 43Q: 3 clusters Score -2792871 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2792901.750000 Penalty: 5093.526367
	Iteration 44Q: 3 clusters Score -2792902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2792929.250000 Penalty: 5093.526367
	Iteration 45Q: 3 clusters Score -2792929 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2792960.500000 Penalty: 5093.526367
	Iteration 46Q: 3 clusters Score -2792960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2792989.250000 Penalty: 5093.526367
	Iteration 47Q: 3 clusters Score -2792989 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2793016.750000 Penalty: 5093.526367
	Iteration 48Q: 3 clusters Score -2793017 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2793030.000000 Penalty: 5093.526367
	Iteration 49Q: 3 clusters Score -2793030 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2793064.750000 Penalty: 5093.526367
	Iteration 50Q: 3 clusters Score -2793065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2793098.500000 Penalty: 5093.526367
	Iteration 51Q: 3 clusters Score -2793098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2793127.250000 Penalty: 5093.526367
	Iteration 52Q: 3 clusters Score -2793127 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2793172.500000 Penalty: 5093.526367
	Iteration 53Q: 3 clusters Score -2793172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2793206.250000 Penalty: 5093.526367
	Iteration 54Q: 3 clusters Score -2793206 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2793230.000000 Penalty: 5093.526367
	Iteration 55Q: 3 clusters Score -2793230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2793272.750000 Penalty: 5093.526367
	Iteration 56Q: 3 clusters Score -2793273 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2793307.250000 Penalty: 5093.526367
	Iteration 57Q: 3 clusters Score -2793307 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2793336.750000 Penalty: 5093.526367
	Iteration 58Q: 3 clusters Score -2793337 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2793375.250000 Penalty: 5093.526367
	Iteration 59Q: 3 clusters Score -2793375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2793400.000000 Penalty: 5093.526367
	Iteration 60F: 3 clusters Score -2793400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2793420.000000 Penalty: 5093.526367
	Iteration 61Q: 3 clusters Score -2793420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2793435.500000 Penalty: 5093.526367
	Iteration 62Q: 3 clusters Score -2793436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2793444.000000 Penalty: 5093.526367
	Iteration 63Q: 3 clusters Score -2793444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2793455.500000 Penalty: 5093.526367
	Iteration 64Q: 3 clusters Score -2793456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2793465.250000 Penalty: 5093.526367
	Iteration 65Q: 3 clusters Score -2793465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2793496.500000 Penalty: 5093.526367
	Iteration 66Q: 3 clusters Score -2793496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2793512.500000 Penalty: 5093.526367
	Iteration 67Q: 3 clusters Score -2793512 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2793540.000000 Penalty: 5093.526367
	Iteration 68Q: 3 clusters Score -2793540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2793565.250000 Penalty: 5093.526367
	Iteration 69Q: 3 clusters Score -2793565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2793593.250000 Penalty: 5093.526367
	Iteration 70Q: 3 clusters Score -2793593 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2793626.250000 Penalty: 5093.526367
	Iteration 71Q: 3 clusters Score -2793626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2793644.250000 Penalty: 5093.526367
	Iteration 72Q: 3 clusters Score -2793644 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2793671.250000 Penalty: 5093.526367
	Iteration 73Q: 3 clusters Score -2793671 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2793690.500000 Penalty: 5093.526367
	Iteration 74Q: 3 clusters Score -2793690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2793728.500000 Penalty: 5093.526367
	Iteration 75Q: 3 clusters Score -2793728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2793732.500000 Penalty: 5093.526367
	Iteration 76Q: 3 clusters Score -2793732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2793756.250000 Penalty: 5093.526367
	Iteration 77Q: 3 clusters Score -2793756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2793762.250000 Penalty: 5093.526367
	Iteration 78Q: 3 clusters Score -2793762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2793776.750000 Penalty: 5093.526367
	Iteration 79Q: 3 clusters Score -2793777 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2793791.750000 Penalty: 5093.526367
	Iteration 80F: 3 clusters Score -2793792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2793809.500000 Penalty: 5093.526367
	Iteration 81Q: 3 clusters Score -2793810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2793832.500000 Penalty: 5093.526367
	Iteration 82Q: 3 clusters Score -2793832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2793847.750000 Penalty: 5093.526367
	Iteration 83Q: 3 clusters Score -2793848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2793865.500000 Penalty: 5093.526367
	Iteration 84Q: 3 clusters Score -2793866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2793876.250000 Penalty: 5093.526367
	Iteration 85Q: 3 clusters Score -2793876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2793884.000000 Penalty: 5093.526367
	Iteration 86Q: 3 clusters Score -2793884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2793897.000000 Penalty: 5093.526367
	Iteration 87Q: 3 clusters Score -2793897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2793908.250000 Penalty: 5093.526367
	Iteration 88Q: 3 clusters Score -2793908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2793904.750000 Penalty: 5093.526367
	Iteration 89Q: 3 clusters Score -2793905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2793916.750000 Penalty: 5093.526367
	Iteration 90Q: 3 clusters Score -2793917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2793929.500000 Penalty: 5093.526367
	Iteration 91Q: 3 clusters Score -2793930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2793943.750000 Penalty: 5093.526367
	Iteration 92Q: 3 clusters Score -2793944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2793959.000000 Penalty: 5093.526367
	Iteration 93Q: 3 clusters Score -2793959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2793964.750000 Penalty: 5093.526367
	Iteration 94Q: 3 clusters Score -2793965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2793969.000000 Penalty: 5093.526367
	Iteration 95Q: 3 clusters Score -2793969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2793983.000000 Penalty: 5093.526367
	Iteration 96Q: 3 clusters Score -2793983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2793998.750000 Penalty: 5093.526367
	Iteration 97Q: 3 clusters Score -2793999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2794016.250000 Penalty: 5093.526367
	Iteration 98Q: 3 clusters Score -2794016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2794029.500000 Penalty: 5093.526367
	Iteration 99Q: 3 clusters Score -2794030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2794044.000000 Penalty: 5093.526367
	Iteration 100F: 3 clusters Score -2794044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2794053.000000 Penalty: 5093.526367
	Iteration 101Q: 3 clusters Score -2794053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2794064.250000 Penalty: 5093.526367
	Iteration 102Q: 3 clusters Score -2794064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2794062.250000 Penalty: 5093.526367
	Iteration 103Q: 3 clusters Score -2794062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2794073.500000 Penalty: 5093.526367
	Iteration 104Q: 3 clusters Score -2794074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2794080.500000 Penalty: 5093.526367
	Iteration 105Q: 3 clusters Score -2794080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2794083.750000 Penalty: 5093.526367
	Iteration 106Q: 3 clusters Score -2794084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2794094.500000 Penalty: 5093.526367
	Iteration 107Q: 3 clusters Score -2794094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2794097.000000 Penalty: 5093.526367
	Iteration 108Q: 3 clusters Score -2794097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2794099.500000 Penalty: 5093.526367
	Iteration 109Q: 3 clusters Score -2794100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2794104.000000 Penalty: 5093.526367
	Iteration 110Q: 3 clusters Score -2794104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2794111.000000 Penalty: 5093.526367
	Iteration 111Q: 3 clusters Score -2794111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2794122.000000 Penalty: 5093.526367
	Iteration 112Q: 3 clusters Score -2794122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2794130.000000 Penalty: 5093.526367
	Iteration 113Q: 3 clusters Score -2794130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2794141.500000 Penalty: 5093.526367
	Iteration 114Q: 3 clusters Score -2794142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2794146.000000 Penalty: 5093.526367
	Iteration 115Q: 3 clusters Score -2794146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2794152.000000 Penalty: 5093.526367
	Iteration 116Q: 3 clusters Score -2794152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2794152.250000 Penalty: 5093.526367
	Iteration 117Q: 3 clusters Score -2794152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2794159.250000 Penalty: 5093.526367
	Iteration 118Q: 3 clusters Score -2794159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2794166.750000 Penalty: 5093.526367
	Iteration 119Q: 3 clusters Score -2794167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2794168.000000 Penalty: 5093.526367
	Iteration 120F: 3 clusters Score -2794168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2794181.000000 Penalty: 5093.526367
	Iteration 121Q: 3 clusters Score -2794181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2794183.500000 Penalty: 5093.526367
	Iteration 122Q: 3 clusters Score -2794184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2794186.250000 Penalty: 5093.526367
	Iteration 123Q: 3 clusters Score -2794186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2794193.000000 Penalty: 5093.526367
	Iteration 124Q: 3 clusters Score -2794193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2794187.000000 Penalty: 5093.526367
	Iteration 125Q: 3 clusters Score -2794187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2794192.250000 Penalty: 5093.526367
	Iteration 126Q: 3 clusters Score -2794192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2794198.500000 Penalty: 5093.526367
	Iteration 127Q: 3 clusters Score -2794198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2794206.250000 Penalty: 5093.526367
	Iteration 128Q: 3 clusters Score -2794206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2794216.250000 Penalty: 5093.526367
	Iteration 129Q: 3 clusters Score -2794216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2794223.000000 Penalty: 5093.526367
	Iteration 130Q: 3 clusters Score -2794223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2794231.000000 Penalty: 5093.526367
	Iteration 131Q: 3 clusters Score -2794231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2794234.000000 Penalty: 5093.526367
	Iteration 132Q: 3 clusters Score -2794234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2794238.000000 Penalty: 5093.526367
	Iteration 133Q: 3 clusters Score -2794238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2794246.500000 Penalty: 5093.526367
	Iteration 134Q: 3 clusters Score -2794246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2794247.500000 Penalty: 5093.526367
	Iteration 135Q: 3 clusters Score -2794248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2794245.750000 Penalty: 5093.526367
	Iteration 136Q: 3 clusters Score -2794246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2794258.500000 Penalty: 5093.526367
	Iteration 137Q: 3 clusters Score -2794258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2794262.500000 Penalty: 5093.526367
	Iteration 138Q: 3 clusters Score -2794262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2794263.000000 Penalty: 5093.526367
	Iteration 139Q: 3 clusters Score -2794263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2794262.500000 Penalty: 5093.526367
	Iteration 140F: 3 clusters Score -2794262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2794276.250000 Penalty: 5093.526367
	Iteration 141Q: 3 clusters Score -2794276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2794279.000000 Penalty: 5093.526367
	Iteration 142Q: 3 clusters Score -2794279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2794282.500000 Penalty: 5093.526367
	Iteration 143Q: 3 clusters Score -2794282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2794287.250000 Penalty: 5093.526367
	Iteration 144Q: 3 clusters Score -2794287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2794285.000000 Penalty: 5093.526367
	Iteration 145Q: 3 clusters Score -2794285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2794292.250000 Penalty: 5093.526367
	Iteration 146Q: 3 clusters Score -2794292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2794295.750000 Penalty: 5093.526367
	Iteration 147Q: 3 clusters Score -2794296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2794301.750000 Penalty: 5093.526367
	Iteration 148Q: 3 clusters Score -2794302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2794302.750000 Penalty: 5093.526367
	Iteration 149Q: 3 clusters Score -2794303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2794300.750000 Penalty: 5093.526367
	Iteration 150Q: 3 clusters Score -2794301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2794296.750000 Penalty: 5093.526367
	Iteration 151Q: 3 clusters Score -2794297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2794299.250000 Penalty: 5093.526367
	Iteration 152Q: 3 clusters Score -2794299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2794302.500000 Penalty: 5093.526367
	Iteration 153Q: 3 clusters Score -2794302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2794301.250000 Penalty: 5093.526367
	Iteration 154Q: 3 clusters Score -2794301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2794300.750000 Penalty: 5093.526367
	Iteration 155Q: 3 clusters Score -2794301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2794302.250000 Penalty: 5093.526367
	Iteration 156Q: 3 clusters Score -2794302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2794298.750000 Penalty: 5093.526367
	Iteration 157Q: 3 clusters Score -2794299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2794302.000000 Penalty: 5093.526367
	Iteration 158Q: 3 clusters Score -2794302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2794301.000000 Penalty: 5093.526367
	Iteration 159Q: 3 clusters Score -2794301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2794301.000000 Penalty: 5093.526367
	Iteration 160F: 3 clusters Score -2794301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Entering Unmasked Estep 
Score: -3195430.500000 Penalty: 2553.651367
	Iteration 0F: 2 clusters Score -3195430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3175151.250000 Penalty: 5107.302734
	Iteration 0F: 3 clusters Score -3175151 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3182460.250000 Penalty: 5107.302734
	Iteration 1F: 3 clusters Score -3182460 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3182958.500000 Penalty: 5107.302734
	Iteration 2Q: 3 clusters Score -3182958 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3183554.500000 Penalty: 5107.302734
	Iteration 3Q: 3 clusters Score -3183554 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3184293.000000 Penalty: 5107.302734
	Iteration 4Q: 3 clusters Score -3184293 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3185226.250000 Penalty: 5107.302734
	Iteration 5F: 3 clusters Score -3185226 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3186429.000000 Penalty: 5107.302734
	Iteration 6F: 3 clusters Score -3186429 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3187812.500000 Penalty: 5107.302734
	Iteration 7F: 3 clusters Score -3187812 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3189326.750000 Penalty: 5107.302734
	Iteration 8F: 3 clusters Score -3189327 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3190526.500000 Penalty: 5107.302734
	Iteration 9F: 3 clusters Score -3190526 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3191195.750000 Penalty: 5107.302734
	Iteration 10Q: 3 clusters Score -3191196 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3191482.750000 Penalty: 5107.302734
	Iteration 11Q: 3 clusters Score -3191483 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3191646.750000 Penalty: 5107.302734
	Iteration 12Q: 3 clusters Score -3191647 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3191747.500000 Penalty: 5107.302734
	Iteration 13Q: 3 clusters Score -3191748 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3191872.500000 Penalty: 5107.302734
	Iteration 14Q: 3 clusters Score -3191872 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3191975.750000 Penalty: 5107.302734
	Iteration 15Q: 3 clusters Score -3191976 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3192089.000000 Penalty: 5107.302734
	Iteration 16Q: 3 clusters Score -3192089 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3192171.500000 Penalty: 5107.302734
	Iteration 17Q: 3 clusters Score -3192172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3192249.750000 Penalty: 5107.302734
	Iteration 18Q: 3 clusters Score -3192250 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3192337.500000 Penalty: 5107.302734
	Iteration 19Q: 3 clusters Score -3192338 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3192421.500000 Penalty: 5107.302734
	Iteration 20F: 3 clusters Score -3192422 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3192520.250000 Penalty: 5107.302734
	Iteration 21Q: 3 clusters Score -3192520 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3192573.500000 Penalty: 5107.302734
	Iteration 22Q: 3 clusters Score -3192574 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3192630.500000 Penalty: 5107.302734
	Iteration 23Q: 3 clusters Score -3192630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3192696.250000 Penalty: 5107.302734
	Iteration 24Q: 3 clusters Score -3192696 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3192773.750000 Penalty: 5107.302734
	Iteration 25Q: 3 clusters Score -3192774 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3192855.750000 Penalty: 5107.302734
	Iteration 26Q: 3 clusters Score -3192856 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3192903.000000 Penalty: 5107.302734
	Iteration 27Q: 3 clusters Score -3192903 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3192939.750000 Penalty: 5107.302734
	Iteration 28Q: 3 clusters Score -3192940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3192973.000000 Penalty: 5107.302734
	Iteration 29Q: 3 clusters Score -3192973 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3193022.500000 Penalty: 5107.302734
	Iteration 30Q: 3 clusters Score -3193022 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3193046.500000 Penalty: 5107.302734
	Iteration 31Q: 3 clusters Score -3193046 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3193087.750000 Penalty: 5107.302734
	Iteration 32Q: 3 clusters Score -3193088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3193102.750000 Penalty: 5107.302734
	Iteration 33Q: 3 clusters Score -3193103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3193126.500000 Penalty: 5107.302734
	Iteration 34Q: 3 clusters Score -3193126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3193150.750000 Penalty: 5107.302734
	Iteration 35Q: 3 clusters Score -3193151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3193178.500000 Penalty: 5107.302734
	Iteration 36Q: 3 clusters Score -3193178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3193185.250000 Penalty: 5107.302734
	Iteration 37Q: 3 clusters Score -3193185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3193202.250000 Penalty: 5107.302734
	Iteration 38Q: 3 clusters Score -3193202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3193219.500000 Penalty: 5107.302734
	Iteration 39Q: 3 clusters Score -3193220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3193239.500000 Penalty: 5107.302734
	Iteration 40F: 3 clusters Score -3193240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3193255.000000 Penalty: 5107.302734
	Iteration 41Q: 3 clusters Score -3193255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3193271.750000 Penalty: 5107.302734
	Iteration 42Q: 3 clusters Score -3193272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3193292.000000 Penalty: 5107.302734
	Iteration 43Q: 3 clusters Score -3193292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3193303.250000 Penalty: 5107.302734
	Iteration 44Q: 3 clusters Score -3193303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3193310.250000 Penalty: 5107.302734
	Iteration 45Q: 3 clusters Score -3193310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3193319.000000 Penalty: 5107.302734
	Iteration 46Q: 3 clusters Score -3193319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3193346.000000 Penalty: 5107.302734
	Iteration 47Q: 3 clusters Score -3193346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3193366.000000 Penalty: 5107.302734
	Iteration 48Q: 3 clusters Score -3193366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3193373.250000 Penalty: 5107.302734
	Iteration 49Q: 3 clusters Score -3193373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3193395.500000 Penalty: 5107.302734
	Iteration 50Q: 3 clusters Score -3193396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3193405.250000 Penalty: 5107.302734
	Iteration 51Q: 3 clusters Score -3193405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3193408.000000 Penalty: 5107.302734
	Iteration 52Q: 3 clusters Score -3193408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3193414.250000 Penalty: 5107.302734
	Iteration 53Q: 3 clusters Score -3193414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3193419.500000 Penalty: 5107.302734
	Iteration 54Q: 3 clusters Score -3193420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3193422.250000 Penalty: 5107.302734
	Iteration 55Q: 3 clusters Score -3193422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3193428.750000 Penalty: 5107.302734
	Iteration 56Q: 3 clusters Score -3193429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3193444.750000 Penalty: 5107.302734
	Iteration 57Q: 3 clusters Score -3193445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3193457.500000 Penalty: 5107.302734
	Iteration 58Q: 3 clusters Score -3193458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3193474.000000 Penalty: 5107.302734
	Iteration 59Q: 3 clusters Score -3193474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3193480.250000 Penalty: 5107.302734
	Iteration 60F: 3 clusters Score -3193480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3193506.750000 Penalty: 5107.302734
	Iteration 61Q: 3 clusters Score -3193507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3193515.250000 Penalty: 5107.302734
	Iteration 62Q: 3 clusters Score -3193515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3193529.000000 Penalty: 5107.302734
	Iteration 63Q: 3 clusters Score -3193529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3193543.000000 Penalty: 5107.302734
	Iteration 64Q: 3 clusters Score -3193543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3193551.000000 Penalty: 5107.302734
	Iteration 65Q: 3 clusters Score -3193551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3193558.750000 Penalty: 5107.302734
	Iteration 66Q: 3 clusters Score -3193559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3193557.500000 Penalty: 5107.302734
	Iteration 67Q: 3 clusters Score -3193558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3193567.750000 Penalty: 5107.302734
	Iteration 68Q: 3 clusters Score -3193568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3193576.500000 Penalty: 5107.302734
	Iteration 69Q: 3 clusters Score -3193576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3193586.250000 Penalty: 5107.302734
	Iteration 70Q: 3 clusters Score -3193586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3193591.750000 Penalty: 5107.302734
	Iteration 71Q: 3 clusters Score -3193592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3193590.500000 Penalty: 5107.302734
	Iteration 72Q: 3 clusters Score -3193590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3193608.000000 Penalty: 5107.302734
	Iteration 73Q: 3 clusters Score -3193608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3193606.250000 Penalty: 5107.302734
	Iteration 74Q: 3 clusters Score -3193606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3193615.000000 Penalty: 5107.302734
	Iteration 75Q: 3 clusters Score -3193615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3193617.750000 Penalty: 5107.302734
	Iteration 76Q: 3 clusters Score -3193618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3193618.000000 Penalty: 5107.302734
	Iteration 77Q: 3 clusters Score -3193618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3193627.250000 Penalty: 5107.302734
	Iteration 78Q: 3 clusters Score -3193627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3193626.000000 Penalty: 5107.302734
	Iteration 79Q: 3 clusters Score -3193626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3193632.250000 Penalty: 5107.302734
	Iteration 80F: 3 clusters Score -3193632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3193641.500000 Penalty: 5107.302734
	Iteration 81Q: 3 clusters Score -3193642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3193641.500000 Penalty: 5107.302734
	Iteration 82Q: 3 clusters Score -3193642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3193647.500000 Penalty: 5107.302734
	Iteration 83Q: 3 clusters Score -3193648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3193653.250000 Penalty: 5107.302734
	Iteration 84Q: 3 clusters Score -3193653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3193650.500000 Penalty: 5107.302734
	Iteration 85Q: 3 clusters Score -3193650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3193656.750000 Penalty: 5107.302734
	Iteration 86Q: 3 clusters Score -3193657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3193663.000000 Penalty: 5107.302734
	Iteration 87Q: 3 clusters Score -3193663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3193671.250000 Penalty: 5107.302734
	Iteration 88Q: 3 clusters Score -3193671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3193669.250000 Penalty: 5107.302734
	Iteration 89Q: 3 clusters Score -3193669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3193671.000000 Penalty: 5107.302734
	Iteration 90Q: 3 clusters Score -3193671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3193677.000000 Penalty: 5107.302734
	Iteration 91Q: 3 clusters Score -3193677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3193682.500000 Penalty: 5107.302734
	Iteration 92Q: 3 clusters Score -3193682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3193687.500000 Penalty: 5107.302734
	Iteration 93Q: 3 clusters Score -3193688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3193695.500000 Penalty: 5107.302734
	Iteration 94Q: 3 clusters Score -3193696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3193700.750000 Penalty: 5107.302734
	Iteration 95Q: 3 clusters Score -3193701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3193702.250000 Penalty: 5107.302734
	Iteration 96Q: 3 clusters Score -3193702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3193709.000000 Penalty: 5107.302734
	Iteration 97Q: 3 clusters Score -3193709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3193710.750000 Penalty: 5107.302734
	Iteration 98Q: 3 clusters Score -3193711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3193718.250000 Penalty: 5107.302734
	Iteration 99Q: 3 clusters Score -3193718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3193720.500000 Penalty: 5107.302734
	Iteration 100F: 3 clusters Score -3193720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3193729.250000 Penalty: 5107.302734
	Iteration 101Q: 3 clusters Score -3193729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3193734.750000 Penalty: 5107.302734
	Iteration 102Q: 3 clusters Score -3193735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3193732.750000 Penalty: 5107.302734
	Iteration 103Q: 3 clusters Score -3193733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3193736.500000 Penalty: 5107.302734
	Iteration 104Q: 3 clusters Score -3193736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3193739.000000 Penalty: 5107.302734
	Iteration 105Q: 3 clusters Score -3193739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3193742.250000 Penalty: 5107.302734
	Iteration 106Q: 3 clusters Score -3193742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3193738.250000 Penalty: 5107.302734
	Iteration 107Q: 3 clusters Score -3193738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3193740.250000 Penalty: 5107.302734
	Iteration 108Q: 3 clusters Score -3193740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3193739.000000 Penalty: 5107.302734
	Iteration 109Q: 3 clusters Score -3193739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3193735.500000 Penalty: 5107.302734
	Iteration 110Q: 3 clusters Score -3193736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3193737.000000 Penalty: 5107.302734
	Iteration 111Q: 3 clusters Score -3193737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3193742.750000 Penalty: 5107.302734
	Iteration 112Q: 3 clusters Score -3193743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3193747.250000 Penalty: 5107.302734
	Iteration 113Q: 3 clusters Score -3193747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3193748.500000 Penalty: 5107.302734
	Iteration 114Q: 3 clusters Score -3193748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3193748.000000 Penalty: 5107.302734
	Iteration 115Q: 3 clusters Score -3193748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3193751.000000 Penalty: 5107.302734
	Iteration 116Q: 3 clusters Score -3193751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3193749.500000 Penalty: 5107.302734
	Iteration 117Q: 3 clusters Score -3193750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3193751.750000 Penalty: 5107.302734
	Iteration 118Q: 3 clusters Score -3193752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3193750.000000 Penalty: 5107.302734
	Iteration 119Q: 3 clusters Score -3193750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3193750.000000 Penalty: 5107.302734
	Iteration 120F: 3 clusters Score -3193750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3193748.000000 Penalty: 5107.302734
	Iteration 121Q: 3 clusters Score -3193748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3193746.250000 Penalty: 5107.302734
	Iteration 122Q: 3 clusters Score -3193746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3193745.750000 Penalty: 5107.302734
	Iteration 123Q: 3 clusters Score -3193746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3193741.750000 Penalty: 5107.302734
	Iteration 124Q: 3 clusters Score -3193742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3193743.250000 Penalty: 5107.302734
	Iteration 125Q: 3 clusters Score -3193743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3193747.500000 Penalty: 5107.302734
	Iteration 126Q: 3 clusters Score -3193748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3193745.000000 Penalty: 5107.302734
	Iteration 127Q: 3 clusters Score -3193745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3193745.000000 Penalty: 5107.302734
	Iteration 128F: 3 clusters Score -3193745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -262535.750000 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -262535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -259302.593750 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -259302.6 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -259965.546875 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -259965.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -260138.375000 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -260138.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -260227.015625 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -260227 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -260285.265625 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -260285.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -260329.609375 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -260329.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -260363.250000 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -260363.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -260389.140625 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -260389.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -260408.625000 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -260408.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -260431.296875 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -260431.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -260450.875000 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -260450.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -260467.781250 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -260467.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -260486.921875 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -260486.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -260505.609375 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -260505.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -260522.906250 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -260522.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -260539.390625 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -260539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -260548.312500 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -260548.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260554.375000 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -260554.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260560.187500 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -260560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -260568.406250 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -260568.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -260577.046875 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -260577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -260583.828125 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -260583.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -260588.906250 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -260588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -260590.546875 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -260590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -260595.890625 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -260595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260601.671875 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -260601.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -260609.843750 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -260609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -260614.203125 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -260614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -260616.656250 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -260616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -260621.453125 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -260621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -260627.062500 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -260627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -260630.718750 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -260630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -260634.437500 Penalty: 3969.336182
	Iteration 32Q: 3 clusters Score -260634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -260638.328125 Penalty: 3969.336182
	Iteration 33Q: 3 clusters Score -260638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -260641.812500 Penalty: 3969.336182
	Iteration 34Q: 3 clusters Score -260641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -260646.093750 Penalty: 3969.336182
	Iteration 35Q: 3 clusters Score -260646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260648.562500 Penalty: 3969.336182
	Iteration 36Q: 3 clusters Score -260648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -260651.031250 Penalty: 3969.336182
	Iteration 37Q: 3 clusters Score -260651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260652.578125 Penalty: 3969.336182
	Iteration 38Q: 3 clusters Score -260652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260656.484375 Penalty: 3969.336182
	Iteration 39Q: 3 clusters Score -260656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260657.890625 Penalty: 3969.336182
	Iteration 40F: 3 clusters Score -260657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -260659.984375 Penalty: 3969.336182
	Iteration 41Q: 3 clusters Score -260660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -260663.140625 Penalty: 3969.336182
	Iteration 42Q: 3 clusters Score -260663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -260665.828125 Penalty: 3969.336182
	Iteration 43Q: 3 clusters Score -260665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -260672.500000 Penalty: 3969.336182
	Iteration 44Q: 3 clusters Score -260672.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -260679.593750 Penalty: 3969.336182
	Iteration 45Q: 3 clusters Score -260679.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -260684.750000 Penalty: 3969.336182
	Iteration 46Q: 3 clusters Score -260684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -260690.796875 Penalty: 3969.336182
	Iteration 47Q: 3 clusters Score -260690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -260695.546875 Penalty: 3969.336182
	Iteration 48Q: 3 clusters Score -260695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -260698.968750 Penalty: 3969.336182
	Iteration 49Q: 3 clusters Score -260699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -260702.828125 Penalty: 3969.336182
	Iteration 50Q: 3 clusters Score -260702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260707.062500 Penalty: 3969.336182
	Iteration 51Q: 3 clusters Score -260707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -260711.031250 Penalty: 3969.336182
	Iteration 52Q: 3 clusters Score -260711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -260715.468750 Penalty: 3969.336182
	Iteration 53Q: 3 clusters Score -260715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -260720.859375 Penalty: 3969.336182
	Iteration 54Q: 3 clusters Score -260720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260725.984375 Penalty: 3969.336182
	Iteration 55Q: 3 clusters Score -260726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260730.125000 Penalty: 3969.336182
	Iteration 56Q: 3 clusters Score -260730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -260733.546875 Penalty: 3969.336182
	Iteration 57Q: 3 clusters Score -260733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260735.828125 Penalty: 3969.336182
	Iteration 58Q: 3 clusters Score -260735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -260736.671875 Penalty: 3969.336182
	Iteration 59Q: 3 clusters Score -260736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -260737.109375 Penalty: 3969.336182
	Iteration 60F: 3 clusters Score -260737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260737.343750 Penalty: 3969.336182
	Iteration 61Q: 3 clusters Score -260737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260738.312500 Penalty: 3969.336182
	Iteration 62Q: 3 clusters Score -260738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260738.671875 Penalty: 3969.336182
	Iteration 63Q: 3 clusters Score -260738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -260739.671875 Penalty: 3969.336182
	Iteration 64Q: 3 clusters Score -260739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260740.093750 Penalty: 3969.336182
	Iteration 65Q: 3 clusters Score -260740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -260740.812500 Penalty: 3969.336182
	Iteration 66Q: 3 clusters Score -260740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -260741.296875 Penalty: 3969.336182
	Iteration 67Q: 3 clusters Score -260741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260741.562500 Penalty: 3969.336182
	Iteration 68Q: 3 clusters Score -260741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260741.515625 Penalty: 3969.336182
	Iteration 69Q: 3 clusters Score -260741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -260742.187500 Penalty: 3969.336182
	Iteration 70Q: 3 clusters Score -260742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -260743.546875 Penalty: 3969.336182
	Iteration 71Q: 3 clusters Score -260743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -260743.937500 Penalty: 3969.336182
	Iteration 72Q: 3 clusters Score -260743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -260744.421875 Penalty: 3969.336182
	Iteration 73Q: 3 clusters Score -260744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -260744.421875 Penalty: 3969.336182
	Iteration 74F: 3 clusters Score -260744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Entering Unmasked Estep 
Score: -3815994.250000 Penalty: 2597.415527
	Iteration 0F: 2 clusters Score -3815994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3791915.750000 Penalty: 5194.831055
	Iteration 0F: 3 clusters Score -3791916 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3800571.250000 Penalty: 5194.831055
	Iteration 1F: 3 clusters Score -3800571 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3801009.000000 Penalty: 5194.831055
	Iteration 2Q: 3 clusters Score -3801009 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3801380.250000 Penalty: 5194.831055
	Iteration 3Q: 3 clusters Score -3801380 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3801779.500000 Penalty: 5194.831055
	Iteration 4Q: 3 clusters Score -3801780 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3802309.250000 Penalty: 5194.831055
	Iteration 5Q: 3 clusters Score -3802309 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3803048.000000 Penalty: 5194.831055
	Iteration 6Q: 3 clusters Score -3803048 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3804158.250000 Penalty: 5194.831055
	Iteration 7F: 3 clusters Score -3804158 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3805921.000000 Penalty: 5194.831055
	Iteration 8F: 3 clusters Score -3805921 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3808131.000000 Penalty: 5194.831055
	Iteration 9F: 3 clusters Score -3808131 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3810339.000000 Penalty: 5194.831055
	Iteration 10F: 3 clusters Score -3810339 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3812023.250000 Penalty: 5194.831055
	Iteration 11F: 3 clusters Score -3812023 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3812933.750000 Penalty: 5194.831055
	Iteration 12Q: 3 clusters Score -3812934 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3813403.750000 Penalty: 5194.831055
	Iteration 13Q: 3 clusters Score -3813404 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3813688.750000 Penalty: 5194.831055
	Iteration 14Q: 3 clusters Score -3813689 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -3813860.750000 Penalty: 5194.831055
	Iteration 15Q: 3 clusters Score -3813861 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3813955.250000 Penalty: 5194.831055
	Iteration 16Q: 3 clusters Score -3813955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -3814008.500000 Penalty: 5194.831055
	Iteration 17Q: 3 clusters Score -3814008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3814038.500000 Penalty: 5194.831055
	Iteration 18Q: 3 clusters Score -3814038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3814071.250000 Penalty: 5194.831055
	Iteration 19Q: 3 clusters Score -3814071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -3814087.500000 Penalty: 5194.831055
	Iteration 20F: 3 clusters Score -3814088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -3814097.000000 Penalty: 5194.831055
	Iteration 21Q: 3 clusters Score -3814097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -3814103.250000 Penalty: 5194.831055
	Iteration 22Q: 3 clusters Score -3814103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3814120.750000 Penalty: 5194.831055
	Iteration 23Q: 3 clusters Score -3814121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3814121.250000 Penalty: 5194.831055
	Iteration 24Q: 3 clusters Score -3814121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -3814127.000000 Penalty: 5194.831055
	Iteration 25Q: 3 clusters Score -3814127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -3814124.000000 Penalty: 5194.831055
	Iteration 26Q: 3 clusters Score -3814124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3814123.250000 Penalty: 5194.831055
	Iteration 27Q: 3 clusters Score -3814123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3814122.500000 Penalty: 5194.831055
	Iteration 28Q: 3 clusters Score -3814122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3814123.750000 Penalty: 5194.831055
	Iteration 29Q: 3 clusters Score -3814124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -3814127.750000 Penalty: 5194.831055
	Iteration 30Q: 3 clusters Score -3814128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -3814127.750000 Penalty: 5194.831055
	Iteration 31F: 3 clusters Score -3814128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 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 167 members 
Entering Unmasked Estep 
Score: -25056.242188 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25056.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25293.318359 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25293.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25403.306641 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25403.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25608.291016 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -25608.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25827.662109 Penalty: 2880.838867
	Iteration 4F: 3 clusters Score -25827.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26078.919922 Penalty: 2880.838867
	Iteration 5F: 3 clusters Score -26078.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26135.187500 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -26135.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26185.330078 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -26185.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26210.771484 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -26210.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26210.771484 Penalty: 2880.838867
	Iteration 9F: 3 clusters Score -26210.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Entering Unmasked Estep 
Score: -6538006.000000 Penalty: 2744.572754
	Iteration 0F: 2 clusters Score -6538006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -6494952.000000 Penalty: 5489.145508
	Iteration 0F: 3 clusters Score -6494952 nChanged 29960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -6511820.000000 Penalty: 5489.145508
	Iteration 1F: 3 clusters Score -6511820 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -6512527.000000 Penalty: 5489.145508
	Iteration 2Q: 3 clusters Score -6512527 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -6513482.000000 Penalty: 5489.145508
	Iteration 3Q: 3 clusters Score -6513482 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -6515009.500000 Penalty: 5489.145508
	Iteration 4Q: 3 clusters Score -6515010 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6517743.500000 Penalty: 5489.145508
	Iteration 5F: 3 clusters Score -6517744 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6522279.000000 Penalty: 5489.145508
	Iteration 6F: 3 clusters Score -6522279 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -6527993.000000 Penalty: 5489.145508
	Iteration 7F: 3 clusters Score -6527993 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -6532437.500000 Penalty: 5489.145508
	Iteration 8F: 3 clusters Score -6532438 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -6534623.000000 Penalty: 5489.145508
	Iteration 9Q: 3 clusters Score -6534623 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -6535271.000000 Penalty: 5489.145508
	Iteration 10Q: 3 clusters Score -6535271 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -6535484.500000 Penalty: 5489.145508
	Iteration 11Q: 3 clusters Score -6535484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -6535565.500000 Penalty: 5489.145508
	Iteration 12Q: 3 clusters Score -6535566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -6535601.000000 Penalty: 5489.145508
	Iteration 13Q: 3 clusters Score -6535601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -6535623.500000 Penalty: 5489.145508
	Iteration 14Q: 3 clusters Score -6535624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -6535625.000000 Penalty: 5489.145508
	Iteration 15Q: 3 clusters Score -6535625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -6535636.000000 Penalty: 5489.145508
	Iteration 16Q: 3 clusters Score -6535636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -6535642.500000 Penalty: 5489.145508
	Iteration 17Q: 3 clusters Score -6535642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -6535642.500000 Penalty: 5489.145508
	Iteration 18F: 3 clusters Score -6535642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Entering Unmasked Estep 
Score: -1928129.875000 Penalty: 2431.993652
	Iteration 0F: 2 clusters Score -1928130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1915361.750000 Penalty: 4863.987305
	Iteration 0F: 3 clusters Score -1915362 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1919451.000000 Penalty: 4863.987305
	Iteration 1F: 3 clusters Score -1919451 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1919813.750000 Penalty: 4863.987305
	Iteration 2F: 3 clusters Score -1919814 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1920138.000000 Penalty: 4863.987305
	Iteration 3Q: 3 clusters Score -1920138 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1920453.625000 Penalty: 4863.987305
	Iteration 4Q: 3 clusters Score -1920454 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1920841.750000 Penalty: 4863.987305
	Iteration 5Q: 3 clusters Score -1920842 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1921314.875000 Penalty: 4863.987305
	Iteration 6Q: 3 clusters Score -1921315 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1921944.125000 Penalty: 4863.987305
	Iteration 7F: 3 clusters Score -1921944 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1922839.875000 Penalty: 4863.987305
	Iteration 8F: 3 clusters Score -1922840 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1923834.375000 Penalty: 4863.987305
	Iteration 9F: 3 clusters Score -1923834 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1924702.500000 Penalty: 4863.987305
	Iteration 10F: 3 clusters Score -1924702 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1925319.125000 Penalty: 4863.987305
	Iteration 11Q: 3 clusters Score -1925319 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1925615.500000 Penalty: 4863.987305
	Iteration 12Q: 3 clusters Score -1925616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1925791.375000 Penalty: 4863.987305
	Iteration 13Q: 3 clusters Score -1925791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1925866.375000 Penalty: 4863.987305
	Iteration 14Q: 3 clusters Score -1925866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1925905.625000 Penalty: 4863.987305
	Iteration 15Q: 3 clusters Score -1925906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1925922.375000 Penalty: 4863.987305
	Iteration 16Q: 3 clusters Score -1925922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1925931.625000 Penalty: 4863.987305
	Iteration 17Q: 3 clusters Score -1925932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1925939.250000 Penalty: 4863.987305
	Iteration 18Q: 3 clusters Score -1925939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1925944.750000 Penalty: 4863.987305
	Iteration 19Q: 3 clusters Score -1925945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1925946.250000 Penalty: 4863.987305
	Iteration 20F: 3 clusters Score -1925946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1925948.000000 Penalty: 4863.987305
	Iteration 21Q: 3 clusters Score -1925948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1925949.875000 Penalty: 4863.987305
	Iteration 22Q: 3 clusters Score -1925950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1925955.125000 Penalty: 4863.987305
	Iteration 23Q: 3 clusters Score -1925955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1925955.125000 Penalty: 4863.987305
	Iteration 24F: 3 clusters Score -1925955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -240424.843750 Penalty: 1923.854736
	Iteration 0F: 2 clusters Score -240424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237615.046875 Penalty: 3847.709473
	Iteration 0F: 3 clusters Score -237615 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -238162.031250 Penalty: 3847.709473
	Iteration 1F: 3 clusters Score -238162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -238347.000000 Penalty: 3847.709473
	Iteration 2F: 3 clusters Score -238347 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238469.859375 Penalty: 3847.709473
	Iteration 3Q: 3 clusters Score -238469.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238564.171875 Penalty: 3847.709473
	Iteration 4Q: 3 clusters Score -238564.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -238658.312500 Penalty: 3847.709473
	Iteration 5Q: 3 clusters Score -238658.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -238742.015625 Penalty: 3847.709473
	Iteration 6Q: 3 clusters Score -238742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238831.250000 Penalty: 3847.709473
	Iteration 7Q: 3 clusters Score -238831.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238923.109375 Penalty: 3847.709473
	Iteration 8Q: 3 clusters Score -238923.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -239039.109375 Penalty: 3847.709473
	Iteration 9Q: 3 clusters Score -239039.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -239125.375000 Penalty: 3847.709473
	Iteration 10Q: 3 clusters Score -239125.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -239188.437500 Penalty: 3847.709473
	Iteration 11Q: 3 clusters Score -239188.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -239234.859375 Penalty: 3847.709473
	Iteration 12Q: 3 clusters Score -239234.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -239270.625000 Penalty: 3847.709473
	Iteration 13Q: 3 clusters Score -239270.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -239302.187500 Penalty: 3847.709473
	Iteration 14Q: 3 clusters Score -239302.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -239331.046875 Penalty: 3847.709473
	Iteration 15Q: 3 clusters Score -239331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -239346.828125 Penalty: 3847.709473
	Iteration 16Q: 3 clusters Score -239346.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -239359.484375 Penalty: 3847.709473
	Iteration 17Q: 3 clusters Score -239359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -239363.328125 Penalty: 3847.709473
	Iteration 18Q: 3 clusters Score -239363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -239365.890625 Penalty: 3847.709473
	Iteration 19Q: 3 clusters Score -239365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -239366.656250 Penalty: 3847.709473
	Iteration 20F: 3 clusters Score -239366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -239366.828125 Penalty: 3847.709473
	Iteration 21Q: 3 clusters Score -239366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -239366.828125 Penalty: 3847.709473
	Iteration 22F: 3 clusters Score -239366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Entering Unmasked Estep 
Score: -1368320.500000 Penalty: 2340.237061
	Iteration 0F: 2 clusters Score -1368320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1358905.500000 Penalty: 4680.474121
	Iteration 0F: 3 clusters Score -1358906 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1361661.000000 Penalty: 4680.474121
	Iteration 1F: 3 clusters Score -1361661 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1361996.875000 Penalty: 4680.474121
	Iteration 2F: 3 clusters Score -1361997 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1362267.125000 Penalty: 4680.474121
	Iteration 3F: 3 clusters Score -1362267 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1362549.750000 Penalty: 4680.474121
	Iteration 4Q: 3 clusters Score -1362550 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1362890.750000 Penalty: 4680.474121
	Iteration 5Q: 3 clusters Score -1362891 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1363296.750000 Penalty: 4680.474121
	Iteration 6Q: 3 clusters Score -1363297 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1363822.875000 Penalty: 4680.474121
	Iteration 7F: 3 clusters Score -1363823 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1364394.125000 Penalty: 4680.474121
	Iteration 8F: 3 clusters Score -1364394 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1364920.125000 Penalty: 4680.474121
	Iteration 9F: 3 clusters Score -1364920 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1365392.250000 Penalty: 4680.474121
	Iteration 10Q: 3 clusters Score -1365392 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1365708.500000 Penalty: 4680.474121
	Iteration 11Q: 3 clusters Score -1365708 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1365899.125000 Penalty: 4680.474121
	Iteration 12Q: 3 clusters Score -1365899 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1366013.375000 Penalty: 4680.474121
	Iteration 13Q: 3 clusters Score -1366013 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1366089.625000 Penalty: 4680.474121
	Iteration 14Q: 3 clusters Score -1366090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1366148.000000 Penalty: 4680.474121
	Iteration 15Q: 3 clusters Score -1366148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1366183.875000 Penalty: 4680.474121
	Iteration 16Q: 3 clusters Score -1366184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1366213.750000 Penalty: 4680.474121
	Iteration 17Q: 3 clusters Score -1366214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1366225.750000 Penalty: 4680.474121
	Iteration 18Q: 3 clusters Score -1366226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1366245.625000 Penalty: 4680.474121
	Iteration 19Q: 3 clusters Score -1366246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1366263.625000 Penalty: 4680.474121
	Iteration 20F: 3 clusters Score -1366264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1366289.125000 Penalty: 4680.474121
	Iteration 21Q: 3 clusters Score -1366289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1366302.250000 Penalty: 4680.474121
	Iteration 22Q: 3 clusters Score -1366302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1366321.250000 Penalty: 4680.474121
	Iteration 23Q: 3 clusters Score -1366321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1366339.000000 Penalty: 4680.474121
	Iteration 24Q: 3 clusters Score -1366339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1366353.875000 Penalty: 4680.474121
	Iteration 25Q: 3 clusters Score -1366354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1366362.125000 Penalty: 4680.474121
	Iteration 26Q: 3 clusters Score -1366362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1366372.625000 Penalty: 4680.474121
	Iteration 27Q: 3 clusters Score -1366373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1366378.750000 Penalty: 4680.474121
	Iteration 28Q: 3 clusters Score -1366379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1366388.625000 Penalty: 4680.474121
	Iteration 29Q: 3 clusters Score -1366389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1366391.875000 Penalty: 4680.474121
	Iteration 30Q: 3 clusters Score -1366392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1366391.875000 Penalty: 4680.474121
	Iteration 31Q: 3 clusters Score -1366392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1366394.875000 Penalty: 4680.474121
	Iteration 32Q: 3 clusters Score -1366395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1366393.750000 Penalty: 4680.474121
	Iteration 33Q: 3 clusters Score -1366394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1366393.875000 Penalty: 4680.474121
	Iteration 34Q: 3 clusters Score -1366394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1366396.625000 Penalty: 4680.474121
	Iteration 35Q: 3 clusters Score -1366397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1366398.500000 Penalty: 4680.474121
	Iteration 36Q: 3 clusters Score -1366398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1366400.250000 Penalty: 4680.474121
	Iteration 37Q: 3 clusters Score -1366400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1366403.375000 Penalty: 4680.474121
	Iteration 38Q: 3 clusters Score -1366403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1366404.750000 Penalty: 4680.474121
	Iteration 39Q: 3 clusters Score -1366405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1366405.250000 Penalty: 4680.474121
	Iteration 40F: 3 clusters Score -1366405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1366404.750000 Penalty: 4680.474121
	Iteration 41Q: 3 clusters Score -1366405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1366406.000000 Penalty: 4680.474121
	Iteration 42Q: 3 clusters Score -1366406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1366406.000000 Penalty: 4680.474121
	Iteration 43F: 3 clusters Score -1366406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70113.562500 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70113.56 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70387.812500 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70387.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70676.632812 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -70676.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70877.664062 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -70877.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70968.632812 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -70968.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71033.007812 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -71033.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71071.976562 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71071.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71108.843750 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71108.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71129.843750 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -71129.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71144.437500 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -71144.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71157.367188 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -71157.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71179.117188 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -71179.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71218.132812 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -71218.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -71251.289062 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -71251.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -71287.898438 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -71287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -71329.226562 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -71329.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -71348.882812 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -71348.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71371.914062 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -71371.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71407.843750 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -71407.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71432.148438 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -71432.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71441.671875 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -71441.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71446.234375 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -71446.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71446.234375 Penalty: 3318.041016
	Iteration 22F: 3 clusters Score -71446.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (413373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413373 members 
Entering Unmasked Estep 
Score: -43673056.000000 Penalty: 3207.162354
	Iteration 0F: 2 clusters Score -4.367306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207084 members 
Mstep: Class 2 contains 206289 members 
Entering Unmasked Estep 
Score: -43426372.000000 Penalty: 6414.324707
	Iteration 0F: 3 clusters Score -4.342637e+07 nChanged 200785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212719 members 
Mstep: Class 2 contains 200654 members 
Entering Unmasked Estep 
Score: -43547020.000000 Penalty: 6414.324707
	Iteration 1F: 3 clusters Score -4.354702e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215661 members 
Mstep: Class 2 contains 197712 members 
Entering Unmasked Estep 
Score: -43548648.000000 Penalty: 6414.324707
	Iteration 2Q: 3 clusters Score -4.354865e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220284 members 
Mstep: Class 2 contains 193089 members 
Entering Unmasked Estep 
Score: -43550952.000000 Penalty: 6414.324707
	Iteration 3Q: 3 clusters Score -4.355095e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227469 members 
Mstep: Class 2 contains 185904 members 
Entering Unmasked Estep 
Score: -43554652.000000 Penalty: 6414.324707
	Iteration 4Q: 3 clusters Score -4.355465e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238503 members 
Mstep: Class 2 contains 174870 members 
Entering Unmasked Estep 
Score: -43560932.000000 Penalty: 6414.324707
	Iteration 5Q: 3 clusters Score -4.356093e+07 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254853 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -43571240.000000 Penalty: 6414.324707
	Iteration 6Q: 3 clusters Score -4.357124e+07 nChanged 24548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277377 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -43587528.000000 Penalty: 6414.324707
	Iteration 7F: 3 clusters Score -4.358753e+07 nChanged 28886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304987 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -43610544.000000 Penalty: 6414.324707
	Iteration 8F: 3 clusters Score -4.361054e+07 nChanged 29989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334278 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -43633580.000000 Penalty: 6414.324707
	Iteration 9F: 3 clusters Score -4.363358e+07 nChanged 26243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359887 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -43649380.000000 Penalty: 6414.324707
	Iteration 10F: 3 clusters Score -4.364938e+07 nChanged 19301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378674 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -43658436.000000 Penalty: 6414.324707
	Iteration 11Q: 3 clusters Score -4.365844e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391143 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -43662480.000000 Penalty: 6414.324707
	Iteration 12Q: 3 clusters Score -4.366248e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398956 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -43665168.000000 Penalty: 6414.324707
	Iteration 13Q: 3 clusters Score -4.366517e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403793 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -43666676.000000 Penalty: 6414.324707
	Iteration 14Q: 3 clusters Score -4.366668e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406625 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -43667768.000000 Penalty: 6414.324707
	Iteration 15Q: 3 clusters Score -4.366777e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408327 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -43668612.000000 Penalty: 6414.324707
	Iteration 16Q: 3 clusters Score -4.366861e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409415 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -43669092.000000 Penalty: 6414.324707
	Iteration 17Q: 3 clusters Score -4.366909e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410122 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -43669428.000000 Penalty: 6414.324707
	Iteration 18Q: 3 clusters Score -4.366943e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410576 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -43669572.000000 Penalty: 6414.324707
	Iteration 19Q: 3 clusters Score -4.366957e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410865 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -43669652.000000 Penalty: 6414.324707
	Iteration 20F: 3 clusters Score -4.366965e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411063 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -43669720.000000 Penalty: 6414.324707
	Iteration 21Q: 3 clusters Score -4.366972e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411183 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -43669792.000000 Penalty: 6414.324707
	Iteration 22Q: 3 clusters Score -4.366979e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411287 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -43669900.000000 Penalty: 6414.324707
	Iteration 23Q: 3 clusters Score -4.36699e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411382 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -43669972.000000 Penalty: 6414.324707
	Iteration 24Q: 3 clusters Score -4.366997e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411447 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -43670016.000000 Penalty: 6414.324707
	Iteration 25Q: 3 clusters Score -4.367002e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411510 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -43670060.000000 Penalty: 6414.324707
	Iteration 26Q: 3 clusters Score -4.367006e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411551 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -43670044.000000 Penalty: 6414.324707
	Iteration 27Q: 3 clusters Score -4.367004e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411581 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -43670104.000000 Penalty: 6414.324707
	Iteration 28Q: 3 clusters Score -4.36701e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411611 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -43670180.000000 Penalty: 6414.324707
	Iteration 29Q: 3 clusters Score -4.367018e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411630 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -43670212.000000 Penalty: 6414.324707
	Iteration 30Q: 3 clusters Score -4.367021e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411635 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -43670168.000000 Penalty: 6414.324707
	Iteration 31Q: 3 clusters Score -4.367017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411651 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -43670212.000000 Penalty: 6414.324707
	Iteration 32Q: 3 clusters Score -4.367021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411668 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -43670232.000000 Penalty: 6414.324707
	Iteration 33Q: 3 clusters Score -4.367023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -43670244.000000 Penalty: 6414.324707
	Iteration 34Q: 3 clusters Score -4.367024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411693 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -43670224.000000 Penalty: 6414.324707
	Iteration 35Q: 3 clusters Score -4.367022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411698 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -43670248.000000 Penalty: 6414.324707
	Iteration 36Q: 3 clusters Score -4.367025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411703 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -43670236.000000 Penalty: 6414.324707
	Iteration 37Q: 3 clusters Score -4.367024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411711 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -43670212.000000 Penalty: 6414.324707
	Iteration 38Q: 3 clusters Score -4.367021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411715 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -43670240.000000 Penalty: 6414.324707
	Iteration 39Q: 3 clusters Score -4.367024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411718 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -43670260.000000 Penalty: 6414.324707
	Iteration 40F: 3 clusters Score -4.367026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411714 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -43670228.000000 Penalty: 6414.324707
	Iteration 41Q: 3 clusters Score -4.367023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411713 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -43670224.000000 Penalty: 6414.324707
	Iteration 42Q: 3 clusters Score -4.367022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411716 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -43670240.000000 Penalty: 6414.324707
	Iteration 43Q: 3 clusters Score -4.367024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411718 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -43670240.000000 Penalty: 6414.324707
	Iteration 44Q: 3 clusters Score -4.367024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411717 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -43670236.000000 Penalty: 6414.324707
	Iteration 45Q: 3 clusters Score -4.367024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411716 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -43670244.000000 Penalty: 6414.324707
	Iteration 46Q: 3 clusters Score -4.367024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411716 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -43670232.000000 Penalty: 6414.324707
	Iteration 47Q: 3 clusters Score -4.367023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411717 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -43670236.000000 Penalty: 6414.324707
	Iteration 48Q: 3 clusters Score -4.367024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411717 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -43670236.000000 Penalty: 6414.324707
	Iteration 49F: 3 clusters Score -4.367024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -308965.156250 Penalty: 1995.782227
	Iteration 0F: 2 clusters Score -308965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -305643.156250 Penalty: 3991.564453
	Iteration 0F: 3 clusters Score -305643.2 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -306293.500000 Penalty: 3991.564453
	Iteration 1F: 3 clusters Score -306293.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -306480.656250 Penalty: 3991.564453
	Iteration 2F: 3 clusters Score -306480.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -306628.812500 Penalty: 3991.564453
	Iteration 3F: 3 clusters Score -306628.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -306733.437500 Penalty: 3991.564453
	Iteration 4Q: 3 clusters Score -306733.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -306815.718750 Penalty: 3991.564453
	Iteration 5Q: 3 clusters Score -306815.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -306894.187500 Penalty: 3991.564453
	Iteration 6Q: 3 clusters Score -306894.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -306964.593750 Penalty: 3991.564453
	Iteration 7Q: 3 clusters Score -306964.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -307013.093750 Penalty: 3991.564453
	Iteration 8Q: 3 clusters Score -307013.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -307055.187500 Penalty: 3991.564453
	Iteration 9Q: 3 clusters Score -307055.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -307100.062500 Penalty: 3991.564453
	Iteration 10Q: 3 clusters Score -307100.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -307133.656250 Penalty: 3991.564453
	Iteration 11Q: 3 clusters Score -307133.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -307156.343750 Penalty: 3991.564453
	Iteration 12Q: 3 clusters Score -307156.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -307180.843750 Penalty: 3991.564453
	Iteration 13Q: 3 clusters Score -307180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -307197.812500 Penalty: 3991.564453
	Iteration 14Q: 3 clusters Score -307197.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -307208.406250 Penalty: 3991.564453
	Iteration 15Q: 3 clusters Score -307208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -307221.250000 Penalty: 3991.564453
	Iteration 16Q: 3 clusters Score -307221.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -307231.437500 Penalty: 3991.564453
	Iteration 17Q: 3 clusters Score -307231.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -307247.875000 Penalty: 3991.564453
	Iteration 18Q: 3 clusters Score -307247.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -307260.500000 Penalty: 3991.564453
	Iteration 19Q: 3 clusters Score -307260.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -307271.718750 Penalty: 3991.564453
	Iteration 20F: 3 clusters Score -307271.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -307285.875000 Penalty: 3991.564453
	Iteration 21Q: 3 clusters Score -307285.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -307301.375000 Penalty: 3991.564453
	Iteration 22Q: 3 clusters Score -307301.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -307314.656250 Penalty: 3991.564453
	Iteration 23Q: 3 clusters Score -307314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -307323.750000 Penalty: 3991.564453
	Iteration 24Q: 3 clusters Score -307323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -307326.718750 Penalty: 3991.564453
	Iteration 25Q: 3 clusters Score -307326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -307328.781250 Penalty: 3991.564453
	Iteration 26Q: 3 clusters Score -307328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -307332.281250 Penalty: 3991.564453
	Iteration 27Q: 3 clusters Score -307332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -307338.125000 Penalty: 3991.564453
	Iteration 28Q: 3 clusters Score -307338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -307344.937500 Penalty: 3991.564453
	Iteration 29Q: 3 clusters Score -307344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -307350.937500 Penalty: 3991.564453
	Iteration 30Q: 3 clusters Score -307350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -307354.375000 Penalty: 3991.564453
	Iteration 31Q: 3 clusters Score -307354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -307358.250000 Penalty: 3991.564453
	Iteration 32Q: 3 clusters Score -307358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307360.281250 Penalty: 3991.564453
	Iteration 33Q: 3 clusters Score -307360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307361.062500 Penalty: 3991.564453
	Iteration 34Q: 3 clusters Score -307361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307361.062500 Penalty: 3991.564453
	Iteration 35F: 3 clusters Score -307361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 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 244 members 
Entering Unmasked Estep 
Score: -41761.972656 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41761.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42029.230469 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -42029.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42103.871094 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -42103.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42134.203125 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42161.578125 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42161.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42184.378906 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42184.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42199.109375 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42199.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42217.675781 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42217.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42232.097656 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42242.855469 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42242.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42246.136719 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42246.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42250.386719 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42250.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42253.328125 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42253.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42254.441406 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42254.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42254.441406 Penalty: 3081.452637
	Iteration 14F: 3 clusters Score -42254.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Entering Unmasked Estep 
Score: -4970594.500000 Penalty: 2663.616455
	Iteration 0F: 2 clusters Score -4970594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4939448.500000 Penalty: 5327.232910
	Iteration 0F: 3 clusters Score -4939448 nChanged 21226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -4951205.500000 Penalty: 5327.232910
	Iteration 1F: 3 clusters Score -4951206 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4951806.500000 Penalty: 5327.232910
	Iteration 2Q: 3 clusters Score -4951806 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4952261.500000 Penalty: 5327.232910
	Iteration 3Q: 3 clusters Score -4952262 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4952680.500000 Penalty: 5327.232910
	Iteration 4Q: 3 clusters Score -4952680 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4953083.500000 Penalty: 5327.232910
	Iteration 5Q: 3 clusters Score -4953084 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4953482.000000 Penalty: 5327.232910
	Iteration 6Q: 3 clusters Score -4953482 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4953984.000000 Penalty: 5327.232910
	Iteration 7Q: 3 clusters Score -4953984 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4954596.000000 Penalty: 5327.232910
	Iteration 8Q: 3 clusters Score -4954596 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4955585.000000 Penalty: 5327.232910
	Iteration 9Q: 3 clusters Score -4955585 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4957030.000000 Penalty: 5327.232910
	Iteration 10F: 3 clusters Score -4957030 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4959152.500000 Penalty: 5327.232910
	Iteration 11F: 3 clusters Score -4959152 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4961662.500000 Penalty: 5327.232910
	Iteration 12F: 3 clusters Score -4961662 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4964221.500000 Penalty: 5327.232910
	Iteration 13F: 3 clusters Score -4964222 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4966150.500000 Penalty: 5327.232910
	Iteration 14Q: 3 clusters Score -4966150 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4967389.500000 Penalty: 5327.232910
	Iteration 15Q: 3 clusters Score -4967390 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4968038.000000 Penalty: 5327.232910
	Iteration 16Q: 3 clusters Score -4968038 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4968398.000000 Penalty: 5327.232910
	Iteration 17Q: 3 clusters Score -4968398 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4968597.500000 Penalty: 5327.232910
	Iteration 18Q: 3 clusters Score -4968598 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4968724.500000 Penalty: 5327.232910
	Iteration 19Q: 3 clusters Score -4968724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4968783.500000 Penalty: 5327.232910
	Iteration 20F: 3 clusters Score -4968784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4968829.500000 Penalty: 5327.232910
	Iteration 21Q: 3 clusters Score -4968830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4968869.000000 Penalty: 5327.232910
	Iteration 22Q: 3 clusters Score -4968869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4968888.000000 Penalty: 5327.232910
	Iteration 23Q: 3 clusters Score -4968888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4968909.500000 Penalty: 5327.232910
	Iteration 24Q: 3 clusters Score -4968910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4968924.000000 Penalty: 5327.232910
	Iteration 25Q: 3 clusters Score -4968924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4968941.000000 Penalty: 5327.232910
	Iteration 26Q: 3 clusters Score -4968941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4968936.000000 Penalty: 5327.232910
	Iteration 27Q: 3 clusters Score -4968936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4968944.500000 Penalty: 5327.232910
	Iteration 28Q: 3 clusters Score -4968944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4968947.000000 Penalty: 5327.232910
	Iteration 29Q: 3 clusters Score -4968947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4968951.500000 Penalty: 5327.232910
	Iteration 30Q: 3 clusters Score -4968952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4968956.500000 Penalty: 5327.232910
	Iteration 31Q: 3 clusters Score -4968956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4968962.500000 Penalty: 5327.232910
	Iteration 32Q: 3 clusters Score -4968962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4968967.000000 Penalty: 5327.232910
	Iteration 33Q: 3 clusters Score -4968967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4968970.000000 Penalty: 5327.232910
	Iteration 34Q: 3 clusters Score -4968970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4968967.500000 Penalty: 5327.232910
	Iteration 35Q: 3 clusters Score -4968968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4968974.500000 Penalty: 5327.232910
	Iteration 36Q: 3 clusters Score -4968974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4968979.000000 Penalty: 5327.232910
	Iteration 37Q: 3 clusters Score -4968979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4968973.000000 Penalty: 5327.232910
	Iteration 38Q: 3 clusters Score -4968973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4968980.000000 Penalty: 5327.232910
	Iteration 39Q: 3 clusters Score -4968980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4968978.000000 Penalty: 5327.232910
	Iteration 40F: 3 clusters Score -4968978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4968982.500000 Penalty: 5327.232910
	Iteration 41Q: 3 clusters Score -4968982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4968988.000000 Penalty: 5327.232910
	Iteration 42Q: 3 clusters Score -4968988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4968985.000000 Penalty: 5327.232910
	Iteration 43Q: 3 clusters Score -4968985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4968990.500000 Penalty: 5327.232910
	Iteration 44Q: 3 clusters Score -4968990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4968994.500000 Penalty: 5327.232910
	Iteration 45Q: 3 clusters Score -4968994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4969002.500000 Penalty: 5327.232910
	Iteration 46Q: 3 clusters Score -4969002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4969002.000000 Penalty: 5327.232910
	Iteration 47Q: 3 clusters Score -4969002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4969002.500000 Penalty: 5327.232910
	Iteration 48Q: 3 clusters Score -4969002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4968999.000000 Penalty: 5327.232910
	Iteration 49Q: 3 clusters Score -4968999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4969009.500000 Penalty: 5327.232910
	Iteration 50Q: 3 clusters Score -4969010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4969009.000000 Penalty: 5327.232910
	Iteration 51Q: 3 clusters Score -4969009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4969013.500000 Penalty: 5327.232910
	Iteration 52Q: 3 clusters Score -4969014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4969009.000000 Penalty: 5327.232910
	Iteration 53Q: 3 clusters Score -4969009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4969014.500000 Penalty: 5327.232910
	Iteration 54Q: 3 clusters Score -4969014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4969010.000000 Penalty: 5327.232910
	Iteration 55Q: 3 clusters Score -4969010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4969006.000000 Penalty: 5327.232910
	Iteration 56Q: 3 clusters Score -4969006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4969009.000000 Penalty: 5327.232910
	Iteration 57Q: 3 clusters Score -4969009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4969010.000000 Penalty: 5327.232910
	Iteration 58Q: 3 clusters Score -4969010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4969015.000000 Penalty: 5327.232910
	Iteration 59Q: 3 clusters Score -4969015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4969008.500000 Penalty: 5327.232910
	Iteration 60F: 3 clusters Score -4969008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4969010.000000 Penalty: 5327.232910
	Iteration 61Q: 3 clusters Score -4969010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4969000.500000 Penalty: 5327.232910
	Iteration 62Q: 3 clusters Score -4969000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4969005.500000 Penalty: 5327.232910
	Iteration 63Q: 3 clusters Score -4969006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4969005.500000 Penalty: 5327.232910
	Iteration 64F: 3 clusters Score -4969006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (323286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323286 members 
Entering Unmasked Estep 
Score: -34339396.000000 Penalty: 3146.200684
	Iteration 0F: 2 clusters Score -3.43394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161964 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -34130924.000000 Penalty: 6292.401367
	Iteration 0F: 3 clusters Score -3.413092e+07 nChanged 156872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -34224388.000000 Penalty: 6292.401367
	Iteration 1F: 3 clusters Score -3.422439e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -34226256.000000 Penalty: 6292.401367
	Iteration 2Q: 3 clusters Score -3.422626e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -34229040.000000 Penalty: 6292.401367
	Iteration 3Q: 3 clusters Score -3.422904e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185243 members 
Mstep: Class 2 contains 138043 members 
Entering Unmasked Estep 
Score: -34232968.000000 Penalty: 6292.401367
	Iteration 4Q: 3 clusters Score -3.423297e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197261 members 
Mstep: Class 2 contains 126025 members 
Entering Unmasked Estep 
Score: -34239960.000000 Penalty: 6292.401367
	Iteration 5Q: 3 clusters Score -3.423996e+07 nChanged 18709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213798 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -34250924.000000 Penalty: 6292.401367
	Iteration 6F: 3 clusters Score -3.425092e+07 nChanged 22357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234293 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -34267496.000000 Penalty: 6292.401367
	Iteration 7F: 3 clusters Score -3.42675e+07 nChanged 22844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255425 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -34286028.000000 Penalty: 6292.401367
	Iteration 8F: 3 clusters Score -3.428603e+07 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273508 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -34301988.000000 Penalty: 6292.401367
	Iteration 9F: 3 clusters Score -3.430199e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286772 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -34313060.000000 Penalty: 6292.401367
	Iteration 10Q: 3 clusters Score -3.431306e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296037 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -34320432.000000 Penalty: 6292.401367
	Iteration 11Q: 3 clusters Score -3.432043e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302665 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -34325620.000000 Penalty: 6292.401367
	Iteration 12Q: 3 clusters Score -3.432562e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307493 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -34329012.000000 Penalty: 6292.401367
	Iteration 13Q: 3 clusters Score -3.432901e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311019 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -34331180.000000 Penalty: 6292.401367
	Iteration 14Q: 3 clusters Score -3.433118e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313696 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -34332956.000000 Penalty: 6292.401367
	Iteration 15Q: 3 clusters Score -3.433296e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315666 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -34334352.000000 Penalty: 6292.401367
	Iteration 16Q: 3 clusters Score -3.433435e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317168 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -34335444.000000 Penalty: 6292.401367
	Iteration 17Q: 3 clusters Score -3.433544e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318275 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -34336184.000000 Penalty: 6292.401367
	Iteration 18Q: 3 clusters Score -3.433618e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319069 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -34336660.000000 Penalty: 6292.401367
	Iteration 19Q: 3 clusters Score -3.433666e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319608 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -34336924.000000 Penalty: 6292.401367
	Iteration 20F: 3 clusters Score -3.433692e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320013 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -34337276.000000 Penalty: 6292.401367
	Iteration 21Q: 3 clusters Score -3.433728e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320308 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -34337388.000000 Penalty: 6292.401367
	Iteration 22Q: 3 clusters Score -3.433739e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320520 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -34337560.000000 Penalty: 6292.401367
	Iteration 23Q: 3 clusters Score -3.433756e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320678 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -34337776.000000 Penalty: 6292.401367
	Iteration 24Q: 3 clusters Score -3.433778e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320786 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -34337816.000000 Penalty: 6292.401367
	Iteration 25Q: 3 clusters Score -3.433782e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320871 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -34337896.000000 Penalty: 6292.401367
	Iteration 26Q: 3 clusters Score -3.43379e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320965 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -34337952.000000 Penalty: 6292.401367
	Iteration 27Q: 3 clusters Score -3.433795e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321023 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -34338012.000000 Penalty: 6292.401367
	Iteration 28Q: 3 clusters Score -3.433801e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321053 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -34338084.000000 Penalty: 6292.401367
	Iteration 29Q: 3 clusters Score -3.433808e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321083 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -34338080.000000 Penalty: 6292.401367
	Iteration 30Q: 3 clusters Score -3.433808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321099 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -34338076.000000 Penalty: 6292.401367
	Iteration 31Q: 3 clusters Score -3.433808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321119 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -34338104.000000 Penalty: 6292.401367
	Iteration 32Q: 3 clusters Score -3.43381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321147 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -34338152.000000 Penalty: 6292.401367
	Iteration 33Q: 3 clusters Score -3.433815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321168 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -34338148.000000 Penalty: 6292.401367
	Iteration 34Q: 3 clusters Score -3.433815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321185 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -34338196.000000 Penalty: 6292.401367
	Iteration 35Q: 3 clusters Score -3.43382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321197 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -34338228.000000 Penalty: 6292.401367
	Iteration 36Q: 3 clusters Score -3.433823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321204 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -34338232.000000 Penalty: 6292.401367
	Iteration 37Q: 3 clusters Score -3.433823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321209 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -34338208.000000 Penalty: 6292.401367
	Iteration 38Q: 3 clusters Score -3.433821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321215 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -34338184.000000 Penalty: 6292.401367
	Iteration 39Q: 3 clusters Score -3.433818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321226 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -34338212.000000 Penalty: 6292.401367
	Iteration 40F: 3 clusters Score -3.433821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321231 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -34338232.000000 Penalty: 6292.401367
	Iteration 41Q: 3 clusters Score -3.433823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321228 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -34338240.000000 Penalty: 6292.401367
	Iteration 42Q: 3 clusters Score -3.433824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321223 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -34338220.000000 Penalty: 6292.401367
	Iteration 43Q: 3 clusters Score -3.433822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321222 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -34338256.000000 Penalty: 6292.401367
	Iteration 44Q: 3 clusters Score -3.433826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321228 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -34338236.000000 Penalty: 6292.401367
	Iteration 45Q: 3 clusters Score -3.433824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321239 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -34338244.000000 Penalty: 6292.401367
	Iteration 46Q: 3 clusters Score -3.433824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321240 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -34338228.000000 Penalty: 6292.401367
	Iteration 47Q: 3 clusters Score -3.433823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321240 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -34338188.000000 Penalty: 6292.401367
	Iteration 48Q: 3 clusters Score -3.433819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321234 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -34338212.000000 Penalty: 6292.401367
	Iteration 49Q: 3 clusters Score -3.433821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321237 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -34338208.000000 Penalty: 6292.401367
	Iteration 50Q: 3 clusters Score -3.433821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321240 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -34338216.000000 Penalty: 6292.401367
	Iteration 51Q: 3 clusters Score -3.433822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321244 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -34338232.000000 Penalty: 6292.401367
	Iteration 52Q: 3 clusters Score -3.433823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321243 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -34338256.000000 Penalty: 6292.401367
	Iteration 53Q: 3 clusters Score -3.433826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321244 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -34338268.000000 Penalty: 6292.401367
	Iteration 54Q: 3 clusters Score -3.433827e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321250 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -34338276.000000 Penalty: 6292.401367
	Iteration 55Q: 3 clusters Score -3.433828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321245 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -34338276.000000 Penalty: 6292.401367
	Iteration 56Q: 3 clusters Score -3.433828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321233 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -34338300.000000 Penalty: 6292.401367
	Iteration 57Q: 3 clusters Score -3.43383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321237 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -34338296.000000 Penalty: 6292.401367
	Iteration 58Q: 3 clusters Score -3.43383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321227 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -34338316.000000 Penalty: 6292.401367
	Iteration 59Q: 3 clusters Score -3.433832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321212 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -34338308.000000 Penalty: 6292.401367
	Iteration 60F: 3 clusters Score -3.433831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321199 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -34338304.000000 Penalty: 6292.401367
	Iteration 61Q: 3 clusters Score -3.43383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321191 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -34338336.000000 Penalty: 6292.401367
	Iteration 62Q: 3 clusters Score -3.433834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321189 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -34338340.000000 Penalty: 6292.401367
	Iteration 63Q: 3 clusters Score -3.433834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321187 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -34338344.000000 Penalty: 6292.401367
	Iteration 64Q: 3 clusters Score -3.433834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321183 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -34338324.000000 Penalty: 6292.401367
	Iteration 65Q: 3 clusters Score -3.433832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321181 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -34338364.000000 Penalty: 6292.401367
	Iteration 66Q: 3 clusters Score -3.433836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321179 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -34338380.000000 Penalty: 6292.401367
	Iteration 67Q: 3 clusters Score -3.433838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321178 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -34338384.000000 Penalty: 6292.401367
	Iteration 68Q: 3 clusters Score -3.433838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321175 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -34338360.000000 Penalty: 6292.401367
	Iteration 69Q: 3 clusters Score -3.433836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321170 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -34338372.000000 Penalty: 6292.401367
	Iteration 70Q: 3 clusters Score -3.433837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321168 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -34338372.000000 Penalty: 6292.401367
	Iteration 71Q: 3 clusters Score -3.433837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321161 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -34338364.000000 Penalty: 6292.401367
	Iteration 72Q: 3 clusters Score -3.433836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321153 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -34338376.000000 Penalty: 6292.401367
	Iteration 73Q: 3 clusters Score -3.433838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321152 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -34338368.000000 Penalty: 6292.401367
	Iteration 74Q: 3 clusters Score -3.433837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321150 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -34338364.000000 Penalty: 6292.401367
	Iteration 75Q: 3 clusters Score -3.433836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321147 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -34338380.000000 Penalty: 6292.401367
	Iteration 76Q: 3 clusters Score -3.433838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321144 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -34338384.000000 Penalty: 6292.401367
	Iteration 77Q: 3 clusters Score -3.433838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321144 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -34338380.000000 Penalty: 6292.401367
	Iteration 78Q: 3 clusters Score -3.433838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321142 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -34338388.000000 Penalty: 6292.401367
	Iteration 79Q: 3 clusters Score -3.433839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321141 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -34338396.000000 Penalty: 6292.401367
	Iteration 80F: 3 clusters Score -3.43384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321140 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -34338396.000000 Penalty: 6292.401367
	Iteration 81Q: 3 clusters Score -3.43384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321138 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -34338400.000000 Penalty: 6292.401367
	Iteration 82Q: 3 clusters Score -3.43384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321137 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -34338400.000000 Penalty: 6292.401367
	Iteration 83Q: 3 clusters Score -3.43384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321137 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -34338400.000000 Penalty: 6292.401367
	Iteration 84F: 3 clusters Score -3.43384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45277.265625 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45277.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43761.257812 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43761.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43919.800781 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43919.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43975.042969 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -43975.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44011.066406 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44011.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44047.570312 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44047.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44057.171875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44057.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44070.031250 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44070.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44085.593750 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44085.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44089.226562 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -44089.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44089.226562 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -44089.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -107867.250000 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -107867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -105853.171875 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -105853.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106177.234375 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -106177.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -106265.156250 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -106265.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106305.648438 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -106305.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106338.265625 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -106338.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106370.156250 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -106370.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -106397.093750 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -106397.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106413.000000 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -106413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106425.046875 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -106425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106434.835938 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -106434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106445.078125 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -106445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106452.101562 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -106452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106452.632812 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -106452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106454.406250 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -106454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106454.406250 Penalty: 3482.014648
	Iteration 14F: 3 clusters Score -106454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78191.164062 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78191.16 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78481.812500 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78481.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78686.664062 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78686.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78775.390625 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -78775.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78862.289062 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -78862.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78930.203125 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -78930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78981.039062 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -78981.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79045.218750 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79045.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79159.632812 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79159.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79253.234375 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79253.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79382.554688 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -79382.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79501.164062 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -79501.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79696.429688 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -79696.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79909.117188 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -79909.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80314.226562 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80314.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80567.968750 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80567.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80746.671875 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80746.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80820.281250 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80820.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80851.687500 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80851.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80887.609375 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80887.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80953.296875 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81038.507812 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -81038.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 23F: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 192260 members 
Mstep: Class 3 contains 268777 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64012 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12537 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413373 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46184 members 
Mstep: Class 21 contains 323286 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 517 members 
Entering Unmasked Estep 
Score: -158371040.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158372016.000000 to -158371040.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 192260 members 
Mstep: Class 3 contains 268777 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64012 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12537 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413373 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46184 members 
Mstep: Class 21 contains 323286 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 84740.203125
Iteration 199Q: 25 clusters Score -1.583719e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 192317 members 
Mstep: Class 3 contains 268743 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64033 members 
Mstep: Class 13 contains 18126 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12543 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413369 members 
Mstep: Class 18 contains 3129 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46184 members 
Mstep: Class 21 contains 323253 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 200F: 25 clusters Score -1.583719e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 192388 members 
Mstep: Class 3 contains 268712 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 7015 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 29642 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64059 members 
Mstep: Class 13 contains 18099 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12552 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413341 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 323238 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 84740.203125
Iteration 201Q: 25 clusters Score -1.583719e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 192459 members 
Mstep: Class 3 contains 268675 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 29642 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35358 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64085 members 
Mstep: Class 13 contains 18076 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12565 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413322 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46178 members 
Mstep: Class 21 contains 323197 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 202Q: 25 clusters Score -1.583719e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 192539 members 
Mstep: Class 3 contains 268631 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 6997 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64111 members 
Mstep: Class 13 contains 18061 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12571 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413293 members 
Mstep: Class 18 contains 3138 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 323168 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371984.000000 Penalty: 84740.203125
Iteration 203Q: 25 clusters Score -1.58372e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 192604 members 
Mstep: Class 3 contains 268567 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 29644 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64140 members 
Mstep: Class 13 contains 18041 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12579 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413269 members 
Mstep: Class 18 contains 3139 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 323163 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 84740.203125
Iteration 204Q: 25 clusters Score -1.583718e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 192665 members 
Mstep: Class 3 contains 268510 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35356 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64159 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12586 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413257 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 323169 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371984.000000 Penalty: 84740.203125
Iteration 205Q: 25 clusters Score -1.58372e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 192716 members 
Mstep: Class 3 contains 268464 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6965 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28840 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64178 members 
Mstep: Class 13 contains 18011 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12596 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413253 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 323156 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 84740.203125
Iteration 206Q: 25 clusters Score -1.583721e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 192770 members 
Mstep: Class 3 contains 268414 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6949 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28845 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35357 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64211 members 
Mstep: Class 13 contains 17982 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12602 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413241 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46177 members 
Mstep: Class 21 contains 323153 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 84740.203125
Iteration 207Q: 25 clusters Score -1.583722e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 192828 members 
Mstep: Class 3 contains 268348 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29654 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35360 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64246 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12613 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413240 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46177 members 
Mstep: Class 21 contains 323147 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372320.000000 Penalty: 84740.203125
Iteration 208Q: 25 clusters Score -1.583723e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 192877 members 
Mstep: Class 3 contains 268299 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28849 members 
Mstep: Class 8 contains 29657 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64273 members 
Mstep: Class 13 contains 17928 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413224 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46177 members 
Mstep: Class 21 contains 323147 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372080.000000 Penalty: 84740.203125
Iteration 209Q: 25 clusters Score -1.583721e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 192915 members 
Mstep: Class 3 contains 268256 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28851 members 
Mstep: Class 8 contains 29660 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35363 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64304 members 
Mstep: Class 13 contains 17907 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413216 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 323152 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 210Q: 25 clusters Score -1.583719e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 192955 members 
Mstep: Class 3 contains 268215 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6877 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28851 members 
Mstep: Class 8 contains 29661 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35361 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64343 members 
Mstep: Class 13 contains 17884 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12626 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413216 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 323149 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 84740.203125
Iteration 211Q: 25 clusters Score -1.583717e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 193005 members 
Mstep: Class 3 contains 268177 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28852 members 
Mstep: Class 8 contains 29663 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35365 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64366 members 
Mstep: Class 13 contains 17862 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12631 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413211 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 323133 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371696.000000 Penalty: 84740.203125
Iteration 212Q: 25 clusters Score -1.583717e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 193068 members 
Mstep: Class 3 contains 268128 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29662 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35369 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64389 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12635 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413184 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 323137 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371696.000000 Penalty: 84740.203125
Iteration 213Q: 25 clusters Score -1.583717e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 193130 members 
Mstep: Class 3 contains 268066 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29662 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64418 members 
Mstep: Class 13 contains 17792 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413189 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 323126 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371728.000000 Penalty: 84740.203125
Iteration 214Q: 25 clusters Score -1.583717e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 193175 members 
Mstep: Class 3 contains 268027 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29663 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64444 members 
Mstep: Class 13 contains 17747 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413190 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 323116 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 84740.203125
Iteration 215Q: 25 clusters Score -1.583718e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 193226 members 
Mstep: Class 3 contains 267990 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28852 members 
Mstep: Class 8 contains 29667 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35373 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 17704 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413193 members 
Mstep: Class 18 contains 3238 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 323088 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 84740.203125
Iteration 216Q: 25 clusters Score -1.583719e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 193288 members 
Mstep: Class 3 contains 267948 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28851 members 
Mstep: Class 8 contains 29671 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64505 members 
Mstep: Class 13 contains 17663 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413185 members 
Mstep: Class 18 contains 3250 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 323062 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372000.000000 Penalty: 84740.203125
Iteration 217Q: 25 clusters Score -1.58372e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 193332 members 
Mstep: Class 3 contains 267916 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29675 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35371 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64547 members 
Mstep: Class 13 contains 17617 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12694 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413164 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46167 members 
Mstep: Class 21 contains 323051 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372000.000000 Penalty: 84740.203125
Iteration 218Q: 25 clusters Score -1.58372e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 193383 members 
Mstep: Class 3 contains 267893 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29678 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64598 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413133 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 323042 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372064.000000 Penalty: 84740.203125
Iteration 219Q: 25 clusters Score -1.583721e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 193428 members 
Mstep: Class 3 contains 267873 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29678 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35369 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64655 members 
Mstep: Class 13 contains 17521 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413107 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 323035 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372048.000000 Penalty: 84740.203125
Iteration 220F: 25 clusters Score -1.58372e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 193474 members 
Mstep: Class 3 contains 267857 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29678 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64712 members 
Mstep: Class 13 contains 17473 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413083 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 323023 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371984.000000 Penalty: 84740.203125
Iteration 221Q: 25 clusters Score -1.58372e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 193508 members 
Mstep: Class 3 contains 267831 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35369 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64776 members 
Mstep: Class 13 contains 17416 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413070 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 323020 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 84740.203125
Iteration 222Q: 25 clusters Score -1.583721e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 193554 members 
Mstep: Class 3 contains 267802 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29677 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35371 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64838 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413051 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46158 members 
Mstep: Class 21 contains 323016 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371952.000000 Penalty: 84740.203125
Iteration 223Q: 25 clusters Score -1.58372e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 193596 members 
Mstep: Class 3 contains 267763 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35372 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64899 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12702 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413039 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 323020 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372000.000000 Penalty: 84740.203125
Iteration 224Q: 25 clusters Score -1.58372e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 193648 members 
Mstep: Class 3 contains 267717 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6763 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29682 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35371 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 64965 members 
Mstep: Class 13 contains 17238 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12702 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413039 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46145 members 
Mstep: Class 21 contains 323014 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371952.000000 Penalty: 84740.203125
Iteration 225Q: 25 clusters Score -1.58372e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 193702 members 
Mstep: Class 3 contains 267668 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29682 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35375 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65018 members 
Mstep: Class 13 contains 17190 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413029 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46143 members 
Mstep: Class 21 contains 323010 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371856.000000 Penalty: 84740.203125
Iteration 226Q: 25 clusters Score -1.583719e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 193747 members 
Mstep: Class 3 contains 267627 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35374 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65073 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413019 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46145 members 
Mstep: Class 21 contains 323006 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371840.000000 Penalty: 84740.203125
Iteration 227Q: 25 clusters Score -1.583718e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 193793 members 
Mstep: Class 3 contains 267596 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35374 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65125 members 
Mstep: Class 13 contains 17096 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413007 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 322989 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371904.000000 Penalty: 84740.203125
Iteration 228Q: 25 clusters Score -1.583719e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 193832 members 
Mstep: Class 3 contains 267573 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35372 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65174 members 
Mstep: Class 13 contains 17055 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 12706 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412999 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46147 members 
Mstep: Class 21 contains 322972 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371856.000000 Penalty: 84740.203125
Iteration 229Q: 25 clusters Score -1.583719e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 193865 members 
Mstep: Class 3 contains 267560 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 6752 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35372 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65217 members 
Mstep: Class 13 contains 17021 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12711 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412976 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322957 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 84740.203125
Iteration 230Q: 25 clusters Score -1.583717e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 193894 members 
Mstep: Class 3 contains 267548 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35374 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65257 members 
Mstep: Class 13 contains 16979 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412967 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46149 members 
Mstep: Class 21 contains 322940 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 84740.203125
Iteration 231Q: 25 clusters Score -1.583718e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 193929 members 
Mstep: Class 3 contains 267533 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35376 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65293 members 
Mstep: Class 13 contains 16946 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12722 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412953 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322922 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 84740.203125
Iteration 232Q: 25 clusters Score -1.583718e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 193958 members 
Mstep: Class 3 contains 267523 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29682 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35375 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65335 members 
Mstep: Class 13 contains 16906 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412945 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322909 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 84740.203125
Iteration 233Q: 25 clusters Score -1.583719e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 193993 members 
Mstep: Class 3 contains 267495 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29679 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35374 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 16871 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412931 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322906 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371728.000000 Penalty: 84740.203125
Iteration 234Q: 25 clusters Score -1.583717e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 194032 members 
Mstep: Class 3 contains 267471 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29677 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35377 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65406 members 
Mstep: Class 13 contains 16836 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412926 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 322889 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 84740.203125
Iteration 235Q: 25 clusters Score -1.583718e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 194064 members 
Mstep: Class 3 contains 267448 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35379 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65456 members 
Mstep: Class 13 contains 16792 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12739 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412921 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 322877 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 84740.203125
Iteration 236Q: 25 clusters Score -1.583718e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 194085 members 
Mstep: Class 3 contains 267433 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35381 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65507 members 
Mstep: Class 13 contains 16746 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12747 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412915 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 322867 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 84740.203125
Iteration 237Q: 25 clusters Score -1.583718e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 194108 members 
Mstep: Class 3 contains 267416 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6703 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29675 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35382 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65551 members 
Mstep: Class 13 contains 16715 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412899 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 322850 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 84740.203125
Iteration 238Q: 25 clusters Score -1.583718e+08 nChanged 170
Entering ConstructFrom: 
Score: -158371824.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (61448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Entering Unmasked Estep 
Score: -6623831.000000 Penalty: 2734.434814
	Iteration 0F: 2 clusters Score -6623831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -6582625.500000 Penalty: 5468.869629
	Iteration 0F: 3 clusters Score -6582626 nChanged 28608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -6598619.500000 Penalty: 5468.869629
	Iteration 1F: 3 clusters Score -6598620 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -6599183.500000 Penalty: 5468.869629
	Iteration 2Q: 3 clusters Score -6599184 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -6599756.000000 Penalty: 5468.869629
	Iteration 3Q: 3 clusters Score -6599756 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6600523.000000 Penalty: 5468.869629
	Iteration 4Q: 3 clusters Score -6600523 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -6601578.000000 Penalty: 5468.869629
	Iteration 5Q: 3 clusters Score -6601578 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -6603369.000000 Penalty: 5468.869629
	Iteration 6F: 3 clusters Score -6603369 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6606391.500000 Penalty: 5468.869629
	Iteration 7F: 3 clusters Score -6606392 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -6610733.000000 Penalty: 5468.869629
	Iteration 8F: 3 clusters Score -6610733 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -6615330.000000 Penalty: 5468.869629
	Iteration 9F: 3 clusters Score -6615330 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -6618744.000000 Penalty: 5468.869629
	Iteration 10F: 3 clusters Score -6618744 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6620462.500000 Penalty: 5468.869629
	Iteration 11Q: 3 clusters Score -6620462 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6621354.500000 Penalty: 5468.869629
	Iteration 12Q: 3 clusters Score -6621354 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6621806.500000 Penalty: 5468.869629
	Iteration 13Q: 3 clusters Score -6621806 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6622043.000000 Penalty: 5468.869629
	Iteration 14Q: 3 clusters Score -6622043 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6622170.000000 Penalty: 5468.869629
	Iteration 15Q: 3 clusters Score -6622170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6622230.000000 Penalty: 5468.869629
	Iteration 16Q: 3 clusters Score -6622230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6622278.000000 Penalty: 5468.869629
	Iteration 17Q: 3 clusters Score -6622278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6622317.000000 Penalty: 5468.869629
	Iteration 18Q: 3 clusters Score -6622317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6622344.000000 Penalty: 5468.869629
	Iteration 19Q: 3 clusters Score -6622344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6622374.000000 Penalty: 5468.869629
	Iteration 20F: 3 clusters Score -6622374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6622389.500000 Penalty: 5468.869629
	Iteration 21Q: 3 clusters Score -6622390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6622399.500000 Penalty: 5468.869629
	Iteration 22Q: 3 clusters Score -6622400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6622401.500000 Penalty: 5468.869629
	Iteration 23Q: 3 clusters Score -6622402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6622425.000000 Penalty: 5468.869629
	Iteration 24Q: 3 clusters Score -6622425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6622441.000000 Penalty: 5468.869629
	Iteration 25Q: 3 clusters Score -6622441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6622440.500000 Penalty: 5468.869629
	Iteration 26Q: 3 clusters Score -6622440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6622450.000000 Penalty: 5468.869629
	Iteration 27Q: 3 clusters Score -6622450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6622455.500000 Penalty: 5468.869629
	Iteration 28Q: 3 clusters Score -6622456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6622462.000000 Penalty: 5468.869629
	Iteration 29Q: 3 clusters Score -6622462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6622464.500000 Penalty: 5468.869629
	Iteration 30Q: 3 clusters Score -6622464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6622463.000000 Penalty: 5468.869629
	Iteration 31Q: 3 clusters Score -6622463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6622473.500000 Penalty: 5468.869629
	Iteration 32Q: 3 clusters Score -6622474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6622493.000000 Penalty: 5468.869629
	Iteration 33Q: 3 clusters Score -6622493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6622499.000000 Penalty: 5468.869629
	Iteration 34Q: 3 clusters Score -6622499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6622496.000000 Penalty: 5468.869629
	Iteration 35Q: 3 clusters Score -6622496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6622495.500000 Penalty: 5468.869629
	Iteration 36Q: 3 clusters Score -6622496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6622493.500000 Penalty: 5468.869629
	Iteration 37Q: 3 clusters Score -6622494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6622506.000000 Penalty: 5468.869629
	Iteration 38Q: 3 clusters Score -6622506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6622498.000000 Penalty: 5468.869629
	Iteration 39Q: 3 clusters Score -6622498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6622500.000000 Penalty: 5468.869629
	Iteration 40F: 3 clusters Score -6622500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6622497.500000 Penalty: 5468.869629
	Iteration 41Q: 3 clusters Score -6622498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6622504.000000 Penalty: 5468.869629
	Iteration 42Q: 3 clusters Score -6622504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6622492.500000 Penalty: 5468.869629
	Iteration 43Q: 3 clusters Score -6622492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6622493.000000 Penalty: 5468.869629
	Iteration 44Q: 3 clusters Score -6622493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6622490.000000 Penalty: 5468.869629
	Iteration 45Q: 3 clusters Score -6622490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6622490.000000 Penalty: 5468.869629
	Iteration 46F: 3 clusters Score -6622490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (194126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194126 members 
Entering Unmasked Estep 
Score: -20700686.000000 Penalty: 3019.713135
	Iteration 0F: 2 clusters Score -2.070069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -20571294.000000 Penalty: 6039.426270
	Iteration 0F: 3 clusters Score -2.057129e+07 nChanged 93367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -20626514.000000 Penalty: 6039.426270
	Iteration 1F: 3 clusters Score -2.062651e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -20628002.000000 Penalty: 6039.426270
	Iteration 2Q: 3 clusters Score -2.0628e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -20630130.000000 Penalty: 6039.426270
	Iteration 3Q: 3 clusters Score -2.063013e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -20633514.000000 Penalty: 6039.426270
	Iteration 4Q: 3 clusters Score -2.063351e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -20639648.000000 Penalty: 6039.426270
	Iteration 5F: 3 clusters Score -2.063965e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -20650078.000000 Penalty: 6039.426270
	Iteration 6F: 3 clusters Score -2.065008e+07 nChanged 16674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -20665194.000000 Penalty: 6039.426270
	Iteration 7F: 3 clusters Score -2.066519e+07 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167696 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -20680878.000000 Penalty: 6039.426270
	Iteration 8F: 3 clusters Score -2.068088e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -20691542.000000 Penalty: 6039.426270
	Iteration 9F: 3 clusters Score -2.069154e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -20696474.000000 Penalty: 6039.426270
	Iteration 10Q: 3 clusters Score -2.069647e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182877 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -20698438.000000 Penalty: 6039.426270
	Iteration 11Q: 3 clusters Score -2.069844e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184000 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -20699304.000000 Penalty: 6039.426270
	Iteration 12Q: 3 clusters Score -2.06993e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184823 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -20699736.000000 Penalty: 6039.426270
	Iteration 13Q: 3 clusters Score -2.069974e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185485 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -20700080.000000 Penalty: 6039.426270
	Iteration 14Q: 3 clusters Score -2.070008e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186027 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -20700350.000000 Penalty: 6039.426270
	Iteration 15Q: 3 clusters Score -2.070035e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -20700444.000000 Penalty: 6039.426270
	Iteration 16Q: 3 clusters Score -2.070044e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186842 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -20700660.000000 Penalty: 6039.426270
	Iteration 17Q: 3 clusters Score -2.070066e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -20700694.000000 Penalty: 6039.426270
	Iteration 18Q: 3 clusters Score -2.070069e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187439 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -20700730.000000 Penalty: 6039.426270
	Iteration 19Q: 3 clusters Score -2.070073e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -20700824.000000 Penalty: 6039.426270
	Iteration 20F: 3 clusters Score -2.070082e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187866 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -20700862.000000 Penalty: 6039.426270
	Iteration 21Q: 3 clusters Score -2.070086e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188034 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -20700968.000000 Penalty: 6039.426270
	Iteration 22Q: 3 clusters Score -2.070097e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188169 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -20701000.000000 Penalty: 6039.426270
	Iteration 23Q: 3 clusters Score -2.0701e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -20700990.000000 Penalty: 6039.426270
	Iteration 24Q: 3 clusters Score -2.070099e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188386 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -20701026.000000 Penalty: 6039.426270
	Iteration 25Q: 3 clusters Score -2.070103e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188463 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -20701058.000000 Penalty: 6039.426270
	Iteration 26Q: 3 clusters Score -2.070106e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -20701036.000000 Penalty: 6039.426270
	Iteration 27Q: 3 clusters Score -2.070104e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188566 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -20701050.000000 Penalty: 6039.426270
	Iteration 28Q: 3 clusters Score -2.070105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188617 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -20701074.000000 Penalty: 6039.426270
	Iteration 29Q: 3 clusters Score -2.070107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188667 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -20701070.000000 Penalty: 6039.426270
	Iteration 30Q: 3 clusters Score -2.070107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -20701098.000000 Penalty: 6039.426270
	Iteration 31Q: 3 clusters Score -2.07011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188718 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -20701088.000000 Penalty: 6039.426270
	Iteration 32Q: 3 clusters Score -2.070109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188742 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -20701084.000000 Penalty: 6039.426270
	Iteration 33Q: 3 clusters Score -2.070108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -20701082.000000 Penalty: 6039.426270
	Iteration 34Q: 3 clusters Score -2.070108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188788 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -20701094.000000 Penalty: 6039.426270
	Iteration 35Q: 3 clusters Score -2.070109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188805 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -20701082.000000 Penalty: 6039.426270
	Iteration 36Q: 3 clusters Score -2.070108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188826 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -20701108.000000 Penalty: 6039.426270
	Iteration 37Q: 3 clusters Score -2.070111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188839 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -20701092.000000 Penalty: 6039.426270
	Iteration 38Q: 3 clusters Score -2.070109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188855 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -20701100.000000 Penalty: 6039.426270
	Iteration 39Q: 3 clusters Score -2.07011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188865 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -20701108.000000 Penalty: 6039.426270
	Iteration 40F: 3 clusters Score -2.070111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188874 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -20701106.000000 Penalty: 6039.426270
	Iteration 41Q: 3 clusters Score -2.070111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188882 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -20701110.000000 Penalty: 6039.426270
	Iteration 42Q: 3 clusters Score -2.070111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188890 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -20701116.000000 Penalty: 6039.426270
	Iteration 43Q: 3 clusters Score -2.070112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188895 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -20701110.000000 Penalty: 6039.426270
	Iteration 44Q: 3 clusters Score -2.070111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188899 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -20701106.000000 Penalty: 6039.426270
	Iteration 45Q: 3 clusters Score -2.070111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188899 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -20701108.000000 Penalty: 6039.426270
	Iteration 46Q: 3 clusters Score -2.070111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188899 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -20701118.000000 Penalty: 6039.426270
	Iteration 47Q: 3 clusters Score -2.070112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188900 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -20701124.000000 Penalty: 6039.426270
	Iteration 48Q: 3 clusters Score -2.070112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188902 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -20701120.000000 Penalty: 6039.426270
	Iteration 49Q: 3 clusters Score -2.070112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188903 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -20701120.000000 Penalty: 6039.426270
	Iteration 50Q: 3 clusters Score -2.070112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188904 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -20701128.000000 Penalty: 6039.426270
	Iteration 51Q: 3 clusters Score -2.070113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -20701126.000000 Penalty: 6039.426270
	Iteration 52Q: 3 clusters Score -2.070113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -20701126.000000 Penalty: 6039.426270
	Iteration 53F: 3 clusters Score -2.070113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 188906 members 
Mstep: Class 3 contains 267405 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29675 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65587 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412873 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322845 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 5220 members 
Entering Unmasked Estep 
Score: -158370848.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158371824.000000 to -158370848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (267405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267405 members 
Entering Unmasked Estep 
Score: -28400176.000000 Penalty: 3099.136963
	Iteration 0F: 2 clusters Score -2.840018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 133978 members 
Entering Unmasked Estep 
Score: -28225162.000000 Penalty: 6198.273926
	Iteration 0F: 3 clusters Score -2.822516e+07 nChanged 129253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -28301952.000000 Penalty: 6198.273926
	Iteration 1F: 3 clusters Score -2.830195e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -28303304.000000 Penalty: 6198.273926
	Iteration 2Q: 3 clusters Score -2.83033e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -28305608.000000 Penalty: 6198.273926
	Iteration 3Q: 3 clusters Score -2.830561e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -28309346.000000 Penalty: 6198.273926
	Iteration 4Q: 3 clusters Score -2.830935e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95025 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -28316720.000000 Penalty: 6198.273926
	Iteration 5F: 3 clusters Score -2.831672e+07 nChanged 20047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 192043 members 
Entering Unmasked Estep 
Score: -28330632.000000 Penalty: 6198.273926
	Iteration 6F: 3 clusters Score -2.833063e+07 nChanged 24350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 216179 members 
Entering Unmasked Estep 
Score: -28350396.000000 Penalty: 6198.273926
	Iteration 7F: 3 clusters Score -2.83504e+07 nChanged 22820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 238863 members 
Entering Unmasked Estep 
Score: -28370974.000000 Penalty: 6198.273926
	Iteration 8F: 3 clusters Score -2.837097e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 254165 members 
Entering Unmasked Estep 
Score: -28385854.000000 Penalty: 6198.273926
	Iteration 9F: 3 clusters Score -2.838585e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 261511 members 
Entering Unmasked Estep 
Score: -28393078.000000 Penalty: 6198.273926
	Iteration 10Q: 3 clusters Score -2.839308e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 264416 members 
Entering Unmasked Estep 
Score: -28395986.000000 Penalty: 6198.273926
	Iteration 11Q: 3 clusters Score -2.839599e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 265403 members 
Entering Unmasked Estep 
Score: -28397064.000000 Penalty: 6198.273926
	Iteration 12Q: 3 clusters Score -2.839706e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 265774 members 
Entering Unmasked Estep 
Score: -28397570.000000 Penalty: 6198.273926
	Iteration 13Q: 3 clusters Score -2.839757e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 265900 members 
Entering Unmasked Estep 
Score: -28397862.000000 Penalty: 6198.273926
	Iteration 14Q: 3 clusters Score -2.839786e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 265921 members 
Entering Unmasked Estep 
Score: -28398006.000000 Penalty: 6198.273926
	Iteration 15Q: 3 clusters Score -2.839801e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 265905 members 
Entering Unmasked Estep 
Score: -28398078.000000 Penalty: 6198.273926
	Iteration 16Q: 3 clusters Score -2.839808e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 265877 members 
Entering Unmasked Estep 
Score: -28398218.000000 Penalty: 6198.273926
	Iteration 17Q: 3 clusters Score -2.839822e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 265843 members 
Entering Unmasked Estep 
Score: -28398264.000000 Penalty: 6198.273926
	Iteration 18Q: 3 clusters Score -2.839826e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 265793 members 
Entering Unmasked Estep 
Score: -28398308.000000 Penalty: 6198.273926
	Iteration 19Q: 3 clusters Score -2.839831e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 265730 members 
Entering Unmasked Estep 
Score: -28398382.000000 Penalty: 6198.273926
	Iteration 20F: 3 clusters Score -2.839838e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 265659 members 
Entering Unmasked Estep 
Score: -28398528.000000 Penalty: 6198.273926
	Iteration 21Q: 3 clusters Score -2.839853e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 265606 members 
Entering Unmasked Estep 
Score: -28398540.000000 Penalty: 6198.273926
	Iteration 22Q: 3 clusters Score -2.839854e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 265558 members 
Entering Unmasked Estep 
Score: -28398588.000000 Penalty: 6198.273926
	Iteration 23Q: 3 clusters Score -2.839859e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 265510 members 
Entering Unmasked Estep 
Score: -28398668.000000 Penalty: 6198.273926
	Iteration 24Q: 3 clusters Score -2.839867e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 265461 members 
Entering Unmasked Estep 
Score: -28398724.000000 Penalty: 6198.273926
	Iteration 25Q: 3 clusters Score -2.839872e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 265399 members 
Entering Unmasked Estep 
Score: -28398778.000000 Penalty: 6198.273926
	Iteration 26Q: 3 clusters Score -2.839878e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 265311 members 
Entering Unmasked Estep 
Score: -28398890.000000 Penalty: 6198.273926
	Iteration 27Q: 3 clusters Score -2.839889e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 265211 members 
Entering Unmasked Estep 
Score: -28399036.000000 Penalty: 6198.273926
	Iteration 28Q: 3 clusters Score -2.839904e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 265110 members 
Entering Unmasked Estep 
Score: -28399070.000000 Penalty: 6198.273926
	Iteration 29Q: 3 clusters Score -2.839907e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 265014 members 
Entering Unmasked Estep 
Score: -28399172.000000 Penalty: 6198.273926
	Iteration 30Q: 3 clusters Score -2.839917e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 264901 members 
Entering Unmasked Estep 
Score: -28399214.000000 Penalty: 6198.273926
	Iteration 31Q: 3 clusters Score -2.839921e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 264801 members 
Entering Unmasked Estep 
Score: -28399288.000000 Penalty: 6198.273926
	Iteration 32Q: 3 clusters Score -2.839929e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 264720 members 
Entering Unmasked Estep 
Score: -28399390.000000 Penalty: 6198.273926
	Iteration 33Q: 3 clusters Score -2.839939e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 264648 members 
Entering Unmasked Estep 
Score: -28399400.000000 Penalty: 6198.273926
	Iteration 34Q: 3 clusters Score -2.83994e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 264582 members 
Entering Unmasked Estep 
Score: -28399444.000000 Penalty: 6198.273926
	Iteration 35Q: 3 clusters Score -2.839944e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 264550 members 
Entering Unmasked Estep 
Score: -28399452.000000 Penalty: 6198.273926
	Iteration 36Q: 3 clusters Score -2.839945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 264527 members 
Entering Unmasked Estep 
Score: -28399464.000000 Penalty: 6198.273926
	Iteration 37Q: 3 clusters Score -2.839946e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 264507 members 
Entering Unmasked Estep 
Score: -28399470.000000 Penalty: 6198.273926
	Iteration 38Q: 3 clusters Score -2.839947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 264492 members 
Entering Unmasked Estep 
Score: -28399530.000000 Penalty: 6198.273926
	Iteration 39Q: 3 clusters Score -2.839953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 264477 members 
Entering Unmasked Estep 
Score: -28399624.000000 Penalty: 6198.273926
	Iteration 40F: 3 clusters Score -2.839962e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 264394 members 
Entering Unmasked Estep 
Score: -28399678.000000 Penalty: 6198.273926
	Iteration 41Q: 3 clusters Score -2.839968e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 264335 members 
Entering Unmasked Estep 
Score: -28399708.000000 Penalty: 6198.273926
	Iteration 42Q: 3 clusters Score -2.839971e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 264294 members 
Entering Unmasked Estep 
Score: -28399748.000000 Penalty: 6198.273926
	Iteration 43Q: 3 clusters Score -2.839975e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 264254 members 
Entering Unmasked Estep 
Score: -28399752.000000 Penalty: 6198.273926
	Iteration 44Q: 3 clusters Score -2.839975e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 264216 members 
Entering Unmasked Estep 
Score: -28399794.000000 Penalty: 6198.273926
	Iteration 45Q: 3 clusters Score -2.839979e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 264159 members 
Entering Unmasked Estep 
Score: -28399802.000000 Penalty: 6198.273926
	Iteration 46Q: 3 clusters Score -2.83998e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 264106 members 
Entering Unmasked Estep 
Score: -28399854.000000 Penalty: 6198.273926
	Iteration 47Q: 3 clusters Score -2.839985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 264039 members 
Entering Unmasked Estep 
Score: -28399896.000000 Penalty: 6198.273926
	Iteration 48Q: 3 clusters Score -2.83999e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 264001 members 
Entering Unmasked Estep 
Score: -28399890.000000 Penalty: 6198.273926
	Iteration 49Q: 3 clusters Score -2.839989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 263956 members 
Entering Unmasked Estep 
Score: -28399876.000000 Penalty: 6198.273926
	Iteration 50Q: 3 clusters Score -2.839988e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 263905 members 
Entering Unmasked Estep 
Score: -28399876.000000 Penalty: 6198.273926
	Iteration 51Q: 3 clusters Score -2.839988e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 263864 members 
Entering Unmasked Estep 
Score: -28399906.000000 Penalty: 6198.273926
	Iteration 52Q: 3 clusters Score -2.839991e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 263820 members 
Entering Unmasked Estep 
Score: -28399938.000000 Penalty: 6198.273926
	Iteration 53Q: 3 clusters Score -2.839994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 263789 members 
Entering Unmasked Estep 
Score: -28399958.000000 Penalty: 6198.273926
	Iteration 54Q: 3 clusters Score -2.839996e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 263764 members 
Entering Unmasked Estep 
Score: -28399948.000000 Penalty: 6198.273926
	Iteration 55Q: 3 clusters Score -2.839995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 263746 members 
Entering Unmasked Estep 
Score: -28399958.000000 Penalty: 6198.273926
	Iteration 56Q: 3 clusters Score -2.839996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 263728 members 
Entering Unmasked Estep 
Score: -28399968.000000 Penalty: 6198.273926
	Iteration 57Q: 3 clusters Score -2.839997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 263711 members 
Entering Unmasked Estep 
Score: -28399932.000000 Penalty: 6198.273926
	Iteration 58Q: 3 clusters Score -2.839993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 263695 members 
Entering Unmasked Estep 
Score: -28399930.000000 Penalty: 6198.273926
	Iteration 59Q: 3 clusters Score -2.839993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 263682 members 
Entering Unmasked Estep 
Score: -28399954.000000 Penalty: 6198.273926
	Iteration 60F: 3 clusters Score -2.839995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 263677 members 
Entering Unmasked Estep 
Score: -28399968.000000 Penalty: 6198.273926
	Iteration 61Q: 3 clusters Score -2.839997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 263666 members 
Entering Unmasked Estep 
Score: -28399974.000000 Penalty: 6198.273926
	Iteration 62Q: 3 clusters Score -2.839997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 263657 members 
Entering Unmasked Estep 
Score: -28400002.000000 Penalty: 6198.273926
	Iteration 63Q: 3 clusters Score -2.84e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 263648 members 
Entering Unmasked Estep 
Score: -28399996.000000 Penalty: 6198.273926
	Iteration 64Q: 3 clusters Score -2.84e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 263645 members 
Entering Unmasked Estep 
Score: -28399972.000000 Penalty: 6198.273926
	Iteration 65Q: 3 clusters Score -2.839997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 263639 members 
Entering Unmasked Estep 
Score: -28399986.000000 Penalty: 6198.273926
	Iteration 66Q: 3 clusters Score -2.839999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 263631 members 
Entering Unmasked Estep 
Score: -28399984.000000 Penalty: 6198.273926
	Iteration 67Q: 3 clusters Score -2.839998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 263623 members 
Entering Unmasked Estep 
Score: -28399984.000000 Penalty: 6198.273926
	Iteration 68Q: 3 clusters Score -2.839998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 263618 members 
Entering Unmasked Estep 
Score: -28399982.000000 Penalty: 6198.273926
	Iteration 69Q: 3 clusters Score -2.839998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 263615 members 
Entering Unmasked Estep 
Score: -28399976.000000 Penalty: 6198.273926
	Iteration 70Q: 3 clusters Score -2.839998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 263612 members 
Entering Unmasked Estep 
Score: -28399982.000000 Penalty: 6198.273926
	Iteration 71Q: 3 clusters Score -2.839998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 263611 members 
Entering Unmasked Estep 
Score: -28399976.000000 Penalty: 6198.273926
	Iteration 72Q: 3 clusters Score -2.839998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 263611 members 
Entering Unmasked Estep 
Score: -28399972.000000 Penalty: 6198.273926
	Iteration 73Q: 3 clusters Score -2.839997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 263611 members 
Entering Unmasked Estep 
Score: -28399966.000000 Penalty: 6198.273926
	Iteration 74Q: 3 clusters Score -2.839997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 263609 members 
Entering Unmasked Estep 
Score: -28399970.000000 Penalty: 6198.273926
	Iteration 75Q: 3 clusters Score -2.839997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 263607 members 
Entering Unmasked Estep 
Score: -28399970.000000 Penalty: 6198.273926
	Iteration 76Q: 3 clusters Score -2.839997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 263607 members 
Entering Unmasked Estep 
Score: -28399970.000000 Penalty: 6198.273926
	Iteration 77Q: 3 clusters Score -2.839997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 263605 members 
Entering Unmasked Estep 
Score: -28399978.000000 Penalty: 6198.273926
	Iteration 78Q: 3 clusters Score -2.839998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 263602 members 
Entering Unmasked Estep 
Score: -28399974.000000 Penalty: 6198.273926
	Iteration 79Q: 3 clusters Score -2.839997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 263596 members 
Entering Unmasked Estep 
Score: -28399964.000000 Penalty: 6198.273926
	Iteration 80F: 3 clusters Score -2.839996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 263595 members 
Entering Unmasked Estep 
Score: -28399972.000000 Penalty: 6198.273926
	Iteration 81Q: 3 clusters Score -2.839997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 263596 members 
Entering Unmasked Estep 
Score: -28399976.000000 Penalty: 6198.273926
	Iteration 82Q: 3 clusters Score -2.839998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 263595 members 
Entering Unmasked Estep 
Score: -28399976.000000 Penalty: 6198.273926
	Iteration 83Q: 3 clusters Score -2.839998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 263594 members 
Entering Unmasked Estep 
Score: -28399980.000000 Penalty: 6198.273926
	Iteration 84Q: 3 clusters Score -2.839998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 263593 members 
Entering Unmasked Estep 
Score: -28399992.000000 Penalty: 6198.273926
	Iteration 85Q: 3 clusters Score -2.839999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 263593 members 
Entering Unmasked Estep 
Score: -28399992.000000 Penalty: 6198.273926
	Iteration 86F: 3 clusters Score -2.839999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1008699.250000 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -1008699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1001261.937500 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -1001262 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1003398.875000 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -1003399 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1003689.375000 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -1003689 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1003869.437500 Penalty: 4555.415039
	Iteration 3Q: 3 clusters Score -1003869 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1003997.562500 Penalty: 4555.415039
	Iteration 4Q: 3 clusters Score -1003998 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1004104.875000 Penalty: 4555.415039
	Iteration 5Q: 3 clusters Score -1004105 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1004200.625000 Penalty: 4555.415039
	Iteration 6Q: 3 clusters Score -1004201 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1004305.437500 Penalty: 4555.415039
	Iteration 7Q: 3 clusters Score -1004305 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1004425.750000 Penalty: 4555.415039
	Iteration 8Q: 3 clusters Score -1004426 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1004565.250000 Penalty: 4555.415039
	Iteration 9Q: 3 clusters Score -1004565 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1004715.312500 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -1004715 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1004877.375000 Penalty: 4555.415039
	Iteration 11Q: 3 clusters Score -1004877 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1005081.875000 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -1005082 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1005330.062500 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -1005330 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1005578.625000 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -1005579 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1005803.312500 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -1005803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1006002.000000 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -1006002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1006186.250000 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -1006186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1006335.500000 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -1006336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1006428.687500 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -1006429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1006501.875000 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -1006502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1006554.375000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -1006554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1006586.562500 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -1006587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1006607.937500 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -1006608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1006628.187500 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -1006628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1006640.562500 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -1006641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1006651.000000 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -1006651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1006658.437500 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -1006658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1006665.125000 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -1006665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1006669.312500 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -1006669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1006677.500000 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -1006678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1006679.875000 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -1006680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1006686.625000 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -1006687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1006693.625000 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -1006694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1006695.125000 Penalty: 4555.415039
	Iteration 34Q: 3 clusters Score -1006695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1006697.375000 Penalty: 4555.415039
	Iteration 35Q: 3 clusters Score -1006697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1006699.062500 Penalty: 4555.415039
	Iteration 36Q: 3 clusters Score -1006699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1006700.625000 Penalty: 4555.415039
	Iteration 37Q: 3 clusters Score -1006701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1006705.687500 Penalty: 4555.415039
	Iteration 38Q: 3 clusters Score -1006706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1006707.250000 Penalty: 4555.415039
	Iteration 39Q: 3 clusters Score -1006707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1006706.562500 Penalty: 4555.415039
	Iteration 40F: 3 clusters Score -1006707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1006709.500000 Penalty: 4555.415039
	Iteration 41Q: 3 clusters Score -1006710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1006710.437500 Penalty: 4555.415039
	Iteration 42Q: 3 clusters Score -1006710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1006710.437500 Penalty: 4555.415039
	Iteration 43F: 3 clusters Score -1006710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -717456.812500 Penalty: 2184.697754
	Iteration 0F: 2 clusters Score -717456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -711866.312500 Penalty: 4369.395508
	Iteration 0F: 3 clusters Score -711866.3 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -713312.437500 Penalty: 4369.395508
	Iteration 1F: 3 clusters Score -713312.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -713557.375000 Penalty: 4369.395508
	Iteration 2F: 3 clusters Score -713557.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -713698.875000 Penalty: 4369.395508
	Iteration 3Q: 3 clusters Score -713698.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -713789.687500 Penalty: 4369.395508
	Iteration 4Q: 3 clusters Score -713789.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -713861.437500 Penalty: 4369.395508
	Iteration 5Q: 3 clusters Score -713861.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -713916.375000 Penalty: 4369.395508
	Iteration 6Q: 3 clusters Score -713916.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -713966.625000 Penalty: 4369.395508
	Iteration 7Q: 3 clusters Score -713966.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -714007.312500 Penalty: 4369.395508
	Iteration 8Q: 3 clusters Score -714007.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -714039.125000 Penalty: 4369.395508
	Iteration 9Q: 3 clusters Score -714039.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -714067.437500 Penalty: 4369.395508
	Iteration 10Q: 3 clusters Score -714067.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -714090.687500 Penalty: 4369.395508
	Iteration 11Q: 3 clusters Score -714090.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -714118.187500 Penalty: 4369.395508
	Iteration 12Q: 3 clusters Score -714118.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -714141.062500 Penalty: 4369.395508
	Iteration 13Q: 3 clusters Score -714141.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -714156.250000 Penalty: 4369.395508
	Iteration 14Q: 3 clusters Score -714156.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -714173.437500 Penalty: 4369.395508
	Iteration 15Q: 3 clusters Score -714173.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -714190.687500 Penalty: 4369.395508
	Iteration 16Q: 3 clusters Score -714190.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -714206.687500 Penalty: 4369.395508
	Iteration 17Q: 3 clusters Score -714206.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -714229.562500 Penalty: 4369.395508
	Iteration 18Q: 3 clusters Score -714229.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -714269.062500 Penalty: 4369.395508
	Iteration 19Q: 3 clusters Score -714269.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -714307.250000 Penalty: 4369.395508
	Iteration 20F: 3 clusters Score -714307.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -714356.187500 Penalty: 4369.395508
	Iteration 21Q: 3 clusters Score -714356.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -714407.687500 Penalty: 4369.395508
	Iteration 22Q: 3 clusters Score -714407.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -714466.812500 Penalty: 4369.395508
	Iteration 23Q: 3 clusters Score -714466.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -714537.750000 Penalty: 4369.395508
	Iteration 24Q: 3 clusters Score -714537.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -714614.625000 Penalty: 4369.395508
	Iteration 25Q: 3 clusters Score -714614.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -714693.875000 Penalty: 4369.395508
	Iteration 26Q: 3 clusters Score -714693.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -714770.500000 Penalty: 4369.395508
	Iteration 27Q: 3 clusters Score -714770.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -714861.375000 Penalty: 4369.395508
	Iteration 28Q: 3 clusters Score -714861.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -714954.125000 Penalty: 4369.395508
	Iteration 29Q: 3 clusters Score -714954.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -715019.375000 Penalty: 4369.395508
	Iteration 30Q: 3 clusters Score -715019.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -715086.375000 Penalty: 4369.395508
	Iteration 31Q: 3 clusters Score -715086.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -715148.250000 Penalty: 4369.395508
	Iteration 32Q: 3 clusters Score -715148.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -715209.875000 Penalty: 4369.395508
	Iteration 33Q: 3 clusters Score -715209.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -715263.875000 Penalty: 4369.395508
	Iteration 34Q: 3 clusters Score -715263.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -715317.875000 Penalty: 4369.395508
	Iteration 35Q: 3 clusters Score -715317.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -715349.250000 Penalty: 4369.395508
	Iteration 36Q: 3 clusters Score -715349.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -715378.937500 Penalty: 4369.395508
	Iteration 37Q: 3 clusters Score -715378.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -715403.750000 Penalty: 4369.395508
	Iteration 38Q: 3 clusters Score -715403.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -715432.000000 Penalty: 4369.395508
	Iteration 39Q: 3 clusters Score -715432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -715451.625000 Penalty: 4369.395508
	Iteration 40F: 3 clusters Score -715451.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -715465.750000 Penalty: 4369.395508
	Iteration 41Q: 3 clusters Score -715465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -715472.500000 Penalty: 4369.395508
	Iteration 42Q: 3 clusters Score -715472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -715479.312500 Penalty: 4369.395508
	Iteration 43Q: 3 clusters Score -715479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -715483.437500 Penalty: 4369.395508
	Iteration 44Q: 3 clusters Score -715483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -715486.562500 Penalty: 4369.395508
	Iteration 45Q: 3 clusters Score -715486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -715489.500000 Penalty: 4369.395508
	Iteration 46Q: 3 clusters Score -715489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -715494.125000 Penalty: 4369.395508
	Iteration 47Q: 3 clusters Score -715494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -715504.625000 Penalty: 4369.395508
	Iteration 48Q: 3 clusters Score -715504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -715511.500000 Penalty: 4369.395508
	Iteration 49Q: 3 clusters Score -715511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -715514.375000 Penalty: 4369.395508
	Iteration 50Q: 3 clusters Score -715514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -715519.187500 Penalty: 4369.395508
	Iteration 51Q: 3 clusters Score -715519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -715519.875000 Penalty: 4369.395508
	Iteration 52Q: 3 clusters Score -715519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -715520.375000 Penalty: 4369.395508
	Iteration 53Q: 3 clusters Score -715520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -715523.375000 Penalty: 4369.395508
	Iteration 54Q: 3 clusters Score -715523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -715530.500000 Penalty: 4369.395508
	Iteration 55Q: 3 clusters Score -715530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -715533.062500 Penalty: 4369.395508
	Iteration 56Q: 3 clusters Score -715533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -715533.937500 Penalty: 4369.395508
	Iteration 57Q: 3 clusters Score -715533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -715534.875000 Penalty: 4369.395508
	Iteration 58Q: 3 clusters Score -715534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -715535.000000 Penalty: 4369.395508
	Iteration 59Q: 3 clusters Score -715535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -715537.000000 Penalty: 4369.395508
	Iteration 60F: 3 clusters Score -715537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -715538.125000 Penalty: 4369.395508
	Iteration 61Q: 3 clusters Score -715538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -715540.312500 Penalty: 4369.395508
	Iteration 62Q: 3 clusters Score -715540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -715541.562500 Penalty: 4369.395508
	Iteration 63Q: 3 clusters Score -715541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -715542.062500 Penalty: 4369.395508
	Iteration 64Q: 3 clusters Score -715542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -715543.812500 Penalty: 4369.395508
	Iteration 65Q: 3 clusters Score -715543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -715545.687500 Penalty: 4369.395508
	Iteration 66Q: 3 clusters Score -715545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -715546.687500 Penalty: 4369.395508
	Iteration 67Q: 3 clusters Score -715546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -715546.687500 Penalty: 4369.395508
	Iteration 68F: 3 clusters Score -715546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -116520.828125 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -116520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114415.835938 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -114415.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -114753.015625 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -114753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -114859.554688 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -114859.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114900.664062 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -114900.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114928.445312 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -114928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -114946.640625 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -114946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -114957.765625 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -114957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -114965.937500 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -114965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114967.015625 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -114967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114967.015625 Penalty: 3507.921387
	Iteration 9F: 3 clusters Score -114967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Entering Unmasked Estep 
Score: -2797641.000000 Penalty: 2546.960938
	Iteration 0F: 2 clusters Score -2797641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2777966.250000 Penalty: 5093.921875
	Iteration 0F: 3 clusters Score -2777966 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2785319.250000 Penalty: 5093.921875
	Iteration 1F: 3 clusters Score -2785319 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2786195.000000 Penalty: 5093.921875
	Iteration 2F: 3 clusters Score -2786195 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2787082.750000 Penalty: 5093.921875
	Iteration 3F: 3 clusters Score -2787083 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2787956.750000 Penalty: 5093.921875
	Iteration 4F: 3 clusters Score -2787957 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2788737.250000 Penalty: 5093.921875
	Iteration 5F: 3 clusters Score -2788737 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2789444.750000 Penalty: 5093.921875
	Iteration 6Q: 3 clusters Score -2789445 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2790064.000000 Penalty: 5093.921875
	Iteration 7Q: 3 clusters Score -2790064 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2790644.500000 Penalty: 5093.921875
	Iteration 8Q: 3 clusters Score -2790644 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2791317.750000 Penalty: 5093.921875
	Iteration 9Q: 3 clusters Score -2791318 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2792014.750000 Penalty: 5093.921875
	Iteration 10Q: 3 clusters Score -2792015 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2792702.750000 Penalty: 5093.921875
	Iteration 11Q: 3 clusters Score -2792703 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2793277.750000 Penalty: 5093.921875
	Iteration 12Q: 3 clusters Score -2793278 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2793776.750000 Penalty: 5093.921875
	Iteration 13Q: 3 clusters Score -2793777 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2794166.000000 Penalty: 5093.921875
	Iteration 14Q: 3 clusters Score -2794166 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2794450.750000 Penalty: 5093.921875
	Iteration 15Q: 3 clusters Score -2794451 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2794654.750000 Penalty: 5093.921875
	Iteration 16Q: 3 clusters Score -2794655 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2794811.500000 Penalty: 5093.921875
	Iteration 17Q: 3 clusters Score -2794812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2794932.500000 Penalty: 5093.921875
	Iteration 18Q: 3 clusters Score -2794932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -2795005.000000 Penalty: 5093.921875
	Iteration 19Q: 3 clusters Score -2795005 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -2795078.000000 Penalty: 5093.921875
	Iteration 20F: 3 clusters Score -2795078 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -2795175.750000 Penalty: 5093.921875
	Iteration 21Q: 3 clusters Score -2795176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -2795257.500000 Penalty: 5093.921875
	Iteration 22Q: 3 clusters Score -2795258 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2795315.500000 Penalty: 5093.921875
	Iteration 23Q: 3 clusters Score -2795316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2795380.500000 Penalty: 5093.921875
	Iteration 24Q: 3 clusters Score -2795380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -2795420.500000 Penalty: 5093.921875
	Iteration 25Q: 3 clusters Score -2795420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2795449.500000 Penalty: 5093.921875
	Iteration 26Q: 3 clusters Score -2795450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2795469.750000 Penalty: 5093.921875
	Iteration 27Q: 3 clusters Score -2795470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -2795492.000000 Penalty: 5093.921875
	Iteration 28Q: 3 clusters Score -2795492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -2795507.250000 Penalty: 5093.921875
	Iteration 29Q: 3 clusters Score -2795507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -2795529.500000 Penalty: 5093.921875
	Iteration 30Q: 3 clusters Score -2795530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2795539.500000 Penalty: 5093.921875
	Iteration 31Q: 3 clusters Score -2795540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2795545.000000 Penalty: 5093.921875
	Iteration 32Q: 3 clusters Score -2795545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -2795560.250000 Penalty: 5093.921875
	Iteration 33Q: 3 clusters Score -2795560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -2795578.000000 Penalty: 5093.921875
	Iteration 34Q: 3 clusters Score -2795578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -2795595.750000 Penalty: 5093.921875
	Iteration 35Q: 3 clusters Score -2795596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -2795622.000000 Penalty: 5093.921875
	Iteration 36Q: 3 clusters Score -2795622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2795630.250000 Penalty: 5093.921875
	Iteration 37Q: 3 clusters Score -2795630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -2795638.250000 Penalty: 5093.921875
	Iteration 38Q: 3 clusters Score -2795638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -2795650.000000 Penalty: 5093.921875
	Iteration 39Q: 3 clusters Score -2795650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -2795660.000000 Penalty: 5093.921875
	Iteration 40F: 3 clusters Score -2795660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2795665.500000 Penalty: 5093.921875
	Iteration 41Q: 3 clusters Score -2795666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2795670.250000 Penalty: 5093.921875
	Iteration 42Q: 3 clusters Score -2795670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2795673.500000 Penalty: 5093.921875
	Iteration 43Q: 3 clusters Score -2795674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -2795679.000000 Penalty: 5093.921875
	Iteration 44Q: 3 clusters Score -2795679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -2795684.250000 Penalty: 5093.921875
	Iteration 45Q: 3 clusters Score -2795684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -2795686.500000 Penalty: 5093.921875
	Iteration 46Q: 3 clusters Score -2795686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2795691.750000 Penalty: 5093.921875
	Iteration 47Q: 3 clusters Score -2795692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2795700.750000 Penalty: 5093.921875
	Iteration 48Q: 3 clusters Score -2795701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -2795717.250000 Penalty: 5093.921875
	Iteration 49Q: 3 clusters Score -2795717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2795717.750000 Penalty: 5093.921875
	Iteration 50Q: 3 clusters Score -2795718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2795720.500000 Penalty: 5093.921875
	Iteration 51Q: 3 clusters Score -2795720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2795724.000000 Penalty: 5093.921875
	Iteration 52Q: 3 clusters Score -2795724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -2795728.000000 Penalty: 5093.921875
	Iteration 53Q: 3 clusters Score -2795728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -2795732.750000 Penalty: 5093.921875
	Iteration 54Q: 3 clusters Score -2795733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -2795735.750000 Penalty: 5093.921875
	Iteration 55Q: 3 clusters Score -2795736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -2795737.750000 Penalty: 5093.921875
	Iteration 56Q: 3 clusters Score -2795738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -2795740.750000 Penalty: 5093.921875
	Iteration 57Q: 3 clusters Score -2795741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -2795743.500000 Penalty: 5093.921875
	Iteration 58Q: 3 clusters Score -2795744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -2795740.500000 Penalty: 5093.921875
	Iteration 59Q: 3 clusters Score -2795740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2795746.000000 Penalty: 5093.921875
	Iteration 60F: 3 clusters Score -2795746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Entering Unmasked Estep 
Score: -3198733.250000 Penalty: 2553.918945
	Iteration 0F: 2 clusters Score -3198733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3178540.500000 Penalty: 5107.837891
	Iteration 0F: 3 clusters Score -3178540 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3185850.250000 Penalty: 5107.837891
	Iteration 1F: 3 clusters Score -3185850 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3186495.000000 Penalty: 5107.837891
	Iteration 2F: 3 clusters Score -3186495 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3187198.500000 Penalty: 5107.837891
	Iteration 3F: 3 clusters Score -3187198 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3188183.250000 Penalty: 5107.837891
	Iteration 4F: 3 clusters Score -3188183 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3189598.750000 Penalty: 5107.837891
	Iteration 5F: 3 clusters Score -3189599 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3191308.000000 Penalty: 5107.837891
	Iteration 6F: 3 clusters Score -3191308 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3193215.750000 Penalty: 5107.837891
	Iteration 7F: 3 clusters Score -3193216 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3194687.750000 Penalty: 5107.837891
	Iteration 8F: 3 clusters Score -3194688 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3195423.500000 Penalty: 5107.837891
	Iteration 9Q: 3 clusters Score -3195424 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3195724.250000 Penalty: 5107.837891
	Iteration 10Q: 3 clusters Score -3195724 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3195895.500000 Penalty: 5107.837891
	Iteration 11Q: 3 clusters Score -3195896 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3196036.000000 Penalty: 5107.837891
	Iteration 12Q: 3 clusters Score -3196036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3196136.750000 Penalty: 5107.837891
	Iteration 13Q: 3 clusters Score -3196137 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3196223.500000 Penalty: 5107.837891
	Iteration 14Q: 3 clusters Score -3196224 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3196280.750000 Penalty: 5107.837891
	Iteration 15Q: 3 clusters Score -3196281 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3196353.000000 Penalty: 5107.837891
	Iteration 16Q: 3 clusters Score -3196353 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3196393.250000 Penalty: 5107.837891
	Iteration 17Q: 3 clusters Score -3196393 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3196441.500000 Penalty: 5107.837891
	Iteration 18Q: 3 clusters Score -3196442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3196482.750000 Penalty: 5107.837891
	Iteration 19Q: 3 clusters Score -3196483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3196502.250000 Penalty: 5107.837891
	Iteration 20F: 3 clusters Score -3196502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3196532.500000 Penalty: 5107.837891
	Iteration 21Q: 3 clusters Score -3196532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3196557.250000 Penalty: 5107.837891
	Iteration 22Q: 3 clusters Score -3196557 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3196573.500000 Penalty: 5107.837891
	Iteration 23Q: 3 clusters Score -3196574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3196593.250000 Penalty: 5107.837891
	Iteration 24Q: 3 clusters Score -3196593 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3196609.250000 Penalty: 5107.837891
	Iteration 25Q: 3 clusters Score -3196609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3196632.250000 Penalty: 5107.837891
	Iteration 26Q: 3 clusters Score -3196632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3196654.000000 Penalty: 5107.837891
	Iteration 27Q: 3 clusters Score -3196654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3196676.500000 Penalty: 5107.837891
	Iteration 28Q: 3 clusters Score -3196676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3196688.500000 Penalty: 5107.837891
	Iteration 29Q: 3 clusters Score -3196688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3196693.750000 Penalty: 5107.837891
	Iteration 30Q: 3 clusters Score -3196694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3196715.750000 Penalty: 5107.837891
	Iteration 31Q: 3 clusters Score -3196716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3196724.250000 Penalty: 5107.837891
	Iteration 32Q: 3 clusters Score -3196724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3196733.500000 Penalty: 5107.837891
	Iteration 33Q: 3 clusters Score -3196734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3196740.250000 Penalty: 5107.837891
	Iteration 34Q: 3 clusters Score -3196740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3196768.250000 Penalty: 5107.837891
	Iteration 35Q: 3 clusters Score -3196768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3196786.000000 Penalty: 5107.837891
	Iteration 36Q: 3 clusters Score -3196786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3196808.500000 Penalty: 5107.837891
	Iteration 37Q: 3 clusters Score -3196808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3196818.250000 Penalty: 5107.837891
	Iteration 38Q: 3 clusters Score -3196818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3196839.750000 Penalty: 5107.837891
	Iteration 39Q: 3 clusters Score -3196840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3196849.500000 Penalty: 5107.837891
	Iteration 40F: 3 clusters Score -3196850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3196870.000000 Penalty: 5107.837891
	Iteration 41Q: 3 clusters Score -3196870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3196879.000000 Penalty: 5107.837891
	Iteration 42Q: 3 clusters Score -3196879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3196876.750000 Penalty: 5107.837891
	Iteration 43Q: 3 clusters Score -3196877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3196878.750000 Penalty: 5107.837891
	Iteration 44Q: 3 clusters Score -3196879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3196889.250000 Penalty: 5107.837891
	Iteration 45Q: 3 clusters Score -3196889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3196890.250000 Penalty: 5107.837891
	Iteration 46Q: 3 clusters Score -3196890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3196893.750000 Penalty: 5107.837891
	Iteration 47Q: 3 clusters Score -3196894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3196901.750000 Penalty: 5107.837891
	Iteration 48Q: 3 clusters Score -3196902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3196915.250000 Penalty: 5107.837891
	Iteration 49Q: 3 clusters Score -3196915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3196913.500000 Penalty: 5107.837891
	Iteration 50Q: 3 clusters Score -3196914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3196922.750000 Penalty: 5107.837891
	Iteration 51Q: 3 clusters Score -3196923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3196924.250000 Penalty: 5107.837891
	Iteration 52Q: 3 clusters Score -3196924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3196931.750000 Penalty: 5107.837891
	Iteration 53Q: 3 clusters Score -3196932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3196935.750000 Penalty: 5107.837891
	Iteration 54Q: 3 clusters Score -3196936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3196945.000000 Penalty: 5107.837891
	Iteration 55Q: 3 clusters Score -3196945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3196942.250000 Penalty: 5107.837891
	Iteration 56Q: 3 clusters Score -3196942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3196959.500000 Penalty: 5107.837891
	Iteration 57Q: 3 clusters Score -3196960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3196959.500000 Penalty: 5107.837891
	Iteration 58Q: 3 clusters Score -3196960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3196962.250000 Penalty: 5107.837891
	Iteration 59Q: 3 clusters Score -3196962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3196968.250000 Penalty: 5107.837891
	Iteration 60F: 3 clusters Score -3196968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3196980.000000 Penalty: 5107.837891
	Iteration 61Q: 3 clusters Score -3196980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3196984.750000 Penalty: 5107.837891
	Iteration 62Q: 3 clusters Score -3196985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3196997.000000 Penalty: 5107.837891
	Iteration 63Q: 3 clusters Score -3196997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3197013.000000 Penalty: 5107.837891
	Iteration 64Q: 3 clusters Score -3197013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3197025.000000 Penalty: 5107.837891
	Iteration 65Q: 3 clusters Score -3197025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3197028.000000 Penalty: 5107.837891
	Iteration 66Q: 3 clusters Score -3197028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3197024.250000 Penalty: 5107.837891
	Iteration 67Q: 3 clusters Score -3197024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3197021.250000 Penalty: 5107.837891
	Iteration 68Q: 3 clusters Score -3197021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3197022.750000 Penalty: 5107.837891
	Iteration 69Q: 3 clusters Score -3197023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3197021.250000 Penalty: 5107.837891
	Iteration 70Q: 3 clusters Score -3197021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3197024.000000 Penalty: 5107.837891
	Iteration 71Q: 3 clusters Score -3197024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3197023.250000 Penalty: 5107.837891
	Iteration 72Q: 3 clusters Score -3197023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3197023.000000 Penalty: 5107.837891
	Iteration 73Q: 3 clusters Score -3197023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3197026.000000 Penalty: 5107.837891
	Iteration 74Q: 3 clusters Score -3197026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3197026.500000 Penalty: 5107.837891
	Iteration 75Q: 3 clusters Score -3197026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3197025.750000 Penalty: 5107.837891
	Iteration 76Q: 3 clusters Score -3197026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3197025.750000 Penalty: 5107.837891
	Iteration 77F: 3 clusters Score -3197026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -262535.750000 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -262535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -259327.437500 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -259327.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -260044.468750 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -260044.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -260204.453125 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -260204.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -260295.203125 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -260295.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -260354.031250 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -260354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -260390.000000 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -260390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -260420.890625 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -260420.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -260453.281250 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -260453.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -260482.890625 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -260482.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -260511.093750 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -260511.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -260534.312500 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -260534.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -260559.656250 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -260559.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -260582.640625 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -260582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -260597.312500 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -260597.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -260606.031250 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -260606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -260612.406250 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -260612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -260618.968750 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -260619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -260624.187500 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -260624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -260631.578125 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -260631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -260635.609375 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -260635.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -260639.859375 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -260639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -260640.359375 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -260640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -260642.390625 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -260642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -260644.515625 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -260644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -260648.375000 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -260648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -260655.000000 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -260655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -260660.687500 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -260660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -260662.078125 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -260662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -260662.593750 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -260662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -260662.593750 Penalty: 3969.336182
	Iteration 29F: 3 clusters Score -260662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Entering Unmasked Estep 
Score: -3818212.750000 Penalty: 2597.562744
	Iteration 0F: 2 clusters Score -3818213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3794086.250000 Penalty: 5195.125488
	Iteration 0F: 3 clusters Score -3794086 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3802758.250000 Penalty: 5195.125488
	Iteration 1F: 3 clusters Score -3802758 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3803389.000000 Penalty: 5195.125488
	Iteration 2Q: 3 clusters Score -3803389 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3804129.000000 Penalty: 5195.125488
	Iteration 3Q: 3 clusters Score -3804129 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3804933.250000 Penalty: 5195.125488
	Iteration 4Q: 3 clusters Score -3804933 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3805880.500000 Penalty: 5195.125488
	Iteration 5F: 3 clusters Score -3805880 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3807147.250000 Penalty: 5195.125488
	Iteration 6F: 3 clusters Score -3807147 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3808732.250000 Penalty: 5195.125488
	Iteration 7F: 3 clusters Score -3808732 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3810754.750000 Penalty: 5195.125488
	Iteration 8F: 3 clusters Score -3810755 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3812656.000000 Penalty: 5195.125488
	Iteration 9F: 3 clusters Score -3812656 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3813869.250000 Penalty: 5195.125488
	Iteration 10Q: 3 clusters Score -3813869 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3814374.000000 Penalty: 5195.125488
	Iteration 11Q: 3 clusters Score -3814374 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3814656.250000 Penalty: 5195.125488
	Iteration 12Q: 3 clusters Score -3814656 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3814846.750000 Penalty: 5195.125488
	Iteration 13Q: 3 clusters Score -3814847 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3814972.750000 Penalty: 5195.125488
	Iteration 14Q: 3 clusters Score -3814973 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3815070.250000 Penalty: 5195.125488
	Iteration 15Q: 3 clusters Score -3815070 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3815178.250000 Penalty: 5195.125488
	Iteration 16Q: 3 clusters Score -3815178 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3815269.000000 Penalty: 5195.125488
	Iteration 17Q: 3 clusters Score -3815269 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3815361.750000 Penalty: 5195.125488
	Iteration 18Q: 3 clusters Score -3815362 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3815425.000000 Penalty: 5195.125488
	Iteration 19Q: 3 clusters Score -3815425 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3815503.750000 Penalty: 5195.125488
	Iteration 20F: 3 clusters Score -3815504 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3815573.250000 Penalty: 5195.125488
	Iteration 21Q: 3 clusters Score -3815573 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3815619.250000 Penalty: 5195.125488
	Iteration 22Q: 3 clusters Score -3815619 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3815663.250000 Penalty: 5195.125488
	Iteration 23Q: 3 clusters Score -3815663 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3815717.250000 Penalty: 5195.125488
	Iteration 24Q: 3 clusters Score -3815717 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3815762.000000 Penalty: 5195.125488
	Iteration 25Q: 3 clusters Score -3815762 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -3815788.750000 Penalty: 5195.125488
	Iteration 26Q: 3 clusters Score -3815789 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3815849.750000 Penalty: 5195.125488
	Iteration 27Q: 3 clusters Score -3815850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3815885.500000 Penalty: 5195.125488
	Iteration 28Q: 3 clusters Score -3815886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3815924.250000 Penalty: 5195.125488
	Iteration 29Q: 3 clusters Score -3815924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3815956.500000 Penalty: 5195.125488
	Iteration 30Q: 3 clusters Score -3815956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3815976.500000 Penalty: 5195.125488
	Iteration 31Q: 3 clusters Score -3815976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -3815998.250000 Penalty: 5195.125488
	Iteration 32Q: 3 clusters Score -3815998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3816022.000000 Penalty: 5195.125488
	Iteration 33Q: 3 clusters Score -3816022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3816056.750000 Penalty: 5195.125488
	Iteration 34Q: 3 clusters Score -3816057 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3816071.250000 Penalty: 5195.125488
	Iteration 35Q: 3 clusters Score -3816071 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3816098.250000 Penalty: 5195.125488
	Iteration 36Q: 3 clusters Score -3816098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -3816105.250000 Penalty: 5195.125488
	Iteration 37Q: 3 clusters Score -3816105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -3816117.000000 Penalty: 5195.125488
	Iteration 38Q: 3 clusters Score -3816117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3816133.000000 Penalty: 5195.125488
	Iteration 39Q: 3 clusters Score -3816133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -3816142.750000 Penalty: 5195.125488
	Iteration 40F: 3 clusters Score -3816143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3816164.000000 Penalty: 5195.125488
	Iteration 41Q: 3 clusters Score -3816164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3816166.750000 Penalty: 5195.125488
	Iteration 42Q: 3 clusters Score -3816167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3816170.250000 Penalty: 5195.125488
	Iteration 43Q: 3 clusters Score -3816170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -3816183.250000 Penalty: 5195.125488
	Iteration 44Q: 3 clusters Score -3816183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3816201.000000 Penalty: 5195.125488
	Iteration 45Q: 3 clusters Score -3816201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3816214.250000 Penalty: 5195.125488
	Iteration 46Q: 3 clusters Score -3816214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3816220.750000 Penalty: 5195.125488
	Iteration 47Q: 3 clusters Score -3816221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3816221.750000 Penalty: 5195.125488
	Iteration 48Q: 3 clusters Score -3816222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -3816220.750000 Penalty: 5195.125488
	Iteration 49Q: 3 clusters Score -3816221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -3816224.500000 Penalty: 5195.125488
	Iteration 50Q: 3 clusters Score -3816224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -3816234.250000 Penalty: 5195.125488
	Iteration 51Q: 3 clusters Score -3816234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3816230.750000 Penalty: 5195.125488
	Iteration 52Q: 3 clusters Score -3816231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3816237.000000 Penalty: 5195.125488
	Iteration 53Q: 3 clusters Score -3816237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3816234.500000 Penalty: 5195.125488
	Iteration 54Q: 3 clusters Score -3816234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -3816247.750000 Penalty: 5195.125488
	Iteration 55Q: 3 clusters Score -3816248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3816251.250000 Penalty: 5195.125488
	Iteration 56Q: 3 clusters Score -3816251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -3816257.250000 Penalty: 5195.125488
	Iteration 57Q: 3 clusters Score -3816257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3816256.250000 Penalty: 5195.125488
	Iteration 58Q: 3 clusters Score -3816256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3816258.000000 Penalty: 5195.125488
	Iteration 59Q: 3 clusters Score -3816258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -3816249.500000 Penalty: 5195.125488
	Iteration 60F: 3 clusters Score -3816250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3816259.000000 Penalty: 5195.125488
	Iteration 61Q: 3 clusters Score -3816259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -3816259.750000 Penalty: 5195.125488
	Iteration 62Q: 3 clusters Score -3816260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -3816260.000000 Penalty: 5195.125488
	Iteration 63Q: 3 clusters Score -3816260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -3816263.750000 Penalty: 5195.125488
	Iteration 64Q: 3 clusters Score -3816264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3816264.750000 Penalty: 5195.125488
	Iteration 65Q: 3 clusters Score -3816265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -3816257.750000 Penalty: 5195.125488
	Iteration 66Q: 3 clusters Score -3816258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -3816262.500000 Penalty: 5195.125488
	Iteration 67Q: 3 clusters Score -3816262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3816263.750000 Penalty: 5195.125488
	Iteration 68Q: 3 clusters Score -3816264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -3816262.250000 Penalty: 5195.125488
	Iteration 69Q: 3 clusters Score -3816262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3816261.750000 Penalty: 5195.125488
	Iteration 70Q: 3 clusters Score -3816262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3816262.750000 Penalty: 5195.125488
	Iteration 71Q: 3 clusters Score -3816263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3816266.750000 Penalty: 5195.125488
	Iteration 72Q: 3 clusters Score -3816267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3816266.750000 Penalty: 5195.125488
	Iteration 73F: 3 clusters Score -3816267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25080.986328 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25080.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25286.351562 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25286.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25416.296875 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25416.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25475.310547 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25475.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25510.388672 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25510.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25538.234375 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25538.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25593.230469 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -25593.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25714.117188 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -25714.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25816.228516 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -25816.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25966.804688 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -25966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26027.505859 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -26027.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26040.152344 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -26040.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26050.150391 Penalty: 2880.838867
	Iteration 12Q: 3 clusters Score -26050.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26056.902344 Penalty: 2880.838867
	Iteration 13Q: 3 clusters Score -26056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26056.902344 Penalty: 2880.838867
	Iteration 14F: 3 clusters Score -26056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Entering Unmasked Estep 
Score: -6702025.500000 Penalty: 2750.601074
	Iteration 0F: 2 clusters Score -6702026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -6657793.000000 Penalty: 5501.202148
	Iteration 0F: 3 clusters Score -6657793 nChanged 30765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -6675002.000000 Penalty: 5501.202148
	Iteration 1F: 3 clusters Score -6675002 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -6675553.000000 Penalty: 5501.202148
	Iteration 2Q: 3 clusters Score -6675553 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -6676241.000000 Penalty: 5501.202148
	Iteration 3Q: 3 clusters Score -6676241 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -6677135.000000 Penalty: 5501.202148
	Iteration 4Q: 3 clusters Score -6677135 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -6678476.500000 Penalty: 5501.202148
	Iteration 5Q: 3 clusters Score -6678476 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -6680796.500000 Penalty: 5501.202148
	Iteration 6F: 3 clusters Score -6680796 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -6684312.500000 Penalty: 5501.202148
	Iteration 7F: 3 clusters Score -6684312 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -6688888.000000 Penalty: 5501.202148
	Iteration 8F: 3 clusters Score -6688888 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -6693605.000000 Penalty: 5501.202148
	Iteration 9F: 3 clusters Score -6693605 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6697160.500000 Penalty: 5501.202148
	Iteration 10F: 3 clusters Score -6697160 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6698815.500000 Penalty: 5501.202148
	Iteration 11Q: 3 clusters Score -6698816 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6699323.500000 Penalty: 5501.202148
	Iteration 12Q: 3 clusters Score -6699324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6699524.500000 Penalty: 5501.202148
	Iteration 13Q: 3 clusters Score -6699524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6699613.500000 Penalty: 5501.202148
	Iteration 14Q: 3 clusters Score -6699614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6699646.500000 Penalty: 5501.202148
	Iteration 15Q: 3 clusters Score -6699646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6699646.000000 Penalty: 5501.202148
	Iteration 16Q: 3 clusters Score -6699646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6699670.000000 Penalty: 5501.202148
	Iteration 17Q: 3 clusters Score -6699670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6699687.500000 Penalty: 5501.202148
	Iteration 18Q: 3 clusters Score -6699688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6699683.000000 Penalty: 5501.202148
	Iteration 19Q: 3 clusters Score -6699683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6699690.500000 Penalty: 5501.202148
	Iteration 20F: 3 clusters Score -6699690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6699690.000000 Penalty: 5501.202148
	Iteration 21Q: 3 clusters Score -6699690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6699689.000000 Penalty: 5501.202148
	Iteration 22Q: 3 clusters Score -6699689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6699693.500000 Penalty: 5501.202148
	Iteration 23Q: 3 clusters Score -6699694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6699693.500000 Penalty: 5501.202148
	Iteration 24F: 3 clusters Score -6699694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Entering Unmasked Estep 
Score: -1774234.625000 Penalty: 2411.092041
	Iteration 0F: 2 clusters Score -1774235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1762186.000000 Penalty: 4822.184082
	Iteration 0F: 3 clusters Score -1762186 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1766138.875000 Penalty: 4822.184082
	Iteration 1F: 3 clusters Score -1766139 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1766473.000000 Penalty: 4822.184082
	Iteration 2F: 3 clusters Score -1766473 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1766734.375000 Penalty: 4822.184082
	Iteration 3Q: 3 clusters Score -1766734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1766963.625000 Penalty: 4822.184082
	Iteration 4Q: 3 clusters Score -1766964 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1767180.625000 Penalty: 4822.184082
	Iteration 5Q: 3 clusters Score -1767181 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1767400.875000 Penalty: 4822.184082
	Iteration 6Q: 3 clusters Score -1767401 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1767630.875000 Penalty: 4822.184082
	Iteration 7Q: 3 clusters Score -1767631 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1767959.125000 Penalty: 4822.184082
	Iteration 8Q: 3 clusters Score -1767959 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1768393.500000 Penalty: 4822.184082
	Iteration 9Q: 3 clusters Score -1768394 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1768996.625000 Penalty: 4822.184082
	Iteration 10F: 3 clusters Score -1768997 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1769738.125000 Penalty: 4822.184082
	Iteration 11F: 3 clusters Score -1769738 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1770479.750000 Penalty: 4822.184082
	Iteration 12F: 3 clusters Score -1770480 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1771084.625000 Penalty: 4822.184082
	Iteration 13Q: 3 clusters Score -1771085 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1771520.750000 Penalty: 4822.184082
	Iteration 14Q: 3 clusters Score -1771521 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1771780.125000 Penalty: 4822.184082
	Iteration 15Q: 3 clusters Score -1771780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1771922.125000 Penalty: 4822.184082
	Iteration 16Q: 3 clusters Score -1771922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1771971.000000 Penalty: 4822.184082
	Iteration 17Q: 3 clusters Score -1771971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1772014.750000 Penalty: 4822.184082
	Iteration 18Q: 3 clusters Score -1772015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1772038.125000 Penalty: 4822.184082
	Iteration 19Q: 3 clusters Score -1772038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1772062.125000 Penalty: 4822.184082
	Iteration 20F: 3 clusters Score -1772062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1772078.125000 Penalty: 4822.184082
	Iteration 21Q: 3 clusters Score -1772078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1772091.500000 Penalty: 4822.184082
	Iteration 22Q: 3 clusters Score -1772092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1772100.125000 Penalty: 4822.184082
	Iteration 23Q: 3 clusters Score -1772100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1772107.375000 Penalty: 4822.184082
	Iteration 24Q: 3 clusters Score -1772107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1772110.750000 Penalty: 4822.184082
	Iteration 25Q: 3 clusters Score -1772111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1772111.500000 Penalty: 4822.184082
	Iteration 26Q: 3 clusters Score -1772112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1772117.250000 Penalty: 4822.184082
	Iteration 27Q: 3 clusters Score -1772117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1772121.500000 Penalty: 4822.184082
	Iteration 28Q: 3 clusters Score -1772122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1772121.750000 Penalty: 4822.184082
	Iteration 29Q: 3 clusters Score -1772122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1772122.875000 Penalty: 4822.184082
	Iteration 30Q: 3 clusters Score -1772123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1772123.000000 Penalty: 4822.184082
	Iteration 31Q: 3 clusters Score -1772123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1772123.000000 Penalty: 4822.184082
	Iteration 32F: 3 clusters Score -1772123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -240315.406250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -240315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -237497.687500 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -237497.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238115.390625 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -238115.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238336.812500 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -238336.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238495.281250 Penalty: 3847.497314
	Iteration 3F: 3 clusters Score -238495.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -238580.906250 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -238580.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -238640.671875 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -238640.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238699.640625 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -238699.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -238759.984375 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -238760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238843.015625 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -238843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -238957.515625 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -238957.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -239087.468750 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -239087.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -239242.640625 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -239242.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -239406.390625 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -239406.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -239586.312500 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -239586.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -239791.312500 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -239791.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -239990.718750 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -239990.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -240115.109375 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -240115.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -240163.750000 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -240163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -240181.906250 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -240181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -240188.984375 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -240189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -240196.265625 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -240196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -240198.515625 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -240198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -240199.328125 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -240199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -240199.875000 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -240199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -240199.875000 Penalty: 3847.497314
	Iteration 24F: 3 clusters Score -240199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Entering Unmasked Estep 
Score: -1393075.250000 Penalty: 2344.687256
	Iteration 0F: 2 clusters Score -1393075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1383640.750000 Penalty: 4689.374512
	Iteration 0F: 3 clusters Score -1383641 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1386497.750000 Penalty: 4689.374512
	Iteration 1F: 3 clusters Score -1386498 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1386818.375000 Penalty: 4689.374512
	Iteration 2F: 3 clusters Score -1386818 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1387049.875000 Penalty: 4689.374512
	Iteration 3Q: 3 clusters Score -1387050 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1387266.250000 Penalty: 4689.374512
	Iteration 4Q: 3 clusters Score -1387266 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1387467.000000 Penalty: 4689.374512
	Iteration 5Q: 3 clusters Score -1387467 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1387693.250000 Penalty: 4689.374512
	Iteration 6Q: 3 clusters Score -1387693 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1387936.250000 Penalty: 4689.374512
	Iteration 7Q: 3 clusters Score -1387936 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1388193.250000 Penalty: 4689.374512
	Iteration 8Q: 3 clusters Score -1388193 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1388465.500000 Penalty: 4689.374512
	Iteration 9Q: 3 clusters Score -1388466 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1388771.625000 Penalty: 4689.374512
	Iteration 10Q: 3 clusters Score -1388772 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1389100.000000 Penalty: 4689.374512
	Iteration 11Q: 3 clusters Score -1389100 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1389470.000000 Penalty: 4689.374512
	Iteration 12Q: 3 clusters Score -1389470 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1389859.625000 Penalty: 4689.374512
	Iteration 13Q: 3 clusters Score -1389860 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1390204.375000 Penalty: 4689.374512
	Iteration 14Q: 3 clusters Score -1390204 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1390461.875000 Penalty: 4689.374512
	Iteration 15Q: 3 clusters Score -1390462 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1390663.875000 Penalty: 4689.374512
	Iteration 16Q: 3 clusters Score -1390664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1390836.000000 Penalty: 4689.374512
	Iteration 17Q: 3 clusters Score -1390836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1390949.750000 Penalty: 4689.374512
	Iteration 18Q: 3 clusters Score -1390950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1391003.500000 Penalty: 4689.374512
	Iteration 19Q: 3 clusters Score -1391004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1391057.125000 Penalty: 4689.374512
	Iteration 20F: 3 clusters Score -1391057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1391085.500000 Penalty: 4689.374512
	Iteration 21Q: 3 clusters Score -1391086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1391101.750000 Penalty: 4689.374512
	Iteration 22Q: 3 clusters Score -1391102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1391117.750000 Penalty: 4689.374512
	Iteration 23Q: 3 clusters Score -1391118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1391120.875000 Penalty: 4689.374512
	Iteration 24Q: 3 clusters Score -1391121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1391132.625000 Penalty: 4689.374512
	Iteration 25Q: 3 clusters Score -1391133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1391136.625000 Penalty: 4689.374512
	Iteration 26Q: 3 clusters Score -1391137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1391148.625000 Penalty: 4689.374512
	Iteration 27Q: 3 clusters Score -1391149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1391157.750000 Penalty: 4689.374512
	Iteration 28Q: 3 clusters Score -1391158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1391166.125000 Penalty: 4689.374512
	Iteration 29Q: 3 clusters Score -1391166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1391171.250000 Penalty: 4689.374512
	Iteration 30Q: 3 clusters Score -1391171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1391175.500000 Penalty: 4689.374512
	Iteration 31Q: 3 clusters Score -1391176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1391185.875000 Penalty: 4689.374512
	Iteration 32Q: 3 clusters Score -1391186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1391190.000000 Penalty: 4689.374512
	Iteration 33Q: 3 clusters Score -1391190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1391192.750000 Penalty: 4689.374512
	Iteration 34Q: 3 clusters Score -1391193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1391191.625000 Penalty: 4689.374512
	Iteration 35Q: 3 clusters Score -1391192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1391195.625000 Penalty: 4689.374512
	Iteration 36Q: 3 clusters Score -1391196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1391196.125000 Penalty: 4689.374512
	Iteration 37Q: 3 clusters Score -1391196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1391197.000000 Penalty: 4689.374512
	Iteration 38Q: 3 clusters Score -1391197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1391196.875000 Penalty: 4689.374512
	Iteration 39Q: 3 clusters Score -1391197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1391200.375000 Penalty: 4689.374512
	Iteration 40F: 3 clusters Score -1391200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1391200.375000 Penalty: 4689.374512
	Iteration 41Q: 3 clusters Score -1391200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1391202.000000 Penalty: 4689.374512
	Iteration 42Q: 3 clusters Score -1391202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1391202.000000 Penalty: 4689.374512
	Iteration 43F: 3 clusters Score -1391202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70162.765625 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70162.77 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70522.843750 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70522.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70886.382812 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -70886.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71131.554688 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -71131.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71368.437500 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -71368.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71600.101562 Penalty: 3318.041016
	Iteration 5F: 3 clusters Score -71600.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71767.937500 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71767.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71835.695312 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71835.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71904.882812 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -71904.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71979.750000 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -71979.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72014.078125 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -72014.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72024.367188 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -72024.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72043.617188 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -72043.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72057.234375 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -72057.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72061.835938 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -72061.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72061.835938 Penalty: 3318.041016
	Iteration 15F: 3 clusters Score -72061.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 194126 members 
Mstep: Class 3 contains 267405 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29675 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65587 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 412873 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322845 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 186 members 
Entering Unmasked Estep 
Score: -158370192.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158371824.000000 to -158370192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (412873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412873 members 
Entering Unmasked Estep 
Score: -43621876.000000 Penalty: 3206.861816
	Iteration 0F: 2 clusters Score -4.362188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206634 members 
Mstep: Class 2 contains 206239 members 
Entering Unmasked Estep 
Score: -43375380.000000 Penalty: 6413.723633
	Iteration 0F: 3 clusters Score -4.337538e+07 nChanged 201122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207106 members 
Mstep: Class 2 contains 205767 members 
Entering Unmasked Estep 
Score: -43495660.000000 Penalty: 6413.723633
	Iteration 1F: 3 clusters Score -4.349566e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207025 members 
Mstep: Class 2 contains 205848 members 
Entering Unmasked Estep 
Score: -43497540.000000 Penalty: 6413.723633
	Iteration 2Q: 3 clusters Score -4.349754e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206890 members 
Mstep: Class 2 contains 205983 members 
Entering Unmasked Estep 
Score: -43499944.000000 Penalty: 6413.723633
	Iteration 3Q: 3 clusters Score -4.349994e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206605 members 
Mstep: Class 2 contains 206268 members 
Entering Unmasked Estep 
Score: -43503464.000000 Penalty: 6413.723633
	Iteration 4Q: 3 clusters Score -4.350346e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206389 members 
Mstep: Class 2 contains 206484 members 
Entering Unmasked Estep 
Score: -43507340.000000 Penalty: 6413.723633
	Iteration 5Q: 3 clusters Score -4.350734e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206086 members 
Mstep: Class 2 contains 206787 members 
Entering Unmasked Estep 
Score: -43514156.000000 Penalty: 6413.723633
	Iteration 6Q: 3 clusters Score -4.351416e+07 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205821 members 
Mstep: Class 2 contains 207052 members 
Entering Unmasked Estep 
Score: -43523792.000000 Penalty: 6413.723633
	Iteration 7Q: 3 clusters Score -4.352379e+07 nChanged 22603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206032 members 
Mstep: Class 2 contains 206841 members 
Entering Unmasked Estep 
Score: -43538140.000000 Penalty: 6413.723633
	Iteration 8F: 3 clusters Score -4.353814e+07 nChanged 24851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206843 members 
Mstep: Class 2 contains 206030 members 
Entering Unmasked Estep 
Score: -43555352.000000 Penalty: 6413.723633
	Iteration 9F: 3 clusters Score -4.355535e+07 nChanged 23973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207746 members 
Mstep: Class 2 contains 205127 members 
Entering Unmasked Estep 
Score: -43569196.000000 Penalty: 6413.723633
	Iteration 10F: 3 clusters Score -4.35692e+07 nChanged 18306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207802 members 
Mstep: Class 2 contains 205071 members 
Entering Unmasked Estep 
Score: -43576752.000000 Penalty: 6413.723633
	Iteration 11Q: 3 clusters Score -4.357675e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207091 members 
Mstep: Class 2 contains 205782 members 
Entering Unmasked Estep 
Score: -43579492.000000 Penalty: 6413.723633
	Iteration 12Q: 3 clusters Score -4.357949e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205836 members 
Mstep: Class 2 contains 207037 members 
Entering Unmasked Estep 
Score: -43580348.000000 Penalty: 6413.723633
	Iteration 13Q: 3 clusters Score -4.358035e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 208748 members 
Entering Unmasked Estep 
Score: -43581148.000000 Penalty: 6413.723633
	Iteration 14Q: 3 clusters Score -4.358115e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202072 members 
Mstep: Class 2 contains 210801 members 
Entering Unmasked Estep 
Score: -43582152.000000 Penalty: 6413.723633
	Iteration 15Q: 3 clusters Score -4.358215e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199721 members 
Mstep: Class 2 contains 213152 members 
Entering Unmasked Estep 
Score: -43582904.000000 Penalty: 6413.723633
	Iteration 16Q: 3 clusters Score -4.35829e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197094 members 
Mstep: Class 2 contains 215779 members 
Entering Unmasked Estep 
Score: -43584172.000000 Penalty: 6413.723633
	Iteration 17Q: 3 clusters Score -4.358417e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194029 members 
Mstep: Class 2 contains 218844 members 
Entering Unmasked Estep 
Score: -43585408.000000 Penalty: 6413.723633
	Iteration 18Q: 3 clusters Score -4.358541e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190484 members 
Mstep: Class 2 contains 222389 members 
Entering Unmasked Estep 
Score: -43586824.000000 Penalty: 6413.723633
	Iteration 19Q: 3 clusters Score -4.358682e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 226346 members 
Entering Unmasked Estep 
Score: -43588384.000000 Penalty: 6413.723633
	Iteration 20F: 3 clusters Score -4.358838e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 230519 members 
Entering Unmasked Estep 
Score: -43590112.000000 Penalty: 6413.723633
	Iteration 21Q: 3 clusters Score -4.359011e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177906 members 
Mstep: Class 2 contains 234967 members 
Entering Unmasked Estep 
Score: -43591884.000000 Penalty: 6413.723633
	Iteration 22Q: 3 clusters Score -4.359188e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173096 members 
Mstep: Class 2 contains 239777 members 
Entering Unmasked Estep 
Score: -43593636.000000 Penalty: 6413.723633
	Iteration 23Q: 3 clusters Score -4.359364e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Mstep: Class 2 contains 244852 members 
Entering Unmasked Estep 
Score: -43595440.000000 Penalty: 6413.723633
	Iteration 24Q: 3 clusters Score -4.359544e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 250006 members 
Entering Unmasked Estep 
Score: -43597132.000000 Penalty: 6413.723633
	Iteration 25Q: 3 clusters Score -4.359713e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 255352 members 
Entering Unmasked Estep 
Score: -43599144.000000 Penalty: 6413.723633
	Iteration 26Q: 3 clusters Score -4.359914e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 260795 members 
Entering Unmasked Estep 
Score: -43600836.000000 Penalty: 6413.723633
	Iteration 27Q: 3 clusters Score -4.360084e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 266326 members 
Entering Unmasked Estep 
Score: -43602444.000000 Penalty: 6413.723633
	Iteration 28Q: 3 clusters Score -4.360244e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140931 members 
Mstep: Class 2 contains 271942 members 
Entering Unmasked Estep 
Score: -43604092.000000 Penalty: 6413.723633
	Iteration 29Q: 3 clusters Score -4.360409e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 277625 members 
Entering Unmasked Estep 
Score: -43605712.000000 Penalty: 6413.723633
	Iteration 30Q: 3 clusters Score -4.360571e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 283309 members 
Entering Unmasked Estep 
Score: -43607376.000000 Penalty: 6413.723633
	Iteration 31Q: 3 clusters Score -4.360738e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123841 members 
Mstep: Class 2 contains 289032 members 
Entering Unmasked Estep 
Score: -43608916.000000 Penalty: 6413.723633
	Iteration 32Q: 3 clusters Score -4.360892e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118011 members 
Mstep: Class 2 contains 294862 members 
Entering Unmasked Estep 
Score: -43610800.000000 Penalty: 6413.723633
	Iteration 33Q: 3 clusters Score -4.36108e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 300774 members 
Entering Unmasked Estep 
Score: -43612560.000000 Penalty: 6413.723633
	Iteration 34Q: 3 clusters Score -4.361256e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 306727 members 
Entering Unmasked Estep 
Score: -43614312.000000 Penalty: 6413.723633
	Iteration 35Q: 3 clusters Score -4.361431e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 312776 members 
Entering Unmasked Estep 
Score: -43616432.000000 Penalty: 6413.723633
	Iteration 36Q: 3 clusters Score -4.361643e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 318783 members 
Entering Unmasked Estep 
Score: -43618672.000000 Penalty: 6413.723633
	Iteration 37Q: 3 clusters Score -4.361867e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 324831 members 
Entering Unmasked Estep 
Score: -43620644.000000 Penalty: 6413.723633
	Iteration 38Q: 3 clusters Score -4.362064e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 330826 members 
Entering Unmasked Estep 
Score: -43622000.000000 Penalty: 6413.723633
	Iteration 39Q: 3 clusters Score -4.3622e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 336447 members 
Entering Unmasked Estep 
Score: -43623308.000000 Penalty: 6413.723633
	Iteration 40F: 3 clusters Score -4.362331e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 342318 members 
Entering Unmasked Estep 
Score: -43624404.000000 Penalty: 6413.723633
	Iteration 41Q: 3 clusters Score -4.36244e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 347925 members 
Entering Unmasked Estep 
Score: -43625444.000000 Penalty: 6413.723633
	Iteration 42Q: 3 clusters Score -4.362544e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 353064 members 
Entering Unmasked Estep 
Score: -43626504.000000 Penalty: 6413.723633
	Iteration 43Q: 3 clusters Score -4.36265e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 357688 members 
Entering Unmasked Estep 
Score: -43627304.000000 Penalty: 6413.723633
	Iteration 44Q: 3 clusters Score -4.36273e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 361897 members 
Entering Unmasked Estep 
Score: -43627744.000000 Penalty: 6413.723633
	Iteration 45Q: 3 clusters Score -4.362774e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 365654 members 
Entering Unmasked Estep 
Score: -43627860.000000 Penalty: 6413.723633
	Iteration 46Q: 3 clusters Score -4.362786e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 368989 members 
Entering Unmasked Estep 
Score: -43628000.000000 Penalty: 6413.723633
	Iteration 47Q: 3 clusters Score -4.3628e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 371939 members 
Entering Unmasked Estep 
Score: -43627696.000000 Penalty: 6413.723633
	Iteration 48Q: 3 clusters Score -4.36277e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 374623 members 
Entering Unmasked Estep 
Score: -43627592.000000 Penalty: 6413.723633
	Iteration 49Q: 3 clusters Score -4.362759e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 377037 members 
Entering Unmasked Estep 
Score: -43627556.000000 Penalty: 6413.723633
	Iteration 50Q: 3 clusters Score -4.362756e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 379273 members 
Entering Unmasked Estep 
Score: -43627152.000000 Penalty: 6413.723633
	Iteration 51Q: 3 clusters Score -4.362715e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 381338 members 
Entering Unmasked Estep 
Score: -43626752.000000 Penalty: 6413.723633
	Iteration 52Q: 3 clusters Score -4.362675e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 383219 members 
Entering Unmasked Estep 
Score: -43626712.000000 Penalty: 6413.723633
	Iteration 53Q: 3 clusters Score -4.362671e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 384943 members 
Entering Unmasked Estep 
Score: -43626360.000000 Penalty: 6413.723633
	Iteration 54Q: 3 clusters Score -4.362636e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 386511 members 
Entering Unmasked Estep 
Score: -43625904.000000 Penalty: 6413.723633
	Iteration 55Q: 3 clusters Score -4.36259e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 387969 members 
Entering Unmasked Estep 
Score: -43625836.000000 Penalty: 6413.723633
	Iteration 56Q: 3 clusters Score -4.362584e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 389342 members 
Entering Unmasked Estep 
Score: -43625376.000000 Penalty: 6413.723633
	Iteration 57Q: 3 clusters Score -4.362538e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 390638 members 
Entering Unmasked Estep 
Score: -43625228.000000 Penalty: 6413.723633
	Iteration 58Q: 3 clusters Score -4.362523e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 391907 members 
Entering Unmasked Estep 
Score: -43625028.000000 Penalty: 6413.723633
	Iteration 59Q: 3 clusters Score -4.362503e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 393057 members 
Entering Unmasked Estep 
Score: -43624632.000000 Penalty: 6413.723633
	Iteration 60F: 3 clusters Score -4.362463e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 394149 members 
Entering Unmasked Estep 
Score: -43624536.000000 Penalty: 6413.723633
	Iteration 61Q: 3 clusters Score -4.362454e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 395226 members 
Entering Unmasked Estep 
Score: -43624340.000000 Penalty: 6413.723633
	Iteration 62Q: 3 clusters Score -4.362434e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 396192 members 
Entering Unmasked Estep 
Score: -43624144.000000 Penalty: 6413.723633
	Iteration 63Q: 3 clusters Score -4.362414e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 397126 members 
Entering Unmasked Estep 
Score: -43623912.000000 Penalty: 6413.723633
	Iteration 64Q: 3 clusters Score -4.362391e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 397992 members 
Entering Unmasked Estep 
Score: -43623560.000000 Penalty: 6413.723633
	Iteration 65Q: 3 clusters Score -4.362356e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 398796 members 
Entering Unmasked Estep 
Score: -43623420.000000 Penalty: 6413.723633
	Iteration 66Q: 3 clusters Score -4.362342e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 399557 members 
Entering Unmasked Estep 
Score: -43623104.000000 Penalty: 6413.723633
	Iteration 67Q: 3 clusters Score -4.36231e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 400225 members 
Entering Unmasked Estep 
Score: -43622912.000000 Penalty: 6413.723633
	Iteration 68Q: 3 clusters Score -4.362291e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 400869 members 
Entering Unmasked Estep 
Score: -43622768.000000 Penalty: 6413.723633
	Iteration 69Q: 3 clusters Score -4.362277e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 401435 members 
Entering Unmasked Estep 
Score: -43622576.000000 Penalty: 6413.723633
	Iteration 70Q: 3 clusters Score -4.362258e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 401993 members 
Entering Unmasked Estep 
Score: -43622328.000000 Penalty: 6413.723633
	Iteration 71Q: 3 clusters Score -4.362233e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 402516 members 
Entering Unmasked Estep 
Score: -43622192.000000 Penalty: 6413.723633
	Iteration 72Q: 3 clusters Score -4.362219e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 403048 members 
Entering Unmasked Estep 
Score: -43621944.000000 Penalty: 6413.723633
	Iteration 73Q: 3 clusters Score -4.362194e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 403557 members 
Entering Unmasked Estep 
Score: -43621744.000000 Penalty: 6413.723633
	Iteration 74Q: 3 clusters Score -4.362174e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 404026 members 
Entering Unmasked Estep 
Score: -43621716.000000 Penalty: 6413.723633
	Iteration 75Q: 3 clusters Score -4.362172e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 404474 members 
Entering Unmasked Estep 
Score: -43621600.000000 Penalty: 6413.723633
	Iteration 76Q: 3 clusters Score -4.36216e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 404915 members 
Entering Unmasked Estep 
Score: -43621540.000000 Penalty: 6413.723633
	Iteration 77Q: 3 clusters Score -4.362154e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 405325 members 
Entering Unmasked Estep 
Score: -43621368.000000 Penalty: 6413.723633
	Iteration 78Q: 3 clusters Score -4.362137e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 405715 members 
Entering Unmasked Estep 
Score: -43621268.000000 Penalty: 6413.723633
	Iteration 79Q: 3 clusters Score -4.362127e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 406086 members 
Entering Unmasked Estep 
Score: -43621216.000000 Penalty: 6413.723633
	Iteration 80F: 3 clusters Score -4.362122e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 406446 members 
Entering Unmasked Estep 
Score: -43621132.000000 Penalty: 6413.723633
	Iteration 81Q: 3 clusters Score -4.362113e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 406785 members 
Entering Unmasked Estep 
Score: -43621068.000000 Penalty: 6413.723633
	Iteration 82Q: 3 clusters Score -4.362107e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 407112 members 
Entering Unmasked Estep 
Score: -43621036.000000 Penalty: 6413.723633
	Iteration 83Q: 3 clusters Score -4.362104e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 407452 members 
Entering Unmasked Estep 
Score: -43620848.000000 Penalty: 6413.723633
	Iteration 84Q: 3 clusters Score -4.362085e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 407755 members 
Entering Unmasked Estep 
Score: -43620796.000000 Penalty: 6413.723633
	Iteration 85Q: 3 clusters Score -4.36208e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 408024 members 
Entering Unmasked Estep 
Score: -43620692.000000 Penalty: 6413.723633
	Iteration 86Q: 3 clusters Score -4.362069e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 408265 members 
Entering Unmasked Estep 
Score: -43620712.000000 Penalty: 6413.723633
	Iteration 87Q: 3 clusters Score -4.362071e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 408490 members 
Entering Unmasked Estep 
Score: -43620592.000000 Penalty: 6413.723633
	Iteration 88Q: 3 clusters Score -4.362059e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 408716 members 
Entering Unmasked Estep 
Score: -43620532.000000 Penalty: 6413.723633
	Iteration 89Q: 3 clusters Score -4.362053e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 408921 members 
Entering Unmasked Estep 
Score: -43620500.000000 Penalty: 6413.723633
	Iteration 90Q: 3 clusters Score -4.36205e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 409095 members 
Entering Unmasked Estep 
Score: -43620412.000000 Penalty: 6413.723633
	Iteration 91Q: 3 clusters Score -4.362041e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 409268 members 
Entering Unmasked Estep 
Score: -43620364.000000 Penalty: 6413.723633
	Iteration 92Q: 3 clusters Score -4.362036e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 409433 members 
Entering Unmasked Estep 
Score: -43620272.000000 Penalty: 6413.723633
	Iteration 93Q: 3 clusters Score -4.362027e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 409597 members 
Entering Unmasked Estep 
Score: -43620200.000000 Penalty: 6413.723633
	Iteration 94Q: 3 clusters Score -4.36202e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 409752 members 
Entering Unmasked Estep 
Score: -43620176.000000 Penalty: 6413.723633
	Iteration 95Q: 3 clusters Score -4.362018e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 409897 members 
Entering Unmasked Estep 
Score: -43620136.000000 Penalty: 6413.723633
	Iteration 96Q: 3 clusters Score -4.362014e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 410036 members 
Entering Unmasked Estep 
Score: -43620024.000000 Penalty: 6413.723633
	Iteration 97Q: 3 clusters Score -4.362002e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 410153 members 
Entering Unmasked Estep 
Score: -43619992.000000 Penalty: 6413.723633
	Iteration 98Q: 3 clusters Score -4.361999e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 410278 members 
Entering Unmasked Estep 
Score: -43619984.000000 Penalty: 6413.723633
	Iteration 99Q: 3 clusters Score -4.361998e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 410395 members 
Entering Unmasked Estep 
Score: -43619972.000000 Penalty: 6413.723633
	Iteration 100F: 3 clusters Score -4.361997e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 410504 members 
Entering Unmasked Estep 
Score: -43619992.000000 Penalty: 6413.723633
	Iteration 101Q: 3 clusters Score -4.361999e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 410617 members 
Entering Unmasked Estep 
Score: -43619968.000000 Penalty: 6413.723633
	Iteration 102Q: 3 clusters Score -4.361997e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 410699 members 
Entering Unmasked Estep 
Score: -43619904.000000 Penalty: 6413.723633
	Iteration 103Q: 3 clusters Score -4.36199e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 410776 members 
Entering Unmasked Estep 
Score: -43619848.000000 Penalty: 6413.723633
	Iteration 104Q: 3 clusters Score -4.361985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 410841 members 
Entering Unmasked Estep 
Score: -43619808.000000 Penalty: 6413.723633
	Iteration 105Q: 3 clusters Score -4.361981e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 410902 members 
Entering Unmasked Estep 
Score: -43619788.000000 Penalty: 6413.723633
	Iteration 106Q: 3 clusters Score -4.361979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 410970 members 
Entering Unmasked Estep 
Score: -43619824.000000 Penalty: 6413.723633
	Iteration 107Q: 3 clusters Score -4.361982e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 411029 members 
Entering Unmasked Estep 
Score: -43619788.000000 Penalty: 6413.723633
	Iteration 108Q: 3 clusters Score -4.361979e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 411075 members 
Entering Unmasked Estep 
Score: -43619792.000000 Penalty: 6413.723633
	Iteration 109Q: 3 clusters Score -4.361979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 411120 members 
Entering Unmasked Estep 
Score: -43619804.000000 Penalty: 6413.723633
	Iteration 110Q: 3 clusters Score -4.36198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 411159 members 
Entering Unmasked Estep 
Score: -43619812.000000 Penalty: 6413.723633
	Iteration 111Q: 3 clusters Score -4.361981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 411201 members 
Entering Unmasked Estep 
Score: -43619872.000000 Penalty: 6413.723633
	Iteration 112Q: 3 clusters Score -4.361987e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 411239 members 
Entering Unmasked Estep 
Score: -43619828.000000 Penalty: 6413.723633
	Iteration 113Q: 3 clusters Score -4.361983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 411271 members 
Entering Unmasked Estep 
Score: -43619824.000000 Penalty: 6413.723633
	Iteration 114Q: 3 clusters Score -4.361982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 411311 members 
Entering Unmasked Estep 
Score: -43619800.000000 Penalty: 6413.723633
	Iteration 115Q: 3 clusters Score -4.36198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 411346 members 
Entering Unmasked Estep 
Score: -43619812.000000 Penalty: 6413.723633
	Iteration 116Q: 3 clusters Score -4.361981e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 411382 members 
Entering Unmasked Estep 
Score: -43619784.000000 Penalty: 6413.723633
	Iteration 117Q: 3 clusters Score -4.361978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 411410 members 
Entering Unmasked Estep 
Score: -43619796.000000 Penalty: 6413.723633
	Iteration 118Q: 3 clusters Score -4.36198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 411428 members 
Entering Unmasked Estep 
Score: -43619840.000000 Penalty: 6413.723633
	Iteration 119Q: 3 clusters Score -4.361984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 411448 members 
Entering Unmasked Estep 
Score: -43619848.000000 Penalty: 6413.723633
	Iteration 120F: 3 clusters Score -4.361985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 411470 members 
Entering Unmasked Estep 
Score: -43619840.000000 Penalty: 6413.723633
	Iteration 121Q: 3 clusters Score -4.361984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 411487 members 
Entering Unmasked Estep 
Score: -43619820.000000 Penalty: 6413.723633
	Iteration 122Q: 3 clusters Score -4.361982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 411497 members 
Entering Unmasked Estep 
Score: -43619828.000000 Penalty: 6413.723633
	Iteration 123Q: 3 clusters Score -4.361983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 411509 members 
Entering Unmasked Estep 
Score: -43619804.000000 Penalty: 6413.723633
	Iteration 124Q: 3 clusters Score -4.36198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 411518 members 
Entering Unmasked Estep 
Score: -43619808.000000 Penalty: 6413.723633
	Iteration 125Q: 3 clusters Score -4.361981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 411527 members 
Entering Unmasked Estep 
Score: -43619796.000000 Penalty: 6413.723633
	Iteration 126Q: 3 clusters Score -4.36198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 411529 members 
Entering Unmasked Estep 
Score: -43619792.000000 Penalty: 6413.723633
	Iteration 127Q: 3 clusters Score -4.361979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 411533 members 
Entering Unmasked Estep 
Score: -43619772.000000 Penalty: 6413.723633
	Iteration 128Q: 3 clusters Score -4.361977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 411538 members 
Entering Unmasked Estep 
Score: -43619792.000000 Penalty: 6413.723633
	Iteration 129Q: 3 clusters Score -4.361979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 411543 members 
Entering Unmasked Estep 
Score: -43619816.000000 Penalty: 6413.723633
	Iteration 130Q: 3 clusters Score -4.361982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 411548 members 
Entering Unmasked Estep 
Score: -43619828.000000 Penalty: 6413.723633
	Iteration 131Q: 3 clusters Score -4.361983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 411553 members 
Entering Unmasked Estep 
Score: -43619816.000000 Penalty: 6413.723633
	Iteration 132Q: 3 clusters Score -4.361982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 411560 members 
Entering Unmasked Estep 
Score: -43619788.000000 Penalty: 6413.723633
	Iteration 133Q: 3 clusters Score -4.361979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 411568 members 
Entering Unmasked Estep 
Score: -43619784.000000 Penalty: 6413.723633
	Iteration 134Q: 3 clusters Score -4.361978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 411576 members 
Entering Unmasked Estep 
Score: -43619788.000000 Penalty: 6413.723633
	Iteration 135Q: 3 clusters Score -4.361979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 411586 members 
Entering Unmasked Estep 
Score: -43619776.000000 Penalty: 6413.723633
	Iteration 136Q: 3 clusters Score -4.361978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 411591 members 
Entering Unmasked Estep 
Score: -43619788.000000 Penalty: 6413.723633
	Iteration 137Q: 3 clusters Score -4.361979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 411592 members 
Entering Unmasked Estep 
Score: -43619804.000000 Penalty: 6413.723633
	Iteration 138Q: 3 clusters Score -4.36198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 411594 members 
Entering Unmasked Estep 
Score: -43619768.000000 Penalty: 6413.723633
	Iteration 139Q: 3 clusters Score -4.361977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 411597 members 
Entering Unmasked Estep 
Score: -43619740.000000 Penalty: 6413.723633
	Iteration 140F: 3 clusters Score -4.361974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 411600 members 
Entering Unmasked Estep 
Score: -43619768.000000 Penalty: 6413.723633
	Iteration 141Q: 3 clusters Score -4.361977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 411601 members 
Entering Unmasked Estep 
Score: -43619760.000000 Penalty: 6413.723633
	Iteration 142Q: 3 clusters Score -4.361976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 411600 members 
Entering Unmasked Estep 
Score: -43619776.000000 Penalty: 6413.723633
	Iteration 143Q: 3 clusters Score -4.361978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 411600 members 
Entering Unmasked Estep 
Score: -43619792.000000 Penalty: 6413.723633
	Iteration 144Q: 3 clusters Score -4.361979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 411604 members 
Entering Unmasked Estep 
Score: -43619744.000000 Penalty: 6413.723633
	Iteration 145Q: 3 clusters Score -4.361974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 411606 members 
Entering Unmasked Estep 
Score: -43619764.000000 Penalty: 6413.723633
	Iteration 146Q: 3 clusters Score -4.361976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 411607 members 
Entering Unmasked Estep 
Score: -43619764.000000 Penalty: 6413.723633
	Iteration 147Q: 3 clusters Score -4.361976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 411609 members 
Entering Unmasked Estep 
Score: -43619780.000000 Penalty: 6413.723633
	Iteration 148Q: 3 clusters Score -4.361978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 411612 members 
Entering Unmasked Estep 
Score: -43619784.000000 Penalty: 6413.723633
	Iteration 149Q: 3 clusters Score -4.361978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 411612 members 
Entering Unmasked Estep 
Score: -43619792.000000 Penalty: 6413.723633
	Iteration 150Q: 3 clusters Score -4.361979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 411616 members 
Entering Unmasked Estep 
Score: -43619812.000000 Penalty: 6413.723633
	Iteration 151Q: 3 clusters Score -4.361981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 411616 members 
Entering Unmasked Estep 
Score: -43619828.000000 Penalty: 6413.723633
	Iteration 152Q: 3 clusters Score -4.361983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 411616 members 
Entering Unmasked Estep 
Score: -43619804.000000 Penalty: 6413.723633
	Iteration 153Q: 3 clusters Score -4.36198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 411616 members 
Entering Unmasked Estep 
Score: -43619796.000000 Penalty: 6413.723633
	Iteration 154Q: 3 clusters Score -4.36198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 411618 members 
Entering Unmasked Estep 
Score: -43619788.000000 Penalty: 6413.723633
	Iteration 155Q: 3 clusters Score -4.361979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 411619 members 
Entering Unmasked Estep 
Score: -43619804.000000 Penalty: 6413.723633
	Iteration 156Q: 3 clusters Score -4.36198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 411620 members 
Entering Unmasked Estep 
Score: -43619796.000000 Penalty: 6413.723633
	Iteration 157Q: 3 clusters Score -4.36198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 411622 members 
Entering Unmasked Estep 
Score: -43619820.000000 Penalty: 6413.723633
	Iteration 158Q: 3 clusters Score -4.361982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 411622 members 
Entering Unmasked Estep 
Score: -43619796.000000 Penalty: 6413.723633
	Iteration 159Q: 3 clusters Score -4.36198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 411622 members 
Entering Unmasked Estep 
Score: -43619796.000000 Penalty: 6413.723633
	Iteration 160F: 3 clusters Score -4.36198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -332962.875000 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -332962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -329494.656250 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -329494.7 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -330223.718750 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -330223.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -330382.281250 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -330382.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -330477.718750 Penalty: 4028.106934
	Iteration 3Q: 3 clusters Score -330477.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -330540.937500 Penalty: 4028.106934
	Iteration 4Q: 3 clusters Score -330540.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -330585.531250 Penalty: 4028.106934
	Iteration 5Q: 3 clusters Score -330585.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -330614.718750 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -330614.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -330655.062500 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -330655.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -330705.000000 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -330705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -330755.375000 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -330755.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -330805.875000 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -330805.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -330861.937500 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -330861.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -330909.937500 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -330909.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -330954.593750 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -330954.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -330997.031250 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -330997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -331038.906250 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -331038.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -331070.218750 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -331070.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -331098.968750 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -331099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -331122.437500 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -331122.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -331143.625000 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -331143.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -331162.437500 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -331162.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -331181.843750 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -331181.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -331198.687500 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -331198.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -331213.156250 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -331213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -331228.218750 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -331228.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -331244.343750 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -331244.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -331255.781250 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -331255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -331267.062500 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -331267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -331274.718750 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -331274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -331281.562500 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -331281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -331285.750000 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -331285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -331290.156250 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -331290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -331291.437500 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -331291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -331295.656250 Penalty: 4028.106934
	Iteration 33Q: 3 clusters Score -331295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -331301.781250 Penalty: 4028.106934
	Iteration 34Q: 3 clusters Score -331301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -331306.187500 Penalty: 4028.106934
	Iteration 35Q: 3 clusters Score -331306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -331311.000000 Penalty: 4028.106934
	Iteration 36Q: 3 clusters Score -331311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -331314.656250 Penalty: 4028.106934
	Iteration 37Q: 3 clusters Score -331314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -331318.375000 Penalty: 4028.106934
	Iteration 38Q: 3 clusters Score -331318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -331323.750000 Penalty: 4028.106934
	Iteration 39Q: 3 clusters Score -331323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -331331.875000 Penalty: 4028.106934
	Iteration 40F: 3 clusters Score -331331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -331338.906250 Penalty: 4028.106934
	Iteration 41Q: 3 clusters Score -331338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -331346.531250 Penalty: 4028.106934
	Iteration 42Q: 3 clusters Score -331346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -331351.843750 Penalty: 4028.106934
	Iteration 43Q: 3 clusters Score -331351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -331354.906250 Penalty: 4028.106934
	Iteration 44Q: 3 clusters Score -331354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -331356.156250 Penalty: 4028.106934
	Iteration 45Q: 3 clusters Score -331356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -331357.000000 Penalty: 4028.106934
	Iteration 46Q: 3 clusters Score -331357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -331357.000000 Penalty: 4028.106934
	Iteration 47F: 3 clusters Score -331357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41733.750000 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41733.75 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41892.472656 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41892.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41953.875000 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -41953.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41988.664062 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -41988.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42014.539062 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42014.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42030.425781 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42030.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42044.324219 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42044.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42050.308594 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42050.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42058.921875 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42058.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42077.746094 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42077.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42099.062500 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42099.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42115.359375 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42115.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42124.269531 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42124.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42144.640625 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42144.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42168.226562 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42168.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42178.273438 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -42178.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42186.562500 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -42186.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42198.199219 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -42198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42214.519531 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -42214.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42219.644531 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -42219.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42219.644531 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -42219.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Entering Unmasked Estep 
Score: -4966948.500000 Penalty: 2663.438965
	Iteration 0F: 2 clusters Score -4966948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4936044.500000 Penalty: 5326.877930
	Iteration 0F: 3 clusters Score -4936044 nChanged 21065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4947502.000000 Penalty: 5326.877930
	Iteration 1F: 3 clusters Score -4947502 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4948062.000000 Penalty: 5326.877930
	Iteration 2Q: 3 clusters Score -4948062 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4948532.000000 Penalty: 5326.877930
	Iteration 3Q: 3 clusters Score -4948532 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4949055.500000 Penalty: 5326.877930
	Iteration 4Q: 3 clusters Score -4949056 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4949679.500000 Penalty: 5326.877930
	Iteration 5Q: 3 clusters Score -4949680 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4950328.500000 Penalty: 5326.877930
	Iteration 6Q: 3 clusters Score -4950328 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4951221.500000 Penalty: 5326.877930
	Iteration 7Q: 3 clusters Score -4951222 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4952486.500000 Penalty: 5326.877930
	Iteration 8F: 3 clusters Score -4952486 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4954411.000000 Penalty: 5326.877930
	Iteration 9F: 3 clusters Score -4954411 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4956997.500000 Penalty: 5326.877930
	Iteration 10F: 3 clusters Score -4956998 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4959836.500000 Penalty: 5326.877930
	Iteration 11F: 3 clusters Score -4959836 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4962055.500000 Penalty: 5326.877930
	Iteration 12F: 3 clusters Score -4962056 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4963377.500000 Penalty: 5326.877930
	Iteration 13Q: 3 clusters Score -4963378 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4964098.000000 Penalty: 5326.877930
	Iteration 14Q: 3 clusters Score -4964098 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4964510.000000 Penalty: 5326.877930
	Iteration 15Q: 3 clusters Score -4964510 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4964758.000000 Penalty: 5326.877930
	Iteration 16Q: 3 clusters Score -4964758 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4964982.000000 Penalty: 5326.877930
	Iteration 17Q: 3 clusters Score -4964982 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4965097.500000 Penalty: 5326.877930
	Iteration 18Q: 3 clusters Score -4965098 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4965155.000000 Penalty: 5326.877930
	Iteration 19Q: 3 clusters Score -4965155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4965209.000000 Penalty: 5326.877930
	Iteration 20F: 3 clusters Score -4965209 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4965269.500000 Penalty: 5326.877930
	Iteration 21Q: 3 clusters Score -4965270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4965289.500000 Penalty: 5326.877930
	Iteration 22Q: 3 clusters Score -4965290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4965313.000000 Penalty: 5326.877930
	Iteration 23Q: 3 clusters Score -4965313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4965322.000000 Penalty: 5326.877930
	Iteration 24Q: 3 clusters Score -4965322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4965331.500000 Penalty: 5326.877930
	Iteration 25Q: 3 clusters Score -4965332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4965335.500000 Penalty: 5326.877930
	Iteration 26Q: 3 clusters Score -4965336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4965341.500000 Penalty: 5326.877930
	Iteration 27Q: 3 clusters Score -4965342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4965347.500000 Penalty: 5326.877930
	Iteration 28Q: 3 clusters Score -4965348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4965355.000000 Penalty: 5326.877930
	Iteration 29Q: 3 clusters Score -4965355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4965352.000000 Penalty: 5326.877930
	Iteration 30Q: 3 clusters Score -4965352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4965347.000000 Penalty: 5326.877930
	Iteration 31Q: 3 clusters Score -4965347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4965346.500000 Penalty: 5326.877930
	Iteration 32Q: 3 clusters Score -4965346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4965347.000000 Penalty: 5326.877930
	Iteration 33Q: 3 clusters Score -4965347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4965353.500000 Penalty: 5326.877930
	Iteration 34Q: 3 clusters Score -4965354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4965360.000000 Penalty: 5326.877930
	Iteration 35Q: 3 clusters Score -4965360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4965351.000000 Penalty: 5326.877930
	Iteration 36Q: 3 clusters Score -4965351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4965362.500000 Penalty: 5326.877930
	Iteration 37Q: 3 clusters Score -4965362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4965356.500000 Penalty: 5326.877930
	Iteration 38Q: 3 clusters Score -4965356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4965361.000000 Penalty: 5326.877930
	Iteration 39Q: 3 clusters Score -4965361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4965366.500000 Penalty: 5326.877930
	Iteration 40F: 3 clusters Score -4965366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4965371.000000 Penalty: 5326.877930
	Iteration 41Q: 3 clusters Score -4965371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4965370.500000 Penalty: 5326.877930
	Iteration 42Q: 3 clusters Score -4965370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4965372.500000 Penalty: 5326.877930
	Iteration 43Q: 3 clusters Score -4965372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4965372.000000 Penalty: 5326.877930
	Iteration 44Q: 3 clusters Score -4965372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4965371.000000 Penalty: 5326.877930
	Iteration 45Q: 3 clusters Score -4965371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4965370.000000 Penalty: 5326.877930
	Iteration 46Q: 3 clusters Score -4965370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4965371.000000 Penalty: 5326.877930
	Iteration 47Q: 3 clusters Score -4965371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4965379.500000 Penalty: 5326.877930
	Iteration 48Q: 3 clusters Score -4965380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4965378.500000 Penalty: 5326.877930
	Iteration 49Q: 3 clusters Score -4965378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4965378.500000 Penalty: 5326.877930
	Iteration 50F: 3 clusters Score -4965378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (322845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322845 members 
Entering Unmasked Estep 
Score: -34291720.000000 Penalty: 3145.862061
	Iteration 0F: 2 clusters Score -3.429172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -34083728.000000 Penalty: 6291.724121
	Iteration 0F: 3 clusters Score -3.408373e+07 nChanged 156753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 177491 members 
Entering Unmasked Estep 
Score: -34178884.000000 Penalty: 6291.724121
	Iteration 1F: 3 clusters Score -3.417888e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 186270 members 
Entering Unmasked Estep 
Score: -34182688.000000 Penalty: 6291.724121
	Iteration 2Q: 3 clusters Score -3.418269e+07 nChanged 15406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 199014 members 
Entering Unmasked Estep 
Score: -34189000.000000 Penalty: 6291.724121
	Iteration 3Q: 3 clusters Score -3.4189e+07 nChanged 19280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 216002 members 
Entering Unmasked Estep 
Score: -34199632.000000 Penalty: 6291.724121
	Iteration 4F: 3 clusters Score -3.419963e+07 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 236678 members 
Entering Unmasked Estep 
Score: -34213940.000000 Penalty: 6291.724121
	Iteration 5F: 3 clusters Score -3.421394e+07 nChanged 23179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 258733 members 
Entering Unmasked Estep 
Score: -34231248.000000 Penalty: 6291.724121
	Iteration 6F: 3 clusters Score -3.423125e+07 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 278946 members 
Entering Unmasked Estep 
Score: -34248200.000000 Penalty: 6291.724121
	Iteration 7F: 3 clusters Score -3.42482e+07 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 294709 members 
Entering Unmasked Estep 
Score: -34262224.000000 Penalty: 6291.724121
	Iteration 8Q: 3 clusters Score -3.426222e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 305576 members 
Entering Unmasked Estep 
Score: -34272540.000000 Penalty: 6291.724121
	Iteration 9Q: 3 clusters Score -3.427254e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 312480 members 
Entering Unmasked Estep 
Score: -34279036.000000 Penalty: 6291.724121
	Iteration 10Q: 3 clusters Score -3.427904e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 316501 members 
Entering Unmasked Estep 
Score: -34283108.000000 Penalty: 6291.724121
	Iteration 11Q: 3 clusters Score -3.428311e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 318830 members 
Entering Unmasked Estep 
Score: -34285508.000000 Penalty: 6291.724121
	Iteration 12Q: 3 clusters Score -3.428551e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 320112 members 
Entering Unmasked Estep 
Score: -34286824.000000 Penalty: 6291.724121
	Iteration 13Q: 3 clusters Score -3.428682e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 320821 members 
Entering Unmasked Estep 
Score: -34287540.000000 Penalty: 6291.724121
	Iteration 14Q: 3 clusters Score -3.428754e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 321229 members 
Entering Unmasked Estep 
Score: -34288064.000000 Penalty: 6291.724121
	Iteration 15Q: 3 clusters Score -3.428806e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 321483 members 
Entering Unmasked Estep 
Score: -34288312.000000 Penalty: 6291.724121
	Iteration 16Q: 3 clusters Score -3.428831e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 321630 members 
Entering Unmasked Estep 
Score: -34288456.000000 Penalty: 6291.724121
	Iteration 17Q: 3 clusters Score -3.428846e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 321728 members 
Entering Unmasked Estep 
Score: -34288512.000000 Penalty: 6291.724121
	Iteration 18Q: 3 clusters Score -3.428851e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 321796 members 
Entering Unmasked Estep 
Score: -34288636.000000 Penalty: 6291.724121
	Iteration 19Q: 3 clusters Score -3.428864e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 321835 members 
Entering Unmasked Estep 
Score: -34288636.000000 Penalty: 6291.724121
	Iteration 20F: 3 clusters Score -3.428864e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 321859 members 
Entering Unmasked Estep 
Score: -34288724.000000 Penalty: 6291.724121
	Iteration 21Q: 3 clusters Score -3.428872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 321883 members 
Entering Unmasked Estep 
Score: -34288752.000000 Penalty: 6291.724121
	Iteration 22Q: 3 clusters Score -3.428875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 321906 members 
Entering Unmasked Estep 
Score: -34288784.000000 Penalty: 6291.724121
	Iteration 23Q: 3 clusters Score -3.428878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 321927 members 
Entering Unmasked Estep 
Score: -34288784.000000 Penalty: 6291.724121
	Iteration 24Q: 3 clusters Score -3.428878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 321939 members 
Entering Unmasked Estep 
Score: -34288792.000000 Penalty: 6291.724121
	Iteration 25Q: 3 clusters Score -3.428879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 321952 members 
Entering Unmasked Estep 
Score: -34288796.000000 Penalty: 6291.724121
	Iteration 26Q: 3 clusters Score -3.42888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 321960 members 
Entering Unmasked Estep 
Score: -34288816.000000 Penalty: 6291.724121
	Iteration 27Q: 3 clusters Score -3.428882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 321968 members 
Entering Unmasked Estep 
Score: -34288836.000000 Penalty: 6291.724121
	Iteration 28Q: 3 clusters Score -3.428884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 321970 members 
Entering Unmasked Estep 
Score: -34288832.000000 Penalty: 6291.724121
	Iteration 29Q: 3 clusters Score -3.428883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 321975 members 
Entering Unmasked Estep 
Score: -34288840.000000 Penalty: 6291.724121
	Iteration 30Q: 3 clusters Score -3.428884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 321983 members 
Entering Unmasked Estep 
Score: -34288844.000000 Penalty: 6291.724121
	Iteration 31Q: 3 clusters Score -3.428884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 321990 members 
Entering Unmasked Estep 
Score: -34288844.000000 Penalty: 6291.724121
	Iteration 32Q: 3 clusters Score -3.428884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 321994 members 
Entering Unmasked Estep 
Score: -34288880.000000 Penalty: 6291.724121
	Iteration 33Q: 3 clusters Score -3.428888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 321999 members 
Entering Unmasked Estep 
Score: -34288868.000000 Penalty: 6291.724121
	Iteration 34Q: 3 clusters Score -3.428887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 322002 members 
Entering Unmasked Estep 
Score: -34288900.000000 Penalty: 6291.724121
	Iteration 35Q: 3 clusters Score -3.42889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34288884.000000 Penalty: 6291.724121
	Iteration 36Q: 3 clusters Score -3.428888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34288876.000000 Penalty: 6291.724121
	Iteration 37Q: 3 clusters Score -3.428888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34288876.000000 Penalty: 6291.724121
	Iteration 38F: 3 clusters Score -3.428888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45277.265625 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45277.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43763.160156 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43763.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43938.765625 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43938.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44003.007812 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -44003.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44026.589844 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44026.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44045.351562 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44045.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44053.253906 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44053.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44056.773438 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44056.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44060.128906 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44060.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44061.074219 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -44061.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44061.074219 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -44061.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -108155.546875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -108155.5 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 576 members 
Entering Unmasked Estep 
Score: -106137.234375 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -106137.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -106410.398438 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -106410.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106469.875000 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -106469.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106504.648438 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -106504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106531.664062 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -106531.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106543.875000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -106543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106557.468750 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -106557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106568.648438 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -106568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106582.257812 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -106582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106595.085938 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -106595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106601.789062 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -106601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106611.625000 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -106611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106617.656250 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -106617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106624.312500 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -106624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106629.414062 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -106629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106630.523438 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -106630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106631.492188 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -106631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106632.437500 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -106632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106632.437500 Penalty: 3483.342529
	Iteration 18F: 3 clusters Score -106632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78205.296875 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78205.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78613.312500 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78613.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78880.203125 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78880.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78959.593750 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -78959.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79039.187500 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -79039.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79158.648438 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -79158.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79348.890625 Penalty: 3376.187500
	Iteration 6F: 3 clusters Score -79348.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79661.335938 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79661.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80112.718750 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -80112.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80706.992188 Penalty: 3376.187500
	Iteration 9F: 3 clusters Score -80706.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80953.117188 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -80953.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 12F: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 194126 members 
Mstep: Class 3 contains 267405 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29675 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65587 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412873 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322845 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 517 members 
Entering Unmasked Estep 
Score: -158371024.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158371824.000000 to -158371024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 194126 members 
Mstep: Class 3 contains 267405 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29675 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65587 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412873 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322845 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 84740.203125
Iteration 239Q: 25 clusters Score -1.583719e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 194157 members 
Mstep: Class 3 contains 267382 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29674 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35387 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65610 members 
Mstep: Class 13 contains 16656 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 12781 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412859 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322826 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 84740.203125
Iteration 240F: 25 clusters Score -1.583718e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 194183 members 
Mstep: Class 3 contains 267366 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35389 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65647 members 
Mstep: Class 13 contains 16622 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12792 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412846 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46148 members 
Mstep: Class 21 contains 322811 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 84740.203125
Iteration 241Q: 25 clusters Score -1.583718e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 194210 members 
Mstep: Class 3 contains 267341 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6686 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35387 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65671 members 
Mstep: Class 13 contains 16596 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412842 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46147 members 
Mstep: Class 21 contains 322801 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372016.000000 Penalty: 84740.203125
Iteration 242Q: 25 clusters Score -1.58372e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 194234 members 
Mstep: Class 3 contains 267316 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 6686 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35387 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65701 members 
Mstep: Class 13 contains 16574 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412826 members 
Mstep: Class 18 contains 3394 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 322790 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372016.000000 Penalty: 84740.203125
Iteration 243Q: 25 clusters Score -1.58372e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 194263 members 
Mstep: Class 3 contains 267292 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29677 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35389 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65725 members 
Mstep: Class 13 contains 16549 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412818 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 322778 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372016.000000 Penalty: 84740.203125
Iteration 244Q: 25 clusters Score -1.58372e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 194294 members 
Mstep: Class 3 contains 267269 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 6679 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29678 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35393 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65753 members 
Mstep: Class 13 contains 16523 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412815 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46149 members 
Mstep: Class 21 contains 322757 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 245Q: 25 clusters Score -1.583719e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 194311 members 
Mstep: Class 3 contains 267246 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29681 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35395 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65784 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412808 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322755 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372032.000000 Penalty: 84740.203125
Iteration 246Q: 25 clusters Score -1.58372e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 194334 members 
Mstep: Class 3 contains 267215 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29681 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35398 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65809 members 
Mstep: Class 13 contains 16472 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412791 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322761 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372080.000000 Penalty: 84740.203125
Iteration 247Q: 25 clusters Score -1.583721e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 194354 members 
Mstep: Class 3 contains 267189 members 
Mstep: Class 4 contains 9747 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29679 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35399 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65829 members 
Mstep: Class 13 contains 16454 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412770 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322767 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372000.000000 Penalty: 84740.203125
Iteration 248Q: 25 clusters Score -1.58372e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 194368 members 
Mstep: Class 3 contains 267164 members 
Mstep: Class 4 contains 9747 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29681 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35400 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65848 members 
Mstep: Class 13 contains 16437 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412753 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46149 members 
Mstep: Class 21 contains 322778 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372016.000000 Penalty: 84740.203125
Iteration 249Q: 25 clusters Score -1.58372e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 194378 members 
Mstep: Class 3 contains 267150 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35402 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65873 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12856 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412729 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46148 members 
Mstep: Class 21 contains 322793 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372064.000000 Penalty: 84740.203125
Iteration 250Q: 25 clusters Score -1.583721e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 194390 members 
Mstep: Class 3 contains 267139 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65892 members 
Mstep: Class 13 contains 16397 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12860 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412713 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46148 members 
Mstep: Class 21 contains 322802 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 84740.203125
Iteration 251Q: 25 clusters Score -1.583722e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 194402 members 
Mstep: Class 3 contains 267121 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29681 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65917 members 
Mstep: Class 13 contains 16366 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412709 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46147 members 
Mstep: Class 21 contains 322810 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372256.000000 Penalty: 84740.203125
Iteration 252Q: 25 clusters Score -1.583723e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 194413 members 
Mstep: Class 3 contains 267121 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35399 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65943 members 
Mstep: Class 13 contains 16340 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12874 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412692 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46145 members 
Mstep: Class 21 contains 322811 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372192.000000 Penalty: 84740.203125
Iteration 253Q: 25 clusters Score -1.583722e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 194418 members 
Mstep: Class 3 contains 267115 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35400 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 65983 members 
Mstep: Class 13 contains 16304 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412685 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 322808 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 254Q: 25 clusters Score -1.583719e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 194430 members 
Mstep: Class 3 contains 267101 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35400 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66015 members 
Mstep: Class 13 contains 16271 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12884 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412681 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46149 members 
Mstep: Class 21 contains 322808 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371840.000000 Penalty: 84740.203125
Iteration 255Q: 25 clusters Score -1.583718e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 194438 members 
Mstep: Class 3 contains 267091 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29686 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66035 members 
Mstep: Class 13 contains 16252 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412676 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322815 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371856.000000 Penalty: 84740.203125
Iteration 256Q: 25 clusters Score -1.583719e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 194448 members 
Mstep: Class 3 contains 267083 members 
Mstep: Class 4 contains 9730 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66064 members 
Mstep: Class 13 contains 16225 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412668 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322817 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 84740.203125
Iteration 257Q: 25 clusters Score -1.583718e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 194461 members 
Mstep: Class 3 contains 267074 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66097 members 
Mstep: Class 13 contains 16196 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412653 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322815 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371984.000000 Penalty: 84740.203125
Iteration 258Q: 25 clusters Score -1.58372e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 194463 members 
Mstep: Class 3 contains 267068 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6615 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35402 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66129 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412650 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 322812 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371904.000000 Penalty: 84740.203125
Iteration 259Q: 25 clusters Score -1.583719e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 194475 members 
Mstep: Class 3 contains 267065 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29682 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35402 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66162 members 
Mstep: Class 13 contains 16145 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12890 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412643 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 322805 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 84740.203125
Iteration 260F: 25 clusters Score -1.583719e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 194485 members 
Mstep: Class 3 contains 267056 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29681 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35403 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66190 members 
Mstep: Class 13 contains 16119 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412650 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 322791 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 261Q: 25 clusters Score -1.583719e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 194496 members 
Mstep: Class 3 contains 267044 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35404 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66220 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12902 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412653 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 322777 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 262Q: 25 clusters Score -1.583719e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 194505 members 
Mstep: Class 3 contains 267029 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6590 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29686 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35404 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66241 members 
Mstep: Class 13 contains 16076 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12912 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412657 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 322769 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 84740.203125
Iteration 263Q: 25 clusters Score -1.583719e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 194523 members 
Mstep: Class 3 contains 267022 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6584 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66258 members 
Mstep: Class 13 contains 16061 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412650 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 322762 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371952.000000 Penalty: 84740.203125
Iteration 264Q: 25 clusters Score -1.58372e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 194543 members 
Mstep: Class 3 contains 267014 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6579 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66274 members 
Mstep: Class 13 contains 16044 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412641 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 322752 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371952.000000 Penalty: 84740.203125
Iteration 265Q: 25 clusters Score -1.58372e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 194557 members 
Mstep: Class 3 contains 267008 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6573 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66290 members 
Mstep: Class 13 contains 16034 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12934 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412634 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 322735 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372080.000000 Penalty: 84740.203125
Iteration 266Q: 25 clusters Score -1.583721e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 194574 members 
Mstep: Class 3 contains 267005 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6569 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66304 members 
Mstep: Class 13 contains 16024 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 12943 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412621 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 322720 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372080.000000 Penalty: 84740.203125
Iteration 267Q: 25 clusters Score -1.583721e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 194591 members 
Mstep: Class 3 contains 266993 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6567 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66313 members 
Mstep: Class 13 contains 16014 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412621 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 322702 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 84740.203125
Iteration 268Q: 25 clusters Score -1.583721e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 194601 members 
Mstep: Class 3 contains 266990 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66322 members 
Mstep: Class 13 contains 16009 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12958 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412615 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46159 members 
Mstep: Class 21 contains 322686 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 84740.203125
Iteration 269Q: 25 clusters Score -1.583721e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 194610 members 
Mstep: Class 3 contains 266981 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66326 members 
Mstep: Class 13 contains 16009 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412612 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 322673 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372048.000000 Penalty: 84740.203125
Iteration 270Q: 25 clusters Score -1.58372e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 194621 members 
Mstep: Class 3 contains 266973 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66331 members 
Mstep: Class 13 contains 16007 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412602 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46165 members 
Mstep: Class 21 contains 322668 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 84740.203125
Iteration 271Q: 25 clusters Score -1.583721e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 194629 members 
Mstep: Class 3 contains 266966 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66340 members 
Mstep: Class 13 contains 16001 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12982 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412601 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46164 members 
Mstep: Class 21 contains 322659 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 84740.203125
Iteration 272Q: 25 clusters Score -1.583721e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 194643 members 
Mstep: Class 3 contains 266958 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35411 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66349 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412595 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46161 members 
Mstep: Class 21 contains 322643 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 84740.203125
Iteration 273Q: 25 clusters Score -1.583722e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 194662 members 
Mstep: Class 3 contains 266943 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66356 members 
Mstep: Class 13 contains 15993 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412587 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 322645 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372192.000000 Penalty: 84740.203125
Iteration 274Q: 25 clusters Score -1.583722e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 194682 members 
Mstep: Class 3 contains 266917 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28859 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66361 members 
Mstep: Class 13 contains 15989 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 12998 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412589 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 322643 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 84740.203125
Iteration 275Q: 25 clusters Score -1.583722e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 194694 members 
Mstep: Class 3 contains 266910 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29681 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66365 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13004 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412587 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 322630 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372192.000000 Penalty: 84740.203125
Iteration 276Q: 25 clusters Score -1.583722e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 194710 members 
Mstep: Class 3 contains 266901 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 15985 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412580 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 322628 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372256.000000 Penalty: 84740.203125
Iteration 277Q: 25 clusters Score -1.583723e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 194732 members 
Mstep: Class 3 contains 266888 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66371 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13010 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412571 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 322624 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372304.000000 Penalty: 84740.203125
Iteration 278Q: 25 clusters Score -1.583723e+08 nChanged 90
Entering ConstructFrom: 
Score: -158372304.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (61527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Entering Unmasked Estep 
Score: -6632130.500000 Penalty: 2734.753418
	Iteration 0F: 2 clusters Score -6632130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -6590888.000000 Penalty: 5469.506836
	Iteration 0F: 3 clusters Score -6590888 nChanged 28539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -6606959.500000 Penalty: 5469.506836
	Iteration 1F: 3 clusters Score -6606960 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -6607765.500000 Penalty: 5469.506836
	Iteration 2Q: 3 clusters Score -6607766 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -6608874.000000 Penalty: 5469.506836
	Iteration 3Q: 3 clusters Score -6608874 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -6610367.500000 Penalty: 5469.506836
	Iteration 4Q: 3 clusters Score -6610368 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -6612278.000000 Penalty: 5469.506836
	Iteration 5F: 3 clusters Score -6612278 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6614787.000000 Penalty: 5469.506836
	Iteration 6F: 3 clusters Score -6614787 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -6617980.500000 Penalty: 5469.506836
	Iteration 7F: 3 clusters Score -6617980 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -6620986.000000 Penalty: 5469.506836
	Iteration 8F: 3 clusters Score -6620986 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -6623352.000000 Penalty: 5469.506836
	Iteration 9F: 3 clusters Score -6623352 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -6624948.000000 Penalty: 5469.506836
	Iteration 10Q: 3 clusters Score -6624948 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -6625882.500000 Penalty: 5469.506836
	Iteration 11Q: 3 clusters Score -6625882 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -6626491.000000 Penalty: 5469.506836
	Iteration 12Q: 3 clusters Score -6626491 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -6626977.000000 Penalty: 5469.506836
	Iteration 13Q: 3 clusters Score -6626977 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -6627353.000000 Penalty: 5469.506836
	Iteration 14Q: 3 clusters Score -6627353 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -6627675.500000 Penalty: 5469.506836
	Iteration 15Q: 3 clusters Score -6627676 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -6627912.500000 Penalty: 5469.506836
	Iteration 16Q: 3 clusters Score -6627912 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6628162.000000 Penalty: 5469.506836
	Iteration 17Q: 3 clusters Score -6628162 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -6628445.500000 Penalty: 5469.506836
	Iteration 18Q: 3 clusters Score -6628446 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -6628665.500000 Penalty: 5469.506836
	Iteration 19Q: 3 clusters Score -6628666 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -6628849.000000 Penalty: 5469.506836
	Iteration 20F: 3 clusters Score -6628849 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -6629061.500000 Penalty: 5469.506836
	Iteration 21Q: 3 clusters Score -6629062 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -6629294.000000 Penalty: 5469.506836
	Iteration 22Q: 3 clusters Score -6629294 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6629478.000000 Penalty: 5469.506836
	Iteration 23Q: 3 clusters Score -6629478 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -6629646.000000 Penalty: 5469.506836
	Iteration 24Q: 3 clusters Score -6629646 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6629787.000000 Penalty: 5469.506836
	Iteration 25Q: 3 clusters Score -6629787 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6629914.000000 Penalty: 5469.506836
	Iteration 26Q: 3 clusters Score -6629914 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6630025.000000 Penalty: 5469.506836
	Iteration 27Q: 3 clusters Score -6630025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -6630146.500000 Penalty: 5469.506836
	Iteration 28Q: 3 clusters Score -6630146 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -6630243.500000 Penalty: 5469.506836
	Iteration 29Q: 3 clusters Score -6630244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6630310.000000 Penalty: 5469.506836
	Iteration 30Q: 3 clusters Score -6630310 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6630376.500000 Penalty: 5469.506836
	Iteration 31Q: 3 clusters Score -6630376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6630456.500000 Penalty: 5469.506836
	Iteration 32Q: 3 clusters Score -6630456 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6630519.000000 Penalty: 5469.506836
	Iteration 33Q: 3 clusters Score -6630519 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6630574.500000 Penalty: 5469.506836
	Iteration 34Q: 3 clusters Score -6630574 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6630587.500000 Penalty: 5469.506836
	Iteration 35Q: 3 clusters Score -6630588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6630633.500000 Penalty: 5469.506836
	Iteration 36Q: 3 clusters Score -6630634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6630657.500000 Penalty: 5469.506836
	Iteration 37Q: 3 clusters Score -6630658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6630672.500000 Penalty: 5469.506836
	Iteration 38Q: 3 clusters Score -6630672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6630687.000000 Penalty: 5469.506836
	Iteration 39Q: 3 clusters Score -6630687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6630699.000000 Penalty: 5469.506836
	Iteration 40F: 3 clusters Score -6630699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6630695.000000 Penalty: 5469.506836
	Iteration 41Q: 3 clusters Score -6630695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6630717.000000 Penalty: 5469.506836
	Iteration 42Q: 3 clusters Score -6630717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6630719.500000 Penalty: 5469.506836
	Iteration 43Q: 3 clusters Score -6630720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6630725.500000 Penalty: 5469.506836
	Iteration 44Q: 3 clusters Score -6630726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6630747.500000 Penalty: 5469.506836
	Iteration 45Q: 3 clusters Score -6630748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6630744.000000 Penalty: 5469.506836
	Iteration 46Q: 3 clusters Score -6630744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6630748.000000 Penalty: 5469.506836
	Iteration 47Q: 3 clusters Score -6630748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6630740.500000 Penalty: 5469.506836
	Iteration 48Q: 3 clusters Score -6630740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6630746.000000 Penalty: 5469.506836
	Iteration 49Q: 3 clusters Score -6630746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6630747.000000 Penalty: 5469.506836
	Iteration 50Q: 3 clusters Score -6630747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6630760.500000 Penalty: 5469.506836
	Iteration 51Q: 3 clusters Score -6630760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6630760.000000 Penalty: 5469.506836
	Iteration 52Q: 3 clusters Score -6630760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6630765.500000 Penalty: 5469.506836
	Iteration 53Q: 3 clusters Score -6630766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6630765.000000 Penalty: 5469.506836
	Iteration 54Q: 3 clusters Score -6630765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6630764.000000 Penalty: 5469.506836
	Iteration 55Q: 3 clusters Score -6630764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6630763.000000 Penalty: 5469.506836
	Iteration 56Q: 3 clusters Score -6630763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6630766.000000 Penalty: 5469.506836
	Iteration 57Q: 3 clusters Score -6630766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6630770.500000 Penalty: 5469.506836
	Iteration 58Q: 3 clusters Score -6630770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6630767.000000 Penalty: 5469.506836
	Iteration 59Q: 3 clusters Score -6630767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6630766.000000 Penalty: 5469.506836
	Iteration 60F: 3 clusters Score -6630766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (194752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194752 members 
Entering Unmasked Estep 
Score: -20766692.000000 Penalty: 3020.511719
	Iteration 0F: 2 clusters Score -2.076669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -20637046.000000 Penalty: 6041.023438
	Iteration 0F: 3 clusters Score -2.063705e+07 nChanged 94046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -20693118.000000 Penalty: 6041.023438
	Iteration 1F: 3 clusters Score -2.069312e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -20695508.000000 Penalty: 6041.023438
	Iteration 2Q: 3 clusters Score -2.069551e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -20698712.000000 Penalty: 6041.023438
	Iteration 3Q: 3 clusters Score -2.069871e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -20703200.000000 Penalty: 6041.023438
	Iteration 4Q: 3 clusters Score -2.07032e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -20709892.000000 Penalty: 6041.023438
	Iteration 5F: 3 clusters Score -2.070989e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -20718976.000000 Penalty: 6041.023438
	Iteration 6F: 3 clusters Score -2.071898e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -20730166.000000 Penalty: 6041.023438
	Iteration 7F: 3 clusters Score -2.073017e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -20740642.000000 Penalty: 6041.023438
	Iteration 8F: 3 clusters Score -2.074064e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -20746566.000000 Penalty: 6041.023438
	Iteration 9F: 3 clusters Score -2.074657e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -20748976.000000 Penalty: 6041.023438
	Iteration 10Q: 3 clusters Score -2.074898e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135629 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -20750200.000000 Penalty: 6041.023438
	Iteration 11Q: 3 clusters Score -2.07502e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138827 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -20751400.000000 Penalty: 6041.023438
	Iteration 12Q: 3 clusters Score -2.07514e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -20752554.000000 Penalty: 6041.023438
	Iteration 13Q: 3 clusters Score -2.075255e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -20753532.000000 Penalty: 6041.023438
	Iteration 14Q: 3 clusters Score -2.075353e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -20754326.000000 Penalty: 6041.023438
	Iteration 15Q: 3 clusters Score -2.075433e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -20755228.000000 Penalty: 6041.023438
	Iteration 16Q: 3 clusters Score -2.075523e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -20756314.000000 Penalty: 6041.023438
	Iteration 17Q: 3 clusters Score -2.075631e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -20757258.000000 Penalty: 6041.023438
	Iteration 18Q: 3 clusters Score -2.075726e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -20758256.000000 Penalty: 6041.023438
	Iteration 19Q: 3 clusters Score -2.075826e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -20759256.000000 Penalty: 6041.023438
	Iteration 20F: 3 clusters Score -2.075926e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -20760168.000000 Penalty: 6041.023438
	Iteration 21Q: 3 clusters Score -2.076017e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -20760876.000000 Penalty: 6041.023438
	Iteration 22Q: 3 clusters Score -2.076088e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -20761654.000000 Penalty: 6041.023438
	Iteration 23Q: 3 clusters Score -2.076165e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -20762378.000000 Penalty: 6041.023438
	Iteration 24Q: 3 clusters Score -2.076238e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174297 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -20762966.000000 Penalty: 6041.023438
	Iteration 25Q: 3 clusters Score -2.076297e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -20763528.000000 Penalty: 6041.023438
	Iteration 26Q: 3 clusters Score -2.076353e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177512 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -20764020.000000 Penalty: 6041.023438
	Iteration 27Q: 3 clusters Score -2.076402e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178911 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -20764508.000000 Penalty: 6041.023438
	Iteration 28Q: 3 clusters Score -2.076451e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -20764940.000000 Penalty: 6041.023438
	Iteration 29Q: 3 clusters Score -2.076494e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181356 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -20765216.000000 Penalty: 6041.023438
	Iteration 30Q: 3 clusters Score -2.076522e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182372 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -20765460.000000 Penalty: 6041.023438
	Iteration 31Q: 3 clusters Score -2.076546e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -20765722.000000 Penalty: 6041.023438
	Iteration 32Q: 3 clusters Score -2.076572e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184049 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -20765904.000000 Penalty: 6041.023438
	Iteration 33Q: 3 clusters Score -2.07659e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184740 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -20766088.000000 Penalty: 6041.023438
	Iteration 34Q: 3 clusters Score -2.076609e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185371 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -20766350.000000 Penalty: 6041.023438
	Iteration 35Q: 3 clusters Score -2.076635e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185939 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -20766506.000000 Penalty: 6041.023438
	Iteration 36Q: 3 clusters Score -2.076651e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -20766614.000000 Penalty: 6041.023438
	Iteration 37Q: 3 clusters Score -2.076661e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186890 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -20766684.000000 Penalty: 6041.023438
	Iteration 38Q: 3 clusters Score -2.076668e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -20766818.000000 Penalty: 6041.023438
	Iteration 39Q: 3 clusters Score -2.076682e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -20766926.000000 Penalty: 6041.023438
	Iteration 40F: 3 clusters Score -2.076693e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -20766916.000000 Penalty: 6041.023438
	Iteration 41Q: 3 clusters Score -2.076692e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188035 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -20766938.000000 Penalty: 6041.023438
	Iteration 42Q: 3 clusters Score -2.076694e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188237 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -20766962.000000 Penalty: 6041.023438
	Iteration 43Q: 3 clusters Score -2.076696e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -20767004.000000 Penalty: 6041.023438
	Iteration 44Q: 3 clusters Score -2.0767e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188559 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -20767016.000000 Penalty: 6041.023438
	Iteration 45Q: 3 clusters Score -2.076702e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -20767006.000000 Penalty: 6041.023438
	Iteration 46Q: 3 clusters Score -2.076701e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -20767050.000000 Penalty: 6041.023438
	Iteration 47Q: 3 clusters Score -2.076705e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188845 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -20767030.000000 Penalty: 6041.023438
	Iteration 48Q: 3 clusters Score -2.076703e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188915 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -20767034.000000 Penalty: 6041.023438
	Iteration 49Q: 3 clusters Score -2.076703e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188965 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -20767068.000000 Penalty: 6041.023438
	Iteration 50Q: 3 clusters Score -2.076707e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189025 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -20767072.000000 Penalty: 6041.023438
	Iteration 51Q: 3 clusters Score -2.076707e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189065 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -20767086.000000 Penalty: 6041.023438
	Iteration 52Q: 3 clusters Score -2.076709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189112 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -20767088.000000 Penalty: 6041.023438
	Iteration 53Q: 3 clusters Score -2.076709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -20767098.000000 Penalty: 6041.023438
	Iteration 54Q: 3 clusters Score -2.07671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189178 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -20767108.000000 Penalty: 6041.023438
	Iteration 55Q: 3 clusters Score -2.076711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189202 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -20767112.000000 Penalty: 6041.023438
	Iteration 56Q: 3 clusters Score -2.076711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189220 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -20767116.000000 Penalty: 6041.023438
	Iteration 57Q: 3 clusters Score -2.076712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189241 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -20767116.000000 Penalty: 6041.023438
	Iteration 58Q: 3 clusters Score -2.076712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -20767114.000000 Penalty: 6041.023438
	Iteration 59Q: 3 clusters Score -2.076711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189277 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -20767102.000000 Penalty: 6041.023438
	Iteration 60F: 3 clusters Score -2.07671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189292 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -20767122.000000 Penalty: 6041.023438
	Iteration 61Q: 3 clusters Score -2.076712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189314 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -20767106.000000 Penalty: 6041.023438
	Iteration 62Q: 3 clusters Score -2.076711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189332 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -20767116.000000 Penalty: 6041.023438
	Iteration 63Q: 3 clusters Score -2.076712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189346 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -20767078.000000 Penalty: 6041.023438
	Iteration 64Q: 3 clusters Score -2.076708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -20767080.000000 Penalty: 6041.023438
	Iteration 65Q: 3 clusters Score -2.076708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189361 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -20767094.000000 Penalty: 6041.023438
	Iteration 66Q: 3 clusters Score -2.076709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -20767098.000000 Penalty: 6041.023438
	Iteration 67Q: 3 clusters Score -2.07671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189378 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -20767090.000000 Penalty: 6041.023438
	Iteration 68Q: 3 clusters Score -2.076709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189382 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -20767098.000000 Penalty: 6041.023438
	Iteration 69Q: 3 clusters Score -2.07671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189391 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -20767092.000000 Penalty: 6041.023438
	Iteration 70Q: 3 clusters Score -2.076709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -20767098.000000 Penalty: 6041.023438
	Iteration 71Q: 3 clusters Score -2.07671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189404 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -20767080.000000 Penalty: 6041.023438
	Iteration 72Q: 3 clusters Score -2.076708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189413 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -20767082.000000 Penalty: 6041.023438
	Iteration 73Q: 3 clusters Score -2.076708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189419 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20767100.000000 Penalty: 6041.023438
	Iteration 74Q: 3 clusters Score -2.07671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189432 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -20767110.000000 Penalty: 6041.023438
	Iteration 75Q: 3 clusters Score -2.076711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189445 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -20767100.000000 Penalty: 6041.023438
	Iteration 76Q: 3 clusters Score -2.07671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189457 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -20767126.000000 Penalty: 6041.023438
	Iteration 77Q: 3 clusters Score -2.076713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189468 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -20767102.000000 Penalty: 6041.023438
	Iteration 78Q: 3 clusters Score -2.07671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189478 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -20767120.000000 Penalty: 6041.023438
	Iteration 79Q: 3 clusters Score -2.076712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -20767132.000000 Penalty: 6041.023438
	Iteration 80F: 3 clusters Score -2.076713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189500 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -20767130.000000 Penalty: 6041.023438
	Iteration 81Q: 3 clusters Score -2.076713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189502 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -20767136.000000 Penalty: 6041.023438
	Iteration 82Q: 3 clusters Score -2.076714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189505 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -20767138.000000 Penalty: 6041.023438
	Iteration 83Q: 3 clusters Score -2.076714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189505 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -20767134.000000 Penalty: 6041.023438
	Iteration 84Q: 3 clusters Score -2.076713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189508 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -20767132.000000 Penalty: 6041.023438
	Iteration 85Q: 3 clusters Score -2.076713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189511 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -20767140.000000 Penalty: 6041.023438
	Iteration 86Q: 3 clusters Score -2.076714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -20767146.000000 Penalty: 6041.023438
	Iteration 87Q: 3 clusters Score -2.076715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -20767146.000000 Penalty: 6041.023438
	Iteration 88F: 3 clusters Score -2.076715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 189512 members 
Mstep: Class 3 contains 266883 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66372 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412566 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 322613 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 5240 members 
Entering Unmasked Estep 
Score: -158371104.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158372304.000000 to -158371104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (266883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266883 members 
Entering Unmasked Estep 
Score: -28345716.000000 Penalty: 3098.652344
	Iteration 0F: 2 clusters Score -2.834572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132899 members 
Mstep: Class 2 contains 133984 members 
Entering Unmasked Estep 
Score: -28171442.000000 Penalty: 6197.304688
	Iteration 0F: 3 clusters Score -2.817144e+07 nChanged 128950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 141702 members 
Entering Unmasked Estep 
Score: -28250718.000000 Penalty: 6197.304688
	Iteration 1F: 3 clusters Score -2.825072e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -28255516.000000 Penalty: 6197.304688
	Iteration 2Q: 3 clusters Score -2.825552e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 152655 members 
Entering Unmasked Estep 
Score: -28263554.000000 Penalty: 6197.304688
	Iteration 3Q: 3 clusters Score -2.826355e+07 nChanged 14787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106597 members 
Mstep: Class 2 contains 160286 members 
Entering Unmasked Estep 
Score: -28272366.000000 Penalty: 6197.304688
	Iteration 4F: 3 clusters Score -2.827237e+07 nChanged 15600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 168876 members 
Entering Unmasked Estep 
Score: -28282018.000000 Penalty: 6197.304688
	Iteration 5F: 3 clusters Score -2.828202e+07 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 177544 members 
Entering Unmasked Estep 
Score: -28291138.000000 Penalty: 6197.304688
	Iteration 6F: 3 clusters Score -2.829114e+07 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 185904 members 
Entering Unmasked Estep 
Score: -28299192.000000 Penalty: 6197.304688
	Iteration 7F: 3 clusters Score -2.829919e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 192997 members 
Entering Unmasked Estep 
Score: -28306470.000000 Penalty: 6197.304688
	Iteration 8Q: 3 clusters Score -2.830647e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 199108 members 
Entering Unmasked Estep 
Score: -28312264.000000 Penalty: 6197.304688
	Iteration 9Q: 3 clusters Score -2.831226e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 204502 members 
Entering Unmasked Estep 
Score: -28316664.000000 Penalty: 6197.304688
	Iteration 10Q: 3 clusters Score -2.831666e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 209299 members 
Entering Unmasked Estep 
Score: -28319768.000000 Penalty: 6197.304688
	Iteration 11Q: 3 clusters Score -2.831977e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 213690 members 
Entering Unmasked Estep 
Score: -28322014.000000 Penalty: 6197.304688
	Iteration 12Q: 3 clusters Score -2.832201e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 217863 members 
Entering Unmasked Estep 
Score: -28323586.000000 Penalty: 6197.304688
	Iteration 13Q: 3 clusters Score -2.832359e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 221966 members 
Entering Unmasked Estep 
Score: -28325018.000000 Penalty: 6197.304688
	Iteration 14Q: 3 clusters Score -2.832502e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 225858 members 
Entering Unmasked Estep 
Score: -28326266.000000 Penalty: 6197.304688
	Iteration 15Q: 3 clusters Score -2.832627e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 229696 members 
Entering Unmasked Estep 
Score: -28327542.000000 Penalty: 6197.304688
	Iteration 16Q: 3 clusters Score -2.832754e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 233387 members 
Entering Unmasked Estep 
Score: -28328780.000000 Penalty: 6197.304688
	Iteration 17Q: 3 clusters Score -2.832878e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 237026 members 
Entering Unmasked Estep 
Score: -28330116.000000 Penalty: 6197.304688
	Iteration 18Q: 3 clusters Score -2.833012e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 240545 members 
Entering Unmasked Estep 
Score: -28331442.000000 Penalty: 6197.304688
	Iteration 19Q: 3 clusters Score -2.833144e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 243898 members 
Entering Unmasked Estep 
Score: -28332762.000000 Penalty: 6197.304688
	Iteration 20F: 3 clusters Score -2.833276e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 247063 members 
Entering Unmasked Estep 
Score: -28334146.000000 Penalty: 6197.304688
	Iteration 21Q: 3 clusters Score -2.833415e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 249985 members 
Entering Unmasked Estep 
Score: -28335630.000000 Penalty: 6197.304688
	Iteration 22Q: 3 clusters Score -2.833563e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 252537 members 
Entering Unmasked Estep 
Score: -28336684.000000 Penalty: 6197.304688
	Iteration 23Q: 3 clusters Score -2.833668e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 254807 members 
Entering Unmasked Estep 
Score: -28337684.000000 Penalty: 6197.304688
	Iteration 24Q: 3 clusters Score -2.833768e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 256792 members 
Entering Unmasked Estep 
Score: -28338436.000000 Penalty: 6197.304688
	Iteration 25Q: 3 clusters Score -2.833844e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 258470 members 
Entering Unmasked Estep 
Score: -28339164.000000 Penalty: 6197.304688
	Iteration 26Q: 3 clusters Score -2.833916e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 259880 members 
Entering Unmasked Estep 
Score: -28339870.000000 Penalty: 6197.304688
	Iteration 27Q: 3 clusters Score -2.833987e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 261057 members 
Entering Unmasked Estep 
Score: -28340492.000000 Penalty: 6197.304688
	Iteration 28Q: 3 clusters Score -2.834049e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 261950 members 
Entering Unmasked Estep 
Score: -28340926.000000 Penalty: 6197.304688
	Iteration 29Q: 3 clusters Score -2.834093e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 262709 members 
Entering Unmasked Estep 
Score: -28341340.000000 Penalty: 6197.304688
	Iteration 30Q: 3 clusters Score -2.834134e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 263318 members 
Entering Unmasked Estep 
Score: -28341710.000000 Penalty: 6197.304688
	Iteration 31Q: 3 clusters Score -2.834171e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 263768 members 
Entering Unmasked Estep 
Score: -28341930.000000 Penalty: 6197.304688
	Iteration 32Q: 3 clusters Score -2.834193e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 264114 members 
Entering Unmasked Estep 
Score: -28342098.000000 Penalty: 6197.304688
	Iteration 33Q: 3 clusters Score -2.83421e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 264377 members 
Entering Unmasked Estep 
Score: -28342196.000000 Penalty: 6197.304688
	Iteration 34Q: 3 clusters Score -2.83422e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 264573 members 
Entering Unmasked Estep 
Score: -28342278.000000 Penalty: 6197.304688
	Iteration 35Q: 3 clusters Score -2.834228e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 264729 members 
Entering Unmasked Estep 
Score: -28342320.000000 Penalty: 6197.304688
	Iteration 36Q: 3 clusters Score -2.834232e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 264849 members 
Entering Unmasked Estep 
Score: -28342370.000000 Penalty: 6197.304688
	Iteration 37Q: 3 clusters Score -2.834237e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 264946 members 
Entering Unmasked Estep 
Score: -28342422.000000 Penalty: 6197.304688
	Iteration 38Q: 3 clusters Score -2.834242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 265023 members 
Entering Unmasked Estep 
Score: -28342516.000000 Penalty: 6197.304688
	Iteration 39Q: 3 clusters Score -2.834252e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 265091 members 
Entering Unmasked Estep 
Score: -28342552.000000 Penalty: 6197.304688
	Iteration 40F: 3 clusters Score -2.834255e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 265166 members 
Entering Unmasked Estep 
Score: -28342590.000000 Penalty: 6197.304688
	Iteration 41Q: 3 clusters Score -2.834259e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 265231 members 
Entering Unmasked Estep 
Score: -28342642.000000 Penalty: 6197.304688
	Iteration 42Q: 3 clusters Score -2.834264e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 265283 members 
Entering Unmasked Estep 
Score: -28342656.000000 Penalty: 6197.304688
	Iteration 43Q: 3 clusters Score -2.834266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 265326 members 
Entering Unmasked Estep 
Score: -28342726.000000 Penalty: 6197.304688
	Iteration 44Q: 3 clusters Score -2.834273e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 265361 members 
Entering Unmasked Estep 
Score: -28342748.000000 Penalty: 6197.304688
	Iteration 45Q: 3 clusters Score -2.834275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 265382 members 
Entering Unmasked Estep 
Score: -28342746.000000 Penalty: 6197.304688
	Iteration 46Q: 3 clusters Score -2.834275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 265408 members 
Entering Unmasked Estep 
Score: -28342764.000000 Penalty: 6197.304688
	Iteration 47Q: 3 clusters Score -2.834276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 265427 members 
Entering Unmasked Estep 
Score: -28342788.000000 Penalty: 6197.304688
	Iteration 48Q: 3 clusters Score -2.834279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 265441 members 
Entering Unmasked Estep 
Score: -28342792.000000 Penalty: 6197.304688
	Iteration 49Q: 3 clusters Score -2.834279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 265458 members 
Entering Unmasked Estep 
Score: -28342800.000000 Penalty: 6197.304688
	Iteration 50Q: 3 clusters Score -2.83428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 265477 members 
Entering Unmasked Estep 
Score: -28342798.000000 Penalty: 6197.304688
	Iteration 51Q: 3 clusters Score -2.83428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 265494 members 
Entering Unmasked Estep 
Score: -28342822.000000 Penalty: 6197.304688
	Iteration 52Q: 3 clusters Score -2.834282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 265509 members 
Entering Unmasked Estep 
Score: -28342844.000000 Penalty: 6197.304688
	Iteration 53Q: 3 clusters Score -2.834284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 265532 members 
Entering Unmasked Estep 
Score: -28342858.000000 Penalty: 6197.304688
	Iteration 54Q: 3 clusters Score -2.834286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 265544 members 
Entering Unmasked Estep 
Score: -28342878.000000 Penalty: 6197.304688
	Iteration 55Q: 3 clusters Score -2.834288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 265554 members 
Entering Unmasked Estep 
Score: -28342878.000000 Penalty: 6197.304688
	Iteration 56Q: 3 clusters Score -2.834288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 265564 members 
Entering Unmasked Estep 
Score: -28342890.000000 Penalty: 6197.304688
	Iteration 57Q: 3 clusters Score -2.834289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 265571 members 
Entering Unmasked Estep 
Score: -28342880.000000 Penalty: 6197.304688
	Iteration 58Q: 3 clusters Score -2.834288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 265580 members 
Entering Unmasked Estep 
Score: -28342900.000000 Penalty: 6197.304688
	Iteration 59Q: 3 clusters Score -2.83429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 265584 members 
Entering Unmasked Estep 
Score: -28342924.000000 Penalty: 6197.304688
	Iteration 60F: 3 clusters Score -2.834292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 265590 members 
Entering Unmasked Estep 
Score: -28342906.000000 Penalty: 6197.304688
	Iteration 61Q: 3 clusters Score -2.834291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 265595 members 
Entering Unmasked Estep 
Score: -28342912.000000 Penalty: 6197.304688
	Iteration 62Q: 3 clusters Score -2.834291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 265596 members 
Entering Unmasked Estep 
Score: -28342918.000000 Penalty: 6197.304688
	Iteration 63Q: 3 clusters Score -2.834292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 265598 members 
Entering Unmasked Estep 
Score: -28342912.000000 Penalty: 6197.304688
	Iteration 64Q: 3 clusters Score -2.834291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 265599 members 
Entering Unmasked Estep 
Score: -28342904.000000 Penalty: 6197.304688
	Iteration 65Q: 3 clusters Score -2.83429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 265598 members 
Entering Unmasked Estep 
Score: -28342918.000000 Penalty: 6197.304688
	Iteration 66Q: 3 clusters Score -2.834292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 265598 members 
Entering Unmasked Estep 
Score: -28342934.000000 Penalty: 6197.304688
	Iteration 67Q: 3 clusters Score -2.834293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 265598 members 
Entering Unmasked Estep 
Score: -28342934.000000 Penalty: 6197.304688
	Iteration 68F: 3 clusters Score -2.834293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -1005482.875000 Penalty: 2276.916992
	Iteration 0F: 2 clusters Score -1005483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -997924.125000 Penalty: 4553.833984
	Iteration 0F: 3 clusters Score -997924.1 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1000044.687500 Penalty: 4553.833984
	Iteration 1F: 3 clusters Score -1000045 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1000344.000000 Penalty: 4553.833984
	Iteration 2F: 3 clusters Score -1000344 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1000610.000000 Penalty: 4553.833984
	Iteration 3F: 3 clusters Score -1000610 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1000815.937500 Penalty: 4553.833984
	Iteration 4Q: 3 clusters Score -1000816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1000982.812500 Penalty: 4553.833984
	Iteration 5Q: 3 clusters Score -1000983 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1001149.687500 Penalty: 4553.833984
	Iteration 6Q: 3 clusters Score -1001150 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1001355.000000 Penalty: 4553.833984
	Iteration 7Q: 3 clusters Score -1001355 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1001561.437500 Penalty: 4553.833984
	Iteration 8Q: 3 clusters Score -1001561 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1001821.500000 Penalty: 4553.833984
	Iteration 9Q: 3 clusters Score -1001822 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1002077.687500 Penalty: 4553.833984
	Iteration 10Q: 3 clusters Score -1002078 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1002324.500000 Penalty: 4553.833984
	Iteration 11Q: 3 clusters Score -1002324 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1002595.000000 Penalty: 4553.833984
	Iteration 12Q: 3 clusters Score -1002595 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1002823.437500 Penalty: 4553.833984
	Iteration 13Q: 3 clusters Score -1002823 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1003032.187500 Penalty: 4553.833984
	Iteration 14Q: 3 clusters Score -1003032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1003192.937500 Penalty: 4553.833984
	Iteration 15Q: 3 clusters Score -1003193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1003295.750000 Penalty: 4553.833984
	Iteration 16Q: 3 clusters Score -1003296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1003364.625000 Penalty: 4553.833984
	Iteration 17Q: 3 clusters Score -1003365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1003418.562500 Penalty: 4553.833984
	Iteration 18Q: 3 clusters Score -1003419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1003462.812500 Penalty: 4553.833984
	Iteration 19Q: 3 clusters Score -1003463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1003487.375000 Penalty: 4553.833984
	Iteration 20F: 3 clusters Score -1003487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1003497.625000 Penalty: 4553.833984
	Iteration 21Q: 3 clusters Score -1003498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1003511.875000 Penalty: 4553.833984
	Iteration 22Q: 3 clusters Score -1003512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1003518.625000 Penalty: 4553.833984
	Iteration 23Q: 3 clusters Score -1003519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1003529.125000 Penalty: 4553.833984
	Iteration 24Q: 3 clusters Score -1003529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1003536.312500 Penalty: 4553.833984
	Iteration 25Q: 3 clusters Score -1003536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1003538.875000 Penalty: 4553.833984
	Iteration 26Q: 3 clusters Score -1003539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1003541.312500 Penalty: 4553.833984
	Iteration 27Q: 3 clusters Score -1003541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1003544.062500 Penalty: 4553.833984
	Iteration 28Q: 3 clusters Score -1003544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1003548.062500 Penalty: 4553.833984
	Iteration 29Q: 3 clusters Score -1003548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1003553.875000 Penalty: 4553.833984
	Iteration 30Q: 3 clusters Score -1003554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1003560.750000 Penalty: 4553.833984
	Iteration 31Q: 3 clusters Score -1003561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1003560.750000 Penalty: 4553.833984
	Iteration 32F: 3 clusters Score -1003561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -703437.250000 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -703437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -697905.562500 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -697905.6 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -699320.625000 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -699320.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -699522.937500 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -699522.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -699637.250000 Penalty: 4359.520020
	Iteration 3Q: 3 clusters Score -699637.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -699717.937500 Penalty: 4359.520020
	Iteration 4Q: 3 clusters Score -699717.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -699780.187500 Penalty: 4359.520020
	Iteration 5Q: 3 clusters Score -699780.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -699825.937500 Penalty: 4359.520020
	Iteration 6Q: 3 clusters Score -699825.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -699869.812500 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -699869.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -699900.562500 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -699900.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -699928.625000 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -699928.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -699957.812500 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -699957.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -699986.187500 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -699986.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -700008.500000 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -700008.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -700031.125000 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -700031.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -700051.437500 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -700051.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -700072.000000 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -700072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -700086.312500 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -700086.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -700098.687500 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -700098.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -700118.000000 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -700118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -700134.750000 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -700134.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -700150.250000 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -700150.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -700166.437500 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -700166.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -700181.687500 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -700181.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -700196.875000 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -700196.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -700212.125000 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -700212.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -700224.312500 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -700224.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -700238.937500 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -700238.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -700253.437500 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -700253.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -700271.000000 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -700271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -700292.750000 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -700292.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -700315.687500 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -700315.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -700335.500000 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -700335.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -700356.437500 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -700356.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -700378.500000 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -700378.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -700403.875000 Penalty: 4359.520020
	Iteration 34Q: 3 clusters Score -700403.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -700431.625000 Penalty: 4359.520020
	Iteration 35Q: 3 clusters Score -700431.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -700475.125000 Penalty: 4359.520020
	Iteration 36Q: 3 clusters Score -700475.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -700521.687500 Penalty: 4359.520020
	Iteration 37Q: 3 clusters Score -700521.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -700587.437500 Penalty: 4359.520020
	Iteration 38Q: 3 clusters Score -700587.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -700652.187500 Penalty: 4359.520020
	Iteration 39Q: 3 clusters Score -700652.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -700722.437500 Penalty: 4359.520020
	Iteration 40F: 3 clusters Score -700722.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -700793.187500 Penalty: 4359.520020
	Iteration 41Q: 3 clusters Score -700793.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -700868.250000 Penalty: 4359.520020
	Iteration 42Q: 3 clusters Score -700868.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -700944.937500 Penalty: 4359.520020
	Iteration 43Q: 3 clusters Score -700944.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -701015.937500 Penalty: 4359.520020
	Iteration 44Q: 3 clusters Score -701015.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -701081.375000 Penalty: 4359.520020
	Iteration 45Q: 3 clusters Score -701081.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -701157.125000 Penalty: 4359.520020
	Iteration 46Q: 3 clusters Score -701157.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -701227.625000 Penalty: 4359.520020
	Iteration 47Q: 3 clusters Score -701227.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -701277.187500 Penalty: 4359.520020
	Iteration 48Q: 3 clusters Score -701277.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -701319.812500 Penalty: 4359.520020
	Iteration 49Q: 3 clusters Score -701319.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -701355.437500 Penalty: 4359.520020
	Iteration 50Q: 3 clusters Score -701355.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -701386.500000 Penalty: 4359.520020
	Iteration 51Q: 3 clusters Score -701386.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -701409.375000 Penalty: 4359.520020
	Iteration 52Q: 3 clusters Score -701409.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -701429.812500 Penalty: 4359.520020
	Iteration 53Q: 3 clusters Score -701429.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -701444.875000 Penalty: 4359.520020
	Iteration 54Q: 3 clusters Score -701444.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -701458.125000 Penalty: 4359.520020
	Iteration 55Q: 3 clusters Score -701458.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -701465.875000 Penalty: 4359.520020
	Iteration 56Q: 3 clusters Score -701465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -701473.062500 Penalty: 4359.520020
	Iteration 57Q: 3 clusters Score -701473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -701474.687500 Penalty: 4359.520020
	Iteration 58Q: 3 clusters Score -701474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -701477.687500 Penalty: 4359.520020
	Iteration 59Q: 3 clusters Score -701477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -701480.187500 Penalty: 4359.520020
	Iteration 60F: 3 clusters Score -701480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -116624.507812 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -116624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114555.234375 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -114555.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -114865.164062 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -114865.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114965.875000 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -114965.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115015.593750 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -115015.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -115035.617188 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -115035.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -115042.320312 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -115042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115045.781250 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -115045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115048.039062 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -115048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115050.375000 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -115050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115054.648438 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -115054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -115059.148438 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -115059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -115061.046875 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -115061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -115062.414062 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -115062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -115062.414062 Penalty: 3508.341797
	Iteration 13F: 3 clusters Score -115062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Entering Unmasked Estep 
Score: -2798411.500000 Penalty: 2547.029541
	Iteration 0F: 2 clusters Score -2798412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2778664.250000 Penalty: 5094.059082
	Iteration 0F: 3 clusters Score -2778664 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2785690.000000 Penalty: 5094.059082
	Iteration 1F: 3 clusters Score -2785690 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2786283.750000 Penalty: 5094.059082
	Iteration 2F: 3 clusters Score -2786284 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2786901.500000 Penalty: 5094.059082
	Iteration 3Q: 3 clusters Score -2786902 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2787609.000000 Penalty: 5094.059082
	Iteration 4F: 3 clusters Score -2787609 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2788364.250000 Penalty: 5094.059082
	Iteration 5F: 3 clusters Score -2788364 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2789148.500000 Penalty: 5094.059082
	Iteration 6F: 3 clusters Score -2789148 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2789944.750000 Penalty: 5094.059082
	Iteration 7Q: 3 clusters Score -2789945 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2790659.000000 Penalty: 5094.059082
	Iteration 8Q: 3 clusters Score -2790659 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2791265.000000 Penalty: 5094.059082
	Iteration 9Q: 3 clusters Score -2791265 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2791790.250000 Penalty: 5094.059082
	Iteration 10Q: 3 clusters Score -2791790 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2792263.250000 Penalty: 5094.059082
	Iteration 11Q: 3 clusters Score -2792263 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2792622.500000 Penalty: 5094.059082
	Iteration 12Q: 3 clusters Score -2792622 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2792936.000000 Penalty: 5094.059082
	Iteration 13Q: 3 clusters Score -2792936 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2793168.250000 Penalty: 5094.059082
	Iteration 14Q: 3 clusters Score -2793168 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2793326.500000 Penalty: 5094.059082
	Iteration 15Q: 3 clusters Score -2793326 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2793464.750000 Penalty: 5094.059082
	Iteration 16Q: 3 clusters Score -2793465 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2793589.250000 Penalty: 5094.059082
	Iteration 17Q: 3 clusters Score -2793589 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2793677.250000 Penalty: 5094.059082
	Iteration 18Q: 3 clusters Score -2793677 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2793751.500000 Penalty: 5094.059082
	Iteration 19Q: 3 clusters Score -2793752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2793814.500000 Penalty: 5094.059082
	Iteration 20F: 3 clusters Score -2793814 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2793892.500000 Penalty: 5094.059082
	Iteration 21Q: 3 clusters Score -2793892 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2793986.000000 Penalty: 5094.059082
	Iteration 22Q: 3 clusters Score -2793986 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2794055.250000 Penalty: 5094.059082
	Iteration 23Q: 3 clusters Score -2794055 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2794132.250000 Penalty: 5094.059082
	Iteration 24Q: 3 clusters Score -2794132 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2794191.250000 Penalty: 5094.059082
	Iteration 25Q: 3 clusters Score -2794191 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2794261.750000 Penalty: 5094.059082
	Iteration 26Q: 3 clusters Score -2794262 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2794329.750000 Penalty: 5094.059082
	Iteration 27Q: 3 clusters Score -2794330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2794391.000000 Penalty: 5094.059082
	Iteration 28Q: 3 clusters Score -2794391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2794474.750000 Penalty: 5094.059082
	Iteration 29Q: 3 clusters Score -2794475 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2794558.250000 Penalty: 5094.059082
	Iteration 30Q: 3 clusters Score -2794558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2794656.500000 Penalty: 5094.059082
	Iteration 31Q: 3 clusters Score -2794656 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2794721.250000 Penalty: 5094.059082
	Iteration 32Q: 3 clusters Score -2794721 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2794813.750000 Penalty: 5094.059082
	Iteration 33Q: 3 clusters Score -2794814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2794905.500000 Penalty: 5094.059082
	Iteration 34Q: 3 clusters Score -2794906 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2794997.500000 Penalty: 5094.059082
	Iteration 35Q: 3 clusters Score -2794998 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2795091.250000 Penalty: 5094.059082
	Iteration 36Q: 3 clusters Score -2795091 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2795179.250000 Penalty: 5094.059082
	Iteration 37Q: 3 clusters Score -2795179 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2795269.000000 Penalty: 5094.059082
	Iteration 38Q: 3 clusters Score -2795269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2795352.000000 Penalty: 5094.059082
	Iteration 39Q: 3 clusters Score -2795352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2795417.500000 Penalty: 5094.059082
	Iteration 40F: 3 clusters Score -2795418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2795496.000000 Penalty: 5094.059082
	Iteration 41Q: 3 clusters Score -2795496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2795556.000000 Penalty: 5094.059082
	Iteration 42Q: 3 clusters Score -2795556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2795596.250000 Penalty: 5094.059082
	Iteration 43Q: 3 clusters Score -2795596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2795629.500000 Penalty: 5094.059082
	Iteration 44Q: 3 clusters Score -2795630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2795674.000000 Penalty: 5094.059082
	Iteration 45Q: 3 clusters Score -2795674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2795705.500000 Penalty: 5094.059082
	Iteration 46Q: 3 clusters Score -2795706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2795750.750000 Penalty: 5094.059082
	Iteration 47Q: 3 clusters Score -2795751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2795780.500000 Penalty: 5094.059082
	Iteration 48Q: 3 clusters Score -2795780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2795809.750000 Penalty: 5094.059082
	Iteration 49Q: 3 clusters Score -2795810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2795830.000000 Penalty: 5094.059082
	Iteration 50Q: 3 clusters Score -2795830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2795857.500000 Penalty: 5094.059082
	Iteration 51Q: 3 clusters Score -2795858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2795877.000000 Penalty: 5094.059082
	Iteration 52Q: 3 clusters Score -2795877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2795905.000000 Penalty: 5094.059082
	Iteration 53Q: 3 clusters Score -2795905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2795924.750000 Penalty: 5094.059082
	Iteration 54Q: 3 clusters Score -2795925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2795953.750000 Penalty: 5094.059082
	Iteration 55Q: 3 clusters Score -2795954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2795976.500000 Penalty: 5094.059082
	Iteration 56Q: 3 clusters Score -2795976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2795986.750000 Penalty: 5094.059082
	Iteration 57Q: 3 clusters Score -2795987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2796010.750000 Penalty: 5094.059082
	Iteration 58Q: 3 clusters Score -2796011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2796035.250000 Penalty: 5094.059082
	Iteration 59Q: 3 clusters Score -2796035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2796050.250000 Penalty: 5094.059082
	Iteration 60F: 3 clusters Score -2796050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2796069.750000 Penalty: 5094.059082
	Iteration 61Q: 3 clusters Score -2796070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2796088.500000 Penalty: 5094.059082
	Iteration 62Q: 3 clusters Score -2796088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2796108.500000 Penalty: 5094.059082
	Iteration 63Q: 3 clusters Score -2796108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2796117.750000 Penalty: 5094.059082
	Iteration 64Q: 3 clusters Score -2796118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2796132.250000 Penalty: 5094.059082
	Iteration 65Q: 3 clusters Score -2796132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2796138.250000 Penalty: 5094.059082
	Iteration 66Q: 3 clusters Score -2796138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2796149.000000 Penalty: 5094.059082
	Iteration 67Q: 3 clusters Score -2796149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2796153.500000 Penalty: 5094.059082
	Iteration 68Q: 3 clusters Score -2796154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2796159.500000 Penalty: 5094.059082
	Iteration 69Q: 3 clusters Score -2796160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2796171.250000 Penalty: 5094.059082
	Iteration 70Q: 3 clusters Score -2796171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2796173.750000 Penalty: 5094.059082
	Iteration 71Q: 3 clusters Score -2796174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2796176.250000 Penalty: 5094.059082
	Iteration 72Q: 3 clusters Score -2796176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2796183.750000 Penalty: 5094.059082
	Iteration 73Q: 3 clusters Score -2796184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2796186.500000 Penalty: 5094.059082
	Iteration 74Q: 3 clusters Score -2796186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2796188.500000 Penalty: 5094.059082
	Iteration 75Q: 3 clusters Score -2796188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2796187.500000 Penalty: 5094.059082
	Iteration 76Q: 3 clusters Score -2796188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2796190.500000 Penalty: 5094.059082
	Iteration 77Q: 3 clusters Score -2796190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2796188.500000 Penalty: 5094.059082
	Iteration 78Q: 3 clusters Score -2796188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2796187.000000 Penalty: 5094.059082
	Iteration 79Q: 3 clusters Score -2796187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2796190.000000 Penalty: 5094.059082
	Iteration 80F: 3 clusters Score -2796190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2796193.000000 Penalty: 5094.059082
	Iteration 81Q: 3 clusters Score -2796193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2796196.500000 Penalty: 5094.059082
	Iteration 82Q: 3 clusters Score -2796196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2796199.750000 Penalty: 5094.059082
	Iteration 83Q: 3 clusters Score -2796200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2796199.750000 Penalty: 5094.059082
	Iteration 84Q: 3 clusters Score -2796200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2796199.500000 Penalty: 5094.059082
	Iteration 85Q: 3 clusters Score -2796200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2796200.000000 Penalty: 5094.059082
	Iteration 86Q: 3 clusters Score -2796200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2796203.750000 Penalty: 5094.059082
	Iteration 87Q: 3 clusters Score -2796204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2796201.750000 Penalty: 5094.059082
	Iteration 88Q: 3 clusters Score -2796202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2796205.000000 Penalty: 5094.059082
	Iteration 89Q: 3 clusters Score -2796205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2796210.000000 Penalty: 5094.059082
	Iteration 90Q: 3 clusters Score -2796210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2796212.750000 Penalty: 5094.059082
	Iteration 91Q: 3 clusters Score -2796213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2796213.250000 Penalty: 5094.059082
	Iteration 92Q: 3 clusters Score -2796213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2796211.750000 Penalty: 5094.059082
	Iteration 93Q: 3 clusters Score -2796212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2796216.000000 Penalty: 5094.059082
	Iteration 94Q: 3 clusters Score -2796216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2796214.250000 Penalty: 5094.059082
	Iteration 95Q: 3 clusters Score -2796214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2796208.750000 Penalty: 5094.059082
	Iteration 96Q: 3 clusters Score -2796209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2796212.250000 Penalty: 5094.059082
	Iteration 97Q: 3 clusters Score -2796212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2796217.750000 Penalty: 5094.059082
	Iteration 98Q: 3 clusters Score -2796218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2796213.500000 Penalty: 5094.059082
	Iteration 99Q: 3 clusters Score -2796214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2796213.750000 Penalty: 5094.059082
	Iteration 100F: 3 clusters Score -2796214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2796214.250000 Penalty: 5094.059082
	Iteration 101Q: 3 clusters Score -2796214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2796209.750000 Penalty: 5094.059082
	Iteration 102Q: 3 clusters Score -2796210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2796214.000000 Penalty: 5094.059082
	Iteration 103Q: 3 clusters Score -2796214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2796212.750000 Penalty: 5094.059082
	Iteration 104Q: 3 clusters Score -2796213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2796213.750000 Penalty: 5094.059082
	Iteration 105Q: 3 clusters Score -2796214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2796216.000000 Penalty: 5094.059082
	Iteration 106Q: 3 clusters Score -2796216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2796215.500000 Penalty: 5094.059082
	Iteration 107Q: 3 clusters Score -2796216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2796219.250000 Penalty: 5094.059082
	Iteration 108Q: 3 clusters Score -2796219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2796219.250000 Penalty: 5094.059082
	Iteration 109Q: 3 clusters Score -2796219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2796221.000000 Penalty: 5094.059082
	Iteration 110Q: 3 clusters Score -2796221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2796222.750000 Penalty: 5094.059082
	Iteration 111Q: 3 clusters Score -2796223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2796222.750000 Penalty: 5094.059082
	Iteration 112F: 3 clusters Score -2796223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Entering Unmasked Estep 
Score: -3199566.000000 Penalty: 2553.985596
	Iteration 0F: 2 clusters Score -3199566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3179270.500000 Penalty: 5107.971191
	Iteration 0F: 3 clusters Score -3179270 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3186619.500000 Penalty: 5107.971191
	Iteration 1F: 3 clusters Score -3186620 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3187131.500000 Penalty: 5107.971191
	Iteration 2Q: 3 clusters Score -3187132 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3187620.500000 Penalty: 5107.971191
	Iteration 3Q: 3 clusters Score -3187620 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3188144.250000 Penalty: 5107.971191
	Iteration 4Q: 3 clusters Score -3188144 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3188794.750000 Penalty: 5107.971191
	Iteration 5Q: 3 clusters Score -3188795 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3189665.000000 Penalty: 5107.971191
	Iteration 6Q: 3 clusters Score -3189665 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3190803.500000 Penalty: 5107.971191
	Iteration 7F: 3 clusters Score -3190804 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3192310.500000 Penalty: 5107.971191
	Iteration 8F: 3 clusters Score -3192310 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3193870.000000 Penalty: 5107.971191
	Iteration 9F: 3 clusters Score -3193870 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3195025.500000 Penalty: 5107.971191
	Iteration 10F: 3 clusters Score -3195026 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3195667.000000 Penalty: 5107.971191
	Iteration 11Q: 3 clusters Score -3195667 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3195990.500000 Penalty: 5107.971191
	Iteration 12Q: 3 clusters Score -3195990 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3196221.750000 Penalty: 5107.971191
	Iteration 13Q: 3 clusters Score -3196222 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3196389.500000 Penalty: 5107.971191
	Iteration 14Q: 3 clusters Score -3196390 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3196496.000000 Penalty: 5107.971191
	Iteration 15Q: 3 clusters Score -3196496 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3196615.750000 Penalty: 5107.971191
	Iteration 16Q: 3 clusters Score -3196616 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3196724.750000 Penalty: 5107.971191
	Iteration 17Q: 3 clusters Score -3196725 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3196828.000000 Penalty: 5107.971191
	Iteration 18Q: 3 clusters Score -3196828 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3196915.000000 Penalty: 5107.971191
	Iteration 19Q: 3 clusters Score -3196915 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3196973.500000 Penalty: 5107.971191
	Iteration 20F: 3 clusters Score -3196974 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3197033.500000 Penalty: 5107.971191
	Iteration 21Q: 3 clusters Score -3197034 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3197084.250000 Penalty: 5107.971191
	Iteration 22Q: 3 clusters Score -3197084 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3197139.250000 Penalty: 5107.971191
	Iteration 23Q: 3 clusters Score -3197139 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3197193.000000 Penalty: 5107.971191
	Iteration 24Q: 3 clusters Score -3197193 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3197242.500000 Penalty: 5107.971191
	Iteration 25Q: 3 clusters Score -3197242 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3197276.750000 Penalty: 5107.971191
	Iteration 26Q: 3 clusters Score -3197277 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3197311.000000 Penalty: 5107.971191
	Iteration 27Q: 3 clusters Score -3197311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3197348.500000 Penalty: 5107.971191
	Iteration 28Q: 3 clusters Score -3197348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3197375.000000 Penalty: 5107.971191
	Iteration 29Q: 3 clusters Score -3197375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3197394.250000 Penalty: 5107.971191
	Iteration 30Q: 3 clusters Score -3197394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3197404.500000 Penalty: 5107.971191
	Iteration 31Q: 3 clusters Score -3197404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3197418.500000 Penalty: 5107.971191
	Iteration 32Q: 3 clusters Score -3197418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3197432.000000 Penalty: 5107.971191
	Iteration 33Q: 3 clusters Score -3197432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3197458.000000 Penalty: 5107.971191
	Iteration 34Q: 3 clusters Score -3197458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3197479.250000 Penalty: 5107.971191
	Iteration 35Q: 3 clusters Score -3197479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3197487.750000 Penalty: 5107.971191
	Iteration 36Q: 3 clusters Score -3197488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3197495.500000 Penalty: 5107.971191
	Iteration 37Q: 3 clusters Score -3197496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3197496.250000 Penalty: 5107.971191
	Iteration 38Q: 3 clusters Score -3197496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3197511.750000 Penalty: 5107.971191
	Iteration 39Q: 3 clusters Score -3197512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3197525.000000 Penalty: 5107.971191
	Iteration 40F: 3 clusters Score -3197525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3197537.750000 Penalty: 5107.971191
	Iteration 41Q: 3 clusters Score -3197538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3197557.500000 Penalty: 5107.971191
	Iteration 42Q: 3 clusters Score -3197558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3197564.000000 Penalty: 5107.971191
	Iteration 43Q: 3 clusters Score -3197564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3197578.250000 Penalty: 5107.971191
	Iteration 44Q: 3 clusters Score -3197578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3197595.250000 Penalty: 5107.971191
	Iteration 45Q: 3 clusters Score -3197595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3197600.750000 Penalty: 5107.971191
	Iteration 46Q: 3 clusters Score -3197601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3197615.250000 Penalty: 5107.971191
	Iteration 47Q: 3 clusters Score -3197615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3197636.000000 Penalty: 5107.971191
	Iteration 48Q: 3 clusters Score -3197636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3197645.500000 Penalty: 5107.971191
	Iteration 49Q: 3 clusters Score -3197646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3197655.000000 Penalty: 5107.971191
	Iteration 50Q: 3 clusters Score -3197655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3197668.000000 Penalty: 5107.971191
	Iteration 51Q: 3 clusters Score -3197668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3197688.000000 Penalty: 5107.971191
	Iteration 52Q: 3 clusters Score -3197688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3197685.500000 Penalty: 5107.971191
	Iteration 53Q: 3 clusters Score -3197686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3197704.750000 Penalty: 5107.971191
	Iteration 54Q: 3 clusters Score -3197705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3197711.750000 Penalty: 5107.971191
	Iteration 55Q: 3 clusters Score -3197712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3197711.000000 Penalty: 5107.971191
	Iteration 56Q: 3 clusters Score -3197711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3197705.750000 Penalty: 5107.971191
	Iteration 57Q: 3 clusters Score -3197706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3197705.500000 Penalty: 5107.971191
	Iteration 58Q: 3 clusters Score -3197706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3197708.250000 Penalty: 5107.971191
	Iteration 59Q: 3 clusters Score -3197708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3197719.000000 Penalty: 5107.971191
	Iteration 60F: 3 clusters Score -3197719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3197722.250000 Penalty: 5107.971191
	Iteration 61Q: 3 clusters Score -3197722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3197722.000000 Penalty: 5107.971191
	Iteration 62Q: 3 clusters Score -3197722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3197731.000000 Penalty: 5107.971191
	Iteration 63Q: 3 clusters Score -3197731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3197729.250000 Penalty: 5107.971191
	Iteration 64Q: 3 clusters Score -3197729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3197729.500000 Penalty: 5107.971191
	Iteration 65Q: 3 clusters Score -3197730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3197732.750000 Penalty: 5107.971191
	Iteration 66Q: 3 clusters Score -3197733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3197733.500000 Penalty: 5107.971191
	Iteration 67Q: 3 clusters Score -3197734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3197737.750000 Penalty: 5107.971191
	Iteration 68Q: 3 clusters Score -3197738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3197740.750000 Penalty: 5107.971191
	Iteration 69Q: 3 clusters Score -3197741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3197749.250000 Penalty: 5107.971191
	Iteration 70Q: 3 clusters Score -3197749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3197753.500000 Penalty: 5107.971191
	Iteration 71Q: 3 clusters Score -3197754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3197762.000000 Penalty: 5107.971191
	Iteration 72Q: 3 clusters Score -3197762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3197764.500000 Penalty: 5107.971191
	Iteration 73Q: 3 clusters Score -3197764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3197773.750000 Penalty: 5107.971191
	Iteration 74Q: 3 clusters Score -3197774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3197776.750000 Penalty: 5107.971191
	Iteration 75Q: 3 clusters Score -3197777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3197783.500000 Penalty: 5107.971191
	Iteration 76Q: 3 clusters Score -3197784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3197785.250000 Penalty: 5107.971191
	Iteration 77Q: 3 clusters Score -3197785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3197790.000000 Penalty: 5107.971191
	Iteration 78Q: 3 clusters Score -3197790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3197799.250000 Penalty: 5107.971191
	Iteration 79Q: 3 clusters Score -3197799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3197798.500000 Penalty: 5107.971191
	Iteration 80F: 3 clusters Score -3197798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3197803.750000 Penalty: 5107.971191
	Iteration 81Q: 3 clusters Score -3197804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3197807.750000 Penalty: 5107.971191
	Iteration 82Q: 3 clusters Score -3197808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3197816.250000 Penalty: 5107.971191
	Iteration 83Q: 3 clusters Score -3197816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3197818.000000 Penalty: 5107.971191
	Iteration 84Q: 3 clusters Score -3197818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3197829.000000 Penalty: 5107.971191
	Iteration 85Q: 3 clusters Score -3197829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3197827.750000 Penalty: 5107.971191
	Iteration 86Q: 3 clusters Score -3197828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3197829.000000 Penalty: 5107.971191
	Iteration 87Q: 3 clusters Score -3197829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3197832.500000 Penalty: 5107.971191
	Iteration 88Q: 3 clusters Score -3197832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3197846.500000 Penalty: 5107.971191
	Iteration 89Q: 3 clusters Score -3197846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3197846.750000 Penalty: 5107.971191
	Iteration 90Q: 3 clusters Score -3197847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3197850.250000 Penalty: 5107.971191
	Iteration 91Q: 3 clusters Score -3197850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3197862.250000 Penalty: 5107.971191
	Iteration 92Q: 3 clusters Score -3197862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3197859.750000 Penalty: 5107.971191
	Iteration 93Q: 3 clusters Score -3197860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3197864.750000 Penalty: 5107.971191
	Iteration 94Q: 3 clusters Score -3197865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3197862.500000 Penalty: 5107.971191
	Iteration 95Q: 3 clusters Score -3197862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3197863.500000 Penalty: 5107.971191
	Iteration 96Q: 3 clusters Score -3197864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3197868.750000 Penalty: 5107.971191
	Iteration 97Q: 3 clusters Score -3197869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3197871.250000 Penalty: 5107.971191
	Iteration 98Q: 3 clusters Score -3197871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3197875.250000 Penalty: 5107.971191
	Iteration 99Q: 3 clusters Score -3197875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3197873.750000 Penalty: 5107.971191
	Iteration 100F: 3 clusters Score -3197874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3197876.250000 Penalty: 5107.971191
	Iteration 101Q: 3 clusters Score -3197876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3197876.250000 Penalty: 5107.971191
	Iteration 102F: 3 clusters Score -3197876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -262535.750000 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -262535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -259287.812500 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -259287.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -259960.859375 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -259960.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -260133.234375 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -260133.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -260213.484375 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -260213.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -260264.390625 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -260264.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -260297.390625 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -260297.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -260319.218750 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -260319.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -260338.203125 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -260338.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -260355.468750 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -260355.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -260376.781250 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -260376.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -260402.093750 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -260402.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -260426.328125 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -260426.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -260452.250000 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -260452.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -260474.546875 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -260474.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -260499.281250 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -260499.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -260519.546875 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -260519.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -260533.734375 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -260533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -260542.843750 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -260542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -260550.656250 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -260550.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -260562.796875 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -260562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -260569.203125 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -260569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -260574.750000 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -260574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -260577.734375 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -260577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -260581.593750 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -260581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -260583.562500 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -260583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -260589.468750 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -260589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -260593.125000 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -260593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -260595.984375 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -260596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -260596.734375 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -260596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -260596.921875 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -260596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -260596.921875 Penalty: 3969.336182
	Iteration 30F: 3 clusters Score -260596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Entering Unmasked Estep 
Score: -3820775.250000 Penalty: 2597.730713
	Iteration 0F: 2 clusters Score -3820775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3796708.250000 Penalty: 5195.461426
	Iteration 0F: 3 clusters Score -3796708 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3805573.000000 Penalty: 5195.461426
	Iteration 1F: 3 clusters Score -3805573 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3806222.750000 Penalty: 5195.461426
	Iteration 2Q: 3 clusters Score -3806223 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3806900.250000 Penalty: 5195.461426
	Iteration 3Q: 3 clusters Score -3806900 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3807680.500000 Penalty: 5195.461426
	Iteration 4Q: 3 clusters Score -3807680 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3808539.500000 Penalty: 5195.461426
	Iteration 5Q: 3 clusters Score -3808540 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3809560.250000 Penalty: 5195.461426
	Iteration 6Q: 3 clusters Score -3809560 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3810744.750000 Penalty: 5195.461426
	Iteration 7F: 3 clusters Score -3810745 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3811965.750000 Penalty: 5195.461426
	Iteration 8F: 3 clusters Score -3811966 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3813076.000000 Penalty: 5195.461426
	Iteration 9Q: 3 clusters Score -3813076 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3814024.750000 Penalty: 5195.461426
	Iteration 10Q: 3 clusters Score -3814025 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3814708.750000 Penalty: 5195.461426
	Iteration 11Q: 3 clusters Score -3814709 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3815208.500000 Penalty: 5195.461426
	Iteration 12Q: 3 clusters Score -3815208 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3815512.500000 Penalty: 5195.461426
	Iteration 13Q: 3 clusters Score -3815512 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3815737.000000 Penalty: 5195.461426
	Iteration 14Q: 3 clusters Score -3815737 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3815848.500000 Penalty: 5195.461426
	Iteration 15Q: 3 clusters Score -3815848 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3815947.250000 Penalty: 5195.461426
	Iteration 16Q: 3 clusters Score -3815947 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3816062.750000 Penalty: 5195.461426
	Iteration 17Q: 3 clusters Score -3816063 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3816155.500000 Penalty: 5195.461426
	Iteration 18Q: 3 clusters Score -3816156 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3816255.500000 Penalty: 5195.461426
	Iteration 19Q: 3 clusters Score -3816256 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3816348.750000 Penalty: 5195.461426
	Iteration 20F: 3 clusters Score -3816349 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3816431.000000 Penalty: 5195.461426
	Iteration 21Q: 3 clusters Score -3816431 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3816508.500000 Penalty: 5195.461426
	Iteration 22Q: 3 clusters Score -3816508 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3816597.250000 Penalty: 5195.461426
	Iteration 23Q: 3 clusters Score -3816597 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3816678.500000 Penalty: 5195.461426
	Iteration 24Q: 3 clusters Score -3816678 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3816745.500000 Penalty: 5195.461426
	Iteration 25Q: 3 clusters Score -3816746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3816797.750000 Penalty: 5195.461426
	Iteration 26Q: 3 clusters Score -3816798 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3816861.000000 Penalty: 5195.461426
	Iteration 27Q: 3 clusters Score -3816861 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3816931.750000 Penalty: 5195.461426
	Iteration 28Q: 3 clusters Score -3816932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3816972.500000 Penalty: 5195.461426
	Iteration 29Q: 3 clusters Score -3816972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3817035.750000 Penalty: 5195.461426
	Iteration 30Q: 3 clusters Score -3817036 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3817078.750000 Penalty: 5195.461426
	Iteration 31Q: 3 clusters Score -3817079 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3817121.750000 Penalty: 5195.461426
	Iteration 32Q: 3 clusters Score -3817122 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -3817169.500000 Penalty: 5195.461426
	Iteration 33Q: 3 clusters Score -3817170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3817206.500000 Penalty: 5195.461426
	Iteration 34Q: 3 clusters Score -3817206 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3817242.750000 Penalty: 5195.461426
	Iteration 35Q: 3 clusters Score -3817243 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3817280.000000 Penalty: 5195.461426
	Iteration 36Q: 3 clusters Score -3817280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3817319.500000 Penalty: 5195.461426
	Iteration 37Q: 3 clusters Score -3817320 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3817363.000000 Penalty: 5195.461426
	Iteration 38Q: 3 clusters Score -3817363 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3817418.250000 Penalty: 5195.461426
	Iteration 39Q: 3 clusters Score -3817418 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3817462.750000 Penalty: 5195.461426
	Iteration 40F: 3 clusters Score -3817463 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3817520.750000 Penalty: 5195.461426
	Iteration 41Q: 3 clusters Score -3817521 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3817565.250000 Penalty: 5195.461426
	Iteration 42Q: 3 clusters Score -3817565 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3817604.500000 Penalty: 5195.461426
	Iteration 43Q: 3 clusters Score -3817604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3817654.000000 Penalty: 5195.461426
	Iteration 44Q: 3 clusters Score -3817654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3817711.250000 Penalty: 5195.461426
	Iteration 45Q: 3 clusters Score -3817711 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3817749.000000 Penalty: 5195.461426
	Iteration 46Q: 3 clusters Score -3817749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3817778.500000 Penalty: 5195.461426
	Iteration 47Q: 3 clusters Score -3817778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3817813.750000 Penalty: 5195.461426
	Iteration 48Q: 3 clusters Score -3817814 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3817851.000000 Penalty: 5195.461426
	Iteration 49Q: 3 clusters Score -3817851 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3817885.750000 Penalty: 5195.461426
	Iteration 50Q: 3 clusters Score -3817886 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3817923.000000 Penalty: 5195.461426
	Iteration 51Q: 3 clusters Score -3817923 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -3817959.000000 Penalty: 5195.461426
	Iteration 52Q: 3 clusters Score -3817959 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3818001.000000 Penalty: 5195.461426
	Iteration 53Q: 3 clusters Score -3818001 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3818055.750000 Penalty: 5195.461426
	Iteration 54Q: 3 clusters Score -3818056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3818096.000000 Penalty: 5195.461426
	Iteration 55Q: 3 clusters Score -3818096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3818146.250000 Penalty: 5195.461426
	Iteration 56Q: 3 clusters Score -3818146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3818178.250000 Penalty: 5195.461426
	Iteration 57Q: 3 clusters Score -3818178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3818208.000000 Penalty: 5195.461426
	Iteration 58Q: 3 clusters Score -3818208 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3818238.750000 Penalty: 5195.461426
	Iteration 59Q: 3 clusters Score -3818239 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3818267.500000 Penalty: 5195.461426
	Iteration 60F: 3 clusters Score -3818268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -3818304.000000 Penalty: 5195.461426
	Iteration 61Q: 3 clusters Score -3818304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3818330.500000 Penalty: 5195.461426
	Iteration 62Q: 3 clusters Score -3818330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3818356.000000 Penalty: 5195.461426
	Iteration 63Q: 3 clusters Score -3818356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3818373.500000 Penalty: 5195.461426
	Iteration 64Q: 3 clusters Score -3818374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -3818404.500000 Penalty: 5195.461426
	Iteration 65Q: 3 clusters Score -3818404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3818419.500000 Penalty: 5195.461426
	Iteration 66Q: 3 clusters Score -3818420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -3818438.250000 Penalty: 5195.461426
	Iteration 67Q: 3 clusters Score -3818438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -3818454.250000 Penalty: 5195.461426
	Iteration 68Q: 3 clusters Score -3818454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -3818468.000000 Penalty: 5195.461426
	Iteration 69Q: 3 clusters Score -3818468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -3818488.750000 Penalty: 5195.461426
	Iteration 70Q: 3 clusters Score -3818489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -3818504.250000 Penalty: 5195.461426
	Iteration 71Q: 3 clusters Score -3818504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -3818520.000000 Penalty: 5195.461426
	Iteration 72Q: 3 clusters Score -3818520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3818534.500000 Penalty: 5195.461426
	Iteration 73Q: 3 clusters Score -3818534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -3818539.000000 Penalty: 5195.461426
	Iteration 74Q: 3 clusters Score -3818539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3818544.750000 Penalty: 5195.461426
	Iteration 75Q: 3 clusters Score -3818545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3818553.500000 Penalty: 5195.461426
	Iteration 76Q: 3 clusters Score -3818554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3818557.500000 Penalty: 5195.461426
	Iteration 77Q: 3 clusters Score -3818558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -3818558.000000 Penalty: 5195.461426
	Iteration 78Q: 3 clusters Score -3818558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3818561.250000 Penalty: 5195.461426
	Iteration 79Q: 3 clusters Score -3818561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3818568.000000 Penalty: 5195.461426
	Iteration 80F: 3 clusters Score -3818568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3818568.750000 Penalty: 5195.461426
	Iteration 81Q: 3 clusters Score -3818569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -3818574.750000 Penalty: 5195.461426
	Iteration 82Q: 3 clusters Score -3818575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -3818575.250000 Penalty: 5195.461426
	Iteration 83Q: 3 clusters Score -3818575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3818583.500000 Penalty: 5195.461426
	Iteration 84Q: 3 clusters Score -3818584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -3818586.250000 Penalty: 5195.461426
	Iteration 85Q: 3 clusters Score -3818586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -3818599.500000 Penalty: 5195.461426
	Iteration 86Q: 3 clusters Score -3818600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3818609.500000 Penalty: 5195.461426
	Iteration 87Q: 3 clusters Score -3818610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -3818602.750000 Penalty: 5195.461426
	Iteration 88Q: 3 clusters Score -3818603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3818609.500000 Penalty: 5195.461426
	Iteration 89Q: 3 clusters Score -3818610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -3818605.250000 Penalty: 5195.461426
	Iteration 90Q: 3 clusters Score -3818605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -3818605.500000 Penalty: 5195.461426
	Iteration 91Q: 3 clusters Score -3818606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -3818603.500000 Penalty: 5195.461426
	Iteration 92Q: 3 clusters Score -3818604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -3818619.000000 Penalty: 5195.461426
	Iteration 93Q: 3 clusters Score -3818619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3818622.500000 Penalty: 5195.461426
	Iteration 94Q: 3 clusters Score -3818622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3818629.250000 Penalty: 5195.461426
	Iteration 95Q: 3 clusters Score -3818629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3818626.750000 Penalty: 5195.461426
	Iteration 96Q: 3 clusters Score -3818627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3818634.500000 Penalty: 5195.461426
	Iteration 97Q: 3 clusters Score -3818634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -3818629.500000 Penalty: 5195.461426
	Iteration 98Q: 3 clusters Score -3818630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3818630.250000 Penalty: 5195.461426
	Iteration 99Q: 3 clusters Score -3818630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3818635.500000 Penalty: 5195.461426
	Iteration 100F: 3 clusters Score -3818636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3818637.500000 Penalty: 5195.461426
	Iteration 101Q: 3 clusters Score -3818638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -3818639.250000 Penalty: 5195.461426
	Iteration 102Q: 3 clusters Score -3818639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -3818643.000000 Penalty: 5195.461426
	Iteration 103Q: 3 clusters Score -3818643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3818645.750000 Penalty: 5195.461426
	Iteration 104Q: 3 clusters Score -3818646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -3818645.250000 Penalty: 5195.461426
	Iteration 105Q: 3 clusters Score -3818645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3818647.500000 Penalty: 5195.461426
	Iteration 106Q: 3 clusters Score -3818648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3818647.500000 Penalty: 5195.461426
	Iteration 107F: 3 clusters Score -3818648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 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 159 members 
Entering Unmasked Estep 
Score: -25143.023438 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25143.02 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25435.046875 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25435.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25565.687500 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -25565.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25612.685547 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25612.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25680.695312 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25693.181641 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25693.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25693.181641 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -25693.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Entering Unmasked Estep 
Score: -6784260.500000 Penalty: 2753.551514
	Iteration 0F: 2 clusters Score -6784260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -6739685.000000 Penalty: 5507.103027
	Iteration 0F: 3 clusters Score -6739685 nChanged 31055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -6757060.000000 Penalty: 5507.103027
	Iteration 1F: 3 clusters Score -6757060 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -6757601.000000 Penalty: 5507.103027
	Iteration 2Q: 3 clusters Score -6757601 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -6758193.500000 Penalty: 5507.103027
	Iteration 3Q: 3 clusters Score -6758194 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -6758730.500000 Penalty: 5507.103027
	Iteration 4Q: 3 clusters Score -6758730 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -6759441.500000 Penalty: 5507.103027
	Iteration 5Q: 3 clusters Score -6759442 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6760483.000000 Penalty: 5507.103027
	Iteration 6Q: 3 clusters Score -6760483 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6762040.500000 Penalty: 5507.103027
	Iteration 7Q: 3 clusters Score -6762040 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -6764492.000000 Penalty: 5507.103027
	Iteration 8F: 3 clusters Score -6764492 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6767878.500000 Penalty: 5507.103027
	Iteration 9F: 3 clusters Score -6767878 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -6771485.000000 Penalty: 5507.103027
	Iteration 10F: 3 clusters Score -6771485 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -6774644.000000 Penalty: 5507.103027
	Iteration 11F: 3 clusters Score -6774644 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -6777002.000000 Penalty: 5507.103027
	Iteration 12Q: 3 clusters Score -6777002 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -6778575.000000 Penalty: 5507.103027
	Iteration 13Q: 3 clusters Score -6778575 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -6779707.000000 Penalty: 5507.103027
	Iteration 14Q: 3 clusters Score -6779707 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6780528.500000 Penalty: 5507.103027
	Iteration 15Q: 3 clusters Score -6780528 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6781181.000000 Penalty: 5507.103027
	Iteration 16Q: 3 clusters Score -6781181 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6781716.500000 Penalty: 5507.103027
	Iteration 17Q: 3 clusters Score -6781716 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6782092.500000 Penalty: 5507.103027
	Iteration 18Q: 3 clusters Score -6782092 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6782405.000000 Penalty: 5507.103027
	Iteration 19Q: 3 clusters Score -6782405 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6782642.000000 Penalty: 5507.103027
	Iteration 20F: 3 clusters Score -6782642 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6782745.500000 Penalty: 5507.103027
	Iteration 21Q: 3 clusters Score -6782746 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6782834.000000 Penalty: 5507.103027
	Iteration 22Q: 3 clusters Score -6782834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6782879.000000 Penalty: 5507.103027
	Iteration 23Q: 3 clusters Score -6782879 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6782903.500000 Penalty: 5507.103027
	Iteration 24Q: 3 clusters Score -6782904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6782899.500000 Penalty: 5507.103027
	Iteration 25Q: 3 clusters Score -6782900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6782907.000000 Penalty: 5507.103027
	Iteration 26Q: 3 clusters Score -6782907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6782903.500000 Penalty: 5507.103027
	Iteration 27Q: 3 clusters Score -6782904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6782902.000000 Penalty: 5507.103027
	Iteration 28Q: 3 clusters Score -6782902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6782908.500000 Penalty: 5507.103027
	Iteration 29Q: 3 clusters Score -6782908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6782903.000000 Penalty: 5507.103027
	Iteration 30Q: 3 clusters Score -6782903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6782901.000000 Penalty: 5507.103027
	Iteration 31Q: 3 clusters Score -6782901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6782908.000000 Penalty: 5507.103027
	Iteration 32Q: 3 clusters Score -6782908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6782921.500000 Penalty: 5507.103027
	Iteration 33Q: 3 clusters Score -6782922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6782925.500000 Penalty: 5507.103027
	Iteration 34Q: 3 clusters Score -6782926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6782918.000000 Penalty: 5507.103027
	Iteration 35Q: 3 clusters Score -6782918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6782920.500000 Penalty: 5507.103027
	Iteration 36Q: 3 clusters Score -6782920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6782920.500000 Penalty: 5507.103027
	Iteration 37F: 3 clusters Score -6782920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -1700725.625000 Penalty: 2400.461670
	Iteration 0F: 2 clusters Score -1700726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1689299.875000 Penalty: 4800.923340
	Iteration 0F: 3 clusters Score -1689300 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1692749.125000 Penalty: 4800.923340
	Iteration 1F: 3 clusters Score -1692749 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1693091.250000 Penalty: 4800.923340
	Iteration 2F: 3 clusters Score -1693091 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1693326.250000 Penalty: 4800.923340
	Iteration 3Q: 3 clusters Score -1693326 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1693490.750000 Penalty: 4800.923340
	Iteration 4Q: 3 clusters Score -1693491 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1693616.500000 Penalty: 4800.923340
	Iteration 5Q: 3 clusters Score -1693616 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1693725.000000 Penalty: 4800.923340
	Iteration 6Q: 3 clusters Score -1693725 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1693811.750000 Penalty: 4800.923340
	Iteration 7Q: 3 clusters Score -1693812 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1693869.625000 Penalty: 4800.923340
	Iteration 8Q: 3 clusters Score -1693870 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1693918.875000 Penalty: 4800.923340
	Iteration 9Q: 3 clusters Score -1693919 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1693956.875000 Penalty: 4800.923340
	Iteration 10Q: 3 clusters Score -1693957 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1694001.125000 Penalty: 4800.923340
	Iteration 11Q: 3 clusters Score -1694001 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1694026.375000 Penalty: 4800.923340
	Iteration 12Q: 3 clusters Score -1694026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1694053.625000 Penalty: 4800.923340
	Iteration 13Q: 3 clusters Score -1694054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1694087.500000 Penalty: 4800.923340
	Iteration 14Q: 3 clusters Score -1694088 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1694119.875000 Penalty: 4800.923340
	Iteration 15Q: 3 clusters Score -1694120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1694157.875000 Penalty: 4800.923340
	Iteration 16Q: 3 clusters Score -1694158 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1694198.875000 Penalty: 4800.923340
	Iteration 17Q: 3 clusters Score -1694199 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1694251.000000 Penalty: 4800.923340
	Iteration 18Q: 3 clusters Score -1694251 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1694323.125000 Penalty: 4800.923340
	Iteration 19Q: 3 clusters Score -1694323 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1694408.250000 Penalty: 4800.923340
	Iteration 20F: 3 clusters Score -1694408 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1694512.125000 Penalty: 4800.923340
	Iteration 21Q: 3 clusters Score -1694512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1694663.000000 Penalty: 4800.923340
	Iteration 22Q: 3 clusters Score -1694663 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1694884.750000 Penalty: 4800.923340
	Iteration 23Q: 3 clusters Score -1694885 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1695167.125000 Penalty: 4800.923340
	Iteration 24Q: 3 clusters Score -1695167 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1695536.625000 Penalty: 4800.923340
	Iteration 25Q: 3 clusters Score -1695537 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1695962.000000 Penalty: 4800.923340
	Iteration 26Q: 3 clusters Score -1695962 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1696391.000000 Penalty: 4800.923340
	Iteration 27Q: 3 clusters Score -1696391 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1696736.500000 Penalty: 4800.923340
	Iteration 28Q: 3 clusters Score -1696736 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1697017.625000 Penalty: 4800.923340
	Iteration 29Q: 3 clusters Score -1697018 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1697193.875000 Penalty: 4800.923340
	Iteration 30Q: 3 clusters Score -1697194 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1697310.375000 Penalty: 4800.923340
	Iteration 31Q: 3 clusters Score -1697310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1697404.875000 Penalty: 4800.923340
	Iteration 32Q: 3 clusters Score -1697405 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1697480.625000 Penalty: 4800.923340
	Iteration 33Q: 3 clusters Score -1697481 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1697543.875000 Penalty: 4800.923340
	Iteration 34Q: 3 clusters Score -1697544 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1697595.625000 Penalty: 4800.923340
	Iteration 35Q: 3 clusters Score -1697596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1697636.000000 Penalty: 4800.923340
	Iteration 36Q: 3 clusters Score -1697636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1697695.500000 Penalty: 4800.923340
	Iteration 37Q: 3 clusters Score -1697696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1697734.500000 Penalty: 4800.923340
	Iteration 38Q: 3 clusters Score -1697734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1697775.375000 Penalty: 4800.923340
	Iteration 39Q: 3 clusters Score -1697775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1697805.500000 Penalty: 4800.923340
	Iteration 40F: 3 clusters Score -1697806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1697838.125000 Penalty: 4800.923340
	Iteration 41Q: 3 clusters Score -1697838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1697869.625000 Penalty: 4800.923340
	Iteration 42Q: 3 clusters Score -1697870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1697901.375000 Penalty: 4800.923340
	Iteration 43Q: 3 clusters Score -1697901 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1697932.500000 Penalty: 4800.923340
	Iteration 44Q: 3 clusters Score -1697932 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1697962.000000 Penalty: 4800.923340
	Iteration 45Q: 3 clusters Score -1697962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1697972.125000 Penalty: 4800.923340
	Iteration 46Q: 3 clusters Score -1697972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1697989.375000 Penalty: 4800.923340
	Iteration 47Q: 3 clusters Score -1697989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1697998.625000 Penalty: 4800.923340
	Iteration 48Q: 3 clusters Score -1697999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1698017.500000 Penalty: 4800.923340
	Iteration 49Q: 3 clusters Score -1698018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1698029.500000 Penalty: 4800.923340
	Iteration 50Q: 3 clusters Score -1698030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1698050.000000 Penalty: 4800.923340
	Iteration 51Q: 3 clusters Score -1698050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1698068.000000 Penalty: 4800.923340
	Iteration 52Q: 3 clusters Score -1698068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1698084.375000 Penalty: 4800.923340
	Iteration 53Q: 3 clusters Score -1698084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1698113.250000 Penalty: 4800.923340
	Iteration 54Q: 3 clusters Score -1698113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1698145.250000 Penalty: 4800.923340
	Iteration 55Q: 3 clusters Score -1698145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1698182.125000 Penalty: 4800.923340
	Iteration 56Q: 3 clusters Score -1698182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1698209.875000 Penalty: 4800.923340
	Iteration 57Q: 3 clusters Score -1698210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1698241.875000 Penalty: 4800.923340
	Iteration 58Q: 3 clusters Score -1698242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1698256.375000 Penalty: 4800.923340
	Iteration 59Q: 3 clusters Score -1698256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1698272.375000 Penalty: 4800.923340
	Iteration 60F: 3 clusters Score -1698272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1698293.125000 Penalty: 4800.923340
	Iteration 61Q: 3 clusters Score -1698293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1698311.500000 Penalty: 4800.923340
	Iteration 62Q: 3 clusters Score -1698312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1698325.250000 Penalty: 4800.923340
	Iteration 63Q: 3 clusters Score -1698325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1698348.750000 Penalty: 4800.923340
	Iteration 64Q: 3 clusters Score -1698349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1698379.500000 Penalty: 4800.923340
	Iteration 65Q: 3 clusters Score -1698380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1698402.000000 Penalty: 4800.923340
	Iteration 66Q: 3 clusters Score -1698402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1698425.000000 Penalty: 4800.923340
	Iteration 67Q: 3 clusters Score -1698425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1698446.500000 Penalty: 4800.923340
	Iteration 68Q: 3 clusters Score -1698446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1698467.375000 Penalty: 4800.923340
	Iteration 69Q: 3 clusters Score -1698467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1698487.000000 Penalty: 4800.923340
	Iteration 70Q: 3 clusters Score -1698487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1698496.500000 Penalty: 4800.923340
	Iteration 71Q: 3 clusters Score -1698496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1698510.750000 Penalty: 4800.923340
	Iteration 72Q: 3 clusters Score -1698511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1698524.625000 Penalty: 4800.923340
	Iteration 73Q: 3 clusters Score -1698525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1698534.500000 Penalty: 4800.923340
	Iteration 74Q: 3 clusters Score -1698534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1698547.000000 Penalty: 4800.923340
	Iteration 75Q: 3 clusters Score -1698547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1698559.500000 Penalty: 4800.923340
	Iteration 76Q: 3 clusters Score -1698560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1698567.750000 Penalty: 4800.923340
	Iteration 77Q: 3 clusters Score -1698568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1698576.000000 Penalty: 4800.923340
	Iteration 78Q: 3 clusters Score -1698576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1698578.625000 Penalty: 4800.923340
	Iteration 79Q: 3 clusters Score -1698579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1698582.250000 Penalty: 4800.923340
	Iteration 80F: 3 clusters Score -1698582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1698584.000000 Penalty: 4800.923340
	Iteration 81Q: 3 clusters Score -1698584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1698584.625000 Penalty: 4800.923340
	Iteration 82Q: 3 clusters Score -1698585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1698588.500000 Penalty: 4800.923340
	Iteration 83Q: 3 clusters Score -1698588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1698591.750000 Penalty: 4800.923340
	Iteration 84Q: 3 clusters Score -1698592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1698591.000000 Penalty: 4800.923340
	Iteration 85Q: 3 clusters Score -1698591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1698591.000000 Penalty: 4800.923340
	Iteration 86F: 3 clusters Score -1698591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -240200.390625 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -240200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -237390.796875 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -237390.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -238049.390625 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -238049.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -238319.640625 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -238319.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -238501.921875 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -238501.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -238617.843750 Penalty: 3847.285156
	Iteration 4F: 3 clusters Score -238617.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -238691.359375 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -238691.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -238760.468750 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -238760.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -238835.968750 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -238836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -238917.984375 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -238918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -238985.921875 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -238985.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -239044.109375 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -239044.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -239105.953125 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -239106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -239180.953125 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -239181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -239252.359375 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -239252.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -239301.515625 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -239301.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -239364.671875 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -239364.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -239429.406250 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -239429.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -239528.109375 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -239528.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -239692.312500 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -239692.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -239891.140625 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -239891.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -239984.250000 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -239984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -240015.359375 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -240015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -240031.031250 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -240031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -240033.187500 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -240033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -240033.187500 Penalty: 3847.285156
	Iteration 24F: 3 clusters Score -240033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -1420181.375000 Penalty: 2349.459473
	Iteration 0F: 2 clusters Score -1420181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1410613.375000 Penalty: 4698.918945
	Iteration 0F: 3 clusters Score -1410613 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1413504.625000 Penalty: 4698.918945
	Iteration 1F: 3 clusters Score -1413505 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1413770.125000 Penalty: 4698.918945
	Iteration 2F: 3 clusters Score -1413770 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1413972.625000 Penalty: 4698.918945
	Iteration 3Q: 3 clusters Score -1413973 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1414134.125000 Penalty: 4698.918945
	Iteration 4Q: 3 clusters Score -1414134 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1414290.875000 Penalty: 4698.918945
	Iteration 5Q: 3 clusters Score -1414291 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1414448.875000 Penalty: 4698.918945
	Iteration 6Q: 3 clusters Score -1414449 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1414653.000000 Penalty: 4698.918945
	Iteration 7Q: 3 clusters Score -1414653 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1414909.000000 Penalty: 4698.918945
	Iteration 8Q: 3 clusters Score -1414909 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1415265.875000 Penalty: 4698.918945
	Iteration 9Q: 3 clusters Score -1415266 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1415715.125000 Penalty: 4698.918945
	Iteration 10F: 3 clusters Score -1415715 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1416250.000000 Penalty: 4698.918945
	Iteration 11F: 3 clusters Score -1416250 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1416793.625000 Penalty: 4698.918945
	Iteration 12F: 3 clusters Score -1416794 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1417321.500000 Penalty: 4698.918945
	Iteration 13Q: 3 clusters Score -1417322 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1417692.875000 Penalty: 4698.918945
	Iteration 14Q: 3 clusters Score -1417693 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1417895.625000 Penalty: 4698.918945
	Iteration 15Q: 3 clusters Score -1417896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1418024.125000 Penalty: 4698.918945
	Iteration 16Q: 3 clusters Score -1418024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1418088.125000 Penalty: 4698.918945
	Iteration 17Q: 3 clusters Score -1418088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1418123.625000 Penalty: 4698.918945
	Iteration 18Q: 3 clusters Score -1418124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1418148.500000 Penalty: 4698.918945
	Iteration 19Q: 3 clusters Score -1418148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1418175.625000 Penalty: 4698.918945
	Iteration 20F: 3 clusters Score -1418176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1418188.625000 Penalty: 4698.918945
	Iteration 21Q: 3 clusters Score -1418189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1418208.750000 Penalty: 4698.918945
	Iteration 22Q: 3 clusters Score -1418209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1418225.625000 Penalty: 4698.918945
	Iteration 23Q: 3 clusters Score -1418226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1418234.500000 Penalty: 4698.918945
	Iteration 24Q: 3 clusters Score -1418234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1418241.375000 Penalty: 4698.918945
	Iteration 25Q: 3 clusters Score -1418241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1418245.625000 Penalty: 4698.918945
	Iteration 26Q: 3 clusters Score -1418246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1418254.000000 Penalty: 4698.918945
	Iteration 27Q: 3 clusters Score -1418254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1418256.125000 Penalty: 4698.918945
	Iteration 28Q: 3 clusters Score -1418256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1418258.875000 Penalty: 4698.918945
	Iteration 29Q: 3 clusters Score -1418259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1418263.875000 Penalty: 4698.918945
	Iteration 30Q: 3 clusters Score -1418264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1418270.625000 Penalty: 4698.918945
	Iteration 31Q: 3 clusters Score -1418271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1418277.000000 Penalty: 4698.918945
	Iteration 32Q: 3 clusters Score -1418277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1418278.500000 Penalty: 4698.918945
	Iteration 33Q: 3 clusters Score -1418278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1418278.500000 Penalty: 4698.918945
	Iteration 34F: 3 clusters Score -1418278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70172.101562 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70172.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70592.179688 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70592.18 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70923.953125 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -70923.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71070.609375 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -71070.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71155.421875 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -71155.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71237.218750 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -71237.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71290.140625 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71290.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71322.414062 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71322.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71349.734375 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -71349.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71376.875000 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -71376.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71437.929688 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -71437.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71536.187500 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -71536.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71929.343750 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -71929.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72124.281250 Penalty: 3318.041016
	Iteration 13F: 3 clusters Score -72124.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72329.820312 Penalty: 3318.041016
	Iteration 14F: 3 clusters Score -72329.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72570.257812 Penalty: 3318.041016
	Iteration 15F: 3 clusters Score -72570.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72784.554688 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -72784.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73062.867188 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -73062.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73082.507812 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -73082.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73082.507812 Penalty: 3318.041016
	Iteration 19F: 3 clusters Score -73082.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 194752 members 
Mstep: Class 3 contains 266883 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66372 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 412566 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 322613 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 394 members 
Entering Unmasked Estep 
Score: -158371440.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158372304.000000 to -158371440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (412566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412566 members 
Entering Unmasked Estep 
Score: -43590024.000000 Penalty: 3206.677734
	Iteration 0F: 2 clusters Score -4.359002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 206486 members 
Entering Unmasked Estep 
Score: -43343204.000000 Penalty: 6413.355469
	Iteration 0F: 3 clusters Score -4.33432e+07 nChanged 201081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196489 members 
Mstep: Class 2 contains 216077 members 
Entering Unmasked Estep 
Score: -43463244.000000 Penalty: 6413.355469
	Iteration 1F: 3 clusters Score -4.346324e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190542 members 
Mstep: Class 2 contains 222024 members 
Entering Unmasked Estep 
Score: -43465236.000000 Penalty: 6413.355469
	Iteration 2Q: 3 clusters Score -4.346524e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181194 members 
Mstep: Class 2 contains 231372 members 
Entering Unmasked Estep 
Score: -43467912.000000 Penalty: 6413.355469
	Iteration 3Q: 3 clusters Score -4.346791e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 245614 members 
Entering Unmasked Estep 
Score: -43474176.000000 Penalty: 6413.355469
	Iteration 4Q: 3 clusters Score -4.347418e+07 nChanged 21885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 266559 members 
Entering Unmasked Estep 
Score: -43484616.000000 Penalty: 6413.355469
	Iteration 5F: 3 clusters Score -4.348462e+07 nChanged 29358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 295523 members 
Entering Unmasked Estep 
Score: -43503976.000000 Penalty: 6413.355469
	Iteration 6F: 3 clusters Score -4.350398e+07 nChanged 35759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 331198 members 
Entering Unmasked Estep 
Score: -43532388.000000 Penalty: 6413.355469
	Iteration 7F: 3 clusters Score -4.353239e+07 nChanged 35047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 366207 members 
Entering Unmasked Estep 
Score: -43557172.000000 Penalty: 6413.355469
	Iteration 8F: 3 clusters Score -4.355717e+07 nChanged 23850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 390029 members 
Entering Unmasked Estep 
Score: -43571736.000000 Penalty: 6413.355469
	Iteration 9F: 3 clusters Score -4.357174e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 401623 members 
Entering Unmasked Estep 
Score: -43578952.000000 Penalty: 6413.355469
	Iteration 10Q: 3 clusters Score -4.357895e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 406280 members 
Entering Unmasked Estep 
Score: -43582436.000000 Penalty: 6413.355469
	Iteration 11Q: 3 clusters Score -4.358244e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 408176 members 
Entering Unmasked Estep 
Score: -43584404.000000 Penalty: 6413.355469
	Iteration 12Q: 3 clusters Score -4.35844e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 408958 members 
Entering Unmasked Estep 
Score: -43585240.000000 Penalty: 6413.355469
	Iteration 13Q: 3 clusters Score -4.358524e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 409352 members 
Entering Unmasked Estep 
Score: -43585768.000000 Penalty: 6413.355469
	Iteration 14Q: 3 clusters Score -4.358577e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 409551 members 
Entering Unmasked Estep 
Score: -43585960.000000 Penalty: 6413.355469
	Iteration 15Q: 3 clusters Score -4.358596e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 409693 members 
Entering Unmasked Estep 
Score: -43586084.000000 Penalty: 6413.355469
	Iteration 16Q: 3 clusters Score -4.358608e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 409785 members 
Entering Unmasked Estep 
Score: -43586100.000000 Penalty: 6413.355469
	Iteration 17Q: 3 clusters Score -4.35861e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 409877 members 
Entering Unmasked Estep 
Score: -43586256.000000 Penalty: 6413.355469
	Iteration 18Q: 3 clusters Score -4.358626e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 409952 members 
Entering Unmasked Estep 
Score: -43586316.000000 Penalty: 6413.355469
	Iteration 19Q: 3 clusters Score -4.358632e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 409990 members 
Entering Unmasked Estep 
Score: -43586332.000000 Penalty: 6413.355469
	Iteration 20F: 3 clusters Score -4.358633e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 410028 members 
Entering Unmasked Estep 
Score: -43586420.000000 Penalty: 6413.355469
	Iteration 21Q: 3 clusters Score -4.358642e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 410064 members 
Entering Unmasked Estep 
Score: -43586396.000000 Penalty: 6413.355469
	Iteration 22Q: 3 clusters Score -4.35864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 410093 members 
Entering Unmasked Estep 
Score: -43586400.000000 Penalty: 6413.355469
	Iteration 23Q: 3 clusters Score -4.35864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 410118 members 
Entering Unmasked Estep 
Score: -43586412.000000 Penalty: 6413.355469
	Iteration 24Q: 3 clusters Score -4.358641e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 410141 members 
Entering Unmasked Estep 
Score: -43586416.000000 Penalty: 6413.355469
	Iteration 25Q: 3 clusters Score -4.358642e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 410158 members 
Entering Unmasked Estep 
Score: -43586440.000000 Penalty: 6413.355469
	Iteration 26Q: 3 clusters Score -4.358644e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 410171 members 
Entering Unmasked Estep 
Score: -43586368.000000 Penalty: 6413.355469
	Iteration 27Q: 3 clusters Score -4.358637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 410178 members 
Entering Unmasked Estep 
Score: -43586360.000000 Penalty: 6413.355469
	Iteration 28Q: 3 clusters Score -4.358636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 410187 members 
Entering Unmasked Estep 
Score: -43586408.000000 Penalty: 6413.355469
	Iteration 29Q: 3 clusters Score -4.358641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 410193 members 
Entering Unmasked Estep 
Score: -43586428.000000 Penalty: 6413.355469
	Iteration 30Q: 3 clusters Score -4.358643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 410203 members 
Entering Unmasked Estep 
Score: -43586412.000000 Penalty: 6413.355469
	Iteration 31Q: 3 clusters Score -4.358641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 410205 members 
Entering Unmasked Estep 
Score: -43586416.000000 Penalty: 6413.355469
	Iteration 32Q: 3 clusters Score -4.358642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 410208 members 
Entering Unmasked Estep 
Score: -43586412.000000 Penalty: 6413.355469
	Iteration 33Q: 3 clusters Score -4.358641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 410214 members 
Entering Unmasked Estep 
Score: -43586448.000000 Penalty: 6413.355469
	Iteration 34Q: 3 clusters Score -4.358645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 410217 members 
Entering Unmasked Estep 
Score: -43586432.000000 Penalty: 6413.355469
	Iteration 35Q: 3 clusters Score -4.358643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 410215 members 
Entering Unmasked Estep 
Score: -43586448.000000 Penalty: 6413.355469
	Iteration 36Q: 3 clusters Score -4.358645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 410211 members 
Entering Unmasked Estep 
Score: -43586428.000000 Penalty: 6413.355469
	Iteration 37Q: 3 clusters Score -4.358643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 410210 members 
Entering Unmasked Estep 
Score: -43586460.000000 Penalty: 6413.355469
	Iteration 38Q: 3 clusters Score -4.358646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 410204 members 
Entering Unmasked Estep 
Score: -43586432.000000 Penalty: 6413.355469
	Iteration 39Q: 3 clusters Score -4.358643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 410204 members 
Entering Unmasked Estep 
Score: -43586456.000000 Penalty: 6413.355469
	Iteration 40F: 3 clusters Score -4.358646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 410199 members 
Entering Unmasked Estep 
Score: -43586456.000000 Penalty: 6413.355469
	Iteration 41Q: 3 clusters Score -4.358646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 410194 members 
Entering Unmasked Estep 
Score: -43586472.000000 Penalty: 6413.355469
	Iteration 42Q: 3 clusters Score -4.358647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 410187 members 
Entering Unmasked Estep 
Score: -43586488.000000 Penalty: 6413.355469
	Iteration 43Q: 3 clusters Score -4.358649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 410182 members 
Entering Unmasked Estep 
Score: -43586476.000000 Penalty: 6413.355469
	Iteration 44Q: 3 clusters Score -4.358648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 410178 members 
Entering Unmasked Estep 
Score: -43586416.000000 Penalty: 6413.355469
	Iteration 45Q: 3 clusters Score -4.358642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 410177 members 
Entering Unmasked Estep 
Score: -43586448.000000 Penalty: 6413.355469
	Iteration 46Q: 3 clusters Score -4.358645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 410176 members 
Entering Unmasked Estep 
Score: -43586448.000000 Penalty: 6413.355469
	Iteration 47Q: 3 clusters Score -4.358645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 410175 members 
Entering Unmasked Estep 
Score: -43586448.000000 Penalty: 6413.355469
	Iteration 48Q: 3 clusters Score -4.358645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 410174 members 
Entering Unmasked Estep 
Score: -43586456.000000 Penalty: 6413.355469
	Iteration 49Q: 3 clusters Score -4.358646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 410170 members 
Entering Unmasked Estep 
Score: -43586440.000000 Penalty: 6413.355469
	Iteration 50Q: 3 clusters Score -4.358644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 410169 members 
Entering Unmasked Estep 
Score: -43586464.000000 Penalty: 6413.355469
	Iteration 51Q: 3 clusters Score -4.358646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 410169 members 
Entering Unmasked Estep 
Score: -43586468.000000 Penalty: 6413.355469
	Iteration 52Q: 3 clusters Score -4.358647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 410172 members 
Entering Unmasked Estep 
Score: -43586472.000000 Penalty: 6413.355469
	Iteration 53Q: 3 clusters Score -4.358647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 410176 members 
Entering Unmasked Estep 
Score: -43586484.000000 Penalty: 6413.355469
	Iteration 54Q: 3 clusters Score -4.358648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 410178 members 
Entering Unmasked Estep 
Score: -43586504.000000 Penalty: 6413.355469
	Iteration 55Q: 3 clusters Score -4.35865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 410179 members 
Entering Unmasked Estep 
Score: -43586504.000000 Penalty: 6413.355469
	Iteration 56Q: 3 clusters Score -4.35865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 410179 members 
Entering Unmasked Estep 
Score: -43586528.000000 Penalty: 6413.355469
	Iteration 57Q: 3 clusters Score -4.358653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 410178 members 
Entering Unmasked Estep 
Score: -43586528.000000 Penalty: 6413.355469
	Iteration 58Q: 3 clusters Score -4.358653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 410177 members 
Entering Unmasked Estep 
Score: -43586524.000000 Penalty: 6413.355469
	Iteration 59Q: 3 clusters Score -4.358652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 410177 members 
Entering Unmasked Estep 
Score: -43586548.000000 Penalty: 6413.355469
	Iteration 60F: 3 clusters Score -4.358655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 410176 members 
Entering Unmasked Estep 
Score: -43586556.000000 Penalty: 6413.355469
	Iteration 61Q: 3 clusters Score -4.358656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 410176 members 
Entering Unmasked Estep 
Score: -43586556.000000 Penalty: 6413.355469
	Iteration 62F: 3 clusters Score -4.358656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -346770.187500 Penalty: 2024.091675
	Iteration 0F: 2 clusters Score -346770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -343176.687500 Penalty: 4048.183350
	Iteration 0F: 3 clusters Score -343176.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -343932.531250 Penalty: 4048.183350
	Iteration 1F: 3 clusters Score -343932.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -344120.281250 Penalty: 4048.183350
	Iteration 2F: 3 clusters Score -344120.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -344253.968750 Penalty: 4048.183350
	Iteration 3F: 3 clusters Score -344254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -344355.000000 Penalty: 4048.183350
	Iteration 4Q: 3 clusters Score -344355 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -344429.781250 Penalty: 4048.183350
	Iteration 5Q: 3 clusters Score -344429.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -344486.062500 Penalty: 4048.183350
	Iteration 6Q: 3 clusters Score -344486.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -344542.281250 Penalty: 4048.183350
	Iteration 7Q: 3 clusters Score -344542.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -344588.968750 Penalty: 4048.183350
	Iteration 8Q: 3 clusters Score -344589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -344625.156250 Penalty: 4048.183350
	Iteration 9Q: 3 clusters Score -344625.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -344656.062500 Penalty: 4048.183350
	Iteration 10Q: 3 clusters Score -344656.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -344703.875000 Penalty: 4048.183350
	Iteration 11Q: 3 clusters Score -344703.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -344751.875000 Penalty: 4048.183350
	Iteration 12Q: 3 clusters Score -344751.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -344790.593750 Penalty: 4048.183350
	Iteration 13Q: 3 clusters Score -344790.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -344827.343750 Penalty: 4048.183350
	Iteration 14Q: 3 clusters Score -344827.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -344861.281250 Penalty: 4048.183350
	Iteration 15Q: 3 clusters Score -344861.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -344888.875000 Penalty: 4048.183350
	Iteration 16Q: 3 clusters Score -344888.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -344904.593750 Penalty: 4048.183350
	Iteration 17Q: 3 clusters Score -344904.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -344918.281250 Penalty: 4048.183350
	Iteration 18Q: 3 clusters Score -344918.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -344928.406250 Penalty: 4048.183350
	Iteration 19Q: 3 clusters Score -344928.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -344937.718750 Penalty: 4048.183350
	Iteration 20F: 3 clusters Score -344937.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -344948.937500 Penalty: 4048.183350
	Iteration 21Q: 3 clusters Score -344948.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -344960.187500 Penalty: 4048.183350
	Iteration 22Q: 3 clusters Score -344960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -344966.937500 Penalty: 4048.183350
	Iteration 23Q: 3 clusters Score -344966.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -344976.531250 Penalty: 4048.183350
	Iteration 24Q: 3 clusters Score -344976.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -344984.968750 Penalty: 4048.183350
	Iteration 25Q: 3 clusters Score -344985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -344990.937500 Penalty: 4048.183350
	Iteration 26Q: 3 clusters Score -344990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -344993.468750 Penalty: 4048.183350
	Iteration 27Q: 3 clusters Score -344993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -344998.625000 Penalty: 4048.183350
	Iteration 28Q: 3 clusters Score -344998.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -345008.531250 Penalty: 4048.183350
	Iteration 29Q: 3 clusters Score -345008.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -345016.718750 Penalty: 4048.183350
	Iteration 30Q: 3 clusters Score -345016.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -345023.062500 Penalty: 4048.183350
	Iteration 31Q: 3 clusters Score -345023.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -345030.562500 Penalty: 4048.183350
	Iteration 32Q: 3 clusters Score -345030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -345036.031250 Penalty: 4048.183350
	Iteration 33Q: 3 clusters Score -345036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -345040.500000 Penalty: 4048.183350
	Iteration 34Q: 3 clusters Score -345040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -345045.562500 Penalty: 4048.183350
	Iteration 35Q: 3 clusters Score -345045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -345049.875000 Penalty: 4048.183350
	Iteration 36Q: 3 clusters Score -345049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -345053.093750 Penalty: 4048.183350
	Iteration 37Q: 3 clusters Score -345053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -345059.843750 Penalty: 4048.183350
	Iteration 38Q: 3 clusters Score -345059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -345065.625000 Penalty: 4048.183350
	Iteration 39Q: 3 clusters Score -345065.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -345078.281250 Penalty: 4048.183350
	Iteration 40F: 3 clusters Score -345078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -345088.500000 Penalty: 4048.183350
	Iteration 41Q: 3 clusters Score -345088.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -345106.031250 Penalty: 4048.183350
	Iteration 42Q: 3 clusters Score -345106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -345128.187500 Penalty: 4048.183350
	Iteration 43Q: 3 clusters Score -345128.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -345148.562500 Penalty: 4048.183350
	Iteration 44Q: 3 clusters Score -345148.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -345169.156250 Penalty: 4048.183350
	Iteration 45Q: 3 clusters Score -345169.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -345182.718750 Penalty: 4048.183350
	Iteration 46Q: 3 clusters Score -345182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -345187.625000 Penalty: 4048.183350
	Iteration 47Q: 3 clusters Score -345187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -345194.718750 Penalty: 4048.183350
	Iteration 48Q: 3 clusters Score -345194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -345195.937500 Penalty: 4048.183350
	Iteration 49Q: 3 clusters Score -345195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -345195.343750 Penalty: 4048.183350
	Iteration 50Q: 3 clusters Score -345195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -345195.343750 Penalty: 4048.183350
	Iteration 51F: 3 clusters Score -345195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41723.671875 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41723.67 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41907.984375 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41907.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42029.652344 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -42029.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42097.070312 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42097.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42175.984375 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42175.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42266.304688 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42266.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42371.968750 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42371.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42422.421875 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42422.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42480.992188 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42480.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42533.363281 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42533.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42576.761719 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42576.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42619.246094 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42619.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42641.964844 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42641.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42655.957031 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42655.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42661.488281 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42661.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42664.039062 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -42664.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42665.367188 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -42665.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42665.367188 Penalty: 3081.452637
	Iteration 17F: 3 clusters Score -42665.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Entering Unmasked Estep 
Score: -4967897.500000 Penalty: 2663.487549
	Iteration 0F: 2 clusters Score -4967898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4936483.500000 Penalty: 5326.975098
	Iteration 0F: 3 clusters Score -4936484 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4948514.500000 Penalty: 5326.975098
	Iteration 1F: 3 clusters Score -4948514 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4949174.000000 Penalty: 5326.975098
	Iteration 2Q: 3 clusters Score -4949174 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4949876.000000 Penalty: 5326.975098
	Iteration 3Q: 3 clusters Score -4949876 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -4950660.000000 Penalty: 5326.975098
	Iteration 4Q: 3 clusters Score -4950660 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4951507.500000 Penalty: 5326.975098
	Iteration 5Q: 3 clusters Score -4951508 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4952589.500000 Penalty: 5326.975098
	Iteration 6Q: 3 clusters Score -4952590 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4954093.000000 Penalty: 5326.975098
	Iteration 7F: 3 clusters Score -4954093 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4956217.000000 Penalty: 5326.975098
	Iteration 8F: 3 clusters Score -4956217 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4958825.500000 Penalty: 5326.975098
	Iteration 9F: 3 clusters Score -4958826 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4961419.000000 Penalty: 5326.975098
	Iteration 10F: 3 clusters Score -4961419 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -4963136.000000 Penalty: 5326.975098
	Iteration 11Q: 3 clusters Score -4963136 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4964134.000000 Penalty: 5326.975098
	Iteration 12Q: 3 clusters Score -4964134 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4964692.500000 Penalty: 5326.975098
	Iteration 13Q: 3 clusters Score -4964692 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -4965066.000000 Penalty: 5326.975098
	Iteration 14Q: 3 clusters Score -4965066 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -4965341.500000 Penalty: 5326.975098
	Iteration 15Q: 3 clusters Score -4965342 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -4965538.000000 Penalty: 5326.975098
	Iteration 16Q: 3 clusters Score -4965538 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -4965664.000000 Penalty: 5326.975098
	Iteration 17Q: 3 clusters Score -4965664 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -4965724.500000 Penalty: 5326.975098
	Iteration 18Q: 3 clusters Score -4965724 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -4965814.000000 Penalty: 5326.975098
	Iteration 19Q: 3 clusters Score -4965814 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -4965881.500000 Penalty: 5326.975098
	Iteration 20F: 3 clusters Score -4965882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -4965943.000000 Penalty: 5326.975098
	Iteration 21Q: 3 clusters Score -4965943 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -4965972.500000 Penalty: 5326.975098
	Iteration 22Q: 3 clusters Score -4965972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4966001.000000 Penalty: 5326.975098
	Iteration 23Q: 3 clusters Score -4966001 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -4966030.500000 Penalty: 5326.975098
	Iteration 24Q: 3 clusters Score -4966030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -4966051.500000 Penalty: 5326.975098
	Iteration 25Q: 3 clusters Score -4966052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -4966079.000000 Penalty: 5326.975098
	Iteration 26Q: 3 clusters Score -4966079 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -4966109.000000 Penalty: 5326.975098
	Iteration 27Q: 3 clusters Score -4966109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -4966118.500000 Penalty: 5326.975098
	Iteration 28Q: 3 clusters Score -4966118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -4966131.500000 Penalty: 5326.975098
	Iteration 29Q: 3 clusters Score -4966132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -4966148.000000 Penalty: 5326.975098
	Iteration 30Q: 3 clusters Score -4966148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -4966151.000000 Penalty: 5326.975098
	Iteration 31Q: 3 clusters Score -4966151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -4966172.000000 Penalty: 5326.975098
	Iteration 32Q: 3 clusters Score -4966172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -4966177.000000 Penalty: 5326.975098
	Iteration 33Q: 3 clusters Score -4966177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -4966189.500000 Penalty: 5326.975098
	Iteration 34Q: 3 clusters Score -4966190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -4966193.500000 Penalty: 5326.975098
	Iteration 35Q: 3 clusters Score -4966194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -4966209.500000 Penalty: 5326.975098
	Iteration 36Q: 3 clusters Score -4966210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4966213.000000 Penalty: 5326.975098
	Iteration 37Q: 3 clusters Score -4966213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -4966225.500000 Penalty: 5326.975098
	Iteration 38Q: 3 clusters Score -4966226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -4966234.000000 Penalty: 5326.975098
	Iteration 39Q: 3 clusters Score -4966234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4966236.000000 Penalty: 5326.975098
	Iteration 40F: 3 clusters Score -4966236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -4966237.000000 Penalty: 5326.975098
	Iteration 41Q: 3 clusters Score -4966237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -4966240.500000 Penalty: 5326.975098
	Iteration 42Q: 3 clusters Score -4966240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -4966243.000000 Penalty: 5326.975098
	Iteration 43Q: 3 clusters Score -4966243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -4966252.000000 Penalty: 5326.975098
	Iteration 44Q: 3 clusters Score -4966252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -4966254.500000 Penalty: 5326.975098
	Iteration 45Q: 3 clusters Score -4966254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -4966249.500000 Penalty: 5326.975098
	Iteration 46Q: 3 clusters Score -4966250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -4966266.000000 Penalty: 5326.975098
	Iteration 47Q: 3 clusters Score -4966266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -4966261.000000 Penalty: 5326.975098
	Iteration 48Q: 3 clusters Score -4966261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -4966267.000000 Penalty: 5326.975098
	Iteration 49Q: 3 clusters Score -4966267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -4966265.000000 Penalty: 5326.975098
	Iteration 50Q: 3 clusters Score -4966265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -4966262.500000 Penalty: 5326.975098
	Iteration 51Q: 3 clusters Score -4966262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -4966263.500000 Penalty: 5326.975098
	Iteration 52Q: 3 clusters Score -4966264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -4966263.500000 Penalty: 5326.975098
	Iteration 53F: 3 clusters Score -4966264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (322613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322613 members 
Entering Unmasked Estep 
Score: -34266896.000000 Penalty: 3145.683838
	Iteration 0F: 2 clusters Score -3.42669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 161667 members 
Entering Unmasked Estep 
Score: -34059172.000000 Penalty: 6291.367676
	Iteration 0F: 3 clusters Score -3.405917e+07 nChanged 156286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -34152996.000000 Penalty: 6291.367676
	Iteration 1F: 3 clusters Score -3.4153e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145284 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -34155800.000000 Penalty: 6291.367676
	Iteration 2Q: 3 clusters Score -3.41558e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 186808 members 
Entering Unmasked Estep 
Score: -34160112.000000 Penalty: 6291.367676
	Iteration 3Q: 3 clusters Score -3.416011e+07 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 201078 members 
Entering Unmasked Estep 
Score: -34167372.000000 Penalty: 6291.367676
	Iteration 4F: 3 clusters Score -3.416737e+07 nChanged 21917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 221219 members 
Entering Unmasked Estep 
Score: -34180256.000000 Penalty: 6291.367676
	Iteration 5F: 3 clusters Score -3.418026e+07 nChanged 25746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 245613 members 
Entering Unmasked Estep 
Score: -34199828.000000 Penalty: 6291.367676
	Iteration 6F: 3 clusters Score -3.419983e+07 nChanged 25254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 269899 members 
Entering Unmasked Estep 
Score: -34223616.000000 Penalty: 6291.367676
	Iteration 7F: 3 clusters Score -3.422362e+07 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 287713 members 
Entering Unmasked Estep 
Score: -34242416.000000 Penalty: 6291.367676
	Iteration 8F: 3 clusters Score -3.424242e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 297214 members 
Entering Unmasked Estep 
Score: -34253580.000000 Penalty: 6291.367676
	Iteration 9Q: 3 clusters Score -3.425358e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 301752 members 
Entering Unmasked Estep 
Score: -34258796.000000 Penalty: 6291.367676
	Iteration 10Q: 3 clusters Score -3.42588e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 304585 members 
Entering Unmasked Estep 
Score: -34261192.000000 Penalty: 6291.367676
	Iteration 11Q: 3 clusters Score -3.426119e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 306723 members 
Entering Unmasked Estep 
Score: -34262436.000000 Penalty: 6291.367676
	Iteration 12Q: 3 clusters Score -3.426244e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 308454 members 
Entering Unmasked Estep 
Score: -34263224.000000 Penalty: 6291.367676
	Iteration 13Q: 3 clusters Score -3.426322e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 309940 members 
Entering Unmasked Estep 
Score: -34264096.000000 Penalty: 6291.367676
	Iteration 14Q: 3 clusters Score -3.42641e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 311187 members 
Entering Unmasked Estep 
Score: -34264500.000000 Penalty: 6291.367676
	Iteration 15Q: 3 clusters Score -3.42645e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 312239 members 
Entering Unmasked Estep 
Score: -34264856.000000 Penalty: 6291.367676
	Iteration 16Q: 3 clusters Score -3.426486e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 313126 members 
Entering Unmasked Estep 
Score: -34265092.000000 Penalty: 6291.367676
	Iteration 17Q: 3 clusters Score -3.426509e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 313901 members 
Entering Unmasked Estep 
Score: -34265296.000000 Penalty: 6291.367676
	Iteration 18Q: 3 clusters Score -3.42653e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 314598 members 
Entering Unmasked Estep 
Score: -34265308.000000 Penalty: 6291.367676
	Iteration 19Q: 3 clusters Score -3.426531e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 315171 members 
Entering Unmasked Estep 
Score: -34265308.000000 Penalty: 6291.367676
	Iteration 20F: 3 clusters Score -3.426531e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 315640 members 
Entering Unmasked Estep 
Score: -34265396.000000 Penalty: 6291.367676
	Iteration 21Q: 3 clusters Score -3.42654e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 316016 members 
Entering Unmasked Estep 
Score: -34265508.000000 Penalty: 6291.367676
	Iteration 22Q: 3 clusters Score -3.426551e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 316360 members 
Entering Unmasked Estep 
Score: -34265532.000000 Penalty: 6291.367676
	Iteration 23Q: 3 clusters Score -3.426553e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 316652 members 
Entering Unmasked Estep 
Score: -34265548.000000 Penalty: 6291.367676
	Iteration 24Q: 3 clusters Score -3.426555e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 316897 members 
Entering Unmasked Estep 
Score: -34265604.000000 Penalty: 6291.367676
	Iteration 25Q: 3 clusters Score -3.42656e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 317111 members 
Entering Unmasked Estep 
Score: -34265624.000000 Penalty: 6291.367676
	Iteration 26Q: 3 clusters Score -3.426562e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 317292 members 
Entering Unmasked Estep 
Score: -34265688.000000 Penalty: 6291.367676
	Iteration 27Q: 3 clusters Score -3.426569e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 317436 members 
Entering Unmasked Estep 
Score: -34265652.000000 Penalty: 6291.367676
	Iteration 28Q: 3 clusters Score -3.426565e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 317578 members 
Entering Unmasked Estep 
Score: -34265676.000000 Penalty: 6291.367676
	Iteration 29Q: 3 clusters Score -3.426568e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 317702 members 
Entering Unmasked Estep 
Score: -34265680.000000 Penalty: 6291.367676
	Iteration 30Q: 3 clusters Score -3.426568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 317805 members 
Entering Unmasked Estep 
Score: -34265620.000000 Penalty: 6291.367676
	Iteration 31Q: 3 clusters Score -3.426562e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 317898 members 
Entering Unmasked Estep 
Score: -34265656.000000 Penalty: 6291.367676
	Iteration 32Q: 3 clusters Score -3.426566e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 317995 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 33Q: 3 clusters Score -3.426565e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 318072 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 34Q: 3 clusters Score -3.426565e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 318156 members 
Entering Unmasked Estep 
Score: -34265668.000000 Penalty: 6291.367676
	Iteration 35Q: 3 clusters Score -3.426567e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 318219 members 
Entering Unmasked Estep 
Score: -34265656.000000 Penalty: 6291.367676
	Iteration 36Q: 3 clusters Score -3.426566e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 318272 members 
Entering Unmasked Estep 
Score: -34265664.000000 Penalty: 6291.367676
	Iteration 37Q: 3 clusters Score -3.426566e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 318310 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 38Q: 3 clusters Score -3.426565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 318336 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 39Q: 3 clusters Score -3.426566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 318366 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 40F: 3 clusters Score -3.426564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 318393 members 
Entering Unmasked Estep 
Score: -34265700.000000 Penalty: 6291.367676
	Iteration 41Q: 3 clusters Score -3.42657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 318416 members 
Entering Unmasked Estep 
Score: -34265672.000000 Penalty: 6291.367676
	Iteration 42Q: 3 clusters Score -3.426567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 318435 members 
Entering Unmasked Estep 
Score: -34265676.000000 Penalty: 6291.367676
	Iteration 43Q: 3 clusters Score -3.426568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 318455 members 
Entering Unmasked Estep 
Score: -34265692.000000 Penalty: 6291.367676
	Iteration 44Q: 3 clusters Score -3.426569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 318472 members 
Entering Unmasked Estep 
Score: -34265684.000000 Penalty: 6291.367676
	Iteration 45Q: 3 clusters Score -3.426568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 318485 members 
Entering Unmasked Estep 
Score: -34265696.000000 Penalty: 6291.367676
	Iteration 46Q: 3 clusters Score -3.42657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 318509 members 
Entering Unmasked Estep 
Score: -34265668.000000 Penalty: 6291.367676
	Iteration 47Q: 3 clusters Score -3.426567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 318528 members 
Entering Unmasked Estep 
Score: -34265676.000000 Penalty: 6291.367676
	Iteration 48Q: 3 clusters Score -3.426568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 318542 members 
Entering Unmasked Estep 
Score: -34265680.000000 Penalty: 6291.367676
	Iteration 49Q: 3 clusters Score -3.426568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 318556 members 
Entering Unmasked Estep 
Score: -34265676.000000 Penalty: 6291.367676
	Iteration 50Q: 3 clusters Score -3.426568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 318564 members 
Entering Unmasked Estep 
Score: -34265664.000000 Penalty: 6291.367676
	Iteration 51Q: 3 clusters Score -3.426566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 318568 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 52Q: 3 clusters Score -3.426566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 318573 members 
Entering Unmasked Estep 
Score: -34265664.000000 Penalty: 6291.367676
	Iteration 53Q: 3 clusters Score -3.426566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 318575 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 54Q: 3 clusters Score -3.426566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 318577 members 
Entering Unmasked Estep 
Score: -34265644.000000 Penalty: 6291.367676
	Iteration 55Q: 3 clusters Score -3.426564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 318579 members 
Entering Unmasked Estep 
Score: -34265632.000000 Penalty: 6291.367676
	Iteration 56Q: 3 clusters Score -3.426563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 318583 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 57Q: 3 clusters Score -3.426565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 318585 members 
Entering Unmasked Estep 
Score: -34265640.000000 Penalty: 6291.367676
	Iteration 58Q: 3 clusters Score -3.426564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 318587 members 
Entering Unmasked Estep 
Score: -34265644.000000 Penalty: 6291.367676
	Iteration 59Q: 3 clusters Score -3.426564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 318590 members 
Entering Unmasked Estep 
Score: -34265656.000000 Penalty: 6291.367676
	Iteration 60F: 3 clusters Score -3.426566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 318593 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 61Q: 3 clusters Score -3.426565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 318597 members 
Entering Unmasked Estep 
Score: -34265644.000000 Penalty: 6291.367676
	Iteration 62Q: 3 clusters Score -3.426564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 318606 members 
Entering Unmasked Estep 
Score: -34265644.000000 Penalty: 6291.367676
	Iteration 63Q: 3 clusters Score -3.426564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 318618 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 64Q: 3 clusters Score -3.426564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 318635 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 65Q: 3 clusters Score -3.426566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 318655 members 
Entering Unmasked Estep 
Score: -34265652.000000 Penalty: 6291.367676
	Iteration 66Q: 3 clusters Score -3.426565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 318678 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 67Q: 3 clusters Score -3.426565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 318700 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 68Q: 3 clusters Score -3.426565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 318711 members 
Entering Unmasked Estep 
Score: -34265628.000000 Penalty: 6291.367676
	Iteration 69Q: 3 clusters Score -3.426563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 318720 members 
Entering Unmasked Estep 
Score: -34265628.000000 Penalty: 6291.367676
	Iteration 70Q: 3 clusters Score -3.426563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 318725 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 71Q: 3 clusters Score -3.426564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 318733 members 
Entering Unmasked Estep 
Score: -34265620.000000 Penalty: 6291.367676
	Iteration 72Q: 3 clusters Score -3.426562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 318735 members 
Entering Unmasked Estep 
Score: -34265620.000000 Penalty: 6291.367676
	Iteration 73Q: 3 clusters Score -3.426562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 318738 members 
Entering Unmasked Estep 
Score: -34265620.000000 Penalty: 6291.367676
	Iteration 74Q: 3 clusters Score -3.426562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 318742 members 
Entering Unmasked Estep 
Score: -34265596.000000 Penalty: 6291.367676
	Iteration 75Q: 3 clusters Score -3.42656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 318752 members 
Entering Unmasked Estep 
Score: -34265600.000000 Penalty: 6291.367676
	Iteration 76Q: 3 clusters Score -3.42656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 318755 members 
Entering Unmasked Estep 
Score: -34265616.000000 Penalty: 6291.367676
	Iteration 77Q: 3 clusters Score -3.426562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 318753 members 
Entering Unmasked Estep 
Score: -34265628.000000 Penalty: 6291.367676
	Iteration 78Q: 3 clusters Score -3.426563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 318758 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 79Q: 3 clusters Score -3.426564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 318756 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 80F: 3 clusters Score -3.426564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 318757 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 81Q: 3 clusters Score -3.426564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 318760 members 
Entering Unmasked Estep 
Score: -34265648.000000 Penalty: 6291.367676
	Iteration 82Q: 3 clusters Score -3.426565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 318765 members 
Entering Unmasked Estep 
Score: -34265640.000000 Penalty: 6291.367676
	Iteration 83Q: 3 clusters Score -3.426564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 318767 members 
Entering Unmasked Estep 
Score: -34265640.000000 Penalty: 6291.367676
	Iteration 84Q: 3 clusters Score -3.426564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 318770 members 
Entering Unmasked Estep 
Score: -34265632.000000 Penalty: 6291.367676
	Iteration 85Q: 3 clusters Score -3.426563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 318779 members 
Entering Unmasked Estep 
Score: -34265628.000000 Penalty: 6291.367676
	Iteration 86Q: 3 clusters Score -3.426563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 318788 members 
Entering Unmasked Estep 
Score: -34265636.000000 Penalty: 6291.367676
	Iteration 87Q: 3 clusters Score -3.426564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 318795 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 88Q: 3 clusters Score -3.426566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 318796 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 89Q: 3 clusters Score -3.426566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 318796 members 
Entering Unmasked Estep 
Score: -34265660.000000 Penalty: 6291.367676
	Iteration 90F: 3 clusters Score -3.426566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45277.265625 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45277.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43788.343750 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43788.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43935.945312 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43935.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43980.820312 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -43980.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44004.042969 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44004.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44021.722656 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44021.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44032.941406 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44032.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44042.046875 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44042.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44047.175781 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44047.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44052.523438 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -44052.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44054.425781 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -44054.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44054.425781 Penalty: 3067.337891
	Iteration 10F: 3 clusters Score -44054.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -107950.820312 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -107950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105931.304688 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -105931.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106251.265625 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -106251.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106350.539062 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -106350.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106399.445312 Penalty: 3482.457520
	Iteration 3Q: 3 clusters Score -106399.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106427.937500 Penalty: 3482.457520
	Iteration 4Q: 3 clusters Score -106427.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106463.453125 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -106463.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106493.648438 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -106493.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106520.515625 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -106520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106543.929688 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -106543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106556.335938 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -106556.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106567.140625 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -106567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106571.031250 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -106571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106572.109375 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -106572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -106574.125000 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -106574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106576.250000 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -106576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106576.250000 Penalty: 3482.457520
	Iteration 15F: 3 clusters Score -106576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78190.148438 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78190.15 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78588.140625 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78588.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78744.656250 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78744.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78804.507812 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -78804.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78856.648438 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -78856.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78903.156250 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -78903.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78975.140625 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -78975.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79118.835938 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79118.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79400.125000 Penalty: 3376.187500
	Iteration 8F: 3 clusters Score -79400.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79817.835938 Penalty: 3376.187500
	Iteration 9F: 3 clusters Score -79817.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80387.609375 Penalty: 3376.187500
	Iteration 10F: 3 clusters Score -80387.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80723.015625 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -80723.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80734.390625 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -80734.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80739.546875 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -80739.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80745.328125 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80745.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80757.117188 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80757.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80782.882812 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80782.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80811.070312 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80811.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80873.835938 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80873.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81015.125000 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -81015.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81042.664062 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -81042.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 22F: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 194752 members 
Mstep: Class 3 contains 266883 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66372 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412566 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 322613 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 387 members 
Entering Unmasked Estep 
Score: -158371312.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158372304.000000 to -158371312.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 194752 members 
Mstep: Class 3 contains 266883 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35409 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66372 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412566 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 322613 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 84740.203125
Iteration 279Q: 25 clusters Score -1.583722e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 194774 members 
Mstep: Class 3 contains 266873 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66372 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412565 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 322599 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372096.000000 Penalty: 84740.203125
Iteration 280F: 25 clusters Score -1.583721e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 194800 members 
Mstep: Class 3 contains 266867 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66373 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412554 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46159 members 
Mstep: Class 21 contains 322584 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 84740.203125
Iteration 281Q: 25 clusters Score -1.583722e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 194823 members 
Mstep: Class 3 contains 266863 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 29682 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66373 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412545 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 322578 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372064.000000 Penalty: 84740.203125
Iteration 282Q: 25 clusters Score -1.583721e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 194846 members 
Mstep: Class 3 contains 266842 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35406 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66373 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412541 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 322581 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 84740.203125
Iteration 283Q: 25 clusters Score -1.583722e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 194868 members 
Mstep: Class 3 contains 266823 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66374 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412533 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 322585 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372256.000000 Penalty: 84740.203125
Iteration 284Q: 25 clusters Score -1.583723e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 194898 members 
Mstep: Class 3 contains 266802 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29686 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66377 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412533 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 322576 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372288.000000 Penalty: 84740.203125
Iteration 285Q: 25 clusters Score -1.583723e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 194919 members 
Mstep: Class 3 contains 266791 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29687 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66379 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412533 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322565 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 84740.203125
Iteration 286Q: 25 clusters Score -1.583722e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 194939 members 
Mstep: Class 3 contains 266780 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35412 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66378 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13019 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412529 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322552 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 84740.203125
Iteration 287Q: 25 clusters Score -1.583722e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 194950 members 
Mstep: Class 3 contains 266766 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66379 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13022 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412526 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322549 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 84740.203125
Iteration 288Q: 25 clusters Score -1.583721e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 194965 members 
Mstep: Class 3 contains 266752 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29687 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66379 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13031 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412523 members 
Mstep: Class 18 contains 3508 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 322538 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 84740.203125
Iteration 289Q: 25 clusters Score -1.583721e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 194985 members 
Mstep: Class 3 contains 266737 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29689 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35418 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66378 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13042 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412521 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 322520 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 84740.203125
Iteration 290Q: 25 clusters Score -1.583722e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 195017 members 
Mstep: Class 3 contains 266726 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29689 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66381 members 
Mstep: Class 13 contains 15981 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412510 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 322503 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 84740.203125
Iteration 291Q: 25 clusters Score -1.583722e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 195041 members 
Mstep: Class 3 contains 266712 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29691 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66382 members 
Mstep: Class 13 contains 15980 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13055 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412508 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 322486 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 84740.203125
Iteration 292Q: 25 clusters Score -1.583722e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 195067 members 
Mstep: Class 3 contains 266709 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29691 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66386 members 
Mstep: Class 13 contains 15976 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13064 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412508 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 322450 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 84740.203125
Iteration 293Q: 25 clusters Score -1.583722e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 195101 members 
Mstep: Class 3 contains 266697 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29690 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66389 members 
Mstep: Class 13 contains 15975 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13075 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412498 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46154 members 
Mstep: Class 21 contains 322423 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 84740.203125
Iteration 294Q: 25 clusters Score -1.583721e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 195140 members 
Mstep: Class 3 contains 266684 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 35418 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66393 members 
Mstep: Class 13 contains 15972 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13088 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412476 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 322400 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 84740.203125
Iteration 295Q: 25 clusters Score -1.583722e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 195179 members 
Mstep: Class 3 contains 266660 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 35414 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66400 members 
Mstep: Class 13 contains 15967 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412451 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 322391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372064.000000 Penalty: 84740.203125
Iteration 296Q: 25 clusters Score -1.583721e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 195209 members 
Mstep: Class 3 contains 266643 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29697 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66405 members 
Mstep: Class 13 contains 15963 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13125 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412442 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 322354 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372192.000000 Penalty: 84740.203125
Iteration 297Q: 25 clusters Score -1.583722e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 195251 members 
Mstep: Class 3 contains 266636 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29700 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 35415 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66411 members 
Mstep: Class 13 contains 15959 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412421 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46167 members 
Mstep: Class 21 contains 322315 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372240.000000 Penalty: 84740.203125
Iteration 298Q: 25 clusters Score -1.583722e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 195294 members 
Mstep: Class 3 contains 266617 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29701 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66421 members 
Mstep: Class 13 contains 15951 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412411 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 322282 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372272.000000 Penalty: 84740.203125
Iteration 299Q: 25 clusters Score -1.583723e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 195330 members 
Mstep: Class 3 contains 266600 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29703 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35414 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66428 members 
Mstep: Class 13 contains 15946 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13166 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412379 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 322273 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372304.000000 Penalty: 84740.203125
Iteration 300F: 25 clusters Score -1.583723e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 195365 members 
Mstep: Class 3 contains 266568 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 29703 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66437 members 
Mstep: Class 13 contains 15942 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13172 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412364 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 322270 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372304.000000 Penalty: 84740.203125
Iteration 301Q: 25 clusters Score -1.583723e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 195396 members 
Mstep: Class 3 contains 266557 members 
Mstep: Class 4 contains 9705 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 29705 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35411 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66442 members 
Mstep: Class 13 contains 15939 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412357 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46172 members 
Mstep: Class 21 contains 322247 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372336.000000 Penalty: 84740.203125
Iteration 302Q: 25 clusters Score -1.583723e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 195417 members 
Mstep: Class 3 contains 266538 members 
Mstep: Class 4 contains 9705 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 29704 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35411 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66449 members 
Mstep: Class 13 contains 15935 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13188 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412347 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 322241 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372416.000000 Penalty: 84740.203125
Iteration 303Q: 25 clusters Score -1.583724e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 195439 members 
Mstep: Class 3 contains 266522 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29706 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35406 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66457 members 
Mstep: Class 13 contains 15930 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412328 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 322244 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372432.000000 Penalty: 84740.203125
Iteration 304Q: 25 clusters Score -1.583724e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 195477 members 
Mstep: Class 3 contains 266510 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28853 members 
Mstep: Class 8 contains 29707 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66467 members 
Mstep: Class 13 contains 15923 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412305 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 322224 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372464.000000 Penalty: 84740.203125
Iteration 305Q: 25 clusters Score -1.583725e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 195507 members 
Mstep: Class 3 contains 266504 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 6557 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29706 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66471 members 
Mstep: Class 13 contains 15919 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13216 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412283 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 322204 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372384.000000 Penalty: 84740.203125
Iteration 306Q: 25 clusters Score -1.583724e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 195540 members 
Mstep: Class 3 contains 266498 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6556 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 29706 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35403 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66480 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412258 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 322179 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372432.000000 Penalty: 84740.203125
Iteration 307Q: 25 clusters Score -1.583724e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 195567 members 
Mstep: Class 3 contains 266507 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6555 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 29708 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66485 members 
Mstep: Class 13 contains 15906 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412228 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46176 members 
Mstep: Class 21 contains 322147 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372560.000000 Penalty: 84740.203125
Iteration 308Q: 25 clusters Score -1.583726e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 195605 members 
Mstep: Class 3 contains 266512 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6556 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28851 members 
Mstep: Class 8 contains 29708 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66489 members 
Mstep: Class 13 contains 15898 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13266 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412205 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 322101 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372448.000000 Penalty: 84740.203125
Iteration 309Q: 25 clusters Score -1.583724e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 195642 members 
Mstep: Class 3 contains 266520 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6559 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 29708 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35415 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66493 members 
Mstep: Class 13 contains 15890 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412188 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46182 members 
Mstep: Class 21 contains 322046 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372496.000000 Penalty: 84740.203125
Iteration 310Q: 25 clusters Score -1.583725e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 195674 members 
Mstep: Class 3 contains 266513 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6557 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 29704 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66500 members 
Mstep: Class 13 contains 15882 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412177 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46183 members 
Mstep: Class 21 contains 322016 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372544.000000 Penalty: 84740.203125
Iteration 311Q: 25 clusters Score -1.583725e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 195698 members 
Mstep: Class 3 contains 266512 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 6555 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28849 members 
Mstep: Class 8 contains 29702 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66503 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412164 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46183 members 
Mstep: Class 21 contains 321990 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372672.000000 Penalty: 84740.203125
Iteration 312Q: 25 clusters Score -1.583727e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 195719 members 
Mstep: Class 3 contains 266512 members 
Mstep: Class 4 contains 9703 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29701 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35420 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66509 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412152 members 
Mstep: Class 18 contains 3532 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 321970 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372656.000000 Penalty: 84740.203125
Iteration 313Q: 25 clusters Score -1.583727e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 195731 members 
Mstep: Class 3 contains 266508 members 
Mstep: Class 4 contains 9700 members 
Mstep: Class 5 contains 6553 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29700 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66514 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13333 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412124 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46181 members 
Mstep: Class 21 contains 321976 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372576.000000 Penalty: 84740.203125
Iteration 314Q: 25 clusters Score -1.583726e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 195752 members 
Mstep: Class 3 contains 266502 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 6553 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 29699 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66518 members 
Mstep: Class 13 contains 15860 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412101 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46183 members 
Mstep: Class 21 contains 321967 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372368.000000 Penalty: 84740.203125
Iteration 315Q: 25 clusters Score -1.583724e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 195786 members 
Mstep: Class 3 contains 266506 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 6552 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29697 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66522 members 
Mstep: Class 13 contains 15858 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412072 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46183 members 
Mstep: Class 21 contains 321936 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372544.000000 Penalty: 84740.203125
Iteration 316Q: 25 clusters Score -1.583725e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 195805 members 
Mstep: Class 3 contains 266500 members 
Mstep: Class 4 contains 9699 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28845 members 
Mstep: Class 8 contains 29693 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66527 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412060 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321905 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372656.000000 Penalty: 84740.203125
Iteration 317Q: 25 clusters Score -1.583727e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 195818 members 
Mstep: Class 3 contains 266489 members 
Mstep: Class 4 contains 9696 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28844 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66529 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13425 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412034 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46187 members 
Mstep: Class 21 contains 321905 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372592.000000 Penalty: 84740.203125
Iteration 318Q: 25 clusters Score -1.583726e+08 nChanged 153
Entering ConstructFrom: 
Score: -158372592.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (61621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Entering Unmasked Estep 
Score: -6642181.000000 Penalty: 2735.132080
	Iteration 0F: 2 clusters Score -6642181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -6600680.000000 Penalty: 5470.264160
	Iteration 0F: 3 clusters Score -6600680 nChanged 28761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6616864.500000 Penalty: 5470.264160
	Iteration 1F: 3 clusters Score -6616864 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6617786.500000 Penalty: 5470.264160
	Iteration 2Q: 3 clusters Score -6617786 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -6618946.500000 Penalty: 5470.264160
	Iteration 3Q: 3 clusters Score -6618946 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -6620371.500000 Penalty: 5470.264160
	Iteration 4Q: 3 clusters Score -6620372 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -6621963.000000 Penalty: 5470.264160
	Iteration 5Q: 3 clusters Score -6621963 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -6623792.500000 Penalty: 5470.264160
	Iteration 6Q: 3 clusters Score -6623792 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -6625899.500000 Penalty: 5470.264160
	Iteration 7F: 3 clusters Score -6625900 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -6628227.500000 Penalty: 5470.264160
	Iteration 8F: 3 clusters Score -6628228 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -6630503.500000 Penalty: 5470.264160
	Iteration 9F: 3 clusters Score -6630504 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6632512.500000 Penalty: 5470.264160
	Iteration 10Q: 3 clusters Score -6632512 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6634121.000000 Penalty: 5470.264160
	Iteration 11Q: 3 clusters Score -6634121 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -6635447.000000 Penalty: 5470.264160
	Iteration 12Q: 3 clusters Score -6635447 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -6636554.500000 Penalty: 5470.264160
	Iteration 13Q: 3 clusters Score -6636554 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -6637459.500000 Penalty: 5470.264160
	Iteration 14Q: 3 clusters Score -6637460 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -6638106.500000 Penalty: 5470.264160
	Iteration 15Q: 3 clusters Score -6638106 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -6638551.000000 Penalty: 5470.264160
	Iteration 16Q: 3 clusters Score -6638551 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -6638878.500000 Penalty: 5470.264160
	Iteration 17Q: 3 clusters Score -6638878 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -6639095.500000 Penalty: 5470.264160
	Iteration 18Q: 3 clusters Score -6639096 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -6639292.500000 Penalty: 5470.264160
	Iteration 19Q: 3 clusters Score -6639292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -6639427.000000 Penalty: 5470.264160
	Iteration 20F: 3 clusters Score -6639427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -6639521.000000 Penalty: 5470.264160
	Iteration 21Q: 3 clusters Score -6639521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -6639587.500000 Penalty: 5470.264160
	Iteration 22Q: 3 clusters Score -6639588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -6639657.500000 Penalty: 5470.264160
	Iteration 23Q: 3 clusters Score -6639658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -6639710.000000 Penalty: 5470.264160
	Iteration 24Q: 3 clusters Score -6639710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -6639750.500000 Penalty: 5470.264160
	Iteration 25Q: 3 clusters Score -6639750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -6639791.000000 Penalty: 5470.264160
	Iteration 26Q: 3 clusters Score -6639791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -6639819.000000 Penalty: 5470.264160
	Iteration 27Q: 3 clusters Score -6639819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -6639831.500000 Penalty: 5470.264160
	Iteration 28Q: 3 clusters Score -6639832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -6639835.000000 Penalty: 5470.264160
	Iteration 29Q: 3 clusters Score -6639835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -6639846.000000 Penalty: 5470.264160
	Iteration 30Q: 3 clusters Score -6639846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -6639861.500000 Penalty: 5470.264160
	Iteration 31Q: 3 clusters Score -6639862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -6639873.000000 Penalty: 5470.264160
	Iteration 32Q: 3 clusters Score -6639873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -6639877.500000 Penalty: 5470.264160
	Iteration 33Q: 3 clusters Score -6639878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -6639889.000000 Penalty: 5470.264160
	Iteration 34Q: 3 clusters Score -6639889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -6639899.000000 Penalty: 5470.264160
	Iteration 35Q: 3 clusters Score -6639899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -6639911.000000 Penalty: 5470.264160
	Iteration 36Q: 3 clusters Score -6639911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -6639915.500000 Penalty: 5470.264160
	Iteration 37Q: 3 clusters Score -6639916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -6639931.000000 Penalty: 5470.264160
	Iteration 38Q: 3 clusters Score -6639931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -6639938.000000 Penalty: 5470.264160
	Iteration 39Q: 3 clusters Score -6639938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -6639941.000000 Penalty: 5470.264160
	Iteration 40F: 3 clusters Score -6639941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -6639943.500000 Penalty: 5470.264160
	Iteration 41Q: 3 clusters Score -6639944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -6639958.000000 Penalty: 5470.264160
	Iteration 42Q: 3 clusters Score -6639958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -6639953.000000 Penalty: 5470.264160
	Iteration 43Q: 3 clusters Score -6639953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -6639957.500000 Penalty: 5470.264160
	Iteration 44Q: 3 clusters Score -6639958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -6639959.000000 Penalty: 5470.264160
	Iteration 45Q: 3 clusters Score -6639959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -6639954.500000 Penalty: 5470.264160
	Iteration 46Q: 3 clusters Score -6639954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -6639955.000000 Penalty: 5470.264160
	Iteration 47Q: 3 clusters Score -6639955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6639955.000000 Penalty: 5470.264160
	Iteration 48Q: 3 clusters Score -6639955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -6639959.500000 Penalty: 5470.264160
	Iteration 49Q: 3 clusters Score -6639960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -6639963.500000 Penalty: 5470.264160
	Iteration 50Q: 3 clusters Score -6639964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -6639966.000000 Penalty: 5470.264160
	Iteration 51Q: 3 clusters Score -6639966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -6639964.500000 Penalty: 5470.264160
	Iteration 52Q: 3 clusters Score -6639964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -6639971.000000 Penalty: 5470.264160
	Iteration 53Q: 3 clusters Score -6639971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -6639971.500000 Penalty: 5470.264160
	Iteration 54Q: 3 clusters Score -6639972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -6639971.500000 Penalty: 5470.264160
	Iteration 55F: 3 clusters Score -6639972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (195833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Entering Unmasked Estep 
Score: -20880844.000000 Penalty: 3021.884277
	Iteration 0F: 2 clusters Score -2.088084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98198 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -20750800.000000 Penalty: 6043.768555
	Iteration 0F: 3 clusters Score -2.07508e+07 nChanged 94124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -20806308.000000 Penalty: 6043.768555
	Iteration 1F: 3 clusters Score -2.080631e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -20808384.000000 Penalty: 6043.768555
	Iteration 2Q: 3 clusters Score -2.080838e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108005 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -20811942.000000 Penalty: 6043.768555
	Iteration 3Q: 3 clusters Score -2.081194e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -20817976.000000 Penalty: 6043.768555
	Iteration 4F: 3 clusters Score -2.081798e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -20827544.000000 Penalty: 6043.768555
	Iteration 5F: 3 clusters Score -2.082754e+07 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138907 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -20841484.000000 Penalty: 6043.768555
	Iteration 6F: 3 clusters Score -2.084148e+07 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -20856494.000000 Penalty: 6043.768555
	Iteration 7F: 3 clusters Score -2.085649e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -20867620.000000 Penalty: 6043.768555
	Iteration 8F: 3 clusters Score -2.086762e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -20873038.000000 Penalty: 6043.768555
	Iteration 9Q: 3 clusters Score -2.087304e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -20875530.000000 Penalty: 6043.768555
	Iteration 10Q: 3 clusters Score -2.087553e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -20876982.000000 Penalty: 6043.768555
	Iteration 11Q: 3 clusters Score -2.087698e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -20877932.000000 Penalty: 6043.768555
	Iteration 12Q: 3 clusters Score -2.087793e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -20878638.000000 Penalty: 6043.768555
	Iteration 13Q: 3 clusters Score -2.087864e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181321 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -20879190.000000 Penalty: 6043.768555
	Iteration 14Q: 3 clusters Score -2.087919e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -20879556.000000 Penalty: 6043.768555
	Iteration 15Q: 3 clusters Score -2.087956e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183771 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -20879974.000000 Penalty: 6043.768555
	Iteration 16Q: 3 clusters Score -2.087997e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184754 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -20880180.000000 Penalty: 6043.768555
	Iteration 17Q: 3 clusters Score -2.088018e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185613 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -20880374.000000 Penalty: 6043.768555
	Iteration 18Q: 3 clusters Score -2.088037e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186331 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -20880538.000000 Penalty: 6043.768555
	Iteration 19Q: 3 clusters Score -2.088054e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186951 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -20880738.000000 Penalty: 6043.768555
	Iteration 20F: 3 clusters Score -2.088074e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187436 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -20880828.000000 Penalty: 6043.768555
	Iteration 21Q: 3 clusters Score -2.088083e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187863 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -20880944.000000 Penalty: 6043.768555
	Iteration 22Q: 3 clusters Score -2.088094e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188269 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -20881052.000000 Penalty: 6043.768555
	Iteration 23Q: 3 clusters Score -2.088105e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188583 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -20881090.000000 Penalty: 6043.768555
	Iteration 24Q: 3 clusters Score -2.088109e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188843 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -20881128.000000 Penalty: 6043.768555
	Iteration 25Q: 3 clusters Score -2.088113e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -20881184.000000 Penalty: 6043.768555
	Iteration 26Q: 3 clusters Score -2.088118e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189279 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -20881208.000000 Penalty: 6043.768555
	Iteration 27Q: 3 clusters Score -2.088121e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -20881226.000000 Penalty: 6043.768555
	Iteration 28Q: 3 clusters Score -2.088123e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189581 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -20881216.000000 Penalty: 6043.768555
	Iteration 29Q: 3 clusters Score -2.088122e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189715 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -20881236.000000 Penalty: 6043.768555
	Iteration 30Q: 3 clusters Score -2.088124e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189813 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -20881242.000000 Penalty: 6043.768555
	Iteration 31Q: 3 clusters Score -2.088124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189885 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -20881256.000000 Penalty: 6043.768555
	Iteration 32Q: 3 clusters Score -2.088126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189942 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -20881220.000000 Penalty: 6043.768555
	Iteration 33Q: 3 clusters Score -2.088122e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189997 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -20881230.000000 Penalty: 6043.768555
	Iteration 34Q: 3 clusters Score -2.088123e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190051 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -20881238.000000 Penalty: 6043.768555
	Iteration 35Q: 3 clusters Score -2.088124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190090 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -20881212.000000 Penalty: 6043.768555
	Iteration 36Q: 3 clusters Score -2.088121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190119 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -20881234.000000 Penalty: 6043.768555
	Iteration 37Q: 3 clusters Score -2.088123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190148 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -20881242.000000 Penalty: 6043.768555
	Iteration 38Q: 3 clusters Score -2.088124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190164 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -20881224.000000 Penalty: 6043.768555
	Iteration 39Q: 3 clusters Score -2.088122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190176 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -20881230.000000 Penalty: 6043.768555
	Iteration 40F: 3 clusters Score -2.088123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190183 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -20881244.000000 Penalty: 6043.768555
	Iteration 41Q: 3 clusters Score -2.088124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190190 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -20881240.000000 Penalty: 6043.768555
	Iteration 42Q: 3 clusters Score -2.088124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -20881246.000000 Penalty: 6043.768555
	Iteration 43Q: 3 clusters Score -2.088125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190208 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -20881230.000000 Penalty: 6043.768555
	Iteration 44Q: 3 clusters Score -2.088123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190221 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -20881208.000000 Penalty: 6043.768555
	Iteration 45Q: 3 clusters Score -2.088121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -20881208.000000 Penalty: 6043.768555
	Iteration 46Q: 3 clusters Score -2.088121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190238 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -20881204.000000 Penalty: 6043.768555
	Iteration 47Q: 3 clusters Score -2.08812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190246 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -20881200.000000 Penalty: 6043.768555
	Iteration 48Q: 3 clusters Score -2.08812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190252 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -20881196.000000 Penalty: 6043.768555
	Iteration 49Q: 3 clusters Score -2.08812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190259 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -20881214.000000 Penalty: 6043.768555
	Iteration 50Q: 3 clusters Score -2.088121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190266 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -20881202.000000 Penalty: 6043.768555
	Iteration 51Q: 3 clusters Score -2.08812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190270 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -20881208.000000 Penalty: 6043.768555
	Iteration 52Q: 3 clusters Score -2.088121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190273 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -20881208.000000 Penalty: 6043.768555
	Iteration 53Q: 3 clusters Score -2.088121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -20881216.000000 Penalty: 6043.768555
	Iteration 54Q: 3 clusters Score -2.088122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190281 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -20881218.000000 Penalty: 6043.768555
	Iteration 55Q: 3 clusters Score -2.088122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190282 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -20881214.000000 Penalty: 6043.768555
	Iteration 56Q: 3 clusters Score -2.088121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190283 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -20881222.000000 Penalty: 6043.768555
	Iteration 57Q: 3 clusters Score -2.088122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190283 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -20881222.000000 Penalty: 6043.768555
	Iteration 58F: 3 clusters Score -2.088122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 190283 members 
Mstep: Class 3 contains 266475 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66536 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412011 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321893 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 5550 members 
Entering Unmasked Estep 
Score: -158371264.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158372592.000000 to -158371264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (266475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266475 members 
Entering Unmasked Estep 
Score: -28303216.000000 Penalty: 3098.272705
	Iteration 0F: 2 clusters Score -2.830322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132979 members 
Mstep: Class 2 contains 133496 members 
Entering Unmasked Estep 
Score: -28129398.000000 Penalty: 6196.545410
	Iteration 0F: 3 clusters Score -2.81294e+07 nChanged 128630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -28206144.000000 Penalty: 6196.545410
	Iteration 1F: 3 clusters Score -2.820614e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -28208690.000000 Penalty: 6196.545410
	Iteration 2Q: 3 clusters Score -2.820869e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121108 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -28212990.000000 Penalty: 6196.545410
	Iteration 3Q: 3 clusters Score -2.821299e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 153006 members 
Entering Unmasked Estep 
Score: -28219688.000000 Penalty: 6196.545410
	Iteration 4Q: 3 clusters Score -2.821969e+07 nChanged 16721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -28229806.000000 Penalty: 6196.545410
	Iteration 5F: 3 clusters Score -2.822981e+07 nChanged 20199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 180588 members 
Entering Unmasked Estep 
Score: -28244542.000000 Penalty: 6196.545410
	Iteration 6F: 3 clusters Score -2.824454e+07 nChanged 21571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 199003 members 
Entering Unmasked Estep 
Score: -28262528.000000 Penalty: 6196.545410
	Iteration 7F: 3 clusters Score -2.826253e+07 nChanged 18816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 215625 members 
Entering Unmasked Estep 
Score: -28279018.000000 Penalty: 6196.545410
	Iteration 8F: 3 clusters Score -2.827902e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 226883 members 
Entering Unmasked Estep 
Score: -28289908.000000 Penalty: 6196.545410
	Iteration 9Q: 3 clusters Score -2.828991e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 233539 members 
Entering Unmasked Estep 
Score: -28295070.000000 Penalty: 6196.545410
	Iteration 10Q: 3 clusters Score -2.829507e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 237939 members 
Entering Unmasked Estep 
Score: -28297450.000000 Penalty: 6196.545410
	Iteration 11Q: 3 clusters Score -2.829745e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 241262 members 
Entering Unmasked Estep 
Score: -28298802.000000 Penalty: 6196.545410
	Iteration 12Q: 3 clusters Score -2.82988e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 244021 members 
Entering Unmasked Estep 
Score: -28299728.000000 Penalty: 6196.545410
	Iteration 13Q: 3 clusters Score -2.829973e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 246307 members 
Entering Unmasked Estep 
Score: -28300426.000000 Penalty: 6196.545410
	Iteration 14Q: 3 clusters Score -2.830043e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 248261 members 
Entering Unmasked Estep 
Score: -28300886.000000 Penalty: 6196.545410
	Iteration 15Q: 3 clusters Score -2.830089e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 249945 members 
Entering Unmasked Estep 
Score: -28300996.000000 Penalty: 6196.545410
	Iteration 16Q: 3 clusters Score -2.8301e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 251358 members 
Entering Unmasked Estep 
Score: -28301408.000000 Penalty: 6196.545410
	Iteration 17Q: 3 clusters Score -2.830141e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 252594 members 
Entering Unmasked Estep 
Score: -28301696.000000 Penalty: 6196.545410
	Iteration 18Q: 3 clusters Score -2.83017e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 253692 members 
Entering Unmasked Estep 
Score: -28301828.000000 Penalty: 6196.545410
	Iteration 19Q: 3 clusters Score -2.830183e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 254652 members 
Entering Unmasked Estep 
Score: -28302120.000000 Penalty: 6196.545410
	Iteration 20F: 3 clusters Score -2.830212e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 255464 members 
Entering Unmasked Estep 
Score: -28302368.000000 Penalty: 6196.545410
	Iteration 21Q: 3 clusters Score -2.830237e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 256135 members 
Entering Unmasked Estep 
Score: -28302428.000000 Penalty: 6196.545410
	Iteration 22Q: 3 clusters Score -2.830243e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 256752 members 
Entering Unmasked Estep 
Score: -28302592.000000 Penalty: 6196.545410
	Iteration 23Q: 3 clusters Score -2.830259e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 257257 members 
Entering Unmasked Estep 
Score: -28302620.000000 Penalty: 6196.545410
	Iteration 24Q: 3 clusters Score -2.830262e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 257684 members 
Entering Unmasked Estep 
Score: -28302662.000000 Penalty: 6196.545410
	Iteration 25Q: 3 clusters Score -2.830266e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 258044 members 
Entering Unmasked Estep 
Score: -28302588.000000 Penalty: 6196.545410
	Iteration 26Q: 3 clusters Score -2.830259e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 258347 members 
Entering Unmasked Estep 
Score: -28302664.000000 Penalty: 6196.545410
	Iteration 27Q: 3 clusters Score -2.830266e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 258580 members 
Entering Unmasked Estep 
Score: -28302666.000000 Penalty: 6196.545410
	Iteration 28Q: 3 clusters Score -2.830267e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 258777 members 
Entering Unmasked Estep 
Score: -28302714.000000 Penalty: 6196.545410
	Iteration 29Q: 3 clusters Score -2.830271e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 258974 members 
Entering Unmasked Estep 
Score: -28302730.000000 Penalty: 6196.545410
	Iteration 30Q: 3 clusters Score -2.830273e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 259153 members 
Entering Unmasked Estep 
Score: -28302722.000000 Penalty: 6196.545410
	Iteration 31Q: 3 clusters Score -2.830272e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 259270 members 
Entering Unmasked Estep 
Score: -28302730.000000 Penalty: 6196.545410
	Iteration 32Q: 3 clusters Score -2.830273e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 259378 members 
Entering Unmasked Estep 
Score: -28302806.000000 Penalty: 6196.545410
	Iteration 33Q: 3 clusters Score -2.830281e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 259469 members 
Entering Unmasked Estep 
Score: -28302832.000000 Penalty: 6196.545410
	Iteration 34Q: 3 clusters Score -2.830283e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 259545 members 
Entering Unmasked Estep 
Score: -28302840.000000 Penalty: 6196.545410
	Iteration 35Q: 3 clusters Score -2.830284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 259606 members 
Entering Unmasked Estep 
Score: -28302842.000000 Penalty: 6196.545410
	Iteration 36Q: 3 clusters Score -2.830284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 259667 members 
Entering Unmasked Estep 
Score: -28302870.000000 Penalty: 6196.545410
	Iteration 37Q: 3 clusters Score -2.830287e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 259712 members 
Entering Unmasked Estep 
Score: -28302834.000000 Penalty: 6196.545410
	Iteration 38Q: 3 clusters Score -2.830283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 259761 members 
Entering Unmasked Estep 
Score: -28302862.000000 Penalty: 6196.545410
	Iteration 39Q: 3 clusters Score -2.830286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 259814 members 
Entering Unmasked Estep 
Score: -28302872.000000 Penalty: 6196.545410
	Iteration 40F: 3 clusters Score -2.830287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 259871 members 
Entering Unmasked Estep 
Score: -28302894.000000 Penalty: 6196.545410
	Iteration 41Q: 3 clusters Score -2.830289e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 259936 members 
Entering Unmasked Estep 
Score: -28302876.000000 Penalty: 6196.545410
	Iteration 42Q: 3 clusters Score -2.830288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 259990 members 
Entering Unmasked Estep 
Score: -28302836.000000 Penalty: 6196.545410
	Iteration 43Q: 3 clusters Score -2.830284e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 260044 members 
Entering Unmasked Estep 
Score: -28302848.000000 Penalty: 6196.545410
	Iteration 44Q: 3 clusters Score -2.830285e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 260094 members 
Entering Unmasked Estep 
Score: -28302860.000000 Penalty: 6196.545410
	Iteration 45Q: 3 clusters Score -2.830286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 260131 members 
Entering Unmasked Estep 
Score: -28302856.000000 Penalty: 6196.545410
	Iteration 46Q: 3 clusters Score -2.830286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 260169 members 
Entering Unmasked Estep 
Score: -28302860.000000 Penalty: 6196.545410
	Iteration 47Q: 3 clusters Score -2.830286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 260207 members 
Entering Unmasked Estep 
Score: -28302860.000000 Penalty: 6196.545410
	Iteration 48Q: 3 clusters Score -2.830286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 260240 members 
Entering Unmasked Estep 
Score: -28302892.000000 Penalty: 6196.545410
	Iteration 49Q: 3 clusters Score -2.830289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 260269 members 
Entering Unmasked Estep 
Score: -28302874.000000 Penalty: 6196.545410
	Iteration 50Q: 3 clusters Score -2.830287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 260304 members 
Entering Unmasked Estep 
Score: -28302870.000000 Penalty: 6196.545410
	Iteration 51Q: 3 clusters Score -2.830287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 260329 members 
Entering Unmasked Estep 
Score: -28302872.000000 Penalty: 6196.545410
	Iteration 52Q: 3 clusters Score -2.830287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 260359 members 
Entering Unmasked Estep 
Score: -28302824.000000 Penalty: 6196.545410
	Iteration 53Q: 3 clusters Score -2.830282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 260387 members 
Entering Unmasked Estep 
Score: -28302836.000000 Penalty: 6196.545410
	Iteration 54Q: 3 clusters Score -2.830284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 260416 members 
Entering Unmasked Estep 
Score: -28302848.000000 Penalty: 6196.545410
	Iteration 55Q: 3 clusters Score -2.830285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 260449 members 
Entering Unmasked Estep 
Score: -28302830.000000 Penalty: 6196.545410
	Iteration 56Q: 3 clusters Score -2.830283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 260479 members 
Entering Unmasked Estep 
Score: -28302822.000000 Penalty: 6196.545410
	Iteration 57Q: 3 clusters Score -2.830282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 260500 members 
Entering Unmasked Estep 
Score: -28302842.000000 Penalty: 6196.545410
	Iteration 58Q: 3 clusters Score -2.830284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 260525 members 
Entering Unmasked Estep 
Score: -28302820.000000 Penalty: 6196.545410
	Iteration 59Q: 3 clusters Score -2.830282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 260545 members 
Entering Unmasked Estep 
Score: -28302834.000000 Penalty: 6196.545410
	Iteration 60F: 3 clusters Score -2.830283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 260561 members 
Entering Unmasked Estep 
Score: -28302860.000000 Penalty: 6196.545410
	Iteration 61Q: 3 clusters Score -2.830286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 260583 members 
Entering Unmasked Estep 
Score: -28302846.000000 Penalty: 6196.545410
	Iteration 62Q: 3 clusters Score -2.830285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 260603 members 
Entering Unmasked Estep 
Score: -28302824.000000 Penalty: 6196.545410
	Iteration 63Q: 3 clusters Score -2.830282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 260631 members 
Entering Unmasked Estep 
Score: -28302794.000000 Penalty: 6196.545410
	Iteration 64Q: 3 clusters Score -2.830279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 260658 members 
Entering Unmasked Estep 
Score: -28302798.000000 Penalty: 6196.545410
	Iteration 65Q: 3 clusters Score -2.83028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 260687 members 
Entering Unmasked Estep 
Score: -28302802.000000 Penalty: 6196.545410
	Iteration 66Q: 3 clusters Score -2.83028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 260716 members 
Entering Unmasked Estep 
Score: -28302798.000000 Penalty: 6196.545410
	Iteration 67Q: 3 clusters Score -2.83028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 260736 members 
Entering Unmasked Estep 
Score: -28302794.000000 Penalty: 6196.545410
	Iteration 68Q: 3 clusters Score -2.830279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 260760 members 
Entering Unmasked Estep 
Score: -28302796.000000 Penalty: 6196.545410
	Iteration 69Q: 3 clusters Score -2.83028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 260791 members 
Entering Unmasked Estep 
Score: -28302816.000000 Penalty: 6196.545410
	Iteration 70Q: 3 clusters Score -2.830282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 260817 members 
Entering Unmasked Estep 
Score: -28302822.000000 Penalty: 6196.545410
	Iteration 71Q: 3 clusters Score -2.830282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 260833 members 
Entering Unmasked Estep 
Score: -28302810.000000 Penalty: 6196.545410
	Iteration 72Q: 3 clusters Score -2.830281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 260854 members 
Entering Unmasked Estep 
Score: -28302814.000000 Penalty: 6196.545410
	Iteration 73Q: 3 clusters Score -2.830281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 260871 members 
Entering Unmasked Estep 
Score: -28302796.000000 Penalty: 6196.545410
	Iteration 74Q: 3 clusters Score -2.83028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 260890 members 
Entering Unmasked Estep 
Score: -28302818.000000 Penalty: 6196.545410
	Iteration 75Q: 3 clusters Score -2.830282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 260913 members 
Entering Unmasked Estep 
Score: -28302826.000000 Penalty: 6196.545410
	Iteration 76Q: 3 clusters Score -2.830283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 260938 members 
Entering Unmasked Estep 
Score: -28302846.000000 Penalty: 6196.545410
	Iteration 77Q: 3 clusters Score -2.830285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 260962 members 
Entering Unmasked Estep 
Score: -28302858.000000 Penalty: 6196.545410
	Iteration 78Q: 3 clusters Score -2.830286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 260983 members 
Entering Unmasked Estep 
Score: -28302874.000000 Penalty: 6196.545410
	Iteration 79Q: 3 clusters Score -2.830287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 261007 members 
Entering Unmasked Estep 
Score: -28302876.000000 Penalty: 6196.545410
	Iteration 80F: 3 clusters Score -2.830288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 261025 members 
Entering Unmasked Estep 
Score: -28302858.000000 Penalty: 6196.545410
	Iteration 81Q: 3 clusters Score -2.830286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 261042 members 
Entering Unmasked Estep 
Score: -28302894.000000 Penalty: 6196.545410
	Iteration 82Q: 3 clusters Score -2.830289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 261062 members 
Entering Unmasked Estep 
Score: -28302892.000000 Penalty: 6196.545410
	Iteration 83Q: 3 clusters Score -2.830289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 261079 members 
Entering Unmasked Estep 
Score: -28302912.000000 Penalty: 6196.545410
	Iteration 84Q: 3 clusters Score -2.830291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 261094 members 
Entering Unmasked Estep 
Score: -28302898.000000 Penalty: 6196.545410
	Iteration 85Q: 3 clusters Score -2.83029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 261113 members 
Entering Unmasked Estep 
Score: -28302918.000000 Penalty: 6196.545410
	Iteration 86Q: 3 clusters Score -2.830292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 261127 members 
Entering Unmasked Estep 
Score: -28302920.000000 Penalty: 6196.545410
	Iteration 87Q: 3 clusters Score -2.830292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 261147 members 
Entering Unmasked Estep 
Score: -28302922.000000 Penalty: 6196.545410
	Iteration 88Q: 3 clusters Score -2.830292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 261167 members 
Entering Unmasked Estep 
Score: -28302916.000000 Penalty: 6196.545410
	Iteration 89Q: 3 clusters Score -2.830292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 261180 members 
Entering Unmasked Estep 
Score: -28302896.000000 Penalty: 6196.545410
	Iteration 90Q: 3 clusters Score -2.83029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 261192 members 
Entering Unmasked Estep 
Score: -28302908.000000 Penalty: 6196.545410
	Iteration 91Q: 3 clusters Score -2.830291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 261205 members 
Entering Unmasked Estep 
Score: -28302928.000000 Penalty: 6196.545410
	Iteration 92Q: 3 clusters Score -2.830293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 261214 members 
Entering Unmasked Estep 
Score: -28302896.000000 Penalty: 6196.545410
	Iteration 93Q: 3 clusters Score -2.83029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 261224 members 
Entering Unmasked Estep 
Score: -28302914.000000 Penalty: 6196.545410
	Iteration 94Q: 3 clusters Score -2.830291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 261233 members 
Entering Unmasked Estep 
Score: -28302912.000000 Penalty: 6196.545410
	Iteration 95Q: 3 clusters Score -2.830291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 261236 members 
Entering Unmasked Estep 
Score: -28302916.000000 Penalty: 6196.545410
	Iteration 96Q: 3 clusters Score -2.830292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 261238 members 
Entering Unmasked Estep 
Score: -28302918.000000 Penalty: 6196.545410
	Iteration 97Q: 3 clusters Score -2.830292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 261241 members 
Entering Unmasked Estep 
Score: -28302922.000000 Penalty: 6196.545410
	Iteration 98Q: 3 clusters Score -2.830292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 261242 members 
Entering Unmasked Estep 
Score: -28302922.000000 Penalty: 6196.545410
	Iteration 99Q: 3 clusters Score -2.830292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 261244 members 
Entering Unmasked Estep 
Score: -28302928.000000 Penalty: 6196.545410
	Iteration 100F: 3 clusters Score -2.830293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 261247 members 
Entering Unmasked Estep 
Score: -28302918.000000 Penalty: 6196.545410
	Iteration 101Q: 3 clusters Score -2.830292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 261249 members 
Entering Unmasked Estep 
Score: -28302922.000000 Penalty: 6196.545410
	Iteration 102Q: 3 clusters Score -2.830292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 261256 members 
Entering Unmasked Estep 
Score: -28302928.000000 Penalty: 6196.545410
	Iteration 103Q: 3 clusters Score -2.830293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 261264 members 
Entering Unmasked Estep 
Score: -28302898.000000 Penalty: 6196.545410
	Iteration 104Q: 3 clusters Score -2.83029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 261270 members 
Entering Unmasked Estep 
Score: -28302898.000000 Penalty: 6196.545410
	Iteration 105Q: 3 clusters Score -2.83029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 261273 members 
Entering Unmasked Estep 
Score: -28302920.000000 Penalty: 6196.545410
	Iteration 106Q: 3 clusters Score -2.830292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 261280 members 
Entering Unmasked Estep 
Score: -28302914.000000 Penalty: 6196.545410
	Iteration 107Q: 3 clusters Score -2.830291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 261286 members 
Entering Unmasked Estep 
Score: -28302930.000000 Penalty: 6196.545410
	Iteration 108Q: 3 clusters Score -2.830293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 261290 members 
Entering Unmasked Estep 
Score: -28302934.000000 Penalty: 6196.545410
	Iteration 109Q: 3 clusters Score -2.830293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 261292 members 
Entering Unmasked Estep 
Score: -28302924.000000 Penalty: 6196.545410
	Iteration 110Q: 3 clusters Score -2.830292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 261293 members 
Entering Unmasked Estep 
Score: -28302916.000000 Penalty: 6196.545410
	Iteration 111Q: 3 clusters Score -2.830292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 261293 members 
Entering Unmasked Estep 
Score: -28302916.000000 Penalty: 6196.545410
	Iteration 112F: 3 clusters Score -2.830292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Entering Unmasked Estep 
Score: -1003690.125000 Penalty: 2276.482666
	Iteration 0F: 2 clusters Score -1003690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -996178.062500 Penalty: 4552.965332
	Iteration 0F: 3 clusters Score -996178.1 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -998368.062500 Penalty: 4552.965332
	Iteration 1F: 3 clusters Score -998368.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -998644.000000 Penalty: 4552.965332
	Iteration 2F: 3 clusters Score -998644 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -998851.000000 Penalty: 4552.965332
	Iteration 3Q: 3 clusters Score -998851 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -999002.812500 Penalty: 4552.965332
	Iteration 4Q: 3 clusters Score -999002.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -999134.250000 Penalty: 4552.965332
	Iteration 5Q: 3 clusters Score -999134.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -999263.062500 Penalty: 4552.965332
	Iteration 6Q: 3 clusters Score -999263.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -999383.937500 Penalty: 4552.965332
	Iteration 7Q: 3 clusters Score -999383.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -999513.875000 Penalty: 4552.965332
	Iteration 8Q: 3 clusters Score -999513.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -999657.125000 Penalty: 4552.965332
	Iteration 9Q: 3 clusters Score -999657.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -999819.312500 Penalty: 4552.965332
	Iteration 10Q: 3 clusters Score -999819.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -999979.875000 Penalty: 4552.965332
	Iteration 11Q: 3 clusters Score -999979.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1000134.250000 Penalty: 4552.965332
	Iteration 12Q: 3 clusters Score -1000134 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1000332.187500 Penalty: 4552.965332
	Iteration 13Q: 3 clusters Score -1000332 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1000554.500000 Penalty: 4552.965332
	Iteration 14Q: 3 clusters Score -1000554 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1000741.375000 Penalty: 4552.965332
	Iteration 15Q: 3 clusters Score -1000741 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1000912.125000 Penalty: 4552.965332
	Iteration 16Q: 3 clusters Score -1000912 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1001052.000000 Penalty: 4552.965332
	Iteration 17Q: 3 clusters Score -1001052 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1001178.187500 Penalty: 4552.965332
	Iteration 18Q: 3 clusters Score -1001178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1001291.437500 Penalty: 4552.965332
	Iteration 19Q: 3 clusters Score -1001291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1001394.000000 Penalty: 4552.965332
	Iteration 20F: 3 clusters Score -1001394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1001472.937500 Penalty: 4552.965332
	Iteration 21Q: 3 clusters Score -1001473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1001534.250000 Penalty: 4552.965332
	Iteration 22Q: 3 clusters Score -1001534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1001587.875000 Penalty: 4552.965332
	Iteration 23Q: 3 clusters Score -1001588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1001633.937500 Penalty: 4552.965332
	Iteration 24Q: 3 clusters Score -1001634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1001677.562500 Penalty: 4552.965332
	Iteration 25Q: 3 clusters Score -1001678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1001711.062500 Penalty: 4552.965332
	Iteration 26Q: 3 clusters Score -1001711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1001734.937500 Penalty: 4552.965332
	Iteration 27Q: 3 clusters Score -1001735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1001759.687500 Penalty: 4552.965332
	Iteration 28Q: 3 clusters Score -1001760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1001781.375000 Penalty: 4552.965332
	Iteration 29Q: 3 clusters Score -1001781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1001796.687500 Penalty: 4552.965332
	Iteration 30Q: 3 clusters Score -1001797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1001812.500000 Penalty: 4552.965332
	Iteration 31Q: 3 clusters Score -1001812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1001828.500000 Penalty: 4552.965332
	Iteration 32Q: 3 clusters Score -1001828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1001843.812500 Penalty: 4552.965332
	Iteration 33Q: 3 clusters Score -1001844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1001851.625000 Penalty: 4552.965332
	Iteration 34Q: 3 clusters Score -1001852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1001865.437500 Penalty: 4552.965332
	Iteration 35Q: 3 clusters Score -1001865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1001874.437500 Penalty: 4552.965332
	Iteration 36Q: 3 clusters Score -1001874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1001882.000000 Penalty: 4552.965332
	Iteration 37Q: 3 clusters Score -1001882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1001885.812500 Penalty: 4552.965332
	Iteration 38Q: 3 clusters Score -1001886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1001888.187500 Penalty: 4552.965332
	Iteration 39Q: 3 clusters Score -1001888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1001887.375000 Penalty: 4552.965332
	Iteration 40F: 3 clusters Score -1001887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1001888.062500 Penalty: 4552.965332
	Iteration 41Q: 3 clusters Score -1001888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1001888.625000 Penalty: 4552.965332
	Iteration 42Q: 3 clusters Score -1001889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1001889.062500 Penalty: 4552.965332
	Iteration 43Q: 3 clusters Score -1001889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1001889.625000 Penalty: 4552.965332
	Iteration 44Q: 3 clusters Score -1001890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1001889.625000 Penalty: 4552.965332
	Iteration 45F: 3 clusters Score -1001890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -701939.500000 Penalty: 2179.230469
	Iteration 0F: 2 clusters Score -701939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -696431.375000 Penalty: 4358.460938
	Iteration 0F: 3 clusters Score -696431.4 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -697823.812500 Penalty: 4358.460938
	Iteration 1F: 3 clusters Score -697823.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -698079.500000 Penalty: 4358.460938
	Iteration 2F: 3 clusters Score -698079.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -698272.562500 Penalty: 4358.460938
	Iteration 3F: 3 clusters Score -698272.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -698442.187500 Penalty: 4358.460938
	Iteration 4Q: 3 clusters Score -698442.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -698592.187500 Penalty: 4358.460938
	Iteration 5Q: 3 clusters Score -698592.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -698755.000000 Penalty: 4358.460938
	Iteration 6Q: 3 clusters Score -698755 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -698891.500000 Penalty: 4358.460938
	Iteration 7Q: 3 clusters Score -698891.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -699032.625000 Penalty: 4358.460938
	Iteration 8Q: 3 clusters Score -699032.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -699191.437500 Penalty: 4358.460938
	Iteration 9Q: 3 clusters Score -699191.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -699347.125000 Penalty: 4358.460938
	Iteration 10Q: 3 clusters Score -699347.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -699505.937500 Penalty: 4358.460938
	Iteration 11Q: 3 clusters Score -699505.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -699646.125000 Penalty: 4358.460938
	Iteration 12Q: 3 clusters Score -699646.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -699735.250000 Penalty: 4358.460938
	Iteration 13Q: 3 clusters Score -699735.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -699798.812500 Penalty: 4358.460938
	Iteration 14Q: 3 clusters Score -699798.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -699866.562500 Penalty: 4358.460938
	Iteration 15Q: 3 clusters Score -699866.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -699916.000000 Penalty: 4358.460938
	Iteration 16Q: 3 clusters Score -699916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -699958.500000 Penalty: 4358.460938
	Iteration 17Q: 3 clusters Score -699958.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -699986.187500 Penalty: 4358.460938
	Iteration 18Q: 3 clusters Score -699986.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -700005.500000 Penalty: 4358.460938
	Iteration 19Q: 3 clusters Score -700005.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -700013.562500 Penalty: 4358.460938
	Iteration 20F: 3 clusters Score -700013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -700019.125000 Penalty: 4358.460938
	Iteration 21Q: 3 clusters Score -700019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -700024.562500 Penalty: 4358.460938
	Iteration 22Q: 3 clusters Score -700024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -700027.625000 Penalty: 4358.460938
	Iteration 23Q: 3 clusters Score -700027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -700028.187500 Penalty: 4358.460938
	Iteration 24Q: 3 clusters Score -700028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -700029.125000 Penalty: 4358.460938
	Iteration 25Q: 3 clusters Score -700029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -700030.875000 Penalty: 4358.460938
	Iteration 26Q: 3 clusters Score -700030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -700030.875000 Penalty: 4358.460938
	Iteration 27F: 3 clusters Score -700030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -116624.507812 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -116624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114560.734375 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -114560.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -114861.703125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -114861.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114941.281250 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -114941.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114980.460938 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -114980.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115007.890625 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -115007.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -115026.093750 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -115026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115040.546875 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -115040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115044.601562 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -115044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115044.601562 Penalty: 3508.341797
	Iteration 8F: 3 clusters Score -115044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Entering Unmasked Estep 
Score: -2796934.250000 Penalty: 2546.900635
	Iteration 0F: 2 clusters Score -2796934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2777182.250000 Penalty: 5093.801270
	Iteration 0F: 3 clusters Score -2777182 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2784109.250000 Penalty: 5093.801270
	Iteration 1F: 3 clusters Score -2784109 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2784698.750000 Penalty: 5093.801270
	Iteration 2F: 3 clusters Score -2784699 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2785330.750000 Penalty: 5093.801270
	Iteration 3Q: 3 clusters Score -2785331 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2786071.250000 Penalty: 5093.801270
	Iteration 4F: 3 clusters Score -2786071 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2786851.750000 Penalty: 5093.801270
	Iteration 5F: 3 clusters Score -2786852 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2787660.500000 Penalty: 5093.801270
	Iteration 6F: 3 clusters Score -2787660 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2788310.250000 Penalty: 5093.801270
	Iteration 7Q: 3 clusters Score -2788310 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2788890.250000 Penalty: 5093.801270
	Iteration 8Q: 3 clusters Score -2788890 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2789390.500000 Penalty: 5093.801270
	Iteration 9Q: 3 clusters Score -2789390 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2789851.000000 Penalty: 5093.801270
	Iteration 10Q: 3 clusters Score -2789851 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2790287.250000 Penalty: 5093.801270
	Iteration 11Q: 3 clusters Score -2790287 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2790707.000000 Penalty: 5093.801270
	Iteration 12Q: 3 clusters Score -2790707 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2791080.750000 Penalty: 5093.801270
	Iteration 13Q: 3 clusters Score -2791081 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2791432.000000 Penalty: 5093.801270
	Iteration 14Q: 3 clusters Score -2791432 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2791738.500000 Penalty: 5093.801270
	Iteration 15Q: 3 clusters Score -2791738 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2791973.750000 Penalty: 5093.801270
	Iteration 16Q: 3 clusters Score -2791974 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2792182.250000 Penalty: 5093.801270
	Iteration 17Q: 3 clusters Score -2792182 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2792322.750000 Penalty: 5093.801270
	Iteration 18Q: 3 clusters Score -2792323 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2792455.000000 Penalty: 5093.801270
	Iteration 19Q: 3 clusters Score -2792455 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2792557.250000 Penalty: 5093.801270
	Iteration 20F: 3 clusters Score -2792557 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2792657.250000 Penalty: 5093.801270
	Iteration 21Q: 3 clusters Score -2792657 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2792747.000000 Penalty: 5093.801270
	Iteration 22Q: 3 clusters Score -2792747 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2792827.000000 Penalty: 5093.801270
	Iteration 23Q: 3 clusters Score -2792827 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2792927.500000 Penalty: 5093.801270
	Iteration 24Q: 3 clusters Score -2792928 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2793016.250000 Penalty: 5093.801270
	Iteration 25Q: 3 clusters Score -2793016 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2793111.750000 Penalty: 5093.801270
	Iteration 26Q: 3 clusters Score -2793112 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2793197.500000 Penalty: 5093.801270
	Iteration 27Q: 3 clusters Score -2793198 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2793268.500000 Penalty: 5093.801270
	Iteration 28Q: 3 clusters Score -2793268 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2793347.750000 Penalty: 5093.801270
	Iteration 29Q: 3 clusters Score -2793348 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2793401.250000 Penalty: 5093.801270
	Iteration 30Q: 3 clusters Score -2793401 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2793452.000000 Penalty: 5093.801270
	Iteration 31Q: 3 clusters Score -2793452 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2793509.250000 Penalty: 5093.801270
	Iteration 32Q: 3 clusters Score -2793509 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2793565.750000 Penalty: 5093.801270
	Iteration 33Q: 3 clusters Score -2793566 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2793619.000000 Penalty: 5093.801270
	Iteration 34Q: 3 clusters Score -2793619 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2793679.750000 Penalty: 5093.801270
	Iteration 35Q: 3 clusters Score -2793680 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2793730.000000 Penalty: 5093.801270
	Iteration 36Q: 3 clusters Score -2793730 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2793789.000000 Penalty: 5093.801270
	Iteration 37Q: 3 clusters Score -2793789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2793835.500000 Penalty: 5093.801270
	Iteration 38Q: 3 clusters Score -2793836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2793883.250000 Penalty: 5093.801270
	Iteration 39Q: 3 clusters Score -2793883 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2793933.500000 Penalty: 5093.801270
	Iteration 40F: 3 clusters Score -2793934 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2794010.500000 Penalty: 5093.801270
	Iteration 41Q: 3 clusters Score -2794010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2794074.750000 Penalty: 5093.801270
	Iteration 42Q: 3 clusters Score -2794075 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2794139.500000 Penalty: 5093.801270
	Iteration 43Q: 3 clusters Score -2794140 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2794222.250000 Penalty: 5093.801270
	Iteration 44Q: 3 clusters Score -2794222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2794283.750000 Penalty: 5093.801270
	Iteration 45Q: 3 clusters Score -2794284 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2794355.500000 Penalty: 5093.801270
	Iteration 46Q: 3 clusters Score -2794356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2794411.000000 Penalty: 5093.801270
	Iteration 47Q: 3 clusters Score -2794411 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2794479.000000 Penalty: 5093.801270
	Iteration 48Q: 3 clusters Score -2794479 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -2794530.000000 Penalty: 5093.801270
	Iteration 49Q: 3 clusters Score -2794530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2794582.000000 Penalty: 5093.801270
	Iteration 50Q: 3 clusters Score -2794582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -2794639.000000 Penalty: 5093.801270
	Iteration 51Q: 3 clusters Score -2794639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -2794686.750000 Penalty: 5093.801270
	Iteration 52Q: 3 clusters Score -2794687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -2794718.250000 Penalty: 5093.801270
	Iteration 53Q: 3 clusters Score -2794718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2794743.500000 Penalty: 5093.801270
	Iteration 54Q: 3 clusters Score -2794744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -2794764.500000 Penalty: 5093.801270
	Iteration 55Q: 3 clusters Score -2794764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2794804.250000 Penalty: 5093.801270
	Iteration 56Q: 3 clusters Score -2794804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -2794816.750000 Penalty: 5093.801270
	Iteration 57Q: 3 clusters Score -2794817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -2794834.000000 Penalty: 5093.801270
	Iteration 58Q: 3 clusters Score -2794834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2794858.750000 Penalty: 5093.801270
	Iteration 59Q: 3 clusters Score -2794859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2794862.750000 Penalty: 5093.801270
	Iteration 60F: 3 clusters Score -2794863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2794876.250000 Penalty: 5093.801270
	Iteration 61Q: 3 clusters Score -2794876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -2794878.000000 Penalty: 5093.801270
	Iteration 62Q: 3 clusters Score -2794878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2794901.750000 Penalty: 5093.801270
	Iteration 63Q: 3 clusters Score -2794902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2794916.250000 Penalty: 5093.801270
	Iteration 64Q: 3 clusters Score -2794916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2794931.000000 Penalty: 5093.801270
	Iteration 65Q: 3 clusters Score -2794931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -2794948.000000 Penalty: 5093.801270
	Iteration 66Q: 3 clusters Score -2794948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -2794959.000000 Penalty: 5093.801270
	Iteration 67Q: 3 clusters Score -2794959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -2794966.500000 Penalty: 5093.801270
	Iteration 68Q: 3 clusters Score -2794966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -2794977.250000 Penalty: 5093.801270
	Iteration 69Q: 3 clusters Score -2794977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2794986.000000 Penalty: 5093.801270
	Iteration 70Q: 3 clusters Score -2794986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2794996.000000 Penalty: 5093.801270
	Iteration 71Q: 3 clusters Score -2794996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -2795005.500000 Penalty: 5093.801270
	Iteration 72Q: 3 clusters Score -2795006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -2795009.750000 Penalty: 5093.801270
	Iteration 73Q: 3 clusters Score -2795010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -2795011.000000 Penalty: 5093.801270
	Iteration 74Q: 3 clusters Score -2795011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -2795013.250000 Penalty: 5093.801270
	Iteration 75Q: 3 clusters Score -2795013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -2795013.000000 Penalty: 5093.801270
	Iteration 76Q: 3 clusters Score -2795013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -2795018.500000 Penalty: 5093.801270
	Iteration 77Q: 3 clusters Score -2795018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -2795025.000000 Penalty: 5093.801270
	Iteration 78Q: 3 clusters Score -2795025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2795025.750000 Penalty: 5093.801270
	Iteration 79Q: 3 clusters Score -2795026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -2795027.000000 Penalty: 5093.801270
	Iteration 80F: 3 clusters Score -2795027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -2795025.000000 Penalty: 5093.801270
	Iteration 81Q: 3 clusters Score -2795025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -2795025.000000 Penalty: 5093.801270
	Iteration 82F: 3 clusters Score -2795025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Entering Unmasked Estep 
Score: -3200564.000000 Penalty: 2554.060791
	Iteration 0F: 2 clusters Score -3200564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3180152.750000 Penalty: 5108.121582
	Iteration 0F: 3 clusters Score -3180153 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3187428.250000 Penalty: 5108.121582
	Iteration 1F: 3 clusters Score -3187428 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3187919.250000 Penalty: 5108.121582
	Iteration 2Q: 3 clusters Score -3187919 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3188385.500000 Penalty: 5108.121582
	Iteration 3Q: 3 clusters Score -3188386 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3188877.250000 Penalty: 5108.121582
	Iteration 4Q: 3 clusters Score -3188877 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3189447.250000 Penalty: 5108.121582
	Iteration 5Q: 3 clusters Score -3189447 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3190017.000000 Penalty: 5108.121582
	Iteration 6Q: 3 clusters Score -3190017 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3190670.250000 Penalty: 5108.121582
	Iteration 7Q: 3 clusters Score -3190670 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3191380.500000 Penalty: 5108.121582
	Iteration 8Q: 3 clusters Score -3191380 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3192090.500000 Penalty: 5108.121582
	Iteration 9Q: 3 clusters Score -3192090 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3192826.000000 Penalty: 5108.121582
	Iteration 10Q: 3 clusters Score -3192826 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3193589.250000 Penalty: 5108.121582
	Iteration 11Q: 3 clusters Score -3193589 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3194291.250000 Penalty: 5108.121582
	Iteration 12Q: 3 clusters Score -3194291 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3194962.000000 Penalty: 5108.121582
	Iteration 13Q: 3 clusters Score -3194962 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3195513.750000 Penalty: 5108.121582
	Iteration 14Q: 3 clusters Score -3195514 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3195917.250000 Penalty: 5108.121582
	Iteration 15Q: 3 clusters Score -3195917 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3196247.250000 Penalty: 5108.121582
	Iteration 16Q: 3 clusters Score -3196247 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3196469.750000 Penalty: 5108.121582
	Iteration 17Q: 3 clusters Score -3196470 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3196640.750000 Penalty: 5108.121582
	Iteration 18Q: 3 clusters Score -3196641 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3196768.500000 Penalty: 5108.121582
	Iteration 19Q: 3 clusters Score -3196768 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3196901.500000 Penalty: 5108.121582
	Iteration 20F: 3 clusters Score -3196902 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3197024.750000 Penalty: 5108.121582
	Iteration 21Q: 3 clusters Score -3197025 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3197111.000000 Penalty: 5108.121582
	Iteration 22Q: 3 clusters Score -3197111 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3197190.500000 Penalty: 5108.121582
	Iteration 23Q: 3 clusters Score -3197190 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3197284.750000 Penalty: 5108.121582
	Iteration 24Q: 3 clusters Score -3197285 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3197359.250000 Penalty: 5108.121582
	Iteration 25Q: 3 clusters Score -3197359 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3197432.500000 Penalty: 5108.121582
	Iteration 26Q: 3 clusters Score -3197432 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3197489.250000 Penalty: 5108.121582
	Iteration 27Q: 3 clusters Score -3197489 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3197553.250000 Penalty: 5108.121582
	Iteration 28Q: 3 clusters Score -3197553 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3197634.750000 Penalty: 5108.121582
	Iteration 29Q: 3 clusters Score -3197635 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3197692.500000 Penalty: 5108.121582
	Iteration 30Q: 3 clusters Score -3197692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3197750.000000 Penalty: 5108.121582
	Iteration 31Q: 3 clusters Score -3197750 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3197815.500000 Penalty: 5108.121582
	Iteration 32Q: 3 clusters Score -3197816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3197875.000000 Penalty: 5108.121582
	Iteration 33Q: 3 clusters Score -3197875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3197910.750000 Penalty: 5108.121582
	Iteration 34Q: 3 clusters Score -3197911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3197949.000000 Penalty: 5108.121582
	Iteration 35Q: 3 clusters Score -3197949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3197976.750000 Penalty: 5108.121582
	Iteration 36Q: 3 clusters Score -3197977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3198003.000000 Penalty: 5108.121582
	Iteration 37Q: 3 clusters Score -3198003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3198038.000000 Penalty: 5108.121582
	Iteration 38Q: 3 clusters Score -3198038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3198060.500000 Penalty: 5108.121582
	Iteration 39Q: 3 clusters Score -3198060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3198093.000000 Penalty: 5108.121582
	Iteration 40F: 3 clusters Score -3198093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3198116.500000 Penalty: 5108.121582
	Iteration 41Q: 3 clusters Score -3198116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3198139.750000 Penalty: 5108.121582
	Iteration 42Q: 3 clusters Score -3198140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3198178.000000 Penalty: 5108.121582
	Iteration 43Q: 3 clusters Score -3198178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3198200.250000 Penalty: 5108.121582
	Iteration 44Q: 3 clusters Score -3198200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3198229.500000 Penalty: 5108.121582
	Iteration 45Q: 3 clusters Score -3198230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3198256.250000 Penalty: 5108.121582
	Iteration 46Q: 3 clusters Score -3198256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3198283.500000 Penalty: 5108.121582
	Iteration 47Q: 3 clusters Score -3198284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3198295.250000 Penalty: 5108.121582
	Iteration 48Q: 3 clusters Score -3198295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3198304.500000 Penalty: 5108.121582
	Iteration 49Q: 3 clusters Score -3198304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3198324.250000 Penalty: 5108.121582
	Iteration 50Q: 3 clusters Score -3198324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3198330.000000 Penalty: 5108.121582
	Iteration 51Q: 3 clusters Score -3198330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3198336.500000 Penalty: 5108.121582
	Iteration 52Q: 3 clusters Score -3198336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3198341.000000 Penalty: 5108.121582
	Iteration 53Q: 3 clusters Score -3198341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3198342.250000 Penalty: 5108.121582
	Iteration 54Q: 3 clusters Score -3198342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3198356.250000 Penalty: 5108.121582
	Iteration 55Q: 3 clusters Score -3198356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3198364.000000 Penalty: 5108.121582
	Iteration 56Q: 3 clusters Score -3198364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3198363.500000 Penalty: 5108.121582
	Iteration 57Q: 3 clusters Score -3198364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3198366.500000 Penalty: 5108.121582
	Iteration 58Q: 3 clusters Score -3198366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3198372.500000 Penalty: 5108.121582
	Iteration 59Q: 3 clusters Score -3198372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3198383.750000 Penalty: 5108.121582
	Iteration 60F: 3 clusters Score -3198384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3198387.250000 Penalty: 5108.121582
	Iteration 61Q: 3 clusters Score -3198387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3198385.000000 Penalty: 5108.121582
	Iteration 62Q: 3 clusters Score -3198385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3198385.000000 Penalty: 5108.121582
	Iteration 63Q: 3 clusters Score -3198385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3198382.250000 Penalty: 5108.121582
	Iteration 64Q: 3 clusters Score -3198382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3198386.500000 Penalty: 5108.121582
	Iteration 65Q: 3 clusters Score -3198386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3198387.250000 Penalty: 5108.121582
	Iteration 66Q: 3 clusters Score -3198387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3198387.000000 Penalty: 5108.121582
	Iteration 67Q: 3 clusters Score -3198387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3198394.000000 Penalty: 5108.121582
	Iteration 68Q: 3 clusters Score -3198394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3198396.750000 Penalty: 5108.121582
	Iteration 69Q: 3 clusters Score -3198397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3198400.500000 Penalty: 5108.121582
	Iteration 70Q: 3 clusters Score -3198400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3198402.750000 Penalty: 5108.121582
	Iteration 71Q: 3 clusters Score -3198403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3198408.500000 Penalty: 5108.121582
	Iteration 72Q: 3 clusters Score -3198408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3198409.250000 Penalty: 5108.121582
	Iteration 73Q: 3 clusters Score -3198409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3198412.500000 Penalty: 5108.121582
	Iteration 74Q: 3 clusters Score -3198412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3198414.500000 Penalty: 5108.121582
	Iteration 75Q: 3 clusters Score -3198414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3198413.750000 Penalty: 5108.121582
	Iteration 76Q: 3 clusters Score -3198414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3198417.000000 Penalty: 5108.121582
	Iteration 77Q: 3 clusters Score -3198417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3198415.500000 Penalty: 5108.121582
	Iteration 78Q: 3 clusters Score -3198416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3198414.250000 Penalty: 5108.121582
	Iteration 79Q: 3 clusters Score -3198414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3198414.250000 Penalty: 5108.121582
	Iteration 80F: 3 clusters Score -3198414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -262802.375000 Penalty: 1984.916992
	Iteration 0F: 2 clusters Score -262802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -259562.140625 Penalty: 3969.833984
	Iteration 0F: 3 clusters Score -259562.1 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -260250.250000 Penalty: 3969.833984
	Iteration 1F: 3 clusters Score -260250.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -260405.281250 Penalty: 3969.833984
	Iteration 2F: 3 clusters Score -260405.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -260491.890625 Penalty: 3969.833984
	Iteration 3Q: 3 clusters Score -260491.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -260540.718750 Penalty: 3969.833984
	Iteration 4Q: 3 clusters Score -260540.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -260580.953125 Penalty: 3969.833984
	Iteration 5Q: 3 clusters Score -260581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -260618.968750 Penalty: 3969.833984
	Iteration 6Q: 3 clusters Score -260619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -260648.937500 Penalty: 3969.833984
	Iteration 7Q: 3 clusters Score -260648.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260676.437500 Penalty: 3969.833984
	Iteration 8Q: 3 clusters Score -260676.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -260694.109375 Penalty: 3969.833984
	Iteration 9Q: 3 clusters Score -260694.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -260709.343750 Penalty: 3969.833984
	Iteration 10Q: 3 clusters Score -260709.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -260721.390625 Penalty: 3969.833984
	Iteration 11Q: 3 clusters Score -260721.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -260727.828125 Penalty: 3969.833984
	Iteration 12Q: 3 clusters Score -260727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -260737.093750 Penalty: 3969.833984
	Iteration 13Q: 3 clusters Score -260737.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -260747.156250 Penalty: 3969.833984
	Iteration 14Q: 3 clusters Score -260747.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -260757.468750 Penalty: 3969.833984
	Iteration 15Q: 3 clusters Score -260757.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -260768.515625 Penalty: 3969.833984
	Iteration 16Q: 3 clusters Score -260768.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -260774.687500 Penalty: 3969.833984
	Iteration 17Q: 3 clusters Score -260774.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -260781.156250 Penalty: 3969.833984
	Iteration 18Q: 3 clusters Score -260781.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -260790.250000 Penalty: 3969.833984
	Iteration 19Q: 3 clusters Score -260790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -260796.593750 Penalty: 3969.833984
	Iteration 20F: 3 clusters Score -260796.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -260800.140625 Penalty: 3969.833984
	Iteration 21Q: 3 clusters Score -260800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -260801.578125 Penalty: 3969.833984
	Iteration 22Q: 3 clusters Score -260801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -260802.296875 Penalty: 3969.833984
	Iteration 23Q: 3 clusters Score -260802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -260803.125000 Penalty: 3969.833984
	Iteration 24Q: 3 clusters Score -260803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260805.078125 Penalty: 3969.833984
	Iteration 25Q: 3 clusters Score -260805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260805.578125 Penalty: 3969.833984
	Iteration 26Q: 3 clusters Score -260805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260805.578125 Penalty: 3969.833984
	Iteration 27F: 3 clusters Score -260805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Entering Unmasked Estep 
Score: -3822215.500000 Penalty: 2597.821777
	Iteration 0F: 2 clusters Score -3822216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3798133.250000 Penalty: 5195.643555
	Iteration 0F: 3 clusters Score -3798133 nChanged 16163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3806788.000000 Penalty: 5195.643555
	Iteration 1F: 3 clusters Score -3806788 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3807388.250000 Penalty: 5195.643555
	Iteration 2Q: 3 clusters Score -3807388 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3808027.750000 Penalty: 5195.643555
	Iteration 3Q: 3 clusters Score -3808028 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3808780.500000 Penalty: 5195.643555
	Iteration 4Q: 3 clusters Score -3808780 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3809716.750000 Penalty: 5195.643555
	Iteration 5F: 3 clusters Score -3809717 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3811088.000000 Penalty: 5195.643555
	Iteration 6F: 3 clusters Score -3811088 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3813096.000000 Penalty: 5195.643555
	Iteration 7F: 3 clusters Score -3813096 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3815364.000000 Penalty: 5195.643555
	Iteration 8F: 3 clusters Score -3815364 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3817222.250000 Penalty: 5195.643555
	Iteration 9F: 3 clusters Score -3817222 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3818023.250000 Penalty: 5195.643555
	Iteration 10Q: 3 clusters Score -3818023 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3818313.750000 Penalty: 5195.643555
	Iteration 11Q: 3 clusters Score -3818314 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3818532.000000 Penalty: 5195.643555
	Iteration 12Q: 3 clusters Score -3818532 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3818670.000000 Penalty: 5195.643555
	Iteration 13Q: 3 clusters Score -3818670 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3818773.500000 Penalty: 5195.643555
	Iteration 14Q: 3 clusters Score -3818774 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3818861.500000 Penalty: 5195.643555
	Iteration 15Q: 3 clusters Score -3818862 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3818935.750000 Penalty: 5195.643555
	Iteration 16Q: 3 clusters Score -3818936 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3819022.500000 Penalty: 5195.643555
	Iteration 17Q: 3 clusters Score -3819022 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3819094.250000 Penalty: 5195.643555
	Iteration 18Q: 3 clusters Score -3819094 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3819193.500000 Penalty: 5195.643555
	Iteration 19Q: 3 clusters Score -3819194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3819286.500000 Penalty: 5195.643555
	Iteration 20F: 3 clusters Score -3819286 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3819352.000000 Penalty: 5195.643555
	Iteration 21Q: 3 clusters Score -3819352 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3819425.750000 Penalty: 5195.643555
	Iteration 22Q: 3 clusters Score -3819426 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3819492.000000 Penalty: 5195.643555
	Iteration 23Q: 3 clusters Score -3819492 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3819561.250000 Penalty: 5195.643555
	Iteration 24Q: 3 clusters Score -3819561 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3819594.750000 Penalty: 5195.643555
	Iteration 25Q: 3 clusters Score -3819595 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -3819647.250000 Penalty: 5195.643555
	Iteration 26Q: 3 clusters Score -3819647 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3819704.000000 Penalty: 5195.643555
	Iteration 27Q: 3 clusters Score -3819704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -3819772.000000 Penalty: 5195.643555
	Iteration 28Q: 3 clusters Score -3819772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3819847.500000 Penalty: 5195.643555
	Iteration 29Q: 3 clusters Score -3819848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3819895.750000 Penalty: 5195.643555
	Iteration 30Q: 3 clusters Score -3819896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3819931.750000 Penalty: 5195.643555
	Iteration 31Q: 3 clusters Score -3819932 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3819964.250000 Penalty: 5195.643555
	Iteration 32Q: 3 clusters Score -3819964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3820000.250000 Penalty: 5195.643555
	Iteration 33Q: 3 clusters Score -3820000 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3820029.750000 Penalty: 5195.643555
	Iteration 34Q: 3 clusters Score -3820030 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3820064.250000 Penalty: 5195.643555
	Iteration 35Q: 3 clusters Score -3820064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -3820092.500000 Penalty: 5195.643555
	Iteration 36Q: 3 clusters Score -3820092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3820095.500000 Penalty: 5195.643555
	Iteration 37Q: 3 clusters Score -3820096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3820107.750000 Penalty: 5195.643555
	Iteration 38Q: 3 clusters Score -3820108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3820138.250000 Penalty: 5195.643555
	Iteration 39Q: 3 clusters Score -3820138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3820154.250000 Penalty: 5195.643555
	Iteration 40F: 3 clusters Score -3820154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3820163.000000 Penalty: 5195.643555
	Iteration 41Q: 3 clusters Score -3820163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3820176.750000 Penalty: 5195.643555
	Iteration 42Q: 3 clusters Score -3820177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -3820178.250000 Penalty: 5195.643555
	Iteration 43Q: 3 clusters Score -3820178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -3820194.000000 Penalty: 5195.643555
	Iteration 44Q: 3 clusters Score -3820194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -3820198.500000 Penalty: 5195.643555
	Iteration 45Q: 3 clusters Score -3820198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3820209.000000 Penalty: 5195.643555
	Iteration 46Q: 3 clusters Score -3820209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -3820220.500000 Penalty: 5195.643555
	Iteration 47Q: 3 clusters Score -3820220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -3820232.000000 Penalty: 5195.643555
	Iteration 48Q: 3 clusters Score -3820232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3820232.250000 Penalty: 5195.643555
	Iteration 49Q: 3 clusters Score -3820232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -3820239.000000 Penalty: 5195.643555
	Iteration 50Q: 3 clusters Score -3820239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -3820243.000000 Penalty: 5195.643555
	Iteration 51Q: 3 clusters Score -3820243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3820245.500000 Penalty: 5195.643555
	Iteration 52Q: 3 clusters Score -3820246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3820246.250000 Penalty: 5195.643555
	Iteration 53Q: 3 clusters Score -3820246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -3820244.500000 Penalty: 5195.643555
	Iteration 54Q: 3 clusters Score -3820244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3820249.500000 Penalty: 5195.643555
	Iteration 55Q: 3 clusters Score -3820250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3820250.500000 Penalty: 5195.643555
	Iteration 56Q: 3 clusters Score -3820250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -3820253.250000 Penalty: 5195.643555
	Iteration 57Q: 3 clusters Score -3820253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3820255.750000 Penalty: 5195.643555
	Iteration 58Q: 3 clusters Score -3820256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -3820257.250000 Penalty: 5195.643555
	Iteration 59Q: 3 clusters Score -3820257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -3820258.750000 Penalty: 5195.643555
	Iteration 60F: 3 clusters Score -3820259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3820264.750000 Penalty: 5195.643555
	Iteration 61Q: 3 clusters Score -3820265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3820267.000000 Penalty: 5195.643555
	Iteration 62Q: 3 clusters Score -3820267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -3820273.750000 Penalty: 5195.643555
	Iteration 63Q: 3 clusters Score -3820274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3820273.000000 Penalty: 5195.643555
	Iteration 64Q: 3 clusters Score -3820273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -3820275.250000 Penalty: 5195.643555
	Iteration 65Q: 3 clusters Score -3820275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3820274.500000 Penalty: 5195.643555
	Iteration 66Q: 3 clusters Score -3820274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -3820272.750000 Penalty: 5195.643555
	Iteration 67Q: 3 clusters Score -3820273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3820271.250000 Penalty: 5195.643555
	Iteration 68Q: 3 clusters Score -3820271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3820271.250000 Penalty: 5195.643555
	Iteration 69Q: 3 clusters Score -3820271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3820267.000000 Penalty: 5195.643555
	Iteration 70Q: 3 clusters Score -3820267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3820268.000000 Penalty: 5195.643555
	Iteration 71Q: 3 clusters Score -3820268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -3820267.250000 Penalty: 5195.643555
	Iteration 72Q: 3 clusters Score -3820267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3820270.000000 Penalty: 5195.643555
	Iteration 73Q: 3 clusters Score -3820270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3820277.000000 Penalty: 5195.643555
	Iteration 74Q: 3 clusters Score -3820277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3820276.000000 Penalty: 5195.643555
	Iteration 75Q: 3 clusters Score -3820276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3820275.500000 Penalty: 5195.643555
	Iteration 76Q: 3 clusters Score -3820276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -3820285.250000 Penalty: 5195.643555
	Iteration 77Q: 3 clusters Score -3820285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -3820278.500000 Penalty: 5195.643555
	Iteration 78Q: 3 clusters Score -3820278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3820278.500000 Penalty: 5195.643555
	Iteration 79Q: 3 clusters Score -3820278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -3820281.000000 Penalty: 5195.643555
	Iteration 80F: 3 clusters Score -3820281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3820283.250000 Penalty: 5195.643555
	Iteration 81Q: 3 clusters Score -3820283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3820283.500000 Penalty: 5195.643555
	Iteration 82Q: 3 clusters Score -3820284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -3820284.500000 Penalty: 5195.643555
	Iteration 83Q: 3 clusters Score -3820284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3820283.000000 Penalty: 5195.643555
	Iteration 84Q: 3 clusters Score -3820283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3820283.000000 Penalty: 5195.643555
	Iteration 85F: 3 clusters Score -3820283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25096.494141 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25096.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25275.863281 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25275.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25370.298828 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -25370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25478.652344 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25478.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25529.617188 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25529.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25564.035156 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25564.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25586.798828 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -25586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25589.580078 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -25589.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25591.564453 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -25591.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25591.564453 Penalty: 2880.838867
	Iteration 9F: 3 clusters Score -25591.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Entering Unmasked Estep 
Score: -6801385.000000 Penalty: 2754.163574
	Iteration 0F: 2 clusters Score -6801385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -6756946.000000 Penalty: 5508.327148
	Iteration 0F: 3 clusters Score -6756946 nChanged 30999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6774102.000000 Penalty: 5508.327148
	Iteration 1F: 3 clusters Score -6774102 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6774614.500000 Penalty: 5508.327148
	Iteration 2Q: 3 clusters Score -6774614 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -6775190.000000 Penalty: 5508.327148
	Iteration 3Q: 3 clusters Score -6775190 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -6775837.500000 Penalty: 5508.327148
	Iteration 4Q: 3 clusters Score -6775838 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -6776813.000000 Penalty: 5508.327148
	Iteration 5Q: 3 clusters Score -6776813 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -6778559.000000 Penalty: 5508.327148
	Iteration 6F: 3 clusters Score -6778559 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6781387.500000 Penalty: 5508.327148
	Iteration 7F: 3 clusters Score -6781388 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -6785409.500000 Penalty: 5508.327148
	Iteration 8F: 3 clusters Score -6785410 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -6790394.500000 Penalty: 5508.327148
	Iteration 9F: 3 clusters Score -6790394 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -6794846.000000 Penalty: 5508.327148
	Iteration 10F: 3 clusters Score -6794846 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -6797449.000000 Penalty: 5508.327148
	Iteration 11Q: 3 clusters Score -6797449 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -6798439.000000 Penalty: 5508.327148
	Iteration 12Q: 3 clusters Score -6798439 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -6798761.000000 Penalty: 5508.327148
	Iteration 13Q: 3 clusters Score -6798761 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -6798870.000000 Penalty: 5508.327148
	Iteration 14Q: 3 clusters Score -6798870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -6798918.500000 Penalty: 5508.327148
	Iteration 15Q: 3 clusters Score -6798918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -6798954.000000 Penalty: 5508.327148
	Iteration 16Q: 3 clusters Score -6798954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -6798977.500000 Penalty: 5508.327148
	Iteration 17Q: 3 clusters Score -6798978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -6798996.000000 Penalty: 5508.327148
	Iteration 18Q: 3 clusters Score -6798996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -6799006.000000 Penalty: 5508.327148
	Iteration 19Q: 3 clusters Score -6799006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -6799000.000000 Penalty: 5508.327148
	Iteration 20F: 3 clusters Score -6799000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -6799006.000000 Penalty: 5508.327148
	Iteration 21Q: 3 clusters Score -6799006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -6799008.000000 Penalty: 5508.327148
	Iteration 22Q: 3 clusters Score -6799008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -6799014.000000 Penalty: 5508.327148
	Iteration 23Q: 3 clusters Score -6799014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -6799014.500000 Penalty: 5508.327148
	Iteration 24Q: 3 clusters Score -6799014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -6799014.000000 Penalty: 5508.327148
	Iteration 25Q: 3 clusters Score -6799014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -6799014.000000 Penalty: 5508.327148
	Iteration 26F: 3 clusters Score -6799014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Entering Unmasked Estep 
Score: -1685674.375000 Penalty: 2398.217285
	Iteration 0F: 2 clusters Score -1685674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1674268.125000 Penalty: 4796.434570
	Iteration 0F: 3 clusters Score -1674268 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1677759.250000 Penalty: 4796.434570
	Iteration 1F: 3 clusters Score -1677759 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1678036.500000 Penalty: 4796.434570
	Iteration 2F: 3 clusters Score -1678036 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1678255.250000 Penalty: 4796.434570
	Iteration 3Q: 3 clusters Score -1678255 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1678426.500000 Penalty: 4796.434570
	Iteration 4Q: 3 clusters Score -1678426 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1678588.750000 Penalty: 4796.434570
	Iteration 5Q: 3 clusters Score -1678589 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1678764.125000 Penalty: 4796.434570
	Iteration 6Q: 3 clusters Score -1678764 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1678966.250000 Penalty: 4796.434570
	Iteration 7Q: 3 clusters Score -1678966 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1679238.875000 Penalty: 4796.434570
	Iteration 8Q: 3 clusters Score -1679239 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1679602.500000 Penalty: 4796.434570
	Iteration 9Q: 3 clusters Score -1679602 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1680117.000000 Penalty: 4796.434570
	Iteration 10F: 3 clusters Score -1680117 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1680842.750000 Penalty: 4796.434570
	Iteration 11F: 3 clusters Score -1680843 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1681670.750000 Penalty: 4796.434570
	Iteration 12F: 3 clusters Score -1681671 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1682403.000000 Penalty: 4796.434570
	Iteration 13F: 3 clusters Score -1682403 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1682919.875000 Penalty: 4796.434570
	Iteration 14Q: 3 clusters Score -1682920 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1683229.125000 Penalty: 4796.434570
	Iteration 15Q: 3 clusters Score -1683229 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1683396.875000 Penalty: 4796.434570
	Iteration 16Q: 3 clusters Score -1683397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1683490.625000 Penalty: 4796.434570
	Iteration 17Q: 3 clusters Score -1683491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1683530.750000 Penalty: 4796.434570
	Iteration 18Q: 3 clusters Score -1683531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1683551.500000 Penalty: 4796.434570
	Iteration 19Q: 3 clusters Score -1683552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1683569.375000 Penalty: 4796.434570
	Iteration 20F: 3 clusters Score -1683569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1683586.250000 Penalty: 4796.434570
	Iteration 21Q: 3 clusters Score -1683586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1683602.500000 Penalty: 4796.434570
	Iteration 22Q: 3 clusters Score -1683602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1683609.625000 Penalty: 4796.434570
	Iteration 23Q: 3 clusters Score -1683610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1683613.750000 Penalty: 4796.434570
	Iteration 24Q: 3 clusters Score -1683614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1683614.875000 Penalty: 4796.434570
	Iteration 25Q: 3 clusters Score -1683615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1683614.875000 Penalty: 4796.434570
	Iteration 26F: 3 clusters Score -1683615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -240103.359375 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -240103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -237283.281250 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -237283.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -237868.359375 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -237868.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -238098.921875 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -238098.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238245.062500 Penalty: 3847.072998
	Iteration 3Q: 3 clusters Score -238245.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -238341.906250 Penalty: 3847.072998
	Iteration 4Q: 3 clusters Score -238341.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -238424.468750 Penalty: 3847.072998
	Iteration 5Q: 3 clusters Score -238424.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238498.078125 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -238498.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238564.484375 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -238564.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -238637.078125 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -238637.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -238701.343750 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -238701.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -238761.796875 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -238761.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -238836.718750 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -238836.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -238934.015625 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -238934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -239078.781250 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -239078.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -239250.718750 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -239250.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -239467.859375 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -239467.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -239690.906250 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -239690.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -239829.906250 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -239829.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -239898.828125 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -239898.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -239924.937500 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -239924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -239934.000000 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -239934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -239935.203125 Penalty: 3847.072998
	Iteration 21Q: 3 clusters Score -239935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -239937.750000 Penalty: 3847.072998
	Iteration 22Q: 3 clusters Score -239937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -239940.875000 Penalty: 3847.072998
	Iteration 23Q: 3 clusters Score -239940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -239942.546875 Penalty: 3847.072998
	Iteration 24Q: 3 clusters Score -239942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -239943.437500 Penalty: 3847.072998
	Iteration 25Q: 3 clusters Score -239943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -239943.437500 Penalty: 3847.072998
	Iteration 26F: 3 clusters Score -239943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Entering Unmasked Estep 
Score: -1468467.625000 Penalty: 2357.780762
	Iteration 0F: 2 clusters Score -1468468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1458621.500000 Penalty: 4715.561523
	Iteration 0F: 3 clusters Score -1458622 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1461739.875000 Penalty: 4715.561523
	Iteration 1F: 3 clusters Score -1461740 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1462132.125000 Penalty: 4715.561523
	Iteration 2F: 3 clusters Score -1462132 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1462464.250000 Penalty: 4715.561523
	Iteration 3F: 3 clusters Score -1462464 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1462776.500000 Penalty: 4715.561523
	Iteration 4Q: 3 clusters Score -1462776 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1463130.000000 Penalty: 4715.561523
	Iteration 5Q: 3 clusters Score -1463130 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1463588.375000 Penalty: 4715.561523
	Iteration 6F: 3 clusters Score -1463588 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1464069.750000 Penalty: 4715.561523
	Iteration 7F: 3 clusters Score -1464070 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1464605.375000 Penalty: 4715.561523
	Iteration 8F: 3 clusters Score -1464605 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1465117.500000 Penalty: 4715.561523
	Iteration 9Q: 3 clusters Score -1465118 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1465535.500000 Penalty: 4715.561523
	Iteration 10Q: 3 clusters Score -1465536 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1465835.625000 Penalty: 4715.561523
	Iteration 11Q: 3 clusters Score -1465836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1466057.000000 Penalty: 4715.561523
	Iteration 12Q: 3 clusters Score -1466057 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1466190.625000 Penalty: 4715.561523
	Iteration 13Q: 3 clusters Score -1466191 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1466294.500000 Penalty: 4715.561523
	Iteration 14Q: 3 clusters Score -1466294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1466361.625000 Penalty: 4715.561523
	Iteration 15Q: 3 clusters Score -1466362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1466404.500000 Penalty: 4715.561523
	Iteration 16Q: 3 clusters Score -1466404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1466430.625000 Penalty: 4715.561523
	Iteration 17Q: 3 clusters Score -1466431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1466446.750000 Penalty: 4715.561523
	Iteration 18Q: 3 clusters Score -1466447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1466460.375000 Penalty: 4715.561523
	Iteration 19Q: 3 clusters Score -1466460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1466464.500000 Penalty: 4715.561523
	Iteration 20F: 3 clusters Score -1466464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1466466.875000 Penalty: 4715.561523
	Iteration 21Q: 3 clusters Score -1466467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1466471.875000 Penalty: 4715.561523
	Iteration 22Q: 3 clusters Score -1466472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1466470.875000 Penalty: 4715.561523
	Iteration 23Q: 3 clusters Score -1466471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1466472.250000 Penalty: 4715.561523
	Iteration 24Q: 3 clusters Score -1466472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1466473.625000 Penalty: 4715.561523
	Iteration 25Q: 3 clusters Score -1466474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1466477.750000 Penalty: 4715.561523
	Iteration 26Q: 3 clusters Score -1466478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1466476.750000 Penalty: 4715.561523
	Iteration 27Q: 3 clusters Score -1466477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1466476.750000 Penalty: 4715.561523
	Iteration 28F: 3 clusters Score -1466477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 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 395 members 
Entering Unmasked Estep 
Score: -70157.632812 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70157.63 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70678.078125 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70678.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70874.703125 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -70874.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70990.890625 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -70990.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71057.171875 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -71057.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -71120.125000 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -71120.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -71173.203125 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71208.890625 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71208.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71223.101562 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -71223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71239.671875 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -71239.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -71251.015625 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -71251.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71260.804688 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -71260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -71276.218750 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -71276.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71290.171875 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -71290.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71295.453125 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -71295.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71301.375000 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -71301.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71306.742188 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -71306.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71312.539062 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -71312.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71328.820312 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -71328.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -71341.171875 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -71341.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71353.273438 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -71353.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71357.476562 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -71357.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71365.625000 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -71365.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71400.367188 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -71400.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71459.992188 Penalty: 3318.041016
	Iteration 24Q: 3 clusters Score -71459.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71473.835938 Penalty: 3318.041016
	Iteration 25Q: 3 clusters Score -71473.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71497.898438 Penalty: 3318.041016
	Iteration 26Q: 3 clusters Score -71497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71527.882812 Penalty: 3318.041016
	Iteration 27Q: 3 clusters Score -71527.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71543.906250 Penalty: 3318.041016
	Iteration 28Q: 3 clusters Score -71543.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71550.437500 Penalty: 3318.041016
	Iteration 29Q: 3 clusters Score -71550.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71558.468750 Penalty: 3318.041016
	Iteration 30Q: 3 clusters Score -71558.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71568.726562 Penalty: 3318.041016
	Iteration 31Q: 3 clusters Score -71568.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -71590.320312 Penalty: 3318.041016
	Iteration 32Q: 3 clusters Score -71590.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71618.789062 Penalty: 3318.041016
	Iteration 33Q: 3 clusters Score -71618.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71625.921875 Penalty: 3318.041016
	Iteration 34Q: 3 clusters Score -71625.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71652.593750 Penalty: 3318.041016
	Iteration 35Q: 3 clusters Score -71652.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -71687.679688 Penalty: 3318.041016
	Iteration 36Q: 3 clusters Score -71687.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71779.703125 Penalty: 3318.041016
	Iteration 37Q: 3 clusters Score -71779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71934.476562 Penalty: 3318.041016
	Iteration 38Q: 3 clusters Score -71934.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -72025.445312 Penalty: 3318.041016
	Iteration 39Q: 3 clusters Score -72025.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72050.867188 Penalty: 3318.041016
	Iteration 40F: 3 clusters Score -72050.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72059.210938 Penalty: 3318.041016
	Iteration 41Q: 3 clusters Score -72059.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -72077.328125 Penalty: 3318.041016
	Iteration 42Q: 3 clusters Score -72077.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -72087.789062 Penalty: 3318.041016
	Iteration 43Q: 3 clusters Score -72087.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -72104.796875 Penalty: 3318.041016
	Iteration 44Q: 3 clusters Score -72104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -72119.687500 Penalty: 3318.041016
	Iteration 45Q: 3 clusters Score -72119.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72173.421875 Penalty: 3318.041016
	Iteration 46Q: 3 clusters Score -72173.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72276.031250 Penalty: 3318.041016
	Iteration 47Q: 3 clusters Score -72276.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72376.046875 Penalty: 3318.041016
	Iteration 48Q: 3 clusters Score -72376.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -72405.234375 Penalty: 3318.041016
	Iteration 49Q: 3 clusters Score -72405.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -72424.429688 Penalty: 3318.041016
	Iteration 50Q: 3 clusters Score -72424.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -72424.429688 Penalty: 3318.041016
	Iteration 51F: 3 clusters Score -72424.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 195833 members 
Mstep: Class 3 contains 266475 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66536 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 412011 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321893 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 651 members 
Entering Unmasked Estep 
Score: -158371312.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158372592.000000 to -158371312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (412011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412011 members 
Entering Unmasked Estep 
Score: -43531820.000000 Penalty: 3206.343750
	Iteration 0F: 2 clusters Score -4.353182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206305 members 
Mstep: Class 2 contains 205706 members 
Entering Unmasked Estep 
Score: -43285192.000000 Penalty: 6412.687500
	Iteration 0F: 3 clusters Score -4.328519e+07 nChanged 200745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217144 members 
Mstep: Class 2 contains 194867 members 
Entering Unmasked Estep 
Score: -43406104.000000 Penalty: 6412.687500
	Iteration 1F: 3 clusters Score -4.34061e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 187434 members 
Entering Unmasked Estep 
Score: -43408976.000000 Penalty: 6412.687500
	Iteration 2Q: 3 clusters Score -4.340898e+07 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236180 members 
Mstep: Class 2 contains 175831 members 
Entering Unmasked Estep 
Score: -43414168.000000 Penalty: 6412.687500
	Iteration 3Q: 3 clusters Score -4.341417e+07 nChanged 20817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253407 members 
Mstep: Class 2 contains 158604 members 
Entering Unmasked Estep 
Score: -43423348.000000 Penalty: 6412.687500
	Iteration 4F: 3 clusters Score -4.342335e+07 nChanged 26500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277211 members 
Mstep: Class 2 contains 134800 members 
Entering Unmasked Estep 
Score: -43438904.000000 Penalty: 6412.687500
	Iteration 5F: 3 clusters Score -4.34389e+07 nChanged 31009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306632 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -43461548.000000 Penalty: 6412.687500
	Iteration 6F: 3 clusters Score -4.346155e+07 nChanged 31574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337442 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -43486288.000000 Penalty: 6412.687500
	Iteration 7F: 3 clusters Score -4.348629e+07 nChanged 26885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364097 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -43504200.000000 Penalty: 6412.687500
	Iteration 8F: 3 clusters Score -4.35042e+07 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383271 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -43514964.000000 Penalty: 6412.687500
	Iteration 9Q: 3 clusters Score -4.351496e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395929 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -43521432.000000 Penalty: 6412.687500
	Iteration 10Q: 3 clusters Score -4.352143e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403726 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -43525012.000000 Penalty: 6412.687500
	Iteration 11Q: 3 clusters Score -4.352501e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408002 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -43527032.000000 Penalty: 6412.687500
	Iteration 12Q: 3 clusters Score -4.352703e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410030 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -43528084.000000 Penalty: 6412.687500
	Iteration 13Q: 3 clusters Score -4.352808e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410904 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -43528472.000000 Penalty: 6412.687500
	Iteration 14Q: 3 clusters Score -4.352847e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411274 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -43528832.000000 Penalty: 6412.687500
	Iteration 15Q: 3 clusters Score -4.352883e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411439 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -43528948.000000 Penalty: 6412.687500
	Iteration 16Q: 3 clusters Score -4.352895e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411515 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -43528996.000000 Penalty: 6412.687500
	Iteration 17Q: 3 clusters Score -4.3529e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411562 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43529032.000000 Penalty: 6412.687500
	Iteration 18Q: 3 clusters Score -4.352903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411591 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43529036.000000 Penalty: 6412.687500
	Iteration 19Q: 3 clusters Score -4.352904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411611 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43529048.000000 Penalty: 6412.687500
	Iteration 20F: 3 clusters Score -4.352905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411617 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43529044.000000 Penalty: 6412.687500
	Iteration 21Q: 3 clusters Score -4.352904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411629 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43529000.000000 Penalty: 6412.687500
	Iteration 22Q: 3 clusters Score -4.3529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411646 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43529040.000000 Penalty: 6412.687500
	Iteration 23Q: 3 clusters Score -4.352904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411655 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43529052.000000 Penalty: 6412.687500
	Iteration 24Q: 3 clusters Score -4.352905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411666 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43529088.000000 Penalty: 6412.687500
	Iteration 25Q: 3 clusters Score -4.352909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411672 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43529072.000000 Penalty: 6412.687500
	Iteration 26Q: 3 clusters Score -4.352907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411676 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43529052.000000 Penalty: 6412.687500
	Iteration 27Q: 3 clusters Score -4.352905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411679 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43529060.000000 Penalty: 6412.687500
	Iteration 28Q: 3 clusters Score -4.352906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411682 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43529048.000000 Penalty: 6412.687500
	Iteration 29Q: 3 clusters Score -4.352905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411683 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43529092.000000 Penalty: 6412.687500
	Iteration 30Q: 3 clusters Score -4.352909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411687 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43529048.000000 Penalty: 6412.687500
	Iteration 31Q: 3 clusters Score -4.352905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411687 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43529064.000000 Penalty: 6412.687500
	Iteration 32Q: 3 clusters Score -4.352906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411688 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43529076.000000 Penalty: 6412.687500
	Iteration 33Q: 3 clusters Score -4.352908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411689 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43529064.000000 Penalty: 6412.687500
	Iteration 34Q: 3 clusters Score -4.352906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411691 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43529076.000000 Penalty: 6412.687500
	Iteration 35Q: 3 clusters Score -4.352908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411691 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43529076.000000 Penalty: 6412.687500
	Iteration 36F: 3 clusters Score -4.352908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -350806.343750 Penalty: 2026.976685
	Iteration 0F: 2 clusters Score -350806.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -347167.593750 Penalty: 4053.953369
	Iteration 0F: 3 clusters Score -347167.6 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -347978.156250 Penalty: 4053.953369
	Iteration 1F: 3 clusters Score -347978.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -348165.562500 Penalty: 4053.953369
	Iteration 2F: 3 clusters Score -348165.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -348249.812500 Penalty: 4053.953369
	Iteration 3Q: 3 clusters Score -348249.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -348308.093750 Penalty: 4053.953369
	Iteration 4Q: 3 clusters Score -348308.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -348348.531250 Penalty: 4053.953369
	Iteration 5Q: 3 clusters Score -348348.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -348372.406250 Penalty: 4053.953369
	Iteration 6Q: 3 clusters Score -348372.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -348398.406250 Penalty: 4053.953369
	Iteration 7Q: 3 clusters Score -348398.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -348422.531250 Penalty: 4053.953369
	Iteration 8Q: 3 clusters Score -348422.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -348451.687500 Penalty: 4053.953369
	Iteration 9Q: 3 clusters Score -348451.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -348470.812500 Penalty: 4053.953369
	Iteration 10Q: 3 clusters Score -348470.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -348492.375000 Penalty: 4053.953369
	Iteration 11Q: 3 clusters Score -348492.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -348511.500000 Penalty: 4053.953369
	Iteration 12Q: 3 clusters Score -348511.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -348535.406250 Penalty: 4053.953369
	Iteration 13Q: 3 clusters Score -348535.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -348570.781250 Penalty: 4053.953369
	Iteration 14Q: 3 clusters Score -348570.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -348597.562500 Penalty: 4053.953369
	Iteration 15Q: 3 clusters Score -348597.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -348625.656250 Penalty: 4053.953369
	Iteration 16Q: 3 clusters Score -348625.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -348658.218750 Penalty: 4053.953369
	Iteration 17Q: 3 clusters Score -348658.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -348693.562500 Penalty: 4053.953369
	Iteration 18Q: 3 clusters Score -348693.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -348725.468750 Penalty: 4053.953369
	Iteration 19Q: 3 clusters Score -348725.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -348754.906250 Penalty: 4053.953369
	Iteration 20F: 3 clusters Score -348754.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -348782.093750 Penalty: 4053.953369
	Iteration 21Q: 3 clusters Score -348782.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -348809.531250 Penalty: 4053.953369
	Iteration 22Q: 3 clusters Score -348809.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -348833.750000 Penalty: 4053.953369
	Iteration 23Q: 3 clusters Score -348833.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -348856.531250 Penalty: 4053.953369
	Iteration 24Q: 3 clusters Score -348856.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -348884.687500 Penalty: 4053.953369
	Iteration 25Q: 3 clusters Score -348884.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -348909.875000 Penalty: 4053.953369
	Iteration 26Q: 3 clusters Score -348909.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -348929.531250 Penalty: 4053.953369
	Iteration 27Q: 3 clusters Score -348929.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -348944.218750 Penalty: 4053.953369
	Iteration 28Q: 3 clusters Score -348944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -348960.125000 Penalty: 4053.953369
	Iteration 29Q: 3 clusters Score -348960.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -348974.531250 Penalty: 4053.953369
	Iteration 30Q: 3 clusters Score -348974.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -348986.406250 Penalty: 4053.953369
	Iteration 31Q: 3 clusters Score -348986.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -349002.906250 Penalty: 4053.953369
	Iteration 32Q: 3 clusters Score -349002.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -349014.468750 Penalty: 4053.953369
	Iteration 33Q: 3 clusters Score -349014.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -349030.593750 Penalty: 4053.953369
	Iteration 34Q: 3 clusters Score -349030.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -349042.187500 Penalty: 4053.953369
	Iteration 35Q: 3 clusters Score -349042.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -349054.656250 Penalty: 4053.953369
	Iteration 36Q: 3 clusters Score -349054.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -349068.687500 Penalty: 4053.953369
	Iteration 37Q: 3 clusters Score -349068.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -349087.937500 Penalty: 4053.953369
	Iteration 38Q: 3 clusters Score -349087.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -349110.156250 Penalty: 4053.953369
	Iteration 39Q: 3 clusters Score -349110.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -349136.093750 Penalty: 4053.953369
	Iteration 40F: 3 clusters Score -349136.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -349157.750000 Penalty: 4053.953369
	Iteration 41Q: 3 clusters Score -349157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -349175.687500 Penalty: 4053.953369
	Iteration 42Q: 3 clusters Score -349175.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -349186.343750 Penalty: 4053.953369
	Iteration 43Q: 3 clusters Score -349186.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -349192.343750 Penalty: 4053.953369
	Iteration 44Q: 3 clusters Score -349192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -349195.375000 Penalty: 4053.953369
	Iteration 45Q: 3 clusters Score -349195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -349201.468750 Penalty: 4053.953369
	Iteration 46Q: 3 clusters Score -349201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -349206.406250 Penalty: 4053.953369
	Iteration 47Q: 3 clusters Score -349206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -349214.406250 Penalty: 4053.953369
	Iteration 48Q: 3 clusters Score -349214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -349223.468750 Penalty: 4053.953369
	Iteration 49Q: 3 clusters Score -349223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -349229.812500 Penalty: 4053.953369
	Iteration 50Q: 3 clusters Score -349229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -349232.531250 Penalty: 4053.953369
	Iteration 51Q: 3 clusters Score -349232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -349236.125000 Penalty: 4053.953369
	Iteration 52Q: 3 clusters Score -349236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -349240.718750 Penalty: 4053.953369
	Iteration 53Q: 3 clusters Score -349240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -349243.250000 Penalty: 4053.953369
	Iteration 54Q: 3 clusters Score -349243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -349246.218750 Penalty: 4053.953369
	Iteration 55Q: 3 clusters Score -349246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -349249.625000 Penalty: 4053.953369
	Iteration 56Q: 3 clusters Score -349249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -349250.656250 Penalty: 4053.953369
	Iteration 57Q: 3 clusters Score -349250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -349250.656250 Penalty: 4053.953369
	Iteration 58F: 3 clusters Score -349250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41759.351562 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41759.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41941.289062 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41941.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41992.433594 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -41992.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42025.761719 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42025.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42048.929688 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42048.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42083.152344 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42083.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42105.089844 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42105.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42116.316406 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42116.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42124.507812 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42124.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42132.593750 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42132.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42142.589844 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42142.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42150.882812 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42150.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42154.875000 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42154.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42154.875000 Penalty: 3081.452637
	Iteration 13F: 3 clusters Score -42154.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Entering Unmasked Estep 
Score: -4970458.500000 Penalty: 2663.621826
	Iteration 0F: 2 clusters Score -4970458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4939256.000000 Penalty: 5327.243652
	Iteration 0F: 3 clusters Score -4939256 nChanged 21212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4950961.000000 Penalty: 5327.243652
	Iteration 1F: 3 clusters Score -4950961 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4951630.500000 Penalty: 5327.243652
	Iteration 2Q: 3 clusters Score -4951630 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4952259.500000 Penalty: 5327.243652
	Iteration 3Q: 3 clusters Score -4952260 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4952958.500000 Penalty: 5327.243652
	Iteration 4Q: 3 clusters Score -4952958 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4953766.500000 Penalty: 5327.243652
	Iteration 5Q: 3 clusters Score -4953766 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4954924.500000 Penalty: 5327.243652
	Iteration 6Q: 3 clusters Score -4954924 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4956476.500000 Penalty: 5327.243652
	Iteration 7F: 3 clusters Score -4956476 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4958554.000000 Penalty: 5327.243652
	Iteration 8F: 3 clusters Score -4958554 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4960939.500000 Penalty: 5327.243652
	Iteration 9F: 3 clusters Score -4960940 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4963390.500000 Penalty: 5327.243652
	Iteration 10F: 3 clusters Score -4963390 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4965292.000000 Penalty: 5327.243652
	Iteration 11Q: 3 clusters Score -4965292 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -4966285.000000 Penalty: 5327.243652
	Iteration 12Q: 3 clusters Score -4966285 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4966807.000000 Penalty: 5327.243652
	Iteration 13Q: 3 clusters Score -4966807 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4967133.000000 Penalty: 5327.243652
	Iteration 14Q: 3 clusters Score -4967133 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -4967424.000000 Penalty: 5327.243652
	Iteration 15Q: 3 clusters Score -4967424 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4967633.000000 Penalty: 5327.243652
	Iteration 16Q: 3 clusters Score -4967633 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4967802.000000 Penalty: 5327.243652
	Iteration 17Q: 3 clusters Score -4967802 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4967963.500000 Penalty: 5327.243652
	Iteration 18Q: 3 clusters Score -4967964 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -4968113.000000 Penalty: 5327.243652
	Iteration 19Q: 3 clusters Score -4968113 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -4968221.000000 Penalty: 5327.243652
	Iteration 20F: 3 clusters Score -4968221 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4968297.500000 Penalty: 5327.243652
	Iteration 21Q: 3 clusters Score -4968298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -4968358.000000 Penalty: 5327.243652
	Iteration 22Q: 3 clusters Score -4968358 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -4968406.500000 Penalty: 5327.243652
	Iteration 23Q: 3 clusters Score -4968406 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -4968456.000000 Penalty: 5327.243652
	Iteration 24Q: 3 clusters Score -4968456 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -4968510.000000 Penalty: 5327.243652
	Iteration 25Q: 3 clusters Score -4968510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -4968545.500000 Penalty: 5327.243652
	Iteration 26Q: 3 clusters Score -4968546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -4968571.000000 Penalty: 5327.243652
	Iteration 27Q: 3 clusters Score -4968571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -4968581.500000 Penalty: 5327.243652
	Iteration 28Q: 3 clusters Score -4968582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -4968599.500000 Penalty: 5327.243652
	Iteration 29Q: 3 clusters Score -4968600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -4968624.500000 Penalty: 5327.243652
	Iteration 30Q: 3 clusters Score -4968624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -4968650.500000 Penalty: 5327.243652
	Iteration 31Q: 3 clusters Score -4968650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4968675.500000 Penalty: 5327.243652
	Iteration 32Q: 3 clusters Score -4968676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -4968675.000000 Penalty: 5327.243652
	Iteration 33Q: 3 clusters Score -4968675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -4968685.000000 Penalty: 5327.243652
	Iteration 34Q: 3 clusters Score -4968685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -4968697.500000 Penalty: 5327.243652
	Iteration 35Q: 3 clusters Score -4968698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -4968699.500000 Penalty: 5327.243652
	Iteration 36Q: 3 clusters Score -4968700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -4968704.000000 Penalty: 5327.243652
	Iteration 37Q: 3 clusters Score -4968704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -4968720.000000 Penalty: 5327.243652
	Iteration 38Q: 3 clusters Score -4968720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -4968724.000000 Penalty: 5327.243652
	Iteration 39Q: 3 clusters Score -4968724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -4968738.000000 Penalty: 5327.243652
	Iteration 40F: 3 clusters Score -4968738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -4968758.000000 Penalty: 5327.243652
	Iteration 41Q: 3 clusters Score -4968758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -4968774.000000 Penalty: 5327.243652
	Iteration 42Q: 3 clusters Score -4968774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -4968777.000000 Penalty: 5327.243652
	Iteration 43Q: 3 clusters Score -4968777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -4968796.000000 Penalty: 5327.243652
	Iteration 44Q: 3 clusters Score -4968796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -4968794.500000 Penalty: 5327.243652
	Iteration 45Q: 3 clusters Score -4968794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4968813.000000 Penalty: 5327.243652
	Iteration 46Q: 3 clusters Score -4968813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -4968835.000000 Penalty: 5327.243652
	Iteration 47Q: 3 clusters Score -4968835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -4968831.500000 Penalty: 5327.243652
	Iteration 48Q: 3 clusters Score -4968832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -4968822.500000 Penalty: 5327.243652
	Iteration 49Q: 3 clusters Score -4968822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -4968825.000000 Penalty: 5327.243652
	Iteration 50Q: 3 clusters Score -4968825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4968825.000000 Penalty: 5327.243652
	Iteration 51Q: 3 clusters Score -4968825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -4968824.500000 Penalty: 5327.243652
	Iteration 52Q: 3 clusters Score -4968824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -4968827.500000 Penalty: 5327.243652
	Iteration 53Q: 3 clusters Score -4968828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -4968828.000000 Penalty: 5327.243652
	Iteration 54Q: 3 clusters Score -4968828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -4968826.500000 Penalty: 5327.243652
	Iteration 55Q: 3 clusters Score -4968826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -4968829.500000 Penalty: 5327.243652
	Iteration 56Q: 3 clusters Score -4968830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -4968823.500000 Penalty: 5327.243652
	Iteration 57Q: 3 clusters Score -4968824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -4968823.500000 Penalty: 5327.243652
	Iteration 58F: 3 clusters Score -4968824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (321893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321893 members 
Entering Unmasked Estep 
Score: -34190856.000000 Penalty: 3145.129639
	Iteration 0F: 2 clusters Score -3.419086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 160756 members 
Entering Unmasked Estep 
Score: -33983216.000000 Penalty: 6290.259277
	Iteration 0F: 3 clusters Score -3.398322e+07 nChanged 156152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -34077020.000000 Penalty: 6290.259277
	Iteration 1F: 3 clusters Score -3.407702e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 149461 members 
Entering Unmasked Estep 
Score: -34078960.000000 Penalty: 6290.259277
	Iteration 2Q: 3 clusters Score -3.407896e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178827 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -34081888.000000 Penalty: 6290.259277
	Iteration 3Q: 3 clusters Score -3.408189e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187973 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -34086016.000000 Penalty: 6290.259277
	Iteration 4Q: 3 clusters Score -3.408602e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200492 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
Score: -34093072.000000 Penalty: 6290.259277
	Iteration 5Q: 3 clusters Score -3.409307e+07 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216377 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -34103060.000000 Penalty: 6290.259277
	Iteration 6F: 3 clusters Score -3.410306e+07 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233912 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -34116712.000000 Penalty: 6290.259277
	Iteration 7F: 3 clusters Score -3.411671e+07 nChanged 19715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249997 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -34131536.000000 Penalty: 6290.259277
	Iteration 8F: 3 clusters Score -3.413154e+07 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261545 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -34143708.000000 Penalty: 6290.259277
	Iteration 9F: 3 clusters Score -3.414371e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268324 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -34152356.000000 Penalty: 6290.259277
	Iteration 10Q: 3 clusters Score -3.415236e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272051 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -34156716.000000 Penalty: 6290.259277
	Iteration 11Q: 3 clusters Score -3.415672e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274771 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -34159152.000000 Penalty: 6290.259277
	Iteration 12Q: 3 clusters Score -3.415915e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277404 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -34160596.000000 Penalty: 6290.259277
	Iteration 13Q: 3 clusters Score -3.41606e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280042 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -34162048.000000 Penalty: 6290.259277
	Iteration 14Q: 3 clusters Score -3.416205e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282642 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -34163632.000000 Penalty: 6290.259277
	Iteration 15Q: 3 clusters Score -3.416363e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285143 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -34164952.000000 Penalty: 6290.259277
	Iteration 16Q: 3 clusters Score -3.416495e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287605 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -34166424.000000 Penalty: 6290.259277
	Iteration 17Q: 3 clusters Score -3.416642e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290041 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -34167780.000000 Penalty: 6290.259277
	Iteration 18Q: 3 clusters Score -3.416778e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292530 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -34169012.000000 Penalty: 6290.259277
	Iteration 19Q: 3 clusters Score -3.416901e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294915 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -34170244.000000 Penalty: 6290.259277
	Iteration 20F: 3 clusters Score -3.417024e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297244 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -34171672.000000 Penalty: 6290.259277
	Iteration 21Q: 3 clusters Score -3.417167e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299530 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -34173036.000000 Penalty: 6290.259277
	Iteration 22Q: 3 clusters Score -3.417304e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301748 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -34174444.000000 Penalty: 6290.259277
	Iteration 23Q: 3 clusters Score -3.417444e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303859 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -34175908.000000 Penalty: 6290.259277
	Iteration 24Q: 3 clusters Score -3.417591e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305872 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -34177160.000000 Penalty: 6290.259277
	Iteration 25Q: 3 clusters Score -3.417716e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307777 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -34178368.000000 Penalty: 6290.259277
	Iteration 26Q: 3 clusters Score -3.417837e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309584 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -34179484.000000 Penalty: 6290.259277
	Iteration 27Q: 3 clusters Score -3.417948e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311205 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -34180388.000000 Penalty: 6290.259277
	Iteration 28Q: 3 clusters Score -3.418039e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312636 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -34181516.000000 Penalty: 6290.259277
	Iteration 29Q: 3 clusters Score -3.418152e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313927 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -34182332.000000 Penalty: 6290.259277
	Iteration 30Q: 3 clusters Score -3.418233e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315021 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -34183172.000000 Penalty: 6290.259277
	Iteration 31Q: 3 clusters Score -3.418317e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315936 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -34183828.000000 Penalty: 6290.259277
	Iteration 32Q: 3 clusters Score -3.418383e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316711 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -34184416.000000 Penalty: 6290.259277
	Iteration 33Q: 3 clusters Score -3.418442e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317373 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -34185004.000000 Penalty: 6290.259277
	Iteration 34Q: 3 clusters Score -3.4185e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317924 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -34185428.000000 Penalty: 6290.259277
	Iteration 35Q: 3 clusters Score -3.418543e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318374 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -34185748.000000 Penalty: 6290.259277
	Iteration 36Q: 3 clusters Score -3.418575e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318756 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -34186024.000000 Penalty: 6290.259277
	Iteration 37Q: 3 clusters Score -3.418602e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319056 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -34186316.000000 Penalty: 6290.259277
	Iteration 38Q: 3 clusters Score -3.418632e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319284 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -34186528.000000 Penalty: 6290.259277
	Iteration 39Q: 3 clusters Score -3.418653e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319481 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -34186772.000000 Penalty: 6290.259277
	Iteration 40F: 3 clusters Score -3.418677e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319649 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -34186912.000000 Penalty: 6290.259277
	Iteration 41Q: 3 clusters Score -3.418691e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319801 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -34187004.000000 Penalty: 6290.259277
	Iteration 42Q: 3 clusters Score -3.4187e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319924 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -34187092.000000 Penalty: 6290.259277
	Iteration 43Q: 3 clusters Score -3.418709e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320010 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -34187144.000000 Penalty: 6290.259277
	Iteration 44Q: 3 clusters Score -3.418714e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320101 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -34187264.000000 Penalty: 6290.259277
	Iteration 45Q: 3 clusters Score -3.418726e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320161 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -34187328.000000 Penalty: 6290.259277
	Iteration 46Q: 3 clusters Score -3.418733e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320210 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -34187396.000000 Penalty: 6290.259277
	Iteration 47Q: 3 clusters Score -3.41874e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320258 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -34187420.000000 Penalty: 6290.259277
	Iteration 48Q: 3 clusters Score -3.418742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320295 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -34187420.000000 Penalty: 6290.259277
	Iteration 49Q: 3 clusters Score -3.418742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320323 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -34187456.000000 Penalty: 6290.259277
	Iteration 50Q: 3 clusters Score -3.418746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320347 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -34187472.000000 Penalty: 6290.259277
	Iteration 51Q: 3 clusters Score -3.418747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320375 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -34187500.000000 Penalty: 6290.259277
	Iteration 52Q: 3 clusters Score -3.41875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320403 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -34187552.000000 Penalty: 6290.259277
	Iteration 53Q: 3 clusters Score -3.418755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320421 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -34187552.000000 Penalty: 6290.259277
	Iteration 54Q: 3 clusters Score -3.418755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320447 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -34187552.000000 Penalty: 6290.259277
	Iteration 55Q: 3 clusters Score -3.418755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320470 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -34187592.000000 Penalty: 6290.259277
	Iteration 56Q: 3 clusters Score -3.418759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320485 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -34187604.000000 Penalty: 6290.259277
	Iteration 57Q: 3 clusters Score -3.41876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320496 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -34187600.000000 Penalty: 6290.259277
	Iteration 58Q: 3 clusters Score -3.41876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320506 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -34187592.000000 Penalty: 6290.259277
	Iteration 59Q: 3 clusters Score -3.418759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320519 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -34187612.000000 Penalty: 6290.259277
	Iteration 60F: 3 clusters Score -3.418761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320524 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -34187612.000000 Penalty: 6290.259277
	Iteration 61Q: 3 clusters Score -3.418761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320527 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -34187612.000000 Penalty: 6290.259277
	Iteration 62Q: 3 clusters Score -3.418761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320530 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -34187604.000000 Penalty: 6290.259277
	Iteration 63Q: 3 clusters Score -3.41876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320536 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -34187596.000000 Penalty: 6290.259277
	Iteration 64Q: 3 clusters Score -3.41876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320541 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -34187628.000000 Penalty: 6290.259277
	Iteration 65Q: 3 clusters Score -3.418763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320547 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -34187612.000000 Penalty: 6290.259277
	Iteration 66Q: 3 clusters Score -3.418761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320554 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -34187624.000000 Penalty: 6290.259277
	Iteration 67Q: 3 clusters Score -3.418762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320562 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -34187648.000000 Penalty: 6290.259277
	Iteration 68Q: 3 clusters Score -3.418765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320572 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -34187632.000000 Penalty: 6290.259277
	Iteration 69Q: 3 clusters Score -3.418763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320578 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -34187652.000000 Penalty: 6290.259277
	Iteration 70Q: 3 clusters Score -3.418765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320581 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -34187636.000000 Penalty: 6290.259277
	Iteration 71Q: 3 clusters Score -3.418764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320584 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -34187636.000000 Penalty: 6290.259277
	Iteration 72Q: 3 clusters Score -3.418764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320587 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -34187652.000000 Penalty: 6290.259277
	Iteration 73Q: 3 clusters Score -3.418765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320592 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -34187656.000000 Penalty: 6290.259277
	Iteration 74Q: 3 clusters Score -3.418766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320596 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -34187668.000000 Penalty: 6290.259277
	Iteration 75Q: 3 clusters Score -3.418767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320600 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -34187680.000000 Penalty: 6290.259277
	Iteration 76Q: 3 clusters Score -3.418768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320604 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -34187672.000000 Penalty: 6290.259277
	Iteration 77Q: 3 clusters Score -3.418767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320606 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -34187668.000000 Penalty: 6290.259277
	Iteration 78Q: 3 clusters Score -3.418767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320610 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -34187672.000000 Penalty: 6290.259277
	Iteration 79Q: 3 clusters Score -3.418767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320613 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -34187680.000000 Penalty: 6290.259277
	Iteration 80F: 3 clusters Score -3.418768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320617 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -34187680.000000 Penalty: 6290.259277
	Iteration 81Q: 3 clusters Score -3.418768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320617 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -34187664.000000 Penalty: 6290.259277
	Iteration 82Q: 3 clusters Score -3.418766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320619 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -34187680.000000 Penalty: 6290.259277
	Iteration 83Q: 3 clusters Score -3.418768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320620 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -34187664.000000 Penalty: 6290.259277
	Iteration 84Q: 3 clusters Score -3.418766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320622 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -34187684.000000 Penalty: 6290.259277
	Iteration 85Q: 3 clusters Score -3.418768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320622 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -34187684.000000 Penalty: 6290.259277
	Iteration 86Q: 3 clusters Score -3.418768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320624 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -34187676.000000 Penalty: 6290.259277
	Iteration 87Q: 3 clusters Score -3.418768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320625 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -34187680.000000 Penalty: 6290.259277
	Iteration 88Q: 3 clusters Score -3.418768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320625 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -34187680.000000 Penalty: 6290.259277
	Iteration 89F: 3 clusters Score -3.418768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45277.265625 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45277.27 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 245 members 
Entering Unmasked Estep 
Score: -43802.238281 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43802.24 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43963.562500 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43963.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44026.199219 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -44026.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44051.121094 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44051.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44056.972656 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44056.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44064.632812 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -44064.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44082.648438 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -44082.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44089.367188 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -44089.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44089.367188 Penalty: 3067.337891
	Iteration 8F: 3 clusters Score -44089.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -107950.820312 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -107950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105935.648438 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -105935.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106215.320312 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -106215.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106305.781250 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -106305.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106354.804688 Penalty: 3482.457520
	Iteration 3Q: 3 clusters Score -106354.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106377.054688 Penalty: 3482.457520
	Iteration 4Q: 3 clusters Score -106377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106382.968750 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -106383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106392.867188 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -106392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106399.531250 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -106399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106404.226562 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -106404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106405.093750 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -106405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106405.093750 Penalty: 3482.457520
	Iteration 10F: 3 clusters Score -106405.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 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 448 members 
Entering Unmasked Estep 
Score: -78227.117188 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78227.12 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78599.171875 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78599.17 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78810.218750 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78810.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78927.750000 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -78927.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79054.515625 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -79054.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79174.062500 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -79174.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79330.617188 Penalty: 3376.187500
	Iteration 6F: 3 clusters Score -79330.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79563.257812 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79563.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79802.648438 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79802.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79989.937500 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79989.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80240.273438 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -80240.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80405.531250 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -80405.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80415.226562 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -80415.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80425.898438 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -80425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80429.875000 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80429.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80437.789062 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80437.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80445.054688 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80445.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80460.062500 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80460.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80477.500000 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80495.625000 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80495.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80530.765625 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80530.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80640.031250 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -80640.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80818.875000 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -80818.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80880.226562 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -80880.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80883.460938 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -80883.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80895.039062 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -80895.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80901.992188 Penalty: 3376.187500
	Iteration 26Q: 3 clusters Score -80901.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80906.015625 Penalty: 3376.187500
	Iteration 27Q: 3 clusters Score -80906.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80916.039062 Penalty: 3376.187500
	Iteration 28Q: 3 clusters Score -80916.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80918.671875 Penalty: 3376.187500
	Iteration 29Q: 3 clusters Score -80918.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80918.671875 Penalty: 3376.187500
	Iteration 30F: 3 clusters Score -80918.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 195833 members 
Mstep: Class 3 contains 266475 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66536 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412011 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321893 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 444 members 
Mstep: Class 25 contains 460 members 
Entering Unmasked Estep 
Score: -158371472.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158372592.000000 to -158371472.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 195833 members 
Mstep: Class 3 contains 266475 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66536 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412011 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321893 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372656.000000 Penalty: 84740.203125
Iteration 319Q: 25 clusters Score -1.583727e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 195842 members 
Mstep: Class 3 contains 266465 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66546 members 
Mstep: Class 13 contains 15830 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411987 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321874 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372512.000000 Penalty: 84740.203125
Iteration 320F: 25 clusters Score -1.583725e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 195851 members 
Mstep: Class 3 contains 266459 members 
Mstep: Class 4 contains 9693 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28849 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35423 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66560 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13519 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411960 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46183 members 
Mstep: Class 21 contains 321872 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372384.000000 Penalty: 84740.203125
Iteration 321Q: 25 clusters Score -1.583724e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 195862 members 
Mstep: Class 3 contains 266450 members 
Mstep: Class 4 contains 9689 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29691 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35425 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66569 members 
Mstep: Class 13 contains 15804 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411938 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321869 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372464.000000 Penalty: 84740.203125
Iteration 322Q: 25 clusters Score -1.583725e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 195879 members 
Mstep: Class 3 contains 266448 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29689 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66574 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13564 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411912 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 321854 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372512.000000 Penalty: 84740.203125
Iteration 323Q: 25 clusters Score -1.583725e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 195897 members 
Mstep: Class 3 contains 266434 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66588 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411904 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46186 members 
Mstep: Class 21 contains 321834 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372480.000000 Penalty: 84740.203125
Iteration 324Q: 25 clusters Score -1.583725e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 195915 members 
Mstep: Class 3 contains 266416 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 6546 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29687 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35425 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66594 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13617 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411894 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46188 members 
Mstep: Class 21 contains 321825 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372608.000000 Penalty: 84740.203125
Iteration 325Q: 25 clusters Score -1.583726e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 195927 members 
Mstep: Class 3 contains 266402 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28845 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66600 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13632 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411869 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46189 members 
Mstep: Class 21 contains 321833 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372672.000000 Penalty: 84740.203125
Iteration 326Q: 25 clusters Score -1.583727e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 195940 members 
Mstep: Class 3 contains 266389 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66607 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13647 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411847 members 
Mstep: Class 18 contains 3574 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46190 members 
Mstep: Class 21 contains 321837 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372464.000000 Penalty: 84740.203125
Iteration 327Q: 25 clusters Score -1.583725e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 195954 members 
Mstep: Class 3 contains 266379 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35423 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66625 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411830 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46190 members 
Mstep: Class 21 contains 321839 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372464.000000 Penalty: 84740.203125
Iteration 328Q: 25 clusters Score -1.583725e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 195975 members 
Mstep: Class 3 contains 266377 members 
Mstep: Class 4 contains 9680 members 
Mstep: Class 5 contains 6525 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28847 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66642 members 
Mstep: Class 13 contains 15727 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13685 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411816 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46192 members 
Mstep: Class 21 contains 321817 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372480.000000 Penalty: 84740.203125
Iteration 329Q: 25 clusters Score -1.583725e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 195996 members 
Mstep: Class 3 contains 266376 members 
Mstep: Class 4 contains 9678 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28845 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66655 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411792 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46194 members 
Mstep: Class 21 contains 321804 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372656.000000 Penalty: 84740.203125
Iteration 330Q: 25 clusters Score -1.583727e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 196024 members 
Mstep: Class 3 contains 266366 members 
Mstep: Class 4 contains 9677 members 
Mstep: Class 5 contains 6519 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28846 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66663 members 
Mstep: Class 13 contains 15715 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13729 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411774 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46194 members 
Mstep: Class 21 contains 321781 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372704.000000 Penalty: 84740.203125
Iteration 331Q: 25 clusters Score -1.583727e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 196061 members 
Mstep: Class 3 contains 266378 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66672 members 
Mstep: Class 13 contains 15707 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13751 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411746 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46198 members 
Mstep: Class 21 contains 321748 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372736.000000 Penalty: 84740.203125
Iteration 332Q: 25 clusters Score -1.583727e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 196092 members 
Mstep: Class 3 contains 266383 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 6514 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35423 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66680 members 
Mstep: Class 13 contains 15701 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13775 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411728 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46198 members 
Mstep: Class 21 contains 321711 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372640.000000 Penalty: 84740.203125
Iteration 333Q: 25 clusters Score -1.583726e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 196121 members 
Mstep: Class 3 contains 266380 members 
Mstep: Class 4 contains 9664 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28844 members 
Mstep: Class 8 contains 29697 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66690 members 
Mstep: Class 13 contains 15697 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13801 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411715 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46198 members 
Mstep: Class 21 contains 321664 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372656.000000 Penalty: 84740.203125
Iteration 334Q: 25 clusters Score -1.583727e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 196148 members 
Mstep: Class 3 contains 266382 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 29696 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66698 members 
Mstep: Class 13 contains 15693 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13825 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411711 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46199 members 
Mstep: Class 21 contains 321618 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372672.000000 Penalty: 84740.203125
Iteration 335Q: 25 clusters Score -1.583727e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 196162 members 
Mstep: Class 3 contains 266381 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35425 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66710 members 
Mstep: Class 13 contains 15688 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13849 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411702 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46201 members 
Mstep: Class 21 contains 321586 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372800.000000 Penalty: 84740.203125
Iteration 336Q: 25 clusters Score -1.583728e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 196183 members 
Mstep: Class 3 contains 266382 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 6499 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28840 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35425 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66718 members 
Mstep: Class 13 contains 15682 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13882 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411696 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46200 members 
Mstep: Class 21 contains 321543 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372656.000000 Penalty: 84740.203125
Iteration 337Q: 25 clusters Score -1.583727e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 196205 members 
Mstep: Class 3 contains 266383 members 
Mstep: Class 4 contains 9660 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 29693 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 35423 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66725 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13922 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411676 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46203 members 
Mstep: Class 21 contains 321496 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372784.000000 Penalty: 84740.203125
Iteration 338Q: 25 clusters Score -1.583728e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 196225 members 
Mstep: Class 3 contains 266389 members 
Mstep: Class 4 contains 9659 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 29693 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35423 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66727 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411667 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46206 members 
Mstep: Class 21 contains 321446 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372976.000000 Penalty: 84740.203125
Iteration 339Q: 25 clusters Score -1.58373e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 196242 members 
Mstep: Class 3 contains 266392 members 
Mstep: Class 4 contains 9656 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35426 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66730 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411660 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46204 members 
Mstep: Class 21 contains 321402 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372992.000000 Penalty: 84740.203125
Iteration 340F: 25 clusters Score -1.58373e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 196257 members 
Mstep: Class 3 contains 266393 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 29697 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66735 members 
Mstep: Class 13 contains 15675 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 13998 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411653 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46206 members 
Mstep: Class 21 contains 321369 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373040.000000 Penalty: 84740.203125
Iteration 341Q: 25 clusters Score -1.58373e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 196271 members 
Mstep: Class 3 contains 266409 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 29699 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35423 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66739 members 
Mstep: Class 13 contains 15673 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14027 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411651 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46206 members 
Mstep: Class 21 contains 321305 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372928.000000 Penalty: 84740.203125
Iteration 342Q: 25 clusters Score -1.583729e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 196292 members 
Mstep: Class 3 contains 266421 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 29702 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66744 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14057 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411649 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46206 members 
Mstep: Class 21 contains 321236 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372816.000000 Penalty: 84740.203125
Iteration 343Q: 25 clusters Score -1.583728e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 196317 members 
Mstep: Class 3 contains 266442 members 
Mstep: Class 4 contains 9651 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 29709 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66751 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14083 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411628 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46203 members 
Mstep: Class 21 contains 321180 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372752.000000 Penalty: 84740.203125
Iteration 344Q: 25 clusters Score -1.583728e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 196346 members 
Mstep: Class 3 contains 266456 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28844 members 
Mstep: Class 8 contains 29714 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66757 members 
Mstep: Class 13 contains 15668 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14112 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411607 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46201 members 
Mstep: Class 21 contains 321112 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372736.000000 Penalty: 84740.203125
Iteration 345Q: 25 clusters Score -1.583727e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 196384 members 
Mstep: Class 3 contains 266446 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 29716 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35414 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66762 members 
Mstep: Class 13 contains 15664 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14151 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411589 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46200 members 
Mstep: Class 21 contains 321065 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372672.000000 Penalty: 84740.203125
Iteration 346Q: 25 clusters Score -1.583727e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 196425 members 
Mstep: Class 3 contains 266457 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 29717 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35412 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66764 members 
Mstep: Class 13 contains 15661 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14185 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411567 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46203 members 
Mstep: Class 21 contains 321003 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372736.000000 Penalty: 84740.203125
Iteration 347Q: 25 clusters Score -1.583727e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 196475 members 
Mstep: Class 3 contains 266469 members 
Mstep: Class 4 contains 9647 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28839 members 
Mstep: Class 8 contains 29717 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66771 members 
Mstep: Class 13 contains 15656 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14222 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411544 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46207 members 
Mstep: Class 21 contains 320930 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372736.000000 Penalty: 84740.203125
Iteration 348Q: 25 clusters Score -1.583727e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 196509 members 
Mstep: Class 3 contains 266475 members 
Mstep: Class 4 contains 9642 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28839 members 
Mstep: Class 8 contains 29716 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66776 members 
Mstep: Class 13 contains 15651 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14248 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411541 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46208 members 
Mstep: Class 21 contains 320874 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372720.000000 Penalty: 84740.203125
Iteration 349Q: 25 clusters Score -1.583727e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 196546 members 
Mstep: Class 3 contains 266483 members 
Mstep: Class 4 contains 9637 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 29716 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66778 members 
Mstep: Class 13 contains 15648 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411547 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46208 members 
Mstep: Class 21 contains 320808 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372608.000000 Penalty: 84740.203125
Iteration 350Q: 25 clusters Score -1.583726e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 196591 members 
Mstep: Class 3 contains 266484 members 
Mstep: Class 4 contains 9632 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 29718 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66786 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411548 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46207 members 
Mstep: Class 21 contains 320727 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372720.000000 Penalty: 84740.203125
Iteration 351Q: 25 clusters Score -1.583727e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 196643 members 
Mstep: Class 3 contains 266493 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 28836 members 
Mstep: Class 8 contains 29720 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35412 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66792 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411556 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46213 members 
Mstep: Class 21 contains 320610 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372800.000000 Penalty: 84740.203125
Iteration 352Q: 25 clusters Score -1.583728e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 196699 members 
Mstep: Class 3 contains 266494 members 
Mstep: Class 4 contains 9624 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 28838 members 
Mstep: Class 8 contains 29719 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66800 members 
Mstep: Class 13 contains 15621 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411561 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46217 members 
Mstep: Class 21 contains 320502 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372784.000000 Penalty: 84740.203125
Iteration 353Q: 25 clusters Score -1.583728e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 196762 members 
Mstep: Class 3 contains 266504 members 
Mstep: Class 4 contains 9618 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 28840 members 
Mstep: Class 8 contains 29723 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35426 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66807 members 
Mstep: Class 13 contains 15612 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411564 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46225 members 
Mstep: Class 21 contains 320379 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372640.000000 Penalty: 84740.203125
Iteration 354Q: 25 clusters Score -1.583726e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 196810 members 
Mstep: Class 3 contains 266519 members 
Mstep: Class 4 contains 9610 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28839 members 
Mstep: Class 8 contains 29726 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35426 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66813 members 
Mstep: Class 13 contains 15601 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14430 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411583 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46230 members 
Mstep: Class 21 contains 320265 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372608.000000 Penalty: 84740.203125
Iteration 355Q: 25 clusters Score -1.583726e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 196838 members 
Mstep: Class 3 contains 266536 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 29730 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35432 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66823 members 
Mstep: Class 13 contains 15592 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14459 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411618 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46234 members 
Mstep: Class 21 contains 320131 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372624.000000 Penalty: 84740.203125
Iteration 356Q: 25 clusters Score -1.583726e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 196862 members 
Mstep: Class 3 contains 266569 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28839 members 
Mstep: Class 8 contains 29728 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35439 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66836 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411667 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46239 members 
Mstep: Class 21 contains 319965 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372544.000000 Penalty: 84740.203125
Iteration 357Q: 25 clusters Score -1.583725e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 196891 members 
Mstep: Class 3 contains 266595 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 29732 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35448 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66843 members 
Mstep: Class 13 contains 15571 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411691 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46242 members 
Mstep: Class 21 contains 319829 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372464.000000 Penalty: 84740.203125
Iteration 358Q: 25 clusters Score -1.583725e+08 nChanged 484
Entering ConstructFrom: 
Score: -158372464.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (61729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Entering Unmasked Estep 
Score: -6653745.000000 Penalty: 2735.566162
	Iteration 0F: 2 clusters Score -6653745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -6612399.000000 Penalty: 5471.132324
	Iteration 0F: 3 clusters Score -6612399 nChanged 28737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6628372.000000 Penalty: 5471.132324
	Iteration 1F: 3 clusters Score -6628372 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -6628864.000000 Penalty: 5471.132324
	Iteration 2Q: 3 clusters Score -6628864 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6629451.500000 Penalty: 5471.132324
	Iteration 3Q: 3 clusters Score -6629452 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6630162.000000 Penalty: 5471.132324
	Iteration 4Q: 3 clusters Score -6630162 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6631194.000000 Penalty: 5471.132324
	Iteration 5Q: 3 clusters Score -6631194 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -6632812.000000 Penalty: 5471.132324
	Iteration 6F: 3 clusters Score -6632812 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6635694.500000 Penalty: 5471.132324
	Iteration 7F: 3 clusters Score -6635694 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -6639827.500000 Penalty: 5471.132324
	Iteration 8F: 3 clusters Score -6639828 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -6644414.500000 Penalty: 5471.132324
	Iteration 9F: 3 clusters Score -6644414 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6648130.000000 Penalty: 5471.132324
	Iteration 10F: 3 clusters Score -6648130 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -6650274.500000 Penalty: 5471.132324
	Iteration 11Q: 3 clusters Score -6650274 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -6651270.000000 Penalty: 5471.132324
	Iteration 12Q: 3 clusters Score -6651270 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -6651710.500000 Penalty: 5471.132324
	Iteration 13Q: 3 clusters Score -6651710 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -6651967.000000 Penalty: 5471.132324
	Iteration 14Q: 3 clusters Score -6651967 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -6652128.500000 Penalty: 5471.132324
	Iteration 15Q: 3 clusters Score -6652128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -6652221.000000 Penalty: 5471.132324
	Iteration 16Q: 3 clusters Score -6652221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -6652286.500000 Penalty: 5471.132324
	Iteration 17Q: 3 clusters Score -6652286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -6652320.000000 Penalty: 5471.132324
	Iteration 18Q: 3 clusters Score -6652320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -6652352.500000 Penalty: 5471.132324
	Iteration 19Q: 3 clusters Score -6652352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -6652370.000000 Penalty: 5471.132324
	Iteration 20F: 3 clusters Score -6652370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -6652375.000000 Penalty: 5471.132324
	Iteration 21Q: 3 clusters Score -6652375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -6652414.500000 Penalty: 5471.132324
	Iteration 22Q: 3 clusters Score -6652414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6652413.500000 Penalty: 5471.132324
	Iteration 23Q: 3 clusters Score -6652414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -6652419.500000 Penalty: 5471.132324
	Iteration 24Q: 3 clusters Score -6652420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6652433.500000 Penalty: 5471.132324
	Iteration 25Q: 3 clusters Score -6652434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -6652437.500000 Penalty: 5471.132324
	Iteration 26Q: 3 clusters Score -6652438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -6652441.500000 Penalty: 5471.132324
	Iteration 27Q: 3 clusters Score -6652442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -6652444.500000 Penalty: 5471.132324
	Iteration 28Q: 3 clusters Score -6652444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -6652444.000000 Penalty: 5471.132324
	Iteration 29Q: 3 clusters Score -6652444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -6652444.500000 Penalty: 5471.132324
	Iteration 30Q: 3 clusters Score -6652444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6652446.000000 Penalty: 5471.132324
	Iteration 31Q: 3 clusters Score -6652446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6652446.000000 Penalty: 5471.132324
	Iteration 32F: 3 clusters Score -6652446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196929 members 
Entering Unmasked Estep 
Score: -20996842.000000 Penalty: 3023.268311
	Iteration 0F: 2 clusters Score -2.099684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -20866296.000000 Penalty: 6046.536621
	Iteration 0F: 3 clusters Score -2.08663e+07 nChanged 94429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -20921756.000000 Penalty: 6046.536621
	Iteration 1F: 3 clusters Score -2.092176e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 103114 members 
Entering Unmasked Estep 
Score: -20923122.000000 Penalty: 6046.536621
	Iteration 2Q: 3 clusters Score -2.092312e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -20924824.000000 Penalty: 6046.536621
	Iteration 3Q: 3 clusters Score -2.092482e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 109544 members 
Entering Unmasked Estep 
Score: -20926942.000000 Penalty: 6046.536621
	Iteration 4Q: 3 clusters Score -2.092694e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 115176 members 
Entering Unmasked Estep 
Score: -20930184.000000 Penalty: 6046.536621
	Iteration 5Q: 3 clusters Score -2.093018e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -20935474.000000 Penalty: 6046.536621
	Iteration 6F: 3 clusters Score -2.093547e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 133301 members 
Entering Unmasked Estep 
Score: -20943184.000000 Penalty: 6046.536621
	Iteration 7F: 3 clusters Score -2.094318e+07 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -20953534.000000 Penalty: 6046.536621
	Iteration 8F: 3 clusters Score -2.095353e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 156508 members 
Entering Unmasked Estep 
Score: -20963930.000000 Penalty: 6046.536621
	Iteration 9F: 3 clusters Score -2.096393e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -20972554.000000 Penalty: 6046.536621
	Iteration 10F: 3 clusters Score -2.097255e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -20978672.000000 Penalty: 6046.536621
	Iteration 11Q: 3 clusters Score -2.097867e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 178727 members 
Entering Unmasked Estep 
Score: -20982774.000000 Penalty: 6046.536621
	Iteration 12Q: 3 clusters Score -2.098277e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 182985 members 
Entering Unmasked Estep 
Score: -20986164.000000 Penalty: 6046.536621
	Iteration 13Q: 3 clusters Score -2.098616e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 186307 members 
Entering Unmasked Estep 
Score: -20988910.000000 Penalty: 6046.536621
	Iteration 14Q: 3 clusters Score -2.098891e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 188711 members 
Entering Unmasked Estep 
Score: -20990946.000000 Penalty: 6046.536621
	Iteration 15Q: 3 clusters Score -2.099095e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 190388 members 
Entering Unmasked Estep 
Score: -20992386.000000 Penalty: 6046.536621
	Iteration 16Q: 3 clusters Score -2.099239e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 191532 members 
Entering Unmasked Estep 
Score: -20993490.000000 Penalty: 6046.536621
	Iteration 17Q: 3 clusters Score -2.099349e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 192299 members 
Entering Unmasked Estep 
Score: -20994316.000000 Penalty: 6046.536621
	Iteration 18Q: 3 clusters Score -2.099432e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 192789 members 
Entering Unmasked Estep 
Score: -20994976.000000 Penalty: 6046.536621
	Iteration 19Q: 3 clusters Score -2.099498e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 193088 members 
Entering Unmasked Estep 
Score: -20995602.000000 Penalty: 6046.536621
	Iteration 20F: 3 clusters Score -2.09956e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -20995898.000000 Penalty: 6046.536621
	Iteration 21Q: 3 clusters Score -2.09959e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -20996132.000000 Penalty: 6046.536621
	Iteration 22Q: 3 clusters Score -2.099613e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 193326 members 
Entering Unmasked Estep 
Score: -20996374.000000 Penalty: 6046.536621
	Iteration 23Q: 3 clusters Score -2.099637e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 193292 members 
Entering Unmasked Estep 
Score: -20996548.000000 Penalty: 6046.536621
	Iteration 24Q: 3 clusters Score -2.099655e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 193220 members 
Entering Unmasked Estep 
Score: -20996704.000000 Penalty: 6046.536621
	Iteration 25Q: 3 clusters Score -2.09967e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 193152 members 
Entering Unmasked Estep 
Score: -20996712.000000 Penalty: 6046.536621
	Iteration 26Q: 3 clusters Score -2.099671e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 193082 members 
Entering Unmasked Estep 
Score: -20996768.000000 Penalty: 6046.536621
	Iteration 27Q: 3 clusters Score -2.099677e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 193022 members 
Entering Unmasked Estep 
Score: -20996886.000000 Penalty: 6046.536621
	Iteration 28Q: 3 clusters Score -2.099689e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 192961 members 
Entering Unmasked Estep 
Score: -20996946.000000 Penalty: 6046.536621
	Iteration 29Q: 3 clusters Score -2.099695e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 192928 members 
Entering Unmasked Estep 
Score: -20996984.000000 Penalty: 6046.536621
	Iteration 30Q: 3 clusters Score -2.099698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 192906 members 
Entering Unmasked Estep 
Score: -20997010.000000 Penalty: 6046.536621
	Iteration 31Q: 3 clusters Score -2.099701e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 192900 members 
Entering Unmasked Estep 
Score: -20996998.000000 Penalty: 6046.536621
	Iteration 32Q: 3 clusters Score -2.0997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 192887 members 
Entering Unmasked Estep 
Score: -20997012.000000 Penalty: 6046.536621
	Iteration 33Q: 3 clusters Score -2.099701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -20997004.000000 Penalty: 6046.536621
	Iteration 34Q: 3 clusters Score -2.0997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 192879 members 
Entering Unmasked Estep 
Score: -20997020.000000 Penalty: 6046.536621
	Iteration 35Q: 3 clusters Score -2.099702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 192877 members 
Entering Unmasked Estep 
Score: -20997016.000000 Penalty: 6046.536621
	Iteration 36Q: 3 clusters Score -2.099702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -20997020.000000 Penalty: 6046.536621
	Iteration 37Q: 3 clusters Score -2.099702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -20997018.000000 Penalty: 6046.536621
	Iteration 38Q: 3 clusters Score -2.099702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 192886 members 
Entering Unmasked Estep 
Score: -20997022.000000 Penalty: 6046.536621
	Iteration 39Q: 3 clusters Score -2.099702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 192889 members 
Entering Unmasked Estep 
Score: -20997096.000000 Penalty: 6046.536621
	Iteration 40F: 3 clusters Score -2.09971e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -20997178.000000 Penalty: 6046.536621
	Iteration 41Q: 3 clusters Score -2.099718e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 192742 members 
Entering Unmasked Estep 
Score: -20997210.000000 Penalty: 6046.536621
	Iteration 42Q: 3 clusters Score -2.099721e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 192696 members 
Entering Unmasked Estep 
Score: -20997266.000000 Penalty: 6046.536621
	Iteration 43Q: 3 clusters Score -2.099727e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 192639 members 
Entering Unmasked Estep 
Score: -20997312.000000 Penalty: 6046.536621
	Iteration 44Q: 3 clusters Score -2.099731e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -20997318.000000 Penalty: 6046.536621
	Iteration 45Q: 3 clusters Score -2.099732e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 192562 members 
Entering Unmasked Estep 
Score: -20997312.000000 Penalty: 6046.536621
	Iteration 46Q: 3 clusters Score -2.099731e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 47Q: 3 clusters Score -2.099731e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 192491 members 
Entering Unmasked Estep 
Score: -20997314.000000 Penalty: 6046.536621
	Iteration 48Q: 3 clusters Score -2.099731e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 192476 members 
Entering Unmasked Estep 
Score: -20997294.000000 Penalty: 6046.536621
	Iteration 49Q: 3 clusters Score -2.099729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 192458 members 
Entering Unmasked Estep 
Score: -20997296.000000 Penalty: 6046.536621
	Iteration 50Q: 3 clusters Score -2.09973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 192436 members 
Entering Unmasked Estep 
Score: -20997292.000000 Penalty: 6046.536621
	Iteration 51Q: 3 clusters Score -2.099729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 192430 members 
Entering Unmasked Estep 
Score: -20997298.000000 Penalty: 6046.536621
	Iteration 52Q: 3 clusters Score -2.09973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 192422 members 
Entering Unmasked Estep 
Score: -20997288.000000 Penalty: 6046.536621
	Iteration 53Q: 3 clusters Score -2.099729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 192419 members 
Entering Unmasked Estep 
Score: -20997284.000000 Penalty: 6046.536621
	Iteration 54Q: 3 clusters Score -2.099728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 192421 members 
Entering Unmasked Estep 
Score: -20997288.000000 Penalty: 6046.536621
	Iteration 55Q: 3 clusters Score -2.099729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -20997282.000000 Penalty: 6046.536621
	Iteration 56Q: 3 clusters Score -2.099728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 192414 members 
Entering Unmasked Estep 
Score: -20997286.000000 Penalty: 6046.536621
	Iteration 57Q: 3 clusters Score -2.099729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 192410 members 
Entering Unmasked Estep 
Score: -20997278.000000 Penalty: 6046.536621
	Iteration 58Q: 3 clusters Score -2.099728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -20997282.000000 Penalty: 6046.536621
	Iteration 59Q: 3 clusters Score -2.099728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 192410 members 
Entering Unmasked Estep 
Score: -20997278.000000 Penalty: 6046.536621
	Iteration 60F: 3 clusters Score -2.099728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -20997302.000000 Penalty: 6046.536621
	Iteration 61Q: 3 clusters Score -2.09973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 192406 members 
Entering Unmasked Estep 
Score: -20997292.000000 Penalty: 6046.536621
	Iteration 62Q: 3 clusters Score -2.099729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 192405 members 
Entering Unmasked Estep 
Score: -20997290.000000 Penalty: 6046.536621
	Iteration 63Q: 3 clusters Score -2.099729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 192405 members 
Entering Unmasked Estep 
Score: -20997292.000000 Penalty: 6046.536621
	Iteration 64Q: 3 clusters Score -2.099729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 192406 members 
Entering Unmasked Estep 
Score: -20997308.000000 Penalty: 6046.536621
	Iteration 65Q: 3 clusters Score -2.099731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 192410 members 
Entering Unmasked Estep 
Score: -20997300.000000 Penalty: 6046.536621
	Iteration 66Q: 3 clusters Score -2.09973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 192412 members 
Entering Unmasked Estep 
Score: -20997314.000000 Penalty: 6046.536621
	Iteration 67Q: 3 clusters Score -2.099731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -20997294.000000 Penalty: 6046.536621
	Iteration 68Q: 3 clusters Score -2.099729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 69Q: 3 clusters Score -2.099731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -20997310.000000 Penalty: 6046.536621
	Iteration 70Q: 3 clusters Score -2.099731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 192418 members 
Entering Unmasked Estep 
Score: -20997314.000000 Penalty: 6046.536621
	Iteration 71Q: 3 clusters Score -2.099731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 72Q: 3 clusters Score -2.099731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -20997308.000000 Penalty: 6046.536621
	Iteration 73Q: 3 clusters Score -2.099731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 192418 members 
Entering Unmasked Estep 
Score: -20997320.000000 Penalty: 6046.536621
	Iteration 74Q: 3 clusters Score -2.099732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 192416 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 75Q: 3 clusters Score -2.099731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 192413 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 76Q: 3 clusters Score -2.099731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 192414 members 
Entering Unmasked Estep 
Score: -20997302.000000 Penalty: 6046.536621
	Iteration 77Q: 3 clusters Score -2.09973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 192414 members 
Entering Unmasked Estep 
Score: -20997300.000000 Penalty: 6046.536621
	Iteration 78Q: 3 clusters Score -2.09973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 79Q: 3 clusters Score -2.099731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 6046.536621
	Iteration 80F: 3 clusters Score -2.099731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 266644 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 29731 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35455 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66853 members 
Mstep: Class 13 contains 15561 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411695 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46251 members 
Mstep: Class 21 contains 319666 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 192415 members 
Entering Unmasked Estep 
Score: -158371584.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158372464.000000 to -158371584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (266644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266644 members 
Entering Unmasked Estep 
Score: -28322676.000000 Penalty: 3098.429932
	Iteration 0F: 2 clusters Score -2.832268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133192 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -28148330.000000 Penalty: 6196.859863
	Iteration 0F: 3 clusters Score -2.814833e+07 nChanged 128713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 134803 members 
Entering Unmasked Estep 
Score: -28224790.000000 Penalty: 6196.859863
	Iteration 1F: 3 clusters Score -2.822479e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -28225830.000000 Penalty: 6196.859863
	Iteration 2Q: 3 clusters Score -2.822583e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -28227464.000000 Penalty: 6196.859863
	Iteration 3Q: 3 clusters Score -2.822746e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -28229372.000000 Penalty: 6196.859863
	Iteration 4Q: 3 clusters Score -2.822937e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124289 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -28232132.000000 Penalty: 6196.859863
	Iteration 5Q: 3 clusters Score -2.823213e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119661 members 
Mstep: Class 2 contains 146983 members 
Entering Unmasked Estep 
Score: -28236278.000000 Penalty: 6196.859863
	Iteration 6Q: 3 clusters Score -2.823628e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 153302 members 
Entering Unmasked Estep 
Score: -28242598.000000 Penalty: 6196.859863
	Iteration 7Q: 3 clusters Score -2.82426e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -28250746.000000 Penalty: 6196.859863
	Iteration 8Q: 3 clusters Score -2.825075e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 170098 members 
Entering Unmasked Estep 
Score: -28261042.000000 Penalty: 6196.859863
	Iteration 9F: 3 clusters Score -2.826104e+07 nChanged 15226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 179596 members 
Entering Unmasked Estep 
Score: -28271638.000000 Penalty: 6196.859863
	Iteration 10F: 3 clusters Score -2.827164e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 188495 members 
Entering Unmasked Estep 
Score: -28281490.000000 Penalty: 6196.859863
	Iteration 11F: 3 clusters Score -2.828149e+07 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 195808 members 
Entering Unmasked Estep 
Score: -28288860.000000 Penalty: 6196.859863
	Iteration 12Q: 3 clusters Score -2.828886e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 201698 members 
Entering Unmasked Estep 
Score: -28293902.000000 Penalty: 6196.859863
	Iteration 13Q: 3 clusters Score -2.82939e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 206479 members 
Entering Unmasked Estep 
Score: -28297332.000000 Penalty: 6196.859863
	Iteration 14Q: 3 clusters Score -2.829733e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 210732 members 
Entering Unmasked Estep 
Score: -28299342.000000 Penalty: 6196.859863
	Iteration 15Q: 3 clusters Score -2.829934e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 214753 members 
Entering Unmasked Estep 
Score: -28300716.000000 Penalty: 6196.859863
	Iteration 16Q: 3 clusters Score -2.830072e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 218671 members 
Entering Unmasked Estep 
Score: -28301950.000000 Penalty: 6196.859863
	Iteration 17Q: 3 clusters Score -2.830195e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 222450 members 
Entering Unmasked Estep 
Score: -28303338.000000 Penalty: 6196.859863
	Iteration 18Q: 3 clusters Score -2.830334e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 226160 members 
Entering Unmasked Estep 
Score: -28304326.000000 Penalty: 6196.859863
	Iteration 19Q: 3 clusters Score -2.830433e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 229801 members 
Entering Unmasked Estep 
Score: -28305508.000000 Penalty: 6196.859863
	Iteration 20F: 3 clusters Score -2.830551e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 233415 members 
Entering Unmasked Estep 
Score: -28306844.000000 Penalty: 6196.859863
	Iteration 21Q: 3 clusters Score -2.830684e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 236946 members 
Entering Unmasked Estep 
Score: -28308106.000000 Penalty: 6196.859863
	Iteration 22Q: 3 clusters Score -2.830811e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 240305 members 
Entering Unmasked Estep 
Score: -28309256.000000 Penalty: 6196.859863
	Iteration 23Q: 3 clusters Score -2.830926e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 243528 members 
Entering Unmasked Estep 
Score: -28310510.000000 Penalty: 6196.859863
	Iteration 24Q: 3 clusters Score -2.831051e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 246641 members 
Entering Unmasked Estep 
Score: -28311816.000000 Penalty: 6196.859863
	Iteration 25Q: 3 clusters Score -2.831182e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 249487 members 
Entering Unmasked Estep 
Score: -28312872.000000 Penalty: 6196.859863
	Iteration 26Q: 3 clusters Score -2.831287e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 251963 members 
Entering Unmasked Estep 
Score: -28313774.000000 Penalty: 6196.859863
	Iteration 27Q: 3 clusters Score -2.831377e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 254206 members 
Entering Unmasked Estep 
Score: -28314530.000000 Penalty: 6196.859863
	Iteration 28Q: 3 clusters Score -2.831453e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 256135 members 
Entering Unmasked Estep 
Score: -28315454.000000 Penalty: 6196.859863
	Iteration 29Q: 3 clusters Score -2.831545e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 257746 members 
Entering Unmasked Estep 
Score: -28316212.000000 Penalty: 6196.859863
	Iteration 30Q: 3 clusters Score -2.831621e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 259142 members 
Entering Unmasked Estep 
Score: -28316822.000000 Penalty: 6196.859863
	Iteration 31Q: 3 clusters Score -2.831682e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 260290 members 
Entering Unmasked Estep 
Score: -28317474.000000 Penalty: 6196.859863
	Iteration 32Q: 3 clusters Score -2.831747e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 261229 members 
Entering Unmasked Estep 
Score: -28317840.000000 Penalty: 6196.859863
	Iteration 33Q: 3 clusters Score -2.831784e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 261962 members 
Entering Unmasked Estep 
Score: -28318228.000000 Penalty: 6196.859863
	Iteration 34Q: 3 clusters Score -2.831823e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 262564 members 
Entering Unmasked Estep 
Score: -28318452.000000 Penalty: 6196.859863
	Iteration 35Q: 3 clusters Score -2.831845e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 263067 members 
Entering Unmasked Estep 
Score: -28318758.000000 Penalty: 6196.859863
	Iteration 36Q: 3 clusters Score -2.831876e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 263442 members 
Entering Unmasked Estep 
Score: -28318962.000000 Penalty: 6196.859863
	Iteration 37Q: 3 clusters Score -2.831896e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 263748 members 
Entering Unmasked Estep 
Score: -28319094.000000 Penalty: 6196.859863
	Iteration 38Q: 3 clusters Score -2.831909e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 264009 members 
Entering Unmasked Estep 
Score: -28319158.000000 Penalty: 6196.859863
	Iteration 39Q: 3 clusters Score -2.831916e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 264225 members 
Entering Unmasked Estep 
Score: -28319316.000000 Penalty: 6196.859863
	Iteration 40F: 3 clusters Score -2.831932e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 264382 members 
Entering Unmasked Estep 
Score: -28319422.000000 Penalty: 6196.859863
	Iteration 41Q: 3 clusters Score -2.831942e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 264502 members 
Entering Unmasked Estep 
Score: -28319468.000000 Penalty: 6196.859863
	Iteration 42Q: 3 clusters Score -2.831947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 264584 members 
Entering Unmasked Estep 
Score: -28319454.000000 Penalty: 6196.859863
	Iteration 43Q: 3 clusters Score -2.831945e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 264660 members 
Entering Unmasked Estep 
Score: -28319514.000000 Penalty: 6196.859863
	Iteration 44Q: 3 clusters Score -2.831951e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 264723 members 
Entering Unmasked Estep 
Score: -28319564.000000 Penalty: 6196.859863
	Iteration 45Q: 3 clusters Score -2.831956e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 264780 members 
Entering Unmasked Estep 
Score: -28319588.000000 Penalty: 6196.859863
	Iteration 46Q: 3 clusters Score -2.831959e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 264846 members 
Entering Unmasked Estep 
Score: -28319584.000000 Penalty: 6196.859863
	Iteration 47Q: 3 clusters Score -2.831958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 264899 members 
Entering Unmasked Estep 
Score: -28319610.000000 Penalty: 6196.859863
	Iteration 48Q: 3 clusters Score -2.831961e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 264937 members 
Entering Unmasked Estep 
Score: -28319632.000000 Penalty: 6196.859863
	Iteration 49Q: 3 clusters Score -2.831963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 264982 members 
Entering Unmasked Estep 
Score: -28319642.000000 Penalty: 6196.859863
	Iteration 50Q: 3 clusters Score -2.831964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 265016 members 
Entering Unmasked Estep 
Score: -28319682.000000 Penalty: 6196.859863
	Iteration 51Q: 3 clusters Score -2.831968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 265047 members 
Entering Unmasked Estep 
Score: -28319706.000000 Penalty: 6196.859863
	Iteration 52Q: 3 clusters Score -2.831971e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 265074 members 
Entering Unmasked Estep 
Score: -28319738.000000 Penalty: 6196.859863
	Iteration 53Q: 3 clusters Score -2.831974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 265103 members 
Entering Unmasked Estep 
Score: -28319744.000000 Penalty: 6196.859863
	Iteration 54Q: 3 clusters Score -2.831974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 265130 members 
Entering Unmasked Estep 
Score: -28319742.000000 Penalty: 6196.859863
	Iteration 55Q: 3 clusters Score -2.831974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 265148 members 
Entering Unmasked Estep 
Score: -28319764.000000 Penalty: 6196.859863
	Iteration 56Q: 3 clusters Score -2.831976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 265161 members 
Entering Unmasked Estep 
Score: -28319754.000000 Penalty: 6196.859863
	Iteration 57Q: 3 clusters Score -2.831975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 265174 members 
Entering Unmasked Estep 
Score: -28319772.000000 Penalty: 6196.859863
	Iteration 58Q: 3 clusters Score -2.831977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 265194 members 
Entering Unmasked Estep 
Score: -28319814.000000 Penalty: 6196.859863
	Iteration 59Q: 3 clusters Score -2.831981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 265216 members 
Entering Unmasked Estep 
Score: -28319810.000000 Penalty: 6196.859863
	Iteration 60F: 3 clusters Score -2.831981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 265235 members 
Entering Unmasked Estep 
Score: -28319806.000000 Penalty: 6196.859863
	Iteration 61Q: 3 clusters Score -2.831981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 265252 members 
Entering Unmasked Estep 
Score: -28319812.000000 Penalty: 6196.859863
	Iteration 62Q: 3 clusters Score -2.831981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 265276 members 
Entering Unmasked Estep 
Score: -28319826.000000 Penalty: 6196.859863
	Iteration 63Q: 3 clusters Score -2.831983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 265292 members 
Entering Unmasked Estep 
Score: -28319834.000000 Penalty: 6196.859863
	Iteration 64Q: 3 clusters Score -2.831983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 265301 members 
Entering Unmasked Estep 
Score: -28319832.000000 Penalty: 6196.859863
	Iteration 65Q: 3 clusters Score -2.831983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 265309 members 
Entering Unmasked Estep 
Score: -28319866.000000 Penalty: 6196.859863
	Iteration 66Q: 3 clusters Score -2.831987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 265315 members 
Entering Unmasked Estep 
Score: -28319868.000000 Penalty: 6196.859863
	Iteration 67Q: 3 clusters Score -2.831987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 265320 members 
Entering Unmasked Estep 
Score: -28319878.000000 Penalty: 6196.859863
	Iteration 68Q: 3 clusters Score -2.831988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 265326 members 
Entering Unmasked Estep 
Score: -28319886.000000 Penalty: 6196.859863
	Iteration 69Q: 3 clusters Score -2.831989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 265333 members 
Entering Unmasked Estep 
Score: -28319882.000000 Penalty: 6196.859863
	Iteration 70Q: 3 clusters Score -2.831988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 265339 members 
Entering Unmasked Estep 
Score: -28319858.000000 Penalty: 6196.859863
	Iteration 71Q: 3 clusters Score -2.831986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 265346 members 
Entering Unmasked Estep 
Score: -28319890.000000 Penalty: 6196.859863
	Iteration 72Q: 3 clusters Score -2.831989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 265353 members 
Entering Unmasked Estep 
Score: -28319874.000000 Penalty: 6196.859863
	Iteration 73Q: 3 clusters Score -2.831987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 265361 members 
Entering Unmasked Estep 
Score: -28319866.000000 Penalty: 6196.859863
	Iteration 74Q: 3 clusters Score -2.831987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 265365 members 
Entering Unmasked Estep 
Score: -28319878.000000 Penalty: 6196.859863
	Iteration 75Q: 3 clusters Score -2.831988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 265370 members 
Entering Unmasked Estep 
Score: -28319872.000000 Penalty: 6196.859863
	Iteration 76Q: 3 clusters Score -2.831987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 265374 members 
Entering Unmasked Estep 
Score: -28319878.000000 Penalty: 6196.859863
	Iteration 77Q: 3 clusters Score -2.831988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 265375 members 
Entering Unmasked Estep 
Score: -28319892.000000 Penalty: 6196.859863
	Iteration 78Q: 3 clusters Score -2.831989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 265377 members 
Entering Unmasked Estep 
Score: -28319884.000000 Penalty: 6196.859863
	Iteration 79Q: 3 clusters Score -2.831988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 265380 members 
Entering Unmasked Estep 
Score: -28319878.000000 Penalty: 6196.859863
	Iteration 80F: 3 clusters Score -2.831988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 265382 members 
Entering Unmasked Estep 
Score: -28319884.000000 Penalty: 6196.859863
	Iteration 81Q: 3 clusters Score -2.831988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 265388 members 
Entering Unmasked Estep 
Score: -28319898.000000 Penalty: 6196.859863
	Iteration 82Q: 3 clusters Score -2.83199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 265389 members 
Entering Unmasked Estep 
Score: -28319876.000000 Penalty: 6196.859863
	Iteration 83Q: 3 clusters Score -2.831988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 265393 members 
Entering Unmasked Estep 
Score: -28319898.000000 Penalty: 6196.859863
	Iteration 84Q: 3 clusters Score -2.83199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 265396 members 
Entering Unmasked Estep 
Score: -28319908.000000 Penalty: 6196.859863
	Iteration 85Q: 3 clusters Score -2.831991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 265399 members 
Entering Unmasked Estep 
Score: -28319898.000000 Penalty: 6196.859863
	Iteration 86Q: 3 clusters Score -2.83199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 265400 members 
Entering Unmasked Estep 
Score: -28319902.000000 Penalty: 6196.859863
	Iteration 87Q: 3 clusters Score -2.83199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 265402 members 
Entering Unmasked Estep 
Score: -28319900.000000 Penalty: 6196.859863
	Iteration 88Q: 3 clusters Score -2.83199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 265405 members 
Entering Unmasked Estep 
Score: -28319916.000000 Penalty: 6196.859863
	Iteration 89Q: 3 clusters Score -2.831992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 265407 members 
Entering Unmasked Estep 
Score: -28319912.000000 Penalty: 6196.859863
	Iteration 90Q: 3 clusters Score -2.831991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 265410 members 
Entering Unmasked Estep 
Score: -28319908.000000 Penalty: 6196.859863
	Iteration 91Q: 3 clusters Score -2.831991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 265410 members 
Entering Unmasked Estep 
Score: -28319912.000000 Penalty: 6196.859863
	Iteration 92Q: 3 clusters Score -2.831991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 265411 members 
Entering Unmasked Estep 
Score: -28319910.000000 Penalty: 6196.859863
	Iteration 93Q: 3 clusters Score -2.831991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 265411 members 
Entering Unmasked Estep 
Score: -28319910.000000 Penalty: 6196.859863
	Iteration 94F: 3 clusters Score -2.831991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -993399.500000 Penalty: 2273.911377
	Iteration 0F: 2 clusters Score -993399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -986024.687500 Penalty: 4547.822754
	Iteration 0F: 3 clusters Score -986024.7 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -988107.375000 Penalty: 4547.822754
	Iteration 1F: 3 clusters Score -988107.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -988361.875000 Penalty: 4547.822754
	Iteration 2F: 3 clusters Score -988361.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -988513.187500 Penalty: 4547.822754
	Iteration 3Q: 3 clusters Score -988513.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -988637.250000 Penalty: 4547.822754
	Iteration 4Q: 3 clusters Score -988637.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -988755.062500 Penalty: 4547.822754
	Iteration 5Q: 3 clusters Score -988755.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -988867.687500 Penalty: 4547.822754
	Iteration 6Q: 3 clusters Score -988867.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -988981.625000 Penalty: 4547.822754
	Iteration 7Q: 3 clusters Score -988981.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -989109.500000 Penalty: 4547.822754
	Iteration 8Q: 3 clusters Score -989109.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -989229.812500 Penalty: 4547.822754
	Iteration 9Q: 3 clusters Score -989229.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -989385.625000 Penalty: 4547.822754
	Iteration 10Q: 3 clusters Score -989385.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -989552.875000 Penalty: 4547.822754
	Iteration 11Q: 3 clusters Score -989552.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -989767.812500 Penalty: 4547.822754
	Iteration 12Q: 3 clusters Score -989767.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -990018.750000 Penalty: 4547.822754
	Iteration 13Q: 3 clusters Score -990018.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -990253.062500 Penalty: 4547.822754
	Iteration 14Q: 3 clusters Score -990253.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -990490.437500 Penalty: 4547.822754
	Iteration 15Q: 3 clusters Score -990490.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -990698.250000 Penalty: 4547.822754
	Iteration 16Q: 3 clusters Score -990698.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -990850.812500 Penalty: 4547.822754
	Iteration 17Q: 3 clusters Score -990850.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -990973.375000 Penalty: 4547.822754
	Iteration 18Q: 3 clusters Score -990973.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -991066.562500 Penalty: 4547.822754
	Iteration 19Q: 3 clusters Score -991066.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -991161.000000 Penalty: 4547.822754
	Iteration 20F: 3 clusters Score -991161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -991246.437500 Penalty: 4547.822754
	Iteration 21Q: 3 clusters Score -991246.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -991302.750000 Penalty: 4547.822754
	Iteration 22Q: 3 clusters Score -991302.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -991343.375000 Penalty: 4547.822754
	Iteration 23Q: 3 clusters Score -991343.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -991390.875000 Penalty: 4547.822754
	Iteration 24Q: 3 clusters Score -991390.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -991422.187500 Penalty: 4547.822754
	Iteration 25Q: 3 clusters Score -991422.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -991443.812500 Penalty: 4547.822754
	Iteration 26Q: 3 clusters Score -991443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -991460.750000 Penalty: 4547.822754
	Iteration 27Q: 3 clusters Score -991460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -991469.750000 Penalty: 4547.822754
	Iteration 28Q: 3 clusters Score -991469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -991479.812500 Penalty: 4547.822754
	Iteration 29Q: 3 clusters Score -991479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -991488.312500 Penalty: 4547.822754
	Iteration 30Q: 3 clusters Score -991488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -991490.062500 Penalty: 4547.822754
	Iteration 31Q: 3 clusters Score -991490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -991491.562500 Penalty: 4547.822754
	Iteration 32Q: 3 clusters Score -991491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -991498.000000 Penalty: 4547.822754
	Iteration 33Q: 3 clusters Score -991498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -991501.375000 Penalty: 4547.822754
	Iteration 34Q: 3 clusters Score -991501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -991504.375000 Penalty: 4547.822754
	Iteration 35Q: 3 clusters Score -991504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -991506.937500 Penalty: 4547.822754
	Iteration 36Q: 3 clusters Score -991506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -991506.937500 Penalty: 4547.822754
	Iteration 37F: 3 clusters Score -991506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -696199.875000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -696199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -690770.000000 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -690770 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -692120.687500 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -692120.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -692297.250000 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -692297.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -692409.812500 Penalty: 4354.355469
	Iteration 3Q: 3 clusters Score -692409.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -692489.000000 Penalty: 4354.355469
	Iteration 4Q: 3 clusters Score -692489 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -692547.125000 Penalty: 4354.355469
	Iteration 5Q: 3 clusters Score -692547.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -692589.000000 Penalty: 4354.355469
	Iteration 6Q: 3 clusters Score -692589 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -692631.125000 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -692631.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -692666.312500 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -692666.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -692703.625000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -692703.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -692732.250000 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -692732.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -692760.125000 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -692760.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -692784.250000 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -692784.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -692809.750000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -692809.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -692834.562500 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -692834.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -692852.437500 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -692852.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -692872.000000 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -692872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -692903.187500 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -692903.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -692932.000000 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -692932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -692954.750000 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -692954.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -692981.625000 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -692981.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -693013.125000 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -693013.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -693046.250000 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -693046.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -693098.562500 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -693098.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -693159.000000 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -693159 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -693221.562500 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -693221.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -693300.250000 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -693300.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -693375.625000 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -693375.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -693449.500000 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -693449.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -693530.812500 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -693530.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -693618.062500 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -693618.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -693705.750000 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -693705.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -693796.375000 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -693796.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -693877.437500 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -693877.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -693955.937500 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -693955.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -694016.625000 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -694016.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -694063.562500 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -694063.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -694091.125000 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -694091.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -694116.687500 Penalty: 4354.355469
	Iteration 38Q: 3 clusters Score -694116.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -694137.000000 Penalty: 4354.355469
	Iteration 39Q: 3 clusters Score -694137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -694168.062500 Penalty: 4354.355469
	Iteration 40F: 3 clusters Score -694168.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -694193.812500 Penalty: 4354.355469
	Iteration 41Q: 3 clusters Score -694193.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -694208.562500 Penalty: 4354.355469
	Iteration 42Q: 3 clusters Score -694208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -694218.812500 Penalty: 4354.355469
	Iteration 43Q: 3 clusters Score -694218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -694228.500000 Penalty: 4354.355469
	Iteration 44Q: 3 clusters Score -694228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -694235.187500 Penalty: 4354.355469
	Iteration 45Q: 3 clusters Score -694235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -694240.937500 Penalty: 4354.355469
	Iteration 46Q: 3 clusters Score -694240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -694245.312500 Penalty: 4354.355469
	Iteration 47Q: 3 clusters Score -694245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -694249.812500 Penalty: 4354.355469
	Iteration 48Q: 3 clusters Score -694249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -694254.500000 Penalty: 4354.355469
	Iteration 49Q: 3 clusters Score -694254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -694254.625000 Penalty: 4354.355469
	Iteration 50Q: 3 clusters Score -694254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -694254.625000 Penalty: 4354.355469
	Iteration 51F: 3 clusters Score -694254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -117031.671875 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -117031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114916.843750 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -114916.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115222.570312 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -115222.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -115294.414062 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -115294.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115338.101562 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -115338.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115378.906250 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -115378.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115408.148438 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -115408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115419.625000 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -115419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -115430.406250 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -115430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115438.531250 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -115438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -115444.210938 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -115444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115449.445312 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -115449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115453.593750 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -115453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -115456.093750 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -115456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115458.812500 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -115458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115458.812500 Penalty: 3510.020264
	Iteration 14F: 3 clusters Score -115458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Entering Unmasked Estep 
Score: -2796310.250000 Penalty: 2546.849121
	Iteration 0F: 2 clusters Score -2796310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2776462.750000 Penalty: 5093.698242
	Iteration 0F: 3 clusters Score -2776463 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2783857.250000 Penalty: 5093.698242
	Iteration 1F: 3 clusters Score -2783857 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2784677.750000 Penalty: 5093.698242
	Iteration 2F: 3 clusters Score -2784678 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2785674.750000 Penalty: 5093.698242
	Iteration 3F: 3 clusters Score -2785675 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2786829.250000 Penalty: 5093.698242
	Iteration 4F: 3 clusters Score -2786829 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2788089.750000 Penalty: 5093.698242
	Iteration 5F: 3 clusters Score -2788090 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2789397.750000 Penalty: 5093.698242
	Iteration 6F: 3 clusters Score -2789398 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2790719.250000 Penalty: 5093.698242
	Iteration 7F: 3 clusters Score -2790719 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2791952.250000 Penalty: 5093.698242
	Iteration 8F: 3 clusters Score -2791952 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2792920.750000 Penalty: 5093.698242
	Iteration 9Q: 3 clusters Score -2792921 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2793593.500000 Penalty: 5093.698242
	Iteration 10Q: 3 clusters Score -2793594 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2794012.000000 Penalty: 5093.698242
	Iteration 11Q: 3 clusters Score -2794012 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2794274.750000 Penalty: 5093.698242
	Iteration 12Q: 3 clusters Score -2794275 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2794429.750000 Penalty: 5093.698242
	Iteration 13Q: 3 clusters Score -2794430 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2794544.000000 Penalty: 5093.698242
	Iteration 14Q: 3 clusters Score -2794544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2794625.500000 Penalty: 5093.698242
	Iteration 15Q: 3 clusters Score -2794626 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2794689.750000 Penalty: 5093.698242
	Iteration 16Q: 3 clusters Score -2794690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2794723.750000 Penalty: 5093.698242
	Iteration 17Q: 3 clusters Score -2794724 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2794758.500000 Penalty: 5093.698242
	Iteration 18Q: 3 clusters Score -2794758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2794799.250000 Penalty: 5093.698242
	Iteration 19Q: 3 clusters Score -2794799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2794836.000000 Penalty: 5093.698242
	Iteration 20F: 3 clusters Score -2794836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -2794860.500000 Penalty: 5093.698242
	Iteration 21Q: 3 clusters Score -2794860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2794889.000000 Penalty: 5093.698242
	Iteration 22Q: 3 clusters Score -2794889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2794913.750000 Penalty: 5093.698242
	Iteration 23Q: 3 clusters Score -2794914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2794942.000000 Penalty: 5093.698242
	Iteration 24Q: 3 clusters Score -2794942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2794951.000000 Penalty: 5093.698242
	Iteration 25Q: 3 clusters Score -2794951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -2794975.500000 Penalty: 5093.698242
	Iteration 26Q: 3 clusters Score -2794976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2794992.000000 Penalty: 5093.698242
	Iteration 27Q: 3 clusters Score -2794992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -2795008.000000 Penalty: 5093.698242
	Iteration 28Q: 3 clusters Score -2795008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2795026.750000 Penalty: 5093.698242
	Iteration 29Q: 3 clusters Score -2795027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -2795044.250000 Penalty: 5093.698242
	Iteration 30Q: 3 clusters Score -2795044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2795058.000000 Penalty: 5093.698242
	Iteration 31Q: 3 clusters Score -2795058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -2795080.000000 Penalty: 5093.698242
	Iteration 32Q: 3 clusters Score -2795080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2795098.750000 Penalty: 5093.698242
	Iteration 33Q: 3 clusters Score -2795099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -2795114.000000 Penalty: 5093.698242
	Iteration 34Q: 3 clusters Score -2795114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -2795128.500000 Penalty: 5093.698242
	Iteration 35Q: 3 clusters Score -2795128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -2795140.000000 Penalty: 5093.698242
	Iteration 36Q: 3 clusters Score -2795140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -2795143.750000 Penalty: 5093.698242
	Iteration 37Q: 3 clusters Score -2795144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -2795153.250000 Penalty: 5093.698242
	Iteration 38Q: 3 clusters Score -2795153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -2795158.750000 Penalty: 5093.698242
	Iteration 39Q: 3 clusters Score -2795159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2795165.500000 Penalty: 5093.698242
	Iteration 40F: 3 clusters Score -2795166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -2795165.500000 Penalty: 5093.698242
	Iteration 41Q: 3 clusters Score -2795166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -2795169.000000 Penalty: 5093.698242
	Iteration 42Q: 3 clusters Score -2795169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2795173.250000 Penalty: 5093.698242
	Iteration 43Q: 3 clusters Score -2795173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -2795173.750000 Penalty: 5093.698242
	Iteration 44Q: 3 clusters Score -2795174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2795172.250000 Penalty: 5093.698242
	Iteration 45Q: 3 clusters Score -2795172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2795173.000000 Penalty: 5093.698242
	Iteration 46Q: 3 clusters Score -2795173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2795173.000000 Penalty: 5093.698242
	Iteration 47F: 3 clusters Score -2795173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Entering Unmasked Estep 
Score: -3204619.500000 Penalty: 2554.386475
	Iteration 0F: 2 clusters Score -3204620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3184157.500000 Penalty: 5108.772949
	Iteration 0F: 3 clusters Score -3184158 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3191589.250000 Penalty: 5108.772949
	Iteration 1F: 3 clusters Score -3191589 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3192305.750000 Penalty: 5108.772949
	Iteration 2F: 3 clusters Score -3192306 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3193055.500000 Penalty: 5108.772949
	Iteration 3F: 3 clusters Score -3193056 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3193918.000000 Penalty: 5108.772949
	Iteration 4F: 3 clusters Score -3193918 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3194863.500000 Penalty: 5108.772949
	Iteration 5F: 3 clusters Score -3194864 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3195866.750000 Penalty: 5108.772949
	Iteration 6F: 3 clusters Score -3195867 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3196821.500000 Penalty: 5108.772949
	Iteration 7F: 3 clusters Score -3196822 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3197740.250000 Penalty: 5108.772949
	Iteration 8F: 3 clusters Score -3197740 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3198572.000000 Penalty: 5108.772949
	Iteration 9F: 3 clusters Score -3198572 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3199246.750000 Penalty: 5108.772949
	Iteration 10Q: 3 clusters Score -3199247 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3199707.250000 Penalty: 5108.772949
	Iteration 11Q: 3 clusters Score -3199707 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3199957.500000 Penalty: 5108.772949
	Iteration 12Q: 3 clusters Score -3199958 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3200094.500000 Penalty: 5108.772949
	Iteration 13Q: 3 clusters Score -3200094 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3200176.250000 Penalty: 5108.772949
	Iteration 14Q: 3 clusters Score -3200176 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3200231.000000 Penalty: 5108.772949
	Iteration 15Q: 3 clusters Score -3200231 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3200261.750000 Penalty: 5108.772949
	Iteration 16Q: 3 clusters Score -3200262 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3200303.250000 Penalty: 5108.772949
	Iteration 17Q: 3 clusters Score -3200303 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3200335.250000 Penalty: 5108.772949
	Iteration 18Q: 3 clusters Score -3200335 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3200344.250000 Penalty: 5108.772949
	Iteration 19Q: 3 clusters Score -3200344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3200361.500000 Penalty: 5108.772949
	Iteration 20F: 3 clusters Score -3200362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3200374.000000 Penalty: 5108.772949
	Iteration 21Q: 3 clusters Score -3200374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3200395.000000 Penalty: 5108.772949
	Iteration 22Q: 3 clusters Score -3200395 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3200411.250000 Penalty: 5108.772949
	Iteration 23Q: 3 clusters Score -3200411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3200419.500000 Penalty: 5108.772949
	Iteration 24Q: 3 clusters Score -3200420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3200440.000000 Penalty: 5108.772949
	Iteration 25Q: 3 clusters Score -3200440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3200438.500000 Penalty: 5108.772949
	Iteration 26Q: 3 clusters Score -3200438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3200447.250000 Penalty: 5108.772949
	Iteration 27Q: 3 clusters Score -3200447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3200455.250000 Penalty: 5108.772949
	Iteration 28Q: 3 clusters Score -3200455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3200459.750000 Penalty: 5108.772949
	Iteration 29Q: 3 clusters Score -3200460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3200457.000000 Penalty: 5108.772949
	Iteration 30Q: 3 clusters Score -3200457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3200466.500000 Penalty: 5108.772949
	Iteration 31Q: 3 clusters Score -3200466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3200466.750000 Penalty: 5108.772949
	Iteration 32Q: 3 clusters Score -3200467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3200465.000000 Penalty: 5108.772949
	Iteration 33Q: 3 clusters Score -3200465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3200458.750000 Penalty: 5108.772949
	Iteration 34Q: 3 clusters Score -3200459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3200466.250000 Penalty: 5108.772949
	Iteration 35Q: 3 clusters Score -3200466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3200470.250000 Penalty: 5108.772949
	Iteration 36Q: 3 clusters Score -3200470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3200468.750000 Penalty: 5108.772949
	Iteration 37Q: 3 clusters Score -3200469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3200478.250000 Penalty: 5108.772949
	Iteration 38Q: 3 clusters Score -3200478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3200476.500000 Penalty: 5108.772949
	Iteration 39Q: 3 clusters Score -3200476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3200479.500000 Penalty: 5108.772949
	Iteration 40F: 3 clusters Score -3200480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3200480.250000 Penalty: 5108.772949
	Iteration 41Q: 3 clusters Score -3200480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3200484.250000 Penalty: 5108.772949
	Iteration 42Q: 3 clusters Score -3200484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3200485.500000 Penalty: 5108.772949
	Iteration 43Q: 3 clusters Score -3200486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3200488.750000 Penalty: 5108.772949
	Iteration 44Q: 3 clusters Score -3200489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3200494.500000 Penalty: 5108.772949
	Iteration 45Q: 3 clusters Score -3200494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3200507.250000 Penalty: 5108.772949
	Iteration 46Q: 3 clusters Score -3200507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3200511.750000 Penalty: 5108.772949
	Iteration 47Q: 3 clusters Score -3200512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3200522.500000 Penalty: 5108.772949
	Iteration 48Q: 3 clusters Score -3200522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3200521.750000 Penalty: 5108.772949
	Iteration 49Q: 3 clusters Score -3200522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3200534.500000 Penalty: 5108.772949
	Iteration 50Q: 3 clusters Score -3200534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3200539.750000 Penalty: 5108.772949
	Iteration 51Q: 3 clusters Score -3200540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3200542.250000 Penalty: 5108.772949
	Iteration 52Q: 3 clusters Score -3200542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3200539.500000 Penalty: 5108.772949
	Iteration 53Q: 3 clusters Score -3200540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3200548.000000 Penalty: 5108.772949
	Iteration 54Q: 3 clusters Score -3200548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3200546.250000 Penalty: 5108.772949
	Iteration 55Q: 3 clusters Score -3200546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3200544.000000 Penalty: 5108.772949
	Iteration 56Q: 3 clusters Score -3200544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3200546.500000 Penalty: 5108.772949
	Iteration 57Q: 3 clusters Score -3200546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3200547.000000 Penalty: 5108.772949
	Iteration 58Q: 3 clusters Score -3200547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3200542.750000 Penalty: 5108.772949
	Iteration 59Q: 3 clusters Score -3200543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3200544.750000 Penalty: 5108.772949
	Iteration 60F: 3 clusters Score -3200545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3200552.000000 Penalty: 5108.772949
	Iteration 61Q: 3 clusters Score -3200552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3200554.750000 Penalty: 5108.772949
	Iteration 62Q: 3 clusters Score -3200555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3200557.000000 Penalty: 5108.772949
	Iteration 63Q: 3 clusters Score -3200557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3200555.000000 Penalty: 5108.772949
	Iteration 64Q: 3 clusters Score -3200555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3200558.750000 Penalty: 5108.772949
	Iteration 65Q: 3 clusters Score -3200559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3200556.250000 Penalty: 5108.772949
	Iteration 66Q: 3 clusters Score -3200556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3200563.250000 Penalty: 5108.772949
	Iteration 67Q: 3 clusters Score -3200563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3200565.500000 Penalty: 5108.772949
	Iteration 68Q: 3 clusters Score -3200566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3200562.500000 Penalty: 5108.772949
	Iteration 69Q: 3 clusters Score -3200562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3200568.000000 Penalty: 5108.772949
	Iteration 70Q: 3 clusters Score -3200568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3200574.750000 Penalty: 5108.772949
	Iteration 71Q: 3 clusters Score -3200575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3200579.750000 Penalty: 5108.772949
	Iteration 72Q: 3 clusters Score -3200580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3200577.750000 Penalty: 5108.772949
	Iteration 73Q: 3 clusters Score -3200578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3200577.000000 Penalty: 5108.772949
	Iteration 74Q: 3 clusters Score -3200577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3200582.750000 Penalty: 5108.772949
	Iteration 75Q: 3 clusters Score -3200583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3200595.250000 Penalty: 5108.772949
	Iteration 76Q: 3 clusters Score -3200595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3200594.750000 Penalty: 5108.772949
	Iteration 77Q: 3 clusters Score -3200595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3200585.750000 Penalty: 5108.772949
	Iteration 78Q: 3 clusters Score -3200586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3200587.000000 Penalty: 5108.772949
	Iteration 79Q: 3 clusters Score -3200587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3200586.000000 Penalty: 5108.772949
	Iteration 80F: 3 clusters Score -3200586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3200589.500000 Penalty: 5108.772949
	Iteration 81Q: 3 clusters Score -3200590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3200592.500000 Penalty: 5108.772949
	Iteration 82Q: 3 clusters Score -3200592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3200588.000000 Penalty: 5108.772949
	Iteration 83Q: 3 clusters Score -3200588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3200595.000000 Penalty: 5108.772949
	Iteration 84Q: 3 clusters Score -3200595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3200591.500000 Penalty: 5108.772949
	Iteration 85Q: 3 clusters Score -3200592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3200587.250000 Penalty: 5108.772949
	Iteration 86Q: 3 clusters Score -3200587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3200589.000000 Penalty: 5108.772949
	Iteration 87Q: 3 clusters Score -3200589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3200586.250000 Penalty: 5108.772949
	Iteration 88Q: 3 clusters Score -3200586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3200588.250000 Penalty: 5108.772949
	Iteration 89Q: 3 clusters Score -3200588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3200594.000000 Penalty: 5108.772949
	Iteration 90Q: 3 clusters Score -3200594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3200597.000000 Penalty: 5108.772949
	Iteration 91Q: 3 clusters Score -3200597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3200590.750000 Penalty: 5108.772949
	Iteration 92Q: 3 clusters Score -3200591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3200592.250000 Penalty: 5108.772949
	Iteration 93Q: 3 clusters Score -3200592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3200593.250000 Penalty: 5108.772949
	Iteration 94Q: 3 clusters Score -3200593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3200592.000000 Penalty: 5108.772949
	Iteration 95Q: 3 clusters Score -3200592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3200592.000000 Penalty: 5108.772949
	Iteration 96Q: 3 clusters Score -3200592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3200590.500000 Penalty: 5108.772949
	Iteration 97Q: 3 clusters Score -3200590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3200593.250000 Penalty: 5108.772949
	Iteration 98Q: 3 clusters Score -3200593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3200594.750000 Penalty: 5108.772949
	Iteration 99Q: 3 clusters Score -3200595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3200597.000000 Penalty: 5108.772949
	Iteration 100F: 3 clusters Score -3200597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3200599.500000 Penalty: 5108.772949
	Iteration 101Q: 3 clusters Score -3200600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3200593.500000 Penalty: 5108.772949
	Iteration 102Q: 3 clusters Score -3200594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3200589.000000 Penalty: 5108.772949
	Iteration 103Q: 3 clusters Score -3200589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3200583.250000 Penalty: 5108.772949
	Iteration 104Q: 3 clusters Score -3200583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3200583.000000 Penalty: 5108.772949
	Iteration 105Q: 3 clusters Score -3200583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3200585.250000 Penalty: 5108.772949
	Iteration 106Q: 3 clusters Score -3200585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3200589.000000 Penalty: 5108.772949
	Iteration 107Q: 3 clusters Score -3200589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3200590.250000 Penalty: 5108.772949
	Iteration 108Q: 3 clusters Score -3200590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3200590.500000 Penalty: 5108.772949
	Iteration 109Q: 3 clusters Score -3200590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3200589.000000 Penalty: 5108.772949
	Iteration 110Q: 3 clusters Score -3200589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3200589.750000 Penalty: 5108.772949
	Iteration 111Q: 3 clusters Score -3200590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3200590.500000 Penalty: 5108.772949
	Iteration 112Q: 3 clusters Score -3200590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3200590.500000 Penalty: 5108.772949
	Iteration 113Q: 3 clusters Score -3200590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3200589.250000 Penalty: 5108.772949
	Iteration 114Q: 3 clusters Score -3200589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3200595.250000 Penalty: 5108.772949
	Iteration 115Q: 3 clusters Score -3200595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3200597.250000 Penalty: 5108.772949
	Iteration 116Q: 3 clusters Score -3200597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3200602.500000 Penalty: 5108.772949
	Iteration 117Q: 3 clusters Score -3200602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3200599.750000 Penalty: 5108.772949
	Iteration 118Q: 3 clusters Score -3200600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3200597.500000 Penalty: 5108.772949
	Iteration 119Q: 3 clusters Score -3200598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3200602.500000 Penalty: 5108.772949
	Iteration 120F: 3 clusters Score -3200602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3200596.000000 Penalty: 5108.772949
	Iteration 121Q: 3 clusters Score -3200596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3200600.250000 Penalty: 5108.772949
	Iteration 122Q: 3 clusters Score -3200600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3200598.000000 Penalty: 5108.772949
	Iteration 123Q: 3 clusters Score -3200598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3200607.750000 Penalty: 5108.772949
	Iteration 124Q: 3 clusters Score -3200608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3200609.250000 Penalty: 5108.772949
	Iteration 125Q: 3 clusters Score -3200609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3200607.000000 Penalty: 5108.772949
	Iteration 126Q: 3 clusters Score -3200607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3200606.750000 Penalty: 5108.772949
	Iteration 127Q: 3 clusters Score -3200607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3200604.000000 Penalty: 5108.772949
	Iteration 128Q: 3 clusters Score -3200604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3200605.250000 Penalty: 5108.772949
	Iteration 129Q: 3 clusters Score -3200605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3200607.500000 Penalty: 5108.772949
	Iteration 130Q: 3 clusters Score -3200608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3200613.000000 Penalty: 5108.772949
	Iteration 131Q: 3 clusters Score -3200613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3200607.750000 Penalty: 5108.772949
	Iteration 132Q: 3 clusters Score -3200608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3200610.000000 Penalty: 5108.772949
	Iteration 133Q: 3 clusters Score -3200610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3200618.000000 Penalty: 5108.772949
	Iteration 134Q: 3 clusters Score -3200618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3200619.250000 Penalty: 5108.772949
	Iteration 135Q: 3 clusters Score -3200619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3200617.250000 Penalty: 5108.772949
	Iteration 136Q: 3 clusters Score -3200617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3200618.750000 Penalty: 5108.772949
	Iteration 137Q: 3 clusters Score -3200619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3200622.000000 Penalty: 5108.772949
	Iteration 138Q: 3 clusters Score -3200622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3200614.500000 Penalty: 5108.772949
	Iteration 139Q: 3 clusters Score -3200614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3200607.000000 Penalty: 5108.772949
	Iteration 140F: 3 clusters Score -3200607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3200615.500000 Penalty: 5108.772949
	Iteration 141Q: 3 clusters Score -3200616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3200615.750000 Penalty: 5108.772949
	Iteration 142Q: 3 clusters Score -3200616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3200614.500000 Penalty: 5108.772949
	Iteration 143Q: 3 clusters Score -3200614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3200618.500000 Penalty: 5108.772949
	Iteration 144Q: 3 clusters Score -3200618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3200612.750000 Penalty: 5108.772949
	Iteration 145Q: 3 clusters Score -3200613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3200625.000000 Penalty: 5108.772949
	Iteration 146Q: 3 clusters Score -3200625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3200628.500000 Penalty: 5108.772949
	Iteration 147Q: 3 clusters Score -3200628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3200625.000000 Penalty: 5108.772949
	Iteration 148Q: 3 clusters Score -3200625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3200642.250000 Penalty: 5108.772949
	Iteration 149Q: 3 clusters Score -3200642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3200638.500000 Penalty: 5108.772949
	Iteration 150Q: 3 clusters Score -3200638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3200636.500000 Penalty: 5108.772949
	Iteration 151Q: 3 clusters Score -3200636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3200639.000000 Penalty: 5108.772949
	Iteration 152Q: 3 clusters Score -3200639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3200634.000000 Penalty: 5108.772949
	Iteration 153Q: 3 clusters Score -3200634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3200643.500000 Penalty: 5108.772949
	Iteration 154Q: 3 clusters Score -3200644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3200647.250000 Penalty: 5108.772949
	Iteration 155Q: 3 clusters Score -3200647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3200644.750000 Penalty: 5108.772949
	Iteration 156Q: 3 clusters Score -3200645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3200646.750000 Penalty: 5108.772949
	Iteration 157Q: 3 clusters Score -3200647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3200645.750000 Penalty: 5108.772949
	Iteration 158Q: 3 clusters Score -3200646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3200649.000000 Penalty: 5108.772949
	Iteration 159Q: 3 clusters Score -3200649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3200662.250000 Penalty: 5108.772949
	Iteration 160F: 3 clusters Score -3200662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3200662.000000 Penalty: 5108.772949
	Iteration 161Q: 3 clusters Score -3200662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3200666.250000 Penalty: 5108.772949
	Iteration 162Q: 3 clusters Score -3200666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3200673.750000 Penalty: 5108.772949
	Iteration 163Q: 3 clusters Score -3200674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3200661.000000 Penalty: 5108.772949
	Iteration 164Q: 3 clusters Score -3200661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3200668.000000 Penalty: 5108.772949
	Iteration 165Q: 3 clusters Score -3200668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3200686.250000 Penalty: 5108.772949
	Iteration 166Q: 3 clusters Score -3200686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3200685.750000 Penalty: 5108.772949
	Iteration 167Q: 3 clusters Score -3200686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3200695.500000 Penalty: 5108.772949
	Iteration 168Q: 3 clusters Score -3200696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3200715.500000 Penalty: 5108.772949
	Iteration 169Q: 3 clusters Score -3200716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3200704.250000 Penalty: 5108.772949
	Iteration 170Q: 3 clusters Score -3200704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3200714.000000 Penalty: 5108.772949
	Iteration 171Q: 3 clusters Score -3200714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3200716.250000 Penalty: 5108.772949
	Iteration 172Q: 3 clusters Score -3200716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3200718.750000 Penalty: 5108.772949
	Iteration 173Q: 3 clusters Score -3200719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3200730.250000 Penalty: 5108.772949
	Iteration 174Q: 3 clusters Score -3200730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3200738.250000 Penalty: 5108.772949
	Iteration 175Q: 3 clusters Score -3200738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3200731.750000 Penalty: 5108.772949
	Iteration 176Q: 3 clusters Score -3200732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3200740.000000 Penalty: 5108.772949
	Iteration 177Q: 3 clusters Score -3200740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3200749.750000 Penalty: 5108.772949
	Iteration 178Q: 3 clusters Score -3200750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3200761.000000 Penalty: 5108.772949
	Iteration 179Q: 3 clusters Score -3200761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3200757.750000 Penalty: 5108.772949
	Iteration 180F: 3 clusters Score -3200758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3200771.000000 Penalty: 5108.772949
	Iteration 181Q: 3 clusters Score -3200771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3200773.250000 Penalty: 5108.772949
	Iteration 182Q: 3 clusters Score -3200773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3200784.500000 Penalty: 5108.772949
	Iteration 183Q: 3 clusters Score -3200784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3200789.250000 Penalty: 5108.772949
	Iteration 184Q: 3 clusters Score -3200789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3200793.250000 Penalty: 5108.772949
	Iteration 185Q: 3 clusters Score -3200793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3200806.000000 Penalty: 5108.772949
	Iteration 186Q: 3 clusters Score -3200806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3200816.500000 Penalty: 5108.772949
	Iteration 187Q: 3 clusters Score -3200816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3200819.750000 Penalty: 5108.772949
	Iteration 188Q: 3 clusters Score -3200820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3200833.000000 Penalty: 5108.772949
	Iteration 189Q: 3 clusters Score -3200833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3200841.250000 Penalty: 5108.772949
	Iteration 190Q: 3 clusters Score -3200841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3200839.750000 Penalty: 5108.772949
	Iteration 191Q: 3 clusters Score -3200840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3200857.250000 Penalty: 5108.772949
	Iteration 192Q: 3 clusters Score -3200857 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3200877.250000 Penalty: 5108.772949
	Iteration 193Q: 3 clusters Score -3200877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3200883.500000 Penalty: 5108.772949
	Iteration 194Q: 3 clusters Score -3200884 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3200891.250000 Penalty: 5108.772949
	Iteration 195Q: 3 clusters Score -3200891 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3200921.500000 Penalty: 5108.772949
	Iteration 196Q: 3 clusters Score -3200922 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3200947.000000 Penalty: 5108.772949
	Iteration 197Q: 3 clusters Score -3200947 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3200980.750000 Penalty: 5108.772949
	Iteration 198Q: 3 clusters Score -3200981 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3201004.250000 Penalty: 5108.772949
	Iteration 199Q: 3 clusters Score -3201004 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3201034.750000 Penalty: 5108.772949
	Iteration 200F: 3 clusters Score -3201035 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3201072.000000 Penalty: 5108.772949
	Iteration 201Q: 3 clusters Score -3201072 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3201118.750000 Penalty: 5108.772949
	Iteration 202Q: 3 clusters Score -3201119 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3201159.250000 Penalty: 5108.772949
	Iteration 203Q: 3 clusters Score -3201159 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3201208.000000 Penalty: 5108.772949
	Iteration 204Q: 3 clusters Score -3201208 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3201253.500000 Penalty: 5108.772949
	Iteration 205Q: 3 clusters Score -3201254 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3201309.250000 Penalty: 5108.772949
	Iteration 206Q: 3 clusters Score -3201309 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3201376.500000 Penalty: 5108.772949
	Iteration 207Q: 3 clusters Score -3201376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3201439.750000 Penalty: 5108.772949
	Iteration 208Q: 3 clusters Score -3201440 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3201487.750000 Penalty: 5108.772949
	Iteration 209Q: 3 clusters Score -3201488 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3201524.500000 Penalty: 5108.772949
	Iteration 210Q: 3 clusters Score -3201524 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3201590.500000 Penalty: 5108.772949
	Iteration 211Q: 3 clusters Score -3201590 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3201627.250000 Penalty: 5108.772949
	Iteration 212Q: 3 clusters Score -3201627 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3201667.000000 Penalty: 5108.772949
	Iteration 213Q: 3 clusters Score -3201667 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3201726.500000 Penalty: 5108.772949
	Iteration 214Q: 3 clusters Score -3201726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3201770.250000 Penalty: 5108.772949
	Iteration 215Q: 3 clusters Score -3201770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3201789.000000 Penalty: 5108.772949
	Iteration 216Q: 3 clusters Score -3201789 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3201824.250000 Penalty: 5108.772949
	Iteration 217Q: 3 clusters Score -3201824 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3201869.500000 Penalty: 5108.772949
	Iteration 218Q: 3 clusters Score -3201870 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3201896.750000 Penalty: 5108.772949
	Iteration 219Q: 3 clusters Score -3201897 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3201941.250000 Penalty: 5108.772949
	Iteration 220F: 3 clusters Score -3201941 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3201982.750000 Penalty: 5108.772949
	Iteration 221Q: 3 clusters Score -3201983 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3202033.250000 Penalty: 5108.772949
	Iteration 222Q: 3 clusters Score -3202033 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3202073.000000 Penalty: 5108.772949
	Iteration 223Q: 3 clusters Score -3202073 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3202112.250000 Penalty: 5108.772949
	Iteration 224Q: 3 clusters Score -3202112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3202136.000000 Penalty: 5108.772949
	Iteration 225Q: 3 clusters Score -3202136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3202170.500000 Penalty: 5108.772949
	Iteration 226Q: 3 clusters Score -3202170 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3202184.750000 Penalty: 5108.772949
	Iteration 227Q: 3 clusters Score -3202185 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3202199.250000 Penalty: 5108.772949
	Iteration 228Q: 3 clusters Score -3202199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3202249.500000 Penalty: 5108.772949
	Iteration 229Q: 3 clusters Score -3202250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3202266.250000 Penalty: 5108.772949
	Iteration 230Q: 3 clusters Score -3202266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3202299.000000 Penalty: 5108.772949
	Iteration 231Q: 3 clusters Score -3202299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3202323.000000 Penalty: 5108.772949
	Iteration 232Q: 3 clusters Score -3202323 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3202356.000000 Penalty: 5108.772949
	Iteration 233Q: 3 clusters Score -3202356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3202392.250000 Penalty: 5108.772949
	Iteration 234Q: 3 clusters Score -3202392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3202418.250000 Penalty: 5108.772949
	Iteration 235Q: 3 clusters Score -3202418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3202437.500000 Penalty: 5108.772949
	Iteration 236Q: 3 clusters Score -3202438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3202447.500000 Penalty: 5108.772949
	Iteration 237Q: 3 clusters Score -3202448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3202451.500000 Penalty: 5108.772949
	Iteration 238Q: 3 clusters Score -3202452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3202478.250000 Penalty: 5108.772949
	Iteration 239Q: 3 clusters Score -3202478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3202487.000000 Penalty: 5108.772949
	Iteration 240F: 3 clusters Score -3202487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3202509.750000 Penalty: 5108.772949
	Iteration 241Q: 3 clusters Score -3202510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3202522.750000 Penalty: 5108.772949
	Iteration 242Q: 3 clusters Score -3202523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3202555.250000 Penalty: 5108.772949
	Iteration 243Q: 3 clusters Score -3202555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3202558.500000 Penalty: 5108.772949
	Iteration 244Q: 3 clusters Score -3202558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3202572.750000 Penalty: 5108.772949
	Iteration 245Q: 3 clusters Score -3202573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3202580.250000 Penalty: 5108.772949
	Iteration 246Q: 3 clusters Score -3202580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3202597.000000 Penalty: 5108.772949
	Iteration 247Q: 3 clusters Score -3202597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3202605.500000 Penalty: 5108.772949
	Iteration 248Q: 3 clusters Score -3202606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3202611.750000 Penalty: 5108.772949
	Iteration 249Q: 3 clusters Score -3202612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3202623.250000 Penalty: 5108.772949
	Iteration 250Q: 3 clusters Score -3202623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3202636.500000 Penalty: 5108.772949
	Iteration 251Q: 3 clusters Score -3202636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3202652.500000 Penalty: 5108.772949
	Iteration 252Q: 3 clusters Score -3202652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3202666.750000 Penalty: 5108.772949
	Iteration 253Q: 3 clusters Score -3202667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3202677.750000 Penalty: 5108.772949
	Iteration 254Q: 3 clusters Score -3202678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3202704.500000 Penalty: 5108.772949
	Iteration 255Q: 3 clusters Score -3202704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3202711.000000 Penalty: 5108.772949
	Iteration 256Q: 3 clusters Score -3202711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3202733.750000 Penalty: 5108.772949
	Iteration 257Q: 3 clusters Score -3202734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3202748.000000 Penalty: 5108.772949
	Iteration 258Q: 3 clusters Score -3202748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3202763.250000 Penalty: 5108.772949
	Iteration 259Q: 3 clusters Score -3202763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3202770.250000 Penalty: 5108.772949
	Iteration 260F: 3 clusters Score -3202770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3202771.500000 Penalty: 5108.772949
	Iteration 261Q: 3 clusters Score -3202772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3202777.250000 Penalty: 5108.772949
	Iteration 262Q: 3 clusters Score -3202777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3202781.500000 Penalty: 5108.772949
	Iteration 263Q: 3 clusters Score -3202782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3202791.500000 Penalty: 5108.772949
	Iteration 264Q: 3 clusters Score -3202792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3202801.250000 Penalty: 5108.772949
	Iteration 265Q: 3 clusters Score -3202801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3202811.750000 Penalty: 5108.772949
	Iteration 266Q: 3 clusters Score -3202812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3202810.500000 Penalty: 5108.772949
	Iteration 267Q: 3 clusters Score -3202810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3202813.000000 Penalty: 5108.772949
	Iteration 268Q: 3 clusters Score -3202813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3202815.500000 Penalty: 5108.772949
	Iteration 269Q: 3 clusters Score -3202816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3202827.000000 Penalty: 5108.772949
	Iteration 270Q: 3 clusters Score -3202827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3202830.000000 Penalty: 5108.772949
	Iteration 271Q: 3 clusters Score -3202830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3202836.000000 Penalty: 5108.772949
	Iteration 272Q: 3 clusters Score -3202836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3202838.750000 Penalty: 5108.772949
	Iteration 273Q: 3 clusters Score -3202839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3202848.750000 Penalty: 5108.772949
	Iteration 274Q: 3 clusters Score -3202849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3202852.750000 Penalty: 5108.772949
	Iteration 275Q: 3 clusters Score -3202853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3202857.000000 Penalty: 5108.772949
	Iteration 276Q: 3 clusters Score -3202857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3202869.750000 Penalty: 5108.772949
	Iteration 277Q: 3 clusters Score -3202870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3202877.250000 Penalty: 5108.772949
	Iteration 278Q: 3 clusters Score -3202877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3202879.250000 Penalty: 5108.772949
	Iteration 279Q: 3 clusters Score -3202879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3202884.750000 Penalty: 5108.772949
	Iteration 280F: 3 clusters Score -3202885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3202882.500000 Penalty: 5108.772949
	Iteration 281Q: 3 clusters Score -3202882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3202893.250000 Penalty: 5108.772949
	Iteration 282Q: 3 clusters Score -3202893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3202895.000000 Penalty: 5108.772949
	Iteration 283Q: 3 clusters Score -3202895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3202903.250000 Penalty: 5108.772949
	Iteration 284Q: 3 clusters Score -3202903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3202910.500000 Penalty: 5108.772949
	Iteration 285Q: 3 clusters Score -3202910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3202919.750000 Penalty: 5108.772949
	Iteration 286Q: 3 clusters Score -3202920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3202920.750000 Penalty: 5108.772949
	Iteration 287Q: 3 clusters Score -3202921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3202928.750000 Penalty: 5108.772949
	Iteration 288Q: 3 clusters Score -3202929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3202931.000000 Penalty: 5108.772949
	Iteration 289Q: 3 clusters Score -3202931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3202940.000000 Penalty: 5108.772949
	Iteration 290Q: 3 clusters Score -3202940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3202937.500000 Penalty: 5108.772949
	Iteration 291Q: 3 clusters Score -3202938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3202933.250000 Penalty: 5108.772949
	Iteration 292Q: 3 clusters Score -3202933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3202935.000000 Penalty: 5108.772949
	Iteration 293Q: 3 clusters Score -3202935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3202933.500000 Penalty: 5108.772949
	Iteration 294Q: 3 clusters Score -3202934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3202936.750000 Penalty: 5108.772949
	Iteration 295Q: 3 clusters Score -3202937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3202936.750000 Penalty: 5108.772949
	Iteration 296F: 3 clusters Score -3202937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -262893.375000 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -262893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -259670.140625 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -259670.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -260307.312500 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -260307.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -260482.734375 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -260482.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -260591.375000 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -260591.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -260683.171875 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -260683.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -260743.656250 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -260743.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -260778.703125 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -260778.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -260807.890625 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -260807.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -260843.968750 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -260844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260875.359375 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -260875.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -260899.656250 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -260899.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -260918.046875 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -260918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -260930.718750 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -260930.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -260943.890625 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -260943.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -260953.265625 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -260953.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -260959.171875 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -260959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -260962.093750 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -260962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260964.968750 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -260965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -260966.906250 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -260966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -260968.140625 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -260968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -260969.718750 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -260969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -260970.671875 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -260970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -260972.125000 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -260972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260972.812500 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -260972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -260975.312500 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -260975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -260976.421875 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -260976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -260977.031250 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -260977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -260977.062500 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -260977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -260977.421875 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -260977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -260977.421875 Penalty: 3969.999512
	Iteration 29F: 3 clusters Score -260977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Entering Unmasked Estep 
Score: -3825675.000000 Penalty: 2598.052979
	Iteration 0F: 2 clusters Score -3825675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3801522.750000 Penalty: 5196.105957
	Iteration 0F: 3 clusters Score -3801523 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3810435.750000 Penalty: 5196.105957
	Iteration 1F: 3 clusters Score -3810436 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3810855.250000 Penalty: 5196.105957
	Iteration 2Q: 3 clusters Score -3810855 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3811192.500000 Penalty: 5196.105957
	Iteration 3Q: 3 clusters Score -3811192 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3811466.250000 Penalty: 5196.105957
	Iteration 4Q: 3 clusters Score -3811466 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3811666.000000 Penalty: 5196.105957
	Iteration 5Q: 3 clusters Score -3811666 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3811856.250000 Penalty: 5196.105957
	Iteration 6Q: 3 clusters Score -3811856 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3812052.000000 Penalty: 5196.105957
	Iteration 7Q: 3 clusters Score -3812052 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3812277.000000 Penalty: 5196.105957
	Iteration 8Q: 3 clusters Score -3812277 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3812494.500000 Penalty: 5196.105957
	Iteration 9Q: 3 clusters Score -3812494 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3812776.750000 Penalty: 5196.105957
	Iteration 10Q: 3 clusters Score -3812777 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3813086.250000 Penalty: 5196.105957
	Iteration 11Q: 3 clusters Score -3813086 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3813458.000000 Penalty: 5196.105957
	Iteration 12Q: 3 clusters Score -3813458 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3813909.750000 Penalty: 5196.105957
	Iteration 13Q: 3 clusters Score -3813910 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3814434.000000 Penalty: 5196.105957
	Iteration 14Q: 3 clusters Score -3814434 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3815120.250000 Penalty: 5196.105957
	Iteration 15Q: 3 clusters Score -3815120 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3815949.000000 Penalty: 5196.105957
	Iteration 16Q: 3 clusters Score -3815949 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3816931.500000 Penalty: 5196.105957
	Iteration 17Q: 3 clusters Score -3816932 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3817842.000000 Penalty: 5196.105957
	Iteration 18Q: 3 clusters Score -3817842 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3818579.750000 Penalty: 5196.105957
	Iteration 19Q: 3 clusters Score -3818580 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3819245.750000 Penalty: 5196.105957
	Iteration 20F: 3 clusters Score -3819246 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3819861.500000 Penalty: 5196.105957
	Iteration 21Q: 3 clusters Score -3819862 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3820442.000000 Penalty: 5196.105957
	Iteration 22Q: 3 clusters Score -3820442 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3821032.250000 Penalty: 5196.105957
	Iteration 23Q: 3 clusters Score -3821032 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3821568.750000 Penalty: 5196.105957
	Iteration 24Q: 3 clusters Score -3821569 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3822060.000000 Penalty: 5196.105957
	Iteration 25Q: 3 clusters Score -3822060 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3822482.500000 Penalty: 5196.105957
	Iteration 26Q: 3 clusters Score -3822482 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3822778.000000 Penalty: 5196.105957
	Iteration 27Q: 3 clusters Score -3822778 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3822984.250000 Penalty: 5196.105957
	Iteration 28Q: 3 clusters Score -3822984 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3823182.750000 Penalty: 5196.105957
	Iteration 29Q: 3 clusters Score -3823183 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -3823309.500000 Penalty: 5196.105957
	Iteration 30Q: 3 clusters Score -3823310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -3823409.750000 Penalty: 5196.105957
	Iteration 31Q: 3 clusters Score -3823410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -3823475.500000 Penalty: 5196.105957
	Iteration 32Q: 3 clusters Score -3823476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -3823528.000000 Penalty: 5196.105957
	Iteration 33Q: 3 clusters Score -3823528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -3823572.250000 Penalty: 5196.105957
	Iteration 34Q: 3 clusters Score -3823572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3823626.000000 Penalty: 5196.105957
	Iteration 35Q: 3 clusters Score -3823626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3823652.250000 Penalty: 5196.105957
	Iteration 36Q: 3 clusters Score -3823652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3823675.500000 Penalty: 5196.105957
	Iteration 37Q: 3 clusters Score -3823676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3823688.500000 Penalty: 5196.105957
	Iteration 38Q: 3 clusters Score -3823688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3823707.750000 Penalty: 5196.105957
	Iteration 39Q: 3 clusters Score -3823708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3823738.500000 Penalty: 5196.105957
	Iteration 40F: 3 clusters Score -3823738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -3823750.500000 Penalty: 5196.105957
	Iteration 41Q: 3 clusters Score -3823750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -3823755.000000 Penalty: 5196.105957
	Iteration 42Q: 3 clusters Score -3823755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -3823767.750000 Penalty: 5196.105957
	Iteration 43Q: 3 clusters Score -3823768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -3823768.250000 Penalty: 5196.105957
	Iteration 44Q: 3 clusters Score -3823768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -3823784.000000 Penalty: 5196.105957
	Iteration 45Q: 3 clusters Score -3823784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -3823783.750000 Penalty: 5196.105957
	Iteration 46Q: 3 clusters Score -3823784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3823785.500000 Penalty: 5196.105957
	Iteration 47Q: 3 clusters Score -3823786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -3823785.750000 Penalty: 5196.105957
	Iteration 48Q: 3 clusters Score -3823786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -3823787.500000 Penalty: 5196.105957
	Iteration 49Q: 3 clusters Score -3823788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3823785.500000 Penalty: 5196.105957
	Iteration 50Q: 3 clusters Score -3823786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -3823785.500000 Penalty: 5196.105957
	Iteration 51Q: 3 clusters Score -3823786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -3823783.750000 Penalty: 5196.105957
	Iteration 52Q: 3 clusters Score -3823784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3823783.750000 Penalty: 5196.105957
	Iteration 53Q: 3 clusters Score -3823784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -3823790.000000 Penalty: 5196.105957
	Iteration 54Q: 3 clusters Score -3823790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -3823790.000000 Penalty: 5196.105957
	Iteration 55F: 3 clusters Score -3823790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 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 170 members 
Entering Unmasked Estep 
Score: -25087.744141 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25087.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25339.550781 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25339.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25432.798828 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -25432.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25484.658203 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25484.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25505.888672 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25505.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25508.195312 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25508.195312 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -25508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Entering Unmasked Estep 
Score: -6834392.500000 Penalty: 2755.342285
	Iteration 0F: 2 clusters Score -6834392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -6789691.000000 Penalty: 5510.684570
	Iteration 0F: 3 clusters Score -6789691 nChanged 31079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -6806844.500000 Penalty: 5510.684570
	Iteration 1F: 3 clusters Score -6806844 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6807381.500000 Penalty: 5510.684570
	Iteration 2Q: 3 clusters Score -6807382 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -6807891.000000 Penalty: 5510.684570
	Iteration 3Q: 3 clusters Score -6807891 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -6808554.000000 Penalty: 5510.684570
	Iteration 4Q: 3 clusters Score -6808554 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -6809430.000000 Penalty: 5510.684570
	Iteration 5Q: 3 clusters Score -6809430 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -6810841.500000 Penalty: 5510.684570
	Iteration 6Q: 3 clusters Score -6810842 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6813326.500000 Penalty: 5510.684570
	Iteration 7F: 3 clusters Score -6813326 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6817262.500000 Penalty: 5510.684570
	Iteration 8F: 3 clusters Score -6817262 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -6822478.500000 Penalty: 5510.684570
	Iteration 9F: 3 clusters Score -6822478 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -6827364.500000 Penalty: 5510.684570
	Iteration 10F: 3 clusters Score -6827364 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -6830219.500000 Penalty: 5510.684570
	Iteration 11Q: 3 clusters Score -6830220 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -6831296.500000 Penalty: 5510.684570
	Iteration 12Q: 3 clusters Score -6831296 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -6831636.000000 Penalty: 5510.684570
	Iteration 13Q: 3 clusters Score -6831636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -6831779.500000 Penalty: 5510.684570
	Iteration 14Q: 3 clusters Score -6831780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -6831817.000000 Penalty: 5510.684570
	Iteration 15Q: 3 clusters Score -6831817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -6831850.000000 Penalty: 5510.684570
	Iteration 16Q: 3 clusters Score -6831850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -6831869.500000 Penalty: 5510.684570
	Iteration 17Q: 3 clusters Score -6831870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -6831874.000000 Penalty: 5510.684570
	Iteration 18Q: 3 clusters Score -6831874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -6831878.000000 Penalty: 5510.684570
	Iteration 19Q: 3 clusters Score -6831878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -6831883.000000 Penalty: 5510.684570
	Iteration 20F: 3 clusters Score -6831883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -6831890.000000 Penalty: 5510.684570
	Iteration 21Q: 3 clusters Score -6831890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -6831886.500000 Penalty: 5510.684570
	Iteration 22Q: 3 clusters Score -6831886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -6831884.000000 Penalty: 5510.684570
	Iteration 23Q: 3 clusters Score -6831884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -6831888.000000 Penalty: 5510.684570
	Iteration 24Q: 3 clusters Score -6831888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -6831895.500000 Penalty: 5510.684570
	Iteration 25Q: 3 clusters Score -6831896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -6831898.500000 Penalty: 5510.684570
	Iteration 26Q: 3 clusters Score -6831898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -6831898.500000 Penalty: 5510.684570
	Iteration 27F: 3 clusters Score -6831898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Entering Unmasked Estep 
Score: -1656447.500000 Penalty: 2393.825684
	Iteration 0F: 2 clusters Score -1656448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1645184.750000 Penalty: 4787.651367
	Iteration 0F: 3 clusters Score -1645185 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1648789.500000 Penalty: 4787.651367
	Iteration 1F: 3 clusters Score -1648790 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1649173.875000 Penalty: 4787.651367
	Iteration 2F: 3 clusters Score -1649174 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1649484.875000 Penalty: 4787.651367
	Iteration 3F: 3 clusters Score -1649485 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1649793.500000 Penalty: 4787.651367
	Iteration 4Q: 3 clusters Score -1649794 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1650125.375000 Penalty: 4787.651367
	Iteration 5Q: 3 clusters Score -1650125 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1650567.000000 Penalty: 4787.651367
	Iteration 6Q: 3 clusters Score -1650567 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1651142.750000 Penalty: 4787.651367
	Iteration 7F: 3 clusters Score -1651143 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1651875.000000 Penalty: 4787.651367
	Iteration 8F: 3 clusters Score -1651875 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1652653.875000 Penalty: 4787.651367
	Iteration 9F: 3 clusters Score -1652654 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1653305.750000 Penalty: 4787.651367
	Iteration 10Q: 3 clusters Score -1653306 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1653759.125000 Penalty: 4787.651367
	Iteration 11Q: 3 clusters Score -1653759 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1654004.000000 Penalty: 4787.651367
	Iteration 12Q: 3 clusters Score -1654004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1654147.500000 Penalty: 4787.651367
	Iteration 13Q: 3 clusters Score -1654148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1654231.750000 Penalty: 4787.651367
	Iteration 14Q: 3 clusters Score -1654232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1654276.625000 Penalty: 4787.651367
	Iteration 15Q: 3 clusters Score -1654277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1654297.000000 Penalty: 4787.651367
	Iteration 16Q: 3 clusters Score -1654297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1654308.375000 Penalty: 4787.651367
	Iteration 17Q: 3 clusters Score -1654308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1654316.875000 Penalty: 4787.651367
	Iteration 18Q: 3 clusters Score -1654317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1654323.000000 Penalty: 4787.651367
	Iteration 19Q: 3 clusters Score -1654323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1654329.125000 Penalty: 4787.651367
	Iteration 20F: 3 clusters Score -1654329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1654331.125000 Penalty: 4787.651367
	Iteration 21Q: 3 clusters Score -1654331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1654333.625000 Penalty: 4787.651367
	Iteration 22Q: 3 clusters Score -1654334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1654332.625000 Penalty: 4787.651367
	Iteration 23Q: 3 clusters Score -1654333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1654332.625000 Penalty: 4787.651367
	Iteration 24F: 3 clusters Score -1654333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -240103.359375 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -240103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -237291.250000 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -237291.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -237822.015625 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -237822 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -237989.156250 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -237989.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -238125.484375 Penalty: 3847.072998
	Iteration 3Q: 3 clusters Score -238125.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -238268.062500 Penalty: 3847.072998
	Iteration 4Q: 3 clusters Score -238268.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -238385.437500 Penalty: 3847.072998
	Iteration 5Q: 3 clusters Score -238385.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -238476.250000 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -238476.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238545.203125 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -238545.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238593.390625 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -238593.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -238636.125000 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -238636.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -238681.968750 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -238682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -238737.046875 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -238737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -238782.203125 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -238782.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -238812.875000 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -238812.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238842.437500 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -238842.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -238879.000000 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -238879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -238903.500000 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -238903.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -238917.859375 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -238917.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -238934.968750 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -238935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -238950.640625 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -238950.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -238960.593750 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -238960.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -238976.093750 Penalty: 3847.072998
	Iteration 21Q: 3 clusters Score -238976.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -238985.828125 Penalty: 3847.072998
	Iteration 22Q: 3 clusters Score -238985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -238993.437500 Penalty: 3847.072998
	Iteration 23Q: 3 clusters Score -238993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -239004.703125 Penalty: 3847.072998
	Iteration 24Q: 3 clusters Score -239004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -239009.140625 Penalty: 3847.072998
	Iteration 25Q: 3 clusters Score -239009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -239018.156250 Penalty: 3847.072998
	Iteration 26Q: 3 clusters Score -239018.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -239025.343750 Penalty: 3847.072998
	Iteration 27Q: 3 clusters Score -239025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -239030.796875 Penalty: 3847.072998
	Iteration 28Q: 3 clusters Score -239030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -239035.765625 Penalty: 3847.072998
	Iteration 29Q: 3 clusters Score -239035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -239038.484375 Penalty: 3847.072998
	Iteration 30Q: 3 clusters Score -239038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -239044.000000 Penalty: 3847.072998
	Iteration 31Q: 3 clusters Score -239044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -239048.921875 Penalty: 3847.072998
	Iteration 32Q: 3 clusters Score -239048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -239051.703125 Penalty: 3847.072998
	Iteration 33Q: 3 clusters Score -239051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -239055.140625 Penalty: 3847.072998
	Iteration 34Q: 3 clusters Score -239055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -239057.296875 Penalty: 3847.072998
	Iteration 35Q: 3 clusters Score -239057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -239059.828125 Penalty: 3847.072998
	Iteration 36Q: 3 clusters Score -239059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -239063.515625 Penalty: 3847.072998
	Iteration 37Q: 3 clusters Score -239063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -239064.875000 Penalty: 3847.072998
	Iteration 38Q: 3 clusters Score -239064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -239067.218750 Penalty: 3847.072998
	Iteration 39Q: 3 clusters Score -239067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -239068.328125 Penalty: 3847.072998
	Iteration 40F: 3 clusters Score -239068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -239068.812500 Penalty: 3847.072998
	Iteration 41Q: 3 clusters Score -239068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -239070.562500 Penalty: 3847.072998
	Iteration 42Q: 3 clusters Score -239070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -239070.562500 Penalty: 3847.072998
	Iteration 43F: 3 clusters Score -239070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Entering Unmasked Estep 
Score: -1588808.625000 Penalty: 2377.370117
	Iteration 0F: 2 clusters Score -1588809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1578276.625000 Penalty: 4754.740234
	Iteration 0F: 3 clusters Score -1578277 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1581578.000000 Penalty: 4754.740234
	Iteration 1F: 3 clusters Score -1581578 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1581993.250000 Penalty: 4754.740234
	Iteration 2F: 3 clusters Score -1581993 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1582324.500000 Penalty: 4754.740234
	Iteration 3F: 3 clusters Score -1582324 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1582654.625000 Penalty: 4754.740234
	Iteration 4Q: 3 clusters Score -1582655 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1583014.250000 Penalty: 4754.740234
	Iteration 5Q: 3 clusters Score -1583014 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1583376.875000 Penalty: 4754.740234
	Iteration 6Q: 3 clusters Score -1583377 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1583854.875000 Penalty: 4754.740234
	Iteration 7F: 3 clusters Score -1583855 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1584392.500000 Penalty: 4754.740234
	Iteration 8F: 3 clusters Score -1584392 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1584954.875000 Penalty: 4754.740234
	Iteration 9F: 3 clusters Score -1584955 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1585416.500000 Penalty: 4754.740234
	Iteration 10Q: 3 clusters Score -1585416 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1585781.625000 Penalty: 4754.740234
	Iteration 11Q: 3 clusters Score -1585782 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1586107.250000 Penalty: 4754.740234
	Iteration 12Q: 3 clusters Score -1586107 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1586375.250000 Penalty: 4754.740234
	Iteration 13Q: 3 clusters Score -1586375 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1586548.375000 Penalty: 4754.740234
	Iteration 14Q: 3 clusters Score -1586548 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1586643.500000 Penalty: 4754.740234
	Iteration 15Q: 3 clusters Score -1586644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1586697.875000 Penalty: 4754.740234
	Iteration 16Q: 3 clusters Score -1586698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1586738.125000 Penalty: 4754.740234
	Iteration 17Q: 3 clusters Score -1586738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1586770.000000 Penalty: 4754.740234
	Iteration 18Q: 3 clusters Score -1586770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1586784.625000 Penalty: 4754.740234
	Iteration 19Q: 3 clusters Score -1586785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1586801.500000 Penalty: 4754.740234
	Iteration 20F: 3 clusters Score -1586802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1586817.500000 Penalty: 4754.740234
	Iteration 21Q: 3 clusters Score -1586818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1586829.250000 Penalty: 4754.740234
	Iteration 22Q: 3 clusters Score -1586829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1586844.250000 Penalty: 4754.740234
	Iteration 23Q: 3 clusters Score -1586844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1586859.250000 Penalty: 4754.740234
	Iteration 24Q: 3 clusters Score -1586859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1586867.625000 Penalty: 4754.740234
	Iteration 25Q: 3 clusters Score -1586868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1586872.500000 Penalty: 4754.740234
	Iteration 26Q: 3 clusters Score -1586872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1586876.000000 Penalty: 4754.740234
	Iteration 27Q: 3 clusters Score -1586876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1586877.375000 Penalty: 4754.740234
	Iteration 28Q: 3 clusters Score -1586877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1586884.875000 Penalty: 4754.740234
	Iteration 29Q: 3 clusters Score -1586885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1586883.000000 Penalty: 4754.740234
	Iteration 30Q: 3 clusters Score -1586883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1586884.875000 Penalty: 4754.740234
	Iteration 31Q: 3 clusters Score -1586885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1586887.875000 Penalty: 4754.740234
	Iteration 32Q: 3 clusters Score -1586888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1586889.625000 Penalty: 4754.740234
	Iteration 33Q: 3 clusters Score -1586890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1586890.875000 Penalty: 4754.740234
	Iteration 34Q: 3 clusters Score -1586891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1586900.875000 Penalty: 4754.740234
	Iteration 35Q: 3 clusters Score -1586901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1586901.125000 Penalty: 4754.740234
	Iteration 36Q: 3 clusters Score -1586901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1586902.500000 Penalty: 4754.740234
	Iteration 37Q: 3 clusters Score -1586902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1586899.875000 Penalty: 4754.740234
	Iteration 38Q: 3 clusters Score -1586900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1586902.500000 Penalty: 4754.740234
	Iteration 39Q: 3 clusters Score -1586902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1586907.875000 Penalty: 4754.740234
	Iteration 40F: 3 clusters Score -1586908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1586907.250000 Penalty: 4754.740234
	Iteration 41Q: 3 clusters Score -1586907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1586905.750000 Penalty: 4754.740234
	Iteration 42Q: 3 clusters Score -1586906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1586908.125000 Penalty: 4754.740234
	Iteration 43Q: 3 clusters Score -1586908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1586908.125000 Penalty: 4754.740234
	Iteration 44F: 3 clusters Score -1586908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70165.218750 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70165.22 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70657.804688 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70657.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71021.726562 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -71021.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71207.937500 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -71207.94 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71336.976562 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -71336.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71406.703125 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -71406.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71472.109375 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71472.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71523.375000 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71523.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71615.648438 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -71615.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71796.812500 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -71796.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71958.210938 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -71958.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72003.664062 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -72003.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72049.539062 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -72049.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -72114.523438 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -72114.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -72141.843750 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -72141.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72199.039062 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -72199.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -72241.289062 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -72241.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -72293.398438 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -72293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -72372.250000 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -72372.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -72401.398438 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -72401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -72420.250000 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -72420.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 196929 members 
Mstep: Class 3 contains 266644 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 29731 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35455 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66853 members 
Mstep: Class 13 contains 15561 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 411695 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46251 members 
Mstep: Class 21 contains 319666 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 154 members 
Entering Unmasked Estep 
Score: -158371008.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158372464.000000 to -158371008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (411695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411695 members 
Entering Unmasked Estep 
Score: -43498044.000000 Penalty: 3206.153320
	Iteration 0F: 2 clusters Score -4.349804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205572 members 
Mstep: Class 2 contains 206123 members 
Entering Unmasked Estep 
Score: -43251448.000000 Penalty: 6412.306641
	Iteration 0F: 3 clusters Score -4.325145e+07 nChanged 200497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -43370652.000000 Penalty: 6412.306641
	Iteration 1F: 3 clusters Score -4.337065e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194984 members 
Mstep: Class 2 contains 216711 members 
Entering Unmasked Estep 
Score: -43372092.000000 Penalty: 6412.306641
	Iteration 2Q: 3 clusters Score -4.337209e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188223 members 
Mstep: Class 2 contains 223472 members 
Entering Unmasked Estep 
Score: -43374364.000000 Penalty: 6412.306641
	Iteration 3Q: 3 clusters Score -4.337436e+07 nChanged 12451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 233821 members 
Entering Unmasked Estep 
Score: -43378024.000000 Penalty: 6412.306641
	Iteration 4Q: 3 clusters Score -4.337802e+07 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 249250 members 
Entering Unmasked Estep 
Score: -43385208.000000 Penalty: 6412.306641
	Iteration 5Q: 3 clusters Score -4.338521e+07 nChanged 22655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140270 members 
Mstep: Class 2 contains 271425 members 
Entering Unmasked Estep 
Score: -43398808.000000 Penalty: 6412.306641
	Iteration 6F: 3 clusters Score -4.339881e+07 nChanged 29751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 301002 members 
Entering Unmasked Estep 
Score: -43421368.000000 Penalty: 6412.306641
	Iteration 7F: 3 clusters Score -4.342137e+07 nChanged 34360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 335332 members 
Entering Unmasked Estep 
Score: -43449508.000000 Penalty: 6412.306641
	Iteration 8F: 3 clusters Score -4.344951e+07 nChanged 31260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 366574 members 
Entering Unmasked Estep 
Score: -43471076.000000 Penalty: 6412.306641
	Iteration 9F: 3 clusters Score -4.347108e+07 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 387429 members 
Entering Unmasked Estep 
Score: -43482788.000000 Penalty: 6412.306641
	Iteration 10F: 3 clusters Score -4.348279e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 398800 members 
Entering Unmasked Estep 
Score: -43488548.000000 Penalty: 6412.306641
	Iteration 11Q: 3 clusters Score -4.348855e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 404421 members 
Entering Unmasked Estep 
Score: -43491448.000000 Penalty: 6412.306641
	Iteration 12Q: 3 clusters Score -4.349145e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 407308 members 
Entering Unmasked Estep 
Score: -43493184.000000 Penalty: 6412.306641
	Iteration 13Q: 3 clusters Score -4.349318e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 408824 members 
Entering Unmasked Estep 
Score: -43494104.000000 Penalty: 6412.306641
	Iteration 14Q: 3 clusters Score -4.34941e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 409625 members 
Entering Unmasked Estep 
Score: -43494680.000000 Penalty: 6412.306641
	Iteration 15Q: 3 clusters Score -4.349468e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 410036 members 
Entering Unmasked Estep 
Score: -43494824.000000 Penalty: 6412.306641
	Iteration 16Q: 3 clusters Score -4.349482e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 410280 members 
Entering Unmasked Estep 
Score: -43494860.000000 Penalty: 6412.306641
	Iteration 17Q: 3 clusters Score -4.349486e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 410445 members 
Entering Unmasked Estep 
Score: -43494968.000000 Penalty: 6412.306641
	Iteration 18Q: 3 clusters Score -4.349497e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 410555 members 
Entering Unmasked Estep 
Score: -43495032.000000 Penalty: 6412.306641
	Iteration 19Q: 3 clusters Score -4.349503e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 410623 members 
Entering Unmasked Estep 
Score: -43495100.000000 Penalty: 6412.306641
	Iteration 20F: 3 clusters Score -4.34951e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 410664 members 
Entering Unmasked Estep 
Score: -43495080.000000 Penalty: 6412.306641
	Iteration 21Q: 3 clusters Score -4.349508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 410693 members 
Entering Unmasked Estep 
Score: -43495024.000000 Penalty: 6412.306641
	Iteration 22Q: 3 clusters Score -4.349502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 410713 members 
Entering Unmasked Estep 
Score: -43495040.000000 Penalty: 6412.306641
	Iteration 23Q: 3 clusters Score -4.349504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 410734 members 
Entering Unmasked Estep 
Score: -43495036.000000 Penalty: 6412.306641
	Iteration 24Q: 3 clusters Score -4.349504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 410748 members 
Entering Unmasked Estep 
Score: -43495084.000000 Penalty: 6412.306641
	Iteration 25Q: 3 clusters Score -4.349508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 410757 members 
Entering Unmasked Estep 
Score: -43495084.000000 Penalty: 6412.306641
	Iteration 26Q: 3 clusters Score -4.349508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 410766 members 
Entering Unmasked Estep 
Score: -43495064.000000 Penalty: 6412.306641
	Iteration 27Q: 3 clusters Score -4.349506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 410779 members 
Entering Unmasked Estep 
Score: -43495060.000000 Penalty: 6412.306641
	Iteration 28Q: 3 clusters Score -4.349506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 410786 members 
Entering Unmasked Estep 
Score: -43495056.000000 Penalty: 6412.306641
	Iteration 29Q: 3 clusters Score -4.349506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 410793 members 
Entering Unmasked Estep 
Score: -43495084.000000 Penalty: 6412.306641
	Iteration 30Q: 3 clusters Score -4.349508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 410799 members 
Entering Unmasked Estep 
Score: -43495112.000000 Penalty: 6412.306641
	Iteration 31Q: 3 clusters Score -4.349511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 410806 members 
Entering Unmasked Estep 
Score: -43495136.000000 Penalty: 6412.306641
	Iteration 32Q: 3 clusters Score -4.349514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 410815 members 
Entering Unmasked Estep 
Score: -43495124.000000 Penalty: 6412.306641
	Iteration 33Q: 3 clusters Score -4.349512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 410821 members 
Entering Unmasked Estep 
Score: -43495152.000000 Penalty: 6412.306641
	Iteration 34Q: 3 clusters Score -4.349515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 410828 members 
Entering Unmasked Estep 
Score: -43495136.000000 Penalty: 6412.306641
	Iteration 35Q: 3 clusters Score -4.349514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 410833 members 
Entering Unmasked Estep 
Score: -43495180.000000 Penalty: 6412.306641
	Iteration 36Q: 3 clusters Score -4.349518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 410845 members 
Entering Unmasked Estep 
Score: -43495192.000000 Penalty: 6412.306641
	Iteration 37Q: 3 clusters Score -4.349519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 410856 members 
Entering Unmasked Estep 
Score: -43495180.000000 Penalty: 6412.306641
	Iteration 38Q: 3 clusters Score -4.349518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 410865 members 
Entering Unmasked Estep 
Score: -43495192.000000 Penalty: 6412.306641
	Iteration 39Q: 3 clusters Score -4.349519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 410868 members 
Entering Unmasked Estep 
Score: -43495184.000000 Penalty: 6412.306641
	Iteration 40F: 3 clusters Score -4.349518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 410875 members 
Entering Unmasked Estep 
Score: -43495208.000000 Penalty: 6412.306641
	Iteration 41Q: 3 clusters Score -4.349521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 410878 members 
Entering Unmasked Estep 
Score: -43495200.000000 Penalty: 6412.306641
	Iteration 42Q: 3 clusters Score -4.34952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 410881 members 
Entering Unmasked Estep 
Score: -43495188.000000 Penalty: 6412.306641
	Iteration 43Q: 3 clusters Score -4.349519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 410882 members 
Entering Unmasked Estep 
Score: -43495196.000000 Penalty: 6412.306641
	Iteration 44Q: 3 clusters Score -4.34952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 410882 members 
Entering Unmasked Estep 
Score: -43495196.000000 Penalty: 6412.306641
	Iteration 45F: 3 clusters Score -4.34952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -354769.062500 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -354769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -351162.437500 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -351162.4 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -352038.906250 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -352038.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -352266.500000 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -352266.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -352401.562500 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -352401.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -352506.437500 Penalty: 4059.519043
	Iteration 4Q: 3 clusters Score -352506.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -352585.875000 Penalty: 4059.519043
	Iteration 5Q: 3 clusters Score -352585.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -352638.218750 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -352638.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -352687.312500 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -352687.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -352737.843750 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -352737.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -352780.187500 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -352780.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -352814.000000 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -352814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -352839.312500 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -352839.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -352863.312500 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -352863.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -352881.468750 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -352881.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -352902.781250 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -352902.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -352920.781250 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -352920.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -352940.937500 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -352940.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -352958.000000 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -352958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -352968.125000 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -352968.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -352972.937500 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -352972.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -352979.625000 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -352979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -352987.718750 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -352987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -352994.562500 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -352994.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -353008.593750 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -353008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -353018.750000 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -353018.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -353028.656250 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -353028.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -353034.781250 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -353034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -353040.156250 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -353040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -353043.750000 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -353043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -353052.000000 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -353052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -353057.875000 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -353057.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -353066.625000 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -353066.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -353073.156250 Penalty: 4059.519043
	Iteration 32Q: 3 clusters Score -353073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -353080.093750 Penalty: 4059.519043
	Iteration 33Q: 3 clusters Score -353080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -353087.937500 Penalty: 4059.519043
	Iteration 34Q: 3 clusters Score -353087.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -353096.062500 Penalty: 4059.519043
	Iteration 35Q: 3 clusters Score -353096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -353105.718750 Penalty: 4059.519043
	Iteration 36Q: 3 clusters Score -353105.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -353117.437500 Penalty: 4059.519043
	Iteration 37Q: 3 clusters Score -353117.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -353125.281250 Penalty: 4059.519043
	Iteration 38Q: 3 clusters Score -353125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -353133.156250 Penalty: 4059.519043
	Iteration 39Q: 3 clusters Score -353133.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -353145.500000 Penalty: 4059.519043
	Iteration 40F: 3 clusters Score -353145.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -353153.562500 Penalty: 4059.519043
	Iteration 41Q: 3 clusters Score -353153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -353156.437500 Penalty: 4059.519043
	Iteration 42Q: 3 clusters Score -353156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -353159.906250 Penalty: 4059.519043
	Iteration 43Q: 3 clusters Score -353159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -353161.531250 Penalty: 4059.519043
	Iteration 44Q: 3 clusters Score -353161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -353161.656250 Penalty: 4059.519043
	Iteration 45Q: 3 clusters Score -353161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -353161.812500 Penalty: 4059.519043
	Iteration 46Q: 3 clusters Score -353161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -353165.281250 Penalty: 4059.519043
	Iteration 47Q: 3 clusters Score -353165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -353167.406250 Penalty: 4059.519043
	Iteration 48Q: 3 clusters Score -353167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -353168.718750 Penalty: 4059.519043
	Iteration 49Q: 3 clusters Score -353168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -353171.562500 Penalty: 4059.519043
	Iteration 50Q: 3 clusters Score -353171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -353175.031250 Penalty: 4059.519043
	Iteration 51Q: 3 clusters Score -353175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -353178.656250 Penalty: 4059.519043
	Iteration 52Q: 3 clusters Score -353178.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -353182.250000 Penalty: 4059.519043
	Iteration 53Q: 3 clusters Score -353182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -353184.437500 Penalty: 4059.519043
	Iteration 54Q: 3 clusters Score -353184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -353188.500000 Penalty: 4059.519043
	Iteration 55Q: 3 clusters Score -353188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -353192.218750 Penalty: 4059.519043
	Iteration 56Q: 3 clusters Score -353192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -353194.468750 Penalty: 4059.519043
	Iteration 57Q: 3 clusters Score -353194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -353195.781250 Penalty: 4059.519043
	Iteration 58Q: 3 clusters Score -353195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -353197.218750 Penalty: 4059.519043
	Iteration 59Q: 3 clusters Score -353197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -353198.781250 Penalty: 4059.519043
	Iteration 60F: 3 clusters Score -353198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -353200.562500 Penalty: 4059.519043
	Iteration 61Q: 3 clusters Score -353200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -353201.125000 Penalty: 4059.519043
	Iteration 62Q: 3 clusters Score -353201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -353203.781250 Penalty: 4059.519043
	Iteration 63Q: 3 clusters Score -353203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -353205.187500 Penalty: 4059.519043
	Iteration 64Q: 3 clusters Score -353205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -353206.500000 Penalty: 4059.519043
	Iteration 65Q: 3 clusters Score -353206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -353207.156250 Penalty: 4059.519043
	Iteration 66Q: 3 clusters Score -353207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -353208.468750 Penalty: 4059.519043
	Iteration 67Q: 3 clusters Score -353208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -353209.437500 Penalty: 4059.519043
	Iteration 68Q: 3 clusters Score -353209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -353210.125000 Penalty: 4059.519043
	Iteration 69Q: 3 clusters Score -353210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -353211.343750 Penalty: 4059.519043
	Iteration 70Q: 3 clusters Score -353211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -353211.687500 Penalty: 4059.519043
	Iteration 71Q: 3 clusters Score -353211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -353211.687500 Penalty: 4059.519043
	Iteration 72F: 3 clusters Score -353211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41733.253906 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41733.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41987.007812 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41987.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42075.890625 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -42075.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42143.472656 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42143.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42197.070312 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42197.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42213.035156 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42213.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42217.867188 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42217.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42223.152344 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42223.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42228.191406 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42228.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42242.007812 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42242.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42251.445312 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42251.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42254.980469 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42254.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42256.210938 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42256.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42257.406250 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42257.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42259.160156 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42259.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42261.042969 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -42261.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42261.042969 Penalty: 3081.452637
	Iteration 16F: 3 clusters Score -42261.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Entering Unmasked Estep 
Score: -4977509.000000 Penalty: 2663.975830
	Iteration 0F: 2 clusters Score -4977509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4946274.000000 Penalty: 5327.951660
	Iteration 0F: 3 clusters Score -4946274 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4958184.500000 Penalty: 5327.951660
	Iteration 1F: 3 clusters Score -4958184 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4958826.000000 Penalty: 5327.951660
	Iteration 2Q: 3 clusters Score -4958826 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4959547.500000 Penalty: 5327.951660
	Iteration 3Q: 3 clusters Score -4959548 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4960421.000000 Penalty: 5327.951660
	Iteration 4Q: 3 clusters Score -4960421 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4961578.000000 Penalty: 5327.951660
	Iteration 5Q: 3 clusters Score -4961578 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4963231.000000 Penalty: 5327.951660
	Iteration 6F: 3 clusters Score -4963231 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4965349.000000 Penalty: 5327.951660
	Iteration 7F: 3 clusters Score -4965349 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4967731.000000 Penalty: 5327.951660
	Iteration 8F: 3 clusters Score -4967731 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4970106.000000 Penalty: 5327.951660
	Iteration 9F: 3 clusters Score -4970106 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -4971895.000000 Penalty: 5327.951660
	Iteration 10Q: 3 clusters Score -4971895 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4973140.000000 Penalty: 5327.951660
	Iteration 11Q: 3 clusters Score -4973140 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4973906.000000 Penalty: 5327.951660
	Iteration 12Q: 3 clusters Score -4973906 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4974411.500000 Penalty: 5327.951660
	Iteration 13Q: 3 clusters Score -4974412 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4974716.500000 Penalty: 5327.951660
	Iteration 14Q: 3 clusters Score -4974716 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4974965.000000 Penalty: 5327.951660
	Iteration 15Q: 3 clusters Score -4974965 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4975141.000000 Penalty: 5327.951660
	Iteration 16Q: 3 clusters Score -4975141 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4975257.000000 Penalty: 5327.951660
	Iteration 17Q: 3 clusters Score -4975257 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4975394.500000 Penalty: 5327.951660
	Iteration 18Q: 3 clusters Score -4975394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4975468.500000 Penalty: 5327.951660
	Iteration 19Q: 3 clusters Score -4975468 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4975526.500000 Penalty: 5327.951660
	Iteration 20F: 3 clusters Score -4975526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4975560.000000 Penalty: 5327.951660
	Iteration 21Q: 3 clusters Score -4975560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4975605.500000 Penalty: 5327.951660
	Iteration 22Q: 3 clusters Score -4975606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4975649.000000 Penalty: 5327.951660
	Iteration 23Q: 3 clusters Score -4975649 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4975672.000000 Penalty: 5327.951660
	Iteration 24Q: 3 clusters Score -4975672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4975686.500000 Penalty: 5327.951660
	Iteration 25Q: 3 clusters Score -4975686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4975707.000000 Penalty: 5327.951660
	Iteration 26Q: 3 clusters Score -4975707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4975738.000000 Penalty: 5327.951660
	Iteration 27Q: 3 clusters Score -4975738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4975750.500000 Penalty: 5327.951660
	Iteration 28Q: 3 clusters Score -4975750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4975772.500000 Penalty: 5327.951660
	Iteration 29Q: 3 clusters Score -4975772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4975777.000000 Penalty: 5327.951660
	Iteration 30Q: 3 clusters Score -4975777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4975784.000000 Penalty: 5327.951660
	Iteration 31Q: 3 clusters Score -4975784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4975801.000000 Penalty: 5327.951660
	Iteration 32Q: 3 clusters Score -4975801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4975803.500000 Penalty: 5327.951660
	Iteration 33Q: 3 clusters Score -4975804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4975806.500000 Penalty: 5327.951660
	Iteration 34Q: 3 clusters Score -4975806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4975816.000000 Penalty: 5327.951660
	Iteration 35Q: 3 clusters Score -4975816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4975821.500000 Penalty: 5327.951660
	Iteration 36Q: 3 clusters Score -4975822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4975830.500000 Penalty: 5327.951660
	Iteration 37Q: 3 clusters Score -4975830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4975841.500000 Penalty: 5327.951660
	Iteration 38Q: 3 clusters Score -4975842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4975836.000000 Penalty: 5327.951660
	Iteration 39Q: 3 clusters Score -4975836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4975842.000000 Penalty: 5327.951660
	Iteration 40F: 3 clusters Score -4975842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4975847.000000 Penalty: 5327.951660
	Iteration 41Q: 3 clusters Score -4975847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4975847.000000 Penalty: 5327.951660
	Iteration 42Q: 3 clusters Score -4975847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4975854.000000 Penalty: 5327.951660
	Iteration 43Q: 3 clusters Score -4975854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4975854.500000 Penalty: 5327.951660
	Iteration 44Q: 3 clusters Score -4975854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4975852.500000 Penalty: 5327.951660
	Iteration 45Q: 3 clusters Score -4975852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4975854.500000 Penalty: 5327.951660
	Iteration 46Q: 3 clusters Score -4975854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4975858.000000 Penalty: 5327.951660
	Iteration 47Q: 3 clusters Score -4975858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4975859.500000 Penalty: 5327.951660
	Iteration 48Q: 3 clusters Score -4975860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4975857.000000 Penalty: 5327.951660
	Iteration 49Q: 3 clusters Score -4975857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4975860.500000 Penalty: 5327.951660
	Iteration 50Q: 3 clusters Score -4975860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4975862.000000 Penalty: 5327.951660
	Iteration 51Q: 3 clusters Score -4975862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4975856.500000 Penalty: 5327.951660
	Iteration 52Q: 3 clusters Score -4975856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4975853.000000 Penalty: 5327.951660
	Iteration 53Q: 3 clusters Score -4975853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4975860.000000 Penalty: 5327.951660
	Iteration 54Q: 3 clusters Score -4975860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4975863.500000 Penalty: 5327.951660
	Iteration 55Q: 3 clusters Score -4975864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4975862.000000 Penalty: 5327.951660
	Iteration 56Q: 3 clusters Score -4975862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4975866.000000 Penalty: 5327.951660
	Iteration 57Q: 3 clusters Score -4975866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4975869.500000 Penalty: 5327.951660
	Iteration 58Q: 3 clusters Score -4975870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4975874.000000 Penalty: 5327.951660
	Iteration 59Q: 3 clusters Score -4975874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4975875.500000 Penalty: 5327.951660
	Iteration 60F: 3 clusters Score -4975876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4975872.500000 Penalty: 5327.951660
	Iteration 61Q: 3 clusters Score -4975872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4975870.500000 Penalty: 5327.951660
	Iteration 62Q: 3 clusters Score -4975870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4975877.500000 Penalty: 5327.951660
	Iteration 63Q: 3 clusters Score -4975878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4975883.500000 Penalty: 5327.951660
	Iteration 64Q: 3 clusters Score -4975884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4975883.000000 Penalty: 5327.951660
	Iteration 65Q: 3 clusters Score -4975883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4975886.500000 Penalty: 5327.951660
	Iteration 66Q: 3 clusters Score -4975886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4975898.500000 Penalty: 5327.951660
	Iteration 67Q: 3 clusters Score -4975898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4975897.500000 Penalty: 5327.951660
	Iteration 68Q: 3 clusters Score -4975898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4975911.000000 Penalty: 5327.951660
	Iteration 69Q: 3 clusters Score -4975911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4975906.000000 Penalty: 5327.951660
	Iteration 70Q: 3 clusters Score -4975906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4975915.500000 Penalty: 5327.951660
	Iteration 71Q: 3 clusters Score -4975916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4975911.000000 Penalty: 5327.951660
	Iteration 72Q: 3 clusters Score -4975911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4975904.000000 Penalty: 5327.951660
	Iteration 73Q: 3 clusters Score -4975904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4975908.500000 Penalty: 5327.951660
	Iteration 74Q: 3 clusters Score -4975908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4975899.500000 Penalty: 5327.951660
	Iteration 75Q: 3 clusters Score -4975900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4975903.500000 Penalty: 5327.951660
	Iteration 76Q: 3 clusters Score -4975904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4975900.500000 Penalty: 5327.951660
	Iteration 77Q: 3 clusters Score -4975900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4975903.500000 Penalty: 5327.951660
	Iteration 78Q: 3 clusters Score -4975904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4975899.500000 Penalty: 5327.951660
	Iteration 79Q: 3 clusters Score -4975900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4975906.500000 Penalty: 5327.951660
	Iteration 80F: 3 clusters Score -4975906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4975898.500000 Penalty: 5327.951660
	Iteration 81Q: 3 clusters Score -4975898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4975903.000000 Penalty: 5327.951660
	Iteration 82Q: 3 clusters Score -4975903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4975902.500000 Penalty: 5327.951660
	Iteration 83Q: 3 clusters Score -4975902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4975900.000000 Penalty: 5327.951660
	Iteration 84Q: 3 clusters Score -4975900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4975909.500000 Penalty: 5327.951660
	Iteration 85Q: 3 clusters Score -4975910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4975913.000000 Penalty: 5327.951660
	Iteration 86Q: 3 clusters Score -4975913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4975913.000000 Penalty: 5327.951660
	Iteration 87Q: 3 clusters Score -4975913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4975914.500000 Penalty: 5327.951660
	Iteration 88Q: 3 clusters Score -4975914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4975916.000000 Penalty: 5327.951660
	Iteration 89Q: 3 clusters Score -4975916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4975915.500000 Penalty: 5327.951660
	Iteration 90Q: 3 clusters Score -4975916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4975921.500000 Penalty: 5327.951660
	Iteration 91Q: 3 clusters Score -4975922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4975923.000000 Penalty: 5327.951660
	Iteration 92Q: 3 clusters Score -4975923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4975912.500000 Penalty: 5327.951660
	Iteration 93Q: 3 clusters Score -4975912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4975915.000000 Penalty: 5327.951660
	Iteration 94Q: 3 clusters Score -4975915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4975921.000000 Penalty: 5327.951660
	Iteration 95Q: 3 clusters Score -4975921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4975915.500000 Penalty: 5327.951660
	Iteration 96Q: 3 clusters Score -4975916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4975921.000000 Penalty: 5327.951660
	Iteration 97Q: 3 clusters Score -4975921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4975923.500000 Penalty: 5327.951660
	Iteration 98Q: 3 clusters Score -4975924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4975922.000000 Penalty: 5327.951660
	Iteration 99Q: 3 clusters Score -4975922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4975922.000000 Penalty: 5327.951660
	Iteration 100F: 3 clusters Score -4975922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (319666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319666 members 
Entering Unmasked Estep 
Score: -33954624.000000 Penalty: 3143.407959
	Iteration 0F: 2 clusters Score -3.395462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -33748216.000000 Penalty: 6286.815918
	Iteration 0F: 3 clusters Score -3.374822e+07 nChanged 154996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 153299 members 
Entering Unmasked Estep 
Score: -33840424.000000 Penalty: 6286.815918
	Iteration 1F: 3 clusters Score -3.384042e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 148935 members 
Entering Unmasked Estep 
Score: -33842368.000000 Penalty: 6286.815918
	Iteration 2Q: 3 clusters Score -3.384237e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -33845092.000000 Penalty: 6286.815918
	Iteration 3Q: 3 clusters Score -3.384509e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -33849748.000000 Penalty: 6286.815918
	Iteration 4Q: 3 clusters Score -3.384975e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202803 members 
Mstep: Class 2 contains 116863 members 
Entering Unmasked Estep 
Score: -33858128.000000 Penalty: 6286.815918
	Iteration 5F: 3 clusters Score -3.385813e+07 nChanged 21252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222899 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -33872040.000000 Penalty: 6286.815918
	Iteration 6F: 3 clusters Score -3.387204e+07 nChanged 24070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246177 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -33890232.000000 Penalty: 6286.815918
	Iteration 7F: 3 clusters Score -3.389023e+07 nChanged 22637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268228 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -33909644.000000 Penalty: 6286.815918
	Iteration 8F: 3 clusters Score -3.390964e+07 nChanged 17491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285325 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -33924432.000000 Penalty: 6286.815918
	Iteration 9F: 3 clusters Score -3.392443e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296992 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -33934032.000000 Penalty: 6286.815918
	Iteration 10Q: 3 clusters Score -3.393403e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304894 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -33940476.000000 Penalty: 6286.815918
	Iteration 11Q: 3 clusters Score -3.394048e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310143 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -33944588.000000 Penalty: 6286.815918
	Iteration 12Q: 3 clusters Score -3.394459e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313667 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -33947336.000000 Penalty: 6286.815918
	Iteration 13Q: 3 clusters Score -3.394734e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315855 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -33948948.000000 Penalty: 6286.815918
	Iteration 14Q: 3 clusters Score -3.394895e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317152 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -33950100.000000 Penalty: 6286.815918
	Iteration 15Q: 3 clusters Score -3.39501e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317875 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -33950852.000000 Penalty: 6286.815918
	Iteration 16Q: 3 clusters Score -3.395085e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318290 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -33951256.000000 Penalty: 6286.815918
	Iteration 17Q: 3 clusters Score -3.395126e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318543 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -33951568.000000 Penalty: 6286.815918
	Iteration 18Q: 3 clusters Score -3.395157e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318700 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -33951676.000000 Penalty: 6286.815918
	Iteration 19Q: 3 clusters Score -3.395168e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318797 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -33951748.000000 Penalty: 6286.815918
	Iteration 20F: 3 clusters Score -3.395175e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318872 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -33951780.000000 Penalty: 6286.815918
	Iteration 21Q: 3 clusters Score -3.395178e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318919 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -33951852.000000 Penalty: 6286.815918
	Iteration 22Q: 3 clusters Score -3.395185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318941 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -33951852.000000 Penalty: 6286.815918
	Iteration 23Q: 3 clusters Score -3.395185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318960 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -33951860.000000 Penalty: 6286.815918
	Iteration 24Q: 3 clusters Score -3.395186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318970 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -33951876.000000 Penalty: 6286.815918
	Iteration 25Q: 3 clusters Score -3.395188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318989 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -33951880.000000 Penalty: 6286.815918
	Iteration 26Q: 3 clusters Score -3.395188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319006 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33951900.000000 Penalty: 6286.815918
	Iteration 27Q: 3 clusters Score -3.39519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319021 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33951932.000000 Penalty: 6286.815918
	Iteration 28Q: 3 clusters Score -3.395193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319039 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -33951952.000000 Penalty: 6286.815918
	Iteration 29Q: 3 clusters Score -3.395195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319051 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -33951928.000000 Penalty: 6286.815918
	Iteration 30Q: 3 clusters Score -3.395193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319061 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -33951948.000000 Penalty: 6286.815918
	Iteration 31Q: 3 clusters Score -3.395195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319070 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -33951960.000000 Penalty: 6286.815918
	Iteration 32Q: 3 clusters Score -3.395196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319076 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -33951988.000000 Penalty: 6286.815918
	Iteration 33Q: 3 clusters Score -3.395199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319080 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -33951988.000000 Penalty: 6286.815918
	Iteration 34Q: 3 clusters Score -3.395199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319084 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -33951988.000000 Penalty: 6286.815918
	Iteration 35Q: 3 clusters Score -3.395199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319087 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -33952000.000000 Penalty: 6286.815918
	Iteration 36Q: 3 clusters Score -3.3952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -33952000.000000 Penalty: 6286.815918
	Iteration 37Q: 3 clusters Score -3.3952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319094 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -33952020.000000 Penalty: 6286.815918
	Iteration 38Q: 3 clusters Score -3.395202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319097 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -33952016.000000 Penalty: 6286.815918
	Iteration 39Q: 3 clusters Score -3.395202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319100 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33952004.000000 Penalty: 6286.815918
	Iteration 40F: 3 clusters Score -3.3952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319099 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -33952004.000000 Penalty: 6286.815918
	Iteration 41Q: 3 clusters Score -3.3952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319101 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33951996.000000 Penalty: 6286.815918
	Iteration 42Q: 3 clusters Score -3.3952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319104 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -33952012.000000 Penalty: 6286.815918
	Iteration 43Q: 3 clusters Score -3.395201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319106 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -33952004.000000 Penalty: 6286.815918
	Iteration 44Q: 3 clusters Score -3.3952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319106 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -33952004.000000 Penalty: 6286.815918
	Iteration 45F: 3 clusters Score -3.3952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45277.265625 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -45277.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43815.593750 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -43815.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43960.792969 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -43960.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44011.621094 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -44011.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44032.382812 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -44032.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44037.566406 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -44037.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44037.566406 Penalty: 3067.337891
	Iteration 5F: 3 clusters Score -44037.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -108145.500000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -108145.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106118.070312 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -106118.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106437.882812 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -106437.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106522.828125 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -106522.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106572.531250 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -106572.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -106615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106638.671875 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -106638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106652.085938 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -106652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106654.093750 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -106654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106657.687500 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -106657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106659.718750 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -106659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106664.195312 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -106664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106668.148438 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -106668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106670.625000 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -106670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106673.140625 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -106673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106674.125000 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -106674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106675.351562 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -106675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -106677.414062 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -106677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106680.187500 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -106680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106685.085938 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -106685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106688.640625 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -106688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106691.531250 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -106691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78169.601562 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78169.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78527.968750 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78527.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78728.578125 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78728.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78870.554688 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -78870.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78963.195312 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -78963.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79025.898438 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -79025.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79072.531250 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -79072.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79107.265625 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79107.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79139.265625 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79139.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79183.546875 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79183.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79219.148438 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -79219.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79277.984375 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -79277.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79385.843750 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -79385.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79625.343750 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -79625.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79796.640625 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -79796.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79893.945312 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -79893.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80060.226562 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80060.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80426.773438 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80426.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80487.203125 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80487.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80544.640625 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80544.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80628.031250 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80628.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80685.585938 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -80685.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80685.585938 Penalty: 3376.187500
	Iteration 22F: 3 clusters Score -80685.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 196929 members 
Mstep: Class 3 contains 266644 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 29731 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35455 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66853 members 
Mstep: Class 13 contains 15561 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411695 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46251 members 
Mstep: Class 21 contains 319666 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
Score: -158370944.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158372464.000000 to -158370944.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 196929 members 
Mstep: Class 3 contains 266644 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 29731 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35455 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66853 members 
Mstep: Class 13 contains 15561 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411695 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46251 members 
Mstep: Class 21 contains 319666 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372320.000000 Penalty: 84740.203125
Iteration 359Q: 25 clusters Score -1.583723e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 196988 members 
Mstep: Class 3 contains 266687 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28836 members 
Mstep: Class 8 contains 29725 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35457 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66859 members 
Mstep: Class 13 contains 15554 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 14606 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411704 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46254 members 
Mstep: Class 21 contains 319499 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372704.000000 Penalty: 84740.203125
Iteration 360F: 25 clusters Score -1.583727e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 197049 members 
Mstep: Class 3 contains 266716 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 28834 members 
Mstep: Class 8 contains 29728 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35458 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66871 members 
Mstep: Class 13 contains 15549 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 14653 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411725 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46261 members 
Mstep: Class 21 contains 319309 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372432.000000 Penalty: 84740.203125
Iteration 361Q: 25 clusters Score -1.583724e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 197113 members 
Mstep: Class 3 contains 266734 members 
Mstep: Class 4 contains 9581 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29729 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35464 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66883 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 14700 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411751 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46265 members 
Mstep: Class 21 contains 319128 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372560.000000 Penalty: 84740.203125
Iteration 362Q: 25 clusters Score -1.583726e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 197191 members 
Mstep: Class 3 contains 266764 members 
Mstep: Class 4 contains 9577 members 
Mstep: Class 5 contains 6495 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29732 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35470 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66893 members 
Mstep: Class 13 contains 15539 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411770 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46267 members 
Mstep: Class 21 contains 318922 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1124 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372448.000000 Penalty: 84740.203125
Iteration 363Q: 25 clusters Score -1.583724e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 197278 members 
Mstep: Class 3 contains 266829 members 
Mstep: Class 4 contains 9572 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 29733 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35475 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66896 members 
Mstep: Class 13 contains 15534 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 14803 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411788 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46274 members 
Mstep: Class 21 contains 318685 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1124 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372160.000000 Penalty: 84740.203125
Iteration 364Q: 25 clusters Score -1.583722e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 197383 members 
Mstep: Class 3 contains 266886 members 
Mstep: Class 4 contains 9564 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 29741 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35483 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66906 members 
Mstep: Class 13 contains 15527 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 14832 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411782 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46279 members 
Mstep: Class 21 contains 318465 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1124 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371984.000000 Penalty: 84740.203125
Iteration 365Q: 25 clusters Score -1.58372e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 197476 members 
Mstep: Class 3 contains 266961 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 5 contains 6493 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 29739 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35486 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66919 members 
Mstep: Class 13 contains 15518 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 14867 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411791 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46287 members 
Mstep: Class 21 contains 318229 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1124 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372096.000000 Penalty: 84740.203125
Iteration 366Q: 25 clusters Score -1.583721e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 197588 members 
Mstep: Class 3 contains 267035 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 6493 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 28825 members 
Mstep: Class 8 contains 29740 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35499 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66931 members 
Mstep: Class 13 contains 15506 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 14911 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411803 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46288 members 
Mstep: Class 21 contains 317975 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1124 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372064.000000 Penalty: 84740.203125
Iteration 367Q: 25 clusters Score -1.583721e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 197700 members 
Mstep: Class 3 contains 267088 members 
Mstep: Class 4 contains 9546 members 
Mstep: Class 5 contains 6493 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29746 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35510 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66944 members 
Mstep: Class 13 contains 15499 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411823 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46294 members 
Mstep: Class 21 contains 317697 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371904.000000 Penalty: 84740.203125
Iteration 368Q: 25 clusters Score -1.583719e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 197806 members 
Mstep: Class 3 contains 267136 members 
Mstep: Class 4 contains 9539 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 29751 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35525 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66956 members 
Mstep: Class 13 contains 15493 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 15024 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411818 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46305 members 
Mstep: Class 21 contains 317436 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 84740.203125
Iteration 369Q: 25 clusters Score -1.583717e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 197926 members 
Mstep: Class 3 contains 267223 members 
Mstep: Class 4 contains 9534 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 28825 members 
Mstep: Class 8 contains 29752 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35537 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66970 members 
Mstep: Class 13 contains 15483 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 15087 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411825 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46304 members 
Mstep: Class 21 contains 317143 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372048.000000 Penalty: 84740.203125
Iteration 370Q: 25 clusters Score -1.58372e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 198062 members 
Mstep: Class 3 contains 267326 members 
Mstep: Class 4 contains 9536 members 
Mstep: Class 5 contains 6491 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 28818 members 
Mstep: Class 8 contains 29759 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35546 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66983 members 
Mstep: Class 13 contains 15476 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411823 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46306 members 
Mstep: Class 21 contains 316828 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 84740.203125
Iteration 371Q: 25 clusters Score -1.583717e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 198188 members 
Mstep: Class 3 contains 267414 members 
Mstep: Class 4 contains 9529 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 29773 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35558 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 66992 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 15215 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411800 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46321 members 
Mstep: Class 21 contains 316517 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1125 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 84740.203125
Iteration 372Q: 25 clusters Score -1.583718e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 267525 members 
Mstep: Class 4 contains 9524 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 28813 members 
Mstep: Class 8 contains 29778 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67015 members 
Mstep: Class 13 contains 15463 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 15301 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411764 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46336 members 
Mstep: Class 21 contains 316171 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1125 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371648.000000 Penalty: 84740.203125
Iteration 373Q: 25 clusters Score -1.583716e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 198470 members 
Mstep: Class 3 contains 267631 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 29789 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35584 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67032 members 
Mstep: Class 13 contains 15458 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 15380 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411757 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46345 members 
Mstep: Class 21 contains 315795 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1125 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371696.000000 Penalty: 84740.203125
Iteration 374Q: 25 clusters Score -1.583717e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 198659 members 
Mstep: Class 3 contains 267754 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28820 members 
Mstep: Class 8 contains 29800 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67044 members 
Mstep: Class 13 contains 15455 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411741 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46350 members 
Mstep: Class 21 contains 315380 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371408.000000 Penalty: 84740.203125
Iteration 375Q: 25 clusters Score -1.583714e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 198853 members 
Mstep: Class 3 contains 267866 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 28820 members 
Mstep: Class 8 contains 29813 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35605 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67060 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 15550 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411710 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46349 members 
Mstep: Class 21 contains 314952 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1127 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371168.000000 Penalty: 84740.203125
Iteration 376Q: 25 clusters Score -1.583712e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 199061 members 
Mstep: Class 3 contains 268011 members 
Mstep: Class 4 contains 9518 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 28818 members 
Mstep: Class 8 contains 29819 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35613 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67082 members 
Mstep: Class 13 contains 15445 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411686 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46355 members 
Mstep: Class 21 contains 314464 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1129 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370928.000000 Penalty: 84740.203125
Iteration 377Q: 25 clusters Score -1.583709e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 199259 members 
Mstep: Class 3 contains 268165 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29839 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35625 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67096 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 15775 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411647 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46368 members 
Mstep: Class 21 contains 313949 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370848.000000 Penalty: 84740.203125
Iteration 378Q: 25 clusters Score -1.583708e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 199464 members 
Mstep: Class 3 contains 268312 members 
Mstep: Class 4 contains 9508 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35633 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67108 members 
Mstep: Class 13 contains 15438 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411588 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46379 members 
Mstep: Class 21 contains 313473 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370640.000000 Penalty: 84740.203125
Iteration 379Q: 25 clusters Score -1.583706e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 199686 members 
Mstep: Class 3 contains 268445 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29887 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35645 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67123 members 
Mstep: Class 13 contains 15430 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 16012 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411529 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46381 members 
Mstep: Class 21 contains 312996 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370384.000000 Penalty: 84740.203125
Iteration 380F: 25 clusters Score -1.583704e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 199883 members 
Mstep: Class 3 contains 268569 members 
Mstep: Class 4 contains 9495 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28818 members 
Mstep: Class 8 contains 29903 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35666 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67142 members 
Mstep: Class 13 contains 15424 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 16147 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411489 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46373 members 
Mstep: Class 21 contains 312541 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370368.000000 Penalty: 84740.203125
Iteration 381Q: 25 clusters Score -1.583704e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 200109 members 
Mstep: Class 3 contains 268703 members 
Mstep: Class 4 contains 9476 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 29912 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35678 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67152 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 16290 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411411 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46368 members 
Mstep: Class 21 contains 312106 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370336.000000 Penalty: 84740.203125
Iteration 382Q: 25 clusters Score -1.583703e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 200331 members 
Mstep: Class 3 contains 268848 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 29921 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35696 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67173 members 
Mstep: Class 13 contains 15409 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 16441 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411347 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46372 members 
Mstep: Class 21 contains 311614 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370400.000000 Penalty: 84740.203125
Iteration 383Q: 25 clusters Score -1.583704e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 200549 members 
Mstep: Class 3 contains 268982 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 29924 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35711 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67189 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 16612 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411247 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46383 members 
Mstep: Class 21 contains 311151 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370096.000000 Penalty: 84740.203125
Iteration 384Q: 25 clusters Score -1.583701e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 200751 members 
Mstep: Class 3 contains 269112 members 
Mstep: Class 4 contains 9442 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28818 members 
Mstep: Class 8 contains 29930 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35734 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67203 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 16799 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411158 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46391 members 
Mstep: Class 21 contains 310675 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370128.000000 Penalty: 84740.203125
Iteration 385Q: 25 clusters Score -1.583701e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 200963 members 
Mstep: Class 3 contains 269240 members 
Mstep: Class 4 contains 9438 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 29932 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35757 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67215 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411086 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46393 members 
Mstep: Class 21 contains 310160 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370080.000000 Penalty: 84740.203125
Iteration 386Q: 25 clusters Score -1.583701e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 201179 members 
Mstep: Class 3 contains 269408 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28820 members 
Mstep: Class 8 contains 29939 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35774 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67224 members 
Mstep: Class 13 contains 15389 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 17248 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411005 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46400 members 
Mstep: Class 21 contains 309603 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369936.000000 Penalty: 84740.203125
Iteration 387Q: 25 clusters Score -1.583699e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 201388 members 
Mstep: Class 3 contains 269604 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 29945 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35797 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 17452 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410917 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46402 members 
Mstep: Class 21 contains 309066 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369536.000000 Penalty: 84740.203125
Iteration 388Q: 25 clusters Score -1.583695e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 201568 members 
Mstep: Class 3 contains 269785 members 
Mstep: Class 4 contains 9404 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35820 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67237 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410824 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46408 members 
Mstep: Class 21 contains 308537 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369552.000000 Penalty: 84740.203125
Iteration 389Q: 25 clusters Score -1.583696e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 201718 members 
Mstep: Class 3 contains 269954 members 
Mstep: Class 4 contains 9395 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29980 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35834 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67238 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 17930 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410761 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46411 members 
Mstep: Class 21 contains 307994 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369584.000000 Penalty: 84740.203125
Iteration 390Q: 25 clusters Score -1.583696e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 201889 members 
Mstep: Class 3 contains 270120 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 29999 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35851 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67236 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 18178 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410668 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46421 members 
Mstep: Class 21 contains 307476 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369648.000000 Penalty: 84740.203125
Iteration 391Q: 25 clusters Score -1.583696e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 202055 members 
Mstep: Class 3 contains 270287 members 
Mstep: Class 4 contains 9368 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 30011 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35866 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67234 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 18428 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410589 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46430 members 
Mstep: Class 21 contains 306963 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369808.000000 Penalty: 84740.203125
Iteration 392Q: 25 clusters Score -1.583698e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 202212 members 
Mstep: Class 3 contains 270480 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 30018 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35877 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67232 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410487 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46433 members 
Mstep: Class 21 contains 306453 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370000.000000 Penalty: 84740.203125
Iteration 393Q: 25 clusters Score -1.5837e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 202349 members 
Mstep: Class 3 contains 270698 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 28835 members 
Mstep: Class 8 contains 30034 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 35890 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67228 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410404 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46446 members 
Mstep: Class 21 contains 305919 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369904.000000 Penalty: 84740.203125
Iteration 394Q: 25 clusters Score -1.583699e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 202538 members 
Mstep: Class 3 contains 270873 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 30065 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35901 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67231 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 19240 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410313 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46444 members 
Mstep: Class 21 contains 305353 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369616.000000 Penalty: 84740.203125
Iteration 395Q: 25 clusters Score -1.583696e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 202765 members 
Mstep: Class 3 contains 271039 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 30092 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35914 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67238 members 
Mstep: Class 13 contains 15392 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 19529 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410203 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46450 members 
Mstep: Class 21 contains 304796 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369200.000000 Penalty: 84740.203125
Iteration 396Q: 25 clusters Score -1.583692e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 203005 members 
Mstep: Class 3 contains 271190 members 
Mstep: Class 4 contains 9254 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 30107 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35930 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67244 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410104 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46455 members 
Mstep: Class 21 contains 304213 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369184.000000 Penalty: 84740.203125
Iteration 397Q: 25 clusters Score -1.583692e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 203259 members 
Mstep: Class 3 contains 271358 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 30117 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35934 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67249 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 20087 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410006 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46452 members 
Mstep: Class 21 contains 303653 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369168.000000 Penalty: 84740.203125
Iteration 398Q: 25 clusters Score -1.583692e+08 nChanged 1680
Entering ConstructFrom: 
Score: -158369168.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (62044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Entering Unmasked Estep 
Score: -6687284.500000 Penalty: 2736.828613
	Iteration 0F: 2 clusters Score -6687284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -6645338.500000 Penalty: 5473.657227
	Iteration 0F: 3 clusters Score -6645338 nChanged 28991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -6661625.500000 Penalty: 5473.657227
	Iteration 1F: 3 clusters Score -6661626 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6662365.000000 Penalty: 5473.657227
	Iteration 2Q: 3 clusters Score -6662365 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -6663271.000000 Penalty: 5473.657227
	Iteration 3Q: 3 clusters Score -6663271 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -6664714.500000 Penalty: 5473.657227
	Iteration 4Q: 3 clusters Score -6664714 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -6667355.500000 Penalty: 5473.657227
	Iteration 5F: 3 clusters Score -6667356 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -6671164.500000 Penalty: 5473.657227
	Iteration 6F: 3 clusters Score -6671164 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -6675917.500000 Penalty: 5473.657227
	Iteration 7F: 3 clusters Score -6675918 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -6680234.500000 Penalty: 5473.657227
	Iteration 8F: 3 clusters Score -6680234 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -6682723.500000 Penalty: 5473.657227
	Iteration 9Q: 3 clusters Score -6682724 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -6683726.500000 Penalty: 5473.657227
	Iteration 10Q: 3 clusters Score -6683726 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -6684166.000000 Penalty: 5473.657227
	Iteration 11Q: 3 clusters Score -6684166 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -6684475.000000 Penalty: 5473.657227
	Iteration 12Q: 3 clusters Score -6684475 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -6684741.000000 Penalty: 5473.657227
	Iteration 13Q: 3 clusters Score -6684741 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -6684905.000000 Penalty: 5473.657227
	Iteration 14Q: 3 clusters Score -6684905 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -6685033.500000 Penalty: 5473.657227
	Iteration 15Q: 3 clusters Score -6685034 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -6685170.000000 Penalty: 5473.657227
	Iteration 16Q: 3 clusters Score -6685170 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -6685306.000000 Penalty: 5473.657227
	Iteration 17Q: 3 clusters Score -6685306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -6685405.000000 Penalty: 5473.657227
	Iteration 18Q: 3 clusters Score -6685405 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -6685493.000000 Penalty: 5473.657227
	Iteration 19Q: 3 clusters Score -6685493 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -6685562.000000 Penalty: 5473.657227
	Iteration 20F: 3 clusters Score -6685562 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -6685636.000000 Penalty: 5473.657227
	Iteration 21Q: 3 clusters Score -6685636 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -6685700.500000 Penalty: 5473.657227
	Iteration 22Q: 3 clusters Score -6685700 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -6685769.000000 Penalty: 5473.657227
	Iteration 23Q: 3 clusters Score -6685769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -6685800.000000 Penalty: 5473.657227
	Iteration 24Q: 3 clusters Score -6685800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -6685848.500000 Penalty: 5473.657227
	Iteration 25Q: 3 clusters Score -6685848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -6685875.000000 Penalty: 5473.657227
	Iteration 26Q: 3 clusters Score -6685875 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -6685902.500000 Penalty: 5473.657227
	Iteration 27Q: 3 clusters Score -6685902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -6685891.000000 Penalty: 5473.657227
	Iteration 28Q: 3 clusters Score -6685891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -6685884.500000 Penalty: 5473.657227
	Iteration 29Q: 3 clusters Score -6685884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -6685893.000000 Penalty: 5473.657227
	Iteration 30Q: 3 clusters Score -6685893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -6685904.000000 Penalty: 5473.657227
	Iteration 31Q: 3 clusters Score -6685904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -6685915.500000 Penalty: 5473.657227
	Iteration 32Q: 3 clusters Score -6685916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -6685917.000000 Penalty: 5473.657227
	Iteration 33Q: 3 clusters Score -6685917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -6685920.000000 Penalty: 5473.657227
	Iteration 34Q: 3 clusters Score -6685920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -6685914.500000 Penalty: 5473.657227
	Iteration 35Q: 3 clusters Score -6685914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -6685921.500000 Penalty: 5473.657227
	Iteration 36Q: 3 clusters Score -6685922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -6685921.000000 Penalty: 5473.657227
	Iteration 37Q: 3 clusters Score -6685921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -6685929.000000 Penalty: 5473.657227
	Iteration 38Q: 3 clusters Score -6685929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -6685927.000000 Penalty: 5473.657227
	Iteration 39Q: 3 clusters Score -6685927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -6685922.500000 Penalty: 5473.657227
	Iteration 40F: 3 clusters Score -6685922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -6685921.000000 Penalty: 5473.657227
	Iteration 41Q: 3 clusters Score -6685921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -6685930.000000 Penalty: 5473.657227
	Iteration 42Q: 3 clusters Score -6685930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -6685924.000000 Penalty: 5473.657227
	Iteration 43Q: 3 clusters Score -6685924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -6685918.500000 Penalty: 5473.657227
	Iteration 44Q: 3 clusters Score -6685918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -6685935.000000 Penalty: 5473.657227
	Iteration 45Q: 3 clusters Score -6685935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -6685933.000000 Penalty: 5473.657227
	Iteration 46Q: 3 clusters Score -6685933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -6685932.000000 Penalty: 5473.657227
	Iteration 47Q: 3 clusters Score -6685932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -6685936.500000 Penalty: 5473.657227
	Iteration 48Q: 3 clusters Score -6685936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -6685932.500000 Penalty: 5473.657227
	Iteration 49Q: 3 clusters Score -6685932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -6685940.500000 Penalty: 5473.657227
	Iteration 50Q: 3 clusters Score -6685940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -6685942.000000 Penalty: 5473.657227
	Iteration 51Q: 3 clusters Score -6685942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -6685942.000000 Penalty: 5473.657227
	Iteration 52Q: 3 clusters Score -6685942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -6685940.000000 Penalty: 5473.657227
	Iteration 53Q: 3 clusters Score -6685940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -6685940.000000 Penalty: 5473.657227
	Iteration 54F: 3 clusters Score -6685940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203503 members 
Entering Unmasked Estep 
Score: -21695076.000000 Penalty: 3031.412109
	Iteration 0F: 2 clusters Score -2.169508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -21560020.000000 Penalty: 6062.824219
	Iteration 0F: 3 clusters Score -2.156002e+07 nChanged 97814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -21617140.000000 Penalty: 6062.824219
	Iteration 1F: 3 clusters Score -2.161714e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 102213 members 
Entering Unmasked Estep 
Score: -21618628.000000 Penalty: 6062.824219
	Iteration 2Q: 3 clusters Score -2.161863e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -21620312.000000 Penalty: 6062.824219
	Iteration 3Q: 3 clusters Score -2.162031e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -21622574.000000 Penalty: 6062.824219
	Iteration 4Q: 3 clusters Score -2.162257e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -21625668.000000 Penalty: 6062.824219
	Iteration 5Q: 3 clusters Score -2.162567e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -21629912.000000 Penalty: 6062.824219
	Iteration 6Q: 3 clusters Score -2.162991e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -21636078.000000 Penalty: 6062.824219
	Iteration 7F: 3 clusters Score -2.163608e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -21644608.000000 Penalty: 6062.824219
	Iteration 8F: 3 clusters Score -2.164461e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -21654156.000000 Penalty: 6062.824219
	Iteration 9F: 3 clusters Score -2.165416e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -21661684.000000 Penalty: 6062.824219
	Iteration 10F: 3 clusters Score -2.166168e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -21665242.000000 Penalty: 6062.824219
	Iteration 11Q: 3 clusters Score -2.166524e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -21666420.000000 Penalty: 6062.824219
	Iteration 12Q: 3 clusters Score -2.166642e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -21667096.000000 Penalty: 6062.824219
	Iteration 13Q: 3 clusters Score -2.16671e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -21667838.000000 Penalty: 6062.824219
	Iteration 14Q: 3 clusters Score -2.166784e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -21668586.000000 Penalty: 6062.824219
	Iteration 15Q: 3 clusters Score -2.166859e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -21669240.000000 Penalty: 6062.824219
	Iteration 16Q: 3 clusters Score -2.166924e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -21669982.000000 Penalty: 6062.824219
	Iteration 17Q: 3 clusters Score -2.166998e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -21670892.000000 Penalty: 6062.824219
	Iteration 18Q: 3 clusters Score -2.167089e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -21671488.000000 Penalty: 6062.824219
	Iteration 19Q: 3 clusters Score -2.167149e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -21672346.000000 Penalty: 6062.824219
	Iteration 20F: 3 clusters Score -2.167235e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -21673144.000000 Penalty: 6062.824219
	Iteration 21Q: 3 clusters Score -2.167314e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -21673980.000000 Penalty: 6062.824219
	Iteration 22Q: 3 clusters Score -2.167398e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 122225 members 
Entering Unmasked Estep 
Score: -21674674.000000 Penalty: 6062.824219
	Iteration 23Q: 3 clusters Score -2.167467e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -21675304.000000 Penalty: 6062.824219
	Iteration 24Q: 3 clusters Score -2.16753e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 126278 members 
Entering Unmasked Estep 
Score: -21675900.000000 Penalty: 6062.824219
	Iteration 25Q: 3 clusters Score -2.16759e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 128334 members 
Entering Unmasked Estep 
Score: -21676584.000000 Penalty: 6062.824219
	Iteration 26Q: 3 clusters Score -2.167658e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -21677144.000000 Penalty: 6062.824219
	Iteration 27Q: 3 clusters Score -2.167714e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -21677580.000000 Penalty: 6062.824219
	Iteration 28Q: 3 clusters Score -2.167758e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -21678124.000000 Penalty: 6062.824219
	Iteration 29Q: 3 clusters Score -2.167812e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 137155 members 
Entering Unmasked Estep 
Score: -21678582.000000 Penalty: 6062.824219
	Iteration 30Q: 3 clusters Score -2.167858e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 139507 members 
Entering Unmasked Estep 
Score: -21679114.000000 Penalty: 6062.824219
	Iteration 31Q: 3 clusters Score -2.167911e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -21679698.000000 Penalty: 6062.824219
	Iteration 32Q: 3 clusters Score -2.16797e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -21680164.000000 Penalty: 6062.824219
	Iteration 33Q: 3 clusters Score -2.168016e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 147032 members 
Entering Unmasked Estep 
Score: -21680826.000000 Penalty: 6062.824219
	Iteration 34Q: 3 clusters Score -2.168083e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
Score: -21681714.000000 Penalty: 6062.824219
	Iteration 35Q: 3 clusters Score -2.168171e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -21682298.000000 Penalty: 6062.824219
	Iteration 36Q: 3 clusters Score -2.16823e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -21683028.000000 Penalty: 6062.824219
	Iteration 37Q: 3 clusters Score -2.168303e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -21683916.000000 Penalty: 6062.824219
	Iteration 38Q: 3 clusters Score -2.168392e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -21684620.000000 Penalty: 6062.824219
	Iteration 39Q: 3 clusters Score -2.168462e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -21685380.000000 Penalty: 6062.824219
	Iteration 40F: 3 clusters Score -2.168538e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 166041 members 
Entering Unmasked Estep 
Score: -21686344.000000 Penalty: 6062.824219
	Iteration 41Q: 3 clusters Score -2.168634e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -21687298.000000 Penalty: 6062.824219
	Iteration 42Q: 3 clusters Score -2.16873e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -21688010.000000 Penalty: 6062.824219
	Iteration 43Q: 3 clusters Score -2.168801e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 173601 members 
Entering Unmasked Estep 
Score: -21688688.000000 Penalty: 6062.824219
	Iteration 44Q: 3 clusters Score -2.168869e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 175911 members 
Entering Unmasked Estep 
Score: -21689460.000000 Penalty: 6062.824219
	Iteration 45Q: 3 clusters Score -2.168946e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 178087 members 
Entering Unmasked Estep 
Score: -21690160.000000 Penalty: 6062.824219
	Iteration 46Q: 3 clusters Score -2.169016e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -21690608.000000 Penalty: 6062.824219
	Iteration 47Q: 3 clusters Score -2.169061e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 181874 members 
Entering Unmasked Estep 
Score: -21691216.000000 Penalty: 6062.824219
	Iteration 48Q: 3 clusters Score -2.169122e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 183542 members 
Entering Unmasked Estep 
Score: -21691768.000000 Penalty: 6062.824219
	Iteration 49Q: 3 clusters Score -2.169177e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 185116 members 
Entering Unmasked Estep 
Score: -21692248.000000 Penalty: 6062.824219
	Iteration 50Q: 3 clusters Score -2.169225e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 186572 members 
Entering Unmasked Estep 
Score: -21692744.000000 Penalty: 6062.824219
	Iteration 51Q: 3 clusters Score -2.169274e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 187860 members 
Entering Unmasked Estep 
Score: -21693238.000000 Penalty: 6062.824219
	Iteration 52Q: 3 clusters Score -2.169324e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 189027 members 
Entering Unmasked Estep 
Score: -21693642.000000 Penalty: 6062.824219
	Iteration 53Q: 3 clusters Score -2.169364e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 190057 members 
Entering Unmasked Estep 
Score: -21693972.000000 Penalty: 6062.824219
	Iteration 54Q: 3 clusters Score -2.169397e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 191002 members 
Entering Unmasked Estep 
Score: -21694306.000000 Penalty: 6062.824219
	Iteration 55Q: 3 clusters Score -2.169431e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 191847 members 
Entering Unmasked Estep 
Score: -21694468.000000 Penalty: 6062.824219
	Iteration 56Q: 3 clusters Score -2.169447e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 192634 members 
Entering Unmasked Estep 
Score: -21694634.000000 Penalty: 6062.824219
	Iteration 57Q: 3 clusters Score -2.169463e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 193311 members 
Entering Unmasked Estep 
Score: -21694856.000000 Penalty: 6062.824219
	Iteration 58Q: 3 clusters Score -2.169486e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 193916 members 
Entering Unmasked Estep 
Score: -21694996.000000 Penalty: 6062.824219
	Iteration 59Q: 3 clusters Score -2.1695e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 194461 members 
Entering Unmasked Estep 
Score: -21695174.000000 Penalty: 6062.824219
	Iteration 60F: 3 clusters Score -2.169517e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 194922 members 
Entering Unmasked Estep 
Score: -21695286.000000 Penalty: 6062.824219
	Iteration 61Q: 3 clusters Score -2.169529e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 195332 members 
Entering Unmasked Estep 
Score: -21695392.000000 Penalty: 6062.824219
	Iteration 62Q: 3 clusters Score -2.169539e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 195660 members 
Entering Unmasked Estep 
Score: -21695440.000000 Penalty: 6062.824219
	Iteration 63Q: 3 clusters Score -2.169544e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 195943 members 
Entering Unmasked Estep 
Score: -21695482.000000 Penalty: 6062.824219
	Iteration 64Q: 3 clusters Score -2.169548e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 196196 members 
Entering Unmasked Estep 
Score: -21695578.000000 Penalty: 6062.824219
	Iteration 65Q: 3 clusters Score -2.169558e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 196405 members 
Entering Unmasked Estep 
Score: -21695632.000000 Penalty: 6062.824219
	Iteration 66Q: 3 clusters Score -2.169563e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 196583 members 
Entering Unmasked Estep 
Score: -21695588.000000 Penalty: 6062.824219
	Iteration 67Q: 3 clusters Score -2.169559e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 196741 members 
Entering Unmasked Estep 
Score: -21695618.000000 Penalty: 6062.824219
	Iteration 68Q: 3 clusters Score -2.169562e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 196876 members 
Entering Unmasked Estep 
Score: -21695658.000000 Penalty: 6062.824219
	Iteration 69Q: 3 clusters Score -2.169566e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 197002 members 
Entering Unmasked Estep 
Score: -21695662.000000 Penalty: 6062.824219
	Iteration 70Q: 3 clusters Score -2.169566e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 197109 members 
Entering Unmasked Estep 
Score: -21695684.000000 Penalty: 6062.824219
	Iteration 71Q: 3 clusters Score -2.169568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 197202 members 
Entering Unmasked Estep 
Score: -21695684.000000 Penalty: 6062.824219
	Iteration 72Q: 3 clusters Score -2.169568e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 197280 members 
Entering Unmasked Estep 
Score: -21695706.000000 Penalty: 6062.824219
	Iteration 73Q: 3 clusters Score -2.169571e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -21695736.000000 Penalty: 6062.824219
	Iteration 74Q: 3 clusters Score -2.169574e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 197410 members 
Entering Unmasked Estep 
Score: -21695768.000000 Penalty: 6062.824219
	Iteration 75Q: 3 clusters Score -2.169577e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 197452 members 
Entering Unmasked Estep 
Score: -21695778.000000 Penalty: 6062.824219
	Iteration 76Q: 3 clusters Score -2.169578e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 197489 members 
Entering Unmasked Estep 
Score: -21695784.000000 Penalty: 6062.824219
	Iteration 77Q: 3 clusters Score -2.169578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 197517 members 
Entering Unmasked Estep 
Score: -21695828.000000 Penalty: 6062.824219
	Iteration 78Q: 3 clusters Score -2.169583e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 197550 members 
Entering Unmasked Estep 
Score: -21695816.000000 Penalty: 6062.824219
	Iteration 79Q: 3 clusters Score -2.169582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 197575 members 
Entering Unmasked Estep 
Score: -21695820.000000 Penalty: 6062.824219
	Iteration 80F: 3 clusters Score -2.169582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 197598 members 
Entering Unmasked Estep 
Score: -21695850.000000 Penalty: 6062.824219
	Iteration 81Q: 3 clusters Score -2.169585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 197627 members 
Entering Unmasked Estep 
Score: -21695876.000000 Penalty: 6062.824219
	Iteration 82Q: 3 clusters Score -2.169588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 197651 members 
Entering Unmasked Estep 
Score: -21695872.000000 Penalty: 6062.824219
	Iteration 83Q: 3 clusters Score -2.169587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 197675 members 
Entering Unmasked Estep 
Score: -21695874.000000 Penalty: 6062.824219
	Iteration 84Q: 3 clusters Score -2.169587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 197707 members 
Entering Unmasked Estep 
Score: -21695840.000000 Penalty: 6062.824219
	Iteration 85Q: 3 clusters Score -2.169584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 197732 members 
Entering Unmasked Estep 
Score: -21695842.000000 Penalty: 6062.824219
	Iteration 86Q: 3 clusters Score -2.169584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -21695834.000000 Penalty: 6062.824219
	Iteration 87Q: 3 clusters Score -2.169583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 197769 members 
Entering Unmasked Estep 
Score: -21695836.000000 Penalty: 6062.824219
	Iteration 88Q: 3 clusters Score -2.169584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 197786 members 
Entering Unmasked Estep 
Score: -21695832.000000 Penalty: 6062.824219
	Iteration 89Q: 3 clusters Score -2.169583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 197806 members 
Entering Unmasked Estep 
Score: -21695842.000000 Penalty: 6062.824219
	Iteration 90Q: 3 clusters Score -2.169584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 197822 members 
Entering Unmasked Estep 
Score: -21695824.000000 Penalty: 6062.824219
	Iteration 91Q: 3 clusters Score -2.169582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 197824 members 
Entering Unmasked Estep 
Score: -21695856.000000 Penalty: 6062.824219
	Iteration 92Q: 3 clusters Score -2.169586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 197831 members 
Entering Unmasked Estep 
Score: -21695854.000000 Penalty: 6062.824219
	Iteration 93Q: 3 clusters Score -2.169585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 197835 members 
Entering Unmasked Estep 
Score: -21695858.000000 Penalty: 6062.824219
	Iteration 94Q: 3 clusters Score -2.169586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 197842 members 
Entering Unmasked Estep 
Score: -21695844.000000 Penalty: 6062.824219
	Iteration 95Q: 3 clusters Score -2.169584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 197846 members 
Entering Unmasked Estep 
Score: -21695846.000000 Penalty: 6062.824219
	Iteration 96Q: 3 clusters Score -2.169585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 197854 members 
Entering Unmasked Estep 
Score: -21695856.000000 Penalty: 6062.824219
	Iteration 97Q: 3 clusters Score -2.169586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 197863 members 
Entering Unmasked Estep 
Score: -21695872.000000 Penalty: 6062.824219
	Iteration 98Q: 3 clusters Score -2.169587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 197873 members 
Entering Unmasked Estep 
Score: -21695870.000000 Penalty: 6062.824219
	Iteration 99Q: 3 clusters Score -2.169587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 197883 members 
Entering Unmasked Estep 
Score: -21695872.000000 Penalty: 6062.824219
	Iteration 100F: 3 clusters Score -2.169587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 197893 members 
Entering Unmasked Estep 
Score: -21695882.000000 Penalty: 6062.824219
	Iteration 101Q: 3 clusters Score -2.169588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 197898 members 
Entering Unmasked Estep 
Score: -21695868.000000 Penalty: 6062.824219
	Iteration 102Q: 3 clusters Score -2.169587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 197904 members 
Entering Unmasked Estep 
Score: -21695878.000000 Penalty: 6062.824219
	Iteration 103Q: 3 clusters Score -2.169588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -21695880.000000 Penalty: 6062.824219
	Iteration 104Q: 3 clusters Score -2.169588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 197913 members 
Entering Unmasked Estep 
Score: -21695874.000000 Penalty: 6062.824219
	Iteration 105Q: 3 clusters Score -2.169587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 197918 members 
Entering Unmasked Estep 
Score: -21695878.000000 Penalty: 6062.824219
	Iteration 106Q: 3 clusters Score -2.169588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 197932 members 
Entering Unmasked Estep 
Score: -21695892.000000 Penalty: 6062.824219
	Iteration 107Q: 3 clusters Score -2.169589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 197940 members 
Entering Unmasked Estep 
Score: -21695924.000000 Penalty: 6062.824219
	Iteration 108Q: 3 clusters Score -2.169592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 197950 members 
Entering Unmasked Estep 
Score: -21695910.000000 Penalty: 6062.824219
	Iteration 109Q: 3 clusters Score -2.169591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 197960 members 
Entering Unmasked Estep 
Score: -21695908.000000 Penalty: 6062.824219
	Iteration 110Q: 3 clusters Score -2.169591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 197966 members 
Entering Unmasked Estep 
Score: -21695904.000000 Penalty: 6062.824219
	Iteration 111Q: 3 clusters Score -2.16959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 197968 members 
Entering Unmasked Estep 
Score: -21695908.000000 Penalty: 6062.824219
	Iteration 112Q: 3 clusters Score -2.169591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 197970 members 
Entering Unmasked Estep 
Score: -21695910.000000 Penalty: 6062.824219
	Iteration 113Q: 3 clusters Score -2.169591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 197970 members 
Entering Unmasked Estep 
Score: -21695910.000000 Penalty: 6062.824219
	Iteration 114F: 3 clusters Score -2.169591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 5533 members 
Mstep: Class 3 contains 271521 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 30129 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35936 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67260 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 20389 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409885 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46445 members 
Mstep: Class 21 contains 303070 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 197970 members 
Entering Unmasked Estep 
Score: -158368224.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158369168.000000 to -158368224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (271521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271521 members 
Entering Unmasked Estep 
Score: -28837760.000000 Penalty: 3102.925293
	Iteration 0F: 2 clusters Score -2.883776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 135770 members 
Entering Unmasked Estep 
Score: -28661198.000000 Penalty: 6205.850586
	Iteration 0F: 3 clusters Score -2.86612e+07 nChanged 131007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134286 members 
Mstep: Class 2 contains 137235 members 
Entering Unmasked Estep 
Score: -28738186.000000 Penalty: 6205.850586
	Iteration 1F: 3 clusters Score -2.873819e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 138147 members 
Entering Unmasked Estep 
Score: -28739650.000000 Penalty: 6205.850586
	Iteration 2Q: 3 clusters Score -2.873965e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132075 members 
Mstep: Class 2 contains 139446 members 
Entering Unmasked Estep 
Score: -28741918.000000 Penalty: 6205.850586
	Iteration 3Q: 3 clusters Score -2.874192e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
Score: -28744972.000000 Penalty: 6205.850586
	Iteration 4Q: 3 clusters Score -2.874497e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -28749300.000000 Penalty: 6205.850586
	Iteration 5Q: 3 clusters Score -2.87493e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -28755178.000000 Penalty: 6205.850586
	Iteration 6Q: 3 clusters Score -2.875518e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -28763996.000000 Penalty: 6205.850586
	Iteration 7F: 3 clusters Score -2.8764e+07 nChanged 16260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -28775330.000000 Penalty: 6205.850586
	Iteration 8F: 3 clusters Score -2.877533e+07 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -28787424.000000 Penalty: 6205.850586
	Iteration 9F: 3 clusters Score -2.878742e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -28796470.000000 Penalty: 6205.850586
	Iteration 10F: 3 clusters Score -2.879647e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -28800752.000000 Penalty: 6205.850586
	Iteration 11Q: 3 clusters Score -2.880075e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -28802374.000000 Penalty: 6205.850586
	Iteration 12Q: 3 clusters Score -2.880237e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Mstep: Class 2 contains 156415 members 
Entering Unmasked Estep 
Score: -28802882.000000 Penalty: 6205.850586
	Iteration 13Q: 3 clusters Score -2.880288e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114545 members 
Mstep: Class 2 contains 156976 members 
Entering Unmasked Estep 
Score: -28803410.000000 Penalty: 6205.850586
	Iteration 14Q: 3 clusters Score -2.880341e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -28803672.000000 Penalty: 6205.850586
	Iteration 15Q: 3 clusters Score -2.880367e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -28804048.000000 Penalty: 6205.850586
	Iteration 16Q: 3 clusters Score -2.880405e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -28804292.000000 Penalty: 6205.850586
	Iteration 17Q: 3 clusters Score -2.880429e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -28804416.000000 Penalty: 6205.850586
	Iteration 18Q: 3 clusters Score -2.880442e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -28804814.000000 Penalty: 6205.850586
	Iteration 19Q: 3 clusters Score -2.880481e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -28805142.000000 Penalty: 6205.850586
	Iteration 20F: 3 clusters Score -2.880514e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -28805570.000000 Penalty: 6205.850586
	Iteration 21Q: 3 clusters Score -2.880557e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109436 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -28805912.000000 Penalty: 6205.850586
	Iteration 22Q: 3 clusters Score -2.880591e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108857 members 
Mstep: Class 2 contains 162664 members 
Entering Unmasked Estep 
Score: -28806236.000000 Penalty: 6205.850586
	Iteration 23Q: 3 clusters Score -2.880624e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -28806624.000000 Penalty: 6205.850586
	Iteration 24Q: 3 clusters Score -2.880662e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -28807054.000000 Penalty: 6205.850586
	Iteration 25Q: 3 clusters Score -2.880705e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -28807376.000000 Penalty: 6205.850586
	Iteration 26Q: 3 clusters Score -2.880738e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 164512 members 
Entering Unmasked Estep 
Score: -28807622.000000 Penalty: 6205.850586
	Iteration 27Q: 3 clusters Score -2.880762e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -28807860.000000 Penalty: 6205.850586
	Iteration 28Q: 3 clusters Score -2.880786e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 164998 members 
Entering Unmasked Estep 
Score: -28808196.000000 Penalty: 6205.850586
	Iteration 29Q: 3 clusters Score -2.88082e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -28808492.000000 Penalty: 6205.850586
	Iteration 30Q: 3 clusters Score -2.880849e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -28808866.000000 Penalty: 6205.850586
	Iteration 31Q: 3 clusters Score -2.880887e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -28809278.000000 Penalty: 6205.850586
	Iteration 32Q: 3 clusters Score -2.880928e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -28809496.000000 Penalty: 6205.850586
	Iteration 33Q: 3 clusters Score -2.88095e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -28809884.000000 Penalty: 6205.850586
	Iteration 34Q: 3 clusters Score -2.880988e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -28810240.000000 Penalty: 6205.850586
	Iteration 35Q: 3 clusters Score -2.881024e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -28810542.000000 Penalty: 6205.850586
	Iteration 36Q: 3 clusters Score -2.881054e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -28810868.000000 Penalty: 6205.850586
	Iteration 37Q: 3 clusters Score -2.881087e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -28811064.000000 Penalty: 6205.850586
	Iteration 38Q: 3 clusters Score -2.881106e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -28811312.000000 Penalty: 6205.850586
	Iteration 39Q: 3 clusters Score -2.881131e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -28811402.000000 Penalty: 6205.850586
	Iteration 40F: 3 clusters Score -2.88114e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -28811650.000000 Penalty: 6205.850586
	Iteration 41Q: 3 clusters Score -2.881165e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -28811834.000000 Penalty: 6205.850586
	Iteration 42Q: 3 clusters Score -2.881183e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -28811924.000000 Penalty: 6205.850586
	Iteration 43Q: 3 clusters Score -2.881192e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -28812040.000000 Penalty: 6205.850586
	Iteration 44Q: 3 clusters Score -2.881204e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -28812242.000000 Penalty: 6205.850586
	Iteration 45Q: 3 clusters Score -2.881224e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 168695 members 
Entering Unmasked Estep 
Score: -28812388.000000 Penalty: 6205.850586
	Iteration 46Q: 3 clusters Score -2.881239e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -28812546.000000 Penalty: 6205.850586
	Iteration 47Q: 3 clusters Score -2.881255e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 169837 members 
Entering Unmasked Estep 
Score: -28812664.000000 Penalty: 6205.850586
	Iteration 48Q: 3 clusters Score -2.881266e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 170515 members 
Entering Unmasked Estep 
Score: -28812788.000000 Penalty: 6205.850586
	Iteration 49Q: 3 clusters Score -2.881279e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -28812862.000000 Penalty: 6205.850586
	Iteration 50Q: 3 clusters Score -2.881286e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -28813004.000000 Penalty: 6205.850586
	Iteration 51Q: 3 clusters Score -2.8813e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 172792 members 
Entering Unmasked Estep 
Score: -28813098.000000 Penalty: 6205.850586
	Iteration 52Q: 3 clusters Score -2.88131e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -28813192.000000 Penalty: 6205.850586
	Iteration 53Q: 3 clusters Score -2.881319e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -28813196.000000 Penalty: 6205.850586
	Iteration 54Q: 3 clusters Score -2.88132e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 175346 members 
Entering Unmasked Estep 
Score: -28813256.000000 Penalty: 6205.850586
	Iteration 55Q: 3 clusters Score -2.881326e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 176311 members 
Entering Unmasked Estep 
Score: -28813292.000000 Penalty: 6205.850586
	Iteration 56Q: 3 clusters Score -2.881329e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -28813430.000000 Penalty: 6205.850586
	Iteration 57Q: 3 clusters Score -2.881343e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 178464 members 
Entering Unmasked Estep 
Score: -28813564.000000 Penalty: 6205.850586
	Iteration 58Q: 3 clusters Score -2.881356e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 179566 members 
Entering Unmasked Estep 
Score: -28813600.000000 Penalty: 6205.850586
	Iteration 59Q: 3 clusters Score -2.88136e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 180745 members 
Entering Unmasked Estep 
Score: -28813724.000000 Penalty: 6205.850586
	Iteration 60F: 3 clusters Score -2.881372e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -28813772.000000 Penalty: 6205.850586
	Iteration 61Q: 3 clusters Score -2.881377e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 183460 members 
Entering Unmasked Estep 
Score: -28813892.000000 Penalty: 6205.850586
	Iteration 62Q: 3 clusters Score -2.881389e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 184930 members 
Entering Unmasked Estep 
Score: -28814098.000000 Penalty: 6205.850586
	Iteration 63Q: 3 clusters Score -2.88141e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 186465 members 
Entering Unmasked Estep 
Score: -28814176.000000 Penalty: 6205.850586
	Iteration 64Q: 3 clusters Score -2.881418e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 188090 members 
Entering Unmasked Estep 
Score: -28814318.000000 Penalty: 6205.850586
	Iteration 65Q: 3 clusters Score -2.881432e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 189880 members 
Entering Unmasked Estep 
Score: -28814506.000000 Penalty: 6205.850586
	Iteration 66Q: 3 clusters Score -2.881451e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 191928 members 
Entering Unmasked Estep 
Score: -28814676.000000 Penalty: 6205.850586
	Iteration 67Q: 3 clusters Score -2.881468e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 194112 members 
Entering Unmasked Estep 
Score: -28814922.000000 Penalty: 6205.850586
	Iteration 68Q: 3 clusters Score -2.881492e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 196473 members 
Entering Unmasked Estep 
Score: -28815414.000000 Penalty: 6205.850586
	Iteration 69Q: 3 clusters Score -2.881541e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 199006 members 
Entering Unmasked Estep 
Score: -28815770.000000 Penalty: 6205.850586
	Iteration 70Q: 3 clusters Score -2.881577e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 201755 members 
Entering Unmasked Estep 
Score: -28816320.000000 Penalty: 6205.850586
	Iteration 71Q: 3 clusters Score -2.881632e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 204585 members 
Entering Unmasked Estep 
Score: -28816636.000000 Penalty: 6205.850586
	Iteration 72Q: 3 clusters Score -2.881664e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 207618 members 
Entering Unmasked Estep 
Score: -28816994.000000 Penalty: 6205.850586
	Iteration 73Q: 3 clusters Score -2.881699e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -28817386.000000 Penalty: 6205.850586
	Iteration 74Q: 3 clusters Score -2.881739e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 214064 members 
Entering Unmasked Estep 
Score: -28817896.000000 Penalty: 6205.850586
	Iteration 75Q: 3 clusters Score -2.88179e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 217404 members 
Entering Unmasked Estep 
Score: -28818438.000000 Penalty: 6205.850586
	Iteration 76Q: 3 clusters Score -2.881844e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 220812 members 
Entering Unmasked Estep 
Score: -28819040.000000 Penalty: 6205.850586
	Iteration 77Q: 3 clusters Score -2.881904e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 224334 members 
Entering Unmasked Estep 
Score: -28819800.000000 Penalty: 6205.850586
	Iteration 78Q: 3 clusters Score -2.88198e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 228013 members 
Entering Unmasked Estep 
Score: -28820716.000000 Penalty: 6205.850586
	Iteration 79Q: 3 clusters Score -2.882072e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 231761 members 
Entering Unmasked Estep 
Score: -28821806.000000 Penalty: 6205.850586
	Iteration 80F: 3 clusters Score -2.882181e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 235437 members 
Entering Unmasked Estep 
Score: -28822734.000000 Penalty: 6205.850586
	Iteration 81Q: 3 clusters Score -2.882273e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 239168 members 
Entering Unmasked Estep 
Score: -28824058.000000 Penalty: 6205.850586
	Iteration 82Q: 3 clusters Score -2.882406e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 242824 members 
Entering Unmasked Estep 
Score: -28825064.000000 Penalty: 6205.850586
	Iteration 83Q: 3 clusters Score -2.882506e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 246212 members 
Entering Unmasked Estep 
Score: -28826174.000000 Penalty: 6205.850586
	Iteration 84Q: 3 clusters Score -2.882617e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 249356 members 
Entering Unmasked Estep 
Score: -28827372.000000 Penalty: 6205.850586
	Iteration 85Q: 3 clusters Score -2.882737e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 252259 members 
Entering Unmasked Estep 
Score: -28828452.000000 Penalty: 6205.850586
	Iteration 86Q: 3 clusters Score -2.882845e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 254933 members 
Entering Unmasked Estep 
Score: -28829390.000000 Penalty: 6205.850586
	Iteration 87Q: 3 clusters Score -2.882939e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 257252 members 
Entering Unmasked Estep 
Score: -28830010.000000 Penalty: 6205.850586
	Iteration 88Q: 3 clusters Score -2.883001e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 259282 members 
Entering Unmasked Estep 
Score: -28830706.000000 Penalty: 6205.850586
	Iteration 89Q: 3 clusters Score -2.883071e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 261026 members 
Entering Unmasked Estep 
Score: -28831340.000000 Penalty: 6205.850586
	Iteration 90Q: 3 clusters Score -2.883134e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 262503 members 
Entering Unmasked Estep 
Score: -28831882.000000 Penalty: 6205.850586
	Iteration 91Q: 3 clusters Score -2.883188e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 263737 members 
Entering Unmasked Estep 
Score: -28832360.000000 Penalty: 6205.850586
	Iteration 92Q: 3 clusters Score -2.883236e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 264761 members 
Entering Unmasked Estep 
Score: -28832646.000000 Penalty: 6205.850586
	Iteration 93Q: 3 clusters Score -2.883265e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 265647 members 
Entering Unmasked Estep 
Score: -28833002.000000 Penalty: 6205.850586
	Iteration 94Q: 3 clusters Score -2.8833e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 266418 members 
Entering Unmasked Estep 
Score: -28833282.000000 Penalty: 6205.850586
	Iteration 95Q: 3 clusters Score -2.883328e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 267046 members 
Entering Unmasked Estep 
Score: -28833612.000000 Penalty: 6205.850586
	Iteration 96Q: 3 clusters Score -2.883361e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 267574 members 
Entering Unmasked Estep 
Score: -28833850.000000 Penalty: 6205.850586
	Iteration 97Q: 3 clusters Score -2.883385e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 268003 members 
Entering Unmasked Estep 
Score: -28834022.000000 Penalty: 6205.850586
	Iteration 98Q: 3 clusters Score -2.883402e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 268338 members 
Entering Unmasked Estep 
Score: -28834148.000000 Penalty: 6205.850586
	Iteration 99Q: 3 clusters Score -2.883415e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 268618 members 
Entering Unmasked Estep 
Score: -28834272.000000 Penalty: 6205.850586
	Iteration 100F: 3 clusters Score -2.883427e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 268835 members 
Entering Unmasked Estep 
Score: -28834394.000000 Penalty: 6205.850586
	Iteration 101Q: 3 clusters Score -2.883439e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 269010 members 
Entering Unmasked Estep 
Score: -28834472.000000 Penalty: 6205.850586
	Iteration 102Q: 3 clusters Score -2.883447e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 269157 members 
Entering Unmasked Estep 
Score: -28834530.000000 Penalty: 6205.850586
	Iteration 103Q: 3 clusters Score -2.883453e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 269277 members 
Entering Unmasked Estep 
Score: -28834622.000000 Penalty: 6205.850586
	Iteration 104Q: 3 clusters Score -2.883462e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 269381 members 
Entering Unmasked Estep 
Score: -28834692.000000 Penalty: 6205.850586
	Iteration 105Q: 3 clusters Score -2.883469e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 269460 members 
Entering Unmasked Estep 
Score: -28834726.000000 Penalty: 6205.850586
	Iteration 106Q: 3 clusters Score -2.883473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 269511 members 
Entering Unmasked Estep 
Score: -28834742.000000 Penalty: 6205.850586
	Iteration 107Q: 3 clusters Score -2.883474e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 269556 members 
Entering Unmasked Estep 
Score: -28834790.000000 Penalty: 6205.850586
	Iteration 108Q: 3 clusters Score -2.883479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 269586 members 
Entering Unmasked Estep 
Score: -28834810.000000 Penalty: 6205.850586
	Iteration 109Q: 3 clusters Score -2.883481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 269615 members 
Entering Unmasked Estep 
Score: -28834812.000000 Penalty: 6205.850586
	Iteration 110Q: 3 clusters Score -2.883481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 269644 members 
Entering Unmasked Estep 
Score: -28834834.000000 Penalty: 6205.850586
	Iteration 111Q: 3 clusters Score -2.883483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 269680 members 
Entering Unmasked Estep 
Score: -28834874.000000 Penalty: 6205.850586
	Iteration 112Q: 3 clusters Score -2.883487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 269706 members 
Entering Unmasked Estep 
Score: -28834884.000000 Penalty: 6205.850586
	Iteration 113Q: 3 clusters Score -2.883488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 269729 members 
Entering Unmasked Estep 
Score: -28834908.000000 Penalty: 6205.850586
	Iteration 114Q: 3 clusters Score -2.883491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 269754 members 
Entering Unmasked Estep 
Score: -28834906.000000 Penalty: 6205.850586
	Iteration 115Q: 3 clusters Score -2.883491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 269768 members 
Entering Unmasked Estep 
Score: -28834912.000000 Penalty: 6205.850586
	Iteration 116Q: 3 clusters Score -2.883491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 269781 members 
Entering Unmasked Estep 
Score: -28834896.000000 Penalty: 6205.850586
	Iteration 117Q: 3 clusters Score -2.88349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 269792 members 
Entering Unmasked Estep 
Score: -28834888.000000 Penalty: 6205.850586
	Iteration 118Q: 3 clusters Score -2.883489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 269798 members 
Entering Unmasked Estep 
Score: -28834882.000000 Penalty: 6205.850586
	Iteration 119Q: 3 clusters Score -2.883488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 269805 members 
Entering Unmasked Estep 
Score: -28834902.000000 Penalty: 6205.850586
	Iteration 120F: 3 clusters Score -2.88349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 269818 members 
Entering Unmasked Estep 
Score: -28834916.000000 Penalty: 6205.850586
	Iteration 121Q: 3 clusters Score -2.883492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 269826 members 
Entering Unmasked Estep 
Score: -28834912.000000 Penalty: 6205.850586
	Iteration 122Q: 3 clusters Score -2.883491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 269832 members 
Entering Unmasked Estep 
Score: -28834920.000000 Penalty: 6205.850586
	Iteration 123Q: 3 clusters Score -2.883492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 269837 members 
Entering Unmasked Estep 
Score: -28834924.000000 Penalty: 6205.850586
	Iteration 124Q: 3 clusters Score -2.883492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 269842 members 
Entering Unmasked Estep 
Score: -28834910.000000 Penalty: 6205.850586
	Iteration 125Q: 3 clusters Score -2.883491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 269849 members 
Entering Unmasked Estep 
Score: -28834926.000000 Penalty: 6205.850586
	Iteration 126Q: 3 clusters Score -2.883493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 269854 members 
Entering Unmasked Estep 
Score: -28834912.000000 Penalty: 6205.850586
	Iteration 127Q: 3 clusters Score -2.883491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 269856 members 
Entering Unmasked Estep 
Score: -28834920.000000 Penalty: 6205.850586
	Iteration 128Q: 3 clusters Score -2.883492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 269858 members 
Entering Unmasked Estep 
Score: -28834906.000000 Penalty: 6205.850586
	Iteration 129Q: 3 clusters Score -2.883491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 269860 members 
Entering Unmasked Estep 
Score: -28834922.000000 Penalty: 6205.850586
	Iteration 130Q: 3 clusters Score -2.883492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 269861 members 
Entering Unmasked Estep 
Score: -28834938.000000 Penalty: 6205.850586
	Iteration 131Q: 3 clusters Score -2.883494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 269861 members 
Entering Unmasked Estep 
Score: -28834914.000000 Penalty: 6205.850586
	Iteration 132Q: 3 clusters Score -2.883491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 269863 members 
Entering Unmasked Estep 
Score: -28834920.000000 Penalty: 6205.850586
	Iteration 133Q: 3 clusters Score -2.883492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 269863 members 
Entering Unmasked Estep 
Score: -28834924.000000 Penalty: 6205.850586
	Iteration 134Q: 3 clusters Score -2.883492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 269864 members 
Entering Unmasked Estep 
Score: -28834916.000000 Penalty: 6205.850586
	Iteration 135Q: 3 clusters Score -2.883492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 269865 members 
Entering Unmasked Estep 
Score: -28834918.000000 Penalty: 6205.850586
	Iteration 136Q: 3 clusters Score -2.883492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 269865 members 
Entering Unmasked Estep 
Score: -28834920.000000 Penalty: 6205.850586
	Iteration 137Q: 3 clusters Score -2.883492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 269865 members 
Entering Unmasked Estep 
Score: -28834920.000000 Penalty: 6205.850586
	Iteration 138F: 3 clusters Score -2.883492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Entering Unmasked Estep 
Score: -955025.812500 Penalty: 2264.212646
	Iteration 0F: 2 clusters Score -955025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -947813.125000 Penalty: 4528.425293
	Iteration 0F: 3 clusters Score -947813.1 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -949826.437500 Penalty: 4528.425293
	Iteration 1F: 3 clusters Score -949826.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -950139.375000 Penalty: 4528.425293
	Iteration 2F: 3 clusters Score -950139.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -950354.437500 Penalty: 4528.425293
	Iteration 3F: 3 clusters Score -950354.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -950516.687500 Penalty: 4528.425293
	Iteration 4Q: 3 clusters Score -950516.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -950654.125000 Penalty: 4528.425293
	Iteration 5Q: 3 clusters Score -950654.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -950777.875000 Penalty: 4528.425293
	Iteration 6Q: 3 clusters Score -950777.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -950896.437500 Penalty: 4528.425293
	Iteration 7Q: 3 clusters Score -950896.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -950999.937500 Penalty: 4528.425293
	Iteration 8Q: 3 clusters Score -950999.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -951109.812500 Penalty: 4528.425293
	Iteration 9Q: 3 clusters Score -951109.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -951214.250000 Penalty: 4528.425293
	Iteration 10Q: 3 clusters Score -951214.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -951317.125000 Penalty: 4528.425293
	Iteration 11Q: 3 clusters Score -951317.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -951438.687500 Penalty: 4528.425293
	Iteration 12Q: 3 clusters Score -951438.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -951567.500000 Penalty: 4528.425293
	Iteration 13Q: 3 clusters Score -951567.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -951707.187500 Penalty: 4528.425293
	Iteration 14Q: 3 clusters Score -951707.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -951850.312500 Penalty: 4528.425293
	Iteration 15Q: 3 clusters Score -951850.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -951992.125000 Penalty: 4528.425293
	Iteration 16Q: 3 clusters Score -951992.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -952123.812500 Penalty: 4528.425293
	Iteration 17Q: 3 clusters Score -952123.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -952229.062500 Penalty: 4528.425293
	Iteration 18Q: 3 clusters Score -952229.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -952306.687500 Penalty: 4528.425293
	Iteration 19Q: 3 clusters Score -952306.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -952359.875000 Penalty: 4528.425293
	Iteration 20F: 3 clusters Score -952359.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -952399.000000 Penalty: 4528.425293
	Iteration 21Q: 3 clusters Score -952399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -952426.687500 Penalty: 4528.425293
	Iteration 22Q: 3 clusters Score -952426.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -952442.250000 Penalty: 4528.425293
	Iteration 23Q: 3 clusters Score -952442.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -952460.687500 Penalty: 4528.425293
	Iteration 24Q: 3 clusters Score -952460.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -952477.562500 Penalty: 4528.425293
	Iteration 25Q: 3 clusters Score -952477.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -952490.750000 Penalty: 4528.425293
	Iteration 26Q: 3 clusters Score -952490.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -952499.875000 Penalty: 4528.425293
	Iteration 27Q: 3 clusters Score -952499.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -952509.625000 Penalty: 4528.425293
	Iteration 28Q: 3 clusters Score -952509.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -952523.125000 Penalty: 4528.425293
	Iteration 29Q: 3 clusters Score -952523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -952527.687500 Penalty: 4528.425293
	Iteration 30Q: 3 clusters Score -952527.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -952536.312500 Penalty: 4528.425293
	Iteration 31Q: 3 clusters Score -952536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -952540.375000 Penalty: 4528.425293
	Iteration 32Q: 3 clusters Score -952540.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -952543.625000 Penalty: 4528.425293
	Iteration 33Q: 3 clusters Score -952543.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -952546.187500 Penalty: 4528.425293
	Iteration 34Q: 3 clusters Score -952546.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -952548.375000 Penalty: 4528.425293
	Iteration 35Q: 3 clusters Score -952548.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -952553.562500 Penalty: 4528.425293
	Iteration 36Q: 3 clusters Score -952553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -952559.187500 Penalty: 4528.425293
	Iteration 37Q: 3 clusters Score -952559.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -952564.812500 Penalty: 4528.425293
	Iteration 38Q: 3 clusters Score -952564.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -952572.562500 Penalty: 4528.425293
	Iteration 39Q: 3 clusters Score -952572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -952577.687500 Penalty: 4528.425293
	Iteration 40F: 3 clusters Score -952577.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -952580.250000 Penalty: 4528.425293
	Iteration 41Q: 3 clusters Score -952580.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -952582.250000 Penalty: 4528.425293
	Iteration 42Q: 3 clusters Score -952582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -952584.562500 Penalty: 4528.425293
	Iteration 43Q: 3 clusters Score -952584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -952583.125000 Penalty: 4528.425293
	Iteration 44Q: 3 clusters Score -952583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -952587.562500 Penalty: 4528.425293
	Iteration 45Q: 3 clusters Score -952587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -952586.812500 Penalty: 4528.425293
	Iteration 46Q: 3 clusters Score -952586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -952588.187500 Penalty: 4528.425293
	Iteration 47Q: 3 clusters Score -952588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -952589.375000 Penalty: 4528.425293
	Iteration 48Q: 3 clusters Score -952589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -952589.312500 Penalty: 4528.425293
	Iteration 49Q: 3 clusters Score -952589.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -952591.875000 Penalty: 4528.425293
	Iteration 50Q: 3 clusters Score -952591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -952593.937500 Penalty: 4528.425293
	Iteration 51Q: 3 clusters Score -952593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -952592.375000 Penalty: 4528.425293
	Iteration 52Q: 3 clusters Score -952592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -952593.187500 Penalty: 4528.425293
	Iteration 53Q: 3 clusters Score -952593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -952594.000000 Penalty: 4528.425293
	Iteration 54Q: 3 clusters Score -952594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -952595.937500 Penalty: 4528.425293
	Iteration 55Q: 3 clusters Score -952595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -952594.812500 Penalty: 4528.425293
	Iteration 56Q: 3 clusters Score -952594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -952594.812500 Penalty: 4528.425293
	Iteration 57F: 3 clusters Score -952594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -681759.812500 Penalty: 2171.930420
	Iteration 0F: 2 clusters Score -681759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -676389.062500 Penalty: 4343.860840
	Iteration 0F: 3 clusters Score -676389.1 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -677664.125000 Penalty: 4343.860840
	Iteration 1F: 3 clusters Score -677664.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -677892.250000 Penalty: 4343.860840
	Iteration 2F: 3 clusters Score -677892.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -678035.375000 Penalty: 4343.860840
	Iteration 3Q: 3 clusters Score -678035.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -678141.937500 Penalty: 4343.860840
	Iteration 4Q: 3 clusters Score -678141.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -678216.750000 Penalty: 4343.860840
	Iteration 5Q: 3 clusters Score -678216.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -678279.937500 Penalty: 4343.860840
	Iteration 6Q: 3 clusters Score -678279.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -678327.687500 Penalty: 4343.860840
	Iteration 7Q: 3 clusters Score -678327.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -678360.187500 Penalty: 4343.860840
	Iteration 8Q: 3 clusters Score -678360.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -678383.937500 Penalty: 4343.860840
	Iteration 9Q: 3 clusters Score -678383.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -678404.125000 Penalty: 4343.860840
	Iteration 10Q: 3 clusters Score -678404.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -678426.312500 Penalty: 4343.860840
	Iteration 11Q: 3 clusters Score -678426.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -678447.187500 Penalty: 4343.860840
	Iteration 12Q: 3 clusters Score -678447.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -678478.437500 Penalty: 4343.860840
	Iteration 13Q: 3 clusters Score -678478.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -678511.375000 Penalty: 4343.860840
	Iteration 14Q: 3 clusters Score -678511.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -678542.875000 Penalty: 4343.860840
	Iteration 15Q: 3 clusters Score -678542.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -678570.937500 Penalty: 4343.860840
	Iteration 16Q: 3 clusters Score -678570.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -678606.750000 Penalty: 4343.860840
	Iteration 17Q: 3 clusters Score -678606.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -678640.375000 Penalty: 4343.860840
	Iteration 18Q: 3 clusters Score -678640.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -678680.312500 Penalty: 4343.860840
	Iteration 19Q: 3 clusters Score -678680.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -678729.437500 Penalty: 4343.860840
	Iteration 20F: 3 clusters Score -678729.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -678783.312500 Penalty: 4343.860840
	Iteration 21Q: 3 clusters Score -678783.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -678838.500000 Penalty: 4343.860840
	Iteration 22Q: 3 clusters Score -678838.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -678888.812500 Penalty: 4343.860840
	Iteration 23Q: 3 clusters Score -678888.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -678954.437500 Penalty: 4343.860840
	Iteration 24Q: 3 clusters Score -678954.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -679013.750000 Penalty: 4343.860840
	Iteration 25Q: 3 clusters Score -679013.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -679095.812500 Penalty: 4343.860840
	Iteration 26Q: 3 clusters Score -679095.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -679174.375000 Penalty: 4343.860840
	Iteration 27Q: 3 clusters Score -679174.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -679268.875000 Penalty: 4343.860840
	Iteration 28Q: 3 clusters Score -679268.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -679367.875000 Penalty: 4343.860840
	Iteration 29Q: 3 clusters Score -679367.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -679461.812500 Penalty: 4343.860840
	Iteration 30Q: 3 clusters Score -679461.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -679536.562500 Penalty: 4343.860840
	Iteration 31Q: 3 clusters Score -679536.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -679596.812500 Penalty: 4343.860840
	Iteration 32Q: 3 clusters Score -679596.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -679640.687500 Penalty: 4343.860840
	Iteration 33Q: 3 clusters Score -679640.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -679681.562500 Penalty: 4343.860840
	Iteration 34Q: 3 clusters Score -679681.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -679703.187500 Penalty: 4343.860840
	Iteration 35Q: 3 clusters Score -679703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -679722.687500 Penalty: 4343.860840
	Iteration 36Q: 3 clusters Score -679722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -679736.312500 Penalty: 4343.860840
	Iteration 37Q: 3 clusters Score -679736.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -679744.000000 Penalty: 4343.860840
	Iteration 38Q: 3 clusters Score -679744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -679751.062500 Penalty: 4343.860840
	Iteration 39Q: 3 clusters Score -679751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -679760.187500 Penalty: 4343.860840
	Iteration 40F: 3 clusters Score -679760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -679765.375000 Penalty: 4343.860840
	Iteration 41Q: 3 clusters Score -679765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -679772.812500 Penalty: 4343.860840
	Iteration 42Q: 3 clusters Score -679772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -679779.250000 Penalty: 4343.860840
	Iteration 43Q: 3 clusters Score -679779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -679787.562500 Penalty: 4343.860840
	Iteration 44Q: 3 clusters Score -679787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -679796.500000 Penalty: 4343.860840
	Iteration 45Q: 3 clusters Score -679796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -679802.250000 Penalty: 4343.860840
	Iteration 46Q: 3 clusters Score -679802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -679809.562500 Penalty: 4343.860840
	Iteration 47Q: 3 clusters Score -679809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -679817.750000 Penalty: 4343.860840
	Iteration 48Q: 3 clusters Score -679817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -679829.375000 Penalty: 4343.860840
	Iteration 49Q: 3 clusters Score -679829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -679837.500000 Penalty: 4343.860840
	Iteration 50Q: 3 clusters Score -679837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -679847.000000 Penalty: 4343.860840
	Iteration 51Q: 3 clusters Score -679847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -679855.437500 Penalty: 4343.860840
	Iteration 52Q: 3 clusters Score -679855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -679859.125000 Penalty: 4343.860840
	Iteration 53Q: 3 clusters Score -679859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -679861.687500 Penalty: 4343.860840
	Iteration 54Q: 3 clusters Score -679861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -679862.000000 Penalty: 4343.860840
	Iteration 55Q: 3 clusters Score -679862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -679864.562500 Penalty: 4343.860840
	Iteration 56Q: 3 clusters Score -679864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -679868.125000 Penalty: 4343.860840
	Iteration 57Q: 3 clusters Score -679868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -679872.312500 Penalty: 4343.860840
	Iteration 58Q: 3 clusters Score -679872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -679875.750000 Penalty: 4343.860840
	Iteration 59Q: 3 clusters Score -679875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -679877.062500 Penalty: 4343.860840
	Iteration 60F: 3 clusters Score -679877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -679879.875000 Penalty: 4343.860840
	Iteration 61Q: 3 clusters Score -679879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -679882.125000 Penalty: 4343.860840
	Iteration 62Q: 3 clusters Score -679882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -679882.125000 Penalty: 4343.860840
	Iteration 63F: 3 clusters Score -679882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -117947.789062 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -117947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -115872.125000 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -115872.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116161.046875 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -116161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116265.421875 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -116265.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116315.789062 Penalty: 3513.776367
	Iteration 3Q: 3 clusters Score -116315.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116355.882812 Penalty: 3513.776367
	Iteration 4Q: 3 clusters Score -116355.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116372.695312 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -116372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116381.406250 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -116381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -116388.046875 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -116388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -116394.585938 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -116394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -116395.703125 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -116395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -116396.359375 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -116396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -116397.507812 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -116397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -116401.531250 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -116401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -116409.734375 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -116409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -116419.640625 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -116419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -116426.078125 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -116426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -116433.648438 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -116433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -116439.781250 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -116439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116442.460938 Penalty: 3513.776367
	Iteration 18Q: 3 clusters Score -116442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -116442.960938 Penalty: 3513.776367
	Iteration 19Q: 3 clusters Score -116443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116445.054688 Penalty: 3513.776367
	Iteration 20F: 3 clusters Score -116445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116446.335938 Penalty: 3513.776367
	Iteration 21Q: 3 clusters Score -116446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116447.851562 Penalty: 3513.776367
	Iteration 22Q: 3 clusters Score -116447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -116450.515625 Penalty: 3513.776367
	Iteration 23Q: 3 clusters Score -116450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116454.140625 Penalty: 3513.776367
	Iteration 24Q: 3 clusters Score -116454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -116458.609375 Penalty: 3513.776367
	Iteration 25Q: 3 clusters Score -116458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -116462.265625 Penalty: 3513.776367
	Iteration 26Q: 3 clusters Score -116462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -116465.320312 Penalty: 3513.776367
	Iteration 27Q: 3 clusters Score -116465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -116466.132812 Penalty: 3513.776367
	Iteration 28Q: 3 clusters Score -116466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -116466.132812 Penalty: 3513.776367
	Iteration 29F: 3 clusters Score -116466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Entering Unmasked Estep 
Score: -2795548.250000 Penalty: 2546.780273
	Iteration 0F: 2 clusters Score -2795548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2775755.500000 Penalty: 5093.560547
	Iteration 0F: 3 clusters Score -2775756 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2782803.250000 Penalty: 5093.560547
	Iteration 1F: 3 clusters Score -2782803 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2783448.750000 Penalty: 5093.560547
	Iteration 2F: 3 clusters Score -2783449 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2784118.750000 Penalty: 5093.560547
	Iteration 3F: 3 clusters Score -2784119 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2784972.000000 Penalty: 5093.560547
	Iteration 4F: 3 clusters Score -2784972 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2786075.250000 Penalty: 5093.560547
	Iteration 5F: 3 clusters Score -2786075 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2787362.750000 Penalty: 5093.560547
	Iteration 6F: 3 clusters Score -2787363 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2788709.000000 Penalty: 5093.560547
	Iteration 7F: 3 clusters Score -2788709 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2789971.250000 Penalty: 5093.560547
	Iteration 8F: 3 clusters Score -2789971 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2791226.500000 Penalty: 5093.560547
	Iteration 9Q: 3 clusters Score -2791226 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2792211.500000 Penalty: 5093.560547
	Iteration 10Q: 3 clusters Score -2792212 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2792989.000000 Penalty: 5093.560547
	Iteration 11Q: 3 clusters Score -2792989 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2793428.750000 Penalty: 5093.560547
	Iteration 12Q: 3 clusters Score -2793429 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2793697.750000 Penalty: 5093.560547
	Iteration 13Q: 3 clusters Score -2793698 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2793848.000000 Penalty: 5093.560547
	Iteration 14Q: 3 clusters Score -2793848 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2793942.250000 Penalty: 5093.560547
	Iteration 15Q: 3 clusters Score -2793942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2794016.750000 Penalty: 5093.560547
	Iteration 16Q: 3 clusters Score -2794017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2794064.250000 Penalty: 5093.560547
	Iteration 17Q: 3 clusters Score -2794064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2794104.750000 Penalty: 5093.560547
	Iteration 18Q: 3 clusters Score -2794105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2794136.500000 Penalty: 5093.560547
	Iteration 19Q: 3 clusters Score -2794136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2794170.750000 Penalty: 5093.560547
	Iteration 20F: 3 clusters Score -2794171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2794209.500000 Penalty: 5093.560547
	Iteration 21Q: 3 clusters Score -2794210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2794243.750000 Penalty: 5093.560547
	Iteration 22Q: 3 clusters Score -2794244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2794280.500000 Penalty: 5093.560547
	Iteration 23Q: 3 clusters Score -2794280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2794308.500000 Penalty: 5093.560547
	Iteration 24Q: 3 clusters Score -2794308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2794332.250000 Penalty: 5093.560547
	Iteration 25Q: 3 clusters Score -2794332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2794341.750000 Penalty: 5093.560547
	Iteration 26Q: 3 clusters Score -2794342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2794366.500000 Penalty: 5093.560547
	Iteration 27Q: 3 clusters Score -2794366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2794377.250000 Penalty: 5093.560547
	Iteration 28Q: 3 clusters Score -2794377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2794383.250000 Penalty: 5093.560547
	Iteration 29Q: 3 clusters Score -2794383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2794388.750000 Penalty: 5093.560547
	Iteration 30Q: 3 clusters Score -2794389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2794396.500000 Penalty: 5093.560547
	Iteration 31Q: 3 clusters Score -2794396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2794404.750000 Penalty: 5093.560547
	Iteration 32Q: 3 clusters Score -2794405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2794411.250000 Penalty: 5093.560547
	Iteration 33Q: 3 clusters Score -2794411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2794416.250000 Penalty: 5093.560547
	Iteration 34Q: 3 clusters Score -2794416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2794416.750000 Penalty: 5093.560547
	Iteration 35Q: 3 clusters Score -2794417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2794425.000000 Penalty: 5093.560547
	Iteration 36Q: 3 clusters Score -2794425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2794426.250000 Penalty: 5093.560547
	Iteration 37Q: 3 clusters Score -2794426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2794429.750000 Penalty: 5093.560547
	Iteration 38Q: 3 clusters Score -2794430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2794431.000000 Penalty: 5093.560547
	Iteration 39Q: 3 clusters Score -2794431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2794432.750000 Penalty: 5093.560547
	Iteration 40F: 3 clusters Score -2794433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2794433.250000 Penalty: 5093.560547
	Iteration 41Q: 3 clusters Score -2794433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2794436.000000 Penalty: 5093.560547
	Iteration 42Q: 3 clusters Score -2794436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2794436.750000 Penalty: 5093.560547
	Iteration 43Q: 3 clusters Score -2794437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2794436.500000 Penalty: 5093.560547
	Iteration 44Q: 3 clusters Score -2794436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2794438.250000 Penalty: 5093.560547
	Iteration 45Q: 3 clusters Score -2794438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2794437.750000 Penalty: 5093.560547
	Iteration 46Q: 3 clusters Score -2794438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2794441.000000 Penalty: 5093.560547
	Iteration 47Q: 3 clusters Score -2794441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2794448.000000 Penalty: 5093.560547
	Iteration 48Q: 3 clusters Score -2794448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2794450.500000 Penalty: 5093.560547
	Iteration 49Q: 3 clusters Score -2794450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2794451.250000 Penalty: 5093.560547
	Iteration 50Q: 3 clusters Score -2794451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2794450.750000 Penalty: 5093.560547
	Iteration 51Q: 3 clusters Score -2794451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2794450.750000 Penalty: 5093.560547
	Iteration 52F: 3 clusters Score -2794451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Entering Unmasked Estep 
Score: -3247334.250000 Penalty: 2557.684570
	Iteration 0F: 2 clusters Score -3247334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3226668.750000 Penalty: 5115.369141
	Iteration 0F: 3 clusters Score -3226669 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3234080.500000 Penalty: 5115.369141
	Iteration 1F: 3 clusters Score -3234080 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3234571.000000 Penalty: 5115.369141
	Iteration 2Q: 3 clusters Score -3234571 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3235005.250000 Penalty: 5115.369141
	Iteration 3Q: 3 clusters Score -3235005 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3235422.250000 Penalty: 5115.369141
	Iteration 4Q: 3 clusters Score -3235422 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3235882.750000 Penalty: 5115.369141
	Iteration 5Q: 3 clusters Score -3235883 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3236457.250000 Penalty: 5115.369141
	Iteration 6Q: 3 clusters Score -3236457 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3237368.500000 Penalty: 5115.369141
	Iteration 7Q: 3 clusters Score -3237368 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3238553.750000 Penalty: 5115.369141
	Iteration 8F: 3 clusters Score -3238554 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3240146.500000 Penalty: 5115.369141
	Iteration 9F: 3 clusters Score -3240146 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3241805.750000 Penalty: 5115.369141
	Iteration 10F: 3 clusters Score -3241806 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3242946.500000 Penalty: 5115.369141
	Iteration 11F: 3 clusters Score -3242946 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3243576.750000 Penalty: 5115.369141
	Iteration 12Q: 3 clusters Score -3243577 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3243923.000000 Penalty: 5115.369141
	Iteration 13Q: 3 clusters Score -3243923 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3244111.000000 Penalty: 5115.369141
	Iteration 14Q: 3 clusters Score -3244111 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3244269.500000 Penalty: 5115.369141
	Iteration 15Q: 3 clusters Score -3244270 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3244374.750000 Penalty: 5115.369141
	Iteration 16Q: 3 clusters Score -3244375 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3244495.750000 Penalty: 5115.369141
	Iteration 17Q: 3 clusters Score -3244496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3244597.250000 Penalty: 5115.369141
	Iteration 18Q: 3 clusters Score -3244597 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3244681.250000 Penalty: 5115.369141
	Iteration 19Q: 3 clusters Score -3244681 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3244762.750000 Penalty: 5115.369141
	Iteration 20F: 3 clusters Score -3244763 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3244825.500000 Penalty: 5115.369141
	Iteration 21Q: 3 clusters Score -3244826 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3244882.250000 Penalty: 5115.369141
	Iteration 22Q: 3 clusters Score -3244882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3244930.750000 Penalty: 5115.369141
	Iteration 23Q: 3 clusters Score -3244931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3244961.750000 Penalty: 5115.369141
	Iteration 24Q: 3 clusters Score -3244962 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3245003.000000 Penalty: 5115.369141
	Iteration 25Q: 3 clusters Score -3245003 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3245041.750000 Penalty: 5115.369141
	Iteration 26Q: 3 clusters Score -3245042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3245070.750000 Penalty: 5115.369141
	Iteration 27Q: 3 clusters Score -3245071 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3245095.000000 Penalty: 5115.369141
	Iteration 28Q: 3 clusters Score -3245095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3245140.750000 Penalty: 5115.369141
	Iteration 29Q: 3 clusters Score -3245141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3245172.250000 Penalty: 5115.369141
	Iteration 30Q: 3 clusters Score -3245172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3245209.500000 Penalty: 5115.369141
	Iteration 31Q: 3 clusters Score -3245210 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3245223.250000 Penalty: 5115.369141
	Iteration 32Q: 3 clusters Score -3245223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3245260.750000 Penalty: 5115.369141
	Iteration 33Q: 3 clusters Score -3245261 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3245282.250000 Penalty: 5115.369141
	Iteration 34Q: 3 clusters Score -3245282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3245305.750000 Penalty: 5115.369141
	Iteration 35Q: 3 clusters Score -3245306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3245326.750000 Penalty: 5115.369141
	Iteration 36Q: 3 clusters Score -3245327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3245338.500000 Penalty: 5115.369141
	Iteration 37Q: 3 clusters Score -3245338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3245364.250000 Penalty: 5115.369141
	Iteration 38Q: 3 clusters Score -3245364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3245380.000000 Penalty: 5115.369141
	Iteration 39Q: 3 clusters Score -3245380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3245378.750000 Penalty: 5115.369141
	Iteration 40F: 3 clusters Score -3245379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3245407.250000 Penalty: 5115.369141
	Iteration 41Q: 3 clusters Score -3245407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3245413.750000 Penalty: 5115.369141
	Iteration 42Q: 3 clusters Score -3245414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3245429.500000 Penalty: 5115.369141
	Iteration 43Q: 3 clusters Score -3245430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3245443.000000 Penalty: 5115.369141
	Iteration 44Q: 3 clusters Score -3245443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3245449.250000 Penalty: 5115.369141
	Iteration 45Q: 3 clusters Score -3245449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3245463.000000 Penalty: 5115.369141
	Iteration 46Q: 3 clusters Score -3245463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3245478.250000 Penalty: 5115.369141
	Iteration 47Q: 3 clusters Score -3245478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3245487.000000 Penalty: 5115.369141
	Iteration 48Q: 3 clusters Score -3245487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3245494.250000 Penalty: 5115.369141
	Iteration 49Q: 3 clusters Score -3245494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3245516.750000 Penalty: 5115.369141
	Iteration 50Q: 3 clusters Score -3245517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3245521.250000 Penalty: 5115.369141
	Iteration 51Q: 3 clusters Score -3245521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3245532.250000 Penalty: 5115.369141
	Iteration 52Q: 3 clusters Score -3245532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3245543.750000 Penalty: 5115.369141
	Iteration 53Q: 3 clusters Score -3245544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3245552.500000 Penalty: 5115.369141
	Iteration 54Q: 3 clusters Score -3245552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3245575.250000 Penalty: 5115.369141
	Iteration 55Q: 3 clusters Score -3245575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3245582.250000 Penalty: 5115.369141
	Iteration 56Q: 3 clusters Score -3245582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3245598.750000 Penalty: 5115.369141
	Iteration 57Q: 3 clusters Score -3245599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3245608.250000 Penalty: 5115.369141
	Iteration 58Q: 3 clusters Score -3245608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3245621.500000 Penalty: 5115.369141
	Iteration 59Q: 3 clusters Score -3245622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3245622.750000 Penalty: 5115.369141
	Iteration 60F: 3 clusters Score -3245623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3245637.000000 Penalty: 5115.369141
	Iteration 61Q: 3 clusters Score -3245637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3245636.000000 Penalty: 5115.369141
	Iteration 62Q: 3 clusters Score -3245636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3245634.500000 Penalty: 5115.369141
	Iteration 63Q: 3 clusters Score -3245634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3245640.000000 Penalty: 5115.369141
	Iteration 64Q: 3 clusters Score -3245640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3245637.250000 Penalty: 5115.369141
	Iteration 65Q: 3 clusters Score -3245637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3245643.750000 Penalty: 5115.369141
	Iteration 66Q: 3 clusters Score -3245644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3245644.000000 Penalty: 5115.369141
	Iteration 67Q: 3 clusters Score -3245644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3245647.750000 Penalty: 5115.369141
	Iteration 68Q: 3 clusters Score -3245648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3245656.500000 Penalty: 5115.369141
	Iteration 69Q: 3 clusters Score -3245656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3245662.750000 Penalty: 5115.369141
	Iteration 70Q: 3 clusters Score -3245663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3245663.750000 Penalty: 5115.369141
	Iteration 71Q: 3 clusters Score -3245664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3245664.750000 Penalty: 5115.369141
	Iteration 72Q: 3 clusters Score -3245665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3245667.250000 Penalty: 5115.369141
	Iteration 73Q: 3 clusters Score -3245667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3245667.000000 Penalty: 5115.369141
	Iteration 74Q: 3 clusters Score -3245667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3245672.250000 Penalty: 5115.369141
	Iteration 75Q: 3 clusters Score -3245672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3245673.000000 Penalty: 5115.369141
	Iteration 76Q: 3 clusters Score -3245673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3245677.500000 Penalty: 5115.369141
	Iteration 77Q: 3 clusters Score -3245678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3245682.500000 Penalty: 5115.369141
	Iteration 78Q: 3 clusters Score -3245682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3245685.250000 Penalty: 5115.369141
	Iteration 79Q: 3 clusters Score -3245685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3245684.750000 Penalty: 5115.369141
	Iteration 80F: 3 clusters Score -3245685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3245681.000000 Penalty: 5115.369141
	Iteration 81Q: 3 clusters Score -3245681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3245686.000000 Penalty: 5115.369141
	Iteration 82Q: 3 clusters Score -3245686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3245683.500000 Penalty: 5115.369141
	Iteration 83Q: 3 clusters Score -3245684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3245686.250000 Penalty: 5115.369141
	Iteration 84Q: 3 clusters Score -3245686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3245691.500000 Penalty: 5115.369141
	Iteration 85Q: 3 clusters Score -3245692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3245693.250000 Penalty: 5115.369141
	Iteration 86Q: 3 clusters Score -3245693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3245698.250000 Penalty: 5115.369141
	Iteration 87Q: 3 clusters Score -3245698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3245697.750000 Penalty: 5115.369141
	Iteration 88Q: 3 clusters Score -3245698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3245698.500000 Penalty: 5115.369141
	Iteration 89Q: 3 clusters Score -3245698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3245700.000000 Penalty: 5115.369141
	Iteration 90Q: 3 clusters Score -3245700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3245698.000000 Penalty: 5115.369141
	Iteration 91Q: 3 clusters Score -3245698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3245701.500000 Penalty: 5115.369141
	Iteration 92Q: 3 clusters Score -3245702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3245703.000000 Penalty: 5115.369141
	Iteration 93Q: 3 clusters Score -3245703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3245709.750000 Penalty: 5115.369141
	Iteration 94Q: 3 clusters Score -3245710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3245707.500000 Penalty: 5115.369141
	Iteration 95Q: 3 clusters Score -3245708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3245705.250000 Penalty: 5115.369141
	Iteration 96Q: 3 clusters Score -3245705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3245707.500000 Penalty: 5115.369141
	Iteration 97Q: 3 clusters Score -3245708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3245707.500000 Penalty: 5115.369141
	Iteration 98F: 3 clusters Score -3245708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -263080.437500 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -263080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -259832.312500 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -259832.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -260485.890625 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -260485.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -260651.234375 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -260651.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -260747.703125 Penalty: 3970.331055
	Iteration 3Q: 3 clusters Score -260747.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -260826.781250 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -260826.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -260871.156250 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -260871.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -260902.750000 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -260902.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -260926.609375 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -260926.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -260951.796875 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -260951.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260966.484375 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -260966.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -260977.062500 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -260977.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -260985.484375 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -260985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -260991.875000 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -260991.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -261000.593750 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -261000.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -261009.781250 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -261009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -261015.078125 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -261015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -261020.718750 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -261020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -261026.890625 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -261026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -261031.906250 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -261031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261035.875000 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -261035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261039.000000 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -261039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -261041.875000 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -261041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -261043.078125 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -261043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -261043.828125 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -261043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261045.734375 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -261045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261047.546875 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -261047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261048.375000 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -261048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -261050.609375 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -261050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -261052.000000 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -261052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -261055.359375 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -261055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261056.609375 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -261056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -261057.125000 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -261057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -261057.593750 Penalty: 3970.331055
	Iteration 32Q: 3 clusters Score -261057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -261057.656250 Penalty: 3970.331055
	Iteration 33Q: 3 clusters Score -261057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -261057.656250 Penalty: 3970.331055
	Iteration 34F: 3 clusters Score -261057.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Entering Unmasked Estep 
Score: -3877390.000000 Penalty: 2601.394775
	Iteration 0F: 2 clusters Score -3877390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3852954.500000 Penalty: 5202.789551
	Iteration 0F: 3 clusters Score -3852954 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3861945.500000 Penalty: 5202.789551
	Iteration 1F: 3 clusters Score -3861946 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3862696.000000 Penalty: 5202.789551
	Iteration 2F: 3 clusters Score -3862696 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3863597.750000 Penalty: 5202.789551
	Iteration 3F: 3 clusters Score -3863598 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3864753.750000 Penalty: 5202.789551
	Iteration 4F: 3 clusters Score -3864754 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3866321.000000 Penalty: 5202.789551
	Iteration 5F: 3 clusters Score -3866321 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3868326.250000 Penalty: 5202.789551
	Iteration 6F: 3 clusters Score -3868326 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3870584.000000 Penalty: 5202.789551
	Iteration 7F: 3 clusters Score -3870584 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3872445.750000 Penalty: 5202.789551
	Iteration 8F: 3 clusters Score -3872446 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3873402.500000 Penalty: 5202.789551
	Iteration 9Q: 3 clusters Score -3873402 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3873829.500000 Penalty: 5202.789551
	Iteration 10Q: 3 clusters Score -3873830 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3874041.750000 Penalty: 5202.789551
	Iteration 11Q: 3 clusters Score -3874042 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3874167.000000 Penalty: 5202.789551
	Iteration 12Q: 3 clusters Score -3874167 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3874298.500000 Penalty: 5202.789551
	Iteration 13Q: 3 clusters Score -3874298 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3874390.250000 Penalty: 5202.789551
	Iteration 14Q: 3 clusters Score -3874390 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3874502.000000 Penalty: 5202.789551
	Iteration 15Q: 3 clusters Score -3874502 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3874579.500000 Penalty: 5202.789551
	Iteration 16Q: 3 clusters Score -3874580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3874650.250000 Penalty: 5202.789551
	Iteration 17Q: 3 clusters Score -3874650 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3874715.750000 Penalty: 5202.789551
	Iteration 18Q: 3 clusters Score -3874716 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3874768.250000 Penalty: 5202.789551
	Iteration 19Q: 3 clusters Score -3874768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3874837.000000 Penalty: 5202.789551
	Iteration 20F: 3 clusters Score -3874837 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3874902.750000 Penalty: 5202.789551
	Iteration 21Q: 3 clusters Score -3874903 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3874948.250000 Penalty: 5202.789551
	Iteration 22Q: 3 clusters Score -3874948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3874992.250000 Penalty: 5202.789551
	Iteration 23Q: 3 clusters Score -3874992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3875024.000000 Penalty: 5202.789551
	Iteration 24Q: 3 clusters Score -3875024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3875085.250000 Penalty: 5202.789551
	Iteration 25Q: 3 clusters Score -3875085 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3875114.000000 Penalty: 5202.789551
	Iteration 26Q: 3 clusters Score -3875114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3875155.750000 Penalty: 5202.789551
	Iteration 27Q: 3 clusters Score -3875156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3875179.750000 Penalty: 5202.789551
	Iteration 28Q: 3 clusters Score -3875180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3875210.750000 Penalty: 5202.789551
	Iteration 29Q: 3 clusters Score -3875211 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3875231.750000 Penalty: 5202.789551
	Iteration 30Q: 3 clusters Score -3875232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3875265.750000 Penalty: 5202.789551
	Iteration 31Q: 3 clusters Score -3875266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3875276.750000 Penalty: 5202.789551
	Iteration 32Q: 3 clusters Score -3875277 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3875295.000000 Penalty: 5202.789551
	Iteration 33Q: 3 clusters Score -3875295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3875309.250000 Penalty: 5202.789551
	Iteration 34Q: 3 clusters Score -3875309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3875334.500000 Penalty: 5202.789551
	Iteration 35Q: 3 clusters Score -3875334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3875365.000000 Penalty: 5202.789551
	Iteration 36Q: 3 clusters Score -3875365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3875380.750000 Penalty: 5202.789551
	Iteration 37Q: 3 clusters Score -3875381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3875390.500000 Penalty: 5202.789551
	Iteration 38Q: 3 clusters Score -3875390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3875397.250000 Penalty: 5202.789551
	Iteration 39Q: 3 clusters Score -3875397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3875402.500000 Penalty: 5202.789551
	Iteration 40F: 3 clusters Score -3875402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3875396.250000 Penalty: 5202.789551
	Iteration 41Q: 3 clusters Score -3875396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3875407.000000 Penalty: 5202.789551
	Iteration 42Q: 3 clusters Score -3875407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3875419.750000 Penalty: 5202.789551
	Iteration 43Q: 3 clusters Score -3875420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3875414.750000 Penalty: 5202.789551
	Iteration 44Q: 3 clusters Score -3875415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3875428.250000 Penalty: 5202.789551
	Iteration 45Q: 3 clusters Score -3875428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3875432.000000 Penalty: 5202.789551
	Iteration 46Q: 3 clusters Score -3875432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3875429.250000 Penalty: 5202.789551
	Iteration 47Q: 3 clusters Score -3875429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3875440.750000 Penalty: 5202.789551
	Iteration 48Q: 3 clusters Score -3875441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3875448.250000 Penalty: 5202.789551
	Iteration 49Q: 3 clusters Score -3875448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3875446.250000 Penalty: 5202.789551
	Iteration 50Q: 3 clusters Score -3875446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3875441.750000 Penalty: 5202.789551
	Iteration 51Q: 3 clusters Score -3875442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3875452.750000 Penalty: 5202.789551
	Iteration 52Q: 3 clusters Score -3875453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3875451.000000 Penalty: 5202.789551
	Iteration 53Q: 3 clusters Score -3875451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3875454.750000 Penalty: 5202.789551
	Iteration 54Q: 3 clusters Score -3875455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3875460.750000 Penalty: 5202.789551
	Iteration 55Q: 3 clusters Score -3875461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3875457.000000 Penalty: 5202.789551
	Iteration 56Q: 3 clusters Score -3875457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3875459.000000 Penalty: 5202.789551
	Iteration 57Q: 3 clusters Score -3875459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3875463.500000 Penalty: 5202.789551
	Iteration 58Q: 3 clusters Score -3875464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3875479.000000 Penalty: 5202.789551
	Iteration 59Q: 3 clusters Score -3875479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3875482.500000 Penalty: 5202.789551
	Iteration 60F: 3 clusters Score -3875482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3875486.250000 Penalty: 5202.789551
	Iteration 61Q: 3 clusters Score -3875486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3875490.750000 Penalty: 5202.789551
	Iteration 62Q: 3 clusters Score -3875491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3875493.500000 Penalty: 5202.789551
	Iteration 63Q: 3 clusters Score -3875494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3875497.500000 Penalty: 5202.789551
	Iteration 64Q: 3 clusters Score -3875498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3875505.750000 Penalty: 5202.789551
	Iteration 65Q: 3 clusters Score -3875506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3875503.250000 Penalty: 5202.789551
	Iteration 66Q: 3 clusters Score -3875503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3875510.250000 Penalty: 5202.789551
	Iteration 67Q: 3 clusters Score -3875510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3875503.000000 Penalty: 5202.789551
	Iteration 68Q: 3 clusters Score -3875503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3875505.000000 Penalty: 5202.789551
	Iteration 69Q: 3 clusters Score -3875505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3875509.500000 Penalty: 5202.789551
	Iteration 70Q: 3 clusters Score -3875510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3875510.750000 Penalty: 5202.789551
	Iteration 71Q: 3 clusters Score -3875511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3875511.750000 Penalty: 5202.789551
	Iteration 72Q: 3 clusters Score -3875512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3875514.750000 Penalty: 5202.789551
	Iteration 73Q: 3 clusters Score -3875515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3875513.000000 Penalty: 5202.789551
	Iteration 74Q: 3 clusters Score -3875513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3875517.500000 Penalty: 5202.789551
	Iteration 75Q: 3 clusters Score -3875518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3875518.000000 Penalty: 5202.789551
	Iteration 76Q: 3 clusters Score -3875518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3875516.250000 Penalty: 5202.789551
	Iteration 77Q: 3 clusters Score -3875516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3875518.000000 Penalty: 5202.789551
	Iteration 78Q: 3 clusters Score -3875518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3875518.000000 Penalty: 5202.789551
	Iteration 79Q: 3 clusters Score -3875518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3875521.250000 Penalty: 5202.789551
	Iteration 80F: 3 clusters Score -3875521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25121.738281 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25121.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25464.671875 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25464.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25578.888672 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25578.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25623.601562 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25629.189453 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25629.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25630.841797 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25630.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25630.841797 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -25630.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Entering Unmasked Estep 
Score: -6876188.500000 Penalty: 2756.847412
	Iteration 0F: 2 clusters Score -6876188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6831096.000000 Penalty: 5513.694824
	Iteration 0F: 3 clusters Score -6831096 nChanged 31337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -6848643.500000 Penalty: 5513.694824
	Iteration 1F: 3 clusters Score -6848644 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6849341.000000 Penalty: 5513.694824
	Iteration 2Q: 3 clusters Score -6849341 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -6850243.000000 Penalty: 5513.694824
	Iteration 3Q: 3 clusters Score -6850243 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -6851680.000000 Penalty: 5513.694824
	Iteration 4Q: 3 clusters Score -6851680 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -6854024.500000 Penalty: 5513.694824
	Iteration 5F: 3 clusters Score -6854024 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -6857942.000000 Penalty: 5513.694824
	Iteration 6F: 3 clusters Score -6857942 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -6863287.000000 Penalty: 5513.694824
	Iteration 7F: 3 clusters Score -6863287 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6868638.000000 Penalty: 5513.694824
	Iteration 8F: 3 clusters Score -6868638 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6871904.000000 Penalty: 5513.694824
	Iteration 9Q: 3 clusters Score -6871904 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6873198.000000 Penalty: 5513.694824
	Iteration 10Q: 3 clusters Score -6873198 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6873554.500000 Penalty: 5513.694824
	Iteration 11Q: 3 clusters Score -6873554 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6873706.000000 Penalty: 5513.694824
	Iteration 12Q: 3 clusters Score -6873706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6873772.500000 Penalty: 5513.694824
	Iteration 13Q: 3 clusters Score -6873772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6873815.000000 Penalty: 5513.694824
	Iteration 14Q: 3 clusters Score -6873815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6873839.500000 Penalty: 5513.694824
	Iteration 15Q: 3 clusters Score -6873840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6873861.000000 Penalty: 5513.694824
	Iteration 16Q: 3 clusters Score -6873861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6873868.000000 Penalty: 5513.694824
	Iteration 17Q: 3 clusters Score -6873868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6873865.500000 Penalty: 5513.694824
	Iteration 18Q: 3 clusters Score -6873866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6873881.500000 Penalty: 5513.694824
	Iteration 19Q: 3 clusters Score -6873882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6873886.500000 Penalty: 5513.694824
	Iteration 20F: 3 clusters Score -6873886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6873888.500000 Penalty: 5513.694824
	Iteration 21Q: 3 clusters Score -6873888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6873884.000000 Penalty: 5513.694824
	Iteration 22Q: 3 clusters Score -6873884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6873884.000000 Penalty: 5513.694824
	Iteration 23Q: 3 clusters Score -6873884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6873884.500000 Penalty: 5513.694824
	Iteration 24Q: 3 clusters Score -6873884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6873888.500000 Penalty: 5513.694824
	Iteration 25Q: 3 clusters Score -6873888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6873900.500000 Penalty: 5513.694824
	Iteration 26Q: 3 clusters Score -6873900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6873903.000000 Penalty: 5513.694824
	Iteration 27Q: 3 clusters Score -6873903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6873905.500000 Penalty: 5513.694824
	Iteration 28Q: 3 clusters Score -6873906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6873909.000000 Penalty: 5513.694824
	Iteration 29Q: 3 clusters Score -6873909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6873909.000000 Penalty: 5513.694824
	Iteration 30F: 3 clusters Score -6873909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Entering Unmasked Estep 
Score: -1637038.125000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -1637038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1625887.625000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -1625888 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1629415.625000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -1629416 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1629727.625000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -1629728 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1629977.875000 Penalty: 4781.719238
	Iteration 3Q: 3 clusters Score -1629978 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1630200.000000 Penalty: 4781.719238
	Iteration 4Q: 3 clusters Score -1630200 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1630404.250000 Penalty: 4781.719238
	Iteration 5Q: 3 clusters Score -1630404 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1630600.875000 Penalty: 4781.719238
	Iteration 6Q: 3 clusters Score -1630601 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1630831.250000 Penalty: 4781.719238
	Iteration 7Q: 3 clusters Score -1630831 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1631161.500000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -1631162 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1631630.875000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -1631631 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1632228.000000 Penalty: 4781.719238
	Iteration 10F: 3 clusters Score -1632228 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1632921.625000 Penalty: 4781.719238
	Iteration 11F: 3 clusters Score -1632922 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1633612.875000 Penalty: 4781.719238
	Iteration 12F: 3 clusters Score -1633613 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1634195.000000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -1634195 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1634491.000000 Penalty: 4781.719238
	Iteration 14Q: 3 clusters Score -1634491 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1634641.500000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -1634642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1634745.750000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -1634746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1634790.375000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -1634790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1634828.500000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -1634828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1634851.375000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -1634851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1634866.375000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -1634866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1634878.750000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -1634879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1634887.250000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -1634887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1634889.875000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -1634890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1634890.875000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -1634891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1634898.500000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -1634898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1634903.875000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -1634904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1634911.750000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -1634912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1634916.375000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -1634916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1634922.625000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -1634923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1634927.375000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -1634927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1634928.125000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -1634928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1634928.125000 Penalty: 4781.719238
	Iteration 32F: 3 clusters Score -1634928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -239508.390625 Penalty: 1922.898682
	Iteration 0F: 2 clusters Score -239508.4 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 1145 members 
Entering Unmasked Estep 
Score: -236637.718750 Penalty: 3845.797363
	Iteration 0F: 3 clusters Score -236637.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237235.625000 Penalty: 3845.797363
	Iteration 1F: 3 clusters Score -237235.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237468.437500 Penalty: 3845.797363
	Iteration 2F: 3 clusters Score -237468.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -237722.546875 Penalty: 3845.797363
	Iteration 3F: 3 clusters Score -237722.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -238040.281250 Penalty: 3845.797363
	Iteration 4F: 3 clusters Score -238040.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -238325.875000 Penalty: 3845.797363
	Iteration 5F: 3 clusters Score -238325.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -238559.937500 Penalty: 3845.797363
	Iteration 6F: 3 clusters Score -238559.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -238811.234375 Penalty: 3845.797363
	Iteration 7Q: 3 clusters Score -238811.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -239065.484375 Penalty: 3845.797363
	Iteration 8Q: 3 clusters Score -239065.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -239175.765625 Penalty: 3845.797363
	Iteration 9Q: 3 clusters Score -239175.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239215.453125 Penalty: 3845.797363
	Iteration 10Q: 3 clusters Score -239215.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239240.062500 Penalty: 3845.797363
	Iteration 11Q: 3 clusters Score -239240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239253.734375 Penalty: 3845.797363
	Iteration 12Q: 3 clusters Score -239253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239257.468750 Penalty: 3845.797363
	Iteration 13Q: 3 clusters Score -239257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239260.906250 Penalty: 3845.797363
	Iteration 14Q: 3 clusters Score -239260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -239264.250000 Penalty: 3845.797363
	Iteration 15Q: 3 clusters Score -239264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -239266.046875 Penalty: 3845.797363
	Iteration 16Q: 3 clusters Score -239266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -239268.125000 Penalty: 3845.797363
	Iteration 17Q: 3 clusters Score -239268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -239268.125000 Penalty: 3845.797363
	Iteration 18F: 3 clusters Score -239268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Entering Unmasked Estep 
Score: -2222411.750000 Penalty: 2460.842041
	Iteration 0F: 2 clusters Score -2222412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2208142.750000 Penalty: 4921.684082
	Iteration 0F: 3 clusters Score -2208143 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2213048.250000 Penalty: 4921.684082
	Iteration 1F: 3 clusters Score -2213048 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2213476.000000 Penalty: 4921.684082
	Iteration 2F: 3 clusters Score -2213476 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2213916.000000 Penalty: 4921.684082
	Iteration 3F: 3 clusters Score -2213916 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2214402.750000 Penalty: 4921.684082
	Iteration 4Q: 3 clusters Score -2214403 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2215018.500000 Penalty: 4921.684082
	Iteration 5F: 3 clusters Score -2215018 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2215757.750000 Penalty: 4921.684082
	Iteration 6F: 3 clusters Score -2215758 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2216671.000000 Penalty: 4921.684082
	Iteration 7F: 3 clusters Score -2216671 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2217665.000000 Penalty: 4921.684082
	Iteration 8F: 3 clusters Score -2217665 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2218578.250000 Penalty: 4921.684082
	Iteration 9F: 3 clusters Score -2218578 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2219228.500000 Penalty: 4921.684082
	Iteration 10Q: 3 clusters Score -2219228 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2219653.750000 Penalty: 4921.684082
	Iteration 11Q: 3 clusters Score -2219654 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2219905.250000 Penalty: 4921.684082
	Iteration 12Q: 3 clusters Score -2219905 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2220018.000000 Penalty: 4921.684082
	Iteration 13Q: 3 clusters Score -2220018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2220079.500000 Penalty: 4921.684082
	Iteration 14Q: 3 clusters Score -2220080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2220126.750000 Penalty: 4921.684082
	Iteration 15Q: 3 clusters Score -2220127 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2220167.750000 Penalty: 4921.684082
	Iteration 16Q: 3 clusters Score -2220168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2220198.250000 Penalty: 4921.684082
	Iteration 17Q: 3 clusters Score -2220198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2220233.750000 Penalty: 4921.684082
	Iteration 18Q: 3 clusters Score -2220234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2220259.500000 Penalty: 4921.684082
	Iteration 19Q: 3 clusters Score -2220260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2220279.500000 Penalty: 4921.684082
	Iteration 20F: 3 clusters Score -2220280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2220294.250000 Penalty: 4921.684082
	Iteration 21Q: 3 clusters Score -2220294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2220300.750000 Penalty: 4921.684082
	Iteration 22Q: 3 clusters Score -2220301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2220313.250000 Penalty: 4921.684082
	Iteration 23Q: 3 clusters Score -2220313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2220313.500000 Penalty: 4921.684082
	Iteration 24Q: 3 clusters Score -2220314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2220314.250000 Penalty: 4921.684082
	Iteration 25Q: 3 clusters Score -2220314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2220325.500000 Penalty: 4921.684082
	Iteration 26Q: 3 clusters Score -2220326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2220331.250000 Penalty: 4921.684082
	Iteration 27Q: 3 clusters Score -2220331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2220327.750000 Penalty: 4921.684082
	Iteration 28Q: 3 clusters Score -2220328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2220332.250000 Penalty: 4921.684082
	Iteration 29Q: 3 clusters Score -2220332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2220332.250000 Penalty: 4921.684082
	Iteration 30Q: 3 clusters Score -2220332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2220332.250000 Penalty: 4921.684082
	Iteration 31Q: 3 clusters Score -2220332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2220338.250000 Penalty: 4921.684082
	Iteration 32Q: 3 clusters Score -2220338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2220340.500000 Penalty: 4921.684082
	Iteration 33Q: 3 clusters Score -2220340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2220345.500000 Penalty: 4921.684082
	Iteration 34Q: 3 clusters Score -2220346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2220354.750000 Penalty: 4921.684082
	Iteration 35Q: 3 clusters Score -2220355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2220364.500000 Penalty: 4921.684082
	Iteration 36Q: 3 clusters Score -2220364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2220373.500000 Penalty: 4921.684082
	Iteration 37Q: 3 clusters Score -2220374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2220373.750000 Penalty: 4921.684082
	Iteration 38Q: 3 clusters Score -2220374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2220380.000000 Penalty: 4921.684082
	Iteration 39Q: 3 clusters Score -2220380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2220387.250000 Penalty: 4921.684082
	Iteration 40F: 3 clusters Score -2220387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2220384.250000 Penalty: 4921.684082
	Iteration 41Q: 3 clusters Score -2220384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2220391.750000 Penalty: 4921.684082
	Iteration 42Q: 3 clusters Score -2220392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2220392.000000 Penalty: 4921.684082
	Iteration 43Q: 3 clusters Score -2220392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2220394.500000 Penalty: 4921.684082
	Iteration 44Q: 3 clusters Score -2220394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2220400.250000 Penalty: 4921.684082
	Iteration 45Q: 3 clusters Score -2220400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2220407.750000 Penalty: 4921.684082
	Iteration 46Q: 3 clusters Score -2220408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2220410.000000 Penalty: 4921.684082
	Iteration 47Q: 3 clusters Score -2220410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2220417.000000 Penalty: 4921.684082
	Iteration 48Q: 3 clusters Score -2220417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2220415.500000 Penalty: 4921.684082
	Iteration 49Q: 3 clusters Score -2220416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2220418.500000 Penalty: 4921.684082
	Iteration 50Q: 3 clusters Score -2220418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2220421.000000 Penalty: 4921.684082
	Iteration 51Q: 3 clusters Score -2220421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2220420.500000 Penalty: 4921.684082
	Iteration 52Q: 3 clusters Score -2220420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2220431.000000 Penalty: 4921.684082
	Iteration 53Q: 3 clusters Score -2220431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2220429.000000 Penalty: 4921.684082
	Iteration 54Q: 3 clusters Score -2220429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2220434.000000 Penalty: 4921.684082
	Iteration 55Q: 3 clusters Score -2220434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2220439.750000 Penalty: 4921.684082
	Iteration 56Q: 3 clusters Score -2220440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2220438.500000 Penalty: 4921.684082
	Iteration 57Q: 3 clusters Score -2220438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2220442.500000 Penalty: 4921.684082
	Iteration 58Q: 3 clusters Score -2220442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2220443.250000 Penalty: 4921.684082
	Iteration 59Q: 3 clusters Score -2220443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2220442.250000 Penalty: 4921.684082
	Iteration 60F: 3 clusters Score -2220442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70132.679688 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70132.68 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70661.523438 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70661.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70906.812500 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -70906.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -70992.796875 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -70992.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71066.054688 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -71066.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -71130.460938 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -71130.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -71189.578125 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71189.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71220.171875 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71220.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71267.765625 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -71267.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -71311.687500 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -71311.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -71344.250000 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -71344.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -71437.648438 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -71437.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -71469.867188 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -71469.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71489.632812 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -71489.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -71505.296875 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -71505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71529.710938 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -71529.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71574.304688 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -71574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -71611.671875 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -71611.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71685.335938 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -71685.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71707.679688 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -71707.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71707.679688 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -71707.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (409885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409885 members 
Entering Unmasked Estep 
Score: -43308156.000000 Penalty: 3205.060547
	Iteration 0F: 2 clusters Score -4.330816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204919 members 
Mstep: Class 2 contains 204966 members 
Entering Unmasked Estep 
Score: -43062344.000000 Penalty: 6410.121094
	Iteration 0F: 3 clusters Score -4.306234e+07 nChanged 199449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202250 members 
Mstep: Class 2 contains 207635 members 
Entering Unmasked Estep 
Score: -43181392.000000 Penalty: 6410.121094
	Iteration 1F: 3 clusters Score -4.318139e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 209242 members 
Entering Unmasked Estep 
Score: -43182932.000000 Penalty: 6410.121094
	Iteration 2Q: 3 clusters Score -4.318293e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198152 members 
Mstep: Class 2 contains 211733 members 
Entering Unmasked Estep 
Score: -43184756.000000 Penalty: 6410.121094
	Iteration 3Q: 3 clusters Score -4.318476e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194455 members 
Mstep: Class 2 contains 215430 members 
Entering Unmasked Estep 
Score: -43187260.000000 Penalty: 6410.121094
	Iteration 4Q: 3 clusters Score -4.318726e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188909 members 
Mstep: Class 2 contains 220976 members 
Entering Unmasked Estep 
Score: -43190408.000000 Penalty: 6410.121094
	Iteration 5Q: 3 clusters Score -4.319041e+07 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180869 members 
Mstep: Class 2 contains 229016 members 
Entering Unmasked Estep 
Score: -43195304.000000 Penalty: 6410.121094
	Iteration 6Q: 3 clusters Score -4.31953e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 240275 members 
Entering Unmasked Estep 
Score: -43202704.000000 Penalty: 6410.121094
	Iteration 7Q: 3 clusters Score -4.32027e+07 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 255293 members 
Entering Unmasked Estep 
Score: -43213972.000000 Penalty: 6410.121094
	Iteration 8F: 3 clusters Score -4.321397e+07 nChanged 24291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136399 members 
Mstep: Class 2 contains 273486 members 
Entering Unmasked Estep 
Score: -43230272.000000 Penalty: 6410.121094
	Iteration 9F: 3 clusters Score -4.323027e+07 nChanged 25497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 292309 members 
Entering Unmasked Estep 
Score: -43250244.000000 Penalty: 6410.121094
	Iteration 10F: 3 clusters Score -4.325024e+07 nChanged 22982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 308503 members 
Entering Unmasked Estep 
Score: -43267264.000000 Penalty: 6410.121094
	Iteration 11F: 3 clusters Score -4.326726e+07 nChanged 17526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 321137 members 
Entering Unmasked Estep 
Score: -43277556.000000 Penalty: 6410.121094
	Iteration 12Q: 3 clusters Score -4.327756e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 332023 members 
Entering Unmasked Estep 
Score: -43282956.000000 Penalty: 6410.121094
	Iteration 13Q: 3 clusters Score -4.328296e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 342061 members 
Entering Unmasked Estep 
Score: -43286512.000000 Penalty: 6410.121094
	Iteration 14Q: 3 clusters Score -4.328651e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 351539 members 
Entering Unmasked Estep 
Score: -43289460.000000 Penalty: 6410.121094
	Iteration 15Q: 3 clusters Score -4.328946e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 360423 members 
Entering Unmasked Estep 
Score: -43291672.000000 Penalty: 6410.121094
	Iteration 16Q: 3 clusters Score -4.329167e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 368681 members 
Entering Unmasked Estep 
Score: -43294012.000000 Penalty: 6410.121094
	Iteration 17Q: 3 clusters Score -4.329401e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 376033 members 
Entering Unmasked Estep 
Score: -43295432.000000 Penalty: 6410.121094
	Iteration 18Q: 3 clusters Score -4.329543e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 382543 members 
Entering Unmasked Estep 
Score: -43297228.000000 Penalty: 6410.121094
	Iteration 19Q: 3 clusters Score -4.329723e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 388016 members 
Entering Unmasked Estep 
Score: -43298516.000000 Penalty: 6410.121094
	Iteration 20F: 3 clusters Score -4.329852e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 392509 members 
Entering Unmasked Estep 
Score: -43299740.000000 Penalty: 6410.121094
	Iteration 21Q: 3 clusters Score -4.329974e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 396098 members 
Entering Unmasked Estep 
Score: -43300600.000000 Penalty: 6410.121094
	Iteration 22Q: 3 clusters Score -4.33006e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 398948 members 
Entering Unmasked Estep 
Score: -43301292.000000 Penalty: 6410.121094
	Iteration 23Q: 3 clusters Score -4.330129e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 401141 members 
Entering Unmasked Estep 
Score: -43302100.000000 Penalty: 6410.121094
	Iteration 24Q: 3 clusters Score -4.33021e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 402802 members 
Entering Unmasked Estep 
Score: -43302736.000000 Penalty: 6410.121094
	Iteration 25Q: 3 clusters Score -4.330274e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 404015 members 
Entering Unmasked Estep 
Score: -43303224.000000 Penalty: 6410.121094
	Iteration 26Q: 3 clusters Score -4.330322e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 404966 members 
Entering Unmasked Estep 
Score: -43303572.000000 Penalty: 6410.121094
	Iteration 27Q: 3 clusters Score -4.330357e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 405658 members 
Entering Unmasked Estep 
Score: -43303964.000000 Penalty: 6410.121094
	Iteration 28Q: 3 clusters Score -4.330396e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 406181 members 
Entering Unmasked Estep 
Score: -43304248.000000 Penalty: 6410.121094
	Iteration 29Q: 3 clusters Score -4.330425e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 406600 members 
Entering Unmasked Estep 
Score: -43304496.000000 Penalty: 6410.121094
	Iteration 30Q: 3 clusters Score -4.33045e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 406902 members 
Entering Unmasked Estep 
Score: -43304656.000000 Penalty: 6410.121094
	Iteration 31Q: 3 clusters Score -4.330466e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 407147 members 
Entering Unmasked Estep 
Score: -43304860.000000 Penalty: 6410.121094
	Iteration 32Q: 3 clusters Score -4.330486e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 407347 members 
Entering Unmasked Estep 
Score: -43305024.000000 Penalty: 6410.121094
	Iteration 33Q: 3 clusters Score -4.330502e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 407499 members 
Entering Unmasked Estep 
Score: -43305136.000000 Penalty: 6410.121094
	Iteration 34Q: 3 clusters Score -4.330514e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 407633 members 
Entering Unmasked Estep 
Score: -43305208.000000 Penalty: 6410.121094
	Iteration 35Q: 3 clusters Score -4.330521e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 407712 members 
Entering Unmasked Estep 
Score: -43305220.000000 Penalty: 6410.121094
	Iteration 36Q: 3 clusters Score -4.330522e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 407779 members 
Entering Unmasked Estep 
Score: -43305332.000000 Penalty: 6410.121094
	Iteration 37Q: 3 clusters Score -4.330533e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 407832 members 
Entering Unmasked Estep 
Score: -43305296.000000 Penalty: 6410.121094
	Iteration 38Q: 3 clusters Score -4.33053e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 407883 members 
Entering Unmasked Estep 
Score: -43305300.000000 Penalty: 6410.121094
	Iteration 39Q: 3 clusters Score -4.33053e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 407926 members 
Entering Unmasked Estep 
Score: -43305308.000000 Penalty: 6410.121094
	Iteration 40F: 3 clusters Score -4.330531e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 407961 members 
Entering Unmasked Estep 
Score: -43305364.000000 Penalty: 6410.121094
	Iteration 41Q: 3 clusters Score -4.330536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 407993 members 
Entering Unmasked Estep 
Score: -43305408.000000 Penalty: 6410.121094
	Iteration 42Q: 3 clusters Score -4.330541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 408026 members 
Entering Unmasked Estep 
Score: -43305404.000000 Penalty: 6410.121094
	Iteration 43Q: 3 clusters Score -4.33054e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 408053 members 
Entering Unmasked Estep 
Score: -43305408.000000 Penalty: 6410.121094
	Iteration 44Q: 3 clusters Score -4.330541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 408073 members 
Entering Unmasked Estep 
Score: -43305436.000000 Penalty: 6410.121094
	Iteration 45Q: 3 clusters Score -4.330544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 408087 members 
Entering Unmasked Estep 
Score: -43305436.000000 Penalty: 6410.121094
	Iteration 46Q: 3 clusters Score -4.330544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 408113 members 
Entering Unmasked Estep 
Score: -43305428.000000 Penalty: 6410.121094
	Iteration 47Q: 3 clusters Score -4.330543e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 408127 members 
Entering Unmasked Estep 
Score: -43305480.000000 Penalty: 6410.121094
	Iteration 48Q: 3 clusters Score -4.330548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 408131 members 
Entering Unmasked Estep 
Score: -43305452.000000 Penalty: 6410.121094
	Iteration 49Q: 3 clusters Score -4.330545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 408130 members 
Entering Unmasked Estep 
Score: -43305496.000000 Penalty: 6410.121094
	Iteration 50Q: 3 clusters Score -4.33055e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 408143 members 
Entering Unmasked Estep 
Score: -43305504.000000 Penalty: 6410.121094
	Iteration 51Q: 3 clusters Score -4.33055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 408143 members 
Entering Unmasked Estep 
Score: -43305468.000000 Penalty: 6410.121094
	Iteration 52Q: 3 clusters Score -4.330547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 408147 members 
Entering Unmasked Estep 
Score: -43305448.000000 Penalty: 6410.121094
	Iteration 53Q: 3 clusters Score -4.330545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 408151 members 
Entering Unmasked Estep 
Score: -43305452.000000 Penalty: 6410.121094
	Iteration 54Q: 3 clusters Score -4.330545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 408158 members 
Entering Unmasked Estep 
Score: -43305460.000000 Penalty: 6410.121094
	Iteration 55Q: 3 clusters Score -4.330546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 408161 members 
Entering Unmasked Estep 
Score: -43305448.000000 Penalty: 6410.121094
	Iteration 56Q: 3 clusters Score -4.330545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 408167 members 
Entering Unmasked Estep 
Score: -43305452.000000 Penalty: 6410.121094
	Iteration 57Q: 3 clusters Score -4.330545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 408174 members 
Entering Unmasked Estep 
Score: -43305432.000000 Penalty: 6410.121094
	Iteration 58Q: 3 clusters Score -4.330543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 408180 members 
Entering Unmasked Estep 
Score: -43305432.000000 Penalty: 6410.121094
	Iteration 59Q: 3 clusters Score -4.330543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 408185 members 
Entering Unmasked Estep 
Score: -43305436.000000 Penalty: 6410.121094
	Iteration 60F: 3 clusters Score -4.330544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 408186 members 
Entering Unmasked Estep 
Score: -43305424.000000 Penalty: 6410.121094
	Iteration 61Q: 3 clusters Score -4.330542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 408182 members 
Entering Unmasked Estep 
Score: -43305440.000000 Penalty: 6410.121094
	Iteration 62Q: 3 clusters Score -4.330544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 408183 members 
Entering Unmasked Estep 
Score: -43305444.000000 Penalty: 6410.121094
	Iteration 63Q: 3 clusters Score -4.330544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 408183 members 
Entering Unmasked Estep 
Score: -43305428.000000 Penalty: 6410.121094
	Iteration 64Q: 3 clusters Score -4.330543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 408184 members 
Entering Unmasked Estep 
Score: -43305452.000000 Penalty: 6410.121094
	Iteration 65Q: 3 clusters Score -4.330545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 408187 members 
Entering Unmasked Estep 
Score: -43305432.000000 Penalty: 6410.121094
	Iteration 66Q: 3 clusters Score -4.330543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 408187 members 
Entering Unmasked Estep 
Score: -43305432.000000 Penalty: 6410.121094
	Iteration 67F: 3 clusters Score -4.330543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -356162.625000 Penalty: 2030.726074
	Iteration 0F: 2 clusters Score -356162.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -352540.562500 Penalty: 4061.452148
	Iteration 0F: 3 clusters Score -352540.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -353269.875000 Penalty: 4061.452148
	Iteration 1F: 3 clusters Score -353269.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -353437.031250 Penalty: 4061.452148
	Iteration 2F: 3 clusters Score -353437 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -353553.312500 Penalty: 4061.452148
	Iteration 3Q: 3 clusters Score -353553.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -353619.437500 Penalty: 4061.452148
	Iteration 4Q: 3 clusters Score -353619.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -353667.250000 Penalty: 4061.452148
	Iteration 5Q: 3 clusters Score -353667.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -353706.593750 Penalty: 4061.452148
	Iteration 6Q: 3 clusters Score -353706.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -353739.062500 Penalty: 4061.452148
	Iteration 7Q: 3 clusters Score -353739.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -353770.375000 Penalty: 4061.452148
	Iteration 8Q: 3 clusters Score -353770.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -353792.718750 Penalty: 4061.452148
	Iteration 9Q: 3 clusters Score -353792.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -353806.656250 Penalty: 4061.452148
	Iteration 10Q: 3 clusters Score -353806.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -353817.843750 Penalty: 4061.452148
	Iteration 11Q: 3 clusters Score -353817.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -353827.843750 Penalty: 4061.452148
	Iteration 12Q: 3 clusters Score -353827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -353838.625000 Penalty: 4061.452148
	Iteration 13Q: 3 clusters Score -353838.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -353855.593750 Penalty: 4061.452148
	Iteration 14Q: 3 clusters Score -353855.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -353870.843750 Penalty: 4061.452148
	Iteration 15Q: 3 clusters Score -353870.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -353892.125000 Penalty: 4061.452148
	Iteration 16Q: 3 clusters Score -353892.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -353906.906250 Penalty: 4061.452148
	Iteration 17Q: 3 clusters Score -353906.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -353926.125000 Penalty: 4061.452148
	Iteration 18Q: 3 clusters Score -353926.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -353945.031250 Penalty: 4061.452148
	Iteration 19Q: 3 clusters Score -353945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -353967.937500 Penalty: 4061.452148
	Iteration 20F: 3 clusters Score -353967.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -353997.375000 Penalty: 4061.452148
	Iteration 21Q: 3 clusters Score -353997.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354018.843750 Penalty: 4061.452148
	Iteration 22Q: 3 clusters Score -354018.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -354037.500000 Penalty: 4061.452148
	Iteration 23Q: 3 clusters Score -354037.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354051.406250 Penalty: 4061.452148
	Iteration 24Q: 3 clusters Score -354051.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -354059.406250 Penalty: 4061.452148
	Iteration 25Q: 3 clusters Score -354059.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -354066.062500 Penalty: 4061.452148
	Iteration 26Q: 3 clusters Score -354066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -354074.218750 Penalty: 4061.452148
	Iteration 27Q: 3 clusters Score -354074.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -354082.718750 Penalty: 4061.452148
	Iteration 28Q: 3 clusters Score -354082.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -354092.406250 Penalty: 4061.452148
	Iteration 29Q: 3 clusters Score -354092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -354098.718750 Penalty: 4061.452148
	Iteration 30Q: 3 clusters Score -354098.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -354107.187500 Penalty: 4061.452148
	Iteration 31Q: 3 clusters Score -354107.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -354114.593750 Penalty: 4061.452148
	Iteration 32Q: 3 clusters Score -354114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -354118.031250 Penalty: 4061.452148
	Iteration 33Q: 3 clusters Score -354118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -354120.125000 Penalty: 4061.452148
	Iteration 34Q: 3 clusters Score -354120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -354122.093750 Penalty: 4061.452148
	Iteration 35Q: 3 clusters Score -354122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -354125.437500 Penalty: 4061.452148
	Iteration 36Q: 3 clusters Score -354125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -354127.406250 Penalty: 4061.452148
	Iteration 37Q: 3 clusters Score -354127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -354129.375000 Penalty: 4061.452148
	Iteration 38Q: 3 clusters Score -354129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -354132.000000 Penalty: 4061.452148
	Iteration 39Q: 3 clusters Score -354132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -354136.062500 Penalty: 4061.452148
	Iteration 40F: 3 clusters Score -354136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -354141.593750 Penalty: 4061.452148
	Iteration 41Q: 3 clusters Score -354141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -354149.062500 Penalty: 4061.452148
	Iteration 42Q: 3 clusters Score -354149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -354152.562500 Penalty: 4061.452148
	Iteration 43Q: 3 clusters Score -354152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -354153.187500 Penalty: 4061.452148
	Iteration 44Q: 3 clusters Score -354153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -354154.031250 Penalty: 4061.452148
	Iteration 45Q: 3 clusters Score -354154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -354154.500000 Penalty: 4061.452148
	Iteration 46Q: 3 clusters Score -354154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -354156.468750 Penalty: 4061.452148
	Iteration 47Q: 3 clusters Score -354156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -354158.125000 Penalty: 4061.452148
	Iteration 48Q: 3 clusters Score -354158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -354160.468750 Penalty: 4061.452148
	Iteration 49Q: 3 clusters Score -354160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -354162.625000 Penalty: 4061.452148
	Iteration 50Q: 3 clusters Score -354162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -354165.500000 Penalty: 4061.452148
	Iteration 51Q: 3 clusters Score -354165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -354171.156250 Penalty: 4061.452148
	Iteration 52Q: 3 clusters Score -354171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -354178.156250 Penalty: 4061.452148
	Iteration 53Q: 3 clusters Score -354178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -354181.625000 Penalty: 4061.452148
	Iteration 54Q: 3 clusters Score -354181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -354184.843750 Penalty: 4061.452148
	Iteration 55Q: 3 clusters Score -354184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -354187.125000 Penalty: 4061.452148
	Iteration 56Q: 3 clusters Score -354187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -354191.968750 Penalty: 4061.452148
	Iteration 57Q: 3 clusters Score -354192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -354193.906250 Penalty: 4061.452148
	Iteration 58Q: 3 clusters Score -354193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -354196.281250 Penalty: 4061.452148
	Iteration 59Q: 3 clusters Score -354196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -354199.187500 Penalty: 4061.452148
	Iteration 60F: 3 clusters Score -354199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -354204.031250 Penalty: 4061.452148
	Iteration 61Q: 3 clusters Score -354204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -354206.531250 Penalty: 4061.452148
	Iteration 62Q: 3 clusters Score -354206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -354211.375000 Penalty: 4061.452148
	Iteration 63Q: 3 clusters Score -354211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -354213.468750 Penalty: 4061.452148
	Iteration 64Q: 3 clusters Score -354213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -354214.906250 Penalty: 4061.452148
	Iteration 65Q: 3 clusters Score -354214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -354215.531250 Penalty: 4061.452148
	Iteration 66Q: 3 clusters Score -354215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -354216.093750 Penalty: 4061.452148
	Iteration 67Q: 3 clusters Score -354216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -354216.093750 Penalty: 4061.452148
	Iteration 68F: 3 clusters Score -354216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 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 251 members 
Entering Unmasked Estep 
Score: -41742.914062 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41742.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41912.148438 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41912.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41955.546875 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -41955.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41988.832031 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -41988.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42011.355469 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42011.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42021.242188 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42021.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42028.585938 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42028.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42042.023438 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42042.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42047.746094 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42047.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42056.585938 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42056.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42068.773438 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42068.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42084.781250 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42084.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42097.976562 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42097.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42101.156250 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42101.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42104.636719 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42104.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42104.636719 Penalty: 3081.452637
	Iteration 15F: 3 clusters Score -42104.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Entering Unmasked Estep 
Score: -4998275.500000 Penalty: 2665.013916
	Iteration 0F: 2 clusters Score -4998276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4966802.500000 Penalty: 5330.027832
	Iteration 0F: 3 clusters Score -4966802 nChanged 21448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4978750.500000 Penalty: 5330.027832
	Iteration 1F: 3 clusters Score -4978750 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4979404.000000 Penalty: 5330.027832
	Iteration 2Q: 3 clusters Score -4979404 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4980138.000000 Penalty: 5330.027832
	Iteration 3Q: 3 clusters Score -4980138 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4981092.500000 Penalty: 5330.027832
	Iteration 4Q: 3 clusters Score -4981092 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4982241.500000 Penalty: 5330.027832
	Iteration 5Q: 3 clusters Score -4982242 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4983897.000000 Penalty: 5330.027832
	Iteration 6F: 3 clusters Score -4983897 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4986140.500000 Penalty: 5330.027832
	Iteration 7F: 3 clusters Score -4986140 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4988931.500000 Penalty: 5330.027832
	Iteration 8F: 3 clusters Score -4988932 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4991587.000000 Penalty: 5330.027832
	Iteration 9F: 3 clusters Score -4991587 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4993526.000000 Penalty: 5330.027832
	Iteration 10Q: 3 clusters Score -4993526 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4994740.000000 Penalty: 5330.027832
	Iteration 11Q: 3 clusters Score -4994740 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4995306.500000 Penalty: 5330.027832
	Iteration 12Q: 3 clusters Score -4995306 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4995612.000000 Penalty: 5330.027832
	Iteration 13Q: 3 clusters Score -4995612 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4995732.000000 Penalty: 5330.027832
	Iteration 14Q: 3 clusters Score -4995732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4995807.500000 Penalty: 5330.027832
	Iteration 15Q: 3 clusters Score -4995808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4995868.500000 Penalty: 5330.027832
	Iteration 16Q: 3 clusters Score -4995868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4995887.000000 Penalty: 5330.027832
	Iteration 17Q: 3 clusters Score -4995887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4995904.000000 Penalty: 5330.027832
	Iteration 18Q: 3 clusters Score -4995904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4995918.000000 Penalty: 5330.027832
	Iteration 19Q: 3 clusters Score -4995918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4995925.500000 Penalty: 5330.027832
	Iteration 20F: 3 clusters Score -4995926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4995931.500000 Penalty: 5330.027832
	Iteration 21Q: 3 clusters Score -4995932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4995939.500000 Penalty: 5330.027832
	Iteration 22Q: 3 clusters Score -4995940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4995944.000000 Penalty: 5330.027832
	Iteration 23Q: 3 clusters Score -4995944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4995950.000000 Penalty: 5330.027832
	Iteration 24Q: 3 clusters Score -4995950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4995954.500000 Penalty: 5330.027832
	Iteration 25Q: 3 clusters Score -4995954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4995954.500000 Penalty: 5330.027832
	Iteration 26Q: 3 clusters Score -4995954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4995952.500000 Penalty: 5330.027832
	Iteration 27Q: 3 clusters Score -4995952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4995954.500000 Penalty: 5330.027832
	Iteration 28Q: 3 clusters Score -4995954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4995956.500000 Penalty: 5330.027832
	Iteration 29Q: 3 clusters Score -4995956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4995959.000000 Penalty: 5330.027832
	Iteration 30Q: 3 clusters Score -4995959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4995960.500000 Penalty: 5330.027832
	Iteration 31Q: 3 clusters Score -4995960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4995962.500000 Penalty: 5330.027832
	Iteration 32Q: 3 clusters Score -4995962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4995959.500000 Penalty: 5330.027832
	Iteration 33Q: 3 clusters Score -4995960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4995965.500000 Penalty: 5330.027832
	Iteration 34Q: 3 clusters Score -4995966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4995964.000000 Penalty: 5330.027832
	Iteration 35Q: 3 clusters Score -4995964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4995964.000000 Penalty: 5330.027832
	Iteration 36F: 3 clusters Score -4995964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (303070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303070 members 
Entering Unmasked Estep 
Score: -32197654.000000 Penalty: 3130.186523
	Iteration 0F: 2 clusters Score -3.219765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -32000598.000000 Penalty: 6260.373047
	Iteration 0F: 3 clusters Score -3.20006e+07 nChanged 146802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 148245 members 
Entering Unmasked Estep 
Score: -32087796.000000 Penalty: 6260.373047
	Iteration 1F: 3 clusters Score -3.20878e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -32090112.000000 Penalty: 6260.373047
	Iteration 2Q: 3 clusters Score -3.209011e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 142100 members 
Entering Unmasked Estep 
Score: -32093272.000000 Penalty: 6260.373047
	Iteration 3Q: 3 clusters Score -3.209327e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -32099168.000000 Penalty: 6260.373047
	Iteration 4Q: 3 clusters Score -3.209917e+07 nChanged 16721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -32108462.000000 Penalty: 6260.373047
	Iteration 5F: 3 clusters Score -3.210846e+07 nChanged 20829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188320 members 
Mstep: Class 2 contains 114750 members 
Entering Unmasked Estep 
Score: -32124002.000000 Penalty: 6260.373047
	Iteration 6F: 3 clusters Score -3.2124e+07 nChanged 23507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202789 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -32144192.000000 Penalty: 6260.373047
	Iteration 7F: 3 clusters Score -3.214419e+07 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -32163458.000000 Penalty: 6260.373047
	Iteration 8F: 3 clusters Score -3.216346e+07 nChanged 15727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224065 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -32173548.000000 Penalty: 6260.373047
	Iteration 9F: 3 clusters Score -3.217355e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230059 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -32177618.000000 Penalty: 6260.373047
	Iteration 10Q: 3 clusters Score -3.217762e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235378 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -32180120.000000 Penalty: 6260.373047
	Iteration 11Q: 3 clusters Score -3.218012e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240323 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -32182048.000000 Penalty: 6260.373047
	Iteration 12Q: 3 clusters Score -3.218205e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244955 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -32183638.000000 Penalty: 6260.373047
	Iteration 13Q: 3 clusters Score -3.218364e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249259 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -32185022.000000 Penalty: 6260.373047
	Iteration 14Q: 3 clusters Score -3.218502e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253387 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -32186336.000000 Penalty: 6260.373047
	Iteration 15Q: 3 clusters Score -3.218634e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257280 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -32187582.000000 Penalty: 6260.373047
	Iteration 16Q: 3 clusters Score -3.218758e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260881 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -32188606.000000 Penalty: 6260.373047
	Iteration 17Q: 3 clusters Score -3.218861e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264219 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -32189440.000000 Penalty: 6260.373047
	Iteration 18Q: 3 clusters Score -3.218944e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267386 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -32190296.000000 Penalty: 6260.373047
	Iteration 19Q: 3 clusters Score -3.21903e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270347 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -32191010.000000 Penalty: 6260.373047
	Iteration 20F: 3 clusters Score -3.219101e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273111 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -32191846.000000 Penalty: 6260.373047
	Iteration 21Q: 3 clusters Score -3.219185e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275696 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -32192558.000000 Penalty: 6260.373047
	Iteration 22Q: 3 clusters Score -3.219256e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278081 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -32193266.000000 Penalty: 6260.373047
	Iteration 23Q: 3 clusters Score -3.219327e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280255 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -32193748.000000 Penalty: 6260.373047
	Iteration 24Q: 3 clusters Score -3.219375e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282223 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -32194286.000000 Penalty: 6260.373047
	Iteration 25Q: 3 clusters Score -3.219429e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284008 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -32194650.000000 Penalty: 6260.373047
	Iteration 26Q: 3 clusters Score -3.219465e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285647 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -32195196.000000 Penalty: 6260.373047
	Iteration 27Q: 3 clusters Score -3.21952e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287170 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -32195250.000000 Penalty: 6260.373047
	Iteration 28Q: 3 clusters Score -3.219525e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288616 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -32195554.000000 Penalty: 6260.373047
	Iteration 29Q: 3 clusters Score -3.219555e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289859 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -32195716.000000 Penalty: 6260.373047
	Iteration 30Q: 3 clusters Score -3.219572e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290944 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -32195966.000000 Penalty: 6260.373047
	Iteration 31Q: 3 clusters Score -3.219597e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291908 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -32196064.000000 Penalty: 6260.373047
	Iteration 32Q: 3 clusters Score -3.219606e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292743 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -32196220.000000 Penalty: 6260.373047
	Iteration 33Q: 3 clusters Score -3.219622e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293471 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -32196398.000000 Penalty: 6260.373047
	Iteration 34Q: 3 clusters Score -3.21964e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294069 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -32196442.000000 Penalty: 6260.373047
	Iteration 35Q: 3 clusters Score -3.219644e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294610 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -32196512.000000 Penalty: 6260.373047
	Iteration 36Q: 3 clusters Score -3.219651e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295089 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -32196562.000000 Penalty: 6260.373047
	Iteration 37Q: 3 clusters Score -3.219656e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295519 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -32196620.000000 Penalty: 6260.373047
	Iteration 38Q: 3 clusters Score -3.219662e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295907 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -32196650.000000 Penalty: 6260.373047
	Iteration 39Q: 3 clusters Score -3.219665e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296255 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -32196738.000000 Penalty: 6260.373047
	Iteration 40F: 3 clusters Score -3.219674e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296568 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -32196704.000000 Penalty: 6260.373047
	Iteration 41Q: 3 clusters Score -3.21967e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296853 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -32196694.000000 Penalty: 6260.373047
	Iteration 42Q: 3 clusters Score -3.219669e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297130 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -32196728.000000 Penalty: 6260.373047
	Iteration 43Q: 3 clusters Score -3.219673e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297368 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -32196742.000000 Penalty: 6260.373047
	Iteration 44Q: 3 clusters Score -3.219674e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297539 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -32196748.000000 Penalty: 6260.373047
	Iteration 45Q: 3 clusters Score -3.219675e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297697 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -32196774.000000 Penalty: 6260.373047
	Iteration 46Q: 3 clusters Score -3.219677e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297845 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -32196744.000000 Penalty: 6260.373047
	Iteration 47Q: 3 clusters Score -3.219674e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297966 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -32196740.000000 Penalty: 6260.373047
	Iteration 48Q: 3 clusters Score -3.219674e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298055 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -32196710.000000 Penalty: 6260.373047
	Iteration 49Q: 3 clusters Score -3.219671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298124 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -32196702.000000 Penalty: 6260.373047
	Iteration 50Q: 3 clusters Score -3.21967e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298187 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -32196684.000000 Penalty: 6260.373047
	Iteration 51Q: 3 clusters Score -3.219668e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298255 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -32196658.000000 Penalty: 6260.373047
	Iteration 52Q: 3 clusters Score -3.219666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298326 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -32196634.000000 Penalty: 6260.373047
	Iteration 53Q: 3 clusters Score -3.219663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298384 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -32196570.000000 Penalty: 6260.373047
	Iteration 54Q: 3 clusters Score -3.219657e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298446 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -32196594.000000 Penalty: 6260.373047
	Iteration 55Q: 3 clusters Score -3.219659e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298505 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -32196570.000000 Penalty: 6260.373047
	Iteration 56Q: 3 clusters Score -3.219657e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298553 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -32196564.000000 Penalty: 6260.373047
	Iteration 57Q: 3 clusters Score -3.219656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298606 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -32196562.000000 Penalty: 6260.373047
	Iteration 58Q: 3 clusters Score -3.219656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298663 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -32196562.000000 Penalty: 6260.373047
	Iteration 59Q: 3 clusters Score -3.219656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298719 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -32196564.000000 Penalty: 6260.373047
	Iteration 60F: 3 clusters Score -3.219656e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298776 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -32196540.000000 Penalty: 6260.373047
	Iteration 61Q: 3 clusters Score -3.219654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298825 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -32196560.000000 Penalty: 6260.373047
	Iteration 62Q: 3 clusters Score -3.219656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298875 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -32196596.000000 Penalty: 6260.373047
	Iteration 63Q: 3 clusters Score -3.21966e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298910 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -32196620.000000 Penalty: 6260.373047
	Iteration 64Q: 3 clusters Score -3.219662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298938 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -32196590.000000 Penalty: 6260.373047
	Iteration 65Q: 3 clusters Score -3.219659e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298969 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -32196574.000000 Penalty: 6260.373047
	Iteration 66Q: 3 clusters Score -3.219657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298990 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -32196596.000000 Penalty: 6260.373047
	Iteration 67Q: 3 clusters Score -3.21966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299004 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -32196572.000000 Penalty: 6260.373047
	Iteration 68Q: 3 clusters Score -3.219657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299015 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -32196552.000000 Penalty: 6260.373047
	Iteration 69Q: 3 clusters Score -3.219655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299029 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -32196550.000000 Penalty: 6260.373047
	Iteration 70Q: 3 clusters Score -3.219655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299049 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -32196550.000000 Penalty: 6260.373047
	Iteration 71Q: 3 clusters Score -3.219655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299061 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -32196572.000000 Penalty: 6260.373047
	Iteration 72Q: 3 clusters Score -3.219657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299077 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -32196584.000000 Penalty: 6260.373047
	Iteration 73Q: 3 clusters Score -3.219658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299096 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -32196588.000000 Penalty: 6260.373047
	Iteration 74Q: 3 clusters Score -3.219659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299113 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -32196596.000000 Penalty: 6260.373047
	Iteration 75Q: 3 clusters Score -3.21966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299133 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -32196598.000000 Penalty: 6260.373047
	Iteration 76Q: 3 clusters Score -3.21966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299153 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -32196570.000000 Penalty: 6260.373047
	Iteration 77Q: 3 clusters Score -3.219657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299167 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -32196584.000000 Penalty: 6260.373047
	Iteration 78Q: 3 clusters Score -3.219658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299182 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -32196568.000000 Penalty: 6260.373047
	Iteration 79Q: 3 clusters Score -3.219657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299196 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -32196562.000000 Penalty: 6260.373047
	Iteration 80F: 3 clusters Score -3.219656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299213 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -32196594.000000 Penalty: 6260.373047
	Iteration 81Q: 3 clusters Score -3.219659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299229 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -32196578.000000 Penalty: 6260.373047
	Iteration 82Q: 3 clusters Score -3.219658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299238 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -32196592.000000 Penalty: 6260.373047
	Iteration 83Q: 3 clusters Score -3.219659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299243 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -32196558.000000 Penalty: 6260.373047
	Iteration 84Q: 3 clusters Score -3.219656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299248 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -32196554.000000 Penalty: 6260.373047
	Iteration 85Q: 3 clusters Score -3.219655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299251 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -32196574.000000 Penalty: 6260.373047
	Iteration 86Q: 3 clusters Score -3.219657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299256 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -32196580.000000 Penalty: 6260.373047
	Iteration 87Q: 3 clusters Score -3.219658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299265 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -32196580.000000 Penalty: 6260.373047
	Iteration 88Q: 3 clusters Score -3.219658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299270 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -32196600.000000 Penalty: 6260.373047
	Iteration 89Q: 3 clusters Score -3.21966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299277 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -32196588.000000 Penalty: 6260.373047
	Iteration 90Q: 3 clusters Score -3.219659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299282 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -32196592.000000 Penalty: 6260.373047
	Iteration 91Q: 3 clusters Score -3.219659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299284 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -32196582.000000 Penalty: 6260.373047
	Iteration 92Q: 3 clusters Score -3.219658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299285 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -32196596.000000 Penalty: 6260.373047
	Iteration 93Q: 3 clusters Score -3.21966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299285 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -32196596.000000 Penalty: 6260.373047
	Iteration 94F: 3 clusters Score -3.21966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -45373.863281 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -45373.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43889.316406 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -43889.32 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44067.742188 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -44067.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44125.238281 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -44125.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44156.484375 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -44156.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44179.816406 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -44179.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44185.074219 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -44185.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44187.343750 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -44187.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44187.343750 Penalty: 3068.359619
	Iteration 7F: 3 clusters Score -44187.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -109119.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -109119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107116.835938 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -107116.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107486.226562 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -107486.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107599.226562 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -107599.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107660.000000 Penalty: 3487.743652
	Iteration 3Q: 3 clusters Score -107660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107698.000000 Penalty: 3487.743652
	Iteration 4Q: 3 clusters Score -107698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107729.132812 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -107729.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -107762.734375 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -107762.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -107778.218750 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -107778.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107791.656250 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -107791.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107802.039062 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -107802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107807.218750 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -107807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107813.257812 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -107813.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107819.601562 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -107819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107822.984375 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -107823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107825.710938 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -107825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107826.164062 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -107826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107826.164062 Penalty: 3487.743652
	Iteration 16F: 3 clusters Score -107826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 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 456 members 
Entering Unmasked Estep 
Score: -78157.601562 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78157.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78513.570312 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78513.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78783.148438 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78783.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78898.320312 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -78898.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78984.625000 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -78984.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79037.773438 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -79037.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79111.460938 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -79111.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79270.078125 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79270.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79509.835938 Penalty: 3376.187500
	Iteration 8F: 3 clusters Score -79509.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79772.437500 Penalty: 3376.187500
	Iteration 9F: 3 clusters Score -79772.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79988.929688 Penalty: 3376.187500
	Iteration 10F: 3 clusters Score -79988.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80305.539062 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -80305.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80784.226562 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -80784.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81046.867188 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -81046.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81055.437500 Penalty: 3376.187500
	Iteration 15F: 3 clusters Score -81055.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 203503 members 
Mstep: Class 3 contains 271521 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 30129 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35936 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67260 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 20389 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409885 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46445 members 
Mstep: Class 21 contains 303070 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 387 members 
Entering Unmasked Estep 
Score: -158368112.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158369168.000000 to -158368112.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 203503 members 
Mstep: Class 3 contains 271521 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 30129 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35936 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67260 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 20389 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409885 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46445 members 
Mstep: Class 21 contains 303070 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368992.000000 Penalty: 84740.203125
Iteration 399Q: 25 clusters Score -1.58369e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 203715 members 
Mstep: Class 3 contains 271667 members 
Mstep: Class 4 contains 9217 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 30148 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35939 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67270 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 20688 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409763 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46434 members 
Mstep: Class 21 contains 302551 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368784.000000 Penalty: 84740.203125
Iteration 400F: 25 clusters Score -1.583688e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 203943 members 
Mstep: Class 3 contains 271802 members 
Mstep: Class 4 contains 9210 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28825 members 
Mstep: Class 8 contains 30149 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 35966 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67274 members 
Mstep: Class 13 contains 15357 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 20990 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409672 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46416 members 
Mstep: Class 21 contains 301997 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 84740.203125
Iteration 401Q: 25 clusters Score -1.583686e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 204189 members 
Mstep: Class 3 contains 271891 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 30165 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36003 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 21333 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409612 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46406 members 
Mstep: Class 21 contains 301365 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368528.000000 Penalty: 84740.203125
Iteration 402Q: 25 clusters Score -1.583685e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 204445 members 
Mstep: Class 3 contains 272009 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 30174 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36023 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67294 members 
Mstep: Class 13 contains 15346 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 21677 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409519 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46408 members 
Mstep: Class 21 contains 300755 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368800.000000 Penalty: 84740.203125
Iteration 403Q: 25 clusters Score -1.583688e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 204717 members 
Mstep: Class 3 contains 272148 members 
Mstep: Class 4 contains 9171 members 
Mstep: Class 5 contains 6323 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67308 members 
Mstep: Class 13 contains 15345 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 22021 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409432 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46409 members 
Mstep: Class 21 contains 300107 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368736.000000 Penalty: 84740.203125
Iteration 404Q: 25 clusters Score -1.583687e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 204998 members 
Mstep: Class 3 contains 272255 members 
Mstep: Class 4 contains 9162 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 28827 members 
Mstep: Class 8 contains 30197 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36031 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67324 members 
Mstep: Class 13 contains 15336 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 22372 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409353 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46400 members 
Mstep: Class 21 contains 299448 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 84740.203125
Iteration 405Q: 25 clusters Score -1.583686e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 205259 members 
Mstep: Class 3 contains 272423 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 6311 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 30211 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36037 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67345 members 
Mstep: Class 13 contains 15330 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 22716 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409219 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46405 members 
Mstep: Class 21 contains 298784 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 84740.203125
Iteration 406Q: 25 clusters Score -1.583686e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 205526 members 
Mstep: Class 3 contains 272600 members 
Mstep: Class 4 contains 9152 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28834 members 
Mstep: Class 8 contains 30229 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36037 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67362 members 
Mstep: Class 13 contains 15325 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 23063 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409038 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46409 members 
Mstep: Class 21 contains 298134 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368960.000000 Penalty: 84740.203125
Iteration 407Q: 25 clusters Score -1.58369e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 205735 members 
Mstep: Class 3 contains 272718 members 
Mstep: Class 4 contains 9142 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36055 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67379 members 
Mstep: Class 13 contains 15319 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408892 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46413 members 
Mstep: Class 21 contains 297542 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369152.000000 Penalty: 84740.203125
Iteration 408Q: 25 clusters Score -1.583692e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 205928 members 
Mstep: Class 3 contains 272907 members 
Mstep: Class 4 contains 9134 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 30269 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 36079 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67405 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 23887 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408654 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46417 members 
Mstep: Class 21 contains 296928 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369328.000000 Penalty: 84740.203125
Iteration 409Q: 25 clusters Score -1.583693e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 206151 members 
Mstep: Class 3 contains 273033 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28831 members 
Mstep: Class 8 contains 30282 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 36100 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67423 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 24293 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408410 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46424 members 
Mstep: Class 21 contains 296405 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369744.000000 Penalty: 84740.203125
Iteration 410Q: 25 clusters Score -1.583697e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 206385 members 
Mstep: Class 3 contains 273180 members 
Mstep: Class 4 contains 9102 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 30300 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 36121 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67433 members 
Mstep: Class 13 contains 15304 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 24710 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408176 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46425 members 
Mstep: Class 21 contains 295860 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369968.000000 Penalty: 84740.203125
Iteration 411Q: 25 clusters Score -1.5837e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 206609 members 
Mstep: Class 3 contains 273346 members 
Mstep: Class 4 contains 9073 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28830 members 
Mstep: Class 8 contains 30312 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 36127 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67458 members 
Mstep: Class 13 contains 15298 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 25182 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407967 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46415 members 
Mstep: Class 21 contains 295218 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370208.000000 Penalty: 84740.203125
Iteration 412Q: 25 clusters Score -1.583702e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 206788 members 
Mstep: Class 3 contains 273527 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 28832 members 
Mstep: Class 8 contains 30327 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 36137 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67469 members 
Mstep: Class 13 contains 15297 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 25692 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407774 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46414 members 
Mstep: Class 21 contains 294566 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370704.000000 Penalty: 84740.203125
Iteration 413Q: 25 clusters Score -1.583707e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 206949 members 
Mstep: Class 3 contains 273682 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28838 members 
Mstep: Class 8 contains 30344 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 36142 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67481 members 
Mstep: Class 13 contains 15295 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 26222 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407629 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46408 members 
Mstep: Class 21 contains 293880 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370512.000000 Penalty: 84740.203125
Iteration 414Q: 25 clusters Score -1.583705e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 207091 members 
Mstep: Class 3 contains 273859 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 28840 members 
Mstep: Class 8 contains 30367 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 36155 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67498 members 
Mstep: Class 13 contains 15293 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 26762 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407475 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46410 members 
Mstep: Class 21 contains 293147 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370640.000000 Penalty: 84740.203125
Iteration 415Q: 25 clusters Score -1.583706e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 207251 members 
Mstep: Class 3 contains 274076 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28840 members 
Mstep: Class 8 contains 30397 members 
Mstep: Class 9 contains 3002 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67525 members 
Mstep: Class 13 contains 15288 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 27287 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407360 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46416 members 
Mstep: Class 21 contains 292333 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370768.000000 Penalty: 84740.203125
Iteration 416Q: 25 clusters Score -1.583708e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 207407 members 
Mstep: Class 3 contains 274292 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28835 members 
Mstep: Class 8 contains 30429 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 36183 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67544 members 
Mstep: Class 13 contains 15283 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 27792 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407256 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46426 members 
Mstep: Class 21 contains 291527 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370496.000000 Penalty: 84740.203125
Iteration 417Q: 25 clusters Score -1.583705e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 207578 members 
Mstep: Class 3 contains 274541 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 30450 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 36205 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67569 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 28321 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407130 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46437 members 
Mstep: Class 21 contains 290671 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370912.000000 Penalty: 84740.203125
Iteration 418Q: 25 clusters Score -1.583709e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 207729 members 
Mstep: Class 3 contains 274781 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28836 members 
Mstep: Class 8 contains 30456 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 36236 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67586 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407014 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46449 members 
Mstep: Class 21 contains 289872 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371312.000000 Penalty: 84740.203125
Iteration 419Q: 25 clusters Score -1.583713e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 207959 members 
Mstep: Class 3 contains 274981 members 
Mstep: Class 4 contains 8912 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 30470 members 
Mstep: Class 9 contains 3009 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67609 members 
Mstep: Class 13 contains 15254 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 29400 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406865 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46456 members 
Mstep: Class 21 contains 289041 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 84740.203125
Iteration 420F: 25 clusters Score -1.583718e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 208149 members 
Mstep: Class 3 contains 275179 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 28842 members 
Mstep: Class 8 contains 30499 members 
Mstep: Class 9 contains 3012 members 
Mstep: Class 10 contains 36304 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67643 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 29950 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406747 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46469 members 
Mstep: Class 21 contains 288182 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 84740.203125
Iteration 421Q: 25 clusters Score -1.583719e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 208330 members 
Mstep: Class 3 contains 275380 members 
Mstep: Class 4 contains 8853 members 
Mstep: Class 5 contains 6255 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 30526 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 36336 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67670 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 30529 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406682 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46482 members 
Mstep: Class 21 contains 287213 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371936.000000 Penalty: 84740.203125
Iteration 422Q: 25 clusters Score -1.583719e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 208500 members 
Mstep: Class 3 contains 275592 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 30565 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 36369 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67696 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 31109 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406599 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46502 members 
Mstep: Class 21 contains 286273 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372016.000000 Penalty: 84740.203125
Iteration 423Q: 25 clusters Score -1.58372e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 208766 members 
Mstep: Class 3 contains 275770 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 6238 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 30590 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 36397 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67718 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 31697 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406509 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46504 members 
Mstep: Class 21 contains 285310 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372560.000000 Penalty: 84740.203125
Iteration 424Q: 25 clusters Score -1.583726e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 209006 members 
Mstep: Class 3 contains 275958 members 
Mstep: Class 4 contains 8826 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 30622 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 36420 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67753 members 
Mstep: Class 13 contains 15213 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 32260 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406438 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46513 members 
Mstep: Class 21 contains 284357 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372784.000000 Penalty: 84740.203125
Iteration 425Q: 25 clusters Score -1.583728e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 209219 members 
Mstep: Class 3 contains 276158 members 
Mstep: Class 4 contains 8810 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 30651 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 36461 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67778 members 
Mstep: Class 13 contains 15204 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 32852 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406382 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46509 members 
Mstep: Class 21 contains 283383 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373168.000000 Penalty: 84740.203125
Iteration 426Q: 25 clusters Score -1.583732e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 209447 members 
Mstep: Class 3 contains 276395 members 
Mstep: Class 4 contains 8804 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 28848 members 
Mstep: Class 8 contains 30676 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 36486 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67796 members 
Mstep: Class 13 contains 15204 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 33451 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406345 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46496 members 
Mstep: Class 21 contains 282343 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372896.000000 Penalty: 84740.203125
Iteration 427Q: 25 clusters Score -1.583729e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 209581 members 
Mstep: Class 3 contains 276674 members 
Mstep: Class 4 contains 8792 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 30692 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 36519 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67827 members 
Mstep: Class 13 contains 15197 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 34122 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406339 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46476 members 
Mstep: Class 21 contains 281246 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373008.000000 Penalty: 84740.203125
Iteration 428Q: 25 clusters Score -1.58373e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 209677 members 
Mstep: Class 3 contains 276897 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 6186 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 28863 members 
Mstep: Class 8 contains 30703 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 36552 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67857 members 
Mstep: Class 13 contains 15190 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 34865 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406357 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46469 members 
Mstep: Class 21 contains 280148 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373472.000000 Penalty: 84740.203125
Iteration 429Q: 25 clusters Score -1.583735e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 209709 members 
Mstep: Class 3 contains 277170 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 28865 members 
Mstep: Class 8 contains 30727 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 36592 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67882 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 35604 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406405 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46476 members 
Mstep: Class 21 contains 279014 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373200.000000 Penalty: 84740.203125
Iteration 430Q: 25 clusters Score -1.583732e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 209770 members 
Mstep: Class 3 contains 277421 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 6153 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 28868 members 
Mstep: Class 8 contains 30726 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 36621 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67920 members 
Mstep: Class 13 contains 15175 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 36410 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406470 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46483 members 
Mstep: Class 21 contains 277824 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373216.000000 Penalty: 84740.203125
Iteration 431Q: 25 clusters Score -1.583732e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 209827 members 
Mstep: Class 3 contains 277695 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 6136 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 30729 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 36632 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67951 members 
Mstep: Class 13 contains 15166 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 37209 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406594 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46490 members 
Mstep: Class 21 contains 276598 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373312.000000 Penalty: 84740.203125
Iteration 432Q: 25 clusters Score -1.583733e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 209901 members 
Mstep: Class 3 contains 277983 members 
Mstep: Class 4 contains 8815 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 30754 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 36644 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 67971 members 
Mstep: Class 13 contains 15160 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 38041 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406676 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46503 members 
Mstep: Class 21 contains 275318 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373392.000000 Penalty: 84740.203125
Iteration 433Q: 25 clusters Score -1.583734e+08 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 210013 members 
Mstep: Class 3 contains 278313 members 
Mstep: Class 4 contains 8815 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 30769 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 36642 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68002 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406808 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 273960 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373856.000000 Penalty: 84740.203125
Iteration 434Q: 25 clusters Score -1.583739e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 210067 members 
Mstep: Class 3 contains 278624 members 
Mstep: Class 4 contains 8830 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 30790 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 36671 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68024 members 
Mstep: Class 13 contains 15147 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 39742 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 406938 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46491 members 
Mstep: Class 21 contains 272532 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1138 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373760.000000 Penalty: 84740.203125
Iteration 435Q: 25 clusters Score -1.583738e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 210137 members 
Mstep: Class 3 contains 278953 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 6086 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 28856 members 
Mstep: Class 8 contains 30813 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 36692 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68040 members 
Mstep: Class 13 contains 15150 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 40670 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407095 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46499 members 
Mstep: Class 21 contains 271028 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1139 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373952.000000 Penalty: 84740.203125
Iteration 436Q: 25 clusters Score -1.58374e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 210213 members 
Mstep: Class 3 contains 279320 members 
Mstep: Class 4 contains 8838 members 
Mstep: Class 5 contains 6076 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 30846 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68062 members 
Mstep: Class 13 contains 15140 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 41607 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407271 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 269438 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374128.000000 Penalty: 84740.203125
Iteration 437Q: 25 clusters Score -1.583741e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 210307 members 
Mstep: Class 3 contains 279664 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 28875 members 
Mstep: Class 8 contains 30887 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 36750 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68099 members 
Mstep: Class 13 contains 15123 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 42581 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407427 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46496 members 
Mstep: Class 21 contains 267777 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374656.000000 Penalty: 84740.203125
Iteration 438Q: 25 clusters Score -1.583747e+08 nChanged 3566
Entering ConstructFrom: 
Score: -158374656.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (60998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Entering Unmasked Estep 
Score: -6577280.000000 Penalty: 2732.612061
	Iteration 0F: 2 clusters Score -6577280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6536171.000000 Penalty: 5465.224121
	Iteration 0F: 3 clusters Score -6536171 nChanged 28423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -6552388.500000 Penalty: 5465.224121
	Iteration 1F: 3 clusters Score -6552388 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -6553020.500000 Penalty: 5465.224121
	Iteration 2Q: 3 clusters Score -6553020 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -6553771.500000 Penalty: 5465.224121
	Iteration 3Q: 3 clusters Score -6553772 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -6554877.500000 Penalty: 5465.224121
	Iteration 4Q: 3 clusters Score -6554878 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -6556664.000000 Penalty: 5465.224121
	Iteration 5F: 3 clusters Score -6556664 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -6559802.000000 Penalty: 5465.224121
	Iteration 6F: 3 clusters Score -6559802 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -6564309.500000 Penalty: 5465.224121
	Iteration 7F: 3 clusters Score -6564310 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -6569325.500000 Penalty: 5465.224121
	Iteration 8F: 3 clusters Score -6569326 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -6572942.500000 Penalty: 5465.224121
	Iteration 9F: 3 clusters Score -6572942 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -6574658.500000 Penalty: 5465.224121
	Iteration 10Q: 3 clusters Score -6574658 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -6575329.500000 Penalty: 5465.224121
	Iteration 11Q: 3 clusters Score -6575330 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -6575590.000000 Penalty: 5465.224121
	Iteration 12Q: 3 clusters Score -6575590 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -6575742.000000 Penalty: 5465.224121
	Iteration 13Q: 3 clusters Score -6575742 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -6575802.500000 Penalty: 5465.224121
	Iteration 14Q: 3 clusters Score -6575802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -6575849.000000 Penalty: 5465.224121
	Iteration 15Q: 3 clusters Score -6575849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -6575877.500000 Penalty: 5465.224121
	Iteration 16Q: 3 clusters Score -6575878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -6575887.000000 Penalty: 5465.224121
	Iteration 17Q: 3 clusters Score -6575887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -6575892.000000 Penalty: 5465.224121
	Iteration 18Q: 3 clusters Score -6575892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -6575897.000000 Penalty: 5465.224121
	Iteration 19Q: 3 clusters Score -6575897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -6575906.500000 Penalty: 5465.224121
	Iteration 20F: 3 clusters Score -6575906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -6575907.000000 Penalty: 5465.224121
	Iteration 21Q: 3 clusters Score -6575907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -6575909.500000 Penalty: 5465.224121
	Iteration 22Q: 3 clusters Score -6575910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -6575915.500000 Penalty: 5465.224121
	Iteration 23Q: 3 clusters Score -6575916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -6575907.500000 Penalty: 5465.224121
	Iteration 24Q: 3 clusters Score -6575908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -6575912.500000 Penalty: 5465.224121
	Iteration 25Q: 3 clusters Score -6575912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -6575900.000000 Penalty: 5465.224121
	Iteration 26Q: 3 clusters Score -6575900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -6575910.000000 Penalty: 5465.224121
	Iteration 27Q: 3 clusters Score -6575910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -6575925.500000 Penalty: 5465.224121
	Iteration 28Q: 3 clusters Score -6575926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -6575923.000000 Penalty: 5465.224121
	Iteration 29Q: 3 clusters Score -6575923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -6575925.000000 Penalty: 5465.224121
	Iteration 30Q: 3 clusters Score -6575925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -6575923.500000 Penalty: 5465.224121
	Iteration 31Q: 3 clusters Score -6575924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -6575924.500000 Penalty: 5465.224121
	Iteration 32Q: 3 clusters Score -6575924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -6575932.500000 Penalty: 5465.224121
	Iteration 33Q: 3 clusters Score -6575932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -6575937.500000 Penalty: 5465.224121
	Iteration 34Q: 3 clusters Score -6575938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -6575936.000000 Penalty: 5465.224121
	Iteration 35Q: 3 clusters Score -6575936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -6575941.000000 Penalty: 5465.224121
	Iteration 36Q: 3 clusters Score -6575941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -6575947.000000 Penalty: 5465.224121
	Iteration 37Q: 3 clusters Score -6575947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -6575954.500000 Penalty: 5465.224121
	Iteration 38Q: 3 clusters Score -6575954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -6575950.500000 Penalty: 5465.224121
	Iteration 39Q: 3 clusters Score -6575950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -6575953.000000 Penalty: 5465.224121
	Iteration 40F: 3 clusters Score -6575953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210343 members 
Entering Unmasked Estep 
Score: -22420010.000000 Penalty: 3039.610596
	Iteration 0F: 2 clusters Score -2.242001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -22281196.000000 Penalty: 6079.221191
	Iteration 0F: 3 clusters Score -2.22812e+07 nChanged 100805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109618 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -22340602.000000 Penalty: 6079.221191
	Iteration 1F: 3 clusters Score -2.23406e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -22342196.000000 Penalty: 6079.221191
	Iteration 2Q: 3 clusters Score -2.23422e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -22344458.000000 Penalty: 6079.221191
	Iteration 3Q: 3 clusters Score -2.234446e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -22347834.000000 Penalty: 6079.221191
	Iteration 4Q: 3 clusters Score -2.234783e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132690 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -22353960.000000 Penalty: 6079.221191
	Iteration 5F: 3 clusters Score -2.235396e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -22363634.000000 Penalty: 6079.221191
	Iteration 6F: 3 clusters Score -2.236363e+07 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159157 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -22376710.000000 Penalty: 6079.221191
	Iteration 7F: 3 clusters Score -2.237671e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172442 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -22389582.000000 Penalty: 6079.221191
	Iteration 8F: 3 clusters Score -2.238958e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182531 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -22399368.000000 Penalty: 6079.221191
	Iteration 9F: 3 clusters Score -2.239937e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189257 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -22405724.000000 Penalty: 6079.221191
	Iteration 10Q: 3 clusters Score -2.240572e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193679 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -22409542.000000 Penalty: 6079.221191
	Iteration 11Q: 3 clusters Score -2.240954e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196821 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -22412542.000000 Penalty: 6079.221191
	Iteration 12Q: 3 clusters Score -2.241254e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199096 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -22414524.000000 Penalty: 6079.221191
	Iteration 13Q: 3 clusters Score -2.241452e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200740 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -22415994.000000 Penalty: 6079.221191
	Iteration 14Q: 3 clusters Score -2.241599e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202016 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -22417104.000000 Penalty: 6079.221191
	Iteration 15Q: 3 clusters Score -2.24171e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202963 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -22417980.000000 Penalty: 6079.221191
	Iteration 16Q: 3 clusters Score -2.241798e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203708 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -22418560.000000 Penalty: 6079.221191
	Iteration 17Q: 3 clusters Score -2.241856e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204298 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -22419062.000000 Penalty: 6079.221191
	Iteration 18Q: 3 clusters Score -2.241906e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204723 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -22419456.000000 Penalty: 6079.221191
	Iteration 19Q: 3 clusters Score -2.241946e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205076 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -22419712.000000 Penalty: 6079.221191
	Iteration 20F: 3 clusters Score -2.241971e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -22419926.000000 Penalty: 6079.221191
	Iteration 21Q: 3 clusters Score -2.241993e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205438 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -22420024.000000 Penalty: 6079.221191
	Iteration 22Q: 3 clusters Score -2.242002e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205574 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -22420112.000000 Penalty: 6079.221191
	Iteration 23Q: 3 clusters Score -2.242011e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205676 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -22420152.000000 Penalty: 6079.221191
	Iteration 24Q: 3 clusters Score -2.242015e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205765 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -22420230.000000 Penalty: 6079.221191
	Iteration 25Q: 3 clusters Score -2.242023e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205812 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -22420274.000000 Penalty: 6079.221191
	Iteration 26Q: 3 clusters Score -2.242027e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205850 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -22420278.000000 Penalty: 6079.221191
	Iteration 27Q: 3 clusters Score -2.242028e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205867 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -22420298.000000 Penalty: 6079.221191
	Iteration 28Q: 3 clusters Score -2.24203e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205886 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -22420288.000000 Penalty: 6079.221191
	Iteration 29Q: 3 clusters Score -2.242029e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205908 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -22420300.000000 Penalty: 6079.221191
	Iteration 30Q: 3 clusters Score -2.24203e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205926 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -22420292.000000 Penalty: 6079.221191
	Iteration 31Q: 3 clusters Score -2.242029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205941 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -22420306.000000 Penalty: 6079.221191
	Iteration 32Q: 3 clusters Score -2.242031e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205959 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -22420340.000000 Penalty: 6079.221191
	Iteration 33Q: 3 clusters Score -2.242034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205979 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -22420336.000000 Penalty: 6079.221191
	Iteration 34Q: 3 clusters Score -2.242034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205990 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -22420368.000000 Penalty: 6079.221191
	Iteration 35Q: 3 clusters Score -2.242037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206001 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -22420338.000000 Penalty: 6079.221191
	Iteration 36Q: 3 clusters Score -2.242034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206011 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -22420328.000000 Penalty: 6079.221191
	Iteration 37Q: 3 clusters Score -2.242033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -22420332.000000 Penalty: 6079.221191
	Iteration 38Q: 3 clusters Score -2.242033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206019 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22420346.000000 Penalty: 6079.221191
	Iteration 39Q: 3 clusters Score -2.242035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206017 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -22420364.000000 Penalty: 6079.221191
	Iteration 40F: 3 clusters Score -2.242036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -22420386.000000 Penalty: 6079.221191
	Iteration 41Q: 3 clusters Score -2.242039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206027 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -22420392.000000 Penalty: 6079.221191
	Iteration 42Q: 3 clusters Score -2.242039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206030 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -22420408.000000 Penalty: 6079.221191
	Iteration 43Q: 3 clusters Score -2.242041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206034 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -22420388.000000 Penalty: 6079.221191
	Iteration 44Q: 3 clusters Score -2.242039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206037 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22420372.000000 Penalty: 6079.221191
	Iteration 45Q: 3 clusters Score -2.242037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206046 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -22420388.000000 Penalty: 6079.221191
	Iteration 46Q: 3 clusters Score -2.242039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206051 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -22420402.000000 Penalty: 6079.221191
	Iteration 47Q: 3 clusters Score -2.24204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206056 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -22420408.000000 Penalty: 6079.221191
	Iteration 48Q: 3 clusters Score -2.242041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206060 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -22420416.000000 Penalty: 6079.221191
	Iteration 49Q: 3 clusters Score -2.242042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206066 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -22420388.000000 Penalty: 6079.221191
	Iteration 50Q: 3 clusters Score -2.242039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206069 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -22420384.000000 Penalty: 6079.221191
	Iteration 51Q: 3 clusters Score -2.242038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -22420386.000000 Penalty: 6079.221191
	Iteration 52Q: 3 clusters Score -2.242039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22420414.000000 Penalty: 6079.221191
	Iteration 53Q: 3 clusters Score -2.242041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22420428.000000 Penalty: 6079.221191
	Iteration 54Q: 3 clusters Score -2.242043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22420440.000000 Penalty: 6079.221191
	Iteration 55Q: 3 clusters Score -2.242044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22420434.000000 Penalty: 6079.221191
	Iteration 56Q: 3 clusters Score -2.242043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206081 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22420436.000000 Penalty: 6079.221191
	Iteration 57Q: 3 clusters Score -2.242044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22420424.000000 Penalty: 6079.221191
	Iteration 58Q: 3 clusters Score -2.242042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206079 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -22420416.000000 Penalty: 6079.221191
	Iteration 59Q: 3 clusters Score -2.242042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206078 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -22420426.000000 Penalty: 6079.221191
	Iteration 60F: 3 clusters Score -2.242043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206079 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -22420430.000000 Penalty: 6079.221191
	Iteration 61Q: 3 clusters Score -2.242043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22420430.000000 Penalty: 6079.221191
	Iteration 62Q: 3 clusters Score -2.242043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206079 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -22420426.000000 Penalty: 6079.221191
	Iteration 63Q: 3 clusters Score -2.242043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206078 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -22420426.000000 Penalty: 6079.221191
	Iteration 64Q: 3 clusters Score -2.242043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206077 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -22420418.000000 Penalty: 6079.221191
	Iteration 65Q: 3 clusters Score -2.242042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22420424.000000 Penalty: 6079.221191
	Iteration 66Q: 3 clusters Score -2.242042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206073 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -22420410.000000 Penalty: 6079.221191
	Iteration 67Q: 3 clusters Score -2.242041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -22420410.000000 Penalty: 6079.221191
	Iteration 68Q: 3 clusters Score -2.242041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -22420410.000000 Penalty: 6079.221191
	Iteration 69F: 3 clusters Score -2.242041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 206072 members 
Mstep: Class 3 contains 280023 members 
Mstep: Class 4 contains 8838 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 30918 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68128 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 43599 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407630 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 266088 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 4271 members 
Entering Unmasked Estep 
Score: -158373984.000000 Penalty: 88271.046875
Splitting cluster 2 changes total score from -158374656.000000 to -158373984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (280023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280023 members 
Entering Unmasked Estep 
Score: -29738026.000000 Penalty: 3110.571533
	Iteration 0F: 2 clusters Score -2.973803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139690 members 
Mstep: Class 2 contains 140333 members 
Entering Unmasked Estep 
Score: -29555720.000000 Penalty: 6221.143066
	Iteration 0F: 3 clusters Score -2.955572e+07 nChanged 135517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -29636670.000000 Penalty: 6221.143066
	Iteration 1F: 3 clusters Score -2.963667e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -29639146.000000 Penalty: 6221.143066
	Iteration 2Q: 3 clusters Score -2.963915e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -29643746.000000 Penalty: 6221.143066
	Iteration 3Q: 3 clusters Score -2.964375e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -29652464.000000 Penalty: 6221.143066
	Iteration 4F: 3 clusters Score -2.965246e+07 nChanged 21307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 192222 members 
Entering Unmasked Estep 
Score: -29667502.000000 Penalty: 6221.143066
	Iteration 5F: 3 clusters Score -2.96675e+07 nChanged 24404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 213782 members 
Entering Unmasked Estep 
Score: -29687734.000000 Penalty: 6221.143066
	Iteration 6F: 3 clusters Score -2.968773e+07 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 233598 members 
Entering Unmasked Estep 
Score: -29708152.000000 Penalty: 6221.143066
	Iteration 7F: 3 clusters Score -2.970815e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 246916 members 
Entering Unmasked Estep 
Score: -29722850.000000 Penalty: 6221.143066
	Iteration 8F: 3 clusters Score -2.972285e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 253938 members 
Entering Unmasked Estep 
Score: -29730496.000000 Penalty: 6221.143066
	Iteration 9Q: 3 clusters Score -2.97305e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 257652 members 
Entering Unmasked Estep 
Score: -29733274.000000 Penalty: 6221.143066
	Iteration 10Q: 3 clusters Score -2.973327e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 260199 members 
Entering Unmasked Estep 
Score: -29734728.000000 Penalty: 6221.143066
	Iteration 11Q: 3 clusters Score -2.973473e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 262256 members 
Entering Unmasked Estep 
Score: -29735406.000000 Penalty: 6221.143066
	Iteration 12Q: 3 clusters Score -2.973541e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 263983 members 
Entering Unmasked Estep 
Score: -29736008.000000 Penalty: 6221.143066
	Iteration 13Q: 3 clusters Score -2.973601e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 265527 members 
Entering Unmasked Estep 
Score: -29736412.000000 Penalty: 6221.143066
	Iteration 14Q: 3 clusters Score -2.973641e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 266876 members 
Entering Unmasked Estep 
Score: -29736596.000000 Penalty: 6221.143066
	Iteration 15Q: 3 clusters Score -2.97366e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 268027 members 
Entering Unmasked Estep 
Score: -29736974.000000 Penalty: 6221.143066
	Iteration 16Q: 3 clusters Score -2.973697e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 269001 members 
Entering Unmasked Estep 
Score: -29737202.000000 Penalty: 6221.143066
	Iteration 17Q: 3 clusters Score -2.97372e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 269827 members 
Entering Unmasked Estep 
Score: -29737348.000000 Penalty: 6221.143066
	Iteration 18Q: 3 clusters Score -2.973735e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 270538 members 
Entering Unmasked Estep 
Score: -29737368.000000 Penalty: 6221.143066
	Iteration 19Q: 3 clusters Score -2.973737e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 271146 members 
Entering Unmasked Estep 
Score: -29737388.000000 Penalty: 6221.143066
	Iteration 20F: 3 clusters Score -2.973739e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 271633 members 
Entering Unmasked Estep 
Score: -29737472.000000 Penalty: 6221.143066
	Iteration 21Q: 3 clusters Score -2.973747e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 272086 members 
Entering Unmasked Estep 
Score: -29737524.000000 Penalty: 6221.143066
	Iteration 22Q: 3 clusters Score -2.973752e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 272527 members 
Entering Unmasked Estep 
Score: -29737606.000000 Penalty: 6221.143066
	Iteration 23Q: 3 clusters Score -2.973761e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -29737588.000000 Penalty: 6221.143066
	Iteration 24Q: 3 clusters Score -2.973759e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 273165 members 
Entering Unmasked Estep 
Score: -29737588.000000 Penalty: 6221.143066
	Iteration 25Q: 3 clusters Score -2.973759e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 273396 members 
Entering Unmasked Estep 
Score: -29737634.000000 Penalty: 6221.143066
	Iteration 26Q: 3 clusters Score -2.973763e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 273584 members 
Entering Unmasked Estep 
Score: -29737710.000000 Penalty: 6221.143066
	Iteration 27Q: 3 clusters Score -2.973771e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 273756 members 
Entering Unmasked Estep 
Score: -29737706.000000 Penalty: 6221.143066
	Iteration 28Q: 3 clusters Score -2.973771e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 273936 members 
Entering Unmasked Estep 
Score: -29737814.000000 Penalty: 6221.143066
	Iteration 29Q: 3 clusters Score -2.973781e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 274091 members 
Entering Unmasked Estep 
Score: -29737784.000000 Penalty: 6221.143066
	Iteration 30Q: 3 clusters Score -2.973778e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 274226 members 
Entering Unmasked Estep 
Score: -29737792.000000 Penalty: 6221.143066
	Iteration 31Q: 3 clusters Score -2.973779e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 274335 members 
Entering Unmasked Estep 
Score: -29737838.000000 Penalty: 6221.143066
	Iteration 32Q: 3 clusters Score -2.973784e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 274432 members 
Entering Unmasked Estep 
Score: -29737838.000000 Penalty: 6221.143066
	Iteration 33Q: 3 clusters Score -2.973784e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 274528 members 
Entering Unmasked Estep 
Score: -29737854.000000 Penalty: 6221.143066
	Iteration 34Q: 3 clusters Score -2.973785e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 274609 members 
Entering Unmasked Estep 
Score: -29737872.000000 Penalty: 6221.143066
	Iteration 35Q: 3 clusters Score -2.973787e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 274694 members 
Entering Unmasked Estep 
Score: -29737916.000000 Penalty: 6221.143066
	Iteration 36Q: 3 clusters Score -2.973792e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 274779 members 
Entering Unmasked Estep 
Score: -29737966.000000 Penalty: 6221.143066
	Iteration 37Q: 3 clusters Score -2.973797e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 274864 members 
Entering Unmasked Estep 
Score: -29737956.000000 Penalty: 6221.143066
	Iteration 38Q: 3 clusters Score -2.973796e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 274947 members 
Entering Unmasked Estep 
Score: -29737962.000000 Penalty: 6221.143066
	Iteration 39Q: 3 clusters Score -2.973796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 275021 members 
Entering Unmasked Estep 
Score: -29737928.000000 Penalty: 6221.143066
	Iteration 40F: 3 clusters Score -2.973793e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 275081 members 
Entering Unmasked Estep 
Score: -29737960.000000 Penalty: 6221.143066
	Iteration 41Q: 3 clusters Score -2.973796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 275141 members 
Entering Unmasked Estep 
Score: -29737920.000000 Penalty: 6221.143066
	Iteration 42Q: 3 clusters Score -2.973792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 275195 members 
Entering Unmasked Estep 
Score: -29737950.000000 Penalty: 6221.143066
	Iteration 43Q: 3 clusters Score -2.973795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 275248 members 
Entering Unmasked Estep 
Score: -29737940.000000 Penalty: 6221.143066
	Iteration 44Q: 3 clusters Score -2.973794e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 275303 members 
Entering Unmasked Estep 
Score: -29737988.000000 Penalty: 6221.143066
	Iteration 45Q: 3 clusters Score -2.973799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 275342 members 
Entering Unmasked Estep 
Score: -29737966.000000 Penalty: 6221.143066
	Iteration 46Q: 3 clusters Score -2.973797e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 275384 members 
Entering Unmasked Estep 
Score: -29737976.000000 Penalty: 6221.143066
	Iteration 47Q: 3 clusters Score -2.973798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 275415 members 
Entering Unmasked Estep 
Score: -29737960.000000 Penalty: 6221.143066
	Iteration 48Q: 3 clusters Score -2.973796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 275432 members 
Entering Unmasked Estep 
Score: -29737986.000000 Penalty: 6221.143066
	Iteration 49Q: 3 clusters Score -2.973799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 275447 members 
Entering Unmasked Estep 
Score: -29738006.000000 Penalty: 6221.143066
	Iteration 50Q: 3 clusters Score -2.973801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 275464 members 
Entering Unmasked Estep 
Score: -29737994.000000 Penalty: 6221.143066
	Iteration 51Q: 3 clusters Score -2.973799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 275478 members 
Entering Unmasked Estep 
Score: -29737982.000000 Penalty: 6221.143066
	Iteration 52Q: 3 clusters Score -2.973798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 275498 members 
Entering Unmasked Estep 
Score: -29737972.000000 Penalty: 6221.143066
	Iteration 53Q: 3 clusters Score -2.973797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 275519 members 
Entering Unmasked Estep 
Score: -29737988.000000 Penalty: 6221.143066
	Iteration 54Q: 3 clusters Score -2.973799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 275537 members 
Entering Unmasked Estep 
Score: -29737972.000000 Penalty: 6221.143066
	Iteration 55Q: 3 clusters Score -2.973797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 275551 members 
Entering Unmasked Estep 
Score: -29737972.000000 Penalty: 6221.143066
	Iteration 56Q: 3 clusters Score -2.973797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 275561 members 
Entering Unmasked Estep 
Score: -29737978.000000 Penalty: 6221.143066
	Iteration 57Q: 3 clusters Score -2.973798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 275572 members 
Entering Unmasked Estep 
Score: -29737978.000000 Penalty: 6221.143066
	Iteration 58Q: 3 clusters Score -2.973798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 275579 members 
Entering Unmasked Estep 
Score: -29737986.000000 Penalty: 6221.143066
	Iteration 59Q: 3 clusters Score -2.973799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 275588 members 
Entering Unmasked Estep 
Score: -29737984.000000 Penalty: 6221.143066
	Iteration 60F: 3 clusters Score -2.973798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 275606 members 
Entering Unmasked Estep 
Score: -29737988.000000 Penalty: 6221.143066
	Iteration 61Q: 3 clusters Score -2.973799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 275623 members 
Entering Unmasked Estep 
Score: -29737972.000000 Penalty: 6221.143066
	Iteration 62Q: 3 clusters Score -2.973797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 275635 members 
Entering Unmasked Estep 
Score: -29737968.000000 Penalty: 6221.143066
	Iteration 63Q: 3 clusters Score -2.973797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 275649 members 
Entering Unmasked Estep 
Score: -29737954.000000 Penalty: 6221.143066
	Iteration 64Q: 3 clusters Score -2.973795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 275660 members 
Entering Unmasked Estep 
Score: -29737932.000000 Penalty: 6221.143066
	Iteration 65Q: 3 clusters Score -2.973793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 275668 members 
Entering Unmasked Estep 
Score: -29737938.000000 Penalty: 6221.143066
	Iteration 66Q: 3 clusters Score -2.973794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 275673 members 
Entering Unmasked Estep 
Score: -29737936.000000 Penalty: 6221.143066
	Iteration 67Q: 3 clusters Score -2.973794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 275680 members 
Entering Unmasked Estep 
Score: -29737930.000000 Penalty: 6221.143066
	Iteration 68Q: 3 clusters Score -2.973793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 275690 members 
Entering Unmasked Estep 
Score: -29737894.000000 Penalty: 6221.143066
	Iteration 69Q: 3 clusters Score -2.973789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 275692 members 
Entering Unmasked Estep 
Score: -29737898.000000 Penalty: 6221.143066
	Iteration 70Q: 3 clusters Score -2.97379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 275701 members 
Entering Unmasked Estep 
Score: -29737910.000000 Penalty: 6221.143066
	Iteration 71Q: 3 clusters Score -2.973791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 275712 members 
Entering Unmasked Estep 
Score: -29737918.000000 Penalty: 6221.143066
	Iteration 72Q: 3 clusters Score -2.973792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 275719 members 
Entering Unmasked Estep 
Score: -29737922.000000 Penalty: 6221.143066
	Iteration 73Q: 3 clusters Score -2.973792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 275724 members 
Entering Unmasked Estep 
Score: -29737918.000000 Penalty: 6221.143066
	Iteration 74Q: 3 clusters Score -2.973792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 275726 members 
Entering Unmasked Estep 
Score: -29737940.000000 Penalty: 6221.143066
	Iteration 75Q: 3 clusters Score -2.973794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 275726 members 
Entering Unmasked Estep 
Score: -29737940.000000 Penalty: 6221.143066
	Iteration 76F: 3 clusters Score -2.973794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Entering Unmasked Estep 
Score: -913885.375000 Penalty: 2253.530273
	Iteration 0F: 2 clusters Score -913885.4 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 4458 members 
Entering Unmasked Estep 
Score: -906840.312500 Penalty: 4507.060547
	Iteration 0F: 3 clusters Score -906840.3 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -908832.625000 Penalty: 4507.060547
	Iteration 1F: 3 clusters Score -908832.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -909079.562500 Penalty: 4507.060547
	Iteration 2F: 3 clusters Score -909079.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -909238.625000 Penalty: 4507.060547
	Iteration 3Q: 3 clusters Score -909238.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -909357.625000 Penalty: 4507.060547
	Iteration 4Q: 3 clusters Score -909357.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -909451.625000 Penalty: 4507.060547
	Iteration 5Q: 3 clusters Score -909451.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -909523.375000 Penalty: 4507.060547
	Iteration 6Q: 3 clusters Score -909523.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -909594.562500 Penalty: 4507.060547
	Iteration 7Q: 3 clusters Score -909594.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -909673.000000 Penalty: 4507.060547
	Iteration 8Q: 3 clusters Score -909673 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -909757.125000 Penalty: 4507.060547
	Iteration 9Q: 3 clusters Score -909757.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -909833.187500 Penalty: 4507.060547
	Iteration 10Q: 3 clusters Score -909833.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -909907.687500 Penalty: 4507.060547
	Iteration 11Q: 3 clusters Score -909907.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -909979.875000 Penalty: 4507.060547
	Iteration 12Q: 3 clusters Score -909979.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -910074.562500 Penalty: 4507.060547
	Iteration 13Q: 3 clusters Score -910074.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -910201.437500 Penalty: 4507.060547
	Iteration 14Q: 3 clusters Score -910201.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -910371.562500 Penalty: 4507.060547
	Iteration 15Q: 3 clusters Score -910371.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -910569.187500 Penalty: 4507.060547
	Iteration 16Q: 3 clusters Score -910569.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -910795.500000 Penalty: 4507.060547
	Iteration 17Q: 3 clusters Score -910795.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -911026.687500 Penalty: 4507.060547
	Iteration 18Q: 3 clusters Score -911026.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -911222.437500 Penalty: 4507.060547
	Iteration 19Q: 3 clusters Score -911222.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -911387.437500 Penalty: 4507.060547
	Iteration 20F: 3 clusters Score -911387.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -911524.750000 Penalty: 4507.060547
	Iteration 21Q: 3 clusters Score -911524.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -911639.125000 Penalty: 4507.060547
	Iteration 22Q: 3 clusters Score -911639.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -911711.875000 Penalty: 4507.060547
	Iteration 23Q: 3 clusters Score -911711.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -911753.875000 Penalty: 4507.060547
	Iteration 24Q: 3 clusters Score -911753.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -911781.562500 Penalty: 4507.060547
	Iteration 25Q: 3 clusters Score -911781.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -911810.625000 Penalty: 4507.060547
	Iteration 26Q: 3 clusters Score -911810.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -911840.937500 Penalty: 4507.060547
	Iteration 27Q: 3 clusters Score -911840.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -911867.812500 Penalty: 4507.060547
	Iteration 28Q: 3 clusters Score -911867.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -911883.000000 Penalty: 4507.060547
	Iteration 29Q: 3 clusters Score -911883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -911893.875000 Penalty: 4507.060547
	Iteration 30Q: 3 clusters Score -911893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -911904.312500 Penalty: 4507.060547
	Iteration 31Q: 3 clusters Score -911904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -911915.437500 Penalty: 4507.060547
	Iteration 32Q: 3 clusters Score -911915.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -911927.312500 Penalty: 4507.060547
	Iteration 33Q: 3 clusters Score -911927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -911935.937500 Penalty: 4507.060547
	Iteration 34Q: 3 clusters Score -911935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -911942.375000 Penalty: 4507.060547
	Iteration 35Q: 3 clusters Score -911942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -911946.250000 Penalty: 4507.060547
	Iteration 36Q: 3 clusters Score -911946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -911950.312500 Penalty: 4507.060547
	Iteration 37Q: 3 clusters Score -911950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -911951.125000 Penalty: 4507.060547
	Iteration 38Q: 3 clusters Score -911951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -911955.562500 Penalty: 4507.060547
	Iteration 39Q: 3 clusters Score -911955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -911953.875000 Penalty: 4507.060547
	Iteration 40F: 3 clusters Score -911953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -911954.125000 Penalty: 4507.060547
	Iteration 41Q: 3 clusters Score -911954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -911954.125000 Penalty: 4507.060547
	Iteration 42F: 3 clusters Score -911954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -649875.062500 Penalty: 2159.906494
	Iteration 0F: 2 clusters Score -649875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -644684.750000 Penalty: 4319.812988
	Iteration 0F: 3 clusters Score -644684.8 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -645971.687500 Penalty: 4319.812988
	Iteration 1F: 3 clusters Score -645971.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -646163.625000 Penalty: 4319.812988
	Iteration 2F: 3 clusters Score -646163.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -646285.812500 Penalty: 4319.812988
	Iteration 3Q: 3 clusters Score -646285.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -646378.687500 Penalty: 4319.812988
	Iteration 4Q: 3 clusters Score -646378.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -646428.625000 Penalty: 4319.812988
	Iteration 5Q: 3 clusters Score -646428.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -646473.437500 Penalty: 4319.812988
	Iteration 6Q: 3 clusters Score -646473.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -646514.500000 Penalty: 4319.812988
	Iteration 7Q: 3 clusters Score -646514.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -646551.937500 Penalty: 4319.812988
	Iteration 8Q: 3 clusters Score -646551.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -646586.375000 Penalty: 4319.812988
	Iteration 9Q: 3 clusters Score -646586.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -646621.062500 Penalty: 4319.812988
	Iteration 10Q: 3 clusters Score -646621.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -646659.812500 Penalty: 4319.812988
	Iteration 11Q: 3 clusters Score -646659.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -646688.375000 Penalty: 4319.812988
	Iteration 12Q: 3 clusters Score -646688.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -646715.125000 Penalty: 4319.812988
	Iteration 13Q: 3 clusters Score -646715.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -646734.750000 Penalty: 4319.812988
	Iteration 14Q: 3 clusters Score -646734.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -646759.375000 Penalty: 4319.812988
	Iteration 15Q: 3 clusters Score -646759.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -646779.937500 Penalty: 4319.812988
	Iteration 16Q: 3 clusters Score -646779.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -646807.750000 Penalty: 4319.812988
	Iteration 17Q: 3 clusters Score -646807.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -646837.250000 Penalty: 4319.812988
	Iteration 18Q: 3 clusters Score -646837.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -646876.500000 Penalty: 4319.812988
	Iteration 19Q: 3 clusters Score -646876.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -646924.062500 Penalty: 4319.812988
	Iteration 20F: 3 clusters Score -646924.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -646977.812500 Penalty: 4319.812988
	Iteration 21Q: 3 clusters Score -646977.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -647033.750000 Penalty: 4319.812988
	Iteration 22Q: 3 clusters Score -647033.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -647093.187500 Penalty: 4319.812988
	Iteration 23Q: 3 clusters Score -647093.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -647160.125000 Penalty: 4319.812988
	Iteration 24Q: 3 clusters Score -647160.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -647225.250000 Penalty: 4319.812988
	Iteration 25Q: 3 clusters Score -647225.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -647293.562500 Penalty: 4319.812988
	Iteration 26Q: 3 clusters Score -647293.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -647364.125000 Penalty: 4319.812988
	Iteration 27Q: 3 clusters Score -647364.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -647434.375000 Penalty: 4319.812988
	Iteration 28Q: 3 clusters Score -647434.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -647502.875000 Penalty: 4319.812988
	Iteration 29Q: 3 clusters Score -647502.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -647565.562500 Penalty: 4319.812988
	Iteration 30Q: 3 clusters Score -647565.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -647611.000000 Penalty: 4319.812988
	Iteration 31Q: 3 clusters Score -647611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -647655.937500 Penalty: 4319.812988
	Iteration 32Q: 3 clusters Score -647655.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -647701.312500 Penalty: 4319.812988
	Iteration 33Q: 3 clusters Score -647701.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -647740.375000 Penalty: 4319.812988
	Iteration 34Q: 3 clusters Score -647740.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -647777.812500 Penalty: 4319.812988
	Iteration 35Q: 3 clusters Score -647777.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -647802.812500 Penalty: 4319.812988
	Iteration 36Q: 3 clusters Score -647802.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -647822.937500 Penalty: 4319.812988
	Iteration 37Q: 3 clusters Score -647822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -647838.062500 Penalty: 4319.812988
	Iteration 38Q: 3 clusters Score -647838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -647858.125000 Penalty: 4319.812988
	Iteration 39Q: 3 clusters Score -647858.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -647878.250000 Penalty: 4319.812988
	Iteration 40F: 3 clusters Score -647878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -647894.125000 Penalty: 4319.812988
	Iteration 41Q: 3 clusters Score -647894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -647899.562500 Penalty: 4319.812988
	Iteration 42Q: 3 clusters Score -647899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -647907.437500 Penalty: 4319.812988
	Iteration 43Q: 3 clusters Score -647907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -647910.000000 Penalty: 4319.812988
	Iteration 44Q: 3 clusters Score -647910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -647911.625000 Penalty: 4319.812988
	Iteration 45Q: 3 clusters Score -647911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -647917.437500 Penalty: 4319.812988
	Iteration 46Q: 3 clusters Score -647917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -647922.750000 Penalty: 4319.812988
	Iteration 47Q: 3 clusters Score -647922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -647926.500000 Penalty: 4319.812988
	Iteration 48Q: 3 clusters Score -647926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -647927.375000 Penalty: 4319.812988
	Iteration 49Q: 3 clusters Score -647927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -647929.312500 Penalty: 4319.812988
	Iteration 50Q: 3 clusters Score -647929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -647930.937500 Penalty: 4319.812988
	Iteration 51Q: 3 clusters Score -647930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -647933.250000 Penalty: 4319.812988
	Iteration 52Q: 3 clusters Score -647933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -647933.250000 Penalty: 4319.812988
	Iteration 53F: 3 clusters Score -647933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -119628.968750 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -119629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117522.710938 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -117522.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -117850.101562 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -117850.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -117932.609375 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -117932.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -117992.015625 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -117992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -118016.015625 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -118016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118024.937500 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -118024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118033.210938 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -118033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118040.867188 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -118040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118049.218750 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -118049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118054.609375 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -118054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118056.851562 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -118056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118056.851562 Penalty: 3520.794434
	Iteration 11F: 3 clusters Score -118056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Entering Unmasked Estep 
Score: -2798960.750000 Penalty: 2547.064209
	Iteration 0F: 2 clusters Score -2798961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2779094.250000 Penalty: 5094.128418
	Iteration 0F: 3 clusters Score -2779094 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2786299.250000 Penalty: 5094.128418
	Iteration 1F: 3 clusters Score -2786299 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2786937.750000 Penalty: 5094.128418
	Iteration 2F: 3 clusters Score -2786938 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2787772.500000 Penalty: 5094.128418
	Iteration 3F: 3 clusters Score -2787772 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2788848.000000 Penalty: 5094.128418
	Iteration 4F: 3 clusters Score -2788848 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2790264.000000 Penalty: 5094.128418
	Iteration 5F: 3 clusters Score -2790264 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2791739.750000 Penalty: 5094.128418
	Iteration 6F: 3 clusters Score -2791740 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2793099.750000 Penalty: 5094.128418
	Iteration 7F: 3 clusters Score -2793100 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2794214.500000 Penalty: 5094.128418
	Iteration 8Q: 3 clusters Score -2794214 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2795054.250000 Penalty: 5094.128418
	Iteration 9Q: 3 clusters Score -2795054 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2795622.750000 Penalty: 5094.128418
	Iteration 10Q: 3 clusters Score -2795623 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2795974.750000 Penalty: 5094.128418
	Iteration 11Q: 3 clusters Score -2795975 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -2796172.500000 Penalty: 5094.128418
	Iteration 12Q: 3 clusters Score -2796172 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2796295.750000 Penalty: 5094.128418
	Iteration 13Q: 3 clusters Score -2796296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2796375.000000 Penalty: 5094.128418
	Iteration 14Q: 3 clusters Score -2796375 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2796456.250000 Penalty: 5094.128418
	Iteration 15Q: 3 clusters Score -2796456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2796506.000000 Penalty: 5094.128418
	Iteration 16Q: 3 clusters Score -2796506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -2796541.500000 Penalty: 5094.128418
	Iteration 17Q: 3 clusters Score -2796542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -2796580.250000 Penalty: 5094.128418
	Iteration 18Q: 3 clusters Score -2796580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -2796607.500000 Penalty: 5094.128418
	Iteration 19Q: 3 clusters Score -2796608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -2796634.000000 Penalty: 5094.128418
	Iteration 20F: 3 clusters Score -2796634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2796643.000000 Penalty: 5094.128418
	Iteration 21Q: 3 clusters Score -2796643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -2796670.000000 Penalty: 5094.128418
	Iteration 22Q: 3 clusters Score -2796670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -2796683.500000 Penalty: 5094.128418
	Iteration 23Q: 3 clusters Score -2796684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2796706.250000 Penalty: 5094.128418
	Iteration 24Q: 3 clusters Score -2796706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -2796712.500000 Penalty: 5094.128418
	Iteration 25Q: 3 clusters Score -2796712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -2796716.250000 Penalty: 5094.128418
	Iteration 26Q: 3 clusters Score -2796716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2796722.750000 Penalty: 5094.128418
	Iteration 27Q: 3 clusters Score -2796723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2796727.000000 Penalty: 5094.128418
	Iteration 28Q: 3 clusters Score -2796727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2796731.500000 Penalty: 5094.128418
	Iteration 29Q: 3 clusters Score -2796732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2796733.000000 Penalty: 5094.128418
	Iteration 30Q: 3 clusters Score -2796733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -2796732.500000 Penalty: 5094.128418
	Iteration 31Q: 3 clusters Score -2796732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2796735.500000 Penalty: 5094.128418
	Iteration 32Q: 3 clusters Score -2796736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2796738.500000 Penalty: 5094.128418
	Iteration 33Q: 3 clusters Score -2796738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2796740.250000 Penalty: 5094.128418
	Iteration 34Q: 3 clusters Score -2796740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -2796739.750000 Penalty: 5094.128418
	Iteration 35Q: 3 clusters Score -2796740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -2796743.500000 Penalty: 5094.128418
	Iteration 36Q: 3 clusters Score -2796744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -2796742.250000 Penalty: 5094.128418
	Iteration 37Q: 3 clusters Score -2796742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -2796749.000000 Penalty: 5094.128418
	Iteration 38Q: 3 clusters Score -2796749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -2796747.500000 Penalty: 5094.128418
	Iteration 39Q: 3 clusters Score -2796748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2796749.250000 Penalty: 5094.128418
	Iteration 40F: 3 clusters Score -2796749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -2796750.750000 Penalty: 5094.128418
	Iteration 41Q: 3 clusters Score -2796751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2796753.250000 Penalty: 5094.128418
	Iteration 42Q: 3 clusters Score -2796753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -2796752.500000 Penalty: 5094.128418
	Iteration 43Q: 3 clusters Score -2796752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2796753.500000 Penalty: 5094.128418
	Iteration 44Q: 3 clusters Score -2796754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2796753.500000 Penalty: 5094.128418
	Iteration 45F: 3 clusters Score -2796754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Entering Unmasked Estep 
Score: -3331612.750000 Penalty: 2564.095459
	Iteration 0F: 2 clusters Score -3331613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3310359.250000 Penalty: 5128.190918
	Iteration 0F: 3 clusters Score -3310359 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3317899.750000 Penalty: 5128.190918
	Iteration 1F: 3 clusters Score -3317900 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3318379.000000 Penalty: 5128.190918
	Iteration 2Q: 3 clusters Score -3318379 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3318783.750000 Penalty: 5128.190918
	Iteration 3Q: 3 clusters Score -3318784 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3319322.250000 Penalty: 5128.190918
	Iteration 4Q: 3 clusters Score -3319322 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3320037.000000 Penalty: 5128.190918
	Iteration 5Q: 3 clusters Score -3320037 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3320953.500000 Penalty: 5128.190918
	Iteration 6Q: 3 clusters Score -3320954 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3322007.000000 Penalty: 5128.190918
	Iteration 7F: 3 clusters Score -3322007 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3323268.250000 Penalty: 5128.190918
	Iteration 8F: 3 clusters Score -3323268 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3324581.750000 Penalty: 5128.190918
	Iteration 9F: 3 clusters Score -3324582 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3325812.000000 Penalty: 5128.190918
	Iteration 10F: 3 clusters Score -3325812 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3326866.250000 Penalty: 5128.190918
	Iteration 11Q: 3 clusters Score -3326866 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3327612.500000 Penalty: 5128.190918
	Iteration 12Q: 3 clusters Score -3327612 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3328127.750000 Penalty: 5128.190918
	Iteration 13Q: 3 clusters Score -3328128 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3328516.000000 Penalty: 5128.190918
	Iteration 14Q: 3 clusters Score -3328516 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3328802.000000 Penalty: 5128.190918
	Iteration 15Q: 3 clusters Score -3328802 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3328973.500000 Penalty: 5128.190918
	Iteration 16Q: 3 clusters Score -3328974 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3329099.500000 Penalty: 5128.190918
	Iteration 17Q: 3 clusters Score -3329100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3329169.250000 Penalty: 5128.190918
	Iteration 18Q: 3 clusters Score -3329169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3329221.000000 Penalty: 5128.190918
	Iteration 19Q: 3 clusters Score -3329221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3329257.500000 Penalty: 5128.190918
	Iteration 20F: 3 clusters Score -3329258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3329295.750000 Penalty: 5128.190918
	Iteration 21Q: 3 clusters Score -3329296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3329309.000000 Penalty: 5128.190918
	Iteration 22Q: 3 clusters Score -3329309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3329334.750000 Penalty: 5128.190918
	Iteration 23Q: 3 clusters Score -3329335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3329345.000000 Penalty: 5128.190918
	Iteration 24Q: 3 clusters Score -3329345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3329358.000000 Penalty: 5128.190918
	Iteration 25Q: 3 clusters Score -3329358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3329371.500000 Penalty: 5128.190918
	Iteration 26Q: 3 clusters Score -3329372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3329379.000000 Penalty: 5128.190918
	Iteration 27Q: 3 clusters Score -3329379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3329386.250000 Penalty: 5128.190918
	Iteration 28Q: 3 clusters Score -3329386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3329399.250000 Penalty: 5128.190918
	Iteration 29Q: 3 clusters Score -3329399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3329407.000000 Penalty: 5128.190918
	Iteration 30Q: 3 clusters Score -3329407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3329422.750000 Penalty: 5128.190918
	Iteration 31Q: 3 clusters Score -3329423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3329431.250000 Penalty: 5128.190918
	Iteration 32Q: 3 clusters Score -3329431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3329435.750000 Penalty: 5128.190918
	Iteration 33Q: 3 clusters Score -3329436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3329437.500000 Penalty: 5128.190918
	Iteration 34Q: 3 clusters Score -3329438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3329440.250000 Penalty: 5128.190918
	Iteration 35Q: 3 clusters Score -3329440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3329440.250000 Penalty: 5128.190918
	Iteration 36F: 3 clusters Score -3329440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -266475.000000 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -266475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -263201.968750 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -263202 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -263982.000000 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -263982 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -264138.031250 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -264138 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -264236.906250 Penalty: 3976.584473
	Iteration 3Q: 3 clusters Score -264236.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264294.750000 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -264294.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -264336.093750 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -264336.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -264375.937500 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -264375.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -264405.625000 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -264405.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -264436.687500 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -264436.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -264459.343750 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -264459.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -264475.937500 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -264475.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -264488.718750 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -264488.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -264500.375000 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -264500.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264509.031250 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -264509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -264517.781250 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -264517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -264525.062500 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -264525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264529.937500 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -264529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -264534.062500 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -264534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264538.656250 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -264538.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -264545.187500 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -264545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -264550.718750 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -264550.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264562.093750 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -264562.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264569.906250 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -264569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -264573.750000 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -264573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -264577.250000 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -264577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -264583.468750 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -264583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -264587.906250 Penalty: 3976.584473
	Iteration 26Q: 3 clusters Score -264587.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264591.812500 Penalty: 3976.584473
	Iteration 27Q: 3 clusters Score -264591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264598.000000 Penalty: 3976.584473
	Iteration 28Q: 3 clusters Score -264598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264599.781250 Penalty: 3976.584473
	Iteration 29Q: 3 clusters Score -264599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -264602.375000 Penalty: 3976.584473
	Iteration 30Q: 3 clusters Score -264602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -264606.156250 Penalty: 3976.584473
	Iteration 31Q: 3 clusters Score -264606.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -264612.562500 Penalty: 3976.584473
	Iteration 32Q: 3 clusters Score -264612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264616.437500 Penalty: 3976.584473
	Iteration 33Q: 3 clusters Score -264616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264620.125000 Penalty: 3976.584473
	Iteration 34Q: 3 clusters Score -264620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264623.062500 Penalty: 3976.584473
	Iteration 35Q: 3 clusters Score -264623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -264623.187500 Penalty: 3976.584473
	Iteration 36Q: 3 clusters Score -264623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -264623.187500 Penalty: 3976.584473
	Iteration 37F: 3 clusters Score -264623.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Entering Unmasked Estep 
Score: -3969698.000000 Penalty: 2607.246338
	Iteration 0F: 2 clusters Score -3969698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3944613.000000 Penalty: 5214.492676
	Iteration 0F: 3 clusters Score -3944613 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3953900.000000 Penalty: 5214.492676
	Iteration 1F: 3 clusters Score -3953900 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3954668.250000 Penalty: 5214.492676
	Iteration 2Q: 3 clusters Score -3954668 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3955509.500000 Penalty: 5214.492676
	Iteration 3F: 3 clusters Score -3955510 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3956538.750000 Penalty: 5214.492676
	Iteration 4F: 3 clusters Score -3956539 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3957790.750000 Penalty: 5214.492676
	Iteration 5F: 3 clusters Score -3957791 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3959433.750000 Penalty: 5214.492676
	Iteration 6F: 3 clusters Score -3959434 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3961377.500000 Penalty: 5214.492676
	Iteration 7F: 3 clusters Score -3961378 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3963064.000000 Penalty: 5214.492676
	Iteration 8F: 3 clusters Score -3963064 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3964078.000000 Penalty: 5214.492676
	Iteration 9F: 3 clusters Score -3964078 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3964560.500000 Penalty: 5214.492676
	Iteration 10Q: 3 clusters Score -3964560 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3964849.250000 Penalty: 5214.492676
	Iteration 11Q: 3 clusters Score -3964849 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3965054.500000 Penalty: 5214.492676
	Iteration 12Q: 3 clusters Score -3965054 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3965213.500000 Penalty: 5214.492676
	Iteration 13Q: 3 clusters Score -3965214 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3965309.250000 Penalty: 5214.492676
	Iteration 14Q: 3 clusters Score -3965309 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3965402.000000 Penalty: 5214.492676
	Iteration 15Q: 3 clusters Score -3965402 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3965469.750000 Penalty: 5214.492676
	Iteration 16Q: 3 clusters Score -3965470 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3965551.750000 Penalty: 5214.492676
	Iteration 17Q: 3 clusters Score -3965552 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3965599.250000 Penalty: 5214.492676
	Iteration 18Q: 3 clusters Score -3965599 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3965641.750000 Penalty: 5214.492676
	Iteration 19Q: 3 clusters Score -3965642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3965698.250000 Penalty: 5214.492676
	Iteration 20F: 3 clusters Score -3965698 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3965743.500000 Penalty: 5214.492676
	Iteration 21Q: 3 clusters Score -3965744 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3965767.500000 Penalty: 5214.492676
	Iteration 22Q: 3 clusters Score -3965768 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3965831.750000 Penalty: 5214.492676
	Iteration 23Q: 3 clusters Score -3965832 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3965858.250000 Penalty: 5214.492676
	Iteration 24Q: 3 clusters Score -3965858 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3965894.250000 Penalty: 5214.492676
	Iteration 25Q: 3 clusters Score -3965894 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3965943.250000 Penalty: 5214.492676
	Iteration 26Q: 3 clusters Score -3965943 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3966002.750000 Penalty: 5214.492676
	Iteration 27Q: 3 clusters Score -3966003 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3966055.750000 Penalty: 5214.492676
	Iteration 28Q: 3 clusters Score -3966056 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3966112.250000 Penalty: 5214.492676
	Iteration 29Q: 3 clusters Score -3966112 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3966160.750000 Penalty: 5214.492676
	Iteration 30Q: 3 clusters Score -3966161 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3966224.250000 Penalty: 5214.492676
	Iteration 31Q: 3 clusters Score -3966224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3966264.000000 Penalty: 5214.492676
	Iteration 32Q: 3 clusters Score -3966264 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3966324.750000 Penalty: 5214.492676
	Iteration 33Q: 3 clusters Score -3966325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3966390.000000 Penalty: 5214.492676
	Iteration 34Q: 3 clusters Score -3966390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3966460.250000 Penalty: 5214.492676
	Iteration 35Q: 3 clusters Score -3966460 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3966508.250000 Penalty: 5214.492676
	Iteration 36Q: 3 clusters Score -3966508 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3966576.250000 Penalty: 5214.492676
	Iteration 37Q: 3 clusters Score -3966576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3966648.750000 Penalty: 5214.492676
	Iteration 38Q: 3 clusters Score -3966649 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3966708.250000 Penalty: 5214.492676
	Iteration 39Q: 3 clusters Score -3966708 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3966791.750000 Penalty: 5214.492676
	Iteration 40F: 3 clusters Score -3966792 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3966856.250000 Penalty: 5214.492676
	Iteration 41Q: 3 clusters Score -3966856 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3966925.000000 Penalty: 5214.492676
	Iteration 42Q: 3 clusters Score -3966925 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -3966994.500000 Penalty: 5214.492676
	Iteration 43Q: 3 clusters Score -3966994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3967048.250000 Penalty: 5214.492676
	Iteration 44Q: 3 clusters Score -3967048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3967115.500000 Penalty: 5214.492676
	Iteration 45Q: 3 clusters Score -3967116 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3967178.750000 Penalty: 5214.492676
	Iteration 46Q: 3 clusters Score -3967179 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3967228.250000 Penalty: 5214.492676
	Iteration 47Q: 3 clusters Score -3967228 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3967260.500000 Penalty: 5214.492676
	Iteration 48Q: 3 clusters Score -3967260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3967309.750000 Penalty: 5214.492676
	Iteration 49Q: 3 clusters Score -3967310 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3967366.250000 Penalty: 5214.492676
	Iteration 50Q: 3 clusters Score -3967366 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3967418.000000 Penalty: 5214.492676
	Iteration 51Q: 3 clusters Score -3967418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -3967452.000000 Penalty: 5214.492676
	Iteration 52Q: 3 clusters Score -3967452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3967495.500000 Penalty: 5214.492676
	Iteration 53Q: 3 clusters Score -3967496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -3967539.000000 Penalty: 5214.492676
	Iteration 54Q: 3 clusters Score -3967539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3967570.750000 Penalty: 5214.492676
	Iteration 55Q: 3 clusters Score -3967571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -3967585.250000 Penalty: 5214.492676
	Iteration 56Q: 3 clusters Score -3967585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3967595.750000 Penalty: 5214.492676
	Iteration 57Q: 3 clusters Score -3967596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3967614.000000 Penalty: 5214.492676
	Iteration 58Q: 3 clusters Score -3967614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -3967634.250000 Penalty: 5214.492676
	Iteration 59Q: 3 clusters Score -3967634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3967642.750000 Penalty: 5214.492676
	Iteration 60F: 3 clusters Score -3967643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3967662.000000 Penalty: 5214.492676
	Iteration 61Q: 3 clusters Score -3967662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3967672.750000 Penalty: 5214.492676
	Iteration 62Q: 3 clusters Score -3967673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -3967680.750000 Penalty: 5214.492676
	Iteration 63Q: 3 clusters Score -3967681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3967697.250000 Penalty: 5214.492676
	Iteration 64Q: 3 clusters Score -3967697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3967706.250000 Penalty: 5214.492676
	Iteration 65Q: 3 clusters Score -3967706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -3967713.500000 Penalty: 5214.492676
	Iteration 66Q: 3 clusters Score -3967714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -3967718.750000 Penalty: 5214.492676
	Iteration 67Q: 3 clusters Score -3967719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -3967727.250000 Penalty: 5214.492676
	Iteration 68Q: 3 clusters Score -3967727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -3967722.750000 Penalty: 5214.492676
	Iteration 69Q: 3 clusters Score -3967723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -3967729.000000 Penalty: 5214.492676
	Iteration 70Q: 3 clusters Score -3967729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -3967726.000000 Penalty: 5214.492676
	Iteration 71Q: 3 clusters Score -3967726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3967728.750000 Penalty: 5214.492676
	Iteration 72Q: 3 clusters Score -3967729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -3967732.000000 Penalty: 5214.492676
	Iteration 73Q: 3 clusters Score -3967732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3967741.250000 Penalty: 5214.492676
	Iteration 74Q: 3 clusters Score -3967741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -3967748.250000 Penalty: 5214.492676
	Iteration 75Q: 3 clusters Score -3967748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3967743.250000 Penalty: 5214.492676
	Iteration 76Q: 3 clusters Score -3967743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3967748.250000 Penalty: 5214.492676
	Iteration 77Q: 3 clusters Score -3967748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -3967742.750000 Penalty: 5214.492676
	Iteration 78Q: 3 clusters Score -3967743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3967743.500000 Penalty: 5214.492676
	Iteration 79Q: 3 clusters Score -3967744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3967753.500000 Penalty: 5214.492676
	Iteration 80F: 3 clusters Score -3967754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -3967755.250000 Penalty: 5214.492676
	Iteration 81Q: 3 clusters Score -3967755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3967759.500000 Penalty: 5214.492676
	Iteration 82Q: 3 clusters Score -3967760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -3967765.250000 Penalty: 5214.492676
	Iteration 83Q: 3 clusters Score -3967765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -3967767.250000 Penalty: 5214.492676
	Iteration 84Q: 3 clusters Score -3967767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -3967764.000000 Penalty: 5214.492676
	Iteration 85Q: 3 clusters Score -3967764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -3967772.750000 Penalty: 5214.492676
	Iteration 86Q: 3 clusters Score -3967773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -3967773.000000 Penalty: 5214.492676
	Iteration 87Q: 3 clusters Score -3967773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -3967779.750000 Penalty: 5214.492676
	Iteration 88Q: 3 clusters Score -3967780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -3967777.750000 Penalty: 5214.492676
	Iteration 89Q: 3 clusters Score -3967778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -3967776.750000 Penalty: 5214.492676
	Iteration 90Q: 3 clusters Score -3967777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -3967779.500000 Penalty: 5214.492676
	Iteration 91Q: 3 clusters Score -3967780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3967778.000000 Penalty: 5214.492676
	Iteration 92Q: 3 clusters Score -3967778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3967778.000000 Penalty: 5214.492676
	Iteration 93Q: 3 clusters Score -3967778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3967779.000000 Penalty: 5214.492676
	Iteration 94Q: 3 clusters Score -3967779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3967779.000000 Penalty: 5214.492676
	Iteration 95Q: 3 clusters Score -3967779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -3967788.750000 Penalty: 5214.492676
	Iteration 96Q: 3 clusters Score -3967789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3967788.500000 Penalty: 5214.492676
	Iteration 97Q: 3 clusters Score -3967788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3967789.500000 Penalty: 5214.492676
	Iteration 98Q: 3 clusters Score -3967790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -3967799.000000 Penalty: 5214.492676
	Iteration 99Q: 3 clusters Score -3967799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -3967800.250000 Penalty: 5214.492676
	Iteration 100F: 3 clusters Score -3967800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -3967801.250000 Penalty: 5214.492676
	Iteration 101Q: 3 clusters Score -3967801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -3967801.250000 Penalty: 5214.492676
	Iteration 102F: 3 clusters Score -3967801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 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 151 members 
Entering Unmasked Estep 
Score: -25084.697266 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25084.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25277.783203 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25277.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25398.693359 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25398.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25498.619141 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25498.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25569.705078 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25569.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25660.695312 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25729.537109 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -25729.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25758.011719 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -25758.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25816.705078 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -25816.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25876.703125 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -25876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26041.232422 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -26041.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26181.736328 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -26181.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26188.722656 Penalty: 2880.838867
	Iteration 12Q: 3 clusters Score -26188.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26199.019531 Penalty: 2880.838867
	Iteration 13Q: 3 clusters Score -26199.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26251.228516 Penalty: 2880.838867
	Iteration 14Q: 3 clusters Score -26251.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26272.697266 Penalty: 2880.838867
	Iteration 15Q: 3 clusters Score -26272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26272.697266 Penalty: 2880.838867
	Iteration 16F: 3 clusters Score -26272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Entering Unmasked Estep 
Score: -6965258.000000 Penalty: 2760.027588
	Iteration 0F: 2 clusters Score -6965258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -6919566.000000 Penalty: 5520.055176
	Iteration 0F: 3 clusters Score -6919566 nChanged 31831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6936986.500000 Penalty: 5520.055176
	Iteration 1F: 3 clusters Score -6936986 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -6937483.500000 Penalty: 5520.055176
	Iteration 2Q: 3 clusters Score -6937484 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6937975.500000 Penalty: 5520.055176
	Iteration 3Q: 3 clusters Score -6937976 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -6938586.000000 Penalty: 5520.055176
	Iteration 4Q: 3 clusters Score -6938586 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6939359.000000 Penalty: 5520.055176
	Iteration 5Q: 3 clusters Score -6939359 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -6940683.000000 Penalty: 5520.055176
	Iteration 6Q: 3 clusters Score -6940683 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -6942938.500000 Penalty: 5520.055176
	Iteration 7F: 3 clusters Score -6942938 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6946963.500000 Penalty: 5520.055176
	Iteration 8F: 3 clusters Score -6946964 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -6952601.000000 Penalty: 5520.055176
	Iteration 9F: 3 clusters Score -6952601 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -6958144.500000 Penalty: 5520.055176
	Iteration 10F: 3 clusters Score -6958144 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -6961280.000000 Penalty: 5520.055176
	Iteration 11Q: 3 clusters Score -6961280 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -6962306.500000 Penalty: 5520.055176
	Iteration 12Q: 3 clusters Score -6962306 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -6962576.000000 Penalty: 5520.055176
	Iteration 13Q: 3 clusters Score -6962576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -6962670.500000 Penalty: 5520.055176
	Iteration 14Q: 3 clusters Score -6962670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -6962742.500000 Penalty: 5520.055176
	Iteration 15Q: 3 clusters Score -6962742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -6962781.000000 Penalty: 5520.055176
	Iteration 16Q: 3 clusters Score -6962781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -6962789.500000 Penalty: 5520.055176
	Iteration 17Q: 3 clusters Score -6962790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -6962806.000000 Penalty: 5520.055176
	Iteration 18Q: 3 clusters Score -6962806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -6962811.500000 Penalty: 5520.055176
	Iteration 19Q: 3 clusters Score -6962812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -6962822.000000 Penalty: 5520.055176
	Iteration 20F: 3 clusters Score -6962822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -6962827.000000 Penalty: 5520.055176
	Iteration 21Q: 3 clusters Score -6962827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -6962827.500000 Penalty: 5520.055176
	Iteration 22Q: 3 clusters Score -6962828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -6962835.000000 Penalty: 5520.055176
	Iteration 23Q: 3 clusters Score -6962835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -6962835.000000 Penalty: 5520.055176
	Iteration 24F: 3 clusters Score -6962835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Entering Unmasked Estep 
Score: -1609248.625000 Penalty: 2386.564697
	Iteration 0F: 2 clusters Score -1609249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1598395.125000 Penalty: 4773.129395
	Iteration 0F: 3 clusters Score -1598395 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1601679.375000 Penalty: 4773.129395
	Iteration 1F: 3 clusters Score -1601679 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1601977.375000 Penalty: 4773.129395
	Iteration 2F: 3 clusters Score -1601977 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1602202.625000 Penalty: 4773.129395
	Iteration 3Q: 3 clusters Score -1602203 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1602375.250000 Penalty: 4773.129395
	Iteration 4Q: 3 clusters Score -1602375 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1602535.500000 Penalty: 4773.129395
	Iteration 5Q: 3 clusters Score -1602536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1602698.625000 Penalty: 4773.129395
	Iteration 6Q: 3 clusters Score -1602699 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1602901.125000 Penalty: 4773.129395
	Iteration 7Q: 3 clusters Score -1602901 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1603145.125000 Penalty: 4773.129395
	Iteration 8Q: 3 clusters Score -1603145 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1603483.125000 Penalty: 4773.129395
	Iteration 9Q: 3 clusters Score -1603483 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1603911.625000 Penalty: 4773.129395
	Iteration 10Q: 3 clusters Score -1603912 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1604426.500000 Penalty: 4773.129395
	Iteration 11F: 3 clusters Score -1604426 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1605066.125000 Penalty: 4773.129395
	Iteration 12F: 3 clusters Score -1605066 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1605736.375000 Penalty: 4773.129395
	Iteration 13F: 3 clusters Score -1605736 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1606251.750000 Penalty: 4773.129395
	Iteration 14Q: 3 clusters Score -1606252 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1606641.125000 Penalty: 4773.129395
	Iteration 15Q: 3 clusters Score -1606641 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1606849.375000 Penalty: 4773.129395
	Iteration 16Q: 3 clusters Score -1606849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1606964.875000 Penalty: 4773.129395
	Iteration 17Q: 3 clusters Score -1606965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1607029.000000 Penalty: 4773.129395
	Iteration 18Q: 3 clusters Score -1607029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1607073.375000 Penalty: 4773.129395
	Iteration 19Q: 3 clusters Score -1607073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1607103.875000 Penalty: 4773.129395
	Iteration 20F: 3 clusters Score -1607104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1607125.500000 Penalty: 4773.129395
	Iteration 21Q: 3 clusters Score -1607126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1607143.125000 Penalty: 4773.129395
	Iteration 22Q: 3 clusters Score -1607143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1607164.250000 Penalty: 4773.129395
	Iteration 23Q: 3 clusters Score -1607164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1607171.125000 Penalty: 4773.129395
	Iteration 24Q: 3 clusters Score -1607171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1607182.750000 Penalty: 4773.129395
	Iteration 25Q: 3 clusters Score -1607183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1607189.375000 Penalty: 4773.129395
	Iteration 26Q: 3 clusters Score -1607189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1607191.625000 Penalty: 4773.129395
	Iteration 27Q: 3 clusters Score -1607192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1607194.375000 Penalty: 4773.129395
	Iteration 28Q: 3 clusters Score -1607194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1607195.750000 Penalty: 4773.129395
	Iteration 29Q: 3 clusters Score -1607196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1607202.125000 Penalty: 4773.129395
	Iteration 30Q: 3 clusters Score -1607202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1607203.875000 Penalty: 4773.129395
	Iteration 31Q: 3 clusters Score -1607204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1607204.250000 Penalty: 4773.129395
	Iteration 32Q: 3 clusters Score -1607204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1607205.125000 Penalty: 4773.129395
	Iteration 33Q: 3 clusters Score -1607205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1607205.125000 Penalty: 4773.129395
	Iteration 34F: 3 clusters Score -1607205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -240143.359375 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -240143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -237346.828125 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -237346.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -237849.312500 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -237849.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237995.062500 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -237995.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -238102.375000 Penalty: 3847.072998
	Iteration 3F: 3 clusters Score -238102.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238164.640625 Penalty: 3847.072998
	Iteration 4Q: 3 clusters Score -238164.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -238215.562500 Penalty: 3847.072998
	Iteration 5Q: 3 clusters Score -238215.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -238289.718750 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -238289.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238392.078125 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -238392.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -238507.468750 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -238507.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -238587.265625 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -238587.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -238663.609375 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -238663.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -238752.656250 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -238752.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -238854.718750 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -238854.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -238973.296875 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -238973.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -239149.156250 Penalty: 3847.072998
	Iteration 14F: 3 clusters Score -239149.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -239373.765625 Penalty: 3847.072998
	Iteration 15F: 3 clusters Score -239373.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -239623.218750 Penalty: 3847.072998
	Iteration 16F: 3 clusters Score -239623.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -239758.562500 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -239758.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -239865.828125 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -239865.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239929.031250 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -239929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239953.812500 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -239953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -239965.187500 Penalty: 3847.072998
	Iteration 21Q: 3 clusters Score -239965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -239971.500000 Penalty: 3847.072998
	Iteration 22Q: 3 clusters Score -239971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -239974.937500 Penalty: 3847.072998
	Iteration 23Q: 3 clusters Score -239974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -239976.984375 Penalty: 3847.072998
	Iteration 24Q: 3 clusters Score -239977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -239976.984375 Penalty: 3847.072998
	Iteration 25F: 3 clusters Score -239977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Entering Unmasked Estep 
Score: -4727171.500000 Penalty: 2649.331787
	Iteration 0F: 2 clusters Score -4727172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4697818.000000 Penalty: 5298.663574
	Iteration 0F: 3 clusters Score -4697818 nChanged 19819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4708585.500000 Penalty: 5298.663574
	Iteration 1F: 3 clusters Score -4708586 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4709182.000000 Penalty: 5298.663574
	Iteration 2Q: 3 clusters Score -4709182 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4709869.500000 Penalty: 5298.663574
	Iteration 3Q: 3 clusters Score -4709870 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4710711.500000 Penalty: 5298.663574
	Iteration 4Q: 3 clusters Score -4710712 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4711944.500000 Penalty: 5298.663574
	Iteration 5F: 3 clusters Score -4711944 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4713577.500000 Penalty: 5298.663574
	Iteration 6F: 3 clusters Score -4713578 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4715831.000000 Penalty: 5298.663574
	Iteration 7F: 3 clusters Score -4715831 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4718280.000000 Penalty: 5298.663574
	Iteration 8F: 3 clusters Score -4718280 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4720422.000000 Penalty: 5298.663574
	Iteration 9F: 3 clusters Score -4720422 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4721584.500000 Penalty: 5298.663574
	Iteration 10Q: 3 clusters Score -4721584 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4722077.000000 Penalty: 5298.663574
	Iteration 11Q: 3 clusters Score -4722077 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4722350.000000 Penalty: 5298.663574
	Iteration 12Q: 3 clusters Score -4722350 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4722519.000000 Penalty: 5298.663574
	Iteration 13Q: 3 clusters Score -4722519 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4722694.000000 Penalty: 5298.663574
	Iteration 14Q: 3 clusters Score -4722694 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4722871.500000 Penalty: 5298.663574
	Iteration 15Q: 3 clusters Score -4722872 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4723014.000000 Penalty: 5298.663574
	Iteration 16Q: 3 clusters Score -4723014 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4723150.500000 Penalty: 5298.663574
	Iteration 17Q: 3 clusters Score -4723150 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4723267.500000 Penalty: 5298.663574
	Iteration 18Q: 3 clusters Score -4723268 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -4723376.000000 Penalty: 5298.663574
	Iteration 19Q: 3 clusters Score -4723376 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4723499.000000 Penalty: 5298.663574
	Iteration 20F: 3 clusters Score -4723499 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4723601.000000 Penalty: 5298.663574
	Iteration 21Q: 3 clusters Score -4723601 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4723694.500000 Penalty: 5298.663574
	Iteration 22Q: 3 clusters Score -4723694 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4723799.000000 Penalty: 5298.663574
	Iteration 23Q: 3 clusters Score -4723799 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4723888.000000 Penalty: 5298.663574
	Iteration 24Q: 3 clusters Score -4723888 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -4723971.500000 Penalty: 5298.663574
	Iteration 25Q: 3 clusters Score -4723972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4724047.500000 Penalty: 5298.663574
	Iteration 26Q: 3 clusters Score -4724048 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4724110.500000 Penalty: 5298.663574
	Iteration 27Q: 3 clusters Score -4724110 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4724182.000000 Penalty: 5298.663574
	Iteration 28Q: 3 clusters Score -4724182 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -4724258.500000 Penalty: 5298.663574
	Iteration 29Q: 3 clusters Score -4724258 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4724317.000000 Penalty: 5298.663574
	Iteration 30Q: 3 clusters Score -4724317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4724368.500000 Penalty: 5298.663574
	Iteration 31Q: 3 clusters Score -4724368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4724452.500000 Penalty: 5298.663574
	Iteration 32Q: 3 clusters Score -4724452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4724510.500000 Penalty: 5298.663574
	Iteration 33Q: 3 clusters Score -4724510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4724577.500000 Penalty: 5298.663574
	Iteration 34Q: 3 clusters Score -4724578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4724621.500000 Penalty: 5298.663574
	Iteration 35Q: 3 clusters Score -4724622 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4724682.500000 Penalty: 5298.663574
	Iteration 36Q: 3 clusters Score -4724682 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4724724.000000 Penalty: 5298.663574
	Iteration 37Q: 3 clusters Score -4724724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4724756.000000 Penalty: 5298.663574
	Iteration 38Q: 3 clusters Score -4724756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4724808.500000 Penalty: 5298.663574
	Iteration 39Q: 3 clusters Score -4724808 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4724854.500000 Penalty: 5298.663574
	Iteration 40F: 3 clusters Score -4724854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4724887.000000 Penalty: 5298.663574
	Iteration 41Q: 3 clusters Score -4724887 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4724933.500000 Penalty: 5298.663574
	Iteration 42Q: 3 clusters Score -4724934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4724953.500000 Penalty: 5298.663574
	Iteration 43Q: 3 clusters Score -4724954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4724988.500000 Penalty: 5298.663574
	Iteration 44Q: 3 clusters Score -4724988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4725013.500000 Penalty: 5298.663574
	Iteration 45Q: 3 clusters Score -4725014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4725040.000000 Penalty: 5298.663574
	Iteration 46Q: 3 clusters Score -4725040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4725064.000000 Penalty: 5298.663574
	Iteration 47Q: 3 clusters Score -4725064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4725085.500000 Penalty: 5298.663574
	Iteration 48Q: 3 clusters Score -4725086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4725108.500000 Penalty: 5298.663574
	Iteration 49Q: 3 clusters Score -4725108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4725129.500000 Penalty: 5298.663574
	Iteration 50Q: 3 clusters Score -4725130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4725156.000000 Penalty: 5298.663574
	Iteration 51Q: 3 clusters Score -4725156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4725189.000000 Penalty: 5298.663574
	Iteration 52Q: 3 clusters Score -4725189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4725200.000000 Penalty: 5298.663574
	Iteration 53Q: 3 clusters Score -4725200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4725207.000000 Penalty: 5298.663574
	Iteration 54Q: 3 clusters Score -4725207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4725219.500000 Penalty: 5298.663574
	Iteration 55Q: 3 clusters Score -4725220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4725244.500000 Penalty: 5298.663574
	Iteration 56Q: 3 clusters Score -4725244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4725263.000000 Penalty: 5298.663574
	Iteration 57Q: 3 clusters Score -4725263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4725270.500000 Penalty: 5298.663574
	Iteration 58Q: 3 clusters Score -4725270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4725268.000000 Penalty: 5298.663574
	Iteration 59Q: 3 clusters Score -4725268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4725285.000000 Penalty: 5298.663574
	Iteration 60F: 3 clusters Score -4725285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4725289.000000 Penalty: 5298.663574
	Iteration 61Q: 3 clusters Score -4725289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4725307.500000 Penalty: 5298.663574
	Iteration 62Q: 3 clusters Score -4725308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4725310.500000 Penalty: 5298.663574
	Iteration 63Q: 3 clusters Score -4725310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4725337.000000 Penalty: 5298.663574
	Iteration 64Q: 3 clusters Score -4725337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4725332.500000 Penalty: 5298.663574
	Iteration 65Q: 3 clusters Score -4725332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4725344.500000 Penalty: 5298.663574
	Iteration 66Q: 3 clusters Score -4725344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4725351.500000 Penalty: 5298.663574
	Iteration 67Q: 3 clusters Score -4725352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4725359.500000 Penalty: 5298.663574
	Iteration 68Q: 3 clusters Score -4725360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4725370.000000 Penalty: 5298.663574
	Iteration 69Q: 3 clusters Score -4725370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4725367.000000 Penalty: 5298.663574
	Iteration 70Q: 3 clusters Score -4725367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4725377.500000 Penalty: 5298.663574
	Iteration 71Q: 3 clusters Score -4725378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4725372.500000 Penalty: 5298.663574
	Iteration 72Q: 3 clusters Score -4725372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4725379.000000 Penalty: 5298.663574
	Iteration 73Q: 3 clusters Score -4725379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4725390.500000 Penalty: 5298.663574
	Iteration 74Q: 3 clusters Score -4725390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4725394.500000 Penalty: 5298.663574
	Iteration 75Q: 3 clusters Score -4725394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4725396.000000 Penalty: 5298.663574
	Iteration 76Q: 3 clusters Score -4725396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4725389.000000 Penalty: 5298.663574
	Iteration 77Q: 3 clusters Score -4725389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4725393.500000 Penalty: 5298.663574
	Iteration 78Q: 3 clusters Score -4725394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4725394.000000 Penalty: 5298.663574
	Iteration 79Q: 3 clusters Score -4725394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4725391.500000 Penalty: 5298.663574
	Iteration 80F: 3 clusters Score -4725392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4725389.000000 Penalty: 5298.663574
	Iteration 81Q: 3 clusters Score -4725389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4725390.500000 Penalty: 5298.663574
	Iteration 82Q: 3 clusters Score -4725390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4725389.000000 Penalty: 5298.663574
	Iteration 83Q: 3 clusters Score -4725389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4725391.500000 Penalty: 5298.663574
	Iteration 84Q: 3 clusters Score -4725392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4725393.500000 Penalty: 5298.663574
	Iteration 85Q: 3 clusters Score -4725394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4725394.500000 Penalty: 5298.663574
	Iteration 86Q: 3 clusters Score -4725394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4725390.500000 Penalty: 5298.663574
	Iteration 87Q: 3 clusters Score -4725390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4725389.500000 Penalty: 5298.663574
	Iteration 88Q: 3 clusters Score -4725390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4725389.500000 Penalty: 5298.663574
	Iteration 89F: 3 clusters Score -4725390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -71906.242188 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -71906.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70128.757812 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -70128.76 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70397.625000 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -70397.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70662.046875 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -70662.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70967.265625 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -70967.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -71171.562500 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -71171.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -71379.546875 Penalty: 3318.041016
	Iteration 5F: 3 clusters Score -71379.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -71560.484375 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -71560.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71843.593750 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -71843.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72002.320312 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -72002.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72041.507812 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -72041.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72073.414062 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -72073.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72104.031250 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -72104.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72131.554688 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -72131.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72151.757812 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -72151.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -72181.953125 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -72181.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -72278.085938 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -72278.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -72336.898438 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -72336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72369.859375 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -72369.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72393.421875 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -72393.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -72406.367188 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -72406.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -72425.507812 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -72425.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 210343 members 
Mstep: Class 3 contains 280023 members 
Mstep: Class 4 contains 8838 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 30918 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68128 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 43599 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 407630 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 266088 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 650 members 
Entering Unmasked Estep 
Score: -158373408.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158374656.000000 to -158373408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (407630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407630 members 
Entering Unmasked Estep 
Score: -43076724.000000 Penalty: 3203.692627
	Iteration 0F: 2 clusters Score -4.307672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204404 members 
Mstep: Class 2 contains 203226 members 
Entering Unmasked Estep 
Score: -42832304.000000 Penalty: 6407.385254
	Iteration 0F: 3 clusters Score -4.28323e+07 nChanged 197685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222105 members 
Mstep: Class 2 contains 185525 members 
Entering Unmasked Estep 
Score: -42951612.000000 Penalty: 6407.385254
	Iteration 1F: 3 clusters Score -4.295161e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232571 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -42954044.000000 Penalty: 6407.385254
	Iteration 2Q: 3 clusters Score -4.295404e+07 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248295 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -42959780.000000 Penalty: 6407.385254
	Iteration 3Q: 3 clusters Score -4.295978e+07 nChanged 23546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271457 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -42971836.000000 Penalty: 6407.385254
	Iteration 4F: 3 clusters Score -4.297184e+07 nChanged 31738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303137 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -42994172.000000 Penalty: 6407.385254
	Iteration 5F: 3 clusters Score -4.299417e+07 nChanged 38098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341229 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -43024468.000000 Penalty: 6407.385254
	Iteration 6F: 3 clusters Score -4.302447e+07 nChanged 34255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375484 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -43050152.000000 Penalty: 6407.385254
	Iteration 7F: 3 clusters Score -4.305015e+07 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395517 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -43063728.000000 Penalty: 6407.385254
	Iteration 8Q: 3 clusters Score -4.306373e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403881 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -43070136.000000 Penalty: 6407.385254
	Iteration 9Q: 3 clusters Score -4.307014e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406462 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -43072492.000000 Penalty: 6407.385254
	Iteration 10Q: 3 clusters Score -4.307249e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407147 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43073260.000000 Penalty: 6407.385254
	Iteration 11Q: 3 clusters Score -4.307326e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43073544.000000 Penalty: 6407.385254
	Iteration 12Q: 3 clusters Score -4.307354e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43073608.000000 Penalty: 6407.385254
	Iteration 13Q: 3 clusters Score -4.307361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43073692.000000 Penalty: 6407.385254
	Iteration 14Q: 3 clusters Score -4.307369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43073744.000000 Penalty: 6407.385254
	Iteration 15Q: 3 clusters Score -4.307374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43073748.000000 Penalty: 6407.385254
	Iteration 16Q: 3 clusters Score -4.307375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407385 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43073736.000000 Penalty: 6407.385254
	Iteration 17Q: 3 clusters Score -4.307374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407391 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43073724.000000 Penalty: 6407.385254
	Iteration 18Q: 3 clusters Score -4.307372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407394 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43073740.000000 Penalty: 6407.385254
	Iteration 19Q: 3 clusters Score -4.307374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407393 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43073744.000000 Penalty: 6407.385254
	Iteration 20F: 3 clusters Score -4.307374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407394 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43073744.000000 Penalty: 6407.385254
	Iteration 21Q: 3 clusters Score -4.307374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407394 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43073760.000000 Penalty: 6407.385254
	Iteration 22Q: 3 clusters Score -4.307376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407395 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43073744.000000 Penalty: 6407.385254
	Iteration 23Q: 3 clusters Score -4.307374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407397 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43073760.000000 Penalty: 6407.385254
	Iteration 24Q: 3 clusters Score -4.307376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43073756.000000 Penalty: 6407.385254
	Iteration 25Q: 3 clusters Score -4.307376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407400 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43073748.000000 Penalty: 6407.385254
	Iteration 26Q: 3 clusters Score -4.307375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407400 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43073748.000000 Penalty: 6407.385254
	Iteration 27F: 3 clusters Score -4.307375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -357556.156250 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -357556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -353900.187500 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -353900.2 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -354719.031250 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -354719 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -354901.687500 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -354901.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -355005.187500 Penalty: 4063.377930
	Iteration 3Q: 3 clusters Score -355005.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -355083.625000 Penalty: 4063.377930
	Iteration 4Q: 3 clusters Score -355083.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -355132.687500 Penalty: 4063.377930
	Iteration 5Q: 3 clusters Score -355132.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -355169.593750 Penalty: 4063.377930
	Iteration 6Q: 3 clusters Score -355169.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -355212.187500 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -355212.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -355261.093750 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -355261.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -355299.875000 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -355299.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -355341.625000 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -355341.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -355392.281250 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -355392.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355441.156250 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -355441.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -355480.593750 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -355480.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -355512.593750 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -355512.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -355545.625000 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -355545.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -355580.875000 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -355580.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -355610.781250 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -355610.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -355632.531250 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -355632.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -355652.437500 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -355652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -355669.656250 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -355669.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -355685.625000 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -355685.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -355699.375000 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -355699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -355716.968750 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -355717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -355734.750000 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -355734.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -355749.375000 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -355749.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -355764.718750 Penalty: 4063.377930
	Iteration 26Q: 3 clusters Score -355764.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -355779.750000 Penalty: 4063.377930
	Iteration 27Q: 3 clusters Score -355779.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -355791.781250 Penalty: 4063.377930
	Iteration 28Q: 3 clusters Score -355791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -355799.187500 Penalty: 4063.377930
	Iteration 29Q: 3 clusters Score -355799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -355806.875000 Penalty: 4063.377930
	Iteration 30Q: 3 clusters Score -355806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -355816.500000 Penalty: 4063.377930
	Iteration 31Q: 3 clusters Score -355816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -355821.312500 Penalty: 4063.377930
	Iteration 32Q: 3 clusters Score -355821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -355826.687500 Penalty: 4063.377930
	Iteration 33Q: 3 clusters Score -355826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -355828.812500 Penalty: 4063.377930
	Iteration 34Q: 3 clusters Score -355828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -355833.656250 Penalty: 4063.377930
	Iteration 35Q: 3 clusters Score -355833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -355833.875000 Penalty: 4063.377930
	Iteration 36Q: 3 clusters Score -355833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -355835.250000 Penalty: 4063.377930
	Iteration 37Q: 3 clusters Score -355835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -355837.562500 Penalty: 4063.377930
	Iteration 38Q: 3 clusters Score -355837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -355837.531250 Penalty: 4063.377930
	Iteration 39Q: 3 clusters Score -355837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -355842.687500 Penalty: 4063.377930
	Iteration 40F: 3 clusters Score -355842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -355844.125000 Penalty: 4063.377930
	Iteration 41Q: 3 clusters Score -355844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -355846.031250 Penalty: 4063.377930
	Iteration 42Q: 3 clusters Score -355846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -355847.656250 Penalty: 4063.377930
	Iteration 43Q: 3 clusters Score -355847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -355849.125000 Penalty: 4063.377930
	Iteration 44Q: 3 clusters Score -355849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -355849.937500 Penalty: 4063.377930
	Iteration 45Q: 3 clusters Score -355849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -355849.625000 Penalty: 4063.377930
	Iteration 46Q: 3 clusters Score -355849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -355849.625000 Penalty: 4063.377930
	Iteration 47Q: 3 clusters Score -355849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -355849.625000 Penalty: 4063.377930
	Iteration 48F: 3 clusters Score -355849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41740.800781 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41740.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41927.335938 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41927.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41984.949219 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -41984.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42039.355469 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42039.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42107.640625 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42107.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42155.570312 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42155.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42226.605469 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42226.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42281.136719 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42281.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42318.058594 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -42318.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42376.515625 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -42376.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42407.605469 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -42407.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42433.402344 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -42433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42482.257812 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -42482.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42590.750000 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -42590.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42702.746094 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -42702.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42777.816406 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -42777.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42830.898438 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -42830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42848.812500 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -42848.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42868.089844 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -42868.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42885.632812 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -42885.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42912.175781 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -42912.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42919.261719 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -42919.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42919.261719 Penalty: 3081.452637
	Iteration 22F: 3 clusters Score -42919.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Entering Unmasked Estep 
Score: -5003869.000000 Penalty: 2665.296875
	Iteration 0F: 2 clusters Score -5003869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -4972524.000000 Penalty: 5330.593750
	Iteration 0F: 3 clusters Score -4972524 nChanged 21296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4984631.500000 Penalty: 5330.593750
	Iteration 1F: 3 clusters Score -4984632 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -4985368.500000 Penalty: 5330.593750
	Iteration 2Q: 3 clusters Score -4985368 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4986383.500000 Penalty: 5330.593750
	Iteration 3F: 3 clusters Score -4986384 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4987917.500000 Penalty: 5330.593750
	Iteration 4F: 3 clusters Score -4987918 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4990340.000000 Penalty: 5330.593750
	Iteration 5F: 3 clusters Score -4990340 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4993676.000000 Penalty: 5330.593750
	Iteration 6F: 3 clusters Score -4993676 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -4996962.000000 Penalty: 5330.593750
	Iteration 7F: 3 clusters Score -4996962 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -4999310.500000 Penalty: 5330.593750
	Iteration 8F: 3 clusters Score -4999310 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5000625.500000 Penalty: 5330.593750
	Iteration 9Q: 3 clusters Score -5000626 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5001296.500000 Penalty: 5330.593750
	Iteration 10Q: 3 clusters Score -5001296 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5001609.000000 Penalty: 5330.593750
	Iteration 11Q: 3 clusters Score -5001609 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5001758.500000 Penalty: 5330.593750
	Iteration 12Q: 3 clusters Score -5001758 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5001840.500000 Penalty: 5330.593750
	Iteration 13Q: 3 clusters Score -5001840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5001908.500000 Penalty: 5330.593750
	Iteration 14Q: 3 clusters Score -5001908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -5001937.000000 Penalty: 5330.593750
	Iteration 15Q: 3 clusters Score -5001937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5001971.500000 Penalty: 5330.593750
	Iteration 16Q: 3 clusters Score -5001972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -5001992.000000 Penalty: 5330.593750
	Iteration 17Q: 3 clusters Score -5001992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -5002004.500000 Penalty: 5330.593750
	Iteration 18Q: 3 clusters Score -5002004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5002032.500000 Penalty: 5330.593750
	Iteration 19Q: 3 clusters Score -5002032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -5002050.000000 Penalty: 5330.593750
	Iteration 20F: 3 clusters Score -5002050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -5002061.500000 Penalty: 5330.593750
	Iteration 21Q: 3 clusters Score -5002062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -5002072.500000 Penalty: 5330.593750
	Iteration 22Q: 3 clusters Score -5002072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5002098.500000 Penalty: 5330.593750
	Iteration 23Q: 3 clusters Score -5002098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5002103.000000 Penalty: 5330.593750
	Iteration 24Q: 3 clusters Score -5002103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5002119.500000 Penalty: 5330.593750
	Iteration 25Q: 3 clusters Score -5002120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -5002137.500000 Penalty: 5330.593750
	Iteration 26Q: 3 clusters Score -5002138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -5002150.500000 Penalty: 5330.593750
	Iteration 27Q: 3 clusters Score -5002150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -5002162.500000 Penalty: 5330.593750
	Iteration 28Q: 3 clusters Score -5002162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5002176.000000 Penalty: 5330.593750
	Iteration 29Q: 3 clusters Score -5002176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5002188.000000 Penalty: 5330.593750
	Iteration 30Q: 3 clusters Score -5002188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5002197.000000 Penalty: 5330.593750
	Iteration 31Q: 3 clusters Score -5002197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -5002204.000000 Penalty: 5330.593750
	Iteration 32Q: 3 clusters Score -5002204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5002219.500000 Penalty: 5330.593750
	Iteration 33Q: 3 clusters Score -5002220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5002220.500000 Penalty: 5330.593750
	Iteration 34Q: 3 clusters Score -5002220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -5002227.000000 Penalty: 5330.593750
	Iteration 35Q: 3 clusters Score -5002227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5002230.000000 Penalty: 5330.593750
	Iteration 36Q: 3 clusters Score -5002230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5002239.000000 Penalty: 5330.593750
	Iteration 37Q: 3 clusters Score -5002239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -5002243.000000 Penalty: 5330.593750
	Iteration 38Q: 3 clusters Score -5002243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5002241.000000 Penalty: 5330.593750
	Iteration 39Q: 3 clusters Score -5002241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5002246.500000 Penalty: 5330.593750
	Iteration 40F: 3 clusters Score -5002246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -5002240.000000 Penalty: 5330.593750
	Iteration 41Q: 3 clusters Score -5002240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5002240.500000 Penalty: 5330.593750
	Iteration 42Q: 3 clusters Score -5002240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -5002238.000000 Penalty: 5330.593750
	Iteration 43Q: 3 clusters Score -5002238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5002235.000000 Penalty: 5330.593750
	Iteration 44Q: 3 clusters Score -5002235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5002233.000000 Penalty: 5330.593750
	Iteration 45Q: 3 clusters Score -5002233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5002233.000000 Penalty: 5330.593750
	Iteration 46F: 3 clusters Score -5002233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266088 members 
Entering Unmasked Estep 
Score: -28286920.000000 Penalty: 3097.912354
	Iteration 0F: 2 clusters Score -2.828692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132939 members 
Mstep: Class 2 contains 133149 members 
Entering Unmasked Estep 
Score: -28111928.000000 Penalty: 6195.824707
	Iteration 0F: 3 clusters Score -2.811193e+07 nChanged 128481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128042 members 
Mstep: Class 2 contains 138046 members 
Entering Unmasked Estep 
Score: -28187500.000000 Penalty: 6195.824707
	Iteration 1F: 3 clusters Score -2.81875e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 141632 members 
Entering Unmasked Estep 
Score: -28189138.000000 Penalty: 6195.824707
	Iteration 2Q: 3 clusters Score -2.818914e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 147136 members 
Entering Unmasked Estep 
Score: -28191404.000000 Penalty: 6195.824707
	Iteration 3Q: 3 clusters Score -2.81914e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -28195100.000000 Penalty: 6195.824707
	Iteration 4Q: 3 clusters Score -2.81951e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 167607 members 
Entering Unmasked Estep 
Score: -28201948.000000 Penalty: 6195.824707
	Iteration 5F: 3 clusters Score -2.820195e+07 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 184336 members 
Entering Unmasked Estep 
Score: -28212668.000000 Penalty: 6195.824707
	Iteration 6F: 3 clusters Score -2.821267e+07 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 205059 members 
Entering Unmasked Estep 
Score: -28228334.000000 Penalty: 6195.824707
	Iteration 7F: 3 clusters Score -2.822833e+07 nChanged 21875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 226732 members 
Entering Unmasked Estep 
Score: -28246694.000000 Penalty: 6195.824707
	Iteration 8F: 3 clusters Score -2.824669e+07 nChanged 17953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 244651 members 
Entering Unmasked Estep 
Score: -28263496.000000 Penalty: 6195.824707
	Iteration 9F: 3 clusters Score -2.82635e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 256011 members 
Entering Unmasked Estep 
Score: -28274834.000000 Penalty: 6195.824707
	Iteration 10Q: 3 clusters Score -2.827483e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 261609 members 
Entering Unmasked Estep 
Score: -28280436.000000 Penalty: 6195.824707
	Iteration 11Q: 3 clusters Score -2.828044e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 263821 members 
Entering Unmasked Estep 
Score: -28282836.000000 Penalty: 6195.824707
	Iteration 12Q: 3 clusters Score -2.828284e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 264600 members 
Entering Unmasked Estep 
Score: -28283756.000000 Penalty: 6195.824707
	Iteration 13Q: 3 clusters Score -2.828376e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 264833 members 
Entering Unmasked Estep 
Score: -28284100.000000 Penalty: 6195.824707
	Iteration 14Q: 3 clusters Score -2.82841e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 264913 members 
Entering Unmasked Estep 
Score: -28284250.000000 Penalty: 6195.824707
	Iteration 15Q: 3 clusters Score -2.828425e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 264966 members 
Entering Unmasked Estep 
Score: -28284294.000000 Penalty: 6195.824707
	Iteration 16Q: 3 clusters Score -2.828429e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 264994 members 
Entering Unmasked Estep 
Score: -28284350.000000 Penalty: 6195.824707
	Iteration 17Q: 3 clusters Score -2.828435e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 265008 members 
Entering Unmasked Estep 
Score: -28284404.000000 Penalty: 6195.824707
	Iteration 18Q: 3 clusters Score -2.82844e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 265022 members 
Entering Unmasked Estep 
Score: -28284392.000000 Penalty: 6195.824707
	Iteration 19Q: 3 clusters Score -2.828439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 265038 members 
Entering Unmasked Estep 
Score: -28284434.000000 Penalty: 6195.824707
	Iteration 20F: 3 clusters Score -2.828443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 265049 members 
Entering Unmasked Estep 
Score: -28284464.000000 Penalty: 6195.824707
	Iteration 21Q: 3 clusters Score -2.828446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 265052 members 
Entering Unmasked Estep 
Score: -28284456.000000 Penalty: 6195.824707
	Iteration 22Q: 3 clusters Score -2.828446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 265052 members 
Entering Unmasked Estep 
Score: -28284444.000000 Penalty: 6195.824707
	Iteration 23Q: 3 clusters Score -2.828444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 265061 members 
Entering Unmasked Estep 
Score: -28284464.000000 Penalty: 6195.824707
	Iteration 24Q: 3 clusters Score -2.828446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 265069 members 
Entering Unmasked Estep 
Score: -28284452.000000 Penalty: 6195.824707
	Iteration 25Q: 3 clusters Score -2.828445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 265075 members 
Entering Unmasked Estep 
Score: -28284450.000000 Penalty: 6195.824707
	Iteration 26Q: 3 clusters Score -2.828445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 265082 members 
Entering Unmasked Estep 
Score: -28284462.000000 Penalty: 6195.824707
	Iteration 27Q: 3 clusters Score -2.828446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 265087 members 
Entering Unmasked Estep 
Score: -28284458.000000 Penalty: 6195.824707
	Iteration 28Q: 3 clusters Score -2.828446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 265090 members 
Entering Unmasked Estep 
Score: -28284466.000000 Penalty: 6195.824707
	Iteration 29Q: 3 clusters Score -2.828447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 265089 members 
Entering Unmasked Estep 
Score: -28284464.000000 Penalty: 6195.824707
	Iteration 30Q: 3 clusters Score -2.828446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 265090 members 
Entering Unmasked Estep 
Score: -28284470.000000 Penalty: 6195.824707
	Iteration 31Q: 3 clusters Score -2.828447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 265090 members 
Entering Unmasked Estep 
Score: -28284478.000000 Penalty: 6195.824707
	Iteration 32Q: 3 clusters Score -2.828448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 265091 members 
Entering Unmasked Estep 
Score: -28284472.000000 Penalty: 6195.824707
	Iteration 33Q: 3 clusters Score -2.828447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 265093 members 
Entering Unmasked Estep 
Score: -28284464.000000 Penalty: 6195.824707
	Iteration 34Q: 3 clusters Score -2.828446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 265094 members 
Entering Unmasked Estep 
Score: -28284488.000000 Penalty: 6195.824707
	Iteration 35Q: 3 clusters Score -2.828449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 265094 members 
Entering Unmasked Estep 
Score: -28284476.000000 Penalty: 6195.824707
	Iteration 36Q: 3 clusters Score -2.828448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 265094 members 
Entering Unmasked Estep 
Score: -28284490.000000 Penalty: 6195.824707
	Iteration 37Q: 3 clusters Score -2.828449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 265096 members 
Entering Unmasked Estep 
Score: -28284482.000000 Penalty: 6195.824707
	Iteration 38Q: 3 clusters Score -2.828448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 265099 members 
Entering Unmasked Estep 
Score: -28284476.000000 Penalty: 6195.824707
	Iteration 39Q: 3 clusters Score -2.828448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 265101 members 
Entering Unmasked Estep 
Score: -28284484.000000 Penalty: 6195.824707
	Iteration 40F: 3 clusters Score -2.828448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -45373.863281 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -45373.86 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 217 members 
Entering Unmasked Estep 
Score: -43881.878906 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -43881.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44007.171875 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -44007.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44076.039062 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -44076.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44099.433594 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -44099.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44104.089844 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -44104.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44107.195312 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -44107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44108.199219 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -44108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44109.523438 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -44109.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44109.523438 Penalty: 3068.359619
	Iteration 8F: 3 clusters Score -44109.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -110007.476562 Penalty: 1745.835815
	Iteration 0F: 2 clusters Score -110007.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107966.585938 Penalty: 3491.671631
	Iteration 0F: 3 clusters Score -107966.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108304.625000 Penalty: 3491.671631
	Iteration 1F: 3 clusters Score -108304.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -108400.937500 Penalty: 3491.671631
	Iteration 2F: 3 clusters Score -108400.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -108444.710938 Penalty: 3491.671631
	Iteration 3Q: 3 clusters Score -108444.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -108470.429688 Penalty: 3491.671631
	Iteration 4Q: 3 clusters Score -108470.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108490.382812 Penalty: 3491.671631
	Iteration 5Q: 3 clusters Score -108490.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -108503.085938 Penalty: 3491.671631
	Iteration 6Q: 3 clusters Score -108503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108511.437500 Penalty: 3491.671631
	Iteration 7Q: 3 clusters Score -108511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108526.031250 Penalty: 3491.671631
	Iteration 8Q: 3 clusters Score -108526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108535.656250 Penalty: 3491.671631
	Iteration 9Q: 3 clusters Score -108535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108543.710938 Penalty: 3491.671631
	Iteration 10Q: 3 clusters Score -108543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108549.195312 Penalty: 3491.671631
	Iteration 11Q: 3 clusters Score -108549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108553.671875 Penalty: 3491.671631
	Iteration 12Q: 3 clusters Score -108553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108557.007812 Penalty: 3491.671631
	Iteration 13Q: 3 clusters Score -108557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108564.187500 Penalty: 3491.671631
	Iteration 14Q: 3 clusters Score -108564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -108568.757812 Penalty: 3491.671631
	Iteration 15Q: 3 clusters Score -108568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108572.343750 Penalty: 3491.671631
	Iteration 16Q: 3 clusters Score -108572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108573.500000 Penalty: 3491.671631
	Iteration 17Q: 3 clusters Score -108573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108573.500000 Penalty: 3491.671631
	Iteration 18F: 3 clusters Score -108573.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 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 448 members 
Entering Unmasked Estep 
Score: -78166.679688 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78166.68 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78508.632812 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78508.63 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78670.078125 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78670.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78866.617188 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -78866.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79032.828125 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -79032.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79232.000000 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -79232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79365.000000 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -79365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79503.445312 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79503.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79683.179688 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79683.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79847.023438 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79847.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -80008.000000 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -80008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -80028.945312 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -80028.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80036.929688 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -80036.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80038.929688 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -80038.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80050.273438 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80050.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80053.335938 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80053.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80058.773438 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80058.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80066.882812 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80066.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80069.765625 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80069.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80071.210938 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80071.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80071.210938 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80071.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 210343 members 
Mstep: Class 3 contains 280023 members 
Mstep: Class 4 contains 8838 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 30918 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68128 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 43599 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407630 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 266088 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 494 members 
Entering Unmasked Estep 
Score: -158372992.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158374656.000000 to -158372992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 210343 members 
Mstep: Class 3 contains 280023 members 
Mstep: Class 4 contains 8838 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 30918 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68128 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 43599 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407630 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 266088 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374896.000000 Penalty: 84740.203125
Iteration 439Q: 25 clusters Score -1.583749e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 210407 members 
Mstep: Class 3 contains 280363 members 
Mstep: Class 4 contains 8830 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 28885 members 
Mstep: Class 8 contains 30949 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36845 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68151 members 
Mstep: Class 13 contains 15107 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 44615 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 407869 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46493 members 
Mstep: Class 21 contains 264333 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1142 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375392.000000 Penalty: 84740.203125
Iteration 440F: 25 clusters Score -1.583754e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 210475 members 
Mstep: Class 3 contains 280723 members 
Mstep: Class 4 contains 8827 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 28880 members 
Mstep: Class 8 contains 30983 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68175 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 45682 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408081 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46490 members 
Mstep: Class 21 contains 262605 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375872.000000 Penalty: 84740.203125
Iteration 441Q: 25 clusters Score -1.583759e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 210521 members 
Mstep: Class 3 contains 281050 members 
Mstep: Class 4 contains 8820 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 28871 members 
Mstep: Class 8 contains 31012 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36910 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68180 members 
Mstep: Class 13 contains 15092 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 46748 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408334 members 
Mstep: Class 18 contains 3620 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46487 members 
Mstep: Class 21 contains 260886 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375856.000000 Penalty: 84740.203125
Iteration 442Q: 25 clusters Score -1.583759e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 210619 members 
Mstep: Class 3 contains 281332 members 
Mstep: Class 4 contains 8810 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 28867 members 
Mstep: Class 8 contains 31046 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 36928 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68183 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 47889 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408614 members 
Mstep: Class 18 contains 3627 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 259043 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1142 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376112.000000 Penalty: 84740.203125
Iteration 443Q: 25 clusters Score -1.583761e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 210726 members 
Mstep: Class 3 contains 281629 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 6011 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 28858 members 
Mstep: Class 8 contains 31083 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 36943 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68176 members 
Mstep: Class 13 contains 15060 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 49044 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 408953 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46509 members 
Mstep: Class 21 contains 257096 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376736.000000 Penalty: 84740.203125
Iteration 444Q: 25 clusters Score -1.583767e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 210837 members 
Mstep: Class 3 contains 281929 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 28868 members 
Mstep: Class 8 contains 31124 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 36958 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68200 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 50196 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409333 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46518 members 
Mstep: Class 21 contains 255033 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1144 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376816.000000 Penalty: 84740.203125
Iteration 445Q: 25 clusters Score -1.583768e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 210960 members 
Mstep: Class 3 contains 282250 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 28866 members 
Mstep: Class 8 contains 31164 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 36975 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68217 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 51360 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 409738 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46542 members 
Mstep: Class 21 contains 252874 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377696.000000 Penalty: 84740.203125
Iteration 446Q: 25 clusters Score -1.583777e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 211029 members 
Mstep: Class 3 contains 282615 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 28873 members 
Mstep: Class 8 contains 31193 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 37002 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68221 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 52557 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410089 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46569 members 
Mstep: Class 21 contains 250716 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1144 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377984.000000 Penalty: 84740.203125
Iteration 447Q: 25 clusters Score -1.58378e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 211055 members 
Mstep: Class 3 contains 282967 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 31230 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 37021 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68225 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 53755 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410539 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46575 members 
Mstep: Class 21 contains 248512 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1145 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378496.000000 Penalty: 84740.203125
Iteration 448Q: 25 clusters Score -1.583785e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 211137 members 
Mstep: Class 3 contains 283354 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 31276 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 37042 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68221 members 
Mstep: Class 13 contains 15023 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 54953 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 410953 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46580 members 
Mstep: Class 21 contains 246242 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1145 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378448.000000 Penalty: 84740.203125
Iteration 449Q: 25 clusters Score -1.583784e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 211197 members 
Mstep: Class 3 contains 283716 members 
Mstep: Class 4 contains 8795 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 28884 members 
Mstep: Class 8 contains 31303 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 37062 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68230 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 56149 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411364 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46588 members 
Mstep: Class 21 contains 244029 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1145 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378272.000000 Penalty: 84740.203125
Iteration 450Q: 25 clusters Score -1.583783e+08 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 211283 members 
Mstep: Class 3 contains 284113 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 28887 members 
Mstep: Class 8 contains 31315 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 37075 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68247 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 57283 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 411782 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46598 members 
Mstep: Class 21 contains 241847 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378368.000000 Penalty: 84740.203125
Iteration 451Q: 25 clusters Score -1.583784e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 211366 members 
Mstep: Class 3 contains 284513 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 31334 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 37096 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68262 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 58362 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412154 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46613 members 
Mstep: Class 21 contains 239737 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378320.000000 Penalty: 84740.203125
Iteration 452Q: 25 clusters Score -1.583783e+08 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 211431 members 
Mstep: Class 3 contains 284902 members 
Mstep: Class 4 contains 8816 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 28880 members 
Mstep: Class 8 contains 31364 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 37110 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68266 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 59421 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 412611 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46603 members 
Mstep: Class 21 contains 237592 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378336.000000 Penalty: 84740.203125
Iteration 453Q: 25 clusters Score -1.583783e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 211523 members 
Mstep: Class 3 contains 285255 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 28876 members 
Mstep: Class 8 contains 31389 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 37131 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68264 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 60493 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413021 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46589 members 
Mstep: Class 21 contains 235489 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378816.000000 Penalty: 84740.203125
Iteration 454Q: 25 clusters Score -1.583788e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 211591 members 
Mstep: Class 3 contains 285610 members 
Mstep: Class 4 contains 8820 members 
Mstep: Class 5 contains 5867 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 31410 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 37147 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68257 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 61573 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413451 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46572 members 
Mstep: Class 21 contains 233431 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379168.000000 Penalty: 84740.203125
Iteration 455Q: 25 clusters Score -1.583792e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 211651 members 
Mstep: Class 3 contains 285981 members 
Mstep: Class 4 contains 8807 members 
Mstep: Class 5 contains 5859 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 37147 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68250 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 62598 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 413901 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46562 members 
Mstep: Class 21 contains 231395 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378816.000000 Penalty: 84740.203125
Iteration 456Q: 25 clusters Score -1.583788e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 211720 members 
Mstep: Class 3 contains 286378 members 
Mstep: Class 4 contains 8805 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 28857 members 
Mstep: Class 8 contains 31462 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 37152 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68251 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 63560 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 414330 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46537 members 
Mstep: Class 21 contains 229397 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379136.000000 Penalty: 84740.203125
Iteration 457Q: 25 clusters Score -1.583791e+08 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 211785 members 
Mstep: Class 3 contains 286710 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 31497 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37142 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68255 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 64540 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 414748 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46527 members 
Mstep: Class 21 contains 227451 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379088.000000 Penalty: 84740.203125
Iteration 458Q: 25 clusters Score -1.583791e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 211851 members 
Mstep: Class 3 contains 287006 members 
Mstep: Class 4 contains 8826 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 28846 members 
Mstep: Class 8 contains 31531 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 37138 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68269 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 65487 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 415157 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46531 members 
Mstep: Class 21 contains 225531 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379488.000000 Penalty: 84740.203125
Iteration 459Q: 25 clusters Score -1.583795e+08 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 211888 members 
Mstep: Class 3 contains 287291 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 28849 members 
Mstep: Class 8 contains 31559 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37152 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68272 members 
Mstep: Class 13 contains 14902 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 66442 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 415677 members 
Mstep: Class 18 contains 3694 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46524 members 
Mstep: Class 21 contains 223527 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380240.000000 Penalty: 84740.203125
Iteration 460F: 25 clusters Score -1.583802e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 211925 members 
Mstep: Class 3 contains 287609 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 31601 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37148 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68266 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 67333 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 416155 members 
Mstep: Class 18 contains 3700 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46522 members 
Mstep: Class 21 contains 221650 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380176.000000 Penalty: 84740.203125
Iteration 461Q: 25 clusters Score -1.583802e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 211936 members 
Mstep: Class 3 contains 287911 members 
Mstep: Class 4 contains 8830 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 31641 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37128 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68261 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 68254 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 416596 members 
Mstep: Class 18 contains 3707 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46525 members 
Mstep: Class 21 contains 219809 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380416.000000 Penalty: 84740.203125
Iteration 462Q: 25 clusters Score -1.583804e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 211931 members 
Mstep: Class 3 contains 288207 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 28885 members 
Mstep: Class 8 contains 31677 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37125 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68250 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 69185 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 417017 members 
Mstep: Class 18 contains 3713 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46519 members 
Mstep: Class 21 contains 218008 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1152 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380416.000000 Penalty: 84740.203125
Iteration 463Q: 25 clusters Score -1.583804e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 211979 members 
Mstep: Class 3 contains 288480 members 
Mstep: Class 4 contains 8812 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 28894 members 
Mstep: Class 8 contains 31713 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37119 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68243 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 70030 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 417369 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46500 members 
Mstep: Class 21 contains 216333 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380240.000000 Penalty: 84740.203125
Iteration 464Q: 25 clusters Score -1.583802e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 212008 members 
Mstep: Class 3 contains 288769 members 
Mstep: Class 4 contains 8803 members 
Mstep: Class 5 contains 5785 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 28888 members 
Mstep: Class 8 contains 31743 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37121 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68251 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 70835 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 417696 members 
Mstep: Class 18 contains 3721 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46502 members 
Mstep: Class 21 contains 214716 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379920.000000 Penalty: 84740.203125
Iteration 465Q: 25 clusters Score -1.583799e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 212016 members 
Mstep: Class 3 contains 289029 members 
Mstep: Class 4 contains 8803 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 28886 members 
Mstep: Class 8 contains 31779 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37120 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68261 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 71616 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 418022 members 
Mstep: Class 18 contains 3725 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46503 members 
Mstep: Class 21 contains 213157 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380128.000000 Penalty: 84740.203125
Iteration 466Q: 25 clusters Score -1.583801e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 212043 members 
Mstep: Class 3 contains 289282 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 28886 members 
Mstep: Class 8 contains 31818 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37115 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68256 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 72381 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 418342 members 
Mstep: Class 18 contains 3727 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46497 members 
Mstep: Class 21 contains 211645 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380288.000000 Penalty: 84740.203125
Iteration 467Q: 25 clusters Score -1.583803e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 212095 members 
Mstep: Class 3 contains 289488 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 28898 members 
Mstep: Class 8 contains 31843 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37112 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68265 members 
Mstep: Class 13 contains 14765 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 73056 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 418701 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46493 members 
Mstep: Class 21 contains 210226 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380784.000000 Penalty: 84740.203125
Iteration 468Q: 25 clusters Score -1.583808e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 212154 members 
Mstep: Class 3 contains 289732 members 
Mstep: Class 4 contains 8804 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 28905 members 
Mstep: Class 8 contains 31850 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37103 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68272 members 
Mstep: Class 13 contains 14741 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 73674 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 419042 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46502 members 
Mstep: Class 21 contains 208880 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381040.000000 Penalty: 84740.203125
Iteration 469Q: 25 clusters Score -1.58381e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 212236 members 
Mstep: Class 3 contains 289937 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 28921 members 
Mstep: Class 8 contains 31860 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 37098 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68279 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 74280 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 419348 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46490 members 
Mstep: Class 21 contains 207615 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381376.000000 Penalty: 84740.203125
Iteration 470Q: 25 clusters Score -1.583814e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 212357 members 
Mstep: Class 3 contains 290130 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 5732 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 28928 members 
Mstep: Class 8 contains 31864 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 37083 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68267 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 74845 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 419640 members 
Mstep: Class 18 contains 3743 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46496 members 
Mstep: Class 21 contains 206391 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381728.000000 Penalty: 84740.203125
Iteration 471Q: 25 clusters Score -1.583817e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 212461 members 
Mstep: Class 3 contains 290341 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 28932 members 
Mstep: Class 8 contains 31871 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 37068 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68256 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 75385 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 419924 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46498 members 
Mstep: Class 21 contains 205193 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382224.000000 Penalty: 84740.203125
Iteration 472Q: 25 clusters Score -1.583822e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 212523 members 
Mstep: Class 3 contains 290545 members 
Mstep: Class 4 contains 8802 members 
Mstep: Class 5 contains 5713 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 28931 members 
Mstep: Class 8 contains 31894 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 37056 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68249 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 75913 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 420180 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46507 members 
Mstep: Class 21 contains 204062 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382160.000000 Penalty: 84740.203125
Iteration 473Q: 25 clusters Score -1.583822e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 212574 members 
Mstep: Class 3 contains 290750 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 28925 members 
Mstep: Class 8 contains 31909 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 37050 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68243 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 76360 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 420460 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46520 members 
Mstep: Class 21 contains 202977 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382128.000000 Penalty: 84740.203125
Iteration 474Q: 25 clusters Score -1.583821e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 212615 members 
Mstep: Class 3 contains 290940 members 
Mstep: Class 4 contains 8817 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 28932 members 
Mstep: Class 8 contains 31917 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 37044 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68240 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 76766 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 420689 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46527 members 
Mstep: Class 21 contains 202001 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382144.000000 Penalty: 84740.203125
Iteration 475Q: 25 clusters Score -1.583821e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 212672 members 
Mstep: Class 3 contains 291126 members 
Mstep: Class 4 contains 8813 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 28925 members 
Mstep: Class 8 contains 31912 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37043 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68235 members 
Mstep: Class 13 contains 14674 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 77138 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 420897 members 
Mstep: Class 18 contains 3759 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46537 members 
Mstep: Class 21 contains 201106 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382608.000000 Penalty: 84740.203125
Iteration 476Q: 25 clusters Score -1.583826e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 212702 members 
Mstep: Class 3 contains 291242 members 
Mstep: Class 4 contains 8807 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 28927 members 
Mstep: Class 8 contains 31915 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37046 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68244 members 
Mstep: Class 13 contains 14666 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 77471 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421086 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46555 members 
Mstep: Class 21 contains 200337 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382624.000000 Penalty: 84740.203125
Iteration 477Q: 25 clusters Score -1.583826e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 212689 members 
Mstep: Class 3 contains 291396 members 
Mstep: Class 4 contains 8797 members 
Mstep: Class 5 contains 5667 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 28932 members 
Mstep: Class 8 contains 31909 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37047 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68246 members 
Mstep: Class 13 contains 14665 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 77769 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421267 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46562 members 
Mstep: Class 21 contains 199650 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382880.000000 Penalty: 84740.203125
Iteration 478Q: 25 clusters Score -1.583829e+08 nChanged 1360
Entering ConstructFrom: 
Score: -158382880.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (65109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Entering Unmasked Estep 
Score: -7016516.000000 Penalty: 2748.786865
	Iteration 0F: 2 clusters Score -7016516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -6972555.000000 Penalty: 5497.573730
	Iteration 0F: 3 clusters Score -6972555 nChanged 30475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -6989828.000000 Penalty: 5497.573730
	Iteration 1F: 3 clusters Score -6989828 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -6990853.500000 Penalty: 5497.573730
	Iteration 2Q: 3 clusters Score -6990854 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -6992133.000000 Penalty: 5497.573730
	Iteration 3Q: 3 clusters Score -6992133 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6993893.500000 Penalty: 5497.573730
	Iteration 4Q: 3 clusters Score -6993894 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -6996060.500000 Penalty: 5497.573730
	Iteration 5F: 3 clusters Score -6996060 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -6998667.000000 Penalty: 5497.573730
	Iteration 6F: 3 clusters Score -6998667 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -7001483.000000 Penalty: 5497.573730
	Iteration 7F: 3 clusters Score -7001483 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -7004348.000000 Penalty: 5497.573730
	Iteration 8F: 3 clusters Score -7004348 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -7006729.500000 Penalty: 5497.573730
	Iteration 9F: 3 clusters Score -7006730 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -7008764.500000 Penalty: 5497.573730
	Iteration 10Q: 3 clusters Score -7008764 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -7010321.000000 Penalty: 5497.573730
	Iteration 11Q: 3 clusters Score -7010321 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7011537.500000 Penalty: 5497.573730
	Iteration 12Q: 3 clusters Score -7011538 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7012390.500000 Penalty: 5497.573730
	Iteration 13Q: 3 clusters Score -7012390 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7013025.500000 Penalty: 5497.573730
	Iteration 14Q: 3 clusters Score -7013026 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7013402.000000 Penalty: 5497.573730
	Iteration 15Q: 3 clusters Score -7013402 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7013663.500000 Penalty: 5497.573730
	Iteration 16Q: 3 clusters Score -7013664 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7013815.000000 Penalty: 5497.573730
	Iteration 17Q: 3 clusters Score -7013815 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7013908.000000 Penalty: 5497.573730
	Iteration 18Q: 3 clusters Score -7013908 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7013988.000000 Penalty: 5497.573730
	Iteration 19Q: 3 clusters Score -7013988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7014039.000000 Penalty: 5497.573730
	Iteration 20F: 3 clusters Score -7014039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7014073.000000 Penalty: 5497.573730
	Iteration 21Q: 3 clusters Score -7014073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7014092.500000 Penalty: 5497.573730
	Iteration 22Q: 3 clusters Score -7014092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7014114.500000 Penalty: 5497.573730
	Iteration 23Q: 3 clusters Score -7014114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7014131.000000 Penalty: 5497.573730
	Iteration 24Q: 3 clusters Score -7014131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7014134.500000 Penalty: 5497.573730
	Iteration 25Q: 3 clusters Score -7014134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7014142.000000 Penalty: 5497.573730
	Iteration 26Q: 3 clusters Score -7014142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7014153.000000 Penalty: 5497.573730
	Iteration 27Q: 3 clusters Score -7014153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7014156.000000 Penalty: 5497.573730
	Iteration 28Q: 3 clusters Score -7014156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7014166.000000 Penalty: 5497.573730
	Iteration 29Q: 3 clusters Score -7014166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7014173.000000 Penalty: 5497.573730
	Iteration 30Q: 3 clusters Score -7014173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7014178.000000 Penalty: 5497.573730
	Iteration 31Q: 3 clusters Score -7014178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7014183.500000 Penalty: 5497.573730
	Iteration 32Q: 3 clusters Score -7014184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7014185.000000 Penalty: 5497.573730
	Iteration 33Q: 3 clusters Score -7014185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7014186.000000 Penalty: 5497.573730
	Iteration 34Q: 3 clusters Score -7014186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7014186.500000 Penalty: 5497.573730
	Iteration 35Q: 3 clusters Score -7014186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7014187.000000 Penalty: 5497.573730
	Iteration 36Q: 3 clusters Score -7014187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7014188.500000 Penalty: 5497.573730
	Iteration 37Q: 3 clusters Score -7014188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7014190.500000 Penalty: 5497.573730
	Iteration 38Q: 3 clusters Score -7014190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7014194.500000 Penalty: 5497.573730
	Iteration 39Q: 3 clusters Score -7014194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7014193.000000 Penalty: 5497.573730
	Iteration 40F: 3 clusters Score -7014193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7014194.500000 Penalty: 5497.573730
	Iteration 41Q: 3 clusters Score -7014194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7014196.500000 Penalty: 5497.573730
	Iteration 42Q: 3 clusters Score -7014196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7014196.500000 Penalty: 5497.573730
	Iteration 43F: 3 clusters Score -7014196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (212700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212700 members 
Entering Unmasked Estep 
Score: -22674326.000000 Penalty: 3042.374268
	Iteration 0F: 2 clusters Score -2.267433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -22533476.000000 Penalty: 6084.748535
	Iteration 0F: 3 clusters Score -2.253348e+07 nChanged 102306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -22595016.000000 Penalty: 6084.748535
	Iteration 1F: 3 clusters Score -2.259502e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -22597128.000000 Penalty: 6084.748535
	Iteration 2Q: 3 clusters Score -2.259713e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -22600246.000000 Penalty: 6084.748535
	Iteration 3Q: 3 clusters Score -2.260025e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -22605150.000000 Penalty: 6084.748535
	Iteration 4Q: 3 clusters Score -2.260515e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -22612938.000000 Penalty: 6084.748535
	Iteration 5F: 3 clusters Score -2.261294e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -22623922.000000 Penalty: 6084.748535
	Iteration 6F: 3 clusters Score -2.262392e+07 nChanged 15016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167506 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -22637120.000000 Penalty: 6084.748535
	Iteration 7F: 3 clusters Score -2.263712e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -22648628.000000 Penalty: 6084.748535
	Iteration 8F: 3 clusters Score -2.264863e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190542 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -22656866.000000 Penalty: 6084.748535
	Iteration 9Q: 3 clusters Score -2.265687e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197762 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -22662470.000000 Penalty: 6084.748535
	Iteration 10Q: 3 clusters Score -2.266247e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202735 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -22665968.000000 Penalty: 6084.748535
	Iteration 11Q: 3 clusters Score -2.266597e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206091 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -22668074.000000 Penalty: 6084.748535
	Iteration 12Q: 3 clusters Score -2.266807e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208309 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -22669422.000000 Penalty: 6084.748535
	Iteration 13Q: 3 clusters Score -2.266942e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -22670306.000000 Penalty: 6084.748535
	Iteration 14Q: 3 clusters Score -2.267031e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210568 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -22670764.000000 Penalty: 6084.748535
	Iteration 15Q: 3 clusters Score -2.267076e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211094 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22671120.000000 Penalty: 6084.748535
	Iteration 16Q: 3 clusters Score -2.267112e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211424 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22671330.000000 Penalty: 6084.748535
	Iteration 17Q: 3 clusters Score -2.267133e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211612 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22671444.000000 Penalty: 6084.748535
	Iteration 18Q: 3 clusters Score -2.267144e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211743 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22671528.000000 Penalty: 6084.748535
	Iteration 19Q: 3 clusters Score -2.267153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211822 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22671570.000000 Penalty: 6084.748535
	Iteration 20F: 3 clusters Score -2.267157e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211891 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22671620.000000 Penalty: 6084.748535
	Iteration 21Q: 3 clusters Score -2.267162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211937 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -22671678.000000 Penalty: 6084.748535
	Iteration 22Q: 3 clusters Score -2.267168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211974 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -22671708.000000 Penalty: 6084.748535
	Iteration 23Q: 3 clusters Score -2.267171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211996 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22671714.000000 Penalty: 6084.748535
	Iteration 24Q: 3 clusters Score -2.267171e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212024 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22671752.000000 Penalty: 6084.748535
	Iteration 25Q: 3 clusters Score -2.267175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212046 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22671766.000000 Penalty: 6084.748535
	Iteration 26Q: 3 clusters Score -2.267177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212062 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22671770.000000 Penalty: 6084.748535
	Iteration 27Q: 3 clusters Score -2.267177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212070 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22671782.000000 Penalty: 6084.748535
	Iteration 28Q: 3 clusters Score -2.267178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212071 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22671794.000000 Penalty: 6084.748535
	Iteration 29Q: 3 clusters Score -2.267179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212074 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22671798.000000 Penalty: 6084.748535
	Iteration 30Q: 3 clusters Score -2.26718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212079 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -22671794.000000 Penalty: 6084.748535
	Iteration 31Q: 3 clusters Score -2.267179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212087 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22671794.000000 Penalty: 6084.748535
	Iteration 32Q: 3 clusters Score -2.267179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212091 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22671788.000000 Penalty: 6084.748535
	Iteration 33Q: 3 clusters Score -2.267179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22671802.000000 Penalty: 6084.748535
	Iteration 34Q: 3 clusters Score -2.26718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22671802.000000 Penalty: 6084.748535
	Iteration 35F: 3 clusters Score -2.26718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (291513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291513 members 
Entering Unmasked Estep 
Score: -30953166.000000 Penalty: 3120.544434
	Iteration 0F: 2 clusters Score -3.095317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145534 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -30764154.000000 Penalty: 6241.088867
	Iteration 0F: 3 clusters Score -3.076415e+07 nChanged 140802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140570 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -30847638.000000 Penalty: 6241.088867
	Iteration 1F: 3 clusters Score -3.084764e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137129 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -30850340.000000 Penalty: 6241.088867
	Iteration 2Q: 3 clusters Score -3.085034e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132179 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -30853800.000000 Penalty: 6241.088867
	Iteration 3Q: 3 clusters Score -3.08538e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -30858624.000000 Penalty: 6241.088867
	Iteration 4Q: 3 clusters Score -3.085862e+07 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114970 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -30866024.000000 Penalty: 6241.088867
	Iteration 5F: 3 clusters Score -3.086602e+07 nChanged 17199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 189808 members 
Entering Unmasked Estep 
Score: -30875818.000000 Penalty: 6241.088867
	Iteration 6F: 3 clusters Score -3.087582e+07 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 205376 members 
Entering Unmasked Estep 
Score: -30888596.000000 Penalty: 6241.088867
	Iteration 7F: 3 clusters Score -3.08886e+07 nChanged 18367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 221023 members 
Entering Unmasked Estep 
Score: -30901900.000000 Penalty: 6241.088867
	Iteration 8F: 3 clusters Score -3.09019e+07 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 233549 members 
Entering Unmasked Estep 
Score: -30913820.000000 Penalty: 6241.088867
	Iteration 9F: 3 clusters Score -3.091382e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 241950 members 
Entering Unmasked Estep 
Score: -30922296.000000 Penalty: 6241.088867
	Iteration 10Q: 3 clusters Score -3.09223e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 247462 members 
Entering Unmasked Estep 
Score: -30926774.000000 Penalty: 6241.088867
	Iteration 11Q: 3 clusters Score -3.092677e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 251635 members 
Entering Unmasked Estep 
Score: -30929114.000000 Penalty: 6241.088867
	Iteration 12Q: 3 clusters Score -3.092911e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 255342 members 
Entering Unmasked Estep 
Score: -30930780.000000 Penalty: 6241.088867
	Iteration 13Q: 3 clusters Score -3.093078e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 258734 members 
Entering Unmasked Estep 
Score: -30932272.000000 Penalty: 6241.088867
	Iteration 14Q: 3 clusters Score -3.093227e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 261933 members 
Entering Unmasked Estep 
Score: -30933764.000000 Penalty: 6241.088867
	Iteration 15Q: 3 clusters Score -3.093376e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 264977 members 
Entering Unmasked Estep 
Score: -30934918.000000 Penalty: 6241.088867
	Iteration 16Q: 3 clusters Score -3.093492e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 267813 members 
Entering Unmasked Estep 
Score: -30936244.000000 Penalty: 6241.088867
	Iteration 17Q: 3 clusters Score -3.093624e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 270534 members 
Entering Unmasked Estep 
Score: -30937548.000000 Penalty: 6241.088867
	Iteration 18Q: 3 clusters Score -3.093755e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 273089 members 
Entering Unmasked Estep 
Score: -30938834.000000 Penalty: 6241.088867
	Iteration 19Q: 3 clusters Score -3.093883e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 275426 members 
Entering Unmasked Estep 
Score: -30939936.000000 Penalty: 6241.088867
	Iteration 20F: 3 clusters Score -3.093994e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 277560 members 
Entering Unmasked Estep 
Score: -30941170.000000 Penalty: 6241.088867
	Iteration 21Q: 3 clusters Score -3.094117e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 279512 members 
Entering Unmasked Estep 
Score: -30942396.000000 Penalty: 6241.088867
	Iteration 22Q: 3 clusters Score -3.09424e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 281231 members 
Entering Unmasked Estep 
Score: -30943614.000000 Penalty: 6241.088867
	Iteration 23Q: 3 clusters Score -3.094361e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 282774 members 
Entering Unmasked Estep 
Score: -30944668.000000 Penalty: 6241.088867
	Iteration 24Q: 3 clusters Score -3.094467e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 284108 members 
Entering Unmasked Estep 
Score: -30945650.000000 Penalty: 6241.088867
	Iteration 25Q: 3 clusters Score -3.094565e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 285228 members 
Entering Unmasked Estep 
Score: -30946388.000000 Penalty: 6241.088867
	Iteration 26Q: 3 clusters Score -3.094639e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 286159 members 
Entering Unmasked Estep 
Score: -30947050.000000 Penalty: 6241.088867
	Iteration 27Q: 3 clusters Score -3.094705e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 286885 members 
Entering Unmasked Estep 
Score: -30947552.000000 Penalty: 6241.088867
	Iteration 28Q: 3 clusters Score -3.094755e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 287486 members 
Entering Unmasked Estep 
Score: -30948010.000000 Penalty: 6241.088867
	Iteration 29Q: 3 clusters Score -3.094801e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 287991 members 
Entering Unmasked Estep 
Score: -30948386.000000 Penalty: 6241.088867
	Iteration 30Q: 3 clusters Score -3.094839e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 288400 members 
Entering Unmasked Estep 
Score: -30948750.000000 Penalty: 6241.088867
	Iteration 31Q: 3 clusters Score -3.094875e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 288744 members 
Entering Unmasked Estep 
Score: -30948978.000000 Penalty: 6241.088867
	Iteration 32Q: 3 clusters Score -3.094898e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 288998 members 
Entering Unmasked Estep 
Score: -30949172.000000 Penalty: 6241.088867
	Iteration 33Q: 3 clusters Score -3.094917e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 289205 members 
Entering Unmasked Estep 
Score: -30949332.000000 Penalty: 6241.088867
	Iteration 34Q: 3 clusters Score -3.094933e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 289359 members 
Entering Unmasked Estep 
Score: -30949434.000000 Penalty: 6241.088867
	Iteration 35Q: 3 clusters Score -3.094943e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 289492 members 
Entering Unmasked Estep 
Score: -30949568.000000 Penalty: 6241.088867
	Iteration 36Q: 3 clusters Score -3.094957e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 289628 members 
Entering Unmasked Estep 
Score: -30949654.000000 Penalty: 6241.088867
	Iteration 37Q: 3 clusters Score -3.094965e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 289724 members 
Entering Unmasked Estep 
Score: -30949742.000000 Penalty: 6241.088867
	Iteration 38Q: 3 clusters Score -3.094974e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 289797 members 
Entering Unmasked Estep 
Score: -30949806.000000 Penalty: 6241.088867
	Iteration 39Q: 3 clusters Score -3.094981e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 289874 members 
Entering Unmasked Estep 
Score: -30949906.000000 Penalty: 6241.088867
	Iteration 40F: 3 clusters Score -3.094991e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 289942 members 
Entering Unmasked Estep 
Score: -30949954.000000 Penalty: 6241.088867
	Iteration 41Q: 3 clusters Score -3.094995e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 289986 members 
Entering Unmasked Estep 
Score: -30950008.000000 Penalty: 6241.088867
	Iteration 42Q: 3 clusters Score -3.095001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 290026 members 
Entering Unmasked Estep 
Score: -30950038.000000 Penalty: 6241.088867
	Iteration 43Q: 3 clusters Score -3.095004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 290063 members 
Entering Unmasked Estep 
Score: -30950054.000000 Penalty: 6241.088867
	Iteration 44Q: 3 clusters Score -3.095005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 290091 members 
Entering Unmasked Estep 
Score: -30950106.000000 Penalty: 6241.088867
	Iteration 45Q: 3 clusters Score -3.095011e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 290115 members 
Entering Unmasked Estep 
Score: -30950080.000000 Penalty: 6241.088867
	Iteration 46Q: 3 clusters Score -3.095008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 290145 members 
Entering Unmasked Estep 
Score: -30950108.000000 Penalty: 6241.088867
	Iteration 47Q: 3 clusters Score -3.095011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 290163 members 
Entering Unmasked Estep 
Score: -30950098.000000 Penalty: 6241.088867
	Iteration 48Q: 3 clusters Score -3.09501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 290177 members 
Entering Unmasked Estep 
Score: -30950122.000000 Penalty: 6241.088867
	Iteration 49Q: 3 clusters Score -3.095012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 290188 members 
Entering Unmasked Estep 
Score: -30950110.000000 Penalty: 6241.088867
	Iteration 50Q: 3 clusters Score -3.095011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 290198 members 
Entering Unmasked Estep 
Score: -30950146.000000 Penalty: 6241.088867
	Iteration 51Q: 3 clusters Score -3.095015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 290210 members 
Entering Unmasked Estep 
Score: -30950178.000000 Penalty: 6241.088867
	Iteration 52Q: 3 clusters Score -3.095018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 290223 members 
Entering Unmasked Estep 
Score: -30950176.000000 Penalty: 6241.088867
	Iteration 53Q: 3 clusters Score -3.095018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 290231 members 
Entering Unmasked Estep 
Score: -30950200.000000 Penalty: 6241.088867
	Iteration 54Q: 3 clusters Score -3.09502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 290245 members 
Entering Unmasked Estep 
Score: -30950208.000000 Penalty: 6241.088867
	Iteration 55Q: 3 clusters Score -3.095021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 290259 members 
Entering Unmasked Estep 
Score: -30950232.000000 Penalty: 6241.088867
	Iteration 56Q: 3 clusters Score -3.095023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 290266 members 
Entering Unmasked Estep 
Score: -30950214.000000 Penalty: 6241.088867
	Iteration 57Q: 3 clusters Score -3.095021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 290273 members 
Entering Unmasked Estep 
Score: -30950232.000000 Penalty: 6241.088867
	Iteration 58Q: 3 clusters Score -3.095023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 290284 members 
Entering Unmasked Estep 
Score: -30950224.000000 Penalty: 6241.088867
	Iteration 59Q: 3 clusters Score -3.095022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 290292 members 
Entering Unmasked Estep 
Score: -30950256.000000 Penalty: 6241.088867
	Iteration 60F: 3 clusters Score -3.095026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 290297 members 
Entering Unmasked Estep 
Score: -30950262.000000 Penalty: 6241.088867
	Iteration 61Q: 3 clusters Score -3.095026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 290300 members 
Entering Unmasked Estep 
Score: -30950266.000000 Penalty: 6241.088867
	Iteration 62Q: 3 clusters Score -3.095027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 290306 members 
Entering Unmasked Estep 
Score: -30950248.000000 Penalty: 6241.088867
	Iteration 63Q: 3 clusters Score -3.095025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 290307 members 
Entering Unmasked Estep 
Score: -30950248.000000 Penalty: 6241.088867
	Iteration 64Q: 3 clusters Score -3.095025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 290307 members 
Entering Unmasked Estep 
Score: -30950248.000000 Penalty: 6241.088867
	Iteration 65F: 3 clusters Score -3.095025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -908731.062500 Penalty: 2251.954102
	Iteration 0F: 2 clusters Score -908731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -901846.812500 Penalty: 4503.908203
	Iteration 0F: 3 clusters Score -901846.8 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -903806.500000 Penalty: 4503.908203
	Iteration 1F: 3 clusters Score -903806.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -904085.625000 Penalty: 4503.908203
	Iteration 2F: 3 clusters Score -904085.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -904283.437500 Penalty: 4503.908203
	Iteration 3Q: 3 clusters Score -904283.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -904446.500000 Penalty: 4503.908203
	Iteration 4Q: 3 clusters Score -904446.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -904570.625000 Penalty: 4503.908203
	Iteration 5Q: 3 clusters Score -904570.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -904670.875000 Penalty: 4503.908203
	Iteration 6Q: 3 clusters Score -904670.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -904786.687500 Penalty: 4503.908203
	Iteration 7Q: 3 clusters Score -904786.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -904909.812500 Penalty: 4503.908203
	Iteration 8Q: 3 clusters Score -904909.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -905060.062500 Penalty: 4503.908203
	Iteration 9Q: 3 clusters Score -905060.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -905221.500000 Penalty: 4503.908203
	Iteration 10Q: 3 clusters Score -905221.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -905389.250000 Penalty: 4503.908203
	Iteration 11Q: 3 clusters Score -905389.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -905567.125000 Penalty: 4503.908203
	Iteration 12Q: 3 clusters Score -905567.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -905789.625000 Penalty: 4503.908203
	Iteration 13Q: 3 clusters Score -905789.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -905986.062500 Penalty: 4503.908203
	Iteration 14Q: 3 clusters Score -905986.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -906131.000000 Penalty: 4503.908203
	Iteration 15Q: 3 clusters Score -906131 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -906249.312500 Penalty: 4503.908203
	Iteration 16Q: 3 clusters Score -906249.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -906387.562500 Penalty: 4503.908203
	Iteration 17Q: 3 clusters Score -906387.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -906493.062500 Penalty: 4503.908203
	Iteration 18Q: 3 clusters Score -906493.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -906566.312500 Penalty: 4503.908203
	Iteration 19Q: 3 clusters Score -906566.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -906611.375000 Penalty: 4503.908203
	Iteration 20F: 3 clusters Score -906611.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -906648.625000 Penalty: 4503.908203
	Iteration 21Q: 3 clusters Score -906648.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -906680.125000 Penalty: 4503.908203
	Iteration 22Q: 3 clusters Score -906680.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -906710.250000 Penalty: 4503.908203
	Iteration 23Q: 3 clusters Score -906710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -906733.812500 Penalty: 4503.908203
	Iteration 24Q: 3 clusters Score -906733.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -906752.625000 Penalty: 4503.908203
	Iteration 25Q: 3 clusters Score -906752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -906767.000000 Penalty: 4503.908203
	Iteration 26Q: 3 clusters Score -906767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -906779.125000 Penalty: 4503.908203
	Iteration 27Q: 3 clusters Score -906779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -906784.625000 Penalty: 4503.908203
	Iteration 28Q: 3 clusters Score -906784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -906788.875000 Penalty: 4503.908203
	Iteration 29Q: 3 clusters Score -906788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -906793.187500 Penalty: 4503.908203
	Iteration 30Q: 3 clusters Score -906793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -906804.250000 Penalty: 4503.908203
	Iteration 31Q: 3 clusters Score -906804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -906809.500000 Penalty: 4503.908203
	Iteration 32Q: 3 clusters Score -906809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -906812.687500 Penalty: 4503.908203
	Iteration 33Q: 3 clusters Score -906812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -906814.437500 Penalty: 4503.908203
	Iteration 34Q: 3 clusters Score -906814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -906818.000000 Penalty: 4503.908203
	Iteration 35Q: 3 clusters Score -906818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -906819.937500 Penalty: 4503.908203
	Iteration 36Q: 3 clusters Score -906819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -906821.437500 Penalty: 4503.908203
	Iteration 37Q: 3 clusters Score -906821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -906823.562500 Penalty: 4503.908203
	Iteration 38Q: 3 clusters Score -906823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -906826.937500 Penalty: 4503.908203
	Iteration 39Q: 3 clusters Score -906826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -906829.687500 Penalty: 4503.908203
	Iteration 40F: 3 clusters Score -906829.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Entering Unmasked Estep 
Score: -608407.750000 Penalty: 2143.275146
	Iteration 0F: 2 clusters Score -608407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -603473.062500 Penalty: 4286.550293
	Iteration 0F: 3 clusters Score -603473.1 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -604644.687500 Penalty: 4286.550293
	Iteration 1F: 3 clusters Score -604644.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -604852.625000 Penalty: 4286.550293
	Iteration 2F: 3 clusters Score -604852.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -604964.187500 Penalty: 4286.550293
	Iteration 3Q: 3 clusters Score -604964.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -605041.000000 Penalty: 4286.550293
	Iteration 4Q: 3 clusters Score -605041 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -605094.375000 Penalty: 4286.550293
	Iteration 5Q: 3 clusters Score -605094.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -605131.687500 Penalty: 4286.550293
	Iteration 6Q: 3 clusters Score -605131.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -605165.937500 Penalty: 4286.550293
	Iteration 7Q: 3 clusters Score -605165.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -605201.937500 Penalty: 4286.550293
	Iteration 8Q: 3 clusters Score -605201.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -605223.062500 Penalty: 4286.550293
	Iteration 9Q: 3 clusters Score -605223.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -605237.000000 Penalty: 4286.550293
	Iteration 10Q: 3 clusters Score -605237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -605251.625000 Penalty: 4286.550293
	Iteration 11Q: 3 clusters Score -605251.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -605265.812500 Penalty: 4286.550293
	Iteration 12Q: 3 clusters Score -605265.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -605275.875000 Penalty: 4286.550293
	Iteration 13Q: 3 clusters Score -605275.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -605285.625000 Penalty: 4286.550293
	Iteration 14Q: 3 clusters Score -605285.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -605291.187500 Penalty: 4286.550293
	Iteration 15Q: 3 clusters Score -605291.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -605297.812500 Penalty: 4286.550293
	Iteration 16Q: 3 clusters Score -605297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -605301.687500 Penalty: 4286.550293
	Iteration 17Q: 3 clusters Score -605301.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -605306.687500 Penalty: 4286.550293
	Iteration 18Q: 3 clusters Score -605306.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -605312.812500 Penalty: 4286.550293
	Iteration 19Q: 3 clusters Score -605312.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -605315.187500 Penalty: 4286.550293
	Iteration 20F: 3 clusters Score -605315.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -605320.875000 Penalty: 4286.550293
	Iteration 21Q: 3 clusters Score -605320.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -605324.750000 Penalty: 4286.550293
	Iteration 22Q: 3 clusters Score -605324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -605328.375000 Penalty: 4286.550293
	Iteration 23Q: 3 clusters Score -605328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -605331.562500 Penalty: 4286.550293
	Iteration 24Q: 3 clusters Score -605331.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -605336.375000 Penalty: 4286.550293
	Iteration 25Q: 3 clusters Score -605336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -605340.937500 Penalty: 4286.550293
	Iteration 26Q: 3 clusters Score -605340.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -605343.937500 Penalty: 4286.550293
	Iteration 27Q: 3 clusters Score -605343.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -605349.250000 Penalty: 4286.550293
	Iteration 28Q: 3 clusters Score -605349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -605352.437500 Penalty: 4286.550293
	Iteration 29Q: 3 clusters Score -605352.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -605356.187500 Penalty: 4286.550293
	Iteration 30Q: 3 clusters Score -605356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -605359.187500 Penalty: 4286.550293
	Iteration 31Q: 3 clusters Score -605359.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -605362.937500 Penalty: 4286.550293
	Iteration 32Q: 3 clusters Score -605362.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -605364.750000 Penalty: 4286.550293
	Iteration 33Q: 3 clusters Score -605364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -605368.125000 Penalty: 4286.550293
	Iteration 34Q: 3 clusters Score -605368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -605371.125000 Penalty: 4286.550293
	Iteration 35Q: 3 clusters Score -605371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -605374.937500 Penalty: 4286.550293
	Iteration 36Q: 3 clusters Score -605374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -605375.250000 Penalty: 4286.550293
	Iteration 37Q: 3 clusters Score -605375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -605378.937500 Penalty: 4286.550293
	Iteration 38Q: 3 clusters Score -605378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -605382.625000 Penalty: 4286.550293
	Iteration 39Q: 3 clusters Score -605382.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -605388.125000 Penalty: 4286.550293
	Iteration 40F: 3 clusters Score -605388.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -605393.062500 Penalty: 4286.550293
	Iteration 41Q: 3 clusters Score -605393.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -605395.312500 Penalty: 4286.550293
	Iteration 42Q: 3 clusters Score -605395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -605397.375000 Penalty: 4286.550293
	Iteration 43Q: 3 clusters Score -605397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -605400.937500 Penalty: 4286.550293
	Iteration 44Q: 3 clusters Score -605400.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -605403.312500 Penalty: 4286.550293
	Iteration 45Q: 3 clusters Score -605403.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -605404.500000 Penalty: 4286.550293
	Iteration 46Q: 3 clusters Score -605404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -605405.625000 Penalty: 4286.550293
	Iteration 47Q: 3 clusters Score -605405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605406.312500 Penalty: 4286.550293
	Iteration 48Q: 3 clusters Score -605406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -605406.812500 Penalty: 4286.550293
	Iteration 49Q: 3 clusters Score -605406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -605407.500000 Penalty: 4286.550293
	Iteration 50Q: 3 clusters Score -605407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -605407.500000 Penalty: 4286.550293
	Iteration 51F: 3 clusters Score -605407.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -125510.570312 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -125510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123370.148438 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -123370.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123692.117188 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -123692.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123802.859375 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -123802.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123854.250000 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -123854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -123876.773438 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -123876.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123895.492188 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -123895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123909.062500 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -123909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123920.500000 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -123920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123929.921875 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -123929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123938.203125 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -123938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123944.242188 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -123944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123950.140625 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -123950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123952.664062 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -123952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123955.007812 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -123955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123958.148438 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -123958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123964.242188 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -123964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123967.203125 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -123967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123971.976562 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -123972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123975.789062 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -123975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123975.789062 Penalty: 3544.408447
	Iteration 19F: 3 clusters Score -123975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Entering Unmasked Estep 
Score: -2806588.750000 Penalty: 2547.673340
	Iteration 0F: 2 clusters Score -2806589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2786802.500000 Penalty: 5095.346680
	Iteration 0F: 3 clusters Score -2786802 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2793692.250000 Penalty: 5095.346680
	Iteration 1F: 3 clusters Score -2793692 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2794193.500000 Penalty: 5095.346680
	Iteration 2F: 3 clusters Score -2794194 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2794605.500000 Penalty: 5095.346680
	Iteration 3Q: 3 clusters Score -2794606 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2794994.250000 Penalty: 5095.346680
	Iteration 4Q: 3 clusters Score -2794994 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2795372.500000 Penalty: 5095.346680
	Iteration 5Q: 3 clusters Score -2795372 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2795756.250000 Penalty: 5095.346680
	Iteration 6Q: 3 clusters Score -2795756 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2796143.250000 Penalty: 5095.346680
	Iteration 7Q: 3 clusters Score -2796143 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2796600.250000 Penalty: 5095.346680
	Iteration 8Q: 3 clusters Score -2796600 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2797079.500000 Penalty: 5095.346680
	Iteration 9Q: 3 clusters Score -2797080 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2797703.500000 Penalty: 5095.346680
	Iteration 10Q: 3 clusters Score -2797704 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2798466.250000 Penalty: 5095.346680
	Iteration 11Q: 3 clusters Score -2798466 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2799340.750000 Penalty: 5095.346680
	Iteration 12Q: 3 clusters Score -2799341 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2800189.000000 Penalty: 5095.346680
	Iteration 13Q: 3 clusters Score -2800189 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2800925.750000 Penalty: 5095.346680
	Iteration 14Q: 3 clusters Score -2800926 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2801507.000000 Penalty: 5095.346680
	Iteration 15Q: 3 clusters Score -2801507 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2801948.250000 Penalty: 5095.346680
	Iteration 16Q: 3 clusters Score -2801948 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2802290.750000 Penalty: 5095.346680
	Iteration 17Q: 3 clusters Score -2802291 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2802637.750000 Penalty: 5095.346680
	Iteration 18Q: 3 clusters Score -2802638 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2803010.250000 Penalty: 5095.346680
	Iteration 19Q: 3 clusters Score -2803010 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2803424.500000 Penalty: 5095.346680
	Iteration 20F: 3 clusters Score -2803424 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2803856.750000 Penalty: 5095.346680
	Iteration 21Q: 3 clusters Score -2803857 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2804278.750000 Penalty: 5095.346680
	Iteration 22Q: 3 clusters Score -2804279 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2804597.500000 Penalty: 5095.346680
	Iteration 23Q: 3 clusters Score -2804598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2804866.250000 Penalty: 5095.346680
	Iteration 24Q: 3 clusters Score -2804866 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2805042.500000 Penalty: 5095.346680
	Iteration 25Q: 3 clusters Score -2805042 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2805160.250000 Penalty: 5095.346680
	Iteration 26Q: 3 clusters Score -2805160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2805189.500000 Penalty: 5095.346680
	Iteration 27Q: 3 clusters Score -2805190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2805234.000000 Penalty: 5095.346680
	Iteration 28Q: 3 clusters Score -2805234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2805254.000000 Penalty: 5095.346680
	Iteration 29Q: 3 clusters Score -2805254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2805267.250000 Penalty: 5095.346680
	Iteration 30Q: 3 clusters Score -2805267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2805278.500000 Penalty: 5095.346680
	Iteration 31Q: 3 clusters Score -2805278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2805289.250000 Penalty: 5095.346680
	Iteration 32Q: 3 clusters Score -2805289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2805302.750000 Penalty: 5095.346680
	Iteration 33Q: 3 clusters Score -2805303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2805306.000000 Penalty: 5095.346680
	Iteration 34Q: 3 clusters Score -2805306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2805313.750000 Penalty: 5095.346680
	Iteration 35Q: 3 clusters Score -2805314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2805332.750000 Penalty: 5095.346680
	Iteration 36Q: 3 clusters Score -2805333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2805343.750000 Penalty: 5095.346680
	Iteration 37Q: 3 clusters Score -2805344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -2805360.000000 Penalty: 5095.346680
	Iteration 38Q: 3 clusters Score -2805360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2805370.250000 Penalty: 5095.346680
	Iteration 39Q: 3 clusters Score -2805370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2805376.000000 Penalty: 5095.346680
	Iteration 40F: 3 clusters Score -2805376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -2805380.750000 Penalty: 5095.346680
	Iteration 41Q: 3 clusters Score -2805381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2805383.250000 Penalty: 5095.346680
	Iteration 42Q: 3 clusters Score -2805383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2805387.750000 Penalty: 5095.346680
	Iteration 43Q: 3 clusters Score -2805388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2805383.250000 Penalty: 5095.346680
	Iteration 44Q: 3 clusters Score -2805383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2805384.000000 Penalty: 5095.346680
	Iteration 45Q: 3 clusters Score -2805384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2805384.250000 Penalty: 5095.346680
	Iteration 46Q: 3 clusters Score -2805384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2805385.250000 Penalty: 5095.346680
	Iteration 47Q: 3 clusters Score -2805385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -2805388.750000 Penalty: 5095.346680
	Iteration 48Q: 3 clusters Score -2805389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2805391.000000 Penalty: 5095.346680
	Iteration 49Q: 3 clusters Score -2805391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2805390.750000 Penalty: 5095.346680
	Iteration 50Q: 3 clusters Score -2805391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2805390.500000 Penalty: 5095.346680
	Iteration 51Q: 3 clusters Score -2805390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2805394.500000 Penalty: 5095.346680
	Iteration 52Q: 3 clusters Score -2805394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2805395.000000 Penalty: 5095.346680
	Iteration 53Q: 3 clusters Score -2805395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2805395.000000 Penalty: 5095.346680
	Iteration 54F: 3 clusters Score -2805395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Entering Unmasked Estep 
Score: -3438578.250000 Penalty: 2571.950684
	Iteration 0F: 2 clusters Score -3438578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3416680.250000 Penalty: 5143.901367
	Iteration 0F: 3 clusters Score -3416680 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3424714.500000 Penalty: 5143.901367
	Iteration 1F: 3 clusters Score -3424714 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3425252.500000 Penalty: 5143.901367
	Iteration 2Q: 3 clusters Score -3425252 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3425884.250000 Penalty: 5143.901367
	Iteration 3Q: 3 clusters Score -3425884 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3426624.500000 Penalty: 5143.901367
	Iteration 4Q: 3 clusters Score -3426624 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3427535.250000 Penalty: 5143.901367
	Iteration 5F: 3 clusters Score -3427535 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3428730.500000 Penalty: 5143.901367
	Iteration 6F: 3 clusters Score -3428730 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3430195.000000 Penalty: 5143.901367
	Iteration 7F: 3 clusters Score -3430195 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3431918.000000 Penalty: 5143.901367
	Iteration 8F: 3 clusters Score -3431918 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3433482.500000 Penalty: 5143.901367
	Iteration 9F: 3 clusters Score -3433482 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3434513.000000 Penalty: 5143.901367
	Iteration 10Q: 3 clusters Score -3434513 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3435016.500000 Penalty: 5143.901367
	Iteration 11Q: 3 clusters Score -3435016 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3435324.750000 Penalty: 5143.901367
	Iteration 12Q: 3 clusters Score -3435325 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3435546.250000 Penalty: 5143.901367
	Iteration 13Q: 3 clusters Score -3435546 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3435704.000000 Penalty: 5143.901367
	Iteration 14Q: 3 clusters Score -3435704 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3435859.250000 Penalty: 5143.901367
	Iteration 15Q: 3 clusters Score -3435859 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3436011.500000 Penalty: 5143.901367
	Iteration 16Q: 3 clusters Score -3436012 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3436119.250000 Penalty: 5143.901367
	Iteration 17Q: 3 clusters Score -3436119 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3436195.500000 Penalty: 5143.901367
	Iteration 18Q: 3 clusters Score -3436196 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3436265.000000 Penalty: 5143.901367
	Iteration 19Q: 3 clusters Score -3436265 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3436308.750000 Penalty: 5143.901367
	Iteration 20F: 3 clusters Score -3436309 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3436356.250000 Penalty: 5143.901367
	Iteration 21Q: 3 clusters Score -3436356 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3436417.000000 Penalty: 5143.901367
	Iteration 22Q: 3 clusters Score -3436417 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3436464.250000 Penalty: 5143.901367
	Iteration 23Q: 3 clusters Score -3436464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3436511.750000 Penalty: 5143.901367
	Iteration 24Q: 3 clusters Score -3436512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3436520.250000 Penalty: 5143.901367
	Iteration 25Q: 3 clusters Score -3436520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3436548.750000 Penalty: 5143.901367
	Iteration 26Q: 3 clusters Score -3436549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3436576.000000 Penalty: 5143.901367
	Iteration 27Q: 3 clusters Score -3436576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3436593.500000 Penalty: 5143.901367
	Iteration 28Q: 3 clusters Score -3436594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3436618.250000 Penalty: 5143.901367
	Iteration 29Q: 3 clusters Score -3436618 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3436664.750000 Penalty: 5143.901367
	Iteration 30Q: 3 clusters Score -3436665 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3436693.250000 Penalty: 5143.901367
	Iteration 31Q: 3 clusters Score -3436693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3436714.250000 Penalty: 5143.901367
	Iteration 32Q: 3 clusters Score -3436714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3436732.500000 Penalty: 5143.901367
	Iteration 33Q: 3 clusters Score -3436732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3436753.000000 Penalty: 5143.901367
	Iteration 34Q: 3 clusters Score -3436753 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3436773.500000 Penalty: 5143.901367
	Iteration 35Q: 3 clusters Score -3436774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3436790.250000 Penalty: 5143.901367
	Iteration 36Q: 3 clusters Score -3436790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3436801.500000 Penalty: 5143.901367
	Iteration 37Q: 3 clusters Score -3436802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3436802.500000 Penalty: 5143.901367
	Iteration 38Q: 3 clusters Score -3436802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3436809.000000 Penalty: 5143.901367
	Iteration 39Q: 3 clusters Score -3436809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3436815.500000 Penalty: 5143.901367
	Iteration 40F: 3 clusters Score -3436816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3436825.750000 Penalty: 5143.901367
	Iteration 41Q: 3 clusters Score -3436826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3436826.000000 Penalty: 5143.901367
	Iteration 42Q: 3 clusters Score -3436826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3436835.000000 Penalty: 5143.901367
	Iteration 43Q: 3 clusters Score -3436835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3436841.000000 Penalty: 5143.901367
	Iteration 44Q: 3 clusters Score -3436841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3436843.750000 Penalty: 5143.901367
	Iteration 45Q: 3 clusters Score -3436844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3436856.750000 Penalty: 5143.901367
	Iteration 46Q: 3 clusters Score -3436857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3436863.000000 Penalty: 5143.901367
	Iteration 47Q: 3 clusters Score -3436863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3436871.250000 Penalty: 5143.901367
	Iteration 48Q: 3 clusters Score -3436871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3436883.250000 Penalty: 5143.901367
	Iteration 49Q: 3 clusters Score -3436883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3436887.500000 Penalty: 5143.901367
	Iteration 50Q: 3 clusters Score -3436888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3436898.250000 Penalty: 5143.901367
	Iteration 51Q: 3 clusters Score -3436898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3436904.500000 Penalty: 5143.901367
	Iteration 52Q: 3 clusters Score -3436904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3436905.000000 Penalty: 5143.901367
	Iteration 53Q: 3 clusters Score -3436905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3436905.500000 Penalty: 5143.901367
	Iteration 54Q: 3 clusters Score -3436906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3436904.750000 Penalty: 5143.901367
	Iteration 55Q: 3 clusters Score -3436905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3436901.750000 Penalty: 5143.901367
	Iteration 56Q: 3 clusters Score -3436902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3436905.000000 Penalty: 5143.901367
	Iteration 57Q: 3 clusters Score -3436905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3436911.250000 Penalty: 5143.901367
	Iteration 58Q: 3 clusters Score -3436911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3436914.750000 Penalty: 5143.901367
	Iteration 59Q: 3 clusters Score -3436915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3436908.250000 Penalty: 5143.901367
	Iteration 60F: 3 clusters Score -3436908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3436910.500000 Penalty: 5143.901367
	Iteration 61Q: 3 clusters Score -3436910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3436912.000000 Penalty: 5143.901367
	Iteration 62Q: 3 clusters Score -3436912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3436914.500000 Penalty: 5143.901367
	Iteration 63Q: 3 clusters Score -3436914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3436913.750000 Penalty: 5143.901367
	Iteration 64Q: 3 clusters Score -3436914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3436913.000000 Penalty: 5143.901367
	Iteration 65Q: 3 clusters Score -3436913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3436922.750000 Penalty: 5143.901367
	Iteration 66Q: 3 clusters Score -3436923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3436923.000000 Penalty: 5143.901367
	Iteration 67Q: 3 clusters Score -3436923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3436921.500000 Penalty: 5143.901367
	Iteration 68Q: 3 clusters Score -3436922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3436922.500000 Penalty: 5143.901367
	Iteration 69Q: 3 clusters Score -3436922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3436923.250000 Penalty: 5143.901367
	Iteration 70Q: 3 clusters Score -3436923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3436924.750000 Penalty: 5143.901367
	Iteration 71Q: 3 clusters Score -3436925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3436927.500000 Penalty: 5143.901367
	Iteration 72Q: 3 clusters Score -3436928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3436928.750000 Penalty: 5143.901367
	Iteration 73Q: 3 clusters Score -3436929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3436927.500000 Penalty: 5143.901367
	Iteration 74Q: 3 clusters Score -3436928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3436933.000000 Penalty: 5143.901367
	Iteration 75Q: 3 clusters Score -3436933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3436935.250000 Penalty: 5143.901367
	Iteration 76Q: 3 clusters Score -3436935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3436937.250000 Penalty: 5143.901367
	Iteration 77Q: 3 clusters Score -3436937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3436938.500000 Penalty: 5143.901367
	Iteration 78Q: 3 clusters Score -3436938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3436938.500000 Penalty: 5143.901367
	Iteration 79F: 3 clusters Score -3436938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -268455.281250 Penalty: 1990.084717
	Iteration 0F: 2 clusters Score -268455.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -265135.187500 Penalty: 3980.169434
	Iteration 0F: 3 clusters Score -265135.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -265870.687500 Penalty: 3980.169434
	Iteration 1F: 3 clusters Score -265870.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -266069.812500 Penalty: 3980.169434
	Iteration 2F: 3 clusters Score -266069.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -266169.500000 Penalty: 3980.169434
	Iteration 3F: 3 clusters Score -266169.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -266218.937500 Penalty: 3980.169434
	Iteration 4Q: 3 clusters Score -266218.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -266253.625000 Penalty: 3980.169434
	Iteration 5Q: 3 clusters Score -266253.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -266280.437500 Penalty: 3980.169434
	Iteration 6Q: 3 clusters Score -266280.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -266305.937500 Penalty: 3980.169434
	Iteration 7Q: 3 clusters Score -266305.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -266334.781250 Penalty: 3980.169434
	Iteration 8Q: 3 clusters Score -266334.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -266356.468750 Penalty: 3980.169434
	Iteration 9Q: 3 clusters Score -266356.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -266379.375000 Penalty: 3980.169434
	Iteration 10Q: 3 clusters Score -266379.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -266395.843750 Penalty: 3980.169434
	Iteration 11Q: 3 clusters Score -266395.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -266409.312500 Penalty: 3980.169434
	Iteration 12Q: 3 clusters Score -266409.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -266419.406250 Penalty: 3980.169434
	Iteration 13Q: 3 clusters Score -266419.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -266426.000000 Penalty: 3980.169434
	Iteration 14Q: 3 clusters Score -266426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -266433.500000 Penalty: 3980.169434
	Iteration 15Q: 3 clusters Score -266433.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -266439.843750 Penalty: 3980.169434
	Iteration 16Q: 3 clusters Score -266439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -266446.343750 Penalty: 3980.169434
	Iteration 17Q: 3 clusters Score -266446.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -266451.687500 Penalty: 3980.169434
	Iteration 18Q: 3 clusters Score -266451.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -266456.250000 Penalty: 3980.169434
	Iteration 19Q: 3 clusters Score -266456.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -266460.843750 Penalty: 3980.169434
	Iteration 20F: 3 clusters Score -266460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -266464.843750 Penalty: 3980.169434
	Iteration 21Q: 3 clusters Score -266464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -266467.781250 Penalty: 3980.169434
	Iteration 22Q: 3 clusters Score -266467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -266472.593750 Penalty: 3980.169434
	Iteration 23Q: 3 clusters Score -266472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -266480.031250 Penalty: 3980.169434
	Iteration 24Q: 3 clusters Score -266480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -266489.031250 Penalty: 3980.169434
	Iteration 25Q: 3 clusters Score -266489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -266492.937500 Penalty: 3980.169434
	Iteration 26Q: 3 clusters Score -266492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -266496.500000 Penalty: 3980.169434
	Iteration 27Q: 3 clusters Score -266496.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -266501.437500 Penalty: 3980.169434
	Iteration 28Q: 3 clusters Score -266501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -266504.812500 Penalty: 3980.169434
	Iteration 29Q: 3 clusters Score -266504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -266508.031250 Penalty: 3980.169434
	Iteration 30Q: 3 clusters Score -266508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -266511.156250 Penalty: 3980.169434
	Iteration 31Q: 3 clusters Score -266511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -266513.062500 Penalty: 3980.169434
	Iteration 32Q: 3 clusters Score -266513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -266514.156250 Penalty: 3980.169434
	Iteration 33Q: 3 clusters Score -266514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -266514.875000 Penalty: 3980.169434
	Iteration 34Q: 3 clusters Score -266514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -266518.093750 Penalty: 3980.169434
	Iteration 35Q: 3 clusters Score -266518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -266521.687500 Penalty: 3980.169434
	Iteration 36Q: 3 clusters Score -266521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -266524.187500 Penalty: 3980.169434
	Iteration 37Q: 3 clusters Score -266524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -266527.218750 Penalty: 3980.169434
	Iteration 38Q: 3 clusters Score -266527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -266528.031250 Penalty: 3980.169434
	Iteration 39Q: 3 clusters Score -266528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -266530.343750 Penalty: 3980.169434
	Iteration 40F: 3 clusters Score -266530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -266532.843750 Penalty: 3980.169434
	Iteration 41Q: 3 clusters Score -266532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -266535.093750 Penalty: 3980.169434
	Iteration 42Q: 3 clusters Score -266535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -266537.250000 Penalty: 3980.169434
	Iteration 43Q: 3 clusters Score -266537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -266538.125000 Penalty: 3980.169434
	Iteration 44Q: 3 clusters Score -266538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -266539.062500 Penalty: 3980.169434
	Iteration 45Q: 3 clusters Score -266539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -266539.375000 Penalty: 3980.169434
	Iteration 46Q: 3 clusters Score -266539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -266539.781250 Penalty: 3980.169434
	Iteration 47Q: 3 clusters Score -266539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -266539.781250 Penalty: 3980.169434
	Iteration 48F: 3 clusters Score -266539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Entering Unmasked Estep 
Score: -3997837.000000 Penalty: 2608.952637
	Iteration 0F: 2 clusters Score -3997837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3972512.000000 Penalty: 5217.905273
	Iteration 0F: 3 clusters Score -3972512 nChanged 16982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3981927.500000 Penalty: 5217.905273
	Iteration 1F: 3 clusters Score -3981928 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3982452.250000 Penalty: 5217.905273
	Iteration 2Q: 3 clusters Score -3982452 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3983051.500000 Penalty: 5217.905273
	Iteration 3Q: 3 clusters Score -3983052 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3983823.750000 Penalty: 5217.905273
	Iteration 4Q: 3 clusters Score -3983824 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3985068.500000 Penalty: 5217.905273
	Iteration 5F: 3 clusters Score -3985068 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3987158.750000 Penalty: 5217.905273
	Iteration 6F: 3 clusters Score -3987159 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3990029.750000 Penalty: 5217.905273
	Iteration 7F: 3 clusters Score -3990030 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -3992794.750000 Penalty: 5217.905273
	Iteration 8F: 3 clusters Score -3992795 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -3994542.750000 Penalty: 5217.905273
	Iteration 9Q: 3 clusters Score -3994543 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3995239.250000 Penalty: 5217.905273
	Iteration 10Q: 3 clusters Score -3995239 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -3995568.500000 Penalty: 5217.905273
	Iteration 11Q: 3 clusters Score -3995568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3995694.500000 Penalty: 5217.905273
	Iteration 12Q: 3 clusters Score -3995694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -3995782.500000 Penalty: 5217.905273
	Iteration 13Q: 3 clusters Score -3995782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -3995836.250000 Penalty: 5217.905273
	Iteration 14Q: 3 clusters Score -3995836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3995867.500000 Penalty: 5217.905273
	Iteration 15Q: 3 clusters Score -3995868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3995887.750000 Penalty: 5217.905273
	Iteration 16Q: 3 clusters Score -3995888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3995903.750000 Penalty: 5217.905273
	Iteration 17Q: 3 clusters Score -3995904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -3995907.000000 Penalty: 5217.905273
	Iteration 18Q: 3 clusters Score -3995907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -3995918.500000 Penalty: 5217.905273
	Iteration 19Q: 3 clusters Score -3995918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -3995931.000000 Penalty: 5217.905273
	Iteration 20F: 3 clusters Score -3995931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -3995933.000000 Penalty: 5217.905273
	Iteration 21Q: 3 clusters Score -3995933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -3995936.500000 Penalty: 5217.905273
	Iteration 22Q: 3 clusters Score -3995936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -3995936.500000 Penalty: 5217.905273
	Iteration 23F: 3 clusters Score -3995936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26407.537109 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26407.54 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 163 members 
Entering Unmasked Estep 
Score: -25092.302734 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25092.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25262.056641 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25262.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25408.992188 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25408.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25458.351562 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -25458.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25506.468750 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -25506.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25512.669922 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -25512.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25512.669922 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -25512.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Entering Unmasked Estep 
Score: -6978510.500000 Penalty: 2760.442139
	Iteration 0F: 2 clusters Score -6978510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -6932531.500000 Penalty: 5520.884277
	Iteration 0F: 3 clusters Score -6932532 nChanged 32016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -6950445.000000 Penalty: 5520.884277
	Iteration 1F: 3 clusters Score -6950445 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6950970.000000 Penalty: 5520.884277
	Iteration 2Q: 3 clusters Score -6950970 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -6951470.500000 Penalty: 5520.884277
	Iteration 3Q: 3 clusters Score -6951470 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -6951803.000000 Penalty: 5520.884277
	Iteration 4Q: 3 clusters Score -6951803 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -6952246.000000 Penalty: 5520.884277
	Iteration 5Q: 3 clusters Score -6952246 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -6952742.500000 Penalty: 5520.884277
	Iteration 6Q: 3 clusters Score -6952742 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -6953362.000000 Penalty: 5520.884277
	Iteration 7Q: 3 clusters Score -6953362 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6954483.000000 Penalty: 5520.884277
	Iteration 8Q: 3 clusters Score -6954483 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -6956677.000000 Penalty: 5520.884277
	Iteration 9F: 3 clusters Score -6956677 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6960332.000000 Penalty: 5520.884277
	Iteration 10F: 3 clusters Score -6960332 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6965540.500000 Penalty: 5520.884277
	Iteration 11F: 3 clusters Score -6965540 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -6970895.000000 Penalty: 5520.884277
	Iteration 12F: 3 clusters Score -6970895 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6974137.500000 Penalty: 5520.884277
	Iteration 13Q: 3 clusters Score -6974138 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6975473.000000 Penalty: 5520.884277
	Iteration 14Q: 3 clusters Score -6975473 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6975859.000000 Penalty: 5520.884277
	Iteration 15Q: 3 clusters Score -6975859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6975980.000000 Penalty: 5520.884277
	Iteration 16Q: 3 clusters Score -6975980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6976041.500000 Penalty: 5520.884277
	Iteration 17Q: 3 clusters Score -6976042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6976068.000000 Penalty: 5520.884277
	Iteration 18Q: 3 clusters Score -6976068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6976083.500000 Penalty: 5520.884277
	Iteration 19Q: 3 clusters Score -6976084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6976091.500000 Penalty: 5520.884277
	Iteration 20F: 3 clusters Score -6976092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6976113.500000 Penalty: 5520.884277
	Iteration 21Q: 3 clusters Score -6976114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6976112.500000 Penalty: 5520.884277
	Iteration 22Q: 3 clusters Score -6976112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6976112.000000 Penalty: 5520.884277
	Iteration 23Q: 3 clusters Score -6976112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6976115.000000 Penalty: 5520.884277
	Iteration 24Q: 3 clusters Score -6976115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6976109.500000 Penalty: 5520.884277
	Iteration 25Q: 3 clusters Score -6976110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6976109.500000 Penalty: 5520.884277
	Iteration 26Q: 3 clusters Score -6976110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6976114.500000 Penalty: 5520.884277
	Iteration 27Q: 3 clusters Score -6976114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6976114.500000 Penalty: 5520.884277
	Iteration 28F: 3 clusters Score -6976114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -1561456.625000 Penalty: 2378.949219
	Iteration 0F: 2 clusters Score -1561457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1550816.250000 Penalty: 4757.898438
	Iteration 0F: 3 clusters Score -1550816 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1554074.625000 Penalty: 4757.898438
	Iteration 1F: 3 clusters Score -1554075 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1554380.000000 Penalty: 4757.898438
	Iteration 2F: 3 clusters Score -1554380 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1554615.500000 Penalty: 4757.898438
	Iteration 3Q: 3 clusters Score -1554616 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1554794.000000 Penalty: 4757.898438
	Iteration 4Q: 3 clusters Score -1554794 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1554938.375000 Penalty: 4757.898438
	Iteration 5Q: 3 clusters Score -1554938 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1555074.125000 Penalty: 4757.898438
	Iteration 6Q: 3 clusters Score -1555074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1555212.375000 Penalty: 4757.898438
	Iteration 7Q: 3 clusters Score -1555212 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1555352.125000 Penalty: 4757.898438
	Iteration 8Q: 3 clusters Score -1555352 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1555517.625000 Penalty: 4757.898438
	Iteration 9Q: 3 clusters Score -1555518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1555705.125000 Penalty: 4757.898438
	Iteration 10Q: 3 clusters Score -1555705 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1555937.875000 Penalty: 4757.898438
	Iteration 11Q: 3 clusters Score -1555938 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1556201.875000 Penalty: 4757.898438
	Iteration 12Q: 3 clusters Score -1556202 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1556510.750000 Penalty: 4757.898438
	Iteration 13Q: 3 clusters Score -1556511 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1556854.625000 Penalty: 4757.898438
	Iteration 14Q: 3 clusters Score -1556855 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1557296.125000 Penalty: 4757.898438
	Iteration 15Q: 3 clusters Score -1557296 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1557714.375000 Penalty: 4757.898438
	Iteration 16Q: 3 clusters Score -1557714 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1558052.125000 Penalty: 4757.898438
	Iteration 17Q: 3 clusters Score -1558052 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1558309.250000 Penalty: 4757.898438
	Iteration 18Q: 3 clusters Score -1558309 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1558549.000000 Penalty: 4757.898438
	Iteration 19Q: 3 clusters Score -1558549 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1558736.125000 Penalty: 4757.898438
	Iteration 20F: 3 clusters Score -1558736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1558891.500000 Penalty: 4757.898438
	Iteration 21Q: 3 clusters Score -1558892 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1559023.000000 Penalty: 4757.898438
	Iteration 22Q: 3 clusters Score -1559023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1559108.750000 Penalty: 4757.898438
	Iteration 23Q: 3 clusters Score -1559109 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1559159.875000 Penalty: 4757.898438
	Iteration 24Q: 3 clusters Score -1559160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1559202.625000 Penalty: 4757.898438
	Iteration 25Q: 3 clusters Score -1559203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1559225.000000 Penalty: 4757.898438
	Iteration 26Q: 3 clusters Score -1559225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1559245.750000 Penalty: 4757.898438
	Iteration 27Q: 3 clusters Score -1559246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1559272.875000 Penalty: 4757.898438
	Iteration 28Q: 3 clusters Score -1559273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1559284.250000 Penalty: 4757.898438
	Iteration 29Q: 3 clusters Score -1559284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1559295.875000 Penalty: 4757.898438
	Iteration 30Q: 3 clusters Score -1559296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1559308.000000 Penalty: 4757.898438
	Iteration 31Q: 3 clusters Score -1559308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1559317.250000 Penalty: 4757.898438
	Iteration 32Q: 3 clusters Score -1559317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1559328.500000 Penalty: 4757.898438
	Iteration 33Q: 3 clusters Score -1559328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1559332.250000 Penalty: 4757.898438
	Iteration 34Q: 3 clusters Score -1559332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1559336.500000 Penalty: 4757.898438
	Iteration 35Q: 3 clusters Score -1559336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1559340.375000 Penalty: 4757.898438
	Iteration 36Q: 3 clusters Score -1559340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1559346.125000 Penalty: 4757.898438
	Iteration 37Q: 3 clusters Score -1559346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1559345.000000 Penalty: 4757.898438
	Iteration 38Q: 3 clusters Score -1559345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1559346.750000 Penalty: 4757.898438
	Iteration 39Q: 3 clusters Score -1559347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1559347.375000 Penalty: 4757.898438
	Iteration 40F: 3 clusters Score -1559347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1559347.625000 Penalty: 4757.898438
	Iteration 41Q: 3 clusters Score -1559348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1559348.500000 Penalty: 4757.898438
	Iteration 42Q: 3 clusters Score -1559348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1559348.750000 Penalty: 4757.898438
	Iteration 43Q: 3 clusters Score -1559349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1559348.750000 Penalty: 4757.898438
	Iteration 44F: 3 clusters Score -1559349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -239629.328125 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -239629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -236777.734375 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -236777.7 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -237356.984375 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -237357 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -237553.328125 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -237553.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -237734.765625 Penalty: 3846.010010
	Iteration 3F: 3 clusters Score -237734.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237948.796875 Penalty: 3846.010010
	Iteration 4F: 3 clusters Score -237948.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -238114.359375 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -238114.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -238287.234375 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -238287.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238515.125000 Penalty: 3846.010010
	Iteration 7F: 3 clusters Score -238515.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -238805.812500 Penalty: 3846.010010
	Iteration 8F: 3 clusters Score -238805.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239126.203125 Penalty: 3846.010010
	Iteration 9F: 3 clusters Score -239126.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -239332.000000 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -239332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -239421.265625 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -239421.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239454.546875 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -239454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -239466.859375 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -239466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -239475.437500 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -239475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -239483.421875 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -239483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -239491.187500 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -239491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -239496.000000 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -239496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -239497.984375 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -239498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -239500.734375 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -239500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -239500.562500 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -239500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Entering Unmasked Estep 
Score: -8405584.000000 Penalty: 2793.729980
	Iteration 0F: 2 clusters Score -8405584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -8353376.500000 Penalty: 5587.459961
	Iteration 0F: 3 clusters Score -8353376 nChanged 36619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -8373979.500000 Penalty: 5587.459961
	Iteration 1F: 3 clusters Score -8373980 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -8374897.000000 Penalty: 5587.459961
	Iteration 2Q: 3 clusters Score -8374897 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -8376063.500000 Penalty: 5587.459961
	Iteration 3Q: 3 clusters Score -8376064 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -8377801.000000 Penalty: 5587.459961
	Iteration 4Q: 3 clusters Score -8377801 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -8380131.000000 Penalty: 5587.459961
	Iteration 5F: 3 clusters Score -8380131 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -8383152.000000 Penalty: 5587.459961
	Iteration 6F: 3 clusters Score -8383152 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8387062.500000 Penalty: 5587.459961
	Iteration 7F: 3 clusters Score -8387062 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8391114.000000 Penalty: 5587.459961
	Iteration 8F: 3 clusters Score -8391114 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8393870.000000 Penalty: 5587.459961
	Iteration 9F: 3 clusters Score -8393870 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -8395048.000000 Penalty: 5587.459961
	Iteration 10Q: 3 clusters Score -8395048 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -8395503.000000 Penalty: 5587.459961
	Iteration 11Q: 3 clusters Score -8395503 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -8395844.000000 Penalty: 5587.459961
	Iteration 12Q: 3 clusters Score -8395844 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -8396184.000000 Penalty: 5587.459961
	Iteration 13Q: 3 clusters Score -8396184 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -8396477.000000 Penalty: 5587.459961
	Iteration 14Q: 3 clusters Score -8396477 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -8396713.000000 Penalty: 5587.459961
	Iteration 15Q: 3 clusters Score -8396713 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -8396961.000000 Penalty: 5587.459961
	Iteration 16Q: 3 clusters Score -8396961 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -8397277.000000 Penalty: 5587.459961
	Iteration 17Q: 3 clusters Score -8397277 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -8397560.000000 Penalty: 5587.459961
	Iteration 18Q: 3 clusters Score -8397560 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -8397818.000000 Penalty: 5587.459961
	Iteration 19Q: 3 clusters Score -8397818 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -8398096.000000 Penalty: 5587.459961
	Iteration 20F: 3 clusters Score -8398096 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -8398330.000000 Penalty: 5587.459961
	Iteration 21Q: 3 clusters Score -8398330 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -8398598.000000 Penalty: 5587.459961
	Iteration 22Q: 3 clusters Score -8398598 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -8398906.000000 Penalty: 5587.459961
	Iteration 23Q: 3 clusters Score -8398906 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -8399147.000000 Penalty: 5587.459961
	Iteration 24Q: 3 clusters Score -8399147 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -8399429.000000 Penalty: 5587.459961
	Iteration 25Q: 3 clusters Score -8399429 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8399711.000000 Penalty: 5587.459961
	Iteration 26Q: 3 clusters Score -8399711 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -8400028.000000 Penalty: 5587.459961
	Iteration 27Q: 3 clusters Score -8400028 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -8400288.000000 Penalty: 5587.459961
	Iteration 28Q: 3 clusters Score -8400288 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -8400544.000000 Penalty: 5587.459961
	Iteration 29Q: 3 clusters Score -8400544 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -8400807.000000 Penalty: 5587.459961
	Iteration 30Q: 3 clusters Score -8400807 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -8401027.000000 Penalty: 5587.459961
	Iteration 31Q: 3 clusters Score -8401027 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -8401250.000000 Penalty: 5587.459961
	Iteration 32Q: 3 clusters Score -8401250 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -8401477.000000 Penalty: 5587.459961
	Iteration 33Q: 3 clusters Score -8401477 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -8401680.000000 Penalty: 5587.459961
	Iteration 34Q: 3 clusters Score -8401680 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8401891.000000 Penalty: 5587.459961
	Iteration 35Q: 3 clusters Score -8401891 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -8402091.000000 Penalty: 5587.459961
	Iteration 36Q: 3 clusters Score -8402091 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -8402300.000000 Penalty: 5587.459961
	Iteration 37Q: 3 clusters Score -8402300 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -8402479.000000 Penalty: 5587.459961
	Iteration 38Q: 3 clusters Score -8402479 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -8402663.000000 Penalty: 5587.459961
	Iteration 39Q: 3 clusters Score -8402663 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -8402859.000000 Penalty: 5587.459961
	Iteration 40F: 3 clusters Score -8402859 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -8403003.000000 Penalty: 5587.459961
	Iteration 41Q: 3 clusters Score -8403003 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -8403136.000000 Penalty: 5587.459961
	Iteration 42Q: 3 clusters Score -8403136 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -8403291.000000 Penalty: 5587.459961
	Iteration 43Q: 3 clusters Score -8403291 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -8403460.000000 Penalty: 5587.459961
	Iteration 44Q: 3 clusters Score -8403460 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8403630.000000 Penalty: 5587.459961
	Iteration 45Q: 3 clusters Score -8403630 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -8403718.000000 Penalty: 5587.459961
	Iteration 46Q: 3 clusters Score -8403718 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -8403828.000000 Penalty: 5587.459961
	Iteration 47Q: 3 clusters Score -8403828 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -8403907.000000 Penalty: 5587.459961
	Iteration 48Q: 3 clusters Score -8403907 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -8403952.000000 Penalty: 5587.459961
	Iteration 49Q: 3 clusters Score -8403952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -8404011.000000 Penalty: 5587.459961
	Iteration 50Q: 3 clusters Score -8404011 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -8404030.000000 Penalty: 5587.459961
	Iteration 51Q: 3 clusters Score -8404030 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -8404072.000000 Penalty: 5587.459961
	Iteration 52Q: 3 clusters Score -8404072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -8404106.000000 Penalty: 5587.459961
	Iteration 53Q: 3 clusters Score -8404106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -8404108.000000 Penalty: 5587.459961
	Iteration 54Q: 3 clusters Score -8404108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -8404132.000000 Penalty: 5587.459961
	Iteration 55Q: 3 clusters Score -8404132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -8404125.000000 Penalty: 5587.459961
	Iteration 56Q: 3 clusters Score -8404125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -8404135.000000 Penalty: 5587.459961
	Iteration 57Q: 3 clusters Score -8404135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -8404158.000000 Penalty: 5587.459961
	Iteration 58Q: 3 clusters Score -8404158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -8404183.000000 Penalty: 5587.459961
	Iteration 59Q: 3 clusters Score -8404183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -8404193.000000 Penalty: 5587.459961
	Iteration 60F: 3 clusters Score -8404193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -8404217.000000 Penalty: 5587.459961
	Iteration 61Q: 3 clusters Score -8404217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -8404224.000000 Penalty: 5587.459961
	Iteration 62Q: 3 clusters Score -8404224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -8404235.000000 Penalty: 5587.459961
	Iteration 63Q: 3 clusters Score -8404235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -8404231.000000 Penalty: 5587.459961
	Iteration 64Q: 3 clusters Score -8404231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -8404235.000000 Penalty: 5587.459961
	Iteration 65Q: 3 clusters Score -8404235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -8404244.000000 Penalty: 5587.459961
	Iteration 66Q: 3 clusters Score -8404244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -8404240.000000 Penalty: 5587.459961
	Iteration 67Q: 3 clusters Score -8404240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -8404233.000000 Penalty: 5587.459961
	Iteration 68Q: 3 clusters Score -8404233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -8404259.000000 Penalty: 5587.459961
	Iteration 69Q: 3 clusters Score -8404259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -8404246.000000 Penalty: 5587.459961
	Iteration 70Q: 3 clusters Score -8404246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -8404241.000000 Penalty: 5587.459961
	Iteration 71Q: 3 clusters Score -8404241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -8404240.000000 Penalty: 5587.459961
	Iteration 72Q: 3 clusters Score -8404240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -8404251.000000 Penalty: 5587.459961
	Iteration 73Q: 3 clusters Score -8404251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -8404243.000000 Penalty: 5587.459961
	Iteration 74Q: 3 clusters Score -8404243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -8404248.000000 Penalty: 5587.459961
	Iteration 75Q: 3 clusters Score -8404248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -8404233.000000 Penalty: 5587.459961
	Iteration 76Q: 3 clusters Score -8404233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -8404242.000000 Penalty: 5587.459961
	Iteration 77Q: 3 clusters Score -8404242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -8404261.000000 Penalty: 5587.459961
	Iteration 78Q: 3 clusters Score -8404261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -8404269.000000 Penalty: 5587.459961
	Iteration 79Q: 3 clusters Score -8404269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -8404276.000000 Penalty: 5587.459961
	Iteration 80F: 3 clusters Score -8404276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -8404278.000000 Penalty: 5587.459961
	Iteration 81Q: 3 clusters Score -8404278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -8404287.000000 Penalty: 5587.459961
	Iteration 82Q: 3 clusters Score -8404287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -8404290.000000 Penalty: 5587.459961
	Iteration 83Q: 3 clusters Score -8404290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -8404291.000000 Penalty: 5587.459961
	Iteration 84Q: 3 clusters Score -8404291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -8404282.000000 Penalty: 5587.459961
	Iteration 85Q: 3 clusters Score -8404282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -8404285.000000 Penalty: 5587.459961
	Iteration 86Q: 3 clusters Score -8404285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -8404292.000000 Penalty: 5587.459961
	Iteration 87Q: 3 clusters Score -8404292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -8404299.000000 Penalty: 5587.459961
	Iteration 88Q: 3 clusters Score -8404299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -8404303.000000 Penalty: 5587.459961
	Iteration 89Q: 3 clusters Score -8404303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -8404298.000000 Penalty: 5587.459961
	Iteration 90Q: 3 clusters Score -8404298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -8404299.000000 Penalty: 5587.459961
	Iteration 91Q: 3 clusters Score -8404299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -8404302.000000 Penalty: 5587.459961
	Iteration 92Q: 3 clusters Score -8404302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -8404299.000000 Penalty: 5587.459961
	Iteration 93Q: 3 clusters Score -8404299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -8404295.000000 Penalty: 5587.459961
	Iteration 94Q: 3 clusters Score -8404295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -8404307.000000 Penalty: 5587.459961
	Iteration 95Q: 3 clusters Score -8404307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -8404303.000000 Penalty: 5587.459961
	Iteration 96Q: 3 clusters Score -8404303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -8404297.000000 Penalty: 5587.459961
	Iteration 97Q: 3 clusters Score -8404297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -8404291.000000 Penalty: 5587.459961
	Iteration 98Q: 3 clusters Score -8404291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -8404300.000000 Penalty: 5587.459961
	Iteration 99Q: 3 clusters Score -8404300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -8404309.000000 Penalty: 5587.459961
	Iteration 100F: 3 clusters Score -8404309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -8404309.000000 Penalty: 5587.459961
	Iteration 101Q: 3 clusters Score -8404309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -8404310.000000 Penalty: 5587.459961
	Iteration 102Q: 3 clusters Score -8404310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -8404319.000000 Penalty: 5587.459961
	Iteration 103Q: 3 clusters Score -8404319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -8404329.000000 Penalty: 5587.459961
	Iteration 104Q: 3 clusters Score -8404329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -8404331.000000 Penalty: 5587.459961
	Iteration 105Q: 3 clusters Score -8404331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -8404329.000000 Penalty: 5587.459961
	Iteration 106Q: 3 clusters Score -8404329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -8404327.000000 Penalty: 5587.459961
	Iteration 107Q: 3 clusters Score -8404327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -8404328.000000 Penalty: 5587.459961
	Iteration 108Q: 3 clusters Score -8404328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -8404327.000000 Penalty: 5587.459961
	Iteration 109Q: 3 clusters Score -8404327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -8404322.000000 Penalty: 5587.459961
	Iteration 110Q: 3 clusters Score -8404322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -8404322.000000 Penalty: 5587.459961
	Iteration 111F: 3 clusters Score -8404322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -71985.031250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -71985.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70239.515625 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -70239.52 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70544.835938 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -70544.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70675.921875 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -70675.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70816.335938 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -70816.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -71073.851562 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -71073.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71199.453125 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -71199.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71314.898438 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -71314.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71439.093750 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -71439.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71486.804688 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -71486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71519.585938 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -71519.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71548.328125 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -71548.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71572.507812 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -71572.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71589.296875 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -71589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -71597.234375 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -71597.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -71601.328125 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -71601.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71607.554688 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -71607.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71614.445312 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -71614.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71616.250000 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -71616.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71621.593750 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -71621.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71627.445312 Penalty: 3318.657715
	Iteration 19Q: 3 clusters Score -71627.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71631.335938 Penalty: 3318.657715
	Iteration 20F: 3 clusters Score -71631.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71634.351562 Penalty: 3318.657715
	Iteration 21Q: 3 clusters Score -71634.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71638.625000 Penalty: 3318.657715
	Iteration 22Q: 3 clusters Score -71638.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -71641.078125 Penalty: 3318.657715
	Iteration 23Q: 3 clusters Score -71641.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71644.937500 Penalty: 3318.657715
	Iteration 24Q: 3 clusters Score -71644.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71650.640625 Penalty: 3318.657715
	Iteration 25Q: 3 clusters Score -71650.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -71656.414062 Penalty: 3318.657715
	Iteration 26Q: 3 clusters Score -71656.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -71667.671875 Penalty: 3318.657715
	Iteration 27Q: 3 clusters Score -71667.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71691.804688 Penalty: 3318.657715
	Iteration 28Q: 3 clusters Score -71691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71723.554688 Penalty: 3318.657715
	Iteration 29Q: 3 clusters Score -71723.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71737.812500 Penalty: 3318.657715
	Iteration 30Q: 3 clusters Score -71737.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71747.789062 Penalty: 3318.657715
	Iteration 31Q: 3 clusters Score -71747.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71761.757812 Penalty: 3318.657715
	Iteration 32Q: 3 clusters Score -71761.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71765.601562 Penalty: 3318.657715
	Iteration 33Q: 3 clusters Score -71765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71767.843750 Penalty: 3318.657715
	Iteration 34Q: 3 clusters Score -71767.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71769.140625 Penalty: 3318.657715
	Iteration 35Q: 3 clusters Score -71769.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71771.328125 Penalty: 3318.657715
	Iteration 36Q: 3 clusters Score -71771.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71774.710938 Penalty: 3318.657715
	Iteration 37Q: 3 clusters Score -71774.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71781.562500 Penalty: 3318.657715
	Iteration 38Q: 3 clusters Score -71781.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71787.781250 Penalty: 3318.657715
	Iteration 39Q: 3 clusters Score -71787.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71796.882812 Penalty: 3318.657715
	Iteration 40F: 3 clusters Score -71796.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71808.000000 Penalty: 3318.657715
	Iteration 41Q: 3 clusters Score -71808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71817.601562 Penalty: 3318.657715
	Iteration 42Q: 3 clusters Score -71817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71834.640625 Penalty: 3318.657715
	Iteration 43Q: 3 clusters Score -71834.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71847.179688 Penalty: 3318.657715
	Iteration 44Q: 3 clusters Score -71847.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71860.421875 Penalty: 3318.657715
	Iteration 45Q: 3 clusters Score -71860.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71873.617188 Penalty: 3318.657715
	Iteration 46Q: 3 clusters Score -71873.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71892.695312 Penalty: 3318.657715
	Iteration 47Q: 3 clusters Score -71892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71907.039062 Penalty: 3318.657715
	Iteration 48Q: 3 clusters Score -71907.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71932.851562 Penalty: 3318.657715
	Iteration 49Q: 3 clusters Score -71932.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71958.937500 Penalty: 3318.657715
	Iteration 50Q: 3 clusters Score -71958.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71998.164062 Penalty: 3318.657715
	Iteration 51Q: 3 clusters Score -71998.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72067.242188 Penalty: 3318.657715
	Iteration 52Q: 3 clusters Score -72067.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72149.859375 Penalty: 3318.657715
	Iteration 53Q: 3 clusters Score -72149.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72182.609375 Penalty: 3318.657715
	Iteration 54Q: 3 clusters Score -72182.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72271.312500 Penalty: 3318.657715
	Iteration 55Q: 3 clusters Score -72271.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72303.078125 Penalty: 3318.657715
	Iteration 56Q: 3 clusters Score -72303.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72303.078125 Penalty: 3318.657715
	Iteration 57F: 3 clusters Score -72303.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 212700 members 
Mstep: Class 3 contains 291513 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 28937 members 
Mstep: Class 8 contains 31913 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68242 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 78045 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 421448 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46570 members 
Mstep: Class 21 contains 199023 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 360 members 
Entering Unmasked Estep 
Score: -158381536.000000 Penalty: 88271.046875
Splitting cluster 16 changes total score from -158382880.000000 to -158381536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (421448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421448 members 
Entering Unmasked Estep 
Score: -44524188.000000 Penalty: 3211.959961
	Iteration 0F: 2 clusters Score -4.452419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210482 members 
Mstep: Class 2 contains 210966 members 
Entering Unmasked Estep 
Score: -44275100.000000 Penalty: 6423.919922
	Iteration 0F: 3 clusters Score -4.42751e+07 nChanged 205094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203000 members 
Mstep: Class 2 contains 218448 members 
Entering Unmasked Estep 
Score: -44397224.000000 Penalty: 6423.919922
	Iteration 1F: 3 clusters Score -4.439722e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199844 members 
Mstep: Class 2 contains 221604 members 
Entering Unmasked Estep 
Score: -44399060.000000 Penalty: 6423.919922
	Iteration 2Q: 3 clusters Score -4.439906e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195180 members 
Mstep: Class 2 contains 226268 members 
Entering Unmasked Estep 
Score: -44401276.000000 Penalty: 6423.919922
	Iteration 3Q: 3 clusters Score -4.440128e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188346 members 
Mstep: Class 2 contains 233102 members 
Entering Unmasked Estep 
Score: -44405040.000000 Penalty: 6423.919922
	Iteration 4Q: 3 clusters Score -4.440504e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 242946 members 
Entering Unmasked Estep 
Score: -44411600.000000 Penalty: 6423.919922
	Iteration 5Q: 3 clusters Score -4.44116e+07 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 256075 members 
Entering Unmasked Estep 
Score: -44423656.000000 Penalty: 6423.919922
	Iteration 6Q: 3 clusters Score -4.442366e+07 nChanged 25435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150488 members 
Mstep: Class 2 contains 270960 members 
Entering Unmasked Estep 
Score: -44442940.000000 Penalty: 6423.919922
	Iteration 7F: 3 clusters Score -4.444294e+07 nChanged 27942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 284012 members 
Entering Unmasked Estep 
Score: -44466184.000000 Penalty: 6423.919922
	Iteration 8F: 3 clusters Score -4.446618e+07 nChanged 25026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129638 members 
Mstep: Class 2 contains 291810 members 
Entering Unmasked Estep 
Score: -44481896.000000 Penalty: 6423.919922
	Iteration 9F: 3 clusters Score -4.44819e+07 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 296799 members 
Entering Unmasked Estep 
Score: -44487320.000000 Penalty: 6423.919922
	Iteration 10Q: 3 clusters Score -4.448732e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 301210 members 
Entering Unmasked Estep 
Score: -44489704.000000 Penalty: 6423.919922
	Iteration 11Q: 3 clusters Score -4.44897e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115721 members 
Mstep: Class 2 contains 305727 members 
Entering Unmasked Estep 
Score: -44491028.000000 Penalty: 6423.919922
	Iteration 12Q: 3 clusters Score -4.449103e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 310350 members 
Entering Unmasked Estep 
Score: -44491904.000000 Penalty: 6423.919922
	Iteration 13Q: 3 clusters Score -4.44919e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 315257 members 
Entering Unmasked Estep 
Score: -44493048.000000 Penalty: 6423.919922
	Iteration 14Q: 3 clusters Score -4.449305e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 320450 members 
Entering Unmasked Estep 
Score: -44494536.000000 Penalty: 6423.919922
	Iteration 15Q: 3 clusters Score -4.449454e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 325946 members 
Entering Unmasked Estep 
Score: -44495680.000000 Penalty: 6423.919922
	Iteration 16Q: 3 clusters Score -4.449568e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 331451 members 
Entering Unmasked Estep 
Score: -44496432.000000 Penalty: 6423.919922
	Iteration 17Q: 3 clusters Score -4.449643e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 336679 members 
Entering Unmasked Estep 
Score: -44497492.000000 Penalty: 6423.919922
	Iteration 18Q: 3 clusters Score -4.449749e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 341700 members 
Entering Unmasked Estep 
Score: -44498468.000000 Penalty: 6423.919922
	Iteration 19Q: 3 clusters Score -4.449847e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 346429 members 
Entering Unmasked Estep 
Score: -44499316.000000 Penalty: 6423.919922
	Iteration 20F: 3 clusters Score -4.449932e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 351043 members 
Entering Unmasked Estep 
Score: -44500360.000000 Penalty: 6423.919922
	Iteration 21Q: 3 clusters Score -4.450036e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 355399 members 
Entering Unmasked Estep 
Score: -44501188.000000 Penalty: 6423.919922
	Iteration 22Q: 3 clusters Score -4.450119e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 359452 members 
Entering Unmasked Estep 
Score: -44501780.000000 Penalty: 6423.919922
	Iteration 23Q: 3 clusters Score -4.450178e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 363336 members 
Entering Unmasked Estep 
Score: -44502480.000000 Penalty: 6423.919922
	Iteration 24Q: 3 clusters Score -4.450248e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 366902 members 
Entering Unmasked Estep 
Score: -44503032.000000 Penalty: 6423.919922
	Iteration 25Q: 3 clusters Score -4.450303e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 370234 members 
Entering Unmasked Estep 
Score: -44503628.000000 Penalty: 6423.919922
	Iteration 26Q: 3 clusters Score -4.450363e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 373435 members 
Entering Unmasked Estep 
Score: -44504128.000000 Penalty: 6423.919922
	Iteration 27Q: 3 clusters Score -4.450413e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 376480 members 
Entering Unmasked Estep 
Score: -44504560.000000 Penalty: 6423.919922
	Iteration 28Q: 3 clusters Score -4.450456e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 379327 members 
Entering Unmasked Estep 
Score: -44505184.000000 Penalty: 6423.919922
	Iteration 29Q: 3 clusters Score -4.450518e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 381987 members 
Entering Unmasked Estep 
Score: -44505580.000000 Penalty: 6423.919922
	Iteration 30Q: 3 clusters Score -4.450558e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 384522 members 
Entering Unmasked Estep 
Score: -44506184.000000 Penalty: 6423.919922
	Iteration 31Q: 3 clusters Score -4.450618e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 386983 members 
Entering Unmasked Estep 
Score: -44506376.000000 Penalty: 6423.919922
	Iteration 32Q: 3 clusters Score -4.450638e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 389326 members 
Entering Unmasked Estep 
Score: -44506892.000000 Penalty: 6423.919922
	Iteration 33Q: 3 clusters Score -4.450689e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 391645 members 
Entering Unmasked Estep 
Score: -44507600.000000 Penalty: 6423.919922
	Iteration 34Q: 3 clusters Score -4.45076e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 393821 members 
Entering Unmasked Estep 
Score: -44508184.000000 Penalty: 6423.919922
	Iteration 35Q: 3 clusters Score -4.450818e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 395936 members 
Entering Unmasked Estep 
Score: -44508728.000000 Penalty: 6423.919922
	Iteration 36Q: 3 clusters Score -4.450873e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 397929 members 
Entering Unmasked Estep 
Score: -44509312.000000 Penalty: 6423.919922
	Iteration 37Q: 3 clusters Score -4.450931e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 399740 members 
Entering Unmasked Estep 
Score: -44509892.000000 Penalty: 6423.919922
	Iteration 38Q: 3 clusters Score -4.450989e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 401530 members 
Entering Unmasked Estep 
Score: -44510620.000000 Penalty: 6423.919922
	Iteration 39Q: 3 clusters Score -4.451062e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 403160 members 
Entering Unmasked Estep 
Score: -44511108.000000 Penalty: 6423.919922
	Iteration 40F: 3 clusters Score -4.451111e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 404702 members 
Entering Unmasked Estep 
Score: -44511888.000000 Penalty: 6423.919922
	Iteration 41Q: 3 clusters Score -4.451189e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 406202 members 
Entering Unmasked Estep 
Score: -44512672.000000 Penalty: 6423.919922
	Iteration 42Q: 3 clusters Score -4.451267e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 407615 members 
Entering Unmasked Estep 
Score: -44513264.000000 Penalty: 6423.919922
	Iteration 43Q: 3 clusters Score -4.451326e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 408926 members 
Entering Unmasked Estep 
Score: -44513808.000000 Penalty: 6423.919922
	Iteration 44Q: 3 clusters Score -4.451381e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 410153 members 
Entering Unmasked Estep 
Score: -44514636.000000 Penalty: 6423.919922
	Iteration 45Q: 3 clusters Score -4.451464e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 411276 members 
Entering Unmasked Estep 
Score: -44515340.000000 Penalty: 6423.919922
	Iteration 46Q: 3 clusters Score -4.451534e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 412269 members 
Entering Unmasked Estep 
Score: -44516044.000000 Penalty: 6423.919922
	Iteration 47Q: 3 clusters Score -4.451604e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 413180 members 
Entering Unmasked Estep 
Score: -44516536.000000 Penalty: 6423.919922
	Iteration 48Q: 3 clusters Score -4.451654e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 413981 members 
Entering Unmasked Estep 
Score: -44516952.000000 Penalty: 6423.919922
	Iteration 49Q: 3 clusters Score -4.451695e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 414691 members 
Entering Unmasked Estep 
Score: -44517412.000000 Penalty: 6423.919922
	Iteration 50Q: 3 clusters Score -4.451741e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 415322 members 
Entering Unmasked Estep 
Score: -44517896.000000 Penalty: 6423.919922
	Iteration 51Q: 3 clusters Score -4.45179e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 415892 members 
Entering Unmasked Estep 
Score: -44518252.000000 Penalty: 6423.919922
	Iteration 52Q: 3 clusters Score -4.451825e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 416385 members 
Entering Unmasked Estep 
Score: -44518500.000000 Penalty: 6423.919922
	Iteration 53Q: 3 clusters Score -4.45185e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 416834 members 
Entering Unmasked Estep 
Score: -44518816.000000 Penalty: 6423.919922
	Iteration 54Q: 3 clusters Score -4.451882e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 417225 members 
Entering Unmasked Estep 
Score: -44519128.000000 Penalty: 6423.919922
	Iteration 55Q: 3 clusters Score -4.451913e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 417569 members 
Entering Unmasked Estep 
Score: -44519416.000000 Penalty: 6423.919922
	Iteration 56Q: 3 clusters Score -4.451942e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 417865 members 
Entering Unmasked Estep 
Score: -44519564.000000 Penalty: 6423.919922
	Iteration 57Q: 3 clusters Score -4.451956e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 418146 members 
Entering Unmasked Estep 
Score: -44519872.000000 Penalty: 6423.919922
	Iteration 58Q: 3 clusters Score -4.451987e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 418387 members 
Entering Unmasked Estep 
Score: -44520092.000000 Penalty: 6423.919922
	Iteration 59Q: 3 clusters Score -4.452009e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 418595 members 
Entering Unmasked Estep 
Score: -44520228.000000 Penalty: 6423.919922
	Iteration 60F: 3 clusters Score -4.452023e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 418767 members 
Entering Unmasked Estep 
Score: -44520336.000000 Penalty: 6423.919922
	Iteration 61Q: 3 clusters Score -4.452034e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 418929 members 
Entering Unmasked Estep 
Score: -44520524.000000 Penalty: 6423.919922
	Iteration 62Q: 3 clusters Score -4.452052e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 419060 members 
Entering Unmasked Estep 
Score: -44520604.000000 Penalty: 6423.919922
	Iteration 63Q: 3 clusters Score -4.45206e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 419162 members 
Entering Unmasked Estep 
Score: -44520668.000000 Penalty: 6423.919922
	Iteration 64Q: 3 clusters Score -4.452067e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 419262 members 
Entering Unmasked Estep 
Score: -44520732.000000 Penalty: 6423.919922
	Iteration 65Q: 3 clusters Score -4.452073e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 419346 members 
Entering Unmasked Estep 
Score: -44520776.000000 Penalty: 6423.919922
	Iteration 66Q: 3 clusters Score -4.452078e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 419408 members 
Entering Unmasked Estep 
Score: -44520824.000000 Penalty: 6423.919922
	Iteration 67Q: 3 clusters Score -4.452082e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 419470 members 
Entering Unmasked Estep 
Score: -44520908.000000 Penalty: 6423.919922
	Iteration 68Q: 3 clusters Score -4.452091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 419533 members 
Entering Unmasked Estep 
Score: -44520844.000000 Penalty: 6423.919922
	Iteration 69Q: 3 clusters Score -4.452084e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 419585 members 
Entering Unmasked Estep 
Score: -44520872.000000 Penalty: 6423.919922
	Iteration 70Q: 3 clusters Score -4.452087e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 419621 members 
Entering Unmasked Estep 
Score: -44520872.000000 Penalty: 6423.919922
	Iteration 71Q: 3 clusters Score -4.452087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 419654 members 
Entering Unmasked Estep 
Score: -44520896.000000 Penalty: 6423.919922
	Iteration 72Q: 3 clusters Score -4.45209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 419691 members 
Entering Unmasked Estep 
Score: -44520904.000000 Penalty: 6423.919922
	Iteration 73Q: 3 clusters Score -4.45209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 419717 members 
Entering Unmasked Estep 
Score: -44520948.000000 Penalty: 6423.919922
	Iteration 74Q: 3 clusters Score -4.452095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 419757 members 
Entering Unmasked Estep 
Score: -44520976.000000 Penalty: 6423.919922
	Iteration 75Q: 3 clusters Score -4.452098e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 419789 members 
Entering Unmasked Estep 
Score: -44521016.000000 Penalty: 6423.919922
	Iteration 76Q: 3 clusters Score -4.452102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 419810 members 
Entering Unmasked Estep 
Score: -44521032.000000 Penalty: 6423.919922
	Iteration 77Q: 3 clusters Score -4.452103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 419828 members 
Entering Unmasked Estep 
Score: -44521020.000000 Penalty: 6423.919922
	Iteration 78Q: 3 clusters Score -4.452102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 419837 members 
Entering Unmasked Estep 
Score: -44521004.000000 Penalty: 6423.919922
	Iteration 79Q: 3 clusters Score -4.4521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 419843 members 
Entering Unmasked Estep 
Score: -44521012.000000 Penalty: 6423.919922
	Iteration 80F: 3 clusters Score -4.452101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 419849 members 
Entering Unmasked Estep 
Score: -44521000.000000 Penalty: 6423.919922
	Iteration 81Q: 3 clusters Score -4.4521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 419853 members 
Entering Unmasked Estep 
Score: -44521004.000000 Penalty: 6423.919922
	Iteration 82Q: 3 clusters Score -4.4521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 419856 members 
Entering Unmasked Estep 
Score: -44520968.000000 Penalty: 6423.919922
	Iteration 83Q: 3 clusters Score -4.452097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 419859 members 
Entering Unmasked Estep 
Score: -44521012.000000 Penalty: 6423.919922
	Iteration 84Q: 3 clusters Score -4.452101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 419860 members 
Entering Unmasked Estep 
Score: -44521000.000000 Penalty: 6423.919922
	Iteration 85Q: 3 clusters Score -4.4521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 419860 members 
Entering Unmasked Estep 
Score: -44521012.000000 Penalty: 6423.919922
	Iteration 86Q: 3 clusters Score -4.452101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 419861 members 
Entering Unmasked Estep 
Score: -44521000.000000 Penalty: 6423.919922
	Iteration 87Q: 3 clusters Score -4.4521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 419860 members 
Entering Unmasked Estep 
Score: -44520992.000000 Penalty: 6423.919922
	Iteration 88Q: 3 clusters Score -4.452099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 419862 members 
Entering Unmasked Estep 
Score: -44520992.000000 Penalty: 6423.919922
	Iteration 89Q: 3 clusters Score -4.452099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 419863 members 
Entering Unmasked Estep 
Score: -44520992.000000 Penalty: 6423.919922
	Iteration 90Q: 3 clusters Score -4.452099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 419863 members 
Entering Unmasked Estep 
Score: -44520988.000000 Penalty: 6423.919922
	Iteration 91Q: 3 clusters Score -4.452099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 419864 members 
Entering Unmasked Estep 
Score: -44520984.000000 Penalty: 6423.919922
	Iteration 92Q: 3 clusters Score -4.452098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 419864 members 
Entering Unmasked Estep 
Score: -44520984.000000 Penalty: 6423.919922
	Iteration 93F: 3 clusters Score -4.452098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -373285.218750 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -373285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -369533.250000 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -369533.2 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -370305.593750 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -370305.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -370533.062500 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -370533.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -370687.562500 Penalty: 4084.344238
	Iteration 3F: 3 clusters Score -370687.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -370798.187500 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -370798.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -370906.250000 Penalty: 4084.344238
	Iteration 5Q: 3 clusters Score -370906.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -371008.250000 Penalty: 4084.344238
	Iteration 6Q: 3 clusters Score -371008.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -371090.562500 Penalty: 4084.344238
	Iteration 7Q: 3 clusters Score -371090.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -371171.781250 Penalty: 4084.344238
	Iteration 8Q: 3 clusters Score -371171.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -371256.562500 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -371256.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -371331.281250 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -371331.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -371409.531250 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -371409.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -371476.656250 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -371476.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -371527.781250 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -371527.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -371566.562500 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -371566.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -371604.875000 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -371604.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -371641.968750 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -371642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -371667.437500 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -371667.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -371688.750000 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -371688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -371705.312500 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -371705.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -371720.312500 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -371720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -371733.843750 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -371733.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -371751.656250 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -371751.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -371769.968750 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -371770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -371781.968750 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -371782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -371793.500000 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -371793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -371800.656250 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -371800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -371810.843750 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -371810.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -371817.000000 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -371817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -371821.781250 Penalty: 4084.344238
	Iteration 29Q: 3 clusters Score -371821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -371824.093750 Penalty: 4084.344238
	Iteration 30Q: 3 clusters Score -371824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -371824.906250 Penalty: 4084.344238
	Iteration 31Q: 3 clusters Score -371824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -371824.906250 Penalty: 4084.344238
	Iteration 32F: 3 clusters Score -371824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -43278.496094 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -43278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41784.441406 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -41784.44 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41961.367188 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -41961.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42020.347656 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -42020.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42045.996094 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -42046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42065.398438 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -42065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42075.460938 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -42075.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42076.476562 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -42076.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42077.675781 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -42077.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42077.675781 Penalty: 3081.452637
	Iteration 8F: 3 clusters Score -42077.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Entering Unmasked Estep 
Score: -5011878.000000 Penalty: 2665.680420
	Iteration 0F: 2 clusters Score -5011878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -4980363.000000 Penalty: 5331.360840
	Iteration 0F: 3 clusters Score -4980363 nChanged 21531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4992341.000000 Penalty: 5331.360840
	Iteration 1F: 3 clusters Score -4992341 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4992904.500000 Penalty: 5331.360840
	Iteration 2Q: 3 clusters Score -4992904 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -4993494.000000 Penalty: 5331.360840
	Iteration 3Q: 3 clusters Score -4993494 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4994146.500000 Penalty: 5331.360840
	Iteration 4Q: 3 clusters Score -4994146 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4994877.500000 Penalty: 5331.360840
	Iteration 5Q: 3 clusters Score -4994878 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -4995714.000000 Penalty: 5331.360840
	Iteration 6Q: 3 clusters Score -4995714 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4996816.000000 Penalty: 5331.360840
	Iteration 7Q: 3 clusters Score -4996816 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4998203.500000 Penalty: 5331.360840
	Iteration 8F: 3 clusters Score -4998204 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5000106.000000 Penalty: 5331.360840
	Iteration 9F: 3 clusters Score -5000106 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5002358.500000 Penalty: 5331.360840
	Iteration 10F: 3 clusters Score -5002358 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -5004212.500000 Penalty: 5331.360840
	Iteration 11F: 3 clusters Score -5004212 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5005332.500000 Penalty: 5331.360840
	Iteration 12Q: 3 clusters Score -5005332 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -5006049.500000 Penalty: 5331.360840
	Iteration 13Q: 3 clusters Score -5006050 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -5006474.500000 Penalty: 5331.360840
	Iteration 14Q: 3 clusters Score -5006474 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5006810.000000 Penalty: 5331.360840
	Iteration 15Q: 3 clusters Score -5006810 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -5007117.500000 Penalty: 5331.360840
	Iteration 16Q: 3 clusters Score -5007118 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5007369.000000 Penalty: 5331.360840
	Iteration 17Q: 3 clusters Score -5007369 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -5007569.500000 Penalty: 5331.360840
	Iteration 18Q: 3 clusters Score -5007570 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -5007780.000000 Penalty: 5331.360840
	Iteration 19Q: 3 clusters Score -5007780 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5008001.000000 Penalty: 5331.360840
	Iteration 20F: 3 clusters Score -5008001 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -5008174.000000 Penalty: 5331.360840
	Iteration 21Q: 3 clusters Score -5008174 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5008331.500000 Penalty: 5331.360840
	Iteration 22Q: 3 clusters Score -5008332 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -5008509.000000 Penalty: 5331.360840
	Iteration 23Q: 3 clusters Score -5008509 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5008638.500000 Penalty: 5331.360840
	Iteration 24Q: 3 clusters Score -5008638 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5008769.000000 Penalty: 5331.360840
	Iteration 25Q: 3 clusters Score -5008769 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -5008922.000000 Penalty: 5331.360840
	Iteration 26Q: 3 clusters Score -5008922 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -5009029.500000 Penalty: 5331.360840
	Iteration 27Q: 3 clusters Score -5009030 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5009128.000000 Penalty: 5331.360840
	Iteration 28Q: 3 clusters Score -5009128 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5009237.500000 Penalty: 5331.360840
	Iteration 29Q: 3 clusters Score -5009238 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -5009319.500000 Penalty: 5331.360840
	Iteration 30Q: 3 clusters Score -5009320 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -5009406.000000 Penalty: 5331.360840
	Iteration 31Q: 3 clusters Score -5009406 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5009475.500000 Penalty: 5331.360840
	Iteration 32Q: 3 clusters Score -5009476 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5009540.000000 Penalty: 5331.360840
	Iteration 33Q: 3 clusters Score -5009540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5009633.000000 Penalty: 5331.360840
	Iteration 34Q: 3 clusters Score -5009633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -5009670.000000 Penalty: 5331.360840
	Iteration 35Q: 3 clusters Score -5009670 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -5009732.500000 Penalty: 5331.360840
	Iteration 36Q: 3 clusters Score -5009732 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5009775.000000 Penalty: 5331.360840
	Iteration 37Q: 3 clusters Score -5009775 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5009836.000000 Penalty: 5331.360840
	Iteration 38Q: 3 clusters Score -5009836 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5009865.000000 Penalty: 5331.360840
	Iteration 39Q: 3 clusters Score -5009865 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5009889.000000 Penalty: 5331.360840
	Iteration 40F: 3 clusters Score -5009889 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5009917.000000 Penalty: 5331.360840
	Iteration 41Q: 3 clusters Score -5009917 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5009933.000000 Penalty: 5331.360840
	Iteration 42Q: 3 clusters Score -5009933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5009938.500000 Penalty: 5331.360840
	Iteration 43Q: 3 clusters Score -5009938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5009967.000000 Penalty: 5331.360840
	Iteration 44Q: 3 clusters Score -5009967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5009999.500000 Penalty: 5331.360840
	Iteration 45Q: 3 clusters Score -5010000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5010023.500000 Penalty: 5331.360840
	Iteration 46Q: 3 clusters Score -5010024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5010030.000000 Penalty: 5331.360840
	Iteration 47Q: 3 clusters Score -5010030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5010021.500000 Penalty: 5331.360840
	Iteration 48Q: 3 clusters Score -5010022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5010060.000000 Penalty: 5331.360840
	Iteration 49Q: 3 clusters Score -5010060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5010069.500000 Penalty: 5331.360840
	Iteration 50Q: 3 clusters Score -5010070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5010084.000000 Penalty: 5331.360840
	Iteration 51Q: 3 clusters Score -5010084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5010082.000000 Penalty: 5331.360840
	Iteration 52Q: 3 clusters Score -5010082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5010103.500000 Penalty: 5331.360840
	Iteration 53Q: 3 clusters Score -5010104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5010091.000000 Penalty: 5331.360840
	Iteration 54Q: 3 clusters Score -5010091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5010091.500000 Penalty: 5331.360840
	Iteration 55Q: 3 clusters Score -5010092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5010107.000000 Penalty: 5331.360840
	Iteration 56Q: 3 clusters Score -5010107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5010128.500000 Penalty: 5331.360840
	Iteration 57Q: 3 clusters Score -5010128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5010151.000000 Penalty: 5331.360840
	Iteration 58Q: 3 clusters Score -5010151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5010149.500000 Penalty: 5331.360840
	Iteration 59Q: 3 clusters Score -5010150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5010168.500000 Penalty: 5331.360840
	Iteration 60F: 3 clusters Score -5010168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5010160.000000 Penalty: 5331.360840
	Iteration 61Q: 3 clusters Score -5010160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5010178.000000 Penalty: 5331.360840
	Iteration 62Q: 3 clusters Score -5010178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5010180.500000 Penalty: 5331.360840
	Iteration 63Q: 3 clusters Score -5010180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5010185.500000 Penalty: 5331.360840
	Iteration 64Q: 3 clusters Score -5010186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5010185.500000 Penalty: 5331.360840
	Iteration 65Q: 3 clusters Score -5010186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5010186.500000 Penalty: 5331.360840
	Iteration 66Q: 3 clusters Score -5010186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5010198.000000 Penalty: 5331.360840
	Iteration 67Q: 3 clusters Score -5010198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5010204.000000 Penalty: 5331.360840
	Iteration 68Q: 3 clusters Score -5010204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5010199.000000 Penalty: 5331.360840
	Iteration 69Q: 3 clusters Score -5010199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5010196.500000 Penalty: 5331.360840
	Iteration 70Q: 3 clusters Score -5010196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5010195.000000 Penalty: 5331.360840
	Iteration 71Q: 3 clusters Score -5010195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5010195.500000 Penalty: 5331.360840
	Iteration 72Q: 3 clusters Score -5010196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5010202.500000 Penalty: 5331.360840
	Iteration 73Q: 3 clusters Score -5010202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5010210.500000 Penalty: 5331.360840
	Iteration 74Q: 3 clusters Score -5010210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5010204.500000 Penalty: 5331.360840
	Iteration 75Q: 3 clusters Score -5010204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5010213.000000 Penalty: 5331.360840
	Iteration 76Q: 3 clusters Score -5010213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5010208.000000 Penalty: 5331.360840
	Iteration 77Q: 3 clusters Score -5010208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5010219.500000 Penalty: 5331.360840
	Iteration 78Q: 3 clusters Score -5010220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5010226.000000 Penalty: 5331.360840
	Iteration 79Q: 3 clusters Score -5010226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5010217.000000 Penalty: 5331.360840
	Iteration 80F: 3 clusters Score -5010217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5010221.000000 Penalty: 5331.360840
	Iteration 81Q: 3 clusters Score -5010221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5010224.000000 Penalty: 5331.360840
	Iteration 82Q: 3 clusters Score -5010224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5010227.000000 Penalty: 5331.360840
	Iteration 83Q: 3 clusters Score -5010227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5010231.500000 Penalty: 5331.360840
	Iteration 84Q: 3 clusters Score -5010232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5010224.500000 Penalty: 5331.360840
	Iteration 85Q: 3 clusters Score -5010224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5010222.000000 Penalty: 5331.360840
	Iteration 86Q: 3 clusters Score -5010222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5010226.000000 Penalty: 5331.360840
	Iteration 87Q: 3 clusters Score -5010226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5010233.000000 Penalty: 5331.360840
	Iteration 88Q: 3 clusters Score -5010233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5010223.500000 Penalty: 5331.360840
	Iteration 89Q: 3 clusters Score -5010224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5010223.500000 Penalty: 5331.360840
	Iteration 90Q: 3 clusters Score -5010224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5010222.000000 Penalty: 5331.360840
	Iteration 91Q: 3 clusters Score -5010222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5010222.000000 Penalty: 5331.360840
	Iteration 92F: 3 clusters Score -5010222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199023 members 
Entering Unmasked Estep 
Score: -21209838.000000 Penalty: 3025.891602
	Iteration 0F: 2 clusters Score -2.120984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -21077120.000000 Penalty: 6051.783203
	Iteration 0F: 3 clusters Score -2.107712e+07 nChanged 95445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -21133544.000000 Penalty: 6051.783203
	Iteration 1F: 3 clusters Score -2.113354e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -21134712.000000 Penalty: 6051.783203
	Iteration 2Q: 3 clusters Score -2.113471e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -21136500.000000 Penalty: 6051.783203
	Iteration 3Q: 3 clusters Score -2.11365e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -21138762.000000 Penalty: 6051.783203
	Iteration 4Q: 3 clusters Score -2.113876e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -21141610.000000 Penalty: 6051.783203
	Iteration 5Q: 3 clusters Score -2.114161e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -21145456.000000 Penalty: 6051.783203
	Iteration 6Q: 3 clusters Score -2.114546e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 120684 members 
Entering Unmasked Estep 
Score: -21150164.000000 Penalty: 6051.783203
	Iteration 7F: 3 clusters Score -2.115016e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 127887 members 
Entering Unmasked Estep 
Score: -21155602.000000 Penalty: 6051.783203
	Iteration 8F: 3 clusters Score -2.11556e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -21161390.000000 Penalty: 6051.783203
	Iteration 9F: 3 clusters Score -2.116139e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 144216 members 
Entering Unmasked Estep 
Score: -21167646.000000 Penalty: 6051.783203
	Iteration 10Q: 3 clusters Score -2.116765e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -21174516.000000 Penalty: 6051.783203
	Iteration 11Q: 3 clusters Score -2.117452e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -21181180.000000 Penalty: 6051.783203
	Iteration 12Q: 3 clusters Score -2.118118e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -21187270.000000 Penalty: 6051.783203
	Iteration 13Q: 3 clusters Score -2.118727e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 172901 members 
Entering Unmasked Estep 
Score: -21191772.000000 Penalty: 6051.783203
	Iteration 14Q: 3 clusters Score -2.119177e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 177552 members 
Entering Unmasked Estep 
Score: -21195090.000000 Penalty: 6051.783203
	Iteration 15Q: 3 clusters Score -2.119509e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 181533 members 
Entering Unmasked Estep 
Score: -21197526.000000 Penalty: 6051.783203
	Iteration 16Q: 3 clusters Score -2.119753e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 184994 members 
Entering Unmasked Estep 
Score: -21199508.000000 Penalty: 6051.783203
	Iteration 17Q: 3 clusters Score -2.119951e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 187964 members 
Entering Unmasked Estep 
Score: -21201164.000000 Penalty: 6051.783203
	Iteration 18Q: 3 clusters Score -2.120116e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 190478 members 
Entering Unmasked Estep 
Score: -21202578.000000 Penalty: 6051.783203
	Iteration 19Q: 3 clusters Score -2.120258e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 192516 members 
Entering Unmasked Estep 
Score: -21203776.000000 Penalty: 6051.783203
	Iteration 20F: 3 clusters Score -2.120378e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 194133 members 
Entering Unmasked Estep 
Score: -21204806.000000 Penalty: 6051.783203
	Iteration 21Q: 3 clusters Score -2.120481e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 195347 members 
Entering Unmasked Estep 
Score: -21205488.000000 Penalty: 6051.783203
	Iteration 22Q: 3 clusters Score -2.120549e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 196222 members 
Entering Unmasked Estep 
Score: -21206004.000000 Penalty: 6051.783203
	Iteration 23Q: 3 clusters Score -2.1206e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 196845 members 
Entering Unmasked Estep 
Score: -21206342.000000 Penalty: 6051.783203
	Iteration 24Q: 3 clusters Score -2.120634e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 197283 members 
Entering Unmasked Estep 
Score: -21206624.000000 Penalty: 6051.783203
	Iteration 25Q: 3 clusters Score -2.120662e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 197584 members 
Entering Unmasked Estep 
Score: -21206772.000000 Penalty: 6051.783203
	Iteration 26Q: 3 clusters Score -2.120677e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 197795 members 
Entering Unmasked Estep 
Score: -21206914.000000 Penalty: 6051.783203
	Iteration 27Q: 3 clusters Score -2.120691e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 197952 members 
Entering Unmasked Estep 
Score: -21207012.000000 Penalty: 6051.783203
	Iteration 28Q: 3 clusters Score -2.120701e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 198063 members 
Entering Unmasked Estep 
Score: -21207066.000000 Penalty: 6051.783203
	Iteration 29Q: 3 clusters Score -2.120707e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 198135 members 
Entering Unmasked Estep 
Score: -21207088.000000 Penalty: 6051.783203
	Iteration 30Q: 3 clusters Score -2.120709e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 198195 members 
Entering Unmasked Estep 
Score: -21207150.000000 Penalty: 6051.783203
	Iteration 31Q: 3 clusters Score -2.120715e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 198242 members 
Entering Unmasked Estep 
Score: -21207186.000000 Penalty: 6051.783203
	Iteration 32Q: 3 clusters Score -2.120719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 198278 members 
Entering Unmasked Estep 
Score: -21207222.000000 Penalty: 6051.783203
	Iteration 33Q: 3 clusters Score -2.120722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -21207236.000000 Penalty: 6051.783203
	Iteration 34Q: 3 clusters Score -2.120724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 198335 members 
Entering Unmasked Estep 
Score: -21207268.000000 Penalty: 6051.783203
	Iteration 35Q: 3 clusters Score -2.120727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 198349 members 
Entering Unmasked Estep 
Score: -21207282.000000 Penalty: 6051.783203
	Iteration 36Q: 3 clusters Score -2.120728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 198358 members 
Entering Unmasked Estep 
Score: -21207290.000000 Penalty: 6051.783203
	Iteration 37Q: 3 clusters Score -2.120729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 198364 members 
Entering Unmasked Estep 
Score: -21207278.000000 Penalty: 6051.783203
	Iteration 38Q: 3 clusters Score -2.120728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 198366 members 
Entering Unmasked Estep 
Score: -21207282.000000 Penalty: 6051.783203
	Iteration 39Q: 3 clusters Score -2.120728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 198370 members 
Entering Unmasked Estep 
Score: -21207280.000000 Penalty: 6051.783203
	Iteration 40F: 3 clusters Score -2.120728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 198374 members 
Entering Unmasked Estep 
Score: -21207272.000000 Penalty: 6051.783203
	Iteration 41Q: 3 clusters Score -2.120727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 198376 members 
Entering Unmasked Estep 
Score: -21207292.000000 Penalty: 6051.783203
	Iteration 42Q: 3 clusters Score -2.120729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 198379 members 
Entering Unmasked Estep 
Score: -21207292.000000 Penalty: 6051.783203
	Iteration 43Q: 3 clusters Score -2.120729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 198381 members 
Entering Unmasked Estep 
Score: -21207302.000000 Penalty: 6051.783203
	Iteration 44Q: 3 clusters Score -2.12073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 198383 members 
Entering Unmasked Estep 
Score: -21207294.000000 Penalty: 6051.783203
	Iteration 45Q: 3 clusters Score -2.120729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 198385 members 
Entering Unmasked Estep 
Score: -21207306.000000 Penalty: 6051.783203
	Iteration 46Q: 3 clusters Score -2.120731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 198387 members 
Entering Unmasked Estep 
Score: -21207306.000000 Penalty: 6051.783203
	Iteration 47Q: 3 clusters Score -2.120731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 198389 members 
Entering Unmasked Estep 
Score: -21207316.000000 Penalty: 6051.783203
	Iteration 48Q: 3 clusters Score -2.120732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 198392 members 
Entering Unmasked Estep 
Score: -21207316.000000 Penalty: 6051.783203
	Iteration 49Q: 3 clusters Score -2.120732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198393 members 
Entering Unmasked Estep 
Score: -21207314.000000 Penalty: 6051.783203
	Iteration 50Q: 3 clusters Score -2.120731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198393 members 
Entering Unmasked Estep 
Score: -21207314.000000 Penalty: 6051.783203
	Iteration 51F: 3 clusters Score -2.120731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -45446.796875 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -45446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43936.031250 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43936.03 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44132.347656 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -44132.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44174.097656 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -44174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44206.957031 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -44206.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44239.687500 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -44239.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44259.171875 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -44259.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44267.687500 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -44267.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44268.292969 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -44268.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44268.292969 Penalty: 3069.378906
	Iteration 8F: 3 clusters Score -44268.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -110840.164062 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -110840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108797.734375 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -108797.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -109152.718750 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -109152.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109229.648438 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -109229.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109252.656250 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -109252.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109264.929688 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -109264.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109276.367188 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -109276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109288.117188 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -109288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109290.148438 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -109290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109290.148438 Penalty: 3495.568604
	Iteration 8F: 3 clusters Score -109290.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -80032.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -80032.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78192.601562 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -78192.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78638.132812 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -78638.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78872.531250 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -78872.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79003.695312 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -79003.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79106.234375 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -79106.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79176.820312 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -79176.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79240.281250 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -79240.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79307.617188 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -79307.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79391.140625 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -79391.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79470.382812 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -79470.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79602.250000 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -79602.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79719.773438 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -79719.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79805.335938 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -79805.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79963.203125 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -79963.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80166.867188 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -80166.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80253.382812 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -80253.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80355.015625 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -80355.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80407.570312 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -80407.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80469.710938 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -80469.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80541.375000 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -80541.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80704.492188 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -80704.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80823.398438 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -80823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80823.398438 Penalty: 3376.187500
	Iteration 22F: 3 clusters Score -80823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 212700 members 
Mstep: Class 3 contains 291513 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 28937 members 
Mstep: Class 8 contains 31913 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68242 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 78045 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421448 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46570 members 
Mstep: Class 21 contains 199023 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 374 members 
Entering Unmasked Estep 
Score: -158381872.000000 Penalty: 88271.046875
Splitting cluster 24 changes total score from -158382880.000000 to -158381872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 212700 members 
Mstep: Class 3 contains 291513 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 28937 members 
Mstep: Class 8 contains 31913 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68242 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 78045 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421448 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46570 members 
Mstep: Class 21 contains 199023 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383024.000000 Penalty: 84740.203125
Iteration 479Q: 25 clusters Score -1.58383e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 212711 members 
Mstep: Class 3 contains 291635 members 
Mstep: Class 4 contains 8770 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 28930 members 
Mstep: Class 8 contains 31907 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37042 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68247 members 
Mstep: Class 13 contains 14641 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 78299 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421625 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46578 members 
Mstep: Class 21 contains 198455 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383120.000000 Penalty: 84740.203125
Iteration 480F: 25 clusters Score -1.583831e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 212705 members 
Mstep: Class 3 contains 291746 members 
Mstep: Class 4 contains 8760 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 28932 members 
Mstep: Class 8 contains 31904 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68258 members 
Mstep: Class 13 contains 14624 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 78520 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421802 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46598 members 
Mstep: Class 21 contains 197914 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382912.000000 Penalty: 84740.203125
Iteration 481Q: 25 clusters Score -1.583829e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 212697 members 
Mstep: Class 3 contains 291850 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 28942 members 
Mstep: Class 8 contains 31900 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68269 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 78711 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 421966 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46609 members 
Mstep: Class 21 contains 197421 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382704.000000 Penalty: 84740.203125
Iteration 482Q: 25 clusters Score -1.583827e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 212710 members 
Mstep: Class 3 contains 291986 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 28943 members 
Mstep: Class 8 contains 31889 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37030 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68274 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 78885 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422082 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46620 members 
Mstep: Class 21 contains 196965 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382864.000000 Penalty: 84740.203125
Iteration 483Q: 25 clusters Score -1.583829e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 212722 members 
Mstep: Class 3 contains 292114 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 28946 members 
Mstep: Class 8 contains 31883 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37027 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68286 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79022 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422176 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46630 members 
Mstep: Class 21 contains 196558 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382608.000000 Penalty: 84740.203125
Iteration 484Q: 25 clusters Score -1.583826e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 212730 members 
Mstep: Class 3 contains 292239 members 
Mstep: Class 4 contains 8720 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 28955 members 
Mstep: Class 8 contains 31884 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37022 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68299 members 
Mstep: Class 13 contains 14551 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79163 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422260 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46643 members 
Mstep: Class 21 contains 196153 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382816.000000 Penalty: 84740.203125
Iteration 485Q: 25 clusters Score -1.583828e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 212740 members 
Mstep: Class 3 contains 292382 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 28959 members 
Mstep: Class 8 contains 31881 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68300 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79282 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422322 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46666 members 
Mstep: Class 21 contains 195753 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382512.000000 Penalty: 84740.203125
Iteration 486Q: 25 clusters Score -1.583825e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 212742 members 
Mstep: Class 3 contains 292533 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 28964 members 
Mstep: Class 8 contains 31882 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37039 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68306 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79393 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422379 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 195383 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382672.000000 Penalty: 84740.203125
Iteration 487Q: 25 clusters Score -1.583827e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 212740 members 
Mstep: Class 3 contains 292706 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 28975 members 
Mstep: Class 8 contains 31888 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37031 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68314 members 
Mstep: Class 13 contains 14523 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79501 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422401 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46681 members 
Mstep: Class 21 contains 195043 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382560.000000 Penalty: 84740.203125
Iteration 488Q: 25 clusters Score -1.583826e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 212740 members 
Mstep: Class 3 contains 292868 members 
Mstep: Class 4 contains 8691 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 28976 members 
Mstep: Class 8 contains 31896 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37027 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68320 members 
Mstep: Class 13 contains 14517 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79600 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422406 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46688 members 
Mstep: Class 21 contains 194725 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382880.000000 Penalty: 84740.203125
Iteration 489Q: 25 clusters Score -1.583829e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 212729 members 
Mstep: Class 3 contains 293028 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 28979 members 
Mstep: Class 8 contains 31891 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37035 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68332 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79694 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422412 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46700 members 
Mstep: Class 21 contains 194439 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382720.000000 Penalty: 84740.203125
Iteration 490Q: 25 clusters Score -1.583827e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 212714 members 
Mstep: Class 3 contains 293173 members 
Mstep: Class 4 contains 8686 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28978 members 
Mstep: Class 8 contains 31889 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 37033 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68333 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79795 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422425 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46708 members 
Mstep: Class 21 contains 194169 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382688.000000 Penalty: 84740.203125
Iteration 491Q: 25 clusters Score -1.583827e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 212716 members 
Mstep: Class 3 contains 293320 members 
Mstep: Class 4 contains 8682 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28978 members 
Mstep: Class 8 contains 31886 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37036 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68340 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79894 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422427 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46709 members 
Mstep: Class 21 contains 193892 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382672.000000 Penalty: 84740.203125
Iteration 492Q: 25 clusters Score -1.583827e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 212714 members 
Mstep: Class 3 contains 293476 members 
Mstep: Class 4 contains 8679 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28977 members 
Mstep: Class 8 contains 31884 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68345 members 
Mstep: Class 13 contains 14480 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 79997 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422387 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46709 members 
Mstep: Class 21 contains 193657 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382592.000000 Penalty: 84740.203125
Iteration 493Q: 25 clusters Score -1.583826e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 212694 members 
Mstep: Class 3 contains 293638 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28976 members 
Mstep: Class 8 contains 31892 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37040 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68347 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 80085 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422355 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46715 members 
Mstep: Class 21 contains 193443 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1152 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382448.000000 Penalty: 84740.203125
Iteration 494Q: 25 clusters Score -1.583824e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 212678 members 
Mstep: Class 3 contains 293791 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28977 members 
Mstep: Class 8 contains 31893 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37040 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68350 members 
Mstep: Class 13 contains 14459 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 80162 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422333 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46724 members 
Mstep: Class 21 contains 193232 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382480.000000 Penalty: 84740.203125
Iteration 495Q: 25 clusters Score -1.583825e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 212644 members 
Mstep: Class 3 contains 293941 members 
Mstep: Class 4 contains 8670 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28976 members 
Mstep: Class 8 contains 31889 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37043 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68355 members 
Mstep: Class 13 contains 14453 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 80245 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422296 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46731 members 
Mstep: Class 21 contains 193041 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382624.000000 Penalty: 84740.203125
Iteration 496Q: 25 clusters Score -1.583826e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 212609 members 
Mstep: Class 3 contains 294094 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28976 members 
Mstep: Class 8 contains 31885 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37039 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68361 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 80350 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422259 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46735 members 
Mstep: Class 21 contains 192831 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382464.000000 Penalty: 84740.203125
Iteration 497Q: 25 clusters Score -1.583825e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 212594 members 
Mstep: Class 3 contains 294241 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28979 members 
Mstep: Class 8 contains 31884 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37036 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68365 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 80451 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422219 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46745 members 
Mstep: Class 21 contains 192621 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382288.000000 Penalty: 84740.203125
Iteration 498Q: 25 clusters Score -1.583823e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 212580 members 
Mstep: Class 3 contains 294378 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28986 members 
Mstep: Class 8 contains 31883 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 37042 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68379 members 
Mstep: Class 13 contains 14425 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 80531 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422177 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46756 members 
Mstep: Class 21 contains 192422 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382256.000000 Penalty: 84740.203125
Iteration 499Q: 25 clusters Score -1.583823e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 212572 members 
Mstep: Class 3 contains 294514 members 
Mstep: Class 4 contains 8664 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 28985 members 
Mstep: Class 8 contains 31880 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 37039 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 68386 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 80590 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 422155 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 46762 members 
Mstep: Class 21 contains 192245 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382496.000000 Penalty: 84740.203125
Iteration 500F: 25 clusters Score -1.583825e+08 nChanged 467
Maximum iterations exceeded
--- Evaluating fit on full set of 4573905 points ---
Entering Unmasked Estep 
Score: -459939200.000000 Penalty: 91279.140625
23->25 Clusters: Score -459939200.000000, best is -460445440.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1524635 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 66465 members 
Mstep: Class 3 contains 66092 members 
Mstep: Class 4 contains 66227 members 
Mstep: Class 5 contains 66288 members 
Mstep: Class 6 contains 66510 members 
Mstep: Class 7 contains 66216 members 
Mstep: Class 8 contains 66325 members 
Mstep: Class 9 contains 66286 members 
Mstep: Class 10 contains 66155 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 66517 members 
Mstep: Class 13 contains 66308 members 
Mstep: Class 14 contains 66112 members 
Mstep: Class 15 contains 66304 members 
Mstep: Class 16 contains 66015 members 
Mstep: Class 17 contains 66202 members 
Mstep: Class 18 contains 66350 members 
Mstep: Class 19 contains 66542 members 
Mstep: Class 20 contains 66150 members 
Mstep: Class 21 contains 66662 members 
Mstep: Class 22 contains 65717 members 
Mstep: Class 23 contains 66283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 222.160675 but Gain 3530.835938
Score: -150910800.000000 Penalty: 77678.523438
Iteration 0F: 23 clusters Score -1.509108e+08 nChanged 1453006
Entering Unmasked Mstep 
Mstep: Class 0 contains 3330 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 83810 members 
Mstep: Class 3 contains 34556 members 
Mstep: Class 5 contains 14687 members 
Mstep: Class 6 contains 58557 members 
Mstep: Class 7 contains 77418 members 
Mstep: Class 8 contains 143314 members 
Mstep: Class 9 contains 28987 members 
Mstep: Class 10 contains 9023 members 
Mstep: Class 11 contains 173053 members 
Mstep: Class 12 contains 20244 members 
Mstep: Class 13 contains 109725 members 
Mstep: Class 14 contains 57583 members 
Mstep: Class 15 contains 36706 members 
Mstep: Class 16 contains 11359 members 
Mstep: Class 17 contains 49534 members 
Mstep: Class 18 contains 88173 members 
Mstep: Class 19 contains 195889 members 
Mstep: Class 20 contains 31585 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 207755 members 
Mstep: Class 23 contains 44417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156237200.000000 Penalty: 77678.523438
Iteration 1F: 23 clusters Score -1.562372e+08 nChanged 462407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 89253 members 
Mstep: Class 3 contains 30636 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 43804 members 
Mstep: Class 7 contains 75574 members 
Mstep: Class 8 contains 173134 members 
Mstep: Class 9 contains 14375 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 191701 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 98590 members 
Mstep: Class 14 contains 37114 members 
Mstep: Class 15 contains 29206 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 34851 members 
Mstep: Class 18 contains 64202 members 
Mstep: Class 19 contains 202555 members 
Mstep: Class 20 contains 22412 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 286331 members 
Mstep: Class 23 contains 35067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156853536.000000 Penalty: 77678.523438
Iteration 2F: 23 clusters Score -1.568535e+08 nChanged 316725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1731 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 83222 members 
Mstep: Class 3 contains 24820 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 31931 members 
Mstep: Class 7 contains 65864 members 
Mstep: Class 8 contains 186462 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 2350 members 
Mstep: Class 11 contains 224070 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 83348 members 
Mstep: Class 14 contains 22947 members 
Mstep: Class 15 contains 27562 members 
Mstep: Class 16 contains 7608 members 
Mstep: Class 17 contains 23266 members 
Mstep: Class 18 contains 47966 members 
Mstep: Class 19 contains 202463 members 
Mstep: Class 20 contains 15172 members 
Mstep: Class 21 contains 21675 members 
Mstep: Class 22 contains 351606 members 
Mstep: Class 23 contains 23859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157200048.000000 Penalty: 77678.523438
Iteration 3F: 23 clusters Score -1.572e+08 nChanged 256562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1177 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 73448 members 
Mstep: Class 3 contains 20002 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 23734 members 
Mstep: Class 7 contains 54685 members 
Mstep: Class 8 contains 189826 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 266783 members 
Mstep: Class 12 contains 8058 members 
Mstep: Class 13 contains 67019 members 
Mstep: Class 14 contains 12839 members 
Mstep: Class 15 contains 29264 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 15094 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 194003 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 21590 members 
Mstep: Class 22 contains 404205 members 
Mstep: Class 23 contains 14200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157385440.000000 Penalty: 77678.523438
Iteration 4F: 23 clusters Score -1.573854e+08 nChanged 226587
Entering Unmasked Mstep 
Mstep: Class 0 contains 943 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 64485 members 
Mstep: Class 3 contains 16870 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 18528 members 
Mstep: Class 7 contains 46091 members 
Mstep: Class 8 contains 191263 members 
Mstep: Class 9 contains 1074 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 319780 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 53235 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 32973 members 
Mstep: Class 16 contains 4582 members 
Mstep: Class 17 contains 9964 members 
Mstep: Class 18 contains 33996 members 
Mstep: Class 19 contains 186081 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 20992 members 
Mstep: Class 22 contains 418911 members 
Mstep: Class 23 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2975.261963 but Gain 3530.843750
Score: -157516928.000000 Penalty: 74147.679688
Iteration 5F: 22 clusters Score -1.575169e+08 nChanged 203285
Entering Unmasked Mstep 
Mstep: Class 0 contains 770 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 58467 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 14913 members 
Mstep: Class 7 contains 40227 members 
Mstep: Class 8 contains 192420 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 389979 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 40892 members 
Mstep: Class 15 contains 38665 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 6668 members 
Mstep: Class 18 contains 33934 members 
Mstep: Class 19 contains 181031 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 20651 members 
Mstep: Class 22 contains 392596 members 
Mstep: Class 23 contains 5055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157662912.000000 Penalty: 74147.679688
Iteration 6F: 22 clusters Score -1.576629e+08 nChanged 184204
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 55473 members 
Mstep: Class 3 contains 15324 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 11983 members 
Mstep: Class 7 contains 36976 members 
Mstep: Class 8 contains 191693 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 2993 members 
Mstep: Class 11 contains 466833 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 30351 members 
Mstep: Class 15 contains 45736 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 35074 members 
Mstep: Class 19 contains 171572 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 20669 members 
Mstep: Class 22 contains 344501 members 
Mstep: Class 23 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2984.263672 but Gain 3530.843750
Score: -157762240.000000 Penalty: 70616.835938
Iteration 7F: 21 clusters Score -1.577622e+08 nChanged 173565
Entering Unmasked Mstep 
Mstep: Class 0 contains 544 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 54371 members 
Mstep: Class 3 contains 15836 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 36229 members 
Mstep: Class 8 contains 191237 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 523727 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 22600 members 
Mstep: Class 15 contains 52581 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 165314 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 21090 members 
Mstep: Class 22 contains 303969 members 
Mstep: Class 23 contains 2861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157826704.000000 Penalty: 70616.835938
Iteration 8F: 21 clusters Score -1.578267e+08 nChanged 142402
Entering Unmasked Mstep 
Mstep: Class 0 contains 513 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 54062 members 
Mstep: Class 3 contains 16536 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 7 contains 36799 members 
Mstep: Class 8 contains 193358 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 548172 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 15 contains 59012 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 18 contains 38048 members 
Mstep: Class 19 contains 165097 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 21685 members 
Mstep: Class 22 contains 277230 members 
Mstep: Class 23 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3500.203857 but Gain 3530.843750
Score: -157870880.000000 Penalty: 67085.992188
Iteration 9F: 20 clusters Score -1.578709e+08 nChanged 118832
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 55051 members 
Mstep: Class 3 contains 17335 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 38606 members 
Mstep: Class 8 contains 201103 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 550810 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 12499 members 
Mstep: Class 15 contains 65051 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 18 contains 39465 members 
Mstep: Class 19 contains 171455 members 
Mstep: Class 21 contains 22296 members 
Mstep: Class 22 contains 257682 members 
Mstep: Class 23 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157912832.000000 Penalty: 67085.992188
Iteration 10F: 20 clusters Score -1.579128e+08 nChanged 100416
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 17949 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 41011 members 
Mstep: Class 8 contains 211881 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 536258 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 9318 members 
Mstep: Class 15 contains 70864 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 18 contains 40865 members 
Mstep: Class 19 contains 182932 members 
Mstep: Class 21 contains 22680 members 
Mstep: Class 22 contains 242628 members 
Mstep: Class 23 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157952848.000000 Penalty: 67085.992188
Iteration 11F: 20 clusters Score -1.579528e+08 nChanged 89686
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 57340 members 
Mstep: Class 3 contains 18362 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 43633 members 
Mstep: Class 8 contains 224425 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 511528 members 
Mstep: Class 12 contains 4744 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 15 contains 76536 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 18 contains 41930 members 
Mstep: Class 19 contains 198761 members 
Mstep: Class 21 contains 23075 members 
Mstep: Class 22 contains 230835 members 
Mstep: Class 23 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157992144.000000 Penalty: 67085.992188
Iteration 12F: 20 clusters Score -1.579921e+08 nChanged 83947
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 58354 members 
Mstep: Class 3 contains 18693 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 46292 members 
Mstep: Class 8 contains 237818 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 480014 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 15 contains 82049 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 18 contains 42672 members 
Mstep: Class 19 contains 218357 members 
Mstep: Class 21 contains 23564 members 
Mstep: Class 22 contains 220907 members 
Mstep: Class 23 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158031136.000000 Penalty: 67085.992188
Iteration 13F: 20 clusters Score -1.580311e+08 nChanged 79673
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 58938 members 
Mstep: Class 3 contains 18955 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 48757 members 
Mstep: Class 8 contains 251087 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3133 members 
Mstep: Class 11 contains 445458 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 3960 members 
Mstep: Class 15 contains 87110 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 18 contains 43193 members 
Mstep: Class 19 contains 240689 members 
Mstep: Class 21 contains 24045 members 
Mstep: Class 22 contains 212283 members 
Mstep: Class 23 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3135.173340 but Gain 3530.839844
Score: -158074368.000000 Penalty: 63555.152344
Iteration 14F: 19 clusters Score -1.580744e+08 nChanged 77920
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 59028 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 50850 members 
Mstep: Class 8 contains 262899 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 412025 members 
Mstep: Class 12 contains 4020 members 
Mstep: Class 15 contains 92121 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 18 contains 43401 members 
Mstep: Class 19 contains 266208 members 
Mstep: Class 21 contains 24539 members 
Mstep: Class 22 contains 204238 members 
Mstep: Class 23 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3424.973145 but Gain 3530.839844
Score: -158121632.000000 Penalty: 60024.312500
Iteration 15F: 18 clusters Score -1.581216e+08 nChanged 70246
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 58397 members 
Mstep: Class 3 contains 19405 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 7 contains 52360 members 
Mstep: Class 8 contains 271862 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 383626 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 15 contains 96395 members 
Mstep: Class 16 contains 5032 members 
Mstep: Class 18 contains 42966 members 
Mstep: Class 19 contains 291383 members 
Mstep: Class 21 contains 24884 members 
Mstep: Class 22 contains 196009 members 
Mstep: Class 23 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158160976.000000 Penalty: 60024.312500
Iteration 16Q: 18 clusters Score -1.58161e+08 nChanged 59559
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 57174 members 
Mstep: Class 3 contains 19570 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 7 contains 53478 members 
Mstep: Class 8 contains 278344 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 360624 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 15 contains 99930 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 18 contains 41802 members 
Mstep: Class 19 contains 314006 members 
Mstep: Class 21 contains 25058 members 
Mstep: Class 22 contains 187514 members 
Mstep: Class 23 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158189152.000000 Penalty: 60024.312500
Iteration 17Q: 18 clusters Score -1.581892e+08 nChanged 51590
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 55435 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 7 contains 54091 members 
Mstep: Class 8 contains 281908 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 344490 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 15 contains 103105 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 18 contains 40404 members 
Mstep: Class 19 contains 334616 members 
Mstep: Class 21 contains 25104 members 
Mstep: Class 22 contains 178904 members 
Mstep: Class 23 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158203632.000000 Penalty: 60024.312500
Iteration 18Q: 18 clusters Score -1.582036e+08 nChanged 48558
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 53355 members 
Mstep: Class 3 contains 19862 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 7 contains 54479 members 
Mstep: Class 8 contains 283968 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 330087 members 
Mstep: Class 12 contains 3213 members 
Mstep: Class 15 contains 106108 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 18 contains 39315 members 
Mstep: Class 19 contains 355267 members 
Mstep: Class 21 contains 25146 members 
Mstep: Class 22 contains 170414 members 
Mstep: Class 23 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158212800.000000 Penalty: 60024.312500
Iteration 19Q: 18 clusters Score -1.582128e+08 nChanged 47484
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 50918 members 
Mstep: Class 3 contains 20053 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 7 contains 54758 members 
Mstep: Class 8 contains 285110 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 316159 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 15 contains 109092 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 38727 members 
Mstep: Class 19 contains 375381 members 
Mstep: Class 21 contains 25164 members 
Mstep: Class 22 contains 162966 members 
Mstep: Class 23 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158218896.000000 Penalty: 60024.312500
Iteration 20F: 18 clusters Score -1.582189e+08 nChanged 46937
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 48252 members 
Mstep: Class 3 contains 20271 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 7 contains 54929 members 
Mstep: Class 8 contains 285522 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 303634 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 15 contains 112146 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 18 contains 38572 members 
Mstep: Class 19 contains 393696 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 156555 members 
Mstep: Class 23 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158219056.000000 Penalty: 60024.312500
Iteration 21Q: 18 clusters Score -1.582191e+08 nChanged 45629
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 45766 members 
Mstep: Class 3 contains 20564 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 7 contains 55179 members 
Mstep: Class 8 contains 286427 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 291067 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 15 contains 115447 members 
Mstep: Class 16 contains 6049 members 
Mstep: Class 18 contains 38737 members 
Mstep: Class 19 contains 409378 members 
Mstep: Class 21 contains 25076 members 
Mstep: Class 22 contains 151539 members 
Mstep: Class 23 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158218704.000000 Penalty: 60024.312500
Iteration 22Q: 18 clusters Score -1.582187e+08 nChanged 42864
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 20965 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 7 contains 55597 members 
Mstep: Class 8 contains 287764 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 278835 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 15 contains 119029 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 18 contains 39127 members 
Mstep: Class 19 contains 421935 members 
Mstep: Class 21 contains 25007 members 
Mstep: Class 22 contains 147964 members 
Mstep: Class 23 contains 5717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158219472.000000 Penalty: 60024.312500
Iteration 23Q: 18 clusters Score -1.582195e+08 nChanged 40053
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 41143 members 
Mstep: Class 3 contains 21452 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 7 contains 56211 members 
Mstep: Class 8 contains 289323 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3148 members 
Mstep: Class 11 contains 267427 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 15 contains 122884 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 18 contains 39619 members 
Mstep: Class 19 contains 431377 members 
Mstep: Class 21 contains 24977 members 
Mstep: Class 22 contains 145694 members 
Mstep: Class 23 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158220384.000000 Penalty: 60024.312500
Iteration 24Q: 18 clusters Score -1.582204e+08 nChanged 37146
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 38935 members 
Mstep: Class 3 contains 21969 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 7 contains 56896 members 
Mstep: Class 8 contains 291267 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3148 members 
Mstep: Class 11 contains 257259 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 15 contains 126949 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 18 contains 40125 members 
Mstep: Class 19 contains 438042 members 
Mstep: Class 21 contains 24936 members 
Mstep: Class 22 contains 144276 members 
Mstep: Class 23 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158222064.000000 Penalty: 60024.312500
Iteration 25Q: 18 clusters Score -1.582221e+08 nChanged 34832
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 7 contains 57637 members 
Mstep: Class 8 contains 293288 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 248238 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 15 contains 131353 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 18 contains 40652 members 
Mstep: Class 19 contains 442071 members 
Mstep: Class 21 contains 24892 members 
Mstep: Class 22 contains 143823 members 
Mstep: Class 23 contains 5820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158222432.000000 Penalty: 60024.312500
Iteration 26Q: 18 clusters Score -1.582224e+08 nChanged 32487
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 22907 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 7 contains 58403 members 
Mstep: Class 8 contains 294978 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 240158 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 15 contains 136071 members 
Mstep: Class 16 contains 6493 members 
Mstep: Class 18 contains 41066 members 
Mstep: Class 19 contains 444135 members 
Mstep: Class 21 contains 24867 members 
Mstep: Class 22 contains 144339 members 
Mstep: Class 23 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158224672.000000 Penalty: 60024.312500
Iteration 27Q: 18 clusters Score -1.582247e+08 nChanged 30125
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 33007 members 
Mstep: Class 3 contains 23310 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 7 contains 59199 members 
Mstep: Class 8 contains 296054 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 233178 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 15 contains 141027 members 
Mstep: Class 16 contains 6533 members 
Mstep: Class 18 contains 41498 members 
Mstep: Class 19 contains 444475 members 
Mstep: Class 21 contains 24863 members 
Mstep: Class 22 contains 145791 members 
Mstep: Class 23 contains 5879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3491.449219 but Gain 3530.843750
Score: -158227520.000000 Penalty: 56493.468750
Iteration 28Q: 17 clusters Score -1.582275e+08 nChanged 30350
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 31184 members 
Mstep: Class 3 contains 23729 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 7 contains 60043 members 
Mstep: Class 8 contains 296731 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 227228 members 
Mstep: Class 15 contains 146153 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 18 contains 42348 members 
Mstep: Class 19 contains 444351 members 
Mstep: Class 21 contains 24837 members 
Mstep: Class 22 contains 147779 members 
Mstep: Class 23 contains 5908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158235200.000000 Penalty: 56493.468750
Iteration 29Q: 17 clusters Score -1.582352e+08 nChanged 26367
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 29394 members 
Mstep: Class 3 contains 24161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 7 contains 60783 members 
Mstep: Class 8 contains 296809 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 222229 members 
Mstep: Class 15 contains 151267 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 18 contains 42631 members 
Mstep: Class 19 contains 442435 members 
Mstep: Class 21 contains 24838 members 
Mstep: Class 22 contains 150357 members 
Mstep: Class 23 contains 5942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158239536.000000 Penalty: 56493.468750
Iteration 30Q: 17 clusters Score -1.582395e+08 nChanged 24852
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 27653 members 
Mstep: Class 3 contains 24615 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 7 contains 61541 members 
Mstep: Class 8 contains 296136 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 217867 members 
Mstep: Class 15 contains 156523 members 
Mstep: Class 16 contains 6645 members 
Mstep: Class 18 contains 42672 members 
Mstep: Class 19 contains 440259 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 153247 members 
Mstep: Class 23 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158243904.000000 Penalty: 56493.468750
Iteration 31Q: 17 clusters Score -1.582439e+08 nChanged 23377
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 26014 members 
Mstep: Class 3 contains 25047 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 7 contains 62178 members 
Mstep: Class 8 contains 294771 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 214059 members 
Mstep: Class 15 contains 161931 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 18 contains 42555 members 
Mstep: Class 19 contains 437862 members 
Mstep: Class 21 contains 24922 members 
Mstep: Class 22 contains 156443 members 
Mstep: Class 23 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158247072.000000 Penalty: 56493.468750
Iteration 32Q: 17 clusters Score -1.582471e+08 nChanged 22492
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 24465 members 
Mstep: Class 3 contains 25480 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 7 contains 62747 members 
Mstep: Class 8 contains 292604 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 210561 members 
Mstep: Class 15 contains 167641 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 18 contains 42300 members 
Mstep: Class 19 contains 435410 members 
Mstep: Class 21 contains 24978 members 
Mstep: Class 22 contains 159942 members 
Mstep: Class 23 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158250576.000000 Penalty: 56493.468750
Iteration 33Q: 17 clusters Score -1.582506e+08 nChanged 22194
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 22963 members 
Mstep: Class 3 contains 25866 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 7 contains 63229 members 
Mstep: Class 8 contains 289312 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 207342 members 
Mstep: Class 15 contains 174121 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 18 contains 41947 members 
Mstep: Class 19 contains 432940 members 
Mstep: Class 21 contains 25018 members 
Mstep: Class 22 contains 163654 members 
Mstep: Class 23 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158255840.000000 Penalty: 56493.468750
Iteration 34Q: 17 clusters Score -1.582558e+08 nChanged 22166
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 21480 members 
Mstep: Class 3 contains 26283 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 7 contains 63709 members 
Mstep: Class 8 contains 284850 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 204172 members 
Mstep: Class 15 contains 181253 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 18 contains 41531 members 
Mstep: Class 19 contains 430622 members 
Mstep: Class 21 contains 25067 members 
Mstep: Class 22 contains 167604 members 
Mstep: Class 23 contains 6083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158259456.000000 Penalty: 56493.468750
Iteration 35Q: 17 clusters Score -1.582595e+08 nChanged 22152
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 20068 members 
Mstep: Class 3 contains 26666 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 7 contains 64168 members 
Mstep: Class 8 contains 279540 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 201303 members 
Mstep: Class 15 contains 188812 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 18 contains 41135 members 
Mstep: Class 19 contains 428148 members 
Mstep: Class 21 contains 25130 members 
Mstep: Class 22 contains 171770 members 
Mstep: Class 23 contains 6120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158264544.000000 Penalty: 56493.468750
Iteration 36Q: 17 clusters Score -1.582645e+08 nChanged 22569
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 7 contains 64556 members 
Mstep: Class 8 contains 273117 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 198693 members 
Mstep: Class 15 contains 197099 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 18 contains 40753 members 
Mstep: Class 19 contains 425721 members 
Mstep: Class 21 contains 25205 members 
Mstep: Class 22 contains 176131 members 
Mstep: Class 23 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158268224.000000 Penalty: 56493.468750
Iteration 37Q: 17 clusters Score -1.582682e+08 nChanged 23160
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 17297 members 
Mstep: Class 3 contains 27410 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 7 contains 64894 members 
Mstep: Class 8 contains 265716 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 196269 members 
Mstep: Class 15 contains 205953 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 18 contains 40359 members 
Mstep: Class 19 contains 423341 members 
Mstep: Class 21 contains 25256 members 
Mstep: Class 22 contains 180685 members 
Mstep: Class 23 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158273280.000000 Penalty: 56493.468750
Iteration 38Q: 17 clusters Score -1.582733e+08 nChanged 23895
Entering ConstructFrom: 
Score: -158273280.000000 Penalty: 56493.468750
Entering ConstructFrom: 
Trying to split cluster 1 (58362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Entering Unmasked Estep 
Score: -5923626.000000 Penalty: 2721.656250
	Iteration 0F: 2 clusters Score -5923626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -5884534.500000 Penalty: 5443.312500
	Iteration 0F: 3 clusters Score -5884534 nChanged 27076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5899793.500000 Penalty: 5443.312500
	Iteration 1F: 3 clusters Score -5899794 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -5900756.500000 Penalty: 5443.312500
	Iteration 2Q: 3 clusters Score -5900756 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5902324.000000 Penalty: 5443.312500
	Iteration 3Q: 3 clusters Score -5902324 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -5904782.500000 Penalty: 5443.312500
	Iteration 4F: 3 clusters Score -5904782 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5907766.500000 Penalty: 5443.312500
	Iteration 5F: 3 clusters Score -5907766 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5911528.000000 Penalty: 5443.312500
	Iteration 6F: 3 clusters Score -5911528 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5915528.500000 Penalty: 5443.312500
	Iteration 7F: 3 clusters Score -5915528 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5919382.500000 Penalty: 5443.312500
	Iteration 8F: 3 clusters Score -5919382 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5922488.500000 Penalty: 5443.312500
	Iteration 9F: 3 clusters Score -5922488 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5924188.000000 Penalty: 5443.312500
	Iteration 10Q: 3 clusters Score -5924188 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5924711.000000 Penalty: 5443.312500
	Iteration 11Q: 3 clusters Score -5924711 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5924947.000000 Penalty: 5443.312500
	Iteration 12Q: 3 clusters Score -5924947 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5925049.500000 Penalty: 5443.312500
	Iteration 13Q: 3 clusters Score -5925050 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5925116.000000 Penalty: 5443.312500
	Iteration 14Q: 3 clusters Score -5925116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5925128.500000 Penalty: 5443.312500
	Iteration 15Q: 3 clusters Score -5925128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5925163.500000 Penalty: 5443.312500
	Iteration 16Q: 3 clusters Score -5925164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5925156.000000 Penalty: 5443.312500
	Iteration 17Q: 3 clusters Score -5925156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5925152.500000 Penalty: 5443.312500
	Iteration 18Q: 3 clusters Score -5925152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5925173.500000 Penalty: 5443.312500
	Iteration 19Q: 3 clusters Score -5925174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5925185.500000 Penalty: 5443.312500
	Iteration 20F: 3 clusters Score -5925186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5925193.000000 Penalty: 5443.312500
	Iteration 21Q: 3 clusters Score -5925193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5925190.000000 Penalty: 5443.312500
	Iteration 22Q: 3 clusters Score -5925190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5925211.500000 Penalty: 5443.312500
	Iteration 23Q: 3 clusters Score -5925212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5925218.500000 Penalty: 5443.312500
	Iteration 24Q: 3 clusters Score -5925218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5925220.000000 Penalty: 5443.312500
	Iteration 25Q: 3 clusters Score -5925220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5925218.000000 Penalty: 5443.312500
	Iteration 26Q: 3 clusters Score -5925218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5925214.500000 Penalty: 5443.312500
	Iteration 27Q: 3 clusters Score -5925214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5925221.000000 Penalty: 5443.312500
	Iteration 28Q: 3 clusters Score -5925221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5925228.000000 Penalty: 5443.312500
	Iteration 29Q: 3 clusters Score -5925228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5925226.500000 Penalty: 5443.312500
	Iteration 30Q: 3 clusters Score -5925226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5925228.000000 Penalty: 5443.312500
	Iteration 31Q: 3 clusters Score -5925228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5925226.500000 Penalty: 5443.312500
	Iteration 32Q: 3 clusters Score -5925226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5925218.000000 Penalty: 5443.312500
	Iteration 33Q: 3 clusters Score -5925218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5925217.000000 Penalty: 5443.312500
	Iteration 34Q: 3 clusters Score -5925217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5925223.500000 Penalty: 5443.312500
	Iteration 35Q: 3 clusters Score -5925224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5925223.500000 Penalty: 5443.312500
	Iteration 36F: 3 clusters Score -5925224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 7 contains 65123 members 
Mstep: Class 8 contains 257771 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 193885 members 
Mstep: Class 15 contains 215529 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 420975 members 
Mstep: Class 21 contains 25326 members 
Mstep: Class 22 contains 185069 members 
Mstep: Class 23 contains 6251 members 
Entering Unmasked Estep 
Score: -158277760.000000 Penalty: 60024.312500
Splitting cluster 1 changes total score from -158273280.000000 to -158277760.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (16025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Entering Unmasked Estep 
Score: -1739433.875000 Penalty: 2401.112549
	Iteration 0F: 2 clusters Score -1739434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1727893.000000 Penalty: 4802.225098
	Iteration 0F: 3 clusters Score -1727893 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1731635.625000 Penalty: 4802.225098
	Iteration 1F: 3 clusters Score -1731636 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1732084.500000 Penalty: 4802.225098
	Iteration 2F: 3 clusters Score -1732084 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1732493.375000 Penalty: 4802.225098
	Iteration 3F: 3 clusters Score -1732493 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1732856.000000 Penalty: 4802.225098
	Iteration 4Q: 3 clusters Score -1732856 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1733192.000000 Penalty: 4802.225098
	Iteration 5Q: 3 clusters Score -1733192 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1733504.250000 Penalty: 4802.225098
	Iteration 6Q: 3 clusters Score -1733504 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1733828.250000 Penalty: 4802.225098
	Iteration 7Q: 3 clusters Score -1733828 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1734198.750000 Penalty: 4802.225098
	Iteration 8Q: 3 clusters Score -1734199 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1734619.625000 Penalty: 4802.225098
	Iteration 9Q: 3 clusters Score -1734620 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1735032.000000 Penalty: 4802.225098
	Iteration 10Q: 3 clusters Score -1735032 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1735483.000000 Penalty: 4802.225098
	Iteration 11Q: 3 clusters Score -1735483 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1735912.125000 Penalty: 4802.225098
	Iteration 12Q: 3 clusters Score -1735912 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1736226.125000 Penalty: 4802.225098
	Iteration 13Q: 3 clusters Score -1736226 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1736435.625000 Penalty: 4802.225098
	Iteration 14Q: 3 clusters Score -1736436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1736591.500000 Penalty: 4802.225098
	Iteration 15Q: 3 clusters Score -1736592 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1736718.750000 Penalty: 4802.225098
	Iteration 16Q: 3 clusters Score -1736719 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1736806.125000 Penalty: 4802.225098
	Iteration 17Q: 3 clusters Score -1736806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1736883.000000 Penalty: 4802.225098
	Iteration 18Q: 3 clusters Score -1736883 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1736945.250000 Penalty: 4802.225098
	Iteration 19Q: 3 clusters Score -1736945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1736987.500000 Penalty: 4802.225098
	Iteration 20F: 3 clusters Score -1736988 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1737010.750000 Penalty: 4802.225098
	Iteration 21Q: 3 clusters Score -1737011 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1737043.125000 Penalty: 4802.225098
	Iteration 22Q: 3 clusters Score -1737043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1737063.250000 Penalty: 4802.225098
	Iteration 23Q: 3 clusters Score -1737063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1737083.625000 Penalty: 4802.225098
	Iteration 24Q: 3 clusters Score -1737084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1737098.500000 Penalty: 4802.225098
	Iteration 25Q: 3 clusters Score -1737098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1737120.000000 Penalty: 4802.225098
	Iteration 26Q: 3 clusters Score -1737120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1737136.250000 Penalty: 4802.225098
	Iteration 27Q: 3 clusters Score -1737136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1737139.125000 Penalty: 4802.225098
	Iteration 28Q: 3 clusters Score -1737139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1737155.500000 Penalty: 4802.225098
	Iteration 29Q: 3 clusters Score -1737156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1737159.125000 Penalty: 4802.225098
	Iteration 30Q: 3 clusters Score -1737159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1737161.250000 Penalty: 4802.225098
	Iteration 31Q: 3 clusters Score -1737161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1737163.250000 Penalty: 4802.225098
	Iteration 32Q: 3 clusters Score -1737163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1737164.125000 Penalty: 4802.225098
	Iteration 33Q: 3 clusters Score -1737164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1737165.750000 Penalty: 4802.225098
	Iteration 34Q: 3 clusters Score -1737166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1737166.500000 Penalty: 4802.225098
	Iteration 35Q: 3 clusters Score -1737166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1737168.625000 Penalty: 4802.225098
	Iteration 36Q: 3 clusters Score -1737169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1737166.125000 Penalty: 4802.225098
	Iteration 37Q: 3 clusters Score -1737166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1737169.000000 Penalty: 4802.225098
	Iteration 38Q: 3 clusters Score -1737169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1737170.625000 Penalty: 4802.225098
	Iteration 39Q: 3 clusters Score -1737171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1737174.125000 Penalty: 4802.225098
	Iteration 40F: 3 clusters Score -1737174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1737175.750000 Penalty: 4802.225098
	Iteration 41Q: 3 clusters Score -1737176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1737176.375000 Penalty: 4802.225098
	Iteration 42Q: 3 clusters Score -1737176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1737177.000000 Penalty: 4802.225098
	Iteration 43Q: 3 clusters Score -1737177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1737180.875000 Penalty: 4802.225098
	Iteration 44Q: 3 clusters Score -1737181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1737178.250000 Penalty: 4802.225098
	Iteration 45Q: 3 clusters Score -1737178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1737178.625000 Penalty: 4802.225098
	Iteration 46Q: 3 clusters Score -1737179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1737183.125000 Penalty: 4802.225098
	Iteration 47Q: 3 clusters Score -1737183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1737183.125000 Penalty: 4802.225098
	Iteration 48F: 3 clusters Score -1737183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Entering Unmasked Estep 
Score: -2996980.250000 Penalty: 2536.946045
	Iteration 0F: 2 clusters Score -2996980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2977816.750000 Penalty: 5073.892090
	Iteration 0F: 3 clusters Score -2977817 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2984825.250000 Penalty: 5073.892090
	Iteration 1F: 3 clusters Score -2984825 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2985532.500000 Penalty: 5073.892090
	Iteration 2F: 3 clusters Score -2985532 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2986394.250000 Penalty: 5073.892090
	Iteration 3F: 3 clusters Score -2986394 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2987521.500000 Penalty: 5073.892090
	Iteration 4F: 3 clusters Score -2987522 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2989075.250000 Penalty: 5073.892090
	Iteration 5F: 3 clusters Score -2989075 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2990897.250000 Penalty: 5073.892090
	Iteration 6F: 3 clusters Score -2990897 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2992475.750000 Penalty: 5073.892090
	Iteration 7F: 3 clusters Score -2992476 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2993642.500000 Penalty: 5073.892090
	Iteration 8Q: 3 clusters Score -2993642 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2994277.250000 Penalty: 5073.892090
	Iteration 9Q: 3 clusters Score -2994277 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2994554.000000 Penalty: 5073.892090
	Iteration 10Q: 3 clusters Score -2994554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2994670.250000 Penalty: 5073.892090
	Iteration 11Q: 3 clusters Score -2994670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2994745.750000 Penalty: 5073.892090
	Iteration 12Q: 3 clusters Score -2994746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2994797.750000 Penalty: 5073.892090
	Iteration 13Q: 3 clusters Score -2994798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2994828.000000 Penalty: 5073.892090
	Iteration 14Q: 3 clusters Score -2994828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2994855.500000 Penalty: 5073.892090
	Iteration 15Q: 3 clusters Score -2994856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2994860.000000 Penalty: 5073.892090
	Iteration 16Q: 3 clusters Score -2994860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2994869.250000 Penalty: 5073.892090
	Iteration 17Q: 3 clusters Score -2994869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2994877.750000 Penalty: 5073.892090
	Iteration 18Q: 3 clusters Score -2994878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2994878.750000 Penalty: 5073.892090
	Iteration 19Q: 3 clusters Score -2994879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2994884.750000 Penalty: 5073.892090
	Iteration 20F: 3 clusters Score -2994885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2994887.500000 Penalty: 5073.892090
	Iteration 21Q: 3 clusters Score -2994888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2994888.500000 Penalty: 5073.892090
	Iteration 22Q: 3 clusters Score -2994888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2994893.750000 Penalty: 5073.892090
	Iteration 23Q: 3 clusters Score -2994894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2994893.750000 Penalty: 5073.892090
	Iteration 24F: 3 clusters Score -2994894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -240527.593750 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -240527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -237632.187500 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -237632.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238152.765625 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -238152.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238321.703125 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -238321.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -238436.468750 Penalty: 3848.133545
	Iteration 3F: 3 clusters Score -238436.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -238532.250000 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -238532.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -238630.312500 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -238630.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -238709.718750 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -238709.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238783.515625 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -238783.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -238884.265625 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -238884.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -239018.156250 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -239018.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -239158.890625 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -239158.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -239300.375000 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -239300.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -239396.750000 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -239396.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -239506.437500 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -239506.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239738.140625 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -239738.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239992.328125 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -239992.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -240078.875000 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -240078.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -240139.093750 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -240139.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -240165.921875 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -240165.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -240175.140625 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -240175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -240179.812500 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -240179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -240185.593750 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -240185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -240189.937500 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -240189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -240195.671875 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -240195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -240196.593750 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -240196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -240197.125000 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -240197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -240197.125000 Penalty: 3848.133545
	Iteration 26F: 3 clusters Score -240197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Entering Unmasked Estep 
Score: -7017781.500000 Penalty: 2748.840088
	Iteration 0F: 2 clusters Score -7017782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -6974145.500000 Penalty: 5497.680176
	Iteration 0F: 3 clusters Score -6974146 nChanged 30506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -6991176.000000 Penalty: 5497.680176
	Iteration 1F: 3 clusters Score -6991176 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -6991823.500000 Penalty: 5497.680176
	Iteration 2Q: 3 clusters Score -6991824 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -6992647.000000 Penalty: 5497.680176
	Iteration 3Q: 3 clusters Score -6992647 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -6993684.000000 Penalty: 5497.680176
	Iteration 4Q: 3 clusters Score -6993684 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6995193.500000 Penalty: 5497.680176
	Iteration 5Q: 3 clusters Score -6995194 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6997391.500000 Penalty: 5497.680176
	Iteration 6F: 3 clusters Score -6997392 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -7000558.500000 Penalty: 5497.680176
	Iteration 7F: 3 clusters Score -7000558 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7004536.000000 Penalty: 5497.680176
	Iteration 8F: 3 clusters Score -7004536 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -7008429.000000 Penalty: 5497.680176
	Iteration 9F: 3 clusters Score -7008429 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -7010830.000000 Penalty: 5497.680176
	Iteration 10F: 3 clusters Score -7010830 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -7011896.500000 Penalty: 5497.680176
	Iteration 11Q: 3 clusters Score -7011896 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -7012376.000000 Penalty: 5497.680176
	Iteration 12Q: 3 clusters Score -7012376 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -7012826.000000 Penalty: 5497.680176
	Iteration 13Q: 3 clusters Score -7012826 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -7013079.500000 Penalty: 5497.680176
	Iteration 14Q: 3 clusters Score -7013080 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -7013337.500000 Penalty: 5497.680176
	Iteration 15Q: 3 clusters Score -7013338 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -7013541.000000 Penalty: 5497.680176
	Iteration 16Q: 3 clusters Score -7013541 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -7013796.500000 Penalty: 5497.680176
	Iteration 17Q: 3 clusters Score -7013796 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -7013978.000000 Penalty: 5497.680176
	Iteration 18Q: 3 clusters Score -7013978 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7014142.500000 Penalty: 5497.680176
	Iteration 19Q: 3 clusters Score -7014142 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7014264.500000 Penalty: 5497.680176
	Iteration 20F: 3 clusters Score -7014264 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -7014433.000000 Penalty: 5497.680176
	Iteration 21Q: 3 clusters Score -7014433 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -7014614.000000 Penalty: 5497.680176
	Iteration 22Q: 3 clusters Score -7014614 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -7014777.500000 Penalty: 5497.680176
	Iteration 23Q: 3 clusters Score -7014778 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -7014915.000000 Penalty: 5497.680176
	Iteration 24Q: 3 clusters Score -7014915 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -7015086.500000 Penalty: 5497.680176
	Iteration 25Q: 3 clusters Score -7015086 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -7015180.000000 Penalty: 5497.680176
	Iteration 26Q: 3 clusters Score -7015180 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7015337.500000 Penalty: 5497.680176
	Iteration 27Q: 3 clusters Score -7015338 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -7015448.000000 Penalty: 5497.680176
	Iteration 28Q: 3 clusters Score -7015448 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7015557.000000 Penalty: 5497.680176
	Iteration 29Q: 3 clusters Score -7015557 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7015636.000000 Penalty: 5497.680176
	Iteration 30Q: 3 clusters Score -7015636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7015680.500000 Penalty: 5497.680176
	Iteration 31Q: 3 clusters Score -7015680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7015752.500000 Penalty: 5497.680176
	Iteration 32Q: 3 clusters Score -7015752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7015809.500000 Penalty: 5497.680176
	Iteration 33Q: 3 clusters Score -7015810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7015868.000000 Penalty: 5497.680176
	Iteration 34Q: 3 clusters Score -7015868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7015914.000000 Penalty: 5497.680176
	Iteration 35Q: 3 clusters Score -7015914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7015933.000000 Penalty: 5497.680176
	Iteration 36Q: 3 clusters Score -7015933 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7015968.500000 Penalty: 5497.680176
	Iteration 37Q: 3 clusters Score -7015968 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7016008.000000 Penalty: 5497.680176
	Iteration 38Q: 3 clusters Score -7016008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7016045.500000 Penalty: 5497.680176
	Iteration 39Q: 3 clusters Score -7016046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7016078.000000 Penalty: 5497.680176
	Iteration 40F: 3 clusters Score -7016078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7016097.000000 Penalty: 5497.680176
	Iteration 41Q: 3 clusters Score -7016097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7016104.500000 Penalty: 5497.680176
	Iteration 42Q: 3 clusters Score -7016104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7016139.000000 Penalty: 5497.680176
	Iteration 43Q: 3 clusters Score -7016139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7016149.000000 Penalty: 5497.680176
	Iteration 44Q: 3 clusters Score -7016149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7016155.500000 Penalty: 5497.680176
	Iteration 45Q: 3 clusters Score -7016156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7016176.500000 Penalty: 5497.680176
	Iteration 46Q: 3 clusters Score -7016176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7016192.500000 Penalty: 5497.680176
	Iteration 47Q: 3 clusters Score -7016192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7016224.500000 Penalty: 5497.680176
	Iteration 48Q: 3 clusters Score -7016224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7016232.000000 Penalty: 5497.680176
	Iteration 49Q: 3 clusters Score -7016232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7016229.000000 Penalty: 5497.680176
	Iteration 50Q: 3 clusters Score -7016229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7016236.000000 Penalty: 5497.680176
	Iteration 51Q: 3 clusters Score -7016236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7016257.500000 Penalty: 5497.680176
	Iteration 52Q: 3 clusters Score -7016258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7016261.500000 Penalty: 5497.680176
	Iteration 53Q: 3 clusters Score -7016262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7016268.500000 Penalty: 5497.680176
	Iteration 54Q: 3 clusters Score -7016268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7016260.500000 Penalty: 5497.680176
	Iteration 55Q: 3 clusters Score -7016260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7016262.500000 Penalty: 5497.680176
	Iteration 56Q: 3 clusters Score -7016262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7016266.000000 Penalty: 5497.680176
	Iteration 57Q: 3 clusters Score -7016266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7016272.500000 Penalty: 5497.680176
	Iteration 58Q: 3 clusters Score -7016272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7016273.000000 Penalty: 5497.680176
	Iteration 59Q: 3 clusters Score -7016273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7016280.000000 Penalty: 5497.680176
	Iteration 60F: 3 clusters Score -7016280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7016268.000000 Penalty: 5497.680176
	Iteration 61Q: 3 clusters Score -7016268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7016265.500000 Penalty: 5497.680176
	Iteration 62Q: 3 clusters Score -7016266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7016270.000000 Penalty: 5497.680176
	Iteration 63Q: 3 clusters Score -7016270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7016275.000000 Penalty: 5497.680176
	Iteration 64Q: 3 clusters Score -7016275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7016274.500000 Penalty: 5497.680176
	Iteration 65Q: 3 clusters Score -7016274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7016275.000000 Penalty: 5497.680176
	Iteration 66Q: 3 clusters Score -7016275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7016278.500000 Penalty: 5497.680176
	Iteration 67Q: 3 clusters Score -7016278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7016272.000000 Penalty: 5497.680176
	Iteration 68Q: 3 clusters Score -7016272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7016283.500000 Penalty: 5497.680176
	Iteration 69Q: 3 clusters Score -7016284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7016279.500000 Penalty: 5497.680176
	Iteration 70Q: 3 clusters Score -7016280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7016279.500000 Penalty: 5497.680176
	Iteration 71F: 3 clusters Score -7016280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (257771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257771 members 
Entering Unmasked Estep 
Score: -27375932.000000 Penalty: 3090.036865
	Iteration 0F: 2 clusters Score -2.737593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 128442 members 
Entering Unmasked Estep 
Score: -27208018.000000 Penalty: 6180.073730
	Iteration 0F: 3 clusters Score -2.720802e+07 nChanged 124377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139074 members 
Mstep: Class 2 contains 118697 members 
Entering Unmasked Estep 
Score: -27282950.000000 Penalty: 6180.073730
	Iteration 1F: 3 clusters Score -2.728295e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -27287798.000000 Penalty: 6180.073730
	Iteration 2Q: 3 clusters Score -2.72878e+07 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155646 members 
Mstep: Class 2 contains 102125 members 
Entering Unmasked Estep 
Score: -27296200.000000 Penalty: 6180.073730
	Iteration 3F: 3 clusters Score -2.72962e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -27310642.000000 Penalty: 6180.073730
	Iteration 4F: 3 clusters Score -2.731064e+07 nChanged 21716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -27328802.000000 Penalty: 6180.073730
	Iteration 5F: 3 clusters Score -2.73288e+07 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203936 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -27347458.000000 Penalty: 6180.073730
	Iteration 6F: 3 clusters Score -2.734746e+07 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -27359666.000000 Penalty: 6180.073730
	Iteration 7F: 3 clusters Score -2.735967e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223312 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -27365974.000000 Penalty: 6180.073730
	Iteration 8Q: 3 clusters Score -2.736597e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228423 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -27368782.000000 Penalty: 6180.073730
	Iteration 9Q: 3 clusters Score -2.736878e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232600 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -27370472.000000 Penalty: 6180.073730
	Iteration 10Q: 3 clusters Score -2.737047e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236170 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -27371862.000000 Penalty: 6180.073730
	Iteration 11Q: 3 clusters Score -2.737186e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239289 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -27373094.000000 Penalty: 6180.073730
	Iteration 12Q: 3 clusters Score -2.737309e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241998 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -27374286.000000 Penalty: 6180.073730
	Iteration 13Q: 3 clusters Score -2.737429e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244260 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -27375258.000000 Penalty: 6180.073730
	Iteration 14Q: 3 clusters Score -2.737526e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246082 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -27375872.000000 Penalty: 6180.073730
	Iteration 15Q: 3 clusters Score -2.737587e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247504 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -27376206.000000 Penalty: 6180.073730
	Iteration 16Q: 3 clusters Score -2.737621e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248691 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -27376420.000000 Penalty: 6180.073730
	Iteration 17Q: 3 clusters Score -2.737642e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249603 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -27376522.000000 Penalty: 6180.073730
	Iteration 18Q: 3 clusters Score -2.737652e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250332 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -27376788.000000 Penalty: 6180.073730
	Iteration 19Q: 3 clusters Score -2.737679e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250910 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -27376902.000000 Penalty: 6180.073730
	Iteration 20F: 3 clusters Score -2.73769e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251369 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -27377066.000000 Penalty: 6180.073730
	Iteration 21Q: 3 clusters Score -2.737707e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251752 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -27377216.000000 Penalty: 6180.073730
	Iteration 22Q: 3 clusters Score -2.737722e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252061 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -27377252.000000 Penalty: 6180.073730
	Iteration 23Q: 3 clusters Score -2.737725e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252358 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -27377282.000000 Penalty: 6180.073730
	Iteration 24Q: 3 clusters Score -2.737728e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252609 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -27377302.000000 Penalty: 6180.073730
	Iteration 25Q: 3 clusters Score -2.73773e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252781 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -27377338.000000 Penalty: 6180.073730
	Iteration 26Q: 3 clusters Score -2.737734e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252896 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -27377374.000000 Penalty: 6180.073730
	Iteration 27Q: 3 clusters Score -2.737737e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252979 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -27377338.000000 Penalty: 6180.073730
	Iteration 28Q: 3 clusters Score -2.737734e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253050 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -27377330.000000 Penalty: 6180.073730
	Iteration 29Q: 3 clusters Score -2.737733e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253108 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -27377374.000000 Penalty: 6180.073730
	Iteration 30Q: 3 clusters Score -2.737737e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253152 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -27377386.000000 Penalty: 6180.073730
	Iteration 31Q: 3 clusters Score -2.737739e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253191 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -27377374.000000 Penalty: 6180.073730
	Iteration 32Q: 3 clusters Score -2.737737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253222 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -27377368.000000 Penalty: 6180.073730
	Iteration 33Q: 3 clusters Score -2.737737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253252 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -27377374.000000 Penalty: 6180.073730
	Iteration 34Q: 3 clusters Score -2.737737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253273 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -27377368.000000 Penalty: 6180.073730
	Iteration 35Q: 3 clusters Score -2.737737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253294 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -27377368.000000 Penalty: 6180.073730
	Iteration 36Q: 3 clusters Score -2.737737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253308 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -27377396.000000 Penalty: 6180.073730
	Iteration 37Q: 3 clusters Score -2.73774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253317 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -27377386.000000 Penalty: 6180.073730
	Iteration 38Q: 3 clusters Score -2.737739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253322 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -27377386.000000 Penalty: 6180.073730
	Iteration 39Q: 3 clusters Score -2.737739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253327 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -27377366.000000 Penalty: 6180.073730
	Iteration 40F: 3 clusters Score -2.737737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253333 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -27377380.000000 Penalty: 6180.073730
	Iteration 41Q: 3 clusters Score -2.737738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253340 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -27377376.000000 Penalty: 6180.073730
	Iteration 42Q: 3 clusters Score -2.737738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253346 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -27377350.000000 Penalty: 6180.073730
	Iteration 43Q: 3 clusters Score -2.737735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253348 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -27377334.000000 Penalty: 6180.073730
	Iteration 44Q: 3 clusters Score -2.737733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253348 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -27377338.000000 Penalty: 6180.073730
	Iteration 45Q: 3 clusters Score -2.737734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253353 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -27377336.000000 Penalty: 6180.073730
	Iteration 46Q: 3 clusters Score -2.737734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253357 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -27377328.000000 Penalty: 6180.073730
	Iteration 47Q: 3 clusters Score -2.737733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253361 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -27377326.000000 Penalty: 6180.073730
	Iteration 48Q: 3 clusters Score -2.737733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253372 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -27377344.000000 Penalty: 6180.073730
	Iteration 49Q: 3 clusters Score -2.737734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253382 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -27377356.000000 Penalty: 6180.073730
	Iteration 50Q: 3 clusters Score -2.737736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253386 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -27377368.000000 Penalty: 6180.073730
	Iteration 51Q: 3 clusters Score -2.737737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253391 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -27377378.000000 Penalty: 6180.073730
	Iteration 52Q: 3 clusters Score -2.737738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253390 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -27377374.000000 Penalty: 6180.073730
	Iteration 53Q: 3 clusters Score -2.737737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253389 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -27377382.000000 Penalty: 6180.073730
	Iteration 54Q: 3 clusters Score -2.737738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253390 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -27377374.000000 Penalty: 6180.073730
	Iteration 55Q: 3 clusters Score -2.737737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253390 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -27377370.000000 Penalty: 6180.073730
	Iteration 56Q: 3 clusters Score -2.737737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253392 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -27377366.000000 Penalty: 6180.073730
	Iteration 57Q: 3 clusters Score -2.737737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253395 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -27377366.000000 Penalty: 6180.073730
	Iteration 58Q: 3 clusters Score -2.737737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253396 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -27377358.000000 Penalty: 6180.073730
	Iteration 59Q: 3 clusters Score -2.737736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253398 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -27377368.000000 Penalty: 6180.073730
	Iteration 60F: 3 clusters Score -2.737737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253397 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -27377366.000000 Penalty: 6180.073730
	Iteration 61Q: 3 clusters Score -2.737737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253396 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -27377376.000000 Penalty: 6180.073730
	Iteration 62Q: 3 clusters Score -2.737738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253396 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -27377382.000000 Penalty: 6180.073730
	Iteration 63Q: 3 clusters Score -2.737738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253396 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -27377372.000000 Penalty: 6180.073730
	Iteration 64Q: 3 clusters Score -2.737737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253395 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -27377366.000000 Penalty: 6180.073730
	Iteration 65Q: 3 clusters Score -2.737737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253395 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -27377366.000000 Penalty: 6180.073730
	Iteration 66F: 3 clusters Score -2.737737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 65123 members 
Mstep: Class 8 contains 253395 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 193885 members 
Mstep: Class 15 contains 215529 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 420975 members 
Mstep: Class 21 contains 25326 members 
Mstep: Class 22 contains 185069 members 
Mstep: Class 23 contains 6251 members 
Entering Unmasked Estep 
Score: -158278528.000000 Penalty: 63555.152344
Splitting cluster 8 changes total score from -158273280.000000 to -158278528.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -19213.072266 Penalty: 1327.260864
	Iteration 0F: 2 clusters Score -19213.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18097.589844 Penalty: 2654.521729
	Iteration 0F: 3 clusters Score -18097.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18146.669922 Penalty: 2654.521729
	Iteration 1Q: 3 clusters Score -18146.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18171.439453 Penalty: 2654.521729
	Iteration 2Q: 3 clusters Score -18171.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18175.294922 Penalty: 2654.521729
	Iteration 3Q: 3 clusters Score -18175.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18175.294922 Penalty: 2654.521729
	Iteration 4F: 3 clusters Score -18175.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -245854.281250 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -245854.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -243030.921875 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -243030.9 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -248857.531250 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -248857.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -253701.734375 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -253701.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -255065.250000 Penalty: 3995.200684
	Iteration 3F: 3 clusters Score -255065.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -255285.156250 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -255285.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -255526.218750 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -255526.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -255842.968750 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -255843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -256207.046875 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -256207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -256691.015625 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -256691 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -257245.890625 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -257245.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -257787.140625 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -257787.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -258384.687500 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -258384.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -258997.796875 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -258997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -259250.203125 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -259250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -259303.078125 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -259303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -259304.734375 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -259304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -259307.625000 Penalty: 3995.200684
	Iteration 16F: 3 clusters Score -259307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -259308.312500 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -259308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -259308.312500 Penalty: 3995.200684
	Iteration 18F: 3 clusters Score -259308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 65123 members 
Mstep: Class 8 contains 253395 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 193885 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 15 contains 215529 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 420975 members 
Mstep: Class 21 contains 25326 members 
Mstep: Class 22 contains 185069 members 
Mstep: Class 23 contains 6251 members 
Entering Unmasked Estep 
Score: -158290208.000000 Penalty: 67085.992188
Splitting cluster 10 changes total score from -158273280.000000 to -158290208.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (193885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193885 members 
Entering Unmasked Estep 
Score: -20575950.000000 Penalty: 3019.405029
	Iteration 0F: 2 clusters Score -2.057595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -20446982.000000 Penalty: 6038.810059
	Iteration 0F: 3 clusters Score -2.044698e+07 nChanged 93421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -20501810.000000 Penalty: 6038.810059
	Iteration 1F: 3 clusters Score -2.050181e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -20503546.000000 Penalty: 6038.810059
	Iteration 2Q: 3 clusters Score -2.050355e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -20505968.000000 Penalty: 6038.810059
	Iteration 3Q: 3 clusters Score -2.050597e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -20509778.000000 Penalty: 6038.810059
	Iteration 4Q: 3 clusters Score -2.050978e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -20514950.000000 Penalty: 6038.810059
	Iteration 5F: 3 clusters Score -2.051495e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -20522096.000000 Penalty: 6038.810059
	Iteration 6F: 3 clusters Score -2.05221e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121982 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -20530370.000000 Penalty: 6038.810059
	Iteration 7F: 3 clusters Score -2.053037e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127346 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -20538758.000000 Penalty: 6038.810059
	Iteration 8F: 3 clusters Score -2.053876e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -20545242.000000 Penalty: 6038.810059
	Iteration 9F: 3 clusters Score -2.054524e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134929 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -20549022.000000 Penalty: 6038.810059
	Iteration 10Q: 3 clusters Score -2.054902e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137938 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -20551066.000000 Penalty: 6038.810059
	Iteration 11Q: 3 clusters Score -2.055107e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140863 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -20552310.000000 Penalty: 6038.810059
	Iteration 12Q: 3 clusters Score -2.055231e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -20553466.000000 Penalty: 6038.810059
	Iteration 13Q: 3 clusters Score -2.055347e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146941 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -20554368.000000 Penalty: 6038.810059
	Iteration 14Q: 3 clusters Score -2.055437e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -20555424.000000 Penalty: 6038.810059
	Iteration 15Q: 3 clusters Score -2.055542e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -20556502.000000 Penalty: 6038.810059
	Iteration 16Q: 3 clusters Score -2.05565e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156781 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -20557722.000000 Penalty: 6038.810059
	Iteration 17Q: 3 clusters Score -2.055772e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160213 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -20559090.000000 Penalty: 6038.810059
	Iteration 18Q: 3 clusters Score -2.055909e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -20560380.000000 Penalty: 6038.810059
	Iteration 19Q: 3 clusters Score -2.056038e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -20561822.000000 Penalty: 6038.810059
	Iteration 20F: 3 clusters Score -2.056182e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -20563298.000000 Penalty: 6038.810059
	Iteration 21Q: 3 clusters Score -2.05633e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173752 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -20564650.000000 Penalty: 6038.810059
	Iteration 22Q: 3 clusters Score -2.056465e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176881 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -20566138.000000 Penalty: 6038.810059
	Iteration 23Q: 3 clusters Score -2.056614e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179783 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -20567446.000000 Penalty: 6038.810059
	Iteration 24Q: 3 clusters Score -2.056745e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182316 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -20568596.000000 Penalty: 6038.810059
	Iteration 25Q: 3 clusters Score -2.05686e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184512 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -20569588.000000 Penalty: 6038.810059
	Iteration 26Q: 3 clusters Score -2.056959e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186405 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -20570538.000000 Penalty: 6038.810059
	Iteration 27Q: 3 clusters Score -2.057054e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187922 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -20571162.000000 Penalty: 6038.810059
	Iteration 28Q: 3 clusters Score -2.057116e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -20571770.000000 Penalty: 6038.810059
	Iteration 29Q: 3 clusters Score -2.057177e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190028 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -20572180.000000 Penalty: 6038.810059
	Iteration 30Q: 3 clusters Score -2.057218e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190701 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -20572484.000000 Penalty: 6038.810059
	Iteration 31Q: 3 clusters Score -2.057248e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191192 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20572730.000000 Penalty: 6038.810059
	Iteration 32Q: 3 clusters Score -2.057273e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191541 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -20572940.000000 Penalty: 6038.810059
	Iteration 33Q: 3 clusters Score -2.057294e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191811 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20573054.000000 Penalty: 6038.810059
	Iteration 34Q: 3 clusters Score -2.057305e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192027 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -20573126.000000 Penalty: 6038.810059
	Iteration 35Q: 3 clusters Score -2.057313e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192204 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20573190.000000 Penalty: 6038.810059
	Iteration 36Q: 3 clusters Score -2.057319e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192356 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -20573292.000000 Penalty: 6038.810059
	Iteration 37Q: 3 clusters Score -2.057329e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192474 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20573326.000000 Penalty: 6038.810059
	Iteration 38Q: 3 clusters Score -2.057333e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192582 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20573384.000000 Penalty: 6038.810059
	Iteration 39Q: 3 clusters Score -2.057338e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192658 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20573414.000000 Penalty: 6038.810059
	Iteration 40F: 3 clusters Score -2.057341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192705 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20573424.000000 Penalty: 6038.810059
	Iteration 41Q: 3 clusters Score -2.057342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192755 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20573432.000000 Penalty: 6038.810059
	Iteration 42Q: 3 clusters Score -2.057343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192776 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20573432.000000 Penalty: 6038.810059
	Iteration 43Q: 3 clusters Score -2.057343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192785 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20573434.000000 Penalty: 6038.810059
	Iteration 44Q: 3 clusters Score -2.057343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20573438.000000 Penalty: 6038.810059
	Iteration 45Q: 3 clusters Score -2.057344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192816 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -20573450.000000 Penalty: 6038.810059
	Iteration 46Q: 3 clusters Score -2.057345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192825 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -20573460.000000 Penalty: 6038.810059
	Iteration 47Q: 3 clusters Score -2.057346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20573476.000000 Penalty: 6038.810059
	Iteration 48Q: 3 clusters Score -2.057348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192849 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20573482.000000 Penalty: 6038.810059
	Iteration 49Q: 3 clusters Score -2.057348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192855 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -20573472.000000 Penalty: 6038.810059
	Iteration 50Q: 3 clusters Score -2.057347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20573486.000000 Penalty: 6038.810059
	Iteration 51Q: 3 clusters Score -2.057349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20573464.000000 Penalty: 6038.810059
	Iteration 52Q: 3 clusters Score -2.057346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20573492.000000 Penalty: 6038.810059
	Iteration 53Q: 3 clusters Score -2.057349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192882 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20573492.000000 Penalty: 6038.810059
	Iteration 54Q: 3 clusters Score -2.057349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192885 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20573484.000000 Penalty: 6038.810059
	Iteration 55Q: 3 clusters Score -2.057348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192885 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20573484.000000 Penalty: 6038.810059
	Iteration 56F: 3 clusters Score -2.057348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (215529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215529 members 
Entering Unmasked Estep 
Score: -22885388.000000 Penalty: 3045.650879
	Iteration 0F: 2 clusters Score -2.288539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -22742890.000000 Penalty: 6091.301758
	Iteration 0F: 3 clusters Score -2.274289e+07 nChanged 103896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -22803002.000000 Penalty: 6091.301758
	Iteration 1F: 3 clusters Score -2.2803e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113002 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -22804376.000000 Penalty: 6091.301758
	Iteration 2Q: 3 clusters Score -2.280438e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -22806352.000000 Penalty: 6091.301758
	Iteration 3Q: 3 clusters Score -2.280635e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119973 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -22809616.000000 Penalty: 6091.301758
	Iteration 4Q: 3 clusters Score -2.280962e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -22814368.000000 Penalty: 6091.301758
	Iteration 5Q: 3 clusters Score -2.281437e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133777 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -22821202.000000 Penalty: 6091.301758
	Iteration 6F: 3 clusters Score -2.28212e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -22829702.000000 Penalty: 6091.301758
	Iteration 7F: 3 clusters Score -2.28297e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -22839158.000000 Penalty: 6091.301758
	Iteration 8F: 3 clusters Score -2.283916e+07 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166291 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -22849102.000000 Penalty: 6091.301758
	Iteration 9F: 3 clusters Score -2.28491e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -22858096.000000 Penalty: 6091.301758
	Iteration 10F: 3 clusters Score -2.28581e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -22866062.000000 Penalty: 6091.301758
	Iteration 11F: 3 clusters Score -2.286606e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197151 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -22871944.000000 Penalty: 6091.301758
	Iteration 12Q: 3 clusters Score -2.287194e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203500 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -22876046.000000 Penalty: 6091.301758
	Iteration 13Q: 3 clusters Score -2.287605e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207828 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -22878606.000000 Penalty: 6091.301758
	Iteration 14Q: 3 clusters Score -2.287861e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210532 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -22880240.000000 Penalty: 6091.301758
	Iteration 15Q: 3 clusters Score -2.288024e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212239 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -22881216.000000 Penalty: 6091.301758
	Iteration 16Q: 3 clusters Score -2.288122e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213263 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -22881782.000000 Penalty: 6091.301758
	Iteration 17Q: 3 clusters Score -2.288178e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213864 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22882130.000000 Penalty: 6091.301758
	Iteration 18Q: 3 clusters Score -2.288213e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214230 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22882378.000000 Penalty: 6091.301758
	Iteration 19Q: 3 clusters Score -2.288238e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214411 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -22882538.000000 Penalty: 6091.301758
	Iteration 20F: 3 clusters Score -2.288254e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214530 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -22882636.000000 Penalty: 6091.301758
	Iteration 21Q: 3 clusters Score -2.288264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214622 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22882740.000000 Penalty: 6091.301758
	Iteration 22Q: 3 clusters Score -2.288274e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214689 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22882802.000000 Penalty: 6091.301758
	Iteration 23Q: 3 clusters Score -2.28828e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214722 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22882836.000000 Penalty: 6091.301758
	Iteration 24Q: 3 clusters Score -2.288284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214747 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -22882848.000000 Penalty: 6091.301758
	Iteration 25Q: 3 clusters Score -2.288285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214761 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22882860.000000 Penalty: 6091.301758
	Iteration 26Q: 3 clusters Score -2.288286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22882852.000000 Penalty: 6091.301758
	Iteration 27Q: 3 clusters Score -2.288285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214774 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22882856.000000 Penalty: 6091.301758
	Iteration 28Q: 3 clusters Score -2.288286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214780 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22882856.000000 Penalty: 6091.301758
	Iteration 29Q: 3 clusters Score -2.288286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214786 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22882858.000000 Penalty: 6091.301758
	Iteration 30Q: 3 clusters Score -2.288286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214794 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22882862.000000 Penalty: 6091.301758
	Iteration 31Q: 3 clusters Score -2.288286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214801 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22882862.000000 Penalty: 6091.301758
	Iteration 32Q: 3 clusters Score -2.288286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214814 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -22882870.000000 Penalty: 6091.301758
	Iteration 33Q: 3 clusters Score -2.288287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214819 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22882872.000000 Penalty: 6091.301758
	Iteration 34Q: 3 clusters Score -2.288287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214828 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -22882870.000000 Penalty: 6091.301758
	Iteration 35Q: 3 clusters Score -2.288287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214833 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22882890.000000 Penalty: 6091.301758
	Iteration 36Q: 3 clusters Score -2.288289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214838 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22882894.000000 Penalty: 6091.301758
	Iteration 37Q: 3 clusters Score -2.288289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214842 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22882900.000000 Penalty: 6091.301758
	Iteration 38Q: 3 clusters Score -2.28829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214844 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22882908.000000 Penalty: 6091.301758
	Iteration 39Q: 3 clusters Score -2.288291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214847 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -22882904.000000 Penalty: 6091.301758
	Iteration 40F: 3 clusters Score -2.28829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214851 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22882904.000000 Penalty: 6091.301758
	Iteration 41Q: 3 clusters Score -2.28829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214854 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22882892.000000 Penalty: 6091.301758
	Iteration 42Q: 3 clusters Score -2.288289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214855 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22882900.000000 Penalty: 6091.301758
	Iteration 43Q: 3 clusters Score -2.28829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214856 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22882892.000000 Penalty: 6091.301758
	Iteration 44Q: 3 clusters Score -2.288289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214858 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22882906.000000 Penalty: 6091.301758
	Iteration 45Q: 3 clusters Score -2.288291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214861 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22882892.000000 Penalty: 6091.301758
	Iteration 46Q: 3 clusters Score -2.288289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214864 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22882896.000000 Penalty: 6091.301758
	Iteration 47Q: 3 clusters Score -2.28829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214866 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22882902.000000 Penalty: 6091.301758
	Iteration 48Q: 3 clusters Score -2.28829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214870 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22882908.000000 Penalty: 6091.301758
	Iteration 49Q: 3 clusters Score -2.288291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214869 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22882900.000000 Penalty: 6091.301758
	Iteration 50Q: 3 clusters Score -2.28829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214870 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22882906.000000 Penalty: 6091.301758
	Iteration 51Q: 3 clusters Score -2.288291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214870 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22882906.000000 Penalty: 6091.301758
	Iteration 52F: 3 clusters Score -2.288291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -662303.062500 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -662303.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -656838.937500 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -656838.9 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -658291.375000 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -658291.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -658595.687500 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -658595.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -658789.875000 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -658789.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -658935.750000 Penalty: 4353.820312
	Iteration 4Q: 3 clusters Score -658935.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -659057.937500 Penalty: 4353.820312
	Iteration 5Q: 3 clusters Score -659057.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -659173.187500 Penalty: 4353.820312
	Iteration 6Q: 3 clusters Score -659173.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -659278.062500 Penalty: 4353.820312
	Iteration 7Q: 3 clusters Score -659278.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -659393.687500 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -659393.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -659501.437500 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -659501.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -659606.437500 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -659606.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -659726.062500 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -659726.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -659843.375000 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -659843.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -659944.000000 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -659944 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -660030.437500 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -660030.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -660109.375000 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -660109.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -660187.437500 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -660187.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -660244.312500 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -660244.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -660286.375000 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -660286.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -660319.937500 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -660319.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -660345.250000 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -660345.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -660363.125000 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -660363.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -660379.562500 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -660379.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -660393.062500 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -660393.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -660397.812500 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -660397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -660404.437500 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -660404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -660410.875000 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -660410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -660422.437500 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -660422.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -660433.625000 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -660433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -660445.062500 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -660445.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -660456.562500 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -660456.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -660471.750000 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -660471.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -660476.750000 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -660476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -660482.625000 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -660482.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -660492.625000 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -660492.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -660504.750000 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -660504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -660511.625000 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -660511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -660515.312500 Penalty: 4353.820312
	Iteration 37Q: 3 clusters Score -660515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -660521.437500 Penalty: 4353.820312
	Iteration 38Q: 3 clusters Score -660521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -660527.687500 Penalty: 4353.820312
	Iteration 39Q: 3 clusters Score -660527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -660530.687500 Penalty: 4353.820312
	Iteration 40F: 3 clusters Score -660530.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -660537.625000 Penalty: 4353.820312
	Iteration 41Q: 3 clusters Score -660537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -660540.062500 Penalty: 4353.820312
	Iteration 42Q: 3 clusters Score -660540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -660543.250000 Penalty: 4353.820312
	Iteration 43Q: 3 clusters Score -660543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -660546.750000 Penalty: 4353.820312
	Iteration 44Q: 3 clusters Score -660546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -660551.875000 Penalty: 4353.820312
	Iteration 45Q: 3 clusters Score -660551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -660556.375000 Penalty: 4353.820312
	Iteration 46Q: 3 clusters Score -660556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -660560.875000 Penalty: 4353.820312
	Iteration 47Q: 3 clusters Score -660560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -660563.750000 Penalty: 4353.820312
	Iteration 48Q: 3 clusters Score -660563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -660567.687500 Penalty: 4353.820312
	Iteration 49Q: 3 clusters Score -660567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -660569.562500 Penalty: 4353.820312
	Iteration 50Q: 3 clusters Score -660569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -660571.875000 Penalty: 4353.820312
	Iteration 51Q: 3 clusters Score -660571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -660571.875000 Penalty: 4353.820312
	Iteration 52F: 3 clusters Score -660571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Entering Unmasked Estep 
Score: -4210264.500000 Penalty: 2627.549561
	Iteration 0F: 2 clusters Score -4210264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4183028.750000 Penalty: 5255.099121
	Iteration 0F: 3 clusters Score -4183029 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4193063.250000 Penalty: 5255.099121
	Iteration 1F: 3 clusters Score -4193063 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4193478.500000 Penalty: 5255.099121
	Iteration 2Q: 3 clusters Score -4193478 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4193826.500000 Penalty: 5255.099121
	Iteration 3Q: 3 clusters Score -4193826 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4194180.250000 Penalty: 5255.099121
	Iteration 4Q: 3 clusters Score -4194180 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4194538.000000 Penalty: 5255.099121
	Iteration 5Q: 3 clusters Score -4194538 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4195025.500000 Penalty: 5255.099121
	Iteration 6Q: 3 clusters Score -4195026 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4195725.500000 Penalty: 5255.099121
	Iteration 7Q: 3 clusters Score -4195726 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4196869.500000 Penalty: 5255.099121
	Iteration 8F: 3 clusters Score -4196870 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4198824.000000 Penalty: 5255.099121
	Iteration 9F: 3 clusters Score -4198824 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4201513.000000 Penalty: 5255.099121
	Iteration 10F: 3 clusters Score -4201513 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4204404.500000 Penalty: 5255.099121
	Iteration 11F: 3 clusters Score -4204404 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4206430.000000 Penalty: 5255.099121
	Iteration 12F: 3 clusters Score -4206430 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4207323.000000 Penalty: 5255.099121
	Iteration 13Q: 3 clusters Score -4207323 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4207627.000000 Penalty: 5255.099121
	Iteration 14Q: 3 clusters Score -4207627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4207771.000000 Penalty: 5255.099121
	Iteration 15Q: 3 clusters Score -4207771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4207827.500000 Penalty: 5255.099121
	Iteration 16Q: 3 clusters Score -4207828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4207871.500000 Penalty: 5255.099121
	Iteration 17Q: 3 clusters Score -4207872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4207888.000000 Penalty: 5255.099121
	Iteration 18Q: 3 clusters Score -4207888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4207902.500000 Penalty: 5255.099121
	Iteration 19Q: 3 clusters Score -4207902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4207912.000000 Penalty: 5255.099121
	Iteration 20F: 3 clusters Score -4207912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4207913.500000 Penalty: 5255.099121
	Iteration 21Q: 3 clusters Score -4207914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4207913.500000 Penalty: 5255.099121
	Iteration 22Q: 3 clusters Score -4207914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4207913.500000 Penalty: 5255.099121
	Iteration 23F: 3 clusters Score -4207914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (420975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420975 members 
Entering Unmasked Estep 
Score: -44477776.000000 Penalty: 3211.681641
	Iteration 0F: 2 clusters Score -4.447778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210354 members 
Mstep: Class 2 contains 210621 members 
Entering Unmasked Estep 
Score: -44232028.000000 Penalty: 6423.363281
	Iteration 0F: 3 clusters Score -4.423203e+07 nChanged 205125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 214928 members 
Entering Unmasked Estep 
Score: -44354712.000000 Penalty: 6423.363281
	Iteration 1F: 3 clusters Score -4.435471e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201419 members 
Mstep: Class 2 contains 219556 members 
Entering Unmasked Estep 
Score: -44356388.000000 Penalty: 6423.363281
	Iteration 2Q: 3 clusters Score -4.435639e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194257 members 
Mstep: Class 2 contains 226718 members 
Entering Unmasked Estep 
Score: -44359288.000000 Penalty: 6423.363281
	Iteration 3Q: 3 clusters Score -4.435929e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183277 members 
Mstep: Class 2 contains 237698 members 
Entering Unmasked Estep 
Score: -44363264.000000 Penalty: 6423.363281
	Iteration 4Q: 3 clusters Score -4.436326e+07 nChanged 18523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 254445 members 
Entering Unmasked Estep 
Score: -44370052.000000 Penalty: 6423.363281
	Iteration 5Q: 3 clusters Score -4.437005e+07 nChanged 25554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141964 members 
Mstep: Class 2 contains 279011 members 
Entering Unmasked Estep 
Score: -44383940.000000 Penalty: 6423.363281
	Iteration 6F: 3 clusters Score -4.438394e+07 nChanged 34192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 312795 members 
Entering Unmasked Estep 
Score: -44408332.000000 Penalty: 6423.363281
	Iteration 7F: 3 clusters Score -4.440833e+07 nChanged 39496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 352209 members 
Entering Unmasked Estep 
Score: -44436952.000000 Penalty: 6423.363281
	Iteration 8F: 3 clusters Score -4.443695e+07 nChanged 35179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 387386 members 
Entering Unmasked Estep 
Score: -44457740.000000 Penalty: 6423.363281
	Iteration 9F: 3 clusters Score -4.445774e+07 nChanged 21301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 408687 members 
Entering Unmasked Estep 
Score: -44467724.000000 Penalty: 6423.363281
	Iteration 10F: 3 clusters Score -4.446772e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 417390 members 
Entering Unmasked Estep 
Score: -44472476.000000 Penalty: 6423.363281
	Iteration 11Q: 3 clusters Score -4.447248e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 419945 members 
Entering Unmasked Estep 
Score: -44474152.000000 Penalty: 6423.363281
	Iteration 12Q: 3 clusters Score -4.447415e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 420497 members 
Entering Unmasked Estep 
Score: -44474572.000000 Penalty: 6423.363281
	Iteration 13Q: 3 clusters Score -4.447457e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 420634 members 
Entering Unmasked Estep 
Score: -44474672.000000 Penalty: 6423.363281
	Iteration 14Q: 3 clusters Score -4.447467e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 420686 members 
Entering Unmasked Estep 
Score: -44474752.000000 Penalty: 6423.363281
	Iteration 15Q: 3 clusters Score -4.447475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 420705 members 
Entering Unmasked Estep 
Score: -44474824.000000 Penalty: 6423.363281
	Iteration 16Q: 3 clusters Score -4.447482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 420722 members 
Entering Unmasked Estep 
Score: -44474808.000000 Penalty: 6423.363281
	Iteration 17Q: 3 clusters Score -4.447481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420725 members 
Entering Unmasked Estep 
Score: -44474836.000000 Penalty: 6423.363281
	Iteration 18Q: 3 clusters Score -4.447484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 420722 members 
Entering Unmasked Estep 
Score: -44474868.000000 Penalty: 6423.363281
	Iteration 19Q: 3 clusters Score -4.447487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 420723 members 
Entering Unmasked Estep 
Score: -44474872.000000 Penalty: 6423.363281
	Iteration 20F: 3 clusters Score -4.447487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 420726 members 
Entering Unmasked Estep 
Score: -44474872.000000 Penalty: 6423.363281
	Iteration 21Q: 3 clusters Score -4.447487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 420729 members 
Entering Unmasked Estep 
Score: -44474896.000000 Penalty: 6423.363281
	Iteration 22Q: 3 clusters Score -4.44749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 420728 members 
Entering Unmasked Estep 
Score: -44474908.000000 Penalty: 6423.363281
	Iteration 23Q: 3 clusters Score -4.447491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 420727 members 
Entering Unmasked Estep 
Score: -44474892.000000 Penalty: 6423.363281
	Iteration 24Q: 3 clusters Score -4.447489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420725 members 
Entering Unmasked Estep 
Score: -44474912.000000 Penalty: 6423.363281
	Iteration 25Q: 3 clusters Score -4.447491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420725 members 
Entering Unmasked Estep 
Score: -44474912.000000 Penalty: 6423.363281
	Iteration 26F: 3 clusters Score -4.447491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Entering Unmasked Estep 
Score: -2384197.750000 Penalty: 2514.617432
	Iteration 0F: 2 clusters Score -2384198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2366997.250000 Penalty: 5029.234863
	Iteration 0F: 3 clusters Score -2366997 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2377587.500000 Penalty: 5029.234863
	Iteration 1F: 3 clusters Score -2377588 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2384070.000000 Penalty: 5029.234863
	Iteration 2F: 3 clusters Score -2384070 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2388099.750000 Penalty: 5029.234863
	Iteration 3F: 3 clusters Score -2388100 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2389470.250000 Penalty: 5029.234863
	Iteration 4F: 3 clusters Score -2389470 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2389976.750000 Penalty: 5029.234863
	Iteration 5Q: 3 clusters Score -2389977 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2390223.750000 Penalty: 5029.234863
	Iteration 6Q: 3 clusters Score -2390224 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2390372.750000 Penalty: 5029.234863
	Iteration 7Q: 3 clusters Score -2390373 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2390450.500000 Penalty: 5029.234863
	Iteration 8Q: 3 clusters Score -2390450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2390498.750000 Penalty: 5029.234863
	Iteration 9Q: 3 clusters Score -2390499 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2390526.250000 Penalty: 5029.234863
	Iteration 10Q: 3 clusters Score -2390526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2390554.250000 Penalty: 5029.234863
	Iteration 11Q: 3 clusters Score -2390554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2390575.250000 Penalty: 5029.234863
	Iteration 12Q: 3 clusters Score -2390575 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2390589.250000 Penalty: 5029.234863
	Iteration 13Q: 3 clusters Score -2390589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2390600.750000 Penalty: 5029.234863
	Iteration 14Q: 3 clusters Score -2390601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2390607.000000 Penalty: 5029.234863
	Iteration 15Q: 3 clusters Score -2390607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2390614.750000 Penalty: 5029.234863
	Iteration 16Q: 3 clusters Score -2390615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2390613.750000 Penalty: 5029.234863
	Iteration 17Q: 3 clusters Score -2390614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2390621.250000 Penalty: 5029.234863
	Iteration 18Q: 3 clusters Score -2390621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2390617.750000 Penalty: 5029.234863
	Iteration 19Q: 3 clusters Score -2390618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2390618.750000 Penalty: 5029.234863
	Iteration 20F: 3 clusters Score -2390619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2390622.250000 Penalty: 5029.234863
	Iteration 21Q: 3 clusters Score -2390622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2390622.500000 Penalty: 5029.234863
	Iteration 22Q: 3 clusters Score -2390622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2390623.750000 Penalty: 5029.234863
	Iteration 23Q: 3 clusters Score -2390624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2390623.750000 Penalty: 5029.234863
	Iteration 24F: 3 clusters Score -2390624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 65123 members 
Mstep: Class 8 contains 253395 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 193885 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 15 contains 215529 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 420975 members 
Mstep: Class 21 contains 22159 members 
Mstep: Class 22 contains 185069 members 
Mstep: Class 23 contains 6251 members 
Entering Unmasked Estep 
Score: -158294000.000000 Penalty: 70616.835938
Splitting cluster 21 changes total score from -158273280.000000 to -158294000.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 22 (185069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Entering Unmasked Estep 
Score: -19810068.000000 Penalty: 3007.864014
	Iteration 0F: 2 clusters Score -1.981007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -19686624.000000 Penalty: 6015.728027
	Iteration 0F: 3 clusters Score -1.968662e+07 nChanged 88738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -19738034.000000 Penalty: 6015.728027
	Iteration 1F: 3 clusters Score -1.973803e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -19739184.000000 Penalty: 6015.728027
	Iteration 2Q: 3 clusters Score -1.973918e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -19740340.000000 Penalty: 6015.728027
	Iteration 3Q: 3 clusters Score -1.974034e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -19741844.000000 Penalty: 6015.728027
	Iteration 4Q: 3 clusters Score -1.974184e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -19743820.000000 Penalty: 6015.728027
	Iteration 5Q: 3 clusters Score -1.974382e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -19746220.000000 Penalty: 6015.728027
	Iteration 6Q: 3 clusters Score -1.974622e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -19749526.000000 Penalty: 6015.728027
	Iteration 7Q: 3 clusters Score -1.974953e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -19755110.000000 Penalty: 6015.728027
	Iteration 8F: 3 clusters Score -1.975511e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -19762904.000000 Penalty: 6015.728027
	Iteration 9F: 3 clusters Score -1.97629e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -19773054.000000 Penalty: 6015.728027
	Iteration 10F: 3 clusters Score -1.977305e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -19782912.000000 Penalty: 6015.728027
	Iteration 11F: 3 clusters Score -1.978291e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -19788986.000000 Penalty: 6015.728027
	Iteration 12F: 3 clusters Score -1.978899e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -19791246.000000 Penalty: 6015.728027
	Iteration 13Q: 3 clusters Score -1.979125e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -19792352.000000 Penalty: 6015.728027
	Iteration 14Q: 3 clusters Score -1.979235e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -19793072.000000 Penalty: 6015.728027
	Iteration 15Q: 3 clusters Score -1.979307e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -19793712.000000 Penalty: 6015.728027
	Iteration 16Q: 3 clusters Score -1.979371e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -19794346.000000 Penalty: 6015.728027
	Iteration 17Q: 3 clusters Score -1.979435e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134628 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -19794924.000000 Penalty: 6015.728027
	Iteration 18Q: 3 clusters Score -1.979492e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -19795410.000000 Penalty: 6015.728027
	Iteration 19Q: 3 clusters Score -1.979541e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -19796026.000000 Penalty: 6015.728027
	Iteration 20F: 3 clusters Score -1.979603e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -19796372.000000 Penalty: 6015.728027
	Iteration 21Q: 3 clusters Score -1.979637e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -19796900.000000 Penalty: 6015.728027
	Iteration 22Q: 3 clusters Score -1.97969e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -19797402.000000 Penalty: 6015.728027
	Iteration 23Q: 3 clusters Score -1.97974e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -19797808.000000 Penalty: 6015.728027
	Iteration 24Q: 3 clusters Score -1.979781e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148305 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -19798308.000000 Penalty: 6015.728027
	Iteration 25Q: 3 clusters Score -1.979831e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -19798826.000000 Penalty: 6015.728027
	Iteration 26Q: 3 clusters Score -1.979883e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152035 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -19799256.000000 Penalty: 6015.728027
	Iteration 27Q: 3 clusters Score -1.979926e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -19799790.000000 Penalty: 6015.728027
	Iteration 28Q: 3 clusters Score -1.979979e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -19800260.000000 Penalty: 6015.728027
	Iteration 29Q: 3 clusters Score -1.980026e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -19800722.000000 Penalty: 6015.728027
	Iteration 30Q: 3 clusters Score -1.980072e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -19801156.000000 Penalty: 6015.728027
	Iteration 31Q: 3 clusters Score -1.980116e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -19801604.000000 Penalty: 6015.728027
	Iteration 32Q: 3 clusters Score -1.98016e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162800 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -19802072.000000 Penalty: 6015.728027
	Iteration 33Q: 3 clusters Score -1.980207e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -19802500.000000 Penalty: 6015.728027
	Iteration 34Q: 3 clusters Score -1.98025e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -19802884.000000 Penalty: 6015.728027
	Iteration 35Q: 3 clusters Score -1.980288e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -19803220.000000 Penalty: 6015.728027
	Iteration 36Q: 3 clusters Score -1.980322e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168551 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -19803566.000000 Penalty: 6015.728027
	Iteration 37Q: 3 clusters Score -1.980357e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -19803882.000000 Penalty: 6015.728027
	Iteration 38Q: 3 clusters Score -1.980388e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170863 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -19804120.000000 Penalty: 6015.728027
	Iteration 39Q: 3 clusters Score -1.980412e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -19804408.000000 Penalty: 6015.728027
	Iteration 40F: 3 clusters Score -1.980441e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173050 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -19804612.000000 Penalty: 6015.728027
	Iteration 41Q: 3 clusters Score -1.980461e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -19804968.000000 Penalty: 6015.728027
	Iteration 42Q: 3 clusters Score -1.980497e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -19805152.000000 Penalty: 6015.728027
	Iteration 43Q: 3 clusters Score -1.980515e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -19805440.000000 Penalty: 6015.728027
	Iteration 44Q: 3 clusters Score -1.980544e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176433 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -19805708.000000 Penalty: 6015.728027
	Iteration 45Q: 3 clusters Score -1.980571e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177079 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -19805952.000000 Penalty: 6015.728027
	Iteration 46Q: 3 clusters Score -1.980595e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177648 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -19806146.000000 Penalty: 6015.728027
	Iteration 47Q: 3 clusters Score -1.980615e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -19806284.000000 Penalty: 6015.728027
	Iteration 48Q: 3 clusters Score -1.980628e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178671 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -19806428.000000 Penalty: 6015.728027
	Iteration 49Q: 3 clusters Score -1.980643e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179131 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -19806536.000000 Penalty: 6015.728027
	Iteration 50Q: 3 clusters Score -1.980654e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -19806650.000000 Penalty: 6015.728027
	Iteration 51Q: 3 clusters Score -1.980665e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -19806734.000000 Penalty: 6015.728027
	Iteration 52Q: 3 clusters Score -1.980673e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -19806870.000000 Penalty: 6015.728027
	Iteration 53Q: 3 clusters Score -1.980687e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180569 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -19806934.000000 Penalty: 6015.728027
	Iteration 54Q: 3 clusters Score -1.980693e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180801 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19807016.000000 Penalty: 6015.728027
	Iteration 55Q: 3 clusters Score -1.980702e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181010 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -19807106.000000 Penalty: 6015.728027
	Iteration 56Q: 3 clusters Score -1.980711e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -19807226.000000 Penalty: 6015.728027
	Iteration 57Q: 3 clusters Score -1.980723e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181400 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -19807296.000000 Penalty: 6015.728027
	Iteration 58Q: 3 clusters Score -1.98073e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -19807358.000000 Penalty: 6015.728027
	Iteration 59Q: 3 clusters Score -1.980736e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181713 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19807362.000000 Penalty: 6015.728027
	Iteration 60F: 3 clusters Score -1.980736e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181857 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -19807392.000000 Penalty: 6015.728027
	Iteration 61Q: 3 clusters Score -1.980739e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181968 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -19807412.000000 Penalty: 6015.728027
	Iteration 62Q: 3 clusters Score -1.980741e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182057 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -19807436.000000 Penalty: 6015.728027
	Iteration 63Q: 3 clusters Score -1.980744e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182133 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -19807484.000000 Penalty: 6015.728027
	Iteration 64Q: 3 clusters Score -1.980748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182201 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -19807492.000000 Penalty: 6015.728027
	Iteration 65Q: 3 clusters Score -1.980749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -19807488.000000 Penalty: 6015.728027
	Iteration 66Q: 3 clusters Score -1.980749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182295 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -19807518.000000 Penalty: 6015.728027
	Iteration 67Q: 3 clusters Score -1.980752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182340 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19807546.000000 Penalty: 6015.728027
	Iteration 68Q: 3 clusters Score -1.980755e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19807554.000000 Penalty: 6015.728027
	Iteration 69Q: 3 clusters Score -1.980755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182424 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19807558.000000 Penalty: 6015.728027
	Iteration 70Q: 3 clusters Score -1.980756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182467 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -19807578.000000 Penalty: 6015.728027
	Iteration 71Q: 3 clusters Score -1.980758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -19807608.000000 Penalty: 6015.728027
	Iteration 72Q: 3 clusters Score -1.980761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182516 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -19807604.000000 Penalty: 6015.728027
	Iteration 73Q: 3 clusters Score -1.98076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182538 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -19807612.000000 Penalty: 6015.728027
	Iteration 74Q: 3 clusters Score -1.980761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182554 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19807634.000000 Penalty: 6015.728027
	Iteration 75Q: 3 clusters Score -1.980763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -19807642.000000 Penalty: 6015.728027
	Iteration 76Q: 3 clusters Score -1.980764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19807630.000000 Penalty: 6015.728027
	Iteration 77Q: 3 clusters Score -1.980763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182602 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19807622.000000 Penalty: 6015.728027
	Iteration 78Q: 3 clusters Score -1.980762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19807660.000000 Penalty: 6015.728027
	Iteration 79Q: 3 clusters Score -1.980766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182630 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19807648.000000 Penalty: 6015.728027
	Iteration 80F: 3 clusters Score -1.980765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182639 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -19807674.000000 Penalty: 6015.728027
	Iteration 81Q: 3 clusters Score -1.980767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182649 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19807674.000000 Penalty: 6015.728027
	Iteration 82Q: 3 clusters Score -1.980767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -19807664.000000 Penalty: 6015.728027
	Iteration 83Q: 3 clusters Score -1.980766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182659 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -19807672.000000 Penalty: 6015.728027
	Iteration 84Q: 3 clusters Score -1.980767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19807664.000000 Penalty: 6015.728027
	Iteration 85Q: 3 clusters Score -1.980766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19807660.000000 Penalty: 6015.728027
	Iteration 86Q: 3 clusters Score -1.980766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19807644.000000 Penalty: 6015.728027
	Iteration 87Q: 3 clusters Score -1.980764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182675 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -19807652.000000 Penalty: 6015.728027
	Iteration 88Q: 3 clusters Score -1.980765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182684 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19807650.000000 Penalty: 6015.728027
	Iteration 89Q: 3 clusters Score -1.980765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182687 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19807650.000000 Penalty: 6015.728027
	Iteration 90Q: 3 clusters Score -1.980765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -19807642.000000 Penalty: 6015.728027
	Iteration 91Q: 3 clusters Score -1.980764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182694 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -19807650.000000 Penalty: 6015.728027
	Iteration 92Q: 3 clusters Score -1.980765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -19807652.000000 Penalty: 6015.728027
	Iteration 93Q: 3 clusters Score -1.980765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182701 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19807650.000000 Penalty: 6015.728027
	Iteration 94Q: 3 clusters Score -1.980765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182708 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19807628.000000 Penalty: 6015.728027
	Iteration 95Q: 3 clusters Score -1.980763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182711 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19807630.000000 Penalty: 6015.728027
	Iteration 96Q: 3 clusters Score -1.980763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182717 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19807624.000000 Penalty: 6015.728027
	Iteration 97Q: 3 clusters Score -1.980762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182720 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -19807620.000000 Penalty: 6015.728027
	Iteration 98Q: 3 clusters Score -1.980762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182724 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19807632.000000 Penalty: 6015.728027
	Iteration 99Q: 3 clusters Score -1.980763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182726 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -19807636.000000 Penalty: 6015.728027
	Iteration 100F: 3 clusters Score -1.980764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19807642.000000 Penalty: 6015.728027
	Iteration 101Q: 3 clusters Score -1.980764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182732 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19807642.000000 Penalty: 6015.728027
	Iteration 102Q: 3 clusters Score -1.980764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182733 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19807636.000000 Penalty: 6015.728027
	Iteration 103Q: 3 clusters Score -1.980764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182734 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -19807632.000000 Penalty: 6015.728027
	Iteration 104Q: 3 clusters Score -1.980763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19807638.000000 Penalty: 6015.728027
	Iteration 105Q: 3 clusters Score -1.980764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19807642.000000 Penalty: 6015.728027
	Iteration 106Q: 3 clusters Score -1.980764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19807642.000000 Penalty: 6015.728027
	Iteration 107F: 3 clusters Score -1.980764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -672497.687500 Penalty: 2167.643066
	Iteration 0F: 2 clusters Score -672497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -667201.500000 Penalty: 4335.286133
	Iteration 0F: 3 clusters Score -667201.5 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -668631.375000 Penalty: 4335.286133
	Iteration 1F: 3 clusters Score -668631.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -668885.812500 Penalty: 4335.286133
	Iteration 2F: 3 clusters Score -668885.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -669061.312500 Penalty: 4335.286133
	Iteration 3F: 3 clusters Score -669061.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -669200.437500 Penalty: 4335.286133
	Iteration 4Q: 3 clusters Score -669200.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -669304.687500 Penalty: 4335.286133
	Iteration 5Q: 3 clusters Score -669304.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -669399.375000 Penalty: 4335.286133
	Iteration 6Q: 3 clusters Score -669399.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -669488.875000 Penalty: 4335.286133
	Iteration 7Q: 3 clusters Score -669488.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -669555.000000 Penalty: 4335.286133
	Iteration 8Q: 3 clusters Score -669555 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -669610.750000 Penalty: 4335.286133
	Iteration 9Q: 3 clusters Score -669610.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -669674.375000 Penalty: 4335.286133
	Iteration 10Q: 3 clusters Score -669674.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -669729.687500 Penalty: 4335.286133
	Iteration 11Q: 3 clusters Score -669729.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -669788.625000 Penalty: 4335.286133
	Iteration 12Q: 3 clusters Score -669788.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -669834.625000 Penalty: 4335.286133
	Iteration 13Q: 3 clusters Score -669834.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -669873.062500 Penalty: 4335.286133
	Iteration 14Q: 3 clusters Score -669873.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -669921.437500 Penalty: 4335.286133
	Iteration 15Q: 3 clusters Score -669921.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -669959.125000 Penalty: 4335.286133
	Iteration 16Q: 3 clusters Score -669959.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -670011.687500 Penalty: 4335.286133
	Iteration 17Q: 3 clusters Score -670011.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -670070.000000 Penalty: 4335.286133
	Iteration 18Q: 3 clusters Score -670070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -670108.500000 Penalty: 4335.286133
	Iteration 19Q: 3 clusters Score -670108.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -670137.437500 Penalty: 4335.286133
	Iteration 20F: 3 clusters Score -670137.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -670162.187500 Penalty: 4335.286133
	Iteration 21Q: 3 clusters Score -670162.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -670183.125000 Penalty: 4335.286133
	Iteration 22Q: 3 clusters Score -670183.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -670204.812500 Penalty: 4335.286133
	Iteration 23Q: 3 clusters Score -670204.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -670218.312500 Penalty: 4335.286133
	Iteration 24Q: 3 clusters Score -670218.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -670231.000000 Penalty: 4335.286133
	Iteration 25Q: 3 clusters Score -670231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -670239.062500 Penalty: 4335.286133
	Iteration 26Q: 3 clusters Score -670239.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -670244.187500 Penalty: 4335.286133
	Iteration 27Q: 3 clusters Score -670244.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -670251.187500 Penalty: 4335.286133
	Iteration 28Q: 3 clusters Score -670251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -670256.312500 Penalty: 4335.286133
	Iteration 29Q: 3 clusters Score -670256.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -670261.687500 Penalty: 4335.286133
	Iteration 30Q: 3 clusters Score -670261.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -670270.687500 Penalty: 4335.286133
	Iteration 31Q: 3 clusters Score -670270.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -670278.437500 Penalty: 4335.286133
	Iteration 32Q: 3 clusters Score -670278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -670283.062500 Penalty: 4335.286133
	Iteration 33Q: 3 clusters Score -670283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -670291.062500 Penalty: 4335.286133
	Iteration 34Q: 3 clusters Score -670291.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -670299.375000 Penalty: 4335.286133
	Iteration 35Q: 3 clusters Score -670299.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -670306.875000 Penalty: 4335.286133
	Iteration 36Q: 3 clusters Score -670306.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -670312.187500 Penalty: 4335.286133
	Iteration 37Q: 3 clusters Score -670312.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -670318.062500 Penalty: 4335.286133
	Iteration 38Q: 3 clusters Score -670318.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -670323.125000 Penalty: 4335.286133
	Iteration 39Q: 3 clusters Score -670323.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -670329.437500 Penalty: 4335.286133
	Iteration 40F: 3 clusters Score -670329.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -670333.187500 Penalty: 4335.286133
	Iteration 41Q: 3 clusters Score -670333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -670335.000000 Penalty: 4335.286133
	Iteration 42Q: 3 clusters Score -670335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -670340.062500 Penalty: 4335.286133
	Iteration 43Q: 3 clusters Score -670340.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -670345.312500 Penalty: 4335.286133
	Iteration 44Q: 3 clusters Score -670345.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -670352.937500 Penalty: 4335.286133
	Iteration 45Q: 3 clusters Score -670352.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -670357.437500 Penalty: 4335.286133
	Iteration 46Q: 3 clusters Score -670357.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -670364.250000 Penalty: 4335.286133
	Iteration 47Q: 3 clusters Score -670364.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -670368.750000 Penalty: 4335.286133
	Iteration 48Q: 3 clusters Score -670368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -670371.250000 Penalty: 4335.286133
	Iteration 49Q: 3 clusters Score -670371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -670372.062500 Penalty: 4335.286133
	Iteration 50Q: 3 clusters Score -670372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -670375.125000 Penalty: 4335.286133
	Iteration 51Q: 3 clusters Score -670375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -670374.625000 Penalty: 4335.286133
	Iteration 52Q: 3 clusters Score -670374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -670375.937500 Penalty: 4335.286133
	Iteration 53Q: 3 clusters Score -670375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -670375.937500 Penalty: 4335.286133
	Iteration 54F: 3 clusters Score -670375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 7 contains 65123 members 
Mstep: Class 8 contains 253395 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 193885 members 
Mstep: Class 15 contains 215529 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 420975 members 
Mstep: Class 21 contains 22159 members 
Mstep: Class 22 contains 185069 members 
Mstep: Class 23 contains 6251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158298448.000000 Penalty: 70616.835938
Iteration 39Q: 21 clusters Score -1.582984e+08 nChanged 28881
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 14872 members 
Mstep: Class 3 contains 27948 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 65163 members 
Mstep: Class 8 contains 245435 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 191009 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 15 contains 224548 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 18 contains 38766 members 
Mstep: Class 19 contains 418076 members 
Mstep: Class 21 contains 24547 members 
Mstep: Class 22 contains 189100 members 
Mstep: Class 23 contains 6300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158306192.000000 Penalty: 70616.835938
Iteration 40F: 21 clusters Score -1.583062e+08 nChanged 27612
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 28180 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 65214 members 
Mstep: Class 8 contains 237255 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 1127 members 
Mstep: Class 11 contains 188184 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 15 contains 233636 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 18 contains 38488 members 
Mstep: Class 19 contains 415679 members 
Mstep: Class 21 contains 25828 members 
Mstep: Class 22 contains 193356 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158312176.000000 Penalty: 70616.835938
Iteration 41Q: 21 clusters Score -1.583122e+08 nChanged 26123
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 12673 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 65287 members 
Mstep: Class 8 contains 229144 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 185597 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 15 contains 242560 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 18 contains 38129 members 
Mstep: Class 19 contains 413461 members 
Mstep: Class 21 contains 26610 members 
Mstep: Class 22 contains 197546 members 
Mstep: Class 23 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318480.000000 Penalty: 70616.835938
Iteration 42Q: 21 clusters Score -1.583185e+08 nChanged 25200
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 28701 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 65363 members 
Mstep: Class 8 contains 221592 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 183201 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 15 contains 250862 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 18 contains 37805 members 
Mstep: Class 19 contains 411216 members 
Mstep: Class 21 contains 27139 members 
Mstep: Class 22 contains 201717 members 
Mstep: Class 23 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325072.000000 Penalty: 70616.835938
Iteration 43Q: 21 clusters Score -1.583251e+08 nChanged 24453
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 10807 members 
Mstep: Class 3 contains 28943 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 65450 members 
Mstep: Class 8 contains 214466 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 180873 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 15 contains 258579 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 18 contains 37541 members 
Mstep: Class 19 contains 409065 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 205908 members 
Mstep: Class 23 contains 6648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158331472.000000 Penalty: 70616.835938
Iteration 44Q: 21 clusters Score -1.583315e+08 nChanged 23741
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 9995 members 
Mstep: Class 3 contains 29203 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 4839 members 
Mstep: Class 7 contains 65534 members 
Mstep: Class 8 contains 208027 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 178686 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 3688 members 
Mstep: Class 15 contains 265398 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 18 contains 37283 members 
Mstep: Class 19 contains 407107 members 
Mstep: Class 21 contains 27744 members 
Mstep: Class 22 contains 209911 members 
Mstep: Class 23 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336768.000000 Penalty: 70616.835938
Iteration 45Q: 21 clusters Score -1.583368e+08 nChanged 22626
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 9257 members 
Mstep: Class 3 contains 29445 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 4930 members 
Mstep: Class 7 contains 65588 members 
Mstep: Class 8 contains 202379 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 176641 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 15 contains 271386 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 18 contains 37048 members 
Mstep: Class 19 contains 405350 members 
Mstep: Class 21 contains 27901 members 
Mstep: Class 22 contains 213676 members 
Mstep: Class 23 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342592.000000 Penalty: 70616.835938
Iteration 46Q: 21 clusters Score -1.583426e+08 nChanged 21313
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 29690 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 65635 members 
Mstep: Class 8 contains 197529 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 174529 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 15 contains 276456 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 18 contains 36756 members 
Mstep: Class 19 contains 403901 members 
Mstep: Class 21 contains 28026 members 
Mstep: Class 22 contains 217102 members 
Mstep: Class 23 contains 6866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347264.000000 Penalty: 70616.835938
Iteration 47Q: 21 clusters Score -1.583473e+08 nChanged 19789
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 29909 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 5078 members 
Mstep: Class 7 contains 65631 members 
Mstep: Class 8 contains 193515 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 172460 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 15 contains 280678 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 18 contains 36515 members 
Mstep: Class 19 contains 402552 members 
Mstep: Class 21 contains 28120 members 
Mstep: Class 22 contains 220374 members 
Mstep: Class 23 contains 6934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158351488.000000 Penalty: 70616.835938
Iteration 48Q: 21 clusters Score -1.583515e+08 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 30139 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 65662 members 
Mstep: Class 8 contains 190335 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1130 members 
Mstep: Class 11 contains 170385 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4097 members 
Mstep: Class 15 contains 284164 members 
Mstep: Class 16 contains 5373 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 401466 members 
Mstep: Class 21 contains 28096 members 
Mstep: Class 22 contains 223208 members 
Mstep: Class 23 contains 6995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354208.000000 Penalty: 70616.835938
Iteration 49Q: 21 clusters Score -1.583542e+08 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 30366 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 65686 members 
Mstep: Class 8 contains 187659 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1130 members 
Mstep: Class 11 contains 168193 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 15 contains 287216 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 18 contains 36098 members 
Mstep: Class 19 contains 400705 members 
Mstep: Class 21 contains 28100 members 
Mstep: Class 22 contains 225695 members 
Mstep: Class 23 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356672.000000 Penalty: 70616.835938
Iteration 50Q: 21 clusters Score -1.583567e+08 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 7723 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 65662 members 
Mstep: Class 8 contains 185546 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 166242 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 15 contains 289670 members 
Mstep: Class 16 contains 5427 members 
Mstep: Class 18 contains 35904 members 
Mstep: Class 19 contains 400072 members 
Mstep: Class 21 contains 28118 members 
Mstep: Class 22 contains 227894 members 
Mstep: Class 23 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158357168.000000 Penalty: 70616.835938
Iteration 51Q: 21 clusters Score -1.583572e+08 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 7609 members 
Mstep: Class 3 contains 30721 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 65611 members 
Mstep: Class 8 contains 183882 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 164510 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 15 contains 291714 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 18 contains 35719 members 
Mstep: Class 19 contains 399711 members 
Mstep: Class 21 contains 28076 members 
Mstep: Class 22 contains 229656 members 
Mstep: Class 23 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358816.000000 Penalty: 70616.835938
Iteration 52Q: 21 clusters Score -1.583588e+08 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 30890 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 65611 members 
Mstep: Class 8 contains 182576 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 162792 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 15 contains 293420 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 18 contains 35538 members 
Mstep: Class 19 contains 399542 members 
Mstep: Class 21 contains 28072 members 
Mstep: Class 22 contains 231142 members 
Mstep: Class 23 contains 6983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359536.000000 Penalty: 70616.835938
Iteration 53Q: 21 clusters Score -1.583595e+08 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 31026 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 5380 members 
Mstep: Class 7 contains 65583 members 
Mstep: Class 8 contains 181643 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 161118 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 15 contains 294847 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 18 contains 35372 members 
Mstep: Class 19 contains 399462 members 
Mstep: Class 21 contains 28086 members 
Mstep: Class 22 contains 232401 members 
Mstep: Class 23 contains 6974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360304.000000 Penalty: 70616.835938
Iteration 54Q: 21 clusters Score -1.583603e+08 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 31183 members 
Mstep: Class 4 contains 2321 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 65609 members 
Mstep: Class 8 contains 180964 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 159563 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 15 contains 296007 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 18 contains 35244 members 
Mstep: Class 19 contains 399497 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 233354 members 
Mstep: Class 23 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360688.000000 Penalty: 70616.835938
Iteration 55Q: 21 clusters Score -1.583607e+08 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 31328 members 
Mstep: Class 4 contains 2326 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 65627 members 
Mstep: Class 8 contains 180511 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 158134 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 15 contains 296972 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 18 contains 35118 members 
Mstep: Class 19 contains 399593 members 
Mstep: Class 21 contains 28042 members 
Mstep: Class 22 contains 234113 members 
Mstep: Class 23 contains 6958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360400.000000 Penalty: 70616.835938
Iteration 56Q: 21 clusters Score -1.583604e+08 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 31465 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 65666 members 
Mstep: Class 8 contains 180200 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 156754 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 15 contains 297776 members 
Mstep: Class 16 contains 5715 members 
Mstep: Class 18 contains 35023 members 
Mstep: Class 19 contains 399796 members 
Mstep: Class 21 contains 27993 members 
Mstep: Class 22 contains 234696 members 
Mstep: Class 23 contains 6971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360848.000000 Penalty: 70616.835938
Iteration 57Q: 21 clusters Score -1.583608e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 31571 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 5 contains 2306 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 65708 members 
Mstep: Class 8 contains 180088 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 155458 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 15 contains 298404 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 34944 members 
Mstep: Class 19 contains 400003 members 
Mstep: Class 21 contains 27931 members 
Mstep: Class 22 contains 235176 members 
Mstep: Class 23 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361616.000000 Penalty: 70616.835938
Iteration 58Q: 21 clusters Score -1.583616e+08 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 7239 members 
Mstep: Class 3 contains 31678 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 65770 members 
Mstep: Class 8 contains 180077 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 154230 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 15 contains 298996 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 18 contains 34864 members 
Mstep: Class 19 contains 400230 members 
Mstep: Class 21 contains 27860 members 
Mstep: Class 22 contains 235502 members 
Mstep: Class 23 contains 7003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362000.000000 Penalty: 70616.835938
Iteration 59Q: 21 clusters Score -1.58362e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 31767 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 2304 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 65837 members 
Mstep: Class 8 contains 180211 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1131 members 
Mstep: Class 11 contains 153004 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 15 contains 299516 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 18 contains 34800 members 
Mstep: Class 19 contains 400493 members 
Mstep: Class 21 contains 27806 members 
Mstep: Class 22 contains 235710 members 
Mstep: Class 23 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362048.000000 Penalty: 70616.835938
Iteration 60F: 21 clusters Score -1.58362e+08 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 31865 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 2304 members 
Mstep: Class 6 contains 5476 members 
Mstep: Class 7 contains 65876 members 
Mstep: Class 8 contains 180411 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 151840 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4398 members 
Mstep: Class 15 contains 299971 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 18 contains 34743 members 
Mstep: Class 19 contains 400803 members 
Mstep: Class 21 contains 27735 members 
Mstep: Class 22 contains 235836 members 
Mstep: Class 23 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362608.000000 Penalty: 70616.835938
Iteration 61Q: 21 clusters Score -1.583626e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 5491 members 
Mstep: Class 7 contains 65892 members 
Mstep: Class 8 contains 180704 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 150801 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 15 contains 300350 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 18 contains 34685 members 
Mstep: Class 19 contains 401128 members 
Mstep: Class 21 contains 27657 members 
Mstep: Class 22 contains 235860 members 
Mstep: Class 23 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362176.000000 Penalty: 70616.835938
Iteration 62Q: 21 clusters Score -1.583622e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 32024 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 65891 members 
Mstep: Class 8 contains 181018 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 149816 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 15 contains 300706 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 18 contains 34644 members 
Mstep: Class 19 contains 401432 members 
Mstep: Class 21 contains 27592 members 
Mstep: Class 22 contains 235863 members 
Mstep: Class 23 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362512.000000 Penalty: 70616.835938
Iteration 63Q: 21 clusters Score -1.583625e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 32114 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 65893 members 
Mstep: Class 8 contains 181351 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 148893 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 15 contains 300995 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 18 contains 34601 members 
Mstep: Class 19 contains 401735 members 
Mstep: Class 21 contains 27524 members 
Mstep: Class 22 contains 235849 members 
Mstep: Class 23 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362032.000000 Penalty: 70616.835938
Iteration 64Q: 21 clusters Score -1.58362e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 7096 members 
Mstep: Class 3 contains 32174 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 65896 members 
Mstep: Class 8 contains 181695 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 148041 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 15 contains 301221 members 
Mstep: Class 16 contains 6163 members 
Mstep: Class 18 contains 34561 members 
Mstep: Class 19 contains 402042 members 
Mstep: Class 21 contains 27459 members 
Mstep: Class 22 contains 235817 members 
Mstep: Class 23 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362032.000000 Penalty: 70616.835938
Iteration 65Q: 21 clusters Score -1.58362e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 32236 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 65916 members 
Mstep: Class 8 contains 182064 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 147207 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 15 contains 301440 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 402326 members 
Mstep: Class 21 contains 27397 members 
Mstep: Class 22 contains 235746 members 
Mstep: Class 23 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361360.000000 Penalty: 70616.835938
Iteration 66Q: 21 clusters Score -1.583614e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 32309 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 65918 members 
Mstep: Class 8 contains 182495 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 146358 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 15 contains 301678 members 
Mstep: Class 16 contains 6252 members 
Mstep: Class 18 contains 34500 members 
Mstep: Class 19 contains 402552 members 
Mstep: Class 21 contains 27358 members 
Mstep: Class 22 contains 235661 members 
Mstep: Class 23 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361184.000000 Penalty: 70616.835938
Iteration 67Q: 21 clusters Score -1.583612e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 32381 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 65940 members 
Mstep: Class 8 contains 182900 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 145567 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 15 contains 301901 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 18 contains 34482 members 
Mstep: Class 19 contains 402757 members 
Mstep: Class 21 contains 27297 members 
Mstep: Class 22 contains 235556 members 
Mstep: Class 23 contains 7013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360896.000000 Penalty: 70616.835938
Iteration 68Q: 21 clusters Score -1.583609e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 32438 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 65951 members 
Mstep: Class 8 contains 183299 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 144813 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4429 members 
Mstep: Class 15 contains 302108 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 18 contains 34455 members 
Mstep: Class 19 contains 402982 members 
Mstep: Class 21 contains 27268 members 
Mstep: Class 22 contains 235433 members 
Mstep: Class 23 contains 7000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361152.000000 Penalty: 70616.835938
Iteration 69Q: 21 clusters Score -1.583612e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 7017 members 
Mstep: Class 3 contains 32500 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 65955 members 
Mstep: Class 8 contains 183718 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 144031 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4428 members 
Mstep: Class 15 contains 302352 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 18 contains 34417 members 
Mstep: Class 19 contains 403197 members 
Mstep: Class 21 contains 27226 members 
Mstep: Class 22 contains 235305 members 
Mstep: Class 23 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361040.000000 Penalty: 70616.835938
Iteration 70Q: 21 clusters Score -1.58361e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 32565 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 65961 members 
Mstep: Class 8 contains 184104 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 143218 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 15 contains 302602 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 403425 members 
Mstep: Class 21 contains 27169 members 
Mstep: Class 22 contains 235226 members 
Mstep: Class 23 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361008.000000 Penalty: 70616.835938
Iteration 71Q: 21 clusters Score -1.58361e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 32625 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 65972 members 
Mstep: Class 8 contains 184536 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 142414 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4430 members 
Mstep: Class 15 contains 302796 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 18 contains 34321 members 
Mstep: Class 19 contains 403656 members 
Mstep: Class 21 contains 27139 members 
Mstep: Class 22 contains 235126 members 
Mstep: Class 23 contains 6978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360608.000000 Penalty: 70616.835938
Iteration 72Q: 21 clusters Score -1.583606e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 32674 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5633 members 
Mstep: Class 7 contains 65987 members 
Mstep: Class 8 contains 184945 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 141623 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 15 contains 302990 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 18 contains 34293 members 
Mstep: Class 19 contains 403879 members 
Mstep: Class 21 contains 27120 members 
Mstep: Class 22 contains 235037 members 
Mstep: Class 23 contains 6964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360496.000000 Penalty: 70616.835938
Iteration 73Q: 21 clusters Score -1.583605e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 32703 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 65992 members 
Mstep: Class 8 contains 185340 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 140880 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 15 contains 303192 members 
Mstep: Class 16 contains 6538 members 
Mstep: Class 18 contains 34264 members 
Mstep: Class 19 contains 404071 members 
Mstep: Class 21 contains 27097 members 
Mstep: Class 22 contains 234955 members 
Mstep: Class 23 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360336.000000 Penalty: 70616.835938
Iteration 74Q: 21 clusters Score -1.583603e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 66002 members 
Mstep: Class 8 contains 185727 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 140175 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4420 members 
Mstep: Class 15 contains 303416 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 18 contains 34241 members 
Mstep: Class 19 contains 404265 members 
Mstep: Class 21 contains 27065 members 
Mstep: Class 22 contains 234846 members 
Mstep: Class 23 contains 6959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359872.000000 Penalty: 70616.835938
Iteration 75Q: 21 clusters Score -1.583599e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 66011 members 
Mstep: Class 8 contains 186106 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 139551 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 15 contains 303617 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 18 contains 34242 members 
Mstep: Class 19 contains 404432 members 
Mstep: Class 21 contains 27038 members 
Mstep: Class 22 contains 234699 members 
Mstep: Class 23 contains 6957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360016.000000 Penalty: 70616.835938
Iteration 76Q: 21 clusters Score -1.5836e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 32789 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 66035 members 
Mstep: Class 8 contains 186508 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 138904 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 15 contains 303768 members 
Mstep: Class 16 contains 6609 members 
Mstep: Class 18 contains 34237 members 
Mstep: Class 19 contains 404572 members 
Mstep: Class 21 contains 27025 members 
Mstep: Class 22 contains 234613 members 
Mstep: Class 23 contains 6951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359776.000000 Penalty: 70616.835938
Iteration 77Q: 21 clusters Score -1.583598e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 32819 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 66046 members 
Mstep: Class 8 contains 186887 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 138305 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 15 contains 303894 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 18 contains 34223 members 
Mstep: Class 19 contains 404709 members 
Mstep: Class 21 contains 27004 members 
Mstep: Class 22 contains 234532 members 
Mstep: Class 23 contains 6948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359568.000000 Penalty: 70616.835938
Iteration 78Q: 21 clusters Score -1.583596e+08 nChanged 1259
Entering ConstructFrom: 
Score: -158359568.000000 Penalty: 70616.835938
Entering ConstructFrom: 
Trying to split cluster 1 (56996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Entering Unmasked Estep 
Score: -5810787.500000 Penalty: 2715.782471
	Iteration 0F: 2 clusters Score -5810788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5772780.500000 Penalty: 5431.564941
	Iteration 0F: 3 clusters Score -5772780 nChanged 26291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5787076.000000 Penalty: 5431.564941
	Iteration 1F: 3 clusters Score -5787076 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -5787619.500000 Penalty: 5431.564941
	Iteration 2Q: 3 clusters Score -5787620 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5788157.000000 Penalty: 5431.564941
	Iteration 3Q: 3 clusters Score -5788157 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5788663.000000 Penalty: 5431.564941
	Iteration 4Q: 3 clusters Score -5788663 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5789406.000000 Penalty: 5431.564941
	Iteration 5Q: 3 clusters Score -5789406 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5790451.500000 Penalty: 5431.564941
	Iteration 6Q: 3 clusters Score -5790452 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5792052.000000 Penalty: 5431.564941
	Iteration 7F: 3 clusters Score -5792052 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -5794428.500000 Penalty: 5431.564941
	Iteration 8F: 3 clusters Score -5794428 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5797658.500000 Penalty: 5431.564941
	Iteration 9F: 3 clusters Score -5797658 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -5801287.500000 Penalty: 5431.564941
	Iteration 10F: 3 clusters Score -5801288 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -5804431.000000 Penalty: 5431.564941
	Iteration 11F: 3 clusters Score -5804431 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5806425.500000 Penalty: 5431.564941
	Iteration 12Q: 3 clusters Score -5806426 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5807466.000000 Penalty: 5431.564941
	Iteration 13Q: 3 clusters Score -5807466 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5807934.000000 Penalty: 5431.564941
	Iteration 14Q: 3 clusters Score -5807934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5808127.500000 Penalty: 5431.564941
	Iteration 15Q: 3 clusters Score -5808128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5808261.000000 Penalty: 5431.564941
	Iteration 16Q: 3 clusters Score -5808261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5808316.000000 Penalty: 5431.564941
	Iteration 17Q: 3 clusters Score -5808316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5808359.500000 Penalty: 5431.564941
	Iteration 18Q: 3 clusters Score -5808360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5808384.500000 Penalty: 5431.564941
	Iteration 19Q: 3 clusters Score -5808384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5808396.500000 Penalty: 5431.564941
	Iteration 20F: 3 clusters Score -5808396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5808420.000000 Penalty: 5431.564941
	Iteration 21Q: 3 clusters Score -5808420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5808424.000000 Penalty: 5431.564941
	Iteration 22Q: 3 clusters Score -5808424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5808431.500000 Penalty: 5431.564941
	Iteration 23Q: 3 clusters Score -5808432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5808431.500000 Penalty: 5431.564941
	Iteration 24F: 3 clusters Score -5808432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Entering Unmasked Estep 
Score: -754563.687500 Penalty: 2195.921387
	Iteration 0F: 2 clusters Score -754563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -748752.250000 Penalty: 4391.842773
	Iteration 0F: 3 clusters Score -748752.2 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -750340.312500 Penalty: 4391.842773
	Iteration 1F: 3 clusters Score -750340.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -750583.250000 Penalty: 4391.842773
	Iteration 2F: 3 clusters Score -750583.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -750739.500000 Penalty: 4391.842773
	Iteration 3Q: 3 clusters Score -750739.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -750857.500000 Penalty: 4391.842773
	Iteration 4Q: 3 clusters Score -750857.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -750951.562500 Penalty: 4391.842773
	Iteration 5Q: 3 clusters Score -750951.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -751013.187500 Penalty: 4391.842773
	Iteration 6Q: 3 clusters Score -751013.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -751061.875000 Penalty: 4391.842773
	Iteration 7Q: 3 clusters Score -751061.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -751110.312500 Penalty: 4391.842773
	Iteration 8Q: 3 clusters Score -751110.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -751161.875000 Penalty: 4391.842773
	Iteration 9Q: 3 clusters Score -751161.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -751216.687500 Penalty: 4391.842773
	Iteration 10Q: 3 clusters Score -751216.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -751261.687500 Penalty: 4391.842773
	Iteration 11Q: 3 clusters Score -751261.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -751311.687500 Penalty: 4391.842773
	Iteration 12Q: 3 clusters Score -751311.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -751363.562500 Penalty: 4391.842773
	Iteration 13Q: 3 clusters Score -751363.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -751422.625000 Penalty: 4391.842773
	Iteration 14Q: 3 clusters Score -751422.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -751467.375000 Penalty: 4391.842773
	Iteration 15Q: 3 clusters Score -751467.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -751506.375000 Penalty: 4391.842773
	Iteration 16Q: 3 clusters Score -751506.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -751553.187500 Penalty: 4391.842773
	Iteration 17Q: 3 clusters Score -751553.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -751599.125000 Penalty: 4391.842773
	Iteration 18Q: 3 clusters Score -751599.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -751636.250000 Penalty: 4391.842773
	Iteration 19Q: 3 clusters Score -751636.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -751674.750000 Penalty: 4391.842773
	Iteration 20F: 3 clusters Score -751674.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -751702.437500 Penalty: 4391.842773
	Iteration 21Q: 3 clusters Score -751702.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -751733.125000 Penalty: 4391.842773
	Iteration 22Q: 3 clusters Score -751733.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -751765.500000 Penalty: 4391.842773
	Iteration 23Q: 3 clusters Score -751765.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -751792.312500 Penalty: 4391.842773
	Iteration 24Q: 3 clusters Score -751792.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -751823.312500 Penalty: 4391.842773
	Iteration 25Q: 3 clusters Score -751823.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -751851.750000 Penalty: 4391.842773
	Iteration 26Q: 3 clusters Score -751851.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -751870.500000 Penalty: 4391.842773
	Iteration 27Q: 3 clusters Score -751870.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -751889.625000 Penalty: 4391.842773
	Iteration 28Q: 3 clusters Score -751889.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -751912.687500 Penalty: 4391.842773
	Iteration 29Q: 3 clusters Score -751912.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -751932.875000 Penalty: 4391.842773
	Iteration 30Q: 3 clusters Score -751932.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -751948.062500 Penalty: 4391.842773
	Iteration 31Q: 3 clusters Score -751948.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -751963.125000 Penalty: 4391.842773
	Iteration 32Q: 3 clusters Score -751963.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -751977.937500 Penalty: 4391.842773
	Iteration 33Q: 3 clusters Score -751977.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -751992.500000 Penalty: 4391.842773
	Iteration 34Q: 3 clusters Score -751992.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -752001.187500 Penalty: 4391.842773
	Iteration 35Q: 3 clusters Score -752001.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -752008.000000 Penalty: 4391.842773
	Iteration 36Q: 3 clusters Score -752008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -752016.312500 Penalty: 4391.842773
	Iteration 37Q: 3 clusters Score -752016.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -752025.687500 Penalty: 4391.842773
	Iteration 38Q: 3 clusters Score -752025.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -752036.687500 Penalty: 4391.842773
	Iteration 39Q: 3 clusters Score -752036.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -752050.062500 Penalty: 4391.842773
	Iteration 40F: 3 clusters Score -752050.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -752064.000000 Penalty: 4391.842773
	Iteration 41Q: 3 clusters Score -752064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -752070.625000 Penalty: 4391.842773
	Iteration 42Q: 3 clusters Score -752070.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -752077.312500 Penalty: 4391.842773
	Iteration 43Q: 3 clusters Score -752077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -752085.875000 Penalty: 4391.842773
	Iteration 44Q: 3 clusters Score -752085.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -752092.187500 Penalty: 4391.842773
	Iteration 45Q: 3 clusters Score -752092.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -752099.125000 Penalty: 4391.842773
	Iteration 46Q: 3 clusters Score -752099.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -752106.437500 Penalty: 4391.842773
	Iteration 47Q: 3 clusters Score -752106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -752111.937500 Penalty: 4391.842773
	Iteration 48Q: 3 clusters Score -752111.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -752119.062500 Penalty: 4391.842773
	Iteration 49Q: 3 clusters Score -752119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -752121.000000 Penalty: 4391.842773
	Iteration 50Q: 3 clusters Score -752121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -752125.687500 Penalty: 4391.842773
	Iteration 51Q: 3 clusters Score -752125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -752129.062500 Penalty: 4391.842773
	Iteration 52Q: 3 clusters Score -752129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -752133.187500 Penalty: 4391.842773
	Iteration 53Q: 3 clusters Score -752133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -752135.062500 Penalty: 4391.842773
	Iteration 54Q: 3 clusters Score -752135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -752137.062500 Penalty: 4391.842773
	Iteration 55Q: 3 clusters Score -752137.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -752140.750000 Penalty: 4391.842773
	Iteration 56Q: 3 clusters Score -752140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -752143.875000 Penalty: 4391.842773
	Iteration 57Q: 3 clusters Score -752143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -752144.250000 Penalty: 4391.842773
	Iteration 58Q: 3 clusters Score -752144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -752145.375000 Penalty: 4391.842773
	Iteration 59Q: 3 clusters Score -752145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -752144.312500 Penalty: 4391.842773
	Iteration 60F: 3 clusters Score -752144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -752146.812500 Penalty: 4391.842773
	Iteration 61Q: 3 clusters Score -752146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -752148.625000 Penalty: 4391.842773
	Iteration 62Q: 3 clusters Score -752148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -752150.187500 Penalty: 4391.842773
	Iteration 63Q: 3 clusters Score -752150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -752151.937500 Penalty: 4391.842773
	Iteration 64Q: 3 clusters Score -752151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -752153.750000 Penalty: 4391.842773
	Iteration 65Q: 3 clusters Score -752153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -752152.750000 Penalty: 4391.842773
	Iteration 66Q: 3 clusters Score -752152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -752155.250000 Penalty: 4391.842773
	Iteration 67Q: 3 clusters Score -752155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -752155.437500 Penalty: 4391.842773
	Iteration 68Q: 3 clusters Score -752155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -752156.062500 Penalty: 4391.842773
	Iteration 69Q: 3 clusters Score -752156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -752157.250000 Penalty: 4391.842773
	Iteration 70Q: 3 clusters Score -752157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -752156.687500 Penalty: 4391.842773
	Iteration 71Q: 3 clusters Score -752156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -752159.750000 Penalty: 4391.842773
	Iteration 72Q: 3 clusters Score -752159.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -752162.687500 Penalty: 4391.842773
	Iteration 73Q: 3 clusters Score -752162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -752163.437500 Penalty: 4391.842773
	Iteration 74Q: 3 clusters Score -752163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -752164.625000 Penalty: 4391.842773
	Iteration 75Q: 3 clusters Score -752164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -752165.500000 Penalty: 4391.842773
	Iteration 76Q: 3 clusters Score -752165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -752166.500000 Penalty: 4391.842773
	Iteration 77Q: 3 clusters Score -752166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -752168.625000 Penalty: 4391.842773
	Iteration 78Q: 3 clusters Score -752168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -752167.937500 Penalty: 4391.842773
	Iteration 79Q: 3 clusters Score -752167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -752169.937500 Penalty: 4391.842773
	Iteration 80F: 3 clusters Score -752169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -752169.437500 Penalty: 4391.842773
	Iteration 81Q: 3 clusters Score -752169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -752168.625000 Penalty: 4391.842773
	Iteration 82Q: 3 clusters Score -752168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -752168.937500 Penalty: 4391.842773
	Iteration 83Q: 3 clusters Score -752168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -752170.125000 Penalty: 4391.842773
	Iteration 84Q: 3 clusters Score -752170.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -752176.437500 Penalty: 4391.842773
	Iteration 85Q: 3 clusters Score -752176.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -752181.625000 Penalty: 4391.842773
	Iteration 86Q: 3 clusters Score -752181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -752184.687500 Penalty: 4391.842773
	Iteration 87Q: 3 clusters Score -752184.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -752185.687500 Penalty: 4391.842773
	Iteration 88Q: 3 clusters Score -752185.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -752188.500000 Penalty: 4391.842773
	Iteration 89Q: 3 clusters Score -752188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -752191.875000 Penalty: 4391.842773
	Iteration 90Q: 3 clusters Score -752191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -752193.062500 Penalty: 4391.842773
	Iteration 91Q: 3 clusters Score -752193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -752195.187500 Penalty: 4391.842773
	Iteration 92Q: 3 clusters Score -752195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -752195.375000 Penalty: 4391.842773
	Iteration 93Q: 3 clusters Score -752195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -752197.000000 Penalty: 4391.842773
	Iteration 94Q: 3 clusters Score -752197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -752198.250000 Penalty: 4391.842773
	Iteration 95Q: 3 clusters Score -752198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -752197.312500 Penalty: 4391.842773
	Iteration 96Q: 3 clusters Score -752197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -752197.000000 Penalty: 4391.842773
	Iteration 97Q: 3 clusters Score -752197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -752197.250000 Penalty: 4391.842773
	Iteration 98Q: 3 clusters Score -752197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -752198.312500 Penalty: 4391.842773
	Iteration 99Q: 3 clusters Score -752198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -752198.437500 Penalty: 4391.842773
	Iteration 100F: 3 clusters Score -752198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -752198.250000 Penalty: 4391.842773
	Iteration 101Q: 3 clusters Score -752198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -752200.250000 Penalty: 4391.842773
	Iteration 102Q: 3 clusters Score -752200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -752200.875000 Penalty: 4391.842773
	Iteration 103Q: 3 clusters Score -752200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -752202.312500 Penalty: 4391.842773
	Iteration 104Q: 3 clusters Score -752202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -752204.687500 Penalty: 4391.842773
	Iteration 105Q: 3 clusters Score -752204.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -752205.312500 Penalty: 4391.842773
	Iteration 106Q: 3 clusters Score -752205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -752205.187500 Penalty: 4391.842773
	Iteration 107Q: 3 clusters Score -752205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -752208.750000 Penalty: 4391.842773
	Iteration 108Q: 3 clusters Score -752208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -752208.375000 Penalty: 4391.842773
	Iteration 109Q: 3 clusters Score -752208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -752211.125000 Penalty: 4391.842773
	Iteration 110Q: 3 clusters Score -752211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -752212.562500 Penalty: 4391.842773
	Iteration 111Q: 3 clusters Score -752212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -752217.500000 Penalty: 4391.842773
	Iteration 112Q: 3 clusters Score -752217.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -752218.812500 Penalty: 4391.842773
	Iteration 113Q: 3 clusters Score -752218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -752223.062500 Penalty: 4391.842773
	Iteration 114Q: 3 clusters Score -752223.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -752227.250000 Penalty: 4391.842773
	Iteration 115Q: 3 clusters Score -752227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -752230.812500 Penalty: 4391.842773
	Iteration 116Q: 3 clusters Score -752230.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -752235.062500 Penalty: 4391.842773
	Iteration 117Q: 3 clusters Score -752235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -752238.187500 Penalty: 4391.842773
	Iteration 118Q: 3 clusters Score -752238.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -752241.187500 Penalty: 4391.842773
	Iteration 119Q: 3 clusters Score -752241.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -752245.125000 Penalty: 4391.842773
	Iteration 120F: 3 clusters Score -752245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -752246.875000 Penalty: 4391.842773
	Iteration 121Q: 3 clusters Score -752246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -752248.000000 Penalty: 4391.842773
	Iteration 122Q: 3 clusters Score -752248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -752249.312500 Penalty: 4391.842773
	Iteration 123Q: 3 clusters Score -752249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -752251.187500 Penalty: 4391.842773
	Iteration 124Q: 3 clusters Score -752251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -752251.437500 Penalty: 4391.842773
	Iteration 125Q: 3 clusters Score -752251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -752254.062500 Penalty: 4391.842773
	Iteration 126Q: 3 clusters Score -752254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -752255.437500 Penalty: 4391.842773
	Iteration 127Q: 3 clusters Score -752255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -752255.375000 Penalty: 4391.842773
	Iteration 128Q: 3 clusters Score -752255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -752253.812500 Penalty: 4391.842773
	Iteration 129Q: 3 clusters Score -752253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -752255.937500 Penalty: 4391.842773
	Iteration 130Q: 3 clusters Score -752255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -752255.937500 Penalty: 4391.842773
	Iteration 131F: 3 clusters Score -752255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Entering Unmasked Estep 
Score: -3544276.750000 Penalty: 2579.134766
	Iteration 0F: 2 clusters Score -3544277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3521916.000000 Penalty: 5158.269531
	Iteration 0F: 3 clusters Score -3521916 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3530023.250000 Penalty: 5158.269531
	Iteration 1F: 3 clusters Score -3530023 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3530654.500000 Penalty: 5158.269531
	Iteration 2Q: 3 clusters Score -3530654 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3531375.500000 Penalty: 5158.269531
	Iteration 3Q: 3 clusters Score -3531376 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3532159.250000 Penalty: 5158.269531
	Iteration 4Q: 3 clusters Score -3532159 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3532983.250000 Penalty: 5158.269531
	Iteration 5F: 3 clusters Score -3532983 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3533912.000000 Penalty: 5158.269531
	Iteration 6F: 3 clusters Score -3533912 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3535018.250000 Penalty: 5158.269531
	Iteration 7F: 3 clusters Score -3535018 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3536251.500000 Penalty: 5158.269531
	Iteration 8F: 3 clusters Score -3536252 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3537462.750000 Penalty: 5158.269531
	Iteration 9F: 3 clusters Score -3537463 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3538450.000000 Penalty: 5158.269531
	Iteration 10Q: 3 clusters Score -3538450 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3539156.500000 Penalty: 5158.269531
	Iteration 11Q: 3 clusters Score -3539156 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3539556.750000 Penalty: 5158.269531
	Iteration 12Q: 3 clusters Score -3539557 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3539778.750000 Penalty: 5158.269531
	Iteration 13Q: 3 clusters Score -3539779 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3539998.750000 Penalty: 5158.269531
	Iteration 14Q: 3 clusters Score -3539999 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3540173.000000 Penalty: 5158.269531
	Iteration 15Q: 3 clusters Score -3540173 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3540287.750000 Penalty: 5158.269531
	Iteration 16Q: 3 clusters Score -3540288 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3540404.750000 Penalty: 5158.269531
	Iteration 17Q: 3 clusters Score -3540405 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3540515.500000 Penalty: 5158.269531
	Iteration 18Q: 3 clusters Score -3540516 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3540597.250000 Penalty: 5158.269531
	Iteration 19Q: 3 clusters Score -3540597 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3540678.500000 Penalty: 5158.269531
	Iteration 20F: 3 clusters Score -3540678 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3540766.750000 Penalty: 5158.269531
	Iteration 21Q: 3 clusters Score -3540767 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3540845.500000 Penalty: 5158.269531
	Iteration 22Q: 3 clusters Score -3540846 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3540939.000000 Penalty: 5158.269531
	Iteration 23Q: 3 clusters Score -3540939 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3541017.500000 Penalty: 5158.269531
	Iteration 24Q: 3 clusters Score -3541018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3541098.250000 Penalty: 5158.269531
	Iteration 25Q: 3 clusters Score -3541098 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3541165.000000 Penalty: 5158.269531
	Iteration 26Q: 3 clusters Score -3541165 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3541211.250000 Penalty: 5158.269531
	Iteration 27Q: 3 clusters Score -3541211 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3541272.750000 Penalty: 5158.269531
	Iteration 28Q: 3 clusters Score -3541273 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3541304.250000 Penalty: 5158.269531
	Iteration 29Q: 3 clusters Score -3541304 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3541361.000000 Penalty: 5158.269531
	Iteration 30Q: 3 clusters Score -3541361 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3541402.000000 Penalty: 5158.269531
	Iteration 31Q: 3 clusters Score -3541402 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3541459.000000 Penalty: 5158.269531
	Iteration 32Q: 3 clusters Score -3541459 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3541511.500000 Penalty: 5158.269531
	Iteration 33Q: 3 clusters Score -3541512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3541562.250000 Penalty: 5158.269531
	Iteration 34Q: 3 clusters Score -3541562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3541609.000000 Penalty: 5158.269531
	Iteration 35Q: 3 clusters Score -3541609 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3541652.500000 Penalty: 5158.269531
	Iteration 36Q: 3 clusters Score -3541652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3541700.500000 Penalty: 5158.269531
	Iteration 37Q: 3 clusters Score -3541700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3541750.750000 Penalty: 5158.269531
	Iteration 38Q: 3 clusters Score -3541751 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3541795.500000 Penalty: 5158.269531
	Iteration 39Q: 3 clusters Score -3541796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3541822.750000 Penalty: 5158.269531
	Iteration 40F: 3 clusters Score -3541823 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3541873.000000 Penalty: 5158.269531
	Iteration 41Q: 3 clusters Score -3541873 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3541909.750000 Penalty: 5158.269531
	Iteration 42Q: 3 clusters Score -3541910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3541940.250000 Penalty: 5158.269531
	Iteration 43Q: 3 clusters Score -3541940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3541971.250000 Penalty: 5158.269531
	Iteration 44Q: 3 clusters Score -3541971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3542012.000000 Penalty: 5158.269531
	Iteration 45Q: 3 clusters Score -3542012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3542042.250000 Penalty: 5158.269531
	Iteration 46Q: 3 clusters Score -3542042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3542070.250000 Penalty: 5158.269531
	Iteration 47Q: 3 clusters Score -3542070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3542103.250000 Penalty: 5158.269531
	Iteration 48Q: 3 clusters Score -3542103 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3542120.000000 Penalty: 5158.269531
	Iteration 49Q: 3 clusters Score -3542120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3542157.250000 Penalty: 5158.269531
	Iteration 50Q: 3 clusters Score -3542157 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3542179.000000 Penalty: 5158.269531
	Iteration 51Q: 3 clusters Score -3542179 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3542204.000000 Penalty: 5158.269531
	Iteration 52Q: 3 clusters Score -3542204 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3542245.000000 Penalty: 5158.269531
	Iteration 53Q: 3 clusters Score -3542245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3542270.250000 Penalty: 5158.269531
	Iteration 54Q: 3 clusters Score -3542270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3542301.250000 Penalty: 5158.269531
	Iteration 55Q: 3 clusters Score -3542301 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3542320.250000 Penalty: 5158.269531
	Iteration 56Q: 3 clusters Score -3542320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3542353.500000 Penalty: 5158.269531
	Iteration 57Q: 3 clusters Score -3542354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3542384.000000 Penalty: 5158.269531
	Iteration 58Q: 3 clusters Score -3542384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3542390.750000 Penalty: 5158.269531
	Iteration 59Q: 3 clusters Score -3542391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3542413.500000 Penalty: 5158.269531
	Iteration 60F: 3 clusters Score -3542414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3542445.000000 Penalty: 5158.269531
	Iteration 61Q: 3 clusters Score -3542445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3542460.750000 Penalty: 5158.269531
	Iteration 62Q: 3 clusters Score -3542461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3542471.750000 Penalty: 5158.269531
	Iteration 63Q: 3 clusters Score -3542472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3542477.500000 Penalty: 5158.269531
	Iteration 64Q: 3 clusters Score -3542478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3542493.250000 Penalty: 5158.269531
	Iteration 65Q: 3 clusters Score -3542493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3542507.500000 Penalty: 5158.269531
	Iteration 66Q: 3 clusters Score -3542508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3542507.750000 Penalty: 5158.269531
	Iteration 67Q: 3 clusters Score -3542508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3542507.000000 Penalty: 5158.269531
	Iteration 68Q: 3 clusters Score -3542507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3542508.500000 Penalty: 5158.269531
	Iteration 69Q: 3 clusters Score -3542508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3542519.000000 Penalty: 5158.269531
	Iteration 70Q: 3 clusters Score -3542519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3542521.500000 Penalty: 5158.269531
	Iteration 71Q: 3 clusters Score -3542522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3542520.500000 Penalty: 5158.269531
	Iteration 72Q: 3 clusters Score -3542520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3542515.750000 Penalty: 5158.269531
	Iteration 73Q: 3 clusters Score -3542516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3542522.750000 Penalty: 5158.269531
	Iteration 74Q: 3 clusters Score -3542523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3542520.500000 Penalty: 5158.269531
	Iteration 75Q: 3 clusters Score -3542520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3542524.750000 Penalty: 5158.269531
	Iteration 76Q: 3 clusters Score -3542525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3542534.750000 Penalty: 5158.269531
	Iteration 77Q: 3 clusters Score -3542535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3542535.000000 Penalty: 5158.269531
	Iteration 78Q: 3 clusters Score -3542535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3542533.500000 Penalty: 5158.269531
	Iteration 79Q: 3 clusters Score -3542534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3542544.000000 Penalty: 5158.269531
	Iteration 80F: 3 clusters Score -3542544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3542546.500000 Penalty: 5158.269531
	Iteration 81Q: 3 clusters Score -3542546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3542546.750000 Penalty: 5158.269531
	Iteration 82Q: 3 clusters Score -3542547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3542552.500000 Penalty: 5158.269531
	Iteration 83Q: 3 clusters Score -3542552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3542546.500000 Penalty: 5158.269531
	Iteration 84Q: 3 clusters Score -3542546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3542548.000000 Penalty: 5158.269531
	Iteration 85Q: 3 clusters Score -3542548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3542550.500000 Penalty: 5158.269531
	Iteration 86Q: 3 clusters Score -3542550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3542550.250000 Penalty: 5158.269531
	Iteration 87Q: 3 clusters Score -3542550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3542547.500000 Penalty: 5158.269531
	Iteration 88Q: 3 clusters Score -3542548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3542548.500000 Penalty: 5158.269531
	Iteration 89Q: 3 clusters Score -3542548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3542552.750000 Penalty: 5158.269531
	Iteration 90Q: 3 clusters Score -3542553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3542552.750000 Penalty: 5158.269531
	Iteration 91F: 3 clusters Score -3542553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -232089.265625 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -232089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -229244.890625 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -229244.9 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229792.312500 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -229792.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -229924.765625 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -229924.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -229992.343750 Penalty: 3851.090820
	Iteration 3Q: 3 clusters Score -229992.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230051.875000 Penalty: 3851.090820
	Iteration 4Q: 3 clusters Score -230051.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -230099.109375 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -230099.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -230154.265625 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -230154.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -230197.031250 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -230197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -230225.468750 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -230225.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -230246.671875 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -230246.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230261.562500 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -230261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230268.015625 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -230268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -230274.921875 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -230274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230277.781250 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -230277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230281.609375 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -230281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -230286.453125 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -230286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -230288.562500 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -230288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -230288.562500 Penalty: 3851.090820
	Iteration 17F: 3 clusters Score -230288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -235098.968750 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -235099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -232290.718750 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -232290.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -232807.718750 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -232807.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -232980.671875 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -232980.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -233161.421875 Penalty: 3836.991699
	Iteration 3F: 3 clusters Score -233161.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -233358.062500 Penalty: 3836.991699
	Iteration 4F: 3 clusters Score -233358.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233566.859375 Penalty: 3836.991699
	Iteration 5F: 3 clusters Score -233566.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -233853.296875 Penalty: 3836.991699
	Iteration 6F: 3 clusters Score -233853.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -234214.531250 Penalty: 3836.991699
	Iteration 7F: 3 clusters Score -234214.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -234515.718750 Penalty: 3836.991699
	Iteration 8F: 3 clusters Score -234515.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -234697.875000 Penalty: 3836.991699
	Iteration 9F: 3 clusters Score -234697.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -234787.312500 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -234787.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -234816.000000 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -234816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -234824.390625 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -234824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -234833.140625 Penalty: 3836.991699
	Iteration 13Q: 3 clusters Score -234833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -234834.609375 Penalty: 3836.991699
	Iteration 14Q: 3 clusters Score -234834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -234837.578125 Penalty: 3836.991699
	Iteration 15Q: 3 clusters Score -234837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -234839.015625 Penalty: 3836.991699
	Iteration 16Q: 3 clusters Score -234839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -234840.625000 Penalty: 3836.991699
	Iteration 17Q: 3 clusters Score -234840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -234842.750000 Penalty: 3836.991699
	Iteration 18Q: 3 clusters Score -234842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -234842.750000 Penalty: 3836.991699
	Iteration 19F: 3 clusters Score -234842.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -608771.875000 Penalty: 2142.090576
	Iteration 0F: 2 clusters Score -608771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -603859.312500 Penalty: 4284.181152
	Iteration 0F: 3 clusters Score -603859.3 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -605110.375000 Penalty: 4284.181152
	Iteration 1F: 3 clusters Score -605110.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -605362.625000 Penalty: 4284.181152
	Iteration 2F: 3 clusters Score -605362.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -605519.250000 Penalty: 4284.181152
	Iteration 3F: 3 clusters Score -605519.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -605624.250000 Penalty: 4284.181152
	Iteration 4Q: 3 clusters Score -605624.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -605683.375000 Penalty: 4284.181152
	Iteration 5Q: 3 clusters Score -605683.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -605735.062500 Penalty: 4284.181152
	Iteration 6Q: 3 clusters Score -605735.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -605771.937500 Penalty: 4284.181152
	Iteration 7Q: 3 clusters Score -605771.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -605806.375000 Penalty: 4284.181152
	Iteration 8Q: 3 clusters Score -605806.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -605840.312500 Penalty: 4284.181152
	Iteration 9Q: 3 clusters Score -605840.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -605860.875000 Penalty: 4284.181152
	Iteration 10Q: 3 clusters Score -605860.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -605879.250000 Penalty: 4284.181152
	Iteration 11Q: 3 clusters Score -605879.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -605896.500000 Penalty: 4284.181152
	Iteration 12Q: 3 clusters Score -605896.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -605913.750000 Penalty: 4284.181152
	Iteration 13Q: 3 clusters Score -605913.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -605924.750000 Penalty: 4284.181152
	Iteration 14Q: 3 clusters Score -605924.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -605935.250000 Penalty: 4284.181152
	Iteration 15Q: 3 clusters Score -605935.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -605943.437500 Penalty: 4284.181152
	Iteration 16Q: 3 clusters Score -605943.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -605955.437500 Penalty: 4284.181152
	Iteration 17Q: 3 clusters Score -605955.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -605963.687500 Penalty: 4284.181152
	Iteration 18Q: 3 clusters Score -605963.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -605972.125000 Penalty: 4284.181152
	Iteration 19Q: 3 clusters Score -605972.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -605978.875000 Penalty: 4284.181152
	Iteration 20F: 3 clusters Score -605978.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -605984.000000 Penalty: 4284.181152
	Iteration 21Q: 3 clusters Score -605984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -605986.000000 Penalty: 4284.181152
	Iteration 22Q: 3 clusters Score -605986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -605987.625000 Penalty: 4284.181152
	Iteration 23Q: 3 clusters Score -605987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -605989.687500 Penalty: 4284.181152
	Iteration 24Q: 3 clusters Score -605989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -605989.812500 Penalty: 4284.181152
	Iteration 25Q: 3 clusters Score -605989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -605991.187500 Penalty: 4284.181152
	Iteration 26Q: 3 clusters Score -605991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -605991.187500 Penalty: 4284.181152
	Iteration 27F: 3 clusters Score -605991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Entering Unmasked Estep 
Score: -7119238.500000 Penalty: 2752.371826
	Iteration 0F: 2 clusters Score -7119238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -7074954.000000 Penalty: 5504.743652
	Iteration 0F: 3 clusters Score -7074954 nChanged 30852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -7092164.000000 Penalty: 5504.743652
	Iteration 1F: 3 clusters Score -7092164 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -7092821.500000 Penalty: 5504.743652
	Iteration 2Q: 3 clusters Score -7092822 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7093649.000000 Penalty: 5504.743652
	Iteration 3Q: 3 clusters Score -7093649 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -7094649.000000 Penalty: 5504.743652
	Iteration 4Q: 3 clusters Score -7094649 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -7095980.500000 Penalty: 5504.743652
	Iteration 5Q: 3 clusters Score -7095980 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -7097561.500000 Penalty: 5504.743652
	Iteration 6Q: 3 clusters Score -7097562 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7099550.500000 Penalty: 5504.743652
	Iteration 7F: 3 clusters Score -7099550 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -7102006.500000 Penalty: 5504.743652
	Iteration 8F: 3 clusters Score -7102006 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -7104760.500000 Penalty: 5504.743652
	Iteration 9F: 3 clusters Score -7104760 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -7107372.000000 Penalty: 5504.743652
	Iteration 10F: 3 clusters Score -7107372 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -7109117.000000 Penalty: 5504.743652
	Iteration 11F: 3 clusters Score -7109117 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -7109951.000000 Penalty: 5504.743652
	Iteration 12Q: 3 clusters Score -7109951 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7110319.000000 Penalty: 5504.743652
	Iteration 13Q: 3 clusters Score -7110319 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -7110469.500000 Penalty: 5504.743652
	Iteration 14Q: 3 clusters Score -7110470 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -7110536.500000 Penalty: 5504.743652
	Iteration 15Q: 3 clusters Score -7110536 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -7110611.000000 Penalty: 5504.743652
	Iteration 16Q: 3 clusters Score -7110611 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -7110713.500000 Penalty: 5504.743652
	Iteration 17Q: 3 clusters Score -7110714 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -7110777.500000 Penalty: 5504.743652
	Iteration 18Q: 3 clusters Score -7110778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -7110836.000000 Penalty: 5504.743652
	Iteration 19Q: 3 clusters Score -7110836 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7110947.000000 Penalty: 5504.743652
	Iteration 20F: 3 clusters Score -7110947 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7110987.500000 Penalty: 5504.743652
	Iteration 21Q: 3 clusters Score -7110988 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -7111085.500000 Penalty: 5504.743652
	Iteration 22Q: 3 clusters Score -7111086 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7111145.500000 Penalty: 5504.743652
	Iteration 23Q: 3 clusters Score -7111146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -7111174.500000 Penalty: 5504.743652
	Iteration 24Q: 3 clusters Score -7111174 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -7111181.500000 Penalty: 5504.743652
	Iteration 25Q: 3 clusters Score -7111182 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -7111178.000000 Penalty: 5504.743652
	Iteration 26Q: 3 clusters Score -7111178 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7111192.000000 Penalty: 5504.743652
	Iteration 27Q: 3 clusters Score -7111192 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -7111205.500000 Penalty: 5504.743652
	Iteration 28Q: 3 clusters Score -7111206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -7111219.000000 Penalty: 5504.743652
	Iteration 29Q: 3 clusters Score -7111219 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -7111281.500000 Penalty: 5504.743652
	Iteration 30Q: 3 clusters Score -7111282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -7111274.000000 Penalty: 5504.743652
	Iteration 31Q: 3 clusters Score -7111274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7111269.000000 Penalty: 5504.743652
	Iteration 32Q: 3 clusters Score -7111269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -7111261.500000 Penalty: 5504.743652
	Iteration 33Q: 3 clusters Score -7111262 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -7111249.500000 Penalty: 5504.743652
	Iteration 34Q: 3 clusters Score -7111250 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -7111268.500000 Penalty: 5504.743652
	Iteration 35Q: 3 clusters Score -7111268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -7111266.000000 Penalty: 5504.743652
	Iteration 36Q: 3 clusters Score -7111266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -7111276.500000 Penalty: 5504.743652
	Iteration 37Q: 3 clusters Score -7111276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7111289.000000 Penalty: 5504.743652
	Iteration 38Q: 3 clusters Score -7111289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7111312.500000 Penalty: 5504.743652
	Iteration 39Q: 3 clusters Score -7111312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -7111323.500000 Penalty: 5504.743652
	Iteration 40F: 3 clusters Score -7111324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -7111335.500000 Penalty: 5504.743652
	Iteration 41Q: 3 clusters Score -7111336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7111350.500000 Penalty: 5504.743652
	Iteration 42Q: 3 clusters Score -7111350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -7111338.500000 Penalty: 5504.743652
	Iteration 43Q: 3 clusters Score -7111338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -7111327.500000 Penalty: 5504.743652
	Iteration 44Q: 3 clusters Score -7111328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -7111353.000000 Penalty: 5504.743652
	Iteration 45Q: 3 clusters Score -7111353 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -7111356.500000 Penalty: 5504.743652
	Iteration 46Q: 3 clusters Score -7111356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -7111354.500000 Penalty: 5504.743652
	Iteration 47Q: 3 clusters Score -7111354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -7111351.000000 Penalty: 5504.743652
	Iteration 48Q: 3 clusters Score -7111351 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -7111353.000000 Penalty: 5504.743652
	Iteration 49Q: 3 clusters Score -7111353 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7111378.000000 Penalty: 5504.743652
	Iteration 50Q: 3 clusters Score -7111378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -7111390.000000 Penalty: 5504.743652
	Iteration 51Q: 3 clusters Score -7111390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -7111386.000000 Penalty: 5504.743652
	Iteration 52Q: 3 clusters Score -7111386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7111390.500000 Penalty: 5504.743652
	Iteration 53Q: 3 clusters Score -7111390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -7111402.000000 Penalty: 5504.743652
	Iteration 54Q: 3 clusters Score -7111402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -7111388.000000 Penalty: 5504.743652
	Iteration 55Q: 3 clusters Score -7111388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -7111402.500000 Penalty: 5504.743652
	Iteration 56Q: 3 clusters Score -7111402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -7111417.500000 Penalty: 5504.743652
	Iteration 57Q: 3 clusters Score -7111418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -7111425.000000 Penalty: 5504.743652
	Iteration 58Q: 3 clusters Score -7111425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -7111436.500000 Penalty: 5504.743652
	Iteration 59Q: 3 clusters Score -7111436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -7111444.000000 Penalty: 5504.743652
	Iteration 60F: 3 clusters Score -7111444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -7111434.000000 Penalty: 5504.743652
	Iteration 61Q: 3 clusters Score -7111434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -7111444.000000 Penalty: 5504.743652
	Iteration 62Q: 3 clusters Score -7111444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -7111437.000000 Penalty: 5504.743652
	Iteration 63Q: 3 clusters Score -7111437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -7111446.000000 Penalty: 5504.743652
	Iteration 64Q: 3 clusters Score -7111446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -7111454.500000 Penalty: 5504.743652
	Iteration 65Q: 3 clusters Score -7111454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7111469.000000 Penalty: 5504.743652
	Iteration 66Q: 3 clusters Score -7111469 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -7111474.500000 Penalty: 5504.743652
	Iteration 67Q: 3 clusters Score -7111474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -7111487.000000 Penalty: 5504.743652
	Iteration 68Q: 3 clusters Score -7111487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7111482.500000 Penalty: 5504.743652
	Iteration 69Q: 3 clusters Score -7111482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -7111493.500000 Penalty: 5504.743652
	Iteration 70Q: 3 clusters Score -7111494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -7111502.000000 Penalty: 5504.743652
	Iteration 71Q: 3 clusters Score -7111502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -7111495.500000 Penalty: 5504.743652
	Iteration 72Q: 3 clusters Score -7111496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -7111496.000000 Penalty: 5504.743652
	Iteration 73Q: 3 clusters Score -7111496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -7111498.500000 Penalty: 5504.743652
	Iteration 74Q: 3 clusters Score -7111498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -7111516.000000 Penalty: 5504.743652
	Iteration 75Q: 3 clusters Score -7111516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7111537.000000 Penalty: 5504.743652
	Iteration 76Q: 3 clusters Score -7111537 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -7111541.500000 Penalty: 5504.743652
	Iteration 77Q: 3 clusters Score -7111542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7111547.000000 Penalty: 5504.743652
	Iteration 78Q: 3 clusters Score -7111547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -7111557.000000 Penalty: 5504.743652
	Iteration 79Q: 3 clusters Score -7111557 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -7111548.000000 Penalty: 5504.743652
	Iteration 80F: 3 clusters Score -7111548 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -7111537.500000 Penalty: 5504.743652
	Iteration 81Q: 3 clusters Score -7111538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -7111558.000000 Penalty: 5504.743652
	Iteration 82Q: 3 clusters Score -7111558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -7111544.000000 Penalty: 5504.743652
	Iteration 83Q: 3 clusters Score -7111544 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7111550.500000 Penalty: 5504.743652
	Iteration 84Q: 3 clusters Score -7111550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -7111583.000000 Penalty: 5504.743652
	Iteration 85Q: 3 clusters Score -7111583 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7111584.500000 Penalty: 5504.743652
	Iteration 86Q: 3 clusters Score -7111584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -7111591.500000 Penalty: 5504.743652
	Iteration 87Q: 3 clusters Score -7111592 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -7111609.500000 Penalty: 5504.743652
	Iteration 88Q: 3 clusters Score -7111610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -7111592.000000 Penalty: 5504.743652
	Iteration 89Q: 3 clusters Score -7111592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -7111597.500000 Penalty: 5504.743652
	Iteration 90Q: 3 clusters Score -7111598 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7111583.000000 Penalty: 5504.743652
	Iteration 91Q: 3 clusters Score -7111583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -7111607.000000 Penalty: 5504.743652
	Iteration 92Q: 3 clusters Score -7111607 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -7111614.000000 Penalty: 5504.743652
	Iteration 93Q: 3 clusters Score -7111614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -7111621.000000 Penalty: 5504.743652
	Iteration 94Q: 3 clusters Score -7111621 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -7111652.000000 Penalty: 5504.743652
	Iteration 95Q: 3 clusters Score -7111652 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -7111665.500000 Penalty: 5504.743652
	Iteration 96Q: 3 clusters Score -7111666 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -7111693.000000 Penalty: 5504.743652
	Iteration 97Q: 3 clusters Score -7111693 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -7111709.000000 Penalty: 5504.743652
	Iteration 98Q: 3 clusters Score -7111709 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -7111723.000000 Penalty: 5504.743652
	Iteration 99Q: 3 clusters Score -7111723 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -7111775.500000 Penalty: 5504.743652
	Iteration 100F: 3 clusters Score -7111776 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -7111782.500000 Penalty: 5504.743652
	Iteration 101Q: 3 clusters Score -7111782 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -7111830.000000 Penalty: 5504.743652
	Iteration 102Q: 3 clusters Score -7111830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -7111848.000000 Penalty: 5504.743652
	Iteration 103Q: 3 clusters Score -7111848 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -7111835.000000 Penalty: 5504.743652
	Iteration 104Q: 3 clusters Score -7111835 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -7111896.000000 Penalty: 5504.743652
	Iteration 105Q: 3 clusters Score -7111896 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -7111955.000000 Penalty: 5504.743652
	Iteration 106Q: 3 clusters Score -7111955 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -7111963.000000 Penalty: 5504.743652
	Iteration 107Q: 3 clusters Score -7111963 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -7111983.000000 Penalty: 5504.743652
	Iteration 108Q: 3 clusters Score -7111983 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -7112003.000000 Penalty: 5504.743652
	Iteration 109Q: 3 clusters Score -7112003 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -7112067.000000 Penalty: 5504.743652
	Iteration 110Q: 3 clusters Score -7112067 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -7112089.000000 Penalty: 5504.743652
	Iteration 111Q: 3 clusters Score -7112089 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -7112112.000000 Penalty: 5504.743652
	Iteration 112Q: 3 clusters Score -7112112 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -7112166.000000 Penalty: 5504.743652
	Iteration 113Q: 3 clusters Score -7112166 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -7112243.000000 Penalty: 5504.743652
	Iteration 114Q: 3 clusters Score -7112243 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -7112283.500000 Penalty: 5504.743652
	Iteration 115Q: 3 clusters Score -7112284 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7112352.000000 Penalty: 5504.743652
	Iteration 116Q: 3 clusters Score -7112352 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -7112395.000000 Penalty: 5504.743652
	Iteration 117Q: 3 clusters Score -7112395 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -7112464.000000 Penalty: 5504.743652
	Iteration 118Q: 3 clusters Score -7112464 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -7112560.000000 Penalty: 5504.743652
	Iteration 119Q: 3 clusters Score -7112560 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7112629.000000 Penalty: 5504.743652
	Iteration 120F: 3 clusters Score -7112629 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7112760.500000 Penalty: 5504.743652
	Iteration 121Q: 3 clusters Score -7112760 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -7112834.500000 Penalty: 5504.743652
	Iteration 122Q: 3 clusters Score -7112834 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -7112921.000000 Penalty: 5504.743652
	Iteration 123Q: 3 clusters Score -7112921 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7113051.000000 Penalty: 5504.743652
	Iteration 124Q: 3 clusters Score -7113051 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -7113168.500000 Penalty: 5504.743652
	Iteration 125Q: 3 clusters Score -7113168 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -7113310.000000 Penalty: 5504.743652
	Iteration 126Q: 3 clusters Score -7113310 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -7113422.500000 Penalty: 5504.743652
	Iteration 127Q: 3 clusters Score -7113422 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -7113557.000000 Penalty: 5504.743652
	Iteration 128Q: 3 clusters Score -7113557 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -7113684.500000 Penalty: 5504.743652
	Iteration 129Q: 3 clusters Score -7113684 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -7113854.000000 Penalty: 5504.743652
	Iteration 130Q: 3 clusters Score -7113854 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -7114005.000000 Penalty: 5504.743652
	Iteration 131Q: 3 clusters Score -7114005 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -7114167.500000 Penalty: 5504.743652
	Iteration 132Q: 3 clusters Score -7114168 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -7114301.000000 Penalty: 5504.743652
	Iteration 133Q: 3 clusters Score -7114301 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -7114436.000000 Penalty: 5504.743652
	Iteration 134Q: 3 clusters Score -7114436 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -7114589.500000 Penalty: 5504.743652
	Iteration 135Q: 3 clusters Score -7114590 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -7114756.000000 Penalty: 5504.743652
	Iteration 136Q: 3 clusters Score -7114756 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -7114899.000000 Penalty: 5504.743652
	Iteration 137Q: 3 clusters Score -7114899 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -7115069.000000 Penalty: 5504.743652
	Iteration 138Q: 3 clusters Score -7115069 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -7115290.000000 Penalty: 5504.743652
	Iteration 139Q: 3 clusters Score -7115290 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7115470.000000 Penalty: 5504.743652
	Iteration 140F: 3 clusters Score -7115470 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -7115630.000000 Penalty: 5504.743652
	Iteration 141Q: 3 clusters Score -7115630 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -7115771.500000 Penalty: 5504.743652
	Iteration 142Q: 3 clusters Score -7115772 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -7115913.000000 Penalty: 5504.743652
	Iteration 143Q: 3 clusters Score -7115913 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7116098.000000 Penalty: 5504.743652
	Iteration 144Q: 3 clusters Score -7116098 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -7116239.500000 Penalty: 5504.743652
	Iteration 145Q: 3 clusters Score -7116240 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -7116387.500000 Penalty: 5504.743652
	Iteration 146Q: 3 clusters Score -7116388 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -7116522.500000 Penalty: 5504.743652
	Iteration 147Q: 3 clusters Score -7116522 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7116611.000000 Penalty: 5504.743652
	Iteration 148Q: 3 clusters Score -7116611 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -7116679.500000 Penalty: 5504.743652
	Iteration 149Q: 3 clusters Score -7116680 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7116774.500000 Penalty: 5504.743652
	Iteration 150Q: 3 clusters Score -7116774 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7116865.000000 Penalty: 5504.743652
	Iteration 151Q: 3 clusters Score -7116865 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -7116952.000000 Penalty: 5504.743652
	Iteration 152Q: 3 clusters Score -7116952 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7117015.000000 Penalty: 5504.743652
	Iteration 153Q: 3 clusters Score -7117015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -7117082.000000 Penalty: 5504.743652
	Iteration 154Q: 3 clusters Score -7117082 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7117104.000000 Penalty: 5504.743652
	Iteration 155Q: 3 clusters Score -7117104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7117156.500000 Penalty: 5504.743652
	Iteration 156Q: 3 clusters Score -7117156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7117197.000000 Penalty: 5504.743652
	Iteration 157Q: 3 clusters Score -7117197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7117244.000000 Penalty: 5504.743652
	Iteration 158Q: 3 clusters Score -7117244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7117287.000000 Penalty: 5504.743652
	Iteration 159Q: 3 clusters Score -7117287 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7117322.000000 Penalty: 5504.743652
	Iteration 160F: 3 clusters Score -7117322 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7117362.500000 Penalty: 5504.743652
	Iteration 161Q: 3 clusters Score -7117362 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7117401.500000 Penalty: 5504.743652
	Iteration 162Q: 3 clusters Score -7117402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7117447.500000 Penalty: 5504.743652
	Iteration 163Q: 3 clusters Score -7117448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7117461.000000 Penalty: 5504.743652
	Iteration 164Q: 3 clusters Score -7117461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7117498.000000 Penalty: 5504.743652
	Iteration 165Q: 3 clusters Score -7117498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7117520.000000 Penalty: 5504.743652
	Iteration 166Q: 3 clusters Score -7117520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7117545.500000 Penalty: 5504.743652
	Iteration 167Q: 3 clusters Score -7117546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7117578.500000 Penalty: 5504.743652
	Iteration 168Q: 3 clusters Score -7117578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7117585.000000 Penalty: 5504.743652
	Iteration 169Q: 3 clusters Score -7117585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7117598.500000 Penalty: 5504.743652
	Iteration 170Q: 3 clusters Score -7117598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7117613.000000 Penalty: 5504.743652
	Iteration 171Q: 3 clusters Score -7117613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7117640.000000 Penalty: 5504.743652
	Iteration 172Q: 3 clusters Score -7117640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7117640.000000 Penalty: 5504.743652
	Iteration 173Q: 3 clusters Score -7117640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7117625.000000 Penalty: 5504.743652
	Iteration 174Q: 3 clusters Score -7117625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7117637.500000 Penalty: 5504.743652
	Iteration 175Q: 3 clusters Score -7117638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7117650.500000 Penalty: 5504.743652
	Iteration 176Q: 3 clusters Score -7117650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7117677.500000 Penalty: 5504.743652
	Iteration 177Q: 3 clusters Score -7117678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7117678.000000 Penalty: 5504.743652
	Iteration 178Q: 3 clusters Score -7117678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7117669.000000 Penalty: 5504.743652
	Iteration 179Q: 3 clusters Score -7117669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7117674.500000 Penalty: 5504.743652
	Iteration 180F: 3 clusters Score -7117674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7117670.000000 Penalty: 5504.743652
	Iteration 181Q: 3 clusters Score -7117670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7117662.000000 Penalty: 5504.743652
	Iteration 182Q: 3 clusters Score -7117662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7117659.500000 Penalty: 5504.743652
	Iteration 183Q: 3 clusters Score -7117660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7117671.000000 Penalty: 5504.743652
	Iteration 184Q: 3 clusters Score -7117671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7117668.500000 Penalty: 5504.743652
	Iteration 185Q: 3 clusters Score -7117668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7117671.000000 Penalty: 5504.743652
	Iteration 186Q: 3 clusters Score -7117671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7117669.000000 Penalty: 5504.743652
	Iteration 187Q: 3 clusters Score -7117669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7117666.000000 Penalty: 5504.743652
	Iteration 188Q: 3 clusters Score -7117666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7117667.500000 Penalty: 5504.743652
	Iteration 189Q: 3 clusters Score -7117668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7117664.000000 Penalty: 5504.743652
	Iteration 190Q: 3 clusters Score -7117664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7117664.000000 Penalty: 5504.743652
	Iteration 191F: 3 clusters Score -7117664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187229 members 
Entering Unmasked Estep 
Score: -19966238.000000 Penalty: 3010.741943
	Iteration 0F: 2 clusters Score -1.996624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -19840932.000000 Penalty: 6021.483887
	Iteration 0F: 3 clusters Score -1.984093e+07 nChanged 89867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -19894454.000000 Penalty: 6021.483887
	Iteration 1F: 3 clusters Score -1.989445e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -19896094.000000 Penalty: 6021.483887
	Iteration 2Q: 3 clusters Score -1.989609e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -19898596.000000 Penalty: 6021.483887
	Iteration 3Q: 3 clusters Score -1.98986e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -19901912.000000 Penalty: 6021.483887
	Iteration 4Q: 3 clusters Score -1.990191e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -19906434.000000 Penalty: 6021.483887
	Iteration 5Q: 3 clusters Score -1.990643e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -19912644.000000 Penalty: 6021.483887
	Iteration 6F: 3 clusters Score -1.991264e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -19920656.000000 Penalty: 6021.483887
	Iteration 7F: 3 clusters Score -1.992066e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -19929756.000000 Penalty: 6021.483887
	Iteration 8F: 3 clusters Score -1.992976e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 101977 members 
Entering Unmasked Estep 
Score: -19936684.000000 Penalty: 6021.483887
	Iteration 9F: 3 clusters Score -1.993668e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 101946 members 
Entering Unmasked Estep 
Score: -19940164.000000 Penalty: 6021.483887
	Iteration 10Q: 3 clusters Score -1.994016e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -19941440.000000 Penalty: 6021.483887
	Iteration 11Q: 3 clusters Score -1.994144e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -19942052.000000 Penalty: 6021.483887
	Iteration 12Q: 3 clusters Score -1.994205e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -19942598.000000 Penalty: 6021.483887
	Iteration 13Q: 3 clusters Score -1.99426e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -19943068.000000 Penalty: 6021.483887
	Iteration 14Q: 3 clusters Score -1.994307e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -19943530.000000 Penalty: 6021.483887
	Iteration 15Q: 3 clusters Score -1.994353e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -19943988.000000 Penalty: 6021.483887
	Iteration 16Q: 3 clusters Score -1.994399e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -19944312.000000 Penalty: 6021.483887
	Iteration 17Q: 3 clusters Score -1.994431e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -19944588.000000 Penalty: 6021.483887
	Iteration 18Q: 3 clusters Score -1.994459e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -19944832.000000 Penalty: 6021.483887
	Iteration 19Q: 3 clusters Score -1.994483e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -19945094.000000 Penalty: 6021.483887
	Iteration 20F: 3 clusters Score -1.994509e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -19945434.000000 Penalty: 6021.483887
	Iteration 21Q: 3 clusters Score -1.994543e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -19945562.000000 Penalty: 6021.483887
	Iteration 22Q: 3 clusters Score -1.994556e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -19945720.000000 Penalty: 6021.483887
	Iteration 23Q: 3 clusters Score -1.994572e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -19945852.000000 Penalty: 6021.483887
	Iteration 24Q: 3 clusters Score -1.994585e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -19945906.000000 Penalty: 6021.483887
	Iteration 25Q: 3 clusters Score -1.994591e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -19946074.000000 Penalty: 6021.483887
	Iteration 26Q: 3 clusters Score -1.994607e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -19946118.000000 Penalty: 6021.483887
	Iteration 27Q: 3 clusters Score -1.994612e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -19946168.000000 Penalty: 6021.483887
	Iteration 28Q: 3 clusters Score -1.994617e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -19946254.000000 Penalty: 6021.483887
	Iteration 29Q: 3 clusters Score -1.994625e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -19946328.000000 Penalty: 6021.483887
	Iteration 30Q: 3 clusters Score -1.994633e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -19946358.000000 Penalty: 6021.483887
	Iteration 31Q: 3 clusters Score -1.994636e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -19946394.000000 Penalty: 6021.483887
	Iteration 32Q: 3 clusters Score -1.994639e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -19946378.000000 Penalty: 6021.483887
	Iteration 33Q: 3 clusters Score -1.994638e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -19946412.000000 Penalty: 6021.483887
	Iteration 34Q: 3 clusters Score -1.994641e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -19946396.000000 Penalty: 6021.483887
	Iteration 35Q: 3 clusters Score -1.99464e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -19946458.000000 Penalty: 6021.483887
	Iteration 36Q: 3 clusters Score -1.994646e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -19946536.000000 Penalty: 6021.483887
	Iteration 37Q: 3 clusters Score -1.994654e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -19946618.000000 Penalty: 6021.483887
	Iteration 38Q: 3 clusters Score -1.994662e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -19946672.000000 Penalty: 6021.483887
	Iteration 39Q: 3 clusters Score -1.994667e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -19946704.000000 Penalty: 6021.483887
	Iteration 40F: 3 clusters Score -1.99467e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -19946824.000000 Penalty: 6021.483887
	Iteration 41Q: 3 clusters Score -1.994682e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -19946902.000000 Penalty: 6021.483887
	Iteration 42Q: 3 clusters Score -1.99469e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -19946892.000000 Penalty: 6021.483887
	Iteration 43Q: 3 clusters Score -1.994689e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -19946974.000000 Penalty: 6021.483887
	Iteration 44Q: 3 clusters Score -1.994697e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -19946936.000000 Penalty: 6021.483887
	Iteration 45Q: 3 clusters Score -1.994694e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -19946970.000000 Penalty: 6021.483887
	Iteration 46Q: 3 clusters Score -1.994697e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -19946946.000000 Penalty: 6021.483887
	Iteration 47Q: 3 clusters Score -1.994695e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -19947050.000000 Penalty: 6021.483887
	Iteration 48Q: 3 clusters Score -1.994705e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -19947130.000000 Penalty: 6021.483887
	Iteration 49Q: 3 clusters Score -1.994713e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -19947164.000000 Penalty: 6021.483887
	Iteration 50Q: 3 clusters Score -1.994716e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -19947244.000000 Penalty: 6021.483887
	Iteration 51Q: 3 clusters Score -1.994724e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -19947348.000000 Penalty: 6021.483887
	Iteration 52Q: 3 clusters Score -1.994735e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -19947358.000000 Penalty: 6021.483887
	Iteration 53Q: 3 clusters Score -1.994736e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -19947418.000000 Penalty: 6021.483887
	Iteration 54Q: 3 clusters Score -1.994742e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -19947536.000000 Penalty: 6021.483887
	Iteration 55Q: 3 clusters Score -1.994754e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -19947638.000000 Penalty: 6021.483887
	Iteration 56Q: 3 clusters Score -1.994764e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -19947740.000000 Penalty: 6021.483887
	Iteration 57Q: 3 clusters Score -1.994774e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -19947816.000000 Penalty: 6021.483887
	Iteration 58Q: 3 clusters Score -1.994782e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -19947924.000000 Penalty: 6021.483887
	Iteration 59Q: 3 clusters Score -1.994792e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -19948162.000000 Penalty: 6021.483887
	Iteration 60F: 3 clusters Score -1.994816e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -19948290.000000 Penalty: 6021.483887
	Iteration 61Q: 3 clusters Score -1.994829e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -19948394.000000 Penalty: 6021.483887
	Iteration 62Q: 3 clusters Score -1.994839e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120245 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -19948718.000000 Penalty: 6021.483887
	Iteration 63Q: 3 clusters Score -1.994872e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121736 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -19948902.000000 Penalty: 6021.483887
	Iteration 64Q: 3 clusters Score -1.99489e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -19949052.000000 Penalty: 6021.483887
	Iteration 65Q: 3 clusters Score -1.994905e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -19949288.000000 Penalty: 6021.483887
	Iteration 66Q: 3 clusters Score -1.994929e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -19949506.000000 Penalty: 6021.483887
	Iteration 67Q: 3 clusters Score -1.994951e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -19949838.000000 Penalty: 6021.483887
	Iteration 68Q: 3 clusters Score -1.994984e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130091 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -19950174.000000 Penalty: 6021.483887
	Iteration 69Q: 3 clusters Score -1.995017e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131821 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -19950512.000000 Penalty: 6021.483887
	Iteration 70Q: 3 clusters Score -1.995051e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -19950808.000000 Penalty: 6021.483887
	Iteration 71Q: 3 clusters Score -1.995081e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -19951302.000000 Penalty: 6021.483887
	Iteration 72Q: 3 clusters Score -1.99513e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -19951680.000000 Penalty: 6021.483887
	Iteration 73Q: 3 clusters Score -1.995168e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -19952038.000000 Penalty: 6021.483887
	Iteration 74Q: 3 clusters Score -1.995204e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141217 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -19952392.000000 Penalty: 6021.483887
	Iteration 75Q: 3 clusters Score -1.995239e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -19952898.000000 Penalty: 6021.483887
	Iteration 76Q: 3 clusters Score -1.99529e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -19953296.000000 Penalty: 6021.483887
	Iteration 77Q: 3 clusters Score -1.99533e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -19953682.000000 Penalty: 6021.483887
	Iteration 78Q: 3 clusters Score -1.995368e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -19954056.000000 Penalty: 6021.483887
	Iteration 79Q: 3 clusters Score -1.995406e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -19954418.000000 Penalty: 6021.483887
	Iteration 80F: 3 clusters Score -1.995442e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -19954832.000000 Penalty: 6021.483887
	Iteration 81Q: 3 clusters Score -1.995483e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -19955328.000000 Penalty: 6021.483887
	Iteration 82Q: 3 clusters Score -1.995533e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -19955766.000000 Penalty: 6021.483887
	Iteration 83Q: 3 clusters Score -1.995577e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -19956062.000000 Penalty: 6021.483887
	Iteration 84Q: 3 clusters Score -1.995606e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -19956396.000000 Penalty: 6021.483887
	Iteration 85Q: 3 clusters Score -1.99564e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -19956752.000000 Penalty: 6021.483887
	Iteration 86Q: 3 clusters Score -1.995675e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -19957098.000000 Penalty: 6021.483887
	Iteration 87Q: 3 clusters Score -1.99571e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -19957436.000000 Penalty: 6021.483887
	Iteration 88Q: 3 clusters Score -1.995744e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164744 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -19957808.000000 Penalty: 6021.483887
	Iteration 89Q: 3 clusters Score -1.995781e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -19958094.000000 Penalty: 6021.483887
	Iteration 90Q: 3 clusters Score -1.995809e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -19958376.000000 Penalty: 6021.483887
	Iteration 91Q: 3 clusters Score -1.995838e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -19958860.000000 Penalty: 6021.483887
	Iteration 92Q: 3 clusters Score -1.995886e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169758 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -19959216.000000 Penalty: 6021.483887
	Iteration 93Q: 3 clusters Score -1.995922e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170925 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -19959558.000000 Penalty: 6021.483887
	Iteration 94Q: 3 clusters Score -1.995956e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -19959902.000000 Penalty: 6021.483887
	Iteration 95Q: 3 clusters Score -1.99599e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -19960126.000000 Penalty: 6021.483887
	Iteration 96Q: 3 clusters Score -1.996013e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174007 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -19960428.000000 Penalty: 6021.483887
	Iteration 97Q: 3 clusters Score -1.996043e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174901 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -19960664.000000 Penalty: 6021.483887
	Iteration 98Q: 3 clusters Score -1.996066e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -19960982.000000 Penalty: 6021.483887
	Iteration 99Q: 3 clusters Score -1.996098e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -19961208.000000 Penalty: 6021.483887
	Iteration 100F: 3 clusters Score -1.996121e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177323 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -19961464.000000 Penalty: 6021.483887
	Iteration 101Q: 3 clusters Score -1.996146e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178009 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -19961620.000000 Penalty: 6021.483887
	Iteration 102Q: 3 clusters Score -1.996162e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178664 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -19961766.000000 Penalty: 6021.483887
	Iteration 103Q: 3 clusters Score -1.996177e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -19961992.000000 Penalty: 6021.483887
	Iteration 104Q: 3 clusters Score -1.996199e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -19962154.000000 Penalty: 6021.483887
	Iteration 105Q: 3 clusters Score -1.996215e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180300 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -19962266.000000 Penalty: 6021.483887
	Iteration 106Q: 3 clusters Score -1.996227e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180753 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -19962326.000000 Penalty: 6021.483887
	Iteration 107Q: 3 clusters Score -1.996233e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181150 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -19962466.000000 Penalty: 6021.483887
	Iteration 108Q: 3 clusters Score -1.996247e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181509 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -19962554.000000 Penalty: 6021.483887
	Iteration 109Q: 3 clusters Score -1.996255e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181844 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -19962648.000000 Penalty: 6021.483887
	Iteration 110Q: 3 clusters Score -1.996265e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182128 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -19962668.000000 Penalty: 6021.483887
	Iteration 111Q: 3 clusters Score -1.996267e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -19962712.000000 Penalty: 6021.483887
	Iteration 112Q: 3 clusters Score -1.996271e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -19962758.000000 Penalty: 6021.483887
	Iteration 113Q: 3 clusters Score -1.996276e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182850 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -19962848.000000 Penalty: 6021.483887
	Iteration 114Q: 3 clusters Score -1.996285e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -19962946.000000 Penalty: 6021.483887
	Iteration 115Q: 3 clusters Score -1.996295e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -19962994.000000 Penalty: 6021.483887
	Iteration 116Q: 3 clusters Score -1.996299e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183538 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -19963062.000000 Penalty: 6021.483887
	Iteration 117Q: 3 clusters Score -1.996306e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183759 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -19963130.000000 Penalty: 6021.483887
	Iteration 118Q: 3 clusters Score -1.996313e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -19963200.000000 Penalty: 6021.483887
	Iteration 119Q: 3 clusters Score -1.99632e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184150 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -19963290.000000 Penalty: 6021.483887
	Iteration 120F: 3 clusters Score -1.996329e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184311 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -19963334.000000 Penalty: 6021.483887
	Iteration 121Q: 3 clusters Score -1.996333e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184448 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19963392.000000 Penalty: 6021.483887
	Iteration 122Q: 3 clusters Score -1.996339e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184581 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19963448.000000 Penalty: 6021.483887
	Iteration 123Q: 3 clusters Score -1.996345e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184714 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19963466.000000 Penalty: 6021.483887
	Iteration 124Q: 3 clusters Score -1.996347e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -19963508.000000 Penalty: 6021.483887
	Iteration 125Q: 3 clusters Score -1.996351e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184922 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -19963540.000000 Penalty: 6021.483887
	Iteration 126Q: 3 clusters Score -1.996354e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19963566.000000 Penalty: 6021.483887
	Iteration 127Q: 3 clusters Score -1.996357e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185084 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -19963634.000000 Penalty: 6021.483887
	Iteration 128Q: 3 clusters Score -1.996363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185155 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19963640.000000 Penalty: 6021.483887
	Iteration 129Q: 3 clusters Score -1.996364e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185215 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19963652.000000 Penalty: 6021.483887
	Iteration 130Q: 3 clusters Score -1.996365e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185280 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19963620.000000 Penalty: 6021.483887
	Iteration 131Q: 3 clusters Score -1.996362e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185329 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19963612.000000 Penalty: 6021.483887
	Iteration 132Q: 3 clusters Score -1.996361e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185380 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -19963640.000000 Penalty: 6021.483887
	Iteration 133Q: 3 clusters Score -1.996364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185424 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19963638.000000 Penalty: 6021.483887
	Iteration 134Q: 3 clusters Score -1.996364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185467 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -19963670.000000 Penalty: 6021.483887
	Iteration 135Q: 3 clusters Score -1.996367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185504 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -19963698.000000 Penalty: 6021.483887
	Iteration 136Q: 3 clusters Score -1.99637e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185545 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -19963718.000000 Penalty: 6021.483887
	Iteration 137Q: 3 clusters Score -1.996372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185589 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19963716.000000 Penalty: 6021.483887
	Iteration 138Q: 3 clusters Score -1.996372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185625 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19963740.000000 Penalty: 6021.483887
	Iteration 139Q: 3 clusters Score -1.996374e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19963776.000000 Penalty: 6021.483887
	Iteration 140F: 3 clusters Score -1.996378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185699 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19963798.000000 Penalty: 6021.483887
	Iteration 141Q: 3 clusters Score -1.99638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185733 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19963802.000000 Penalty: 6021.483887
	Iteration 142Q: 3 clusters Score -1.99638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185757 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19963806.000000 Penalty: 6021.483887
	Iteration 143Q: 3 clusters Score -1.996381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19963826.000000 Penalty: 6021.483887
	Iteration 144Q: 3 clusters Score -1.996383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185803 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19963850.000000 Penalty: 6021.483887
	Iteration 145Q: 3 clusters Score -1.996385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185821 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19963830.000000 Penalty: 6021.483887
	Iteration 146Q: 3 clusters Score -1.996383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185838 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -19963838.000000 Penalty: 6021.483887
	Iteration 147Q: 3 clusters Score -1.996384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185850 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -19963852.000000 Penalty: 6021.483887
	Iteration 148Q: 3 clusters Score -1.996385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185857 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19963868.000000 Penalty: 6021.483887
	Iteration 149Q: 3 clusters Score -1.996387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185871 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19963864.000000 Penalty: 6021.483887
	Iteration 150Q: 3 clusters Score -1.996386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185886 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19963874.000000 Penalty: 6021.483887
	Iteration 151Q: 3 clusters Score -1.996387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185899 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -19963862.000000 Penalty: 6021.483887
	Iteration 152Q: 3 clusters Score -1.996386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185911 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -19963848.000000 Penalty: 6021.483887
	Iteration 153Q: 3 clusters Score -1.996385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19963862.000000 Penalty: 6021.483887
	Iteration 154Q: 3 clusters Score -1.996386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185935 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19963870.000000 Penalty: 6021.483887
	Iteration 155Q: 3 clusters Score -1.996387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185941 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19963864.000000 Penalty: 6021.483887
	Iteration 156Q: 3 clusters Score -1.996386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185945 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19963874.000000 Penalty: 6021.483887
	Iteration 157Q: 3 clusters Score -1.996387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185947 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19963878.000000 Penalty: 6021.483887
	Iteration 158Q: 3 clusters Score -1.996388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185951 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19963880.000000 Penalty: 6021.483887
	Iteration 159Q: 3 clusters Score -1.996388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185954 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19963866.000000 Penalty: 6021.483887
	Iteration 160F: 3 clusters Score -1.996387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19963866.000000 Penalty: 6021.483887
	Iteration 161Q: 3 clusters Score -1.996387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19963864.000000 Penalty: 6021.483887
	Iteration 162Q: 3 clusters Score -1.996386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19963864.000000 Penalty: 6021.483887
	Iteration 163F: 3 clusters Score -1.996386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -18319.478516 Penalty: 1313.982666
	Iteration 0F: 2 clusters Score -18319.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17197.369141 Penalty: 2627.965332
	Iteration 0F: 3 clusters Score -17197.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17264.437500 Penalty: 2627.965332
	Iteration 1F: 3 clusters Score -17264.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17275.617188 Penalty: 2627.965332
	Iteration 2Q: 3 clusters Score -17275.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17286.998047 Penalty: 2627.965332
	Iteration 3Q: 3 clusters Score -17287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17289.945312 Penalty: 2627.965332
	Iteration 4Q: 3 clusters Score -17289.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17289.945312 Penalty: 2627.965332
	Iteration 5F: 3 clusters Score -17289.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -92248.726562 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -92248.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -90462.226562 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -90462.23 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92314.273438 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -92314.27 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94790.695312 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -94790.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -96501.968750 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -96501.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97169.476562 Penalty: 3487.743652
	Iteration 4Q: 3 clusters Score -97169.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97242.179688 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -97242.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97250.343750 Penalty: 3487.743652
	Iteration 6F: 3 clusters Score -97250.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97273.601562 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -97273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97284.031250 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -97284.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97295.718750 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -97295.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97321.515625 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -97321.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97350.578125 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -97350.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97387.500000 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -97387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97413.796875 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -97413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97438.828125 Penalty: 3487.743652
	Iteration 14F: 3 clusters Score -97438.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97468.351562 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -97468.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97487.640625 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -97487.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97507.968750 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -97507.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -97514.718750 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -97514.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97519.382812 Penalty: 3487.743652
	Iteration 19Q: 3 clusters Score -97519.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97532.382812 Penalty: 3487.743652
	Iteration 20F: 3 clusters Score -97532.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97645.539062 Penalty: 3487.743652
	Iteration 21Q: 3 clusters Score -97645.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97918.062500 Penalty: 3487.743652
	Iteration 22Q: 3 clusters Score -97918.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98569.187500 Penalty: 3487.743652
	Iteration 23Q: 3 clusters Score -98569.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99082.789062 Penalty: 3487.743652
	Iteration 24Q: 3 clusters Score -99082.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99082.789062 Penalty: 3487.743652
	Iteration 25F: 3 clusters Score -99082.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32851 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 66057 members 
Mstep: Class 8 contains 187229 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 137758 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 304006 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 404817 members 
Mstep: Class 21 contains 26986 members 
Mstep: Class 22 contains 234482 members 
Mstep: Class 23 contains 6949 members 
Entering Unmasked Estep 
Score: -158364240.000000 Penalty: 74147.679688
Splitting cluster 10 changes total score from -158359568.000000 to -158364240.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (137758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Entering Unmasked Estep 
Score: -14712786.000000 Penalty: 2934.646973
	Iteration 0F: 2 clusters Score -1.471279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -14620438.000000 Penalty: 5869.293945
	Iteration 0F: 3 clusters Score -1.462044e+07 nChanged 65869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -14658877.000000 Penalty: 5869.293945
	Iteration 1F: 3 clusters Score -1.465888e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -14660148.000000 Penalty: 5869.293945
	Iteration 2Q: 3 clusters Score -1.466015e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -14661955.000000 Penalty: 5869.293945
	Iteration 3Q: 3 clusters Score -1.466196e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -14664245.000000 Penalty: 5869.293945
	Iteration 4Q: 3 clusters Score -1.466424e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -14667386.000000 Penalty: 5869.293945
	Iteration 5Q: 3 clusters Score -1.466739e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -14671525.000000 Penalty: 5869.293945
	Iteration 6F: 3 clusters Score -1.467152e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -14676935.000000 Penalty: 5869.293945
	Iteration 7F: 3 clusters Score -1.467694e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -14683213.000000 Penalty: 5869.293945
	Iteration 8F: 3 clusters Score -1.468321e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -14687942.000000 Penalty: 5869.293945
	Iteration 9F: 3 clusters Score -1.468794e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -14690363.000000 Penalty: 5869.293945
	Iteration 10Q: 3 clusters Score -1.469036e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -14691262.000000 Penalty: 5869.293945
	Iteration 11Q: 3 clusters Score -1.469126e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -14691748.000000 Penalty: 5869.293945
	Iteration 12Q: 3 clusters Score -1.469175e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -14692179.000000 Penalty: 5869.293945
	Iteration 13Q: 3 clusters Score -1.469218e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -14692501.000000 Penalty: 5869.293945
	Iteration 14Q: 3 clusters Score -1.46925e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -14693039.000000 Penalty: 5869.293945
	Iteration 15Q: 3 clusters Score -1.469304e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -14693599.000000 Penalty: 5869.293945
	Iteration 16Q: 3 clusters Score -1.46936e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -14694287.000000 Penalty: 5869.293945
	Iteration 17Q: 3 clusters Score -1.469429e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -14694969.000000 Penalty: 5869.293945
	Iteration 18Q: 3 clusters Score -1.469497e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -14695695.000000 Penalty: 5869.293945
	Iteration 19Q: 3 clusters Score -1.46957e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -14696509.000000 Penalty: 5869.293945
	Iteration 20F: 3 clusters Score -1.469651e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -14697443.000000 Penalty: 5869.293945
	Iteration 21Q: 3 clusters Score -1.469744e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -14698332.000000 Penalty: 5869.293945
	Iteration 22Q: 3 clusters Score -1.469833e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -14699169.000000 Penalty: 5869.293945
	Iteration 23Q: 3 clusters Score -1.469917e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -14700032.000000 Penalty: 5869.293945
	Iteration 24Q: 3 clusters Score -1.470003e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -14700888.000000 Penalty: 5869.293945
	Iteration 25Q: 3 clusters Score -1.470089e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -14701759.000000 Penalty: 5869.293945
	Iteration 26Q: 3 clusters Score -1.470176e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -14702553.000000 Penalty: 5869.293945
	Iteration 27Q: 3 clusters Score -1.470255e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -14703273.000000 Penalty: 5869.293945
	Iteration 28Q: 3 clusters Score -1.470327e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -14704093.000000 Penalty: 5869.293945
	Iteration 29Q: 3 clusters Score -1.470409e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -14704881.000000 Penalty: 5869.293945
	Iteration 30Q: 3 clusters Score -1.470488e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 119574 members 
Entering Unmasked Estep 
Score: -14705464.000000 Penalty: 5869.293945
	Iteration 31Q: 3 clusters Score -1.470546e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -14706099.000000 Penalty: 5869.293945
	Iteration 32Q: 3 clusters Score -1.47061e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -14706671.000000 Penalty: 5869.293945
	Iteration 33Q: 3 clusters Score -1.470667e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -14707116.000000 Penalty: 5869.293945
	Iteration 34Q: 3 clusters Score -1.470712e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -14707663.000000 Penalty: 5869.293945
	Iteration 35Q: 3 clusters Score -1.470766e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -14708077.000000 Penalty: 5869.293945
	Iteration 36Q: 3 clusters Score -1.470808e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -14708512.000000 Penalty: 5869.293945
	Iteration 37Q: 3 clusters Score -1.470851e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 128691 members 
Entering Unmasked Estep 
Score: -14708845.000000 Penalty: 5869.293945
	Iteration 38Q: 3 clusters Score -1.470884e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -14709202.000000 Penalty: 5869.293945
	Iteration 39Q: 3 clusters Score -1.47092e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 130378 members 
Entering Unmasked Estep 
Score: -14709432.000000 Penalty: 5869.293945
	Iteration 40F: 3 clusters Score -1.470943e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 131105 members 
Entering Unmasked Estep 
Score: -14709691.000000 Penalty: 5869.293945
	Iteration 41Q: 3 clusters Score -1.470969e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -14709905.000000 Penalty: 5869.293945
	Iteration 42Q: 3 clusters Score -1.47099e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 132206 members 
Entering Unmasked Estep 
Score: -14710023.000000 Penalty: 5869.293945
	Iteration 43Q: 3 clusters Score -1.471002e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -14710159.000000 Penalty: 5869.293945
	Iteration 44Q: 3 clusters Score -1.471016e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -14710229.000000 Penalty: 5869.293945
	Iteration 45Q: 3 clusters Score -1.471023e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 133361 members 
Entering Unmasked Estep 
Score: -14710323.000000 Penalty: 5869.293945
	Iteration 46Q: 3 clusters Score -1.471032e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -14710428.000000 Penalty: 5869.293945
	Iteration 47Q: 3 clusters Score -1.471043e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 133861 members 
Entering Unmasked Estep 
Score: -14710534.000000 Penalty: 5869.293945
	Iteration 48Q: 3 clusters Score -1.471053e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -14710540.000000 Penalty: 5869.293945
	Iteration 49Q: 3 clusters Score -1.471054e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 134204 members 
Entering Unmasked Estep 
Score: -14710549.000000 Penalty: 5869.293945
	Iteration 50Q: 3 clusters Score -1.471055e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 134304 members 
Entering Unmasked Estep 
Score: -14710576.000000 Penalty: 5869.293945
	Iteration 51Q: 3 clusters Score -1.471058e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -14710585.000000 Penalty: 5869.293945
	Iteration 52Q: 3 clusters Score -1.471058e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 134462 members 
Entering Unmasked Estep 
Score: -14710579.000000 Penalty: 5869.293945
	Iteration 53Q: 3 clusters Score -1.471058e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 134530 members 
Entering Unmasked Estep 
Score: -14710598.000000 Penalty: 5869.293945
	Iteration 54Q: 3 clusters Score -1.47106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 134577 members 
Entering Unmasked Estep 
Score: -14710609.000000 Penalty: 5869.293945
	Iteration 55Q: 3 clusters Score -1.471061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 134618 members 
Entering Unmasked Estep 
Score: -14710589.000000 Penalty: 5869.293945
	Iteration 56Q: 3 clusters Score -1.471059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -14710600.000000 Penalty: 5869.293945
	Iteration 57Q: 3 clusters Score -1.47106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -14710627.000000 Penalty: 5869.293945
	Iteration 58Q: 3 clusters Score -1.471063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -14710616.000000 Penalty: 5869.293945
	Iteration 59Q: 3 clusters Score -1.471062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 134763 members 
Entering Unmasked Estep 
Score: -14710615.000000 Penalty: 5869.293945
	Iteration 60F: 3 clusters Score -1.471062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 134784 members 
Entering Unmasked Estep 
Score: -14710634.000000 Penalty: 5869.293945
	Iteration 61Q: 3 clusters Score -1.471063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 134798 members 
Entering Unmasked Estep 
Score: -14710657.000000 Penalty: 5869.293945
	Iteration 62Q: 3 clusters Score -1.471066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -14710647.000000 Penalty: 5869.293945
	Iteration 63Q: 3 clusters Score -1.471065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -14710663.000000 Penalty: 5869.293945
	Iteration 64Q: 3 clusters Score -1.471066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 134859 members 
Entering Unmasked Estep 
Score: -14710676.000000 Penalty: 5869.293945
	Iteration 65Q: 3 clusters Score -1.471068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 134886 members 
Entering Unmasked Estep 
Score: -14710682.000000 Penalty: 5869.293945
	Iteration 66Q: 3 clusters Score -1.471068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 134907 members 
Entering Unmasked Estep 
Score: -14710685.000000 Penalty: 5869.293945
	Iteration 67Q: 3 clusters Score -1.471068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 134934 members 
Entering Unmasked Estep 
Score: -14710668.000000 Penalty: 5869.293945
	Iteration 68Q: 3 clusters Score -1.471067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 134964 members 
Entering Unmasked Estep 
Score: -14710687.000000 Penalty: 5869.293945
	Iteration 69Q: 3 clusters Score -1.471069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -14710691.000000 Penalty: 5869.293945
	Iteration 70Q: 3 clusters Score -1.471069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 135020 members 
Entering Unmasked Estep 
Score: -14710684.000000 Penalty: 5869.293945
	Iteration 71Q: 3 clusters Score -1.471068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 135039 members 
Entering Unmasked Estep 
Score: -14710689.000000 Penalty: 5869.293945
	Iteration 72Q: 3 clusters Score -1.471069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -14710695.000000 Penalty: 5869.293945
	Iteration 73Q: 3 clusters Score -1.47107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -14710676.000000 Penalty: 5869.293945
	Iteration 74Q: 3 clusters Score -1.471068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 135090 members 
Entering Unmasked Estep 
Score: -14710680.000000 Penalty: 5869.293945
	Iteration 75Q: 3 clusters Score -1.471068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 135110 members 
Entering Unmasked Estep 
Score: -14710692.000000 Penalty: 5869.293945
	Iteration 76Q: 3 clusters Score -1.471069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -14710679.000000 Penalty: 5869.293945
	Iteration 77Q: 3 clusters Score -1.471068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 135138 members 
Entering Unmasked Estep 
Score: -14710689.000000 Penalty: 5869.293945
	Iteration 78Q: 3 clusters Score -1.471069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 135156 members 
Entering Unmasked Estep 
Score: -14710698.000000 Penalty: 5869.293945
	Iteration 79Q: 3 clusters Score -1.47107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 135175 members 
Entering Unmasked Estep 
Score: -14710707.000000 Penalty: 5869.293945
	Iteration 80F: 3 clusters Score -1.471071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 135193 members 
Entering Unmasked Estep 
Score: -14710697.000000 Penalty: 5869.293945
	Iteration 81Q: 3 clusters Score -1.47107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 135209 members 
Entering Unmasked Estep 
Score: -14710709.000000 Penalty: 5869.293945
	Iteration 82Q: 3 clusters Score -1.471071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 135223 members 
Entering Unmasked Estep 
Score: -14710714.000000 Penalty: 5869.293945
	Iteration 83Q: 3 clusters Score -1.471071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 135235 members 
Entering Unmasked Estep 
Score: -14710714.000000 Penalty: 5869.293945
	Iteration 84Q: 3 clusters Score -1.471071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 135248 members 
Entering Unmasked Estep 
Score: -14710727.000000 Penalty: 5869.293945
	Iteration 85Q: 3 clusters Score -1.471073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -14710749.000000 Penalty: 5869.293945
	Iteration 86Q: 3 clusters Score -1.471075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -14710750.000000 Penalty: 5869.293945
	Iteration 87Q: 3 clusters Score -1.471075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 135283 members 
Entering Unmasked Estep 
Score: -14710756.000000 Penalty: 5869.293945
	Iteration 88Q: 3 clusters Score -1.471076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -14710760.000000 Penalty: 5869.293945
	Iteration 89Q: 3 clusters Score -1.471076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -14710753.000000 Penalty: 5869.293945
	Iteration 90Q: 3 clusters Score -1.471075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 135306 members 
Entering Unmasked Estep 
Score: -14710762.000000 Penalty: 5869.293945
	Iteration 91Q: 3 clusters Score -1.471076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 135310 members 
Entering Unmasked Estep 
Score: -14710766.000000 Penalty: 5869.293945
	Iteration 92Q: 3 clusters Score -1.471077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 135310 members 
Entering Unmasked Estep 
Score: -14710774.000000 Penalty: 5869.293945
	Iteration 93Q: 3 clusters Score -1.471077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -14710778.000000 Penalty: 5869.293945
	Iteration 94Q: 3 clusters Score -1.471078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -14710778.000000 Penalty: 5869.293945
	Iteration 95F: 3 clusters Score -1.471078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -179190.781250 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -179190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -176499.390625 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -176499.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -177805.531250 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -177805.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179935.921875 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -179935.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -181767.750000 Penalty: 3800.817139
	Iteration 3F: 3 clusters Score -181767.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -182326.171875 Penalty: 3800.817139
	Iteration 4F: 3 clusters Score -182326.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182467.218750 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -182467.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182506.812500 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -182506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182520.421875 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -182520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182522.109375 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -182522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182522.109375 Penalty: 3800.817139
	Iteration 9F: 3 clusters Score -182522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32851 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 66057 members 
Mstep: Class 8 contains 187229 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 137758 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 304006 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 404817 members 
Mstep: Class 21 contains 26986 members 
Mstep: Class 22 contains 234482 members 
Mstep: Class 23 contains 6949 members 
Entering Unmasked Estep 
Score: -158366352.000000 Penalty: 77678.523438
Splitting cluster 12 changes total score from -158359568.000000 to -158366352.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -390166.500000 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -390166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -385996.156250 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -385996.2 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -387151.437500 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -387151.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -387767.781250 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -387767.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -388139.125000 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -388139.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -388400.562500 Penalty: 4161.685547
	Iteration 4F: 3 clusters Score -388400.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -388584.687500 Penalty: 4161.685547
	Iteration 5F: 3 clusters Score -388584.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -388756.281250 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -388756.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -388951.906250 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -388951.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -389169.343750 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -389169.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -389350.218750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -389350.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -389532.187500 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -389532.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -389689.656250 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -389689.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -389826.468750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -389826.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -389929.687500 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -389929.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -390008.312500 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -390008.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -390056.375000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -390056.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -390113.343750 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -390113.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -390177.187500 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -390177.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -390235.125000 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -390235.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -390281.343750 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -390281.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -390318.218750 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -390318.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -390367.250000 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -390367.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390416.500000 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -390416.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -390460.437500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -390460.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -390501.875000 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -390501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -390542.406250 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -390542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -390574.687500 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -390574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -390592.687500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -390592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -390621.125000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -390621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -390629.531250 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -390629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -390635.500000 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -390635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -390651.156250 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -390651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -390660.156250 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -390660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -390663.500000 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -390663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -390667.625000 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -390667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -390673.843750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -390673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -390673.843750 Penalty: 4161.685547
	Iteration 36F: 3 clusters Score -390673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32851 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 66057 members 
Mstep: Class 8 contains 187229 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 137758 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 4102 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 304006 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 404817 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 26986 members 
Mstep: Class 22 contains 234482 members 
Mstep: Class 23 contains 6949 members 
Entering Unmasked Estep 
Score: -158365296.000000 Penalty: 81209.359375
Splitting cluster 13 changes total score from -158359568.000000 to -158365296.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (304006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304006 members 
Entering Unmasked Estep 
Score: -32271430.000000 Penalty: 3130.950928
	Iteration 0F: 2 clusters Score -3.227143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -32074122.000000 Penalty: 6261.901855
	Iteration 0F: 3 clusters Score -3.207412e+07 nChanged 147321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 147539 members 
Entering Unmasked Estep 
Score: -32161378.000000 Penalty: 6261.901855
	Iteration 1F: 3 clusters Score -3.216138e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -32163330.000000 Penalty: 6261.901855
	Iteration 2Q: 3 clusters Score -3.216333e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -32166210.000000 Penalty: 6261.901855
	Iteration 3Q: 3 clusters Score -3.216621e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173071 members 
Mstep: Class 2 contains 130935 members 
Entering Unmasked Estep 
Score: -32170368.000000 Penalty: 6261.901855
	Iteration 4Q: 3 clusters Score -3.217037e+07 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185024 members 
Mstep: Class 2 contains 118982 members 
Entering Unmasked Estep 
Score: -32177304.000000 Penalty: 6261.901855
	Iteration 5F: 3 clusters Score -3.21773e+07 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201239 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -32188052.000000 Penalty: 6261.901855
	Iteration 6F: 3 clusters Score -3.218805e+07 nChanged 22191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221680 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -32202422.000000 Penalty: 6261.901855
	Iteration 7F: 3 clusters Score -3.220242e+07 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244344 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -32220042.000000 Penalty: 6261.901855
	Iteration 8F: 3 clusters Score -3.222004e+07 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265435 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -32237572.000000 Penalty: 6261.901855
	Iteration 9F: 3 clusters Score -3.223757e+07 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281446 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -32251816.000000 Penalty: 6261.901855
	Iteration 10F: 3 clusters Score -3.225182e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291398 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -32260634.000000 Penalty: 6261.901855
	Iteration 11Q: 3 clusters Score -3.226063e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296537 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -32265184.000000 Penalty: 6261.901855
	Iteration 12Q: 3 clusters Score -3.226518e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299025 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -32267148.000000 Penalty: 6261.901855
	Iteration 13Q: 3 clusters Score -3.226715e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300227 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -32268098.000000 Penalty: 6261.901855
	Iteration 14Q: 3 clusters Score -3.22681e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300886 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -32268712.000000 Penalty: 6261.901855
	Iteration 15Q: 3 clusters Score -3.226871e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301231 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -32269058.000000 Penalty: 6261.901855
	Iteration 16Q: 3 clusters Score -3.226906e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301440 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -32269292.000000 Penalty: 6261.901855
	Iteration 17Q: 3 clusters Score -3.226929e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301587 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -32269464.000000 Penalty: 6261.901855
	Iteration 18Q: 3 clusters Score -3.226946e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301697 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -32269612.000000 Penalty: 6261.901855
	Iteration 19Q: 3 clusters Score -3.226961e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301755 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -32269672.000000 Penalty: 6261.901855
	Iteration 20F: 3 clusters Score -3.226967e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301807 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -32269748.000000 Penalty: 6261.901855
	Iteration 21Q: 3 clusters Score -3.226975e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301841 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -32269772.000000 Penalty: 6261.901855
	Iteration 22Q: 3 clusters Score -3.226977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301872 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -32269804.000000 Penalty: 6261.901855
	Iteration 23Q: 3 clusters Score -3.22698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301884 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -32269806.000000 Penalty: 6261.901855
	Iteration 24Q: 3 clusters Score -3.226981e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301891 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -32269814.000000 Penalty: 6261.901855
	Iteration 25Q: 3 clusters Score -3.226981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301893 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -32269804.000000 Penalty: 6261.901855
	Iteration 26Q: 3 clusters Score -3.22698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301895 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -32269796.000000 Penalty: 6261.901855
	Iteration 27Q: 3 clusters Score -3.22698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301897 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -32269822.000000 Penalty: 6261.901855
	Iteration 28Q: 3 clusters Score -3.226982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301904 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -32269842.000000 Penalty: 6261.901855
	Iteration 29Q: 3 clusters Score -3.226984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301907 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -32269834.000000 Penalty: 6261.901855
	Iteration 30Q: 3 clusters Score -3.226983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301914 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -32269846.000000 Penalty: 6261.901855
	Iteration 31Q: 3 clusters Score -3.226985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301926 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -32269876.000000 Penalty: 6261.901855
	Iteration 32Q: 3 clusters Score -3.226988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301924 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -32269884.000000 Penalty: 6261.901855
	Iteration 33Q: 3 clusters Score -3.226988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301919 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -32269880.000000 Penalty: 6261.901855
	Iteration 34Q: 3 clusters Score -3.226988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301916 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -32269908.000000 Penalty: 6261.901855
	Iteration 35Q: 3 clusters Score -3.226991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301916 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -32269934.000000 Penalty: 6261.901855
	Iteration 36Q: 3 clusters Score -3.226993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301916 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -32269926.000000 Penalty: 6261.901855
	Iteration 37Q: 3 clusters Score -3.226993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301933 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -32269964.000000 Penalty: 6261.901855
	Iteration 38Q: 3 clusters Score -3.226996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301944 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -32269978.000000 Penalty: 6261.901855
	Iteration 39Q: 3 clusters Score -3.226998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301953 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -32270002.000000 Penalty: 6261.901855
	Iteration 40F: 3 clusters Score -3.227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301970 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -32270002.000000 Penalty: 6261.901855
	Iteration 41Q: 3 clusters Score -3.227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301972 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -32270056.000000 Penalty: 6261.901855
	Iteration 42Q: 3 clusters Score -3.227006e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301972 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -32270042.000000 Penalty: 6261.901855
	Iteration 43Q: 3 clusters Score -3.227004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301969 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -32270072.000000 Penalty: 6261.901855
	Iteration 44Q: 3 clusters Score -3.227007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301960 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -32270074.000000 Penalty: 6261.901855
	Iteration 45Q: 3 clusters Score -3.227007e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301949 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -32270084.000000 Penalty: 6261.901855
	Iteration 46Q: 3 clusters Score -3.227008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301938 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -32270088.000000 Penalty: 6261.901855
	Iteration 47Q: 3 clusters Score -3.227009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301929 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -32270144.000000 Penalty: 6261.901855
	Iteration 48Q: 3 clusters Score -3.227014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301919 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -32270134.000000 Penalty: 6261.901855
	Iteration 49Q: 3 clusters Score -3.227013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301911 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -32270128.000000 Penalty: 6261.901855
	Iteration 50Q: 3 clusters Score -3.227013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301907 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -32270116.000000 Penalty: 6261.901855
	Iteration 51Q: 3 clusters Score -3.227012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301899 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -32270120.000000 Penalty: 6261.901855
	Iteration 52Q: 3 clusters Score -3.227012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301894 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -32270118.000000 Penalty: 6261.901855
	Iteration 53Q: 3 clusters Score -3.227012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301887 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -32270116.000000 Penalty: 6261.901855
	Iteration 54Q: 3 clusters Score -3.227012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301886 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -32270120.000000 Penalty: 6261.901855
	Iteration 55Q: 3 clusters Score -3.227012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301879 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -32270148.000000 Penalty: 6261.901855
	Iteration 56Q: 3 clusters Score -3.227015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301870 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -32270122.000000 Penalty: 6261.901855
	Iteration 57Q: 3 clusters Score -3.227012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301859 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -32270120.000000 Penalty: 6261.901855
	Iteration 58Q: 3 clusters Score -3.227012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301850 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -32270132.000000 Penalty: 6261.901855
	Iteration 59Q: 3 clusters Score -3.227013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301844 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -32270112.000000 Penalty: 6261.901855
	Iteration 60F: 3 clusters Score -3.227011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301839 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -32270152.000000 Penalty: 6261.901855
	Iteration 61Q: 3 clusters Score -3.227015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301837 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -32270154.000000 Penalty: 6261.901855
	Iteration 62Q: 3 clusters Score -3.227015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301834 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -32270140.000000 Penalty: 6261.901855
	Iteration 63Q: 3 clusters Score -3.227014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301831 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -32270142.000000 Penalty: 6261.901855
	Iteration 64Q: 3 clusters Score -3.227014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301831 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -32270140.000000 Penalty: 6261.901855
	Iteration 65Q: 3 clusters Score -3.227014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301834 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -32270140.000000 Penalty: 6261.901855
	Iteration 66Q: 3 clusters Score -3.227014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301830 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -32270126.000000 Penalty: 6261.901855
	Iteration 67Q: 3 clusters Score -3.227013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301824 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -32270134.000000 Penalty: 6261.901855
	Iteration 68Q: 3 clusters Score -3.227013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301821 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -32270124.000000 Penalty: 6261.901855
	Iteration 69Q: 3 clusters Score -3.227012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301821 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -32270126.000000 Penalty: 6261.901855
	Iteration 70Q: 3 clusters Score -3.227013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301817 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -32270142.000000 Penalty: 6261.901855
	Iteration 71Q: 3 clusters Score -3.227014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301813 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -32270126.000000 Penalty: 6261.901855
	Iteration 72Q: 3 clusters Score -3.227013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301809 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -32270132.000000 Penalty: 6261.901855
	Iteration 73Q: 3 clusters Score -3.227013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301806 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -32270126.000000 Penalty: 6261.901855
	Iteration 74Q: 3 clusters Score -3.227013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301805 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -32270112.000000 Penalty: 6261.901855
	Iteration 75Q: 3 clusters Score -3.227011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301804 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -32270106.000000 Penalty: 6261.901855
	Iteration 76Q: 3 clusters Score -3.227011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301802 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -32270112.000000 Penalty: 6261.901855
	Iteration 77Q: 3 clusters Score -3.227011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301803 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -32270110.000000 Penalty: 6261.901855
	Iteration 78Q: 3 clusters Score -3.227011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301803 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -32270110.000000 Penalty: 6261.901855
	Iteration 79F: 3 clusters Score -3.227011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -668588.312500 Penalty: 2183.286377
	Iteration 0F: 2 clusters Score -668588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -662999.500000 Penalty: 4366.572754
	Iteration 0F: 3 clusters Score -662999.5 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -664401.562500 Penalty: 4366.572754
	Iteration 1F: 3 clusters Score -664401.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -664649.625000 Penalty: 4366.572754
	Iteration 2F: 3 clusters Score -664649.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -664804.312500 Penalty: 4366.572754
	Iteration 3F: 3 clusters Score -664804.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -664913.500000 Penalty: 4366.572754
	Iteration 4Q: 3 clusters Score -664913.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -665029.250000 Penalty: 4366.572754
	Iteration 5Q: 3 clusters Score -665029.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -665125.375000 Penalty: 4366.572754
	Iteration 6Q: 3 clusters Score -665125.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -665219.062500 Penalty: 4366.572754
	Iteration 7Q: 3 clusters Score -665219.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -665321.250000 Penalty: 4366.572754
	Iteration 8Q: 3 clusters Score -665321.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -665427.312500 Penalty: 4366.572754
	Iteration 9Q: 3 clusters Score -665427.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -665544.125000 Penalty: 4366.572754
	Iteration 10Q: 3 clusters Score -665544.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -665665.250000 Penalty: 4366.572754
	Iteration 11Q: 3 clusters Score -665665.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -665783.875000 Penalty: 4366.572754
	Iteration 12Q: 3 clusters Score -665783.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -665893.937500 Penalty: 4366.572754
	Iteration 13Q: 3 clusters Score -665893.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -666008.062500 Penalty: 4366.572754
	Iteration 14Q: 3 clusters Score -666008.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -666113.937500 Penalty: 4366.572754
	Iteration 15Q: 3 clusters Score -666113.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -666210.875000 Penalty: 4366.572754
	Iteration 16Q: 3 clusters Score -666210.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -666292.500000 Penalty: 4366.572754
	Iteration 17Q: 3 clusters Score -666292.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -666361.562500 Penalty: 4366.572754
	Iteration 18Q: 3 clusters Score -666361.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -666430.437500 Penalty: 4366.572754
	Iteration 19Q: 3 clusters Score -666430.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -666489.500000 Penalty: 4366.572754
	Iteration 20F: 3 clusters Score -666489.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -666539.375000 Penalty: 4366.572754
	Iteration 21Q: 3 clusters Score -666539.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -666575.000000 Penalty: 4366.572754
	Iteration 22Q: 3 clusters Score -666575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -666596.687500 Penalty: 4366.572754
	Iteration 23Q: 3 clusters Score -666596.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -666613.562500 Penalty: 4366.572754
	Iteration 24Q: 3 clusters Score -666613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -666639.750000 Penalty: 4366.572754
	Iteration 25Q: 3 clusters Score -666639.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -666658.562500 Penalty: 4366.572754
	Iteration 26Q: 3 clusters Score -666658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -666667.937500 Penalty: 4366.572754
	Iteration 27Q: 3 clusters Score -666667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -666674.500000 Penalty: 4366.572754
	Iteration 28Q: 3 clusters Score -666674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -666679.437500 Penalty: 4366.572754
	Iteration 29Q: 3 clusters Score -666679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -666680.562500 Penalty: 4366.572754
	Iteration 30Q: 3 clusters Score -666680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -666680.500000 Penalty: 4366.572754
	Iteration 31Q: 3 clusters Score -666680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -666682.625000 Penalty: 4366.572754
	Iteration 32Q: 3 clusters Score -666682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -666683.312500 Penalty: 4366.572754
	Iteration 33Q: 3 clusters Score -666683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -666684.687500 Penalty: 4366.572754
	Iteration 34Q: 3 clusters Score -666684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -666685.062500 Penalty: 4366.572754
	Iteration 35Q: 3 clusters Score -666685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -666687.312500 Penalty: 4366.572754
	Iteration 36Q: 3 clusters Score -666687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -666687.000000 Penalty: 4366.572754
	Iteration 37Q: 3 clusters Score -666687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -666687.000000 Penalty: 4366.572754
	Iteration 38F: 3 clusters Score -666687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Entering Unmasked Estep 
Score: -3613565.500000 Penalty: 2589.216797
	Iteration 0F: 2 clusters Score -3613566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3590229.250000 Penalty: 5178.433594
	Iteration 0F: 3 clusters Score -3590229 nChanged 15451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3598470.500000 Penalty: 5178.433594
	Iteration 1F: 3 clusters Score -3598470 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3598849.500000 Penalty: 5178.433594
	Iteration 2Q: 3 clusters Score -3598850 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3599208.750000 Penalty: 5178.433594
	Iteration 3Q: 3 clusters Score -3599209 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3599549.250000 Penalty: 5178.433594
	Iteration 4Q: 3 clusters Score -3599549 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3599836.250000 Penalty: 5178.433594
	Iteration 5Q: 3 clusters Score -3599836 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3600163.000000 Penalty: 5178.433594
	Iteration 6Q: 3 clusters Score -3600163 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3600554.500000 Penalty: 5178.433594
	Iteration 7Q: 3 clusters Score -3600554 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3601125.500000 Penalty: 5178.433594
	Iteration 8Q: 3 clusters Score -3601126 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3602012.500000 Penalty: 5178.433594
	Iteration 9Q: 3 clusters Score -3602012 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3603439.250000 Penalty: 5178.433594
	Iteration 10F: 3 clusters Score -3603439 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3605517.500000 Penalty: 5178.433594
	Iteration 11F: 3 clusters Score -3605518 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3607894.000000 Penalty: 5178.433594
	Iteration 12F: 3 clusters Score -3607894 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3609672.500000 Penalty: 5178.433594
	Iteration 13F: 3 clusters Score -3609672 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3610562.250000 Penalty: 5178.433594
	Iteration 14Q: 3 clusters Score -3610562 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -3610964.500000 Penalty: 5178.433594
	Iteration 15Q: 3 clusters Score -3610964 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -3611119.750000 Penalty: 5178.433594
	Iteration 16Q: 3 clusters Score -3611120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -3611187.000000 Penalty: 5178.433594
	Iteration 17Q: 3 clusters Score -3611187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -3611233.250000 Penalty: 5178.433594
	Iteration 18Q: 3 clusters Score -3611233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -3611248.500000 Penalty: 5178.433594
	Iteration 19Q: 3 clusters Score -3611248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3611271.000000 Penalty: 5178.433594
	Iteration 20F: 3 clusters Score -3611271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -3611294.500000 Penalty: 5178.433594
	Iteration 21Q: 3 clusters Score -3611294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -3611314.500000 Penalty: 5178.433594
	Iteration 22Q: 3 clusters Score -3611314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3611324.750000 Penalty: 5178.433594
	Iteration 23Q: 3 clusters Score -3611325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3611327.750000 Penalty: 5178.433594
	Iteration 24Q: 3 clusters Score -3611328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -3611331.750000 Penalty: 5178.433594
	Iteration 25Q: 3 clusters Score -3611332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -3611331.750000 Penalty: 5178.433594
	Iteration 26F: 3 clusters Score -3611332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (404817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404817 members 
Entering Unmasked Estep 
Score: -42772240.000000 Penalty: 3201.975098
	Iteration 0F: 2 clusters Score -4.277224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202367 members 
Mstep: Class 2 contains 202450 members 
Entering Unmasked Estep 
Score: -42527160.000000 Penalty: 6403.950195
	Iteration 0F: 3 clusters Score -4.252716e+07 nChanged 196697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205748 members 
Mstep: Class 2 contains 199069 members 
Entering Unmasked Estep 
Score: -42644356.000000 Penalty: 6403.950195
	Iteration 1F: 3 clusters Score -4.264436e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207639 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -42645572.000000 Penalty: 6403.950195
	Iteration 2Q: 3 clusters Score -4.264557e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210511 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
Score: -42647144.000000 Penalty: 6403.950195
	Iteration 3Q: 3 clusters Score -4.264714e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214892 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -42648896.000000 Penalty: 6403.950195
	Iteration 4Q: 3 clusters Score -4.26489e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221382 members 
Mstep: Class 2 contains 183435 members 
Entering Unmasked Estep 
Score: -42651296.000000 Penalty: 6403.950195
	Iteration 5Q: 3 clusters Score -4.26513e+07 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230926 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -42655100.000000 Penalty: 6403.950195
	Iteration 6Q: 3 clusters Score -4.26551e+07 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244493 members 
Mstep: Class 2 contains 160324 members 
Entering Unmasked Estep 
Score: -42661572.000000 Penalty: 6403.950195
	Iteration 7Q: 3 clusters Score -4.266157e+07 nChanged 22187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263450 members 
Mstep: Class 2 contains 141367 members 
Entering Unmasked Estep 
Score: -42672352.000000 Penalty: 6403.950195
	Iteration 8F: 3 clusters Score -4.267235e+07 nChanged 26286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287574 members 
Mstep: Class 2 contains 117243 members 
Entering Unmasked Estep 
Score: -42689580.000000 Penalty: 6403.950195
	Iteration 9F: 3 clusters Score -4.268958e+07 nChanged 28124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314128 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -42713424.000000 Penalty: 6403.950195
	Iteration 10F: 3 clusters Score -4.271342e+07 nChanged 24929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337735 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -42733304.000000 Penalty: 6403.950195
	Iteration 11F: 3 clusters Score -4.27333e+07 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352830 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -42746400.000000 Penalty: 6403.950195
	Iteration 12Q: 3 clusters Score -4.27464e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360800 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -42753156.000000 Penalty: 6403.950195
	Iteration 13Q: 3 clusters Score -4.275316e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366120 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -42756276.000000 Penalty: 6403.950195
	Iteration 14Q: 3 clusters Score -4.275628e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370611 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -42757988.000000 Penalty: 6403.950195
	Iteration 15Q: 3 clusters Score -4.275799e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374526 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -42759308.000000 Penalty: 6403.950195
	Iteration 16Q: 3 clusters Score -4.275931e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377963 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -42760248.000000 Penalty: 6403.950195
	Iteration 17Q: 3 clusters Score -4.276025e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380990 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -42761092.000000 Penalty: 6403.950195
	Iteration 18Q: 3 clusters Score -4.276109e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383597 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -42762184.000000 Penalty: 6403.950195
	Iteration 19Q: 3 clusters Score -4.276218e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385998 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -42763352.000000 Penalty: 6403.950195
	Iteration 20F: 3 clusters Score -4.276335e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388109 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -42764084.000000 Penalty: 6403.950195
	Iteration 21Q: 3 clusters Score -4.276408e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389898 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -42764908.000000 Penalty: 6403.950195
	Iteration 22Q: 3 clusters Score -4.276491e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391478 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -42765464.000000 Penalty: 6403.950195
	Iteration 23Q: 3 clusters Score -4.276546e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392810 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -42766000.000000 Penalty: 6403.950195
	Iteration 24Q: 3 clusters Score -4.2766e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393963 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -42766540.000000 Penalty: 6403.950195
	Iteration 25Q: 3 clusters Score -4.276654e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394977 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -42766936.000000 Penalty: 6403.950195
	Iteration 26Q: 3 clusters Score -4.276694e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395819 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -42767348.000000 Penalty: 6403.950195
	Iteration 27Q: 3 clusters Score -4.276735e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396531 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -42767604.000000 Penalty: 6403.950195
	Iteration 28Q: 3 clusters Score -4.27676e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397183 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -42767844.000000 Penalty: 6403.950195
	Iteration 29Q: 3 clusters Score -4.276784e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397712 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -42768068.000000 Penalty: 6403.950195
	Iteration 30Q: 3 clusters Score -4.276807e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398196 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -42768272.000000 Penalty: 6403.950195
	Iteration 31Q: 3 clusters Score -4.276827e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398625 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -42768436.000000 Penalty: 6403.950195
	Iteration 32Q: 3 clusters Score -4.276844e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399038 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -42768572.000000 Penalty: 6403.950195
	Iteration 33Q: 3 clusters Score -4.276857e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399387 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -42768752.000000 Penalty: 6403.950195
	Iteration 34Q: 3 clusters Score -4.276875e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399700 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -42768904.000000 Penalty: 6403.950195
	Iteration 35Q: 3 clusters Score -4.27689e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399969 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -42769020.000000 Penalty: 6403.950195
	Iteration 36Q: 3 clusters Score -4.276902e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400209 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -42769080.000000 Penalty: 6403.950195
	Iteration 37Q: 3 clusters Score -4.276908e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400407 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -42769176.000000 Penalty: 6403.950195
	Iteration 38Q: 3 clusters Score -4.276918e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400575 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -42769244.000000 Penalty: 6403.950195
	Iteration 39Q: 3 clusters Score -4.276924e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400721 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -42769324.000000 Penalty: 6403.950195
	Iteration 40F: 3 clusters Score -4.276932e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400838 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -42769308.000000 Penalty: 6403.950195
	Iteration 41Q: 3 clusters Score -4.276931e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400944 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -42769360.000000 Penalty: 6403.950195
	Iteration 42Q: 3 clusters Score -4.276936e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401036 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -42769388.000000 Penalty: 6403.950195
	Iteration 43Q: 3 clusters Score -4.276939e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401118 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -42769464.000000 Penalty: 6403.950195
	Iteration 44Q: 3 clusters Score -4.276946e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401192 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -42769440.000000 Penalty: 6403.950195
	Iteration 45Q: 3 clusters Score -4.276944e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401255 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -42769428.000000 Penalty: 6403.950195
	Iteration 46Q: 3 clusters Score -4.276943e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401305 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -42769416.000000 Penalty: 6403.950195
	Iteration 47Q: 3 clusters Score -4.276942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401338 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -42769476.000000 Penalty: 6403.950195
	Iteration 48Q: 3 clusters Score -4.276948e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401376 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -42769448.000000 Penalty: 6403.950195
	Iteration 49Q: 3 clusters Score -4.276945e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401417 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -42769480.000000 Penalty: 6403.950195
	Iteration 50Q: 3 clusters Score -4.276948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401446 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -42769512.000000 Penalty: 6403.950195
	Iteration 51Q: 3 clusters Score -4.276951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401479 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -42769512.000000 Penalty: 6403.950195
	Iteration 52Q: 3 clusters Score -4.276951e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401517 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -42769512.000000 Penalty: 6403.950195
	Iteration 53Q: 3 clusters Score -4.276951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401546 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -42769544.000000 Penalty: 6403.950195
	Iteration 54Q: 3 clusters Score -4.276954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401572 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -42769572.000000 Penalty: 6403.950195
	Iteration 55Q: 3 clusters Score -4.276957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401604 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -42769556.000000 Penalty: 6403.950195
	Iteration 56Q: 3 clusters Score -4.276956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401631 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -42769536.000000 Penalty: 6403.950195
	Iteration 57Q: 3 clusters Score -4.276954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401662 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -42769580.000000 Penalty: 6403.950195
	Iteration 58Q: 3 clusters Score -4.276958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401687 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -42769576.000000 Penalty: 6403.950195
	Iteration 59Q: 3 clusters Score -4.276958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401716 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -42769604.000000 Penalty: 6403.950195
	Iteration 60F: 3 clusters Score -4.27696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401743 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -42769620.000000 Penalty: 6403.950195
	Iteration 61Q: 3 clusters Score -4.276962e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401767 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -42769596.000000 Penalty: 6403.950195
	Iteration 62Q: 3 clusters Score -4.27696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401789 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -42769624.000000 Penalty: 6403.950195
	Iteration 63Q: 3 clusters Score -4.276962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401802 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -42769592.000000 Penalty: 6403.950195
	Iteration 64Q: 3 clusters Score -4.276959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401809 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -42769620.000000 Penalty: 6403.950195
	Iteration 65Q: 3 clusters Score -4.276962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401815 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -42769628.000000 Penalty: 6403.950195
	Iteration 66Q: 3 clusters Score -4.276963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401821 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -42769644.000000 Penalty: 6403.950195
	Iteration 67Q: 3 clusters Score -4.276964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401827 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -42769628.000000 Penalty: 6403.950195
	Iteration 68Q: 3 clusters Score -4.276963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401834 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -42769632.000000 Penalty: 6403.950195
	Iteration 69Q: 3 clusters Score -4.276963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401836 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -42769648.000000 Penalty: 6403.950195
	Iteration 70Q: 3 clusters Score -4.276965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401838 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -42769632.000000 Penalty: 6403.950195
	Iteration 71Q: 3 clusters Score -4.276963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401842 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -42769644.000000 Penalty: 6403.950195
	Iteration 72Q: 3 clusters Score -4.276964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401845 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -42769624.000000 Penalty: 6403.950195
	Iteration 73Q: 3 clusters Score -4.276962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401847 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -42769632.000000 Penalty: 6403.950195
	Iteration 74Q: 3 clusters Score -4.276963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401851 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -42769636.000000 Penalty: 6403.950195
	Iteration 75Q: 3 clusters Score -4.276964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401853 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -42769628.000000 Penalty: 6403.950195
	Iteration 76Q: 3 clusters Score -4.276963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401855 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -42769636.000000 Penalty: 6403.950195
	Iteration 77Q: 3 clusters Score -4.276964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401857 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -42769636.000000 Penalty: 6403.950195
	Iteration 78Q: 3 clusters Score -4.276964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401860 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -42769652.000000 Penalty: 6403.950195
	Iteration 79Q: 3 clusters Score -4.276965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401861 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -42769648.000000 Penalty: 6403.950195
	Iteration 80F: 3 clusters Score -4.276965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401862 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -42769632.000000 Penalty: 6403.950195
	Iteration 81Q: 3 clusters Score -4.276963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401863 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -42769620.000000 Penalty: 6403.950195
	Iteration 82Q: 3 clusters Score -4.276962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401863 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -42769620.000000 Penalty: 6403.950195
	Iteration 83F: 3 clusters Score -4.276962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Entering Unmasked Estep 
Score: -2622508.000000 Penalty: 2530.362305
	Iteration 0F: 2 clusters Score -2622508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2603906.250000 Penalty: 5060.724609
	Iteration 0F: 3 clusters Score -2603906 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2610799.750000 Penalty: 5060.724609
	Iteration 1F: 3 clusters Score -2610800 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2611622.750000 Penalty: 5060.724609
	Iteration 2F: 3 clusters Score -2611623 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2612397.750000 Penalty: 5060.724609
	Iteration 3F: 3 clusters Score -2612398 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2613305.500000 Penalty: 5060.724609
	Iteration 4F: 3 clusters Score -2613306 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2614386.500000 Penalty: 5060.724609
	Iteration 5F: 3 clusters Score -2614386 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2615749.000000 Penalty: 5060.724609
	Iteration 6F: 3 clusters Score -2615749 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2617279.750000 Penalty: 5060.724609
	Iteration 7F: 3 clusters Score -2617280 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2618958.750000 Penalty: 5060.724609
	Iteration 8F: 3 clusters Score -2618959 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2620504.500000 Penalty: 5060.724609
	Iteration 9F: 3 clusters Score -2620504 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2621591.500000 Penalty: 5060.724609
	Iteration 10Q: 3 clusters Score -2621592 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2622208.500000 Penalty: 5060.724609
	Iteration 11Q: 3 clusters Score -2622208 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2622543.500000 Penalty: 5060.724609
	Iteration 12Q: 3 clusters Score -2622544 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2622722.500000 Penalty: 5060.724609
	Iteration 13Q: 3 clusters Score -2622722 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2622830.500000 Penalty: 5060.724609
	Iteration 14Q: 3 clusters Score -2622830 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2622889.000000 Penalty: 5060.724609
	Iteration 15Q: 3 clusters Score -2622889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2622935.250000 Penalty: 5060.724609
	Iteration 16Q: 3 clusters Score -2622935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2622974.750000 Penalty: 5060.724609
	Iteration 17Q: 3 clusters Score -2622975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2623004.250000 Penalty: 5060.724609
	Iteration 18Q: 3 clusters Score -2623004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2623029.500000 Penalty: 5060.724609
	Iteration 19Q: 3 clusters Score -2623030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2623038.750000 Penalty: 5060.724609
	Iteration 20F: 3 clusters Score -2623039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2623045.000000 Penalty: 5060.724609
	Iteration 21Q: 3 clusters Score -2623045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2623052.000000 Penalty: 5060.724609
	Iteration 22Q: 3 clusters Score -2623052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2623059.000000 Penalty: 5060.724609
	Iteration 23Q: 3 clusters Score -2623059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2623064.000000 Penalty: 5060.724609
	Iteration 24Q: 3 clusters Score -2623064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2623065.750000 Penalty: 5060.724609
	Iteration 25Q: 3 clusters Score -2623066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2623071.500000 Penalty: 5060.724609
	Iteration 26Q: 3 clusters Score -2623072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2623073.250000 Penalty: 5060.724609
	Iteration 27Q: 3 clusters Score -2623073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2623073.750000 Penalty: 5060.724609
	Iteration 28Q: 3 clusters Score -2623074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2623078.750000 Penalty: 5060.724609
	Iteration 29Q: 3 clusters Score -2623079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2623080.500000 Penalty: 5060.724609
	Iteration 30Q: 3 clusters Score -2623080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2623077.750000 Penalty: 5060.724609
	Iteration 31Q: 3 clusters Score -2623078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2623079.250000 Penalty: 5060.724609
	Iteration 32Q: 3 clusters Score -2623079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2623079.250000 Penalty: 5060.724609
	Iteration 33F: 3 clusters Score -2623079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32851 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 66057 members 
Mstep: Class 8 contains 187229 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 137758 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 4102 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 304006 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 404817 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 25621 members 
Mstep: Class 22 contains 234482 members 
Mstep: Class 23 contains 6949 members 
Mstep: Class 24 contains 1365 members 
Entering Unmasked Estep 
Score: -158364976.000000 Penalty: 84740.203125
Splitting cluster 21 changes total score from -158359568.000000 to -158364976.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (234482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234482 members 
Entering Unmasked Estep 
Score: -24992144.000000 Penalty: 3066.553223
	Iteration 0F: 2 clusters Score -2.499214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117190 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -24838002.000000 Penalty: 6133.106445
	Iteration 0F: 3 clusters Score -2.4838e+07 nChanged 112990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116550 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -24904194.000000 Penalty: 6133.106445
	Iteration 1F: 3 clusters Score -2.490419e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -24905732.000000 Penalty: 6133.106445
	Iteration 2Q: 3 clusters Score -2.490573e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -24907906.000000 Penalty: 6133.106445
	Iteration 3Q: 3 clusters Score -2.490791e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -24910706.000000 Penalty: 6133.106445
	Iteration 4Q: 3 clusters Score -2.491071e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -24914462.000000 Penalty: 6133.106445
	Iteration 5Q: 3 clusters Score -2.491446e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 125062 members 
Entering Unmasked Estep 
Score: -24920442.000000 Penalty: 6133.106445
	Iteration 6Q: 3 clusters Score -2.492044e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -24928062.000000 Penalty: 6133.106445
	Iteration 7F: 3 clusters Score -2.492806e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -24936918.000000 Penalty: 6133.106445
	Iteration 8F: 3 clusters Score -2.493692e+07 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -24945728.000000 Penalty: 6133.106445
	Iteration 9F: 3 clusters Score -2.494573e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -24952566.000000 Penalty: 6133.106445
	Iteration 10F: 3 clusters Score -2.495257e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 133646 members 
Entering Unmasked Estep 
Score: -24956492.000000 Penalty: 6133.106445
	Iteration 11Q: 3 clusters Score -2.495649e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 134292 members 
Entering Unmasked Estep 
Score: -24958268.000000 Penalty: 6133.106445
	Iteration 12Q: 3 clusters Score -2.495827e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 135110 members 
Entering Unmasked Estep 
Score: -24959310.000000 Penalty: 6133.106445
	Iteration 13Q: 3 clusters Score -2.495931e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 135982 members 
Entering Unmasked Estep 
Score: -24959858.000000 Penalty: 6133.106445
	Iteration 14Q: 3 clusters Score -2.495986e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -24960534.000000 Penalty: 6133.106445
	Iteration 15Q: 3 clusters Score -2.496053e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 137941 members 
Entering Unmasked Estep 
Score: -24960926.000000 Penalty: 6133.106445
	Iteration 16Q: 3 clusters Score -2.496093e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 139027 members 
Entering Unmasked Estep 
Score: -24961350.000000 Penalty: 6133.106445
	Iteration 17Q: 3 clusters Score -2.496135e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -24961886.000000 Penalty: 6133.106445
	Iteration 18Q: 3 clusters Score -2.496189e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 141285 members 
Entering Unmasked Estep 
Score: -24962402.000000 Penalty: 6133.106445
	Iteration 19Q: 3 clusters Score -2.49624e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 142478 members 
Entering Unmasked Estep 
Score: -24962858.000000 Penalty: 6133.106445
	Iteration 20F: 3 clusters Score -2.496286e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -24963262.000000 Penalty: 6133.106445
	Iteration 21Q: 3 clusters Score -2.496326e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -24963700.000000 Penalty: 6133.106445
	Iteration 22Q: 3 clusters Score -2.49637e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 146256 members 
Entering Unmasked Estep 
Score: -24964174.000000 Penalty: 6133.106445
	Iteration 23Q: 3 clusters Score -2.496417e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -24964488.000000 Penalty: 6133.106445
	Iteration 24Q: 3 clusters Score -2.496449e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 148606 members 
Entering Unmasked Estep 
Score: -24964806.000000 Penalty: 6133.106445
	Iteration 25Q: 3 clusters Score -2.496481e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 149804 members 
Entering Unmasked Estep 
Score: -24965162.000000 Penalty: 6133.106445
	Iteration 26Q: 3 clusters Score -2.496516e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 150999 members 
Entering Unmasked Estep 
Score: -24965620.000000 Penalty: 6133.106445
	Iteration 27Q: 3 clusters Score -2.496562e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -24965964.000000 Penalty: 6133.106445
	Iteration 28Q: 3 clusters Score -2.496596e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 153382 members 
Entering Unmasked Estep 
Score: -24966322.000000 Penalty: 6133.106445
	Iteration 29Q: 3 clusters Score -2.496632e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -24966696.000000 Penalty: 6133.106445
	Iteration 30Q: 3 clusters Score -2.49667e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -24967110.000000 Penalty: 6133.106445
	Iteration 31Q: 3 clusters Score -2.496711e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -24967556.000000 Penalty: 6133.106445
	Iteration 32Q: 3 clusters Score -2.496756e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 158777 members 
Entering Unmasked Estep 
Score: -24967884.000000 Penalty: 6133.106445
	Iteration 33Q: 3 clusters Score -2.496788e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -24968330.000000 Penalty: 6133.106445
	Iteration 34Q: 3 clusters Score -2.496833e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -24968712.000000 Penalty: 6133.106445
	Iteration 35Q: 3 clusters Score -2.496871e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 163366 members 
Entering Unmasked Estep 
Score: -24969116.000000 Penalty: 6133.106445
	Iteration 36Q: 3 clusters Score -2.496912e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -24969526.000000 Penalty: 6133.106445
	Iteration 37Q: 3 clusters Score -2.496953e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -24969884.000000 Penalty: 6133.106445
	Iteration 38Q: 3 clusters Score -2.496988e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 168605 members 
Entering Unmasked Estep 
Score: -24970166.000000 Penalty: 6133.106445
	Iteration 39Q: 3 clusters Score -2.497017e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -24970578.000000 Penalty: 6133.106445
	Iteration 40F: 3 clusters Score -2.497058e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 172340 members 
Entering Unmasked Estep 
Score: -24971044.000000 Penalty: 6133.106445
	Iteration 41Q: 3 clusters Score -2.497104e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 174402 members 
Entering Unmasked Estep 
Score: -24971182.000000 Penalty: 6133.106445
	Iteration 42Q: 3 clusters Score -2.497118e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 176575 members 
Entering Unmasked Estep 
Score: -24971762.000000 Penalty: 6133.106445
	Iteration 43Q: 3 clusters Score -2.497176e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 178865 members 
Entering Unmasked Estep 
Score: -24972220.000000 Penalty: 6133.106445
	Iteration 44Q: 3 clusters Score -2.497222e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 181207 members 
Entering Unmasked Estep 
Score: -24972800.000000 Penalty: 6133.106445
	Iteration 45Q: 3 clusters Score -2.49728e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 183622 members 
Entering Unmasked Estep 
Score: -24973306.000000 Penalty: 6133.106445
	Iteration 46Q: 3 clusters Score -2.497331e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 186079 members 
Entering Unmasked Estep 
Score: -24973940.000000 Penalty: 6133.106445
	Iteration 47Q: 3 clusters Score -2.497394e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 188693 members 
Entering Unmasked Estep 
Score: -24974588.000000 Penalty: 6133.106445
	Iteration 48Q: 3 clusters Score -2.497459e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 191495 members 
Entering Unmasked Estep 
Score: -24975328.000000 Penalty: 6133.106445
	Iteration 49Q: 3 clusters Score -2.497533e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 194425 members 
Entering Unmasked Estep 
Score: -24976154.000000 Penalty: 6133.106445
	Iteration 50Q: 3 clusters Score -2.497615e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 197421 members 
Entering Unmasked Estep 
Score: -24977064.000000 Penalty: 6133.106445
	Iteration 51Q: 3 clusters Score -2.497706e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 200456 members 
Entering Unmasked Estep 
Score: -24977948.000000 Penalty: 6133.106445
	Iteration 52Q: 3 clusters Score -2.497795e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 203502 members 
Entering Unmasked Estep 
Score: -24978788.000000 Penalty: 6133.106445
	Iteration 53Q: 3 clusters Score -2.497879e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 206550 members 
Entering Unmasked Estep 
Score: -24979734.000000 Penalty: 6133.106445
	Iteration 54Q: 3 clusters Score -2.497973e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 209539 members 
Entering Unmasked Estep 
Score: -24980858.000000 Penalty: 6133.106445
	Iteration 55Q: 3 clusters Score -2.498086e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 212447 members 
Entering Unmasked Estep 
Score: -24981674.000000 Penalty: 6133.106445
	Iteration 56Q: 3 clusters Score -2.498167e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 215175 members 
Entering Unmasked Estep 
Score: -24982540.000000 Penalty: 6133.106445
	Iteration 57Q: 3 clusters Score -2.498254e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 217755 members 
Entering Unmasked Estep 
Score: -24983470.000000 Penalty: 6133.106445
	Iteration 58Q: 3 clusters Score -2.498347e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 220055 members 
Entering Unmasked Estep 
Score: -24984272.000000 Penalty: 6133.106445
	Iteration 59Q: 3 clusters Score -2.498427e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 222071 members 
Entering Unmasked Estep 
Score: -24984910.000000 Penalty: 6133.106445
	Iteration 60F: 3 clusters Score -2.498491e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 223813 members 
Entering Unmasked Estep 
Score: -24985698.000000 Penalty: 6133.106445
	Iteration 61Q: 3 clusters Score -2.49857e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 225278 members 
Entering Unmasked Estep 
Score: -24986300.000000 Penalty: 6133.106445
	Iteration 62Q: 3 clusters Score -2.49863e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 226532 members 
Entering Unmasked Estep 
Score: -24986776.000000 Penalty: 6133.106445
	Iteration 63Q: 3 clusters Score -2.498678e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 227613 members 
Entering Unmasked Estep 
Score: -24987278.000000 Penalty: 6133.106445
	Iteration 64Q: 3 clusters Score -2.498728e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 228547 members 
Entering Unmasked Estep 
Score: -24987664.000000 Penalty: 6133.106445
	Iteration 65Q: 3 clusters Score -2.498766e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 229310 members 
Entering Unmasked Estep 
Score: -24988102.000000 Penalty: 6133.106445
	Iteration 66Q: 3 clusters Score -2.49881e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 229964 members 
Entering Unmasked Estep 
Score: -24988326.000000 Penalty: 6133.106445
	Iteration 67Q: 3 clusters Score -2.498833e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 230466 members 
Entering Unmasked Estep 
Score: -24988548.000000 Penalty: 6133.106445
	Iteration 68Q: 3 clusters Score -2.498855e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 230880 members 
Entering Unmasked Estep 
Score: -24988662.000000 Penalty: 6133.106445
	Iteration 69Q: 3 clusters Score -2.498866e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 231220 members 
Entering Unmasked Estep 
Score: -24988796.000000 Penalty: 6133.106445
	Iteration 70Q: 3 clusters Score -2.49888e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 231495 members 
Entering Unmasked Estep 
Score: -24988872.000000 Penalty: 6133.106445
	Iteration 71Q: 3 clusters Score -2.498887e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 231708 members 
Entering Unmasked Estep 
Score: -24988940.000000 Penalty: 6133.106445
	Iteration 72Q: 3 clusters Score -2.498894e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 231901 members 
Entering Unmasked Estep 
Score: -24989014.000000 Penalty: 6133.106445
	Iteration 73Q: 3 clusters Score -2.498901e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 232064 members 
Entering Unmasked Estep 
Score: -24989058.000000 Penalty: 6133.106445
	Iteration 74Q: 3 clusters Score -2.498906e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 232192 members 
Entering Unmasked Estep 
Score: -24989132.000000 Penalty: 6133.106445
	Iteration 75Q: 3 clusters Score -2.498913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 232298 members 
Entering Unmasked Estep 
Score: -24989184.000000 Penalty: 6133.106445
	Iteration 76Q: 3 clusters Score -2.498918e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 232377 members 
Entering Unmasked Estep 
Score: -24989198.000000 Penalty: 6133.106445
	Iteration 77Q: 3 clusters Score -2.49892e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 232434 members 
Entering Unmasked Estep 
Score: -24989224.000000 Penalty: 6133.106445
	Iteration 78Q: 3 clusters Score -2.498922e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 232493 members 
Entering Unmasked Estep 
Score: -24989224.000000 Penalty: 6133.106445
	Iteration 79Q: 3 clusters Score -2.498922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 232548 members 
Entering Unmasked Estep 
Score: -24989254.000000 Penalty: 6133.106445
	Iteration 80F: 3 clusters Score -2.498925e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 232591 members 
Entering Unmasked Estep 
Score: -24989256.000000 Penalty: 6133.106445
	Iteration 81Q: 3 clusters Score -2.498926e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 232635 members 
Entering Unmasked Estep 
Score: -24989268.000000 Penalty: 6133.106445
	Iteration 82Q: 3 clusters Score -2.498927e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 232680 members 
Entering Unmasked Estep 
Score: -24989280.000000 Penalty: 6133.106445
	Iteration 83Q: 3 clusters Score -2.498928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 232715 members 
Entering Unmasked Estep 
Score: -24989278.000000 Penalty: 6133.106445
	Iteration 84Q: 3 clusters Score -2.498928e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 232747 members 
Entering Unmasked Estep 
Score: -24989298.000000 Penalty: 6133.106445
	Iteration 85Q: 3 clusters Score -2.49893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 232768 members 
Entering Unmasked Estep 
Score: -24989310.000000 Penalty: 6133.106445
	Iteration 86Q: 3 clusters Score -2.498931e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 232792 members 
Entering Unmasked Estep 
Score: -24989326.000000 Penalty: 6133.106445
	Iteration 87Q: 3 clusters Score -2.498933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 232816 members 
Entering Unmasked Estep 
Score: -24989322.000000 Penalty: 6133.106445
	Iteration 88Q: 3 clusters Score -2.498932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 232831 members 
Entering Unmasked Estep 
Score: -24989336.000000 Penalty: 6133.106445
	Iteration 89Q: 3 clusters Score -2.498934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 232847 members 
Entering Unmasked Estep 
Score: -24989328.000000 Penalty: 6133.106445
	Iteration 90Q: 3 clusters Score -2.498933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 232863 members 
Entering Unmasked Estep 
Score: -24989320.000000 Penalty: 6133.106445
	Iteration 91Q: 3 clusters Score -2.498932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 232876 members 
Entering Unmasked Estep 
Score: -24989318.000000 Penalty: 6133.106445
	Iteration 92Q: 3 clusters Score -2.498932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 232890 members 
Entering Unmasked Estep 
Score: -24989332.000000 Penalty: 6133.106445
	Iteration 93Q: 3 clusters Score -2.498933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 232911 members 
Entering Unmasked Estep 
Score: -24989362.000000 Penalty: 6133.106445
	Iteration 94Q: 3 clusters Score -2.498936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 232923 members 
Entering Unmasked Estep 
Score: -24989386.000000 Penalty: 6133.106445
	Iteration 95Q: 3 clusters Score -2.498939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 232931 members 
Entering Unmasked Estep 
Score: -24989370.000000 Penalty: 6133.106445
	Iteration 96Q: 3 clusters Score -2.498937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 232945 members 
Entering Unmasked Estep 
Score: -24989380.000000 Penalty: 6133.106445
	Iteration 97Q: 3 clusters Score -2.498938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 232963 members 
Entering Unmasked Estep 
Score: -24989376.000000 Penalty: 6133.106445
	Iteration 98Q: 3 clusters Score -2.498938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 232973 members 
Entering Unmasked Estep 
Score: -24989392.000000 Penalty: 6133.106445
	Iteration 99Q: 3 clusters Score -2.498939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 232987 members 
Entering Unmasked Estep 
Score: -24989360.000000 Penalty: 6133.106445
	Iteration 100F: 3 clusters Score -2.498936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 232997 members 
Entering Unmasked Estep 
Score: -24989362.000000 Penalty: 6133.106445
	Iteration 101Q: 3 clusters Score -2.498936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 233005 members 
Entering Unmasked Estep 
Score: -24989338.000000 Penalty: 6133.106445
	Iteration 102Q: 3 clusters Score -2.498934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 233013 members 
Entering Unmasked Estep 
Score: -24989350.000000 Penalty: 6133.106445
	Iteration 103Q: 3 clusters Score -2.498935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 233028 members 
Entering Unmasked Estep 
Score: -24989358.000000 Penalty: 6133.106445
	Iteration 104Q: 3 clusters Score -2.498936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 233030 members 
Entering Unmasked Estep 
Score: -24989378.000000 Penalty: 6133.106445
	Iteration 105Q: 3 clusters Score -2.498938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 233035 members 
Entering Unmasked Estep 
Score: -24989386.000000 Penalty: 6133.106445
	Iteration 106Q: 3 clusters Score -2.498939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 233040 members 
Entering Unmasked Estep 
Score: -24989368.000000 Penalty: 6133.106445
	Iteration 107Q: 3 clusters Score -2.498937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 233045 members 
Entering Unmasked Estep 
Score: -24989362.000000 Penalty: 6133.106445
	Iteration 108Q: 3 clusters Score -2.498936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 233049 members 
Entering Unmasked Estep 
Score: -24989378.000000 Penalty: 6133.106445
	Iteration 109Q: 3 clusters Score -2.498938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 233059 members 
Entering Unmasked Estep 
Score: -24989368.000000 Penalty: 6133.106445
	Iteration 110Q: 3 clusters Score -2.498937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 233064 members 
Entering Unmasked Estep 
Score: -24989372.000000 Penalty: 6133.106445
	Iteration 111Q: 3 clusters Score -2.498937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 233068 members 
Entering Unmasked Estep 
Score: -24989376.000000 Penalty: 6133.106445
	Iteration 112Q: 3 clusters Score -2.498938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 233077 members 
Entering Unmasked Estep 
Score: -24989362.000000 Penalty: 6133.106445
	Iteration 113Q: 3 clusters Score -2.498936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 233091 members 
Entering Unmasked Estep 
Score: -24989378.000000 Penalty: 6133.106445
	Iteration 114Q: 3 clusters Score -2.498938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 233101 members 
Entering Unmasked Estep 
Score: -24989404.000000 Penalty: 6133.106445
	Iteration 115Q: 3 clusters Score -2.49894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 233111 members 
Entering Unmasked Estep 
Score: -24989404.000000 Penalty: 6133.106445
	Iteration 116Q: 3 clusters Score -2.49894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 233120 members 
Entering Unmasked Estep 
Score: -24989414.000000 Penalty: 6133.106445
	Iteration 117Q: 3 clusters Score -2.498941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 233126 members 
Entering Unmasked Estep 
Score: -24989404.000000 Penalty: 6133.106445
	Iteration 118Q: 3 clusters Score -2.49894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 233134 members 
Entering Unmasked Estep 
Score: -24989396.000000 Penalty: 6133.106445
	Iteration 119Q: 3 clusters Score -2.49894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 233140 members 
Entering Unmasked Estep 
Score: -24989382.000000 Penalty: 6133.106445
	Iteration 120F: 3 clusters Score -2.498938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 233148 members 
Entering Unmasked Estep 
Score: -24989388.000000 Penalty: 6133.106445
	Iteration 121Q: 3 clusters Score -2.498939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 233151 members 
Entering Unmasked Estep 
Score: -24989390.000000 Penalty: 6133.106445
	Iteration 122Q: 3 clusters Score -2.498939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 233152 members 
Entering Unmasked Estep 
Score: -24989386.000000 Penalty: 6133.106445
	Iteration 123Q: 3 clusters Score -2.498939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 233153 members 
Entering Unmasked Estep 
Score: -24989396.000000 Penalty: 6133.106445
	Iteration 124Q: 3 clusters Score -2.49894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 233158 members 
Entering Unmasked Estep 
Score: -24989410.000000 Penalty: 6133.106445
	Iteration 125Q: 3 clusters Score -2.498941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 233164 members 
Entering Unmasked Estep 
Score: -24989408.000000 Penalty: 6133.106445
	Iteration 126Q: 3 clusters Score -2.498941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 233167 members 
Entering Unmasked Estep 
Score: -24989418.000000 Penalty: 6133.106445
	Iteration 127Q: 3 clusters Score -2.498942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 233170 members 
Entering Unmasked Estep 
Score: -24989420.000000 Penalty: 6133.106445
	Iteration 128Q: 3 clusters Score -2.498942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 233176 members 
Entering Unmasked Estep 
Score: -24989438.000000 Penalty: 6133.106445
	Iteration 129Q: 3 clusters Score -2.498944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 233177 members 
Entering Unmasked Estep 
Score: -24989436.000000 Penalty: 6133.106445
	Iteration 130Q: 3 clusters Score -2.498944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 233178 members 
Entering Unmasked Estep 
Score: -24989444.000000 Penalty: 6133.106445
	Iteration 131Q: 3 clusters Score -2.498944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 233181 members 
Entering Unmasked Estep 
Score: -24989436.000000 Penalty: 6133.106445
	Iteration 132Q: 3 clusters Score -2.498944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 233180 members 
Entering Unmasked Estep 
Score: -24989446.000000 Penalty: 6133.106445
	Iteration 133Q: 3 clusters Score -2.498945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 233184 members 
Entering Unmasked Estep 
Score: -24989452.000000 Penalty: 6133.106445
	Iteration 134Q: 3 clusters Score -2.498945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 233188 members 
Entering Unmasked Estep 
Score: -24989462.000000 Penalty: 6133.106445
	Iteration 135Q: 3 clusters Score -2.498946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 233192 members 
Entering Unmasked Estep 
Score: -24989462.000000 Penalty: 6133.106445
	Iteration 136Q: 3 clusters Score -2.498946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 233194 members 
Entering Unmasked Estep 
Score: -24989466.000000 Penalty: 6133.106445
	Iteration 137Q: 3 clusters Score -2.498947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 233196 members 
Entering Unmasked Estep 
Score: -24989454.000000 Penalty: 6133.106445
	Iteration 138Q: 3 clusters Score -2.498945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 233198 members 
Entering Unmasked Estep 
Score: -24989442.000000 Penalty: 6133.106445
	Iteration 139Q: 3 clusters Score -2.498944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 233199 members 
Entering Unmasked Estep 
Score: -24989436.000000 Penalty: 6133.106445
	Iteration 140F: 3 clusters Score -2.498944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 233205 members 
Entering Unmasked Estep 
Score: -24989430.000000 Penalty: 6133.106445
	Iteration 141Q: 3 clusters Score -2.498943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 233208 members 
Entering Unmasked Estep 
Score: -24989432.000000 Penalty: 6133.106445
	Iteration 142Q: 3 clusters Score -2.498943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 233209 members 
Entering Unmasked Estep 
Score: -24989436.000000 Penalty: 6133.106445
	Iteration 143Q: 3 clusters Score -2.498944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 233209 members 
Entering Unmasked Estep 
Score: -24989448.000000 Penalty: 6133.106445
	Iteration 144Q: 3 clusters Score -2.498945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 233210 members 
Entering Unmasked Estep 
Score: -24989446.000000 Penalty: 6133.106445
	Iteration 145Q: 3 clusters Score -2.498945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 233210 members 
Entering Unmasked Estep 
Score: -24989446.000000 Penalty: 6133.106445
	Iteration 146F: 3 clusters Score -2.498945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -744540.312500 Penalty: 2193.895508
	Iteration 0F: 2 clusters Score -744540.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -738765.937500 Penalty: 4387.791016
	Iteration 0F: 3 clusters Score -738765.9 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -740334.625000 Penalty: 4387.791016
	Iteration 1F: 3 clusters Score -740334.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -740595.562500 Penalty: 4387.791016
	Iteration 2F: 3 clusters Score -740595.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -740736.500000 Penalty: 4387.791016
	Iteration 3Q: 3 clusters Score -740736.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -740828.375000 Penalty: 4387.791016
	Iteration 4Q: 3 clusters Score -740828.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -740897.437500 Penalty: 4387.791016
	Iteration 5Q: 3 clusters Score -740897.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -740964.875000 Penalty: 4387.791016
	Iteration 6Q: 3 clusters Score -740964.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -741017.937500 Penalty: 4387.791016
	Iteration 7Q: 3 clusters Score -741017.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -741065.375000 Penalty: 4387.791016
	Iteration 8Q: 3 clusters Score -741065.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -741122.750000 Penalty: 4387.791016
	Iteration 9Q: 3 clusters Score -741122.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -741185.000000 Penalty: 4387.791016
	Iteration 10Q: 3 clusters Score -741185 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -741261.625000 Penalty: 4387.791016
	Iteration 11Q: 3 clusters Score -741261.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -741345.187500 Penalty: 4387.791016
	Iteration 12Q: 3 clusters Score -741345.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -741436.187500 Penalty: 4387.791016
	Iteration 13Q: 3 clusters Score -741436.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -741519.937500 Penalty: 4387.791016
	Iteration 14Q: 3 clusters Score -741519.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -741641.562500 Penalty: 4387.791016
	Iteration 15Q: 3 clusters Score -741641.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -741767.812500 Penalty: 4387.791016
	Iteration 16Q: 3 clusters Score -741767.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -741874.500000 Penalty: 4387.791016
	Iteration 17Q: 3 clusters Score -741874.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -741974.687500 Penalty: 4387.791016
	Iteration 18Q: 3 clusters Score -741974.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -742110.000000 Penalty: 4387.791016
	Iteration 19Q: 3 clusters Score -742110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -742238.062500 Penalty: 4387.791016
	Iteration 20F: 3 clusters Score -742238.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -742342.812500 Penalty: 4387.791016
	Iteration 21Q: 3 clusters Score -742342.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -742421.312500 Penalty: 4387.791016
	Iteration 22Q: 3 clusters Score -742421.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -742486.375000 Penalty: 4387.791016
	Iteration 23Q: 3 clusters Score -742486.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -742539.937500 Penalty: 4387.791016
	Iteration 24Q: 3 clusters Score -742539.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -742581.750000 Penalty: 4387.791016
	Iteration 25Q: 3 clusters Score -742581.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -742609.437500 Penalty: 4387.791016
	Iteration 26Q: 3 clusters Score -742609.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -742629.750000 Penalty: 4387.791016
	Iteration 27Q: 3 clusters Score -742629.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -742650.250000 Penalty: 4387.791016
	Iteration 28Q: 3 clusters Score -742650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -742661.437500 Penalty: 4387.791016
	Iteration 29Q: 3 clusters Score -742661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -742672.000000 Penalty: 4387.791016
	Iteration 30Q: 3 clusters Score -742672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -742682.875000 Penalty: 4387.791016
	Iteration 31Q: 3 clusters Score -742682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -742692.500000 Penalty: 4387.791016
	Iteration 32Q: 3 clusters Score -742692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -742697.562500 Penalty: 4387.791016
	Iteration 33Q: 3 clusters Score -742697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -742697.562500 Penalty: 4387.791016
	Iteration 34F: 3 clusters Score -742697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32851 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 66057 members 
Mstep: Class 8 contains 187229 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 137758 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 4102 members 
Mstep: Class 15 contains 304006 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 404817 members 
Mstep: Class 21 contains 25621 members 
Mstep: Class 22 contains 234482 members 
Mstep: Class 23 contains 6949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1420.347412 but Gain 3530.843750
Score: -158367600.000000 Penalty: 81209.359375
Iteration 79Q: 24 clusters Score -1.583676e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32872 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 66058 members 
Mstep: Class 8 contains 187559 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 137196 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 304241 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 34207 members 
Mstep: Class 19 contains 404999 members 
Mstep: Class 21 contains 25323 members 
Mstep: Class 22 contains 234494 members 
Mstep: Class 23 contains 6952 members 
Mstep: Class 24 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368928.000000 Penalty: 81209.359375
Iteration 80F: 24 clusters Score -1.583689e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 32908 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 187909 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 743 members 
Mstep: Class 11 contains 136673 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 304363 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 34185 members 
Mstep: Class 19 contains 405018 members 
Mstep: Class 21 contains 25178 members 
Mstep: Class 22 contains 234497 members 
Mstep: Class 23 contains 6952 members 
Mstep: Class 24 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368816.000000 Penalty: 81209.359375
Iteration 81Q: 24 clusters Score -1.583688e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 32947 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 66072 members 
Mstep: Class 8 contains 188271 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 136159 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 304531 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 34154 members 
Mstep: Class 19 contains 405057 members 
Mstep: Class 21 contains 25085 members 
Mstep: Class 22 contains 234464 members 
Mstep: Class 23 contains 6952 members 
Mstep: Class 24 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369040.000000 Penalty: 81209.359375
Iteration 82Q: 24 clusters Score -1.58369e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 32979 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5657 members 
Mstep: Class 7 contains 66090 members 
Mstep: Class 8 contains 188638 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 135686 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 304654 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 34127 members 
Mstep: Class 19 contains 405098 members 
Mstep: Class 21 contains 25022 members 
Mstep: Class 22 contains 234384 members 
Mstep: Class 23 contains 6954 members 
Mstep: Class 24 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369056.000000 Penalty: 81209.359375
Iteration 83Q: 24 clusters Score -1.583691e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 32991 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 66111 members 
Mstep: Class 8 contains 189008 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 135225 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4221 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 304798 members 
Mstep: Class 16 contains 6686 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 34104 members 
Mstep: Class 19 contains 405152 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 234271 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368864.000000 Penalty: 81209.359375
Iteration 84Q: 24 clusters Score -1.583689e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 33002 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 66130 members 
Mstep: Class 8 contains 189364 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 134802 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 304917 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 405209 members 
Mstep: Class 21 contains 24961 members 
Mstep: Class 22 contains 234151 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368880.000000 Penalty: 81209.359375
Iteration 85Q: 24 clusters Score -1.583689e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 33016 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5665 members 
Mstep: Class 7 contains 66148 members 
Mstep: Class 8 contains 189742 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 134375 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4229 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305033 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 34030 members 
Mstep: Class 19 contains 405257 members 
Mstep: Class 21 contains 24941 members 
Mstep: Class 22 contains 234036 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368736.000000 Penalty: 81209.359375
Iteration 86Q: 24 clusters Score -1.583687e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 33038 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 66178 members 
Mstep: Class 8 contains 190111 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 133948 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4234 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305130 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33995 members 
Mstep: Class 19 contains 405286 members 
Mstep: Class 21 contains 24925 members 
Mstep: Class 22 contains 233932 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368496.000000 Penalty: 81209.359375
Iteration 87Q: 24 clusters Score -1.583685e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 33052 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 66199 members 
Mstep: Class 8 contains 190446 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 133515 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305233 members 
Mstep: Class 16 contains 6723 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33969 members 
Mstep: Class 19 contains 405316 members 
Mstep: Class 21 contains 24919 members 
Mstep: Class 22 contains 233867 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368432.000000 Penalty: 81209.359375
Iteration 88Q: 24 clusters Score -1.583684e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 33068 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 66237 members 
Mstep: Class 8 contains 190810 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 133091 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305313 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33948 members 
Mstep: Class 19 contains 405325 members 
Mstep: Class 21 contains 24913 members 
Mstep: Class 22 contains 233781 members 
Mstep: Class 23 contains 6963 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368480.000000 Penalty: 81209.359375
Iteration 89Q: 24 clusters Score -1.583685e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 33082 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 66271 members 
Mstep: Class 8 contains 191194 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 132683 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305389 members 
Mstep: Class 16 contains 6724 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33933 members 
Mstep: Class 19 contains 405329 members 
Mstep: Class 21 contains 24909 members 
Mstep: Class 22 contains 233686 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368288.000000 Penalty: 81209.359375
Iteration 90Q: 24 clusters Score -1.583683e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 33082 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 66295 members 
Mstep: Class 8 contains 191579 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 132286 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305473 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33907 members 
Mstep: Class 19 contains 405330 members 
Mstep: Class 21 contains 24903 members 
Mstep: Class 22 contains 233574 members 
Mstep: Class 23 contains 6962 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368048.000000 Penalty: 81209.359375
Iteration 91Q: 24 clusters Score -1.58368e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 33085 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 66327 members 
Mstep: Class 8 contains 191943 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 131907 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305564 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33882 members 
Mstep: Class 19 contains 405327 members 
Mstep: Class 21 contains 24902 members 
Mstep: Class 22 contains 233460 members 
Mstep: Class 23 contains 6967 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368304.000000 Penalty: 81209.359375
Iteration 92Q: 24 clusters Score -1.583683e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 33094 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5751 members 
Mstep: Class 7 contains 66354 members 
Mstep: Class 8 contains 192304 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 131520 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305628 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33862 members 
Mstep: Class 19 contains 405348 members 
Mstep: Class 21 contains 24894 members 
Mstep: Class 22 contains 233356 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368720.000000 Penalty: 81209.359375
Iteration 93Q: 24 clusters Score -1.583687e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 3 contains 33104 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5759 members 
Mstep: Class 7 contains 66367 members 
Mstep: Class 8 contains 192653 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 131173 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305680 members 
Mstep: Class 16 contains 6746 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33839 members 
Mstep: Class 19 contains 405358 members 
Mstep: Class 21 contains 24892 members 
Mstep: Class 22 contains 233271 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368768.000000 Penalty: 81209.359375
Iteration 94Q: 24 clusters Score -1.583688e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 3 contains 33123 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 66380 members 
Mstep: Class 8 contains 192980 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 130830 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305742 members 
Mstep: Class 16 contains 6748 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33813 members 
Mstep: Class 19 contains 405363 members 
Mstep: Class 21 contains 24884 members 
Mstep: Class 22 contains 233189 members 
Mstep: Class 23 contains 6974 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368800.000000 Penalty: 81209.359375
Iteration 95Q: 24 clusters Score -1.583688e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 7024 members 
Mstep: Class 3 contains 33143 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5773 members 
Mstep: Class 7 contains 66391 members 
Mstep: Class 8 contains 193286 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 130488 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305830 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33785 members 
Mstep: Class 19 contains 405363 members 
Mstep: Class 21 contains 24880 members 
Mstep: Class 22 contains 233109 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368752.000000 Penalty: 81209.359375
Iteration 96Q: 24 clusters Score -1.583688e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 33158 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5780 members 
Mstep: Class 7 contains 66413 members 
Mstep: Class 8 contains 193596 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 130165 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305906 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33768 members 
Mstep: Class 19 contains 405334 members 
Mstep: Class 21 contains 24877 members 
Mstep: Class 22 contains 233042 members 
Mstep: Class 23 contains 6975 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369024.000000 Penalty: 81209.359375
Iteration 97Q: 24 clusters Score -1.58369e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 7027 members 
Mstep: Class 3 contains 33165 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 66434 members 
Mstep: Class 8 contains 193843 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 129866 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 305980 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33745 members 
Mstep: Class 19 contains 405323 members 
Mstep: Class 21 contains 24876 members 
Mstep: Class 22 contains 232999 members 
Mstep: Class 23 contains 6971 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368944.000000 Penalty: 81209.359375
Iteration 98Q: 24 clusters Score -1.583689e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 33178 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 66454 members 
Mstep: Class 8 contains 194086 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 129577 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306072 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33720 members 
Mstep: Class 19 contains 405316 members 
Mstep: Class 21 contains 24877 members 
Mstep: Class 22 contains 232928 members 
Mstep: Class 23 contains 6966 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369008.000000 Penalty: 81209.359375
Iteration 99Q: 24 clusters Score -1.58369e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 33193 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5826 members 
Mstep: Class 7 contains 66472 members 
Mstep: Class 8 contains 194275 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306157 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33696 members 
Mstep: Class 19 contains 405331 members 
Mstep: Class 21 contains 24878 members 
Mstep: Class 22 contains 232878 members 
Mstep: Class 23 contains 6960 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368928.000000 Penalty: 81209.359375
Iteration 100F: 24 clusters Score -1.583689e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 33207 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 66496 members 
Mstep: Class 8 contains 194494 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 129017 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306228 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33660 members 
Mstep: Class 19 contains 405342 members 
Mstep: Class 21 contains 24880 members 
Mstep: Class 22 contains 232829 members 
Mstep: Class 23 contains 6954 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368672.000000 Penalty: 81209.359375
Iteration 101Q: 24 clusters Score -1.583687e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 33221 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 66529 members 
Mstep: Class 8 contains 194712 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 128763 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306290 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33630 members 
Mstep: Class 19 contains 405339 members 
Mstep: Class 21 contains 24881 members 
Mstep: Class 22 contains 232768 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368784.000000 Penalty: 81209.359375
Iteration 102Q: 24 clusters Score -1.583688e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 33229 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5866 members 
Mstep: Class 7 contains 66569 members 
Mstep: Class 8 contains 194932 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 128504 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306336 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33599 members 
Mstep: Class 19 contains 405331 members 
Mstep: Class 21 contains 24882 members 
Mstep: Class 22 contains 232734 members 
Mstep: Class 23 contains 6949 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368800.000000 Penalty: 81209.359375
Iteration 103Q: 24 clusters Score -1.583688e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 33237 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 66600 members 
Mstep: Class 8 contains 195175 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 128248 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306366 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33570 members 
Mstep: Class 19 contains 405339 members 
Mstep: Class 21 contains 24878 members 
Mstep: Class 22 contains 232691 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368736.000000 Penalty: 81209.359375
Iteration 104Q: 24 clusters Score -1.583687e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 33247 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5878 members 
Mstep: Class 7 contains 66630 members 
Mstep: Class 8 contains 195398 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 128002 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306416 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33545 members 
Mstep: Class 19 contains 405319 members 
Mstep: Class 21 contains 24873 members 
Mstep: Class 22 contains 232662 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368720.000000 Penalty: 81209.359375
Iteration 105Q: 24 clusters Score -1.583687e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 33252 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 66656 members 
Mstep: Class 8 contains 195633 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 127744 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306447 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33524 members 
Mstep: Class 19 contains 405346 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 232626 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368656.000000 Penalty: 81209.359375
Iteration 106Q: 24 clusters Score -1.583687e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 33256 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 66672 members 
Mstep: Class 8 contains 195861 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 127505 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306472 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33498 members 
Mstep: Class 19 contains 405334 members 
Mstep: Class 21 contains 24873 members 
Mstep: Class 22 contains 232608 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368704.000000 Penalty: 81209.359375
Iteration 107Q: 24 clusters Score -1.583687e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 7038 members 
Mstep: Class 3 contains 33269 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5884 members 
Mstep: Class 7 contains 66682 members 
Mstep: Class 8 contains 196093 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 127281 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306499 members 
Mstep: Class 16 contains 6773 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33481 members 
Mstep: Class 19 contains 405311 members 
Mstep: Class 21 contains 24869 members 
Mstep: Class 22 contains 232587 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368544.000000 Penalty: 81209.359375
Iteration 108Q: 24 clusters Score -1.583685e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 33278 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5888 members 
Mstep: Class 7 contains 66700 members 
Mstep: Class 8 contains 196326 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 127058 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306515 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33461 members 
Mstep: Class 19 contains 405294 members 
Mstep: Class 21 contains 24866 members 
Mstep: Class 22 contains 232566 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368512.000000 Penalty: 81209.359375
Iteration 109Q: 24 clusters Score -1.583685e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5890 members 
Mstep: Class 7 contains 66716 members 
Mstep: Class 8 contains 196548 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 126842 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306532 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33433 members 
Mstep: Class 19 contains 405283 members 
Mstep: Class 21 contains 24867 members 
Mstep: Class 22 contains 232539 members 
Mstep: Class 23 contains 6941 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368656.000000 Penalty: 81209.359375
Iteration 110Q: 24 clusters Score -1.583687e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 33312 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5891 members 
Mstep: Class 7 contains 66730 members 
Mstep: Class 8 contains 196790 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 126612 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306533 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33418 members 
Mstep: Class 19 contains 405277 members 
Mstep: Class 21 contains 24862 members 
Mstep: Class 22 contains 232513 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368832.000000 Penalty: 81209.359375
Iteration 111Q: 24 clusters Score -1.583688e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 33327 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5890 members 
Mstep: Class 7 contains 66745 members 
Mstep: Class 8 contains 197027 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 126408 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306522 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33411 members 
Mstep: Class 19 contains 405275 members 
Mstep: Class 21 contains 24855 members 
Mstep: Class 22 contains 232474 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368928.000000 Penalty: 81209.359375
Iteration 112Q: 24 clusters Score -1.583689e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 7033 members 
Mstep: Class 3 contains 33336 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 66759 members 
Mstep: Class 8 contains 197265 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 126201 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306525 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33412 members 
Mstep: Class 19 contains 405252 members 
Mstep: Class 21 contains 24852 members 
Mstep: Class 22 contains 232439 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368656.000000 Penalty: 81209.359375
Iteration 113Q: 24 clusters Score -1.583687e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 33350 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5898 members 
Mstep: Class 7 contains 66770 members 
Mstep: Class 8 contains 197494 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 125978 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306528 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33405 members 
Mstep: Class 19 contains 405248 members 
Mstep: Class 21 contains 24848 members 
Mstep: Class 22 contains 232405 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368592.000000 Penalty: 81209.359375
Iteration 114Q: 24 clusters Score -1.583686e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 33367 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5902 members 
Mstep: Class 7 contains 66780 members 
Mstep: Class 8 contains 197694 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 125778 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306518 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33402 members 
Mstep: Class 19 contains 405244 members 
Mstep: Class 21 contains 24847 members 
Mstep: Class 22 contains 232385 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368432.000000 Penalty: 81209.359375
Iteration 115Q: 24 clusters Score -1.583684e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 33381 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5905 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 197910 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 125523 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306530 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33397 members 
Mstep: Class 19 contains 405274 members 
Mstep: Class 21 contains 24836 members 
Mstep: Class 22 contains 232374 members 
Mstep: Class 23 contains 6924 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368528.000000 Penalty: 81209.359375
Iteration 116Q: 24 clusters Score -1.583685e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 33396 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5906 members 
Mstep: Class 7 contains 66795 members 
Mstep: Class 8 contains 198132 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 125273 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306544 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33388 members 
Mstep: Class 19 contains 405284 members 
Mstep: Class 21 contains 24833 members 
Mstep: Class 22 contains 232363 members 
Mstep: Class 23 contains 6919 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368512.000000 Penalty: 81209.359375
Iteration 117Q: 24 clusters Score -1.583685e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 33407 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 7 contains 66809 members 
Mstep: Class 8 contains 198365 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 125028 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306573 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33368 members 
Mstep: Class 19 contains 405284 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 232333 members 
Mstep: Class 23 contains 6916 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368816.000000 Penalty: 81209.359375
Iteration 118Q: 24 clusters Score -1.583688e+08 nChanged 627
Entering ConstructFrom: 
Score: -158368816.000000 Penalty: 81209.359375
Entering ConstructFrom: 
Trying to split cluster 1 (57227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Entering Unmasked Estep 
Score: -5835089.500000 Penalty: 2716.785889
	Iteration 0F: 2 clusters Score -5835090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5796713.000000 Penalty: 5433.571777
	Iteration 0F: 3 clusters Score -5796713 nChanged 26551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5811418.500000 Penalty: 5433.571777
	Iteration 1F: 3 clusters Score -5811418 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5811954.500000 Penalty: 5433.571777
	Iteration 2Q: 3 clusters Score -5811954 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -5812581.500000 Penalty: 5433.571777
	Iteration 3Q: 3 clusters Score -5812582 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5813442.000000 Penalty: 5433.571777
	Iteration 4Q: 3 clusters Score -5813442 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -5814833.500000 Penalty: 5433.571777
	Iteration 5Q: 3 clusters Score -5814834 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5817295.500000 Penalty: 5433.571777
	Iteration 6F: 3 clusters Score -5817296 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5821166.000000 Penalty: 5433.571777
	Iteration 7F: 3 clusters Score -5821166 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -5825965.500000 Penalty: 5433.571777
	Iteration 8F: 3 clusters Score -5825966 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -5829922.000000 Penalty: 5433.571777
	Iteration 9F: 3 clusters Score -5829922 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -5831816.000000 Penalty: 5433.571777
	Iteration 10Q: 3 clusters Score -5831816 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -5832456.000000 Penalty: 5433.571777
	Iteration 11Q: 3 clusters Score -5832456 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -5832589.500000 Penalty: 5433.571777
	Iteration 12Q: 3 clusters Score -5832590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -5832636.000000 Penalty: 5433.571777
	Iteration 13Q: 3 clusters Score -5832636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -5832672.000000 Penalty: 5433.571777
	Iteration 14Q: 3 clusters Score -5832672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -5832699.500000 Penalty: 5433.571777
	Iteration 15Q: 3 clusters Score -5832700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -5832708.000000 Penalty: 5433.571777
	Iteration 16Q: 3 clusters Score -5832708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -5832722.500000 Penalty: 5433.571777
	Iteration 17Q: 3 clusters Score -5832722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -5832725.000000 Penalty: 5433.571777
	Iteration 18Q: 3 clusters Score -5832725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -5832721.500000 Penalty: 5433.571777
	Iteration 19Q: 3 clusters Score -5832722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -5832721.500000 Penalty: 5433.571777
	Iteration 20F: 3 clusters Score -5832722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -759910.500000 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -759910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -754052.875000 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -754052.9 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -755629.312500 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -755629.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -755849.562500 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -755849.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -755983.375000 Penalty: 4395.370117
	Iteration 3Q: 3 clusters Score -755983.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -756073.937500 Penalty: 4395.370117
	Iteration 4Q: 3 clusters Score -756073.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -756134.500000 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -756134.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -756179.500000 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -756179.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -756213.750000 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -756213.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -756231.625000 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -756231.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -756250.687500 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -756250.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -756272.875000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -756272.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -756293.125000 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -756293.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -756312.750000 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -756312.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -756327.500000 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -756327.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -756342.500000 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -756342.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -756356.000000 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -756356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -756370.125000 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -756370.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -756382.375000 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -756382.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -756397.500000 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -756397.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -756417.562500 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -756417.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -756435.312500 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -756435.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -756453.625000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -756453.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -756475.625000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -756475.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -756492.687500 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -756492.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -756511.750000 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -756511.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -756525.375000 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -756525.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -756541.562500 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -756541.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -756558.375000 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -756558.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -756575.500000 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -756575.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -756595.812500 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -756595.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -756610.062500 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -756610.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -756640.625000 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -756640.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -756683.375000 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -756683.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -756746.687500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -756746.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -756815.687500 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -756815.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -756884.750000 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -756884.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -756979.250000 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -756979.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -757098.000000 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -757098 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -757202.500000 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -757202.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -757319.750000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -757319.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -757433.687500 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -757433.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -757535.437500 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -757535.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -757621.750000 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -757621.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -757699.875000 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -757699.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -757749.625000 Penalty: 4395.370117
	Iteration 44Q: 3 clusters Score -757749.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -757793.812500 Penalty: 4395.370117
	Iteration 45Q: 3 clusters Score -757793.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -757826.000000 Penalty: 4395.370117
	Iteration 46Q: 3 clusters Score -757826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -757855.062500 Penalty: 4395.370117
	Iteration 47Q: 3 clusters Score -757855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -757882.562500 Penalty: 4395.370117
	Iteration 48Q: 3 clusters Score -757882.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -757901.187500 Penalty: 4395.370117
	Iteration 49Q: 3 clusters Score -757901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -757918.062500 Penalty: 4395.370117
	Iteration 50Q: 3 clusters Score -757918.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -757929.000000 Penalty: 4395.370117
	Iteration 51Q: 3 clusters Score -757929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -757936.437500 Penalty: 4395.370117
	Iteration 52Q: 3 clusters Score -757936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -757946.625000 Penalty: 4395.370117
	Iteration 53Q: 3 clusters Score -757946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -757956.750000 Penalty: 4395.370117
	Iteration 54Q: 3 clusters Score -757956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -757964.437500 Penalty: 4395.370117
	Iteration 55Q: 3 clusters Score -757964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -757967.312500 Penalty: 4395.370117
	Iteration 56Q: 3 clusters Score -757967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -757976.875000 Penalty: 4395.370117
	Iteration 57Q: 3 clusters Score -757976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -757983.312500 Penalty: 4395.370117
	Iteration 58Q: 3 clusters Score -757983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -757988.000000 Penalty: 4395.370117
	Iteration 59Q: 3 clusters Score -757988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -757990.875000 Penalty: 4395.370117
	Iteration 60F: 3 clusters Score -757990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -757993.625000 Penalty: 4395.370117
	Iteration 61Q: 3 clusters Score -757993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -757997.687500 Penalty: 4395.370117
	Iteration 62Q: 3 clusters Score -757997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -757999.437500 Penalty: 4395.370117
	Iteration 63Q: 3 clusters Score -757999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -758000.125000 Penalty: 4395.370117
	Iteration 64Q: 3 clusters Score -758000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -757999.750000 Penalty: 4395.370117
	Iteration 65Q: 3 clusters Score -757999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -758002.187500 Penalty: 4395.370117
	Iteration 66Q: 3 clusters Score -758002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -758002.187500 Penalty: 4395.370117
	Iteration 67F: 3 clusters Score -758002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Entering Unmasked Estep 
Score: -3604008.500000 Penalty: 2583.319336
	Iteration 0F: 2 clusters Score -3604008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3581298.500000 Penalty: 5166.638672
	Iteration 0F: 3 clusters Score -3581298 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3589429.250000 Penalty: 5166.638672
	Iteration 1F: 3 clusters Score -3589429 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3589913.500000 Penalty: 5166.638672
	Iteration 2Q: 3 clusters Score -3589914 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3590366.750000 Penalty: 5166.638672
	Iteration 3Q: 3 clusters Score -3590367 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3590913.250000 Penalty: 5166.638672
	Iteration 4Q: 3 clusters Score -3590913 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3591464.000000 Penalty: 5166.638672
	Iteration 5Q: 3 clusters Score -3591464 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3592238.000000 Penalty: 5166.638672
	Iteration 6Q: 3 clusters Score -3592238 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3593229.250000 Penalty: 5166.638672
	Iteration 7F: 3 clusters Score -3593229 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3594485.250000 Penalty: 5166.638672
	Iteration 8F: 3 clusters Score -3594485 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3596023.500000 Penalty: 5166.638672
	Iteration 9F: 3 clusters Score -3596024 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3597601.750000 Penalty: 5166.638672
	Iteration 10F: 3 clusters Score -3597602 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3598911.000000 Penalty: 5166.638672
	Iteration 11F: 3 clusters Score -3598911 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3599665.250000 Penalty: 5166.638672
	Iteration 12Q: 3 clusters Score -3599665 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3600065.250000 Penalty: 5166.638672
	Iteration 13Q: 3 clusters Score -3600065 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3600319.250000 Penalty: 5166.638672
	Iteration 14Q: 3 clusters Score -3600319 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3600522.000000 Penalty: 5166.638672
	Iteration 15Q: 3 clusters Score -3600522 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3600674.250000 Penalty: 5166.638672
	Iteration 16Q: 3 clusters Score -3600674 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3600788.000000 Penalty: 5166.638672
	Iteration 17Q: 3 clusters Score -3600788 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3600876.750000 Penalty: 5166.638672
	Iteration 18Q: 3 clusters Score -3600877 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3600952.250000 Penalty: 5166.638672
	Iteration 19Q: 3 clusters Score -3600952 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3601033.000000 Penalty: 5166.638672
	Iteration 20F: 3 clusters Score -3601033 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3601107.000000 Penalty: 5166.638672
	Iteration 21Q: 3 clusters Score -3601107 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3601170.500000 Penalty: 5166.638672
	Iteration 22Q: 3 clusters Score -3601170 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3601227.500000 Penalty: 5166.638672
	Iteration 23Q: 3 clusters Score -3601228 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3601305.500000 Penalty: 5166.638672
	Iteration 24Q: 3 clusters Score -3601306 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3601378.250000 Penalty: 5166.638672
	Iteration 25Q: 3 clusters Score -3601378 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3601427.500000 Penalty: 5166.638672
	Iteration 26Q: 3 clusters Score -3601428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3601494.250000 Penalty: 5166.638672
	Iteration 27Q: 3 clusters Score -3601494 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3601532.750000 Penalty: 5166.638672
	Iteration 28Q: 3 clusters Score -3601533 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3601567.750000 Penalty: 5166.638672
	Iteration 29Q: 3 clusters Score -3601568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3601614.250000 Penalty: 5166.638672
	Iteration 30Q: 3 clusters Score -3601614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3601636.000000 Penalty: 5166.638672
	Iteration 31Q: 3 clusters Score -3601636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3601675.250000 Penalty: 5166.638672
	Iteration 32Q: 3 clusters Score -3601675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3601721.750000 Penalty: 5166.638672
	Iteration 33Q: 3 clusters Score -3601722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3601743.000000 Penalty: 5166.638672
	Iteration 34Q: 3 clusters Score -3601743 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3601765.750000 Penalty: 5166.638672
	Iteration 35Q: 3 clusters Score -3601766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3601802.000000 Penalty: 5166.638672
	Iteration 36Q: 3 clusters Score -3601802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3601816.000000 Penalty: 5166.638672
	Iteration 37Q: 3 clusters Score -3601816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3601828.000000 Penalty: 5166.638672
	Iteration 38Q: 3 clusters Score -3601828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3601858.500000 Penalty: 5166.638672
	Iteration 39Q: 3 clusters Score -3601858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3601877.000000 Penalty: 5166.638672
	Iteration 40F: 3 clusters Score -3601877 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3601891.000000 Penalty: 5166.638672
	Iteration 41Q: 3 clusters Score -3601891 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3601918.750000 Penalty: 5166.638672
	Iteration 42Q: 3 clusters Score -3601919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3601933.500000 Penalty: 5166.638672
	Iteration 43Q: 3 clusters Score -3601934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3601967.750000 Penalty: 5166.638672
	Iteration 44Q: 3 clusters Score -3601968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3602007.250000 Penalty: 5166.638672
	Iteration 45Q: 3 clusters Score -3602007 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3602035.000000 Penalty: 5166.638672
	Iteration 46Q: 3 clusters Score -3602035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3602054.000000 Penalty: 5166.638672
	Iteration 47Q: 3 clusters Score -3602054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3602083.500000 Penalty: 5166.638672
	Iteration 48Q: 3 clusters Score -3602084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3602124.750000 Penalty: 5166.638672
	Iteration 49Q: 3 clusters Score -3602125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3602141.250000 Penalty: 5166.638672
	Iteration 50Q: 3 clusters Score -3602141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3602164.250000 Penalty: 5166.638672
	Iteration 51Q: 3 clusters Score -3602164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3602187.750000 Penalty: 5166.638672
	Iteration 52Q: 3 clusters Score -3602188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3602195.250000 Penalty: 5166.638672
	Iteration 53Q: 3 clusters Score -3602195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3602207.250000 Penalty: 5166.638672
	Iteration 54Q: 3 clusters Score -3602207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3602233.000000 Penalty: 5166.638672
	Iteration 55Q: 3 clusters Score -3602233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3602231.000000 Penalty: 5166.638672
	Iteration 56Q: 3 clusters Score -3602231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3602242.000000 Penalty: 5166.638672
	Iteration 57Q: 3 clusters Score -3602242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3602247.250000 Penalty: 5166.638672
	Iteration 58Q: 3 clusters Score -3602247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3602250.750000 Penalty: 5166.638672
	Iteration 59Q: 3 clusters Score -3602251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3602253.750000 Penalty: 5166.638672
	Iteration 60F: 3 clusters Score -3602254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3602254.250000 Penalty: 5166.638672
	Iteration 61Q: 3 clusters Score -3602254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3602261.500000 Penalty: 5166.638672
	Iteration 62Q: 3 clusters Score -3602262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3602265.750000 Penalty: 5166.638672
	Iteration 63Q: 3 clusters Score -3602266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3602265.750000 Penalty: 5166.638672
	Iteration 64Q: 3 clusters Score -3602266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3602264.500000 Penalty: 5166.638672
	Iteration 65Q: 3 clusters Score -3602264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3602267.000000 Penalty: 5166.638672
	Iteration 66Q: 3 clusters Score -3602267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3602269.000000 Penalty: 5166.638672
	Iteration 67Q: 3 clusters Score -3602269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3602270.500000 Penalty: 5166.638672
	Iteration 68Q: 3 clusters Score -3602270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3602269.250000 Penalty: 5166.638672
	Iteration 69Q: 3 clusters Score -3602269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3602269.250000 Penalty: 5166.638672
	Iteration 70F: 3 clusters Score -3602269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -236535.468750 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -236535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233650.875000 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -233650.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -234161.953125 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -234162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -234284.109375 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -234284.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234352.109375 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -234352.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234399.406250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -234399.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234438.453125 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -234438.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234476.781250 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -234476.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -234517.390625 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -234517.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -234562.140625 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -234562.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -234608.437500 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -234608.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234646.953125 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -234647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234670.218750 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -234670.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -234688.984375 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -234689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -234704.390625 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -234704.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -234724.062500 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -234724.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -234736.687500 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -234736.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -234750.312500 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -234750.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -234763.046875 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -234763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -234771.140625 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -234771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -234776.125000 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -234776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -234782.968750 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -234783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -234788.015625 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -234788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -234790.312500 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -234790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -234794.515625 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -234794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -234795.640625 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -234795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -234797.734375 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -234797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -234801.000000 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -234801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -234804.828125 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -234804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -234806.953125 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -234807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -234806.953125 Penalty: 3859.858887
	Iteration 29F: 3 clusters Score -234807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -235355.843750 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -235355.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -232541.140625 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -232541.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -233048.921875 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -233048.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233248.500000 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -233248.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -233403.343750 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -233403.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233545.421875 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -233545.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233640.703125 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -233640.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -233722.640625 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -233722.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -233810.296875 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -233810.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -233890.609375 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -233890.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -233964.546875 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -233964.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -234045.921875 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -234045.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -234114.921875 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -234114.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -234167.093750 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -234167.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -234207.968750 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -234208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -234244.078125 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -234244.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -234271.406250 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -234271.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -234298.828125 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -234298.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -234325.531250 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -234325.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -234349.656250 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -234349.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -234367.890625 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -234367.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -234406.265625 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -234406.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -234426.812500 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -234426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -234435.906250 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -234435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -234447.921875 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -234447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -234463.968750 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -234464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -234477.984375 Penalty: 3837.641357
	Iteration 25Q: 3 clusters Score -234478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -234495.375000 Penalty: 3837.641357
	Iteration 26Q: 3 clusters Score -234495.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -234511.828125 Penalty: 3837.641357
	Iteration 27Q: 3 clusters Score -234511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -234526.562500 Penalty: 3837.641357
	Iteration 28Q: 3 clusters Score -234526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -234539.953125 Penalty: 3837.641357
	Iteration 29Q: 3 clusters Score -234540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -234550.218750 Penalty: 3837.641357
	Iteration 30Q: 3 clusters Score -234550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -234564.625000 Penalty: 3837.641357
	Iteration 31Q: 3 clusters Score -234564.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -234583.171875 Penalty: 3837.641357
	Iteration 32Q: 3 clusters Score -234583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -234611.390625 Penalty: 3837.641357
	Iteration 33Q: 3 clusters Score -234611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -234653.015625 Penalty: 3837.641357
	Iteration 34Q: 3 clusters Score -234653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -234715.546875 Penalty: 3837.641357
	Iteration 35Q: 3 clusters Score -234715.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -234822.015625 Penalty: 3837.641357
	Iteration 36Q: 3 clusters Score -234822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -234925.734375 Penalty: 3837.641357
	Iteration 37Q: 3 clusters Score -234925.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -235017.156250 Penalty: 3837.641357
	Iteration 38Q: 3 clusters Score -235017.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -235062.656250 Penalty: 3837.641357
	Iteration 39Q: 3 clusters Score -235062.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -235082.640625 Penalty: 3837.641357
	Iteration 40F: 3 clusters Score -235082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -235086.093750 Penalty: 3837.641357
	Iteration 41Q: 3 clusters Score -235086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -235089.062500 Penalty: 3837.641357
	Iteration 42Q: 3 clusters Score -235089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -235092.187500 Penalty: 3837.641357
	Iteration 43Q: 3 clusters Score -235092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -235094.390625 Penalty: 3837.641357
	Iteration 44Q: 3 clusters Score -235094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -235095.515625 Penalty: 3837.641357
	Iteration 45Q: 3 clusters Score -235095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -235096.921875 Penalty: 3837.641357
	Iteration 46Q: 3 clusters Score -235096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -235096.921875 Penalty: 3837.641357
	Iteration 47F: 3 clusters Score -235096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -637948.437500 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -637948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -632941.812500 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -632941.8 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -634157.062500 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -634157.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -634366.812500 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -634366.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -634529.687500 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -634529.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -634662.250000 Penalty: 4307.295410
	Iteration 4Q: 3 clusters Score -634662.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -634760.750000 Penalty: 4307.295410
	Iteration 5Q: 3 clusters Score -634760.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -634861.625000 Penalty: 4307.295410
	Iteration 6Q: 3 clusters Score -634861.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -634957.750000 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -634957.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -635049.812500 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -635049.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -635153.875000 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -635153.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -635278.437500 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -635278.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -635414.500000 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -635414.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -635542.875000 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -635542.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -635669.750000 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -635669.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -635787.500000 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -635787.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -635912.187500 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -635912.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -636025.375000 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -636025.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -636107.187500 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -636107.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -636191.375000 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -636191.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -636256.625000 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -636256.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -636291.875000 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -636291.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -636320.750000 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -636320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -636334.687500 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -636334.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -636346.500000 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -636346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -636353.875000 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -636353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -636361.937500 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -636361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -636367.437500 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -636367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -636373.312500 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -636373.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -636376.937500 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -636376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -636380.562500 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -636380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -636383.250000 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -636383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -636386.062500 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -636386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -636388.187500 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -636388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -636390.812500 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -636390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -636390.812500 Penalty: 4307.295410
	Iteration 34F: 3 clusters Score -636390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Entering Unmasked Estep 
Score: -7202850.500000 Penalty: 2755.294189
	Iteration 0F: 2 clusters Score -7202850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7157983.500000 Penalty: 5510.588379
	Iteration 0F: 3 clusters Score -7157984 nChanged 31249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -7175568.000000 Penalty: 5510.588379
	Iteration 1F: 3 clusters Score -7175568 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -7176340.500000 Penalty: 5510.588379
	Iteration 2Q: 3 clusters Score -7176340 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -7177394.000000 Penalty: 5510.588379
	Iteration 3Q: 3 clusters Score -7177394 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -7178799.500000 Penalty: 5510.588379
	Iteration 4Q: 3 clusters Score -7178800 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7180333.500000 Penalty: 5510.588379
	Iteration 5Q: 3 clusters Score -7180334 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -7182052.500000 Penalty: 5510.588379
	Iteration 6F: 3 clusters Score -7182052 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -7183838.000000 Penalty: 5510.588379
	Iteration 7F: 3 clusters Score -7183838 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -7186018.500000 Penalty: 5510.588379
	Iteration 8F: 3 clusters Score -7186018 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -7188342.000000 Penalty: 5510.588379
	Iteration 9F: 3 clusters Score -7188342 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -7191067.500000 Penalty: 5510.588379
	Iteration 10F: 3 clusters Score -7191068 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7193864.000000 Penalty: 5510.588379
	Iteration 11F: 3 clusters Score -7193864 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7196341.500000 Penalty: 5510.588379
	Iteration 12Q: 3 clusters Score -7196342 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7198159.000000 Penalty: 5510.588379
	Iteration 13Q: 3 clusters Score -7198159 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7199147.000000 Penalty: 5510.588379
	Iteration 14Q: 3 clusters Score -7199147 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7199710.000000 Penalty: 5510.588379
	Iteration 15Q: 3 clusters Score -7199710 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7200011.000000 Penalty: 5510.588379
	Iteration 16Q: 3 clusters Score -7200011 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7200191.000000 Penalty: 5510.588379
	Iteration 17Q: 3 clusters Score -7200191 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7200293.500000 Penalty: 5510.588379
	Iteration 18Q: 3 clusters Score -7200294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7200329.500000 Penalty: 5510.588379
	Iteration 19Q: 3 clusters Score -7200330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7200358.000000 Penalty: 5510.588379
	Iteration 20F: 3 clusters Score -7200358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7200383.000000 Penalty: 5510.588379
	Iteration 21Q: 3 clusters Score -7200383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7200390.500000 Penalty: 5510.588379
	Iteration 22Q: 3 clusters Score -7200390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7200404.500000 Penalty: 5510.588379
	Iteration 23Q: 3 clusters Score -7200404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7200407.500000 Penalty: 5510.588379
	Iteration 24Q: 3 clusters Score -7200408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7200404.000000 Penalty: 5510.588379
	Iteration 25Q: 3 clusters Score -7200404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7200408.500000 Penalty: 5510.588379
	Iteration 26Q: 3 clusters Score -7200408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7200409.000000 Penalty: 5510.588379
	Iteration 27Q: 3 clusters Score -7200409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7200417.500000 Penalty: 5510.588379
	Iteration 28Q: 3 clusters Score -7200418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7200412.500000 Penalty: 5510.588379
	Iteration 29Q: 3 clusters Score -7200412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7200412.500000 Penalty: 5510.588379
	Iteration 30F: 3 clusters Score -7200412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (198581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198581 members 
Entering Unmasked Estep 
Score: -21164090.000000 Penalty: 3025.340332
	Iteration 0F: 2 clusters Score -2.116409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -21031764.000000 Penalty: 6050.680664
	Iteration 0F: 3 clusters Score -2.103176e+07 nChanged 95148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -21087734.000000 Penalty: 6050.680664
	Iteration 1F: 3 clusters Score -2.108773e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -21088740.000000 Penalty: 6050.680664
	Iteration 2Q: 3 clusters Score -2.108874e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -21090076.000000 Penalty: 6050.680664
	Iteration 3Q: 3 clusters Score -2.109008e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -21092074.000000 Penalty: 6050.680664
	Iteration 4Q: 3 clusters Score -2.109207e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -21095662.000000 Penalty: 6050.680664
	Iteration 5Q: 3 clusters Score -2.109566e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131058 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -21102352.000000 Penalty: 6050.680664
	Iteration 6F: 3 clusters Score -2.110235e+07 nChanged 14618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -21113316.000000 Penalty: 6050.680664
	Iteration 7F: 3 clusters Score -2.111332e+07 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -21127860.000000 Penalty: 6050.680664
	Iteration 8F: 3 clusters Score -2.112786e+07 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -21142452.000000 Penalty: 6050.680664
	Iteration 9F: 3 clusters Score -2.114245e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -21152964.000000 Penalty: 6050.680664
	Iteration 10F: 3 clusters Score -2.115296e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194974 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21158224.000000 Penalty: 6050.680664
	Iteration 11Q: 3 clusters Score -2.115822e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197169 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -21160102.000000 Penalty: 6050.680664
	Iteration 12Q: 3 clusters Score -2.11601e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21160768.000000 Penalty: 6050.680664
	Iteration 13Q: 3 clusters Score -2.116077e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198137 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21161020.000000 Penalty: 6050.680664
	Iteration 14Q: 3 clusters Score -2.116102e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198208 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21161128.000000 Penalty: 6050.680664
	Iteration 15Q: 3 clusters Score -2.116113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198246 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21161194.000000 Penalty: 6050.680664
	Iteration 16Q: 3 clusters Score -2.116119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198263 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21161250.000000 Penalty: 6050.680664
	Iteration 17Q: 3 clusters Score -2.116125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198264 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21161254.000000 Penalty: 6050.680664
	Iteration 18Q: 3 clusters Score -2.116125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21161296.000000 Penalty: 6050.680664
	Iteration 19Q: 3 clusters Score -2.11613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21161322.000000 Penalty: 6050.680664
	Iteration 20F: 3 clusters Score -2.116132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21161330.000000 Penalty: 6050.680664
	Iteration 21Q: 3 clusters Score -2.116133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21161346.000000 Penalty: 6050.680664
	Iteration 22Q: 3 clusters Score -2.116135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21161362.000000 Penalty: 6050.680664
	Iteration 23Q: 3 clusters Score -2.116136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21161348.000000 Penalty: 6050.680664
	Iteration 24Q: 3 clusters Score -2.116135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21161350.000000 Penalty: 6050.680664
	Iteration 25Q: 3 clusters Score -2.116135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21161346.000000 Penalty: 6050.680664
	Iteration 26Q: 3 clusters Score -2.116135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198285 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21161354.000000 Penalty: 6050.680664
	Iteration 27Q: 3 clusters Score -2.116135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21161358.000000 Penalty: 6050.680664
	Iteration 28Q: 3 clusters Score -2.116136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21161356.000000 Penalty: 6050.680664
	Iteration 29Q: 3 clusters Score -2.116136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198288 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21161366.000000 Penalty: 6050.680664
	Iteration 30Q: 3 clusters Score -2.116137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21161372.000000 Penalty: 6050.680664
	Iteration 31Q: 3 clusters Score -2.116137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198288 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21161368.000000 Penalty: 6050.680664
	Iteration 32Q: 3 clusters Score -2.116137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198289 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21161372.000000 Penalty: 6050.680664
	Iteration 33Q: 3 clusters Score -2.116137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198289 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21161372.000000 Penalty: 6050.680664
	Iteration 34F: 3 clusters Score -2.116137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18047.458984 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18047.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16911.271484 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -16911.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16959.503906 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -16959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16972.785156 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -16972.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16972.785156 Penalty: 2620.468994
	Iteration 3F: 3 clusters Score -16972.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -64125.871094 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -64125.87 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 370 members 
Entering Unmasked Estep 
Score: -62469.476562 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -62469.48 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63095.351562 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -63095.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63705.371094 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -63705.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64250.496094 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -64250.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64641.289062 Penalty: 3282.894531
	Iteration 4F: 3 clusters Score -64641.29 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64932.804688 Penalty: 3282.894531
	Iteration 5F: 3 clusters Score -64932.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65229.367188 Penalty: 3282.894531
	Iteration 6F: 3 clusters Score -65229.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65382.593750 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -65382.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -65473.691406 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -65473.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -65485.183594 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -65485.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -65495.105469 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -65495.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -65499.937500 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -65499.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -65504.781250 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -65504.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -65507.160156 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -65507.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -65507.160156 Penalty: 3282.894531
	Iteration 14F: 3 clusters Score -65507.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 66840 members 
Mstep: Class 8 contains 198581 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 124762 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306586 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 405297 members 
Mstep: Class 20 contains 110 members 
Mstep: Class 21 contains 24831 members 
Mstep: Class 22 contains 232336 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
Score: -158368800.000000 Penalty: 84740.203125
Splitting cluster 10 changes total score from -158368816.000000 to -158368800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (124762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Entering Unmasked Estep 
Score: -13338908.000000 Penalty: 2910.072510
	Iteration 0F: 2 clusters Score -1.333891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -13255584.000000 Penalty: 5820.145020
	Iteration 0F: 3 clusters Score -1.325558e+07 nChanged 59169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -13289813.000000 Penalty: 5820.145020
	Iteration 1F: 3 clusters Score -1.328981e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -13291007.000000 Penalty: 5820.145020
	Iteration 2Q: 3 clusters Score -1.329101e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -13292560.000000 Penalty: 5820.145020
	Iteration 3Q: 3 clusters Score -1.329256e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -13295070.000000 Penalty: 5820.145020
	Iteration 4Q: 3 clusters Score -1.329507e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -13298746.000000 Penalty: 5820.145020
	Iteration 5F: 3 clusters Score -1.329875e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -13303887.000000 Penalty: 5820.145020
	Iteration 6F: 3 clusters Score -1.330389e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -13309851.000000 Penalty: 5820.145020
	Iteration 7F: 3 clusters Score -1.330985e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -13315534.000000 Penalty: 5820.145020
	Iteration 8F: 3 clusters Score -1.331553e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -13318822.000000 Penalty: 5820.145020
	Iteration 9F: 3 clusters Score -1.331882e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -13320351.000000 Penalty: 5820.145020
	Iteration 10Q: 3 clusters Score -1.332035e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -13320896.000000 Penalty: 5820.145020
	Iteration 11Q: 3 clusters Score -1.33209e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -13321234.000000 Penalty: 5820.145020
	Iteration 12Q: 3 clusters Score -1.332123e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -13321539.000000 Penalty: 5820.145020
	Iteration 13Q: 3 clusters Score -1.332154e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -13321833.000000 Penalty: 5820.145020
	Iteration 14Q: 3 clusters Score -1.332183e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -13322173.000000 Penalty: 5820.145020
	Iteration 15Q: 3 clusters Score -1.332217e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -13322522.000000 Penalty: 5820.145020
	Iteration 16Q: 3 clusters Score -1.332252e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -13322932.000000 Penalty: 5820.145020
	Iteration 17Q: 3 clusters Score -1.332293e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -13323319.000000 Penalty: 5820.145020
	Iteration 18Q: 3 clusters Score -1.332332e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -13323775.000000 Penalty: 5820.145020
	Iteration 19Q: 3 clusters Score -1.332378e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -13324261.000000 Penalty: 5820.145020
	Iteration 20F: 3 clusters Score -1.332426e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -13324853.000000 Penalty: 5820.145020
	Iteration 21Q: 3 clusters Score -1.332485e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -13325343.000000 Penalty: 5820.145020
	Iteration 22Q: 3 clusters Score -1.332534e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -13325869.000000 Penalty: 5820.145020
	Iteration 23Q: 3 clusters Score -1.332587e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -13326370.000000 Penalty: 5820.145020
	Iteration 24Q: 3 clusters Score -1.332637e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -13326906.000000 Penalty: 5820.145020
	Iteration 25Q: 3 clusters Score -1.332691e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -13327491.000000 Penalty: 5820.145020
	Iteration 26Q: 3 clusters Score -1.332749e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -13328030.000000 Penalty: 5820.145020
	Iteration 27Q: 3 clusters Score -1.332803e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -13328614.000000 Penalty: 5820.145020
	Iteration 28Q: 3 clusters Score -1.332861e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -13329136.000000 Penalty: 5820.145020
	Iteration 29Q: 3 clusters Score -1.332914e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -13329737.000000 Penalty: 5820.145020
	Iteration 30Q: 3 clusters Score -1.332974e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -13330273.000000 Penalty: 5820.145020
	Iteration 31Q: 3 clusters Score -1.333027e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -13330877.000000 Penalty: 5820.145020
	Iteration 32Q: 3 clusters Score -1.333088e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -13331452.000000 Penalty: 5820.145020
	Iteration 33Q: 3 clusters Score -1.333145e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -13331988.000000 Penalty: 5820.145020
	Iteration 34Q: 3 clusters Score -1.333199e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -13332486.000000 Penalty: 5820.145020
	Iteration 35Q: 3 clusters Score -1.333249e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -13332935.000000 Penalty: 5820.145020
	Iteration 36Q: 3 clusters Score -1.333294e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -13333417.000000 Penalty: 5820.145020
	Iteration 37Q: 3 clusters Score -1.333342e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -13333861.000000 Penalty: 5820.145020
	Iteration 38Q: 3 clusters Score -1.333386e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114260 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -13334286.000000 Penalty: 5820.145020
	Iteration 39Q: 3 clusters Score -1.333429e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115298 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -13334696.000000 Penalty: 5820.145020
	Iteration 40F: 3 clusters Score -1.33347e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -13335080.000000 Penalty: 5820.145020
	Iteration 41Q: 3 clusters Score -1.333508e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -13335266.000000 Penalty: 5820.145020
	Iteration 42Q: 3 clusters Score -1.333527e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -13335506.000000 Penalty: 5820.145020
	Iteration 43Q: 3 clusters Score -1.333551e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118458 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -13335691.000000 Penalty: 5820.145020
	Iteration 44Q: 3 clusters Score -1.333569e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -13335867.000000 Penalty: 5820.145020
	Iteration 45Q: 3 clusters Score -1.333587e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -13336001.000000 Penalty: 5820.145020
	Iteration 46Q: 3 clusters Score -1.3336e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -13336141.000000 Penalty: 5820.145020
	Iteration 47Q: 3 clusters Score -1.333614e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120248 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -13336253.000000 Penalty: 5820.145020
	Iteration 48Q: 3 clusters Score -1.333625e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -13336361.000000 Penalty: 5820.145020
	Iteration 49Q: 3 clusters Score -1.333636e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -13336450.000000 Penalty: 5820.145020
	Iteration 50Q: 3 clusters Score -1.333645e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -13336553.000000 Penalty: 5820.145020
	Iteration 51Q: 3 clusters Score -1.333655e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121224 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -13336653.000000 Penalty: 5820.145020
	Iteration 52Q: 3 clusters Score -1.333665e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -13336675.000000 Penalty: 5820.145020
	Iteration 53Q: 3 clusters Score -1.333668e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -13336735.000000 Penalty: 5820.145020
	Iteration 54Q: 3 clusters Score -1.333674e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121568 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -13336759.000000 Penalty: 5820.145020
	Iteration 55Q: 3 clusters Score -1.333676e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -13336764.000000 Penalty: 5820.145020
	Iteration 56Q: 3 clusters Score -1.333676e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -13336805.000000 Penalty: 5820.145020
	Iteration 57Q: 3 clusters Score -1.33368e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -13336818.000000 Penalty: 5820.145020
	Iteration 58Q: 3 clusters Score -1.333682e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13336835.000000 Penalty: 5820.145020
	Iteration 59Q: 3 clusters Score -1.333684e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -13336864.000000 Penalty: 5820.145020
	Iteration 60F: 3 clusters Score -1.333686e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122042 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -13336882.000000 Penalty: 5820.145020
	Iteration 61Q: 3 clusters Score -1.333688e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122087 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -13336898.000000 Penalty: 5820.145020
	Iteration 62Q: 3 clusters Score -1.33369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -13336902.000000 Penalty: 5820.145020
	Iteration 63Q: 3 clusters Score -1.33369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122147 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13336904.000000 Penalty: 5820.145020
	Iteration 64Q: 3 clusters Score -1.33369e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -13336910.000000 Penalty: 5820.145020
	Iteration 65Q: 3 clusters Score -1.333691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122207 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -13336924.000000 Penalty: 5820.145020
	Iteration 66Q: 3 clusters Score -1.333692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13336930.000000 Penalty: 5820.145020
	Iteration 67Q: 3 clusters Score -1.333693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -13336933.000000 Penalty: 5820.145020
	Iteration 68Q: 3 clusters Score -1.333693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13336931.000000 Penalty: 5820.145020
	Iteration 69Q: 3 clusters Score -1.333693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -13336937.000000 Penalty: 5820.145020
	Iteration 70Q: 3 clusters Score -1.333694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13336933.000000 Penalty: 5820.145020
	Iteration 71Q: 3 clusters Score -1.333693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122262 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -13336948.000000 Penalty: 5820.145020
	Iteration 72Q: 3 clusters Score -1.333695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122266 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13336938.000000 Penalty: 5820.145020
	Iteration 73Q: 3 clusters Score -1.333694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13336930.000000 Penalty: 5820.145020
	Iteration 74Q: 3 clusters Score -1.333693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13336933.000000 Penalty: 5820.145020
	Iteration 75Q: 3 clusters Score -1.333693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13336933.000000 Penalty: 5820.145020
	Iteration 76F: 3 clusters Score -1.333693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -126708.031250 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -126708 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 775 members 
Entering Unmasked Estep 
Score: -124495.460938 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -124495.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125208.468750 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -125208.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125815.445312 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -125815.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126500.890625 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -126500.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127007.281250 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -127007.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127250.195312 Penalty: 3606.765137
	Iteration 5F: 3 clusters Score -127250.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -127372.140625 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -127372.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -127497.500000 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -127497.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127577.773438 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -127577.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -127637.906250 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -127637.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127720.617188 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -127720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -127800.984375 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -127801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127875.867188 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -127875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127886.914062 Penalty: 3606.765137
	Iteration 13Q: 3 clusters Score -127886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -127910.328125 Penalty: 3606.765137
	Iteration 14Q: 3 clusters Score -127910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127929.609375 Penalty: 3606.765137
	Iteration 15Q: 3 clusters Score -127929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127951.820312 Penalty: 3606.765137
	Iteration 16Q: 3 clusters Score -127951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -127977.687500 Penalty: 3606.765137
	Iteration 17Q: 3 clusters Score -127977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -127998.554688 Penalty: 3606.765137
	Iteration 18Q: 3 clusters Score -127998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -128001.796875 Penalty: 3606.765137
	Iteration 19Q: 3 clusters Score -128001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -128003.414062 Penalty: 3606.765137
	Iteration 20F: 3 clusters Score -128003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 66840 members 
Mstep: Class 8 contains 198581 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 124762 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306586 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 405297 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 24831 members 
Mstep: Class 22 contains 232336 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
Score: -158367920.000000 Penalty: 84740.203125
Splitting cluster 12 changes total score from -158368816.000000 to -158367920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -378925.281250 Penalty: 2072.774658
	Iteration 0F: 2 clusters Score -378925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -374886.687500 Penalty: 4145.549316
	Iteration 0F: 3 clusters Score -374886.7 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -375929.906250 Penalty: 4145.549316
	Iteration 1F: 3 clusters Score -375929.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -376200.843750 Penalty: 4145.549316
	Iteration 2F: 3 clusters Score -376200.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -376386.375000 Penalty: 4145.549316
	Iteration 3F: 3 clusters Score -376386.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -376525.562500 Penalty: 4145.549316
	Iteration 4Q: 3 clusters Score -376525.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -376628.437500 Penalty: 4145.549316
	Iteration 5Q: 3 clusters Score -376628.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -376707.687500 Penalty: 4145.549316
	Iteration 6Q: 3 clusters Score -376707.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -376768.062500 Penalty: 4145.549316
	Iteration 7Q: 3 clusters Score -376768.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -376824.312500 Penalty: 4145.549316
	Iteration 8Q: 3 clusters Score -376824.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -376861.187500 Penalty: 4145.549316
	Iteration 9Q: 3 clusters Score -376861.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -376895.531250 Penalty: 4145.549316
	Iteration 10Q: 3 clusters Score -376895.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -376919.625000 Penalty: 4145.549316
	Iteration 11Q: 3 clusters Score -376919.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -376941.906250 Penalty: 4145.549316
	Iteration 12Q: 3 clusters Score -376941.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -376965.437500 Penalty: 4145.549316
	Iteration 13Q: 3 clusters Score -376965.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -376985.031250 Penalty: 4145.549316
	Iteration 14Q: 3 clusters Score -376985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -376999.218750 Penalty: 4145.549316
	Iteration 15Q: 3 clusters Score -376999.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -377011.625000 Penalty: 4145.549316
	Iteration 16Q: 3 clusters Score -377011.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -377022.218750 Penalty: 4145.549316
	Iteration 17Q: 3 clusters Score -377022.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -377034.125000 Penalty: 4145.549316
	Iteration 18Q: 3 clusters Score -377034.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -377050.687500 Penalty: 4145.549316
	Iteration 19Q: 3 clusters Score -377050.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -377072.343750 Penalty: 4145.549316
	Iteration 20F: 3 clusters Score -377072.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -377083.500000 Penalty: 4145.549316
	Iteration 21Q: 3 clusters Score -377083.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -377090.843750 Penalty: 4145.549316
	Iteration 22Q: 3 clusters Score -377090.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -377099.312500 Penalty: 4145.549316
	Iteration 23Q: 3 clusters Score -377099.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -377106.031250 Penalty: 4145.549316
	Iteration 24Q: 3 clusters Score -377106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -377121.000000 Penalty: 4145.549316
	Iteration 25Q: 3 clusters Score -377121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -377138.062500 Penalty: 4145.549316
	Iteration 26Q: 3 clusters Score -377138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -377159.875000 Penalty: 4145.549316
	Iteration 27Q: 3 clusters Score -377159.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -377180.406250 Penalty: 4145.549316
	Iteration 28Q: 3 clusters Score -377180.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -377195.812500 Penalty: 4145.549316
	Iteration 29Q: 3 clusters Score -377195.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -377207.062500 Penalty: 4145.549316
	Iteration 30Q: 3 clusters Score -377207.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -377216.625000 Penalty: 4145.549316
	Iteration 31Q: 3 clusters Score -377216.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -377223.125000 Penalty: 4145.549316
	Iteration 32Q: 3 clusters Score -377223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -377226.968750 Penalty: 4145.549316
	Iteration 33Q: 3 clusters Score -377227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -377228.937500 Penalty: 4145.549316
	Iteration 34Q: 3 clusters Score -377228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -377232.906250 Penalty: 4145.549316
	Iteration 35Q: 3 clusters Score -377232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -377237.281250 Penalty: 4145.549316
	Iteration 36Q: 3 clusters Score -377237.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -377244.062500 Penalty: 4145.549316
	Iteration 37Q: 3 clusters Score -377244.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -377250.843750 Penalty: 4145.549316
	Iteration 38Q: 3 clusters Score -377250.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -377261.531250 Penalty: 4145.549316
	Iteration 39Q: 3 clusters Score -377261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -377268.625000 Penalty: 4145.549316
	Iteration 40F: 3 clusters Score -377268.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -377276.093750 Penalty: 4145.549316
	Iteration 41Q: 3 clusters Score -377276.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -377285.312500 Penalty: 4145.549316
	Iteration 42Q: 3 clusters Score -377285.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -377292.875000 Penalty: 4145.549316
	Iteration 43Q: 3 clusters Score -377292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -377300.750000 Penalty: 4145.549316
	Iteration 44Q: 3 clusters Score -377300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -377310.656250 Penalty: 4145.549316
	Iteration 45Q: 3 clusters Score -377310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -377316.093750 Penalty: 4145.549316
	Iteration 46Q: 3 clusters Score -377316.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -377322.968750 Penalty: 4145.549316
	Iteration 47Q: 3 clusters Score -377323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -377327.843750 Penalty: 4145.549316
	Iteration 48Q: 3 clusters Score -377327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -377330.750000 Penalty: 4145.549316
	Iteration 49Q: 3 clusters Score -377330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -377334.656250 Penalty: 4145.549316
	Iteration 50Q: 3 clusters Score -377334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -377335.281250 Penalty: 4145.549316
	Iteration 51Q: 3 clusters Score -377335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -377337.281250 Penalty: 4145.549316
	Iteration 52Q: 3 clusters Score -377337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -377338.187500 Penalty: 4145.549316
	Iteration 53Q: 3 clusters Score -377338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -377343.500000 Penalty: 4145.549316
	Iteration 54Q: 3 clusters Score -377343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -377348.843750 Penalty: 4145.549316
	Iteration 55Q: 3 clusters Score -377348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -377353.187500 Penalty: 4145.549316
	Iteration 56Q: 3 clusters Score -377353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -377357.375000 Penalty: 4145.549316
	Iteration 57Q: 3 clusters Score -377357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -377360.125000 Penalty: 4145.549316
	Iteration 58Q: 3 clusters Score -377360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -377361.562500 Penalty: 4145.549316
	Iteration 59Q: 3 clusters Score -377361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -377362.531250 Penalty: 4145.549316
	Iteration 60F: 3 clusters Score -377362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -377364.718750 Penalty: 4145.549316
	Iteration 61Q: 3 clusters Score -377364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -377366.968750 Penalty: 4145.549316
	Iteration 62Q: 3 clusters Score -377367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -377370.062500 Penalty: 4145.549316
	Iteration 63Q: 3 clusters Score -377370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -377372.156250 Penalty: 4145.549316
	Iteration 64Q: 3 clusters Score -377372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -377375.906250 Penalty: 4145.549316
	Iteration 65Q: 3 clusters Score -377375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -377378.531250 Penalty: 4145.549316
	Iteration 66Q: 3 clusters Score -377378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -377380.312500 Penalty: 4145.549316
	Iteration 67Q: 3 clusters Score -377380.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -377381.000000 Penalty: 4145.549316
	Iteration 68Q: 3 clusters Score -377381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -377382.062500 Penalty: 4145.549316
	Iteration 69Q: 3 clusters Score -377382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -377381.718750 Penalty: 4145.549316
	Iteration 70Q: 3 clusters Score -377381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -377381.718750 Penalty: 4145.549316
	Iteration 71F: 3 clusters Score -377381.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -47022.796875 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -47022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45499.828125 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -45499.83 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45723.746094 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -45723.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45801.851562 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -45801.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45822.421875 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -45822.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45831.308594 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -45831.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45837.203125 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -45837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45838.035156 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -45838.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45838.035156 Penalty: 3086.397705
	Iteration 7F: 3 clusters Score -45838.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (306586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306586 members 
Entering Unmasked Estep 
Score: -32541498.000000 Penalty: 3133.046875
	Iteration 0F: 2 clusters Score -3.25415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153343 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -32342240.000000 Penalty: 6266.093750
	Iteration 0F: 3 clusters Score -3.234224e+07 nChanged 148549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -32430414.000000 Penalty: 6266.093750
	Iteration 1F: 3 clusters Score -3.243041e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -32432390.000000 Penalty: 6266.093750
	Iteration 2Q: 3 clusters Score -3.243239e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Mstep: Class 2 contains 156582 members 
Entering Unmasked Estep 
Score: -32435336.000000 Penalty: 6266.093750
	Iteration 3Q: 3 clusters Score -3.243534e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 159042 members 
Entering Unmasked Estep 
Score: -32439918.000000 Penalty: 6266.093750
	Iteration 4Q: 3 clusters Score -3.243992e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -32447386.000000 Penalty: 6266.093750
	Iteration 5Q: 3 clusters Score -3.244739e+07 nChanged 18091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136855 members 
Mstep: Class 2 contains 169731 members 
Entering Unmasked Estep 
Score: -32457894.000000 Penalty: 6266.093750
	Iteration 6F: 3 clusters Score -3.245789e+07 nChanged 20684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -32471470.000000 Penalty: 6266.093750
	Iteration 7F: 3 clusters Score -3.247147e+07 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117573 members 
Mstep: Class 2 contains 189013 members 
Entering Unmasked Estep 
Score: -32487088.000000 Penalty: 6266.093750
	Iteration 8F: 3 clusters Score -3.248709e+07 nChanged 19050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -32500742.000000 Penalty: 6266.093750
	Iteration 9F: 3 clusters Score -3.250074e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 205994 members 
Entering Unmasked Estep 
Score: -32509446.000000 Penalty: 6266.093750
	Iteration 10Q: 3 clusters Score -3.250945e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -32513822.000000 Penalty: 6266.093750
	Iteration 11Q: 3 clusters Score -3.251382e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 218124 members 
Entering Unmasked Estep 
Score: -32516346.000000 Penalty: 6266.093750
	Iteration 12Q: 3 clusters Score -3.251635e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 223594 members 
Entering Unmasked Estep 
Score: -32518456.000000 Penalty: 6266.093750
	Iteration 13Q: 3 clusters Score -3.251846e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 228885 members 
Entering Unmasked Estep 
Score: -32520100.000000 Penalty: 6266.093750
	Iteration 14Q: 3 clusters Score -3.25201e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 233969 members 
Entering Unmasked Estep 
Score: -32521644.000000 Penalty: 6266.093750
	Iteration 15Q: 3 clusters Score -3.252164e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 238949 members 
Entering Unmasked Estep 
Score: -32523118.000000 Penalty: 6266.093750
	Iteration 16Q: 3 clusters Score -3.252312e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 243729 members 
Entering Unmasked Estep 
Score: -32524444.000000 Penalty: 6266.093750
	Iteration 17Q: 3 clusters Score -3.252444e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 248303 members 
Entering Unmasked Estep 
Score: -32525768.000000 Penalty: 6266.093750
	Iteration 18Q: 3 clusters Score -3.252577e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 252652 members 
Entering Unmasked Estep 
Score: -32527046.000000 Penalty: 6266.093750
	Iteration 19Q: 3 clusters Score -3.252705e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 256836 members 
Entering Unmasked Estep 
Score: -32528318.000000 Penalty: 6266.093750
	Iteration 20F: 3 clusters Score -3.252832e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 260777 members 
Entering Unmasked Estep 
Score: -32529446.000000 Penalty: 6266.093750
	Iteration 21Q: 3 clusters Score -3.252945e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 264539 members 
Entering Unmasked Estep 
Score: -32530426.000000 Penalty: 6266.093750
	Iteration 22Q: 3 clusters Score -3.253043e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 268089 members 
Entering Unmasked Estep 
Score: -32531382.000000 Penalty: 6266.093750
	Iteration 23Q: 3 clusters Score -3.253138e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 271471 members 
Entering Unmasked Estep 
Score: -32532280.000000 Penalty: 6266.093750
	Iteration 24Q: 3 clusters Score -3.253228e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 274773 members 
Entering Unmasked Estep 
Score: -32533242.000000 Penalty: 6266.093750
	Iteration 25Q: 3 clusters Score -3.253324e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 277849 members 
Entering Unmasked Estep 
Score: -32534208.000000 Penalty: 6266.093750
	Iteration 26Q: 3 clusters Score -3.253421e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 280692 members 
Entering Unmasked Estep 
Score: -32534936.000000 Penalty: 6266.093750
	Iteration 27Q: 3 clusters Score -3.253494e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 283264 members 
Entering Unmasked Estep 
Score: -32535606.000000 Penalty: 6266.093750
	Iteration 28Q: 3 clusters Score -3.253561e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 285640 members 
Entering Unmasked Estep 
Score: -32536322.000000 Penalty: 6266.093750
	Iteration 29Q: 3 clusters Score -3.253632e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 287825 members 
Entering Unmasked Estep 
Score: -32537070.000000 Penalty: 6266.093750
	Iteration 30Q: 3 clusters Score -3.253707e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 289808 members 
Entering Unmasked Estep 
Score: -32537604.000000 Penalty: 6266.093750
	Iteration 31Q: 3 clusters Score -3.25376e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 291527 members 
Entering Unmasked Estep 
Score: -32538088.000000 Penalty: 6266.093750
	Iteration 32Q: 3 clusters Score -3.253809e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 293047 members 
Entering Unmasked Estep 
Score: -32538586.000000 Penalty: 6266.093750
	Iteration 33Q: 3 clusters Score -3.253859e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 294326 members 
Entering Unmasked Estep 
Score: -32538964.000000 Penalty: 6266.093750
	Iteration 34Q: 3 clusters Score -3.253896e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 295469 members 
Entering Unmasked Estep 
Score: -32539162.000000 Penalty: 6266.093750
	Iteration 35Q: 3 clusters Score -3.253916e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 296421 members 
Entering Unmasked Estep 
Score: -32539300.000000 Penalty: 6266.093750
	Iteration 36Q: 3 clusters Score -3.25393e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 297262 members 
Entering Unmasked Estep 
Score: -32539534.000000 Penalty: 6266.093750
	Iteration 37Q: 3 clusters Score -3.253953e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 298002 members 
Entering Unmasked Estep 
Score: -32539610.000000 Penalty: 6266.093750
	Iteration 38Q: 3 clusters Score -3.253961e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 298644 members 
Entering Unmasked Estep 
Score: -32539706.000000 Penalty: 6266.093750
	Iteration 39Q: 3 clusters Score -3.253971e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 299171 members 
Entering Unmasked Estep 
Score: -32539850.000000 Penalty: 6266.093750
	Iteration 40F: 3 clusters Score -3.253985e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 299629 members 
Entering Unmasked Estep 
Score: -32539908.000000 Penalty: 6266.093750
	Iteration 41Q: 3 clusters Score -3.253991e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 300077 members 
Entering Unmasked Estep 
Score: -32540024.000000 Penalty: 6266.093750
	Iteration 42Q: 3 clusters Score -3.254002e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 300453 members 
Entering Unmasked Estep 
Score: -32540134.000000 Penalty: 6266.093750
	Iteration 43Q: 3 clusters Score -3.254013e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 300769 members 
Entering Unmasked Estep 
Score: -32540090.000000 Penalty: 6266.093750
	Iteration 44Q: 3 clusters Score -3.254009e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 301053 members 
Entering Unmasked Estep 
Score: -32540078.000000 Penalty: 6266.093750
	Iteration 45Q: 3 clusters Score -3.254008e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 301301 members 
Entering Unmasked Estep 
Score: -32540108.000000 Penalty: 6266.093750
	Iteration 46Q: 3 clusters Score -3.254011e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 301514 members 
Entering Unmasked Estep 
Score: -32540160.000000 Penalty: 6266.093750
	Iteration 47Q: 3 clusters Score -3.254016e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 301705 members 
Entering Unmasked Estep 
Score: -32540172.000000 Penalty: 6266.093750
	Iteration 48Q: 3 clusters Score -3.254017e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 301871 members 
Entering Unmasked Estep 
Score: -32540162.000000 Penalty: 6266.093750
	Iteration 49Q: 3 clusters Score -3.254016e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 301995 members 
Entering Unmasked Estep 
Score: -32540162.000000 Penalty: 6266.093750
	Iteration 50Q: 3 clusters Score -3.254016e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 302100 members 
Entering Unmasked Estep 
Score: -32540198.000000 Penalty: 6266.093750
	Iteration 51Q: 3 clusters Score -3.25402e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 302189 members 
Entering Unmasked Estep 
Score: -32540228.000000 Penalty: 6266.093750
	Iteration 52Q: 3 clusters Score -3.254023e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 302276 members 
Entering Unmasked Estep 
Score: -32540200.000000 Penalty: 6266.093750
	Iteration 53Q: 3 clusters Score -3.25402e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 302359 members 
Entering Unmasked Estep 
Score: -32540214.000000 Penalty: 6266.093750
	Iteration 54Q: 3 clusters Score -3.254021e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 302433 members 
Entering Unmasked Estep 
Score: -32540238.000000 Penalty: 6266.093750
	Iteration 55Q: 3 clusters Score -3.254024e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 302495 members 
Entering Unmasked Estep 
Score: -32540244.000000 Penalty: 6266.093750
	Iteration 56Q: 3 clusters Score -3.254024e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 302546 members 
Entering Unmasked Estep 
Score: -32540246.000000 Penalty: 6266.093750
	Iteration 57Q: 3 clusters Score -3.254025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 302590 members 
Entering Unmasked Estep 
Score: -32540270.000000 Penalty: 6266.093750
	Iteration 58Q: 3 clusters Score -3.254027e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 302634 members 
Entering Unmasked Estep 
Score: -32540284.000000 Penalty: 6266.093750
	Iteration 59Q: 3 clusters Score -3.254028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 302670 members 
Entering Unmasked Estep 
Score: -32540266.000000 Penalty: 6266.093750
	Iteration 60F: 3 clusters Score -3.254027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 302706 members 
Entering Unmasked Estep 
Score: -32540282.000000 Penalty: 6266.093750
	Iteration 61Q: 3 clusters Score -3.254028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 302743 members 
Entering Unmasked Estep 
Score: -32540296.000000 Penalty: 6266.093750
	Iteration 62Q: 3 clusters Score -3.25403e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 302778 members 
Entering Unmasked Estep 
Score: -32540306.000000 Penalty: 6266.093750
	Iteration 63Q: 3 clusters Score -3.254031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 302811 members 
Entering Unmasked Estep 
Score: -32540312.000000 Penalty: 6266.093750
	Iteration 64Q: 3 clusters Score -3.254031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 302839 members 
Entering Unmasked Estep 
Score: -32540324.000000 Penalty: 6266.093750
	Iteration 65Q: 3 clusters Score -3.254032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 302865 members 
Entering Unmasked Estep 
Score: -32540328.000000 Penalty: 6266.093750
	Iteration 66Q: 3 clusters Score -3.254033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 302891 members 
Entering Unmasked Estep 
Score: -32540336.000000 Penalty: 6266.093750
	Iteration 67Q: 3 clusters Score -3.254034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 302914 members 
Entering Unmasked Estep 
Score: -32540290.000000 Penalty: 6266.093750
	Iteration 68Q: 3 clusters Score -3.254029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 302937 members 
Entering Unmasked Estep 
Score: -32540310.000000 Penalty: 6266.093750
	Iteration 69Q: 3 clusters Score -3.254031e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 302960 members 
Entering Unmasked Estep 
Score: -32540324.000000 Penalty: 6266.093750
	Iteration 70Q: 3 clusters Score -3.254032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 302978 members 
Entering Unmasked Estep 
Score: -32540314.000000 Penalty: 6266.093750
	Iteration 71Q: 3 clusters Score -3.254031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 302992 members 
Entering Unmasked Estep 
Score: -32540320.000000 Penalty: 6266.093750
	Iteration 72Q: 3 clusters Score -3.254032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 303008 members 
Entering Unmasked Estep 
Score: -32540332.000000 Penalty: 6266.093750
	Iteration 73Q: 3 clusters Score -3.254033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 303024 members 
Entering Unmasked Estep 
Score: -32540338.000000 Penalty: 6266.093750
	Iteration 74Q: 3 clusters Score -3.254034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 303043 members 
Entering Unmasked Estep 
Score: -32540316.000000 Penalty: 6266.093750
	Iteration 75Q: 3 clusters Score -3.254032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 303060 members 
Entering Unmasked Estep 
Score: -32540318.000000 Penalty: 6266.093750
	Iteration 76Q: 3 clusters Score -3.254032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 303075 members 
Entering Unmasked Estep 
Score: -32540320.000000 Penalty: 6266.093750
	Iteration 77Q: 3 clusters Score -3.254032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 303081 members 
Entering Unmasked Estep 
Score: -32540326.000000 Penalty: 6266.093750
	Iteration 78Q: 3 clusters Score -3.254033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 303086 members 
Entering Unmasked Estep 
Score: -32540348.000000 Penalty: 6266.093750
	Iteration 79Q: 3 clusters Score -3.254035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 303093 members 
Entering Unmasked Estep 
Score: -32540326.000000 Penalty: 6266.093750
	Iteration 80F: 3 clusters Score -3.254033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 303099 members 
Entering Unmasked Estep 
Score: -32540338.000000 Penalty: 6266.093750
	Iteration 81Q: 3 clusters Score -3.254034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 303109 members 
Entering Unmasked Estep 
Score: -32540328.000000 Penalty: 6266.093750
	Iteration 82Q: 3 clusters Score -3.254033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 303116 members 
Entering Unmasked Estep 
Score: -32540332.000000 Penalty: 6266.093750
	Iteration 83Q: 3 clusters Score -3.254033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 303124 members 
Entering Unmasked Estep 
Score: -32540328.000000 Penalty: 6266.093750
	Iteration 84Q: 3 clusters Score -3.254033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 303132 members 
Entering Unmasked Estep 
Score: -32540310.000000 Penalty: 6266.093750
	Iteration 85Q: 3 clusters Score -3.254031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 303141 members 
Entering Unmasked Estep 
Score: -32540318.000000 Penalty: 6266.093750
	Iteration 86Q: 3 clusters Score -3.254032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 303149 members 
Entering Unmasked Estep 
Score: -32540312.000000 Penalty: 6266.093750
	Iteration 87Q: 3 clusters Score -3.254031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 303158 members 
Entering Unmasked Estep 
Score: -32540338.000000 Penalty: 6266.093750
	Iteration 88Q: 3 clusters Score -3.254034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 303163 members 
Entering Unmasked Estep 
Score: -32540322.000000 Penalty: 6266.093750
	Iteration 89Q: 3 clusters Score -3.254032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 303170 members 
Entering Unmasked Estep 
Score: -32540338.000000 Penalty: 6266.093750
	Iteration 90Q: 3 clusters Score -3.254034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 303181 members 
Entering Unmasked Estep 
Score: -32540330.000000 Penalty: 6266.093750
	Iteration 91Q: 3 clusters Score -3.254033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 303190 members 
Entering Unmasked Estep 
Score: -32540310.000000 Penalty: 6266.093750
	Iteration 92Q: 3 clusters Score -3.254031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 303196 members 
Entering Unmasked Estep 
Score: -32540300.000000 Penalty: 6266.093750
	Iteration 93Q: 3 clusters Score -3.25403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 303199 members 
Entering Unmasked Estep 
Score: -32540294.000000 Penalty: 6266.093750
	Iteration 94Q: 3 clusters Score -3.254029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 303202 members 
Entering Unmasked Estep 
Score: -32540296.000000 Penalty: 6266.093750
	Iteration 95Q: 3 clusters Score -3.25403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 303206 members 
Entering Unmasked Estep 
Score: -32540294.000000 Penalty: 6266.093750
	Iteration 96Q: 3 clusters Score -3.254029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 303207 members 
Entering Unmasked Estep 
Score: -32540290.000000 Penalty: 6266.093750
	Iteration 97Q: 3 clusters Score -3.254029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 303209 members 
Entering Unmasked Estep 
Score: -32540302.000000 Penalty: 6266.093750
	Iteration 98Q: 3 clusters Score -3.25403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 303210 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 99Q: 3 clusters Score -3.25403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 303211 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 100F: 3 clusters Score -3.25403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 303212 members 
Entering Unmasked Estep 
Score: -32540320.000000 Penalty: 6266.093750
	Iteration 101Q: 3 clusters Score -3.254032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 303214 members 
Entering Unmasked Estep 
Score: -32540300.000000 Penalty: 6266.093750
	Iteration 102Q: 3 clusters Score -3.25403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 303217 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 103Q: 3 clusters Score -3.25403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 303220 members 
Entering Unmasked Estep 
Score: -32540296.000000 Penalty: 6266.093750
	Iteration 104Q: 3 clusters Score -3.25403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 303221 members 
Entering Unmasked Estep 
Score: -32540308.000000 Penalty: 6266.093750
	Iteration 105Q: 3 clusters Score -3.254031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 303222 members 
Entering Unmasked Estep 
Score: -32540314.000000 Penalty: 6266.093750
	Iteration 106Q: 3 clusters Score -3.254031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 303223 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 107Q: 3 clusters Score -3.25403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 303225 members 
Entering Unmasked Estep 
Score: -32540312.000000 Penalty: 6266.093750
	Iteration 108Q: 3 clusters Score -3.254031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 303226 members 
Entering Unmasked Estep 
Score: -32540306.000000 Penalty: 6266.093750
	Iteration 109Q: 3 clusters Score -3.254031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 303228 members 
Entering Unmasked Estep 
Score: -32540312.000000 Penalty: 6266.093750
	Iteration 110Q: 3 clusters Score -3.254031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 303231 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 111Q: 3 clusters Score -3.25403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 303235 members 
Entering Unmasked Estep 
Score: -32540298.000000 Penalty: 6266.093750
	Iteration 112Q: 3 clusters Score -3.25403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 303240 members 
Entering Unmasked Estep 
Score: -32540316.000000 Penalty: 6266.093750
	Iteration 113Q: 3 clusters Score -3.254032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 303247 members 
Entering Unmasked Estep 
Score: -32540308.000000 Penalty: 6266.093750
	Iteration 114Q: 3 clusters Score -3.254031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 303250 members 
Entering Unmasked Estep 
Score: -32540310.000000 Penalty: 6266.093750
	Iteration 115Q: 3 clusters Score -3.254031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 303253 members 
Entering Unmasked Estep 
Score: -32540302.000000 Penalty: 6266.093750
	Iteration 116Q: 3 clusters Score -3.25403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 303256 members 
Entering Unmasked Estep 
Score: -32540310.000000 Penalty: 6266.093750
	Iteration 117Q: 3 clusters Score -3.254031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 303258 members 
Entering Unmasked Estep 
Score: -32540310.000000 Penalty: 6266.093750
	Iteration 118Q: 3 clusters Score -3.254031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 303259 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 119Q: 3 clusters Score -3.25403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 303260 members 
Entering Unmasked Estep 
Score: -32540304.000000 Penalty: 6266.093750
	Iteration 120F: 3 clusters Score -3.25403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -680396.937500 Penalty: 2187.643311
	Iteration 0F: 2 clusters Score -680396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -674845.562500 Penalty: 4375.286621
	Iteration 0F: 3 clusters Score -674845.6 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -676277.625000 Penalty: 4375.286621
	Iteration 1F: 3 clusters Score -676277.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -676524.312500 Penalty: 4375.286621
	Iteration 2F: 3 clusters Score -676524.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -676692.125000 Penalty: 4375.286621
	Iteration 3F: 3 clusters Score -676692.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -676832.500000 Penalty: 4375.286621
	Iteration 4Q: 3 clusters Score -676832.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -676946.062500 Penalty: 4375.286621
	Iteration 5Q: 3 clusters Score -676946.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -677050.062500 Penalty: 4375.286621
	Iteration 6Q: 3 clusters Score -677050.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -677162.875000 Penalty: 4375.286621
	Iteration 7Q: 3 clusters Score -677162.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -677266.250000 Penalty: 4375.286621
	Iteration 8Q: 3 clusters Score -677266.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -677387.375000 Penalty: 4375.286621
	Iteration 9Q: 3 clusters Score -677387.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -677491.937500 Penalty: 4375.286621
	Iteration 10Q: 3 clusters Score -677491.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -677629.437500 Penalty: 4375.286621
	Iteration 11Q: 3 clusters Score -677629.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -677769.875000 Penalty: 4375.286621
	Iteration 12Q: 3 clusters Score -677769.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -677886.000000 Penalty: 4375.286621
	Iteration 13Q: 3 clusters Score -677886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -677976.625000 Penalty: 4375.286621
	Iteration 14Q: 3 clusters Score -677976.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -678060.750000 Penalty: 4375.286621
	Iteration 15Q: 3 clusters Score -678060.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -678134.125000 Penalty: 4375.286621
	Iteration 16Q: 3 clusters Score -678134.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -678194.312500 Penalty: 4375.286621
	Iteration 17Q: 3 clusters Score -678194.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -678249.187500 Penalty: 4375.286621
	Iteration 18Q: 3 clusters Score -678249.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -678295.062500 Penalty: 4375.286621
	Iteration 19Q: 3 clusters Score -678295.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -678328.187500 Penalty: 4375.286621
	Iteration 20F: 3 clusters Score -678328.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -678359.750000 Penalty: 4375.286621
	Iteration 21Q: 3 clusters Score -678359.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -678402.937500 Penalty: 4375.286621
	Iteration 22Q: 3 clusters Score -678402.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -678434.812500 Penalty: 4375.286621
	Iteration 23Q: 3 clusters Score -678434.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -678464.125000 Penalty: 4375.286621
	Iteration 24Q: 3 clusters Score -678464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -678480.687500 Penalty: 4375.286621
	Iteration 25Q: 3 clusters Score -678480.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -678496.062500 Penalty: 4375.286621
	Iteration 26Q: 3 clusters Score -678496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -678505.062500 Penalty: 4375.286621
	Iteration 27Q: 3 clusters Score -678505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -678516.125000 Penalty: 4375.286621
	Iteration 28Q: 3 clusters Score -678516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -678524.937500 Penalty: 4375.286621
	Iteration 29Q: 3 clusters Score -678524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -678533.187500 Penalty: 4375.286621
	Iteration 30Q: 3 clusters Score -678533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -678539.875000 Penalty: 4375.286621
	Iteration 31Q: 3 clusters Score -678539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -678538.187500 Penalty: 4375.286621
	Iteration 32Q: 3 clusters Score -678538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -678545.437500 Penalty: 4375.286621
	Iteration 33Q: 3 clusters Score -678545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -678546.375000 Penalty: 4375.286621
	Iteration 34Q: 3 clusters Score -678546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -678546.750000 Penalty: 4375.286621
	Iteration 35Q: 3 clusters Score -678546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -678546.750000 Penalty: 4375.286621
	Iteration 36F: 3 clusters Score -678546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -57289.636719 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -57289.64 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 371 members 
Entering Unmasked Estep 
Score: -55588.843750 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -55588.84 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55875.203125 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -55875.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56032.187500 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -56032.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56159.824219 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -56159.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56262.785156 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -56262.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56365.898438 Penalty: 3239.315186
	Iteration 5F: 3 clusters Score -56365.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56446.761719 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -56446.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56540.777344 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -56540.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56646.808594 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -56646.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56763.152344 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -56763.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56810.128906 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -56810.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56880.355469 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -56880.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56951.117188 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -56951.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57045.832031 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -57045.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57266.800781 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -57266.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57805.933594 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -57805.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58332.109375 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -58332.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58373.972656 Penalty: 3239.315186
	Iteration 17Q: 3 clusters Score -58373.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58373.972656 Penalty: 3239.315186
	Iteration 18F: 3 clusters Score -58373.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 66840 members 
Mstep: Class 8 contains 198581 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 124762 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306586 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 405297 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 24831 members 
Mstep: Class 22 contains 232336 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
Score: -158368032.000000 Penalty: 84740.203125
Splitting cluster 17 changes total score from -158368816.000000 to -158368032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (33352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Entering Unmasked Estep 
Score: -3523724.500000 Penalty: 2582.888428
	Iteration 0F: 2 clusters Score -3523724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3500973.250000 Penalty: 5165.776855
	Iteration 0F: 3 clusters Score -3500973 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3509233.750000 Penalty: 5165.776855
	Iteration 1F: 3 clusters Score -3509234 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3509677.500000 Penalty: 5165.776855
	Iteration 2Q: 3 clusters Score -3509678 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3510062.000000 Penalty: 5165.776855
	Iteration 3Q: 3 clusters Score -3510062 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3510542.000000 Penalty: 5165.776855
	Iteration 4Q: 3 clusters Score -3510542 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3511261.000000 Penalty: 5165.776855
	Iteration 5Q: 3 clusters Score -3511261 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3512405.750000 Penalty: 5165.776855
	Iteration 6F: 3 clusters Score -3512406 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3514069.250000 Penalty: 5165.776855
	Iteration 7F: 3 clusters Score -3514069 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3516338.250000 Penalty: 5165.776855
	Iteration 8F: 3 clusters Score -3516338 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3518651.000000 Penalty: 5165.776855
	Iteration 9F: 3 clusters Score -3518651 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3520265.500000 Penalty: 5165.776855
	Iteration 10Q: 3 clusters Score -3520266 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3521019.500000 Penalty: 5165.776855
	Iteration 11Q: 3 clusters Score -3521020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3521283.500000 Penalty: 5165.776855
	Iteration 12Q: 3 clusters Score -3521284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3521365.750000 Penalty: 5165.776855
	Iteration 13Q: 3 clusters Score -3521366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3521420.250000 Penalty: 5165.776855
	Iteration 14Q: 3 clusters Score -3521420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3521438.750000 Penalty: 5165.776855
	Iteration 15Q: 3 clusters Score -3521439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3521452.750000 Penalty: 5165.776855
	Iteration 16Q: 3 clusters Score -3521453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3521460.500000 Penalty: 5165.776855
	Iteration 17Q: 3 clusters Score -3521460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3521466.250000 Penalty: 5165.776855
	Iteration 18Q: 3 clusters Score -3521466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3521467.500000 Penalty: 5165.776855
	Iteration 19Q: 3 clusters Score -3521468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3521467.500000 Penalty: 5165.776855
	Iteration 20F: 3 clusters Score -3521468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (405297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405297 members 
Entering Unmasked Estep 
Score: -42818900.000000 Penalty: 3202.269043
	Iteration 0F: 2 clusters Score -4.28189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202643 members 
Mstep: Class 2 contains 202654 members 
Entering Unmasked Estep 
Score: -42573052.000000 Penalty: 6404.538086
	Iteration 0F: 3 clusters Score -4.257305e+07 nChanged 197443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203010 members 
Mstep: Class 2 contains 202287 members 
Entering Unmasked Estep 
Score: -42690784.000000 Penalty: 6404.538086
	Iteration 1F: 3 clusters Score -4.269078e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203869 members 
Mstep: Class 2 contains 201428 members 
Entering Unmasked Estep 
Score: -42691564.000000 Penalty: 6404.538086
	Iteration 2Q: 3 clusters Score -4.269156e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205216 members 
Mstep: Class 2 contains 200081 members 
Entering Unmasked Estep 
Score: -42692492.000000 Penalty: 6404.538086
	Iteration 3Q: 3 clusters Score -4.269249e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207425 members 
Mstep: Class 2 contains 197872 members 
Entering Unmasked Estep 
Score: -42693556.000000 Penalty: 6404.538086
	Iteration 4Q: 3 clusters Score -4.269356e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210788 members 
Mstep: Class 2 contains 194509 members 
Entering Unmasked Estep 
Score: -42695000.000000 Penalty: 6404.538086
	Iteration 5Q: 3 clusters Score -4.2695e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216088 members 
Mstep: Class 2 contains 189209 members 
Entering Unmasked Estep 
Score: -42696768.000000 Penalty: 6404.538086
	Iteration 6Q: 3 clusters Score -4.269677e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224315 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -42700384.000000 Penalty: 6404.538086
	Iteration 7Q: 3 clusters Score -4.270038e+07 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236477 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -42706284.000000 Penalty: 6404.538086
	Iteration 8Q: 3 clusters Score -4.270628e+07 nChanged 19788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253547 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -42716508.000000 Penalty: 6404.538086
	Iteration 9Q: 3 clusters Score -4.271651e+07 nChanged 24627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275896 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -42732584.000000 Penalty: 6404.538086
	Iteration 10F: 3 clusters Score -4.273258e+07 nChanged 27235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301033 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -42753508.000000 Penalty: 6404.538086
	Iteration 11F: 3 clusters Score -4.275351e+07 nChanged 25676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324557 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -42773940.000000 Penalty: 6404.538086
	Iteration 12F: 3 clusters Score -4.277394e+07 nChanged 20423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342518 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -42786560.000000 Penalty: 6404.538086
	Iteration 13F: 3 clusters Score -4.278656e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354398 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -42793948.000000 Penalty: 6404.538086
	Iteration 14Q: 3 clusters Score -4.279395e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362752 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -42798380.000000 Penalty: 6404.538086
	Iteration 15Q: 3 clusters Score -4.279838e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369446 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -42801000.000000 Penalty: 6404.538086
	Iteration 16Q: 3 clusters Score -4.2801e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375233 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -42803032.000000 Penalty: 6404.538086
	Iteration 17Q: 3 clusters Score -4.280303e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380196 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -42804656.000000 Penalty: 6404.538086
	Iteration 18Q: 3 clusters Score -4.280466e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384677 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -42806136.000000 Penalty: 6404.538086
	Iteration 19Q: 3 clusters Score -4.280614e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388318 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -42807424.000000 Penalty: 6404.538086
	Iteration 20F: 3 clusters Score -4.280742e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391414 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -42808604.000000 Penalty: 6404.538086
	Iteration 21Q: 3 clusters Score -4.28086e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394072 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -42809784.000000 Penalty: 6404.538086
	Iteration 22Q: 3 clusters Score -4.280978e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396308 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -42810896.000000 Penalty: 6404.538086
	Iteration 23Q: 3 clusters Score -4.28109e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398184 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -42811776.000000 Penalty: 6404.538086
	Iteration 24Q: 3 clusters Score -4.281178e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399792 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -42812616.000000 Penalty: 6404.538086
	Iteration 25Q: 3 clusters Score -4.281262e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401024 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -42813388.000000 Penalty: 6404.538086
	Iteration 26Q: 3 clusters Score -4.281339e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401964 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -42813980.000000 Penalty: 6404.538086
	Iteration 27Q: 3 clusters Score -4.281398e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402690 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -42814468.000000 Penalty: 6404.538086
	Iteration 28Q: 3 clusters Score -4.281447e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403247 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -42814920.000000 Penalty: 6404.538086
	Iteration 29Q: 3 clusters Score -4.281492e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403622 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -42815156.000000 Penalty: 6404.538086
	Iteration 30Q: 3 clusters Score -4.281516e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403879 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -42815284.000000 Penalty: 6404.538086
	Iteration 31Q: 3 clusters Score -4.281528e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404074 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -42815448.000000 Penalty: 6404.538086
	Iteration 32Q: 3 clusters Score -4.281545e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404209 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -42815560.000000 Penalty: 6404.538086
	Iteration 33Q: 3 clusters Score -4.281556e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404307 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -42815672.000000 Penalty: 6404.538086
	Iteration 34Q: 3 clusters Score -4.281567e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404377 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -42815720.000000 Penalty: 6404.538086
	Iteration 35Q: 3 clusters Score -4.281572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404428 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -42815772.000000 Penalty: 6404.538086
	Iteration 36Q: 3 clusters Score -4.281577e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404473 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -42815820.000000 Penalty: 6404.538086
	Iteration 37Q: 3 clusters Score -4.281582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404499 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -42815820.000000 Penalty: 6404.538086
	Iteration 38Q: 3 clusters Score -4.281582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404537 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -42815836.000000 Penalty: 6404.538086
	Iteration 39Q: 3 clusters Score -4.281584e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404560 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -42815848.000000 Penalty: 6404.538086
	Iteration 40F: 3 clusters Score -4.281585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404576 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -42815856.000000 Penalty: 6404.538086
	Iteration 41Q: 3 clusters Score -4.281586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -42815832.000000 Penalty: 6404.538086
	Iteration 42Q: 3 clusters Score -4.281583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404597 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -42815864.000000 Penalty: 6404.538086
	Iteration 43Q: 3 clusters Score -4.281586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404604 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -42815856.000000 Penalty: 6404.538086
	Iteration 44Q: 3 clusters Score -4.281586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404606 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -42815868.000000 Penalty: 6404.538086
	Iteration 45Q: 3 clusters Score -4.281587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404610 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -42815880.000000 Penalty: 6404.538086
	Iteration 46Q: 3 clusters Score -4.281588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404610 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -42815880.000000 Penalty: 6404.538086
	Iteration 47F: 3 clusters Score -4.281588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Entering Unmasked Estep 
Score: -2417729.000000 Penalty: 2509.722412
	Iteration 0F: 2 clusters Score -2417729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2400452.750000 Penalty: 5019.444824
	Iteration 0F: 3 clusters Score -2400453 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2406601.750000 Penalty: 5019.444824
	Iteration 1F: 3 clusters Score -2406602 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2407206.250000 Penalty: 5019.444824
	Iteration 2F: 3 clusters Score -2407206 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2407693.500000 Penalty: 5019.444824
	Iteration 3Q: 3 clusters Score -2407694 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2408186.750000 Penalty: 5019.444824
	Iteration 4Q: 3 clusters Score -2408187 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2408668.500000 Penalty: 5019.444824
	Iteration 5Q: 3 clusters Score -2408668 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2409148.750000 Penalty: 5019.444824
	Iteration 6Q: 3 clusters Score -2409149 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2409687.250000 Penalty: 5019.444824
	Iteration 7Q: 3 clusters Score -2409687 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2410315.750000 Penalty: 5019.444824
	Iteration 8Q: 3 clusters Score -2410316 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2411034.750000 Penalty: 5019.444824
	Iteration 9Q: 3 clusters Score -2411035 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2411768.750000 Penalty: 5019.444824
	Iteration 10Q: 3 clusters Score -2411769 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2412476.250000 Penalty: 5019.444824
	Iteration 11Q: 3 clusters Score -2412476 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2413052.750000 Penalty: 5019.444824
	Iteration 12Q: 3 clusters Score -2413053 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2413546.500000 Penalty: 5019.444824
	Iteration 13Q: 3 clusters Score -2413546 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2413857.000000 Penalty: 5019.444824
	Iteration 14Q: 3 clusters Score -2413857 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2414132.000000 Penalty: 5019.444824
	Iteration 15Q: 3 clusters Score -2414132 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2414311.750000 Penalty: 5019.444824
	Iteration 16Q: 3 clusters Score -2414312 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2414469.500000 Penalty: 5019.444824
	Iteration 17Q: 3 clusters Score -2414470 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2414612.250000 Penalty: 5019.444824
	Iteration 18Q: 3 clusters Score -2414612 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2414728.250000 Penalty: 5019.444824
	Iteration 19Q: 3 clusters Score -2414728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2414818.000000 Penalty: 5019.444824
	Iteration 20F: 3 clusters Score -2414818 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2414917.000000 Penalty: 5019.444824
	Iteration 21Q: 3 clusters Score -2414917 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2415018.250000 Penalty: 5019.444824
	Iteration 22Q: 3 clusters Score -2415018 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2415106.000000 Penalty: 5019.444824
	Iteration 23Q: 3 clusters Score -2415106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2415166.750000 Penalty: 5019.444824
	Iteration 24Q: 3 clusters Score -2415167 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2415215.000000 Penalty: 5019.444824
	Iteration 25Q: 3 clusters Score -2415215 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2415262.500000 Penalty: 5019.444824
	Iteration 26Q: 3 clusters Score -2415262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2415300.000000 Penalty: 5019.444824
	Iteration 27Q: 3 clusters Score -2415300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2415347.250000 Penalty: 5019.444824
	Iteration 28Q: 3 clusters Score -2415347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2415388.500000 Penalty: 5019.444824
	Iteration 29Q: 3 clusters Score -2415388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2415429.500000 Penalty: 5019.444824
	Iteration 30Q: 3 clusters Score -2415430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2415465.500000 Penalty: 5019.444824
	Iteration 31Q: 3 clusters Score -2415466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2415502.000000 Penalty: 5019.444824
	Iteration 32Q: 3 clusters Score -2415502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2415536.000000 Penalty: 5019.444824
	Iteration 33Q: 3 clusters Score -2415536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2415560.750000 Penalty: 5019.444824
	Iteration 34Q: 3 clusters Score -2415561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2415583.500000 Penalty: 5019.444824
	Iteration 35Q: 3 clusters Score -2415584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2415600.000000 Penalty: 5019.444824
	Iteration 36Q: 3 clusters Score -2415600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2415621.000000 Penalty: 5019.444824
	Iteration 37Q: 3 clusters Score -2415621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2415638.000000 Penalty: 5019.444824
	Iteration 38Q: 3 clusters Score -2415638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2415659.500000 Penalty: 5019.444824
	Iteration 39Q: 3 clusters Score -2415660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2415671.000000 Penalty: 5019.444824
	Iteration 40F: 3 clusters Score -2415671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2415679.250000 Penalty: 5019.444824
	Iteration 41Q: 3 clusters Score -2415679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2415683.750000 Penalty: 5019.444824
	Iteration 42Q: 3 clusters Score -2415684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2415689.500000 Penalty: 5019.444824
	Iteration 43Q: 3 clusters Score -2415690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2415693.000000 Penalty: 5019.444824
	Iteration 44Q: 3 clusters Score -2415693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2415697.750000 Penalty: 5019.444824
	Iteration 45Q: 3 clusters Score -2415698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2415711.500000 Penalty: 5019.444824
	Iteration 46Q: 3 clusters Score -2415712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2415717.000000 Penalty: 5019.444824
	Iteration 47Q: 3 clusters Score -2415717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2415723.750000 Penalty: 5019.444824
	Iteration 48Q: 3 clusters Score -2415724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2415730.500000 Penalty: 5019.444824
	Iteration 49Q: 3 clusters Score -2415730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2415731.500000 Penalty: 5019.444824
	Iteration 50Q: 3 clusters Score -2415732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2415735.500000 Penalty: 5019.444824
	Iteration 51Q: 3 clusters Score -2415736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2415741.500000 Penalty: 5019.444824
	Iteration 52Q: 3 clusters Score -2415742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2415743.000000 Penalty: 5019.444824
	Iteration 53Q: 3 clusters Score -2415743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2415748.000000 Penalty: 5019.444824
	Iteration 54Q: 3 clusters Score -2415748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2415745.750000 Penalty: 5019.444824
	Iteration 55Q: 3 clusters Score -2415746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2415746.000000 Penalty: 5019.444824
	Iteration 56Q: 3 clusters Score -2415746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2415749.000000 Penalty: 5019.444824
	Iteration 57Q: 3 clusters Score -2415749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2415747.000000 Penalty: 5019.444824
	Iteration 58Q: 3 clusters Score -2415747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2415747.000000 Penalty: 5019.444824
	Iteration 59F: 3 clusters Score -2415747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232336 members 
Entering Unmasked Estep 
Score: -24763000.000000 Penalty: 3064.273193
	Iteration 0F: 2 clusters Score -2.4763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -24610854.000000 Penalty: 6128.546387
	Iteration 0F: 3 clusters Score -2.461085e+07 nChanged 112051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -24677796.000000 Penalty: 6128.546387
	Iteration 1F: 3 clusters Score -2.46778e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -24680448.000000 Penalty: 6128.546387
	Iteration 2Q: 3 clusters Score -2.468045e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 122835 members 
Entering Unmasked Estep 
Score: -24684766.000000 Penalty: 6128.546387
	Iteration 3Q: 3 clusters Score -2.468477e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
Score: -24691608.000000 Penalty: 6128.546387
	Iteration 4F: 3 clusters Score -2.469161e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 134516 members 
Entering Unmasked Estep 
Score: -24702034.000000 Penalty: 6128.546387
	Iteration 5F: 3 clusters Score -2.470203e+07 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 143223 members 
Entering Unmasked Estep 
Score: -24716032.000000 Penalty: 6128.546387
	Iteration 6F: 3 clusters Score -2.471603e+07 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -24731164.000000 Penalty: 6128.546387
	Iteration 7F: 3 clusters Score -2.473116e+07 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -24740476.000000 Penalty: 6128.546387
	Iteration 8F: 3 clusters Score -2.474048e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -24743904.000000 Penalty: 6128.546387
	Iteration 9Q: 3 clusters Score -2.47439e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -24745290.000000 Penalty: 6128.546387
	Iteration 10Q: 3 clusters Score -2.474529e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -24746304.000000 Penalty: 6128.546387
	Iteration 11Q: 3 clusters Score -2.47463e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -24747226.000000 Penalty: 6128.546387
	Iteration 12Q: 3 clusters Score -2.474723e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -24748060.000000 Penalty: 6128.546387
	Iteration 13Q: 3 clusters Score -2.474806e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 178039 members 
Entering Unmasked Estep 
Score: -24749068.000000 Penalty: 6128.546387
	Iteration 14Q: 3 clusters Score -2.474907e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -24750010.000000 Penalty: 6128.546387
	Iteration 15Q: 3 clusters Score -2.475001e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -24750918.000000 Penalty: 6128.546387
	Iteration 16Q: 3 clusters Score -2.475092e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 188174 members 
Entering Unmasked Estep 
Score: -24751802.000000 Penalty: 6128.546387
	Iteration 17Q: 3 clusters Score -2.47518e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 191472 members 
Entering Unmasked Estep 
Score: -24752832.000000 Penalty: 6128.546387
	Iteration 18Q: 3 clusters Score -2.475283e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -24753716.000000 Penalty: 6128.546387
	Iteration 19Q: 3 clusters Score -2.475372e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -24754318.000000 Penalty: 6128.546387
	Iteration 20F: 3 clusters Score -2.475432e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 200326 members 
Entering Unmasked Estep 
Score: -24754966.000000 Penalty: 6128.546387
	Iteration 21Q: 3 clusters Score -2.475497e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 202963 members 
Entering Unmasked Estep 
Score: -24755342.000000 Penalty: 6128.546387
	Iteration 22Q: 3 clusters Score -2.475534e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 205424 members 
Entering Unmasked Estep 
Score: -24756120.000000 Penalty: 6128.546387
	Iteration 23Q: 3 clusters Score -2.475612e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 207770 members 
Entering Unmasked Estep 
Score: -24756756.000000 Penalty: 6128.546387
	Iteration 24Q: 3 clusters Score -2.475676e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 209992 members 
Entering Unmasked Estep 
Score: -24757304.000000 Penalty: 6128.546387
	Iteration 25Q: 3 clusters Score -2.47573e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -24757742.000000 Penalty: 6128.546387
	Iteration 26Q: 3 clusters Score -2.475774e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 214046 members 
Entering Unmasked Estep 
Score: -24758148.000000 Penalty: 6128.546387
	Iteration 27Q: 3 clusters Score -2.475815e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 215900 members 
Entering Unmasked Estep 
Score: -24758610.000000 Penalty: 6128.546387
	Iteration 28Q: 3 clusters Score -2.475861e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 217554 members 
Entering Unmasked Estep 
Score: -24758980.000000 Penalty: 6128.546387
	Iteration 29Q: 3 clusters Score -2.475898e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 218993 members 
Entering Unmasked Estep 
Score: -24759310.000000 Penalty: 6128.546387
	Iteration 30Q: 3 clusters Score -2.475931e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 220285 members 
Entering Unmasked Estep 
Score: -24759588.000000 Penalty: 6128.546387
	Iteration 31Q: 3 clusters Score -2.475959e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 221445 members 
Entering Unmasked Estep 
Score: -24759684.000000 Penalty: 6128.546387
	Iteration 32Q: 3 clusters Score -2.475968e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 222462 members 
Entering Unmasked Estep 
Score: -24760050.000000 Penalty: 6128.546387
	Iteration 33Q: 3 clusters Score -2.476005e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 223387 members 
Entering Unmasked Estep 
Score: -24760230.000000 Penalty: 6128.546387
	Iteration 34Q: 3 clusters Score -2.476023e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 224219 members 
Entering Unmasked Estep 
Score: -24760464.000000 Penalty: 6128.546387
	Iteration 35Q: 3 clusters Score -2.476046e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 224930 members 
Entering Unmasked Estep 
Score: -24760564.000000 Penalty: 6128.546387
	Iteration 36Q: 3 clusters Score -2.476056e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 225618 members 
Entering Unmasked Estep 
Score: -24760718.000000 Penalty: 6128.546387
	Iteration 37Q: 3 clusters Score -2.476072e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 226206 members 
Entering Unmasked Estep 
Score: -24760874.000000 Penalty: 6128.546387
	Iteration 38Q: 3 clusters Score -2.476087e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 226731 members 
Entering Unmasked Estep 
Score: -24760880.000000 Penalty: 6128.546387
	Iteration 39Q: 3 clusters Score -2.476088e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 227187 members 
Entering Unmasked Estep 
Score: -24760952.000000 Penalty: 6128.546387
	Iteration 40F: 3 clusters Score -2.476095e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 227576 members 
Entering Unmasked Estep 
Score: -24761018.000000 Penalty: 6128.546387
	Iteration 41Q: 3 clusters Score -2.476102e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 227897 members 
Entering Unmasked Estep 
Score: -24761102.000000 Penalty: 6128.546387
	Iteration 42Q: 3 clusters Score -2.47611e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 228173 members 
Entering Unmasked Estep 
Score: -24761088.000000 Penalty: 6128.546387
	Iteration 43Q: 3 clusters Score -2.476109e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 228427 members 
Entering Unmasked Estep 
Score: -24761124.000000 Penalty: 6128.546387
	Iteration 44Q: 3 clusters Score -2.476112e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 228635 members 
Entering Unmasked Estep 
Score: -24761190.000000 Penalty: 6128.546387
	Iteration 45Q: 3 clusters Score -2.476119e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 228819 members 
Entering Unmasked Estep 
Score: -24761212.000000 Penalty: 6128.546387
	Iteration 46Q: 3 clusters Score -2.476121e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 228985 members 
Entering Unmasked Estep 
Score: -24761222.000000 Penalty: 6128.546387
	Iteration 47Q: 3 clusters Score -2.476122e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 229119 members 
Entering Unmasked Estep 
Score: -24761244.000000 Penalty: 6128.546387
	Iteration 48Q: 3 clusters Score -2.476124e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 229228 members 
Entering Unmasked Estep 
Score: -24761278.000000 Penalty: 6128.546387
	Iteration 49Q: 3 clusters Score -2.476128e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 229321 members 
Entering Unmasked Estep 
Score: -24761270.000000 Penalty: 6128.546387
	Iteration 50Q: 3 clusters Score -2.476127e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 229410 members 
Entering Unmasked Estep 
Score: -24761240.000000 Penalty: 6128.546387
	Iteration 51Q: 3 clusters Score -2.476124e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 229490 members 
Entering Unmasked Estep 
Score: -24761206.000000 Penalty: 6128.546387
	Iteration 52Q: 3 clusters Score -2.476121e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 229552 members 
Entering Unmasked Estep 
Score: -24761238.000000 Penalty: 6128.546387
	Iteration 53Q: 3 clusters Score -2.476124e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 229600 members 
Entering Unmasked Estep 
Score: -24761246.000000 Penalty: 6128.546387
	Iteration 54Q: 3 clusters Score -2.476125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 229638 members 
Entering Unmasked Estep 
Score: -24761222.000000 Penalty: 6128.546387
	Iteration 55Q: 3 clusters Score -2.476122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 229681 members 
Entering Unmasked Estep 
Score: -24761252.000000 Penalty: 6128.546387
	Iteration 56Q: 3 clusters Score -2.476125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 229711 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6128.546387
	Iteration 57Q: 3 clusters Score -2.476125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 229740 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6128.546387
	Iteration 58Q: 3 clusters Score -2.476123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 229763 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6128.546387
	Iteration 59Q: 3 clusters Score -2.476125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 229788 members 
Entering Unmasked Estep 
Score: -24761232.000000 Penalty: 6128.546387
	Iteration 60F: 3 clusters Score -2.476123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 229808 members 
Entering Unmasked Estep 
Score: -24761248.000000 Penalty: 6128.546387
	Iteration 61Q: 3 clusters Score -2.476125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 229825 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6128.546387
	Iteration 62Q: 3 clusters Score -2.476123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 229840 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6128.546387
	Iteration 63Q: 3 clusters Score -2.476123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 229860 members 
Entering Unmasked Estep 
Score: -24761212.000000 Penalty: 6128.546387
	Iteration 64Q: 3 clusters Score -2.476121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 229883 members 
Entering Unmasked Estep 
Score: -24761222.000000 Penalty: 6128.546387
	Iteration 65Q: 3 clusters Score -2.476122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 229903 members 
Entering Unmasked Estep 
Score: -24761224.000000 Penalty: 6128.546387
	Iteration 66Q: 3 clusters Score -2.476122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 229918 members 
Entering Unmasked Estep 
Score: -24761262.000000 Penalty: 6128.546387
	Iteration 67Q: 3 clusters Score -2.476126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 229929 members 
Entering Unmasked Estep 
Score: -24761260.000000 Penalty: 6128.546387
	Iteration 68Q: 3 clusters Score -2.476126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 229938 members 
Entering Unmasked Estep 
Score: -24761276.000000 Penalty: 6128.546387
	Iteration 69Q: 3 clusters Score -2.476128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 229947 members 
Entering Unmasked Estep 
Score: -24761254.000000 Penalty: 6128.546387
	Iteration 70Q: 3 clusters Score -2.476125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 229952 members 
Entering Unmasked Estep 
Score: -24761260.000000 Penalty: 6128.546387
	Iteration 71Q: 3 clusters Score -2.476126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 229958 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6128.546387
	Iteration 72Q: 3 clusters Score -2.476125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 229970 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6128.546387
	Iteration 73Q: 3 clusters Score -2.476125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 229983 members 
Entering Unmasked Estep 
Score: -24761246.000000 Penalty: 6128.546387
	Iteration 74Q: 3 clusters Score -2.476125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 229989 members 
Entering Unmasked Estep 
Score: -24761258.000000 Penalty: 6128.546387
	Iteration 75Q: 3 clusters Score -2.476126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 229999 members 
Entering Unmasked Estep 
Score: -24761254.000000 Penalty: 6128.546387
	Iteration 76Q: 3 clusters Score -2.476125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 230006 members 
Entering Unmasked Estep 
Score: -24761232.000000 Penalty: 6128.546387
	Iteration 77Q: 3 clusters Score -2.476123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 230018 members 
Entering Unmasked Estep 
Score: -24761238.000000 Penalty: 6128.546387
	Iteration 78Q: 3 clusters Score -2.476124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 230028 members 
Entering Unmasked Estep 
Score: -24761246.000000 Penalty: 6128.546387
	Iteration 79Q: 3 clusters Score -2.476125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 230036 members 
Entering Unmasked Estep 
Score: -24761242.000000 Penalty: 6128.546387
	Iteration 80F: 3 clusters Score -2.476124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 230042 members 
Entering Unmasked Estep 
Score: -24761246.000000 Penalty: 6128.546387
	Iteration 81Q: 3 clusters Score -2.476125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -24761238.000000 Penalty: 6128.546387
	Iteration 82Q: 3 clusters Score -2.476124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 230054 members 
Entering Unmasked Estep 
Score: -24761230.000000 Penalty: 6128.546387
	Iteration 83Q: 3 clusters Score -2.476123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 230066 members 
Entering Unmasked Estep 
Score: -24761244.000000 Penalty: 6128.546387
	Iteration 84Q: 3 clusters Score -2.476124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 230074 members 
Entering Unmasked Estep 
Score: -24761262.000000 Penalty: 6128.546387
	Iteration 85Q: 3 clusters Score -2.476126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 230081 members 
Entering Unmasked Estep 
Score: -24761270.000000 Penalty: 6128.546387
	Iteration 86Q: 3 clusters Score -2.476127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 230086 members 
Entering Unmasked Estep 
Score: -24761260.000000 Penalty: 6128.546387
	Iteration 87Q: 3 clusters Score -2.476126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 230091 members 
Entering Unmasked Estep 
Score: -24761264.000000 Penalty: 6128.546387
	Iteration 88Q: 3 clusters Score -2.476126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 230095 members 
Entering Unmasked Estep 
Score: -24761264.000000 Penalty: 6128.546387
	Iteration 89Q: 3 clusters Score -2.476126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 230098 members 
Entering Unmasked Estep 
Score: -24761264.000000 Penalty: 6128.546387
	Iteration 90Q: 3 clusters Score -2.476126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 230101 members 
Entering Unmasked Estep 
Score: -24761254.000000 Penalty: 6128.546387
	Iteration 91Q: 3 clusters Score -2.476125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 230106 members 
Entering Unmasked Estep 
Score: -24761266.000000 Penalty: 6128.546387
	Iteration 92Q: 3 clusters Score -2.476127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 230114 members 
Entering Unmasked Estep 
Score: -24761258.000000 Penalty: 6128.546387
	Iteration 93Q: 3 clusters Score -2.476126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 230117 members 
Entering Unmasked Estep 
Score: -24761262.000000 Penalty: 6128.546387
	Iteration 94Q: 3 clusters Score -2.476126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 230123 members 
Entering Unmasked Estep 
Score: -24761220.000000 Penalty: 6128.546387
	Iteration 95Q: 3 clusters Score -2.476122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 230131 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6128.546387
	Iteration 96Q: 3 clusters Score -2.476125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 230135 members 
Entering Unmasked Estep 
Score: -24761250.000000 Penalty: 6128.546387
	Iteration 97Q: 3 clusters Score -2.476125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 230138 members 
Entering Unmasked Estep 
Score: -24761256.000000 Penalty: 6128.546387
	Iteration 98Q: 3 clusters Score -2.476126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 230145 members 
Entering Unmasked Estep 
Score: -24761244.000000 Penalty: 6128.546387
	Iteration 99Q: 3 clusters Score -2.476124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 230149 members 
Entering Unmasked Estep 
Score: -24761236.000000 Penalty: 6128.546387
	Iteration 100F: 3 clusters Score -2.476124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 230151 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6128.546387
	Iteration 101Q: 3 clusters Score -2.476123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 230153 members 
Entering Unmasked Estep 
Score: -24761234.000000 Penalty: 6128.546387
	Iteration 102Q: 3 clusters Score -2.476123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 230154 members 
Entering Unmasked Estep 
Score: -24761224.000000 Penalty: 6128.546387
	Iteration 103Q: 3 clusters Score -2.476122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 230154 members 
Entering Unmasked Estep 
Score: -24761224.000000 Penalty: 6128.546387
	Iteration 104F: 3 clusters Score -2.476122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -740720.125000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -740720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -734957.125000 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -734957.1 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -736464.562500 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -736464.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -736697.187500 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -736697.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -736860.250000 Penalty: 4385.143066
	Iteration 3Q: 3 clusters Score -736860.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -736972.500000 Penalty: 4385.143066
	Iteration 4Q: 3 clusters Score -736972.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -737077.500000 Penalty: 4385.143066
	Iteration 5Q: 3 clusters Score -737077.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -737186.562500 Penalty: 4385.143066
	Iteration 6Q: 3 clusters Score -737186.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -737287.687500 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -737287.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -737383.000000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -737383 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -737486.312500 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -737486.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -737583.562500 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -737583.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -737676.375000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -737676.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -737777.500000 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -737777.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -737873.125000 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -737873.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -737965.250000 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -737965.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -738054.687500 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -738054.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -738136.375000 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -738136.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -738204.750000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -738204.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -738261.312500 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -738261.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -738324.375000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -738324.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -738373.125000 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -738373.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -738420.437500 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -738420.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -738471.375000 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -738471.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -738520.875000 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -738520.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -738565.812500 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -738565.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -738597.562500 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -738597.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -738622.250000 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -738622.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -738643.437500 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -738643.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -738663.875000 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -738663.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -738680.625000 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -738680.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -738687.937500 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -738687.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -738695.812500 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -738695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -738704.562500 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -738704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -738710.687500 Penalty: 4385.143066
	Iteration 33Q: 3 clusters Score -738710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -738725.750000 Penalty: 4385.143066
	Iteration 34Q: 3 clusters Score -738725.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -738740.312500 Penalty: 4385.143066
	Iteration 35Q: 3 clusters Score -738740.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -738750.687500 Penalty: 4385.143066
	Iteration 36Q: 3 clusters Score -738750.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -738761.250000 Penalty: 4385.143066
	Iteration 37Q: 3 clusters Score -738761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -738771.437500 Penalty: 4385.143066
	Iteration 38Q: 3 clusters Score -738771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -738776.437500 Penalty: 4385.143066
	Iteration 39Q: 3 clusters Score -738776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -738778.250000 Penalty: 4385.143066
	Iteration 40F: 3 clusters Score -738778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -738780.187500 Penalty: 4385.143066
	Iteration 41Q: 3 clusters Score -738780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -738780.687500 Penalty: 4385.143066
	Iteration 42Q: 3 clusters Score -738780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -738783.937500 Penalty: 4385.143066
	Iteration 43Q: 3 clusters Score -738783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -738787.625000 Penalty: 4385.143066
	Iteration 44Q: 3 clusters Score -738787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -738792.250000 Penalty: 4385.143066
	Iteration 45Q: 3 clusters Score -738792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -738797.687500 Penalty: 4385.143066
	Iteration 46Q: 3 clusters Score -738797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -738802.562500 Penalty: 4385.143066
	Iteration 47Q: 3 clusters Score -738802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -738804.625000 Penalty: 4385.143066
	Iteration 48Q: 3 clusters Score -738804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -738805.562500 Penalty: 4385.143066
	Iteration 49Q: 3 clusters Score -738805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -738807.812500 Penalty: 4385.143066
	Iteration 50Q: 3 clusters Score -738807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -738807.062500 Penalty: 4385.143066
	Iteration 51Q: 3 clusters Score -738807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -738807.062500 Penalty: 4385.143066
	Iteration 52F: 3 clusters Score -738807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -174786.312500 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -174786.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -172333.187500 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -172333.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -172734.875000 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -172734.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -172835.265625 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -172835.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -172887.062500 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -172887.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -172927.375000 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -172927.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -172953.796875 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -172953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -172975.578125 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -172975.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -172995.109375 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -172995.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -173004.734375 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -173004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -173012.265625 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -173012.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -173019.250000 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -173019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -173024.234375 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -173024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -173029.343750 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -173029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -173032.000000 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -173032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173035.140625 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -173035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173038.625000 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -173038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173039.640625 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -173039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173040.343750 Penalty: 3705.513672
	Iteration 17Q: 3 clusters Score -173040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173040.343750 Penalty: 3705.513672
	Iteration 18F: 3 clusters Score -173040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 66840 members 
Mstep: Class 8 contains 198581 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 124762 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306586 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 405297 members 
Mstep: Class 21 contains 24831 members 
Mstep: Class 22 contains 232336 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368688.000000 Penalty: 81209.359375
Iteration 119Q: 24 clusters Score -1.583687e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 33421 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 66874 members 
Mstep: Class 8 contains 198777 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 124485 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306602 members 
Mstep: Class 16 contains 6773 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33342 members 
Mstep: Class 19 contains 405321 members 
Mstep: Class 21 contains 24833 members 
Mstep: Class 22 contains 232342 members 
Mstep: Class 23 contains 6910 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368656.000000 Penalty: 81209.359375
Iteration 120F: 24 clusters Score -1.583687e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33433 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 66902 members 
Mstep: Class 8 contains 198933 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 124228 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306608 members 
Mstep: Class 16 contains 6772 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33330 members 
Mstep: Class 19 contains 405372 members 
Mstep: Class 21 contains 24833 members 
Mstep: Class 22 contains 232347 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368688.000000 Penalty: 81209.359375
Iteration 121Q: 24 clusters Score -1.583687e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33443 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5910 members 
Mstep: Class 7 contains 66923 members 
Mstep: Class 8 contains 199098 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 123981 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306608 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33321 members 
Mstep: Class 19 contains 405418 members 
Mstep: Class 21 contains 24834 members 
Mstep: Class 22 contains 232353 members 
Mstep: Class 23 contains 6913 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368832.000000 Penalty: 81209.359375
Iteration 122Q: 24 clusters Score -1.583688e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33457 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 66942 members 
Mstep: Class 8 contains 199245 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 123752 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306605 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33314 members 
Mstep: Class 19 contains 405452 members 
Mstep: Class 21 contains 24828 members 
Mstep: Class 22 contains 232377 members 
Mstep: Class 23 contains 6913 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368800.000000 Penalty: 81209.359375
Iteration 123Q: 24 clusters Score -1.583688e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33477 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 66954 members 
Mstep: Class 8 contains 199380 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 123513 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306627 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33304 members 
Mstep: Class 19 contains 405488 members 
Mstep: Class 21 contains 24829 members 
Mstep: Class 22 contains 232393 members 
Mstep: Class 23 contains 6914 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368768.000000 Penalty: 81209.359375
Iteration 124Q: 24 clusters Score -1.583688e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 33497 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5911 members 
Mstep: Class 7 contains 66974 members 
Mstep: Class 8 contains 199508 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 123281 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306672 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33301 members 
Mstep: Class 19 contains 405517 members 
Mstep: Class 21 contains 24827 members 
Mstep: Class 22 contains 232388 members 
Mstep: Class 23 contains 6914 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368816.000000 Penalty: 81209.359375
Iteration 125Q: 24 clusters Score -1.583688e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 33522 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5912 members 
Mstep: Class 7 contains 66986 members 
Mstep: Class 8 contains 199651 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 123047 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306728 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33302 members 
Mstep: Class 19 contains 405520 members 
Mstep: Class 21 contains 24822 members 
Mstep: Class 22 contains 232389 members 
Mstep: Class 23 contains 6916 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368864.000000 Penalty: 81209.359375
Iteration 126Q: 24 clusters Score -1.583689e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 33547 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5912 members 
Mstep: Class 7 contains 66997 members 
Mstep: Class 8 contains 199784 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 122808 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306782 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33293 members 
Mstep: Class 19 contains 405531 members 
Mstep: Class 21 contains 24822 members 
Mstep: Class 22 contains 232400 members 
Mstep: Class 23 contains 6916 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369040.000000 Penalty: 81209.359375
Iteration 127Q: 24 clusters Score -1.58369e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 33559 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5914 members 
Mstep: Class 7 contains 67003 members 
Mstep: Class 8 contains 199917 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 122559 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306818 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33285 members 
Mstep: Class 19 contains 405574 members 
Mstep: Class 21 contains 24822 members 
Mstep: Class 22 contains 232411 members 
Mstep: Class 23 contains 6918 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368928.000000 Penalty: 81209.359375
Iteration 128Q: 24 clusters Score -1.583689e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 33572 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5915 members 
Mstep: Class 7 contains 67009 members 
Mstep: Class 8 contains 200054 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 122334 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306844 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33273 members 
Mstep: Class 19 contains 405618 members 
Mstep: Class 21 contains 24819 members 
Mstep: Class 22 contains 232406 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369008.000000 Penalty: 81209.359375
Iteration 129Q: 24 clusters Score -1.58369e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 33585 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 200193 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 122098 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306883 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33268 members 
Mstep: Class 19 contains 405664 members 
Mstep: Class 21 contains 24825 members 
Mstep: Class 22 contains 232389 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368944.000000 Penalty: 81209.359375
Iteration 130Q: 24 clusters Score -1.583689e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 33591 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 200335 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 121872 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306924 members 
Mstep: Class 16 contains 6784 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33263 members 
Mstep: Class 19 contains 405708 members 
Mstep: Class 21 contains 24823 members 
Mstep: Class 22 contains 232375 members 
Mstep: Class 23 contains 6933 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368928.000000 Penalty: 81209.359375
Iteration 131Q: 24 clusters Score -1.583689e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 33597 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 67026 members 
Mstep: Class 8 contains 200476 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 121632 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 306968 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33256 members 
Mstep: Class 19 contains 405756 members 
Mstep: Class 21 contains 24822 members 
Mstep: Class 22 contains 232366 members 
Mstep: Class 23 contains 6940 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369024.000000 Penalty: 81209.359375
Iteration 132Q: 24 clusters Score -1.58369e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 33605 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5918 members 
Mstep: Class 7 contains 67037 members 
Mstep: Class 8 contains 200622 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 121382 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 307013 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33253 members 
Mstep: Class 19 contains 405819 members 
Mstep: Class 21 contains 24818 members 
Mstep: Class 22 contains 232355 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369088.000000 Penalty: 81209.359375
Iteration 133Q: 24 clusters Score -1.583691e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 33619 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 67038 members 
Mstep: Class 8 contains 200764 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 121134 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 307057 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33245 members 
Mstep: Class 19 contains 405873 members 
Mstep: Class 21 contains 24820 members 
Mstep: Class 22 contains 232359 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369152.000000 Penalty: 81209.359375
Iteration 134Q: 24 clusters Score -1.583692e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 33629 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 67036 members 
Mstep: Class 8 contains 200915 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 120902 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 307106 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33234 members 
Mstep: Class 19 contains 405932 members 
Mstep: Class 21 contains 24818 members 
Mstep: Class 22 contains 232340 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368944.000000 Penalty: 81209.359375
Iteration 135Q: 24 clusters Score -1.583689e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 33642 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5918 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 201058 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 120688 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 307152 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33228 members 
Mstep: Class 19 contains 405990 members 
Mstep: Class 21 contains 24816 members 
Mstep: Class 22 contains 232307 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368800.000000 Penalty: 81209.359375
Iteration 136Q: 24 clusters Score -1.583688e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 33647 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67034 members 
Mstep: Class 8 contains 201220 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 120496 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 307194 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33220 members 
Mstep: Class 19 contains 405998 members 
Mstep: Class 21 contains 24820 members 
Mstep: Class 22 contains 232283 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368672.000000 Penalty: 81209.359375
Iteration 137Q: 24 clusters Score -1.583687e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 33653 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67040 members 
Mstep: Class 8 contains 201392 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 120270 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 307231 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33209 members 
Mstep: Class 19 contains 406016 members 
Mstep: Class 21 contains 24822 members 
Mstep: Class 22 contains 232281 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368752.000000 Penalty: 81209.359375
Iteration 138Q: 24 clusters Score -1.583688e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 33662 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67043 members 
Mstep: Class 8 contains 201560 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 120069 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307268 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33192 members 
Mstep: Class 19 contains 406009 members 
Mstep: Class 21 contains 24820 members 
Mstep: Class 22 contains 232277 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368864.000000 Penalty: 81209.359375
Iteration 139Q: 24 clusters Score -1.583689e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 33670 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67042 members 
Mstep: Class 8 contains 201749 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 119856 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307280 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33174 members 
Mstep: Class 19 contains 406016 members 
Mstep: Class 21 contains 24818 members 
Mstep: Class 22 contains 232278 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368752.000000 Penalty: 81209.359375
Iteration 140F: 24 clusters Score -1.583688e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 33671 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67038 members 
Mstep: Class 8 contains 201928 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 119663 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307303 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33161 members 
Mstep: Class 19 contains 406031 members 
Mstep: Class 21 contains 24814 members 
Mstep: Class 22 contains 232263 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368688.000000 Penalty: 81209.359375
Iteration 141Q: 24 clusters Score -1.583687e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 33675 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67039 members 
Mstep: Class 8 contains 202089 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 119473 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307326 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33157 members 
Mstep: Class 19 contains 406034 members 
Mstep: Class 21 contains 24813 members 
Mstep: Class 22 contains 232263 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368496.000000 Penalty: 81209.359375
Iteration 142Q: 24 clusters Score -1.583685e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 7033 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 202236 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 119299 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307359 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33151 members 
Mstep: Class 19 contains 406032 members 
Mstep: Class 21 contains 24809 members 
Mstep: Class 22 contains 232254 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368704.000000 Penalty: 81209.359375
Iteration 143Q: 24 clusters Score -1.583687e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 33683 members 
Mstep: Class 4 contains 2414 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 202382 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 119126 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307413 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33146 members 
Mstep: Class 19 contains 406025 members 
Mstep: Class 21 contains 24807 members 
Mstep: Class 22 contains 232233 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368768.000000 Penalty: 81209.359375
Iteration 144Q: 24 clusters Score -1.583688e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 67050 members 
Mstep: Class 8 contains 202520 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 118937 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307459 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33147 members 
Mstep: Class 19 contains 406018 members 
Mstep: Class 21 contains 24802 members 
Mstep: Class 22 contains 232229 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368640.000000 Penalty: 81209.359375
Iteration 145Q: 24 clusters Score -1.583686e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 33701 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 67053 members 
Mstep: Class 8 contains 202684 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 118736 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307506 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33139 members 
Mstep: Class 19 contains 406022 members 
Mstep: Class 21 contains 24801 members 
Mstep: Class 22 contains 232205 members 
Mstep: Class 23 contains 6939 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368432.000000 Penalty: 81209.359375
Iteration 146Q: 24 clusters Score -1.583684e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 33706 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 202834 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 118534 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307577 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33127 members 
Mstep: Class 19 contains 406013 members 
Mstep: Class 21 contains 24803 members 
Mstep: Class 22 contains 232187 members 
Mstep: Class 23 contains 6939 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368496.000000 Penalty: 81209.359375
Iteration 147Q: 24 clusters Score -1.583685e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 33717 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 202990 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 118345 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307624 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 405995 members 
Mstep: Class 21 contains 24807 members 
Mstep: Class 22 contains 232165 members 
Mstep: Class 23 contains 6941 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368320.000000 Penalty: 81209.359375
Iteration 148Q: 24 clusters Score -1.583683e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 7023 members 
Mstep: Class 3 contains 33720 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 67063 members 
Mstep: Class 8 contains 203135 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 118167 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307680 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33117 members 
Mstep: Class 19 contains 405989 members 
Mstep: Class 21 contains 24811 members 
Mstep: Class 22 contains 232137 members 
Mstep: Class 23 contains 6944 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368288.000000 Penalty: 81209.359375
Iteration 149Q: 24 clusters Score -1.583683e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 3 contains 33732 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 203290 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117997 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4273 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307710 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33107 members 
Mstep: Class 19 contains 405984 members 
Mstep: Class 21 contains 24814 members 
Mstep: Class 22 contains 232115 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368560.000000 Penalty: 81209.359375
Iteration 150Q: 24 clusters Score -1.583686e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 33734 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 203437 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117833 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307751 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33112 members 
Mstep: Class 19 contains 405984 members 
Mstep: Class 21 contains 24811 members 
Mstep: Class 22 contains 232093 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 81209.359375
Iteration 151Q: 24 clusters Score -1.583686e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 33741 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 67054 members 
Mstep: Class 8 contains 203614 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117674 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4273 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307767 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33110 members 
Mstep: Class 19 contains 405974 members 
Mstep: Class 21 contains 24807 members 
Mstep: Class 22 contains 232072 members 
Mstep: Class 23 contains 6940 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368880.000000 Penalty: 81209.359375
Iteration 152Q: 24 clusters Score -1.583689e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 33752 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 67054 members 
Mstep: Class 8 contains 203775 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117538 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4273 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307777 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33107 members 
Mstep: Class 19 contains 405968 members 
Mstep: Class 21 contains 24803 members 
Mstep: Class 22 contains 232041 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368752.000000 Penalty: 81209.359375
Iteration 153Q: 24 clusters Score -1.583688e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 33761 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 67051 members 
Mstep: Class 8 contains 203934 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117407 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307790 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33095 members 
Mstep: Class 19 contains 405958 members 
Mstep: Class 21 contains 24802 members 
Mstep: Class 22 contains 232011 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368736.000000 Penalty: 81209.359375
Iteration 154Q: 24 clusters Score -1.583687e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 33765 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 67054 members 
Mstep: Class 8 contains 204079 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117279 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307793 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33079 members 
Mstep: Class 19 contains 405962 members 
Mstep: Class 21 contains 24801 members 
Mstep: Class 22 contains 231988 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 81209.359375
Iteration 155Q: 24 clusters Score -1.583686e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 33763 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 67062 members 
Mstep: Class 8 contains 204220 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117168 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307800 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33059 members 
Mstep: Class 19 contains 405968 members 
Mstep: Class 21 contains 24801 members 
Mstep: Class 22 contains 231943 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368496.000000 Penalty: 81209.359375
Iteration 156Q: 24 clusters Score -1.583685e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 33765 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 67066 members 
Mstep: Class 8 contains 204382 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 117049 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307809 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33053 members 
Mstep: Class 19 contains 405961 members 
Mstep: Class 21 contains 24805 members 
Mstep: Class 22 contains 231891 members 
Mstep: Class 23 contains 6933 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368624.000000 Penalty: 81209.359375
Iteration 157Q: 24 clusters Score -1.583686e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 33769 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 67080 members 
Mstep: Class 8 contains 204541 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 116936 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307815 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33040 members 
Mstep: Class 19 contains 405955 members 
Mstep: Class 21 contains 24809 members 
Mstep: Class 22 contains 231817 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368640.000000 Penalty: 81209.359375
Iteration 158Q: 24 clusters Score -1.583686e+08 nChanged 359
Entering ConstructFrom: 
Score: -158368640.000000 Penalty: 81209.359375
Entering ConstructFrom: 
Trying to split cluster 1 (57386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Entering Unmasked Estep 
Score: -5851683.000000 Penalty: 2717.473877
	Iteration 0F: 2 clusters Score -5851683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -5813219.500000 Penalty: 5434.947754
	Iteration 0F: 3 clusters Score -5813220 nChanged 26643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -5828180.500000 Penalty: 5434.947754
	Iteration 1F: 3 clusters Score -5828180 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5828823.500000 Penalty: 5434.947754
	Iteration 2Q: 3 clusters Score -5828824 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5829592.500000 Penalty: 5434.947754
	Iteration 3Q: 3 clusters Score -5829592 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5830446.500000 Penalty: 5434.947754
	Iteration 4Q: 3 clusters Score -5830446 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5831640.000000 Penalty: 5434.947754
	Iteration 5Q: 3 clusters Score -5831640 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5833243.000000 Penalty: 5434.947754
	Iteration 6F: 3 clusters Score -5833243 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5835333.000000 Penalty: 5434.947754
	Iteration 7F: 3 clusters Score -5835333 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5837813.500000 Penalty: 5434.947754
	Iteration 8F: 3 clusters Score -5837814 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -5840479.000000 Penalty: 5434.947754
	Iteration 9F: 3 clusters Score -5840479 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5842748.500000 Penalty: 5434.947754
	Iteration 10Q: 3 clusters Score -5842748 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5844419.500000 Penalty: 5434.947754
	Iteration 11Q: 3 clusters Score -5844420 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -5845584.500000 Penalty: 5434.947754
	Iteration 12Q: 3 clusters Score -5845584 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -5846398.500000 Penalty: 5434.947754
	Iteration 13Q: 3 clusters Score -5846398 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5847080.000000 Penalty: 5434.947754
	Iteration 14Q: 3 clusters Score -5847080 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5847657.500000 Penalty: 5434.947754
	Iteration 15Q: 3 clusters Score -5847658 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5848083.500000 Penalty: 5434.947754
	Iteration 16Q: 3 clusters Score -5848084 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5848431.000000 Penalty: 5434.947754
	Iteration 17Q: 3 clusters Score -5848431 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5848715.000000 Penalty: 5434.947754
	Iteration 18Q: 3 clusters Score -5848715 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5848897.000000 Penalty: 5434.947754
	Iteration 19Q: 3 clusters Score -5848897 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5849035.500000 Penalty: 5434.947754
	Iteration 20F: 3 clusters Score -5849036 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5849098.000000 Penalty: 5434.947754
	Iteration 21Q: 3 clusters Score -5849098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5849145.500000 Penalty: 5434.947754
	Iteration 22Q: 3 clusters Score -5849146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5849199.000000 Penalty: 5434.947754
	Iteration 23Q: 3 clusters Score -5849199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5849235.000000 Penalty: 5434.947754
	Iteration 24Q: 3 clusters Score -5849235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5849267.000000 Penalty: 5434.947754
	Iteration 25Q: 3 clusters Score -5849267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5849287.000000 Penalty: 5434.947754
	Iteration 26Q: 3 clusters Score -5849287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5849293.500000 Penalty: 5434.947754
	Iteration 27Q: 3 clusters Score -5849294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5849311.500000 Penalty: 5434.947754
	Iteration 28Q: 3 clusters Score -5849312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5849323.000000 Penalty: 5434.947754
	Iteration 29Q: 3 clusters Score -5849323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5849323.500000 Penalty: 5434.947754
	Iteration 30Q: 3 clusters Score -5849324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5849338.000000 Penalty: 5434.947754
	Iteration 31Q: 3 clusters Score -5849338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5849328.500000 Penalty: 5434.947754
	Iteration 32Q: 3 clusters Score -5849328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5849335.500000 Penalty: 5434.947754
	Iteration 33Q: 3 clusters Score -5849336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5849338.500000 Penalty: 5434.947754
	Iteration 34Q: 3 clusters Score -5849338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5849352.500000 Penalty: 5434.947754
	Iteration 35Q: 3 clusters Score -5849352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5849344.500000 Penalty: 5434.947754
	Iteration 36Q: 3 clusters Score -5849344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5849348.000000 Penalty: 5434.947754
	Iteration 37Q: 3 clusters Score -5849348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5849356.000000 Penalty: 5434.947754
	Iteration 38Q: 3 clusters Score -5849356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5849357.500000 Penalty: 5434.947754
	Iteration 39Q: 3 clusters Score -5849358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5849357.000000 Penalty: 5434.947754
	Iteration 40F: 3 clusters Score -5849357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5849358.000000 Penalty: 5434.947754
	Iteration 41Q: 3 clusters Score -5849358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5849362.000000 Penalty: 5434.947754
	Iteration 42Q: 3 clusters Score -5849362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5849357.500000 Penalty: 5434.947754
	Iteration 43Q: 3 clusters Score -5849358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5849360.000000 Penalty: 5434.947754
	Iteration 44Q: 3 clusters Score -5849360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5849363.500000 Penalty: 5434.947754
	Iteration 45Q: 3 clusters Score -5849364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5849369.000000 Penalty: 5434.947754
	Iteration 46Q: 3 clusters Score -5849369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5849378.000000 Penalty: 5434.947754
	Iteration 47Q: 3 clusters Score -5849378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5849371.000000 Penalty: 5434.947754
	Iteration 48Q: 3 clusters Score -5849371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5849373.000000 Penalty: 5434.947754
	Iteration 49Q: 3 clusters Score -5849373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5849373.000000 Penalty: 5434.947754
	Iteration 50F: 3 clusters Score -5849373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -755149.812500 Penalty: 2196.169189
	Iteration 0F: 2 clusters Score -755149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -749382.562500 Penalty: 4392.338379
	Iteration 0F: 3 clusters Score -749382.6 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -750878.437500 Penalty: 4392.338379
	Iteration 1F: 3 clusters Score -750878.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -751088.625000 Penalty: 4392.338379
	Iteration 2F: 3 clusters Score -751088.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -751245.750000 Penalty: 4392.338379
	Iteration 3Q: 3 clusters Score -751245.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -751369.625000 Penalty: 4392.338379
	Iteration 4Q: 3 clusters Score -751369.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -751448.375000 Penalty: 4392.338379
	Iteration 5Q: 3 clusters Score -751448.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -751522.500000 Penalty: 4392.338379
	Iteration 6Q: 3 clusters Score -751522.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -751587.187500 Penalty: 4392.338379
	Iteration 7Q: 3 clusters Score -751587.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -751658.437500 Penalty: 4392.338379
	Iteration 8Q: 3 clusters Score -751658.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -751738.687500 Penalty: 4392.338379
	Iteration 9Q: 3 clusters Score -751738.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -751822.312500 Penalty: 4392.338379
	Iteration 10Q: 3 clusters Score -751822.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -751924.687500 Penalty: 4392.338379
	Iteration 11Q: 3 clusters Score -751924.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -752051.875000 Penalty: 4392.338379
	Iteration 12Q: 3 clusters Score -752051.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -752189.437500 Penalty: 4392.338379
	Iteration 13Q: 3 clusters Score -752189.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -752332.625000 Penalty: 4392.338379
	Iteration 14Q: 3 clusters Score -752332.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -752497.625000 Penalty: 4392.338379
	Iteration 15Q: 3 clusters Score -752497.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -752637.437500 Penalty: 4392.338379
	Iteration 16Q: 3 clusters Score -752637.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -752750.500000 Penalty: 4392.338379
	Iteration 17Q: 3 clusters Score -752750.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -752863.187500 Penalty: 4392.338379
	Iteration 18Q: 3 clusters Score -752863.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -752962.062500 Penalty: 4392.338379
	Iteration 19Q: 3 clusters Score -752962.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -753021.812500 Penalty: 4392.338379
	Iteration 20F: 3 clusters Score -753021.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -753078.375000 Penalty: 4392.338379
	Iteration 21Q: 3 clusters Score -753078.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -753125.187500 Penalty: 4392.338379
	Iteration 22Q: 3 clusters Score -753125.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -753152.937500 Penalty: 4392.338379
	Iteration 23Q: 3 clusters Score -753152.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -753184.937500 Penalty: 4392.338379
	Iteration 24Q: 3 clusters Score -753184.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -753211.562500 Penalty: 4392.338379
	Iteration 25Q: 3 clusters Score -753211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -753226.437500 Penalty: 4392.338379
	Iteration 26Q: 3 clusters Score -753226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -753239.312500 Penalty: 4392.338379
	Iteration 27Q: 3 clusters Score -753239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -753245.375000 Penalty: 4392.338379
	Iteration 28Q: 3 clusters Score -753245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -753254.125000 Penalty: 4392.338379
	Iteration 29Q: 3 clusters Score -753254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -753258.750000 Penalty: 4392.338379
	Iteration 30Q: 3 clusters Score -753258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -753262.125000 Penalty: 4392.338379
	Iteration 31Q: 3 clusters Score -753262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -753263.062500 Penalty: 4392.338379
	Iteration 32Q: 3 clusters Score -753263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -753267.937500 Penalty: 4392.338379
	Iteration 33Q: 3 clusters Score -753267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -753269.750000 Penalty: 4392.338379
	Iteration 34Q: 3 clusters Score -753269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -753271.812500 Penalty: 4392.338379
	Iteration 35Q: 3 clusters Score -753271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -753274.125000 Penalty: 4392.338379
	Iteration 36Q: 3 clusters Score -753274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -753272.937500 Penalty: 4392.338379
	Iteration 37Q: 3 clusters Score -753272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -753272.937500 Penalty: 4392.338379
	Iteration 38F: 3 clusters Score -753272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Entering Unmasked Estep 
Score: -3642851.250000 Penalty: 2586.028809
	Iteration 0F: 2 clusters Score -3642851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3619742.500000 Penalty: 5172.057617
	Iteration 0F: 3 clusters Score -3619742 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3628213.750000 Penalty: 5172.057617
	Iteration 1F: 3 clusters Score -3628214 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3628790.000000 Penalty: 5172.057617
	Iteration 2Q: 3 clusters Score -3628790 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3629401.500000 Penalty: 5172.057617
	Iteration 3Q: 3 clusters Score -3629402 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3630149.250000 Penalty: 5172.057617
	Iteration 4Q: 3 clusters Score -3630149 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3631192.250000 Penalty: 5172.057617
	Iteration 5F: 3 clusters Score -3631192 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3632570.000000 Penalty: 5172.057617
	Iteration 6F: 3 clusters Score -3632570 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3634296.000000 Penalty: 5172.057617
	Iteration 7F: 3 clusters Score -3634296 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3636308.000000 Penalty: 5172.057617
	Iteration 8F: 3 clusters Score -3636308 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3638027.500000 Penalty: 5172.057617
	Iteration 9F: 3 clusters Score -3638028 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3639053.250000 Penalty: 5172.057617
	Iteration 10Q: 3 clusters Score -3639053 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3639484.250000 Penalty: 5172.057617
	Iteration 11Q: 3 clusters Score -3639484 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3639751.750000 Penalty: 5172.057617
	Iteration 12Q: 3 clusters Score -3639752 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3639907.000000 Penalty: 5172.057617
	Iteration 13Q: 3 clusters Score -3639907 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3640036.500000 Penalty: 5172.057617
	Iteration 14Q: 3 clusters Score -3640036 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3640118.250000 Penalty: 5172.057617
	Iteration 15Q: 3 clusters Score -3640118 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3640209.500000 Penalty: 5172.057617
	Iteration 16Q: 3 clusters Score -3640210 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3640270.250000 Penalty: 5172.057617
	Iteration 17Q: 3 clusters Score -3640270 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3640345.000000 Penalty: 5172.057617
	Iteration 18Q: 3 clusters Score -3640345 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3640409.750000 Penalty: 5172.057617
	Iteration 19Q: 3 clusters Score -3640410 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3640476.250000 Penalty: 5172.057617
	Iteration 20F: 3 clusters Score -3640476 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3640528.500000 Penalty: 5172.057617
	Iteration 21Q: 3 clusters Score -3640528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3640563.500000 Penalty: 5172.057617
	Iteration 22Q: 3 clusters Score -3640564 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3640614.000000 Penalty: 5172.057617
	Iteration 23Q: 3 clusters Score -3640614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3640645.000000 Penalty: 5172.057617
	Iteration 24Q: 3 clusters Score -3640645 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3640672.000000 Penalty: 5172.057617
	Iteration 25Q: 3 clusters Score -3640672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3640693.500000 Penalty: 5172.057617
	Iteration 26Q: 3 clusters Score -3640694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3640716.250000 Penalty: 5172.057617
	Iteration 27Q: 3 clusters Score -3640716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3640736.750000 Penalty: 5172.057617
	Iteration 28Q: 3 clusters Score -3640737 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3640753.250000 Penalty: 5172.057617
	Iteration 29Q: 3 clusters Score -3640753 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3640780.250000 Penalty: 5172.057617
	Iteration 30Q: 3 clusters Score -3640780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3640803.250000 Penalty: 5172.057617
	Iteration 31Q: 3 clusters Score -3640803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3640823.250000 Penalty: 5172.057617
	Iteration 32Q: 3 clusters Score -3640823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3640857.250000 Penalty: 5172.057617
	Iteration 33Q: 3 clusters Score -3640857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3640883.500000 Penalty: 5172.057617
	Iteration 34Q: 3 clusters Score -3640884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3640913.500000 Penalty: 5172.057617
	Iteration 35Q: 3 clusters Score -3640914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3640939.250000 Penalty: 5172.057617
	Iteration 36Q: 3 clusters Score -3640939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3640959.500000 Penalty: 5172.057617
	Iteration 37Q: 3 clusters Score -3640960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3640982.250000 Penalty: 5172.057617
	Iteration 38Q: 3 clusters Score -3640982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3641005.000000 Penalty: 5172.057617
	Iteration 39Q: 3 clusters Score -3641005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3641024.750000 Penalty: 5172.057617
	Iteration 40F: 3 clusters Score -3641025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3641045.250000 Penalty: 5172.057617
	Iteration 41Q: 3 clusters Score -3641045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3641065.250000 Penalty: 5172.057617
	Iteration 42Q: 3 clusters Score -3641065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3641080.250000 Penalty: 5172.057617
	Iteration 43Q: 3 clusters Score -3641080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3641078.500000 Penalty: 5172.057617
	Iteration 44Q: 3 clusters Score -3641078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3641089.500000 Penalty: 5172.057617
	Iteration 45Q: 3 clusters Score -3641090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3641097.750000 Penalty: 5172.057617
	Iteration 46Q: 3 clusters Score -3641098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3641108.500000 Penalty: 5172.057617
	Iteration 47Q: 3 clusters Score -3641108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3641115.750000 Penalty: 5172.057617
	Iteration 48Q: 3 clusters Score -3641116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3641118.250000 Penalty: 5172.057617
	Iteration 49Q: 3 clusters Score -3641118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3641122.750000 Penalty: 5172.057617
	Iteration 50Q: 3 clusters Score -3641123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3641124.750000 Penalty: 5172.057617
	Iteration 51Q: 3 clusters Score -3641125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3641126.250000 Penalty: 5172.057617
	Iteration 52Q: 3 clusters Score -3641126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3641123.750000 Penalty: 5172.057617
	Iteration 53Q: 3 clusters Score -3641124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3641122.250000 Penalty: 5172.057617
	Iteration 54Q: 3 clusters Score -3641122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3641118.750000 Penalty: 5172.057617
	Iteration 55Q: 3 clusters Score -3641119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3641124.750000 Penalty: 5172.057617
	Iteration 56Q: 3 clusters Score -3641125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3641125.500000 Penalty: 5172.057617
	Iteration 57Q: 3 clusters Score -3641126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3641124.250000 Penalty: 5172.057617
	Iteration 58Q: 3 clusters Score -3641124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3641131.500000 Penalty: 5172.057617
	Iteration 59Q: 3 clusters Score -3641132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3641136.000000 Penalty: 5172.057617
	Iteration 60F: 3 clusters Score -3641136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3641145.750000 Penalty: 5172.057617
	Iteration 61Q: 3 clusters Score -3641146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3641143.500000 Penalty: 5172.057617
	Iteration 62Q: 3 clusters Score -3641144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3641145.750000 Penalty: 5172.057617
	Iteration 63Q: 3 clusters Score -3641146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3641146.500000 Penalty: 5172.057617
	Iteration 64Q: 3 clusters Score -3641146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3641143.000000 Penalty: 5172.057617
	Iteration 65Q: 3 clusters Score -3641143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3641148.000000 Penalty: 5172.057617
	Iteration 66Q: 3 clusters Score -3641148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3641148.000000 Penalty: 5172.057617
	Iteration 67Q: 3 clusters Score -3641148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3641148.000000 Penalty: 5172.057617
	Iteration 68F: 3 clusters Score -3641148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -238503.593750 Penalty: 1931.887329
	Iteration 0F: 2 clusters Score -238503.6 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 1232 members 
Entering Unmasked Estep 
Score: -235602.656250 Penalty: 3863.774658
	Iteration 0F: 3 clusters Score -235602.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -236184.171875 Penalty: 3863.774658
	Iteration 1F: 3 clusters Score -236184.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -236306.468750 Penalty: 3863.774658
	Iteration 2F: 3 clusters Score -236306.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -236375.828125 Penalty: 3863.774658
	Iteration 3Q: 3 clusters Score -236375.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -236414.296875 Penalty: 3863.774658
	Iteration 4Q: 3 clusters Score -236414.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -236445.046875 Penalty: 3863.774658
	Iteration 5Q: 3 clusters Score -236445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -236463.234375 Penalty: 3863.774658
	Iteration 6Q: 3 clusters Score -236463.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -236480.390625 Penalty: 3863.774658
	Iteration 7Q: 3 clusters Score -236480.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -236488.421875 Penalty: 3863.774658
	Iteration 8Q: 3 clusters Score -236488.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -236494.968750 Penalty: 3863.774658
	Iteration 9Q: 3 clusters Score -236495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -236499.500000 Penalty: 3863.774658
	Iteration 10Q: 3 clusters Score -236499.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -236504.953125 Penalty: 3863.774658
	Iteration 11Q: 3 clusters Score -236505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -236514.296875 Penalty: 3863.774658
	Iteration 12Q: 3 clusters Score -236514.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -236522.734375 Penalty: 3863.774658
	Iteration 13Q: 3 clusters Score -236522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -236529.265625 Penalty: 3863.774658
	Iteration 14Q: 3 clusters Score -236529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -236536.671875 Penalty: 3863.774658
	Iteration 15Q: 3 clusters Score -236536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -236545.421875 Penalty: 3863.774658
	Iteration 16Q: 3 clusters Score -236545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -236553.984375 Penalty: 3863.774658
	Iteration 17Q: 3 clusters Score -236554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -236562.968750 Penalty: 3863.774658
	Iteration 18Q: 3 clusters Score -236563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -236565.609375 Penalty: 3863.774658
	Iteration 19Q: 3 clusters Score -236565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -236568.359375 Penalty: 3863.774658
	Iteration 20F: 3 clusters Score -236568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -236568.734375 Penalty: 3863.774658
	Iteration 21Q: 3 clusters Score -236568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -236569.140625 Penalty: 3863.774658
	Iteration 22Q: 3 clusters Score -236569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -236569.687500 Penalty: 3863.774658
	Iteration 23Q: 3 clusters Score -236569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236570.390625 Penalty: 3863.774658
	Iteration 24Q: 3 clusters Score -236570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -236570.765625 Penalty: 3863.774658
	Iteration 25Q: 3 clusters Score -236570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -236570.765625 Penalty: 3863.774658
	Iteration 26F: 3 clusters Score -236570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -235371.234375 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -235371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -232559.531250 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -232559.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233036.953125 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -233037 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233204.796875 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -233204.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233339.234375 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -233339.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -233416.515625 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -233416.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233473.265625 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -233473.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -233527.937500 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -233527.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233568.312500 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -233568.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233599.765625 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -233599.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -233625.546875 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -233625.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233647.156250 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -233647.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -233664.203125 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -233664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233671.859375 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -233671.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -233678.843750 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -233678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -233684.234375 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -233684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233687.125000 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -233687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233688.484375 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -233688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -233689.156250 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -233689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233690.578125 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -233690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -233693.828125 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -233693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -233698.250000 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -233698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233700.062500 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -233700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -233701.109375 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -233701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -233703.937500 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -233703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233709.156250 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -233709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -233717.953125 Penalty: 3837.641357
	Iteration 25Q: 3 clusters Score -233718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -233725.500000 Penalty: 3837.641357
	Iteration 26Q: 3 clusters Score -233725.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233735.328125 Penalty: 3837.641357
	Iteration 27Q: 3 clusters Score -233735.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233746.703125 Penalty: 3837.641357
	Iteration 28Q: 3 clusters Score -233746.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -233757.953125 Penalty: 3837.641357
	Iteration 29Q: 3 clusters Score -233758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233765.265625 Penalty: 3837.641357
	Iteration 30Q: 3 clusters Score -233765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -233769.015625 Penalty: 3837.641357
	Iteration 31Q: 3 clusters Score -233769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -233770.750000 Penalty: 3837.641357
	Iteration 32Q: 3 clusters Score -233770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -233772.921875 Penalty: 3837.641357
	Iteration 33Q: 3 clusters Score -233772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -233775.062500 Penalty: 3837.641357
	Iteration 34Q: 3 clusters Score -233775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233775.906250 Penalty: 3837.641357
	Iteration 35Q: 3 clusters Score -233775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233775.906250 Penalty: 3837.641357
	Iteration 36F: 3 clusters Score -233775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -644164.875000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -644164.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -639069.000000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -639069 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -640284.000000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -640284 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -640515.750000 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -640515.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -640670.250000 Penalty: 4312.057617
	Iteration 3F: 3 clusters Score -640670.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -640782.062500 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -640782.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -640877.250000 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -640877.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -640962.187500 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -640962.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -641051.500000 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -641051.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -641138.812500 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -641138.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -641254.375000 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -641254.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -641380.125000 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -641380.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -641507.062500 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -641507.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -641629.937500 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -641629.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -641748.500000 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -641748.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -641864.187500 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -641864.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -641985.062500 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -641985.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -642100.625000 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -642100.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -642208.562500 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -642208.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -642298.937500 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -642298.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -642356.375000 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -642356.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -642397.875000 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -642397.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -642441.750000 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -642441.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -642476.875000 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -642476.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -642493.437500 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -642493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -642502.625000 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -642502.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -642522.750000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -642522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -642536.125000 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -642536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -642541.812500 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -642541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -642552.625000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -642552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -642562.062500 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -642562.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -642572.500000 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -642572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -642580.500000 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -642580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -642583.750000 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -642583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -642587.562500 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -642587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -642588.812500 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -642588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -642591.687500 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -642591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -642593.937500 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -642593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -642596.375000 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -642596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -642596.000000 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -642596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -642596.000000 Penalty: 4312.057617
	Iteration 39F: 3 clusters Score -642596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Entering Unmasked Estep 
Score: -7228983.500000 Penalty: 2756.201660
	Iteration 0F: 2 clusters Score -7228984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -7184079.500000 Penalty: 5512.403320
	Iteration 0F: 3 clusters Score -7184080 nChanged 31195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -7201626.500000 Penalty: 5512.403320
	Iteration 1F: 3 clusters Score -7201626 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -7202468.500000 Penalty: 5512.403320
	Iteration 2Q: 3 clusters Score -7202468 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -7203708.500000 Penalty: 5512.403320
	Iteration 3Q: 3 clusters Score -7203708 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -7205850.500000 Penalty: 5512.403320
	Iteration 4F: 3 clusters Score -7205850 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -7209604.000000 Penalty: 5512.403320
	Iteration 5F: 3 clusters Score -7209604 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -7215145.000000 Penalty: 5512.403320
	Iteration 6F: 3 clusters Score -7215145 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -7220685.000000 Penalty: 5512.403320
	Iteration 7F: 3 clusters Score -7220685 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -7224192.000000 Penalty: 5512.403320
	Iteration 8F: 3 clusters Score -7224192 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -7225899.000000 Penalty: 5512.403320
	Iteration 9Q: 3 clusters Score -7225899 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -7226588.500000 Penalty: 5512.403320
	Iteration 10Q: 3 clusters Score -7226588 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -7226906.000000 Penalty: 5512.403320
	Iteration 11Q: 3 clusters Score -7226906 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -7227096.000000 Penalty: 5512.403320
	Iteration 12Q: 3 clusters Score -7227096 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -7227183.000000 Penalty: 5512.403320
	Iteration 13Q: 3 clusters Score -7227183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -7227244.000000 Penalty: 5512.403320
	Iteration 14Q: 3 clusters Score -7227244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -7227286.000000 Penalty: 5512.403320
	Iteration 15Q: 3 clusters Score -7227286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -7227326.000000 Penalty: 5512.403320
	Iteration 16Q: 3 clusters Score -7227326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -7227336.500000 Penalty: 5512.403320
	Iteration 17Q: 3 clusters Score -7227336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -7227372.000000 Penalty: 5512.403320
	Iteration 18Q: 3 clusters Score -7227372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -7227385.500000 Penalty: 5512.403320
	Iteration 19Q: 3 clusters Score -7227386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -7227408.500000 Penalty: 5512.403320
	Iteration 20F: 3 clusters Score -7227408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -7227437.500000 Penalty: 5512.403320
	Iteration 21Q: 3 clusters Score -7227438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -7227456.500000 Penalty: 5512.403320
	Iteration 22Q: 3 clusters Score -7227456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -7227461.500000 Penalty: 5512.403320
	Iteration 23Q: 3 clusters Score -7227462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -7227451.000000 Penalty: 5512.403320
	Iteration 24Q: 3 clusters Score -7227451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -7227455.000000 Penalty: 5512.403320
	Iteration 25Q: 3 clusters Score -7227455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -7227454.500000 Penalty: 5512.403320
	Iteration 26Q: 3 clusters Score -7227454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -7227456.500000 Penalty: 5512.403320
	Iteration 27Q: 3 clusters Score -7227456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -7227457.000000 Penalty: 5512.403320
	Iteration 28Q: 3 clusters Score -7227457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -7227465.500000 Penalty: 5512.403320
	Iteration 29Q: 3 clusters Score -7227466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -7227465.500000 Penalty: 5512.403320
	Iteration 30Q: 3 clusters Score -7227466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -7227465.500000 Penalty: 5512.403320
	Iteration 31F: 3 clusters Score -7227466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (204664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204664 members 
Entering Unmasked Estep 
Score: -21804978.000000 Penalty: 3032.822998
	Iteration 0F: 2 clusters Score -2.180498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -21668414.000000 Penalty: 6065.645996
	Iteration 0F: 3 clusters Score -2.166841e+07 nChanged 98491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -21725982.000000 Penalty: 6065.645996
	Iteration 1F: 3 clusters Score -2.172598e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -21726874.000000 Penalty: 6065.645996
	Iteration 2Q: 3 clusters Score -2.172687e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 101414 members 
Entering Unmasked Estep 
Score: -21727714.000000 Penalty: 6065.645996
	Iteration 3Q: 3 clusters Score -2.172771e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -21728742.000000 Penalty: 6065.645996
	Iteration 4Q: 3 clusters Score -2.172874e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103795 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -21730230.000000 Penalty: 6065.645996
	Iteration 5Q: 3 clusters Score -2.173023e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -21732612.000000 Penalty: 6065.645996
	Iteration 6Q: 3 clusters Score -2.173261e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -21736722.000000 Penalty: 6065.645996
	Iteration 7Q: 3 clusters Score -2.173672e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -21743596.000000 Penalty: 6065.645996
	Iteration 8F: 3 clusters Score -2.17436e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -21753548.000000 Penalty: 6065.645996
	Iteration 9F: 3 clusters Score -2.175355e+07 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108277 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -21763522.000000 Penalty: 6065.645996
	Iteration 10F: 3 clusters Score -2.176352e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -21768412.000000 Penalty: 6065.645996
	Iteration 11F: 3 clusters Score -2.176841e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -21770134.000000 Penalty: 6065.645996
	Iteration 12Q: 3 clusters Score -2.177013e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -21770710.000000 Penalty: 6065.645996
	Iteration 13Q: 3 clusters Score -2.177071e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -21771326.000000 Penalty: 6065.645996
	Iteration 14Q: 3 clusters Score -2.177133e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -21771840.000000 Penalty: 6065.645996
	Iteration 15Q: 3 clusters Score -2.177184e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -21772512.000000 Penalty: 6065.645996
	Iteration 16Q: 3 clusters Score -2.177251e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -21772866.000000 Penalty: 6065.645996
	Iteration 17Q: 3 clusters Score -2.177287e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -21773334.000000 Penalty: 6065.645996
	Iteration 18Q: 3 clusters Score -2.177333e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -21773886.000000 Penalty: 6065.645996
	Iteration 19Q: 3 clusters Score -2.177389e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -21774460.000000 Penalty: 6065.645996
	Iteration 20F: 3 clusters Score -2.177446e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115587 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -21775056.000000 Penalty: 6065.645996
	Iteration 21Q: 3 clusters Score -2.177506e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -21775678.000000 Penalty: 6065.645996
	Iteration 22Q: 3 clusters Score -2.177568e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -21776168.000000 Penalty: 6065.645996
	Iteration 23Q: 3 clusters Score -2.177617e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117489 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -21776796.000000 Penalty: 6065.645996
	Iteration 24Q: 3 clusters Score -2.17768e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -21777498.000000 Penalty: 6065.645996
	Iteration 25Q: 3 clusters Score -2.17775e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -21777924.000000 Penalty: 6065.645996
	Iteration 26Q: 3 clusters Score -2.177792e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -21778404.000000 Penalty: 6065.645996
	Iteration 27Q: 3 clusters Score -2.17784e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119387 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -21778990.000000 Penalty: 6065.645996
	Iteration 28Q: 3 clusters Score -2.177899e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -21779634.000000 Penalty: 6065.645996
	Iteration 29Q: 3 clusters Score -2.177963e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -21780112.000000 Penalty: 6065.645996
	Iteration 30Q: 3 clusters Score -2.178011e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -21780564.000000 Penalty: 6065.645996
	Iteration 31Q: 3 clusters Score -2.178056e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120534 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -21780982.000000 Penalty: 6065.645996
	Iteration 32Q: 3 clusters Score -2.178098e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120849 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -21781260.000000 Penalty: 6065.645996
	Iteration 33Q: 3 clusters Score -2.178126e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -21781790.000000 Penalty: 6065.645996
	Iteration 34Q: 3 clusters Score -2.178179e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -21782072.000000 Penalty: 6065.645996
	Iteration 35Q: 3 clusters Score -2.178207e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -21782334.000000 Penalty: 6065.645996
	Iteration 36Q: 3 clusters Score -2.178233e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -21782624.000000 Penalty: 6065.645996
	Iteration 37Q: 3 clusters Score -2.178262e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -21782872.000000 Penalty: 6065.645996
	Iteration 38Q: 3 clusters Score -2.178287e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -21783108.000000 Penalty: 6065.645996
	Iteration 39Q: 3 clusters Score -2.178311e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -21783240.000000 Penalty: 6065.645996
	Iteration 40F: 3 clusters Score -2.178324e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124339 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -21783416.000000 Penalty: 6065.645996
	Iteration 41Q: 3 clusters Score -2.178342e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -21783532.000000 Penalty: 6065.645996
	Iteration 42Q: 3 clusters Score -2.178353e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125428 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -21783634.000000 Penalty: 6065.645996
	Iteration 43Q: 3 clusters Score -2.178363e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -21783588.000000 Penalty: 6065.645996
	Iteration 44Q: 3 clusters Score -2.178359e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126558 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -21783654.000000 Penalty: 6065.645996
	Iteration 45Q: 3 clusters Score -2.178365e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -21783752.000000 Penalty: 6065.645996
	Iteration 46Q: 3 clusters Score -2.178375e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -21783768.000000 Penalty: 6065.645996
	Iteration 47Q: 3 clusters Score -2.178377e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128434 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -21783926.000000 Penalty: 6065.645996
	Iteration 48Q: 3 clusters Score -2.178393e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -21784042.000000 Penalty: 6065.645996
	Iteration 49Q: 3 clusters Score -2.178404e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129863 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -21784178.000000 Penalty: 6065.645996
	Iteration 50Q: 3 clusters Score -2.178418e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130643 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -21784136.000000 Penalty: 6065.645996
	Iteration 51Q: 3 clusters Score -2.178414e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -21784284.000000 Penalty: 6065.645996
	Iteration 52Q: 3 clusters Score -2.178428e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -21784374.000000 Penalty: 6065.645996
	Iteration 53Q: 3 clusters Score -2.178437e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -21784414.000000 Penalty: 6065.645996
	Iteration 54Q: 3 clusters Score -2.178441e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -21784560.000000 Penalty: 6065.645996
	Iteration 55Q: 3 clusters Score -2.178456e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -21784608.000000 Penalty: 6065.645996
	Iteration 56Q: 3 clusters Score -2.178461e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135612 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -21784722.000000 Penalty: 6065.645996
	Iteration 57Q: 3 clusters Score -2.178472e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -21784818.000000 Penalty: 6065.645996
	Iteration 58Q: 3 clusters Score -2.178482e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137663 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -21784934.000000 Penalty: 6065.645996
	Iteration 59Q: 3 clusters Score -2.178493e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -21785100.000000 Penalty: 6065.645996
	Iteration 60F: 3 clusters Score -2.17851e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -21785226.000000 Penalty: 6065.645996
	Iteration 61Q: 3 clusters Score -2.178523e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -21785342.000000 Penalty: 6065.645996
	Iteration 62Q: 3 clusters Score -2.178534e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -21785396.000000 Penalty: 6065.645996
	Iteration 63Q: 3 clusters Score -2.17854e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -21785560.000000 Penalty: 6065.645996
	Iteration 64Q: 3 clusters Score -2.178556e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145124 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -21785846.000000 Penalty: 6065.645996
	Iteration 65Q: 3 clusters Score -2.178585e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146556 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -21786108.000000 Penalty: 6065.645996
	Iteration 66Q: 3 clusters Score -2.178611e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -21786334.000000 Penalty: 6065.645996
	Iteration 67Q: 3 clusters Score -2.178633e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -21786504.000000 Penalty: 6065.645996
	Iteration 68Q: 3 clusters Score -2.17865e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -21786802.000000 Penalty: 6065.645996
	Iteration 69Q: 3 clusters Score -2.17868e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -21787122.000000 Penalty: 6065.645996
	Iteration 70Q: 3 clusters Score -2.178712e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -21787574.000000 Penalty: 6065.645996
	Iteration 71Q: 3 clusters Score -2.178757e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -21788090.000000 Penalty: 6065.645996
	Iteration 72Q: 3 clusters Score -2.178809e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -21788638.000000 Penalty: 6065.645996
	Iteration 73Q: 3 clusters Score -2.178864e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162491 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -21789280.000000 Penalty: 6065.645996
	Iteration 74Q: 3 clusters Score -2.178928e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -21789866.000000 Penalty: 6065.645996
	Iteration 75Q: 3 clusters Score -2.178987e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167936 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -21790586.000000 Penalty: 6065.645996
	Iteration 76Q: 3 clusters Score -2.179059e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170853 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -21791384.000000 Penalty: 6065.645996
	Iteration 77Q: 3 clusters Score -2.179138e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173841 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -21792252.000000 Penalty: 6065.645996
	Iteration 78Q: 3 clusters Score -2.179225e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -21793222.000000 Penalty: 6065.645996
	Iteration 79Q: 3 clusters Score -2.179322e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -21794278.000000 Penalty: 6065.645996
	Iteration 80F: 3 clusters Score -2.179428e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182819 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -21795168.000000 Penalty: 6065.645996
	Iteration 81Q: 3 clusters Score -2.179517e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185659 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -21796090.000000 Penalty: 6065.645996
	Iteration 82Q: 3 clusters Score -2.179609e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188233 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -21796920.000000 Penalty: 6065.645996
	Iteration 83Q: 3 clusters Score -2.179692e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -21797660.000000 Penalty: 6065.645996
	Iteration 84Q: 3 clusters Score -2.179766e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -21798390.000000 Penalty: 6065.645996
	Iteration 85Q: 3 clusters Score -2.179839e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194825 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -21799146.000000 Penalty: 6065.645996
	Iteration 86Q: 3 clusters Score -2.179915e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196520 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -21799764.000000 Penalty: 6065.645996
	Iteration 87Q: 3 clusters Score -2.179976e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197924 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -21800384.000000 Penalty: 6065.645996
	Iteration 88Q: 3 clusters Score -2.180038e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199073 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -21800816.000000 Penalty: 6065.645996
	Iteration 89Q: 3 clusters Score -2.180082e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200000 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21801162.000000 Penalty: 6065.645996
	Iteration 90Q: 3 clusters Score -2.180116e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200707 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -21801456.000000 Penalty: 6065.645996
	Iteration 91Q: 3 clusters Score -2.180146e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201282 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -21801680.000000 Penalty: 6065.645996
	Iteration 92Q: 3 clusters Score -2.180168e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201702 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21801796.000000 Penalty: 6065.645996
	Iteration 93Q: 3 clusters Score -2.18018e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202020 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21801918.000000 Penalty: 6065.645996
	Iteration 94Q: 3 clusters Score -2.180192e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202290 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -21802030.000000 Penalty: 6065.645996
	Iteration 95Q: 3 clusters Score -2.180203e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202492 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21802082.000000 Penalty: 6065.645996
	Iteration 96Q: 3 clusters Score -2.180208e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202654 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -21802146.000000 Penalty: 6065.645996
	Iteration 97Q: 3 clusters Score -2.180215e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202786 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21802162.000000 Penalty: 6065.645996
	Iteration 98Q: 3 clusters Score -2.180216e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202882 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21802166.000000 Penalty: 6065.645996
	Iteration 99Q: 3 clusters Score -2.180217e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202959 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -21802174.000000 Penalty: 6065.645996
	Iteration 100F: 3 clusters Score -2.180217e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203020 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21802198.000000 Penalty: 6065.645996
	Iteration 101Q: 3 clusters Score -2.18022e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203075 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21802258.000000 Penalty: 6065.645996
	Iteration 102Q: 3 clusters Score -2.180226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203122 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21802276.000000 Penalty: 6065.645996
	Iteration 103Q: 3 clusters Score -2.180228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203153 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21802306.000000 Penalty: 6065.645996
	Iteration 104Q: 3 clusters Score -2.180231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203191 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -21802308.000000 Penalty: 6065.645996
	Iteration 105Q: 3 clusters Score -2.180231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203226 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21802292.000000 Penalty: 6065.645996
	Iteration 106Q: 3 clusters Score -2.180229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203265 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21802328.000000 Penalty: 6065.645996
	Iteration 107Q: 3 clusters Score -2.180233e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203293 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21802338.000000 Penalty: 6065.645996
	Iteration 108Q: 3 clusters Score -2.180234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203316 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -21802332.000000 Penalty: 6065.645996
	Iteration 109Q: 3 clusters Score -2.180233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203336 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21802362.000000 Penalty: 6065.645996
	Iteration 110Q: 3 clusters Score -2.180236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203361 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21802386.000000 Penalty: 6065.645996
	Iteration 111Q: 3 clusters Score -2.180239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203374 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21802376.000000 Penalty: 6065.645996
	Iteration 112Q: 3 clusters Score -2.180238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203386 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21802402.000000 Penalty: 6065.645996
	Iteration 113Q: 3 clusters Score -2.18024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203393 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21802402.000000 Penalty: 6065.645996
	Iteration 114Q: 3 clusters Score -2.18024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203401 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21802406.000000 Penalty: 6065.645996
	Iteration 115Q: 3 clusters Score -2.180241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21802400.000000 Penalty: 6065.645996
	Iteration 116Q: 3 clusters Score -2.18024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203413 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21802394.000000 Penalty: 6065.645996
	Iteration 117Q: 3 clusters Score -2.180239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203417 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21802400.000000 Penalty: 6065.645996
	Iteration 118Q: 3 clusters Score -2.18024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203420 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21802402.000000 Penalty: 6065.645996
	Iteration 119Q: 3 clusters Score -2.18024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203426 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21802420.000000 Penalty: 6065.645996
	Iteration 120F: 3 clusters Score -2.180242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203433 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21802406.000000 Penalty: 6065.645996
	Iteration 121Q: 3 clusters Score -2.180241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203440 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21802414.000000 Penalty: 6065.645996
	Iteration 122Q: 3 clusters Score -2.180241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203445 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21802426.000000 Penalty: 6065.645996
	Iteration 123Q: 3 clusters Score -2.180243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203452 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21802422.000000 Penalty: 6065.645996
	Iteration 124Q: 3 clusters Score -2.180242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203458 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21802420.000000 Penalty: 6065.645996
	Iteration 125Q: 3 clusters Score -2.180242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203465 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21802416.000000 Penalty: 6065.645996
	Iteration 126Q: 3 clusters Score -2.180242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203473 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21802418.000000 Penalty: 6065.645996
	Iteration 127Q: 3 clusters Score -2.180242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203481 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21802434.000000 Penalty: 6065.645996
	Iteration 128Q: 3 clusters Score -2.180243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203489 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21802420.000000 Penalty: 6065.645996
	Iteration 129Q: 3 clusters Score -2.180242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203499 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21802432.000000 Penalty: 6065.645996
	Iteration 130Q: 3 clusters Score -2.180243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203508 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21802456.000000 Penalty: 6065.645996
	Iteration 131Q: 3 clusters Score -2.180246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203520 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21802458.000000 Penalty: 6065.645996
	Iteration 132Q: 3 clusters Score -2.180246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203527 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21802458.000000 Penalty: 6065.645996
	Iteration 133Q: 3 clusters Score -2.180246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203534 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21802462.000000 Penalty: 6065.645996
	Iteration 134Q: 3 clusters Score -2.180246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203539 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21802464.000000 Penalty: 6065.645996
	Iteration 135Q: 3 clusters Score -2.180246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203542 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21802466.000000 Penalty: 6065.645996
	Iteration 136Q: 3 clusters Score -2.180247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203547 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21802460.000000 Penalty: 6065.645996
	Iteration 137Q: 3 clusters Score -2.180246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203552 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21802470.000000 Penalty: 6065.645996
	Iteration 138Q: 3 clusters Score -2.180247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203554 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21802468.000000 Penalty: 6065.645996
	Iteration 139Q: 3 clusters Score -2.180247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203562 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21802474.000000 Penalty: 6065.645996
	Iteration 140F: 3 clusters Score -2.180247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203563 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21802468.000000 Penalty: 6065.645996
	Iteration 141Q: 3 clusters Score -2.180247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203567 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21802480.000000 Penalty: 6065.645996
	Iteration 142Q: 3 clusters Score -2.180248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203570 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21802484.000000 Penalty: 6065.645996
	Iteration 143Q: 3 clusters Score -2.180248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203571 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21802484.000000 Penalty: 6065.645996
	Iteration 144Q: 3 clusters Score -2.180248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203572 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21802480.000000 Penalty: 6065.645996
	Iteration 145Q: 3 clusters Score -2.180248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203572 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21802486.000000 Penalty: 6065.645996
	Iteration 146Q: 3 clusters Score -2.180249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203573 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21802482.000000 Penalty: 6065.645996
	Iteration 147Q: 3 clusters Score -2.180248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203574 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21802482.000000 Penalty: 6065.645996
	Iteration 148Q: 3 clusters Score -2.180248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203578 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21802484.000000 Penalty: 6065.645996
	Iteration 149Q: 3 clusters Score -2.180248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21802486.000000 Penalty: 6065.645996
	Iteration 150Q: 3 clusters Score -2.180249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203582 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21802492.000000 Penalty: 6065.645996
	Iteration 151Q: 3 clusters Score -2.180249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203581 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21802490.000000 Penalty: 6065.645996
	Iteration 152Q: 3 clusters Score -2.180249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21802484.000000 Penalty: 6065.645996
	Iteration 153Q: 3 clusters Score -2.180248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21802484.000000 Penalty: 6065.645996
	Iteration 154F: 3 clusters Score -2.180248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18047.458984 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18047.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16940.869141 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -16940.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16987.939453 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -16987.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -64125.871094 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -64125.87 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 377 members 
Entering Unmasked Estep 
Score: -62541.554688 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -62541.55 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63192.761719 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -63192.76 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64182.507812 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -64182.51 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -65175.597656 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -65175.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -66032.515625 Penalty: 3282.894531
	Iteration 4F: 3 clusters Score -66032.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -66941.218750 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -66941.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -67770.984375 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -67770.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -67808.757812 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -67808.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -67818.218750 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -67818.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -67818.218750 Penalty: 3282.894531
	Iteration 9F: 3 clusters Score -67818.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 67085 members 
Mstep: Class 8 contains 204664 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 116840 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307848 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33021 members 
Mstep: Class 19 contains 405961 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 24812 members 
Mstep: Class 22 contains 231741 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
Score: -158372016.000000 Penalty: 84740.203125
Splitting cluster 10 changes total score from -158368640.000000 to -158372016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (116840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116840 members 
Entering Unmasked Estep 
Score: -12501443.000000 Penalty: 2893.803223
	Iteration 0F: 2 clusters Score -1.250144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -12423241.000000 Penalty: 5787.606445
	Iteration 0F: 3 clusters Score -1.242324e+07 nChanged 55345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -12455148.000000 Penalty: 5787.606445
	Iteration 1F: 3 clusters Score -1.245515e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -12456069.000000 Penalty: 5787.606445
	Iteration 2Q: 3 clusters Score -1.245607e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -12457218.000000 Penalty: 5787.606445
	Iteration 3Q: 3 clusters Score -1.245722e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -12458768.000000 Penalty: 5787.606445
	Iteration 4Q: 3 clusters Score -1.245877e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -12460960.000000 Penalty: 5787.606445
	Iteration 5Q: 3 clusters Score -1.246096e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -12463824.000000 Penalty: 5787.606445
	Iteration 6Q: 3 clusters Score -1.246382e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -12467524.000000 Penalty: 5787.606445
	Iteration 7F: 3 clusters Score -1.246752e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -12472196.000000 Penalty: 5787.606445
	Iteration 8F: 3 clusters Score -1.24722e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -12477240.000000 Penalty: 5787.606445
	Iteration 9F: 3 clusters Score -1.247724e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -12481292.000000 Penalty: 5787.606445
	Iteration 10F: 3 clusters Score -1.248129e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -12483400.000000 Penalty: 5787.606445
	Iteration 11Q: 3 clusters Score -1.24834e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -12484449.000000 Penalty: 5787.606445
	Iteration 12Q: 3 clusters Score -1.248445e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -12485002.000000 Penalty: 5787.606445
	Iteration 13Q: 3 clusters Score -1.2485e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -12485427.000000 Penalty: 5787.606445
	Iteration 14Q: 3 clusters Score -1.248543e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -12485886.000000 Penalty: 5787.606445
	Iteration 15Q: 3 clusters Score -1.248589e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -12486283.000000 Penalty: 5787.606445
	Iteration 16Q: 3 clusters Score -1.248628e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -12486767.000000 Penalty: 5787.606445
	Iteration 17Q: 3 clusters Score -1.248677e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -12487172.000000 Penalty: 5787.606445
	Iteration 18Q: 3 clusters Score -1.248717e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -12487653.000000 Penalty: 5787.606445
	Iteration 19Q: 3 clusters Score -1.248765e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -12488191.000000 Penalty: 5787.606445
	Iteration 20F: 3 clusters Score -1.248819e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -12488689.000000 Penalty: 5787.606445
	Iteration 21Q: 3 clusters Score -1.248869e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -12489142.000000 Penalty: 5787.606445
	Iteration 22Q: 3 clusters Score -1.248914e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -12489680.000000 Penalty: 5787.606445
	Iteration 23Q: 3 clusters Score -1.248968e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -12490307.000000 Penalty: 5787.606445
	Iteration 24Q: 3 clusters Score -1.249031e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -12491007.000000 Penalty: 5787.606445
	Iteration 25Q: 3 clusters Score -1.249101e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -12491544.000000 Penalty: 5787.606445
	Iteration 26Q: 3 clusters Score -1.249154e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -12492142.000000 Penalty: 5787.606445
	Iteration 27Q: 3 clusters Score -1.249214e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -12492849.000000 Penalty: 5787.606445
	Iteration 28Q: 3 clusters Score -1.249285e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -12493423.000000 Penalty: 5787.606445
	Iteration 29Q: 3 clusters Score -1.249342e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -12494062.000000 Penalty: 5787.606445
	Iteration 30Q: 3 clusters Score -1.249406e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -12494641.000000 Penalty: 5787.606445
	Iteration 31Q: 3 clusters Score -1.249464e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102143 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -12495132.000000 Penalty: 5787.606445
	Iteration 32Q: 3 clusters Score -1.249513e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -12495691.000000 Penalty: 5787.606445
	Iteration 33Q: 3 clusters Score -1.249569e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -12496172.000000 Penalty: 5787.606445
	Iteration 34Q: 3 clusters Score -1.249617e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -12496697.000000 Penalty: 5787.606445
	Iteration 35Q: 3 clusters Score -1.24967e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -12497050.000000 Penalty: 5787.606445
	Iteration 36Q: 3 clusters Score -1.249705e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -12497373.000000 Penalty: 5787.606445
	Iteration 37Q: 3 clusters Score -1.249737e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -12497661.000000 Penalty: 5787.606445
	Iteration 38Q: 3 clusters Score -1.249766e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -12497869.000000 Penalty: 5787.606445
	Iteration 39Q: 3 clusters Score -1.249787e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -12498063.000000 Penalty: 5787.606445
	Iteration 40F: 3 clusters Score -1.249806e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -12498248.000000 Penalty: 5787.606445
	Iteration 41Q: 3 clusters Score -1.249825e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -12498413.000000 Penalty: 5787.606445
	Iteration 42Q: 3 clusters Score -1.249841e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -12498570.000000 Penalty: 5787.606445
	Iteration 43Q: 3 clusters Score -1.249857e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -12498735.000000 Penalty: 5787.606445
	Iteration 44Q: 3 clusters Score -1.249874e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -12498830.000000 Penalty: 5787.606445
	Iteration 45Q: 3 clusters Score -1.249883e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -12498919.000000 Penalty: 5787.606445
	Iteration 46Q: 3 clusters Score -1.249892e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113184 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -12498974.000000 Penalty: 5787.606445
	Iteration 47Q: 3 clusters Score -1.249897e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -12498981.000000 Penalty: 5787.606445
	Iteration 48Q: 3 clusters Score -1.249898e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -12498994.000000 Penalty: 5787.606445
	Iteration 49Q: 3 clusters Score -1.249899e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -12499052.000000 Penalty: 5787.606445
	Iteration 50Q: 3 clusters Score -1.249905e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -12499070.000000 Penalty: 5787.606445
	Iteration 51Q: 3 clusters Score -1.249907e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -12499122.000000 Penalty: 5787.606445
	Iteration 52Q: 3 clusters Score -1.249912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -12499132.000000 Penalty: 5787.606445
	Iteration 53Q: 3 clusters Score -1.249913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -12499169.000000 Penalty: 5787.606445
	Iteration 54Q: 3 clusters Score -1.249917e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114101 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -12499198.000000 Penalty: 5787.606445
	Iteration 55Q: 3 clusters Score -1.24992e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -12499208.000000 Penalty: 5787.606445
	Iteration 56Q: 3 clusters Score -1.249921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114189 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -12499217.000000 Penalty: 5787.606445
	Iteration 57Q: 3 clusters Score -1.249922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12499206.000000 Penalty: 5787.606445
	Iteration 58Q: 3 clusters Score -1.249921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114267 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12499239.000000 Penalty: 5787.606445
	Iteration 59Q: 3 clusters Score -1.249924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12499236.000000 Penalty: 5787.606445
	Iteration 60F: 3 clusters Score -1.249924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -12499253.000000 Penalty: 5787.606445
	Iteration 61Q: 3 clusters Score -1.249925e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114367 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12499235.000000 Penalty: 5787.606445
	Iteration 62Q: 3 clusters Score -1.249924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12499254.000000 Penalty: 5787.606445
	Iteration 63Q: 3 clusters Score -1.249925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12499275.000000 Penalty: 5787.606445
	Iteration 64Q: 3 clusters Score -1.249928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12499269.000000 Penalty: 5787.606445
	Iteration 65Q: 3 clusters Score -1.249927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12499271.000000 Penalty: 5787.606445
	Iteration 66Q: 3 clusters Score -1.249927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -12499279.000000 Penalty: 5787.606445
	Iteration 67Q: 3 clusters Score -1.249928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -12499268.000000 Penalty: 5787.606445
	Iteration 68Q: 3 clusters Score -1.249927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12499270.000000 Penalty: 5787.606445
	Iteration 69Q: 3 clusters Score -1.249927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12499279.000000 Penalty: 5787.606445
	Iteration 70Q: 3 clusters Score -1.249928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -12499290.000000 Penalty: 5787.606445
	Iteration 71Q: 3 clusters Score -1.249929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12499283.000000 Penalty: 5787.606445
	Iteration 72Q: 3 clusters Score -1.249928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12499284.000000 Penalty: 5787.606445
	Iteration 73Q: 3 clusters Score -1.249928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12499276.000000 Penalty: 5787.606445
	Iteration 74Q: 3 clusters Score -1.249928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -12499274.000000 Penalty: 5787.606445
	Iteration 75Q: 3 clusters Score -1.249927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12499285.000000 Penalty: 5787.606445
	Iteration 76Q: 3 clusters Score -1.249928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12499283.000000 Penalty: 5787.606445
	Iteration 77Q: 3 clusters Score -1.249928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12499268.000000 Penalty: 5787.606445
	Iteration 78Q: 3 clusters Score -1.249927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -12499266.000000 Penalty: 5787.606445
	Iteration 79Q: 3 clusters Score -1.249927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -12499273.000000 Penalty: 5787.606445
	Iteration 80F: 3 clusters Score -1.249927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -12499279.000000 Penalty: 5787.606445
	Iteration 81Q: 3 clusters Score -1.249928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -12499288.000000 Penalty: 5787.606445
	Iteration 82Q: 3 clusters Score -1.249929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -12499300.000000 Penalty: 5787.606445
	Iteration 83Q: 3 clusters Score -1.24993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -12499293.000000 Penalty: 5787.606445
	Iteration 84Q: 3 clusters Score -1.249929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12499288.000000 Penalty: 5787.606445
	Iteration 85Q: 3 clusters Score -1.249929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -12499300.000000 Penalty: 5787.606445
	Iteration 86Q: 3 clusters Score -1.24993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -12499290.000000 Penalty: 5787.606445
	Iteration 87Q: 3 clusters Score -1.249929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114558 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12499285.000000 Penalty: 5787.606445
	Iteration 88Q: 3 clusters Score -1.249928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -12499283.000000 Penalty: 5787.606445
	Iteration 89Q: 3 clusters Score -1.249928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12499275.000000 Penalty: 5787.606445
	Iteration 90Q: 3 clusters Score -1.249928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12499279.000000 Penalty: 5787.606445
	Iteration 91Q: 3 clusters Score -1.249928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12499277.000000 Penalty: 5787.606445
	Iteration 92Q: 3 clusters Score -1.249928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -12499282.000000 Penalty: 5787.606445
	Iteration 93Q: 3 clusters Score -1.249928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -12499280.000000 Penalty: 5787.606445
	Iteration 94Q: 3 clusters Score -1.249928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12499285.000000 Penalty: 5787.606445
	Iteration 95Q: 3 clusters Score -1.249928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -12499284.000000 Penalty: 5787.606445
	Iteration 96Q: 3 clusters Score -1.249928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -12499274.000000 Penalty: 5787.606445
	Iteration 97Q: 3 clusters Score -1.249927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12499278.000000 Penalty: 5787.606445
	Iteration 98Q: 3 clusters Score -1.249928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12499277.000000 Penalty: 5787.606445
	Iteration 99Q: 3 clusters Score -1.249928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -12499279.000000 Penalty: 5787.606445
	Iteration 100F: 3 clusters Score -1.249928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12499278.000000 Penalty: 5787.606445
	Iteration 101Q: 3 clusters Score -1.249928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114596 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12499273.000000 Penalty: 5787.606445
	Iteration 102Q: 3 clusters Score -1.249927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12499284.000000 Penalty: 5787.606445
	Iteration 103Q: 3 clusters Score -1.249928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -12499281.000000 Penalty: 5787.606445
	Iteration 104Q: 3 clusters Score -1.249928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114602 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -12499281.000000 Penalty: 5787.606445
	Iteration 105Q: 3 clusters Score -1.249928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12499281.000000 Penalty: 5787.606445
	Iteration 106Q: 3 clusters Score -1.249928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -12499286.000000 Penalty: 5787.606445
	Iteration 107Q: 3 clusters Score -1.249929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -12499286.000000 Penalty: 5787.606445
	Iteration 108F: 3 clusters Score -1.249929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -126708.031250 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -126708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124478.007812 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -124478 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -125126.765625 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -125126.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -125561.421875 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -125561.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -126107.257812 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -126107.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126748.023438 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -126748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -127185.804688 Penalty: 3606.765137
	Iteration 5F: 3 clusters Score -127185.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -127787.859375 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -127787.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -128032.359375 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -128032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -128053.226562 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -128053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128060.742188 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -128060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128060.742188 Penalty: 3606.765137
	Iteration 10F: 3 clusters Score -128060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 67085 members 
Mstep: Class 8 contains 204664 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 116840 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307848 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 33021 members 
Mstep: Class 19 contains 405961 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 24812 members 
Mstep: Class 22 contains 231741 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 989 members 
Entering Unmasked Estep 
Score: -158371360.000000 Penalty: 88271.046875
Splitting cluster 12 changes total score from -158368640.000000 to -158371360.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -379952.593750 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -379952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -375872.531250 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -375872.5 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -376811.281250 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -376811.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -376998.593750 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -376998.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -377101.468750 Penalty: 4146.827637
	Iteration 3Q: 3 clusters Score -377101.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -377171.375000 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -377171.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -377225.218750 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -377225.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -377260.781250 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -377260.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -377288.937500 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -377288.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -377318.906250 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -377318.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -377342.281250 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -377342.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -377368.250000 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -377368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -377391.375000 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -377391.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -377410.875000 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -377410.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -377429.843750 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -377429.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -377449.812500 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -377449.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -377472.281250 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -377472.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -377494.562500 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -377494.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -377510.187500 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -377510.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -377522.625000 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -377522.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -377535.656250 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -377535.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -377548.812500 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -377548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -377565.718750 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -377565.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -377585.000000 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -377585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -377611.687500 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -377611.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -377630.281250 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -377630.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -377649.281250 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -377649.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -377668.250000 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -377668.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -377688.937500 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -377688.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -377710.656250 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -377710.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -377733.093750 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -377733.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -377756.500000 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -377756.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -377779.218750 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -377779.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -377798.500000 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -377798.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -377821.531250 Penalty: 4146.827637
	Iteration 33Q: 3 clusters Score -377821.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -377853.125000 Penalty: 4146.827637
	Iteration 34Q: 3 clusters Score -377853.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -377884.406250 Penalty: 4146.827637
	Iteration 35Q: 3 clusters Score -377884.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -377915.531250 Penalty: 4146.827637
	Iteration 36Q: 3 clusters Score -377915.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -377954.000000 Penalty: 4146.827637
	Iteration 37Q: 3 clusters Score -377954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -377989.500000 Penalty: 4146.827637
	Iteration 38Q: 3 clusters Score -377989.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -378014.968750 Penalty: 4146.827637
	Iteration 39Q: 3 clusters Score -378015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -378044.937500 Penalty: 4146.827637
	Iteration 40F: 3 clusters Score -378044.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -378068.437500 Penalty: 4146.827637
	Iteration 41Q: 3 clusters Score -378068.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -378091.218750 Penalty: 4146.827637
	Iteration 42Q: 3 clusters Score -378091.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -378112.468750 Penalty: 4146.827637
	Iteration 43Q: 3 clusters Score -378112.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -378130.062500 Penalty: 4146.827637
	Iteration 44Q: 3 clusters Score -378130.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -378151.062500 Penalty: 4146.827637
	Iteration 45Q: 3 clusters Score -378151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -378167.625000 Penalty: 4146.827637
	Iteration 46Q: 3 clusters Score -378167.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -378196.500000 Penalty: 4146.827637
	Iteration 47Q: 3 clusters Score -378196.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -378225.375000 Penalty: 4146.827637
	Iteration 48Q: 3 clusters Score -378225.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -378246.781250 Penalty: 4146.827637
	Iteration 49Q: 3 clusters Score -378246.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -378261.656250 Penalty: 4146.827637
	Iteration 50Q: 3 clusters Score -378261.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -378277.406250 Penalty: 4146.827637
	Iteration 51Q: 3 clusters Score -378277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -378294.906250 Penalty: 4146.827637
	Iteration 52Q: 3 clusters Score -378294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -378309.375000 Penalty: 4146.827637
	Iteration 53Q: 3 clusters Score -378309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -378314.031250 Penalty: 4146.827637
	Iteration 54Q: 3 clusters Score -378314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -378319.750000 Penalty: 4146.827637
	Iteration 55Q: 3 clusters Score -378319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -378326.218750 Penalty: 4146.827637
	Iteration 56Q: 3 clusters Score -378326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -378329.718750 Penalty: 4146.827637
	Iteration 57Q: 3 clusters Score -378329.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -378331.468750 Penalty: 4146.827637
	Iteration 58Q: 3 clusters Score -378331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -378332.281250 Penalty: 4146.827637
	Iteration 59Q: 3 clusters Score -378332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -378334.343750 Penalty: 4146.827637
	Iteration 60F: 3 clusters Score -378334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -378339.250000 Penalty: 4146.827637
	Iteration 61Q: 3 clusters Score -378339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -378341.625000 Penalty: 4146.827637
	Iteration 62Q: 3 clusters Score -378341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -378347.750000 Penalty: 4146.827637
	Iteration 63Q: 3 clusters Score -378347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -378350.968750 Penalty: 4146.827637
	Iteration 64Q: 3 clusters Score -378351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -378353.781250 Penalty: 4146.827637
	Iteration 65Q: 3 clusters Score -378353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -378357.312500 Penalty: 4146.827637
	Iteration 66Q: 3 clusters Score -378357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -378357.875000 Penalty: 4146.827637
	Iteration 67Q: 3 clusters Score -378357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -378358.781250 Penalty: 4146.827637
	Iteration 68Q: 3 clusters Score -378358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -378358.781250 Penalty: 4146.827637
	Iteration 69F: 3 clusters Score -378358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -47119.308594 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -47119.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45592.542969 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -45592.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45822.792969 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -45822.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45909.316406 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -45909.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45984.097656 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -45984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46026.328125 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -46026.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46046.464844 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -46046.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46061.007812 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -46061.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46072.433594 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -46072.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46096.531250 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -46096.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46108.445312 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -46108.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46116.074219 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -46116.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46128.917969 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -46128.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46142.101562 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -46142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46144.949219 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -46144.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46144.949219 Penalty: 3087.380859
	Iteration 14F: 3 clusters Score -46144.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (307848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307848 members 
Entering Unmasked Estep 
Score: -32674246.000000 Penalty: 3134.065674
	Iteration 0F: 2 clusters Score -3.267425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153591 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -32474278.000000 Penalty: 6268.131348
	Iteration 0F: 3 clusters Score -3.247428e+07 nChanged 149356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -32567036.000000 Penalty: 6268.131348
	Iteration 1F: 3 clusters Score -3.256704e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146077 members 
Mstep: Class 2 contains 161771 members 
Entering Unmasked Estep 
Score: -32572430.000000 Penalty: 6268.131348
	Iteration 2Q: 3 clusters Score -3.257243e+07 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -32579962.000000 Penalty: 6268.131348
	Iteration 3Q: 3 clusters Score -3.257996e+07 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 168025 members 
Entering Unmasked Estep 
Score: -32590608.000000 Penalty: 6268.131348
	Iteration 4F: 3 clusters Score -3.259061e+07 nChanged 19276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136957 members 
Mstep: Class 2 contains 170891 members 
Entering Unmasked Estep 
Score: -32603158.000000 Penalty: 6268.131348
	Iteration 5F: 3 clusters Score -3.260316e+07 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134852 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -32616224.000000 Penalty: 6268.131348
	Iteration 6F: 3 clusters Score -3.261622e+07 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -32626396.000000 Penalty: 6268.131348
	Iteration 7F: 3 clusters Score -3.26264e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Mstep: Class 2 contains 174846 members 
Entering Unmasked Estep 
Score: -32632350.000000 Penalty: 6268.131348
	Iteration 8Q: 3 clusters Score -3.263235e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132488 members 
Mstep: Class 2 contains 175360 members 
Entering Unmasked Estep 
Score: -32634970.000000 Penalty: 6268.131348
	Iteration 9Q: 3 clusters Score -3.263497e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132182 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -32635910.000000 Penalty: 6268.131348
	Iteration 10Q: 3 clusters Score -3.263591e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131860 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -32636424.000000 Penalty: 6268.131348
	Iteration 11Q: 3 clusters Score -3.263642e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -32637036.000000 Penalty: 6268.131348
	Iteration 12Q: 3 clusters Score -3.263704e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -32637512.000000 Penalty: 6268.131348
	Iteration 13Q: 3 clusters Score -3.263751e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131304 members 
Mstep: Class 2 contains 176544 members 
Entering Unmasked Estep 
Score: -32637954.000000 Penalty: 6268.131348
	Iteration 14Q: 3 clusters Score -3.263795e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131247 members 
Mstep: Class 2 contains 176601 members 
Entering Unmasked Estep 
Score: -32638394.000000 Penalty: 6268.131348
	Iteration 15Q: 3 clusters Score -3.263839e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 176676 members 
Entering Unmasked Estep 
Score: -32638738.000000 Penalty: 6268.131348
	Iteration 16Q: 3 clusters Score -3.263874e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131139 members 
Mstep: Class 2 contains 176709 members 
Entering Unmasked Estep 
Score: -32638966.000000 Penalty: 6268.131348
	Iteration 17Q: 3 clusters Score -3.263897e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131174 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -32639274.000000 Penalty: 6268.131348
	Iteration 18Q: 3 clusters Score -3.263927e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131338 members 
Mstep: Class 2 contains 176510 members 
Entering Unmasked Estep 
Score: -32639526.000000 Penalty: 6268.131348
	Iteration 19Q: 3 clusters Score -3.263953e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 176322 members 
Entering Unmasked Estep 
Score: -32639912.000000 Penalty: 6268.131348
	Iteration 20F: 3 clusters Score -3.263991e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 176146 members 
Entering Unmasked Estep 
Score: -32640364.000000 Penalty: 6268.131348
	Iteration 21Q: 3 clusters Score -3.264036e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 175893 members 
Entering Unmasked Estep 
Score: -32640560.000000 Penalty: 6268.131348
	Iteration 22Q: 3 clusters Score -3.264056e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132187 members 
Mstep: Class 2 contains 175661 members 
Entering Unmasked Estep 
Score: -32640854.000000 Penalty: 6268.131348
	Iteration 23Q: 3 clusters Score -3.264085e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 175423 members 
Entering Unmasked Estep 
Score: -32641120.000000 Penalty: 6268.131348
	Iteration 24Q: 3 clusters Score -3.264112e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132677 members 
Mstep: Class 2 contains 175171 members 
Entering Unmasked Estep 
Score: -32641262.000000 Penalty: 6268.131348
	Iteration 25Q: 3 clusters Score -3.264126e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133005 members 
Mstep: Class 2 contains 174843 members 
Entering Unmasked Estep 
Score: -32641624.000000 Penalty: 6268.131348
	Iteration 26Q: 3 clusters Score -3.264162e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -32641848.000000 Penalty: 6268.131348
	Iteration 27Q: 3 clusters Score -3.264185e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -32641890.000000 Penalty: 6268.131348
	Iteration 28Q: 3 clusters Score -3.264189e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -32642050.000000 Penalty: 6268.131348
	Iteration 29Q: 3 clusters Score -3.264205e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 173310 members 
Entering Unmasked Estep 
Score: -32642184.000000 Penalty: 6268.131348
	Iteration 30Q: 3 clusters Score -3.264218e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 172864 members 
Entering Unmasked Estep 
Score: -32642242.000000 Penalty: 6268.131348
	Iteration 31Q: 3 clusters Score -3.264224e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -32642300.000000 Penalty: 6268.131348
	Iteration 32Q: 3 clusters Score -3.26423e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -32642368.000000 Penalty: 6268.131348
	Iteration 33Q: 3 clusters Score -3.264237e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136145 members 
Mstep: Class 2 contains 171703 members 
Entering Unmasked Estep 
Score: -32642350.000000 Penalty: 6268.131348
	Iteration 34Q: 3 clusters Score -3.264235e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -32642474.000000 Penalty: 6268.131348
	Iteration 35Q: 3 clusters Score -3.264247e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136972 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -32642472.000000 Penalty: 6268.131348
	Iteration 36Q: 3 clusters Score -3.264247e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 170420 members 
Entering Unmasked Estep 
Score: -32642472.000000 Penalty: 6268.131348
	Iteration 37Q: 3 clusters Score -3.264247e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137908 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -32642572.000000 Penalty: 6268.131348
	Iteration 38Q: 3 clusters Score -3.264257e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138384 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -32642554.000000 Penalty: 6268.131348
	Iteration 39Q: 3 clusters Score -3.264255e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 168953 members 
Entering Unmasked Estep 
Score: -32642536.000000 Penalty: 6268.131348
	Iteration 40F: 3 clusters Score -3.264254e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139405 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -32642646.000000 Penalty: 6268.131348
	Iteration 41Q: 3 clusters Score -3.264265e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139926 members 
Mstep: Class 2 contains 167922 members 
Entering Unmasked Estep 
Score: -32642674.000000 Penalty: 6268.131348
	Iteration 42Q: 3 clusters Score -3.264267e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140528 members 
Mstep: Class 2 contains 167320 members 
Entering Unmasked Estep 
Score: -32642836.000000 Penalty: 6268.131348
	Iteration 43Q: 3 clusters Score -3.264284e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 166675 members 
Entering Unmasked Estep 
Score: -32642838.000000 Penalty: 6268.131348
	Iteration 44Q: 3 clusters Score -3.264284e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 166025 members 
Entering Unmasked Estep 
Score: -32643008.000000 Penalty: 6268.131348
	Iteration 45Q: 3 clusters Score -3.264301e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 165377 members 
Entering Unmasked Estep 
Score: -32643024.000000 Penalty: 6268.131348
	Iteration 46Q: 3 clusters Score -3.264302e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -32643008.000000 Penalty: 6268.131348
	Iteration 47Q: 3 clusters Score -3.264301e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 163863 members 
Entering Unmasked Estep 
Score: -32643124.000000 Penalty: 6268.131348
	Iteration 48Q: 3 clusters Score -3.264312e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -32643198.000000 Penalty: 6268.131348
	Iteration 49Q: 3 clusters Score -3.26432e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145622 members 
Mstep: Class 2 contains 162226 members 
Entering Unmasked Estep 
Score: -32643294.000000 Penalty: 6268.131348
	Iteration 50Q: 3 clusters Score -3.264329e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146454 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -32643198.000000 Penalty: 6268.131348
	Iteration 51Q: 3 clusters Score -3.26432e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -32643240.000000 Penalty: 6268.131348
	Iteration 52Q: 3 clusters Score -3.264324e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -32643466.000000 Penalty: 6268.131348
	Iteration 53Q: 3 clusters Score -3.264347e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -32643560.000000 Penalty: 6268.131348
	Iteration 54Q: 3 clusters Score -3.264356e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -32643816.000000 Penalty: 6268.131348
	Iteration 55Q: 3 clusters Score -3.264382e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -32643888.000000 Penalty: 6268.131348
	Iteration 56Q: 3 clusters Score -3.264389e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -32644154.000000 Penalty: 6268.131348
	Iteration 57Q: 3 clusters Score -3.264415e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -32644238.000000 Penalty: 6268.131348
	Iteration 58Q: 3 clusters Score -3.264424e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -32644414.000000 Penalty: 6268.131348
	Iteration 59Q: 3 clusters Score -3.264441e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -32644640.000000 Penalty: 6268.131348
	Iteration 60F: 3 clusters Score -3.264464e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -32644880.000000 Penalty: 6268.131348
	Iteration 61Q: 3 clusters Score -3.264488e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -32645206.000000 Penalty: 6268.131348
	Iteration 62Q: 3 clusters Score -3.264521e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162096 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -32645342.000000 Penalty: 6268.131348
	Iteration 63Q: 3 clusters Score -3.264534e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Mstep: Class 2 contains 143783 members 
Entering Unmasked Estep 
Score: -32645598.000000 Penalty: 6268.131348
	Iteration 64Q: 3 clusters Score -3.26456e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166027 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -32645878.000000 Penalty: 6268.131348
	Iteration 65Q: 3 clusters Score -3.264588e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -32646080.000000 Penalty: 6268.131348
	Iteration 66Q: 3 clusters Score -3.264608e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 137647 members 
Entering Unmasked Estep 
Score: -32646356.000000 Penalty: 6268.131348
	Iteration 67Q: 3 clusters Score -3.264636e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -32646668.000000 Penalty: 6268.131348
	Iteration 68Q: 3 clusters Score -3.264667e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174743 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -32647126.000000 Penalty: 6268.131348
	Iteration 69Q: 3 clusters Score -3.264713e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -32647304.000000 Penalty: 6268.131348
	Iteration 70Q: 3 clusters Score -3.26473e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -32647730.000000 Penalty: 6268.131348
	Iteration 71Q: 3 clusters Score -3.264773e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -32648064.000000 Penalty: 6268.131348
	Iteration 72Q: 3 clusters Score -3.264806e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184477 members 
Mstep: Class 2 contains 123371 members 
Entering Unmasked Estep 
Score: -32648228.000000 Penalty: 6268.131348
	Iteration 73Q: 3 clusters Score -3.264823e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187115 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -32648586.000000 Penalty: 6268.131348
	Iteration 74Q: 3 clusters Score -3.264859e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189841 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -32648954.000000 Penalty: 6268.131348
	Iteration 75Q: 3 clusters Score -3.264895e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192667 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -32649124.000000 Penalty: 6268.131348
	Iteration 76Q: 3 clusters Score -3.264912e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195430 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -32649464.000000 Penalty: 6268.131348
	Iteration 77Q: 3 clusters Score -3.264946e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198269 members 
Mstep: Class 2 contains 109579 members 
Entering Unmasked Estep 
Score: -32649872.000000 Penalty: 6268.131348
	Iteration 78Q: 3 clusters Score -3.264987e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201223 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -32650328.000000 Penalty: 6268.131348
	Iteration 79Q: 3 clusters Score -3.265033e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204303 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -32650684.000000 Penalty: 6268.131348
	Iteration 80F: 3 clusters Score -3.265068e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207371 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -32650800.000000 Penalty: 6268.131348
	Iteration 81Q: 3 clusters Score -3.26508e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210474 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -32651196.000000 Penalty: 6268.131348
	Iteration 82Q: 3 clusters Score -3.26512e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213652 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -32651858.000000 Penalty: 6268.131348
	Iteration 83Q: 3 clusters Score -3.265186e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216869 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -32652182.000000 Penalty: 6268.131348
	Iteration 84Q: 3 clusters Score -3.265218e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220089 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -32652722.000000 Penalty: 6268.131348
	Iteration 85Q: 3 clusters Score -3.265272e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -32653366.000000 Penalty: 6268.131348
	Iteration 86Q: 3 clusters Score -3.265337e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226695 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -32653912.000000 Penalty: 6268.131348
	Iteration 87Q: 3 clusters Score -3.265391e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230200 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -32654336.000000 Penalty: 6268.131348
	Iteration 88Q: 3 clusters Score -3.265434e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233810 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -32654944.000000 Penalty: 6268.131348
	Iteration 89Q: 3 clusters Score -3.265494e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237489 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -32655576.000000 Penalty: 6268.131348
	Iteration 90Q: 3 clusters Score -3.265558e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241186 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -32656482.000000 Penalty: 6268.131348
	Iteration 91Q: 3 clusters Score -3.265648e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244855 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -32657352.000000 Penalty: 6268.131348
	Iteration 92Q: 3 clusters Score -3.265735e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248477 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -32657966.000000 Penalty: 6268.131348
	Iteration 93Q: 3 clusters Score -3.265797e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252060 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -32658910.000000 Penalty: 6268.131348
	Iteration 94Q: 3 clusters Score -3.265891e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255660 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -32659814.000000 Penalty: 6268.131348
	Iteration 95Q: 3 clusters Score -3.265981e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259184 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -32660720.000000 Penalty: 6268.131348
	Iteration 96Q: 3 clusters Score -3.266072e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262650 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -32661554.000000 Penalty: 6268.131348
	Iteration 97Q: 3 clusters Score -3.266155e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266061 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -32662354.000000 Penalty: 6268.131348
	Iteration 98Q: 3 clusters Score -3.266235e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269350 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -32663254.000000 Penalty: 6268.131348
	Iteration 99Q: 3 clusters Score -3.266325e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272570 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -32664000.000000 Penalty: 6268.131348
	Iteration 100F: 3 clusters Score -3.2664e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275646 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -32665008.000000 Penalty: 6268.131348
	Iteration 101Q: 3 clusters Score -3.266501e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278575 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -32665896.000000 Penalty: 6268.131348
	Iteration 102Q: 3 clusters Score -3.26659e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281257 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -32666842.000000 Penalty: 6268.131348
	Iteration 103Q: 3 clusters Score -3.266684e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283728 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -32667544.000000 Penalty: 6268.131348
	Iteration 104Q: 3 clusters Score -3.266754e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286072 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -32668224.000000 Penalty: 6268.131348
	Iteration 105Q: 3 clusters Score -3.266822e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288218 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -32668884.000000 Penalty: 6268.131348
	Iteration 106Q: 3 clusters Score -3.266888e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290122 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -32669460.000000 Penalty: 6268.131348
	Iteration 107Q: 3 clusters Score -3.266946e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291824 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -32670058.000000 Penalty: 6268.131348
	Iteration 108Q: 3 clusters Score -3.267006e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293394 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -32670636.000000 Penalty: 6268.131348
	Iteration 109Q: 3 clusters Score -3.267064e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294782 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -32670954.000000 Penalty: 6268.131348
	Iteration 110Q: 3 clusters Score -3.267095e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296050 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -32671264.000000 Penalty: 6268.131348
	Iteration 111Q: 3 clusters Score -3.267126e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297128 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -32671662.000000 Penalty: 6268.131348
	Iteration 112Q: 3 clusters Score -3.267166e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298100 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -32671898.000000 Penalty: 6268.131348
	Iteration 113Q: 3 clusters Score -3.26719e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298886 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -32672134.000000 Penalty: 6268.131348
	Iteration 114Q: 3 clusters Score -3.267213e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299589 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -32672254.000000 Penalty: 6268.131348
	Iteration 115Q: 3 clusters Score -3.267225e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300204 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -32672342.000000 Penalty: 6268.131348
	Iteration 116Q: 3 clusters Score -3.267234e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300682 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -32672412.000000 Penalty: 6268.131348
	Iteration 117Q: 3 clusters Score -3.267241e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301123 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -32672512.000000 Penalty: 6268.131348
	Iteration 118Q: 3 clusters Score -3.267251e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301517 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -32672642.000000 Penalty: 6268.131348
	Iteration 119Q: 3 clusters Score -3.267264e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301853 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -32672672.000000 Penalty: 6268.131348
	Iteration 120F: 3 clusters Score -3.267267e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302157 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -32672640.000000 Penalty: 6268.131348
	Iteration 121Q: 3 clusters Score -3.267264e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302405 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -32672724.000000 Penalty: 6268.131348
	Iteration 122Q: 3 clusters Score -3.267272e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302626 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -32672774.000000 Penalty: 6268.131348
	Iteration 123Q: 3 clusters Score -3.267277e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302814 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -32672806.000000 Penalty: 6268.131348
	Iteration 124Q: 3 clusters Score -3.267281e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302975 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -32672810.000000 Penalty: 6268.131348
	Iteration 125Q: 3 clusters Score -3.267281e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303129 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -32672794.000000 Penalty: 6268.131348
	Iteration 126Q: 3 clusters Score -3.267279e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303239 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -32672866.000000 Penalty: 6268.131348
	Iteration 127Q: 3 clusters Score -3.267287e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303339 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -32672832.000000 Penalty: 6268.131348
	Iteration 128Q: 3 clusters Score -3.267283e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303415 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -32672814.000000 Penalty: 6268.131348
	Iteration 129Q: 3 clusters Score -3.267281e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303486 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -32672806.000000 Penalty: 6268.131348
	Iteration 130Q: 3 clusters Score -3.267281e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303540 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -32672830.000000 Penalty: 6268.131348
	Iteration 131Q: 3 clusters Score -3.267283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303604 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -32672854.000000 Penalty: 6268.131348
	Iteration 132Q: 3 clusters Score -3.267285e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303658 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -32672876.000000 Penalty: 6268.131348
	Iteration 133Q: 3 clusters Score -3.267288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303712 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -32672888.000000 Penalty: 6268.131348
	Iteration 134Q: 3 clusters Score -3.267289e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303773 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -32672898.000000 Penalty: 6268.131348
	Iteration 135Q: 3 clusters Score -3.26729e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303833 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -32672898.000000 Penalty: 6268.131348
	Iteration 136Q: 3 clusters Score -3.26729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303881 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -32672914.000000 Penalty: 6268.131348
	Iteration 137Q: 3 clusters Score -3.267291e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303926 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -32672922.000000 Penalty: 6268.131348
	Iteration 138Q: 3 clusters Score -3.267292e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303962 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -32672934.000000 Penalty: 6268.131348
	Iteration 139Q: 3 clusters Score -3.267293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303998 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -32672912.000000 Penalty: 6268.131348
	Iteration 140F: 3 clusters Score -3.267291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304033 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -32672928.000000 Penalty: 6268.131348
	Iteration 141Q: 3 clusters Score -3.267293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304070 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -32672960.000000 Penalty: 6268.131348
	Iteration 142Q: 3 clusters Score -3.267296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304102 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -32672946.000000 Penalty: 6268.131348
	Iteration 143Q: 3 clusters Score -3.267295e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304135 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -32672934.000000 Penalty: 6268.131348
	Iteration 144Q: 3 clusters Score -3.267293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304158 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -32672916.000000 Penalty: 6268.131348
	Iteration 145Q: 3 clusters Score -3.267292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304179 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -32672952.000000 Penalty: 6268.131348
	Iteration 146Q: 3 clusters Score -3.267295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304210 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -32672954.000000 Penalty: 6268.131348
	Iteration 147Q: 3 clusters Score -3.267295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304240 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -32672976.000000 Penalty: 6268.131348
	Iteration 148Q: 3 clusters Score -3.267298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304265 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -32672978.000000 Penalty: 6268.131348
	Iteration 149Q: 3 clusters Score -3.267298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304288 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -32672996.000000 Penalty: 6268.131348
	Iteration 150Q: 3 clusters Score -3.2673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304306 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -32673022.000000 Penalty: 6268.131348
	Iteration 151Q: 3 clusters Score -3.267302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304323 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -32673018.000000 Penalty: 6268.131348
	Iteration 152Q: 3 clusters Score -3.267302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304337 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -32673002.000000 Penalty: 6268.131348
	Iteration 153Q: 3 clusters Score -3.2673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304352 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -32672994.000000 Penalty: 6268.131348
	Iteration 154Q: 3 clusters Score -3.267299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304365 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -32673016.000000 Penalty: 6268.131348
	Iteration 155Q: 3 clusters Score -3.267302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304377 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -32673016.000000 Penalty: 6268.131348
	Iteration 156Q: 3 clusters Score -3.267302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304386 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -32673016.000000 Penalty: 6268.131348
	Iteration 157Q: 3 clusters Score -3.267302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304395 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -32673020.000000 Penalty: 6268.131348
	Iteration 158Q: 3 clusters Score -3.267302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304407 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -32673028.000000 Penalty: 6268.131348
	Iteration 159Q: 3 clusters Score -3.267303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304420 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -32673014.000000 Penalty: 6268.131348
	Iteration 160F: 3 clusters Score -3.267301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304433 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -32673004.000000 Penalty: 6268.131348
	Iteration 161Q: 3 clusters Score -3.2673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304448 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -32673008.000000 Penalty: 6268.131348
	Iteration 162Q: 3 clusters Score -3.267301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304458 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -32673008.000000 Penalty: 6268.131348
	Iteration 163Q: 3 clusters Score -3.267301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304466 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -32673028.000000 Penalty: 6268.131348
	Iteration 164Q: 3 clusters Score -3.267303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304473 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -32673042.000000 Penalty: 6268.131348
	Iteration 165Q: 3 clusters Score -3.267304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304479 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -32673050.000000 Penalty: 6268.131348
	Iteration 166Q: 3 clusters Score -3.267305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304482 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -32673044.000000 Penalty: 6268.131348
	Iteration 167Q: 3 clusters Score -3.267304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304486 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -32673030.000000 Penalty: 6268.131348
	Iteration 168Q: 3 clusters Score -3.267303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304487 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -32673018.000000 Penalty: 6268.131348
	Iteration 169Q: 3 clusters Score -3.267302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304488 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -32673034.000000 Penalty: 6268.131348
	Iteration 170Q: 3 clusters Score -3.267303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304489 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -32673034.000000 Penalty: 6268.131348
	Iteration 171Q: 3 clusters Score -3.267303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304490 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -32673044.000000 Penalty: 6268.131348
	Iteration 172Q: 3 clusters Score -3.267304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304492 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -32673036.000000 Penalty: 6268.131348
	Iteration 173Q: 3 clusters Score -3.267304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304494 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -32673034.000000 Penalty: 6268.131348
	Iteration 174Q: 3 clusters Score -3.267303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304496 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -32673032.000000 Penalty: 6268.131348
	Iteration 175Q: 3 clusters Score -3.267303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304497 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -32673040.000000 Penalty: 6268.131348
	Iteration 176Q: 3 clusters Score -3.267304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304498 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -32673044.000000 Penalty: 6268.131348
	Iteration 177Q: 3 clusters Score -3.267304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304499 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -32673038.000000 Penalty: 6268.131348
	Iteration 178Q: 3 clusters Score -3.267304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304500 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -32673050.000000 Penalty: 6268.131348
	Iteration 179Q: 3 clusters Score -3.267305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304503 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -32673044.000000 Penalty: 6268.131348
	Iteration 180F: 3 clusters Score -3.267304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304507 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -32673034.000000 Penalty: 6268.131348
	Iteration 181Q: 3 clusters Score -3.267303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304511 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -32673036.000000 Penalty: 6268.131348
	Iteration 182Q: 3 clusters Score -3.267304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304511 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -32673036.000000 Penalty: 6268.131348
	Iteration 183F: 3 clusters Score -3.267304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -682387.500000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -682387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -676753.562500 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -676753.6 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -678223.750000 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -678223.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -678487.437500 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -678487.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -678637.062500 Penalty: 4376.748047
	Iteration 3Q: 3 clusters Score -678637.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -678722.812500 Penalty: 4376.748047
	Iteration 4Q: 3 clusters Score -678722.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -678794.000000 Penalty: 4376.748047
	Iteration 5Q: 3 clusters Score -678794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -678851.000000 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -678851 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -678909.562500 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -678909.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -678973.250000 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -678973.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -679061.500000 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -679061.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -679160.125000 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -679160.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -679253.062500 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -679253.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -679345.875000 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -679345.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -679433.562500 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -679433.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -679531.250000 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -679531.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -679632.125000 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -679632.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -679741.875000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -679741.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -679845.500000 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -679845.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -679946.625000 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -679946.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -680044.250000 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -680044.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -680137.437500 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -680137.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -680213.750000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -680213.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -680272.562500 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -680272.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -680315.187500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -680315.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -680344.500000 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -680344.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -680367.437500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -680367.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -680397.812500 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -680397.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -680433.437500 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -680433.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -680451.750000 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -680451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -680469.750000 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -680469.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -680495.750000 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -680495.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -680515.812500 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -680515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -680527.500000 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -680527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -680532.875000 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -680532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -680537.187500 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -680537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -680539.312500 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -680539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -680546.250000 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -680546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -680550.750000 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -680550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -680553.562500 Penalty: 4376.748047
	Iteration 38Q: 3 clusters Score -680553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -680560.750000 Penalty: 4376.748047
	Iteration 39Q: 3 clusters Score -680560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -680565.187500 Penalty: 4376.748047
	Iteration 40F: 3 clusters Score -680565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -680572.437500 Penalty: 4376.748047
	Iteration 41Q: 3 clusters Score -680572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -680577.875000 Penalty: 4376.748047
	Iteration 42Q: 3 clusters Score -680577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -680579.750000 Penalty: 4376.748047
	Iteration 43Q: 3 clusters Score -680579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -680585.750000 Penalty: 4376.748047
	Iteration 44Q: 3 clusters Score -680585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -680589.125000 Penalty: 4376.748047
	Iteration 45Q: 3 clusters Score -680589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -680590.062500 Penalty: 4376.748047
	Iteration 46Q: 3 clusters Score -680590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -680590.062500 Penalty: 4376.748047
	Iteration 47F: 3 clusters Score -680590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -57289.636719 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -57289.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55604.449219 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -55604.45 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55850.925781 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -55850.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55979.433594 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -55979.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56104.226562 Penalty: 3239.315186
	Iteration 3Q: 3 clusters Score -56104.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56226.066406 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -56226.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56350.257812 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -56350.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56438.722656 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -56438.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56506.222656 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -56506.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56560.765625 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -56560.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56616.917969 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -56616.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56653.777344 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -56653.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56671.160156 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -56671.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56697.507812 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -56697.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56731.910156 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -56731.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56806.257812 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -56806.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56939.285156 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -56939.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57015.253906 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -57015.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57056.097656 Penalty: 3239.315186
	Iteration 17Q: 3 clusters Score -57056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57089.335938 Penalty: 3239.315186
	Iteration 18Q: 3 clusters Score -57089.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57154.484375 Penalty: 3239.315186
	Iteration 19Q: 3 clusters Score -57154.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57236.648438 Penalty: 3239.315186
	Iteration 20F: 3 clusters Score -57236.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57331.195312 Penalty: 3239.315186
	Iteration 21Q: 3 clusters Score -57331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57965.617188 Penalty: 3239.315186
	Iteration 22Q: 3 clusters Score -57965.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58110.449219 Penalty: 3239.315186
	Iteration 23Q: 3 clusters Score -58110.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58194.414062 Penalty: 3239.315186
	Iteration 24Q: 3 clusters Score -58194.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58271.226562 Penalty: 3239.315186
	Iteration 25Q: 3 clusters Score -58271.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58348.535156 Penalty: 3239.315186
	Iteration 26Q: 3 clusters Score -58348.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58360.910156 Penalty: 3239.315186
	Iteration 27Q: 3 clusters Score -58360.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58362.140625 Penalty: 3239.315186
	Iteration 28Q: 3 clusters Score -58362.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58362.140625 Penalty: 3239.315186
	Iteration 29F: 3 clusters Score -58362.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 67085 members 
Mstep: Class 8 contains 204664 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 116840 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307848 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 33021 members 
Mstep: Class 19 contains 405961 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 24812 members 
Mstep: Class 22 contains 231741 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 326 members 
Entering Unmasked Estep 
Score: -158370560.000000 Penalty: 91801.890625
Splitting cluster 17 changes total score from -158368640.000000 to -158370560.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (33021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Entering Unmasked Estep 
Score: -3489119.750000 Penalty: 2580.414795
	Iteration 0F: 2 clusters Score -3489120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3466640.000000 Penalty: 5160.829590
	Iteration 0F: 3 clusters Score -3466640 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3474567.500000 Penalty: 5160.829590
	Iteration 1F: 3 clusters Score -3474568 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3474948.250000 Penalty: 5160.829590
	Iteration 2Q: 3 clusters Score -3474948 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3475256.500000 Penalty: 5160.829590
	Iteration 3Q: 3 clusters Score -3475256 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3475563.750000 Penalty: 5160.829590
	Iteration 4Q: 3 clusters Score -3475564 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3475929.250000 Penalty: 5160.829590
	Iteration 5Q: 3 clusters Score -3475929 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3476413.500000 Penalty: 5160.829590
	Iteration 6Q: 3 clusters Score -3476414 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3477139.500000 Penalty: 5160.829590
	Iteration 7Q: 3 clusters Score -3477140 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3478306.750000 Penalty: 5160.829590
	Iteration 8F: 3 clusters Score -3478307 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3480069.250000 Penalty: 5160.829590
	Iteration 9F: 3 clusters Score -3480069 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3482337.250000 Penalty: 5160.829590
	Iteration 10F: 3 clusters Score -3482337 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3484440.750000 Penalty: 5160.829590
	Iteration 11F: 3 clusters Score -3484441 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3485757.000000 Penalty: 5160.829590
	Iteration 12Q: 3 clusters Score -3485757 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -3486384.500000 Penalty: 5160.829590
	Iteration 13Q: 3 clusters Score -3486384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3486590.750000 Penalty: 5160.829590
	Iteration 14Q: 3 clusters Score -3486591 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3486703.750000 Penalty: 5160.829590
	Iteration 15Q: 3 clusters Score -3486704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -3486757.750000 Penalty: 5160.829590
	Iteration 16Q: 3 clusters Score -3486758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3486785.750000 Penalty: 5160.829590
	Iteration 17Q: 3 clusters Score -3486786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3486806.500000 Penalty: 5160.829590
	Iteration 18Q: 3 clusters Score -3486806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3486826.750000 Penalty: 5160.829590
	Iteration 19Q: 3 clusters Score -3486827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3486846.500000 Penalty: 5160.829590
	Iteration 20F: 3 clusters Score -3486846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3486853.250000 Penalty: 5160.829590
	Iteration 21Q: 3 clusters Score -3486853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3486855.250000 Penalty: 5160.829590
	Iteration 22Q: 3 clusters Score -3486855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3486859.250000 Penalty: 5160.829590
	Iteration 23Q: 3 clusters Score -3486859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3486859.250000 Penalty: 5160.829590
	Iteration 24Q: 3 clusters Score -3486859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3486864.750000 Penalty: 5160.829590
	Iteration 25Q: 3 clusters Score -3486865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3486869.000000 Penalty: 5160.829590
	Iteration 26Q: 3 clusters Score -3486869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3486878.000000 Penalty: 5160.829590
	Iteration 27Q: 3 clusters Score -3486878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3486880.500000 Penalty: 5160.829590
	Iteration 28Q: 3 clusters Score -3486880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -3486884.750000 Penalty: 5160.829590
	Iteration 29Q: 3 clusters Score -3486885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3486886.250000 Penalty: 5160.829590
	Iteration 30Q: 3 clusters Score -3486886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3486886.500000 Penalty: 5160.829590
	Iteration 31Q: 3 clusters Score -3486886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3486886.500000 Penalty: 5160.829590
	Iteration 32F: 3 clusters Score -3486886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (405961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405961 members 
Entering Unmasked Estep 
Score: -42887044.000000 Penalty: 3202.675049
	Iteration 0F: 2 clusters Score -4.288704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202748 members 
Mstep: Class 2 contains 203213 members 
Entering Unmasked Estep 
Score: -42642000.000000 Penalty: 6405.350098
	Iteration 0F: 3 clusters Score -4.2642e+07 nChanged 197059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199837 members 
Mstep: Class 2 contains 206124 members 
Entering Unmasked Estep 
Score: -42758004.000000 Penalty: 6405.350098
	Iteration 1F: 3 clusters Score -4.2758e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197692 members 
Mstep: Class 2 contains 208269 members 
Entering Unmasked Estep 
Score: -42759376.000000 Penalty: 6405.350098
	Iteration 2Q: 3 clusters Score -4.275938e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194382 members 
Mstep: Class 2 contains 211579 members 
Entering Unmasked Estep 
Score: -42761072.000000 Penalty: 6405.350098
	Iteration 3Q: 3 clusters Score -4.276107e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189132 members 
Mstep: Class 2 contains 216829 members 
Entering Unmasked Estep 
Score: -42763712.000000 Penalty: 6405.350098
	Iteration 4Q: 3 clusters Score -4.276371e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180905 members 
Mstep: Class 2 contains 225056 members 
Entering Unmasked Estep 
Score: -42767100.000000 Penalty: 6405.350098
	Iteration 5Q: 3 clusters Score -4.27671e+07 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168210 members 
Mstep: Class 2 contains 237751 members 
Entering Unmasked Estep 
Score: -42773016.000000 Penalty: 6405.350098
	Iteration 6Q: 3 clusters Score -4.277302e+07 nChanged 20009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149247 members 
Mstep: Class 2 contains 256714 members 
Entering Unmasked Estep 
Score: -42782736.000000 Penalty: 6405.350098
	Iteration 7Q: 3 clusters Score -4.278274e+07 nChanged 27351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122224 members 
Mstep: Class 2 contains 283737 members 
Entering Unmasked Estep 
Score: -42800272.000000 Penalty: 6405.350098
	Iteration 8F: 3 clusters Score -4.280027e+07 nChanged 34436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 318099 members 
Entering Unmasked Estep 
Score: -42827816.000000 Penalty: 6405.350098
	Iteration 9F: 3 clusters Score -4.282782e+07 nChanged 35910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 354005 members 
Entering Unmasked Estep 
Score: -42853024.000000 Penalty: 6405.350098
	Iteration 10F: 3 clusters Score -4.285302e+07 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 380446 members 
Entering Unmasked Estep 
Score: -42869072.000000 Penalty: 6405.350098
	Iteration 11F: 3 clusters Score -4.286907e+07 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 394425 members 
Entering Unmasked Estep 
Score: -42876468.000000 Penalty: 6405.350098
	Iteration 12Q: 3 clusters Score -4.287647e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 400527 members 
Entering Unmasked Estep 
Score: -42880484.000000 Penalty: 6405.350098
	Iteration 13Q: 3 clusters Score -4.288048e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 402988 members 
Entering Unmasked Estep 
Score: -42882248.000000 Penalty: 6405.350098
	Iteration 14Q: 3 clusters Score -4.288225e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 403977 members 
Entering Unmasked Estep 
Score: -42882932.000000 Penalty: 6405.350098
	Iteration 15Q: 3 clusters Score -4.288293e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 404452 members 
Entering Unmasked Estep 
Score: -42883396.000000 Penalty: 6405.350098
	Iteration 16Q: 3 clusters Score -4.28834e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 404682 members 
Entering Unmasked Estep 
Score: -42883664.000000 Penalty: 6405.350098
	Iteration 17Q: 3 clusters Score -4.288366e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 404803 members 
Entering Unmasked Estep 
Score: -42883868.000000 Penalty: 6405.350098
	Iteration 18Q: 3 clusters Score -4.288387e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 404873 members 
Entering Unmasked Estep 
Score: -42883908.000000 Penalty: 6405.350098
	Iteration 19Q: 3 clusters Score -4.288391e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 404911 members 
Entering Unmasked Estep 
Score: -42883968.000000 Penalty: 6405.350098
	Iteration 20F: 3 clusters Score -4.288397e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 404941 members 
Entering Unmasked Estep 
Score: -42884048.000000 Penalty: 6405.350098
	Iteration 21Q: 3 clusters Score -4.288405e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 404969 members 
Entering Unmasked Estep 
Score: -42884076.000000 Penalty: 6405.350098
	Iteration 22Q: 3 clusters Score -4.288408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 404985 members 
Entering Unmasked Estep 
Score: -42884064.000000 Penalty: 6405.350098
	Iteration 23Q: 3 clusters Score -4.288406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 404999 members 
Entering Unmasked Estep 
Score: -42884068.000000 Penalty: 6405.350098
	Iteration 24Q: 3 clusters Score -4.288407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 405002 members 
Entering Unmasked Estep 
Score: -42884076.000000 Penalty: 6405.350098
	Iteration 25Q: 3 clusters Score -4.288408e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 405018 members 
Entering Unmasked Estep 
Score: -42884104.000000 Penalty: 6405.350098
	Iteration 26Q: 3 clusters Score -4.28841e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 405028 members 
Entering Unmasked Estep 
Score: -42884108.000000 Penalty: 6405.350098
	Iteration 27Q: 3 clusters Score -4.288411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 405036 members 
Entering Unmasked Estep 
Score: -42884092.000000 Penalty: 6405.350098
	Iteration 28Q: 3 clusters Score -4.288409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 405040 members 
Entering Unmasked Estep 
Score: -42884060.000000 Penalty: 6405.350098
	Iteration 29Q: 3 clusters Score -4.288406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 405042 members 
Entering Unmasked Estep 
Score: -42884092.000000 Penalty: 6405.350098
	Iteration 30Q: 3 clusters Score -4.288409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 405048 members 
Entering Unmasked Estep 
Score: -42884068.000000 Penalty: 6405.350098
	Iteration 31Q: 3 clusters Score -4.288407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 405048 members 
Entering Unmasked Estep 
Score: -42884076.000000 Penalty: 6405.350098
	Iteration 32Q: 3 clusters Score -4.288408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 405049 members 
Entering Unmasked Estep 
Score: -42884072.000000 Penalty: 6405.350098
	Iteration 33Q: 3 clusters Score -4.288407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 405050 members 
Entering Unmasked Estep 
Score: -42884104.000000 Penalty: 6405.350098
	Iteration 34Q: 3 clusters Score -4.28841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 405050 members 
Entering Unmasked Estep 
Score: -42884084.000000 Penalty: 6405.350098
	Iteration 35Q: 3 clusters Score -4.288408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 405055 members 
Entering Unmasked Estep 
Score: -42884092.000000 Penalty: 6405.350098
	Iteration 36Q: 3 clusters Score -4.288409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 405062 members 
Entering Unmasked Estep 
Score: -42884096.000000 Penalty: 6405.350098
	Iteration 37Q: 3 clusters Score -4.28841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 405071 members 
Entering Unmasked Estep 
Score: -42884140.000000 Penalty: 6405.350098
	Iteration 38Q: 3 clusters Score -4.288414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 405075 members 
Entering Unmasked Estep 
Score: -42884132.000000 Penalty: 6405.350098
	Iteration 39Q: 3 clusters Score -4.288413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 405078 members 
Entering Unmasked Estep 
Score: -42884104.000000 Penalty: 6405.350098
	Iteration 40F: 3 clusters Score -4.28841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 405083 members 
Entering Unmasked Estep 
Score: -42884144.000000 Penalty: 6405.350098
	Iteration 41Q: 3 clusters Score -4.288414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 405088 members 
Entering Unmasked Estep 
Score: -42884168.000000 Penalty: 6405.350098
	Iteration 42Q: 3 clusters Score -4.288417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 405082 members 
Entering Unmasked Estep 
Score: -42884168.000000 Penalty: 6405.350098
	Iteration 43Q: 3 clusters Score -4.288417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 405084 members 
Entering Unmasked Estep 
Score: -42884152.000000 Penalty: 6405.350098
	Iteration 44Q: 3 clusters Score -4.288415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 405082 members 
Entering Unmasked Estep 
Score: -42884160.000000 Penalty: 6405.350098
	Iteration 45Q: 3 clusters Score -4.288416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 405085 members 
Entering Unmasked Estep 
Score: -42884176.000000 Penalty: 6405.350098
	Iteration 46Q: 3 clusters Score -4.288418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 405085 members 
Entering Unmasked Estep 
Score: -42884184.000000 Penalty: 6405.350098
	Iteration 47Q: 3 clusters Score -4.288418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 405087 members 
Entering Unmasked Estep 
Score: -42884184.000000 Penalty: 6405.350098
	Iteration 48Q: 3 clusters Score -4.288418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 405088 members 
Entering Unmasked Estep 
Score: -42884196.000000 Penalty: 6405.350098
	Iteration 49Q: 3 clusters Score -4.28842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 405086 members 
Entering Unmasked Estep 
Score: -42884196.000000 Penalty: 6405.350098
	Iteration 50Q: 3 clusters Score -4.28842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 405087 members 
Entering Unmasked Estep 
Score: -42884200.000000 Penalty: 6405.350098
	Iteration 51Q: 3 clusters Score -4.28842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 405086 members 
Entering Unmasked Estep 
Score: -42884204.000000 Penalty: 6405.350098
	Iteration 52Q: 3 clusters Score -4.28842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 405087 members 
Entering Unmasked Estep 
Score: -42884204.000000 Penalty: 6405.350098
	Iteration 53Q: 3 clusters Score -4.28842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 405089 members 
Entering Unmasked Estep 
Score: -42884196.000000 Penalty: 6405.350098
	Iteration 54Q: 3 clusters Score -4.28842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 405090 members 
Entering Unmasked Estep 
Score: -42884200.000000 Penalty: 6405.350098
	Iteration 55Q: 3 clusters Score -4.28842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 405093 members 
Entering Unmasked Estep 
Score: -42884192.000000 Penalty: 6405.350098
	Iteration 56Q: 3 clusters Score -4.288419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 405095 members 
Entering Unmasked Estep 
Score: -42884212.000000 Penalty: 6405.350098
	Iteration 57Q: 3 clusters Score -4.288421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 405097 members 
Entering Unmasked Estep 
Score: -42884220.000000 Penalty: 6405.350098
	Iteration 58Q: 3 clusters Score -4.288422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405096 members 
Entering Unmasked Estep 
Score: -42884216.000000 Penalty: 6405.350098
	Iteration 59Q: 3 clusters Score -4.288422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 405096 members 
Entering Unmasked Estep 
Score: -42884216.000000 Penalty: 6405.350098
	Iteration 60F: 3 clusters Score -4.288422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Entering Unmasked Estep 
Score: -2415934.250000 Penalty: 2509.532471
	Iteration 0F: 2 clusters Score -2415934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2398774.250000 Penalty: 5019.064941
	Iteration 0F: 3 clusters Score -2398774 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2404745.250000 Penalty: 5019.064941
	Iteration 1F: 3 clusters Score -2404745 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2405228.500000 Penalty: 5019.064941
	Iteration 2F: 3 clusters Score -2405228 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2405665.750000 Penalty: 5019.064941
	Iteration 3Q: 3 clusters Score -2405666 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2406047.500000 Penalty: 5019.064941
	Iteration 4Q: 3 clusters Score -2406048 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2406427.500000 Penalty: 5019.064941
	Iteration 5Q: 3 clusters Score -2406428 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2406850.250000 Penalty: 5019.064941
	Iteration 6Q: 3 clusters Score -2406850 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2407363.500000 Penalty: 5019.064941
	Iteration 7Q: 3 clusters Score -2407364 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2407976.750000 Penalty: 5019.064941
	Iteration 8Q: 3 clusters Score -2407977 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2408740.500000 Penalty: 5019.064941
	Iteration 9Q: 3 clusters Score -2408740 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2409610.000000 Penalty: 5019.064941
	Iteration 10F: 3 clusters Score -2409610 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2410534.500000 Penalty: 5019.064941
	Iteration 11F: 3 clusters Score -2410534 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2411445.500000 Penalty: 5019.064941
	Iteration 12Q: 3 clusters Score -2411446 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2412177.500000 Penalty: 5019.064941
	Iteration 13Q: 3 clusters Score -2412178 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2412687.750000 Penalty: 5019.064941
	Iteration 14Q: 3 clusters Score -2412688 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2413043.250000 Penalty: 5019.064941
	Iteration 15Q: 3 clusters Score -2413043 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2413277.500000 Penalty: 5019.064941
	Iteration 16Q: 3 clusters Score -2413278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2413437.750000 Penalty: 5019.064941
	Iteration 17Q: 3 clusters Score -2413438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2413525.250000 Penalty: 5019.064941
	Iteration 18Q: 3 clusters Score -2413525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2413587.750000 Penalty: 5019.064941
	Iteration 19Q: 3 clusters Score -2413588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2413624.000000 Penalty: 5019.064941
	Iteration 20F: 3 clusters Score -2413624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2413653.500000 Penalty: 5019.064941
	Iteration 21Q: 3 clusters Score -2413654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2413681.750000 Penalty: 5019.064941
	Iteration 22Q: 3 clusters Score -2413682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2413699.000000 Penalty: 5019.064941
	Iteration 23Q: 3 clusters Score -2413699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2413722.750000 Penalty: 5019.064941
	Iteration 24Q: 3 clusters Score -2413723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2413729.500000 Penalty: 5019.064941
	Iteration 25Q: 3 clusters Score -2413730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2413745.000000 Penalty: 5019.064941
	Iteration 26Q: 3 clusters Score -2413745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2413757.000000 Penalty: 5019.064941
	Iteration 27Q: 3 clusters Score -2413757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2413772.750000 Penalty: 5019.064941
	Iteration 28Q: 3 clusters Score -2413773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2413774.750000 Penalty: 5019.064941
	Iteration 29Q: 3 clusters Score -2413775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2413784.250000 Penalty: 5019.064941
	Iteration 30Q: 3 clusters Score -2413784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2413796.250000 Penalty: 5019.064941
	Iteration 31Q: 3 clusters Score -2413796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2413805.000000 Penalty: 5019.064941
	Iteration 32Q: 3 clusters Score -2413805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2413812.250000 Penalty: 5019.064941
	Iteration 33Q: 3 clusters Score -2413812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2413814.500000 Penalty: 5019.064941
	Iteration 34Q: 3 clusters Score -2413814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2413818.000000 Penalty: 5019.064941
	Iteration 35Q: 3 clusters Score -2413818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2413817.500000 Penalty: 5019.064941
	Iteration 36Q: 3 clusters Score -2413818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2413817.500000 Penalty: 5019.064941
	Iteration 37F: 3 clusters Score -2413818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231741 members 
Entering Unmasked Estep 
Score: -24700500.000000 Penalty: 3063.637207
	Iteration 0F: 2 clusters Score -2.47005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -24548714.000000 Penalty: 6127.274414
	Iteration 0F: 3 clusters Score -2.454871e+07 nChanged 111437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -24614286.000000 Penalty: 6127.274414
	Iteration 1F: 3 clusters Score -2.461429e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 126957 members 
Entering Unmasked Estep 
Score: -24616444.000000 Penalty: 6127.274414
	Iteration 2Q: 3 clusters Score -2.461644e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 133120 members 
Entering Unmasked Estep 
Score: -24619776.000000 Penalty: 6127.274414
	Iteration 3Q: 3 clusters Score -2.461978e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 142107 members 
Entering Unmasked Estep 
Score: -24625208.000000 Penalty: 6127.274414
	Iteration 4Q: 3 clusters Score -2.462521e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -24634086.000000 Penalty: 6127.274414
	Iteration 5F: 3 clusters Score -2.463409e+07 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 170403 members 
Entering Unmasked Estep 
Score: -24646358.000000 Penalty: 6127.274414
	Iteration 6F: 3 clusters Score -2.464636e+07 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 188313 members 
Entering Unmasked Estep 
Score: -24660984.000000 Penalty: 6127.274414
	Iteration 7F: 3 clusters Score -2.466098e+07 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 204973 members 
Entering Unmasked Estep 
Score: -24674974.000000 Penalty: 6127.274414
	Iteration 8F: 3 clusters Score -2.467497e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 217431 members 
Entering Unmasked Estep 
Score: -24685332.000000 Penalty: 6127.274414
	Iteration 9F: 3 clusters Score -2.468533e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 224982 members 
Entering Unmasked Estep 
Score: -24691898.000000 Penalty: 6127.274414
	Iteration 10Q: 3 clusters Score -2.46919e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 228594 members 
Entering Unmasked Estep 
Score: -24695036.000000 Penalty: 6127.274414
	Iteration 11Q: 3 clusters Score -2.469504e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 230117 members 
Entering Unmasked Estep 
Score: -24696378.000000 Penalty: 6127.274414
	Iteration 12Q: 3 clusters Score -2.469638e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 230708 members 
Entering Unmasked Estep 
Score: -24697024.000000 Penalty: 6127.274414
	Iteration 13Q: 3 clusters Score -2.469702e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 230933 members 
Entering Unmasked Estep 
Score: -24697428.000000 Penalty: 6127.274414
	Iteration 14Q: 3 clusters Score -2.469743e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 231030 members 
Entering Unmasked Estep 
Score: -24697586.000000 Penalty: 6127.274414
	Iteration 15Q: 3 clusters Score -2.469759e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 231092 members 
Entering Unmasked Estep 
Score: -24697712.000000 Penalty: 6127.274414
	Iteration 16Q: 3 clusters Score -2.469771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 231117 members 
Entering Unmasked Estep 
Score: -24697782.000000 Penalty: 6127.274414
	Iteration 17Q: 3 clusters Score -2.469778e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 231139 members 
Entering Unmasked Estep 
Score: -24697836.000000 Penalty: 6127.274414
	Iteration 18Q: 3 clusters Score -2.469784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 231160 members 
Entering Unmasked Estep 
Score: -24697904.000000 Penalty: 6127.274414
	Iteration 19Q: 3 clusters Score -2.46979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 231174 members 
Entering Unmasked Estep 
Score: -24697934.000000 Penalty: 6127.274414
	Iteration 20F: 3 clusters Score -2.469793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 231177 members 
Entering Unmasked Estep 
Score: -24697962.000000 Penalty: 6127.274414
	Iteration 21Q: 3 clusters Score -2.469796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 231186 members 
Entering Unmasked Estep 
Score: -24697994.000000 Penalty: 6127.274414
	Iteration 22Q: 3 clusters Score -2.469799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 231189 members 
Entering Unmasked Estep 
Score: -24698000.000000 Penalty: 6127.274414
	Iteration 23Q: 3 clusters Score -2.4698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 231188 members 
Entering Unmasked Estep 
Score: -24697998.000000 Penalty: 6127.274414
	Iteration 24Q: 3 clusters Score -2.4698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 231187 members 
Entering Unmasked Estep 
Score: -24697994.000000 Penalty: 6127.274414
	Iteration 25Q: 3 clusters Score -2.469799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 231190 members 
Entering Unmasked Estep 
Score: -24698012.000000 Penalty: 6127.274414
	Iteration 26Q: 3 clusters Score -2.469801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 231190 members 
Entering Unmasked Estep 
Score: -24698022.000000 Penalty: 6127.274414
	Iteration 27Q: 3 clusters Score -2.469802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 231192 members 
Entering Unmasked Estep 
Score: -24698012.000000 Penalty: 6127.274414
	Iteration 28Q: 3 clusters Score -2.469801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 231192 members 
Entering Unmasked Estep 
Score: -24698008.000000 Penalty: 6127.274414
	Iteration 29Q: 3 clusters Score -2.469801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 231191 members 
Entering Unmasked Estep 
Score: -24698014.000000 Penalty: 6127.274414
	Iteration 30Q: 3 clusters Score -2.469801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 231189 members 
Entering Unmasked Estep 
Score: -24698000.000000 Penalty: 6127.274414
	Iteration 31Q: 3 clusters Score -2.4698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 231188 members 
Entering Unmasked Estep 
Score: -24698012.000000 Penalty: 6127.274414
	Iteration 32Q: 3 clusters Score -2.469801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 231188 members 
Entering Unmasked Estep 
Score: -24698012.000000 Penalty: 6127.274414
	Iteration 33F: 3 clusters Score -2.469801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -742958.875000 Penalty: 2193.359863
	Iteration 0F: 2 clusters Score -742958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -737239.500000 Penalty: 4386.719727
	Iteration 0F: 3 clusters Score -737239.5 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -738655.625000 Penalty: 4386.719727
	Iteration 1F: 3 clusters Score -738655.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -738912.500000 Penalty: 4386.719727
	Iteration 2F: 3 clusters Score -738912.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -739085.937500 Penalty: 4386.719727
	Iteration 3F: 3 clusters Score -739085.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -739203.937500 Penalty: 4386.719727
	Iteration 4Q: 3 clusters Score -739203.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -739288.687500 Penalty: 4386.719727
	Iteration 5Q: 3 clusters Score -739288.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -739377.875000 Penalty: 4386.719727
	Iteration 6Q: 3 clusters Score -739377.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -739452.125000 Penalty: 4386.719727
	Iteration 7Q: 3 clusters Score -739452.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -739523.687500 Penalty: 4386.719727
	Iteration 8Q: 3 clusters Score -739523.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -739605.750000 Penalty: 4386.719727
	Iteration 9Q: 3 clusters Score -739605.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -739687.625000 Penalty: 4386.719727
	Iteration 10Q: 3 clusters Score -739687.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -739772.000000 Penalty: 4386.719727
	Iteration 11Q: 3 clusters Score -739772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -739836.875000 Penalty: 4386.719727
	Iteration 12Q: 3 clusters Score -739836.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -739896.437500 Penalty: 4386.719727
	Iteration 13Q: 3 clusters Score -739896.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -739959.312500 Penalty: 4386.719727
	Iteration 14Q: 3 clusters Score -739959.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -740035.687500 Penalty: 4386.719727
	Iteration 15Q: 3 clusters Score -740035.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -740099.500000 Penalty: 4386.719727
	Iteration 16Q: 3 clusters Score -740099.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -740160.312500 Penalty: 4386.719727
	Iteration 17Q: 3 clusters Score -740160.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -740226.500000 Penalty: 4386.719727
	Iteration 18Q: 3 clusters Score -740226.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -740304.937500 Penalty: 4386.719727
	Iteration 19Q: 3 clusters Score -740304.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -740374.062500 Penalty: 4386.719727
	Iteration 20F: 3 clusters Score -740374.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -740448.562500 Penalty: 4386.719727
	Iteration 21Q: 3 clusters Score -740448.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -740511.625000 Penalty: 4386.719727
	Iteration 22Q: 3 clusters Score -740511.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -740571.562500 Penalty: 4386.719727
	Iteration 23Q: 3 clusters Score -740571.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -740614.187500 Penalty: 4386.719727
	Iteration 24Q: 3 clusters Score -740614.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -740647.562500 Penalty: 4386.719727
	Iteration 25Q: 3 clusters Score -740647.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -740682.750000 Penalty: 4386.719727
	Iteration 26Q: 3 clusters Score -740682.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -740708.687500 Penalty: 4386.719727
	Iteration 27Q: 3 clusters Score -740708.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -740739.062500 Penalty: 4386.719727
	Iteration 28Q: 3 clusters Score -740739.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -740765.187500 Penalty: 4386.719727
	Iteration 29Q: 3 clusters Score -740765.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -740798.500000 Penalty: 4386.719727
	Iteration 30Q: 3 clusters Score -740798.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -740820.625000 Penalty: 4386.719727
	Iteration 31Q: 3 clusters Score -740820.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -740837.187500 Penalty: 4386.719727
	Iteration 32Q: 3 clusters Score -740837.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -740851.687500 Penalty: 4386.719727
	Iteration 33Q: 3 clusters Score -740851.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -740857.562500 Penalty: 4386.719727
	Iteration 34Q: 3 clusters Score -740857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -740864.062500 Penalty: 4386.719727
	Iteration 35Q: 3 clusters Score -740864.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -740868.437500 Penalty: 4386.719727
	Iteration 36Q: 3 clusters Score -740868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -740874.625000 Penalty: 4386.719727
	Iteration 37Q: 3 clusters Score -740874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -740879.062500 Penalty: 4386.719727
	Iteration 38Q: 3 clusters Score -740879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -740882.312500 Penalty: 4386.719727
	Iteration 39Q: 3 clusters Score -740882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -740886.437500 Penalty: 4386.719727
	Iteration 40F: 3 clusters Score -740886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -740888.937500 Penalty: 4386.719727
	Iteration 41Q: 3 clusters Score -740888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -740893.062500 Penalty: 4386.719727
	Iteration 42Q: 3 clusters Score -740893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -740896.687500 Penalty: 4386.719727
	Iteration 43Q: 3 clusters Score -740896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -740898.062500 Penalty: 4386.719727
	Iteration 44Q: 3 clusters Score -740898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -740897.687500 Penalty: 4386.719727
	Iteration 45Q: 3 clusters Score -740897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -740897.687500 Penalty: 4386.719727
	Iteration 46F: 3 clusters Score -740897.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -174746.156250 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -174746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -172300.015625 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -172300 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -172727.218750 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -172727.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -172857.640625 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -172857.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -172936.515625 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -172936.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -172995.078125 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -172995.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173017.703125 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -173017.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173028.765625 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -173028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173034.218750 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -173034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173045.218750 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -173045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -173059.468750 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -173059.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -173071.218750 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -173071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -173076.921875 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -173076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173080.062500 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -173080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173082.515625 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -173082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173084.859375 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -173084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -173087.187500 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -173087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173089.625000 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -173089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -173090.359375 Penalty: 3705.513672
	Iteration 17Q: 3 clusters Score -173090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173091.046875 Penalty: 3705.513672
	Iteration 18Q: 3 clusters Score -173091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173091.890625 Penalty: 3705.513672
	Iteration 19Q: 3 clusters Score -173091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -173094.500000 Penalty: 3705.513672
	Iteration 20F: 3 clusters Score -173094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173096.234375 Penalty: 3705.513672
	Iteration 21Q: 3 clusters Score -173096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173097.781250 Penalty: 3705.513672
	Iteration 22Q: 3 clusters Score -173097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -173098.734375 Penalty: 3705.513672
	Iteration 23Q: 3 clusters Score -173098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173099.265625 Penalty: 3705.513672
	Iteration 24Q: 3 clusters Score -173099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173100.984375 Penalty: 3705.513672
	Iteration 25Q: 3 clusters Score -173101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -173103.750000 Penalty: 3705.513672
	Iteration 26Q: 3 clusters Score -173103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -173104.765625 Penalty: 3705.513672
	Iteration 27Q: 3 clusters Score -173104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173105.421875 Penalty: 3705.513672
	Iteration 28Q: 3 clusters Score -173105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173105.781250 Penalty: 3705.513672
	Iteration 29Q: 3 clusters Score -173105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173106.390625 Penalty: 3705.513672
	Iteration 30Q: 3 clusters Score -173106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173106.390625 Penalty: 3705.513672
	Iteration 31F: 3 clusters Score -173106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 67085 members 
Mstep: Class 8 contains 204664 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 116840 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307848 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 33021 members 
Mstep: Class 19 contains 405961 members 
Mstep: Class 21 contains 24812 members 
Mstep: Class 22 contains 231741 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371568.000000 Penalty: 91801.890625
Iteration 159Q: 27 clusters Score -1.583716e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 33778 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 67086 members 
Mstep: Class 8 contains 204762 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 116728 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307832 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 32990 members 
Mstep: Class 19 contains 405882 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 24786 members 
Mstep: Class 22 contains 231661 members 
Mstep: Class 23 contains 6932 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 91801.890625
Iteration 160F: 27 clusters Score -1.583719e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 6996 members 
Mstep: Class 3 contains 33778 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 67087 members 
Mstep: Class 8 contains 204866 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 116630 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307837 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 32964 members 
Mstep: Class 19 contains 405870 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24773 members 
Mstep: Class 22 contains 231611 members 
Mstep: Class 23 contains 6932 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 91801.890625
Iteration 161Q: 27 clusters Score -1.583718e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 33774 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 67085 members 
Mstep: Class 8 contains 204959 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1059 members 
Mstep: Class 11 contains 116540 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307860 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32948 members 
Mstep: Class 19 contains 405889 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24762 members 
Mstep: Class 22 contains 231560 members 
Mstep: Class 23 contains 6932 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 91801.890625
Iteration 162Q: 27 clusters Score -1.583718e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 33775 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 67086 members 
Mstep: Class 8 contains 205048 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1067 members 
Mstep: Class 11 contains 116447 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307887 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32934 members 
Mstep: Class 19 contains 405892 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24758 members 
Mstep: Class 22 contains 231530 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 91801.890625
Iteration 163Q: 27 clusters Score -1.583718e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 33774 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 67085 members 
Mstep: Class 8 contains 205150 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1073 members 
Mstep: Class 11 contains 116341 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307902 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32921 members 
Mstep: Class 19 contains 405918 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 231492 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 164Q: 27 clusters Score -1.583717e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 67082 members 
Mstep: Class 8 contains 205271 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1077 members 
Mstep: Class 11 contains 116247 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307926 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32911 members 
Mstep: Class 19 contains 405925 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 231438 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371760.000000 Penalty: 91801.890625
Iteration 165Q: 27 clusters Score -1.583718e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 6987 members 
Mstep: Class 3 contains 33779 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 67084 members 
Mstep: Class 8 contains 205383 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 116148 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307939 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32902 members 
Mstep: Class 19 contains 405922 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 231411 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371856.000000 Penalty: 91801.890625
Iteration 166Q: 27 clusters Score -1.583719e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 33779 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 67074 members 
Mstep: Class 8 contains 205502 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 116060 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307948 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32892 members 
Mstep: Class 19 contains 405928 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 231377 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371760.000000 Penalty: 91801.890625
Iteration 167Q: 27 clusters Score -1.583718e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 6987 members 
Mstep: Class 3 contains 33782 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5994 members 
Mstep: Class 7 contains 67071 members 
Mstep: Class 8 contains 205638 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 115974 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307966 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32881 members 
Mstep: Class 19 contains 405922 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24753 members 
Mstep: Class 22 contains 231317 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 91801.890625
Iteration 168Q: 27 clusters Score -1.583718e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 33779 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 205765 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 115906 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307962 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32874 members 
Mstep: Class 19 contains 405914 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24750 members 
Mstep: Class 22 contains 231285 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371680.000000 Penalty: 91801.890625
Iteration 169Q: 27 clusters Score -1.583717e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 33780 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 67066 members 
Mstep: Class 8 contains 205869 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307973 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32868 members 
Mstep: Class 19 contains 405888 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 231256 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 91801.890625
Iteration 170Q: 27 clusters Score -1.583719e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 205981 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 115775 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307991 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32868 members 
Mstep: Class 19 contains 405839 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 231228 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 91801.890625
Iteration 171Q: 27 clusters Score -1.583718e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 33780 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 67071 members 
Mstep: Class 8 contains 206098 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 115722 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307980 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32865 members 
Mstep: Class 19 contains 405807 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 231204 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 91801.890625
Iteration 172Q: 27 clusters Score -1.583719e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 33783 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 206200 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115666 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307989 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32861 members 
Mstep: Class 19 contains 405797 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 231160 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 91801.890625
Iteration 173Q: 27 clusters Score -1.583718e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 33787 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 206306 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115615 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307992 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32856 members 
Mstep: Class 19 contains 405777 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24757 members 
Mstep: Class 22 contains 231123 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 174Q: 27 clusters Score -1.583717e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33789 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6006 members 
Mstep: Class 7 contains 67055 members 
Mstep: Class 8 contains 206395 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115570 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307996 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32854 members 
Mstep: Class 19 contains 405773 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 231083 members 
Mstep: Class 23 contains 6925 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371840.000000 Penalty: 91801.890625
Iteration 175Q: 27 clusters Score -1.583718e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 33792 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 67051 members 
Mstep: Class 8 contains 206463 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115534 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 307999 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32851 members 
Mstep: Class 19 contains 405776 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 231052 members 
Mstep: Class 23 contains 6924 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 91801.890625
Iteration 176Q: 27 clusters Score -1.583717e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 33791 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 206540 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115491 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308003 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32849 members 
Mstep: Class 19 contains 405765 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24759 members 
Mstep: Class 22 contains 231025 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371568.000000 Penalty: 91801.890625
Iteration 177Q: 27 clusters Score -1.583716e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33788 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6011 members 
Mstep: Class 7 contains 67050 members 
Mstep: Class 8 contains 206604 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115457 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308012 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32845 members 
Mstep: Class 19 contains 405755 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24760 members 
Mstep: Class 22 contains 230998 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 178Q: 27 clusters Score -1.583717e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 33790 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 206670 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115432 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308020 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32841 members 
Mstep: Class 19 contains 405750 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24760 members 
Mstep: Class 22 contains 230952 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 91801.890625
Iteration 179Q: 27 clusters Score -1.583716e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 33792 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 7 contains 67051 members 
Mstep: Class 8 contains 206733 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115405 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308032 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32842 members 
Mstep: Class 19 contains 405741 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24758 members 
Mstep: Class 22 contains 230908 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371632.000000 Penalty: 91801.890625
Iteration 180F: 27 clusters Score -1.583716e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 33792 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 67051 members 
Mstep: Class 8 contains 206797 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115382 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308048 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 405725 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 230870 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371568.000000 Penalty: 91801.890625
Iteration 181Q: 27 clusters Score -1.583716e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 33791 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 67054 members 
Mstep: Class 8 contains 206870 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115352 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308057 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32835 members 
Mstep: Class 19 contains 405712 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 230828 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371696.000000 Penalty: 91801.890625
Iteration 182Q: 27 clusters Score -1.583717e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 33791 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 67056 members 
Mstep: Class 8 contains 206948 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115324 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308071 members 
Mstep: Class 16 contains 6800 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32829 members 
Mstep: Class 19 contains 405690 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 230783 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 91801.890625
Iteration 183Q: 27 clusters Score -1.583718e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 6987 members 
Mstep: Class 3 contains 33790 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 67055 members 
Mstep: Class 8 contains 207037 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115303 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308068 members 
Mstep: Class 16 contains 6803 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32827 members 
Mstep: Class 19 contains 405678 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 230729 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 184Q: 27 clusters Score -1.583717e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 33787 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6023 members 
Mstep: Class 7 contains 67051 members 
Mstep: Class 8 contains 207116 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115280 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308082 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32824 members 
Mstep: Class 19 contains 405668 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230671 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371664.000000 Penalty: 91801.890625
Iteration 185Q: 27 clusters Score -1.583717e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 33787 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 67047 members 
Mstep: Class 8 contains 207185 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115254 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308085 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32824 members 
Mstep: Class 19 contains 405660 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230630 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371760.000000 Penalty: 91801.890625
Iteration 186Q: 27 clusters Score -1.583718e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 6991 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 67042 members 
Mstep: Class 8 contains 207253 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115225 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308093 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32823 members 
Mstep: Class 19 contains 405651 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230594 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371888.000000 Penalty: 91801.890625
Iteration 187Q: 27 clusters Score -1.583719e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 67041 members 
Mstep: Class 8 contains 207315 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115204 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308098 members 
Mstep: Class 16 contains 6811 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32823 members 
Mstep: Class 19 contains 405630 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230564 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 91801.890625
Iteration 188Q: 27 clusters Score -1.583717e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67042 members 
Mstep: Class 8 contains 207381 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115174 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308103 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32822 members 
Mstep: Class 19 contains 405615 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230527 members 
Mstep: Class 23 contains 6920 members 
Mstep: Class 24 contains 1759 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 91801.890625
Iteration 189Q: 27 clusters Score -1.583717e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 33788 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67043 members 
Mstep: Class 8 contains 207440 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115152 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308098 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32819 members 
Mstep: Class 19 contains 405601 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24748 members 
Mstep: Class 22 contains 230504 members 
Mstep: Class 23 contains 6920 members 
Mstep: Class 24 contains 1759 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371552.000000 Penalty: 91801.890625
Iteration 190Q: 27 clusters Score -1.583716e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33791 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67046 members 
Mstep: Class 8 contains 207515 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115127 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308101 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32818 members 
Mstep: Class 19 contains 405581 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24748 members 
Mstep: Class 22 contains 230466 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1758 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371680.000000 Penalty: 91801.890625
Iteration 191Q: 27 clusters Score -1.583717e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 6997 members 
Mstep: Class 3 contains 33793 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67045 members 
Mstep: Class 8 contains 207580 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115103 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308101 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 405569 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24747 members 
Mstep: Class 22 contains 230442 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371728.000000 Penalty: 91801.890625
Iteration 192Q: 27 clusters Score -1.583717e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33793 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67041 members 
Mstep: Class 8 contains 207659 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115076 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308103 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32810 members 
Mstep: Class 19 contains 405547 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24748 members 
Mstep: Class 22 contains 230409 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371824.000000 Penalty: 91801.890625
Iteration 193Q: 27 clusters Score -1.583718e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33792 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67041 members 
Mstep: Class 8 contains 207737 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115052 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308102 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32807 members 
Mstep: Class 19 contains 405534 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230372 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371840.000000 Penalty: 91801.890625
Iteration 194Q: 27 clusters Score -1.583718e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33793 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 207816 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 115021 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308093 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32803 members 
Mstep: Class 19 contains 405527 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230334 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371680.000000 Penalty: 91801.890625
Iteration 195Q: 27 clusters Score -1.583717e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33797 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 67052 members 
Mstep: Class 8 contains 207897 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114991 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308089 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32800 members 
Mstep: Class 19 contains 405508 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24750 members 
Mstep: Class 22 contains 230297 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 91801.890625
Iteration 196Q: 27 clusters Score -1.583718e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33800 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 67053 members 
Mstep: Class 8 contains 207952 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114961 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308095 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 405498 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230274 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 197Q: 27 clusters Score -1.583717e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33802 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6039 members 
Mstep: Class 7 contains 67054 members 
Mstep: Class 8 contains 207997 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114935 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308104 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32791 members 
Mstep: Class 19 contains 405493 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230250 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 91801.890625
Iteration 198Q: 27 clusters Score -1.583716e+08 nChanged 156
Entering ConstructFrom: 
Score: -158371616.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (57414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Entering Unmasked Estep 
Score: -5855523.500000 Penalty: 2717.594727
	Iteration 0F: 2 clusters Score -5855524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5816989.500000 Penalty: 5435.189453
	Iteration 0F: 3 clusters Score -5816990 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5831676.000000 Penalty: 5435.189453
	Iteration 1F: 3 clusters Score -5831676 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -5832607.000000 Penalty: 5435.189453
	Iteration 2Q: 3 clusters Score -5832607 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -5833859.000000 Penalty: 5435.189453
	Iteration 3F: 3 clusters Score -5833859 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5835924.500000 Penalty: 5435.189453
	Iteration 4F: 3 clusters Score -5835924 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5839145.500000 Penalty: 5435.189453
	Iteration 5F: 3 clusters Score -5839146 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -5843542.000000 Penalty: 5435.189453
	Iteration 6F: 3 clusters Score -5843542 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -5847944.000000 Penalty: 5435.189453
	Iteration 7F: 3 clusters Score -5847944 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -5851044.500000 Penalty: 5435.189453
	Iteration 8F: 3 clusters Score -5851044 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -5852480.000000 Penalty: 5435.189453
	Iteration 9Q: 3 clusters Score -5852480 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -5852958.500000 Penalty: 5435.189453
	Iteration 10Q: 3 clusters Score -5852958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -5853087.500000 Penalty: 5435.189453
	Iteration 11Q: 3 clusters Score -5853088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -5853173.000000 Penalty: 5435.189453
	Iteration 12Q: 3 clusters Score -5853173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -5853217.000000 Penalty: 5435.189453
	Iteration 13Q: 3 clusters Score -5853217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -5853232.500000 Penalty: 5435.189453
	Iteration 14Q: 3 clusters Score -5853232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -5853240.500000 Penalty: 5435.189453
	Iteration 15Q: 3 clusters Score -5853240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -5853252.500000 Penalty: 5435.189453
	Iteration 16Q: 3 clusters Score -5853252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -5853252.500000 Penalty: 5435.189453
	Iteration 17Q: 3 clusters Score -5853252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -5853255.500000 Penalty: 5435.189453
	Iteration 18Q: 3 clusters Score -5853256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -5853265.000000 Penalty: 5435.189453
	Iteration 19Q: 3 clusters Score -5853265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -5853269.000000 Penalty: 5435.189453
	Iteration 20F: 3 clusters Score -5853269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -5853267.000000 Penalty: 5435.189453
	Iteration 21Q: 3 clusters Score -5853267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -5853272.000000 Penalty: 5435.189453
	Iteration 22Q: 3 clusters Score -5853272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -5853274.000000 Penalty: 5435.189453
	Iteration 23Q: 3 clusters Score -5853274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -5853270.500000 Penalty: 5435.189453
	Iteration 24Q: 3 clusters Score -5853270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -5853277.000000 Penalty: 5435.189453
	Iteration 25Q: 3 clusters Score -5853277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -5853279.500000 Penalty: 5435.189453
	Iteration 26Q: 3 clusters Score -5853280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -5853275.500000 Penalty: 5435.189453
	Iteration 27Q: 3 clusters Score -5853276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -5853282.000000 Penalty: 5435.189453
	Iteration 28Q: 3 clusters Score -5853282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -5853286.000000 Penalty: 5435.189453
	Iteration 29Q: 3 clusters Score -5853286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -5853286.000000 Penalty: 5435.189453
	Iteration 30Q: 3 clusters Score -5853286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -5853289.500000 Penalty: 5435.189453
	Iteration 31Q: 3 clusters Score -5853290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -5853283.500000 Penalty: 5435.189453
	Iteration 32Q: 3 clusters Score -5853284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -5853288.000000 Penalty: 5435.189453
	Iteration 33Q: 3 clusters Score -5853288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -5853288.000000 Penalty: 5435.189453
	Iteration 34F: 3 clusters Score -5853288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -753805.687500 Penalty: 2195.673584
	Iteration 0F: 2 clusters Score -753805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -747997.625000 Penalty: 4391.347168
	Iteration 0F: 3 clusters Score -747997.6 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -749519.937500 Penalty: 4391.347168
	Iteration 1F: 3 clusters Score -749519.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -749735.125000 Penalty: 4391.347168
	Iteration 2F: 3 clusters Score -749735.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -749907.500000 Penalty: 4391.347168
	Iteration 3Q: 3 clusters Score -749907.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -750049.437500 Penalty: 4391.347168
	Iteration 4Q: 3 clusters Score -750049.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -750158.812500 Penalty: 4391.347168
	Iteration 5Q: 3 clusters Score -750158.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -750253.562500 Penalty: 4391.347168
	Iteration 6Q: 3 clusters Score -750253.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -750324.375000 Penalty: 4391.347168
	Iteration 7Q: 3 clusters Score -750324.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -750395.312500 Penalty: 4391.347168
	Iteration 8Q: 3 clusters Score -750395.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -750462.250000 Penalty: 4391.347168
	Iteration 9Q: 3 clusters Score -750462.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -750533.750000 Penalty: 4391.347168
	Iteration 10Q: 3 clusters Score -750533.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -750591.687500 Penalty: 4391.347168
	Iteration 11Q: 3 clusters Score -750591.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -750655.937500 Penalty: 4391.347168
	Iteration 12Q: 3 clusters Score -750655.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -750731.875000 Penalty: 4391.347168
	Iteration 13Q: 3 clusters Score -750731.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -750825.125000 Penalty: 4391.347168
	Iteration 14Q: 3 clusters Score -750825.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -750919.750000 Penalty: 4391.347168
	Iteration 15Q: 3 clusters Score -750919.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -751021.875000 Penalty: 4391.347168
	Iteration 16Q: 3 clusters Score -751021.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -751113.625000 Penalty: 4391.347168
	Iteration 17Q: 3 clusters Score -751113.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -751216.375000 Penalty: 4391.347168
	Iteration 18Q: 3 clusters Score -751216.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -751311.187500 Penalty: 4391.347168
	Iteration 19Q: 3 clusters Score -751311.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -751400.562500 Penalty: 4391.347168
	Iteration 20F: 3 clusters Score -751400.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -751476.625000 Penalty: 4391.347168
	Iteration 21Q: 3 clusters Score -751476.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -751533.375000 Penalty: 4391.347168
	Iteration 22Q: 3 clusters Score -751533.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -751580.187500 Penalty: 4391.347168
	Iteration 23Q: 3 clusters Score -751580.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -751621.250000 Penalty: 4391.347168
	Iteration 24Q: 3 clusters Score -751621.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -751653.000000 Penalty: 4391.347168
	Iteration 25Q: 3 clusters Score -751653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -751679.187500 Penalty: 4391.347168
	Iteration 26Q: 3 clusters Score -751679.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -751706.250000 Penalty: 4391.347168
	Iteration 27Q: 3 clusters Score -751706.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -751732.687500 Penalty: 4391.347168
	Iteration 28Q: 3 clusters Score -751732.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -751763.437500 Penalty: 4391.347168
	Iteration 29Q: 3 clusters Score -751763.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -751779.625000 Penalty: 4391.347168
	Iteration 30Q: 3 clusters Score -751779.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -751792.875000 Penalty: 4391.347168
	Iteration 31Q: 3 clusters Score -751792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -751800.687500 Penalty: 4391.347168
	Iteration 32Q: 3 clusters Score -751800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -751803.187500 Penalty: 4391.347168
	Iteration 33Q: 3 clusters Score -751803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -751808.250000 Penalty: 4391.347168
	Iteration 34Q: 3 clusters Score -751808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -751813.250000 Penalty: 4391.347168
	Iteration 35Q: 3 clusters Score -751813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -751815.562500 Penalty: 4391.347168
	Iteration 36Q: 3 clusters Score -751815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -751818.562500 Penalty: 4391.347168
	Iteration 37Q: 3 clusters Score -751818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -751821.062500 Penalty: 4391.347168
	Iteration 38Q: 3 clusters Score -751821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -751823.812500 Penalty: 4391.347168
	Iteration 39Q: 3 clusters Score -751823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -751824.625000 Penalty: 4391.347168
	Iteration 40F: 3 clusters Score -751824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -751826.750000 Penalty: 4391.347168
	Iteration 41Q: 3 clusters Score -751826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -751830.062500 Penalty: 4391.347168
	Iteration 42Q: 3 clusters Score -751830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -751834.687500 Penalty: 4391.347168
	Iteration 43Q: 3 clusters Score -751834.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -751839.000000 Penalty: 4391.347168
	Iteration 44Q: 3 clusters Score -751839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -751842.125000 Penalty: 4391.347168
	Iteration 45Q: 3 clusters Score -751842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -751842.687500 Penalty: 4391.347168
	Iteration 46Q: 3 clusters Score -751842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -751843.500000 Penalty: 4391.347168
	Iteration 47Q: 3 clusters Score -751843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -751842.875000 Penalty: 4391.347168
	Iteration 48Q: 3 clusters Score -751842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -751842.875000 Penalty: 4391.347168
	Iteration 49F: 3 clusters Score -751842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Entering Unmasked Estep 
Score: -3645358.000000 Penalty: 2586.219482
	Iteration 0F: 2 clusters Score -3645358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3622532.250000 Penalty: 5172.438965
	Iteration 0F: 3 clusters Score -3622532 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3630941.500000 Penalty: 5172.438965
	Iteration 1F: 3 clusters Score -3630942 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3631577.500000 Penalty: 5172.438965
	Iteration 2Q: 3 clusters Score -3631578 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3632189.250000 Penalty: 5172.438965
	Iteration 3Q: 3 clusters Score -3632189 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3632803.250000 Penalty: 5172.438965
	Iteration 4Q: 3 clusters Score -3632803 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3633449.500000 Penalty: 5172.438965
	Iteration 5Q: 3 clusters Score -3633450 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3634143.750000 Penalty: 5172.438965
	Iteration 6Q: 3 clusters Score -3634144 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3634967.250000 Penalty: 5172.438965
	Iteration 7Q: 3 clusters Score -3634967 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3635935.250000 Penalty: 5172.438965
	Iteration 8F: 3 clusters Score -3635935 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3637087.250000 Penalty: 5172.438965
	Iteration 9F: 3 clusters Score -3637087 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3638263.500000 Penalty: 5172.438965
	Iteration 10F: 3 clusters Score -3638264 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3639439.250000 Penalty: 5172.438965
	Iteration 11F: 3 clusters Score -3639439 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3640197.250000 Penalty: 5172.438965
	Iteration 12Q: 3 clusters Score -3640197 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3640662.750000 Penalty: 5172.438965
	Iteration 13Q: 3 clusters Score -3640663 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3640953.750000 Penalty: 5172.438965
	Iteration 14Q: 3 clusters Score -3640954 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3641189.750000 Penalty: 5172.438965
	Iteration 15Q: 3 clusters Score -3641190 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3641399.500000 Penalty: 5172.438965
	Iteration 16Q: 3 clusters Score -3641400 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3641589.000000 Penalty: 5172.438965
	Iteration 17Q: 3 clusters Score -3641589 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3641745.250000 Penalty: 5172.438965
	Iteration 18Q: 3 clusters Score -3641745 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3641885.250000 Penalty: 5172.438965
	Iteration 19Q: 3 clusters Score -3641885 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3642007.250000 Penalty: 5172.438965
	Iteration 20F: 3 clusters Score -3642007 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3642146.500000 Penalty: 5172.438965
	Iteration 21Q: 3 clusters Score -3642146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3642282.250000 Penalty: 5172.438965
	Iteration 22Q: 3 clusters Score -3642282 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3642375.750000 Penalty: 5172.438965
	Iteration 23Q: 3 clusters Score -3642376 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3642490.500000 Penalty: 5172.438965
	Iteration 24Q: 3 clusters Score -3642490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3642580.750000 Penalty: 5172.438965
	Iteration 25Q: 3 clusters Score -3642581 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3642662.250000 Penalty: 5172.438965
	Iteration 26Q: 3 clusters Score -3642662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3642739.750000 Penalty: 5172.438965
	Iteration 27Q: 3 clusters Score -3642740 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3642792.750000 Penalty: 5172.438965
	Iteration 28Q: 3 clusters Score -3642793 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3642861.750000 Penalty: 5172.438965
	Iteration 29Q: 3 clusters Score -3642862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3642900.250000 Penalty: 5172.438965
	Iteration 30Q: 3 clusters Score -3642900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3642960.750000 Penalty: 5172.438965
	Iteration 31Q: 3 clusters Score -3642961 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3643010.750000 Penalty: 5172.438965
	Iteration 32Q: 3 clusters Score -3643011 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3643048.000000 Penalty: 5172.438965
	Iteration 33Q: 3 clusters Score -3643048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3643099.500000 Penalty: 5172.438965
	Iteration 34Q: 3 clusters Score -3643100 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3643130.750000 Penalty: 5172.438965
	Iteration 35Q: 3 clusters Score -3643131 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3643164.000000 Penalty: 5172.438965
	Iteration 36Q: 3 clusters Score -3643164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3643192.500000 Penalty: 5172.438965
	Iteration 37Q: 3 clusters Score -3643192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3643219.500000 Penalty: 5172.438965
	Iteration 38Q: 3 clusters Score -3643220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3643235.250000 Penalty: 5172.438965
	Iteration 39Q: 3 clusters Score -3643235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3643263.500000 Penalty: 5172.438965
	Iteration 40F: 3 clusters Score -3643264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3643285.500000 Penalty: 5172.438965
	Iteration 41Q: 3 clusters Score -3643286 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3643306.750000 Penalty: 5172.438965
	Iteration 42Q: 3 clusters Score -3643307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3643339.750000 Penalty: 5172.438965
	Iteration 43Q: 3 clusters Score -3643340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3643376.750000 Penalty: 5172.438965
	Iteration 44Q: 3 clusters Score -3643377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3643386.750000 Penalty: 5172.438965
	Iteration 45Q: 3 clusters Score -3643387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3643412.500000 Penalty: 5172.438965
	Iteration 46Q: 3 clusters Score -3643412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3643433.000000 Penalty: 5172.438965
	Iteration 47Q: 3 clusters Score -3643433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3643455.500000 Penalty: 5172.438965
	Iteration 48Q: 3 clusters Score -3643456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3643472.750000 Penalty: 5172.438965
	Iteration 49Q: 3 clusters Score -3643473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3643493.750000 Penalty: 5172.438965
	Iteration 50Q: 3 clusters Score -3643494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3643509.750000 Penalty: 5172.438965
	Iteration 51Q: 3 clusters Score -3643510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3643537.750000 Penalty: 5172.438965
	Iteration 52Q: 3 clusters Score -3643538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3643556.500000 Penalty: 5172.438965
	Iteration 53Q: 3 clusters Score -3643556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3643557.500000 Penalty: 5172.438965
	Iteration 54Q: 3 clusters Score -3643558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3643564.500000 Penalty: 5172.438965
	Iteration 55Q: 3 clusters Score -3643564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3643574.250000 Penalty: 5172.438965
	Iteration 56Q: 3 clusters Score -3643574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3643584.000000 Penalty: 5172.438965
	Iteration 57Q: 3 clusters Score -3643584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3643596.000000 Penalty: 5172.438965
	Iteration 58Q: 3 clusters Score -3643596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3643604.250000 Penalty: 5172.438965
	Iteration 59Q: 3 clusters Score -3643604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3643609.000000 Penalty: 5172.438965
	Iteration 60F: 3 clusters Score -3643609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3643611.000000 Penalty: 5172.438965
	Iteration 61Q: 3 clusters Score -3643611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3643609.500000 Penalty: 5172.438965
	Iteration 62Q: 3 clusters Score -3643610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3643619.250000 Penalty: 5172.438965
	Iteration 63Q: 3 clusters Score -3643619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3643621.750000 Penalty: 5172.438965
	Iteration 64Q: 3 clusters Score -3643622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3643624.250000 Penalty: 5172.438965
	Iteration 65Q: 3 clusters Score -3643624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3643624.000000 Penalty: 5172.438965
	Iteration 66Q: 3 clusters Score -3643624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3643628.000000 Penalty: 5172.438965
	Iteration 67Q: 3 clusters Score -3643628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3643635.500000 Penalty: 5172.438965
	Iteration 68Q: 3 clusters Score -3643636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3643634.500000 Penalty: 5172.438965
	Iteration 69Q: 3 clusters Score -3643634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3643635.250000 Penalty: 5172.438965
	Iteration 70Q: 3 clusters Score -3643635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3643635.750000 Penalty: 5172.438965
	Iteration 71Q: 3 clusters Score -3643636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3643644.250000 Penalty: 5172.438965
	Iteration 72Q: 3 clusters Score -3643644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3643642.750000 Penalty: 5172.438965
	Iteration 73Q: 3 clusters Score -3643643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3643639.000000 Penalty: 5172.438965
	Iteration 74Q: 3 clusters Score -3643639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3643646.500000 Penalty: 5172.438965
	Iteration 75Q: 3 clusters Score -3643646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3643645.250000 Penalty: 5172.438965
	Iteration 76Q: 3 clusters Score -3643645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3643642.750000 Penalty: 5172.438965
	Iteration 77Q: 3 clusters Score -3643643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3643647.250000 Penalty: 5172.438965
	Iteration 78Q: 3 clusters Score -3643647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3643648.750000 Penalty: 5172.438965
	Iteration 79Q: 3 clusters Score -3643649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3643647.750000 Penalty: 5172.438965
	Iteration 80F: 3 clusters Score -3643648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3643650.000000 Penalty: 5172.438965
	Iteration 81Q: 3 clusters Score -3643650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3643652.000000 Penalty: 5172.438965
	Iteration 82Q: 3 clusters Score -3643652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3643652.500000 Penalty: 5172.438965
	Iteration 83Q: 3 clusters Score -3643652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3643655.250000 Penalty: 5172.438965
	Iteration 84Q: 3 clusters Score -3643655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3643654.250000 Penalty: 5172.438965
	Iteration 85Q: 3 clusters Score -3643654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3643655.250000 Penalty: 5172.438965
	Iteration 86Q: 3 clusters Score -3643655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3643658.500000 Penalty: 5172.438965
	Iteration 87Q: 3 clusters Score -3643658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3643649.500000 Penalty: 5172.438965
	Iteration 88Q: 3 clusters Score -3643650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3643656.500000 Penalty: 5172.438965
	Iteration 89Q: 3 clusters Score -3643656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3643660.000000 Penalty: 5172.438965
	Iteration 90Q: 3 clusters Score -3643660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3643663.000000 Penalty: 5172.438965
	Iteration 91Q: 3 clusters Score -3643663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3643665.250000 Penalty: 5172.438965
	Iteration 92Q: 3 clusters Score -3643665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3643672.250000 Penalty: 5172.438965
	Iteration 93Q: 3 clusters Score -3643672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3643667.250000 Penalty: 5172.438965
	Iteration 94Q: 3 clusters Score -3643667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3643667.500000 Penalty: 5172.438965
	Iteration 95Q: 3 clusters Score -3643668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3643668.500000 Penalty: 5172.438965
	Iteration 96Q: 3 clusters Score -3643668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3643670.250000 Penalty: 5172.438965
	Iteration 97Q: 3 clusters Score -3643670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3643674.750000 Penalty: 5172.438965
	Iteration 98Q: 3 clusters Score -3643675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3643671.000000 Penalty: 5172.438965
	Iteration 99Q: 3 clusters Score -3643671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3643671.000000 Penalty: 5172.438965
	Iteration 100F: 3 clusters Score -3643671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -240202.281250 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -240202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -237316.140625 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -237316.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -237869.968750 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -237870 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -238052.203125 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -238052.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -238151.031250 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -238151 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238211.062500 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -238211.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238241.468750 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -238241.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -238273.984375 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -238274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238300.000000 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -238300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -238316.218750 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -238316.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -238328.500000 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -238328.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -238342.062500 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -238342.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -238355.750000 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -238355.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238367.718750 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -238367.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238376.390625 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -238376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238383.953125 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -238384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -238393.203125 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -238393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -238398.593750 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -238398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -238401.656250 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -238401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -238406.437500 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -238406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238414.468750 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -238414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238417.437500 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -238417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238420.609375 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -238420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238426.500000 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -238426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238430.046875 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -238430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238433.031250 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -238433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238434.031250 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -238434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238435.453125 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -238435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238436.500000 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -238436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -238436.812500 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -238436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -238438.125000 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -238438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238440.093750 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -238440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -238442.796875 Penalty: 3867.252686
	Iteration 31Q: 3 clusters Score -238442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238444.390625 Penalty: 3867.252686
	Iteration 32Q: 3 clusters Score -238444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -238446.750000 Penalty: 3867.252686
	Iteration 33Q: 3 clusters Score -238446.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -238450.218750 Penalty: 3867.252686
	Iteration 34Q: 3 clusters Score -238450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238452.843750 Penalty: 3867.252686
	Iteration 35Q: 3 clusters Score -238452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -238454.546875 Penalty: 3867.252686
	Iteration 36Q: 3 clusters Score -238454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238455.468750 Penalty: 3867.252686
	Iteration 37Q: 3 clusters Score -238455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -238457.078125 Penalty: 3867.252686
	Iteration 38Q: 3 clusters Score -238457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -238457.906250 Penalty: 3867.252686
	Iteration 39Q: 3 clusters Score -238457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -238457.828125 Penalty: 3867.252686
	Iteration 40F: 3 clusters Score -238457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -235533.406250 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -235533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -232668.062500 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -232668.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -233245.187500 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -233245.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233387.343750 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -233387.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -233442.796875 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -233442.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233477.156250 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -233477.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -233504.000000 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -233504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -233544.390625 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -233544.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -233581.859375 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -233581.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -233623.531250 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -233623.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -233676.687500 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -233676.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -233733.109375 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -233733.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -233796.625000 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -233796.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -233900.984375 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -233901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -234047.765625 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -234047.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -234202.796875 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -234202.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -234443.359375 Penalty: 3838.073975
	Iteration 15F: 3 clusters Score -234443.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -234709.843750 Penalty: 3838.073975
	Iteration 16F: 3 clusters Score -234709.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -234894.406250 Penalty: 3838.073975
	Iteration 17F: 3 clusters Score -234894.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234986.234375 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -234986.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -235057.500000 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -235057.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -235116.828125 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -235116.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -235158.281250 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -235158.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -235192.296875 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -235192.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -235219.968750 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -235220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -235234.593750 Penalty: 3838.073975
	Iteration 24Q: 3 clusters Score -235234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -235245.484375 Penalty: 3838.073975
	Iteration 25Q: 3 clusters Score -235245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -235253.609375 Penalty: 3838.073975
	Iteration 26Q: 3 clusters Score -235253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -235256.359375 Penalty: 3838.073975
	Iteration 27Q: 3 clusters Score -235256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -235259.031250 Penalty: 3838.073975
	Iteration 28Q: 3 clusters Score -235259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -235261.859375 Penalty: 3838.073975
	Iteration 29Q: 3 clusters Score -235261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -235264.531250 Penalty: 3838.073975
	Iteration 30Q: 3 clusters Score -235264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -235265.515625 Penalty: 3838.073975
	Iteration 31Q: 3 clusters Score -235265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -235265.515625 Penalty: 3838.073975
	Iteration 32F: 3 clusters Score -235265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -652572.000000 Penalty: 2159.127686
	Iteration 0F: 2 clusters Score -652572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -647424.687500 Penalty: 4318.255371
	Iteration 0F: 3 clusters Score -647424.7 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -648718.625000 Penalty: 4318.255371
	Iteration 1F: 3 clusters Score -648718.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -648930.750000 Penalty: 4318.255371
	Iteration 2F: 3 clusters Score -648930.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -649075.000000 Penalty: 4318.255371
	Iteration 3Q: 3 clusters Score -649075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -649179.125000 Penalty: 4318.255371
	Iteration 4Q: 3 clusters Score -649179.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -649268.187500 Penalty: 4318.255371
	Iteration 5Q: 3 clusters Score -649268.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -649360.562500 Penalty: 4318.255371
	Iteration 6Q: 3 clusters Score -649360.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -649444.187500 Penalty: 4318.255371
	Iteration 7Q: 3 clusters Score -649444.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -649518.812500 Penalty: 4318.255371
	Iteration 8Q: 3 clusters Score -649518.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -649598.187500 Penalty: 4318.255371
	Iteration 9Q: 3 clusters Score -649598.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -649691.312500 Penalty: 4318.255371
	Iteration 10Q: 3 clusters Score -649691.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -649806.187500 Penalty: 4318.255371
	Iteration 11Q: 3 clusters Score -649806.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -649939.437500 Penalty: 4318.255371
	Iteration 12Q: 3 clusters Score -649939.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -650074.937500 Penalty: 4318.255371
	Iteration 13Q: 3 clusters Score -650074.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -650207.687500 Penalty: 4318.255371
	Iteration 14Q: 3 clusters Score -650207.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -650334.375000 Penalty: 4318.255371
	Iteration 15Q: 3 clusters Score -650334.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -650444.625000 Penalty: 4318.255371
	Iteration 16Q: 3 clusters Score -650444.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -650534.812500 Penalty: 4318.255371
	Iteration 17Q: 3 clusters Score -650534.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -650602.187500 Penalty: 4318.255371
	Iteration 18Q: 3 clusters Score -650602.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -650642.937500 Penalty: 4318.255371
	Iteration 19Q: 3 clusters Score -650642.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -650674.625000 Penalty: 4318.255371
	Iteration 20F: 3 clusters Score -650674.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -650699.125000 Penalty: 4318.255371
	Iteration 21Q: 3 clusters Score -650699.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -650715.437500 Penalty: 4318.255371
	Iteration 22Q: 3 clusters Score -650715.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -650727.000000 Penalty: 4318.255371
	Iteration 23Q: 3 clusters Score -650727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -650733.437500 Penalty: 4318.255371
	Iteration 24Q: 3 clusters Score -650733.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -650741.437500 Penalty: 4318.255371
	Iteration 25Q: 3 clusters Score -650741.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -650745.937500 Penalty: 4318.255371
	Iteration 26Q: 3 clusters Score -650745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -650750.125000 Penalty: 4318.255371
	Iteration 27Q: 3 clusters Score -650750.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -650752.687500 Penalty: 4318.255371
	Iteration 28Q: 3 clusters Score -650752.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -650756.375000 Penalty: 4318.255371
	Iteration 29Q: 3 clusters Score -650756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -650760.437500 Penalty: 4318.255371
	Iteration 30Q: 3 clusters Score -650760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -650761.687500 Penalty: 4318.255371
	Iteration 31Q: 3 clusters Score -650761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -650763.250000 Penalty: 4318.255371
	Iteration 32Q: 3 clusters Score -650763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -650765.625000 Penalty: 4318.255371
	Iteration 33Q: 3 clusters Score -650765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -650770.000000 Penalty: 4318.255371
	Iteration 34Q: 3 clusters Score -650770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -650770.187500 Penalty: 4318.255371
	Iteration 35Q: 3 clusters Score -650770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -650773.812500 Penalty: 4318.255371
	Iteration 36Q: 3 clusters Score -650773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -650773.937500 Penalty: 4318.255371
	Iteration 37Q: 3 clusters Score -650773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -650776.187500 Penalty: 4318.255371
	Iteration 38Q: 3 clusters Score -650776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -650776.437500 Penalty: 4318.255371
	Iteration 39Q: 3 clusters Score -650776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -650776.687500 Penalty: 4318.255371
	Iteration 40F: 3 clusters Score -650776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -650777.062500 Penalty: 4318.255371
	Iteration 41Q: 3 clusters Score -650777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -650777.062500 Penalty: 4318.255371
	Iteration 42F: 3 clusters Score -650777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Entering Unmasked Estep 
Score: -7226022.500000 Penalty: 2756.105225
	Iteration 0F: 2 clusters Score -7226022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7180641.000000 Penalty: 5512.210449
	Iteration 0F: 3 clusters Score -7180641 nChanged 31623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -7198393.500000 Penalty: 5512.210449
	Iteration 1F: 3 clusters Score -7198394 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -7198913.500000 Penalty: 5512.210449
	Iteration 2Q: 3 clusters Score -7198914 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -7199536.000000 Penalty: 5512.210449
	Iteration 3Q: 3 clusters Score -7199536 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -7200360.500000 Penalty: 5512.210449
	Iteration 4Q: 3 clusters Score -7200360 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -7201437.500000 Penalty: 5512.210449
	Iteration 5Q: 3 clusters Score -7201438 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -7203170.000000 Penalty: 5512.210449
	Iteration 6Q: 3 clusters Score -7203170 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -7205961.500000 Penalty: 5512.210449
	Iteration 7F: 3 clusters Score -7205962 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -7209406.000000 Penalty: 5512.210449
	Iteration 8F: 3 clusters Score -7209406 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -7213354.500000 Penalty: 5512.210449
	Iteration 9F: 3 clusters Score -7213354 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -7217039.000000 Penalty: 5512.210449
	Iteration 10F: 3 clusters Score -7217039 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -7219772.000000 Penalty: 5512.210449
	Iteration 11Q: 3 clusters Score -7219772 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -7221538.500000 Penalty: 5512.210449
	Iteration 12Q: 3 clusters Score -7221538 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -7222486.000000 Penalty: 5512.210449
	Iteration 13Q: 3 clusters Score -7222486 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -7222977.500000 Penalty: 5512.210449
	Iteration 14Q: 3 clusters Score -7222978 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -7223209.000000 Penalty: 5512.210449
	Iteration 15Q: 3 clusters Score -7223209 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -7223337.500000 Penalty: 5512.210449
	Iteration 16Q: 3 clusters Score -7223338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -7223425.500000 Penalty: 5512.210449
	Iteration 17Q: 3 clusters Score -7223426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -7223494.500000 Penalty: 5512.210449
	Iteration 18Q: 3 clusters Score -7223494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -7223538.000000 Penalty: 5512.210449
	Iteration 19Q: 3 clusters Score -7223538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -7223570.500000 Penalty: 5512.210449
	Iteration 20F: 3 clusters Score -7223570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -7223587.500000 Penalty: 5512.210449
	Iteration 21Q: 3 clusters Score -7223588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -7223613.000000 Penalty: 5512.210449
	Iteration 22Q: 3 clusters Score -7223613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -7223620.500000 Penalty: 5512.210449
	Iteration 23Q: 3 clusters Score -7223620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -7223623.000000 Penalty: 5512.210449
	Iteration 24Q: 3 clusters Score -7223623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -7223631.500000 Penalty: 5512.210449
	Iteration 25Q: 3 clusters Score -7223632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -7223632.500000 Penalty: 5512.210449
	Iteration 26Q: 3 clusters Score -7223632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -7223635.000000 Penalty: 5512.210449
	Iteration 27Q: 3 clusters Score -7223635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -7223638.000000 Penalty: 5512.210449
	Iteration 28Q: 3 clusters Score -7223638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -7223638.500000 Penalty: 5512.210449
	Iteration 29Q: 3 clusters Score -7223638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -7223643.000000 Penalty: 5512.210449
	Iteration 30Q: 3 clusters Score -7223643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -7223641.500000 Penalty: 5512.210449
	Iteration 31Q: 3 clusters Score -7223642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -7223648.000000 Penalty: 5512.210449
	Iteration 32Q: 3 clusters Score -7223648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -7223650.000000 Penalty: 5512.210449
	Iteration 33Q: 3 clusters Score -7223650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -7223653.000000 Penalty: 5512.210449
	Iteration 34Q: 3 clusters Score -7223653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -7223654.500000 Penalty: 5512.210449
	Iteration 35Q: 3 clusters Score -7223654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -7223654.000000 Penalty: 5512.210449
	Iteration 36Q: 3 clusters Score -7223654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -7223654.000000 Penalty: 5512.210449
	Iteration 37Q: 3 clusters Score -7223654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -7223657.500000 Penalty: 5512.210449
	Iteration 38Q: 3 clusters Score -7223658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -7223663.000000 Penalty: 5512.210449
	Iteration 39Q: 3 clusters Score -7223663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -7223661.500000 Penalty: 5512.210449
	Iteration 40F: 3 clusters Score -7223662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208039 members 
Entering Unmasked Estep 
Score: -22161160.000000 Penalty: 3036.879150
	Iteration 0F: 2 clusters Score -2.216116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -22022352.000000 Penalty: 6073.758301
	Iteration 0F: 3 clusters Score -2.202235e+07 nChanged 100279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -22081012.000000 Penalty: 6073.758301
	Iteration 1F: 3 clusters Score -2.208101e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -22082210.000000 Penalty: 6073.758301
	Iteration 2Q: 3 clusters Score -2.208221e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -22083748.000000 Penalty: 6073.758301
	Iteration 3Q: 3 clusters Score -2.208375e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 118365 members 
Entering Unmasked Estep 
Score: -22086078.000000 Penalty: 6073.758301
	Iteration 4Q: 3 clusters Score -2.208608e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 125893 members 
Entering Unmasked Estep 
Score: -22090008.000000 Penalty: 6073.758301
	Iteration 5Q: 3 clusters Score -2.209001e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -22096868.000000 Penalty: 6073.758301
	Iteration 6F: 3 clusters Score -2.209687e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -22108046.000000 Penalty: 6073.758301
	Iteration 7F: 3 clusters Score -2.210805e+07 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -22122906.000000 Penalty: 6073.758301
	Iteration 8F: 3 clusters Score -2.212291e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -22137338.000000 Penalty: 6073.758301
	Iteration 9F: 3 clusters Score -2.213734e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 194169 members 
Entering Unmasked Estep 
Score: -22147820.000000 Penalty: 6073.758301
	Iteration 10F: 3 clusters Score -2.214782e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 200504 members 
Entering Unmasked Estep 
Score: -22153464.000000 Penalty: 6073.758301
	Iteration 11Q: 3 clusters Score -2.215346e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 203647 members 
Entering Unmasked Estep 
Score: -22156338.000000 Penalty: 6073.758301
	Iteration 12Q: 3 clusters Score -2.215634e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 205080 members 
Entering Unmasked Estep 
Score: -22157584.000000 Penalty: 6073.758301
	Iteration 13Q: 3 clusters Score -2.215758e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 205743 members 
Entering Unmasked Estep 
Score: -22158158.000000 Penalty: 6073.758301
	Iteration 14Q: 3 clusters Score -2.215816e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 206089 members 
Entering Unmasked Estep 
Score: -22158482.000000 Penalty: 6073.758301
	Iteration 15Q: 3 clusters Score -2.215848e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 206312 members 
Entering Unmasked Estep 
Score: -22158718.000000 Penalty: 6073.758301
	Iteration 16Q: 3 clusters Score -2.215872e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 206446 members 
Entering Unmasked Estep 
Score: -22158810.000000 Penalty: 6073.758301
	Iteration 17Q: 3 clusters Score -2.215881e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 206537 members 
Entering Unmasked Estep 
Score: -22158972.000000 Penalty: 6073.758301
	Iteration 18Q: 3 clusters Score -2.215897e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 206605 members 
Entering Unmasked Estep 
Score: -22159034.000000 Penalty: 6073.758301
	Iteration 19Q: 3 clusters Score -2.215903e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 206647 members 
Entering Unmasked Estep 
Score: -22159106.000000 Penalty: 6073.758301
	Iteration 20F: 3 clusters Score -2.215911e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 206688 members 
Entering Unmasked Estep 
Score: -22159098.000000 Penalty: 6073.758301
	Iteration 21Q: 3 clusters Score -2.21591e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 206717 members 
Entering Unmasked Estep 
Score: -22159128.000000 Penalty: 6073.758301
	Iteration 22Q: 3 clusters Score -2.215913e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 206750 members 
Entering Unmasked Estep 
Score: -22159148.000000 Penalty: 6073.758301
	Iteration 23Q: 3 clusters Score -2.215915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 206770 members 
Entering Unmasked Estep 
Score: -22159168.000000 Penalty: 6073.758301
	Iteration 24Q: 3 clusters Score -2.215917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 206794 members 
Entering Unmasked Estep 
Score: -22159180.000000 Penalty: 6073.758301
	Iteration 25Q: 3 clusters Score -2.215918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 206809 members 
Entering Unmasked Estep 
Score: -22159174.000000 Penalty: 6073.758301
	Iteration 26Q: 3 clusters Score -2.215917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 206825 members 
Entering Unmasked Estep 
Score: -22159182.000000 Penalty: 6073.758301
	Iteration 27Q: 3 clusters Score -2.215918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 206841 members 
Entering Unmasked Estep 
Score: -22159216.000000 Penalty: 6073.758301
	Iteration 28Q: 3 clusters Score -2.215922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 206851 members 
Entering Unmasked Estep 
Score: -22159230.000000 Penalty: 6073.758301
	Iteration 29Q: 3 clusters Score -2.215923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 206863 members 
Entering Unmasked Estep 
Score: -22159236.000000 Penalty: 6073.758301
	Iteration 30Q: 3 clusters Score -2.215924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 206874 members 
Entering Unmasked Estep 
Score: -22159238.000000 Penalty: 6073.758301
	Iteration 31Q: 3 clusters Score -2.215924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 206883 members 
Entering Unmasked Estep 
Score: -22159236.000000 Penalty: 6073.758301
	Iteration 32Q: 3 clusters Score -2.215924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 206887 members 
Entering Unmasked Estep 
Score: -22159240.000000 Penalty: 6073.758301
	Iteration 33Q: 3 clusters Score -2.215924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 206888 members 
Entering Unmasked Estep 
Score: -22159246.000000 Penalty: 6073.758301
	Iteration 34Q: 3 clusters Score -2.215925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 206890 members 
Entering Unmasked Estep 
Score: -22159254.000000 Penalty: 6073.758301
	Iteration 35Q: 3 clusters Score -2.215925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 206887 members 
Entering Unmasked Estep 
Score: -22159254.000000 Penalty: 6073.758301
	Iteration 36Q: 3 clusters Score -2.215925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 206888 members 
Entering Unmasked Estep 
Score: -22159244.000000 Penalty: 6073.758301
	Iteration 37Q: 3 clusters Score -2.215924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 206891 members 
Entering Unmasked Estep 
Score: -22159256.000000 Penalty: 6073.758301
	Iteration 38Q: 3 clusters Score -2.215926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 206891 members 
Entering Unmasked Estep 
Score: -22159242.000000 Penalty: 6073.758301
	Iteration 39Q: 3 clusters Score -2.215924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 206892 members 
Entering Unmasked Estep 
Score: -22159236.000000 Penalty: 6073.758301
	Iteration 40F: 3 clusters Score -2.215924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -17863.730469 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -17863.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16769.765625 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -16769.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16808.484375 Penalty: 2615.407959
	Iteration 1Q: 3 clusters Score -16808.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16814.761719 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -16814.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16814.761719 Penalty: 2615.407959
	Iteration 3F: 3 clusters Score -16814.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -104804.093750 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -104804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102829.617188 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -102829.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103128.507812 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -103128.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -103230.648438 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -103230.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103293.789062 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -103293.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -103321.265625 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -103321.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103343.156250 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -103343.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103357.320312 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -103357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103368.343750 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -103368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -103373.382812 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -103373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -103377.671875 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -103377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -103381.070312 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -103381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -103384.468750 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -103384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103385.640625 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -103385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -103389.476562 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -103389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -103390.460938 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -103390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103391.281250 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -103391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103392.414062 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -103392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103393.507812 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -103393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103393.507812 Penalty: 3468.990967
	Iteration 18F: 3 clusters Score -103393.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (114909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114909 members 
Entering Unmasked Estep 
Score: -12298135.000000 Penalty: 2889.670166
	Iteration 0F: 2 clusters Score -1.229814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -12221318.000000 Penalty: 5779.340332
	Iteration 0F: 3 clusters Score -1.222132e+07 nChanged 54561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -12251759.000000 Penalty: 5779.340332
	Iteration 1F: 3 clusters Score -1.225176e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -12252808.000000 Penalty: 5779.340332
	Iteration 2Q: 3 clusters Score -1.225281e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -12253948.000000 Penalty: 5779.340332
	Iteration 3Q: 3 clusters Score -1.225395e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -12255477.000000 Penalty: 5779.340332
	Iteration 4Q: 3 clusters Score -1.225548e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -12257505.000000 Penalty: 5779.340332
	Iteration 5Q: 3 clusters Score -1.22575e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -12260777.000000 Penalty: 5779.340332
	Iteration 6F: 3 clusters Score -1.226078e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -12265492.000000 Penalty: 5779.340332
	Iteration 7F: 3 clusters Score -1.226549e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -12271191.000000 Penalty: 5779.340332
	Iteration 8F: 3 clusters Score -1.227119e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -12276972.000000 Penalty: 5779.340332
	Iteration 9F: 3 clusters Score -1.227697e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -12281671.000000 Penalty: 5779.340332
	Iteration 10F: 3 clusters Score -1.228167e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -12284960.000000 Penalty: 5779.340332
	Iteration 11Q: 3 clusters Score -1.228496e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -12287365.000000 Penalty: 5779.340332
	Iteration 12Q: 3 clusters Score -1.228736e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -12288950.000000 Penalty: 5779.340332
	Iteration 13Q: 3 clusters Score -1.228895e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -12290109.000000 Penalty: 5779.340332
	Iteration 14Q: 3 clusters Score -1.229011e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -12291077.000000 Penalty: 5779.340332
	Iteration 15Q: 3 clusters Score -1.229108e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103575 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -12292009.000000 Penalty: 5779.340332
	Iteration 16Q: 3 clusters Score -1.229201e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -12292713.000000 Penalty: 5779.340332
	Iteration 17Q: 3 clusters Score -1.229271e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106430 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -12293348.000000 Penalty: 5779.340332
	Iteration 18Q: 3 clusters Score -1.229335e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -12293901.000000 Penalty: 5779.340332
	Iteration 19Q: 3 clusters Score -1.22939e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -12294354.000000 Penalty: 5779.340332
	Iteration 20F: 3 clusters Score -1.229435e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -12294652.000000 Penalty: 5779.340332
	Iteration 21Q: 3 clusters Score -1.229465e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -12295000.000000 Penalty: 5779.340332
	Iteration 22Q: 3 clusters Score -1.2295e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -12295246.000000 Penalty: 5779.340332
	Iteration 23Q: 3 clusters Score -1.229525e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -12295351.000000 Penalty: 5779.340332
	Iteration 24Q: 3 clusters Score -1.229535e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -12295510.000000 Penalty: 5779.340332
	Iteration 25Q: 3 clusters Score -1.229551e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -12295609.000000 Penalty: 5779.340332
	Iteration 26Q: 3 clusters Score -1.229561e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -12295662.000000 Penalty: 5779.340332
	Iteration 27Q: 3 clusters Score -1.229566e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112061 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -12295725.000000 Penalty: 5779.340332
	Iteration 28Q: 3 clusters Score -1.229572e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -12295820.000000 Penalty: 5779.340332
	Iteration 29Q: 3 clusters Score -1.229582e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -12295848.000000 Penalty: 5779.340332
	Iteration 30Q: 3 clusters Score -1.229585e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12295846.000000 Penalty: 5779.340332
	Iteration 31Q: 3 clusters Score -1.229585e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -12295879.000000 Penalty: 5779.340332
	Iteration 32Q: 3 clusters Score -1.229588e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -12295904.000000 Penalty: 5779.340332
	Iteration 33Q: 3 clusters Score -1.22959e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12295920.000000 Penalty: 5779.340332
	Iteration 34Q: 3 clusters Score -1.229592e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12295957.000000 Penalty: 5779.340332
	Iteration 35Q: 3 clusters Score -1.229596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -12295962.000000 Penalty: 5779.340332
	Iteration 36Q: 3 clusters Score -1.229596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -12295980.000000 Penalty: 5779.340332
	Iteration 37Q: 3 clusters Score -1.229598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112845 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -12295972.000000 Penalty: 5779.340332
	Iteration 38Q: 3 clusters Score -1.229597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12295972.000000 Penalty: 5779.340332
	Iteration 39Q: 3 clusters Score -1.229597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12295990.000000 Penalty: 5779.340332
	Iteration 40F: 3 clusters Score -1.229599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12296015.000000 Penalty: 5779.340332
	Iteration 41Q: 3 clusters Score -1.229602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12296024.000000 Penalty: 5779.340332
	Iteration 42Q: 3 clusters Score -1.229602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12296030.000000 Penalty: 5779.340332
	Iteration 43Q: 3 clusters Score -1.229603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12296039.000000 Penalty: 5779.340332
	Iteration 44Q: 3 clusters Score -1.229604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112992 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -12296047.000000 Penalty: 5779.340332
	Iteration 45Q: 3 clusters Score -1.229605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -12296026.000000 Penalty: 5779.340332
	Iteration 46Q: 3 clusters Score -1.229603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12296042.000000 Penalty: 5779.340332
	Iteration 47Q: 3 clusters Score -1.229604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12296045.000000 Penalty: 5779.340332
	Iteration 48Q: 3 clusters Score -1.229604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12296064.000000 Penalty: 5779.340332
	Iteration 49Q: 3 clusters Score -1.229606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113025 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12296053.000000 Penalty: 5779.340332
	Iteration 50Q: 3 clusters Score -1.229605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12296058.000000 Penalty: 5779.340332
	Iteration 51Q: 3 clusters Score -1.229606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113032 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12296064.000000 Penalty: 5779.340332
	Iteration 52Q: 3 clusters Score -1.229606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12296064.000000 Penalty: 5779.340332
	Iteration 53Q: 3 clusters Score -1.229606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12296060.000000 Penalty: 5779.340332
	Iteration 54Q: 3 clusters Score -1.229606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12296063.000000 Penalty: 5779.340332
	Iteration 55Q: 3 clusters Score -1.229606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12296062.000000 Penalty: 5779.340332
	Iteration 56Q: 3 clusters Score -1.229606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12296062.000000 Penalty: 5779.340332
	Iteration 57F: 3 clusters Score -1.229606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -38248.562500 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -38248.56 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 213 members 
Entering Unmasked Estep 
Score: -36798.312500 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36798.31 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37012.550781 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -37012.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37242.019531 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -37242.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37528.753906 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -37528.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37708.832031 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -37708.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37857.582031 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -37857.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37916.253906 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37916.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38003.640625 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -38003.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38046.167969 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -38046.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38078.667969 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -38078.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38107.855469 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -38107.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38143.359375 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -38143.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38196.769531 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -38196.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38234.773438 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -38234.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38371.746094 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -38371.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38437.906250 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -38437.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38442.605469 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -38442.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38452.308594 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -38452.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38463.636719 Penalty: 3022.410645
	Iteration 18F: 3 clusters Score -38463.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38483.437500 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -38483.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38506.515625 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -38506.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38537.910156 Penalty: 3022.410645
	Iteration 21Q: 3 clusters Score -38537.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38566.257812 Penalty: 3022.410645
	Iteration 22Q: 3 clusters Score -38566.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38599.753906 Penalty: 3022.410645
	Iteration 23Q: 3 clusters Score -38599.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38599.753906 Penalty: 3022.410645
	Iteration 24F: 3 clusters Score -38599.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33803 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208039 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114909 members 
Mstep: Class 12 contains 119 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308110 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32787 members 
Mstep: Class 19 contains 405484 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230234 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 324 members 
Entering Unmasked Estep 
Score: -158369824.000000 Penalty: 95332.726562
Splitting cluster 12 changes total score from -158371616.000000 to -158369824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -380244.718750 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -380244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -376182.656250 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -376182.7 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -377188.593750 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -377188.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -377384.531250 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -377384.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -377507.437500 Penalty: 4147.175781
	Iteration 3Q: 3 clusters Score -377507.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -377617.031250 Penalty: 4147.175781
	Iteration 4Q: 3 clusters Score -377617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -377698.406250 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -377698.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -377770.437500 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -377770.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -377822.281250 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -377822.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -377876.500000 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -377876.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -377932.031250 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -377932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -377986.843750 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -377986.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -378046.250000 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -378046.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -378127.156250 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -378127.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -378208.281250 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -378208.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -378308.093750 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -378308.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -378412.312500 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -378412.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -378492.093750 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -378492.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -378578.531250 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -378578.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -378647.531250 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -378647.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -378713.812500 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -378713.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -378762.000000 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -378762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -378802.531250 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -378802.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -378823.437500 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -378823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -378835.937500 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -378835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -378848.218750 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -378848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -378858.406250 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -378858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -378863.468750 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -378863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -378869.375000 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -378869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -378874.625000 Penalty: 4147.175781
	Iteration 28Q: 3 clusters Score -378874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -378878.062500 Penalty: 4147.175781
	Iteration 29Q: 3 clusters Score -378878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -378878.906250 Penalty: 4147.175781
	Iteration 30Q: 3 clusters Score -378878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -378878.906250 Penalty: 4147.175781
	Iteration 31F: 3 clusters Score -378878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -47119.308594 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -47119.31 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 243 members 
Entering Unmasked Estep 
Score: -45625.406250 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -45625.41 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45838.773438 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -45838.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45920.554688 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -45920.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45976.781250 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -45976.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46017.113281 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -46017.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46071.144531 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -46071.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46086.972656 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -46086.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46100.550781 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -46100.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46112.468750 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -46112.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46146.570312 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -46146.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46163.261719 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -46163.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46172.320312 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -46172.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46172.320312 Penalty: 3087.380859
	Iteration 12F: 3 clusters Score -46172.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (308110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308110 members 
Entering Unmasked Estep 
Score: -32702212.000000 Penalty: 3134.276611
	Iteration 0F: 2 clusters Score -3.270221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -32502892.000000 Penalty: 6268.553223
	Iteration 0F: 3 clusters Score -3.250289e+07 nChanged 149010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -32592376.000000 Penalty: 6268.553223
	Iteration 1F: 3 clusters Score -3.259238e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -32595740.000000 Penalty: 6268.553223
	Iteration 2Q: 3 clusters Score -3.259574e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -32599960.000000 Penalty: 6268.553223
	Iteration 3Q: 3 clusters Score -3.259996e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -32606450.000000 Penalty: 6268.553223
	Iteration 4Q: 3 clusters Score -3.260645e+07 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128113 members 
Mstep: Class 2 contains 179997 members 
Entering Unmasked Estep 
Score: -32616570.000000 Penalty: 6268.553223
	Iteration 5F: 3 clusters Score -3.261657e+07 nChanged 21170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 192907 members 
Entering Unmasked Estep 
Score: -32631694.000000 Penalty: 6268.553223
	Iteration 6F: 3 clusters Score -3.263169e+07 nChanged 22007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 206062 members 
Entering Unmasked Estep 
Score: -32649220.000000 Penalty: 6268.553223
	Iteration 7F: 3 clusters Score -3.264922e+07 nChanged 19632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 216204 members 
Entering Unmasked Estep 
Score: -32663950.000000 Penalty: 6268.553223
	Iteration 8F: 3 clusters Score -3.266395e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 222429 members 
Entering Unmasked Estep 
Score: -32671164.000000 Penalty: 6268.553223
	Iteration 9Q: 3 clusters Score -3.267116e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 226928 members 
Entering Unmasked Estep 
Score: -32674296.000000 Penalty: 6268.553223
	Iteration 10Q: 3 clusters Score -3.26743e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 230976 members 
Entering Unmasked Estep 
Score: -32676270.000000 Penalty: 6268.553223
	Iteration 11Q: 3 clusters Score -3.267627e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 234941 members 
Entering Unmasked Estep 
Score: -32677724.000000 Penalty: 6268.553223
	Iteration 12Q: 3 clusters Score -3.267772e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 238832 members 
Entering Unmasked Estep 
Score: -32679306.000000 Penalty: 6268.553223
	Iteration 13Q: 3 clusters Score -3.267931e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 242710 members 
Entering Unmasked Estep 
Score: -32680626.000000 Penalty: 6268.553223
	Iteration 14Q: 3 clusters Score -3.268063e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 246529 members 
Entering Unmasked Estep 
Score: -32681850.000000 Penalty: 6268.553223
	Iteration 15Q: 3 clusters Score -3.268185e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 250192 members 
Entering Unmasked Estep 
Score: -32683244.000000 Penalty: 6268.553223
	Iteration 16Q: 3 clusters Score -3.268324e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 253750 members 
Entering Unmasked Estep 
Score: -32684452.000000 Penalty: 6268.553223
	Iteration 17Q: 3 clusters Score -3.268445e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 257352 members 
Entering Unmasked Estep 
Score: -32685564.000000 Penalty: 6268.553223
	Iteration 18Q: 3 clusters Score -3.268556e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 261011 members 
Entering Unmasked Estep 
Score: -32686878.000000 Penalty: 6268.553223
	Iteration 19Q: 3 clusters Score -3.268688e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 264600 members 
Entering Unmasked Estep 
Score: -32688212.000000 Penalty: 6268.553223
	Iteration 20F: 3 clusters Score -3.268821e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 268118 members 
Entering Unmasked Estep 
Score: -32689480.000000 Penalty: 6268.553223
	Iteration 21Q: 3 clusters Score -3.268948e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 271493 members 
Entering Unmasked Estep 
Score: -32690628.000000 Penalty: 6268.553223
	Iteration 22Q: 3 clusters Score -3.269063e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 274613 members 
Entering Unmasked Estep 
Score: -32691952.000000 Penalty: 6268.553223
	Iteration 23Q: 3 clusters Score -3.269195e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 277574 members 
Entering Unmasked Estep 
Score: -32692894.000000 Penalty: 6268.553223
	Iteration 24Q: 3 clusters Score -3.269289e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 280453 members 
Entering Unmasked Estep 
Score: -32693802.000000 Penalty: 6268.553223
	Iteration 25Q: 3 clusters Score -3.26938e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 283133 members 
Entering Unmasked Estep 
Score: -32694988.000000 Penalty: 6268.553223
	Iteration 26Q: 3 clusters Score -3.269499e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 285625 members 
Entering Unmasked Estep 
Score: -32695828.000000 Penalty: 6268.553223
	Iteration 27Q: 3 clusters Score -3.269583e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 287792 members 
Entering Unmasked Estep 
Score: -32696580.000000 Penalty: 6268.553223
	Iteration 28Q: 3 clusters Score -3.269658e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 289763 members 
Entering Unmasked Estep 
Score: -32697178.000000 Penalty: 6268.553223
	Iteration 29Q: 3 clusters Score -3.269718e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 291542 members 
Entering Unmasked Estep 
Score: -32697708.000000 Penalty: 6268.553223
	Iteration 30Q: 3 clusters Score -3.269771e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 293121 members 
Entering Unmasked Estep 
Score: -32698336.000000 Penalty: 6268.553223
	Iteration 31Q: 3 clusters Score -3.269834e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 294619 members 
Entering Unmasked Estep 
Score: -32698814.000000 Penalty: 6268.553223
	Iteration 32Q: 3 clusters Score -3.269881e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 295909 members 
Entering Unmasked Estep 
Score: -32699112.000000 Penalty: 6268.553223
	Iteration 33Q: 3 clusters Score -3.269911e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 297045 members 
Entering Unmasked Estep 
Score: -32699462.000000 Penalty: 6268.553223
	Iteration 34Q: 3 clusters Score -3.269946e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 298009 members 
Entering Unmasked Estep 
Score: -32699716.000000 Penalty: 6268.553223
	Iteration 35Q: 3 clusters Score -3.269972e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 298844 members 
Entering Unmasked Estep 
Score: -32700094.000000 Penalty: 6268.553223
	Iteration 36Q: 3 clusters Score -3.270009e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 299592 members 
Entering Unmasked Estep 
Score: -32700180.000000 Penalty: 6268.553223
	Iteration 37Q: 3 clusters Score -3.270018e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 300212 members 
Entering Unmasked Estep 
Score: -32700296.000000 Penalty: 6268.553223
	Iteration 38Q: 3 clusters Score -3.27003e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 300743 members 
Entering Unmasked Estep 
Score: -32700416.000000 Penalty: 6268.553223
	Iteration 39Q: 3 clusters Score -3.270042e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 301209 members 
Entering Unmasked Estep 
Score: -32700502.000000 Penalty: 6268.553223
	Iteration 40F: 3 clusters Score -3.27005e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 301630 members 
Entering Unmasked Estep 
Score: -32700616.000000 Penalty: 6268.553223
	Iteration 41Q: 3 clusters Score -3.270062e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 301983 members 
Entering Unmasked Estep 
Score: -32700656.000000 Penalty: 6268.553223
	Iteration 42Q: 3 clusters Score -3.270066e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 302302 members 
Entering Unmasked Estep 
Score: -32700700.000000 Penalty: 6268.553223
	Iteration 43Q: 3 clusters Score -3.27007e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 302603 members 
Entering Unmasked Estep 
Score: -32700786.000000 Penalty: 6268.553223
	Iteration 44Q: 3 clusters Score -3.270079e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 302837 members 
Entering Unmasked Estep 
Score: -32700828.000000 Penalty: 6268.553223
	Iteration 45Q: 3 clusters Score -3.270083e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 303042 members 
Entering Unmasked Estep 
Score: -32700854.000000 Penalty: 6268.553223
	Iteration 46Q: 3 clusters Score -3.270085e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 303245 members 
Entering Unmasked Estep 
Score: -32700914.000000 Penalty: 6268.553223
	Iteration 47Q: 3 clusters Score -3.270091e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 303416 members 
Entering Unmasked Estep 
Score: -32700936.000000 Penalty: 6268.553223
	Iteration 48Q: 3 clusters Score -3.270094e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 303546 members 
Entering Unmasked Estep 
Score: -32700952.000000 Penalty: 6268.553223
	Iteration 49Q: 3 clusters Score -3.270095e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 303646 members 
Entering Unmasked Estep 
Score: -32700920.000000 Penalty: 6268.553223
	Iteration 50Q: 3 clusters Score -3.270092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 303731 members 
Entering Unmasked Estep 
Score: -32700934.000000 Penalty: 6268.553223
	Iteration 51Q: 3 clusters Score -3.270093e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 303791 members 
Entering Unmasked Estep 
Score: -32700934.000000 Penalty: 6268.553223
	Iteration 52Q: 3 clusters Score -3.270093e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 303848 members 
Entering Unmasked Estep 
Score: -32700922.000000 Penalty: 6268.553223
	Iteration 53Q: 3 clusters Score -3.270092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 303897 members 
Entering Unmasked Estep 
Score: -32700960.000000 Penalty: 6268.553223
	Iteration 54Q: 3 clusters Score -3.270096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 303944 members 
Entering Unmasked Estep 
Score: -32700984.000000 Penalty: 6268.553223
	Iteration 55Q: 3 clusters Score -3.270098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 303992 members 
Entering Unmasked Estep 
Score: -32700982.000000 Penalty: 6268.553223
	Iteration 56Q: 3 clusters Score -3.270098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 304031 members 
Entering Unmasked Estep 
Score: -32700998.000000 Penalty: 6268.553223
	Iteration 57Q: 3 clusters Score -3.2701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 304065 members 
Entering Unmasked Estep 
Score: -32701000.000000 Penalty: 6268.553223
	Iteration 58Q: 3 clusters Score -3.2701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 304093 members 
Entering Unmasked Estep 
Score: -32701014.000000 Penalty: 6268.553223
	Iteration 59Q: 3 clusters Score -3.270101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 304123 members 
Entering Unmasked Estep 
Score: -32700978.000000 Penalty: 6268.553223
	Iteration 60F: 3 clusters Score -3.270098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 304153 members 
Entering Unmasked Estep 
Score: -32700996.000000 Penalty: 6268.553223
	Iteration 61Q: 3 clusters Score -3.2701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 304175 members 
Entering Unmasked Estep 
Score: -32701008.000000 Penalty: 6268.553223
	Iteration 62Q: 3 clusters Score -3.270101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 304206 members 
Entering Unmasked Estep 
Score: -32701028.000000 Penalty: 6268.553223
	Iteration 63Q: 3 clusters Score -3.270103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 304237 members 
Entering Unmasked Estep 
Score: -32701046.000000 Penalty: 6268.553223
	Iteration 64Q: 3 clusters Score -3.270105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 304263 members 
Entering Unmasked Estep 
Score: -32701044.000000 Penalty: 6268.553223
	Iteration 65Q: 3 clusters Score -3.270104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 304291 members 
Entering Unmasked Estep 
Score: -32701056.000000 Penalty: 6268.553223
	Iteration 66Q: 3 clusters Score -3.270106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 304318 members 
Entering Unmasked Estep 
Score: -32701048.000000 Penalty: 6268.553223
	Iteration 67Q: 3 clusters Score -3.270105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 304354 members 
Entering Unmasked Estep 
Score: -32701080.000000 Penalty: 6268.553223
	Iteration 68Q: 3 clusters Score -3.270108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 304382 members 
Entering Unmasked Estep 
Score: -32701056.000000 Penalty: 6268.553223
	Iteration 69Q: 3 clusters Score -3.270106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 304399 members 
Entering Unmasked Estep 
Score: -32701048.000000 Penalty: 6268.553223
	Iteration 70Q: 3 clusters Score -3.270105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 304419 members 
Entering Unmasked Estep 
Score: -32701088.000000 Penalty: 6268.553223
	Iteration 71Q: 3 clusters Score -3.270109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 304432 members 
Entering Unmasked Estep 
Score: -32701082.000000 Penalty: 6268.553223
	Iteration 72Q: 3 clusters Score -3.270108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 304449 members 
Entering Unmasked Estep 
Score: -32701082.000000 Penalty: 6268.553223
	Iteration 73Q: 3 clusters Score -3.270108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 304467 members 
Entering Unmasked Estep 
Score: -32701106.000000 Penalty: 6268.553223
	Iteration 74Q: 3 clusters Score -3.270111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 304479 members 
Entering Unmasked Estep 
Score: -32701112.000000 Penalty: 6268.553223
	Iteration 75Q: 3 clusters Score -3.270111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 304487 members 
Entering Unmasked Estep 
Score: -32701104.000000 Penalty: 6268.553223
	Iteration 76Q: 3 clusters Score -3.27011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 304496 members 
Entering Unmasked Estep 
Score: -32701090.000000 Penalty: 6268.553223
	Iteration 77Q: 3 clusters Score -3.270109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 304507 members 
Entering Unmasked Estep 
Score: -32701078.000000 Penalty: 6268.553223
	Iteration 78Q: 3 clusters Score -3.270108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 304519 members 
Entering Unmasked Estep 
Score: -32701066.000000 Penalty: 6268.553223
	Iteration 79Q: 3 clusters Score -3.270107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 304530 members 
Entering Unmasked Estep 
Score: -32701072.000000 Penalty: 6268.553223
	Iteration 80F: 3 clusters Score -3.270107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 304536 members 
Entering Unmasked Estep 
Score: -32701098.000000 Penalty: 6268.553223
	Iteration 81Q: 3 clusters Score -3.27011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 304542 members 
Entering Unmasked Estep 
Score: -32701110.000000 Penalty: 6268.553223
	Iteration 82Q: 3 clusters Score -3.270111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 304549 members 
Entering Unmasked Estep 
Score: -32701108.000000 Penalty: 6268.553223
	Iteration 83Q: 3 clusters Score -3.270111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 304551 members 
Entering Unmasked Estep 
Score: -32701104.000000 Penalty: 6268.553223
	Iteration 84Q: 3 clusters Score -3.27011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 304552 members 
Entering Unmasked Estep 
Score: -32701112.000000 Penalty: 6268.553223
	Iteration 85Q: 3 clusters Score -3.270111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 304553 members 
Entering Unmasked Estep 
Score: -32701126.000000 Penalty: 6268.553223
	Iteration 86Q: 3 clusters Score -3.270113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 304554 members 
Entering Unmasked Estep 
Score: -32701124.000000 Penalty: 6268.553223
	Iteration 87Q: 3 clusters Score -3.270112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 304554 members 
Entering Unmasked Estep 
Score: -32701124.000000 Penalty: 6268.553223
	Iteration 88F: 3 clusters Score -3.270112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -684013.312500 Penalty: 2188.993652
	Iteration 0F: 2 clusters Score -684013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -678335.250000 Penalty: 4377.987305
	Iteration 0F: 3 clusters Score -678335.2 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -679710.312500 Penalty: 4377.987305
	Iteration 1F: 3 clusters Score -679710.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -679928.812500 Penalty: 4377.987305
	Iteration 2F: 3 clusters Score -679928.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -680086.312500 Penalty: 4377.987305
	Iteration 3Q: 3 clusters Score -680086.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -680201.812500 Penalty: 4377.987305
	Iteration 4Q: 3 clusters Score -680201.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -680291.437500 Penalty: 4377.987305
	Iteration 5Q: 3 clusters Score -680291.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -680365.562500 Penalty: 4377.987305
	Iteration 6Q: 3 clusters Score -680365.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -680428.125000 Penalty: 4377.987305
	Iteration 7Q: 3 clusters Score -680428.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -680479.312500 Penalty: 4377.987305
	Iteration 8Q: 3 clusters Score -680479.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -680540.875000 Penalty: 4377.987305
	Iteration 9Q: 3 clusters Score -680540.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -680605.437500 Penalty: 4377.987305
	Iteration 10Q: 3 clusters Score -680605.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -680681.937500 Penalty: 4377.987305
	Iteration 11Q: 3 clusters Score -680681.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -680755.000000 Penalty: 4377.987305
	Iteration 12Q: 3 clusters Score -680755 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -680848.062500 Penalty: 4377.987305
	Iteration 13Q: 3 clusters Score -680848.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -680955.250000 Penalty: 4377.987305
	Iteration 14Q: 3 clusters Score -680955.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -681091.375000 Penalty: 4377.987305
	Iteration 15Q: 3 clusters Score -681091.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -681248.312500 Penalty: 4377.987305
	Iteration 16Q: 3 clusters Score -681248.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -681396.312500 Penalty: 4377.987305
	Iteration 17Q: 3 clusters Score -681396.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -681549.625000 Penalty: 4377.987305
	Iteration 18Q: 3 clusters Score -681549.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -681682.250000 Penalty: 4377.987305
	Iteration 19Q: 3 clusters Score -681682.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -681777.437500 Penalty: 4377.987305
	Iteration 20F: 3 clusters Score -681777.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -681862.875000 Penalty: 4377.987305
	Iteration 21Q: 3 clusters Score -681862.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -681926.125000 Penalty: 4377.987305
	Iteration 22Q: 3 clusters Score -681926.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -681981.312500 Penalty: 4377.987305
	Iteration 23Q: 3 clusters Score -681981.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -682016.500000 Penalty: 4377.987305
	Iteration 24Q: 3 clusters Score -682016.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -682062.937500 Penalty: 4377.987305
	Iteration 25Q: 3 clusters Score -682062.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -682090.562500 Penalty: 4377.987305
	Iteration 26Q: 3 clusters Score -682090.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -682113.687500 Penalty: 4377.987305
	Iteration 27Q: 3 clusters Score -682113.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -682134.250000 Penalty: 4377.987305
	Iteration 28Q: 3 clusters Score -682134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -682149.937500 Penalty: 4377.987305
	Iteration 29Q: 3 clusters Score -682149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -682157.375000 Penalty: 4377.987305
	Iteration 30Q: 3 clusters Score -682157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -682163.937500 Penalty: 4377.987305
	Iteration 31Q: 3 clusters Score -682163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -682169.187500 Penalty: 4377.987305
	Iteration 32Q: 3 clusters Score -682169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -682174.187500 Penalty: 4377.987305
	Iteration 33Q: 3 clusters Score -682174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -682175.187500 Penalty: 4377.987305
	Iteration 34Q: 3 clusters Score -682175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -682175.562500 Penalty: 4377.987305
	Iteration 35Q: 3 clusters Score -682175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -682176.750000 Penalty: 4377.987305
	Iteration 36Q: 3 clusters Score -682176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -682176.250000 Penalty: 4377.987305
	Iteration 37Q: 3 clusters Score -682176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -682179.687500 Penalty: 4377.987305
	Iteration 38Q: 3 clusters Score -682179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -682180.687500 Penalty: 4377.987305
	Iteration 39Q: 3 clusters Score -682180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -682179.812500 Penalty: 4377.987305
	Iteration 40F: 3 clusters Score -682179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -682182.812500 Penalty: 4377.987305
	Iteration 41Q: 3 clusters Score -682182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -682187.687500 Penalty: 4377.987305
	Iteration 42Q: 3 clusters Score -682187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -682193.875000 Penalty: 4377.987305
	Iteration 43Q: 3 clusters Score -682193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -682196.375000 Penalty: 4377.987305
	Iteration 44Q: 3 clusters Score -682196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -682199.000000 Penalty: 4377.987305
	Iteration 45Q: 3 clusters Score -682199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -682199.375000 Penalty: 4377.987305
	Iteration 46Q: 3 clusters Score -682199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -682201.875000 Penalty: 4377.987305
	Iteration 47Q: 3 clusters Score -682201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -682201.875000 Penalty: 4377.987305
	Iteration 48F: 3 clusters Score -682201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -31392.845703 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -31392.85 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 175 members 
Entering Unmasked Estep 
Score: -30014.246094 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -30014.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30139.824219 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -30139.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30197.683594 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -30197.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30207.498047 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -30207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30222.345703 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -30222.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30226.037109 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -30226.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30226.037109 Penalty: 2935.771240
	Iteration 6F: 3 clusters Score -30226.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Entering Unmasked Estep 
Score: -3465195.250000 Penalty: 2578.651123
	Iteration 0F: 2 clusters Score -3465195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3442819.250000 Penalty: 5157.302246
	Iteration 0F: 3 clusters Score -3442819 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3450711.250000 Penalty: 5157.302246
	Iteration 1F: 3 clusters Score -3450711 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3451143.750000 Penalty: 5157.302246
	Iteration 2Q: 3 clusters Score -3451144 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3451551.500000 Penalty: 5157.302246
	Iteration 3Q: 3 clusters Score -3451552 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3451875.250000 Penalty: 5157.302246
	Iteration 4Q: 3 clusters Score -3451875 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3452177.250000 Penalty: 5157.302246
	Iteration 5Q: 3 clusters Score -3452177 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3452505.250000 Penalty: 5157.302246
	Iteration 6Q: 3 clusters Score -3452505 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3453003.000000 Penalty: 5157.302246
	Iteration 7Q: 3 clusters Score -3453003 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3453680.000000 Penalty: 5157.302246
	Iteration 8Q: 3 clusters Score -3453680 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3454826.000000 Penalty: 5157.302246
	Iteration 9F: 3 clusters Score -3454826 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3456607.500000 Penalty: 5157.302246
	Iteration 10F: 3 clusters Score -3456608 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3458883.250000 Penalty: 5157.302246
	Iteration 11F: 3 clusters Score -3458883 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3460881.500000 Penalty: 5157.302246
	Iteration 12F: 3 clusters Score -3460882 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -3462050.000000 Penalty: 5157.302246
	Iteration 13Q: 3 clusters Score -3462050 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3462551.000000 Penalty: 5157.302246
	Iteration 14Q: 3 clusters Score -3462551 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3462746.250000 Penalty: 5157.302246
	Iteration 15Q: 3 clusters Score -3462746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3462830.250000 Penalty: 5157.302246
	Iteration 16Q: 3 clusters Score -3462830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3462879.000000 Penalty: 5157.302246
	Iteration 17Q: 3 clusters Score -3462879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3462908.250000 Penalty: 5157.302246
	Iteration 18Q: 3 clusters Score -3462908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3462920.000000 Penalty: 5157.302246
	Iteration 19Q: 3 clusters Score -3462920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -3462925.250000 Penalty: 5157.302246
	Iteration 20F: 3 clusters Score -3462925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3462936.500000 Penalty: 5157.302246
	Iteration 21Q: 3 clusters Score -3462936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3462941.750000 Penalty: 5157.302246
	Iteration 22Q: 3 clusters Score -3462942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3462944.000000 Penalty: 5157.302246
	Iteration 23Q: 3 clusters Score -3462944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3462944.000000 Penalty: 5157.302246
	Iteration 24F: 3 clusters Score -3462944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (405484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405484 members 
Entering Unmasked Estep 
Score: -42838428.000000 Penalty: 3202.383545
	Iteration 0F: 2 clusters Score -4.283843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203219 members 
Mstep: Class 2 contains 202265 members 
Entering Unmasked Estep 
Score: -42593260.000000 Penalty: 6404.767090
	Iteration 0F: 3 clusters Score -4.259326e+07 nChanged 197177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214524 members 
Mstep: Class 2 contains 190960 members 
Entering Unmasked Estep 
Score: -42711600.000000 Penalty: 6404.767090
	Iteration 1F: 3 clusters Score -4.27116e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222076 members 
Mstep: Class 2 contains 183408 members 
Entering Unmasked Estep 
Score: -42714660.000000 Penalty: 6404.767090
	Iteration 2Q: 3 clusters Score -4.271466e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233878 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -42719152.000000 Penalty: 6404.767090
	Iteration 3Q: 3 clusters Score -4.271915e+07 nChanged 19279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251651 members 
Mstep: Class 2 contains 153833 members 
Entering Unmasked Estep 
Score: -42728060.000000 Penalty: 6404.767090
	Iteration 4Q: 3 clusters Score -4.272806e+07 nChanged 25936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276897 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -42743892.000000 Penalty: 6404.767090
	Iteration 5F: 3 clusters Score -4.274389e+07 nChanged 32538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309239 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -42769000.000000 Penalty: 6404.767090
	Iteration 6F: 3 clusters Score -4.2769e+07 nChanged 34863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344074 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -42797108.000000 Penalty: 6404.767090
	Iteration 7F: 3 clusters Score -4.279711e+07 nChanged 28969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373035 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -42817176.000000 Penalty: 6404.767090
	Iteration 8F: 3 clusters Score -4.281718e+07 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389893 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -42826724.000000 Penalty: 6404.767090
	Iteration 9Q: 3 clusters Score -4.282672e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397646 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -42831052.000000 Penalty: 6404.767090
	Iteration 10Q: 3 clusters Score -4.283105e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400814 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -42833320.000000 Penalty: 6404.767090
	Iteration 11Q: 3 clusters Score -4.283332e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402175 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -42834312.000000 Penalty: 6404.767090
	Iteration 12Q: 3 clusters Score -4.283431e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402826 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -42834852.000000 Penalty: 6404.767090
	Iteration 13Q: 3 clusters Score -4.283485e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403148 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -42835132.000000 Penalty: 6404.767090
	Iteration 14Q: 3 clusters Score -4.283513e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403345 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -42835324.000000 Penalty: 6404.767090
	Iteration 15Q: 3 clusters Score -4.283532e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403474 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -42835392.000000 Penalty: 6404.767090
	Iteration 16Q: 3 clusters Score -4.283539e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403539 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -42835452.000000 Penalty: 6404.767090
	Iteration 17Q: 3 clusters Score -4.283545e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403605 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -42835576.000000 Penalty: 6404.767090
	Iteration 18Q: 3 clusters Score -4.283558e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403670 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -42835612.000000 Penalty: 6404.767090
	Iteration 19Q: 3 clusters Score -4.283561e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403718 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -42835672.000000 Penalty: 6404.767090
	Iteration 20F: 3 clusters Score -4.283567e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403752 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -42835656.000000 Penalty: 6404.767090
	Iteration 21Q: 3 clusters Score -4.283566e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403787 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -42835628.000000 Penalty: 6404.767090
	Iteration 22Q: 3 clusters Score -4.283563e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403811 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -42835672.000000 Penalty: 6404.767090
	Iteration 23Q: 3 clusters Score -4.283567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403836 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -42835676.000000 Penalty: 6404.767090
	Iteration 24Q: 3 clusters Score -4.283568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403854 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -42835696.000000 Penalty: 6404.767090
	Iteration 25Q: 3 clusters Score -4.28357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403885 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -42835736.000000 Penalty: 6404.767090
	Iteration 26Q: 3 clusters Score -4.283574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403897 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -42835764.000000 Penalty: 6404.767090
	Iteration 27Q: 3 clusters Score -4.283576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403900 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -42835764.000000 Penalty: 6404.767090
	Iteration 28Q: 3 clusters Score -4.283576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403900 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -42835768.000000 Penalty: 6404.767090
	Iteration 29Q: 3 clusters Score -4.283577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403904 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -42835744.000000 Penalty: 6404.767090
	Iteration 30Q: 3 clusters Score -4.283574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403908 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -42835740.000000 Penalty: 6404.767090
	Iteration 31Q: 3 clusters Score -4.283574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403922 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -42835768.000000 Penalty: 6404.767090
	Iteration 32Q: 3 clusters Score -4.283577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -42835780.000000 Penalty: 6404.767090
	Iteration 33Q: 3 clusters Score -4.283578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403938 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -42835824.000000 Penalty: 6404.767090
	Iteration 34Q: 3 clusters Score -4.283582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403945 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -42835808.000000 Penalty: 6404.767090
	Iteration 35Q: 3 clusters Score -4.283581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403950 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -42835828.000000 Penalty: 6404.767090
	Iteration 36Q: 3 clusters Score -4.283583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403954 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -42835840.000000 Penalty: 6404.767090
	Iteration 37Q: 3 clusters Score -4.283584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403958 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -42835832.000000 Penalty: 6404.767090
	Iteration 38Q: 3 clusters Score -4.283583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403957 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -42835844.000000 Penalty: 6404.767090
	Iteration 39Q: 3 clusters Score -4.283584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403953 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -42835856.000000 Penalty: 6404.767090
	Iteration 40F: 3 clusters Score -4.283586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403955 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -42835856.000000 Penalty: 6404.767090
	Iteration 41Q: 3 clusters Score -4.283586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403960 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -42835860.000000 Penalty: 6404.767090
	Iteration 42Q: 3 clusters Score -4.283586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403962 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -42835840.000000 Penalty: 6404.767090
	Iteration 43Q: 3 clusters Score -4.283584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -42835844.000000 Penalty: 6404.767090
	Iteration 44Q: 3 clusters Score -4.283584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403969 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -42835860.000000 Penalty: 6404.767090
	Iteration 45Q: 3 clusters Score -4.283586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403972 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -42835856.000000 Penalty: 6404.767090
	Iteration 46Q: 3 clusters Score -4.283586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403972 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -42835864.000000 Penalty: 6404.767090
	Iteration 47Q: 3 clusters Score -4.283586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403971 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -42835844.000000 Penalty: 6404.767090
	Iteration 48Q: 3 clusters Score -4.283584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403971 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -42835872.000000 Penalty: 6404.767090
	Iteration 49Q: 3 clusters Score -4.283587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403972 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -42835880.000000 Penalty: 6404.767090
	Iteration 50Q: 3 clusters Score -4.283588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403970 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -42835892.000000 Penalty: 6404.767090
	Iteration 51Q: 3 clusters Score -4.283589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403969 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -42835876.000000 Penalty: 6404.767090
	Iteration 52Q: 3 clusters Score -4.283588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403969 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -42835872.000000 Penalty: 6404.767090
	Iteration 53Q: 3 clusters Score -4.283587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403968 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -42835884.000000 Penalty: 6404.767090
	Iteration 54Q: 3 clusters Score -4.283588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403967 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -42835888.000000 Penalty: 6404.767090
	Iteration 55Q: 3 clusters Score -4.283589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -42835884.000000 Penalty: 6404.767090
	Iteration 56Q: 3 clusters Score -4.283588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -42835884.000000 Penalty: 6404.767090
	Iteration 57F: 3 clusters Score -4.283588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -8551.315430 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -8551.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7822.092773 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -7822.093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7862.089844 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -7862.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7862.089844 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -7862.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Entering Unmasked Estep 
Score: -2410364.000000 Penalty: 2508.901855
	Iteration 0F: 2 clusters Score -2410364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2393337.000000 Penalty: 5017.803711
	Iteration 0F: 3 clusters Score -2393337 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2399235.750000 Penalty: 5017.803711
	Iteration 1F: 3 clusters Score -2399236 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2399631.250000 Penalty: 5017.803711
	Iteration 2Q: 3 clusters Score -2399631 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2399957.250000 Penalty: 5017.803711
	Iteration 3Q: 3 clusters Score -2399957 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2400241.500000 Penalty: 5017.803711
	Iteration 4Q: 3 clusters Score -2400242 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2400527.750000 Penalty: 5017.803711
	Iteration 5Q: 3 clusters Score -2400528 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2400762.250000 Penalty: 5017.803711
	Iteration 6Q: 3 clusters Score -2400762 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2400948.750000 Penalty: 5017.803711
	Iteration 7Q: 3 clusters Score -2400949 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2401145.750000 Penalty: 5017.803711
	Iteration 8Q: 3 clusters Score -2401146 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2401324.250000 Penalty: 5017.803711
	Iteration 9Q: 3 clusters Score -2401324 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2401513.500000 Penalty: 5017.803711
	Iteration 10Q: 3 clusters Score -2401514 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2401739.500000 Penalty: 5017.803711
	Iteration 11Q: 3 clusters Score -2401740 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2402040.000000 Penalty: 5017.803711
	Iteration 12Q: 3 clusters Score -2402040 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2402417.500000 Penalty: 5017.803711
	Iteration 13Q: 3 clusters Score -2402418 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2402908.500000 Penalty: 5017.803711
	Iteration 14Q: 3 clusters Score -2402908 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2403513.500000 Penalty: 5017.803711
	Iteration 15Q: 3 clusters Score -2403514 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2404283.000000 Penalty: 5017.803711
	Iteration 16Q: 3 clusters Score -2404283 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2405173.750000 Penalty: 5017.803711
	Iteration 17Q: 3 clusters Score -2405174 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2405993.750000 Penalty: 5017.803711
	Iteration 18Q: 3 clusters Score -2405994 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2406699.750000 Penalty: 5017.803711
	Iteration 19Q: 3 clusters Score -2406700 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2407209.750000 Penalty: 5017.803711
	Iteration 20F: 3 clusters Score -2407210 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2407543.250000 Penalty: 5017.803711
	Iteration 21Q: 3 clusters Score -2407543 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2407765.000000 Penalty: 5017.803711
	Iteration 22Q: 3 clusters Score -2407765 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2407910.500000 Penalty: 5017.803711
	Iteration 23Q: 3 clusters Score -2407910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2407982.500000 Penalty: 5017.803711
	Iteration 24Q: 3 clusters Score -2407982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2408027.500000 Penalty: 5017.803711
	Iteration 25Q: 3 clusters Score -2408028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2408066.000000 Penalty: 5017.803711
	Iteration 26Q: 3 clusters Score -2408066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2408079.750000 Penalty: 5017.803711
	Iteration 27Q: 3 clusters Score -2408080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2408091.750000 Penalty: 5017.803711
	Iteration 28Q: 3 clusters Score -2408092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2408106.250000 Penalty: 5017.803711
	Iteration 29Q: 3 clusters Score -2408106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2408120.750000 Penalty: 5017.803711
	Iteration 30Q: 3 clusters Score -2408121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2408132.750000 Penalty: 5017.803711
	Iteration 31Q: 3 clusters Score -2408133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2408136.250000 Penalty: 5017.803711
	Iteration 32Q: 3 clusters Score -2408136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2408141.250000 Penalty: 5017.803711
	Iteration 33Q: 3 clusters Score -2408141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2408144.750000 Penalty: 5017.803711
	Iteration 34Q: 3 clusters Score -2408145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2408145.000000 Penalty: 5017.803711
	Iteration 35Q: 3 clusters Score -2408145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2408145.000000 Penalty: 5017.803711
	Iteration 36F: 3 clusters Score -2408145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (230234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230234 members 
Entering Unmasked Estep 
Score: -24542260.000000 Penalty: 3062.019043
	Iteration 0F: 2 clusters Score -2.454226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -24390770.000000 Penalty: 6124.038086
	Iteration 0F: 3 clusters Score -2.439077e+07 nChanged 111104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119654 members 
Mstep: Class 2 contains 110580 members 
Entering Unmasked Estep 
Score: -24456616.000000 Penalty: 6124.038086
	Iteration 1F: 3 clusters Score -2.445662e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -24458038.000000 Penalty: 6124.038086
	Iteration 2Q: 3 clusters Score -2.445804e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -24460738.000000 Penalty: 6124.038086
	Iteration 3Q: 3 clusters Score -2.446074e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -24464762.000000 Penalty: 6124.038086
	Iteration 4Q: 3 clusters Score -2.446476e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144106 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -24471972.000000 Penalty: 6124.038086
	Iteration 5F: 3 clusters Score -2.447197e+07 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -24484218.000000 Penalty: 6124.038086
	Iteration 6F: 3 clusters Score -2.448422e+07 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173883 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -24500692.000000 Penalty: 6124.038086
	Iteration 7F: 3 clusters Score -2.450069e+07 nChanged 16790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188311 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -24517014.000000 Penalty: 6124.038086
	Iteration 8F: 3 clusters Score -2.451701e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198060 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -24527826.000000 Penalty: 6124.038086
	Iteration 9F: 3 clusters Score -2.452783e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203428 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -24533100.000000 Penalty: 6124.038086
	Iteration 10Q: 3 clusters Score -2.45331e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206881 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -24535158.000000 Penalty: 6124.038086
	Iteration 11Q: 3 clusters Score -2.453516e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209576 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -24536278.000000 Penalty: 6124.038086
	Iteration 12Q: 3 clusters Score -2.453628e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211828 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -24536938.000000 Penalty: 6124.038086
	Iteration 13Q: 3 clusters Score -2.453694e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213838 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -24537534.000000 Penalty: 6124.038086
	Iteration 14Q: 3 clusters Score -2.453753e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215606 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -24538124.000000 Penalty: 6124.038086
	Iteration 15Q: 3 clusters Score -2.453812e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217177 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -24538530.000000 Penalty: 6124.038086
	Iteration 16Q: 3 clusters Score -2.453853e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218497 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -24538876.000000 Penalty: 6124.038086
	Iteration 17Q: 3 clusters Score -2.453888e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219628 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -24539124.000000 Penalty: 6124.038086
	Iteration 18Q: 3 clusters Score -2.453912e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220622 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -24539370.000000 Penalty: 6124.038086
	Iteration 19Q: 3 clusters Score -2.453937e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221520 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -24539516.000000 Penalty: 6124.038086
	Iteration 20F: 3 clusters Score -2.453952e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222329 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -24539634.000000 Penalty: 6124.038086
	Iteration 21Q: 3 clusters Score -2.453963e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223038 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -24539784.000000 Penalty: 6124.038086
	Iteration 22Q: 3 clusters Score -2.453978e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223701 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -24539952.000000 Penalty: 6124.038086
	Iteration 23Q: 3 clusters Score -2.453995e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224278 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -24540112.000000 Penalty: 6124.038086
	Iteration 24Q: 3 clusters Score -2.454011e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224782 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -24540208.000000 Penalty: 6124.038086
	Iteration 25Q: 3 clusters Score -2.454021e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225221 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -24540262.000000 Penalty: 6124.038086
	Iteration 26Q: 3 clusters Score -2.454026e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225587 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -24540316.000000 Penalty: 6124.038086
	Iteration 27Q: 3 clusters Score -2.454032e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225922 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -24540296.000000 Penalty: 6124.038086
	Iteration 28Q: 3 clusters Score -2.45403e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226191 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -24540404.000000 Penalty: 6124.038086
	Iteration 29Q: 3 clusters Score -2.45404e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226412 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -24540474.000000 Penalty: 6124.038086
	Iteration 30Q: 3 clusters Score -2.454047e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226605 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -24540448.000000 Penalty: 6124.038086
	Iteration 31Q: 3 clusters Score -2.454045e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226760 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -24540498.000000 Penalty: 6124.038086
	Iteration 32Q: 3 clusters Score -2.45405e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226895 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -24540504.000000 Penalty: 6124.038086
	Iteration 33Q: 3 clusters Score -2.45405e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226995 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -24540518.000000 Penalty: 6124.038086
	Iteration 34Q: 3 clusters Score -2.454052e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227092 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -24540510.000000 Penalty: 6124.038086
	Iteration 35Q: 3 clusters Score -2.454051e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227185 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -24540440.000000 Penalty: 6124.038086
	Iteration 36Q: 3 clusters Score -2.454044e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227269 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -24540456.000000 Penalty: 6124.038086
	Iteration 37Q: 3 clusters Score -2.454046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227327 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -24540428.000000 Penalty: 6124.038086
	Iteration 38Q: 3 clusters Score -2.454043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227375 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -24540428.000000 Penalty: 6124.038086
	Iteration 39Q: 3 clusters Score -2.454043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227414 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -24540436.000000 Penalty: 6124.038086
	Iteration 40F: 3 clusters Score -2.454044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227450 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -24540452.000000 Penalty: 6124.038086
	Iteration 41Q: 3 clusters Score -2.454045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227484 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -24540468.000000 Penalty: 6124.038086
	Iteration 42Q: 3 clusters Score -2.454047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227526 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -24540456.000000 Penalty: 6124.038086
	Iteration 43Q: 3 clusters Score -2.454046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227559 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -24540452.000000 Penalty: 6124.038086
	Iteration 44Q: 3 clusters Score -2.454045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227597 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -24540468.000000 Penalty: 6124.038086
	Iteration 45Q: 3 clusters Score -2.454047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227632 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -24540480.000000 Penalty: 6124.038086
	Iteration 46Q: 3 clusters Score -2.454048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227659 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -24540488.000000 Penalty: 6124.038086
	Iteration 47Q: 3 clusters Score -2.454049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227681 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -24540500.000000 Penalty: 6124.038086
	Iteration 48Q: 3 clusters Score -2.45405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227698 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -24540486.000000 Penalty: 6124.038086
	Iteration 49Q: 3 clusters Score -2.454049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227712 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -24540504.000000 Penalty: 6124.038086
	Iteration 50Q: 3 clusters Score -2.45405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227728 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -24540494.000000 Penalty: 6124.038086
	Iteration 51Q: 3 clusters Score -2.454049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227745 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -24540460.000000 Penalty: 6124.038086
	Iteration 52Q: 3 clusters Score -2.454046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227764 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -24540492.000000 Penalty: 6124.038086
	Iteration 53Q: 3 clusters Score -2.454049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227785 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -24540486.000000 Penalty: 6124.038086
	Iteration 54Q: 3 clusters Score -2.454049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227799 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -24540490.000000 Penalty: 6124.038086
	Iteration 55Q: 3 clusters Score -2.454049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227808 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -24540466.000000 Penalty: 6124.038086
	Iteration 56Q: 3 clusters Score -2.454047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227817 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -24540448.000000 Penalty: 6124.038086
	Iteration 57Q: 3 clusters Score -2.454045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227827 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -24540474.000000 Penalty: 6124.038086
	Iteration 58Q: 3 clusters Score -2.454047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227838 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -24540472.000000 Penalty: 6124.038086
	Iteration 59Q: 3 clusters Score -2.454047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227842 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -24540456.000000 Penalty: 6124.038086
	Iteration 60F: 3 clusters Score -2.454046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227848 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -24540450.000000 Penalty: 6124.038086
	Iteration 61Q: 3 clusters Score -2.454045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -24540448.000000 Penalty: 6124.038086
	Iteration 62Q: 3 clusters Score -2.454045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227853 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -24540446.000000 Penalty: 6124.038086
	Iteration 63Q: 3 clusters Score -2.454045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227856 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -24540444.000000 Penalty: 6124.038086
	Iteration 64Q: 3 clusters Score -2.454044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227859 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24540448.000000 Penalty: 6124.038086
	Iteration 65Q: 3 clusters Score -2.454045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227864 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -24540438.000000 Penalty: 6124.038086
	Iteration 66Q: 3 clusters Score -2.454044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227870 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -24540428.000000 Penalty: 6124.038086
	Iteration 67Q: 3 clusters Score -2.454043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227876 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24540456.000000 Penalty: 6124.038086
	Iteration 68Q: 3 clusters Score -2.454046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227883 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -24540456.000000 Penalty: 6124.038086
	Iteration 69Q: 3 clusters Score -2.454046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227887 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24540444.000000 Penalty: 6124.038086
	Iteration 70Q: 3 clusters Score -2.454044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227892 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -24540438.000000 Penalty: 6124.038086
	Iteration 71Q: 3 clusters Score -2.454044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227898 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -24540450.000000 Penalty: 6124.038086
	Iteration 72Q: 3 clusters Score -2.454045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227899 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -24540454.000000 Penalty: 6124.038086
	Iteration 73Q: 3 clusters Score -2.454045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227899 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -24540454.000000 Penalty: 6124.038086
	Iteration 74F: 3 clusters Score -2.454045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Entering Unmasked Estep 
Score: -741738.937500 Penalty: 2192.966064
	Iteration 0F: 2 clusters Score -741738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -736060.312500 Penalty: 4385.932129
	Iteration 0F: 3 clusters Score -736060.3 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -737569.812500 Penalty: 4385.932129
	Iteration 1F: 3 clusters Score -737569.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -737839.937500 Penalty: 4385.932129
	Iteration 2F: 3 clusters Score -737839.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -738040.062500 Penalty: 4385.932129
	Iteration 3F: 3 clusters Score -738040.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -738195.500000 Penalty: 4385.932129
	Iteration 4Q: 3 clusters Score -738195.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -738334.500000 Penalty: 4385.932129
	Iteration 5Q: 3 clusters Score -738334.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -738492.187500 Penalty: 4385.932129
	Iteration 6Q: 3 clusters Score -738492.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -738671.375000 Penalty: 4385.932129
	Iteration 7Q: 3 clusters Score -738671.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -738846.562500 Penalty: 4385.932129
	Iteration 8Q: 3 clusters Score -738846.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -738996.187500 Penalty: 4385.932129
	Iteration 9Q: 3 clusters Score -738996.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -739129.750000 Penalty: 4385.932129
	Iteration 10Q: 3 clusters Score -739129.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -739245.437500 Penalty: 4385.932129
	Iteration 11Q: 3 clusters Score -739245.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -739351.625000 Penalty: 4385.932129
	Iteration 12Q: 3 clusters Score -739351.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -739459.437500 Penalty: 4385.932129
	Iteration 13Q: 3 clusters Score -739459.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -739551.562500 Penalty: 4385.932129
	Iteration 14Q: 3 clusters Score -739551.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -739605.125000 Penalty: 4385.932129
	Iteration 15Q: 3 clusters Score -739605.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -739644.625000 Penalty: 4385.932129
	Iteration 16Q: 3 clusters Score -739644.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -739678.500000 Penalty: 4385.932129
	Iteration 17Q: 3 clusters Score -739678.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -739695.937500 Penalty: 4385.932129
	Iteration 18Q: 3 clusters Score -739695.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -739709.812500 Penalty: 4385.932129
	Iteration 19Q: 3 clusters Score -739709.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -739727.562500 Penalty: 4385.932129
	Iteration 20F: 3 clusters Score -739727.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -739742.062500 Penalty: 4385.932129
	Iteration 21Q: 3 clusters Score -739742.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -739751.062500 Penalty: 4385.932129
	Iteration 22Q: 3 clusters Score -739751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -739759.687500 Penalty: 4385.932129
	Iteration 23Q: 3 clusters Score -739759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -739765.500000 Penalty: 4385.932129
	Iteration 24Q: 3 clusters Score -739765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -739768.125000 Penalty: 4385.932129
	Iteration 25Q: 3 clusters Score -739768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -739772.062500 Penalty: 4385.932129
	Iteration 26Q: 3 clusters Score -739772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -739777.812500 Penalty: 4385.932129
	Iteration 27Q: 3 clusters Score -739777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -739778.937500 Penalty: 4385.932129
	Iteration 28Q: 3 clusters Score -739778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -739778.750000 Penalty: 4385.932129
	Iteration 29Q: 3 clusters Score -739778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -739784.187500 Penalty: 4385.932129
	Iteration 30Q: 3 clusters Score -739784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -739787.437500 Penalty: 4385.932129
	Iteration 31Q: 3 clusters Score -739787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -739790.500000 Penalty: 4385.932129
	Iteration 32Q: 3 clusters Score -739790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -739789.812500 Penalty: 4385.932129
	Iteration 33Q: 3 clusters Score -739789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -739794.375000 Penalty: 4385.932129
	Iteration 34Q: 3 clusters Score -739794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -739800.312500 Penalty: 4385.932129
	Iteration 35Q: 3 clusters Score -739800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -739808.625000 Penalty: 4385.932129
	Iteration 36Q: 3 clusters Score -739808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -739810.000000 Penalty: 4385.932129
	Iteration 37Q: 3 clusters Score -739810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -739815.937500 Penalty: 4385.932129
	Iteration 38Q: 3 clusters Score -739815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -739819.625000 Penalty: 4385.932129
	Iteration 39Q: 3 clusters Score -739819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -739821.500000 Penalty: 4385.932129
	Iteration 40F: 3 clusters Score -739821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -739823.812500 Penalty: 4385.932129
	Iteration 41Q: 3 clusters Score -739823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -739823.812500 Penalty: 4385.932129
	Iteration 42F: 3 clusters Score -739823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -174710.406250 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -174710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -172207.593750 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -172207.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -172664.625000 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -172664.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -172824.421875 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -172824.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -172914.250000 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -172914.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -172972.250000 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -172972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -173009.968750 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -173010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173037.796875 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -173037.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173055.750000 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -173055.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173069.625000 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -173069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173082.031250 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -173082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173090.828125 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -173090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -173100.187500 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -173100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -173109.546875 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -173109.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -173115.312500 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -173115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -173122.265625 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -173122.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -173129.750000 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -173129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -173132.609375 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -173132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -173135.359375 Penalty: 3705.513672
	Iteration 17Q: 3 clusters Score -173135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -173135.640625 Penalty: 3705.513672
	Iteration 18Q: 3 clusters Score -173135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -173136.375000 Penalty: 3705.513672
	Iteration 19Q: 3 clusters Score -173136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -173136.375000 Penalty: 3705.513672
	Iteration 20F: 3 clusters Score -173136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -90682.250000 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -90682.25 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 500 members 
Entering Unmasked Estep 
Score: -88753.476562 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -88753.48 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89056.546875 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -89056.55 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89206.359375 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -89206.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89335.039062 Penalty: 3421.261719
	Iteration 3F: 3 clusters Score -89335.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -89510.656250 Penalty: 3421.261719
	Iteration 4F: 3 clusters Score -89510.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89656.054688 Penalty: 3421.261719
	Iteration 5F: 3 clusters Score -89656.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89822.312500 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -89822.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90151.093750 Penalty: 3421.261719
	Iteration 7F: 3 clusters Score -90151.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90563.343750 Penalty: 3421.261719
	Iteration 8F: 3 clusters Score -90563.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90631.085938 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -90631.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90719.171875 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -90719.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90839.000000 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -90839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90997.031250 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -90997.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91110.414062 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -91110.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91163.757812 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -91163.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91234.375000 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -91234.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91353.875000 Penalty: 3421.261719
	Iteration 16Q: 3 clusters Score -91353.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91779.468750 Penalty: 3421.261719
	Iteration 17Q: 3 clusters Score -91779.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91779.468750 Penalty: 3421.261719
	Iteration 18F: 3 clusters Score -91779.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33803 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208039 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114909 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308110 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32787 members 
Mstep: Class 19 contains 405484 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230234 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
Score: -158370720.000000 Penalty: 95332.726562
Splitting cluster 25 changes total score from -158371616.000000 to -158370720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -29111.130859 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -29111.13 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 167 members 
Entering Unmasked Estep 
Score: -27780.361328 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -27780.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27870.927734 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -27870.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27882.623047 Penalty: 2874.844727
	Iteration 2Q: 3 clusters Score -27882.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27891.060547 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -27891.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27898.826172 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -27898.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27901.175781 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -27901.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27901.175781 Penalty: 2874.844727
	Iteration 6F: 3 clusters Score -27901.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33803 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208039 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114909 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308110 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32787 members 
Mstep: Class 19 contains 405484 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230234 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371568.000000 Penalty: 91801.890625
Iteration 199Q: 27 clusters Score -1.583716e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33803 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208084 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114892 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308112 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32783 members 
Mstep: Class 19 contains 405482 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230208 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371520.000000 Penalty: 91801.890625
Iteration 200F: 27 clusters Score -1.583715e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 33805 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 208117 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114869 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308115 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32777 members 
Mstep: Class 19 contains 405498 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230183 members 
Mstep: Class 23 contains 6920 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371520.000000 Penalty: 91801.890625
Iteration 201Q: 27 clusters Score -1.583715e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 33804 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6045 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 208151 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114854 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308117 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 405502 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230161 members 
Mstep: Class 23 contains 6919 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371520.000000 Penalty: 91801.890625
Iteration 202Q: 27 clusters Score -1.583715e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 33804 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6046 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208177 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114840 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308119 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32766 members 
Mstep: Class 19 contains 405503 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24750 members 
Mstep: Class 22 contains 230144 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371536.000000 Penalty: 91801.890625
Iteration 203Q: 27 clusters Score -1.583715e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 33804 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6049 members 
Mstep: Class 7 contains 67060 members 
Mstep: Class 8 contains 208203 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114827 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308116 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32757 members 
Mstep: Class 19 contains 405501 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230132 members 
Mstep: Class 23 contains 6924 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371680.000000 Penalty: 91801.890625
Iteration 204Q: 27 clusters Score -1.583717e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 33806 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208227 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114817 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308118 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32748 members 
Mstep: Class 19 contains 405499 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24753 members 
Mstep: Class 22 contains 230113 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371600.000000 Penalty: 91801.890625
Iteration 205Q: 27 clusters Score -1.583716e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 208245 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114802 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308117 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32740 members 
Mstep: Class 19 contains 405501 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230103 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371648.000000 Penalty: 91801.890625
Iteration 206Q: 27 clusters Score -1.583716e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 33811 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6056 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 208256 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114791 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308120 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32733 members 
Mstep: Class 19 contains 405506 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24753 members 
Mstep: Class 22 contains 230092 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 91801.890625
Iteration 207Q: 27 clusters Score -1.583716e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 67062 members 
Mstep: Class 8 contains 208263 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114779 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308129 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32732 members 
Mstep: Class 19 contains 405501 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230085 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371664.000000 Penalty: 91801.890625
Iteration 208Q: 27 clusters Score -1.583717e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6064 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208283 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114766 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308136 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32732 members 
Mstep: Class 19 contains 405495 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230072 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 91801.890625
Iteration 209Q: 27 clusters Score -1.583718e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 33813 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208300 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114753 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308136 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32731 members 
Mstep: Class 19 contains 405492 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230069 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 210Q: 27 clusters Score -1.583717e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 67066 members 
Mstep: Class 8 contains 208318 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114737 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308147 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32726 members 
Mstep: Class 19 contains 405490 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230062 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371712.000000 Penalty: 91801.890625
Iteration 211Q: 27 clusters Score -1.583717e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 33815 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 67066 members 
Mstep: Class 8 contains 208336 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114729 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308149 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32723 members 
Mstep: Class 19 contains 405495 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230049 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 91801.890625
Iteration 212Q: 27 clusters Score -1.583718e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 6996 members 
Mstep: Class 3 contains 33815 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 208359 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114720 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308148 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32718 members 
Mstep: Class 19 contains 405492 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 230045 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 91801.890625
Iteration 213Q: 27 clusters Score -1.583716e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 67062 members 
Mstep: Class 8 contains 208375 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114706 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308158 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32714 members 
Mstep: Class 19 contains 405485 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 230046 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 91801.890625
Iteration 214Q: 27 clusters Score -1.583716e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208391 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114694 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308166 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32713 members 
Mstep: Class 19 contains 405473 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24757 members 
Mstep: Class 22 contains 230043 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371616.000000 Penalty: 91801.890625
Iteration 215Q: 27 clusters Score -1.583716e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 33811 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208402 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114680 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308180 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32710 members 
Mstep: Class 19 contains 405465 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24757 members 
Mstep: Class 22 contains 230039 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 91801.890625
Iteration 216Q: 27 clusters Score -1.583717e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 67068 members 
Mstep: Class 8 contains 208415 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114664 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308186 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32703 members 
Mstep: Class 19 contains 405470 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 230030 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371680.000000 Penalty: 91801.890625
Iteration 217Q: 27 clusters Score -1.583717e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 67068 members 
Mstep: Class 8 contains 208423 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114650 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308198 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32698 members 
Mstep: Class 19 contains 405466 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 230025 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 91801.890625
Iteration 218Q: 27 clusters Score -1.583718e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 6992 members 
Mstep: Class 3 contains 33813 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 208437 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114645 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308195 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32696 members 
Mstep: Class 19 contains 405463 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 230027 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371776.000000 Penalty: 91801.890625
Iteration 219Q: 27 clusters Score -1.583718e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 33813 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 208444 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114636 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308203 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32695 members 
Mstep: Class 19 contains 405461 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24753 members 
Mstep: Class 22 contains 230027 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 91801.890625
Iteration 220F: 27 clusters Score -1.583718e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 6988 members 
Mstep: Class 3 contains 33813 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208455 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114627 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308203 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32687 members 
Mstep: Class 19 contains 405461 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230025 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371744.000000 Penalty: 91801.890625
Iteration 221Q: 27 clusters Score -1.583717e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 33813 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 208464 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114623 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308204 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32687 members 
Mstep: Class 19 contains 405452 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230023 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371792.000000 Penalty: 91801.890625
Iteration 222Q: 27 clusters Score -1.583718e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208475 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114615 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308205 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32682 members 
Mstep: Class 19 contains 405447 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230021 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371904.000000 Penalty: 91801.890625
Iteration 223Q: 27 clusters Score -1.583719e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67066 members 
Mstep: Class 8 contains 208492 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114607 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308205 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32678 members 
Mstep: Class 19 contains 405440 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 230020 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 91801.890625
Iteration 224Q: 27 clusters Score -1.583719e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208509 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114599 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308213 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32680 members 
Mstep: Class 19 contains 405423 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 230018 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 91801.890625
Iteration 225Q: 27 clusters Score -1.583719e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6987 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208520 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114593 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308224 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32680 members 
Mstep: Class 19 contains 405418 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24750 members 
Mstep: Class 22 contains 230013 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371920.000000 Penalty: 91801.890625
Iteration 226Q: 27 clusters Score -1.583719e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67067 members 
Mstep: Class 8 contains 208535 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114593 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308226 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32682 members 
Mstep: Class 19 contains 405408 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 230006 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 91801.890625
Iteration 227Q: 27 clusters Score -1.583719e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 208546 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114591 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308228 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32680 members 
Mstep: Class 19 contains 405410 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24748 members 
Mstep: Class 22 contains 229996 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371808.000000 Penalty: 91801.890625
Iteration 228Q: 27 clusters Score -1.583718e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67066 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114588 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308228 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32680 members 
Mstep: Class 19 contains 405410 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 229988 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 91801.890625
Iteration 229Q: 27 clusters Score -1.583719e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67065 members 
Mstep: Class 8 contains 208564 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114588 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308229 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405407 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 229984 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 91801.890625
Iteration 230Q: 27 clusters Score -1.583719e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33812 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208568 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114588 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308233 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405402 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 229982 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371856.000000 Penalty: 91801.890625
Iteration 231Q: 27 clusters Score -1.583719e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33811 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208572 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114588 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308235 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405399 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 229980 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371856.000000 Penalty: 91801.890625
Iteration 232Q: 27 clusters Score -1.583719e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208581 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114588 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308233 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405397 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 229976 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371872.000000 Penalty: 91801.890625
Iteration 233Q: 27 clusters Score -1.583719e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6070 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208592 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114588 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308235 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405395 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 229967 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371968.000000 Penalty: 91801.890625
Iteration 234Q: 27 clusters Score -1.58372e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6071 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208604 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114587 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308237 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405389 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229961 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372080.000000 Penalty: 91801.890625
Iteration 235Q: 27 clusters Score -1.583721e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 208615 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114585 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308237 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405388 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229952 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 91801.890625
Iteration 236Q: 27 clusters Score -1.583721e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67062 members 
Mstep: Class 8 contains 208622 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114583 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308239 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405387 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229947 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 91801.890625
Iteration 237Q: 27 clusters Score -1.583721e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67060 members 
Mstep: Class 8 contains 208633 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114580 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308239 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405383 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229945 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372096.000000 Penalty: 91801.890625
Iteration 238Q: 27 clusters Score -1.583721e+08 nChanged 17
Entering ConstructFrom: 
Score: -158372096.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (57482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Entering Unmasked Estep 
Score: -5862519.500000 Penalty: 2717.888428
	Iteration 0F: 2 clusters Score -5862520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5823851.500000 Penalty: 5435.776855
	Iteration 0F: 3 clusters Score -5823852 nChanged 26913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -5838600.000000 Penalty: 5435.776855
	Iteration 1F: 3 clusters Score -5838600 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5839185.000000 Penalty: 5435.776855
	Iteration 2Q: 3 clusters Score -5839185 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5839833.500000 Penalty: 5435.776855
	Iteration 3Q: 3 clusters Score -5839834 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5840655.500000 Penalty: 5435.776855
	Iteration 4Q: 3 clusters Score -5840656 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5842094.000000 Penalty: 5435.776855
	Iteration 5Q: 3 clusters Score -5842094 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5844545.000000 Penalty: 5435.776855
	Iteration 6F: 3 clusters Score -5844545 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5848331.500000 Penalty: 5435.776855
	Iteration 7F: 3 clusters Score -5848332 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -5852888.000000 Penalty: 5435.776855
	Iteration 8F: 3 clusters Score -5852888 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -5856884.500000 Penalty: 5435.776855
	Iteration 9F: 3 clusters Score -5856884 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5859001.500000 Penalty: 5435.776855
	Iteration 10Q: 3 clusters Score -5859002 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -5859718.000000 Penalty: 5435.776855
	Iteration 11Q: 3 clusters Score -5859718 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -5859905.500000 Penalty: 5435.776855
	Iteration 12Q: 3 clusters Score -5859906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -5859978.000000 Penalty: 5435.776855
	Iteration 13Q: 3 clusters Score -5859978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -5860007.500000 Penalty: 5435.776855
	Iteration 14Q: 3 clusters Score -5860008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -5860022.000000 Penalty: 5435.776855
	Iteration 15Q: 3 clusters Score -5860022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -5860034.000000 Penalty: 5435.776855
	Iteration 16Q: 3 clusters Score -5860034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -5860033.500000 Penalty: 5435.776855
	Iteration 17Q: 3 clusters Score -5860034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -5860040.500000 Penalty: 5435.776855
	Iteration 18Q: 3 clusters Score -5860040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -5860049.000000 Penalty: 5435.776855
	Iteration 19Q: 3 clusters Score -5860049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -5860049.500000 Penalty: 5435.776855
	Iteration 20F: 3 clusters Score -5860050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -5860049.500000 Penalty: 5435.776855
	Iteration 21Q: 3 clusters Score -5860050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -5860051.000000 Penalty: 5435.776855
	Iteration 22Q: 3 clusters Score -5860051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -5860050.500000 Penalty: 5435.776855
	Iteration 23Q: 3 clusters Score -5860050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -5860046.500000 Penalty: 5435.776855
	Iteration 24Q: 3 clusters Score -5860046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -5860052.500000 Penalty: 5435.776855
	Iteration 25Q: 3 clusters Score -5860052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -5860065.000000 Penalty: 5435.776855
	Iteration 26Q: 3 clusters Score -5860065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -5860075.500000 Penalty: 5435.776855
	Iteration 27Q: 3 clusters Score -5860076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -5860079.000000 Penalty: 5435.776855
	Iteration 28Q: 3 clusters Score -5860079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -5860081.500000 Penalty: 5435.776855
	Iteration 29Q: 3 clusters Score -5860082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -5860081.500000 Penalty: 5435.776855
	Iteration 30F: 3 clusters Score -5860082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -752013.562500 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -752013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -746216.187500 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -746216.2 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -747786.000000 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -747786 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -748026.500000 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -748026.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -748189.812500 Penalty: 4390.140625
	Iteration 3Q: 3 clusters Score -748189.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -748303.062500 Penalty: 4390.140625
	Iteration 4Q: 3 clusters Score -748303.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -748393.562500 Penalty: 4390.140625
	Iteration 5Q: 3 clusters Score -748393.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -748482.875000 Penalty: 4390.140625
	Iteration 6Q: 3 clusters Score -748482.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -748581.312500 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -748581.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -748676.000000 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -748676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -748751.187500 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -748751.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -748835.625000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -748835.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -748946.250000 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -748946.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -749059.687500 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -749059.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -749175.000000 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -749175 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -749289.000000 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -749289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -749397.000000 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -749397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -749472.687500 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -749472.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -749540.687500 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -749540.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -749596.937500 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -749596.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -749644.187500 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -749644.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -749668.125000 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -749668.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -749679.937500 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -749679.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -749694.812500 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -749694.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -749701.750000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -749701.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -749709.937500 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -749709.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -749716.375000 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -749716.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -749719.500000 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -749719.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -749723.062500 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -749723.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -749729.375000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -749729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -749734.500000 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -749734.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -749736.375000 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -749736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -749739.125000 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -749739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -749741.250000 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -749741.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -749747.625000 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -749747.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -749751.062500 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -749751.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -749759.875000 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -749759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -749768.562500 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -749768.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -749770.500000 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -749770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -749778.687500 Penalty: 4390.140625
	Iteration 38Q: 3 clusters Score -749778.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -749783.312500 Penalty: 4390.140625
	Iteration 39Q: 3 clusters Score -749783.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -749788.750000 Penalty: 4390.140625
	Iteration 40F: 3 clusters Score -749788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -749792.750000 Penalty: 4390.140625
	Iteration 41Q: 3 clusters Score -749792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -749794.437500 Penalty: 4390.140625
	Iteration 42Q: 3 clusters Score -749794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -749794.250000 Penalty: 4390.140625
	Iteration 43Q: 3 clusters Score -749794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -749795.312500 Penalty: 4390.140625
	Iteration 44Q: 3 clusters Score -749795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -749796.000000 Penalty: 4390.140625
	Iteration 45Q: 3 clusters Score -749796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -749795.687500 Penalty: 4390.140625
	Iteration 46Q: 3 clusters Score -749795.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -749797.812500 Penalty: 4390.140625
	Iteration 47Q: 3 clusters Score -749797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -749796.625000 Penalty: 4390.140625
	Iteration 48Q: 3 clusters Score -749796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -749798.625000 Penalty: 4390.140625
	Iteration 49Q: 3 clusters Score -749798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -749798.687500 Penalty: 4390.140625
	Iteration 50Q: 3 clusters Score -749798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -749799.750000 Penalty: 4390.140625
	Iteration 51Q: 3 clusters Score -749799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -749799.750000 Penalty: 4390.140625
	Iteration 52F: 3 clusters Score -749799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Entering Unmasked Estep 
Score: -3645992.250000 Penalty: 2586.263672
	Iteration 0F: 2 clusters Score -3645992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3622880.500000 Penalty: 5172.527344
	Iteration 0F: 3 clusters Score -3622880 nChanged 15337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3631538.750000 Penalty: 5172.527344
	Iteration 1F: 3 clusters Score -3631539 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3632330.500000 Penalty: 5172.527344
	Iteration 2F: 3 clusters Score -3632330 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3633360.000000 Penalty: 5172.527344
	Iteration 3F: 3 clusters Score -3633360 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3634714.250000 Penalty: 5172.527344
	Iteration 4F: 3 clusters Score -3634714 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3636639.000000 Penalty: 5172.527344
	Iteration 5F: 3 clusters Score -3636639 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3638891.250000 Penalty: 5172.527344
	Iteration 6F: 3 clusters Score -3638891 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3641010.750000 Penalty: 5172.527344
	Iteration 7F: 3 clusters Score -3641011 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3642357.250000 Penalty: 5172.527344
	Iteration 8Q: 3 clusters Score -3642357 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3643034.000000 Penalty: 5172.527344
	Iteration 9Q: 3 clusters Score -3643034 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3643320.250000 Penalty: 5172.527344
	Iteration 10Q: 3 clusters Score -3643320 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3643489.250000 Penalty: 5172.527344
	Iteration 11Q: 3 clusters Score -3643489 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3643603.000000 Penalty: 5172.527344
	Iteration 12Q: 3 clusters Score -3643603 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3643676.500000 Penalty: 5172.527344
	Iteration 13Q: 3 clusters Score -3643676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3643723.000000 Penalty: 5172.527344
	Iteration 14Q: 3 clusters Score -3643723 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3643774.250000 Penalty: 5172.527344
	Iteration 15Q: 3 clusters Score -3643774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3643812.000000 Penalty: 5172.527344
	Iteration 16Q: 3 clusters Score -3643812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3643860.500000 Penalty: 5172.527344
	Iteration 17Q: 3 clusters Score -3643860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3643896.500000 Penalty: 5172.527344
	Iteration 18Q: 3 clusters Score -3643896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3643929.500000 Penalty: 5172.527344
	Iteration 19Q: 3 clusters Score -3643930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3643970.750000 Penalty: 5172.527344
	Iteration 20F: 3 clusters Score -3643971 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3644004.000000 Penalty: 5172.527344
	Iteration 21Q: 3 clusters Score -3644004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3644031.500000 Penalty: 5172.527344
	Iteration 22Q: 3 clusters Score -3644032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3644069.250000 Penalty: 5172.527344
	Iteration 23Q: 3 clusters Score -3644069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3644085.750000 Penalty: 5172.527344
	Iteration 24Q: 3 clusters Score -3644086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3644092.750000 Penalty: 5172.527344
	Iteration 25Q: 3 clusters Score -3644093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3644095.250000 Penalty: 5172.527344
	Iteration 26Q: 3 clusters Score -3644095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3644111.500000 Penalty: 5172.527344
	Iteration 27Q: 3 clusters Score -3644112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3644124.250000 Penalty: 5172.527344
	Iteration 28Q: 3 clusters Score -3644124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3644149.000000 Penalty: 5172.527344
	Iteration 29Q: 3 clusters Score -3644149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3644170.500000 Penalty: 5172.527344
	Iteration 30Q: 3 clusters Score -3644170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3644187.750000 Penalty: 5172.527344
	Iteration 31Q: 3 clusters Score -3644188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3644203.750000 Penalty: 5172.527344
	Iteration 32Q: 3 clusters Score -3644204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3644217.500000 Penalty: 5172.527344
	Iteration 33Q: 3 clusters Score -3644218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3644223.250000 Penalty: 5172.527344
	Iteration 34Q: 3 clusters Score -3644223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3644232.000000 Penalty: 5172.527344
	Iteration 35Q: 3 clusters Score -3644232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3644248.000000 Penalty: 5172.527344
	Iteration 36Q: 3 clusters Score -3644248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3644259.000000 Penalty: 5172.527344
	Iteration 37Q: 3 clusters Score -3644259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3644270.500000 Penalty: 5172.527344
	Iteration 38Q: 3 clusters Score -3644270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3644270.250000 Penalty: 5172.527344
	Iteration 39Q: 3 clusters Score -3644270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3644270.750000 Penalty: 5172.527344
	Iteration 40F: 3 clusters Score -3644271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3644277.500000 Penalty: 5172.527344
	Iteration 41Q: 3 clusters Score -3644278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3644280.500000 Penalty: 5172.527344
	Iteration 42Q: 3 clusters Score -3644280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3644276.750000 Penalty: 5172.527344
	Iteration 43Q: 3 clusters Score -3644277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3644275.250000 Penalty: 5172.527344
	Iteration 44Q: 3 clusters Score -3644275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3644284.750000 Penalty: 5172.527344
	Iteration 45Q: 3 clusters Score -3644285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3644283.750000 Penalty: 5172.527344
	Iteration 46Q: 3 clusters Score -3644284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3644285.500000 Penalty: 5172.527344
	Iteration 47Q: 3 clusters Score -3644286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3644290.000000 Penalty: 5172.527344
	Iteration 48Q: 3 clusters Score -3644290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3644290.000000 Penalty: 5172.527344
	Iteration 49Q: 3 clusters Score -3644290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3644286.500000 Penalty: 5172.527344
	Iteration 50Q: 3 clusters Score -3644286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3644288.750000 Penalty: 5172.527344
	Iteration 51Q: 3 clusters Score -3644289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3644288.750000 Penalty: 5172.527344
	Iteration 52F: 3 clusters Score -3644289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -240510.625000 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -240510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -237628.375000 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -237628.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -238143.921875 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -238143.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -238318.921875 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -238318.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -238421.203125 Penalty: 3867.864014
	Iteration 3Q: 3 clusters Score -238421.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238488.562500 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -238488.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -238528.703125 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -238528.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -238554.265625 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -238554.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238574.046875 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -238574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -238589.328125 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -238589.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -238601.390625 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -238601.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -238615.578125 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -238615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238626.609375 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -238626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -238631.375000 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -238631.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -238637.453125 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -238637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -238640.640625 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -238640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -238645.296875 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -238645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -238649.421875 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -238649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -238652.984375 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -238653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -238654.453125 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -238654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -238655.265625 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -238655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -238655.796875 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -238655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -235533.406250 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -235533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -232684.703125 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -232684.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -233209.796875 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -233209.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -233375.437500 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -233375.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233454.593750 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -233454.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -233515.531250 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -233515.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233574.359375 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -233574.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -233643.062500 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -233643.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233724.890625 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -233724.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -233810.546875 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -233810.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -233893.937500 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -233893.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -233980.140625 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -233980.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -234054.515625 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -234054.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -234124.687500 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -234124.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -234186.671875 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -234186.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -234237.453125 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -234237.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -234287.437500 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -234287.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -234339.781250 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -234339.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -234389.390625 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -234389.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -234450.046875 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -234450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -234485.718750 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -234485.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -234508.078125 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -234508.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -234530.500000 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -234530.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -234544.984375 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -234545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -234558.718750 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -234558.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -234570.921875 Penalty: 3838.073975
	Iteration 24Q: 3 clusters Score -234570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -234576.312500 Penalty: 3838.073975
	Iteration 25Q: 3 clusters Score -234576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -234582.109375 Penalty: 3838.073975
	Iteration 26Q: 3 clusters Score -234582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -234586.203125 Penalty: 3838.073975
	Iteration 27Q: 3 clusters Score -234586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -234593.156250 Penalty: 3838.073975
	Iteration 28Q: 3 clusters Score -234593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -234603.953125 Penalty: 3838.073975
	Iteration 29Q: 3 clusters Score -234604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -234617.781250 Penalty: 3838.073975
	Iteration 30Q: 3 clusters Score -234617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -234623.906250 Penalty: 3838.073975
	Iteration 31Q: 3 clusters Score -234623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -234633.843750 Penalty: 3838.073975
	Iteration 32Q: 3 clusters Score -234633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -234650.171875 Penalty: 3838.073975
	Iteration 33Q: 3 clusters Score -234650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -234658.015625 Penalty: 3838.073975
	Iteration 34Q: 3 clusters Score -234658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -234658.015625 Penalty: 3838.073975
	Iteration 35F: 3 clusters Score -234658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -656088.000000 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -656088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -650820.937500 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -650820.9 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -652226.375000 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -652226.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -652553.375000 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -652553.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -652788.062500 Penalty: 4320.875488
	Iteration 3F: 3 clusters Score -652788.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -652968.250000 Penalty: 4320.875488
	Iteration 4Q: 3 clusters Score -652968.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -653137.375000 Penalty: 4320.875488
	Iteration 5Q: 3 clusters Score -653137.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -653309.062500 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -653309.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -653473.437500 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -653473.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -653643.500000 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -653643.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -653808.500000 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -653808.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -653962.500000 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -653962.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -654098.187500 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -654098.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -654196.875000 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -654196.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -654262.937500 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -654262.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -654323.750000 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -654323.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -654377.250000 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -654377.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -654411.437500 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -654411.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -654445.875000 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -654445.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -654463.812500 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -654463.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -654479.500000 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -654479.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -654494.125000 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -654494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -654503.687500 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -654503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -654506.937500 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -654506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -654510.750000 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -654510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -654512.562500 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -654512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -654514.187500 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -654514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -654513.562500 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -654513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -654513.562500 Penalty: 4320.875488
	Iteration 27F: 3 clusters Score -654513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Entering Unmasked Estep 
Score: -7226018.500000 Penalty: 2756.105225
	Iteration 0F: 2 clusters Score -7226018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -7181291.500000 Penalty: 5512.210449
	Iteration 0F: 3 clusters Score -7181292 nChanged 31138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -7198733.500000 Penalty: 5512.210449
	Iteration 1F: 3 clusters Score -7198734 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7199888.000000 Penalty: 5512.210449
	Iteration 2Q: 3 clusters Score -7199888 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -7201468.000000 Penalty: 5512.210449
	Iteration 3Q: 3 clusters Score -7201468 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7203584.500000 Penalty: 5512.210449
	Iteration 4F: 3 clusters Score -7203584 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -7206681.000000 Penalty: 5512.210449
	Iteration 5F: 3 clusters Score -7206681 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -7210798.500000 Penalty: 5512.210449
	Iteration 6F: 3 clusters Score -7210798 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -7215144.500000 Penalty: 5512.210449
	Iteration 7F: 3 clusters Score -7215144 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -7218521.000000 Penalty: 5512.210449
	Iteration 8F: 3 clusters Score -7218521 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -7220266.500000 Penalty: 5512.210449
	Iteration 9Q: 3 clusters Score -7220266 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -7221043.500000 Penalty: 5512.210449
	Iteration 10Q: 3 clusters Score -7221044 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -7221493.000000 Penalty: 5512.210449
	Iteration 11Q: 3 clusters Score -7221493 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -7221793.500000 Penalty: 5512.210449
	Iteration 12Q: 3 clusters Score -7221794 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -7222041.500000 Penalty: 5512.210449
	Iteration 13Q: 3 clusters Score -7222042 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -7222243.500000 Penalty: 5512.210449
	Iteration 14Q: 3 clusters Score -7222244 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -7222386.500000 Penalty: 5512.210449
	Iteration 15Q: 3 clusters Score -7222386 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -7222579.000000 Penalty: 5512.210449
	Iteration 16Q: 3 clusters Score -7222579 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -7222730.000000 Penalty: 5512.210449
	Iteration 17Q: 3 clusters Score -7222730 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -7222878.000000 Penalty: 5512.210449
	Iteration 18Q: 3 clusters Score -7222878 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -7223031.500000 Penalty: 5512.210449
	Iteration 19Q: 3 clusters Score -7223032 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -7223208.000000 Penalty: 5512.210449
	Iteration 20F: 3 clusters Score -7223208 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -7223336.500000 Penalty: 5512.210449
	Iteration 21Q: 3 clusters Score -7223336 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7223457.000000 Penalty: 5512.210449
	Iteration 22Q: 3 clusters Score -7223457 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -7223563.500000 Penalty: 5512.210449
	Iteration 23Q: 3 clusters Score -7223564 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -7223649.000000 Penalty: 5512.210449
	Iteration 24Q: 3 clusters Score -7223649 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7223709.000000 Penalty: 5512.210449
	Iteration 25Q: 3 clusters Score -7223709 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -7223779.000000 Penalty: 5512.210449
	Iteration 26Q: 3 clusters Score -7223779 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -7223815.500000 Penalty: 5512.210449
	Iteration 27Q: 3 clusters Score -7223816 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7223905.000000 Penalty: 5512.210449
	Iteration 28Q: 3 clusters Score -7223905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7223954.500000 Penalty: 5512.210449
	Iteration 29Q: 3 clusters Score -7223954 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7223965.000000 Penalty: 5512.210449
	Iteration 30Q: 3 clusters Score -7223965 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7224030.000000 Penalty: 5512.210449
	Iteration 31Q: 3 clusters Score -7224030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7224059.000000 Penalty: 5512.210449
	Iteration 32Q: 3 clusters Score -7224059 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7224106.000000 Penalty: 5512.210449
	Iteration 33Q: 3 clusters Score -7224106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7224145.000000 Penalty: 5512.210449
	Iteration 34Q: 3 clusters Score -7224145 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7224184.500000 Penalty: 5512.210449
	Iteration 35Q: 3 clusters Score -7224184 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7224232.000000 Penalty: 5512.210449
	Iteration 36Q: 3 clusters Score -7224232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7224276.000000 Penalty: 5512.210449
	Iteration 37Q: 3 clusters Score -7224276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7224309.500000 Penalty: 5512.210449
	Iteration 38Q: 3 clusters Score -7224310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7224338.000000 Penalty: 5512.210449
	Iteration 39Q: 3 clusters Score -7224338 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7224363.000000 Penalty: 5512.210449
	Iteration 40F: 3 clusters Score -7224363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7224378.500000 Penalty: 5512.210449
	Iteration 41Q: 3 clusters Score -7224378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7224387.500000 Penalty: 5512.210449
	Iteration 42Q: 3 clusters Score -7224388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7224398.000000 Penalty: 5512.210449
	Iteration 43Q: 3 clusters Score -7224398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7224417.000000 Penalty: 5512.210449
	Iteration 44Q: 3 clusters Score -7224417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7224402.000000 Penalty: 5512.210449
	Iteration 45Q: 3 clusters Score -7224402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7224399.000000 Penalty: 5512.210449
	Iteration 46Q: 3 clusters Score -7224399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7224416.000000 Penalty: 5512.210449
	Iteration 47Q: 3 clusters Score -7224416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7224439.000000 Penalty: 5512.210449
	Iteration 48Q: 3 clusters Score -7224439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7224451.500000 Penalty: 5512.210449
	Iteration 49Q: 3 clusters Score -7224452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7224456.500000 Penalty: 5512.210449
	Iteration 50Q: 3 clusters Score -7224456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7224465.000000 Penalty: 5512.210449
	Iteration 51Q: 3 clusters Score -7224465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7224470.000000 Penalty: 5512.210449
	Iteration 52Q: 3 clusters Score -7224470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7224475.000000 Penalty: 5512.210449
	Iteration 53Q: 3 clusters Score -7224475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7224488.000000 Penalty: 5512.210449
	Iteration 54Q: 3 clusters Score -7224488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7224483.000000 Penalty: 5512.210449
	Iteration 55Q: 3 clusters Score -7224483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7224485.000000 Penalty: 5512.210449
	Iteration 56Q: 3 clusters Score -7224485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7224488.000000 Penalty: 5512.210449
	Iteration 57Q: 3 clusters Score -7224488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7224478.500000 Penalty: 5512.210449
	Iteration 58Q: 3 clusters Score -7224478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7224479.500000 Penalty: 5512.210449
	Iteration 59Q: 3 clusters Score -7224480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7224482.000000 Penalty: 5512.210449
	Iteration 60F: 3 clusters Score -7224482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7224486.000000 Penalty: 5512.210449
	Iteration 61Q: 3 clusters Score -7224486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7224494.000000 Penalty: 5512.210449
	Iteration 62Q: 3 clusters Score -7224494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7224499.000000 Penalty: 5512.210449
	Iteration 63Q: 3 clusters Score -7224499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7224489.000000 Penalty: 5512.210449
	Iteration 64Q: 3 clusters Score -7224489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7224491.500000 Penalty: 5512.210449
	Iteration 65Q: 3 clusters Score -7224492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7224493.500000 Penalty: 5512.210449
	Iteration 66Q: 3 clusters Score -7224494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7224488.000000 Penalty: 5512.210449
	Iteration 67Q: 3 clusters Score -7224488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7224486.000000 Penalty: 5512.210449
	Iteration 68Q: 3 clusters Score -7224486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7224486.000000 Penalty: 5512.210449
	Iteration 69F: 3 clusters Score -7224486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208641 members 
Entering Unmasked Estep 
Score: -22224282.000000 Penalty: 3037.595703
	Iteration 0F: 2 clusters Score -2.222428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -22085336.000000 Penalty: 6075.191406
	Iteration 0F: 3 clusters Score -2.208534e+07 nChanged 100288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -22144276.000000 Penalty: 6075.191406
	Iteration 1F: 3 clusters Score -2.214428e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -22145318.000000 Penalty: 6075.191406
	Iteration 2Q: 3 clusters Score -2.214532e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -22146338.000000 Penalty: 6075.191406
	Iteration 3Q: 3 clusters Score -2.214634e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117382 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -22148284.000000 Penalty: 6075.191406
	Iteration 4Q: 3 clusters Score -2.214828e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124519 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -22151628.000000 Penalty: 6075.191406
	Iteration 5Q: 3 clusters Score -2.215163e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -22157266.000000 Penalty: 6075.191406
	Iteration 6F: 3 clusters Score -2.215727e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -22167446.000000 Penalty: 6075.191406
	Iteration 7F: 3 clusters Score -2.216745e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -22182670.000000 Penalty: 6075.191406
	Iteration 8F: 3 clusters Score -2.218267e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184717 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -22199078.000000 Penalty: 6075.191406
	Iteration 9F: 3 clusters Score -2.219908e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197321 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -22211340.000000 Penalty: 6075.191406
	Iteration 10F: 3 clusters Score -2.221134e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204019 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -22217698.000000 Penalty: 6075.191406
	Iteration 11Q: 3 clusters Score -2.22177e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206678 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22220134.000000 Penalty: 6075.191406
	Iteration 12Q: 3 clusters Score -2.222013e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207654 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22220904.000000 Penalty: 6075.191406
	Iteration 13Q: 3 clusters Score -2.22209e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22221242.000000 Penalty: 6075.191406
	Iteration 14Q: 3 clusters Score -2.222124e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208103 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22221424.000000 Penalty: 6075.191406
	Iteration 15Q: 3 clusters Score -2.222142e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208152 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22221522.000000 Penalty: 6075.191406
	Iteration 16Q: 3 clusters Score -2.222152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208170 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22221588.000000 Penalty: 6075.191406
	Iteration 17Q: 3 clusters Score -2.222159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208180 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22221584.000000 Penalty: 6075.191406
	Iteration 18Q: 3 clusters Score -2.222158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208188 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22221596.000000 Penalty: 6075.191406
	Iteration 19Q: 3 clusters Score -2.22216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208193 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22221622.000000 Penalty: 6075.191406
	Iteration 20F: 3 clusters Score -2.222162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208194 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22221636.000000 Penalty: 6075.191406
	Iteration 21Q: 3 clusters Score -2.222164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208197 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22221646.000000 Penalty: 6075.191406
	Iteration 22Q: 3 clusters Score -2.222165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208200 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22221664.000000 Penalty: 6075.191406
	Iteration 23Q: 3 clusters Score -2.222166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208200 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22221666.000000 Penalty: 6075.191406
	Iteration 24Q: 3 clusters Score -2.222167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208199 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22221662.000000 Penalty: 6075.191406
	Iteration 25Q: 3 clusters Score -2.222166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208201 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22221664.000000 Penalty: 6075.191406
	Iteration 26Q: 3 clusters Score -2.222166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208198 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22221666.000000 Penalty: 6075.191406
	Iteration 27Q: 3 clusters Score -2.222167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208198 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22221680.000000 Penalty: 6075.191406
	Iteration 28Q: 3 clusters Score -2.222168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208198 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22221680.000000 Penalty: 6075.191406
	Iteration 29F: 3 clusters Score -2.222168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -17863.730469 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -17863.73 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 104 members 
Entering Unmasked Estep 
Score: -16749.431641 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -16749.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16785.482422 Penalty: 2615.407959
	Iteration 1Q: 3 clusters Score -16785.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16805.496094 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -16805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16809.310547 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -16809.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16809.310547 Penalty: 2615.407959
	Iteration 4F: 3 clusters Score -16809.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -104804.093750 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -104804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102796.265625 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -102796.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103059.679688 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -103059.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103137.421875 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -103137.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103195.421875 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -103195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103222.304688 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -103222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103240.656250 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -103240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103249.625000 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -103249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103251.296875 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -103251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103254.523438 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -103254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103257.156250 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -103257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103259.031250 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -103259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103259.031250 Penalty: 3468.990967
	Iteration 11F: 3 clusters Score -103259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (114577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114577 members 
Entering Unmasked Estep 
Score: -12263038.000000 Penalty: 2888.952637
	Iteration 0F: 2 clusters Score -1.226304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -12186274.000000 Penalty: 5777.905273
	Iteration 0F: 3 clusters Score -1.218627e+07 nChanged 54535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -12218787.000000 Penalty: 5777.905273
	Iteration 1F: 3 clusters Score -1.221879e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -12221400.000000 Penalty: 5777.905273
	Iteration 2Q: 3 clusters Score -1.22214e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -12225812.000000 Penalty: 5777.905273
	Iteration 3F: 3 clusters Score -1.222581e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -12232854.000000 Penalty: 5777.905273
	Iteration 4F: 3 clusters Score -1.223285e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -12241963.000000 Penalty: 5777.905273
	Iteration 5F: 3 clusters Score -1.224196e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -12250436.000000 Penalty: 5777.905273
	Iteration 6F: 3 clusters Score -1.225044e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -12255501.000000 Penalty: 5777.905273
	Iteration 7Q: 3 clusters Score -1.22555e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -12257673.000000 Penalty: 5777.905273
	Iteration 8Q: 3 clusters Score -1.225767e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106715 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -12258717.000000 Penalty: 5777.905273
	Iteration 9Q: 3 clusters Score -1.225872e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -12259251.000000 Penalty: 5777.905273
	Iteration 10Q: 3 clusters Score -1.225925e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -12259644.000000 Penalty: 5777.905273
	Iteration 11Q: 3 clusters Score -1.225964e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109064 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -12259882.000000 Penalty: 5777.905273
	Iteration 12Q: 3 clusters Score -1.225988e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -12260050.000000 Penalty: 5777.905273
	Iteration 13Q: 3 clusters Score -1.226005e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110031 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -12260197.000000 Penalty: 5777.905273
	Iteration 14Q: 3 clusters Score -1.22602e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -12260322.000000 Penalty: 5777.905273
	Iteration 15Q: 3 clusters Score -1.226032e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110664 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -12260455.000000 Penalty: 5777.905273
	Iteration 16Q: 3 clusters Score -1.226046e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -12260509.000000 Penalty: 5777.905273
	Iteration 17Q: 3 clusters Score -1.226051e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -12260549.000000 Penalty: 5777.905273
	Iteration 18Q: 3 clusters Score -1.226055e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -12260599.000000 Penalty: 5777.905273
	Iteration 19Q: 3 clusters Score -1.22606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -12260662.000000 Penalty: 5777.905273
	Iteration 20F: 3 clusters Score -1.226066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -12260680.000000 Penalty: 5777.905273
	Iteration 21Q: 3 clusters Score -1.226068e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111594 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -12260691.000000 Penalty: 5777.905273
	Iteration 22Q: 3 clusters Score -1.226069e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111679 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -12260701.000000 Penalty: 5777.905273
	Iteration 23Q: 3 clusters Score -1.22607e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111748 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -12260724.000000 Penalty: 5777.905273
	Iteration 24Q: 3 clusters Score -1.226072e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -12260740.000000 Penalty: 5777.905273
	Iteration 25Q: 3 clusters Score -1.226074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -12260759.000000 Penalty: 5777.905273
	Iteration 26Q: 3 clusters Score -1.226076e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -12260753.000000 Penalty: 5777.905273
	Iteration 27Q: 3 clusters Score -1.226075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12260769.000000 Penalty: 5777.905273
	Iteration 28Q: 3 clusters Score -1.226077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112029 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -12260773.000000 Penalty: 5777.905273
	Iteration 29Q: 3 clusters Score -1.226077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12260778.000000 Penalty: 5777.905273
	Iteration 30Q: 3 clusters Score -1.226078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112078 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -12260792.000000 Penalty: 5777.905273
	Iteration 31Q: 3 clusters Score -1.226079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12260792.000000 Penalty: 5777.905273
	Iteration 32Q: 3 clusters Score -1.226079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12260802.000000 Penalty: 5777.905273
	Iteration 33Q: 3 clusters Score -1.22608e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -12260816.000000 Penalty: 5777.905273
	Iteration 34Q: 3 clusters Score -1.226082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112174 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12260829.000000 Penalty: 5777.905273
	Iteration 35Q: 3 clusters Score -1.226083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -12260830.000000 Penalty: 5777.905273
	Iteration 36Q: 3 clusters Score -1.226083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12260823.000000 Penalty: 5777.905273
	Iteration 37Q: 3 clusters Score -1.226082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12260819.000000 Penalty: 5777.905273
	Iteration 38Q: 3 clusters Score -1.226082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112250 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12260823.000000 Penalty: 5777.905273
	Iteration 39Q: 3 clusters Score -1.226082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112271 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -12260832.000000 Penalty: 5777.905273
	Iteration 40F: 3 clusters Score -1.226083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112296 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -12260841.000000 Penalty: 5777.905273
	Iteration 41Q: 3 clusters Score -1.226084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12260860.000000 Penalty: 5777.905273
	Iteration 42Q: 3 clusters Score -1.226086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12260841.000000 Penalty: 5777.905273
	Iteration 43Q: 3 clusters Score -1.226084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -12260835.000000 Penalty: 5777.905273
	Iteration 44Q: 3 clusters Score -1.226084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12260837.000000 Penalty: 5777.905273
	Iteration 45Q: 3 clusters Score -1.226084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112377 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12260848.000000 Penalty: 5777.905273
	Iteration 46Q: 3 clusters Score -1.226085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12260850.000000 Penalty: 5777.905273
	Iteration 47Q: 3 clusters Score -1.226085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112394 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -12260854.000000 Penalty: 5777.905273
	Iteration 48Q: 3 clusters Score -1.226085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -12260851.000000 Penalty: 5777.905273
	Iteration 49Q: 3 clusters Score -1.226085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -12260851.000000 Penalty: 5777.905273
	Iteration 50Q: 3 clusters Score -1.226085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12260863.000000 Penalty: 5777.905273
	Iteration 51Q: 3 clusters Score -1.226086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -12260854.000000 Penalty: 5777.905273
	Iteration 52Q: 3 clusters Score -1.226085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112465 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12260852.000000 Penalty: 5777.905273
	Iteration 53Q: 3 clusters Score -1.226085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -12260844.000000 Penalty: 5777.905273
	Iteration 54Q: 3 clusters Score -1.226084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -12260859.000000 Penalty: 5777.905273
	Iteration 55Q: 3 clusters Score -1.226086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112506 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12260855.000000 Penalty: 5777.905273
	Iteration 56Q: 3 clusters Score -1.226086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112516 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12260848.000000 Penalty: 5777.905273
	Iteration 57Q: 3 clusters Score -1.226085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12260857.000000 Penalty: 5777.905273
	Iteration 58Q: 3 clusters Score -1.226086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112541 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -12260846.000000 Penalty: 5777.905273
	Iteration 59Q: 3 clusters Score -1.226085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12260840.000000 Penalty: 5777.905273
	Iteration 60F: 3 clusters Score -1.226084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112553 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12260845.000000 Penalty: 5777.905273
	Iteration 61Q: 3 clusters Score -1.226084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112552 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -12260838.000000 Penalty: 5777.905273
	Iteration 62Q: 3 clusters Score -1.226084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -12260839.000000 Penalty: 5777.905273
	Iteration 63Q: 3 clusters Score -1.226084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12260839.000000 Penalty: 5777.905273
	Iteration 64Q: 3 clusters Score -1.226084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -12260851.000000 Penalty: 5777.905273
	Iteration 65Q: 3 clusters Score -1.226085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -12260840.000000 Penalty: 5777.905273
	Iteration 66Q: 3 clusters Score -1.226084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -12260840.000000 Penalty: 5777.905273
	Iteration 67Q: 3 clusters Score -1.226084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -12260840.000000 Penalty: 5777.905273
	Iteration 68Q: 3 clusters Score -1.226084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12260842.000000 Penalty: 5777.905273
	Iteration 69Q: 3 clusters Score -1.226084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -12260840.000000 Penalty: 5777.905273
	Iteration 70Q: 3 clusters Score -1.226084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112581 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12260841.000000 Penalty: 5777.905273
	Iteration 71Q: 3 clusters Score -1.226084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112588 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12260852.000000 Penalty: 5777.905273
	Iteration 72Q: 3 clusters Score -1.226085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12260843.000000 Penalty: 5777.905273
	Iteration 73Q: 3 clusters Score -1.226084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12260852.000000 Penalty: 5777.905273
	Iteration 74Q: 3 clusters Score -1.226085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -12260865.000000 Penalty: 5777.905273
	Iteration 75Q: 3 clusters Score -1.226086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -12260870.000000 Penalty: 5777.905273
	Iteration 76Q: 3 clusters Score -1.226087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -12260867.000000 Penalty: 5777.905273
	Iteration 77Q: 3 clusters Score -1.226087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12260870.000000 Penalty: 5777.905273
	Iteration 78Q: 3 clusters Score -1.226087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -12260882.000000 Penalty: 5777.905273
	Iteration 79Q: 3 clusters Score -1.226088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -12260884.000000 Penalty: 5777.905273
	Iteration 80F: 3 clusters Score -1.226088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12260891.000000 Penalty: 5777.905273
	Iteration 81Q: 3 clusters Score -1.226089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112648 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -12260885.000000 Penalty: 5777.905273
	Iteration 82Q: 3 clusters Score -1.226088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12260892.000000 Penalty: 5777.905273
	Iteration 83Q: 3 clusters Score -1.226089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12260892.000000 Penalty: 5777.905273
	Iteration 84F: 3 clusters Score -1.226089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -38248.562500 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -38248.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36793.792969 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36793.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36962.714844 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -36962.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37015.488281 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -37015.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37050.117188 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -37050.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37080.750000 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -37080.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37120.636719 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -37120.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37158.687500 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37158.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37236.242188 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -37236.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37517.261719 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -37517.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37693.449219 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -37693.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37959.152344 Penalty: 3022.410645
	Iteration 10F: 3 clusters Score -37959.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38026.878906 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -38026.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38075.871094 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -38075.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38120.839844 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -38120.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38187.746094 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -38187.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38262.640625 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -38262.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38376.402344 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -38376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38501.773438 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -38501.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38600.207031 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -38600.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38612.605469 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -38612.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38612.605469 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -38612.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208641 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114577 members 
Mstep: Class 12 contains 121 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308240 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405380 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229943 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
Score: -158370464.000000 Penalty: 95332.726562
Splitting cluster 12 changes total score from -158372096.000000 to -158370464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -380522.625000 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -380522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -376517.625000 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -376517.6 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -377429.187500 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -377429.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -377629.500000 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -377629.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -377737.718750 Penalty: 4147.523438
	Iteration 3Q: 3 clusters Score -377737.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -377800.031250 Penalty: 4147.523438
	Iteration 4Q: 3 clusters Score -377800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -377846.531250 Penalty: 4147.523438
	Iteration 5Q: 3 clusters Score -377846.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -377874.843750 Penalty: 4147.523438
	Iteration 6Q: 3 clusters Score -377874.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -377907.062500 Penalty: 4147.523438
	Iteration 7Q: 3 clusters Score -377907.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -377933.781250 Penalty: 4147.523438
	Iteration 8Q: 3 clusters Score -377933.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -377956.500000 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -377956.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -377978.781250 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -377978.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -377992.687500 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -377992.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -378007.843750 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -378007.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -378016.781250 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -378016.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -378032.531250 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -378032.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -378051.031250 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -378051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -378068.968750 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -378069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378089.468750 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -378089.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378106.125000 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -378106.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -378122.625000 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -378122.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -378139.281250 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -378139.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -378155.281250 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -378155.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -378172.218750 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -378172.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -378188.843750 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -378188.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -378206.718750 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -378206.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -378227.093750 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -378227.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -378252.968750 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -378253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378283.375000 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -378283.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -378317.593750 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -378317.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -378359.437500 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -378359.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -378397.906250 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -378397.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -378435.718750 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -378435.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -378466.312500 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -378466.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -378488.750000 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -378488.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -378520.906250 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -378520.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -378553.187500 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -378553.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -378600.406250 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -378600.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -378656.875000 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -378656.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -378699.187500 Penalty: 4147.523438
	Iteration 38Q: 3 clusters Score -378699.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -378727.281250 Penalty: 4147.523438
	Iteration 39Q: 3 clusters Score -378727.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -378750.625000 Penalty: 4147.523438
	Iteration 40F: 3 clusters Score -378750.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -378779.187500 Penalty: 4147.523438
	Iteration 41Q: 3 clusters Score -378779.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -378812.000000 Penalty: 4147.523438
	Iteration 42Q: 3 clusters Score -378812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -378848.687500 Penalty: 4147.523438
	Iteration 43Q: 3 clusters Score -378848.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -378874.625000 Penalty: 4147.523438
	Iteration 44Q: 3 clusters Score -378874.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -378910.812500 Penalty: 4147.523438
	Iteration 45Q: 3 clusters Score -378910.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -378950.531250 Penalty: 4147.523438
	Iteration 46Q: 3 clusters Score -378950.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -379003.531250 Penalty: 4147.523438
	Iteration 47Q: 3 clusters Score -379003.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -379046.750000 Penalty: 4147.523438
	Iteration 48Q: 3 clusters Score -379046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -379070.062500 Penalty: 4147.523438
	Iteration 49Q: 3 clusters Score -379070.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -379098.500000 Penalty: 4147.523438
	Iteration 50Q: 3 clusters Score -379098.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -379115.312500 Penalty: 4147.523438
	Iteration 51Q: 3 clusters Score -379115.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -379128.281250 Penalty: 4147.523438
	Iteration 52Q: 3 clusters Score -379128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -379146.875000 Penalty: 4147.523438
	Iteration 53Q: 3 clusters Score -379146.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -379168.500000 Penalty: 4147.523438
	Iteration 54Q: 3 clusters Score -379168.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -379180.562500 Penalty: 4147.523438
	Iteration 55Q: 3 clusters Score -379180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -379187.875000 Penalty: 4147.523438
	Iteration 56Q: 3 clusters Score -379187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -379193.218750 Penalty: 4147.523438
	Iteration 57Q: 3 clusters Score -379193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -379200.750000 Penalty: 4147.523438
	Iteration 58Q: 3 clusters Score -379200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -379208.187500 Penalty: 4147.523438
	Iteration 59Q: 3 clusters Score -379208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -379213.312500 Penalty: 4147.523438
	Iteration 60F: 3 clusters Score -379213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -379217.312500 Penalty: 4147.523438
	Iteration 61Q: 3 clusters Score -379217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -379218.906250 Penalty: 4147.523438
	Iteration 62Q: 3 clusters Score -379218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -379220.781250 Penalty: 4147.523438
	Iteration 63Q: 3 clusters Score -379220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -379221.187500 Penalty: 4147.523438
	Iteration 64Q: 3 clusters Score -379221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -379221.562500 Penalty: 4147.523438
	Iteration 65Q: 3 clusters Score -379221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -379221.562500 Penalty: 4147.523438
	Iteration 66F: 3 clusters Score -379221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -47119.308594 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -47119.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45588.992188 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -45588.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45823.152344 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -45823.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45891.914062 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -45891.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45919.843750 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -45919.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45940.414062 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -45940.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45948.734375 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -45948.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45951.113281 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -45951.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45954.558594 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -45954.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45964.726562 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -45964.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45970.964844 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -45970.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45972.929688 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -45972.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45972.929688 Penalty: 3087.380859
	Iteration 11F: 3 clusters Score -45972.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (308240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308240 members 
Entering Unmasked Estep 
Score: -32716094.000000 Penalty: 3134.381104
	Iteration 0F: 2 clusters Score -3.271609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -32516458.000000 Penalty: 6268.762207
	Iteration 0F: 3 clusters Score -3.251646e+07 nChanged 149350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 161347 members 
Entering Unmasked Estep 
Score: -32604912.000000 Penalty: 6268.762207
	Iteration 1F: 3 clusters Score -3.260491e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142301 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -32607194.000000 Penalty: 6268.762207
	Iteration 2Q: 3 clusters Score -3.260719e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 173379 members 
Entering Unmasked Estep 
Score: -32610768.000000 Penalty: 6268.762207
	Iteration 3Q: 3 clusters Score -3.261077e+07 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -32617328.000000 Penalty: 6268.762207
	Iteration 4Q: 3 clusters Score -3.261733e+07 nChanged 19609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 200832 members 
Entering Unmasked Estep 
Score: -32628254.000000 Penalty: 6268.762207
	Iteration 5F: 3 clusters Score -3.262825e+07 nChanged 23865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 221355 members 
Entering Unmasked Estep 
Score: -32645606.000000 Penalty: 6268.762207
	Iteration 6F: 3 clusters Score -3.264561e+07 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 242923 members 
Entering Unmasked Estep 
Score: -32666508.000000 Penalty: 6268.762207
	Iteration 7F: 3 clusters Score -3.266651e+07 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 260180 members 
Entering Unmasked Estep 
Score: -32684630.000000 Penalty: 6268.762207
	Iteration 8F: 3 clusters Score -3.268463e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 270531 members 
Entering Unmasked Estep 
Score: -32696028.000000 Penalty: 6268.762207
	Iteration 9Q: 3 clusters Score -3.269603e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 276298 members 
Entering Unmasked Estep 
Score: -32702034.000000 Penalty: 6268.762207
	Iteration 10Q: 3 clusters Score -3.270203e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 280088 members 
Entering Unmasked Estep 
Score: -32704954.000000 Penalty: 6268.762207
	Iteration 11Q: 3 clusters Score -3.270495e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 283075 members 
Entering Unmasked Estep 
Score: -32706780.000000 Penalty: 6268.762207
	Iteration 12Q: 3 clusters Score -3.270678e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 285701 members 
Entering Unmasked Estep 
Score: -32708040.000000 Penalty: 6268.762207
	Iteration 13Q: 3 clusters Score -3.270804e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 288028 members 
Entering Unmasked Estep 
Score: -32709128.000000 Penalty: 6268.762207
	Iteration 14Q: 3 clusters Score -3.270913e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 290146 members 
Entering Unmasked Estep 
Score: -32710114.000000 Penalty: 6268.762207
	Iteration 15Q: 3 clusters Score -3.271011e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 291983 members 
Entering Unmasked Estep 
Score: -32710896.000000 Penalty: 6268.762207
	Iteration 16Q: 3 clusters Score -3.27109e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 293634 members 
Entering Unmasked Estep 
Score: -32711684.000000 Penalty: 6268.762207
	Iteration 17Q: 3 clusters Score -3.271168e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 295088 members 
Entering Unmasked Estep 
Score: -32712416.000000 Penalty: 6268.762207
	Iteration 18Q: 3 clusters Score -3.271242e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 296366 members 
Entering Unmasked Estep 
Score: -32712796.000000 Penalty: 6268.762207
	Iteration 19Q: 3 clusters Score -3.27128e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 297450 members 
Entering Unmasked Estep 
Score: -32713144.000000 Penalty: 6268.762207
	Iteration 20F: 3 clusters Score -3.271314e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 298394 members 
Entering Unmasked Estep 
Score: -32713594.000000 Penalty: 6268.762207
	Iteration 21Q: 3 clusters Score -3.271359e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 299241 members 
Entering Unmasked Estep 
Score: -32713898.000000 Penalty: 6268.762207
	Iteration 22Q: 3 clusters Score -3.27139e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 299952 members 
Entering Unmasked Estep 
Score: -32714096.000000 Penalty: 6268.762207
	Iteration 23Q: 3 clusters Score -3.27141e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 300568 members 
Entering Unmasked Estep 
Score: -32714150.000000 Penalty: 6268.762207
	Iteration 24Q: 3 clusters Score -3.271415e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 301072 members 
Entering Unmasked Estep 
Score: -32714238.000000 Penalty: 6268.762207
	Iteration 25Q: 3 clusters Score -3.271424e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 301483 members 
Entering Unmasked Estep 
Score: -32714334.000000 Penalty: 6268.762207
	Iteration 26Q: 3 clusters Score -3.271433e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 301858 members 
Entering Unmasked Estep 
Score: -32714508.000000 Penalty: 6268.762207
	Iteration 27Q: 3 clusters Score -3.271451e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 302209 members 
Entering Unmasked Estep 
Score: -32714610.000000 Penalty: 6268.762207
	Iteration 28Q: 3 clusters Score -3.271461e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 302514 members 
Entering Unmasked Estep 
Score: -32714556.000000 Penalty: 6268.762207
	Iteration 29Q: 3 clusters Score -3.271456e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 302792 members 
Entering Unmasked Estep 
Score: -32714702.000000 Penalty: 6268.762207
	Iteration 30Q: 3 clusters Score -3.27147e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 303011 members 
Entering Unmasked Estep 
Score: -32714668.000000 Penalty: 6268.762207
	Iteration 31Q: 3 clusters Score -3.271467e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 303221 members 
Entering Unmasked Estep 
Score: -32714754.000000 Penalty: 6268.762207
	Iteration 32Q: 3 clusters Score -3.271475e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 303388 members 
Entering Unmasked Estep 
Score: -32714816.000000 Penalty: 6268.762207
	Iteration 33Q: 3 clusters Score -3.271482e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 303541 members 
Entering Unmasked Estep 
Score: -32714850.000000 Penalty: 6268.762207
	Iteration 34Q: 3 clusters Score -3.271485e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 303666 members 
Entering Unmasked Estep 
Score: -32714830.000000 Penalty: 6268.762207
	Iteration 35Q: 3 clusters Score -3.271483e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 303786 members 
Entering Unmasked Estep 
Score: -32714806.000000 Penalty: 6268.762207
	Iteration 36Q: 3 clusters Score -3.271481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 303880 members 
Entering Unmasked Estep 
Score: -32714828.000000 Penalty: 6268.762207
	Iteration 37Q: 3 clusters Score -3.271483e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 303955 members 
Entering Unmasked Estep 
Score: -32714816.000000 Penalty: 6268.762207
	Iteration 38Q: 3 clusters Score -3.271482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 304005 members 
Entering Unmasked Estep 
Score: -32714808.000000 Penalty: 6268.762207
	Iteration 39Q: 3 clusters Score -3.271481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 304053 members 
Entering Unmasked Estep 
Score: -32714816.000000 Penalty: 6268.762207
	Iteration 40F: 3 clusters Score -3.271482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 304103 members 
Entering Unmasked Estep 
Score: -32714856.000000 Penalty: 6268.762207
	Iteration 41Q: 3 clusters Score -3.271486e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 304145 members 
Entering Unmasked Estep 
Score: -32714842.000000 Penalty: 6268.762207
	Iteration 42Q: 3 clusters Score -3.271484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 304180 members 
Entering Unmasked Estep 
Score: -32714854.000000 Penalty: 6268.762207
	Iteration 43Q: 3 clusters Score -3.271485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 304210 members 
Entering Unmasked Estep 
Score: -32714856.000000 Penalty: 6268.762207
	Iteration 44Q: 3 clusters Score -3.271486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 304236 members 
Entering Unmasked Estep 
Score: -32714876.000000 Penalty: 6268.762207
	Iteration 45Q: 3 clusters Score -3.271488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 304262 members 
Entering Unmasked Estep 
Score: -32714834.000000 Penalty: 6268.762207
	Iteration 46Q: 3 clusters Score -3.271483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 304288 members 
Entering Unmasked Estep 
Score: -32714870.000000 Penalty: 6268.762207
	Iteration 47Q: 3 clusters Score -3.271487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 304310 members 
Entering Unmasked Estep 
Score: -32714856.000000 Penalty: 6268.762207
	Iteration 48Q: 3 clusters Score -3.271486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 304335 members 
Entering Unmasked Estep 
Score: -32714832.000000 Penalty: 6268.762207
	Iteration 49Q: 3 clusters Score -3.271483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 304371 members 
Entering Unmasked Estep 
Score: -32714858.000000 Penalty: 6268.762207
	Iteration 50Q: 3 clusters Score -3.271486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 304401 members 
Entering Unmasked Estep 
Score: -32714878.000000 Penalty: 6268.762207
	Iteration 51Q: 3 clusters Score -3.271488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 304432 members 
Entering Unmasked Estep 
Score: -32714898.000000 Penalty: 6268.762207
	Iteration 52Q: 3 clusters Score -3.27149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 304460 members 
Entering Unmasked Estep 
Score: -32714932.000000 Penalty: 6268.762207
	Iteration 53Q: 3 clusters Score -3.271493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 304487 members 
Entering Unmasked Estep 
Score: -32714954.000000 Penalty: 6268.762207
	Iteration 54Q: 3 clusters Score -3.271495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 304516 members 
Entering Unmasked Estep 
Score: -32714950.000000 Penalty: 6268.762207
	Iteration 55Q: 3 clusters Score -3.271495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 304541 members 
Entering Unmasked Estep 
Score: -32714958.000000 Penalty: 6268.762207
	Iteration 56Q: 3 clusters Score -3.271496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 304566 members 
Entering Unmasked Estep 
Score: -32714962.000000 Penalty: 6268.762207
	Iteration 57Q: 3 clusters Score -3.271496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 304589 members 
Entering Unmasked Estep 
Score: -32714970.000000 Penalty: 6268.762207
	Iteration 58Q: 3 clusters Score -3.271497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 304611 members 
Entering Unmasked Estep 
Score: -32714968.000000 Penalty: 6268.762207
	Iteration 59Q: 3 clusters Score -3.271497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 304631 members 
Entering Unmasked Estep 
Score: -32714978.000000 Penalty: 6268.762207
	Iteration 60F: 3 clusters Score -3.271498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 304653 members 
Entering Unmasked Estep 
Score: -32714964.000000 Penalty: 6268.762207
	Iteration 61Q: 3 clusters Score -3.271496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 304681 members 
Entering Unmasked Estep 
Score: -32714992.000000 Penalty: 6268.762207
	Iteration 62Q: 3 clusters Score -3.271499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 304700 members 
Entering Unmasked Estep 
Score: -32714990.000000 Penalty: 6268.762207
	Iteration 63Q: 3 clusters Score -3.271499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 304713 members 
Entering Unmasked Estep 
Score: -32714996.000000 Penalty: 6268.762207
	Iteration 64Q: 3 clusters Score -3.2715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 304725 members 
Entering Unmasked Estep 
Score: -32715012.000000 Penalty: 6268.762207
	Iteration 65Q: 3 clusters Score -3.271501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 304734 members 
Entering Unmasked Estep 
Score: -32714990.000000 Penalty: 6268.762207
	Iteration 66Q: 3 clusters Score -3.271499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 304745 members 
Entering Unmasked Estep 
Score: -32715004.000000 Penalty: 6268.762207
	Iteration 67Q: 3 clusters Score -3.2715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 304757 members 
Entering Unmasked Estep 
Score: -32715018.000000 Penalty: 6268.762207
	Iteration 68Q: 3 clusters Score -3.271502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 304768 members 
Entering Unmasked Estep 
Score: -32715004.000000 Penalty: 6268.762207
	Iteration 69Q: 3 clusters Score -3.2715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 304777 members 
Entering Unmasked Estep 
Score: -32714996.000000 Penalty: 6268.762207
	Iteration 70Q: 3 clusters Score -3.2715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 304785 members 
Entering Unmasked Estep 
Score: -32715006.000000 Penalty: 6268.762207
	Iteration 71Q: 3 clusters Score -3.271501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 304795 members 
Entering Unmasked Estep 
Score: -32714974.000000 Penalty: 6268.762207
	Iteration 72Q: 3 clusters Score -3.271497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 304802 members 
Entering Unmasked Estep 
Score: -32714984.000000 Penalty: 6268.762207
	Iteration 73Q: 3 clusters Score -3.271498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 304808 members 
Entering Unmasked Estep 
Score: -32715002.000000 Penalty: 6268.762207
	Iteration 74Q: 3 clusters Score -3.2715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 304813 members 
Entering Unmasked Estep 
Score: -32715014.000000 Penalty: 6268.762207
	Iteration 75Q: 3 clusters Score -3.271501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 304820 members 
Entering Unmasked Estep 
Score: -32715016.000000 Penalty: 6268.762207
	Iteration 76Q: 3 clusters Score -3.271502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 304823 members 
Entering Unmasked Estep 
Score: -32715018.000000 Penalty: 6268.762207
	Iteration 77Q: 3 clusters Score -3.271502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 304824 members 
Entering Unmasked Estep 
Score: -32715028.000000 Penalty: 6268.762207
	Iteration 78Q: 3 clusters Score -3.271503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 304824 members 
Entering Unmasked Estep 
Score: -32715028.000000 Penalty: 6268.762207
	Iteration 79F: 3 clusters Score -3.271503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -684697.250000 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -684697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -679033.250000 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -679033.2 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -680554.625000 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -680554.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -680838.375000 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -680838.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -681031.187500 Penalty: 4378.497070
	Iteration 3F: 3 clusters Score -681031.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -681179.437500 Penalty: 4378.497070
	Iteration 4Q: 3 clusters Score -681179.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -681297.187500 Penalty: 4378.497070
	Iteration 5Q: 3 clusters Score -681297.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -681408.750000 Penalty: 4378.497070
	Iteration 6Q: 3 clusters Score -681408.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -681508.687500 Penalty: 4378.497070
	Iteration 7Q: 3 clusters Score -681508.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -681615.625000 Penalty: 4378.497070
	Iteration 8Q: 3 clusters Score -681615.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -681733.625000 Penalty: 4378.497070
	Iteration 9Q: 3 clusters Score -681733.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -681850.125000 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -681850.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -681965.875000 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -681965.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -682077.500000 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -682077.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -682181.937500 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -682181.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -682276.187500 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -682276.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -682365.437500 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -682365.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -682447.187500 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -682447.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -682514.312500 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -682514.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -682559.812500 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -682559.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -682587.750000 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -682587.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -682606.125000 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -682606.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -682618.625000 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -682618.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -682626.250000 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -682626.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -682633.062500 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -682633.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -682641.437500 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -682641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -682645.312500 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -682645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -682647.125000 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -682647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -682648.687500 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -682648.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -682651.000000 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -682651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -682655.500000 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -682655.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -682660.750000 Penalty: 4378.497070
	Iteration 30Q: 3 clusters Score -682660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -682665.812500 Penalty: 4378.497070
	Iteration 31Q: 3 clusters Score -682665.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -682669.812500 Penalty: 4378.497070
	Iteration 32Q: 3 clusters Score -682669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -682673.187500 Penalty: 4378.497070
	Iteration 33Q: 3 clusters Score -682673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -682677.625000 Penalty: 4378.497070
	Iteration 34Q: 3 clusters Score -682677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -682681.937500 Penalty: 4378.497070
	Iteration 35Q: 3 clusters Score -682681.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -682686.687500 Penalty: 4378.497070
	Iteration 36Q: 3 clusters Score -682686.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -682690.875000 Penalty: 4378.497070
	Iteration 37Q: 3 clusters Score -682690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -682692.500000 Penalty: 4378.497070
	Iteration 38Q: 3 clusters Score -682692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -682694.000000 Penalty: 4378.497070
	Iteration 39Q: 3 clusters Score -682694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -682695.500000 Penalty: 4378.497070
	Iteration 40F: 3 clusters Score -682695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -682697.375000 Penalty: 4378.497070
	Iteration 41Q: 3 clusters Score -682697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -682699.250000 Penalty: 4378.497070
	Iteration 42Q: 3 clusters Score -682699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -682702.062500 Penalty: 4378.497070
	Iteration 43Q: 3 clusters Score -682702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -682701.687500 Penalty: 4378.497070
	Iteration 44Q: 3 clusters Score -682701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -682702.000000 Penalty: 4378.497070
	Iteration 45Q: 3 clusters Score -682702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -682703.000000 Penalty: 4378.497070
	Iteration 46Q: 3 clusters Score -682703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -682702.312500 Penalty: 4378.497070
	Iteration 47Q: 3 clusters Score -682702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -682702.312500 Penalty: 4378.497070
	Iteration 48F: 3 clusters Score -682702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -31392.845703 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -31392.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30009.462891 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -30009.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30152.451172 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -30152.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30208.160156 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -30208.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30220.275391 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -30220.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30230.732422 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -30230.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30234.998047 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -30235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30240.500000 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -30240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30249.273438 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -30249.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30249.273438 Penalty: 2935.771240
	Iteration 8F: 3 clusters Score -30249.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Entering Unmasked Estep 
Score: -3454258.500000 Penalty: 2577.848145
	Iteration 0F: 2 clusters Score -3454258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3432052.250000 Penalty: 5155.696289
	Iteration 0F: 3 clusters Score -3432052 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3440126.500000 Penalty: 5155.696289
	Iteration 1F: 3 clusters Score -3440126 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3440653.250000 Penalty: 5155.696289
	Iteration 2Q: 3 clusters Score -3440653 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3441196.000000 Penalty: 5155.696289
	Iteration 3Q: 3 clusters Score -3441196 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3441756.500000 Penalty: 5155.696289
	Iteration 4Q: 3 clusters Score -3441756 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3442538.250000 Penalty: 5155.696289
	Iteration 5Q: 3 clusters Score -3442538 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3443676.000000 Penalty: 5155.696289
	Iteration 6F: 3 clusters Score -3443676 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3445319.500000 Penalty: 5155.696289
	Iteration 7F: 3 clusters Score -3445320 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3447341.250000 Penalty: 5155.696289
	Iteration 8F: 3 clusters Score -3447341 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3449242.500000 Penalty: 5155.696289
	Iteration 9F: 3 clusters Score -3449242 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3450633.250000 Penalty: 5155.696289
	Iteration 10Q: 3 clusters Score -3450633 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3451343.000000 Penalty: 5155.696289
	Iteration 11Q: 3 clusters Score -3451343 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3451666.000000 Penalty: 5155.696289
	Iteration 12Q: 3 clusters Score -3451666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3451807.250000 Penalty: 5155.696289
	Iteration 13Q: 3 clusters Score -3451807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -3451878.000000 Penalty: 5155.696289
	Iteration 14Q: 3 clusters Score -3451878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3451912.750000 Penalty: 5155.696289
	Iteration 15Q: 3 clusters Score -3451913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -3451941.750000 Penalty: 5155.696289
	Iteration 16Q: 3 clusters Score -3451942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3451964.250000 Penalty: 5155.696289
	Iteration 17Q: 3 clusters Score -3451964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3451987.500000 Penalty: 5155.696289
	Iteration 18Q: 3 clusters Score -3451988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3451997.500000 Penalty: 5155.696289
	Iteration 19Q: 3 clusters Score -3451998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3452006.000000 Penalty: 5155.696289
	Iteration 20F: 3 clusters Score -3452006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3452007.000000 Penalty: 5155.696289
	Iteration 21Q: 3 clusters Score -3452007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3452010.750000 Penalty: 5155.696289
	Iteration 22Q: 3 clusters Score -3452011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -3452016.750000 Penalty: 5155.696289
	Iteration 23Q: 3 clusters Score -3452017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3452018.500000 Penalty: 5155.696289
	Iteration 24Q: 3 clusters Score -3452018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3452019.250000 Penalty: 5155.696289
	Iteration 25Q: 3 clusters Score -3452019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3452019.250000 Penalty: 5155.696289
	Iteration 26F: 3 clusters Score -3452019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (405380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405380 members 
Entering Unmasked Estep 
Score: -42827392.000000 Penalty: 3202.320068
	Iteration 0F: 2 clusters Score -4.282739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202767 members 
Mstep: Class 2 contains 202613 members 
Entering Unmasked Estep 
Score: -42582156.000000 Penalty: 6404.640137
	Iteration 0F: 3 clusters Score -4.258216e+07 nChanged 197258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200519 members 
Mstep: Class 2 contains 204861 members 
Entering Unmasked Estep 
Score: -42699872.000000 Penalty: 6404.640137
	Iteration 1F: 3 clusters Score -4.269987e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199875 members 
Mstep: Class 2 contains 205505 members 
Entering Unmasked Estep 
Score: -42701924.000000 Penalty: 6404.640137
	Iteration 2Q: 3 clusters Score -4.270192e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198837 members 
Mstep: Class 2 contains 206543 members 
Entering Unmasked Estep 
Score: -42704716.000000 Penalty: 6404.640137
	Iteration 3Q: 3 clusters Score -4.270472e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197275 members 
Mstep: Class 2 contains 208105 members 
Entering Unmasked Estep 
Score: -42708420.000000 Penalty: 6404.640137
	Iteration 4Q: 3 clusters Score -4.270842e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195161 members 
Mstep: Class 2 contains 210219 members 
Entering Unmasked Estep 
Score: -42713724.000000 Penalty: 6404.640137
	Iteration 5Q: 3 clusters Score -4.271372e+07 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192304 members 
Mstep: Class 2 contains 213076 members 
Entering Unmasked Estep 
Score: -42722244.000000 Penalty: 6404.640137
	Iteration 6Q: 3 clusters Score -4.272224e+07 nChanged 21769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188587 members 
Mstep: Class 2 contains 216793 members 
Entering Unmasked Estep 
Score: -42736532.000000 Penalty: 6404.640137
	Iteration 7F: 3 clusters Score -4.273653e+07 nChanged 25718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 220603 members 
Entering Unmasked Estep 
Score: -42756968.000000 Penalty: 6404.640137
	Iteration 8F: 3 clusters Score -4.275697e+07 nChanged 26200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 223519 members 
Entering Unmasked Estep 
Score: -42774600.000000 Penalty: 6404.640137
	Iteration 9F: 3 clusters Score -4.27746e+07 nChanged 19410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179569 members 
Mstep: Class 2 contains 225811 members 
Entering Unmasked Estep 
Score: -42781636.000000 Penalty: 6404.640137
	Iteration 10Q: 3 clusters Score -4.278164e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 227670 members 
Entering Unmasked Estep 
Score: -42783840.000000 Penalty: 6404.640137
	Iteration 11Q: 3 clusters Score -4.278384e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 229131 members 
Entering Unmasked Estep 
Score: -42784220.000000 Penalty: 6404.640137
	Iteration 12Q: 3 clusters Score -4.278422e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 230414 members 
Entering Unmasked Estep 
Score: -42784648.000000 Penalty: 6404.640137
	Iteration 13Q: 3 clusters Score -4.278465e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 231622 members 
Entering Unmasked Estep 
Score: -42784968.000000 Penalty: 6404.640137
	Iteration 14Q: 3 clusters Score -4.278497e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 232789 members 
Entering Unmasked Estep 
Score: -42785288.000000 Penalty: 6404.640137
	Iteration 15Q: 3 clusters Score -4.278529e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 233890 members 
Entering Unmasked Estep 
Score: -42785704.000000 Penalty: 6404.640137
	Iteration 16Q: 3 clusters Score -4.27857e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170476 members 
Mstep: Class 2 contains 234904 members 
Entering Unmasked Estep 
Score: -42785960.000000 Penalty: 6404.640137
	Iteration 17Q: 3 clusters Score -4.278596e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169458 members 
Mstep: Class 2 contains 235922 members 
Entering Unmasked Estep 
Score: -42786452.000000 Penalty: 6404.640137
	Iteration 18Q: 3 clusters Score -4.278645e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 236845 members 
Entering Unmasked Estep 
Score: -42786800.000000 Penalty: 6404.640137
	Iteration 19Q: 3 clusters Score -4.27868e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 237647 members 
Entering Unmasked Estep 
Score: -42787172.000000 Penalty: 6404.640137
	Iteration 20F: 3 clusters Score -4.278717e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 238436 members 
Entering Unmasked Estep 
Score: -42787328.000000 Penalty: 6404.640137
	Iteration 21Q: 3 clusters Score -4.278733e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 239131 members 
Entering Unmasked Estep 
Score: -42787368.000000 Penalty: 6404.640137
	Iteration 22Q: 3 clusters Score -4.278737e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 239682 members 
Entering Unmasked Estep 
Score: -42787740.000000 Penalty: 6404.640137
	Iteration 23Q: 3 clusters Score -4.278774e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 240201 members 
Entering Unmasked Estep 
Score: -42787880.000000 Penalty: 6404.640137
	Iteration 24Q: 3 clusters Score -4.278788e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 240614 members 
Entering Unmasked Estep 
Score: -42788080.000000 Penalty: 6404.640137
	Iteration 25Q: 3 clusters Score -4.278808e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 240958 members 
Entering Unmasked Estep 
Score: -42788020.000000 Penalty: 6404.640137
	Iteration 26Q: 3 clusters Score -4.278802e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 241218 members 
Entering Unmasked Estep 
Score: -42788112.000000 Penalty: 6404.640137
	Iteration 27Q: 3 clusters Score -4.278811e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 241422 members 
Entering Unmasked Estep 
Score: -42788136.000000 Penalty: 6404.640137
	Iteration 28Q: 3 clusters Score -4.278814e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163890 members 
Mstep: Class 2 contains 241490 members 
Entering Unmasked Estep 
Score: -42788296.000000 Penalty: 6404.640137
	Iteration 29Q: 3 clusters Score -4.27883e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 241479 members 
Entering Unmasked Estep 
Score: -42788468.000000 Penalty: 6404.640137
	Iteration 30Q: 3 clusters Score -4.278847e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163932 members 
Mstep: Class 2 contains 241448 members 
Entering Unmasked Estep 
Score: -42788608.000000 Penalty: 6404.640137
	Iteration 31Q: 3 clusters Score -4.278861e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164026 members 
Mstep: Class 2 contains 241354 members 
Entering Unmasked Estep 
Score: -42788796.000000 Penalty: 6404.640137
	Iteration 32Q: 3 clusters Score -4.27888e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 241197 members 
Entering Unmasked Estep 
Score: -42788956.000000 Penalty: 6404.640137
	Iteration 33Q: 3 clusters Score -4.278896e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164391 members 
Mstep: Class 2 contains 240989 members 
Entering Unmasked Estep 
Score: -42789064.000000 Penalty: 6404.640137
	Iteration 34Q: 3 clusters Score -4.278906e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 240712 members 
Entering Unmasked Estep 
Score: -42789120.000000 Penalty: 6404.640137
	Iteration 35Q: 3 clusters Score -4.278912e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 240373 members 
Entering Unmasked Estep 
Score: -42789264.000000 Penalty: 6404.640137
	Iteration 36Q: 3 clusters Score -4.278926e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 239898 members 
Entering Unmasked Estep 
Score: -42789348.000000 Penalty: 6404.640137
	Iteration 37Q: 3 clusters Score -4.278935e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166035 members 
Mstep: Class 2 contains 239345 members 
Entering Unmasked Estep 
Score: -42789376.000000 Penalty: 6404.640137
	Iteration 38Q: 3 clusters Score -4.278938e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 238705 members 
Entering Unmasked Estep 
Score: -42789524.000000 Penalty: 6404.640137
	Iteration 39Q: 3 clusters Score -4.278952e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 237960 members 
Entering Unmasked Estep 
Score: -42789612.000000 Penalty: 6404.640137
	Iteration 40F: 3 clusters Score -4.278961e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 237154 members 
Entering Unmasked Estep 
Score: -42789804.000000 Penalty: 6404.640137
	Iteration 41Q: 3 clusters Score -4.27898e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169186 members 
Mstep: Class 2 contains 236194 members 
Entering Unmasked Estep 
Score: -42789876.000000 Penalty: 6404.640137
	Iteration 42Q: 3 clusters Score -4.278988e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170282 members 
Mstep: Class 2 contains 235098 members 
Entering Unmasked Estep 
Score: -42790048.000000 Penalty: 6404.640137
	Iteration 43Q: 3 clusters Score -4.279005e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 233850 members 
Entering Unmasked Estep 
Score: -42790144.000000 Penalty: 6404.640137
	Iteration 44Q: 3 clusters Score -4.279014e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 232428 members 
Entering Unmasked Estep 
Score: -42790296.000000 Penalty: 6404.640137
	Iteration 45Q: 3 clusters Score -4.27903e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 230904 members 
Entering Unmasked Estep 
Score: -42790208.000000 Penalty: 6404.640137
	Iteration 46Q: 3 clusters Score -4.279021e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 229210 members 
Entering Unmasked Estep 
Score: -42790280.000000 Penalty: 6404.640137
	Iteration 47Q: 3 clusters Score -4.279028e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177977 members 
Mstep: Class 2 contains 227403 members 
Entering Unmasked Estep 
Score: -42790452.000000 Penalty: 6404.640137
	Iteration 48Q: 3 clusters Score -4.279045e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179943 members 
Mstep: Class 2 contains 225437 members 
Entering Unmasked Estep 
Score: -42790496.000000 Penalty: 6404.640137
	Iteration 49Q: 3 clusters Score -4.27905e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182173 members 
Mstep: Class 2 contains 223207 members 
Entering Unmasked Estep 
Score: -42790776.000000 Penalty: 6404.640137
	Iteration 50Q: 3 clusters Score -4.279078e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 220772 members 
Entering Unmasked Estep 
Score: -42791088.000000 Penalty: 6404.640137
	Iteration 51Q: 3 clusters Score -4.279109e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187318 members 
Mstep: Class 2 contains 218062 members 
Entering Unmasked Estep 
Score: -42791388.000000 Penalty: 6404.640137
	Iteration 52Q: 3 clusters Score -4.279139e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190387 members 
Mstep: Class 2 contains 214993 members 
Entering Unmasked Estep 
Score: -42791620.000000 Penalty: 6404.640137
	Iteration 53Q: 3 clusters Score -4.279162e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193765 members 
Mstep: Class 2 contains 211615 members 
Entering Unmasked Estep 
Score: -42792388.000000 Penalty: 6404.640137
	Iteration 54Q: 3 clusters Score -4.279239e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197500 members 
Mstep: Class 2 contains 207880 members 
Entering Unmasked Estep 
Score: -42792904.000000 Penalty: 6404.640137
	Iteration 55Q: 3 clusters Score -4.27929e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201685 members 
Mstep: Class 2 contains 203695 members 
Entering Unmasked Estep 
Score: -42793540.000000 Penalty: 6404.640137
	Iteration 56Q: 3 clusters Score -4.279354e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206301 members 
Mstep: Class 2 contains 199079 members 
Entering Unmasked Estep 
Score: -42794308.000000 Penalty: 6404.640137
	Iteration 57Q: 3 clusters Score -4.279431e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211382 members 
Mstep: Class 2 contains 193998 members 
Entering Unmasked Estep 
Score: -42795364.000000 Penalty: 6404.640137
	Iteration 58Q: 3 clusters Score -4.279536e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216793 members 
Mstep: Class 2 contains 188587 members 
Entering Unmasked Estep 
Score: -42796508.000000 Penalty: 6404.640137
	Iteration 59Q: 3 clusters Score -4.279651e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222505 members 
Mstep: Class 2 contains 182875 members 
Entering Unmasked Estep 
Score: -42797764.000000 Penalty: 6404.640137
	Iteration 60F: 3 clusters Score -4.279776e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228562 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -42799412.000000 Penalty: 6404.640137
	Iteration 61Q: 3 clusters Score -4.279941e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234954 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -42801372.000000 Penalty: 6404.640137
	Iteration 62Q: 3 clusters Score -4.280137e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241513 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -42803252.000000 Penalty: 6404.640137
	Iteration 63Q: 3 clusters Score -4.280325e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248223 members 
Mstep: Class 2 contains 157157 members 
Entering Unmasked Estep 
Score: -42805064.000000 Penalty: 6404.640137
	Iteration 64Q: 3 clusters Score -4.280506e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254966 members 
Mstep: Class 2 contains 150414 members 
Entering Unmasked Estep 
Score: -42807304.000000 Penalty: 6404.640137
	Iteration 65Q: 3 clusters Score -4.28073e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261773 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -42809176.000000 Penalty: 6404.640137
	Iteration 66Q: 3 clusters Score -4.280918e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268584 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -42811152.000000 Penalty: 6404.640137
	Iteration 67Q: 3 clusters Score -4.281115e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275372 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -42812852.000000 Penalty: 6404.640137
	Iteration 68Q: 3 clusters Score -4.281285e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282151 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -42814940.000000 Penalty: 6404.640137
	Iteration 69Q: 3 clusters Score -4.281494e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288970 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -42816928.000000 Penalty: 6404.640137
	Iteration 70Q: 3 clusters Score -4.281693e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295664 members 
Mstep: Class 2 contains 109716 members 
Entering Unmasked Estep 
Score: -42818740.000000 Penalty: 6404.640137
	Iteration 71Q: 3 clusters Score -4.281874e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302261 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -42820776.000000 Penalty: 6404.640137
	Iteration 72Q: 3 clusters Score -4.282078e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308764 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -42823116.000000 Penalty: 6404.640137
	Iteration 73Q: 3 clusters Score -4.282312e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314917 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -42825100.000000 Penalty: 6404.640137
	Iteration 74Q: 3 clusters Score -4.28251e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320716 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -42826876.000000 Penalty: 6404.640137
	Iteration 75Q: 3 clusters Score -4.282688e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326274 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -42828268.000000 Penalty: 6404.640137
	Iteration 76Q: 3 clusters Score -4.282827e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331527 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -42829316.000000 Penalty: 6404.640137
	Iteration 77Q: 3 clusters Score -4.282932e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336421 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -42830156.000000 Penalty: 6404.640137
	Iteration 78Q: 3 clusters Score -4.283016e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340890 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -42830288.000000 Penalty: 6404.640137
	Iteration 79Q: 3 clusters Score -4.283029e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344904 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -42831500.000000 Penalty: 6404.640137
	Iteration 80F: 3 clusters Score -4.28315e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349473 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -42831920.000000 Penalty: 6404.640137
	Iteration 81Q: 3 clusters Score -4.283192e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353604 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -42832580.000000 Penalty: 6404.640137
	Iteration 82Q: 3 clusters Score -4.283258e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357330 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -42832892.000000 Penalty: 6404.640137
	Iteration 83Q: 3 clusters Score -4.283289e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360702 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -42833004.000000 Penalty: 6404.640137
	Iteration 84Q: 3 clusters Score -4.2833e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363791 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -42832860.000000 Penalty: 6404.640137
	Iteration 85Q: 3 clusters Score -4.283286e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366555 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -42832852.000000 Penalty: 6404.640137
	Iteration 86Q: 3 clusters Score -4.283285e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368995 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -42832744.000000 Penalty: 6404.640137
	Iteration 87Q: 3 clusters Score -4.283274e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371218 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -42832528.000000 Penalty: 6404.640137
	Iteration 88Q: 3 clusters Score -4.283253e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373249 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -42832048.000000 Penalty: 6404.640137
	Iteration 89Q: 3 clusters Score -4.283205e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375091 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -42831784.000000 Penalty: 6404.640137
	Iteration 90Q: 3 clusters Score -4.283178e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376802 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -42831688.000000 Penalty: 6404.640137
	Iteration 91Q: 3 clusters Score -4.283169e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378378 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -42831396.000000 Penalty: 6404.640137
	Iteration 92Q: 3 clusters Score -4.28314e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379857 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -42831160.000000 Penalty: 6404.640137
	Iteration 93Q: 3 clusters Score -4.283116e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381247 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -42830884.000000 Penalty: 6404.640137
	Iteration 94Q: 3 clusters Score -4.283088e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382486 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -42830520.000000 Penalty: 6404.640137
	Iteration 95Q: 3 clusters Score -4.283052e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383623 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -42830184.000000 Penalty: 6404.640137
	Iteration 96Q: 3 clusters Score -4.283018e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384668 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -42829864.000000 Penalty: 6404.640137
	Iteration 97Q: 3 clusters Score -4.282986e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385647 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -42829672.000000 Penalty: 6404.640137
	Iteration 98Q: 3 clusters Score -4.282967e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386537 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -42829284.000000 Penalty: 6404.640137
	Iteration 99Q: 3 clusters Score -4.282928e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387414 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -42829128.000000 Penalty: 6404.640137
	Iteration 100F: 3 clusters Score -4.282913e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388263 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -42828856.000000 Penalty: 6404.640137
	Iteration 101Q: 3 clusters Score -4.282886e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389039 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -42828764.000000 Penalty: 6404.640137
	Iteration 102Q: 3 clusters Score -4.282876e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389766 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -42828612.000000 Penalty: 6404.640137
	Iteration 103Q: 3 clusters Score -4.282861e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390437 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -42828420.000000 Penalty: 6404.640137
	Iteration 104Q: 3 clusters Score -4.282842e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391065 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -42828356.000000 Penalty: 6404.640137
	Iteration 105Q: 3 clusters Score -4.282836e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391688 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -42828216.000000 Penalty: 6404.640137
	Iteration 106Q: 3 clusters Score -4.282822e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392267 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -42827868.000000 Penalty: 6404.640137
	Iteration 107Q: 3 clusters Score -4.282787e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392828 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -42827760.000000 Penalty: 6404.640137
	Iteration 108Q: 3 clusters Score -4.282776e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393319 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -42827584.000000 Penalty: 6404.640137
	Iteration 109Q: 3 clusters Score -4.282758e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393773 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -42827356.000000 Penalty: 6404.640137
	Iteration 110Q: 3 clusters Score -4.282736e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394228 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -42827208.000000 Penalty: 6404.640137
	Iteration 111Q: 3 clusters Score -4.282721e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394645 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -42827140.000000 Penalty: 6404.640137
	Iteration 112Q: 3 clusters Score -4.282714e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395029 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -42827004.000000 Penalty: 6404.640137
	Iteration 113Q: 3 clusters Score -4.2827e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395433 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -42826864.000000 Penalty: 6404.640137
	Iteration 114Q: 3 clusters Score -4.282686e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395830 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -42826824.000000 Penalty: 6404.640137
	Iteration 115Q: 3 clusters Score -4.282682e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396236 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -42826620.000000 Penalty: 6404.640137
	Iteration 116Q: 3 clusters Score -4.282662e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396633 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -42826448.000000 Penalty: 6404.640137
	Iteration 117Q: 3 clusters Score -4.282645e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397039 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -42826316.000000 Penalty: 6404.640137
	Iteration 118Q: 3 clusters Score -4.282632e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397410 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -42826268.000000 Penalty: 6404.640137
	Iteration 119Q: 3 clusters Score -4.282627e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397808 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -42826044.000000 Penalty: 6404.640137
	Iteration 120F: 3 clusters Score -4.282604e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398196 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -42826008.000000 Penalty: 6404.640137
	Iteration 121Q: 3 clusters Score -4.282601e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398591 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -42825996.000000 Penalty: 6404.640137
	Iteration 122Q: 3 clusters Score -4.2826e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398956 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -42825848.000000 Penalty: 6404.640137
	Iteration 123Q: 3 clusters Score -4.282585e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399296 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -42825748.000000 Penalty: 6404.640137
	Iteration 124Q: 3 clusters Score -4.282575e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399673 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -42825608.000000 Penalty: 6404.640137
	Iteration 125Q: 3 clusters Score -4.282561e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400041 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -42825520.000000 Penalty: 6404.640137
	Iteration 126Q: 3 clusters Score -4.282552e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400446 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -42825432.000000 Penalty: 6404.640137
	Iteration 127Q: 3 clusters Score -4.282543e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400841 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -42825420.000000 Penalty: 6404.640137
	Iteration 128Q: 3 clusters Score -4.282542e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401213 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -42825416.000000 Penalty: 6404.640137
	Iteration 129Q: 3 clusters Score -4.282542e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401563 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -42825256.000000 Penalty: 6404.640137
	Iteration 130Q: 3 clusters Score -4.282526e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401921 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -42825232.000000 Penalty: 6404.640137
	Iteration 131Q: 3 clusters Score -4.282523e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402228 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -42825168.000000 Penalty: 6404.640137
	Iteration 132Q: 3 clusters Score -4.282517e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402504 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -42825196.000000 Penalty: 6404.640137
	Iteration 133Q: 3 clusters Score -4.28252e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402769 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -42825164.000000 Penalty: 6404.640137
	Iteration 134Q: 3 clusters Score -4.282516e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403006 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -42825164.000000 Penalty: 6404.640137
	Iteration 135Q: 3 clusters Score -4.282516e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403207 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -42825100.000000 Penalty: 6404.640137
	Iteration 136Q: 3 clusters Score -4.28251e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403402 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -42825084.000000 Penalty: 6404.640137
	Iteration 137Q: 3 clusters Score -4.282508e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403551 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -42825004.000000 Penalty: 6404.640137
	Iteration 138Q: 3 clusters Score -4.2825e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403686 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -42824952.000000 Penalty: 6404.640137
	Iteration 139Q: 3 clusters Score -4.282495e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403797 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -42824944.000000 Penalty: 6404.640137
	Iteration 140F: 3 clusters Score -4.282494e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403894 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -42824952.000000 Penalty: 6404.640137
	Iteration 141Q: 3 clusters Score -4.282495e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403988 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -42824988.000000 Penalty: 6404.640137
	Iteration 142Q: 3 clusters Score -4.282499e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404063 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -42824972.000000 Penalty: 6404.640137
	Iteration 143Q: 3 clusters Score -4.282497e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404124 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -42824944.000000 Penalty: 6404.640137
	Iteration 144Q: 3 clusters Score -4.282494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404170 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -42824960.000000 Penalty: 6404.640137
	Iteration 145Q: 3 clusters Score -4.282496e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404206 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -42824964.000000 Penalty: 6404.640137
	Iteration 146Q: 3 clusters Score -4.282496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404241 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -42824996.000000 Penalty: 6404.640137
	Iteration 147Q: 3 clusters Score -4.2825e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404278 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -42825040.000000 Penalty: 6404.640137
	Iteration 148Q: 3 clusters Score -4.282504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404304 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -42825008.000000 Penalty: 6404.640137
	Iteration 149Q: 3 clusters Score -4.282501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404327 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -42825028.000000 Penalty: 6404.640137
	Iteration 150Q: 3 clusters Score -4.282503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -42825044.000000 Penalty: 6404.640137
	Iteration 151Q: 3 clusters Score -4.282504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404355 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -42825028.000000 Penalty: 6404.640137
	Iteration 152Q: 3 clusters Score -4.282503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404371 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -42824992.000000 Penalty: 6404.640137
	Iteration 153Q: 3 clusters Score -4.282499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404380 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -42824996.000000 Penalty: 6404.640137
	Iteration 154Q: 3 clusters Score -4.2825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404390 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -42824996.000000 Penalty: 6404.640137
	Iteration 155Q: 3 clusters Score -4.2825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404396 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -42825024.000000 Penalty: 6404.640137
	Iteration 156Q: 3 clusters Score -4.282502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404399 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -42825028.000000 Penalty: 6404.640137
	Iteration 157Q: 3 clusters Score -4.282503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404406 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -42825016.000000 Penalty: 6404.640137
	Iteration 158Q: 3 clusters Score -4.282502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404412 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -42824988.000000 Penalty: 6404.640137
	Iteration 159Q: 3 clusters Score -4.282499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404417 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -42825020.000000 Penalty: 6404.640137
	Iteration 160F: 3 clusters Score -4.282502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404424 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -42824992.000000 Penalty: 6404.640137
	Iteration 161Q: 3 clusters Score -4.282499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404427 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -42824984.000000 Penalty: 6404.640137
	Iteration 162Q: 3 clusters Score -4.282498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404430 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -42824988.000000 Penalty: 6404.640137
	Iteration 163Q: 3 clusters Score -4.282499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404431 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -42824988.000000 Penalty: 6404.640137
	Iteration 164Q: 3 clusters Score -4.282499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404432 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -42824988.000000 Penalty: 6404.640137
	Iteration 165Q: 3 clusters Score -4.282499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404433 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -42824972.000000 Penalty: 6404.640137
	Iteration 166Q: 3 clusters Score -4.282497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404433 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -42824984.000000 Penalty: 6404.640137
	Iteration 167Q: 3 clusters Score -4.282498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404434 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -42825004.000000 Penalty: 6404.640137
	Iteration 168Q: 3 clusters Score -4.2825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404434 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -42825004.000000 Penalty: 6404.640137
	Iteration 169F: 3 clusters Score -4.2825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -8551.315430 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -8551.315 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: -7810.450684 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -7810.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7818.069824 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -7818.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7818.069824 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -7818.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Entering Unmasked Estep 
Score: -2410026.750000 Penalty: 2508.861816
	Iteration 0F: 2 clusters Score -2410027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2392859.000000 Penalty: 5017.723633
	Iteration 0F: 3 clusters Score -2392859 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2398893.250000 Penalty: 5017.723633
	Iteration 1F: 3 clusters Score -2398893 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2399404.250000 Penalty: 5017.723633
	Iteration 2F: 3 clusters Score -2399404 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2399876.000000 Penalty: 5017.723633
	Iteration 3Q: 3 clusters Score -2399876 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2400315.250000 Penalty: 5017.723633
	Iteration 4Q: 3 clusters Score -2400315 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2400678.250000 Penalty: 5017.723633
	Iteration 5Q: 3 clusters Score -2400678 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2401024.750000 Penalty: 5017.723633
	Iteration 6Q: 3 clusters Score -2401025 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2401381.250000 Penalty: 5017.723633
	Iteration 7Q: 3 clusters Score -2401381 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2401760.500000 Penalty: 5017.723633
	Iteration 8Q: 3 clusters Score -2401760 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2402172.500000 Penalty: 5017.723633
	Iteration 9Q: 3 clusters Score -2402172 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2402608.000000 Penalty: 5017.723633
	Iteration 10Q: 3 clusters Score -2402608 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2403064.750000 Penalty: 5017.723633
	Iteration 11Q: 3 clusters Score -2403065 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2403597.000000 Penalty: 5017.723633
	Iteration 12Q: 3 clusters Score -2403597 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2404134.250000 Penalty: 5017.723633
	Iteration 13Q: 3 clusters Score -2404134 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2404588.750000 Penalty: 5017.723633
	Iteration 14Q: 3 clusters Score -2404589 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2404933.500000 Penalty: 5017.723633
	Iteration 15Q: 3 clusters Score -2404934 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2405173.250000 Penalty: 5017.723633
	Iteration 16Q: 3 clusters Score -2405173 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2405347.000000 Penalty: 5017.723633
	Iteration 17Q: 3 clusters Score -2405347 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2405481.250000 Penalty: 5017.723633
	Iteration 18Q: 3 clusters Score -2405481 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2405588.000000 Penalty: 5017.723633
	Iteration 19Q: 3 clusters Score -2405588 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2405699.250000 Penalty: 5017.723633
	Iteration 20F: 3 clusters Score -2405699 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2405802.250000 Penalty: 5017.723633
	Iteration 21Q: 3 clusters Score -2405802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2405902.000000 Penalty: 5017.723633
	Iteration 22Q: 3 clusters Score -2405902 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2405999.500000 Penalty: 5017.723633
	Iteration 23Q: 3 clusters Score -2406000 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2406103.500000 Penalty: 5017.723633
	Iteration 24Q: 3 clusters Score -2406104 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2406193.500000 Penalty: 5017.723633
	Iteration 25Q: 3 clusters Score -2406194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2406265.750000 Penalty: 5017.723633
	Iteration 26Q: 3 clusters Score -2406266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2406337.000000 Penalty: 5017.723633
	Iteration 27Q: 3 clusters Score -2406337 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2406394.750000 Penalty: 5017.723633
	Iteration 28Q: 3 clusters Score -2406395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2406456.000000 Penalty: 5017.723633
	Iteration 29Q: 3 clusters Score -2406456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2406515.000000 Penalty: 5017.723633
	Iteration 30Q: 3 clusters Score -2406515 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2406560.000000 Penalty: 5017.723633
	Iteration 31Q: 3 clusters Score -2406560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2406625.750000 Penalty: 5017.723633
	Iteration 32Q: 3 clusters Score -2406626 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2406687.500000 Penalty: 5017.723633
	Iteration 33Q: 3 clusters Score -2406688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2406735.750000 Penalty: 5017.723633
	Iteration 34Q: 3 clusters Score -2406736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2406778.750000 Penalty: 5017.723633
	Iteration 35Q: 3 clusters Score -2406779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2406817.000000 Penalty: 5017.723633
	Iteration 36Q: 3 clusters Score -2406817 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2406869.000000 Penalty: 5017.723633
	Iteration 37Q: 3 clusters Score -2406869 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2406908.250000 Penalty: 5017.723633
	Iteration 38Q: 3 clusters Score -2406908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2406978.500000 Penalty: 5017.723633
	Iteration 39Q: 3 clusters Score -2406978 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2407036.250000 Penalty: 5017.723633
	Iteration 40F: 3 clusters Score -2407036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2407077.250000 Penalty: 5017.723633
	Iteration 41Q: 3 clusters Score -2407077 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2407123.000000 Penalty: 5017.723633
	Iteration 42Q: 3 clusters Score -2407123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2407164.500000 Penalty: 5017.723633
	Iteration 43Q: 3 clusters Score -2407164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2407199.250000 Penalty: 5017.723633
	Iteration 44Q: 3 clusters Score -2407199 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2407250.250000 Penalty: 5017.723633
	Iteration 45Q: 3 clusters Score -2407250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2407288.750000 Penalty: 5017.723633
	Iteration 46Q: 3 clusters Score -2407289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2407314.000000 Penalty: 5017.723633
	Iteration 47Q: 3 clusters Score -2407314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2407332.000000 Penalty: 5017.723633
	Iteration 48Q: 3 clusters Score -2407332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2407363.000000 Penalty: 5017.723633
	Iteration 49Q: 3 clusters Score -2407363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2407384.000000 Penalty: 5017.723633
	Iteration 50Q: 3 clusters Score -2407384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2407417.000000 Penalty: 5017.723633
	Iteration 51Q: 3 clusters Score -2407417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2407448.250000 Penalty: 5017.723633
	Iteration 52Q: 3 clusters Score -2407448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2407472.250000 Penalty: 5017.723633
	Iteration 53Q: 3 clusters Score -2407472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2407485.500000 Penalty: 5017.723633
	Iteration 54Q: 3 clusters Score -2407486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2407497.750000 Penalty: 5017.723633
	Iteration 55Q: 3 clusters Score -2407498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2407513.750000 Penalty: 5017.723633
	Iteration 56Q: 3 clusters Score -2407514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2407529.000000 Penalty: 5017.723633
	Iteration 57Q: 3 clusters Score -2407529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2407543.750000 Penalty: 5017.723633
	Iteration 58Q: 3 clusters Score -2407544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2407561.500000 Penalty: 5017.723633
	Iteration 59Q: 3 clusters Score -2407562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2407580.750000 Penalty: 5017.723633
	Iteration 60F: 3 clusters Score -2407581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2407597.250000 Penalty: 5017.723633
	Iteration 61Q: 3 clusters Score -2407597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2407616.000000 Penalty: 5017.723633
	Iteration 62Q: 3 clusters Score -2407616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2407637.000000 Penalty: 5017.723633
	Iteration 63Q: 3 clusters Score -2407637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2407652.000000 Penalty: 5017.723633
	Iteration 64Q: 3 clusters Score -2407652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2407671.000000 Penalty: 5017.723633
	Iteration 65Q: 3 clusters Score -2407671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2407683.750000 Penalty: 5017.723633
	Iteration 66Q: 3 clusters Score -2407684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2407699.750000 Penalty: 5017.723633
	Iteration 67Q: 3 clusters Score -2407700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2407716.250000 Penalty: 5017.723633
	Iteration 68Q: 3 clusters Score -2407716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2407727.250000 Penalty: 5017.723633
	Iteration 69Q: 3 clusters Score -2407727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2407748.000000 Penalty: 5017.723633
	Iteration 70Q: 3 clusters Score -2407748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2407757.500000 Penalty: 5017.723633
	Iteration 71Q: 3 clusters Score -2407758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2407762.500000 Penalty: 5017.723633
	Iteration 72Q: 3 clusters Score -2407762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2407775.500000 Penalty: 5017.723633
	Iteration 73Q: 3 clusters Score -2407776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2407784.000000 Penalty: 5017.723633
	Iteration 74Q: 3 clusters Score -2407784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2407790.500000 Penalty: 5017.723633
	Iteration 75Q: 3 clusters Score -2407790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2407798.500000 Penalty: 5017.723633
	Iteration 76Q: 3 clusters Score -2407798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2407807.500000 Penalty: 5017.723633
	Iteration 77Q: 3 clusters Score -2407808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2407812.250000 Penalty: 5017.723633
	Iteration 78Q: 3 clusters Score -2407812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2407819.250000 Penalty: 5017.723633
	Iteration 79Q: 3 clusters Score -2407819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2407819.750000 Penalty: 5017.723633
	Iteration 80F: 3 clusters Score -2407820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2407822.000000 Penalty: 5017.723633
	Iteration 81Q: 3 clusters Score -2407822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2407823.250000 Penalty: 5017.723633
	Iteration 82Q: 3 clusters Score -2407823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2407825.750000 Penalty: 5017.723633
	Iteration 83Q: 3 clusters Score -2407826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2407832.500000 Penalty: 5017.723633
	Iteration 84Q: 3 clusters Score -2407832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2407835.500000 Penalty: 5017.723633
	Iteration 85Q: 3 clusters Score -2407836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2407839.500000 Penalty: 5017.723633
	Iteration 86Q: 3 clusters Score -2407840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2407839.250000 Penalty: 5017.723633
	Iteration 87Q: 3 clusters Score -2407839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2407837.500000 Penalty: 5017.723633
	Iteration 88Q: 3 clusters Score -2407838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2407842.500000 Penalty: 5017.723633
	Iteration 89Q: 3 clusters Score -2407842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2407842.500000 Penalty: 5017.723633
	Iteration 90F: 3 clusters Score -2407842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (229943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229943 members 
Entering Unmasked Estep 
Score: -24511724.000000 Penalty: 3061.705566
	Iteration 0F: 2 clusters Score -2.451172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 114812 members 
Entering Unmasked Estep 
Score: -24360662.000000 Penalty: 6123.411133
	Iteration 0F: 3 clusters Score -2.436066e+07 nChanged 110814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -24425740.000000 Penalty: 6123.411133
	Iteration 1F: 3 clusters Score -2.442574e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118929 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -24426926.000000 Penalty: 6123.411133
	Iteration 2Q: 3 clusters Score -2.442693e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -24428994.000000 Penalty: 6123.411133
	Iteration 3Q: 3 clusters Score -2.442899e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -24431992.000000 Penalty: 6123.411133
	Iteration 4Q: 3 clusters Score -2.443199e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -24436518.000000 Penalty: 6123.411133
	Iteration 5Q: 3 clusters Score -2.443652e+07 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131089 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -24443122.000000 Penalty: 6123.411133
	Iteration 6Q: 3 clusters Score -2.444312e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -24451740.000000 Penalty: 6123.411133
	Iteration 7F: 3 clusters Score -2.445174e+07 nChanged 14037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -24461806.000000 Penalty: 6123.411133
	Iteration 8F: 3 clusters Score -2.446181e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -24471950.000000 Penalty: 6123.411133
	Iteration 9F: 3 clusters Score -2.447195e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147512 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -24479510.000000 Penalty: 6123.411133
	Iteration 10F: 3 clusters Score -2.447951e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -24483690.000000 Penalty: 6123.411133
	Iteration 11Q: 3 clusters Score -2.448369e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150895 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -24485690.000000 Penalty: 6123.411133
	Iteration 12Q: 3 clusters Score -2.448569e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -24486764.000000 Penalty: 6123.411133
	Iteration 13Q: 3 clusters Score -2.448676e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -24487450.000000 Penalty: 6123.411133
	Iteration 14Q: 3 clusters Score -2.448745e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155327 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -24488100.000000 Penalty: 6123.411133
	Iteration 15Q: 3 clusters Score -2.44881e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -24488744.000000 Penalty: 6123.411133
	Iteration 16Q: 3 clusters Score -2.448874e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -24489322.000000 Penalty: 6123.411133
	Iteration 17Q: 3 clusters Score -2.448932e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -24489650.000000 Penalty: 6123.411133
	Iteration 18Q: 3 clusters Score -2.448965e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -24490188.000000 Penalty: 6123.411133
	Iteration 19Q: 3 clusters Score -2.449019e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -24490662.000000 Penalty: 6123.411133
	Iteration 20F: 3 clusters Score -2.449066e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -24491244.000000 Penalty: 6123.411133
	Iteration 21Q: 3 clusters Score -2.449124e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -24491684.000000 Penalty: 6123.411133
	Iteration 22Q: 3 clusters Score -2.449168e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170418 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -24492252.000000 Penalty: 6123.411133
	Iteration 23Q: 3 clusters Score -2.449225e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172771 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -24492604.000000 Penalty: 6123.411133
	Iteration 24Q: 3 clusters Score -2.44926e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -24493042.000000 Penalty: 6123.411133
	Iteration 25Q: 3 clusters Score -2.449304e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -24493604.000000 Penalty: 6123.411133
	Iteration 26Q: 3 clusters Score -2.44936e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -24494188.000000 Penalty: 6123.411133
	Iteration 27Q: 3 clusters Score -2.449419e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182698 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -24494764.000000 Penalty: 6123.411133
	Iteration 28Q: 3 clusters Score -2.449476e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185417 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -24495346.000000 Penalty: 6123.411133
	Iteration 29Q: 3 clusters Score -2.449535e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188206 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -24495970.000000 Penalty: 6123.411133
	Iteration 30Q: 3 clusters Score -2.449597e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -24496760.000000 Penalty: 6123.411133
	Iteration 31Q: 3 clusters Score -2.449676e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194077 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -24497562.000000 Penalty: 6123.411133
	Iteration 32Q: 3 clusters Score -2.449756e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196991 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -24498254.000000 Penalty: 6123.411133
	Iteration 33Q: 3 clusters Score -2.449825e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199909 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -24499210.000000 Penalty: 6123.411133
	Iteration 34Q: 3 clusters Score -2.449921e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202833 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -24500156.000000 Penalty: 6123.411133
	Iteration 35Q: 3 clusters Score -2.450016e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205678 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -24500972.000000 Penalty: 6123.411133
	Iteration 36Q: 3 clusters Score -2.450097e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208468 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -24501782.000000 Penalty: 6123.411133
	Iteration 37Q: 3 clusters Score -2.450178e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211125 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -24502538.000000 Penalty: 6123.411133
	Iteration 38Q: 3 clusters Score -2.450254e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213653 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -24503378.000000 Penalty: 6123.411133
	Iteration 39Q: 3 clusters Score -2.450338e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215895 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -24504034.000000 Penalty: 6123.411133
	Iteration 40F: 3 clusters Score -2.450403e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217891 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -24504860.000000 Penalty: 6123.411133
	Iteration 41Q: 3 clusters Score -2.450486e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219688 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -24505522.000000 Penalty: 6123.411133
	Iteration 42Q: 3 clusters Score -2.450552e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221238 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -24506190.000000 Penalty: 6123.411133
	Iteration 43Q: 3 clusters Score -2.450619e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222523 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -24506626.000000 Penalty: 6123.411133
	Iteration 44Q: 3 clusters Score -2.450663e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223592 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -24507102.000000 Penalty: 6123.411133
	Iteration 45Q: 3 clusters Score -2.45071e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224471 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -24507474.000000 Penalty: 6123.411133
	Iteration 46Q: 3 clusters Score -2.450747e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225168 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -24507592.000000 Penalty: 6123.411133
	Iteration 47Q: 3 clusters Score -2.450759e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225712 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -24507842.000000 Penalty: 6123.411133
	Iteration 48Q: 3 clusters Score -2.450784e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226178 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -24508122.000000 Penalty: 6123.411133
	Iteration 49Q: 3 clusters Score -2.450812e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226557 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -24508234.000000 Penalty: 6123.411133
	Iteration 50Q: 3 clusters Score -2.450823e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226868 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -24508382.000000 Penalty: 6123.411133
	Iteration 51Q: 3 clusters Score -2.450838e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227128 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -24508488.000000 Penalty: 6123.411133
	Iteration 52Q: 3 clusters Score -2.450849e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227340 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -24508604.000000 Penalty: 6123.411133
	Iteration 53Q: 3 clusters Score -2.45086e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227545 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -24508656.000000 Penalty: 6123.411133
	Iteration 54Q: 3 clusters Score -2.450866e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227699 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -24508746.000000 Penalty: 6123.411133
	Iteration 55Q: 3 clusters Score -2.450875e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227836 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24508776.000000 Penalty: 6123.411133
	Iteration 56Q: 3 clusters Score -2.450878e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227937 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24508796.000000 Penalty: 6123.411133
	Iteration 57Q: 3 clusters Score -2.45088e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228028 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -24508866.000000 Penalty: 6123.411133
	Iteration 58Q: 3 clusters Score -2.450887e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228111 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -24508908.000000 Penalty: 6123.411133
	Iteration 59Q: 3 clusters Score -2.450891e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228182 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -24508924.000000 Penalty: 6123.411133
	Iteration 60F: 3 clusters Score -2.450892e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228241 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -24508932.000000 Penalty: 6123.411133
	Iteration 61Q: 3 clusters Score -2.450893e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228292 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24508964.000000 Penalty: 6123.411133
	Iteration 62Q: 3 clusters Score -2.450896e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228336 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -24508988.000000 Penalty: 6123.411133
	Iteration 63Q: 3 clusters Score -2.450899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228379 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -24508996.000000 Penalty: 6123.411133
	Iteration 64Q: 3 clusters Score -2.4509e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228415 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -24509024.000000 Penalty: 6123.411133
	Iteration 65Q: 3 clusters Score -2.450902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228450 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24509052.000000 Penalty: 6123.411133
	Iteration 66Q: 3 clusters Score -2.450905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228480 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24509074.000000 Penalty: 6123.411133
	Iteration 67Q: 3 clusters Score -2.450907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228501 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -24509062.000000 Penalty: 6123.411133
	Iteration 68Q: 3 clusters Score -2.450906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228520 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -24509090.000000 Penalty: 6123.411133
	Iteration 69Q: 3 clusters Score -2.450909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228538 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -24509100.000000 Penalty: 6123.411133
	Iteration 70Q: 3 clusters Score -2.45091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228553 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -24509124.000000 Penalty: 6123.411133
	Iteration 71Q: 3 clusters Score -2.450912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228577 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24509110.000000 Penalty: 6123.411133
	Iteration 72Q: 3 clusters Score -2.450911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228594 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -24509142.000000 Penalty: 6123.411133
	Iteration 73Q: 3 clusters Score -2.450914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228602 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -24509146.000000 Penalty: 6123.411133
	Iteration 74Q: 3 clusters Score -2.450915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228613 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -24509148.000000 Penalty: 6123.411133
	Iteration 75Q: 3 clusters Score -2.450915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228621 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -24509150.000000 Penalty: 6123.411133
	Iteration 76Q: 3 clusters Score -2.450915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228629 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -24509152.000000 Penalty: 6123.411133
	Iteration 77Q: 3 clusters Score -2.450915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228639 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24509156.000000 Penalty: 6123.411133
	Iteration 78Q: 3 clusters Score -2.450916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228641 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -24509168.000000 Penalty: 6123.411133
	Iteration 79Q: 3 clusters Score -2.450917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228646 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -24509176.000000 Penalty: 6123.411133
	Iteration 80F: 3 clusters Score -2.450918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228650 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24509160.000000 Penalty: 6123.411133
	Iteration 81Q: 3 clusters Score -2.450916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228651 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -24509166.000000 Penalty: 6123.411133
	Iteration 82Q: 3 clusters Score -2.450917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228652 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -24509158.000000 Penalty: 6123.411133
	Iteration 83Q: 3 clusters Score -2.450916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228653 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24509158.000000 Penalty: 6123.411133
	Iteration 84Q: 3 clusters Score -2.450916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228654 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -24509162.000000 Penalty: 6123.411133
	Iteration 85Q: 3 clusters Score -2.450916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228656 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -24509168.000000 Penalty: 6123.411133
	Iteration 86Q: 3 clusters Score -2.450917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228656 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -24509168.000000 Penalty: 6123.411133
	Iteration 87F: 3 clusters Score -2.450917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -742080.000000 Penalty: 2193.073242
	Iteration 0F: 2 clusters Score -742080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -736346.312500 Penalty: 4386.146484
	Iteration 0F: 3 clusters Score -736346.3 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -737900.062500 Penalty: 4386.146484
	Iteration 1F: 3 clusters Score -737900.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -738159.250000 Penalty: 4386.146484
	Iteration 2F: 3 clusters Score -738159.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -738333.500000 Penalty: 4386.146484
	Iteration 3Q: 3 clusters Score -738333.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -738457.687500 Penalty: 4386.146484
	Iteration 4Q: 3 clusters Score -738457.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -738547.312500 Penalty: 4386.146484
	Iteration 5Q: 3 clusters Score -738547.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -738619.875000 Penalty: 4386.146484
	Iteration 6Q: 3 clusters Score -738619.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -738691.250000 Penalty: 4386.146484
	Iteration 7Q: 3 clusters Score -738691.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -738761.000000 Penalty: 4386.146484
	Iteration 8Q: 3 clusters Score -738761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -738826.437500 Penalty: 4386.146484
	Iteration 9Q: 3 clusters Score -738826.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -738896.062500 Penalty: 4386.146484
	Iteration 10Q: 3 clusters Score -738896.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -738972.562500 Penalty: 4386.146484
	Iteration 11Q: 3 clusters Score -738972.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -739054.562500 Penalty: 4386.146484
	Iteration 12Q: 3 clusters Score -739054.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -739128.812500 Penalty: 4386.146484
	Iteration 13Q: 3 clusters Score -739128.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -739209.625000 Penalty: 4386.146484
	Iteration 14Q: 3 clusters Score -739209.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -739300.000000 Penalty: 4386.146484
	Iteration 15Q: 3 clusters Score -739300 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -739406.812500 Penalty: 4386.146484
	Iteration 16Q: 3 clusters Score -739406.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -739500.125000 Penalty: 4386.146484
	Iteration 17Q: 3 clusters Score -739500.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -739585.812500 Penalty: 4386.146484
	Iteration 18Q: 3 clusters Score -739585.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -739669.625000 Penalty: 4386.146484
	Iteration 19Q: 3 clusters Score -739669.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -739758.500000 Penalty: 4386.146484
	Iteration 20F: 3 clusters Score -739758.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -739858.625000 Penalty: 4386.146484
	Iteration 21Q: 3 clusters Score -739858.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -739934.562500 Penalty: 4386.146484
	Iteration 22Q: 3 clusters Score -739934.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -740002.625000 Penalty: 4386.146484
	Iteration 23Q: 3 clusters Score -740002.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -740056.500000 Penalty: 4386.146484
	Iteration 24Q: 3 clusters Score -740056.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -740091.125000 Penalty: 4386.146484
	Iteration 25Q: 3 clusters Score -740091.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -740118.437500 Penalty: 4386.146484
	Iteration 26Q: 3 clusters Score -740118.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -740133.562500 Penalty: 4386.146484
	Iteration 27Q: 3 clusters Score -740133.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -740147.437500 Penalty: 4386.146484
	Iteration 28Q: 3 clusters Score -740147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -740154.187500 Penalty: 4386.146484
	Iteration 29Q: 3 clusters Score -740154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -740159.562500 Penalty: 4386.146484
	Iteration 30Q: 3 clusters Score -740159.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -740173.875000 Penalty: 4386.146484
	Iteration 31Q: 3 clusters Score -740173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -740182.875000 Penalty: 4386.146484
	Iteration 32Q: 3 clusters Score -740182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -740195.687500 Penalty: 4386.146484
	Iteration 33Q: 3 clusters Score -740195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -740204.125000 Penalty: 4386.146484
	Iteration 34Q: 3 clusters Score -740204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -740210.062500 Penalty: 4386.146484
	Iteration 35Q: 3 clusters Score -740210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -740210.812500 Penalty: 4386.146484
	Iteration 36Q: 3 clusters Score -740210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -740215.250000 Penalty: 4386.146484
	Iteration 37Q: 3 clusters Score -740215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -740219.687500 Penalty: 4386.146484
	Iteration 38Q: 3 clusters Score -740219.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -740223.625000 Penalty: 4386.146484
	Iteration 39Q: 3 clusters Score -740223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -740225.062500 Penalty: 4386.146484
	Iteration 40F: 3 clusters Score -740225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -740228.937500 Penalty: 4386.146484
	Iteration 41Q: 3 clusters Score -740228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -740232.125000 Penalty: 4386.146484
	Iteration 42Q: 3 clusters Score -740232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -740235.750000 Penalty: 4386.146484
	Iteration 43Q: 3 clusters Score -740235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -740239.187500 Penalty: 4386.146484
	Iteration 44Q: 3 clusters Score -740239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -740242.625000 Penalty: 4386.146484
	Iteration 45Q: 3 clusters Score -740242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -740243.625000 Penalty: 4386.146484
	Iteration 46Q: 3 clusters Score -740243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -740243.687500 Penalty: 4386.146484
	Iteration 47Q: 3 clusters Score -740243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -740243.687500 Penalty: 4386.146484
	Iteration 48F: 3 clusters Score -740243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -174710.406250 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -174710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -172234.453125 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -172234.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -172667.687500 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -172667.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -172801.421875 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -172801.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -172897.265625 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -172897.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -172968.375000 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -172968.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173026.265625 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -173026.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -173064.609375 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -173064.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -173094.578125 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -173094.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -173117.656250 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -173117.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -173130.125000 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -173130.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -173142.484375 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -173142.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -173152.671875 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -173152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -173157.109375 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -173157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -173158.875000 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -173158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -173164.500000 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -173164.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -173170.828125 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -173170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -173181.609375 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -173181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -173190.906250 Penalty: 3705.513672
	Iteration 17Q: 3 clusters Score -173190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -173197.484375 Penalty: 3705.513672
	Iteration 18Q: 3 clusters Score -173197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -173200.734375 Penalty: 3705.513672
	Iteration 19Q: 3 clusters Score -173200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -173203.093750 Penalty: 3705.513672
	Iteration 20F: 3 clusters Score -173203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -173207.375000 Penalty: 3705.513672
	Iteration 21Q: 3 clusters Score -173207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -173212.906250 Penalty: 3705.513672
	Iteration 22Q: 3 clusters Score -173212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -173217.015625 Penalty: 3705.513672
	Iteration 23Q: 3 clusters Score -173217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -173221.890625 Penalty: 3705.513672
	Iteration 24Q: 3 clusters Score -173221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -173222.812500 Penalty: 3705.513672
	Iteration 25Q: 3 clusters Score -173222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -173223.375000 Penalty: 3705.513672
	Iteration 26Q: 3 clusters Score -173223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -173223.375000 Penalty: 3705.513672
	Iteration 27F: 3 clusters Score -173223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -90682.250000 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -90682.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -88730.437500 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -88730.44 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -89091.601562 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -89091.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89196.804688 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -89196.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89298.757812 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -89298.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89368.421875 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -89368.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89456.015625 Penalty: 3421.261719
	Iteration 5Q: 3 clusters Score -89456.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89611.601562 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -89611.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89838.742188 Penalty: 3421.261719
	Iteration 7F: 3 clusters Score -89838.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90256.554688 Penalty: 3421.261719
	Iteration 8F: 3 clusters Score -90256.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90559.632812 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -90559.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90729.804688 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -90729.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90928.265625 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -90928.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91014.695312 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -91014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91078.390625 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -91078.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91169.617188 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -91169.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91219.515625 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -91219.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91243.500000 Penalty: 3421.261719
	Iteration 16Q: 3 clusters Score -91243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91313.226562 Penalty: 3421.261719
	Iteration 17Q: 3 clusters Score -91313.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91521.914062 Penalty: 3421.261719
	Iteration 18Q: 3 clusters Score -91521.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91779.468750 Penalty: 3421.261719
	Iteration 19Q: 3 clusters Score -91779.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91779.468750 Penalty: 3421.261719
	Iteration 20F: 3 clusters Score -91779.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208641 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114577 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308240 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405380 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229943 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
Score: -158371392.000000 Penalty: 95332.726562
Splitting cluster 25 changes total score from -158372096.000000 to -158371392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -29111.130859 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -29111.13 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 160 members 
Entering Unmasked Estep 
Score: -27748.345703 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -27748.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27885.359375 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -27885.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27930.763672 Penalty: 2874.844727
	Iteration 2Q: 3 clusters Score -27930.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27958.382812 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -27958.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27958.382812 Penalty: 2874.844727
	Iteration 4F: 3 clusters Score -27958.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208641 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114577 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308240 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405380 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229943 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 91801.890625
Iteration 239Q: 27 clusters Score -1.583722e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208645 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308241 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405378 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229943 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 91801.890625
Iteration 240F: 27 clusters Score -1.583722e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208649 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308240 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405375 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229943 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 91801.890625
Iteration 241Q: 27 clusters Score -1.583722e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208656 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308237 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405373 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229941 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 91801.890625
Iteration 242Q: 27 clusters Score -1.583722e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33807 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208661 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308238 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405369 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229940 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 91801.890625
Iteration 243Q: 27 clusters Score -1.583722e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33806 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208666 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308237 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405365 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229941 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372224.000000 Penalty: 91801.890625
Iteration 244Q: 27 clusters Score -1.583722e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33805 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208671 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308239 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405361 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229939 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372208.000000 Penalty: 91801.890625
Iteration 245Q: 27 clusters Score -1.583722e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33806 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208676 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308238 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405356 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229939 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 91801.890625
Iteration 246Q: 27 clusters Score -1.583722e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33807 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208680 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308237 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405352 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229939 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372192.000000 Penalty: 91801.890625
Iteration 247Q: 27 clusters Score -1.583722e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33807 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208683 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114576 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308237 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405348 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229939 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372176.000000 Penalty: 91801.890625
Iteration 248Q: 27 clusters Score -1.583722e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33806 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208686 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114576 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308238 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405344 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229941 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372192.000000 Penalty: 91801.890625
Iteration 249Q: 27 clusters Score -1.583722e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 208691 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114575 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308238 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405339 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229941 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372160.000000 Penalty: 91801.890625
Iteration 250Q: 27 clusters Score -1.583722e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 208694 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114573 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308239 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405336 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229940 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 91801.890625
Iteration 251Q: 27 clusters Score -1.583721e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 208698 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114570 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308240 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405336 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229938 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372144.000000 Penalty: 91801.890625
Iteration 252Q: 27 clusters Score -1.583721e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 208697 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114567 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308243 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405338 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229937 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372144.000000 Penalty: 91801.890625
Iteration 253Q: 27 clusters Score -1.583721e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208700 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114567 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308244 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405334 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229935 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 91801.890625
Iteration 254Q: 27 clusters Score -1.583721e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208705 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114566 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308245 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229930 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372096.000000 Penalty: 91801.890625
Iteration 255Q: 27 clusters Score -1.583721e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33809 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67059 members 
Mstep: Class 8 contains 208710 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114566 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308247 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405336 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229921 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372160.000000 Penalty: 91801.890625
Iteration 256Q: 27 clusters Score -1.583722e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208716 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114565 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308250 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229914 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372128.000000 Penalty: 91801.890625
Iteration 257Q: 27 clusters Score -1.583721e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208716 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114565 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308251 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229913 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 91801.890625
Iteration 258Q: 27 clusters Score -1.583721e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208716 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114565 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308252 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229912 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 91801.890625
Iteration 259Q: 27 clusters Score -1.583721e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208716 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114565 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308252 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229912 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372112.000000 Penalty: 91801.890625
Iteration 260F: 27 clusters Score -1.583721e+08 nChanged 0
Entering ConstructFrom: 
Score: -158372112.000000 Penalty: 91801.890625
Entering ConstructFrom: 
Trying to split cluster 1 (57482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Entering Unmasked Estep 
Score: -5862519.500000 Penalty: 2717.888428
	Iteration 0F: 2 clusters Score -5862520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5823920.500000 Penalty: 5435.776855
	Iteration 0F: 3 clusters Score -5823920 nChanged 26641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -5838590.500000 Penalty: 5435.776855
	Iteration 1F: 3 clusters Score -5838590 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -5839113.500000 Penalty: 5435.776855
	Iteration 2Q: 3 clusters Score -5839114 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5839634.000000 Penalty: 5435.776855
	Iteration 3Q: 3 clusters Score -5839634 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5840314.000000 Penalty: 5435.776855
	Iteration 4Q: 3 clusters Score -5840314 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5841239.500000 Penalty: 5435.776855
	Iteration 5Q: 3 clusters Score -5841240 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -5842762.000000 Penalty: 5435.776855
	Iteration 6F: 3 clusters Score -5842762 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5845475.000000 Penalty: 5435.776855
	Iteration 7F: 3 clusters Score -5845475 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5849409.000000 Penalty: 5435.776855
	Iteration 8F: 3 clusters Score -5849409 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -5853852.000000 Penalty: 5435.776855
	Iteration 9F: 3 clusters Score -5853852 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -5857472.000000 Penalty: 5435.776855
	Iteration 10F: 3 clusters Score -5857472 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -5859156.000000 Penalty: 5435.776855
	Iteration 11Q: 3 clusters Score -5859156 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -5859742.000000 Penalty: 5435.776855
	Iteration 12Q: 3 clusters Score -5859742 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -5859960.000000 Penalty: 5435.776855
	Iteration 13Q: 3 clusters Score -5859960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -5860055.000000 Penalty: 5435.776855
	Iteration 14Q: 3 clusters Score -5860055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -5860082.000000 Penalty: 5435.776855
	Iteration 15Q: 3 clusters Score -5860082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -5860094.500000 Penalty: 5435.776855
	Iteration 16Q: 3 clusters Score -5860094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -5860114.000000 Penalty: 5435.776855
	Iteration 17Q: 3 clusters Score -5860114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -5860123.000000 Penalty: 5435.776855
	Iteration 18Q: 3 clusters Score -5860123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -5860130.000000 Penalty: 5435.776855
	Iteration 19Q: 3 clusters Score -5860130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -5860142.000000 Penalty: 5435.776855
	Iteration 20F: 3 clusters Score -5860142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -5860161.000000 Penalty: 5435.776855
	Iteration 21Q: 3 clusters Score -5860161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -5860161.000000 Penalty: 5435.776855
	Iteration 22Q: 3 clusters Score -5860161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -5860169.500000 Penalty: 5435.776855
	Iteration 23Q: 3 clusters Score -5860170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -5860171.000000 Penalty: 5435.776855
	Iteration 24Q: 3 clusters Score -5860171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -5860171.000000 Penalty: 5435.776855
	Iteration 25F: 3 clusters Score -5860171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -752124.000000 Penalty: 2195.105957
	Iteration 0F: 2 clusters Score -752124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -746355.375000 Penalty: 4390.211914
	Iteration 0F: 3 clusters Score -746355.4 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -747925.250000 Penalty: 4390.211914
	Iteration 1F: 3 clusters Score -747925.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -748227.687500 Penalty: 4390.211914
	Iteration 2F: 3 clusters Score -748227.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -748418.000000 Penalty: 4390.211914
	Iteration 3F: 3 clusters Score -748418 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -748522.437500 Penalty: 4390.211914
	Iteration 4Q: 3 clusters Score -748522.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -748592.250000 Penalty: 4390.211914
	Iteration 5Q: 3 clusters Score -748592.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -748650.687500 Penalty: 4390.211914
	Iteration 6Q: 3 clusters Score -748650.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -748712.625000 Penalty: 4390.211914
	Iteration 7Q: 3 clusters Score -748712.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -748755.250000 Penalty: 4390.211914
	Iteration 8Q: 3 clusters Score -748755.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -748792.500000 Penalty: 4390.211914
	Iteration 9Q: 3 clusters Score -748792.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -748826.937500 Penalty: 4390.211914
	Iteration 10Q: 3 clusters Score -748826.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -748864.187500 Penalty: 4390.211914
	Iteration 11Q: 3 clusters Score -748864.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -748895.562500 Penalty: 4390.211914
	Iteration 12Q: 3 clusters Score -748895.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -748926.125000 Penalty: 4390.211914
	Iteration 13Q: 3 clusters Score -748926.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -748955.375000 Penalty: 4390.211914
	Iteration 14Q: 3 clusters Score -748955.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -749001.625000 Penalty: 4390.211914
	Iteration 15Q: 3 clusters Score -749001.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -749046.750000 Penalty: 4390.211914
	Iteration 16Q: 3 clusters Score -749046.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -749103.375000 Penalty: 4390.211914
	Iteration 17Q: 3 clusters Score -749103.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -749173.875000 Penalty: 4390.211914
	Iteration 18Q: 3 clusters Score -749173.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -749241.625000 Penalty: 4390.211914
	Iteration 19Q: 3 clusters Score -749241.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -749305.500000 Penalty: 4390.211914
	Iteration 20F: 3 clusters Score -749305.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -749371.437500 Penalty: 4390.211914
	Iteration 21Q: 3 clusters Score -749371.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -749445.625000 Penalty: 4390.211914
	Iteration 22Q: 3 clusters Score -749445.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -749504.750000 Penalty: 4390.211914
	Iteration 23Q: 3 clusters Score -749504.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -749577.750000 Penalty: 4390.211914
	Iteration 24Q: 3 clusters Score -749577.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -749641.812500 Penalty: 4390.211914
	Iteration 25Q: 3 clusters Score -749641.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -749695.312500 Penalty: 4390.211914
	Iteration 26Q: 3 clusters Score -749695.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -749738.250000 Penalty: 4390.211914
	Iteration 27Q: 3 clusters Score -749738.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -749770.687500 Penalty: 4390.211914
	Iteration 28Q: 3 clusters Score -749770.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -749790.812500 Penalty: 4390.211914
	Iteration 29Q: 3 clusters Score -749790.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -749807.687500 Penalty: 4390.211914
	Iteration 30Q: 3 clusters Score -749807.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -749819.500000 Penalty: 4390.211914
	Iteration 31Q: 3 clusters Score -749819.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -749831.250000 Penalty: 4390.211914
	Iteration 32Q: 3 clusters Score -749831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -749840.875000 Penalty: 4390.211914
	Iteration 33Q: 3 clusters Score -749840.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -749849.062500 Penalty: 4390.211914
	Iteration 34Q: 3 clusters Score -749849.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -749857.187500 Penalty: 4390.211914
	Iteration 35Q: 3 clusters Score -749857.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -749863.875000 Penalty: 4390.211914
	Iteration 36Q: 3 clusters Score -749863.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -749867.375000 Penalty: 4390.211914
	Iteration 37Q: 3 clusters Score -749867.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -749870.937500 Penalty: 4390.211914
	Iteration 38Q: 3 clusters Score -749870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -749870.937500 Penalty: 4390.211914
	Iteration 39Q: 3 clusters Score -749870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -749873.437500 Penalty: 4390.211914
	Iteration 40F: 3 clusters Score -749873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -749874.000000 Penalty: 4390.211914
	Iteration 41Q: 3 clusters Score -749874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -749874.500000 Penalty: 4390.211914
	Iteration 42Q: 3 clusters Score -749874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -749874.437500 Penalty: 4390.211914
	Iteration 43Q: 3 clusters Score -749874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -749875.375000 Penalty: 4390.211914
	Iteration 44Q: 3 clusters Score -749875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -749874.812500 Penalty: 4390.211914
	Iteration 45Q: 3 clusters Score -749874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -749875.937500 Penalty: 4390.211914
	Iteration 46Q: 3 clusters Score -749875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -749876.375000 Penalty: 4390.211914
	Iteration 47Q: 3 clusters Score -749876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -749878.187500 Penalty: 4390.211914
	Iteration 48Q: 3 clusters Score -749878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -749879.000000 Penalty: 4390.211914
	Iteration 49Q: 3 clusters Score -749879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -749879.187500 Penalty: 4390.211914
	Iteration 50Q: 3 clusters Score -749879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -749881.750000 Penalty: 4390.211914
	Iteration 51Q: 3 clusters Score -749881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -749881.500000 Penalty: 4390.211914
	Iteration 52Q: 3 clusters Score -749881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -749881.812500 Penalty: 4390.211914
	Iteration 53Q: 3 clusters Score -749881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -749882.062500 Penalty: 4390.211914
	Iteration 54Q: 3 clusters Score -749882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -749882.062500 Penalty: 4390.211914
	Iteration 55F: 3 clusters Score -749882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Entering Unmasked Estep 
Score: -3646097.500000 Penalty: 2586.270996
	Iteration 0F: 2 clusters Score -3646098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3622929.000000 Penalty: 5172.541992
	Iteration 0F: 3 clusters Score -3622929 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3631341.500000 Penalty: 5172.541992
	Iteration 1F: 3 clusters Score -3631342 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3631803.250000 Penalty: 5172.541992
	Iteration 2Q: 3 clusters Score -3631803 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3632171.750000 Penalty: 5172.541992
	Iteration 3Q: 3 clusters Score -3632172 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3632569.000000 Penalty: 5172.541992
	Iteration 4Q: 3 clusters Score -3632569 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3633052.750000 Penalty: 5172.541992
	Iteration 5Q: 3 clusters Score -3633053 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3633729.750000 Penalty: 5172.541992
	Iteration 6Q: 3 clusters Score -3633730 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3634844.750000 Penalty: 5172.541992
	Iteration 7F: 3 clusters Score -3634845 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3636412.000000 Penalty: 5172.541992
	Iteration 8F: 3 clusters Score -3636412 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3638450.500000 Penalty: 5172.541992
	Iteration 9F: 3 clusters Score -3638450 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3640499.000000 Penalty: 5172.541992
	Iteration 10F: 3 clusters Score -3640499 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3642037.000000 Penalty: 5172.541992
	Iteration 11F: 3 clusters Score -3642037 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3642944.750000 Penalty: 5172.541992
	Iteration 12Q: 3 clusters Score -3642945 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3643452.750000 Penalty: 5172.541992
	Iteration 13Q: 3 clusters Score -3643453 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3643696.250000 Penalty: 5172.541992
	Iteration 14Q: 3 clusters Score -3643696 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3643854.500000 Penalty: 5172.541992
	Iteration 15Q: 3 clusters Score -3643854 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3643953.000000 Penalty: 5172.541992
	Iteration 16Q: 3 clusters Score -3643953 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3644022.750000 Penalty: 5172.541992
	Iteration 17Q: 3 clusters Score -3644023 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3644094.500000 Penalty: 5172.541992
	Iteration 18Q: 3 clusters Score -3644094 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3644133.000000 Penalty: 5172.541992
	Iteration 19Q: 3 clusters Score -3644133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3644156.500000 Penalty: 5172.541992
	Iteration 20F: 3 clusters Score -3644156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3644175.000000 Penalty: 5172.541992
	Iteration 21Q: 3 clusters Score -3644175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3644201.000000 Penalty: 5172.541992
	Iteration 22Q: 3 clusters Score -3644201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3644225.750000 Penalty: 5172.541992
	Iteration 23Q: 3 clusters Score -3644226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3644251.500000 Penalty: 5172.541992
	Iteration 24Q: 3 clusters Score -3644252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3644279.750000 Penalty: 5172.541992
	Iteration 25Q: 3 clusters Score -3644280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3644302.500000 Penalty: 5172.541992
	Iteration 26Q: 3 clusters Score -3644302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3644314.000000 Penalty: 5172.541992
	Iteration 27Q: 3 clusters Score -3644314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3644320.750000 Penalty: 5172.541992
	Iteration 28Q: 3 clusters Score -3644321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3644342.000000 Penalty: 5172.541992
	Iteration 29Q: 3 clusters Score -3644342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3644349.750000 Penalty: 5172.541992
	Iteration 30Q: 3 clusters Score -3644350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3644353.250000 Penalty: 5172.541992
	Iteration 31Q: 3 clusters Score -3644353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3644350.750000 Penalty: 5172.541992
	Iteration 32Q: 3 clusters Score -3644351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3644353.750000 Penalty: 5172.541992
	Iteration 33Q: 3 clusters Score -3644354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3644359.750000 Penalty: 5172.541992
	Iteration 34Q: 3 clusters Score -3644360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3644364.750000 Penalty: 5172.541992
	Iteration 35Q: 3 clusters Score -3644365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3644369.750000 Penalty: 5172.541992
	Iteration 36Q: 3 clusters Score -3644370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3644371.000000 Penalty: 5172.541992
	Iteration 37Q: 3 clusters Score -3644371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3644370.500000 Penalty: 5172.541992
	Iteration 38Q: 3 clusters Score -3644370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3644376.750000 Penalty: 5172.541992
	Iteration 39Q: 3 clusters Score -3644377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3644379.250000 Penalty: 5172.541992
	Iteration 40F: 3 clusters Score -3644379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3644382.500000 Penalty: 5172.541992
	Iteration 41Q: 3 clusters Score -3644382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3644385.750000 Penalty: 5172.541992
	Iteration 42Q: 3 clusters Score -3644386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3644385.250000 Penalty: 5172.541992
	Iteration 43Q: 3 clusters Score -3644385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3644394.750000 Penalty: 5172.541992
	Iteration 44Q: 3 clusters Score -3644395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3644388.750000 Penalty: 5172.541992
	Iteration 45Q: 3 clusters Score -3644389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3644386.750000 Penalty: 5172.541992
	Iteration 46Q: 3 clusters Score -3644387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3644384.500000 Penalty: 5172.541992
	Iteration 47Q: 3 clusters Score -3644384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3644386.500000 Penalty: 5172.541992
	Iteration 48Q: 3 clusters Score -3644386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3644391.000000 Penalty: 5172.541992
	Iteration 49Q: 3 clusters Score -3644391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3644390.500000 Penalty: 5172.541992
	Iteration 50Q: 3 clusters Score -3644390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3644392.000000 Penalty: 5172.541992
	Iteration 51Q: 3 clusters Score -3644392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3644391.750000 Penalty: 5172.541992
	Iteration 52Q: 3 clusters Score -3644392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3644394.000000 Penalty: 5172.541992
	Iteration 53Q: 3 clusters Score -3644394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3644396.750000 Penalty: 5172.541992
	Iteration 54Q: 3 clusters Score -3644397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3644398.250000 Penalty: 5172.541992
	Iteration 55Q: 3 clusters Score -3644398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3644399.750000 Penalty: 5172.541992
	Iteration 56Q: 3 clusters Score -3644400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3644406.250000 Penalty: 5172.541992
	Iteration 57Q: 3 clusters Score -3644406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3644403.750000 Penalty: 5172.541992
	Iteration 58Q: 3 clusters Score -3644404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3644403.750000 Penalty: 5172.541992
	Iteration 59F: 3 clusters Score -3644404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -240510.625000 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -240510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -237585.687500 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -237585.7 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -238153.562500 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -238153.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -238312.000000 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -238312 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -238411.953125 Penalty: 3867.864014
	Iteration 3F: 3 clusters Score -238412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238488.250000 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -238488.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -238522.546875 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -238522.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -238556.781250 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -238556.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -238586.625000 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -238586.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -238611.546875 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -238611.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -238636.531250 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -238636.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -238655.484375 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -238655.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -238672.078125 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -238672.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -238685.656250 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -238685.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238698.468750 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -238698.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238711.203125 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -238711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -238725.515625 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -238725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -238737.562500 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -238737.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -238750.843750 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -238750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -238758.234375 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -238758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -238769.234375 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -238769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -238774.109375 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -238774.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238778.828125 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -238778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -238785.593750 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -238785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -238791.703125 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -238791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -238795.515625 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -238795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238798.953125 Penalty: 3867.864014
	Iteration 25Q: 3 clusters Score -238799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -238800.421875 Penalty: 3867.864014
	Iteration 26Q: 3 clusters Score -238800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -238800.937500 Penalty: 3867.864014
	Iteration 27Q: 3 clusters Score -238800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238800.718750 Penalty: 3867.864014
	Iteration 28Q: 3 clusters Score -238800.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -238801.765625 Penalty: 3867.864014
	Iteration 29Q: 3 clusters Score -238801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -238801.765625 Penalty: 3867.864014
	Iteration 30F: 3 clusters Score -238801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -235533.406250 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -235533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -232726.015625 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -232726 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -233252.718750 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -233252.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -233381.062500 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -233381.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -233465.984375 Penalty: 3838.073975
	Iteration 3F: 3 clusters Score -233466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -233505.234375 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -233505.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233529.406250 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -233529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233541.968750 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -233542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -233554.015625 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -233554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -233567.609375 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -233567.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233580.656250 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -233580.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -233594.031250 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -233594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233601.468750 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -233601.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -233610.718750 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -233610.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -233618.671875 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -233618.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233624.656250 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -233624.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -233628.406250 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -233628.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233634.234375 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -233634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -233640.359375 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -233640.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -233649.093750 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -233649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -233657.593750 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -233657.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233665.609375 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -233665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233671.421875 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -233671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233675.359375 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -233675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -233678.562500 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -233678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233679.921875 Penalty: 3838.073975
	Iteration 24Q: 3 clusters Score -233679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -233682.062500 Penalty: 3838.073975
	Iteration 25Q: 3 clusters Score -233682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233685.734375 Penalty: 3838.073975
	Iteration 26Q: 3 clusters Score -233685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233689.921875 Penalty: 3838.073975
	Iteration 27Q: 3 clusters Score -233689.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -233702.609375 Penalty: 3838.073975
	Iteration 28Q: 3 clusters Score -233702.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233726.296875 Penalty: 3838.073975
	Iteration 29Q: 3 clusters Score -233726.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233750.562500 Penalty: 3838.073975
	Iteration 30Q: 3 clusters Score -233750.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233791.234375 Penalty: 3838.073975
	Iteration 31Q: 3 clusters Score -233791.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -233853.281250 Penalty: 3838.073975
	Iteration 32Q: 3 clusters Score -233853.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233908.500000 Penalty: 3838.073975
	Iteration 33Q: 3 clusters Score -233908.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233953.843750 Penalty: 3838.073975
	Iteration 34Q: 3 clusters Score -233953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -233982.968750 Penalty: 3838.073975
	Iteration 35Q: 3 clusters Score -233983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -234003.718750 Penalty: 3838.073975
	Iteration 36Q: 3 clusters Score -234003.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -234036.078125 Penalty: 3838.073975
	Iteration 37Q: 3 clusters Score -234036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -234077.015625 Penalty: 3838.073975
	Iteration 38Q: 3 clusters Score -234077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -234115.812500 Penalty: 3838.073975
	Iteration 39Q: 3 clusters Score -234115.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -234176.296875 Penalty: 3838.073975
	Iteration 40F: 3 clusters Score -234176.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234269.031250 Penalty: 3838.073975
	Iteration 41Q: 3 clusters Score -234269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -234336.796875 Penalty: 3838.073975
	Iteration 42Q: 3 clusters Score -234336.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -234399.859375 Penalty: 3838.073975
	Iteration 43Q: 3 clusters Score -234399.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -234445.937500 Penalty: 3838.073975
	Iteration 44Q: 3 clusters Score -234445.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -234485.234375 Penalty: 3838.073975
	Iteration 45Q: 3 clusters Score -234485.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -234520.296875 Penalty: 3838.073975
	Iteration 46Q: 3 clusters Score -234520.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -234553.000000 Penalty: 3838.073975
	Iteration 47Q: 3 clusters Score -234553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -234581.781250 Penalty: 3838.073975
	Iteration 48Q: 3 clusters Score -234581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -234608.796875 Penalty: 3838.073975
	Iteration 49Q: 3 clusters Score -234608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -234629.593750 Penalty: 3838.073975
	Iteration 50Q: 3 clusters Score -234629.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -234661.140625 Penalty: 3838.073975
	Iteration 51Q: 3 clusters Score -234661.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -234679.406250 Penalty: 3838.073975
	Iteration 52Q: 3 clusters Score -234679.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -234703.265625 Penalty: 3838.073975
	Iteration 53Q: 3 clusters Score -234703.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -234746.078125 Penalty: 3838.073975
	Iteration 54Q: 3 clusters Score -234746.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -234781.765625 Penalty: 3838.073975
	Iteration 55Q: 3 clusters Score -234781.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -234845.828125 Penalty: 3838.073975
	Iteration 56Q: 3 clusters Score -234845.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -234902.015625 Penalty: 3838.073975
	Iteration 57Q: 3 clusters Score -234902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -234964.406250 Penalty: 3838.073975
	Iteration 58Q: 3 clusters Score -234964.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -235047.765625 Penalty: 3838.073975
	Iteration 59Q: 3 clusters Score -235047.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -235131.812500 Penalty: 3838.073975
	Iteration 60F: 3 clusters Score -235131.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -235162.703125 Penalty: 3838.073975
	Iteration 61Q: 3 clusters Score -235162.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -235174.593750 Penalty: 3838.073975
	Iteration 62Q: 3 clusters Score -235174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235184.375000 Penalty: 3838.073975
	Iteration 63Q: 3 clusters Score -235184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -235191.312500 Penalty: 3838.073975
	Iteration 64Q: 3 clusters Score -235191.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235197.000000 Penalty: 3838.073975
	Iteration 65Q: 3 clusters Score -235197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -235199.796875 Penalty: 3838.073975
	Iteration 66Q: 3 clusters Score -235199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -235200.781250 Penalty: 3838.073975
	Iteration 67Q: 3 clusters Score -235200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235201.968750 Penalty: 3838.073975
	Iteration 68Q: 3 clusters Score -235202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -235202.828125 Penalty: 3838.073975
	Iteration 69Q: 3 clusters Score -235202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -235203.343750 Penalty: 3838.073975
	Iteration 70Q: 3 clusters Score -235203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -235203.828125 Penalty: 3838.073975
	Iteration 71Q: 3 clusters Score -235203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235204.140625 Penalty: 3838.073975
	Iteration 72Q: 3 clusters Score -235204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235204.140625 Penalty: 3838.073975
	Iteration 73F: 3 clusters Score -235204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -656088.000000 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -656088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -650846.375000 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -650846.4 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -652206.125000 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -652206.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -652528.062500 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -652528.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -652767.250000 Penalty: 4320.875488
	Iteration 3F: 3 clusters Score -652767.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -652936.437500 Penalty: 4320.875488
	Iteration 4Q: 3 clusters Score -652936.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -653091.875000 Penalty: 4320.875488
	Iteration 5Q: 3 clusters Score -653091.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -653245.812500 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -653245.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -653403.750000 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -653403.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -653537.250000 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -653537.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -653693.812500 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -653693.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -653836.500000 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -653836.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -653955.312500 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -653955.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -654057.437500 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -654057.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -654163.687500 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -654163.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -654245.187500 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -654245.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -654306.125000 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -654306.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -654354.125000 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -654354.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -654381.062500 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -654381.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -654398.812500 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -654398.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -654418.000000 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -654418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -654428.250000 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -654428.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -654435.687500 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -654435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -654438.562500 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -654438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -654442.187500 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -654442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -654446.562500 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -654446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -654450.437500 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -654450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -654452.375000 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -654452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -654454.937500 Penalty: 4320.875488
	Iteration 27Q: 3 clusters Score -654454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -654456.000000 Penalty: 4320.875488
	Iteration 28Q: 3 clusters Score -654456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -654459.562500 Penalty: 4320.875488
	Iteration 29Q: 3 clusters Score -654459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -654461.687500 Penalty: 4320.875488
	Iteration 30Q: 3 clusters Score -654461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -654463.125000 Penalty: 4320.875488
	Iteration 31Q: 3 clusters Score -654463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -654464.312500 Penalty: 4320.875488
	Iteration 32Q: 3 clusters Score -654464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -654468.250000 Penalty: 4320.875488
	Iteration 33Q: 3 clusters Score -654468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -654473.187500 Penalty: 4320.875488
	Iteration 34Q: 3 clusters Score -654473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -654475.437500 Penalty: 4320.875488
	Iteration 35Q: 3 clusters Score -654475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -654479.000000 Penalty: 4320.875488
	Iteration 36Q: 3 clusters Score -654479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -654483.687500 Penalty: 4320.875488
	Iteration 37Q: 3 clusters Score -654483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -654484.500000 Penalty: 4320.875488
	Iteration 38Q: 3 clusters Score -654484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -654485.812500 Penalty: 4320.875488
	Iteration 39Q: 3 clusters Score -654485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -654491.250000 Penalty: 4320.875488
	Iteration 40F: 3 clusters Score -654491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -654494.062500 Penalty: 4320.875488
	Iteration 41Q: 3 clusters Score -654494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -654494.375000 Penalty: 4320.875488
	Iteration 42Q: 3 clusters Score -654494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -654494.375000 Penalty: 4320.875488
	Iteration 43F: 3 clusters Score -654494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Entering Unmasked Estep 
Score: -7225921.500000 Penalty: 2756.101562
	Iteration 0F: 2 clusters Score -7225922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -7181161.000000 Penalty: 5512.203125
	Iteration 0F: 3 clusters Score -7181161 nChanged 31106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -7198762.000000 Penalty: 5512.203125
	Iteration 1F: 3 clusters Score -7198762 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7199332.500000 Penalty: 5512.203125
	Iteration 2Q: 3 clusters Score -7199332 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -7199991.500000 Penalty: 5512.203125
	Iteration 3Q: 3 clusters Score -7199992 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7200759.500000 Penalty: 5512.203125
	Iteration 4Q: 3 clusters Score -7200760 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7201809.000000 Penalty: 5512.203125
	Iteration 5Q: 3 clusters Score -7201809 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -7203449.500000 Penalty: 5512.203125
	Iteration 6Q: 3 clusters Score -7203450 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -7205687.500000 Penalty: 5512.203125
	Iteration 7F: 3 clusters Score -7205688 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -7208775.500000 Penalty: 5512.203125
	Iteration 8F: 3 clusters Score -7208776 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -7212616.500000 Penalty: 5512.203125
	Iteration 9F: 3 clusters Score -7212616 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -7216582.500000 Penalty: 5512.203125
	Iteration 10F: 3 clusters Score -7216582 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -7219666.000000 Penalty: 5512.203125
	Iteration 11F: 3 clusters Score -7219666 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -7221707.000000 Penalty: 5512.203125
	Iteration 12Q: 3 clusters Score -7221707 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -7222646.500000 Penalty: 5512.203125
	Iteration 13Q: 3 clusters Score -7222646 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -7223062.000000 Penalty: 5512.203125
	Iteration 14Q: 3 clusters Score -7223062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -7223235.500000 Penalty: 5512.203125
	Iteration 15Q: 3 clusters Score -7223236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -7223326.000000 Penalty: 5512.203125
	Iteration 16Q: 3 clusters Score -7223326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -7223384.000000 Penalty: 5512.203125
	Iteration 17Q: 3 clusters Score -7223384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -7223430.500000 Penalty: 5512.203125
	Iteration 18Q: 3 clusters Score -7223430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -7223450.500000 Penalty: 5512.203125
	Iteration 19Q: 3 clusters Score -7223450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -7223460.000000 Penalty: 5512.203125
	Iteration 20F: 3 clusters Score -7223460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -7223470.000000 Penalty: 5512.203125
	Iteration 21Q: 3 clusters Score -7223470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -7223470.000000 Penalty: 5512.203125
	Iteration 22F: 3 clusters Score -7223470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208716 members 
Entering Unmasked Estep 
Score: -22232192.000000 Penalty: 3037.685059
	Iteration 0F: 2 clusters Score -2.223219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -22092824.000000 Penalty: 6075.370117
	Iteration 0F: 3 clusters Score -2.209282e+07 nChanged 100490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -22152756.000000 Penalty: 6075.370117
	Iteration 1F: 3 clusters Score -2.215276e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -22154784.000000 Penalty: 6075.370117
	Iteration 2Q: 3 clusters Score -2.215478e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -22158468.000000 Penalty: 6075.370117
	Iteration 3Q: 3 clusters Score -2.215847e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -22164086.000000 Penalty: 6075.370117
	Iteration 4Q: 3 clusters Score -2.216409e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -22173248.000000 Penalty: 6075.370117
	Iteration 5F: 3 clusters Score -2.217325e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153464 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -22186058.000000 Penalty: 6075.370117
	Iteration 6F: 3 clusters Score -2.218606e+07 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -22199300.000000 Penalty: 6075.370117
	Iteration 7F: 3 clusters Score -2.21993e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178066 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -22209316.000000 Penalty: 6075.370117
	Iteration 8F: 3 clusters Score -2.220932e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186212 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -22215968.000000 Penalty: 6075.370117
	Iteration 9Q: 3 clusters Score -2.221597e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192105 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -22220204.000000 Penalty: 6075.370117
	Iteration 10Q: 3 clusters Score -2.22202e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196397 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -22223290.000000 Penalty: 6075.370117
	Iteration 11Q: 3 clusters Score -2.222329e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199537 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -22225310.000000 Penalty: 6075.370117
	Iteration 12Q: 3 clusters Score -2.222531e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201738 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -22226640.000000 Penalty: 6075.370117
	Iteration 13Q: 3 clusters Score -2.222664e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203391 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -22227604.000000 Penalty: 6075.370117
	Iteration 14Q: 3 clusters Score -2.22276e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204580 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -22228242.000000 Penalty: 6075.370117
	Iteration 15Q: 3 clusters Score -2.222824e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205412 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22228556.000000 Penalty: 6075.370117
	Iteration 16Q: 3 clusters Score -2.222856e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206004 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -22228858.000000 Penalty: 6075.370117
	Iteration 17Q: 3 clusters Score -2.222886e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206406 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22229062.000000 Penalty: 6075.370117
	Iteration 18Q: 3 clusters Score -2.222906e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206687 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22229176.000000 Penalty: 6075.370117
	Iteration 19Q: 3 clusters Score -2.222918e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206907 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -22229320.000000 Penalty: 6075.370117
	Iteration 20F: 3 clusters Score -2.222932e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207076 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -22229376.000000 Penalty: 6075.370117
	Iteration 21Q: 3 clusters Score -2.222938e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207190 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22229464.000000 Penalty: 6075.370117
	Iteration 22Q: 3 clusters Score -2.222946e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207279 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22229524.000000 Penalty: 6075.370117
	Iteration 23Q: 3 clusters Score -2.222952e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207354 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22229554.000000 Penalty: 6075.370117
	Iteration 24Q: 3 clusters Score -2.222955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207415 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22229616.000000 Penalty: 6075.370117
	Iteration 25Q: 3 clusters Score -2.222962e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22229626.000000 Penalty: 6075.370117
	Iteration 26Q: 3 clusters Score -2.222963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207497 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22229632.000000 Penalty: 6075.370117
	Iteration 27Q: 3 clusters Score -2.222963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22229686.000000 Penalty: 6075.370117
	Iteration 28Q: 3 clusters Score -2.222969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207543 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -22229696.000000 Penalty: 6075.370117
	Iteration 29Q: 3 clusters Score -2.22297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207563 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22229726.000000 Penalty: 6075.370117
	Iteration 30Q: 3 clusters Score -2.222973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207577 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -22229710.000000 Penalty: 6075.370117
	Iteration 31Q: 3 clusters Score -2.222971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207594 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -22229716.000000 Penalty: 6075.370117
	Iteration 32Q: 3 clusters Score -2.222972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207612 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22229730.000000 Penalty: 6075.370117
	Iteration 33Q: 3 clusters Score -2.222973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207625 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22229716.000000 Penalty: 6075.370117
	Iteration 34Q: 3 clusters Score -2.222972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207633 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22229718.000000 Penalty: 6075.370117
	Iteration 35Q: 3 clusters Score -2.222972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207639 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -22229722.000000 Penalty: 6075.370117
	Iteration 36Q: 3 clusters Score -2.222972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207650 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22229724.000000 Penalty: 6075.370117
	Iteration 37Q: 3 clusters Score -2.222972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207659 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22229738.000000 Penalty: 6075.370117
	Iteration 38Q: 3 clusters Score -2.222974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207670 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -22229726.000000 Penalty: 6075.370117
	Iteration 39Q: 3 clusters Score -2.222973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207681 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22229722.000000 Penalty: 6075.370117
	Iteration 40F: 3 clusters Score -2.222972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207686 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22229728.000000 Penalty: 6075.370117
	Iteration 41Q: 3 clusters Score -2.222973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207694 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22229720.000000 Penalty: 6075.370117
	Iteration 42Q: 3 clusters Score -2.222972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207699 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22229728.000000 Penalty: 6075.370117
	Iteration 43Q: 3 clusters Score -2.222973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207705 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22229732.000000 Penalty: 6075.370117
	Iteration 44Q: 3 clusters Score -2.222973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207708 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22229744.000000 Penalty: 6075.370117
	Iteration 45Q: 3 clusters Score -2.222974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207714 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -22229744.000000 Penalty: 6075.370117
	Iteration 46Q: 3 clusters Score -2.222974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207719 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22229754.000000 Penalty: 6075.370117
	Iteration 47Q: 3 clusters Score -2.222975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207721 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22229752.000000 Penalty: 6075.370117
	Iteration 48Q: 3 clusters Score -2.222975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207722 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22229746.000000 Penalty: 6075.370117
	Iteration 49Q: 3 clusters Score -2.222975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207723 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22229742.000000 Penalty: 6075.370117
	Iteration 50Q: 3 clusters Score -2.222974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207723 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22229742.000000 Penalty: 6075.370117
	Iteration 51F: 3 clusters Score -2.222974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -17863.730469 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -17863.73 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 87 members 
Entering Unmasked Estep 
Score: -16725.265625 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -16725.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16751.917969 Penalty: 2615.407959
	Iteration 1Q: 3 clusters Score -16751.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16761.892578 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -16761.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16767.914062 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -16767.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16771.648438 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -16771.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16771.648438 Penalty: 2615.407959
	Iteration 5F: 3 clusters Score -16771.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -104804.093750 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -104804.1 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 541 members 
Entering Unmasked Estep 
Score: -102837.375000 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -102837.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103138.203125 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -103138.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -103239.632812 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -103239.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -103290.546875 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -103290.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103311.593750 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -103311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103327.968750 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -103328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103340.039062 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -103340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103349.179688 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -103349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -103353.937500 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -103353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103356.046875 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -103356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103357.453125 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -103357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103357.765625 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -103357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -103358.664062 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -103358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -103363.250000 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -103363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103366.851562 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -103366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -103373.453125 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -103373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103374.281250 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -103374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103374.281250 Penalty: 3468.990967
	Iteration 17F: 3 clusters Score -103374.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (114565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Entering Unmasked Estep 
Score: -12261774.000000 Penalty: 2888.926514
	Iteration 0F: 2 clusters Score -1.226177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -12185070.000000 Penalty: 5777.853027
	Iteration 0F: 3 clusters Score -1.218507e+07 nChanged 54388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -12217010.000000 Penalty: 5777.853027
	Iteration 1F: 3 clusters Score -1.221701e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -12218334.000000 Penalty: 5777.853027
	Iteration 2Q: 3 clusters Score -1.221833e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -12220025.000000 Penalty: 5777.853027
	Iteration 3Q: 3 clusters Score -1.222002e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -12222140.000000 Penalty: 5777.853027
	Iteration 4Q: 3 clusters Score -1.222214e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -12224607.000000 Penalty: 5777.853027
	Iteration 5Q: 3 clusters Score -1.222461e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -12227984.000000 Penalty: 5777.853027
	Iteration 6F: 3 clusters Score -1.222798e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -12231584.000000 Penalty: 5777.853027
	Iteration 7F: 3 clusters Score -1.223158e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -12235934.000000 Penalty: 5777.853027
	Iteration 8F: 3 clusters Score -1.223593e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -12240441.000000 Penalty: 5777.853027
	Iteration 9F: 3 clusters Score -1.224044e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -12244163.000000 Penalty: 5777.853027
	Iteration 10Q: 3 clusters Score -1.224416e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -12246766.000000 Penalty: 5777.853027
	Iteration 11Q: 3 clusters Score -1.224677e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -12248435.000000 Penalty: 5777.853027
	Iteration 12Q: 3 clusters Score -1.224844e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -12249831.000000 Penalty: 5777.853027
	Iteration 13Q: 3 clusters Score -1.224983e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -12251114.000000 Penalty: 5777.853027
	Iteration 14Q: 3 clusters Score -1.225111e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -12252373.000000 Penalty: 5777.853027
	Iteration 15Q: 3 clusters Score -1.225237e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -12253503.000000 Penalty: 5777.853027
	Iteration 16Q: 3 clusters Score -1.22535e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -12254345.000000 Penalty: 5777.853027
	Iteration 17Q: 3 clusters Score -1.225434e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -12255151.000000 Penalty: 5777.853027
	Iteration 18Q: 3 clusters Score -1.225515e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -12255705.000000 Penalty: 5777.853027
	Iteration 19Q: 3 clusters Score -1.22557e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -12256203.000000 Penalty: 5777.853027
	Iteration 20F: 3 clusters Score -1.22562e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -12256590.000000 Penalty: 5777.853027
	Iteration 21Q: 3 clusters Score -1.225659e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -12256992.000000 Penalty: 5777.853027
	Iteration 22Q: 3 clusters Score -1.225699e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -12257282.000000 Penalty: 5777.853027
	Iteration 23Q: 3 clusters Score -1.225728e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -12257609.000000 Penalty: 5777.853027
	Iteration 24Q: 3 clusters Score -1.225761e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -12257912.000000 Penalty: 5777.853027
	Iteration 25Q: 3 clusters Score -1.225791e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -12258125.000000 Penalty: 5777.853027
	Iteration 26Q: 3 clusters Score -1.225812e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -12258266.000000 Penalty: 5777.853027
	Iteration 27Q: 3 clusters Score -1.225827e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -12258405.000000 Penalty: 5777.853027
	Iteration 28Q: 3 clusters Score -1.22584e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111092 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -12258527.000000 Penalty: 5777.853027
	Iteration 29Q: 3 clusters Score -1.225853e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111362 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -12258659.000000 Penalty: 5777.853027
	Iteration 30Q: 3 clusters Score -1.225866e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -12258749.000000 Penalty: 5777.853027
	Iteration 31Q: 3 clusters Score -1.225875e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -12258796.000000 Penalty: 5777.853027
	Iteration 32Q: 3 clusters Score -1.22588e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12258867.000000 Penalty: 5777.853027
	Iteration 33Q: 3 clusters Score -1.225887e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12258907.000000 Penalty: 5777.853027
	Iteration 34Q: 3 clusters Score -1.225891e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -12258954.000000 Penalty: 5777.853027
	Iteration 35Q: 3 clusters Score -1.225895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112375 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -12259012.000000 Penalty: 5777.853027
	Iteration 36Q: 3 clusters Score -1.225901e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -12259040.000000 Penalty: 5777.853027
	Iteration 37Q: 3 clusters Score -1.225904e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112573 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -12259069.000000 Penalty: 5777.853027
	Iteration 38Q: 3 clusters Score -1.225907e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -12259089.000000 Penalty: 5777.853027
	Iteration 39Q: 3 clusters Score -1.225909e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -12259115.000000 Penalty: 5777.853027
	Iteration 40F: 3 clusters Score -1.225912e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112772 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12259123.000000 Penalty: 5777.853027
	Iteration 41Q: 3 clusters Score -1.225912e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12259153.000000 Penalty: 5777.853027
	Iteration 42Q: 3 clusters Score -1.225915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12259163.000000 Penalty: 5777.853027
	Iteration 43Q: 3 clusters Score -1.225916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12259176.000000 Penalty: 5777.853027
	Iteration 44Q: 3 clusters Score -1.225918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12259180.000000 Penalty: 5777.853027
	Iteration 45Q: 3 clusters Score -1.225918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -12259182.000000 Penalty: 5777.853027
	Iteration 46Q: 3 clusters Score -1.225918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113012 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12259212.000000 Penalty: 5777.853027
	Iteration 47Q: 3 clusters Score -1.225921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12259216.000000 Penalty: 5777.853027
	Iteration 48Q: 3 clusters Score -1.225922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12259226.000000 Penalty: 5777.853027
	Iteration 49Q: 3 clusters Score -1.225923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12259223.000000 Penalty: 5777.853027
	Iteration 50Q: 3 clusters Score -1.225922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12259227.000000 Penalty: 5777.853027
	Iteration 51Q: 3 clusters Score -1.225923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113096 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12259231.000000 Penalty: 5777.853027
	Iteration 52Q: 3 clusters Score -1.225923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12259234.000000 Penalty: 5777.853027
	Iteration 53Q: 3 clusters Score -1.225923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12259239.000000 Penalty: 5777.853027
	Iteration 54Q: 3 clusters Score -1.225924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12259243.000000 Penalty: 5777.853027
	Iteration 55Q: 3 clusters Score -1.225924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12259253.000000 Penalty: 5777.853027
	Iteration 56Q: 3 clusters Score -1.225925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12259265.000000 Penalty: 5777.853027
	Iteration 57Q: 3 clusters Score -1.225926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12259273.000000 Penalty: 5777.853027
	Iteration 58Q: 3 clusters Score -1.225927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12259272.000000 Penalty: 5777.853027
	Iteration 59Q: 3 clusters Score -1.225927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12259283.000000 Penalty: 5777.853027
	Iteration 60F: 3 clusters Score -1.225928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12259301.000000 Penalty: 5777.853027
	Iteration 61Q: 3 clusters Score -1.22593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12259301.000000 Penalty: 5777.853027
	Iteration 62Q: 3 clusters Score -1.22593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -12259304.000000 Penalty: 5777.853027
	Iteration 63Q: 3 clusters Score -1.22593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113286 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12259297.000000 Penalty: 5777.853027
	Iteration 64Q: 3 clusters Score -1.22593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12259300.000000 Penalty: 5777.853027
	Iteration 65Q: 3 clusters Score -1.22593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12259300.000000 Penalty: 5777.853027
	Iteration 66F: 3 clusters Score -1.22593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -38248.562500 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -38248.56 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 212 members 
Entering Unmasked Estep 
Score: -36744.644531 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36744.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36889.691406 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -36889.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36932.613281 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -36932.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36971.585938 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -36971.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36990.910156 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -36990.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37020.812500 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -37020.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37047.414062 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37047.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37122.250000 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -37122.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37265.574219 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -37265.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37368.437500 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -37368.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37463.863281 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -37463.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37533.976562 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -37533.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37564.363281 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -37564.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37606.566406 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -37606.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37706.046875 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -37706.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38069.308594 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -38069.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38320.710938 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -38320.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38396.035156 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -38396.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38445.664062 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -38445.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38499.742188 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -38499.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38531.312500 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -38531.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38565.730469 Penalty: 3022.410645
	Iteration 21Q: 3 clusters Score -38565.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38588.859375 Penalty: 3022.410645
	Iteration 22Q: 3 clusters Score -38588.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38605.367188 Penalty: 3022.410645
	Iteration 23Q: 3 clusters Score -38605.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38644.296875 Penalty: 3022.410645
	Iteration 24Q: 3 clusters Score -38644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38644.296875 Penalty: 3022.410645
	Iteration 25F: 3 clusters Score -38644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208716 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114565 members 
Mstep: Class 12 contains 122 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308252 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229912 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 321 members 
Entering Unmasked Estep 
Score: -158370368.000000 Penalty: 95332.726562
Splitting cluster 12 changes total score from -158372112.000000 to -158370368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -380522.625000 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -380522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -376437.718750 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -376437.7 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -377384.750000 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -377384.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -377580.531250 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -377580.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -377718.156250 Penalty: 4147.523438
	Iteration 3Q: 3 clusters Score -377718.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -377833.343750 Penalty: 4147.523438
	Iteration 4Q: 3 clusters Score -377833.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -377945.468750 Penalty: 4147.523438
	Iteration 5Q: 3 clusters Score -377945.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -378057.906250 Penalty: 4147.523438
	Iteration 6Q: 3 clusters Score -378057.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -378162.593750 Penalty: 4147.523438
	Iteration 7Q: 3 clusters Score -378162.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -378246.562500 Penalty: 4147.523438
	Iteration 8Q: 3 clusters Score -378246.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -378332.750000 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -378332.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -378414.281250 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -378414.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -378496.281250 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -378496.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -378573.625000 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -378573.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -378655.218750 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -378655.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -378732.468750 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -378732.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -378784.406250 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -378784.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -378833.406250 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -378833.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -378877.375000 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -378877.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -378904.750000 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -378904.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -378939.687500 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -378939.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -378965.593750 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -378965.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -378990.562500 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -378990.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -379015.000000 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -379015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -379027.781250 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -379027.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -379045.125000 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -379045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -379056.937500 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -379056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -379071.281250 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -379071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -379084.750000 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -379084.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -379097.968750 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -379098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -379110.281250 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -379110.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -379118.343750 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -379118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -379124.437500 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -379124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -379129.406250 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -379129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -379134.750000 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -379134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -379141.687500 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -379141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -379145.468750 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -379145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -379146.406250 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -379146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -379148.062500 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -379148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -379150.437500 Penalty: 4147.523438
	Iteration 38Q: 3 clusters Score -379150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -379152.156250 Penalty: 4147.523438
	Iteration 39Q: 3 clusters Score -379152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -379152.156250 Penalty: 4147.523438
	Iteration 40F: 3 clusters Score -379152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -47119.308594 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -47119.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45639.644531 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -45639.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45798.261719 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -45798.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45854.000000 Penalty: 3087.380859
	Iteration 2Q: 3 clusters Score -45854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45905.687500 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -45905.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45975.910156 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -45975.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46026.523438 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -46026.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46064.996094 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -46065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46097.121094 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -46097.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46117.601562 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -46117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46138.023438 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -46138.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46154.535156 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -46154.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46168.808594 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -46168.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46179.664062 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -46179.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46188.093750 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -46188.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46207.390625 Penalty: 3087.380859
	Iteration 14Q: 3 clusters Score -46207.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46209.621094 Penalty: 3087.380859
	Iteration 15Q: 3 clusters Score -46209.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46212.847656 Penalty: 3087.380859
	Iteration 16Q: 3 clusters Score -46212.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46212.847656 Penalty: 3087.380859
	Iteration 17F: 3 clusters Score -46212.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (308252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308252 members 
Entering Unmasked Estep 
Score: -32717350.000000 Penalty: 3134.390869
	Iteration 0F: 2 clusters Score -3.271735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 153884 members 
Entering Unmasked Estep 
Score: -32517694.000000 Penalty: 6268.781738
	Iteration 0F: 3 clusters Score -3.251769e+07 nChanged 149392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161922 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -32605700.000000 Penalty: 6268.781738
	Iteration 1F: 3 clusters Score -3.26057e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -32607878.000000 Penalty: 6268.781738
	Iteration 2Q: 3 clusters Score -3.260788e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 133576 members 
Entering Unmasked Estep 
Score: -32611866.000000 Penalty: 6268.781738
	Iteration 3Q: 3 clusters Score -3.261187e+07 nChanged 15352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186898 members 
Mstep: Class 2 contains 121354 members 
Entering Unmasked Estep 
Score: -32618950.000000 Penalty: 6268.781738
	Iteration 4Q: 3 clusters Score -3.261895e+07 nChanged 20534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -32631014.000000 Penalty: 6268.781738
	Iteration 5F: 3 clusters Score -3.263101e+07 nChanged 25026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226966 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -32649718.000000 Penalty: 6268.781738
	Iteration 6F: 3 clusters Score -3.264972e+07 nChanged 25477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250247 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -32672074.000000 Penalty: 6268.781738
	Iteration 7F: 3 clusters Score -3.267207e+07 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268518 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -32690992.000000 Penalty: 6268.781738
	Iteration 8F: 3 clusters Score -3.269099e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279114 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -32702420.000000 Penalty: 6268.781738
	Iteration 9Q: 3 clusters Score -3.270242e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284430 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -32707874.000000 Penalty: 6268.781738
	Iteration 10Q: 3 clusters Score -3.270787e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287643 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -32710386.000000 Penalty: 6268.781738
	Iteration 11Q: 3 clusters Score -3.271039e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290076 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -32711876.000000 Penalty: 6268.781738
	Iteration 12Q: 3 clusters Score -3.271188e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292126 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -32712902.000000 Penalty: 6268.781738
	Iteration 13Q: 3 clusters Score -3.27129e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293872 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -32713658.000000 Penalty: 6268.781738
	Iteration 14Q: 3 clusters Score -3.271366e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295352 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -32714146.000000 Penalty: 6268.781738
	Iteration 15Q: 3 clusters Score -3.271415e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296580 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -32714548.000000 Penalty: 6268.781738
	Iteration 16Q: 3 clusters Score -3.271455e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297685 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -32714846.000000 Penalty: 6268.781738
	Iteration 17Q: 3 clusters Score -3.271485e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298621 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -32715122.000000 Penalty: 6268.781738
	Iteration 18Q: 3 clusters Score -3.271512e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299387 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -32715322.000000 Penalty: 6268.781738
	Iteration 19Q: 3 clusters Score -3.271532e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300073 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -32715500.000000 Penalty: 6268.781738
	Iteration 20F: 3 clusters Score -3.27155e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300653 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -32715706.000000 Penalty: 6268.781738
	Iteration 21Q: 3 clusters Score -3.271571e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301175 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -32715806.000000 Penalty: 6268.781738
	Iteration 22Q: 3 clusters Score -3.271581e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301613 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -32715854.000000 Penalty: 6268.781738
	Iteration 23Q: 3 clusters Score -3.271585e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301979 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -32715934.000000 Penalty: 6268.781738
	Iteration 24Q: 3 clusters Score -3.271593e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302315 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -32715982.000000 Penalty: 6268.781738
	Iteration 25Q: 3 clusters Score -3.271598e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302587 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -32716042.000000 Penalty: 6268.781738
	Iteration 26Q: 3 clusters Score -3.271604e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302846 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -32716036.000000 Penalty: 6268.781738
	Iteration 27Q: 3 clusters Score -3.271604e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303074 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -32716104.000000 Penalty: 6268.781738
	Iteration 28Q: 3 clusters Score -3.27161e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303271 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -32716072.000000 Penalty: 6268.781738
	Iteration 29Q: 3 clusters Score -3.271607e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303438 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -32716090.000000 Penalty: 6268.781738
	Iteration 30Q: 3 clusters Score -3.271609e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303587 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -32716102.000000 Penalty: 6268.781738
	Iteration 31Q: 3 clusters Score -3.27161e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303708 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -32716106.000000 Penalty: 6268.781738
	Iteration 32Q: 3 clusters Score -3.271611e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303810 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -32716098.000000 Penalty: 6268.781738
	Iteration 33Q: 3 clusters Score -3.27161e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303892 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -32716120.000000 Penalty: 6268.781738
	Iteration 34Q: 3 clusters Score -3.271612e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -32716138.000000 Penalty: 6268.781738
	Iteration 35Q: 3 clusters Score -3.271614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304046 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -32716162.000000 Penalty: 6268.781738
	Iteration 36Q: 3 clusters Score -3.271616e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304112 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -32716132.000000 Penalty: 6268.781738
	Iteration 37Q: 3 clusters Score -3.271613e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304165 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -32716162.000000 Penalty: 6268.781738
	Iteration 38Q: 3 clusters Score -3.271616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304214 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -32716194.000000 Penalty: 6268.781738
	Iteration 39Q: 3 clusters Score -3.271619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304251 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -32716112.000000 Penalty: 6268.781738
	Iteration 40F: 3 clusters Score -3.271611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304288 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -32716136.000000 Penalty: 6268.781738
	Iteration 41Q: 3 clusters Score -3.271614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304324 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -32716180.000000 Penalty: 6268.781738
	Iteration 42Q: 3 clusters Score -3.271618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304361 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -32716170.000000 Penalty: 6268.781738
	Iteration 43Q: 3 clusters Score -3.271617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304395 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -32716148.000000 Penalty: 6268.781738
	Iteration 44Q: 3 clusters Score -3.271615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304431 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -32716166.000000 Penalty: 6268.781738
	Iteration 45Q: 3 clusters Score -3.271617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304455 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -32716142.000000 Penalty: 6268.781738
	Iteration 46Q: 3 clusters Score -3.271614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304473 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -32716136.000000 Penalty: 6268.781738
	Iteration 47Q: 3 clusters Score -3.271614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304500 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -32716156.000000 Penalty: 6268.781738
	Iteration 48Q: 3 clusters Score -3.271616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304522 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -32716136.000000 Penalty: 6268.781738
	Iteration 49Q: 3 clusters Score -3.271614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304543 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -32716158.000000 Penalty: 6268.781738
	Iteration 50Q: 3 clusters Score -3.271616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304562 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -32716154.000000 Penalty: 6268.781738
	Iteration 51Q: 3 clusters Score -3.271615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304582 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -32716140.000000 Penalty: 6268.781738
	Iteration 52Q: 3 clusters Score -3.271614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304602 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -32716142.000000 Penalty: 6268.781738
	Iteration 53Q: 3 clusters Score -3.271614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304620 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -32716134.000000 Penalty: 6268.781738
	Iteration 54Q: 3 clusters Score -3.271613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304633 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -32716116.000000 Penalty: 6268.781738
	Iteration 55Q: 3 clusters Score -3.271612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304649 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -32716126.000000 Penalty: 6268.781738
	Iteration 56Q: 3 clusters Score -3.271613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304658 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -32716104.000000 Penalty: 6268.781738
	Iteration 57Q: 3 clusters Score -3.27161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304664 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -32716128.000000 Penalty: 6268.781738
	Iteration 58Q: 3 clusters Score -3.271613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304672 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -32716132.000000 Penalty: 6268.781738
	Iteration 59Q: 3 clusters Score -3.271613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304680 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -32716128.000000 Penalty: 6268.781738
	Iteration 60F: 3 clusters Score -3.271613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304689 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -32716124.000000 Penalty: 6268.781738
	Iteration 61Q: 3 clusters Score -3.271612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304696 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -32716116.000000 Penalty: 6268.781738
	Iteration 62Q: 3 clusters Score -3.271612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304703 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -32716154.000000 Penalty: 6268.781738
	Iteration 63Q: 3 clusters Score -3.271615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304707 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -32716160.000000 Penalty: 6268.781738
	Iteration 64Q: 3 clusters Score -3.271616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304718 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -32716148.000000 Penalty: 6268.781738
	Iteration 65Q: 3 clusters Score -3.271615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304726 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -32716186.000000 Penalty: 6268.781738
	Iteration 66Q: 3 clusters Score -3.271619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304732 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -32716192.000000 Penalty: 6268.781738
	Iteration 67Q: 3 clusters Score -3.271619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304740 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -32716202.000000 Penalty: 6268.781738
	Iteration 68Q: 3 clusters Score -3.27162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304747 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -32716202.000000 Penalty: 6268.781738
	Iteration 69Q: 3 clusters Score -3.27162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304756 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -32716194.000000 Penalty: 6268.781738
	Iteration 70Q: 3 clusters Score -3.271619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304764 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -32716190.000000 Penalty: 6268.781738
	Iteration 71Q: 3 clusters Score -3.271619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304769 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -32716190.000000 Penalty: 6268.781738
	Iteration 72Q: 3 clusters Score -3.271619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304775 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -32716192.000000 Penalty: 6268.781738
	Iteration 73Q: 3 clusters Score -3.271619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304778 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -32716178.000000 Penalty: 6268.781738
	Iteration 74Q: 3 clusters Score -3.271618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304780 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -32716184.000000 Penalty: 6268.781738
	Iteration 75Q: 3 clusters Score -3.271618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304785 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -32716172.000000 Penalty: 6268.781738
	Iteration 76Q: 3 clusters Score -3.271617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304791 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -32716166.000000 Penalty: 6268.781738
	Iteration 77Q: 3 clusters Score -3.271617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304798 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -32716174.000000 Penalty: 6268.781738
	Iteration 78Q: 3 clusters Score -3.271617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304806 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -32716192.000000 Penalty: 6268.781738
	Iteration 79Q: 3 clusters Score -3.271619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304813 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -32716204.000000 Penalty: 6268.781738
	Iteration 80F: 3 clusters Score -3.27162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304819 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -32716196.000000 Penalty: 6268.781738
	Iteration 81Q: 3 clusters Score -3.27162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304826 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -32716210.000000 Penalty: 6268.781738
	Iteration 82Q: 3 clusters Score -3.271621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304835 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -32716212.000000 Penalty: 6268.781738
	Iteration 83Q: 3 clusters Score -3.271621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304840 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -32716180.000000 Penalty: 6268.781738
	Iteration 84Q: 3 clusters Score -3.271618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304841 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -32716198.000000 Penalty: 6268.781738
	Iteration 85Q: 3 clusters Score -3.27162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304846 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -32716196.000000 Penalty: 6268.781738
	Iteration 86Q: 3 clusters Score -3.27162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304852 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -32716210.000000 Penalty: 6268.781738
	Iteration 87Q: 3 clusters Score -3.271621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304857 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -32716198.000000 Penalty: 6268.781738
	Iteration 88Q: 3 clusters Score -3.27162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304861 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -32716218.000000 Penalty: 6268.781738
	Iteration 89Q: 3 clusters Score -3.271622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304864 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -32716226.000000 Penalty: 6268.781738
	Iteration 90Q: 3 clusters Score -3.271623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304865 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -32716214.000000 Penalty: 6268.781738
	Iteration 91Q: 3 clusters Score -3.271621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304866 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -32716230.000000 Penalty: 6268.781738
	Iteration 92Q: 3 clusters Score -3.271623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304868 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -32716216.000000 Penalty: 6268.781738
	Iteration 93Q: 3 clusters Score -3.271622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304871 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -32716210.000000 Penalty: 6268.781738
	Iteration 94Q: 3 clusters Score -3.271621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304874 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -32716214.000000 Penalty: 6268.781738
	Iteration 95Q: 3 clusters Score -3.271621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304875 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -32716210.000000 Penalty: 6268.781738
	Iteration 96Q: 3 clusters Score -3.271621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304875 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -32716210.000000 Penalty: 6268.781738
	Iteration 97F: 3 clusters Score -3.271621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -684697.250000 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -684697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -679038.187500 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -679038.2 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -680590.250000 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -680590.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -680854.875000 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -680854.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -681050.187500 Penalty: 4378.497070
	Iteration 3F: 3 clusters Score -681050.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -681198.437500 Penalty: 4378.497070
	Iteration 4Q: 3 clusters Score -681198.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -681310.500000 Penalty: 4378.497070
	Iteration 5Q: 3 clusters Score -681310.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -681402.750000 Penalty: 4378.497070
	Iteration 6Q: 3 clusters Score -681402.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -681506.375000 Penalty: 4378.497070
	Iteration 7Q: 3 clusters Score -681506.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -681614.750000 Penalty: 4378.497070
	Iteration 8Q: 3 clusters Score -681614.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -681710.187500 Penalty: 4378.497070
	Iteration 9Q: 3 clusters Score -681710.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -681807.250000 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -681807.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -681912.750000 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -681912.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -682010.687500 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -682010.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -682097.000000 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -682097 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -682177.125000 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -682177.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -682237.375000 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -682237.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -682283.687500 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -682283.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -682329.375000 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -682329.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -682371.375000 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -682371.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -682405.312500 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -682405.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -682444.000000 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -682444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -682472.000000 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -682472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -682503.312500 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -682503.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -682530.812500 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -682530.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -682548.312500 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -682548.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -682559.812500 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -682559.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -682570.875000 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -682570.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -682578.312500 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -682578.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -682587.625000 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -682587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -682594.812500 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -682594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -682603.125000 Penalty: 4378.497070
	Iteration 30Q: 3 clusters Score -682603.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -682607.937500 Penalty: 4378.497070
	Iteration 31Q: 3 clusters Score -682607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -682610.625000 Penalty: 4378.497070
	Iteration 32Q: 3 clusters Score -682610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -682613.937500 Penalty: 4378.497070
	Iteration 33Q: 3 clusters Score -682613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -682621.000000 Penalty: 4378.497070
	Iteration 34Q: 3 clusters Score -682621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -682624.312500 Penalty: 4378.497070
	Iteration 35Q: 3 clusters Score -682624.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -682629.937500 Penalty: 4378.497070
	Iteration 36Q: 3 clusters Score -682629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -682635.312500 Penalty: 4378.497070
	Iteration 37Q: 3 clusters Score -682635.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -682641.437500 Penalty: 4378.497070
	Iteration 38Q: 3 clusters Score -682641.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -682643.437500 Penalty: 4378.497070
	Iteration 39Q: 3 clusters Score -682643.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -682646.187500 Penalty: 4378.497070
	Iteration 40F: 3 clusters Score -682646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -682651.625000 Penalty: 4378.497070
	Iteration 41Q: 3 clusters Score -682651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -682655.687500 Penalty: 4378.497070
	Iteration 42Q: 3 clusters Score -682655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -682657.062500 Penalty: 4378.497070
	Iteration 43Q: 3 clusters Score -682657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -682660.062500 Penalty: 4378.497070
	Iteration 44Q: 3 clusters Score -682660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -682663.000000 Penalty: 4378.497070
	Iteration 45Q: 3 clusters Score -682663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -682667.250000 Penalty: 4378.497070
	Iteration 46Q: 3 clusters Score -682667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -682668.062500 Penalty: 4378.497070
	Iteration 47Q: 3 clusters Score -682668.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -682670.625000 Penalty: 4378.497070
	Iteration 48Q: 3 clusters Score -682670.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -682672.125000 Penalty: 4378.497070
	Iteration 49Q: 3 clusters Score -682672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -682677.562500 Penalty: 4378.497070
	Iteration 50Q: 3 clusters Score -682677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -682682.937500 Penalty: 4378.497070
	Iteration 51Q: 3 clusters Score -682682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -682685.312500 Penalty: 4378.497070
	Iteration 52Q: 3 clusters Score -682685.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -682695.062500 Penalty: 4378.497070
	Iteration 53Q: 3 clusters Score -682695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -682697.375000 Penalty: 4378.497070
	Iteration 54Q: 3 clusters Score -682697.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -682702.750000 Penalty: 4378.497070
	Iteration 55Q: 3 clusters Score -682702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -682711.937500 Penalty: 4378.497070
	Iteration 56Q: 3 clusters Score -682711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -682715.937500 Penalty: 4378.497070
	Iteration 57Q: 3 clusters Score -682715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -682716.500000 Penalty: 4378.497070
	Iteration 58Q: 3 clusters Score -682716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -682721.500000 Penalty: 4378.497070
	Iteration 59Q: 3 clusters Score -682721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -682727.812500 Penalty: 4378.497070
	Iteration 60F: 3 clusters Score -682727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -682729.687500 Penalty: 4378.497070
	Iteration 61Q: 3 clusters Score -682729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -682731.375000 Penalty: 4378.497070
	Iteration 62Q: 3 clusters Score -682731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -682735.687500 Penalty: 4378.497070
	Iteration 63Q: 3 clusters Score -682735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -682735.687500 Penalty: 4378.497070
	Iteration 64Q: 3 clusters Score -682735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -682738.500000 Penalty: 4378.497070
	Iteration 65Q: 3 clusters Score -682738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -682738.437500 Penalty: 4378.497070
	Iteration 66Q: 3 clusters Score -682738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -682738.812500 Penalty: 4378.497070
	Iteration 67Q: 3 clusters Score -682738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -682738.687500 Penalty: 4378.497070
	Iteration 68Q: 3 clusters Score -682738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -682738.687500 Penalty: 4378.497070
	Iteration 69F: 3 clusters Score -682738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -31392.845703 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -31392.85 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 190 members 
Entering Unmasked Estep 
Score: -29962.814453 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -29962.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30112.312500 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -30112.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30135.656250 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -30135.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30172.302734 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -30172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30185.812500 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -30185.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30191.593750 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -30191.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30195.355469 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -30195.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30195.355469 Penalty: 2935.771240
	Iteration 7F: 3 clusters Score -30195.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Entering Unmasked Estep 
Score: -3454258.500000 Penalty: 2577.848145
	Iteration 0F: 2 clusters Score -3454258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3431917.250000 Penalty: 5155.696289
	Iteration 0F: 3 clusters Score -3431917 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3439983.750000 Penalty: 5155.696289
	Iteration 1F: 3 clusters Score -3439984 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3440390.000000 Penalty: 5155.696289
	Iteration 2Q: 3 clusters Score -3440390 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3440691.000000 Penalty: 5155.696289
	Iteration 3Q: 3 clusters Score -3440691 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3440934.000000 Penalty: 5155.696289
	Iteration 4Q: 3 clusters Score -3440934 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3441154.500000 Penalty: 5155.696289
	Iteration 5Q: 3 clusters Score -3441154 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3441303.750000 Penalty: 5155.696289
	Iteration 6Q: 3 clusters Score -3441304 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3441486.750000 Penalty: 5155.696289
	Iteration 7Q: 3 clusters Score -3441487 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3441689.250000 Penalty: 5155.696289
	Iteration 8Q: 3 clusters Score -3441689 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3441935.250000 Penalty: 5155.696289
	Iteration 9Q: 3 clusters Score -3441935 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3442309.000000 Penalty: 5155.696289
	Iteration 10Q: 3 clusters Score -3442309 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3442939.000000 Penalty: 5155.696289
	Iteration 11Q: 3 clusters Score -3442939 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3443946.750000 Penalty: 5155.696289
	Iteration 12F: 3 clusters Score -3443947 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3445339.250000 Penalty: 5155.696289
	Iteration 13F: 3 clusters Score -3445339 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3447186.500000 Penalty: 5155.696289
	Iteration 14F: 3 clusters Score -3447186 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3449138.000000 Penalty: 5155.696289
	Iteration 15F: 3 clusters Score -3449138 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3450578.750000 Penalty: 5155.696289
	Iteration 16Q: 3 clusters Score -3450579 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3451333.250000 Penalty: 5155.696289
	Iteration 17Q: 3 clusters Score -3451333 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3451643.000000 Penalty: 5155.696289
	Iteration 18Q: 3 clusters Score -3451643 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3451794.250000 Penalty: 5155.696289
	Iteration 19Q: 3 clusters Score -3451794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3451862.000000 Penalty: 5155.696289
	Iteration 20F: 3 clusters Score -3451862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3451903.750000 Penalty: 5155.696289
	Iteration 21Q: 3 clusters Score -3451904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3451928.250000 Penalty: 5155.696289
	Iteration 22Q: 3 clusters Score -3451928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3451936.000000 Penalty: 5155.696289
	Iteration 23Q: 3 clusters Score -3451936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3451942.750000 Penalty: 5155.696289
	Iteration 24Q: 3 clusters Score -3451943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3451944.000000 Penalty: 5155.696289
	Iteration 25Q: 3 clusters Score -3451944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3451942.750000 Penalty: 5155.696289
	Iteration 26Q: 3 clusters Score -3451943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3451946.000000 Penalty: 5155.696289
	Iteration 27Q: 3 clusters Score -3451946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3451948.750000 Penalty: 5155.696289
	Iteration 28Q: 3 clusters Score -3451949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3451948.000000 Penalty: 5155.696289
	Iteration 29Q: 3 clusters Score -3451948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3451948.000000 Penalty: 5155.696289
	Iteration 30F: 3 clusters Score -3451948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (405335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405335 members 
Entering Unmasked Estep 
Score: -42822644.000000 Penalty: 3202.292236
	Iteration 0F: 2 clusters Score -4.282264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202631 members 
Mstep: Class 2 contains 202704 members 
Entering Unmasked Estep 
Score: -42577492.000000 Penalty: 6404.584473
	Iteration 0F: 3 clusters Score -4.257749e+07 nChanged 196954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195621 members 
Mstep: Class 2 contains 209714 members 
Entering Unmasked Estep 
Score: -42695288.000000 Penalty: 6404.584473
	Iteration 1F: 3 clusters Score -4.269529e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190609 members 
Mstep: Class 2 contains 214726 members 
Entering Unmasked Estep 
Score: -42697676.000000 Penalty: 6404.584473
	Iteration 2Q: 3 clusters Score -4.269768e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 222321 members 
Entering Unmasked Estep 
Score: -42701232.000000 Penalty: 6404.584473
	Iteration 3Q: 3 clusters Score -4.270123e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 233481 members 
Entering Unmasked Estep 
Score: -42706812.000000 Penalty: 6404.584473
	Iteration 4Q: 3 clusters Score -4.270681e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155839 members 
Mstep: Class 2 contains 249496 members 
Entering Unmasked Estep 
Score: -42715708.000000 Penalty: 6404.584473
	Iteration 5F: 3 clusters Score -4.271571e+07 nChanged 24984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134401 members 
Mstep: Class 2 contains 270934 members 
Entering Unmasked Estep 
Score: -42729776.000000 Penalty: 6404.584473
	Iteration 6F: 3 clusters Score -4.272978e+07 nChanged 28811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 297265 members 
Entering Unmasked Estep 
Score: -42749784.000000 Penalty: 6404.584473
	Iteration 7F: 3 clusters Score -4.274978e+07 nChanged 28934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 324909 members 
Entering Unmasked Estep 
Score: -42772888.000000 Penalty: 6404.584473
	Iteration 8F: 3 clusters Score -4.277289e+07 nChanged 25795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 350234 members 
Entering Unmasked Estep 
Score: -42790004.000000 Penalty: 6404.584473
	Iteration 9F: 3 clusters Score -4.279e+07 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 370219 members 
Entering Unmasked Estep 
Score: -42802028.000000 Penalty: 6404.584473
	Iteration 10Q: 3 clusters Score -4.280203e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 384294 members 
Entering Unmasked Estep 
Score: -42809500.000000 Penalty: 6404.584473
	Iteration 11Q: 3 clusters Score -4.28095e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 393226 members 
Entering Unmasked Estep 
Score: -42813600.000000 Penalty: 6404.584473
	Iteration 12Q: 3 clusters Score -4.28136e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 398362 members 
Entering Unmasked Estep 
Score: -42816188.000000 Penalty: 6404.584473
	Iteration 13Q: 3 clusters Score -4.281619e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 401179 members 
Entering Unmasked Estep 
Score: -42817616.000000 Penalty: 6404.584473
	Iteration 14Q: 3 clusters Score -4.281762e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 402661 members 
Entering Unmasked Estep 
Score: -42818516.000000 Penalty: 6404.584473
	Iteration 15Q: 3 clusters Score -4.281852e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 403448 members 
Entering Unmasked Estep 
Score: -42818824.000000 Penalty: 6404.584473
	Iteration 16Q: 3 clusters Score -4.281882e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 403908 members 
Entering Unmasked Estep 
Score: -42819064.000000 Penalty: 6404.584473
	Iteration 17Q: 3 clusters Score -4.281906e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 404199 members 
Entering Unmasked Estep 
Score: -42819236.000000 Penalty: 6404.584473
	Iteration 18Q: 3 clusters Score -4.281924e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 404408 members 
Entering Unmasked Estep 
Score: -42819388.000000 Penalty: 6404.584473
	Iteration 19Q: 3 clusters Score -4.281939e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 404538 members 
Entering Unmasked Estep 
Score: -42819608.000000 Penalty: 6404.584473
	Iteration 20F: 3 clusters Score -4.281961e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 404614 members 
Entering Unmasked Estep 
Score: -42819644.000000 Penalty: 6404.584473
	Iteration 21Q: 3 clusters Score -4.281964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 404660 members 
Entering Unmasked Estep 
Score: -42819692.000000 Penalty: 6404.584473
	Iteration 22Q: 3 clusters Score -4.281969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 404686 members 
Entering Unmasked Estep 
Score: -42819680.000000 Penalty: 6404.584473
	Iteration 23Q: 3 clusters Score -4.281968e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 404718 members 
Entering Unmasked Estep 
Score: -42819696.000000 Penalty: 6404.584473
	Iteration 24Q: 3 clusters Score -4.28197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 404737 members 
Entering Unmasked Estep 
Score: -42819696.000000 Penalty: 6404.584473
	Iteration 25Q: 3 clusters Score -4.28197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 404745 members 
Entering Unmasked Estep 
Score: -42819712.000000 Penalty: 6404.584473
	Iteration 26Q: 3 clusters Score -4.281971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 404759 members 
Entering Unmasked Estep 
Score: -42819736.000000 Penalty: 6404.584473
	Iteration 27Q: 3 clusters Score -4.281974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 404772 members 
Entering Unmasked Estep 
Score: -42819748.000000 Penalty: 6404.584473
	Iteration 28Q: 3 clusters Score -4.281975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 404778 members 
Entering Unmasked Estep 
Score: -42819732.000000 Penalty: 6404.584473
	Iteration 29Q: 3 clusters Score -4.281973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 404782 members 
Entering Unmasked Estep 
Score: -42819728.000000 Penalty: 6404.584473
	Iteration 30Q: 3 clusters Score -4.281973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 404783 members 
Entering Unmasked Estep 
Score: -42819736.000000 Penalty: 6404.584473
	Iteration 31Q: 3 clusters Score -4.281974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 404782 members 
Entering Unmasked Estep 
Score: -42819708.000000 Penalty: 6404.584473
	Iteration 32Q: 3 clusters Score -4.281971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 404783 members 
Entering Unmasked Estep 
Score: -42819720.000000 Penalty: 6404.584473
	Iteration 33Q: 3 clusters Score -4.281972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 404783 members 
Entering Unmasked Estep 
Score: -42819720.000000 Penalty: 6404.584473
	Iteration 34F: 3 clusters Score -4.281972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -8551.315430 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -8551.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7763.809570 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -7763.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7769.464355 Penalty: 2340.375244
	Iteration 1Q: 3 clusters Score -7769.464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7769.464355 Penalty: 2340.375244
	Iteration 2F: 3 clusters Score -7769.464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Entering Unmasked Estep 
Score: -2410026.750000 Penalty: 2508.861816
	Iteration 0F: 2 clusters Score -2410027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2392976.500000 Penalty: 5017.723633
	Iteration 0F: 3 clusters Score -2392976 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2398864.000000 Penalty: 5017.723633
	Iteration 1F: 3 clusters Score -2398864 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2399288.500000 Penalty: 5017.723633
	Iteration 2Q: 3 clusters Score -2399288 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2399672.000000 Penalty: 5017.723633
	Iteration 3Q: 3 clusters Score -2399672 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2400089.000000 Penalty: 5017.723633
	Iteration 4Q: 3 clusters Score -2400089 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2400537.000000 Penalty: 5017.723633
	Iteration 5Q: 3 clusters Score -2400537 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2401150.750000 Penalty: 5017.723633
	Iteration 6Q: 3 clusters Score -2401151 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2401967.250000 Penalty: 5017.723633
	Iteration 7F: 3 clusters Score -2401967 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2403114.250000 Penalty: 5017.723633
	Iteration 8F: 3 clusters Score -2403114 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2404402.750000 Penalty: 5017.723633
	Iteration 9F: 3 clusters Score -2404403 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2405641.500000 Penalty: 5017.723633
	Iteration 10F: 3 clusters Score -2405642 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2406612.250000 Penalty: 5017.723633
	Iteration 11Q: 3 clusters Score -2406612 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2407241.500000 Penalty: 5017.723633
	Iteration 12Q: 3 clusters Score -2407242 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2407562.500000 Penalty: 5017.723633
	Iteration 13Q: 3 clusters Score -2407562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2407742.000000 Penalty: 5017.723633
	Iteration 14Q: 3 clusters Score -2407742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2407856.000000 Penalty: 5017.723633
	Iteration 15Q: 3 clusters Score -2407856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2407923.000000 Penalty: 5017.723633
	Iteration 16Q: 3 clusters Score -2407923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2407947.250000 Penalty: 5017.723633
	Iteration 17Q: 3 clusters Score -2407947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2407970.250000 Penalty: 5017.723633
	Iteration 18Q: 3 clusters Score -2407970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2407977.250000 Penalty: 5017.723633
	Iteration 19Q: 3 clusters Score -2407977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2407991.000000 Penalty: 5017.723633
	Iteration 20F: 3 clusters Score -2407991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2408016.000000 Penalty: 5017.723633
	Iteration 21Q: 3 clusters Score -2408016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2408028.750000 Penalty: 5017.723633
	Iteration 22Q: 3 clusters Score -2408029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2408036.500000 Penalty: 5017.723633
	Iteration 23Q: 3 clusters Score -2408036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2408044.000000 Penalty: 5017.723633
	Iteration 24Q: 3 clusters Score -2408044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2408048.750000 Penalty: 5017.723633
	Iteration 25Q: 3 clusters Score -2408049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2408057.500000 Penalty: 5017.723633
	Iteration 26Q: 3 clusters Score -2408058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2408062.000000 Penalty: 5017.723633
	Iteration 27Q: 3 clusters Score -2408062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2408067.000000 Penalty: 5017.723633
	Iteration 28Q: 3 clusters Score -2408067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2408069.000000 Penalty: 5017.723633
	Iteration 29Q: 3 clusters Score -2408069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2408071.000000 Penalty: 5017.723633
	Iteration 30Q: 3 clusters Score -2408071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2408068.500000 Penalty: 5017.723633
	Iteration 31Q: 3 clusters Score -2408068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2408073.000000 Penalty: 5017.723633
	Iteration 32Q: 3 clusters Score -2408073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2408071.500000 Penalty: 5017.723633
	Iteration 33Q: 3 clusters Score -2408072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2408071.500000 Penalty: 5017.723633
	Iteration 34F: 3 clusters Score -2408072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (229912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229912 members 
Entering Unmasked Estep 
Score: -24508428.000000 Penalty: 3061.672119
	Iteration 0F: 2 clusters Score -2.450843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -24357186.000000 Penalty: 6123.344238
	Iteration 0F: 3 clusters Score -2.435719e+07 nChanged 111018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -24423098.000000 Penalty: 6123.344238
	Iteration 1F: 3 clusters Score -2.44231e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -24425004.000000 Penalty: 6123.344238
	Iteration 2Q: 3 clusters Score -2.4425e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -24427914.000000 Penalty: 6123.344238
	Iteration 3Q: 3 clusters Score -2.442791e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138472 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -24433080.000000 Penalty: 6123.344238
	Iteration 4Q: 3 clusters Score -2.443308e+07 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150510 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -24442364.000000 Penalty: 6123.344238
	Iteration 5F: 3 clusters Score -2.444236e+07 nChanged 18080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165966 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -24456778.000000 Penalty: 6123.344238
	Iteration 6F: 3 clusters Score -2.445678e+07 nChanged 18758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182510 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -24474026.000000 Penalty: 6123.344238
	Iteration 7F: 3 clusters Score -2.447403e+07 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195255 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -24488890.000000 Penalty: 6123.344238
	Iteration 8F: 3 clusters Score -2.448889e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202591 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -24497024.000000 Penalty: 6123.344238
	Iteration 9Q: 3 clusters Score -2.449702e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206667 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -24500534.000000 Penalty: 6123.344238
	Iteration 10Q: 3 clusters Score -2.450053e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209568 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -24502350.000000 Penalty: 6123.344238
	Iteration 11Q: 3 clusters Score -2.450235e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211954 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -24503368.000000 Penalty: 6123.344238
	Iteration 12Q: 3 clusters Score -2.450337e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213989 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -24503964.000000 Penalty: 6123.344238
	Iteration 13Q: 3 clusters Score -2.450396e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215725 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -24504384.000000 Penalty: 6123.344238
	Iteration 14Q: 3 clusters Score -2.450438e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217210 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -24504910.000000 Penalty: 6123.344238
	Iteration 15Q: 3 clusters Score -2.450491e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218562 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -24505100.000000 Penalty: 6123.344238
	Iteration 16Q: 3 clusters Score -2.45051e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219701 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -24505478.000000 Penalty: 6123.344238
	Iteration 17Q: 3 clusters Score -2.450548e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220722 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -24505618.000000 Penalty: 6123.344238
	Iteration 18Q: 3 clusters Score -2.450562e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221628 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -24505888.000000 Penalty: 6123.344238
	Iteration 19Q: 3 clusters Score -2.450589e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222426 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -24506032.000000 Penalty: 6123.344238
	Iteration 20F: 3 clusters Score -2.450603e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223095 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -24506168.000000 Penalty: 6123.344238
	Iteration 21Q: 3 clusters Score -2.450617e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223679 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -24506214.000000 Penalty: 6123.344238
	Iteration 22Q: 3 clusters Score -2.450621e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224194 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -24506280.000000 Penalty: 6123.344238
	Iteration 23Q: 3 clusters Score -2.450628e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224654 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -24506312.000000 Penalty: 6123.344238
	Iteration 24Q: 3 clusters Score -2.450631e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225049 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -24506322.000000 Penalty: 6123.344238
	Iteration 25Q: 3 clusters Score -2.450632e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225404 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -24506362.000000 Penalty: 6123.344238
	Iteration 26Q: 3 clusters Score -2.450636e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225715 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -24506416.000000 Penalty: 6123.344238
	Iteration 27Q: 3 clusters Score -2.450642e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225968 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -24506480.000000 Penalty: 6123.344238
	Iteration 28Q: 3 clusters Score -2.450648e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226169 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -24506528.000000 Penalty: 6123.344238
	Iteration 29Q: 3 clusters Score -2.450653e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226340 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -24506566.000000 Penalty: 6123.344238
	Iteration 30Q: 3 clusters Score -2.450657e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226486 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -24506578.000000 Penalty: 6123.344238
	Iteration 31Q: 3 clusters Score -2.450658e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226600 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -24506582.000000 Penalty: 6123.344238
	Iteration 32Q: 3 clusters Score -2.450658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226692 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -24506622.000000 Penalty: 6123.344238
	Iteration 33Q: 3 clusters Score -2.450662e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226778 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -24506608.000000 Penalty: 6123.344238
	Iteration 34Q: 3 clusters Score -2.450661e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226860 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -24506610.000000 Penalty: 6123.344238
	Iteration 35Q: 3 clusters Score -2.450661e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226940 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -24506598.000000 Penalty: 6123.344238
	Iteration 36Q: 3 clusters Score -2.45066e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227011 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -24506608.000000 Penalty: 6123.344238
	Iteration 37Q: 3 clusters Score -2.450661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227075 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -24506636.000000 Penalty: 6123.344238
	Iteration 38Q: 3 clusters Score -2.450664e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227146 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -24506644.000000 Penalty: 6123.344238
	Iteration 39Q: 3 clusters Score -2.450664e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227201 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -24506636.000000 Penalty: 6123.344238
	Iteration 40F: 3 clusters Score -2.450664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227236 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -24506632.000000 Penalty: 6123.344238
	Iteration 41Q: 3 clusters Score -2.450663e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227271 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -24506640.000000 Penalty: 6123.344238
	Iteration 42Q: 3 clusters Score -2.450664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227300 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -24506634.000000 Penalty: 6123.344238
	Iteration 43Q: 3 clusters Score -2.450663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227334 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -24506626.000000 Penalty: 6123.344238
	Iteration 44Q: 3 clusters Score -2.450663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227361 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -24506620.000000 Penalty: 6123.344238
	Iteration 45Q: 3 clusters Score -2.450662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227386 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -24506626.000000 Penalty: 6123.344238
	Iteration 46Q: 3 clusters Score -2.450663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227403 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -24506624.000000 Penalty: 6123.344238
	Iteration 47Q: 3 clusters Score -2.450662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227413 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -24506640.000000 Penalty: 6123.344238
	Iteration 48Q: 3 clusters Score -2.450664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227430 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -24506656.000000 Penalty: 6123.344238
	Iteration 49Q: 3 clusters Score -2.450666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227434 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -24506644.000000 Penalty: 6123.344238
	Iteration 50Q: 3 clusters Score -2.450664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227440 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -24506648.000000 Penalty: 6123.344238
	Iteration 51Q: 3 clusters Score -2.450665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227448 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -24506644.000000 Penalty: 6123.344238
	Iteration 52Q: 3 clusters Score -2.450664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227450 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -24506650.000000 Penalty: 6123.344238
	Iteration 53Q: 3 clusters Score -2.450665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227452 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -24506658.000000 Penalty: 6123.344238
	Iteration 54Q: 3 clusters Score -2.450666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -24506662.000000 Penalty: 6123.344238
	Iteration 55Q: 3 clusters Score -2.450666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227459 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -24506652.000000 Penalty: 6123.344238
	Iteration 56Q: 3 clusters Score -2.450665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227463 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -24506662.000000 Penalty: 6123.344238
	Iteration 57Q: 3 clusters Score -2.450666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227464 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -24506656.000000 Penalty: 6123.344238
	Iteration 58Q: 3 clusters Score -2.450666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227467 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -24506644.000000 Penalty: 6123.344238
	Iteration 59Q: 3 clusters Score -2.450664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227469 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -24506646.000000 Penalty: 6123.344238
	Iteration 60F: 3 clusters Score -2.450665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227470 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -24506650.000000 Penalty: 6123.344238
	Iteration 61Q: 3 clusters Score -2.450665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227472 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -24506650.000000 Penalty: 6123.344238
	Iteration 62Q: 3 clusters Score -2.450665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227472 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -24506650.000000 Penalty: 6123.344238
	Iteration 63F: 3 clusters Score -2.450665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -742080.000000 Penalty: 2193.073242
	Iteration 0F: 2 clusters Score -742080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -736295.187500 Penalty: 4386.146484
	Iteration 0F: 3 clusters Score -736295.2 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -737791.312500 Penalty: 4386.146484
	Iteration 1F: 3 clusters Score -737791.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -738016.625000 Penalty: 4386.146484
	Iteration 2F: 3 clusters Score -738016.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -738144.875000 Penalty: 4386.146484
	Iteration 3Q: 3 clusters Score -738144.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -738234.750000 Penalty: 4386.146484
	Iteration 4Q: 3 clusters Score -738234.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -738300.937500 Penalty: 4386.146484
	Iteration 5Q: 3 clusters Score -738300.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -738368.562500 Penalty: 4386.146484
	Iteration 6Q: 3 clusters Score -738368.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -738426.500000 Penalty: 4386.146484
	Iteration 7Q: 3 clusters Score -738426.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -738475.312500 Penalty: 4386.146484
	Iteration 8Q: 3 clusters Score -738475.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -738523.812500 Penalty: 4386.146484
	Iteration 9Q: 3 clusters Score -738523.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -738561.250000 Penalty: 4386.146484
	Iteration 10Q: 3 clusters Score -738561.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -738601.312500 Penalty: 4386.146484
	Iteration 11Q: 3 clusters Score -738601.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -738640.375000 Penalty: 4386.146484
	Iteration 12Q: 3 clusters Score -738640.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -738690.062500 Penalty: 4386.146484
	Iteration 13Q: 3 clusters Score -738690.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -738742.750000 Penalty: 4386.146484
	Iteration 14Q: 3 clusters Score -738742.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -738803.875000 Penalty: 4386.146484
	Iteration 15Q: 3 clusters Score -738803.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -738871.437500 Penalty: 4386.146484
	Iteration 16Q: 3 clusters Score -738871.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -738943.625000 Penalty: 4386.146484
	Iteration 17Q: 3 clusters Score -738943.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -739018.812500 Penalty: 4386.146484
	Iteration 18Q: 3 clusters Score -739018.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -739098.875000 Penalty: 4386.146484
	Iteration 19Q: 3 clusters Score -739098.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -739183.812500 Penalty: 4386.146484
	Iteration 20F: 3 clusters Score -739183.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -739271.062500 Penalty: 4386.146484
	Iteration 21Q: 3 clusters Score -739271.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -739363.562500 Penalty: 4386.146484
	Iteration 22Q: 3 clusters Score -739363.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -739466.437500 Penalty: 4386.146484
	Iteration 23Q: 3 clusters Score -739466.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -739568.312500 Penalty: 4386.146484
	Iteration 24Q: 3 clusters Score -739568.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -739649.187500 Penalty: 4386.146484
	Iteration 25Q: 3 clusters Score -739649.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -739713.750000 Penalty: 4386.146484
	Iteration 26Q: 3 clusters Score -739713.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -739775.875000 Penalty: 4386.146484
	Iteration 27Q: 3 clusters Score -739775.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -739825.312500 Penalty: 4386.146484
	Iteration 28Q: 3 clusters Score -739825.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -739864.625000 Penalty: 4386.146484
	Iteration 29Q: 3 clusters Score -739864.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -739901.375000 Penalty: 4386.146484
	Iteration 30Q: 3 clusters Score -739901.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -739927.562500 Penalty: 4386.146484
	Iteration 31Q: 3 clusters Score -739927.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -739960.187500 Penalty: 4386.146484
	Iteration 32Q: 3 clusters Score -739960.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -739987.375000 Penalty: 4386.146484
	Iteration 33Q: 3 clusters Score -739987.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -740018.687500 Penalty: 4386.146484
	Iteration 34Q: 3 clusters Score -740018.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -740051.687500 Penalty: 4386.146484
	Iteration 35Q: 3 clusters Score -740051.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -740076.125000 Penalty: 4386.146484
	Iteration 36Q: 3 clusters Score -740076.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -740093.000000 Penalty: 4386.146484
	Iteration 37Q: 3 clusters Score -740093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -740107.937500 Penalty: 4386.146484
	Iteration 38Q: 3 clusters Score -740107.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -740117.500000 Penalty: 4386.146484
	Iteration 39Q: 3 clusters Score -740117.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -740124.375000 Penalty: 4386.146484
	Iteration 40F: 3 clusters Score -740124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -740126.375000 Penalty: 4386.146484
	Iteration 41Q: 3 clusters Score -740126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -740128.125000 Penalty: 4386.146484
	Iteration 42Q: 3 clusters Score -740128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -740132.250000 Penalty: 4386.146484
	Iteration 43Q: 3 clusters Score -740132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -740137.125000 Penalty: 4386.146484
	Iteration 44Q: 3 clusters Score -740137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -740137.437500 Penalty: 4386.146484
	Iteration 45Q: 3 clusters Score -740137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -740137.937500 Penalty: 4386.146484
	Iteration 46Q: 3 clusters Score -740137.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -740137.937500 Penalty: 4386.146484
	Iteration 47F: 3 clusters Score -740137.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -174710.406250 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -174710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -172223.937500 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -172223.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172641.093750 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -172641.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -172765.953125 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -172766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172840.328125 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -172840.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172876.875000 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -172876.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172897.796875 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -172897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172906.656250 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -172906.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -172919.421875 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -172919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172924.812500 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -172924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172930.000000 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -172930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172932.906250 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -172932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -172936.328125 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -172936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172940.812500 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -172940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172948.562500 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -172948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -172949.843750 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -172949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -172949.843750 Penalty: 3705.513672
	Iteration 15F: 3 clusters Score -172949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -90682.250000 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -90682.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88796.867188 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -88796.87 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -89070.140625 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -89070.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89167.281250 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -89167.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89225.187500 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -89225.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89321.507812 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -89321.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89454.367188 Penalty: 3421.261719
	Iteration 5F: 3 clusters Score -89454.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89616.171875 Penalty: 3421.261719
	Iteration 6F: 3 clusters Score -89616.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89885.726562 Penalty: 3421.261719
	Iteration 7F: 3 clusters Score -89885.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90350.648438 Penalty: 3421.261719
	Iteration 8F: 3 clusters Score -90350.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90706.898438 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -90706.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90892.031250 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -90892.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90985.406250 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -90985.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91050.000000 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -91050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91096.812500 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -91096.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91157.156250 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -91157.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91224.273438 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -91224.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91524.539062 Penalty: 3421.261719
	Iteration 16Q: 3 clusters Score -91524.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91779.468750 Penalty: 3421.261719
	Iteration 17Q: 3 clusters Score -91779.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91779.468750 Penalty: 3421.261719
	Iteration 18F: 3 clusters Score -91779.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 33810 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 208716 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 114565 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 308252 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 32681 members 
Mstep: Class 19 contains 405335 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 24745 members 
Mstep: Class 22 contains 229912 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
Score: -158371264.000000 Penalty: 95332.726562
Splitting cluster 25 changes total score from -158372112.000000 to -158371264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -29111.130859 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -29111.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27754.890625 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -27754.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27910.570312 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -27910.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27992.603516 Penalty: 2874.844727
	Iteration 2Q: 3 clusters Score -27992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28004.589844 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -28004.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28016.818359 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -28016.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28019.648438 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -28019.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28023.943359 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -28023.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28023.943359 Penalty: 2874.844727
	Iteration 7F: 3 clusters Score -28023.94 nChanged 0
--- Evaluating fit on full set of 4573905 points ---
Entering Unmasked Estep 
Score: -458883744.000000 Penalty: 98885.734375
24->27 Clusters: Score -458883744.000000, best is -460445440.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1524635 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 63294 members 
Mstep: Class 3 contains 63769 members 
Mstep: Class 4 contains 63411 members 
Mstep: Class 5 contains 63613 members 
Mstep: Class 6 contains 63685 members 
Mstep: Class 7 contains 63538 members 
Mstep: Class 8 contains 63372 members 
Mstep: Class 9 contains 63809 members 
Mstep: Class 10 contains 63512 members 
Mstep: Class 11 contains 63873 members 
Mstep: Class 12 contains 63133 members 
Mstep: Class 13 contains 63811 members 
Mstep: Class 14 contains 63306 members 
Mstep: Class 15 contains 63668 members 
Mstep: Class 16 contains 63575 members 
Mstep: Class 17 contains 63794 members 
Mstep: Class 18 contains 63385 members 
Mstep: Class 19 contains 63701 members 
Mstep: Class 20 contains 63075 members 
Mstep: Class 21 contains 63556 members 
Mstep: Class 22 contains 63298 members 
Mstep: Class 23 contains 63570 members 
Mstep: Class 24 contains 63426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 395.513611 but Gain 3530.843750
Score: -150858976.000000 Penalty: 81209.359375
Iteration 0F: 24 clusters Score -1.50859e+08 nChanged 1455943
Entering Unmasked Mstep 
Mstep: Class 0 contains 3385 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 146673 members 
Mstep: Class 4 contains 40046 members 
Mstep: Class 5 contains 160778 members 
Mstep: Class 6 contains 55352 members 
Mstep: Class 7 contains 24597 members 
Mstep: Class 8 contains 70388 members 
Mstep: Class 9 contains 14819 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 100113 members 
Mstep: Class 12 contains 20506 members 
Mstep: Class 13 contains 109868 members 
Mstep: Class 14 contains 94120 members 
Mstep: Class 15 contains 34920 members 
Mstep: Class 16 contains 43203 members 
Mstep: Class 17 contains 88733 members 
Mstep: Class 18 contains 112063 members 
Mstep: Class 20 contains 141273 members 
Mstep: Class 21 contains 85382 members 
Mstep: Class 22 contains 24604 members 
Mstep: Class 23 contains 81813 members 
Mstep: Class 24 contains 13721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156088416.000000 Penalty: 81209.359375
Iteration 1F: 24 clusters Score -1.560884e+08 nChanged 485445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2680 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 193704 members 
Mstep: Class 4 contains 22141 members 
Mstep: Class 5 contains 202014 members 
Mstep: Class 6 contains 54082 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 8 contains 54852 members 
Mstep: Class 9 contains 7948 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 84703 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 134303 members 
Mstep: Class 14 contains 116703 members 
Mstep: Class 15 contains 22551 members 
Mstep: Class 16 contains 33860 members 
Mstep: Class 17 contains 73700 members 
Mstep: Class 18 contains 130702 members 
Mstep: Class 20 contains 145168 members 
Mstep: Class 21 contains 69981 members 
Mstep: Class 22 contains 13716 members 
Mstep: Class 23 contains 83174 members 
Mstep: Class 24 contains 10992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156749296.000000 Penalty: 81209.359375
Iteration 2F: 24 clusters Score -1.567493e+08 nChanged 316328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2427 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 227356 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 235632 members 
Mstep: Class 6 contains 50538 members 
Mstep: Class 7 contains 12875 members 
Mstep: Class 8 contains 45329 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 15510 members 
Mstep: Class 11 contains 69444 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 140386 members 
Mstep: Class 14 contains 117138 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 25082 members 
Mstep: Class 17 contains 62032 members 
Mstep: Class 18 contains 133421 members 
Mstep: Class 20 contains 158186 members 
Mstep: Class 21 contains 68982 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 85768 members 
Mstep: Class 24 contains 11146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2994.917236 but Gain 3530.835938
Score: -157019728.000000 Penalty: 77678.523438
Iteration 3F: 23 clusters Score -1.570197e+08 nChanged 244151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2060 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 253961 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 266196 members 
Mstep: Class 6 contains 47526 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 41736 members 
Mstep: Class 10 contains 13893 members 
Mstep: Class 11 contains 54713 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 136628 members 
Mstep: Class 14 contains 106494 members 
Mstep: Class 15 contains 10360 members 
Mstep: Class 16 contains 18004 members 
Mstep: Class 17 contains 51426 members 
Mstep: Class 18 contains 131850 members 
Mstep: Class 20 contains 179140 members 
Mstep: Class 21 contains 71320 members 
Mstep: Class 22 contains 4070 members 
Mstep: Class 23 contains 85321 members 
Mstep: Class 24 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2320.138916 but Gain 3530.843750
Score: -157233424.000000 Penalty: 74147.679688
Iteration 4F: 22 clusters Score -1.572334e+08 nChanged 210603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1459 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 275008 members 
Mstep: Class 4 contains 5880 members 
Mstep: Class 5 contains 294986 members 
Mstep: Class 6 contains 45708 members 
Mstep: Class 7 contains 10436 members 
Mstep: Class 8 contains 40568 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 41384 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 128498 members 
Mstep: Class 14 contains 91820 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 41750 members 
Mstep: Class 18 contains 128383 members 
Mstep: Class 20 contains 203238 members 
Mstep: Class 21 contains 70658 members 
Mstep: Class 23 contains 81950 members 
Mstep: Class 24 contains 9831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2596.604004 but Gain 3530.843750
Score: -157425696.000000 Penalty: 70616.835938
Iteration 5F: 21 clusters Score -1.574257e+08 nChanged 189329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1047 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 3 contains 289551 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 321638 members 
Mstep: Class 6 contains 45472 members 
Mstep: Class 7 contains 9701 members 
Mstep: Class 8 contains 40446 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 29759 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 118491 members 
Mstep: Class 14 contains 76891 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 9742 members 
Mstep: Class 17 contains 32705 members 
Mstep: Class 18 contains 123249 members 
Mstep: Class 20 contains 228280 members 
Mstep: Class 21 contains 67460 members 
Mstep: Class 23 contains 77162 members 
Mstep: Class 24 contains 10101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157600048.000000 Penalty: 70616.835938
Iteration 6F: 21 clusters Score -1.576e+08 nChanged 173563
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 3 contains 295776 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 346717 members 
Mstep: Class 6 contains 47180 members 
Mstep: Class 7 contains 9073 members 
Mstep: Class 8 contains 40458 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 11 contains 20065 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 108745 members 
Mstep: Class 14 contains 63606 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 7742 members 
Mstep: Class 17 contains 24672 members 
Mstep: Class 18 contains 116153 members 
Mstep: Class 20 contains 255302 members 
Mstep: Class 21 contains 63903 members 
Mstep: Class 23 contains 71283 members 
Mstep: Class 24 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743248.000000 Penalty: 70616.835938
Iteration 7F: 21 clusters Score -1.577432e+08 nChanged 162765
Entering Unmasked Mstep 
Mstep: Class 0 contains 529 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 3 contains 295522 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 365538 members 
Mstep: Class 6 contains 50474 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 12894 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 100864 members 
Mstep: Class 14 contains 53104 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 18173 members 
Mstep: Class 18 contains 107271 members 
Mstep: Class 20 contains 285621 members 
Mstep: Class 21 contains 60686 members 
Mstep: Class 23 contains 65542 members 
Mstep: Class 24 contains 11659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157850464.000000 Penalty: 70616.835938
Iteration 8F: 21 clusters Score -1.578505e+08 nChanged 151118
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 3 contains 290706 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 375312 members 
Mstep: Class 6 contains 54302 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 8 contains 39673 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 8094 members 
Mstep: Class 12 contains 2140 members 
Mstep: Class 13 contains 96192 members 
Mstep: Class 14 contains 45285 members 
Mstep: Class 15 contains 6151 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 97271 members 
Mstep: Class 20 contains 319528 members 
Mstep: Class 21 contains 57986 members 
Mstep: Class 23 contains 59941 members 
Mstep: Class 24 contains 12547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157944144.000000 Penalty: 70616.835938
Iteration 9F: 21 clusters Score -1.579441e+08 nChanged 138889
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 3 contains 283248 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 375785 members 
Mstep: Class 6 contains 57871 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 38479 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 94257 members 
Mstep: Class 14 contains 39661 members 
Mstep: Class 15 contains 6224 members 
Mstep: Class 16 contains 4143 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 86506 members 
Mstep: Class 20 contains 357032 members 
Mstep: Class 21 contains 56065 members 
Mstep: Class 23 contains 55247 members 
Mstep: Class 24 contains 13365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3383.978516 but Gain 3530.843750
Score: -158012000.000000 Penalty: 67085.992188
Iteration 10F: 20 clusters Score -1.58012e+08 nChanged 126202
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 3 contains 274618 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 366089 members 
Mstep: Class 6 contains 61157 members 
Mstep: Class 7 contains 6731 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 95210 members 
Mstep: Class 14 contains 36298 members 
Mstep: Class 15 contains 6172 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 6668 members 
Mstep: Class 18 contains 77689 members 
Mstep: Class 20 contains 396149 members 
Mstep: Class 21 contains 55078 members 
Mstep: Class 23 contains 53077 members 
Mstep: Class 24 contains 14066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158059744.000000 Penalty: 67085.992188
Iteration 11F: 20 clusters Score -1.580597e+08 nChanged 105501
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 3 contains 267520 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 353150 members 
Mstep: Class 6 contains 63633 members 
Mstep: Class 7 contains 6325 members 
Mstep: Class 8 contains 36107 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 97262 members 
Mstep: Class 14 contains 34174 members 
Mstep: Class 15 contains 6186 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 5009 members 
Mstep: Class 18 contains 71340 members 
Mstep: Class 20 contains 423943 members 
Mstep: Class 21 contains 55260 members 
Mstep: Class 23 contains 52350 members 
Mstep: Class 24 contains 14614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3160.972168 but Gain 3530.839844
Score: -158085584.000000 Penalty: 63555.152344
Iteration 12F: 19 clusters Score -1.580856e+08 nChanged 87572
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 3 contains 263050 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 344911 members 
Mstep: Class 6 contains 65561 members 
Mstep: Class 7 contains 5936 members 
Mstep: Class 8 contains 35305 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 101204 members 
Mstep: Class 14 contains 33048 members 
Mstep: Class 15 contains 6394 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 67810 members 
Mstep: Class 20 contains 437650 members 
Mstep: Class 21 contains 56302 members 
Mstep: Class 23 contains 53195 members 
Mstep: Class 24 contains 15109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158109136.000000 Penalty: 63555.152344
Iteration 13F: 19 clusters Score -1.581091e+08 nChanged 68269
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 3 contains 260315 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 341270 members 
Mstep: Class 6 contains 66822 members 
Mstep: Class 7 contains 5580 members 
Mstep: Class 8 contains 34814 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 104344 members 
Mstep: Class 14 contains 32573 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 66397 members 
Mstep: Class 20 contains 439568 members 
Mstep: Class 21 contains 57638 members 
Mstep: Class 23 contains 54354 members 
Mstep: Class 24 contains 15585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3269.274902 but Gain 3530.839844
Score: -158125216.000000 Penalty: 60024.312500
Iteration 14Q: 18 clusters Score -1.581252e+08 nChanged 57604
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 3 contains 259501 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 341924 members 
Mstep: Class 6 contains 67693 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 34565 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 12 contains 2207 members 
Mstep: Class 13 contains 107830 members 
Mstep: Class 14 contains 32521 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 18 contains 66577 members 
Mstep: Class 20 contains 435152 members 
Mstep: Class 21 contains 59116 members 
Mstep: Class 23 contains 55652 members 
Mstep: Class 24 contains 16037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158145568.000000 Penalty: 60024.312500
Iteration 15Q: 18 clusters Score -1.581456e+08 nChanged 46479
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 3 contains 258962 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 343336 members 
Mstep: Class 6 contains 68079 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 34225 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 111772 members 
Mstep: Class 14 contains 32599 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 18 contains 67212 members 
Mstep: Class 20 contains 426189 members 
Mstep: Class 21 contains 60165 members 
Mstep: Class 23 contains 56928 members 
Mstep: Class 24 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158164096.000000 Penalty: 60024.312500
Iteration 16Q: 18 clusters Score -1.581641e+08 nChanged 40646
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 3 contains 258561 members 
Mstep: Class 4 contains 1960 members 
Mstep: Class 5 contains 345233 members 
Mstep: Class 6 contains 68231 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 33911 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 12 contains 2222 members 
Mstep: Class 13 contains 116049 members 
Mstep: Class 14 contains 32910 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 18 contains 68423 members 
Mstep: Class 20 contains 415869 members 
Mstep: Class 21 contains 60965 members 
Mstep: Class 23 contains 58042 members 
Mstep: Class 24 contains 16867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158178528.000000 Penalty: 60024.312500
Iteration 17Q: 18 clusters Score -1.581785e+08 nChanged 37094
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 3 contains 258160 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 5 contains 346844 members 
Mstep: Class 6 contains 68182 members 
Mstep: Class 7 contains 4310 members 
Mstep: Class 8 contains 33622 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 120487 members 
Mstep: Class 14 contains 33240 members 
Mstep: Class 15 contains 10610 members 
Mstep: Class 18 contains 70038 members 
Mstep: Class 20 contains 405852 members 
Mstep: Class 21 contains 61524 members 
Mstep: Class 23 contains 58911 members 
Mstep: Class 24 contains 17223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158192048.000000 Penalty: 60024.312500
Iteration 18Q: 18 clusters Score -1.58192e+08 nChanged 34260
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 3 contains 257932 members 
Mstep: Class 4 contains 1946 members 
Mstep: Class 5 contains 348107 members 
Mstep: Class 6 contains 67828 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 33353 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 125047 members 
Mstep: Class 14 contains 33622 members 
Mstep: Class 15 contains 11845 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 20 contains 396283 members 
Mstep: Class 21 contains 61938 members 
Mstep: Class 23 contains 59605 members 
Mstep: Class 24 contains 17511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158204512.000000 Penalty: 60024.312500
Iteration 19Q: 18 clusters Score -1.582045e+08 nChanged 32321
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 3 contains 257496 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 348642 members 
Mstep: Class 6 contains 67166 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 33154 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 129814 members 
Mstep: Class 14 contains 34154 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 18 contains 73569 members 
Mstep: Class 20 contains 387575 members 
Mstep: Class 21 contains 62268 members 
Mstep: Class 23 contains 60094 members 
Mstep: Class 24 contains 17732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158218288.000000 Penalty: 60024.312500
Iteration 20F: 18 clusters Score -1.582183e+08 nChanged 30698
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 3 contains 256739 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 348419 members 
Mstep: Class 6 contains 66214 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 32928 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 134912 members 
Mstep: Class 14 contains 34840 members 
Mstep: Class 15 contains 14822 members 
Mstep: Class 18 contains 75346 members 
Mstep: Class 20 contains 379962 members 
Mstep: Class 21 contains 62538 members 
Mstep: Class 23 contains 60343 members 
Mstep: Class 24 contains 17884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158229504.000000 Penalty: 60024.312500
Iteration 21Q: 18 clusters Score -1.582295e+08 nChanged 29089
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 3 contains 255808 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 347441 members 
Mstep: Class 6 contains 65088 members 
Mstep: Class 7 contains 3408 members 
Mstep: Class 8 contains 32654 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 139957 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 16514 members 
Mstep: Class 18 contains 77132 members 
Mstep: Class 20 contains 373715 members 
Mstep: Class 21 contains 62770 members 
Mstep: Class 23 contains 60336 members 
Mstep: Class 24 contains 17993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158240448.000000 Penalty: 60024.312500
Iteration 22Q: 18 clusters Score -1.582404e+08 nChanged 28399
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 3 contains 254633 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 345657 members 
Mstep: Class 6 contains 63854 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 32440 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 145289 members 
Mstep: Class 14 contains 36504 members 
Mstep: Class 15 contains 18201 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 20 contains 368430 members 
Mstep: Class 21 contains 62964 members 
Mstep: Class 23 contains 60205 members 
Mstep: Class 24 contains 18076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158249712.000000 Penalty: 60024.312500
Iteration 23Q: 18 clusters Score -1.582497e+08 nChanged 27243
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 3 contains 253362 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 343455 members 
Mstep: Class 6 contains 62458 members 
Mstep: Class 7 contains 2958 members 
Mstep: Class 8 contains 32193 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 150790 members 
Mstep: Class 14 contains 37512 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 18 contains 80623 members 
Mstep: Class 20 contains 363962 members 
Mstep: Class 21 contains 63209 members 
Mstep: Class 23 contains 59860 members 
Mstep: Class 24 contains 18120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158259488.000000 Penalty: 60024.312500
Iteration 24Q: 18 clusters Score -1.582595e+08 nChanged 26186
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 3 contains 251730 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 340860 members 
Mstep: Class 6 contains 60832 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 156618 members 
Mstep: Class 14 contains 38677 members 
Mstep: Class 15 contains 21301 members 
Mstep: Class 18 contains 82201 members 
Mstep: Class 20 contains 360621 members 
Mstep: Class 21 contains 63447 members 
Mstep: Class 23 contains 59267 members 
Mstep: Class 24 contains 18152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158266256.000000 Penalty: 60024.312500
Iteration 25Q: 18 clusters Score -1.582663e+08 nChanged 25695
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 3 contains 249781 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 337890 members 
Mstep: Class 6 contains 59075 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 31402 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 162688 members 
Mstep: Class 14 contains 40023 members 
Mstep: Class 15 contains 22717 members 
Mstep: Class 18 contains 83640 members 
Mstep: Class 20 contains 358227 members 
Mstep: Class 21 contains 63716 members 
Mstep: Class 23 contains 58388 members 
Mstep: Class 24 contains 18180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3491.365479 but Gain 3530.843750
Score: -158274912.000000 Penalty: 56493.468750
Iteration 26Q: 17 clusters Score -1.582749e+08 nChanged 27726
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 3 contains 247462 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 334767 members 
Mstep: Class 6 contains 57271 members 
Mstep: Class 8 contains 31285 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 169019 members 
Mstep: Class 14 contains 41496 members 
Mstep: Class 15 contains 23968 members 
Mstep: Class 18 contains 85075 members 
Mstep: Class 20 contains 357062 members 
Mstep: Class 21 contains 65227 members 
Mstep: Class 23 contains 57319 members 
Mstep: Class 24 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158284352.000000 Penalty: 56493.468750
Iteration 27Q: 17 clusters Score -1.582844e+08 nChanged 25913
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 3 contains 244934 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 331259 members 
Mstep: Class 6 contains 55587 members 
Mstep: Class 8 contains 30765 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 175991 members 
Mstep: Class 14 contains 43018 members 
Mstep: Class 15 contains 25151 members 
Mstep: Class 18 contains 86313 members 
Mstep: Class 20 contains 355142 members 
Mstep: Class 21 contains 65929 members 
Mstep: Class 23 contains 56133 members 
Mstep: Class 24 contains 18053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158291104.000000 Penalty: 56493.468750
Iteration 28Q: 17 clusters Score -1.582911e+08 nChanged 25270
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 3 contains 242018 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 327583 members 
Mstep: Class 6 contains 53889 members 
Mstep: Class 8 contains 30184 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 183449 members 
Mstep: Class 14 contains 44565 members 
Mstep: Class 15 contains 26269 members 
Mstep: Class 18 contains 87368 members 
Mstep: Class 20 contains 353785 members 
Mstep: Class 21 contains 66564 members 
Mstep: Class 23 contains 54802 members 
Mstep: Class 24 contains 17843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158297568.000000 Penalty: 56493.468750
Iteration 29Q: 17 clusters Score -1.582976e+08 nChanged 25080
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 3 contains 238854 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 323964 members 
Mstep: Class 6 contains 52219 members 
Mstep: Class 8 contains 29508 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 191229 members 
Mstep: Class 14 contains 46110 members 
Mstep: Class 15 contains 27283 members 
Mstep: Class 18 contains 88229 members 
Mstep: Class 20 contains 352678 members 
Mstep: Class 21 contains 67215 members 
Mstep: Class 23 contains 53411 members 
Mstep: Class 24 contains 17663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158304880.000000 Penalty: 56493.468750
Iteration 30Q: 17 clusters Score -1.583049e+08 nChanged 24867
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 3 contains 235500 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 320353 members 
Mstep: Class 6 contains 50545 members 
Mstep: Class 8 contains 28760 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 199246 members 
Mstep: Class 14 contains 47576 members 
Mstep: Class 15 contains 28233 members 
Mstep: Class 18 contains 89032 members 
Mstep: Class 20 contains 351854 members 
Mstep: Class 21 contains 67892 members 
Mstep: Class 23 contains 51933 members 
Mstep: Class 24 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158309520.000000 Penalty: 56493.468750
Iteration 31Q: 17 clusters Score -1.583095e+08 nChanged 24814
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 3 contains 232200 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 316692 members 
Mstep: Class 6 contains 48827 members 
Mstep: Class 8 contains 27937 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 207327 members 
Mstep: Class 14 contains 49019 members 
Mstep: Class 15 contains 29153 members 
Mstep: Class 18 contains 89789 members 
Mstep: Class 20 contains 351147 members 
Mstep: Class 21 contains 68569 members 
Mstep: Class 23 contains 50497 members 
Mstep: Class 24 contains 17324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158314416.000000 Penalty: 56493.468750
Iteration 32Q: 17 clusters Score -1.583144e+08 nChanged 24539
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 3 contains 229063 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 312960 members 
Mstep: Class 6 contains 47104 members 
Mstep: Class 8 contains 27098 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 215211 members 
Mstep: Class 14 contains 50365 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 18 contains 90533 members 
Mstep: Class 20 contains 350697 members 
Mstep: Class 21 contains 69241 members 
Mstep: Class 23 contains 49094 members 
Mstep: Class 24 contains 17196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318896.000000 Penalty: 56493.468750
Iteration 33Q: 17 clusters Score -1.583189e+08 nChanged 23969
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 3 contains 226065 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 309208 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 8 contains 26277 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 222893 members 
Mstep: Class 14 contains 51614 members 
Mstep: Class 15 contains 30800 members 
Mstep: Class 18 contains 91297 members 
Mstep: Class 20 contains 350353 members 
Mstep: Class 21 contains 69924 members 
Mstep: Class 23 contains 47706 members 
Mstep: Class 24 contains 17089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323376.000000 Penalty: 56493.468750
Iteration 34Q: 17 clusters Score -1.583234e+08 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 3 contains 223352 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 305715 members 
Mstep: Class 6 contains 43640 members 
Mstep: Class 8 contains 25458 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 230397 members 
Mstep: Class 14 contains 52765 members 
Mstep: Class 15 contains 31554 members 
Mstep: Class 18 contains 92151 members 
Mstep: Class 20 contains 349783 members 
Mstep: Class 21 contains 70573 members 
Mstep: Class 23 contains 46355 members 
Mstep: Class 24 contains 16975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326128.000000 Penalty: 56493.468750
Iteration 35Q: 17 clusters Score -1.583261e+08 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 3 contains 220856 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 302518 members 
Mstep: Class 6 contains 41877 members 
Mstep: Class 8 contains 24678 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 237573 members 
Mstep: Class 14 contains 53789 members 
Mstep: Class 15 contains 32315 members 
Mstep: Class 18 contains 92896 members 
Mstep: Class 20 contains 349132 members 
Mstep: Class 21 contains 71200 members 
Mstep: Class 23 contains 45058 members 
Mstep: Class 24 contains 16894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158329824.000000 Penalty: 56493.468750
Iteration 36Q: 17 clusters Score -1.583298e+08 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 3 contains 218443 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 299799 members 
Mstep: Class 6 contains 40099 members 
Mstep: Class 8 contains 23967 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 244419 members 
Mstep: Class 14 contains 54682 members 
Mstep: Class 15 contains 33041 members 
Mstep: Class 18 contains 93670 members 
Mstep: Class 20 contains 348387 members 
Mstep: Class 21 contains 71786 members 
Mstep: Class 23 contains 43764 members 
Mstep: Class 24 contains 16801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333712.000000 Penalty: 56493.468750
Iteration 37Q: 17 clusters Score -1.583337e+08 nChanged 19446
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 3 contains 216065 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 297685 members 
Mstep: Class 6 contains 38366 members 
Mstep: Class 8 contains 23255 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 250682 members 
Mstep: Class 14 contains 55438 members 
Mstep: Class 15 contains 33713 members 
Mstep: Class 18 contains 94436 members 
Mstep: Class 20 contains 347629 members 
Mstep: Class 21 contains 72378 members 
Mstep: Class 23 contains 42579 members 
Mstep: Class 24 contains 16699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336384.000000 Penalty: 56493.468750
Iteration 38Q: 17 clusters Score -1.583364e+08 nChanged 18175
Entering ConstructFrom: 
Score: -158336384.000000 Penalty: 56493.468750
Entering ConstructFrom: 
Trying to split cluster 1 (28662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Entering Unmasked Estep 
Score: -2722405.250000 Penalty: 2545.305176
	Iteration 0F: 2 clusters Score -2722405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2702854.750000 Penalty: 5090.610352
	Iteration 0F: 3 clusters Score -2702855 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2710638.500000 Penalty: 5090.610352
	Iteration 1F: 3 clusters Score -2710638 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2711998.750000 Penalty: 5090.610352
	Iteration 2F: 3 clusters Score -2711999 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2714573.250000 Penalty: 5090.610352
	Iteration 3F: 3 clusters Score -2714573 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2719054.250000 Penalty: 5090.610352
	Iteration 4F: 3 clusters Score -2719054 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2723782.250000 Penalty: 5090.610352
	Iteration 5F: 3 clusters Score -2723782 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2726981.500000 Penalty: 5090.610352
	Iteration 6F: 3 clusters Score -2726982 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2728640.250000 Penalty: 5090.610352
	Iteration 7F: 3 clusters Score -2728640 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2729328.000000 Penalty: 5090.610352
	Iteration 8Q: 3 clusters Score -2729328 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2729643.000000 Penalty: 5090.610352
	Iteration 9Q: 3 clusters Score -2729643 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2729762.250000 Penalty: 5090.610352
	Iteration 10Q: 3 clusters Score -2729762 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2729827.000000 Penalty: 5090.610352
	Iteration 11Q: 3 clusters Score -2729827 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2729866.000000 Penalty: 5090.610352
	Iteration 12Q: 3 clusters Score -2729866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2729886.250000 Penalty: 5090.610352
	Iteration 13Q: 3 clusters Score -2729886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2729895.750000 Penalty: 5090.610352
	Iteration 14Q: 3 clusters Score -2729896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2729901.750000 Penalty: 5090.610352
	Iteration 15Q: 3 clusters Score -2729902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2729898.250000 Penalty: 5090.610352
	Iteration 16Q: 3 clusters Score -2729898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2729897.000000 Penalty: 5090.610352
	Iteration 17Q: 3 clusters Score -2729897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2729899.250000 Penalty: 5090.610352
	Iteration 18Q: 3 clusters Score -2729899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2729902.250000 Penalty: 5090.610352
	Iteration 19Q: 3 clusters Score -2729902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2729901.250000 Penalty: 5090.610352
	Iteration 20F: 3 clusters Score -2729901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2729899.750000 Penalty: 5090.610352
	Iteration 21Q: 3 clusters Score -2729900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2729899.750000 Penalty: 5090.610352
	Iteration 22F: 3 clusters Score -2729900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 213900 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 295971 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 256248 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 34355 members 
Mstep: Class 18 contains 95249 members 
Mstep: Class 20 contains 346953 members 
Mstep: Class 21 contains 72915 members 
Mstep: Class 23 contains 41433 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
Score: -158343344.000000 Penalty: 60024.312500
Splitting cluster 1 changes total score from -158336384.000000 to -158343344.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (213900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213900 members 
Entering Unmasked Estep 
Score: -22779650.000000 Penalty: 3043.769531
	Iteration 0F: 2 clusters Score -2.277965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -22638672.000000 Penalty: 6087.539062
	Iteration 0F: 3 clusters Score -2.263867e+07 nChanged 102775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -22700976.000000 Penalty: 6087.539062
	Iteration 1F: 3 clusters Score -2.270098e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -22704502.000000 Penalty: 6087.539062
	Iteration 2Q: 3 clusters Score -2.27045e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -22710248.000000 Penalty: 6087.539062
	Iteration 3F: 3 clusters Score -2.271025e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130089 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -22718922.000000 Penalty: 6087.539062
	Iteration 4F: 3 clusters Score -2.271892e+07 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140958 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -22731332.000000 Penalty: 6087.539062
	Iteration 5F: 3 clusters Score -2.273133e+07 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -22746116.000000 Penalty: 6087.539062
	Iteration 6F: 3 clusters Score -2.274612e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161058 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -22758380.000000 Penalty: 6087.539062
	Iteration 7F: 3 clusters Score -2.275838e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -22764828.000000 Penalty: 6087.539062
	Iteration 8Q: 3 clusters Score -2.276483e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -22767122.000000 Penalty: 6087.539062
	Iteration 9Q: 3 clusters Score -2.276712e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -22768530.000000 Penalty: 6087.539062
	Iteration 10Q: 3 clusters Score -2.276853e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177061 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -22769798.000000 Penalty: 6087.539062
	Iteration 11Q: 3 clusters Score -2.27698e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -22770828.000000 Penalty: 6087.539062
	Iteration 12Q: 3 clusters Score -2.277083e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -22771688.000000 Penalty: 6087.539062
	Iteration 13Q: 3 clusters Score -2.277169e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -22772620.000000 Penalty: 6087.539062
	Iteration 14Q: 3 clusters Score -2.277262e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188140 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -22773430.000000 Penalty: 6087.539062
	Iteration 15Q: 3 clusters Score -2.277343e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190434 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -22774002.000000 Penalty: 6087.539062
	Iteration 16Q: 3 clusters Score -2.2774e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192585 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -22774814.000000 Penalty: 6087.539062
	Iteration 17Q: 3 clusters Score -2.277481e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194574 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -22775510.000000 Penalty: 6087.539062
	Iteration 18Q: 3 clusters Score -2.277551e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196376 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -22775942.000000 Penalty: 6087.539062
	Iteration 19Q: 3 clusters Score -2.277594e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198064 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -22776298.000000 Penalty: 6087.539062
	Iteration 20F: 3 clusters Score -2.27763e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -22776698.000000 Penalty: 6087.539062
	Iteration 21Q: 3 clusters Score -2.27767e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200981 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -22777148.000000 Penalty: 6087.539062
	Iteration 22Q: 3 clusters Score -2.277715e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202198 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -22777468.000000 Penalty: 6087.539062
	Iteration 23Q: 3 clusters Score -2.277747e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203254 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -22777594.000000 Penalty: 6087.539062
	Iteration 24Q: 3 clusters Score -2.277759e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204144 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -22777750.000000 Penalty: 6087.539062
	Iteration 25Q: 3 clusters Score -2.277775e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204943 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -22777944.000000 Penalty: 6087.539062
	Iteration 26Q: 3 clusters Score -2.277794e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205664 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -22778086.000000 Penalty: 6087.539062
	Iteration 27Q: 3 clusters Score -2.277809e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206310 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -22778264.000000 Penalty: 6087.539062
	Iteration 28Q: 3 clusters Score -2.277826e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206892 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -22778466.000000 Penalty: 6087.539062
	Iteration 29Q: 3 clusters Score -2.277847e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207418 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -22778630.000000 Penalty: 6087.539062
	Iteration 30Q: 3 clusters Score -2.277863e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207831 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -22778688.000000 Penalty: 6087.539062
	Iteration 31Q: 3 clusters Score -2.277869e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -22778664.000000 Penalty: 6087.539062
	Iteration 32Q: 3 clusters Score -2.277866e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208508 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -22778752.000000 Penalty: 6087.539062
	Iteration 33Q: 3 clusters Score -2.277875e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208776 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -22778782.000000 Penalty: 6087.539062
	Iteration 34Q: 3 clusters Score -2.277878e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208998 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -22778830.000000 Penalty: 6087.539062
	Iteration 35Q: 3 clusters Score -2.277883e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209169 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -22778812.000000 Penalty: 6087.539062
	Iteration 36Q: 3 clusters Score -2.277881e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209338 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -22778794.000000 Penalty: 6087.539062
	Iteration 37Q: 3 clusters Score -2.277879e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209511 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -22778816.000000 Penalty: 6087.539062
	Iteration 38Q: 3 clusters Score -2.277882e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209651 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -22778806.000000 Penalty: 6087.539062
	Iteration 39Q: 3 clusters Score -2.277881e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209773 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -22778820.000000 Penalty: 6087.539062
	Iteration 40F: 3 clusters Score -2.277882e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209877 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -22778818.000000 Penalty: 6087.539062
	Iteration 41Q: 3 clusters Score -2.277882e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209970 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -22778824.000000 Penalty: 6087.539062
	Iteration 42Q: 3 clusters Score -2.277882e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210050 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -22778842.000000 Penalty: 6087.539062
	Iteration 43Q: 3 clusters Score -2.277884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210109 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -22778852.000000 Penalty: 6087.539062
	Iteration 44Q: 3 clusters Score -2.277885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210153 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -22778828.000000 Penalty: 6087.539062
	Iteration 45Q: 3 clusters Score -2.277883e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210191 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -22778796.000000 Penalty: 6087.539062
	Iteration 46Q: 3 clusters Score -2.27788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210231 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -22778768.000000 Penalty: 6087.539062
	Iteration 47Q: 3 clusters Score -2.277877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210266 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -22778754.000000 Penalty: 6087.539062
	Iteration 48Q: 3 clusters Score -2.277875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210292 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -22778766.000000 Penalty: 6087.539062
	Iteration 49Q: 3 clusters Score -2.277877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210319 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -22778770.000000 Penalty: 6087.539062
	Iteration 50Q: 3 clusters Score -2.277877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210346 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22778780.000000 Penalty: 6087.539062
	Iteration 51Q: 3 clusters Score -2.277878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210367 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -22778752.000000 Penalty: 6087.539062
	Iteration 52Q: 3 clusters Score -2.277875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210387 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -22778780.000000 Penalty: 6087.539062
	Iteration 53Q: 3 clusters Score -2.277878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210406 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22778764.000000 Penalty: 6087.539062
	Iteration 54Q: 3 clusters Score -2.277876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210429 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22778780.000000 Penalty: 6087.539062
	Iteration 55Q: 3 clusters Score -2.277878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210449 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22778760.000000 Penalty: 6087.539062
	Iteration 56Q: 3 clusters Score -2.277876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210465 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -22778790.000000 Penalty: 6087.539062
	Iteration 57Q: 3 clusters Score -2.277879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210482 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22778770.000000 Penalty: 6087.539062
	Iteration 58Q: 3 clusters Score -2.277877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210493 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -22778778.000000 Penalty: 6087.539062
	Iteration 59Q: 3 clusters Score -2.277878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210507 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -22778762.000000 Penalty: 6087.539062
	Iteration 60F: 3 clusters Score -2.277876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210525 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -22778778.000000 Penalty: 6087.539062
	Iteration 61Q: 3 clusters Score -2.277878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210539 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -22778768.000000 Penalty: 6087.539062
	Iteration 62Q: 3 clusters Score -2.277877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210555 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -22778764.000000 Penalty: 6087.539062
	Iteration 63Q: 3 clusters Score -2.277876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210566 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -22778762.000000 Penalty: 6087.539062
	Iteration 64Q: 3 clusters Score -2.277876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210578 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -22778774.000000 Penalty: 6087.539062
	Iteration 65Q: 3 clusters Score -2.277877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210594 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22778756.000000 Penalty: 6087.539062
	Iteration 66Q: 3 clusters Score -2.277876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210608 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -22778730.000000 Penalty: 6087.539062
	Iteration 67Q: 3 clusters Score -2.277873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210615 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -22778740.000000 Penalty: 6087.539062
	Iteration 68Q: 3 clusters Score -2.277874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210623 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22778722.000000 Penalty: 6087.539062
	Iteration 69Q: 3 clusters Score -2.277872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210625 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -22778742.000000 Penalty: 6087.539062
	Iteration 70Q: 3 clusters Score -2.277874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210630 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -22778716.000000 Penalty: 6087.539062
	Iteration 71Q: 3 clusters Score -2.277872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210629 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -22778726.000000 Penalty: 6087.539062
	Iteration 72Q: 3 clusters Score -2.277873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210631 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -22778730.000000 Penalty: 6087.539062
	Iteration 73Q: 3 clusters Score -2.277873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210633 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -22778734.000000 Penalty: 6087.539062
	Iteration 74Q: 3 clusters Score -2.277873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210634 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22778740.000000 Penalty: 6087.539062
	Iteration 75Q: 3 clusters Score -2.277874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210635 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22778732.000000 Penalty: 6087.539062
	Iteration 76Q: 3 clusters Score -2.277873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210637 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -22778726.000000 Penalty: 6087.539062
	Iteration 77Q: 3 clusters Score -2.277873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210638 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -22778718.000000 Penalty: 6087.539062
	Iteration 78Q: 3 clusters Score -2.277872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210638 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -22778718.000000 Penalty: 6087.539062
	Iteration 79F: 3 clusters Score -2.277872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -173510.312500 Penalty: 1877.597778
	Iteration 0F: 2 clusters Score -173510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -171044.437500 Penalty: 3755.195557
	Iteration 0F: 3 clusters Score -171044.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171954.281250 Penalty: 3755.195557
	Iteration 1F: 3 clusters Score -171954.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -172939.734375 Penalty: 3755.195557
	Iteration 2F: 3 clusters Score -172939.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -174865.421875 Penalty: 3755.195557
	Iteration 3F: 3 clusters Score -174865.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -177950.890625 Penalty: 3755.195557
	Iteration 4F: 3 clusters Score -177950.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -178731.109375 Penalty: 3755.195557
	Iteration 5F: 3 clusters Score -178731.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -179006.968750 Penalty: 3755.195557
	Iteration 6Q: 3 clusters Score -179007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -179261.000000 Penalty: 3755.195557
	Iteration 7Q: 3 clusters Score -179261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179357.500000 Penalty: 3755.195557
	Iteration 8Q: 3 clusters Score -179357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179380.781250 Penalty: 3755.195557
	Iteration 9Q: 3 clusters Score -179380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179390.640625 Penalty: 3755.195557
	Iteration 10Q: 3 clusters Score -179390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179392.906250 Penalty: 3755.195557
	Iteration 11Q: 3 clusters Score -179392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -179393.843750 Penalty: 3755.195557
	Iteration 12Q: 3 clusters Score -179393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179395.609375 Penalty: 3755.195557
	Iteration 13Q: 3 clusters Score -179395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179398.296875 Penalty: 3755.195557
	Iteration 14Q: 3 clusters Score -179398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179398.296875 Penalty: 3755.195557
	Iteration 15F: 3 clusters Score -179398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 213900 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 295971 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 256248 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 34355 members 
Mstep: Class 18 contains 95249 members 
Mstep: Class 20 contains 346953 members 
Mstep: Class 21 contains 72915 members 
Mstep: Class 23 contains 41433 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
Score: -158348816.000000 Penalty: 63555.152344
Splitting cluster 4 changes total score from -158336384.000000 to -158348816.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (295971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295971 members 
Entering Unmasked Estep 
Score: -31466826.000000 Penalty: 3124.308105
	Iteration 0F: 2 clusters Score -3.146683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148210 members 
Mstep: Class 2 contains 147761 members 
Entering Unmasked Estep 
Score: -31271042.000000 Penalty: 6248.616211
	Iteration 0F: 3 clusters Score -3.127104e+07 nChanged 143521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -31356696.000000 Penalty: 6248.616211
	Iteration 1F: 3 clusters Score -3.13567e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 138178 members 
Entering Unmasked Estep 
Score: -31358490.000000 Penalty: 6248.616211
	Iteration 2Q: 3 clusters Score -3.135849e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -31360776.000000 Penalty: 6248.616211
	Iteration 3Q: 3 clusters Score -3.136078e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -31364502.000000 Penalty: 6248.616211
	Iteration 4Q: 3 clusters Score -3.13645e+07 nChanged 13739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184308 members 
Mstep: Class 2 contains 111663 members 
Entering Unmasked Estep 
Score: -31371616.000000 Penalty: 6248.616211
	Iteration 5Q: 3 clusters Score -3.137162e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200870 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -31382372.000000 Penalty: 6248.616211
	Iteration 6F: 3 clusters Score -3.138237e+07 nChanged 21090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221384 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -31397578.000000 Penalty: 6248.616211
	Iteration 7F: 3 clusters Score -3.139758e+07 nChanged 21686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242680 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -31415670.000000 Penalty: 6248.616211
	Iteration 8F: 3 clusters Score -3.141567e+07 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261595 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -31432984.000000 Penalty: 6248.616211
	Iteration 9F: 3 clusters Score -3.143298e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275375 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -31445928.000000 Penalty: 6248.616211
	Iteration 10Q: 3 clusters Score -3.144593e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284020 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -31453862.000000 Penalty: 6248.616211
	Iteration 11Q: 3 clusters Score -3.145386e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289153 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -31458288.000000 Penalty: 6248.616211
	Iteration 12Q: 3 clusters Score -3.145829e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291994 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -31460764.000000 Penalty: 6248.616211
	Iteration 13Q: 3 clusters Score -3.146076e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293576 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -31462352.000000 Penalty: 6248.616211
	Iteration 14Q: 3 clusters Score -3.146235e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294376 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -31463116.000000 Penalty: 6248.616211
	Iteration 15Q: 3 clusters Score -3.146312e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294775 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -31463410.000000 Penalty: 6248.616211
	Iteration 16Q: 3 clusters Score -3.146341e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295005 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -31463636.000000 Penalty: 6248.616211
	Iteration 17Q: 3 clusters Score -3.146364e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295126 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -31463706.000000 Penalty: 6248.616211
	Iteration 18Q: 3 clusters Score -3.146371e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295202 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -31463816.000000 Penalty: 6248.616211
	Iteration 19Q: 3 clusters Score -3.146382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295260 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -31463912.000000 Penalty: 6248.616211
	Iteration 20F: 3 clusters Score -3.146391e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295293 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -31463952.000000 Penalty: 6248.616211
	Iteration 21Q: 3 clusters Score -3.146395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -31463968.000000 Penalty: 6248.616211
	Iteration 22Q: 3 clusters Score -3.146397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295352 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31463978.000000 Penalty: 6248.616211
	Iteration 23Q: 3 clusters Score -3.146398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295375 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -31464008.000000 Penalty: 6248.616211
	Iteration 24Q: 3 clusters Score -3.146401e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295393 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -31464048.000000 Penalty: 6248.616211
	Iteration 25Q: 3 clusters Score -3.146405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295406 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31464044.000000 Penalty: 6248.616211
	Iteration 26Q: 3 clusters Score -3.146404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295414 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -31464044.000000 Penalty: 6248.616211
	Iteration 27Q: 3 clusters Score -3.146404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -31464054.000000 Penalty: 6248.616211
	Iteration 28Q: 3 clusters Score -3.146405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -31464066.000000 Penalty: 6248.616211
	Iteration 29Q: 3 clusters Score -3.146407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -31464072.000000 Penalty: 6248.616211
	Iteration 30Q: 3 clusters Score -3.146407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295426 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -31464074.000000 Penalty: 6248.616211
	Iteration 31Q: 3 clusters Score -3.146407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295427 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31464072.000000 Penalty: 6248.616211
	Iteration 32Q: 3 clusters Score -3.146407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295427 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31464060.000000 Penalty: 6248.616211
	Iteration 33Q: 3 clusters Score -3.146406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295428 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -31464062.000000 Penalty: 6248.616211
	Iteration 34Q: 3 clusters Score -3.146406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295428 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -31464062.000000 Penalty: 6248.616211
	Iteration 35F: 3 clusters Score -3.146406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Entering Unmasked Estep 
Score: -3843216.250000 Penalty: 2606.233154
	Iteration 0F: 2 clusters Score -3843216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3818381.000000 Penalty: 5212.466309
	Iteration 0F: 3 clusters Score -3818381 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3827480.750000 Penalty: 5212.466309
	Iteration 1F: 3 clusters Score -3827481 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3828026.750000 Penalty: 5212.466309
	Iteration 2Q: 3 clusters Score -3828027 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3828651.500000 Penalty: 5212.466309
	Iteration 3Q: 3 clusters Score -3828652 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3829355.000000 Penalty: 5212.466309
	Iteration 4Q: 3 clusters Score -3829355 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3830129.500000 Penalty: 5212.466309
	Iteration 5Q: 3 clusters Score -3830130 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3830966.000000 Penalty: 5212.466309
	Iteration 6Q: 3 clusters Score -3830966 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3831786.500000 Penalty: 5212.466309
	Iteration 7F: 3 clusters Score -3831786 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3832733.250000 Penalty: 5212.466309
	Iteration 8F: 3 clusters Score -3832733 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3833803.750000 Penalty: 5212.466309
	Iteration 9F: 3 clusters Score -3833804 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3835081.250000 Penalty: 5212.466309
	Iteration 10F: 3 clusters Score -3835081 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3836590.000000 Penalty: 5212.466309
	Iteration 11F: 3 clusters Score -3836590 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3838073.500000 Penalty: 5212.466309
	Iteration 12Q: 3 clusters Score -3838074 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3839099.250000 Penalty: 5212.466309
	Iteration 13Q: 3 clusters Score -3839099 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3839759.750000 Penalty: 5212.466309
	Iteration 14Q: 3 clusters Score -3839760 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3840231.250000 Penalty: 5212.466309
	Iteration 15Q: 3 clusters Score -3840231 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3840585.000000 Penalty: 5212.466309
	Iteration 16Q: 3 clusters Score -3840585 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3840829.250000 Penalty: 5212.466309
	Iteration 17Q: 3 clusters Score -3840829 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3840991.250000 Penalty: 5212.466309
	Iteration 18Q: 3 clusters Score -3840991 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3841132.000000 Penalty: 5212.466309
	Iteration 19Q: 3 clusters Score -3841132 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3841246.500000 Penalty: 5212.466309
	Iteration 20F: 3 clusters Score -3841246 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3841343.000000 Penalty: 5212.466309
	Iteration 21Q: 3 clusters Score -3841343 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3841427.000000 Penalty: 5212.466309
	Iteration 22Q: 3 clusters Score -3841427 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3841496.000000 Penalty: 5212.466309
	Iteration 23Q: 3 clusters Score -3841496 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3841570.500000 Penalty: 5212.466309
	Iteration 24Q: 3 clusters Score -3841570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3841636.750000 Penalty: 5212.466309
	Iteration 25Q: 3 clusters Score -3841637 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3841697.000000 Penalty: 5212.466309
	Iteration 26Q: 3 clusters Score -3841697 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3841737.750000 Penalty: 5212.466309
	Iteration 27Q: 3 clusters Score -3841738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3841775.500000 Penalty: 5212.466309
	Iteration 28Q: 3 clusters Score -3841776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3841805.000000 Penalty: 5212.466309
	Iteration 29Q: 3 clusters Score -3841805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3841811.750000 Penalty: 5212.466309
	Iteration 30Q: 3 clusters Score -3841812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3841826.750000 Penalty: 5212.466309
	Iteration 31Q: 3 clusters Score -3841827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3841842.250000 Penalty: 5212.466309
	Iteration 32Q: 3 clusters Score -3841842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3841857.000000 Penalty: 5212.466309
	Iteration 33Q: 3 clusters Score -3841857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3841867.750000 Penalty: 5212.466309
	Iteration 34Q: 3 clusters Score -3841868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3841862.750000 Penalty: 5212.466309
	Iteration 35Q: 3 clusters Score -3841863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3841863.750000 Penalty: 5212.466309
	Iteration 36Q: 3 clusters Score -3841864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3841873.000000 Penalty: 5212.466309
	Iteration 37Q: 3 clusters Score -3841873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3841872.250000 Penalty: 5212.466309
	Iteration 38Q: 3 clusters Score -3841872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3841866.250000 Penalty: 5212.466309
	Iteration 39Q: 3 clusters Score -3841866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3841875.500000 Penalty: 5212.466309
	Iteration 40F: 3 clusters Score -3841876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3841877.500000 Penalty: 5212.466309
	Iteration 41Q: 3 clusters Score -3841878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3841880.250000 Penalty: 5212.466309
	Iteration 42Q: 3 clusters Score -3841880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3841878.000000 Penalty: 5212.466309
	Iteration 43Q: 3 clusters Score -3841878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3841878.000000 Penalty: 5212.466309
	Iteration 44F: 3 clusters Score -3841878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Entering Unmasked Estep 
Score: -2367601.500000 Penalty: 2486.407715
	Iteration 0F: 2 clusters Score -2367602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2351796.000000 Penalty: 4972.815430
	Iteration 0F: 3 clusters Score -2351796 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2357321.000000 Penalty: 4972.815430
	Iteration 1F: 3 clusters Score -2357321 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2357807.500000 Penalty: 4972.815430
	Iteration 2F: 3 clusters Score -2357808 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2358291.000000 Penalty: 4972.815430
	Iteration 3Q: 3 clusters Score -2358291 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2358843.000000 Penalty: 4972.815430
	Iteration 4F: 3 clusters Score -2358843 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2359529.750000 Penalty: 4972.815430
	Iteration 5F: 3 clusters Score -2359530 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2360478.500000 Penalty: 4972.815430
	Iteration 6F: 3 clusters Score -2360478 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2361750.500000 Penalty: 4972.815430
	Iteration 7F: 3 clusters Score -2361750 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2363142.500000 Penalty: 4972.815430
	Iteration 8F: 3 clusters Score -2363142 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2364145.000000 Penalty: 4972.815430
	Iteration 9Q: 3 clusters Score -2364145 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2364771.250000 Penalty: 4972.815430
	Iteration 10Q: 3 clusters Score -2364771 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2365070.750000 Penalty: 4972.815430
	Iteration 11Q: 3 clusters Score -2365071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2365220.000000 Penalty: 4972.815430
	Iteration 12Q: 3 clusters Score -2365220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2365304.000000 Penalty: 4972.815430
	Iteration 13Q: 3 clusters Score -2365304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2365350.250000 Penalty: 4972.815430
	Iteration 14Q: 3 clusters Score -2365350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2365378.000000 Penalty: 4972.815430
	Iteration 15Q: 3 clusters Score -2365378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2365400.250000 Penalty: 4972.815430
	Iteration 16Q: 3 clusters Score -2365400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2365413.000000 Penalty: 4972.815430
	Iteration 17Q: 3 clusters Score -2365413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2365413.750000 Penalty: 4972.815430
	Iteration 18Q: 3 clusters Score -2365414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2365412.750000 Penalty: 4972.815430
	Iteration 19Q: 3 clusters Score -2365413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2365415.000000 Penalty: 4972.815430
	Iteration 20F: 3 clusters Score -2365415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2365417.500000 Penalty: 4972.815430
	Iteration 21Q: 3 clusters Score -2365418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2365417.500000 Penalty: 4972.815430
	Iteration 22F: 3 clusters Score -2365418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -194483.796875 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -194483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -191832.515625 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -191832.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -193930.234375 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -193930.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -196000.875000 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -196000.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -197982.250000 Penalty: 3852.772949
	Iteration 3F: 3 clusters Score -197982.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -198497.593750 Penalty: 3852.772949
	Iteration 4F: 3 clusters Score -198497.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -198779.703125 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -198779.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -199058.421875 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -199058.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -199337.015625 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -199337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -199358.968750 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -199359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -199362.500000 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -199362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -199365.781250 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -199365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -199369.046875 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -199369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -199370.828125 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -199370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -199370.828125 Penalty: 3852.772949
	Iteration 13F: 3 clusters Score -199370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 213900 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 295971 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 256248 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 34355 members 
Mstep: Class 18 contains 95249 members 
Mstep: Class 20 contains 346953 members 
Mstep: Class 21 contains 72915 members 
Mstep: Class 23 contains 41433 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
Score: -158352128.000000 Penalty: 67085.992188
Splitting cluster 10 changes total score from -158336384.000000 to -158352128.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 12 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -225060.984375 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -225061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -222346.703125 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -222346.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223231.812500 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -223231.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224291.234375 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -224291.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -225073.031250 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -225073 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -225533.875000 Penalty: 3823.148926
	Iteration 4F: 3 clusters Score -225533.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -225797.968750 Penalty: 3823.148926
	Iteration 5F: 3 clusters Score -225798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -225912.328125 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -225912.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -225987.796875 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -225987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -226018.906250 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -226018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -226032.625000 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -226032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -226038.796875 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -226038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -226041.421875 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -226041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -226041.421875 Penalty: 3823.148926
	Iteration 12F: 3 clusters Score -226041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 213900 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 295971 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 256248 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 34355 members 
Mstep: Class 18 contains 95249 members 
Mstep: Class 20 contains 346953 members 
Mstep: Class 21 contains 72915 members 
Mstep: Class 23 contains 41433 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
Score: -158351616.000000 Penalty: 70616.835938
Splitting cluster 12 changes total score from -158336384.000000 to -158351616.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (256248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256248 members 
Entering Unmasked Estep 
Score: -27354274.000000 Penalty: 3088.567627
	Iteration 0F: 2 clusters Score -2.735427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -27188344.000000 Penalty: 6177.135254
	Iteration 0F: 3 clusters Score -2.718834e+07 nChanged 123574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132628 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -27263256.000000 Penalty: 6177.135254
	Iteration 1F: 3 clusters Score -2.726326e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135771 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -27266294.000000 Penalty: 6177.135254
	Iteration 2Q: 3 clusters Score -2.726629e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -27270980.000000 Penalty: 6177.135254
	Iteration 3Q: 3 clusters Score -2.727098e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -27277950.000000 Penalty: 6177.135254
	Iteration 4F: 3 clusters Score -2.727795e+07 nChanged 16609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160489 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -27288772.000000 Penalty: 6177.135254
	Iteration 5F: 3 clusters Score -2.728877e+07 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174803 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -27302738.000000 Penalty: 6177.135254
	Iteration 6F: 3 clusters Score -2.730274e+07 nChanged 17785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -27317040.000000 Penalty: 6177.135254
	Iteration 7F: 3 clusters Score -2.731704e+07 nChanged 14274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200718 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -27327878.000000 Penalty: 6177.135254
	Iteration 8F: 3 clusters Score -2.732788e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209029 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -27334250.000000 Penalty: 6177.135254
	Iteration 9Q: 3 clusters Score -2.733425e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215320 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -27337728.000000 Penalty: 6177.135254
	Iteration 10Q: 3 clusters Score -2.733773e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220583 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -27340210.000000 Penalty: 6177.135254
	Iteration 11Q: 3 clusters Score -2.734021e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225160 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -27342500.000000 Penalty: 6177.135254
	Iteration 12Q: 3 clusters Score -2.73425e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229155 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -27344324.000000 Penalty: 6177.135254
	Iteration 13Q: 3 clusters Score -2.734432e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232624 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -27346036.000000 Penalty: 6177.135254
	Iteration 14Q: 3 clusters Score -2.734604e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235678 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -27347538.000000 Penalty: 6177.135254
	Iteration 15Q: 3 clusters Score -2.734754e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238316 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -27348776.000000 Penalty: 6177.135254
	Iteration 16Q: 3 clusters Score -2.734878e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240544 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -27349826.000000 Penalty: 6177.135254
	Iteration 17Q: 3 clusters Score -2.734983e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242413 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -27350408.000000 Penalty: 6177.135254
	Iteration 18Q: 3 clusters Score -2.735041e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244008 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -27351092.000000 Penalty: 6177.135254
	Iteration 19Q: 3 clusters Score -2.735109e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245372 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -27351656.000000 Penalty: 6177.135254
	Iteration 20F: 3 clusters Score -2.735166e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246584 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -27352200.000000 Penalty: 6177.135254
	Iteration 21Q: 3 clusters Score -2.73522e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247597 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -27352714.000000 Penalty: 6177.135254
	Iteration 22Q: 3 clusters Score -2.735271e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248400 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -27353030.000000 Penalty: 6177.135254
	Iteration 23Q: 3 clusters Score -2.735303e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249075 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -27353162.000000 Penalty: 6177.135254
	Iteration 24Q: 3 clusters Score -2.735316e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249646 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -27353420.000000 Penalty: 6177.135254
	Iteration 25Q: 3 clusters Score -2.735342e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250127 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -27353608.000000 Penalty: 6177.135254
	Iteration 26Q: 3 clusters Score -2.735361e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250553 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -27353770.000000 Penalty: 6177.135254
	Iteration 27Q: 3 clusters Score -2.735377e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250889 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -27353864.000000 Penalty: 6177.135254
	Iteration 28Q: 3 clusters Score -2.735386e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251134 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -27353928.000000 Penalty: 6177.135254
	Iteration 29Q: 3 clusters Score -2.735393e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251330 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -27353990.000000 Penalty: 6177.135254
	Iteration 30Q: 3 clusters Score -2.735399e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251476 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -27354052.000000 Penalty: 6177.135254
	Iteration 31Q: 3 clusters Score -2.735405e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251595 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -27354066.000000 Penalty: 6177.135254
	Iteration 32Q: 3 clusters Score -2.735407e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251697 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -27354006.000000 Penalty: 6177.135254
	Iteration 33Q: 3 clusters Score -2.735401e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251786 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -27354048.000000 Penalty: 6177.135254
	Iteration 34Q: 3 clusters Score -2.735405e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251879 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -27354082.000000 Penalty: 6177.135254
	Iteration 35Q: 3 clusters Score -2.735408e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251942 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -27354080.000000 Penalty: 6177.135254
	Iteration 36Q: 3 clusters Score -2.735408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252004 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -27354122.000000 Penalty: 6177.135254
	Iteration 37Q: 3 clusters Score -2.735412e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252049 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -27354150.000000 Penalty: 6177.135254
	Iteration 38Q: 3 clusters Score -2.735415e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252101 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -27354190.000000 Penalty: 6177.135254
	Iteration 39Q: 3 clusters Score -2.735419e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252147 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -27354178.000000 Penalty: 6177.135254
	Iteration 40F: 3 clusters Score -2.735418e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252195 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -27354234.000000 Penalty: 6177.135254
	Iteration 41Q: 3 clusters Score -2.735423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252232 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -27354222.000000 Penalty: 6177.135254
	Iteration 42Q: 3 clusters Score -2.735422e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252268 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -27354222.000000 Penalty: 6177.135254
	Iteration 43Q: 3 clusters Score -2.735422e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252303 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -27354240.000000 Penalty: 6177.135254
	Iteration 44Q: 3 clusters Score -2.735424e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252340 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -27354220.000000 Penalty: 6177.135254
	Iteration 45Q: 3 clusters Score -2.735422e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252377 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -27354214.000000 Penalty: 6177.135254
	Iteration 46Q: 3 clusters Score -2.735421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252407 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -27354248.000000 Penalty: 6177.135254
	Iteration 47Q: 3 clusters Score -2.735425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252430 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -27354236.000000 Penalty: 6177.135254
	Iteration 48Q: 3 clusters Score -2.735424e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252463 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -27354232.000000 Penalty: 6177.135254
	Iteration 49Q: 3 clusters Score -2.735423e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252495 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -27354232.000000 Penalty: 6177.135254
	Iteration 50Q: 3 clusters Score -2.735423e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252534 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -27354224.000000 Penalty: 6177.135254
	Iteration 51Q: 3 clusters Score -2.735422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252572 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -27354230.000000 Penalty: 6177.135254
	Iteration 52Q: 3 clusters Score -2.735423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252595 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -27354248.000000 Penalty: 6177.135254
	Iteration 53Q: 3 clusters Score -2.735425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252615 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -27354226.000000 Penalty: 6177.135254
	Iteration 54Q: 3 clusters Score -2.735423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252629 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -27354232.000000 Penalty: 6177.135254
	Iteration 55Q: 3 clusters Score -2.735423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252645 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -27354280.000000 Penalty: 6177.135254
	Iteration 56Q: 3 clusters Score -2.735428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252662 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -27354254.000000 Penalty: 6177.135254
	Iteration 57Q: 3 clusters Score -2.735425e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252669 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -27354288.000000 Penalty: 6177.135254
	Iteration 58Q: 3 clusters Score -2.735429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252678 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -27354290.000000 Penalty: 6177.135254
	Iteration 59Q: 3 clusters Score -2.735429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252685 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -27354294.000000 Penalty: 6177.135254
	Iteration 60F: 3 clusters Score -2.735429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252694 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -27354306.000000 Penalty: 6177.135254
	Iteration 61Q: 3 clusters Score -2.735431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252704 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -27354300.000000 Penalty: 6177.135254
	Iteration 62Q: 3 clusters Score -2.73543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252710 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -27354308.000000 Penalty: 6177.135254
	Iteration 63Q: 3 clusters Score -2.735431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252713 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -27354286.000000 Penalty: 6177.135254
	Iteration 64Q: 3 clusters Score -2.735429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252719 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -27354330.000000 Penalty: 6177.135254
	Iteration 65Q: 3 clusters Score -2.735433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252723 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -27354348.000000 Penalty: 6177.135254
	Iteration 66Q: 3 clusters Score -2.735435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252727 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -27354332.000000 Penalty: 6177.135254
	Iteration 67Q: 3 clusters Score -2.735433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252729 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -27354332.000000 Penalty: 6177.135254
	Iteration 68Q: 3 clusters Score -2.735433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252731 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -27354346.000000 Penalty: 6177.135254
	Iteration 69Q: 3 clusters Score -2.735435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252731 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -27354346.000000 Penalty: 6177.135254
	Iteration 70F: 3 clusters Score -2.735435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 213900 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 295971 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 252731 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 34355 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 18 contains 95249 members 
Mstep: Class 20 contains 346953 members 
Mstep: Class 21 contains 72915 members 
Mstep: Class 23 contains 41433 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
Score: -158351056.000000 Penalty: 74147.679688
Splitting cluster 13 changes total score from -158336384.000000 to -158351056.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 14 (56091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Entering Unmasked Estep 
Score: -6053945.000000 Penalty: 2711.813232
	Iteration 0F: 2 clusters Score -6053945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -6016386.000000 Penalty: 5423.626465
	Iteration 0F: 3 clusters Score -6016386 nChanged 26013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -6030899.500000 Penalty: 5423.626465
	Iteration 1F: 3 clusters Score -6030900 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -6031536.500000 Penalty: 5423.626465
	Iteration 2Q: 3 clusters Score -6031536 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -6032277.000000 Penalty: 5423.626465
	Iteration 3Q: 3 clusters Score -6032277 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6033413.000000 Penalty: 5423.626465
	Iteration 4Q: 3 clusters Score -6033413 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -6035093.000000 Penalty: 5423.626465
	Iteration 5F: 3 clusters Score -6035093 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -6037353.000000 Penalty: 5423.626465
	Iteration 6F: 3 clusters Score -6037353 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -6040150.000000 Penalty: 5423.626465
	Iteration 7F: 3 clusters Score -6040150 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -6043257.000000 Penalty: 5423.626465
	Iteration 8F: 3 clusters Score -6043257 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -6045773.000000 Penalty: 5423.626465
	Iteration 9F: 3 clusters Score -6045773 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -6047079.500000 Penalty: 5423.626465
	Iteration 10Q: 3 clusters Score -6047080 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -6047719.500000 Penalty: 5423.626465
	Iteration 11Q: 3 clusters Score -6047720 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -6048178.500000 Penalty: 5423.626465
	Iteration 12Q: 3 clusters Score -6048178 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -6048532.000000 Penalty: 5423.626465
	Iteration 13Q: 3 clusters Score -6048532 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6048824.500000 Penalty: 5423.626465
	Iteration 14Q: 3 clusters Score -6048824 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -6049141.500000 Penalty: 5423.626465
	Iteration 15Q: 3 clusters Score -6049142 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6049413.500000 Penalty: 5423.626465
	Iteration 16Q: 3 clusters Score -6049414 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -6049653.500000 Penalty: 5423.626465
	Iteration 17Q: 3 clusters Score -6049654 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6049905.500000 Penalty: 5423.626465
	Iteration 18Q: 3 clusters Score -6049906 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6050122.000000 Penalty: 5423.626465
	Iteration 19Q: 3 clusters Score -6050122 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6050331.500000 Penalty: 5423.626465
	Iteration 20F: 3 clusters Score -6050332 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6050505.000000 Penalty: 5423.626465
	Iteration 21Q: 3 clusters Score -6050505 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6050685.000000 Penalty: 5423.626465
	Iteration 22Q: 3 clusters Score -6050685 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6050786.000000 Penalty: 5423.626465
	Iteration 23Q: 3 clusters Score -6050786 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -6050892.000000 Penalty: 5423.626465
	Iteration 24Q: 3 clusters Score -6050892 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -6051022.000000 Penalty: 5423.626465
	Iteration 25Q: 3 clusters Score -6051022 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -6051107.000000 Penalty: 5423.626465
	Iteration 26Q: 3 clusters Score -6051107 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6051217.000000 Penalty: 5423.626465
	Iteration 27Q: 3 clusters Score -6051217 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6051302.500000 Penalty: 5423.626465
	Iteration 28Q: 3 clusters Score -6051302 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6051408.500000 Penalty: 5423.626465
	Iteration 29Q: 3 clusters Score -6051408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6051474.500000 Penalty: 5423.626465
	Iteration 30Q: 3 clusters Score -6051474 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -6051546.500000 Penalty: 5423.626465
	Iteration 31Q: 3 clusters Score -6051546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6051605.500000 Penalty: 5423.626465
	Iteration 32Q: 3 clusters Score -6051606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -6051695.500000 Penalty: 5423.626465
	Iteration 33Q: 3 clusters Score -6051696 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -6051753.500000 Penalty: 5423.626465
	Iteration 34Q: 3 clusters Score -6051754 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -6051834.000000 Penalty: 5423.626465
	Iteration 35Q: 3 clusters Score -6051834 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6051902.000000 Penalty: 5423.626465
	Iteration 36Q: 3 clusters Score -6051902 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -6051971.000000 Penalty: 5423.626465
	Iteration 37Q: 3 clusters Score -6051971 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -6052047.000000 Penalty: 5423.626465
	Iteration 38Q: 3 clusters Score -6052047 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -6052109.500000 Penalty: 5423.626465
	Iteration 39Q: 3 clusters Score -6052110 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -6052151.000000 Penalty: 5423.626465
	Iteration 40F: 3 clusters Score -6052151 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -6052195.000000 Penalty: 5423.626465
	Iteration 41Q: 3 clusters Score -6052195 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -6052228.000000 Penalty: 5423.626465
	Iteration 42Q: 3 clusters Score -6052228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -6052270.500000 Penalty: 5423.626465
	Iteration 43Q: 3 clusters Score -6052270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -6052304.500000 Penalty: 5423.626465
	Iteration 44Q: 3 clusters Score -6052304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -6052329.500000 Penalty: 5423.626465
	Iteration 45Q: 3 clusters Score -6052330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -6052354.500000 Penalty: 5423.626465
	Iteration 46Q: 3 clusters Score -6052354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -6052385.000000 Penalty: 5423.626465
	Iteration 47Q: 3 clusters Score -6052385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -6052429.000000 Penalty: 5423.626465
	Iteration 48Q: 3 clusters Score -6052429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -6052452.000000 Penalty: 5423.626465
	Iteration 49Q: 3 clusters Score -6052452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -6052482.000000 Penalty: 5423.626465
	Iteration 50Q: 3 clusters Score -6052482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -6052505.500000 Penalty: 5423.626465
	Iteration 51Q: 3 clusters Score -6052506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -6052515.000000 Penalty: 5423.626465
	Iteration 52Q: 3 clusters Score -6052515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -6052522.500000 Penalty: 5423.626465
	Iteration 53Q: 3 clusters Score -6052522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6052545.000000 Penalty: 5423.626465
	Iteration 54Q: 3 clusters Score -6052545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -6052549.500000 Penalty: 5423.626465
	Iteration 55Q: 3 clusters Score -6052550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -6052569.000000 Penalty: 5423.626465
	Iteration 56Q: 3 clusters Score -6052569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -6052568.500000 Penalty: 5423.626465
	Iteration 57Q: 3 clusters Score -6052568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6052577.000000 Penalty: 5423.626465
	Iteration 58Q: 3 clusters Score -6052577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -6052577.500000 Penalty: 5423.626465
	Iteration 59Q: 3 clusters Score -6052578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -6052571.500000 Penalty: 5423.626465
	Iteration 60F: 3 clusters Score -6052572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -6052574.000000 Penalty: 5423.626465
	Iteration 61Q: 3 clusters Score -6052574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -6052566.500000 Penalty: 5423.626465
	Iteration 62Q: 3 clusters Score -6052566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -6052574.000000 Penalty: 5423.626465
	Iteration 63Q: 3 clusters Score -6052574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -6052578.500000 Penalty: 5423.626465
	Iteration 64Q: 3 clusters Score -6052578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -6052584.000000 Penalty: 5423.626465
	Iteration 65Q: 3 clusters Score -6052584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -6052579.000000 Penalty: 5423.626465
	Iteration 66Q: 3 clusters Score -6052579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -6052592.000000 Penalty: 5423.626465
	Iteration 67Q: 3 clusters Score -6052592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -6052602.500000 Penalty: 5423.626465
	Iteration 68Q: 3 clusters Score -6052602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -6052607.000000 Penalty: 5423.626465
	Iteration 69Q: 3 clusters Score -6052607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6052604.000000 Penalty: 5423.626465
	Iteration 70Q: 3 clusters Score -6052604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6052608.000000 Penalty: 5423.626465
	Iteration 71Q: 3 clusters Score -6052608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -6052604.500000 Penalty: 5423.626465
	Iteration 72Q: 3 clusters Score -6052604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -6052611.500000 Penalty: 5423.626465
	Iteration 73Q: 3 clusters Score -6052612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -6052622.500000 Penalty: 5423.626465
	Iteration 74Q: 3 clusters Score -6052622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -6052616.000000 Penalty: 5423.626465
	Iteration 75Q: 3 clusters Score -6052616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -6052614.500000 Penalty: 5423.626465
	Iteration 76Q: 3 clusters Score -6052614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -6052618.500000 Penalty: 5423.626465
	Iteration 77Q: 3 clusters Score -6052618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6052621.000000 Penalty: 5423.626465
	Iteration 78Q: 3 clusters Score -6052621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -6052616.000000 Penalty: 5423.626465
	Iteration 79Q: 3 clusters Score -6052616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -6052614.000000 Penalty: 5423.626465
	Iteration 80F: 3 clusters Score -6052614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6052616.500000 Penalty: 5423.626465
	Iteration 81Q: 3 clusters Score -6052616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6052620.000000 Penalty: 5423.626465
	Iteration 82Q: 3 clusters Score -6052620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6052620.000000 Penalty: 5423.626465
	Iteration 83F: 3 clusters Score -6052620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Entering Unmasked Estep 
Score: -3703286.250000 Penalty: 2590.236816
	Iteration 0F: 2 clusters Score -3703286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3679691.750000 Penalty: 5180.473633
	Iteration 0F: 3 clusters Score -3679692 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3688332.500000 Penalty: 5180.473633
	Iteration 1F: 3 clusters Score -3688332 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3688800.250000 Penalty: 5180.473633
	Iteration 2Q: 3 clusters Score -3688800 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3689184.250000 Penalty: 5180.473633
	Iteration 3Q: 3 clusters Score -3689184 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3689557.750000 Penalty: 5180.473633
	Iteration 4Q: 3 clusters Score -3689558 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3689982.500000 Penalty: 5180.473633
	Iteration 5Q: 3 clusters Score -3689982 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3690601.000000 Penalty: 5180.473633
	Iteration 6Q: 3 clusters Score -3690601 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3691637.500000 Penalty: 5180.473633
	Iteration 7F: 3 clusters Score -3691638 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3693173.250000 Penalty: 5180.473633
	Iteration 8F: 3 clusters Score -3693173 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3695169.250000 Penalty: 5180.473633
	Iteration 9F: 3 clusters Score -3695169 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3697257.500000 Penalty: 5180.473633
	Iteration 10F: 3 clusters Score -3697258 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3698891.000000 Penalty: 5180.473633
	Iteration 11F: 3 clusters Score -3698891 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3699951.250000 Penalty: 5180.473633
	Iteration 12Q: 3 clusters Score -3699951 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3700621.000000 Penalty: 5180.473633
	Iteration 13Q: 3 clusters Score -3700621 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3701035.250000 Penalty: 5180.473633
	Iteration 14Q: 3 clusters Score -3701035 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -3701223.250000 Penalty: 5180.473633
	Iteration 15Q: 3 clusters Score -3701223 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3701332.000000 Penalty: 5180.473633
	Iteration 16Q: 3 clusters Score -3701332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -3701404.500000 Penalty: 5180.473633
	Iteration 17Q: 3 clusters Score -3701404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3701465.500000 Penalty: 5180.473633
	Iteration 18Q: 3 clusters Score -3701466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3701529.500000 Penalty: 5180.473633
	Iteration 19Q: 3 clusters Score -3701530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -3701556.750000 Penalty: 5180.473633
	Iteration 20F: 3 clusters Score -3701557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -3701580.000000 Penalty: 5180.473633
	Iteration 21Q: 3 clusters Score -3701580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -3701602.500000 Penalty: 5180.473633
	Iteration 22Q: 3 clusters Score -3701602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -3701608.750000 Penalty: 5180.473633
	Iteration 23Q: 3 clusters Score -3701609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3701611.500000 Penalty: 5180.473633
	Iteration 24Q: 3 clusters Score -3701612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3701621.750000 Penalty: 5180.473633
	Iteration 25Q: 3 clusters Score -3701622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3701622.500000 Penalty: 5180.473633
	Iteration 26Q: 3 clusters Score -3701622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3701626.750000 Penalty: 5180.473633
	Iteration 27Q: 3 clusters Score -3701627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -3701625.000000 Penalty: 5180.473633
	Iteration 28Q: 3 clusters Score -3701625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -3701627.750000 Penalty: 5180.473633
	Iteration 29Q: 3 clusters Score -3701628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3701625.250000 Penalty: 5180.473633
	Iteration 30Q: 3 clusters Score -3701625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3701625.250000 Penalty: 5180.473633
	Iteration 31F: 3 clusters Score -3701625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (95249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Entering Unmasked Estep 
Score: -10203790.000000 Penalty: 2843.133789
	Iteration 0F: 2 clusters Score -1.020379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -10140150.000000 Penalty: 5686.267578
	Iteration 0F: 3 clusters Score -1.014015e+07 nChanged 44967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -10166164.000000 Penalty: 5686.267578
	Iteration 1F: 3 clusters Score -1.016616e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -10167345.000000 Penalty: 5686.267578
	Iteration 2Q: 3 clusters Score -1.016734e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -10169097.000000 Penalty: 5686.267578
	Iteration 3Q: 3 clusters Score -1.01691e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -10171562.000000 Penalty: 5686.267578
	Iteration 4Q: 3 clusters Score -1.017156e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -10174859.000000 Penalty: 5686.267578
	Iteration 5F: 3 clusters Score -1.017486e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -10178975.000000 Penalty: 5686.267578
	Iteration 6F: 3 clusters Score -1.017898e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -10183553.000000 Penalty: 5686.267578
	Iteration 7F: 3 clusters Score -1.018355e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -10187409.000000 Penalty: 5686.267578
	Iteration 8F: 3 clusters Score -1.018741e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -10189919.000000 Penalty: 5686.267578
	Iteration 9Q: 3 clusters Score -1.018992e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -10191233.000000 Penalty: 5686.267578
	Iteration 10Q: 3 clusters Score -1.019123e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -10192209.000000 Penalty: 5686.267578
	Iteration 11Q: 3 clusters Score -1.019221e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -10192959.000000 Penalty: 5686.267578
	Iteration 12Q: 3 clusters Score -1.019296e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -10193703.000000 Penalty: 5686.267578
	Iteration 13Q: 3 clusters Score -1.01937e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -10194388.000000 Penalty: 5686.267578
	Iteration 14Q: 3 clusters Score -1.019439e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 74703 members 
Entering Unmasked Estep 
Score: -10195028.000000 Penalty: 5686.267578
	Iteration 15Q: 3 clusters Score -1.019503e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -10195654.000000 Penalty: 5686.267578
	Iteration 16Q: 3 clusters Score -1.019565e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -10196136.000000 Penalty: 5686.267578
	Iteration 17Q: 3 clusters Score -1.019614e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -10196572.000000 Penalty: 5686.267578
	Iteration 18Q: 3 clusters Score -1.019657e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -10196966.000000 Penalty: 5686.267578
	Iteration 19Q: 3 clusters Score -1.019697e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -10197360.000000 Penalty: 5686.267578
	Iteration 20F: 3 clusters Score -1.019736e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -10197688.000000 Penalty: 5686.267578
	Iteration 21Q: 3 clusters Score -1.019769e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -10197928.000000 Penalty: 5686.267578
	Iteration 22Q: 3 clusters Score -1.019793e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -10198185.000000 Penalty: 5686.267578
	Iteration 23Q: 3 clusters Score -1.019818e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -10198438.000000 Penalty: 5686.267578
	Iteration 24Q: 3 clusters Score -1.019844e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -10198683.000000 Penalty: 5686.267578
	Iteration 25Q: 3 clusters Score -1.019868e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -10198928.000000 Penalty: 5686.267578
	Iteration 26Q: 3 clusters Score -1.019893e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -10199136.000000 Penalty: 5686.267578
	Iteration 27Q: 3 clusters Score -1.019914e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -10199335.000000 Penalty: 5686.267578
	Iteration 28Q: 3 clusters Score -1.019934e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -10199510.000000 Penalty: 5686.267578
	Iteration 29Q: 3 clusters Score -1.019951e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -10199658.000000 Penalty: 5686.267578
	Iteration 30Q: 3 clusters Score -1.019966e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 89214 members 
Entering Unmasked Estep 
Score: -10199787.000000 Penalty: 5686.267578
	Iteration 31Q: 3 clusters Score -1.019979e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -10199970.000000 Penalty: 5686.267578
	Iteration 32Q: 3 clusters Score -1.019997e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -10200149.000000 Penalty: 5686.267578
	Iteration 33Q: 3 clusters Score -1.020015e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -10200316.000000 Penalty: 5686.267578
	Iteration 34Q: 3 clusters Score -1.020032e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -10200432.000000 Penalty: 5686.267578
	Iteration 35Q: 3 clusters Score -1.020043e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -10200526.000000 Penalty: 5686.267578
	Iteration 36Q: 3 clusters Score -1.020053e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -10200683.000000 Penalty: 5686.267578
	Iteration 37Q: 3 clusters Score -1.020068e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -10200759.000000 Penalty: 5686.267578
	Iteration 38Q: 3 clusters Score -1.020076e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -10200889.000000 Penalty: 5686.267578
	Iteration 39Q: 3 clusters Score -1.020089e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -10200975.000000 Penalty: 5686.267578
	Iteration 40F: 3 clusters Score -1.020098e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -10201061.000000 Penalty: 5686.267578
	Iteration 41Q: 3 clusters Score -1.020106e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -10201128.000000 Penalty: 5686.267578
	Iteration 42Q: 3 clusters Score -1.020113e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -10201193.000000 Penalty: 5686.267578
	Iteration 43Q: 3 clusters Score -1.020119e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -10201219.000000 Penalty: 5686.267578
	Iteration 44Q: 3 clusters Score -1.020122e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -10201248.000000 Penalty: 5686.267578
	Iteration 45Q: 3 clusters Score -1.020125e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -10201268.000000 Penalty: 5686.267578
	Iteration 46Q: 3 clusters Score -1.020127e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -10201292.000000 Penalty: 5686.267578
	Iteration 47Q: 3 clusters Score -1.020129e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -10201323.000000 Penalty: 5686.267578
	Iteration 48Q: 3 clusters Score -1.020132e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -10201325.000000 Penalty: 5686.267578
	Iteration 49Q: 3 clusters Score -1.020132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -10201346.000000 Penalty: 5686.267578
	Iteration 50Q: 3 clusters Score -1.020135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -10201337.000000 Penalty: 5686.267578
	Iteration 51Q: 3 clusters Score -1.020134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -10201367.000000 Penalty: 5686.267578
	Iteration 52Q: 3 clusters Score -1.020137e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -10201385.000000 Penalty: 5686.267578
	Iteration 53Q: 3 clusters Score -1.020138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -10201406.000000 Penalty: 5686.267578
	Iteration 54Q: 3 clusters Score -1.020141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -10201418.000000 Penalty: 5686.267578
	Iteration 55Q: 3 clusters Score -1.020142e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 93766 members 
Entering Unmasked Estep 
Score: -10201430.000000 Penalty: 5686.267578
	Iteration 56Q: 3 clusters Score -1.020143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -10201449.000000 Penalty: 5686.267578
	Iteration 57Q: 3 clusters Score -1.020145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -10201460.000000 Penalty: 5686.267578
	Iteration 58Q: 3 clusters Score -1.020146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -10201471.000000 Penalty: 5686.267578
	Iteration 59Q: 3 clusters Score -1.020147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -10201461.000000 Penalty: 5686.267578
	Iteration 60F: 3 clusters Score -1.020146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -10201461.000000 Penalty: 5686.267578
	Iteration 61Q: 3 clusters Score -1.020146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -10201477.000000 Penalty: 5686.267578
	Iteration 62Q: 3 clusters Score -1.020148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -10201475.000000 Penalty: 5686.267578
	Iteration 63Q: 3 clusters Score -1.020148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -10201484.000000 Penalty: 5686.267578
	Iteration 64Q: 3 clusters Score -1.020148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -10201496.000000 Penalty: 5686.267578
	Iteration 65Q: 3 clusters Score -1.02015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -10201501.000000 Penalty: 5686.267578
	Iteration 66Q: 3 clusters Score -1.02015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -10201487.000000 Penalty: 5686.267578
	Iteration 67Q: 3 clusters Score -1.020149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -10201504.000000 Penalty: 5686.267578
	Iteration 68Q: 3 clusters Score -1.02015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -10201504.000000 Penalty: 5686.267578
	Iteration 69Q: 3 clusters Score -1.02015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -10201493.000000 Penalty: 5686.267578
	Iteration 70Q: 3 clusters Score -1.020149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -10201503.000000 Penalty: 5686.267578
	Iteration 71Q: 3 clusters Score -1.02015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -10201507.000000 Penalty: 5686.267578
	Iteration 72Q: 3 clusters Score -1.020151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -10201509.000000 Penalty: 5686.267578
	Iteration 73Q: 3 clusters Score -1.020151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -10201498.000000 Penalty: 5686.267578
	Iteration 74Q: 3 clusters Score -1.02015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -10201501.000000 Penalty: 5686.267578
	Iteration 75Q: 3 clusters Score -1.02015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 93969 members 
Entering Unmasked Estep 
Score: -10201508.000000 Penalty: 5686.267578
	Iteration 76Q: 3 clusters Score -1.020151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -10201507.000000 Penalty: 5686.267578
	Iteration 77Q: 3 clusters Score -1.020151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -10201506.000000 Penalty: 5686.267578
	Iteration 78Q: 3 clusters Score -1.020151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -10201498.000000 Penalty: 5686.267578
	Iteration 79Q: 3 clusters Score -1.02015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -10201498.000000 Penalty: 5686.267578
	Iteration 80F: 3 clusters Score -1.02015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (346953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346953 members 
Entering Unmasked Estep 
Score: -36675212.000000 Penalty: 3163.722168
	Iteration 0F: 2 clusters Score -3.667521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173579 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -36451140.000000 Penalty: 6327.444336
	Iteration 0F: 3 clusters Score -3.645114e+07 nChanged 168435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173852 members 
Mstep: Class 2 contains 173101 members 
Entering Unmasked Estep 
Score: -36552156.000000 Penalty: 6327.444336
	Iteration 1F: 3 clusters Score -3.655216e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174652 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -36553720.000000 Penalty: 6327.444336
	Iteration 2Q: 3 clusters Score -3.655372e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 170984 members 
Entering Unmasked Estep 
Score: -36555452.000000 Penalty: 6327.444336
	Iteration 3Q: 3 clusters Score -3.655545e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178288 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -36557860.000000 Penalty: 6327.444336
	Iteration 4Q: 3 clusters Score -3.655786e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182094 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -36561588.000000 Penalty: 6327.444336
	Iteration 5Q: 3 clusters Score -3.656159e+07 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187971 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -36567716.000000 Penalty: 6327.444336
	Iteration 6Q: 3 clusters Score -3.656772e+07 nChanged 18307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196592 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -36577484.000000 Penalty: 6327.444336
	Iteration 7F: 3 clusters Score -3.657748e+07 nChanged 22372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208004 members 
Mstep: Class 2 contains 138949 members 
Entering Unmasked Estep 
Score: -36592316.000000 Penalty: 6327.444336
	Iteration 8F: 3 clusters Score -3.659232e+07 nChanged 24613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220737 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -36610556.000000 Penalty: 6327.444336
	Iteration 9F: 3 clusters Score -3.661056e+07 nChanged 23302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231515 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -36627540.000000 Penalty: 6327.444336
	Iteration 10F: 3 clusters Score -3.662754e+07 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239096 members 
Mstep: Class 2 contains 107857 members 
Entering Unmasked Estep 
Score: -36638320.000000 Penalty: 6327.444336
	Iteration 11F: 3 clusters Score -3.663832e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245064 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -36644496.000000 Penalty: 6327.444336
	Iteration 12Q: 3 clusters Score -3.66445e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251013 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -36648804.000000 Penalty: 6327.444336
	Iteration 13Q: 3 clusters Score -3.66488e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257186 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -36652556.000000 Penalty: 6327.444336
	Iteration 14Q: 3 clusters Score -3.665256e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263358 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -36656996.000000 Penalty: 6327.444336
	Iteration 15Q: 3 clusters Score -3.6657e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269196 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -36660704.000000 Penalty: 6327.444336
	Iteration 16Q: 3 clusters Score -3.66607e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274504 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -36664064.000000 Penalty: 6327.444336
	Iteration 17Q: 3 clusters Score -3.666406e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279322 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -36666904.000000 Penalty: 6327.444336
	Iteration 18Q: 3 clusters Score -3.66669e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283557 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -36668908.000000 Penalty: 6327.444336
	Iteration 19Q: 3 clusters Score -3.666891e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287435 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -36670452.000000 Penalty: 6327.444336
	Iteration 20F: 3 clusters Score -3.667045e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290913 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -36671840.000000 Penalty: 6327.444336
	Iteration 21Q: 3 clusters Score -3.667184e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294058 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -36673084.000000 Penalty: 6327.444336
	Iteration 22Q: 3 clusters Score -3.667308e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296927 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -36674060.000000 Penalty: 6327.444336
	Iteration 23Q: 3 clusters Score -3.667406e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299570 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -36674964.000000 Penalty: 6327.444336
	Iteration 24Q: 3 clusters Score -3.667496e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302088 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -36675704.000000 Penalty: 6327.444336
	Iteration 25Q: 3 clusters Score -3.66757e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304426 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -36676020.000000 Penalty: 6327.444336
	Iteration 26Q: 3 clusters Score -3.667602e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306552 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -36676492.000000 Penalty: 6327.444336
	Iteration 27Q: 3 clusters Score -3.667649e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308479 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -36677068.000000 Penalty: 6327.444336
	Iteration 28Q: 3 clusters Score -3.667707e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310299 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -36677460.000000 Penalty: 6327.444336
	Iteration 29Q: 3 clusters Score -3.667746e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311970 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -36677780.000000 Penalty: 6327.444336
	Iteration 30Q: 3 clusters Score -3.667778e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313543 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -36678060.000000 Penalty: 6327.444336
	Iteration 31Q: 3 clusters Score -3.667806e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315044 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -36678368.000000 Penalty: 6327.444336
	Iteration 32Q: 3 clusters Score -3.667837e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316495 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -36678484.000000 Penalty: 6327.444336
	Iteration 33Q: 3 clusters Score -3.667848e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317897 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -36678632.000000 Penalty: 6327.444336
	Iteration 34Q: 3 clusters Score -3.667863e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319286 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -36678708.000000 Penalty: 6327.444336
	Iteration 35Q: 3 clusters Score -3.667871e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320717 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -36678928.000000 Penalty: 6327.444336
	Iteration 36Q: 3 clusters Score -3.667893e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322130 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -36678852.000000 Penalty: 6327.444336
	Iteration 37Q: 3 clusters Score -3.667885e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323467 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -36678888.000000 Penalty: 6327.444336
	Iteration 38Q: 3 clusters Score -3.667889e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324678 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -36678852.000000 Penalty: 6327.444336
	Iteration 39Q: 3 clusters Score -3.667885e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325796 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -36678736.000000 Penalty: 6327.444336
	Iteration 40F: 3 clusters Score -3.667874e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326856 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -36678648.000000 Penalty: 6327.444336
	Iteration 41Q: 3 clusters Score -3.667865e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327915 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -36678488.000000 Penalty: 6327.444336
	Iteration 42Q: 3 clusters Score -3.667849e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328866 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -36678484.000000 Penalty: 6327.444336
	Iteration 43Q: 3 clusters Score -3.667848e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329785 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -36678236.000000 Penalty: 6327.444336
	Iteration 44Q: 3 clusters Score -3.667824e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330612 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -36678120.000000 Penalty: 6327.444336
	Iteration 45Q: 3 clusters Score -3.667812e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331385 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -36677960.000000 Penalty: 6327.444336
	Iteration 46Q: 3 clusters Score -3.667796e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332103 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -36677728.000000 Penalty: 6327.444336
	Iteration 47Q: 3 clusters Score -3.667773e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332799 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -36677600.000000 Penalty: 6327.444336
	Iteration 48Q: 3 clusters Score -3.66776e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333475 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -36677504.000000 Penalty: 6327.444336
	Iteration 49Q: 3 clusters Score -3.66775e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334114 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -36677284.000000 Penalty: 6327.444336
	Iteration 50Q: 3 clusters Score -3.667728e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334690 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -36677084.000000 Penalty: 6327.444336
	Iteration 51Q: 3 clusters Score -3.667708e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335201 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -36676976.000000 Penalty: 6327.444336
	Iteration 52Q: 3 clusters Score -3.667698e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335648 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -36676896.000000 Penalty: 6327.444336
	Iteration 53Q: 3 clusters Score -3.66769e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336056 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -36676796.000000 Penalty: 6327.444336
	Iteration 54Q: 3 clusters Score -3.66768e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336431 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -36676824.000000 Penalty: 6327.444336
	Iteration 55Q: 3 clusters Score -3.667682e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336785 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -36676732.000000 Penalty: 6327.444336
	Iteration 56Q: 3 clusters Score -3.667673e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337112 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -36676624.000000 Penalty: 6327.444336
	Iteration 57Q: 3 clusters Score -3.667662e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337419 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -36676500.000000 Penalty: 6327.444336
	Iteration 58Q: 3 clusters Score -3.66765e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337693 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -36676308.000000 Penalty: 6327.444336
	Iteration 59Q: 3 clusters Score -3.667631e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337961 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -36676308.000000 Penalty: 6327.444336
	Iteration 60F: 3 clusters Score -3.667631e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338215 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -36676248.000000 Penalty: 6327.444336
	Iteration 61Q: 3 clusters Score -3.667625e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338459 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -36676128.000000 Penalty: 6327.444336
	Iteration 62Q: 3 clusters Score -3.667613e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338688 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -36676112.000000 Penalty: 6327.444336
	Iteration 63Q: 3 clusters Score -3.667611e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338910 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -36675972.000000 Penalty: 6327.444336
	Iteration 64Q: 3 clusters Score -3.667597e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339111 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -36675960.000000 Penalty: 6327.444336
	Iteration 65Q: 3 clusters Score -3.667596e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339302 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -36675920.000000 Penalty: 6327.444336
	Iteration 66Q: 3 clusters Score -3.667592e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339480 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -36675896.000000 Penalty: 6327.444336
	Iteration 67Q: 3 clusters Score -3.66759e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339647 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -36675804.000000 Penalty: 6327.444336
	Iteration 68Q: 3 clusters Score -3.66758e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339787 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -36675788.000000 Penalty: 6327.444336
	Iteration 69Q: 3 clusters Score -3.667579e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339920 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -36675788.000000 Penalty: 6327.444336
	Iteration 70Q: 3 clusters Score -3.667579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340048 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -36675740.000000 Penalty: 6327.444336
	Iteration 71Q: 3 clusters Score -3.667574e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340157 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -36675776.000000 Penalty: 6327.444336
	Iteration 72Q: 3 clusters Score -3.667578e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340261 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -36675776.000000 Penalty: 6327.444336
	Iteration 73Q: 3 clusters Score -3.667578e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340364 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -36675708.000000 Penalty: 6327.444336
	Iteration 74Q: 3 clusters Score -3.667571e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340458 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -36675680.000000 Penalty: 6327.444336
	Iteration 75Q: 3 clusters Score -3.667568e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340543 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -36675652.000000 Penalty: 6327.444336
	Iteration 76Q: 3 clusters Score -3.667565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340627 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -36675608.000000 Penalty: 6327.444336
	Iteration 77Q: 3 clusters Score -3.667561e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340692 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -36675600.000000 Penalty: 6327.444336
	Iteration 78Q: 3 clusters Score -3.66756e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340764 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -36675620.000000 Penalty: 6327.444336
	Iteration 79Q: 3 clusters Score -3.667562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340834 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -36675636.000000 Penalty: 6327.444336
	Iteration 80F: 3 clusters Score -3.667564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340906 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -36675628.000000 Penalty: 6327.444336
	Iteration 81Q: 3 clusters Score -3.667563e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340991 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -36675608.000000 Penalty: 6327.444336
	Iteration 82Q: 3 clusters Score -3.667561e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341086 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -36675540.000000 Penalty: 6327.444336
	Iteration 83Q: 3 clusters Score -3.667554e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341189 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -36675528.000000 Penalty: 6327.444336
	Iteration 84Q: 3 clusters Score -3.667553e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341280 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -36675476.000000 Penalty: 6327.444336
	Iteration 85Q: 3 clusters Score -3.667548e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341356 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -36675472.000000 Penalty: 6327.444336
	Iteration 86Q: 3 clusters Score -3.667547e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341435 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -36675400.000000 Penalty: 6327.444336
	Iteration 87Q: 3 clusters Score -3.66754e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341496 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -36675404.000000 Penalty: 6327.444336
	Iteration 88Q: 3 clusters Score -3.66754e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341555 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -36675432.000000 Penalty: 6327.444336
	Iteration 89Q: 3 clusters Score -3.667543e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341592 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -36675416.000000 Penalty: 6327.444336
	Iteration 90Q: 3 clusters Score -3.667542e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341634 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -36675372.000000 Penalty: 6327.444336
	Iteration 91Q: 3 clusters Score -3.667537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341676 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -36675368.000000 Penalty: 6327.444336
	Iteration 92Q: 3 clusters Score -3.667537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341720 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -36675352.000000 Penalty: 6327.444336
	Iteration 93Q: 3 clusters Score -3.667535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341759 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -36675312.000000 Penalty: 6327.444336
	Iteration 94Q: 3 clusters Score -3.667531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341788 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -36675312.000000 Penalty: 6327.444336
	Iteration 95Q: 3 clusters Score -3.667531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341815 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -36675308.000000 Penalty: 6327.444336
	Iteration 96Q: 3 clusters Score -3.667531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341842 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -36675320.000000 Penalty: 6327.444336
	Iteration 97Q: 3 clusters Score -3.667532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341868 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -36675312.000000 Penalty: 6327.444336
	Iteration 98Q: 3 clusters Score -3.667531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341895 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -36675260.000000 Penalty: 6327.444336
	Iteration 99Q: 3 clusters Score -3.667526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341917 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -36675292.000000 Penalty: 6327.444336
	Iteration 100F: 3 clusters Score -3.667529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341957 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -36675316.000000 Penalty: 6327.444336
	Iteration 101Q: 3 clusters Score -3.667532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341997 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -36675324.000000 Penalty: 6327.444336
	Iteration 102Q: 3 clusters Score -3.667532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342030 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -36675352.000000 Penalty: 6327.444336
	Iteration 103Q: 3 clusters Score -3.667535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342066 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -36675356.000000 Penalty: 6327.444336
	Iteration 104Q: 3 clusters Score -3.667536e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342100 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -36675324.000000 Penalty: 6327.444336
	Iteration 105Q: 3 clusters Score -3.667532e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342132 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -36675360.000000 Penalty: 6327.444336
	Iteration 106Q: 3 clusters Score -3.667536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342156 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -36675340.000000 Penalty: 6327.444336
	Iteration 107Q: 3 clusters Score -3.667534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342181 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -36675312.000000 Penalty: 6327.444336
	Iteration 108Q: 3 clusters Score -3.667531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342202 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -36675300.000000 Penalty: 6327.444336
	Iteration 109Q: 3 clusters Score -3.66753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342218 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -36675288.000000 Penalty: 6327.444336
	Iteration 110Q: 3 clusters Score -3.667529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342232 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -36675272.000000 Penalty: 6327.444336
	Iteration 111Q: 3 clusters Score -3.667527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342244 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -36675272.000000 Penalty: 6327.444336
	Iteration 112Q: 3 clusters Score -3.667527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342261 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -36675292.000000 Penalty: 6327.444336
	Iteration 113Q: 3 clusters Score -3.667529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342275 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -36675296.000000 Penalty: 6327.444336
	Iteration 114Q: 3 clusters Score -3.66753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342289 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -36675308.000000 Penalty: 6327.444336
	Iteration 115Q: 3 clusters Score -3.667531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342298 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -36675276.000000 Penalty: 6327.444336
	Iteration 116Q: 3 clusters Score -3.667528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342309 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -36675256.000000 Penalty: 6327.444336
	Iteration 117Q: 3 clusters Score -3.667526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342319 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -36675260.000000 Penalty: 6327.444336
	Iteration 118Q: 3 clusters Score -3.667526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342330 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -36675236.000000 Penalty: 6327.444336
	Iteration 119Q: 3 clusters Score -3.667524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342340 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -36675236.000000 Penalty: 6327.444336
	Iteration 120F: 3 clusters Score -3.667524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342345 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -36675228.000000 Penalty: 6327.444336
	Iteration 121Q: 3 clusters Score -3.667523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342352 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -36675244.000000 Penalty: 6327.444336
	Iteration 122Q: 3 clusters Score -3.667524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342363 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -36675224.000000 Penalty: 6327.444336
	Iteration 123Q: 3 clusters Score -3.667522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342364 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -36675224.000000 Penalty: 6327.444336
	Iteration 124Q: 3 clusters Score -3.667522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342365 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -36675228.000000 Penalty: 6327.444336
	Iteration 125Q: 3 clusters Score -3.667523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342368 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -36675224.000000 Penalty: 6327.444336
	Iteration 126Q: 3 clusters Score -3.667522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342372 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -36675212.000000 Penalty: 6327.444336
	Iteration 127Q: 3 clusters Score -3.667521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342375 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -36675208.000000 Penalty: 6327.444336
	Iteration 128Q: 3 clusters Score -3.667521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342381 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -36675204.000000 Penalty: 6327.444336
	Iteration 129Q: 3 clusters Score -3.66752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342384 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -36675232.000000 Penalty: 6327.444336
	Iteration 130Q: 3 clusters Score -3.667523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342389 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -36675212.000000 Penalty: 6327.444336
	Iteration 131Q: 3 clusters Score -3.667521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342394 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -36675224.000000 Penalty: 6327.444336
	Iteration 132Q: 3 clusters Score -3.667522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342400 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -36675208.000000 Penalty: 6327.444336
	Iteration 133Q: 3 clusters Score -3.667521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342406 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -36675188.000000 Penalty: 6327.444336
	Iteration 134Q: 3 clusters Score -3.667519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342410 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -36675200.000000 Penalty: 6327.444336
	Iteration 135Q: 3 clusters Score -3.66752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342420 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -36675180.000000 Penalty: 6327.444336
	Iteration 136Q: 3 clusters Score -3.667518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342428 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -36675208.000000 Penalty: 6327.444336
	Iteration 137Q: 3 clusters Score -3.667521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342436 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -36675216.000000 Penalty: 6327.444336
	Iteration 138Q: 3 clusters Score -3.667522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342443 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -36675212.000000 Penalty: 6327.444336
	Iteration 139Q: 3 clusters Score -3.667521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342451 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -36675188.000000 Penalty: 6327.444336
	Iteration 140F: 3 clusters Score -3.667519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342462 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -36675220.000000 Penalty: 6327.444336
	Iteration 141Q: 3 clusters Score -3.667522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342473 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -36675228.000000 Penalty: 6327.444336
	Iteration 142Q: 3 clusters Score -3.667523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342482 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -36675228.000000 Penalty: 6327.444336
	Iteration 143Q: 3 clusters Score -3.667523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342487 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -36675208.000000 Penalty: 6327.444336
	Iteration 144Q: 3 clusters Score -3.667521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342493 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -36675204.000000 Penalty: 6327.444336
	Iteration 145Q: 3 clusters Score -3.66752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342496 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -36675200.000000 Penalty: 6327.444336
	Iteration 146Q: 3 clusters Score -3.66752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342496 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -36675204.000000 Penalty: 6327.444336
	Iteration 147Q: 3 clusters Score -3.66752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342498 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -36675204.000000 Penalty: 6327.444336
	Iteration 148Q: 3 clusters Score -3.66752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342502 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -36675216.000000 Penalty: 6327.444336
	Iteration 149Q: 3 clusters Score -3.667522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342506 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -36675204.000000 Penalty: 6327.444336
	Iteration 150Q: 3 clusters Score -3.66752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342508 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -36675212.000000 Penalty: 6327.444336
	Iteration 151Q: 3 clusters Score -3.667521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342508 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -36675212.000000 Penalty: 6327.444336
	Iteration 152F: 3 clusters Score -3.667521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Entering Unmasked Estep 
Score: -7551872.000000 Penalty: 2776.868408
	Iteration 0F: 2 clusters Score -7551872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -7502836.500000 Penalty: 5553.736816
	Iteration 0F: 3 clusters Score -7502836 nChanged 34152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -7522226.500000 Penalty: 5553.736816
	Iteration 1F: 3 clusters Score -7522226 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -7522681.500000 Penalty: 5553.736816
	Iteration 2Q: 3 clusters Score -7522682 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -7523024.500000 Penalty: 5553.736816
	Iteration 3Q: 3 clusters Score -7523024 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -7523368.500000 Penalty: 5553.736816
	Iteration 4Q: 3 clusters Score -7523368 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7523707.000000 Penalty: 5553.736816
	Iteration 5Q: 3 clusters Score -7523707 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7524105.500000 Penalty: 5553.736816
	Iteration 6Q: 3 clusters Score -7524106 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7524635.500000 Penalty: 5553.736816
	Iteration 7Q: 3 clusters Score -7524636 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7525340.500000 Penalty: 5553.736816
	Iteration 8Q: 3 clusters Score -7525340 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -7526433.000000 Penalty: 5553.736816
	Iteration 9Q: 3 clusters Score -7526433 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -7527907.000000 Penalty: 5553.736816
	Iteration 10Q: 3 clusters Score -7527907 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -7530072.500000 Penalty: 5553.736816
	Iteration 11F: 3 clusters Score -7530072 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -7532874.500000 Penalty: 5553.736816
	Iteration 12F: 3 clusters Score -7532874 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7536128.500000 Penalty: 5553.736816
	Iteration 13F: 3 clusters Score -7536128 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7539467.500000 Penalty: 5553.736816
	Iteration 14F: 3 clusters Score -7539468 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -7542330.000000 Penalty: 5553.736816
	Iteration 15Q: 3 clusters Score -7542330 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -7544623.500000 Penalty: 5553.736816
	Iteration 16Q: 3 clusters Score -7544624 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -7546273.500000 Penalty: 5553.736816
	Iteration 17Q: 3 clusters Score -7546274 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -7547439.500000 Penalty: 5553.736816
	Iteration 18Q: 3 clusters Score -7547440 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -7548188.000000 Penalty: 5553.736816
	Iteration 19Q: 3 clusters Score -7548188 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -7548686.000000 Penalty: 5553.736816
	Iteration 20F: 3 clusters Score -7548686 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -7549013.500000 Penalty: 5553.736816
	Iteration 21Q: 3 clusters Score -7549014 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -7549150.000000 Penalty: 5553.736816
	Iteration 22Q: 3 clusters Score -7549150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -7549257.000000 Penalty: 5553.736816
	Iteration 23Q: 3 clusters Score -7549257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -7549334.000000 Penalty: 5553.736816
	Iteration 24Q: 3 clusters Score -7549334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -7549380.500000 Penalty: 5553.736816
	Iteration 25Q: 3 clusters Score -7549380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -7549425.500000 Penalty: 5553.736816
	Iteration 26Q: 3 clusters Score -7549426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -7549454.500000 Penalty: 5553.736816
	Iteration 27Q: 3 clusters Score -7549454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -7549481.500000 Penalty: 5553.736816
	Iteration 28Q: 3 clusters Score -7549482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -7549485.000000 Penalty: 5553.736816
	Iteration 29Q: 3 clusters Score -7549485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -7549502.000000 Penalty: 5553.736816
	Iteration 30Q: 3 clusters Score -7549502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -7549507.000000 Penalty: 5553.736816
	Iteration 31Q: 3 clusters Score -7549507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -7549525.500000 Penalty: 5553.736816
	Iteration 32Q: 3 clusters Score -7549526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -7549528.000000 Penalty: 5553.736816
	Iteration 33Q: 3 clusters Score -7549528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -7549523.000000 Penalty: 5553.736816
	Iteration 34Q: 3 clusters Score -7549523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -7549534.000000 Penalty: 5553.736816
	Iteration 35Q: 3 clusters Score -7549534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -7549523.000000 Penalty: 5553.736816
	Iteration 36Q: 3 clusters Score -7549523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -7549527.000000 Penalty: 5553.736816
	Iteration 37Q: 3 clusters Score -7549527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -7549530.500000 Penalty: 5553.736816
	Iteration 38Q: 3 clusters Score -7549530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -7549536.500000 Penalty: 5553.736816
	Iteration 39Q: 3 clusters Score -7549536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -7549536.500000 Penalty: 5553.736816
	Iteration 40F: 3 clusters Score -7549536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Entering Unmasked Estep 
Score: -4450669.000000 Penalty: 2636.694580
	Iteration 0F: 2 clusters Score -4450669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4422624.500000 Penalty: 5273.389160
	Iteration 0F: 3 clusters Score -4422624 nChanged 18942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4433545.000000 Penalty: 5273.389160
	Iteration 1F: 3 clusters Score -4433545 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4434609.500000 Penalty: 5273.389160
	Iteration 2F: 3 clusters Score -4434610 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4435888.500000 Penalty: 5273.389160
	Iteration 3F: 3 clusters Score -4435888 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4437511.500000 Penalty: 5273.389160
	Iteration 4F: 3 clusters Score -4437512 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4439518.500000 Penalty: 5273.389160
	Iteration 5F: 3 clusters Score -4439518 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4441776.500000 Penalty: 5273.389160
	Iteration 6F: 3 clusters Score -4441776 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4443758.000000 Penalty: 5273.389160
	Iteration 7F: 3 clusters Score -4443758 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4445037.500000 Penalty: 5273.389160
	Iteration 8Q: 3 clusters Score -4445038 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4445683.000000 Penalty: 5273.389160
	Iteration 9Q: 3 clusters Score -4445683 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4445982.000000 Penalty: 5273.389160
	Iteration 10Q: 3 clusters Score -4445982 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4446186.000000 Penalty: 5273.389160
	Iteration 11Q: 3 clusters Score -4446186 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4446343.500000 Penalty: 5273.389160
	Iteration 12Q: 3 clusters Score -4446344 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4446454.500000 Penalty: 5273.389160
	Iteration 13Q: 3 clusters Score -4446454 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4446598.500000 Penalty: 5273.389160
	Iteration 14Q: 3 clusters Score -4446598 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4446723.500000 Penalty: 5273.389160
	Iteration 15Q: 3 clusters Score -4446724 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4446858.000000 Penalty: 5273.389160
	Iteration 16Q: 3 clusters Score -4446858 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4446940.500000 Penalty: 5273.389160
	Iteration 17Q: 3 clusters Score -4446940 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4447068.500000 Penalty: 5273.389160
	Iteration 18Q: 3 clusters Score -4447068 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4447165.500000 Penalty: 5273.389160
	Iteration 19Q: 3 clusters Score -4447166 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4447275.000000 Penalty: 5273.389160
	Iteration 20F: 3 clusters Score -4447275 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4447419.500000 Penalty: 5273.389160
	Iteration 21Q: 3 clusters Score -4447420 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4447545.000000 Penalty: 5273.389160
	Iteration 22Q: 3 clusters Score -4447545 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4447665.000000 Penalty: 5273.389160
	Iteration 23Q: 3 clusters Score -4447665 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -4447809.500000 Penalty: 5273.389160
	Iteration 24Q: 3 clusters Score -4447810 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4447902.500000 Penalty: 5273.389160
	Iteration 25Q: 3 clusters Score -4447902 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4448019.500000 Penalty: 5273.389160
	Iteration 26Q: 3 clusters Score -4448020 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4448141.500000 Penalty: 5273.389160
	Iteration 27Q: 3 clusters Score -4448142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4448218.000000 Penalty: 5273.389160
	Iteration 28Q: 3 clusters Score -4448218 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4448285.000000 Penalty: 5273.389160
	Iteration 29Q: 3 clusters Score -4448285 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -4448383.000000 Penalty: 5273.389160
	Iteration 30Q: 3 clusters Score -4448383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4448452.000000 Penalty: 5273.389160
	Iteration 31Q: 3 clusters Score -4448452 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4448510.000000 Penalty: 5273.389160
	Iteration 32Q: 3 clusters Score -4448510 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -4448549.500000 Penalty: 5273.389160
	Iteration 33Q: 3 clusters Score -4448550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -4448608.000000 Penalty: 5273.389160
	Iteration 34Q: 3 clusters Score -4448608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -4448618.500000 Penalty: 5273.389160
	Iteration 35Q: 3 clusters Score -4448618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4448642.500000 Penalty: 5273.389160
	Iteration 36Q: 3 clusters Score -4448642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4448668.500000 Penalty: 5273.389160
	Iteration 37Q: 3 clusters Score -4448668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4448674.500000 Penalty: 5273.389160
	Iteration 38Q: 3 clusters Score -4448674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4448699.000000 Penalty: 5273.389160
	Iteration 39Q: 3 clusters Score -4448699 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4448720.500000 Penalty: 5273.389160
	Iteration 40F: 3 clusters Score -4448720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -4448734.000000 Penalty: 5273.389160
	Iteration 41Q: 3 clusters Score -4448734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4448752.500000 Penalty: 5273.389160
	Iteration 42Q: 3 clusters Score -4448752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4448764.500000 Penalty: 5273.389160
	Iteration 43Q: 3 clusters Score -4448764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4448782.000000 Penalty: 5273.389160
	Iteration 44Q: 3 clusters Score -4448782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4448790.500000 Penalty: 5273.389160
	Iteration 45Q: 3 clusters Score -4448790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4448807.500000 Penalty: 5273.389160
	Iteration 46Q: 3 clusters Score -4448808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -4448828.500000 Penalty: 5273.389160
	Iteration 47Q: 3 clusters Score -4448828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -4448843.500000 Penalty: 5273.389160
	Iteration 48Q: 3 clusters Score -4448844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -4448854.000000 Penalty: 5273.389160
	Iteration 49Q: 3 clusters Score -4448854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -4448872.500000 Penalty: 5273.389160
	Iteration 50Q: 3 clusters Score -4448872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4448904.500000 Penalty: 5273.389160
	Iteration 51Q: 3 clusters Score -4448904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4448904.500000 Penalty: 5273.389160
	Iteration 52Q: 3 clusters Score -4448904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4448910.500000 Penalty: 5273.389160
	Iteration 53Q: 3 clusters Score -4448910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4448916.000000 Penalty: 5273.389160
	Iteration 54Q: 3 clusters Score -4448916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -4448927.000000 Penalty: 5273.389160
	Iteration 55Q: 3 clusters Score -4448927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4448933.000000 Penalty: 5273.389160
	Iteration 56Q: 3 clusters Score -4448933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4448946.000000 Penalty: 5273.389160
	Iteration 57Q: 3 clusters Score -4448946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4448945.500000 Penalty: 5273.389160
	Iteration 58Q: 3 clusters Score -4448946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4448939.500000 Penalty: 5273.389160
	Iteration 59Q: 3 clusters Score -4448940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4448959.500000 Penalty: 5273.389160
	Iteration 60F: 3 clusters Score -4448960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4448981.000000 Penalty: 5273.389160
	Iteration 61Q: 3 clusters Score -4448981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -4448984.500000 Penalty: 5273.389160
	Iteration 62Q: 3 clusters Score -4448984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4449004.000000 Penalty: 5273.389160
	Iteration 63Q: 3 clusters Score -4449004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4449012.000000 Penalty: 5273.389160
	Iteration 64Q: 3 clusters Score -4449012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4449015.500000 Penalty: 5273.389160
	Iteration 65Q: 3 clusters Score -4449016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4449017.000000 Penalty: 5273.389160
	Iteration 66Q: 3 clusters Score -4449017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -4449016.000000 Penalty: 5273.389160
	Iteration 67Q: 3 clusters Score -4449016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4449016.000000 Penalty: 5273.389160
	Iteration 68Q: 3 clusters Score -4449016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -4449023.000000 Penalty: 5273.389160
	Iteration 69Q: 3 clusters Score -4449023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4449016.000000 Penalty: 5273.389160
	Iteration 70Q: 3 clusters Score -4449016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -4449017.000000 Penalty: 5273.389160
	Iteration 71Q: 3 clusters Score -4449017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4449019.500000 Penalty: 5273.389160
	Iteration 72Q: 3 clusters Score -4449020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4449022.000000 Penalty: 5273.389160
	Iteration 73Q: 3 clusters Score -4449022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4449029.000000 Penalty: 5273.389160
	Iteration 74Q: 3 clusters Score -4449029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4449027.000000 Penalty: 5273.389160
	Iteration 75Q: 3 clusters Score -4449027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4449028.000000 Penalty: 5273.389160
	Iteration 76Q: 3 clusters Score -4449028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4449032.500000 Penalty: 5273.389160
	Iteration 77Q: 3 clusters Score -4449032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4449030.000000 Penalty: 5273.389160
	Iteration 78Q: 3 clusters Score -4449030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4449028.500000 Penalty: 5273.389160
	Iteration 79Q: 3 clusters Score -4449028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4449026.000000 Penalty: 5273.389160
	Iteration 80F: 3 clusters Score -4449026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4449036.500000 Penalty: 5273.389160
	Iteration 81Q: 3 clusters Score -4449036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4449038.000000 Penalty: 5273.389160
	Iteration 82Q: 3 clusters Score -4449038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -4449039.500000 Penalty: 5273.389160
	Iteration 83Q: 3 clusters Score -4449040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4449042.000000 Penalty: 5273.389160
	Iteration 84Q: 3 clusters Score -4449042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -4449042.500000 Penalty: 5273.389160
	Iteration 85Q: 3 clusters Score -4449042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -4449043.000000 Penalty: 5273.389160
	Iteration 86Q: 3 clusters Score -4449043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4449050.500000 Penalty: 5273.389160
	Iteration 87Q: 3 clusters Score -4449050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -4449051.000000 Penalty: 5273.389160
	Iteration 88Q: 3 clusters Score -4449051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4449050.500000 Penalty: 5273.389160
	Iteration 89Q: 3 clusters Score -4449050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4449053.000000 Penalty: 5273.389160
	Iteration 90Q: 3 clusters Score -4449053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4449050.500000 Penalty: 5273.389160
	Iteration 91Q: 3 clusters Score -4449050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -4449047.500000 Penalty: 5273.389160
	Iteration 92Q: 3 clusters Score -4449048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4449049.500000 Penalty: 5273.389160
	Iteration 93Q: 3 clusters Score -4449050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4449044.000000 Penalty: 5273.389160
	Iteration 94Q: 3 clusters Score -4449044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4449046.500000 Penalty: 5273.389160
	Iteration 95Q: 3 clusters Score -4449046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -4449047.500000 Penalty: 5273.389160
	Iteration 96Q: 3 clusters Score -4449048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -4449052.000000 Penalty: 5273.389160
	Iteration 97Q: 3 clusters Score -4449052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4449047.000000 Penalty: 5273.389160
	Iteration 98Q: 3 clusters Score -4449047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -4449051.500000 Penalty: 5273.389160
	Iteration 99Q: 3 clusters Score -4449052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -4449050.500000 Penalty: 5273.389160
	Iteration 100F: 3 clusters Score -4449050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -4449056.500000 Penalty: 5273.389160
	Iteration 101Q: 3 clusters Score -4449056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4449059.500000 Penalty: 5273.389160
	Iteration 102Q: 3 clusters Score -4449060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -4449060.500000 Penalty: 5273.389160
	Iteration 103Q: 3 clusters Score -4449060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4449058.000000 Penalty: 5273.389160
	Iteration 104Q: 3 clusters Score -4449058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -4449067.000000 Penalty: 5273.389160
	Iteration 105Q: 3 clusters Score -4449067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -4449069.000000 Penalty: 5273.389160
	Iteration 106Q: 3 clusters Score -4449069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4449069.500000 Penalty: 5273.389160
	Iteration 107Q: 3 clusters Score -4449070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -4449067.000000 Penalty: 5273.389160
	Iteration 108Q: 3 clusters Score -4449067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -4449064.500000 Penalty: 5273.389160
	Iteration 109Q: 3 clusters Score -4449064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4449067.000000 Penalty: 5273.389160
	Iteration 110Q: 3 clusters Score -4449067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4449069.500000 Penalty: 5273.389160
	Iteration 111Q: 3 clusters Score -4449070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -4449074.000000 Penalty: 5273.389160
	Iteration 112Q: 3 clusters Score -4449074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -4449079.000000 Penalty: 5273.389160
	Iteration 113Q: 3 clusters Score -4449079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4449087.000000 Penalty: 5273.389160
	Iteration 114Q: 3 clusters Score -4449087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -4449083.000000 Penalty: 5273.389160
	Iteration 115Q: 3 clusters Score -4449083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4449082.000000 Penalty: 5273.389160
	Iteration 116Q: 3 clusters Score -4449082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4449081.000000 Penalty: 5273.389160
	Iteration 117Q: 3 clusters Score -4449081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4449085.500000 Penalty: 5273.389160
	Iteration 118Q: 3 clusters Score -4449086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4449085.500000 Penalty: 5273.389160
	Iteration 119Q: 3 clusters Score -4449086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4449085.500000 Penalty: 5273.389160
	Iteration 120F: 3 clusters Score -4449086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Entering Unmasked Estep 
Score: -1669698.875000 Penalty: 2410.109131
	Iteration 0F: 2 clusters Score -1669699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1657835.125000 Penalty: 4820.218262
	Iteration 0F: 3 clusters Score -1657835 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1662281.250000 Penalty: 4820.218262
	Iteration 1F: 3 clusters Score -1662281 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1663608.250000 Penalty: 4820.218262
	Iteration 2F: 3 clusters Score -1663608 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1665216.125000 Penalty: 4820.218262
	Iteration 3F: 3 clusters Score -1665216 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1666713.375000 Penalty: 4820.218262
	Iteration 4F: 3 clusters Score -1666713 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1667696.125000 Penalty: 4820.218262
	Iteration 5F: 3 clusters Score -1667696 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1668182.000000 Penalty: 4820.218262
	Iteration 6Q: 3 clusters Score -1668182 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1668345.875000 Penalty: 4820.218262
	Iteration 7Q: 3 clusters Score -1668346 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1668388.000000 Penalty: 4820.218262
	Iteration 8Q: 3 clusters Score -1668388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1668411.625000 Penalty: 4820.218262
	Iteration 9Q: 3 clusters Score -1668412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1668417.875000 Penalty: 4820.218262
	Iteration 10Q: 3 clusters Score -1668418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1668429.500000 Penalty: 4820.218262
	Iteration 11Q: 3 clusters Score -1668430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1668423.500000 Penalty: 4820.218262
	Iteration 12Q: 3 clusters Score -1668424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1668428.125000 Penalty: 4820.218262
	Iteration 13Q: 3 clusters Score -1668428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1668429.375000 Penalty: 4820.218262
	Iteration 14Q: 3 clusters Score -1668429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1668430.875000 Penalty: 4820.218262
	Iteration 15Q: 3 clusters Score -1668431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1668432.750000 Penalty: 4820.218262
	Iteration 16Q: 3 clusters Score -1668433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1668432.125000 Penalty: 4820.218262
	Iteration 17Q: 3 clusters Score -1668432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1668428.750000 Penalty: 4820.218262
	Iteration 18Q: 3 clusters Score -1668429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1668431.250000 Penalty: 4820.218262
	Iteration 19Q: 3 clusters Score -1668431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1668431.000000 Penalty: 4820.218262
	Iteration 20F: 3 clusters Score -1668431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 3 contains 213900 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 295971 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 252731 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 34355 members 
Mstep: Class 18 contains 95249 members 
Mstep: Class 20 contains 346953 members 
Mstep: Class 21 contains 72915 members 
Mstep: Class 23 contains 41433 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2196.769531 but Gain 3530.843750
Score: -158355184.000000 Penalty: 70616.835938
Iteration 39Q: 21 clusters Score -1.583552e+08 nChanged 20738
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 211426 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 294167 members 
Mstep: Class 6 contains 34621 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 21995 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 257937 members 
Mstep: Class 14 contains 56626 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 18 contains 95848 members 
Mstep: Class 20 contains 345621 members 
Mstep: Class 21 contains 73447 members 
Mstep: Class 23 contains 40189 members 
Mstep: Class 24 contains 16524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359664.000000 Penalty: 70616.835938
Iteration 40F: 21 clusters Score -1.583597e+08 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 208863 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 292519 members 
Mstep: Class 6 contains 32795 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 21383 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 263107 members 
Mstep: Class 14 contains 57258 members 
Mstep: Class 15 contains 35490 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 18 contains 96521 members 
Mstep: Class 20 contains 344431 members 
Mstep: Class 21 contains 73917 members 
Mstep: Class 23 contains 39088 members 
Mstep: Class 24 contains 16409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361872.000000 Penalty: 70616.835938
Iteration 41Q: 21 clusters Score -1.583619e+08 nChanged 16605
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 206532 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 291410 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 20783 members 
Mstep: Class 9 contains 1479 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 267879 members 
Mstep: Class 14 contains 57846 members 
Mstep: Class 15 contains 36179 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 18 contains 97131 members 
Mstep: Class 20 contains 343403 members 
Mstep: Class 21 contains 74360 members 
Mstep: Class 23 contains 38130 members 
Mstep: Class 24 contains 16315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365152.000000 Penalty: 70616.835938
Iteration 42Q: 21 clusters Score -1.583652e+08 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 204372 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 290425 members 
Mstep: Class 6 contains 29379 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 20211 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 272365 members 
Mstep: Class 14 contains 58305 members 
Mstep: Class 15 contains 36785 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 18 contains 97733 members 
Mstep: Class 20 contains 342625 members 
Mstep: Class 21 contains 74804 members 
Mstep: Class 23 contains 37352 members 
Mstep: Class 24 contains 16215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366704.000000 Penalty: 70616.835938
Iteration 43Q: 21 clusters Score -1.583667e+08 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 202462 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 289613 members 
Mstep: Class 6 contains 27750 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 19662 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 276468 members 
Mstep: Class 14 contains 58669 members 
Mstep: Class 15 contains 37349 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 18 contains 98288 members 
Mstep: Class 20 contains 341964 members 
Mstep: Class 21 contains 75244 members 
Mstep: Class 23 contains 36660 members 
Mstep: Class 24 contains 16113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368464.000000 Penalty: 70616.835938
Iteration 44Q: 21 clusters Score -1.583685e+08 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 200740 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 288828 members 
Mstep: Class 6 contains 26138 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 19162 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 280270 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 37873 members 
Mstep: Class 16 contains 4109 members 
Mstep: Class 18 contains 98895 members 
Mstep: Class 20 contains 341376 members 
Mstep: Class 21 contains 75673 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 16000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370912.000000 Penalty: 70616.835938
Iteration 45Q: 21 clusters Score -1.583709e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 199279 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 288159 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 18665 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 283622 members 
Mstep: Class 14 contains 59195 members 
Mstep: Class 15 contains 38402 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 18 contains 99398 members 
Mstep: Class 20 contains 340863 members 
Mstep: Class 21 contains 76103 members 
Mstep: Class 23 contains 35609 members 
Mstep: Class 24 contains 15882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372288.000000 Penalty: 70616.835938
Iteration 46Q: 21 clusters Score -1.583723e+08 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 197946 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 287694 members 
Mstep: Class 6 contains 23179 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 18210 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 286569 members 
Mstep: Class 14 contains 59367 members 
Mstep: Class 15 contains 38867 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 18 contains 99850 members 
Mstep: Class 20 contains 340471 members 
Mstep: Class 21 contains 76527 members 
Mstep: Class 23 contains 35210 members 
Mstep: Class 24 contains 15780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158373376.000000 Penalty: 70616.835938
Iteration 47Q: 21 clusters Score -1.583734e+08 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 196756 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 287287 members 
Mstep: Class 6 contains 21829 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 17753 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 289173 members 
Mstep: Class 14 contains 59572 members 
Mstep: Class 15 contains 39317 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 18 contains 100259 members 
Mstep: Class 20 contains 340168 members 
Mstep: Class 21 contains 76957 members 
Mstep: Class 23 contains 34846 members 
Mstep: Class 24 contains 15667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374800.000000 Penalty: 70616.835938
Iteration 48Q: 21 clusters Score -1.583748e+08 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 195675 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 286887 members 
Mstep: Class 6 contains 20498 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 17302 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 291520 members 
Mstep: Class 14 contains 59718 members 
Mstep: Class 15 contains 39759 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 18 contains 100683 members 
Mstep: Class 20 contains 340037 members 
Mstep: Class 21 contains 77376 members 
Mstep: Class 23 contains 34478 members 
Mstep: Class 24 contains 15541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376480.000000 Penalty: 70616.835938
Iteration 49Q: 21 clusters Score -1.583765e+08 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 194765 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 286441 members 
Mstep: Class 6 contains 19229 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 16925 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 293596 members 
Mstep: Class 14 contains 59852 members 
Mstep: Class 15 contains 40169 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 18 contains 101068 members 
Mstep: Class 20 contains 339996 members 
Mstep: Class 21 contains 77762 members 
Mstep: Class 23 contains 34182 members 
Mstep: Class 24 contains 15422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158377408.000000 Penalty: 70616.835938
Iteration 50Q: 21 clusters Score -1.583774e+08 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 193916 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 286005 members 
Mstep: Class 6 contains 18011 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 295528 members 
Mstep: Class 14 contains 59909 members 
Mstep: Class 15 contains 40547 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 18 contains 101429 members 
Mstep: Class 20 contains 340021 members 
Mstep: Class 21 contains 78140 members 
Mstep: Class 23 contains 33976 members 
Mstep: Class 24 contains 15306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378080.000000 Penalty: 70616.835938
Iteration 51Q: 21 clusters Score -1.583781e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 193283 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 285713 members 
Mstep: Class 6 contains 16905 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 16214 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 297113 members 
Mstep: Class 14 contains 59940 members 
Mstep: Class 15 contains 40892 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 18 contains 101767 members 
Mstep: Class 20 contains 340047 members 
Mstep: Class 21 contains 78537 members 
Mstep: Class 23 contains 33755 members 
Mstep: Class 24 contains 15193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378912.000000 Penalty: 70616.835938
Iteration 52Q: 21 clusters Score -1.583789e+08 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 192777 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 285459 members 
Mstep: Class 6 contains 15847 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 15916 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 298374 members 
Mstep: Class 14 contains 59949 members 
Mstep: Class 15 contains 41195 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 18 contains 102086 members 
Mstep: Class 20 contains 340218 members 
Mstep: Class 21 contains 78896 members 
Mstep: Class 23 contains 33553 members 
Mstep: Class 24 contains 15074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158378848.000000 Penalty: 70616.835938
Iteration 53Q: 21 clusters Score -1.583788e+08 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 192377 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 285217 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 15681 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 299321 members 
Mstep: Class 14 contains 59946 members 
Mstep: Class 15 contains 41474 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 18 contains 102396 members 
Mstep: Class 20 contains 340404 members 
Mstep: Class 21 contains 79252 members 
Mstep: Class 23 contains 33394 members 
Mstep: Class 24 contains 14949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158379168.000000 Penalty: 70616.835938
Iteration 54Q: 21 clusters Score -1.583792e+08 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 191997 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 285110 members 
Mstep: Class 6 contains 14057 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 300080 members 
Mstep: Class 14 contains 59967 members 
Mstep: Class 15 contains 41754 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 18 contains 102716 members 
Mstep: Class 20 contains 340539 members 
Mstep: Class 21 contains 79633 members 
Mstep: Class 23 contains 33253 members 
Mstep: Class 24 contains 14807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380400.000000 Penalty: 70616.835938
Iteration 55Q: 21 clusters Score -1.583804e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 191665 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 285167 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 15221 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 300632 members 
Mstep: Class 14 contains 59955 members 
Mstep: Class 15 contains 42021 members 
Mstep: Class 16 contains 4528 members 
Mstep: Class 18 contains 103037 members 
Mstep: Class 20 contains 340645 members 
Mstep: Class 21 contains 79972 members 
Mstep: Class 23 contains 33115 members 
Mstep: Class 24 contains 14658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380672.000000 Penalty: 70616.835938
Iteration 56Q: 21 clusters Score -1.583807e+08 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 191390 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 285215 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 15019 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 300982 members 
Mstep: Class 14 contains 59905 members 
Mstep: Class 15 contains 42268 members 
Mstep: Class 16 contains 4538 members 
Mstep: Class 18 contains 103335 members 
Mstep: Class 20 contains 340901 members 
Mstep: Class 21 contains 80281 members 
Mstep: Class 23 contains 33002 members 
Mstep: Class 24 contains 14498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158380112.000000 Penalty: 70616.835938
Iteration 57Q: 21 clusters Score -1.583801e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 191176 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 285257 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 301124 members 
Mstep: Class 14 contains 59857 members 
Mstep: Class 15 contains 42485 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 18 contains 103624 members 
Mstep: Class 20 contains 341235 members 
Mstep: Class 21 contains 80595 members 
Mstep: Class 23 contains 32893 members 
Mstep: Class 24 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381200.000000 Penalty: 70616.835938
Iteration 58Q: 21 clusters Score -1.583812e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 190985 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 285377 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 14663 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 301164 members 
Mstep: Class 14 contains 59820 members 
Mstep: Class 15 contains 42697 members 
Mstep: Class 16 contains 4578 members 
Mstep: Class 18 contains 103881 members 
Mstep: Class 20 contains 341544 members 
Mstep: Class 21 contains 80881 members 
Mstep: Class 23 contains 32797 members 
Mstep: Class 24 contains 14179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158381808.000000 Penalty: 70616.835938
Iteration 59Q: 21 clusters Score -1.583818e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 190841 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 285496 members 
Mstep: Class 6 contains 10921 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 14491 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 301092 members 
Mstep: Class 14 contains 59814 members 
Mstep: Class 15 contains 42884 members 
Mstep: Class 16 contains 4588 members 
Mstep: Class 18 contains 104199 members 
Mstep: Class 20 contains 341794 members 
Mstep: Class 21 contains 81149 members 
Mstep: Class 23 contains 32723 members 
Mstep: Class 24 contains 14031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158382608.000000 Penalty: 70616.835938
Iteration 60F: 21 clusters Score -1.583826e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 190733 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 285660 members 
Mstep: Class 6 contains 10514 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 14348 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 300899 members 
Mstep: Class 14 contains 59801 members 
Mstep: Class 15 contains 43057 members 
Mstep: Class 16 contains 4596 members 
Mstep: Class 18 contains 104454 members 
Mstep: Class 20 contains 342020 members 
Mstep: Class 21 contains 81394 members 
Mstep: Class 23 contains 32695 members 
Mstep: Class 24 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383456.000000 Penalty: 70616.835938
Iteration 61Q: 21 clusters Score -1.583835e+08 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 190642 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 285913 members 
Mstep: Class 6 contains 10154 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 300612 members 
Mstep: Class 14 contains 59809 members 
Mstep: Class 15 contains 43210 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 18 contains 104706 members 
Mstep: Class 20 contains 342164 members 
Mstep: Class 21 contains 81664 members 
Mstep: Class 23 contains 32667 members 
Mstep: Class 24 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383920.000000 Penalty: 70616.835938
Iteration 62Q: 21 clusters Score -1.583839e+08 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 190604 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 286260 members 
Mstep: Class 6 contains 9833 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 300226 members 
Mstep: Class 14 contains 59812 members 
Mstep: Class 15 contains 43379 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 18 contains 104951 members 
Mstep: Class 20 contains 342262 members 
Mstep: Class 21 contains 81931 members 
Mstep: Class 23 contains 32634 members 
Mstep: Class 24 contains 13623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384272.000000 Penalty: 70616.835938
Iteration 63Q: 21 clusters Score -1.583843e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 190541 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 286793 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 13805 members 
Mstep: Class 9 contains 1487 members 
Mstep: Class 10 contains 1008 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 299776 members 
Mstep: Class 14 contains 59802 members 
Mstep: Class 15 contains 43522 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 18 contains 105167 members 
Mstep: Class 20 contains 342288 members 
Mstep: Class 21 contains 82215 members 
Mstep: Class 23 contains 32591 members 
Mstep: Class 24 contains 13454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384512.000000 Penalty: 70616.835938
Iteration 64Q: 21 clusters Score -1.583845e+08 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 190467 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 287385 members 
Mstep: Class 6 contains 9377 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 1488 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 299264 members 
Mstep: Class 14 contains 59794 members 
Mstep: Class 15 contains 43644 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 18 contains 105378 members 
Mstep: Class 20 contains 342288 members 
Mstep: Class 21 contains 82485 members 
Mstep: Class 23 contains 32564 members 
Mstep: Class 24 contains 13290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158384992.000000 Penalty: 70616.835938
Iteration 65Q: 21 clusters Score -1.58385e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 288001 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 13464 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 298716 members 
Mstep: Class 14 contains 59782 members 
Mstep: Class 15 contains 43766 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 18 contains 105559 members 
Mstep: Class 20 contains 342295 members 
Mstep: Class 21 contains 82738 members 
Mstep: Class 23 contains 32547 members 
Mstep: Class 24 contains 13130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158385280.000000 Penalty: 70616.835938
Iteration 66Q: 21 clusters Score -1.583853e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 190341 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 288619 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 13330 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 298094 members 
Mstep: Class 14 contains 59769 members 
Mstep: Class 15 contains 43870 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 18 contains 105729 members 
Mstep: Class 20 contains 342303 members 
Mstep: Class 21 contains 82992 members 
Mstep: Class 23 contains 32524 members 
Mstep: Class 24 contains 12986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158385408.000000 Penalty: 70616.835938
Iteration 67Q: 21 clusters Score -1.583854e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 190326 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 289237 members 
Mstep: Class 6 contains 8956 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 13218 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 297442 members 
Mstep: Class 14 contains 59750 members 
Mstep: Class 15 contains 43962 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 18 contains 105889 members 
Mstep: Class 20 contains 342306 members 
Mstep: Class 21 contains 83208 members 
Mstep: Class 23 contains 32504 members 
Mstep: Class 24 contains 12853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158385504.000000 Penalty: 70616.835938
Iteration 68Q: 21 clusters Score -1.583855e+08 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 190316 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 289863 members 
Mstep: Class 6 contains 8845 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 13109 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 296729 members 
Mstep: Class 14 contains 59739 members 
Mstep: Class 15 contains 44047 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 18 contains 106043 members 
Mstep: Class 20 contains 342347 members 
Mstep: Class 21 contains 83435 members 
Mstep: Class 23 contains 32479 members 
Mstep: Class 24 contains 12721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386160.000000 Penalty: 70616.835938
Iteration 69Q: 21 clusters Score -1.583862e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 190289 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 290508 members 
Mstep: Class 6 contains 8728 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 13026 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 296108 members 
Mstep: Class 14 contains 59733 members 
Mstep: Class 15 contains 44105 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 18 contains 106193 members 
Mstep: Class 20 contains 342306 members 
Mstep: Class 21 contains 83650 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 12604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386608.000000 Penalty: 70616.835938
Iteration 70Q: 21 clusters Score -1.583866e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 3169 members 
Mstep: Class 3 contains 190307 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 5 contains 291140 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12944 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 295464 members 
Mstep: Class 14 contains 59725 members 
Mstep: Class 15 contains 44155 members 
Mstep: Class 16 contains 4564 members 
Mstep: Class 18 contains 106309 members 
Mstep: Class 20 contains 342291 members 
Mstep: Class 21 contains 83812 members 
Mstep: Class 23 contains 32448 members 
Mstep: Class 24 contains 12517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158386720.000000 Penalty: 70616.835938
Iteration 71Q: 21 clusters Score -1.583867e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 190311 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 291793 members 
Mstep: Class 6 contains 8555 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 294784 members 
Mstep: Class 14 contains 59730 members 
Mstep: Class 15 contains 44210 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 18 contains 106431 members 
Mstep: Class 20 contains 342249 members 
Mstep: Class 21 contains 83959 members 
Mstep: Class 23 contains 32436 members 
Mstep: Class 24 contains 12430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387184.000000 Penalty: 70616.835938
Iteration 72Q: 21 clusters Score -1.583872e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 190316 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 292462 members 
Mstep: Class 6 contains 8485 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 12813 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 294124 members 
Mstep: Class 14 contains 59706 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 18 contains 106542 members 
Mstep: Class 20 contains 342244 members 
Mstep: Class 21 contains 84083 members 
Mstep: Class 23 contains 32419 members 
Mstep: Class 24 contains 12346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387504.000000 Penalty: 70616.835938
Iteration 73Q: 21 clusters Score -1.583875e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 190338 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 293137 members 
Mstep: Class 6 contains 8423 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 293540 members 
Mstep: Class 14 contains 59682 members 
Mstep: Class 15 contains 44330 members 
Mstep: Class 16 contains 4525 members 
Mstep: Class 18 contains 106620 members 
Mstep: Class 20 contains 342180 members 
Mstep: Class 21 contains 84219 members 
Mstep: Class 23 contains 32401 members 
Mstep: Class 24 contains 12246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387856.000000 Penalty: 70616.835938
Iteration 74Q: 21 clusters Score -1.583879e+08 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 190321 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 293820 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12653 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 293014 members 
Mstep: Class 14 contains 59654 members 
Mstep: Class 15 contains 44383 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 18 contains 106687 members 
Mstep: Class 20 contains 342116 members 
Mstep: Class 21 contains 84346 members 
Mstep: Class 23 contains 32377 members 
Mstep: Class 24 contains 12148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387696.000000 Penalty: 70616.835938
Iteration 75Q: 21 clusters Score -1.583877e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 190278 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 294502 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12569 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 292550 members 
Mstep: Class 14 contains 59639 members 
Mstep: Class 15 contains 44430 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 18 contains 106735 members 
Mstep: Class 20 contains 342028 members 
Mstep: Class 21 contains 84456 members 
Mstep: Class 23 contains 32347 members 
Mstep: Class 24 contains 12060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387488.000000 Penalty: 70616.835938
Iteration 76Q: 21 clusters Score -1.583875e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 190201 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 295216 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 292104 members 
Mstep: Class 14 contains 59631 members 
Mstep: Class 15 contains 44478 members 
Mstep: Class 16 contains 4493 members 
Mstep: Class 18 contains 106762 members 
Mstep: Class 20 contains 341920 members 
Mstep: Class 21 contains 84558 members 
Mstep: Class 23 contains 32329 members 
Mstep: Class 24 contains 11981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387440.000000 Penalty: 70616.835938
Iteration 77Q: 21 clusters Score -1.583874e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 190060 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 295940 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12444 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 291668 members 
Mstep: Class 14 contains 59623 members 
Mstep: Class 15 contains 44554 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 18 contains 106799 members 
Mstep: Class 20 contains 341789 members 
Mstep: Class 21 contains 84651 members 
Mstep: Class 23 contains 32302 members 
Mstep: Class 24 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158387408.000000 Penalty: 70616.835938
Iteration 78Q: 21 clusters Score -1.583874e+08 nChanged 2379
Entering ConstructFrom: 
Score: -158387408.000000 Penalty: 70616.835938
Entering ConstructFrom: 
Trying to split cluster 1 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -2864605.000000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -2864605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2844491.500000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -2844492 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2851901.000000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -2851901 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2852787.000000 Penalty: 5105.273926
	Iteration 2F: 3 clusters Score -2852787 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2853659.000000 Penalty: 5105.273926
	Iteration 3F: 3 clusters Score -2853659 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2854484.250000 Penalty: 5105.273926
	Iteration 4F: 3 clusters Score -2854484 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2855242.750000 Penalty: 5105.273926
	Iteration 5F: 3 clusters Score -2855243 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2855916.250000 Penalty: 5105.273926
	Iteration 6Q: 3 clusters Score -2855916 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2856627.500000 Penalty: 5105.273926
	Iteration 7Q: 3 clusters Score -2856628 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2857365.000000 Penalty: 5105.273926
	Iteration 8Q: 3 clusters Score -2857365 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2858080.500000 Penalty: 5105.273926
	Iteration 9Q: 3 clusters Score -2858080 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2858644.500000 Penalty: 5105.273926
	Iteration 10Q: 3 clusters Score -2858644 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2859151.250000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -2859151 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2859539.250000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -2859539 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2859825.750000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -2859826 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2860081.500000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -2860082 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2860294.000000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -2860294 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2860494.250000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -2860494 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2860661.500000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -2860662 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2860805.250000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -2860805 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2860951.000000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -2860951 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2861110.000000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -2861110 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2861254.750000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -2861255 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2861394.500000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -2861394 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2861527.250000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -2861527 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2861677.000000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -2861677 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2861821.250000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -2861821 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2861946.250000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -2861946 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2862079.750000 Penalty: 5105.273926
	Iteration 27Q: 3 clusters Score -2862080 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2862222.250000 Penalty: 5105.273926
	Iteration 28Q: 3 clusters Score -2862222 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -2862316.000000 Penalty: 5105.273926
	Iteration 29Q: 3 clusters Score -2862316 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -2862403.500000 Penalty: 5105.273926
	Iteration 30Q: 3 clusters Score -2862404 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2862487.000000 Penalty: 5105.273926
	Iteration 31Q: 3 clusters Score -2862487 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2862553.000000 Penalty: 5105.273926
	Iteration 32Q: 3 clusters Score -2862553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -2862614.000000 Penalty: 5105.273926
	Iteration 33Q: 3 clusters Score -2862614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2862666.500000 Penalty: 5105.273926
	Iteration 34Q: 3 clusters Score -2862666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2862703.750000 Penalty: 5105.273926
	Iteration 35Q: 3 clusters Score -2862704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -2862733.000000 Penalty: 5105.273926
	Iteration 36Q: 3 clusters Score -2862733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2862775.500000 Penalty: 5105.273926
	Iteration 37Q: 3 clusters Score -2862776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2862805.250000 Penalty: 5105.273926
	Iteration 38Q: 3 clusters Score -2862805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -2862831.000000 Penalty: 5105.273926
	Iteration 39Q: 3 clusters Score -2862831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2862863.000000 Penalty: 5105.273926
	Iteration 40F: 3 clusters Score -2862863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2862887.500000 Penalty: 5105.273926
	Iteration 41Q: 3 clusters Score -2862888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2862905.000000 Penalty: 5105.273926
	Iteration 42Q: 3 clusters Score -2862905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -2862915.500000 Penalty: 5105.273926
	Iteration 43Q: 3 clusters Score -2862916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -2862959.750000 Penalty: 5105.273926
	Iteration 44Q: 3 clusters Score -2862960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -2862983.000000 Penalty: 5105.273926
	Iteration 45Q: 3 clusters Score -2862983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -2863004.000000 Penalty: 5105.273926
	Iteration 46Q: 3 clusters Score -2863004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -2863013.500000 Penalty: 5105.273926
	Iteration 47Q: 3 clusters Score -2863014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -2863024.250000 Penalty: 5105.273926
	Iteration 48Q: 3 clusters Score -2863024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -2863032.750000 Penalty: 5105.273926
	Iteration 49Q: 3 clusters Score -2863033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2863036.000000 Penalty: 5105.273926
	Iteration 50Q: 3 clusters Score -2863036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -2863033.250000 Penalty: 5105.273926
	Iteration 51Q: 3 clusters Score -2863033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2863028.500000 Penalty: 5105.273926
	Iteration 52Q: 3 clusters Score -2863028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2863031.250000 Penalty: 5105.273926
	Iteration 53Q: 3 clusters Score -2863031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -2863037.500000 Penalty: 5105.273926
	Iteration 54Q: 3 clusters Score -2863038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -2863039.500000 Penalty: 5105.273926
	Iteration 55Q: 3 clusters Score -2863040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -2863041.500000 Penalty: 5105.273926
	Iteration 56Q: 3 clusters Score -2863042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -2863040.750000 Penalty: 5105.273926
	Iteration 57Q: 3 clusters Score -2863041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -2863044.000000 Penalty: 5105.273926
	Iteration 58Q: 3 clusters Score -2863044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -2863042.500000 Penalty: 5105.273926
	Iteration 59Q: 3 clusters Score -2863042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -2863047.750000 Penalty: 5105.273926
	Iteration 60F: 3 clusters Score -2863048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2863047.500000 Penalty: 5105.273926
	Iteration 61Q: 3 clusters Score -2863048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2863048.750000 Penalty: 5105.273926
	Iteration 62Q: 3 clusters Score -2863049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -2863047.750000 Penalty: 5105.273926
	Iteration 63Q: 3 clusters Score -2863048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -2863047.750000 Penalty: 5105.273926
	Iteration 64Q: 3 clusters Score -2863048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -2863054.000000 Penalty: 5105.273926
	Iteration 65Q: 3 clusters Score -2863054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -2863056.000000 Penalty: 5105.273926
	Iteration 66Q: 3 clusters Score -2863056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -2863053.250000 Penalty: 5105.273926
	Iteration 67Q: 3 clusters Score -2863053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2863056.000000 Penalty: 5105.273926
	Iteration 68Q: 3 clusters Score -2863056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -2863057.250000 Penalty: 5105.273926
	Iteration 69Q: 3 clusters Score -2863057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -2863059.250000 Penalty: 5105.273926
	Iteration 70Q: 3 clusters Score -2863059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2863059.500000 Penalty: 5105.273926
	Iteration 71Q: 3 clusters Score -2863060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -2863059.500000 Penalty: 5105.273926
	Iteration 72Q: 3 clusters Score -2863060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -2863056.000000 Penalty: 5105.273926
	Iteration 73Q: 3 clusters Score -2863056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2863069.000000 Penalty: 5105.273926
	Iteration 74Q: 3 clusters Score -2863069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -2863072.500000 Penalty: 5105.273926
	Iteration 75Q: 3 clusters Score -2863072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -2863075.250000 Penalty: 5105.273926
	Iteration 76Q: 3 clusters Score -2863075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -2863088.250000 Penalty: 5105.273926
	Iteration 77Q: 3 clusters Score -2863088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -2863092.500000 Penalty: 5105.273926
	Iteration 78Q: 3 clusters Score -2863092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -2863094.250000 Penalty: 5105.273926
	Iteration 79Q: 3 clusters Score -2863094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2863099.500000 Penalty: 5105.273926
	Iteration 80F: 3 clusters Score -2863100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -2863095.000000 Penalty: 5105.273926
	Iteration 81Q: 3 clusters Score -2863095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2863097.000000 Penalty: 5105.273926
	Iteration 82Q: 3 clusters Score -2863097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -2863095.750000 Penalty: 5105.273926
	Iteration 83Q: 3 clusters Score -2863096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -2863093.500000 Penalty: 5105.273926
	Iteration 84Q: 3 clusters Score -2863094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2863093.750000 Penalty: 5105.273926
	Iteration 85Q: 3 clusters Score -2863094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -2863099.750000 Penalty: 5105.273926
	Iteration 86Q: 3 clusters Score -2863100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -2863108.000000 Penalty: 5105.273926
	Iteration 87Q: 3 clusters Score -2863108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -2863109.000000 Penalty: 5105.273926
	Iteration 88Q: 3 clusters Score -2863109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -2863107.750000 Penalty: 5105.273926
	Iteration 89Q: 3 clusters Score -2863108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -2863109.000000 Penalty: 5105.273926
	Iteration 90Q: 3 clusters Score -2863109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -2863114.750000 Penalty: 5105.273926
	Iteration 91Q: 3 clusters Score -2863115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -2863115.250000 Penalty: 5105.273926
	Iteration 92Q: 3 clusters Score -2863115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -2863115.500000 Penalty: 5105.273926
	Iteration 93Q: 3 clusters Score -2863116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2863114.250000 Penalty: 5105.273926
	Iteration 94Q: 3 clusters Score -2863114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2863113.750000 Penalty: 5105.273926
	Iteration 95Q: 3 clusters Score -2863114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -2863115.000000 Penalty: 5105.273926
	Iteration 96Q: 3 clusters Score -2863115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -2863115.000000 Penalty: 5105.273926
	Iteration 97F: 3 clusters Score -2863115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Entering Unmasked Estep 
Score: -281214.468750 Penalty: 2001.507324
	Iteration 0F: 2 clusters Score -281214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -277789.156250 Penalty: 4003.014648
	Iteration 0F: 3 clusters Score -277789.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -278514.531250 Penalty: 4003.014648
	Iteration 1F: 3 clusters Score -278514.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -278700.625000 Penalty: 4003.014648
	Iteration 2F: 3 clusters Score -278700.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -278819.375000 Penalty: 4003.014648
	Iteration 3F: 3 clusters Score -278819.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -278902.468750 Penalty: 4003.014648
	Iteration 4Q: 3 clusters Score -278902.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -278964.843750 Penalty: 4003.014648
	Iteration 5Q: 3 clusters Score -278964.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -279005.937500 Penalty: 4003.014648
	Iteration 6Q: 3 clusters Score -279005.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -279043.437500 Penalty: 4003.014648
	Iteration 7Q: 3 clusters Score -279043.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -279074.937500 Penalty: 4003.014648
	Iteration 8Q: 3 clusters Score -279074.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -279101.500000 Penalty: 4003.014648
	Iteration 9Q: 3 clusters Score -279101.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -279128.562500 Penalty: 4003.014648
	Iteration 10Q: 3 clusters Score -279128.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -279159.562500 Penalty: 4003.014648
	Iteration 11Q: 3 clusters Score -279159.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -279193.093750 Penalty: 4003.014648
	Iteration 12Q: 3 clusters Score -279193.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -279216.218750 Penalty: 4003.014648
	Iteration 13Q: 3 clusters Score -279216.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -279234.062500 Penalty: 4003.014648
	Iteration 14Q: 3 clusters Score -279234.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -279251.093750 Penalty: 4003.014648
	Iteration 15Q: 3 clusters Score -279251.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -279265.343750 Penalty: 4003.014648
	Iteration 16Q: 3 clusters Score -279265.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -279280.187500 Penalty: 4003.014648
	Iteration 17Q: 3 clusters Score -279280.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -279289.187500 Penalty: 4003.014648
	Iteration 18Q: 3 clusters Score -279289.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -279300.500000 Penalty: 4003.014648
	Iteration 19Q: 3 clusters Score -279300.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -279318.156250 Penalty: 4003.014648
	Iteration 20F: 3 clusters Score -279318.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -279330.750000 Penalty: 4003.014648
	Iteration 21Q: 3 clusters Score -279330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -279343.281250 Penalty: 4003.014648
	Iteration 22Q: 3 clusters Score -279343.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -279354.531250 Penalty: 4003.014648
	Iteration 23Q: 3 clusters Score -279354.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -279363.281250 Penalty: 4003.014648
	Iteration 24Q: 3 clusters Score -279363.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -279375.031250 Penalty: 4003.014648
	Iteration 25Q: 3 clusters Score -279375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -279385.812500 Penalty: 4003.014648
	Iteration 26Q: 3 clusters Score -279385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -279401.406250 Penalty: 4003.014648
	Iteration 27Q: 3 clusters Score -279401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -279413.687500 Penalty: 4003.014648
	Iteration 28Q: 3 clusters Score -279413.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -279420.562500 Penalty: 4003.014648
	Iteration 29Q: 3 clusters Score -279420.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -279431.468750 Penalty: 4003.014648
	Iteration 30Q: 3 clusters Score -279431.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -279445.437500 Penalty: 4003.014648
	Iteration 31Q: 3 clusters Score -279445.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -279459.000000 Penalty: 4003.014648
	Iteration 32Q: 3 clusters Score -279459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -279473.812500 Penalty: 4003.014648
	Iteration 33Q: 3 clusters Score -279473.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -279487.875000 Penalty: 4003.014648
	Iteration 34Q: 3 clusters Score -279487.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -279501.625000 Penalty: 4003.014648
	Iteration 35Q: 3 clusters Score -279501.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -279515.718750 Penalty: 4003.014648
	Iteration 36Q: 3 clusters Score -279515.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -279533.187500 Penalty: 4003.014648
	Iteration 37Q: 3 clusters Score -279533.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -279549.468750 Penalty: 4003.014648
	Iteration 38Q: 3 clusters Score -279549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -279556.718750 Penalty: 4003.014648
	Iteration 39Q: 3 clusters Score -279556.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -279566.968750 Penalty: 4003.014648
	Iteration 40F: 3 clusters Score -279567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -279574.156250 Penalty: 4003.014648
	Iteration 41Q: 3 clusters Score -279574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -279586.718750 Penalty: 4003.014648
	Iteration 42Q: 3 clusters Score -279586.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -279593.250000 Penalty: 4003.014648
	Iteration 43Q: 3 clusters Score -279593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -279601.000000 Penalty: 4003.014648
	Iteration 44Q: 3 clusters Score -279601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -279612.218750 Penalty: 4003.014648
	Iteration 45Q: 3 clusters Score -279612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -279624.718750 Penalty: 4003.014648
	Iteration 46Q: 3 clusters Score -279624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -279639.031250 Penalty: 4003.014648
	Iteration 47Q: 3 clusters Score -279639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -279647.437500 Penalty: 4003.014648
	Iteration 48Q: 3 clusters Score -279647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -279656.187500 Penalty: 4003.014648
	Iteration 49Q: 3 clusters Score -279656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -279661.781250 Penalty: 4003.014648
	Iteration 50Q: 3 clusters Score -279661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -279665.093750 Penalty: 4003.014648
	Iteration 51Q: 3 clusters Score -279665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -279666.687500 Penalty: 4003.014648
	Iteration 52Q: 3 clusters Score -279666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -279666.687500 Penalty: 4003.014648
	Iteration 53F: 3 clusters Score -279666.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189947 members 
Entering Unmasked Estep 
Score: -20303750.000000 Penalty: 3014.315918
	Iteration 0F: 2 clusters Score -2.030375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -20176888.000000 Penalty: 6028.631836
	Iteration 0F: 3 clusters Score -2.017689e+07 nChanged 91074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -20230174.000000 Penalty: 6028.631836
	Iteration 1F: 3 clusters Score -2.023017e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -20231362.000000 Penalty: 6028.631836
	Iteration 2Q: 3 clusters Score -2.023136e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -20232738.000000 Penalty: 6028.631836
	Iteration 3Q: 3 clusters Score -2.023274e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -20234584.000000 Penalty: 6028.631836
	Iteration 4Q: 3 clusters Score -2.023458e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 106450 members 
Entering Unmasked Estep 
Score: -20237520.000000 Penalty: 6028.631836
	Iteration 5Q: 3 clusters Score -2.023752e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -20242448.000000 Penalty: 6028.631836
	Iteration 6F: 3 clusters Score -2.024245e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 122493 members 
Entering Unmasked Estep 
Score: -20250458.000000 Penalty: 6028.631836
	Iteration 7F: 3 clusters Score -2.025046e+07 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -20261604.000000 Penalty: 6028.631836
	Iteration 8F: 3 clusters Score -2.02616e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -20274606.000000 Penalty: 6028.631836
	Iteration 9F: 3 clusters Score -2.027461e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -20285688.000000 Penalty: 6028.631836
	Iteration 10F: 3 clusters Score -2.028569e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 162877 members 
Entering Unmasked Estep 
Score: -20292304.000000 Penalty: 6028.631836
	Iteration 11Q: 3 clusters Score -2.02923e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -20294984.000000 Penalty: 6028.631836
	Iteration 12Q: 3 clusters Score -2.029498e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 168945 members 
Entering Unmasked Estep 
Score: -20296356.000000 Penalty: 6028.631836
	Iteration 13Q: 3 clusters Score -2.029636e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 171137 members 
Entering Unmasked Estep 
Score: -20297260.000000 Penalty: 6028.631836
	Iteration 14Q: 3 clusters Score -2.029726e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -20297928.000000 Penalty: 6028.631836
	Iteration 15Q: 3 clusters Score -2.029793e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -20298540.000000 Penalty: 6028.631836
	Iteration 16Q: 3 clusters Score -2.029854e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 176115 members 
Entering Unmasked Estep 
Score: -20298982.000000 Penalty: 6028.631836
	Iteration 17Q: 3 clusters Score -2.029898e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -20299392.000000 Penalty: 6028.631836
	Iteration 18Q: 3 clusters Score -2.029939e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 178665 members 
Entering Unmasked Estep 
Score: -20299838.000000 Penalty: 6028.631836
	Iteration 19Q: 3 clusters Score -2.029984e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 179707 members 
Entering Unmasked Estep 
Score: -20300274.000000 Penalty: 6028.631836
	Iteration 20F: 3 clusters Score -2.030027e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 180595 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 6028.631836
	Iteration 21Q: 3 clusters Score -2.030065e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 181368 members 
Entering Unmasked Estep 
Score: -20300818.000000 Penalty: 6028.631836
	Iteration 22Q: 3 clusters Score -2.030082e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 181981 members 
Entering Unmasked Estep 
Score: -20300960.000000 Penalty: 6028.631836
	Iteration 23Q: 3 clusters Score -2.030096e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -20301090.000000 Penalty: 6028.631836
	Iteration 24Q: 3 clusters Score -2.030109e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -20301198.000000 Penalty: 6028.631836
	Iteration 25Q: 3 clusters Score -2.03012e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 183496 members 
Entering Unmasked Estep 
Score: -20301276.000000 Penalty: 6028.631836
	Iteration 26Q: 3 clusters Score -2.030128e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 183903 members 
Entering Unmasked Estep 
Score: -20301430.000000 Penalty: 6028.631836
	Iteration 27Q: 3 clusters Score -2.030143e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 184247 members 
Entering Unmasked Estep 
Score: -20301450.000000 Penalty: 6028.631836
	Iteration 28Q: 3 clusters Score -2.030145e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 184574 members 
Entering Unmasked Estep 
Score: -20301494.000000 Penalty: 6028.631836
	Iteration 29Q: 3 clusters Score -2.030149e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 184864 members 
Entering Unmasked Estep 
Score: -20301580.000000 Penalty: 6028.631836
	Iteration 30Q: 3 clusters Score -2.030158e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -20301554.000000 Penalty: 6028.631836
	Iteration 31Q: 3 clusters Score -2.030155e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 185295 members 
Entering Unmasked Estep 
Score: -20301572.000000 Penalty: 6028.631836
	Iteration 32Q: 3 clusters Score -2.030157e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 185459 members 
Entering Unmasked Estep 
Score: -20301620.000000 Penalty: 6028.631836
	Iteration 33Q: 3 clusters Score -2.030162e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 185604 members 
Entering Unmasked Estep 
Score: -20301614.000000 Penalty: 6028.631836
	Iteration 34Q: 3 clusters Score -2.030161e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 185731 members 
Entering Unmasked Estep 
Score: -20301656.000000 Penalty: 6028.631836
	Iteration 35Q: 3 clusters Score -2.030166e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 185851 members 
Entering Unmasked Estep 
Score: -20301696.000000 Penalty: 6028.631836
	Iteration 36Q: 3 clusters Score -2.03017e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 185966 members 
Entering Unmasked Estep 
Score: -20301710.000000 Penalty: 6028.631836
	Iteration 37Q: 3 clusters Score -2.030171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 186064 members 
Entering Unmasked Estep 
Score: -20301754.000000 Penalty: 6028.631836
	Iteration 38Q: 3 clusters Score -2.030175e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 186140 members 
Entering Unmasked Estep 
Score: -20301750.000000 Penalty: 6028.631836
	Iteration 39Q: 3 clusters Score -2.030175e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 186221 members 
Entering Unmasked Estep 
Score: -20301800.000000 Penalty: 6028.631836
	Iteration 40F: 3 clusters Score -2.03018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -20301796.000000 Penalty: 6028.631836
	Iteration 41Q: 3 clusters Score -2.03018e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 186334 members 
Entering Unmasked Estep 
Score: -20301836.000000 Penalty: 6028.631836
	Iteration 42Q: 3 clusters Score -2.030184e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -20301830.000000 Penalty: 6028.631836
	Iteration 43Q: 3 clusters Score -2.030183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 186412 members 
Entering Unmasked Estep 
Score: -20301850.000000 Penalty: 6028.631836
	Iteration 44Q: 3 clusters Score -2.030185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 186438 members 
Entering Unmasked Estep 
Score: -20301856.000000 Penalty: 6028.631836
	Iteration 45Q: 3 clusters Score -2.030186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 186458 members 
Entering Unmasked Estep 
Score: -20301824.000000 Penalty: 6028.631836
	Iteration 46Q: 3 clusters Score -2.030182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -20301858.000000 Penalty: 6028.631836
	Iteration 47Q: 3 clusters Score -2.030186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 186483 members 
Entering Unmasked Estep 
Score: -20301852.000000 Penalty: 6028.631836
	Iteration 48Q: 3 clusters Score -2.030185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 186495 members 
Entering Unmasked Estep 
Score: -20301830.000000 Penalty: 6028.631836
	Iteration 49Q: 3 clusters Score -2.030183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 186504 members 
Entering Unmasked Estep 
Score: -20301846.000000 Penalty: 6028.631836
	Iteration 50Q: 3 clusters Score -2.030185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
Score: -20301834.000000 Penalty: 6028.631836
	Iteration 51Q: 3 clusters Score -2.030183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 186521 members 
Entering Unmasked Estep 
Score: -20301850.000000 Penalty: 6028.631836
	Iteration 52Q: 3 clusters Score -2.030185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 186529 members 
Entering Unmasked Estep 
Score: -20301844.000000 Penalty: 6028.631836
	Iteration 53Q: 3 clusters Score -2.030184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 186534 members 
Entering Unmasked Estep 
Score: -20301862.000000 Penalty: 6028.631836
	Iteration 54Q: 3 clusters Score -2.030186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 186536 members 
Entering Unmasked Estep 
Score: -20301850.000000 Penalty: 6028.631836
	Iteration 55Q: 3 clusters Score -2.030185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 186537 members 
Entering Unmasked Estep 
Score: -20301870.000000 Penalty: 6028.631836
	Iteration 56Q: 3 clusters Score -2.030187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 186540 members 
Entering Unmasked Estep 
Score: -20301870.000000 Penalty: 6028.631836
	Iteration 57Q: 3 clusters Score -2.030187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 186547 members 
Entering Unmasked Estep 
Score: -20301874.000000 Penalty: 6028.631836
	Iteration 58Q: 3 clusters Score -2.030187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 186558 members 
Entering Unmasked Estep 
Score: -20301890.000000 Penalty: 6028.631836
	Iteration 59Q: 3 clusters Score -2.030189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 186570 members 
Entering Unmasked Estep 
Score: -20301880.000000 Penalty: 6028.631836
	Iteration 60F: 3 clusters Score -2.030188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 186577 members 
Entering Unmasked Estep 
Score: -20301892.000000 Penalty: 6028.631836
	Iteration 61Q: 3 clusters Score -2.030189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 186586 members 
Entering Unmasked Estep 
Score: -20301882.000000 Penalty: 6028.631836
	Iteration 62Q: 3 clusters Score -2.030188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 186594 members 
Entering Unmasked Estep 
Score: -20301878.000000 Penalty: 6028.631836
	Iteration 63Q: 3 clusters Score -2.030188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 186599 members 
Entering Unmasked Estep 
Score: -20301874.000000 Penalty: 6028.631836
	Iteration 64Q: 3 clusters Score -2.030187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -20301882.000000 Penalty: 6028.631836
	Iteration 65Q: 3 clusters Score -2.030188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -20301882.000000 Penalty: 6028.631836
	Iteration 66Q: 3 clusters Score -2.030188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -20301876.000000 Penalty: 6028.631836
	Iteration 67Q: 3 clusters Score -2.030188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -20301872.000000 Penalty: 6028.631836
	Iteration 68Q: 3 clusters Score -2.030187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 186625 members 
Entering Unmasked Estep 
Score: -20301886.000000 Penalty: 6028.631836
	Iteration 69Q: 3 clusters Score -2.030189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 186631 members 
Entering Unmasked Estep 
Score: -20301894.000000 Penalty: 6028.631836
	Iteration 70Q: 3 clusters Score -2.030189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 186642 members 
Entering Unmasked Estep 
Score: -20301896.000000 Penalty: 6028.631836
	Iteration 71Q: 3 clusters Score -2.03019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 186658 members 
Entering Unmasked Estep 
Score: -20301884.000000 Penalty: 6028.631836
	Iteration 72Q: 3 clusters Score -2.030188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 186679 members 
Entering Unmasked Estep 
Score: -20301870.000000 Penalty: 6028.631836
	Iteration 73Q: 3 clusters Score -2.030187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -20301884.000000 Penalty: 6028.631836
	Iteration 74Q: 3 clusters Score -2.030188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 186727 members 
Entering Unmasked Estep 
Score: -20301880.000000 Penalty: 6028.631836
	Iteration 75Q: 3 clusters Score -2.030188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -20301862.000000 Penalty: 6028.631836
	Iteration 76Q: 3 clusters Score -2.030186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 186757 members 
Entering Unmasked Estep 
Score: -20301860.000000 Penalty: 6028.631836
	Iteration 77Q: 3 clusters Score -2.030186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -20301860.000000 Penalty: 6028.631836
	Iteration 78Q: 3 clusters Score -2.030186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -20301856.000000 Penalty: 6028.631836
	Iteration 79Q: 3 clusters Score -2.030186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -20301854.000000 Penalty: 6028.631836
	Iteration 80F: 3 clusters Score -2.030185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 186789 members 
Entering Unmasked Estep 
Score: -20301852.000000 Penalty: 6028.631836
	Iteration 81Q: 3 clusters Score -2.030185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 186795 members 
Entering Unmasked Estep 
Score: -20301870.000000 Penalty: 6028.631836
	Iteration 82Q: 3 clusters Score -2.030187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -20301862.000000 Penalty: 6028.631836
	Iteration 83Q: 3 clusters Score -2.030186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 186802 members 
Entering Unmasked Estep 
Score: -20301866.000000 Penalty: 6028.631836
	Iteration 84Q: 3 clusters Score -2.030187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -20301854.000000 Penalty: 6028.631836
	Iteration 85Q: 3 clusters Score -2.030185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 186811 members 
Entering Unmasked Estep 
Score: -20301862.000000 Penalty: 6028.631836
	Iteration 86Q: 3 clusters Score -2.030186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 186823 members 
Entering Unmasked Estep 
Score: -20301854.000000 Penalty: 6028.631836
	Iteration 87Q: 3 clusters Score -2.030185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 186836 members 
Entering Unmasked Estep 
Score: -20301860.000000 Penalty: 6028.631836
	Iteration 88Q: 3 clusters Score -2.030186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 186846 members 
Entering Unmasked Estep 
Score: -20301862.000000 Penalty: 6028.631836
	Iteration 89Q: 3 clusters Score -2.030186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 186857 members 
Entering Unmasked Estep 
Score: -20301848.000000 Penalty: 6028.631836
	Iteration 90Q: 3 clusters Score -2.030185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 186859 members 
Entering Unmasked Estep 
Score: -20301834.000000 Penalty: 6028.631836
	Iteration 91Q: 3 clusters Score -2.030183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 186863 members 
Entering Unmasked Estep 
Score: -20301850.000000 Penalty: 6028.631836
	Iteration 92Q: 3 clusters Score -2.030185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 186865 members 
Entering Unmasked Estep 
Score: -20301858.000000 Penalty: 6028.631836
	Iteration 93Q: 3 clusters Score -2.030186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -20301866.000000 Penalty: 6028.631836
	Iteration 94Q: 3 clusters Score -2.030187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 186868 members 
Entering Unmasked Estep 
Score: -20301862.000000 Penalty: 6028.631836
	Iteration 95Q: 3 clusters Score -2.030186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 186870 members 
Entering Unmasked Estep 
Score: -20301872.000000 Penalty: 6028.631836
	Iteration 96Q: 3 clusters Score -2.030187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 186874 members 
Entering Unmasked Estep 
Score: -20301874.000000 Penalty: 6028.631836
	Iteration 97Q: 3 clusters Score -2.030187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 186874 members 
Entering Unmasked Estep 
Score: -20301874.000000 Penalty: 6028.631836
	Iteration 98F: 3 clusters Score -2.030187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -112180.140625 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -112180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110113.562500 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -110113.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110567.679688 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -110567.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111079.242188 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -111079.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111764.710938 Penalty: 3519.563232
	Iteration 3F: 3 clusters Score -111764.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112572.085938 Penalty: 3519.563232
	Iteration 4F: 3 clusters Score -112572.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113583.554688 Penalty: 3519.563232
	Iteration 5F: 3 clusters Score -113583.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114442.421875 Penalty: 3519.563232
	Iteration 6F: 3 clusters Score -114442.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114702.812500 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -114702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114713.234375 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -114713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114715.500000 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -114715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114715.500000 Penalty: 3519.563232
	Iteration 10F: 3 clusters Score -114715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 189947 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 296669 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 291220 members 
Mstep: Class 14 contains 59598 members 
Mstep: Class 15 contains 44618 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 18 contains 106825 members 
Mstep: Class 20 contains 341684 members 
Mstep: Class 21 contains 84724 members 
Mstep: Class 23 contains 32266 members 
Mstep: Class 24 contains 11820 members 
Entering Unmasked Estep 
Score: -158388208.000000 Penalty: 74147.679688
Splitting cluster 4 changes total score from -158387408.000000 to -158388208.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (296669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296669 members 
Entering Unmasked Estep 
Score: -31510910.000000 Penalty: 3124.892334
	Iteration 0F: 2 clusters Score -3.151091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148346 members 
Mstep: Class 2 contains 148323 members 
Entering Unmasked Estep 
Score: -31313716.000000 Penalty: 6249.784668
	Iteration 0F: 3 clusters Score -3.131372e+07 nChanged 143706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148594 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -31398800.000000 Penalty: 6249.784668
	Iteration 1F: 3 clusters Score -3.13988e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148872 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -31399924.000000 Penalty: 6249.784668
	Iteration 2Q: 3 clusters Score -3.139992e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -31401134.000000 Penalty: 6249.784668
	Iteration 3Q: 3 clusters Score -3.140113e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Mstep: Class 2 contains 146776 members 
Entering Unmasked Estep 
Score: -31402876.000000 Penalty: 6249.784668
	Iteration 4Q: 3 clusters Score -3.140288e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151012 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -31405454.000000 Penalty: 6249.784668
	Iteration 5Q: 3 clusters Score -3.140545e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 143882 members 
Entering Unmasked Estep 
Score: -31408460.000000 Penalty: 6249.784668
	Iteration 6Q: 3 clusters Score -3.140846e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 141008 members 
Entering Unmasked Estep 
Score: -31413320.000000 Penalty: 6249.784668
	Iteration 7Q: 3 clusters Score -3.141332e+07 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160163 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -31420564.000000 Penalty: 6249.784668
	Iteration 8Q: 3 clusters Score -3.142056e+07 nChanged 17607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 130099 members 
Entering Unmasked Estep 
Score: -31432582.000000 Penalty: 6249.784668
	Iteration 9F: 3 clusters Score -3.143258e+07 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -31448924.000000 Penalty: 6249.784668
	Iteration 10F: 3 clusters Score -3.144892e+07 nChanged 20238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181334 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -31464520.000000 Penalty: 6249.784668
	Iteration 11F: 3 clusters Score -3.146452e+07 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186581 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -31473184.000000 Penalty: 6249.784668
	Iteration 12F: 3 clusters Score -3.147318e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190764 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -31476256.000000 Penalty: 6249.784668
	Iteration 13Q: 3 clusters Score -3.147626e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194730 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -31478012.000000 Penalty: 6249.784668
	Iteration 14Q: 3 clusters Score -3.147801e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198819 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -31479548.000000 Penalty: 6249.784668
	Iteration 15Q: 3 clusters Score -3.147955e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202967 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -31481184.000000 Penalty: 6249.784668
	Iteration 16Q: 3 clusters Score -3.148118e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207093 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -31482828.000000 Penalty: 6249.784668
	Iteration 17Q: 3 clusters Score -3.148283e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211349 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -31484530.000000 Penalty: 6249.784668
	Iteration 18Q: 3 clusters Score -3.148453e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -31485784.000000 Penalty: 6249.784668
	Iteration 19Q: 3 clusters Score -3.148578e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219719 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -31487152.000000 Penalty: 6249.784668
	Iteration 20F: 3 clusters Score -3.148715e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223782 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -31488510.000000 Penalty: 6249.784668
	Iteration 21Q: 3 clusters Score -3.148851e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227757 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -31489710.000000 Penalty: 6249.784668
	Iteration 22Q: 3 clusters Score -3.148971e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231642 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -31490814.000000 Penalty: 6249.784668
	Iteration 23Q: 3 clusters Score -3.149081e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235316 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -31491984.000000 Penalty: 6249.784668
	Iteration 24Q: 3 clusters Score -3.149198e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238974 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -31492796.000000 Penalty: 6249.784668
	Iteration 25Q: 3 clusters Score -3.14928e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242555 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -31493790.000000 Penalty: 6249.784668
	Iteration 26Q: 3 clusters Score -3.149379e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246110 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -31494860.000000 Penalty: 6249.784668
	Iteration 27Q: 3 clusters Score -3.149486e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249694 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -31495866.000000 Penalty: 6249.784668
	Iteration 28Q: 3 clusters Score -3.149587e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252989 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -31497014.000000 Penalty: 6249.784668
	Iteration 29Q: 3 clusters Score -3.149701e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256188 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -31497844.000000 Penalty: 6249.784668
	Iteration 30Q: 3 clusters Score -3.149784e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259265 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -31498872.000000 Penalty: 6249.784668
	Iteration 31Q: 3 clusters Score -3.149887e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262193 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -31499644.000000 Penalty: 6249.784668
	Iteration 32Q: 3 clusters Score -3.149964e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265000 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -31500504.000000 Penalty: 6249.784668
	Iteration 33Q: 3 clusters Score -3.15005e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267654 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -31501280.000000 Penalty: 6249.784668
	Iteration 34Q: 3 clusters Score -3.150128e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270117 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -31502088.000000 Penalty: 6249.784668
	Iteration 35Q: 3 clusters Score -3.150209e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272505 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -31502786.000000 Penalty: 6249.784668
	Iteration 36Q: 3 clusters Score -3.150279e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274668 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -31503484.000000 Penalty: 6249.784668
	Iteration 37Q: 3 clusters Score -3.150348e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276631 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -31504006.000000 Penalty: 6249.784668
	Iteration 38Q: 3 clusters Score -3.150401e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278453 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -31504586.000000 Penalty: 6249.784668
	Iteration 39Q: 3 clusters Score -3.150459e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280058 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -31505178.000000 Penalty: 6249.784668
	Iteration 40F: 3 clusters Score -3.150518e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281549 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -31505530.000000 Penalty: 6249.784668
	Iteration 41Q: 3 clusters Score -3.150553e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282889 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -31505904.000000 Penalty: 6249.784668
	Iteration 42Q: 3 clusters Score -3.15059e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284128 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -31506206.000000 Penalty: 6249.784668
	Iteration 43Q: 3 clusters Score -3.150621e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285248 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -31506606.000000 Penalty: 6249.784668
	Iteration 44Q: 3 clusters Score -3.150661e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286265 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -31506878.000000 Penalty: 6249.784668
	Iteration 45Q: 3 clusters Score -3.150688e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287184 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -31507196.000000 Penalty: 6249.784668
	Iteration 46Q: 3 clusters Score -3.15072e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287998 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -31507482.000000 Penalty: 6249.784668
	Iteration 47Q: 3 clusters Score -3.150748e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288707 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -31507746.000000 Penalty: 6249.784668
	Iteration 48Q: 3 clusters Score -3.150775e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289329 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -31507914.000000 Penalty: 6249.784668
	Iteration 49Q: 3 clusters Score -3.150791e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289842 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -31508048.000000 Penalty: 6249.784668
	Iteration 50Q: 3 clusters Score -3.150805e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290319 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -31508200.000000 Penalty: 6249.784668
	Iteration 51Q: 3 clusters Score -3.15082e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290763 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -31508336.000000 Penalty: 6249.784668
	Iteration 52Q: 3 clusters Score -3.150834e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291154 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -31508440.000000 Penalty: 6249.784668
	Iteration 53Q: 3 clusters Score -3.150844e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291530 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -31508548.000000 Penalty: 6249.784668
	Iteration 54Q: 3 clusters Score -3.150855e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291841 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -31508654.000000 Penalty: 6249.784668
	Iteration 55Q: 3 clusters Score -3.150865e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292070 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -31508714.000000 Penalty: 6249.784668
	Iteration 56Q: 3 clusters Score -3.150871e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292267 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -31508748.000000 Penalty: 6249.784668
	Iteration 57Q: 3 clusters Score -3.150875e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292439 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -31508810.000000 Penalty: 6249.784668
	Iteration 58Q: 3 clusters Score -3.150881e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292567 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -31508852.000000 Penalty: 6249.784668
	Iteration 59Q: 3 clusters Score -3.150885e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292668 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -31508884.000000 Penalty: 6249.784668
	Iteration 60F: 3 clusters Score -3.150888e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292767 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -31508948.000000 Penalty: 6249.784668
	Iteration 61Q: 3 clusters Score -3.150895e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292855 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -31508954.000000 Penalty: 6249.784668
	Iteration 62Q: 3 clusters Score -3.150895e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292933 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -31508964.000000 Penalty: 6249.784668
	Iteration 63Q: 3 clusters Score -3.150896e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293004 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -31508998.000000 Penalty: 6249.784668
	Iteration 64Q: 3 clusters Score -3.1509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293069 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -31509034.000000 Penalty: 6249.784668
	Iteration 65Q: 3 clusters Score -3.150903e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293127 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -31509006.000000 Penalty: 6249.784668
	Iteration 66Q: 3 clusters Score -3.150901e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293182 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -31509058.000000 Penalty: 6249.784668
	Iteration 67Q: 3 clusters Score -3.150906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293229 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -31509050.000000 Penalty: 6249.784668
	Iteration 68Q: 3 clusters Score -3.150905e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293265 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -31509088.000000 Penalty: 6249.784668
	Iteration 69Q: 3 clusters Score -3.150909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293296 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -31509078.000000 Penalty: 6249.784668
	Iteration 70Q: 3 clusters Score -3.150908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293328 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -31509056.000000 Penalty: 6249.784668
	Iteration 71Q: 3 clusters Score -3.150906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293355 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -31509032.000000 Penalty: 6249.784668
	Iteration 72Q: 3 clusters Score -3.150903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293380 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -31509056.000000 Penalty: 6249.784668
	Iteration 73Q: 3 clusters Score -3.150906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293399 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -31509054.000000 Penalty: 6249.784668
	Iteration 74Q: 3 clusters Score -3.150905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293424 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -31509064.000000 Penalty: 6249.784668
	Iteration 75Q: 3 clusters Score -3.150906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293445 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -31509072.000000 Penalty: 6249.784668
	Iteration 76Q: 3 clusters Score -3.150907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293471 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -31509080.000000 Penalty: 6249.784668
	Iteration 77Q: 3 clusters Score -3.150908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293493 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -31509086.000000 Penalty: 6249.784668
	Iteration 78Q: 3 clusters Score -3.150909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293507 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -31509044.000000 Penalty: 6249.784668
	Iteration 79Q: 3 clusters Score -3.150904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293525 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -31509034.000000 Penalty: 6249.784668
	Iteration 80F: 3 clusters Score -3.150903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293547 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -31509014.000000 Penalty: 6249.784668
	Iteration 81Q: 3 clusters Score -3.150901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293569 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -31509020.000000 Penalty: 6249.784668
	Iteration 82Q: 3 clusters Score -3.150902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293585 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -31509014.000000 Penalty: 6249.784668
	Iteration 83Q: 3 clusters Score -3.150901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293601 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -31509036.000000 Penalty: 6249.784668
	Iteration 84Q: 3 clusters Score -3.150904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293611 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -31509030.000000 Penalty: 6249.784668
	Iteration 85Q: 3 clusters Score -3.150903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293626 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -31509058.000000 Penalty: 6249.784668
	Iteration 86Q: 3 clusters Score -3.150906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293643 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -31509084.000000 Penalty: 6249.784668
	Iteration 87Q: 3 clusters Score -3.150908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293656 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -31509094.000000 Penalty: 6249.784668
	Iteration 88Q: 3 clusters Score -3.150909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293666 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -31509092.000000 Penalty: 6249.784668
	Iteration 89Q: 3 clusters Score -3.150909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293673 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -31509090.000000 Penalty: 6249.784668
	Iteration 90Q: 3 clusters Score -3.150909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293692 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -31509086.000000 Penalty: 6249.784668
	Iteration 91Q: 3 clusters Score -3.150909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293708 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -31509082.000000 Penalty: 6249.784668
	Iteration 92Q: 3 clusters Score -3.150908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293721 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -31509064.000000 Penalty: 6249.784668
	Iteration 93Q: 3 clusters Score -3.150906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293733 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -31509084.000000 Penalty: 6249.784668
	Iteration 94Q: 3 clusters Score -3.150908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293741 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -31509118.000000 Penalty: 6249.784668
	Iteration 95Q: 3 clusters Score -3.150912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293754 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -31509112.000000 Penalty: 6249.784668
	Iteration 96Q: 3 clusters Score -3.150911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293760 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -31509124.000000 Penalty: 6249.784668
	Iteration 97Q: 3 clusters Score -3.150912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293763 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -31509106.000000 Penalty: 6249.784668
	Iteration 98Q: 3 clusters Score -3.150911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293772 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -31509124.000000 Penalty: 6249.784668
	Iteration 99Q: 3 clusters Score -3.150912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293774 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -31509090.000000 Penalty: 6249.784668
	Iteration 100F: 3 clusters Score -3.150909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293781 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -31509094.000000 Penalty: 6249.784668
	Iteration 101Q: 3 clusters Score -3.150909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293787 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -31509128.000000 Penalty: 6249.784668
	Iteration 102Q: 3 clusters Score -3.150913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293795 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -31509116.000000 Penalty: 6249.784668
	Iteration 103Q: 3 clusters Score -3.150912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293795 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -31509108.000000 Penalty: 6249.784668
	Iteration 104Q: 3 clusters Score -3.150911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293798 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -31509108.000000 Penalty: 6249.784668
	Iteration 105Q: 3 clusters Score -3.150911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293799 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -31509108.000000 Penalty: 6249.784668
	Iteration 106Q: 3 clusters Score -3.150911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293804 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -31509092.000000 Penalty: 6249.784668
	Iteration 107Q: 3 clusters Score -3.150909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293805 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -31509096.000000 Penalty: 6249.784668
	Iteration 108Q: 3 clusters Score -3.15091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293806 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -31509112.000000 Penalty: 6249.784668
	Iteration 109Q: 3 clusters Score -3.150911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293807 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -31509122.000000 Penalty: 6249.784668
	Iteration 110Q: 3 clusters Score -3.150912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293813 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -31509132.000000 Penalty: 6249.784668
	Iteration 111Q: 3 clusters Score -3.150913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293818 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -31509150.000000 Penalty: 6249.784668
	Iteration 112Q: 3 clusters Score -3.150915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293821 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -31509122.000000 Penalty: 6249.784668
	Iteration 113Q: 3 clusters Score -3.150912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293823 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -31509122.000000 Penalty: 6249.784668
	Iteration 114Q: 3 clusters Score -3.150912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293830 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -31509136.000000 Penalty: 6249.784668
	Iteration 115Q: 3 clusters Score -3.150914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293838 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -31509158.000000 Penalty: 6249.784668
	Iteration 116Q: 3 clusters Score -3.150916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293844 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -31509120.000000 Penalty: 6249.784668
	Iteration 117Q: 3 clusters Score -3.150912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293849 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -31509132.000000 Penalty: 6249.784668
	Iteration 118Q: 3 clusters Score -3.150913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293857 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -31509120.000000 Penalty: 6249.784668
	Iteration 119Q: 3 clusters Score -3.150912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293864 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -31509156.000000 Penalty: 6249.784668
	Iteration 120F: 3 clusters Score -3.150916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293869 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -31509126.000000 Penalty: 6249.784668
	Iteration 121Q: 3 clusters Score -3.150913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293879 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -31509152.000000 Penalty: 6249.784668
	Iteration 122Q: 3 clusters Score -3.150915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293893 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -31509124.000000 Penalty: 6249.784668
	Iteration 123Q: 3 clusters Score -3.150912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293903 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -31509124.000000 Penalty: 6249.784668
	Iteration 124Q: 3 clusters Score -3.150912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293918 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -31509146.000000 Penalty: 6249.784668
	Iteration 125Q: 3 clusters Score -3.150915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293931 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -31509142.000000 Penalty: 6249.784668
	Iteration 126Q: 3 clusters Score -3.150914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -31509126.000000 Penalty: 6249.784668
	Iteration 127Q: 3 clusters Score -3.150913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293953 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -31509084.000000 Penalty: 6249.784668
	Iteration 128Q: 3 clusters Score -3.150908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293962 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -31509104.000000 Penalty: 6249.784668
	Iteration 129Q: 3 clusters Score -3.15091e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293968 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -31509102.000000 Penalty: 6249.784668
	Iteration 130Q: 3 clusters Score -3.15091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293975 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -31509142.000000 Penalty: 6249.784668
	Iteration 131Q: 3 clusters Score -3.150914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293978 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -31509130.000000 Penalty: 6249.784668
	Iteration 132Q: 3 clusters Score -3.150913e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293979 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -31509146.000000 Penalty: 6249.784668
	Iteration 133Q: 3 clusters Score -3.150915e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293986 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -31509140.000000 Penalty: 6249.784668
	Iteration 134Q: 3 clusters Score -3.150914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293983 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -31509148.000000 Penalty: 6249.784668
	Iteration 135Q: 3 clusters Score -3.150915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293987 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -31509178.000000 Penalty: 6249.784668
	Iteration 136Q: 3 clusters Score -3.150918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293991 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -31509162.000000 Penalty: 6249.784668
	Iteration 137Q: 3 clusters Score -3.150916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293993 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -31509174.000000 Penalty: 6249.784668
	Iteration 138Q: 3 clusters Score -3.150917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293990 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -31509190.000000 Penalty: 6249.784668
	Iteration 139Q: 3 clusters Score -3.150919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293994 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -31509184.000000 Penalty: 6249.784668
	Iteration 140F: 3 clusters Score -3.150918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294003 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -31509186.000000 Penalty: 6249.784668
	Iteration 141Q: 3 clusters Score -3.150919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294016 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -31509194.000000 Penalty: 6249.784668
	Iteration 142Q: 3 clusters Score -3.150919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294024 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -31509202.000000 Penalty: 6249.784668
	Iteration 143Q: 3 clusters Score -3.15092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294034 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -31509202.000000 Penalty: 6249.784668
	Iteration 144Q: 3 clusters Score -3.15092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294037 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -31509232.000000 Penalty: 6249.784668
	Iteration 145Q: 3 clusters Score -3.150923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294035 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -31509230.000000 Penalty: 6249.784668
	Iteration 146Q: 3 clusters Score -3.150923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294034 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -31509244.000000 Penalty: 6249.784668
	Iteration 147Q: 3 clusters Score -3.150924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294029 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -31509254.000000 Penalty: 6249.784668
	Iteration 148Q: 3 clusters Score -3.150925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294031 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -31509216.000000 Penalty: 6249.784668
	Iteration 149Q: 3 clusters Score -3.150922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294032 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -31509228.000000 Penalty: 6249.784668
	Iteration 150Q: 3 clusters Score -3.150923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294018 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -31509244.000000 Penalty: 6249.784668
	Iteration 151Q: 3 clusters Score -3.150924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294011 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -31509224.000000 Penalty: 6249.784668
	Iteration 152Q: 3 clusters Score -3.150922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294003 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -31509190.000000 Penalty: 6249.784668
	Iteration 153Q: 3 clusters Score -3.150919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293992 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -31509218.000000 Penalty: 6249.784668
	Iteration 154Q: 3 clusters Score -3.150922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293992 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -31509236.000000 Penalty: 6249.784668
	Iteration 155Q: 3 clusters Score -3.150924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293986 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -31509236.000000 Penalty: 6249.784668
	Iteration 156Q: 3 clusters Score -3.150924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293976 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -31509234.000000 Penalty: 6249.784668
	Iteration 157Q: 3 clusters Score -3.150923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293969 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -31509258.000000 Penalty: 6249.784668
	Iteration 158Q: 3 clusters Score -3.150926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293966 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -31509278.000000 Penalty: 6249.784668
	Iteration 159Q: 3 clusters Score -3.150928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293970 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -31509274.000000 Penalty: 6249.784668
	Iteration 160F: 3 clusters Score -3.150927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293969 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -31509292.000000 Penalty: 6249.784668
	Iteration 161Q: 3 clusters Score -3.150929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293973 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -31509290.000000 Penalty: 6249.784668
	Iteration 162Q: 3 clusters Score -3.150929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293968 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -31509324.000000 Penalty: 6249.784668
	Iteration 163Q: 3 clusters Score -3.150932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293959 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -31509342.000000 Penalty: 6249.784668
	Iteration 164Q: 3 clusters Score -3.150934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293960 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -31509346.000000 Penalty: 6249.784668
	Iteration 165Q: 3 clusters Score -3.150935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293958 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -31509326.000000 Penalty: 6249.784668
	Iteration 166Q: 3 clusters Score -3.150933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293954 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -31509318.000000 Penalty: 6249.784668
	Iteration 167Q: 3 clusters Score -3.150932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293953 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -31509342.000000 Penalty: 6249.784668
	Iteration 168Q: 3 clusters Score -3.150934e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293957 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -31509354.000000 Penalty: 6249.784668
	Iteration 169Q: 3 clusters Score -3.150935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293963 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -31509350.000000 Penalty: 6249.784668
	Iteration 170Q: 3 clusters Score -3.150935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293965 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -31509388.000000 Penalty: 6249.784668
	Iteration 171Q: 3 clusters Score -3.150939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293965 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -31509354.000000 Penalty: 6249.784668
	Iteration 172Q: 3 clusters Score -3.150935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293952 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -31509358.000000 Penalty: 6249.784668
	Iteration 173Q: 3 clusters Score -3.150936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293941 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -31509348.000000 Penalty: 6249.784668
	Iteration 174Q: 3 clusters Score -3.150935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293937 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -31509354.000000 Penalty: 6249.784668
	Iteration 175Q: 3 clusters Score -3.150935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293928 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -31509302.000000 Penalty: 6249.784668
	Iteration 176Q: 3 clusters Score -3.15093e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293924 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -31509350.000000 Penalty: 6249.784668
	Iteration 177Q: 3 clusters Score -3.150935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293917 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -31509324.000000 Penalty: 6249.784668
	Iteration 178Q: 3 clusters Score -3.150932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293913 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -31509334.000000 Penalty: 6249.784668
	Iteration 179Q: 3 clusters Score -3.150933e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293905 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -31509346.000000 Penalty: 6249.784668
	Iteration 180F: 3 clusters Score -3.150935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293889 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -31509350.000000 Penalty: 6249.784668
	Iteration 181Q: 3 clusters Score -3.150935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293874 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -31509328.000000 Penalty: 6249.784668
	Iteration 182Q: 3 clusters Score -3.150933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293864 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -31509350.000000 Penalty: 6249.784668
	Iteration 183Q: 3 clusters Score -3.150935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293852 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -31509328.000000 Penalty: 6249.784668
	Iteration 184Q: 3 clusters Score -3.150933e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293844 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -31509338.000000 Penalty: 6249.784668
	Iteration 185Q: 3 clusters Score -3.150934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293851 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -31509354.000000 Penalty: 6249.784668
	Iteration 186Q: 3 clusters Score -3.150935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293847 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -31509360.000000 Penalty: 6249.784668
	Iteration 187Q: 3 clusters Score -3.150936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293848 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -31509402.000000 Penalty: 6249.784668
	Iteration 188Q: 3 clusters Score -3.15094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293845 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -31509398.000000 Penalty: 6249.784668
	Iteration 189Q: 3 clusters Score -3.15094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293845 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -31509396.000000 Penalty: 6249.784668
	Iteration 190Q: 3 clusters Score -3.15094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293841 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -31509446.000000 Penalty: 6249.784668
	Iteration 191Q: 3 clusters Score -3.150945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293840 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -31509454.000000 Penalty: 6249.784668
	Iteration 192Q: 3 clusters Score -3.150945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293835 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -31509424.000000 Penalty: 6249.784668
	Iteration 193Q: 3 clusters Score -3.150942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293830 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -31509458.000000 Penalty: 6249.784668
	Iteration 194Q: 3 clusters Score -3.150946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293824 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -31509448.000000 Penalty: 6249.784668
	Iteration 195Q: 3 clusters Score -3.150945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293828 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -31509434.000000 Penalty: 6249.784668
	Iteration 196Q: 3 clusters Score -3.150943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293834 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -31509394.000000 Penalty: 6249.784668
	Iteration 197Q: 3 clusters Score -3.150939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293832 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -31509392.000000 Penalty: 6249.784668
	Iteration 198Q: 3 clusters Score -3.150939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293826 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -31509410.000000 Penalty: 6249.784668
	Iteration 199Q: 3 clusters Score -3.150941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293823 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -31509414.000000 Penalty: 6249.784668
	Iteration 200F: 3 clusters Score -3.150941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293823 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -31509416.000000 Penalty: 6249.784668
	Iteration 201Q: 3 clusters Score -3.150942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293827 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -31509410.000000 Penalty: 6249.784668
	Iteration 202Q: 3 clusters Score -3.150941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293818 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -31509462.000000 Penalty: 6249.784668
	Iteration 203Q: 3 clusters Score -3.150946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293808 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -31509458.000000 Penalty: 6249.784668
	Iteration 204Q: 3 clusters Score -3.150946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293799 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -31509452.000000 Penalty: 6249.784668
	Iteration 205Q: 3 clusters Score -3.150945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293804 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -31509448.000000 Penalty: 6249.784668
	Iteration 206Q: 3 clusters Score -3.150945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293806 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -31509422.000000 Penalty: 6249.784668
	Iteration 207Q: 3 clusters Score -3.150942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293818 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -31509452.000000 Penalty: 6249.784668
	Iteration 208Q: 3 clusters Score -3.150945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293826 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -31509458.000000 Penalty: 6249.784668
	Iteration 209Q: 3 clusters Score -3.150946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293826 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -31509474.000000 Penalty: 6249.784668
	Iteration 210Q: 3 clusters Score -3.150947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293827 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -31509476.000000 Penalty: 6249.784668
	Iteration 211Q: 3 clusters Score -3.150948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293834 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -31509472.000000 Penalty: 6249.784668
	Iteration 212Q: 3 clusters Score -3.150947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293834 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -31509494.000000 Penalty: 6249.784668
	Iteration 213Q: 3 clusters Score -3.150949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293837 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -31509484.000000 Penalty: 6249.784668
	Iteration 214Q: 3 clusters Score -3.150948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293830 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -31509456.000000 Penalty: 6249.784668
	Iteration 215Q: 3 clusters Score -3.150946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -31509490.000000 Penalty: 6249.784668
	Iteration 216Q: 3 clusters Score -3.150949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293834 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -31509460.000000 Penalty: 6249.784668
	Iteration 217Q: 3 clusters Score -3.150946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293832 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -31509466.000000 Penalty: 6249.784668
	Iteration 218Q: 3 clusters Score -3.150947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293828 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -31509482.000000 Penalty: 6249.784668
	Iteration 219Q: 3 clusters Score -3.150948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -31509464.000000 Penalty: 6249.784668
	Iteration 220F: 3 clusters Score -3.150946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -31509458.000000 Penalty: 6249.784668
	Iteration 221Q: 3 clusters Score -3.150946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -31509458.000000 Penalty: 6249.784668
	Iteration 222Q: 3 clusters Score -3.150946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293833 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -31509444.000000 Penalty: 6249.784668
	Iteration 223Q: 3 clusters Score -3.150944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293837 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -31509434.000000 Penalty: 6249.784668
	Iteration 224Q: 3 clusters Score -3.150943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293844 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -31509444.000000 Penalty: 6249.784668
	Iteration 225Q: 3 clusters Score -3.150944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293848 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -31509456.000000 Penalty: 6249.784668
	Iteration 226Q: 3 clusters Score -3.150946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293851 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -31509464.000000 Penalty: 6249.784668
	Iteration 227Q: 3 clusters Score -3.150946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293854 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -31509452.000000 Penalty: 6249.784668
	Iteration 228Q: 3 clusters Score -3.150945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293853 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -31509460.000000 Penalty: 6249.784668
	Iteration 229Q: 3 clusters Score -3.150946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293851 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -31509466.000000 Penalty: 6249.784668
	Iteration 230Q: 3 clusters Score -3.150947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293851 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -31509466.000000 Penalty: 6249.784668
	Iteration 231F: 3 clusters Score -3.150947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -845944.062500 Penalty: 2235.069336
	Iteration 0F: 2 clusters Score -845944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -839406.312500 Penalty: 4470.138672
	Iteration 0F: 3 clusters Score -839406.3 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -841214.562500 Penalty: 4470.138672
	Iteration 1F: 3 clusters Score -841214.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -841457.500000 Penalty: 4470.138672
	Iteration 2F: 3 clusters Score -841457.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -841617.875000 Penalty: 4470.138672
	Iteration 3Q: 3 clusters Score -841617.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -841755.125000 Penalty: 4470.138672
	Iteration 4Q: 3 clusters Score -841755.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -841883.812500 Penalty: 4470.138672
	Iteration 5Q: 3 clusters Score -841883.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -842008.062500 Penalty: 4470.138672
	Iteration 6Q: 3 clusters Score -842008.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -842146.812500 Penalty: 4470.138672
	Iteration 7Q: 3 clusters Score -842146.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -842298.750000 Penalty: 4470.138672
	Iteration 8Q: 3 clusters Score -842298.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -842461.125000 Penalty: 4470.138672
	Iteration 9Q: 3 clusters Score -842461.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -842656.875000 Penalty: 4470.138672
	Iteration 10Q: 3 clusters Score -842656.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -842883.750000 Penalty: 4470.138672
	Iteration 11Q: 3 clusters Score -842883.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -843105.562500 Penalty: 4470.138672
	Iteration 12Q: 3 clusters Score -843105.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -843307.937500 Penalty: 4470.138672
	Iteration 13Q: 3 clusters Score -843307.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -843510.250000 Penalty: 4470.138672
	Iteration 14Q: 3 clusters Score -843510.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -843672.562500 Penalty: 4470.138672
	Iteration 15Q: 3 clusters Score -843672.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -843800.437500 Penalty: 4470.138672
	Iteration 16Q: 3 clusters Score -843800.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -843891.437500 Penalty: 4470.138672
	Iteration 17Q: 3 clusters Score -843891.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -843946.562500 Penalty: 4470.138672
	Iteration 18Q: 3 clusters Score -843946.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -843975.125000 Penalty: 4470.138672
	Iteration 19Q: 3 clusters Score -843975.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -844000.187500 Penalty: 4470.138672
	Iteration 20F: 3 clusters Score -844000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -844018.625000 Penalty: 4470.138672
	Iteration 21Q: 3 clusters Score -844018.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -844030.437500 Penalty: 4470.138672
	Iteration 22Q: 3 clusters Score -844030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -844037.437500 Penalty: 4470.138672
	Iteration 23Q: 3 clusters Score -844037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -844049.375000 Penalty: 4470.138672
	Iteration 24Q: 3 clusters Score -844049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -844063.625000 Penalty: 4470.138672
	Iteration 25Q: 3 clusters Score -844063.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -844075.125000 Penalty: 4470.138672
	Iteration 26Q: 3 clusters Score -844075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -844085.625000 Penalty: 4470.138672
	Iteration 27Q: 3 clusters Score -844085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -844096.562500 Penalty: 4470.138672
	Iteration 28Q: 3 clusters Score -844096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -844101.937500 Penalty: 4470.138672
	Iteration 29Q: 3 clusters Score -844101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -844106.250000 Penalty: 4470.138672
	Iteration 30Q: 3 clusters Score -844106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -844110.375000 Penalty: 4470.138672
	Iteration 31Q: 3 clusters Score -844110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -844110.437500 Penalty: 4470.138672
	Iteration 32Q: 3 clusters Score -844110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -844113.687500 Penalty: 4470.138672
	Iteration 33Q: 3 clusters Score -844113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -844121.312500 Penalty: 4470.138672
	Iteration 34Q: 3 clusters Score -844121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -844125.687500 Penalty: 4470.138672
	Iteration 35Q: 3 clusters Score -844125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -844125.812500 Penalty: 4470.138672
	Iteration 36Q: 3 clusters Score -844125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -844125.812500 Penalty: 4470.138672
	Iteration 37F: 3 clusters Score -844125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -110225.578125 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -110225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108169.210938 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -108169.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108454.929688 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -108454.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108562.695312 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -108562.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108617.117188 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -108617.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -108654.359375 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -108654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -108670.843750 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -108670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108686.726562 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -108686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108701.359375 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -108701.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108717.570312 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -108717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -108730.226562 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -108730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108734.757812 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -108734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108737.882812 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -108737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -108744.796875 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -108744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108746.882812 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -108746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108749.796875 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -108749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108754.789062 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -108754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108757.859375 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -108757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108762.351562 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -108762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108765.703125 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -108765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108769.851562 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -108769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108771.953125 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -108772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108773.851562 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -108773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108774.796875 Penalty: 3492.974121
	Iteration 22Q: 3 clusters Score -108774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -108777.437500 Penalty: 3492.974121
	Iteration 23Q: 3 clusters Score -108777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -108780.242188 Penalty: 3492.974121
	Iteration 24Q: 3 clusters Score -108780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -108784.804688 Penalty: 3492.974121
	Iteration 25Q: 3 clusters Score -108784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108787.062500 Penalty: 3492.974121
	Iteration 26Q: 3 clusters Score -108787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108788.031250 Penalty: 3492.974121
	Iteration 27Q: 3 clusters Score -108788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108788.820312 Penalty: 3492.974121
	Iteration 28Q: 3 clusters Score -108788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -108790.578125 Penalty: 3492.974121
	Iteration 29Q: 3 clusters Score -108790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108794.140625 Penalty: 3492.974121
	Iteration 30Q: 3 clusters Score -108794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108795.960938 Penalty: 3492.974121
	Iteration 31Q: 3 clusters Score -108796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108795.960938 Penalty: 3492.974121
	Iteration 32F: 3 clusters Score -108796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Entering Unmasked Estep 
Score: -1299753.250000 Penalty: 2337.251953
	Iteration 0F: 2 clusters Score -1299753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1290590.750000 Penalty: 4674.503906
	Iteration 0F: 3 clusters Score -1290591 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1293322.000000 Penalty: 4674.503906
	Iteration 1F: 3 clusters Score -1293322 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1293636.875000 Penalty: 4674.503906
	Iteration 2F: 3 clusters Score -1293637 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1293861.625000 Penalty: 4674.503906
	Iteration 3Q: 3 clusters Score -1293862 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1294076.000000 Penalty: 4674.503906
	Iteration 4Q: 3 clusters Score -1294076 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1294293.750000 Penalty: 4674.503906
	Iteration 5Q: 3 clusters Score -1294294 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1294490.000000 Penalty: 4674.503906
	Iteration 6Q: 3 clusters Score -1294490 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1294714.125000 Penalty: 4674.503906
	Iteration 7Q: 3 clusters Score -1294714 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1294972.250000 Penalty: 4674.503906
	Iteration 8Q: 3 clusters Score -1294972 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1295277.000000 Penalty: 4674.503906
	Iteration 9Q: 3 clusters Score -1295277 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1295646.125000 Penalty: 4674.503906
	Iteration 10Q: 3 clusters Score -1295646 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1296061.875000 Penalty: 4674.503906
	Iteration 11Q: 3 clusters Score -1296062 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1296471.250000 Penalty: 4674.503906
	Iteration 12Q: 3 clusters Score -1296471 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1296897.875000 Penalty: 4674.503906
	Iteration 13Q: 3 clusters Score -1296898 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1297237.375000 Penalty: 4674.503906
	Iteration 14Q: 3 clusters Score -1297237 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1297486.125000 Penalty: 4674.503906
	Iteration 15Q: 3 clusters Score -1297486 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1297640.000000 Penalty: 4674.503906
	Iteration 16Q: 3 clusters Score -1297640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1297736.500000 Penalty: 4674.503906
	Iteration 17Q: 3 clusters Score -1297736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1297808.375000 Penalty: 4674.503906
	Iteration 18Q: 3 clusters Score -1297808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1297862.875000 Penalty: 4674.503906
	Iteration 19Q: 3 clusters Score -1297863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1297899.250000 Penalty: 4674.503906
	Iteration 20F: 3 clusters Score -1297899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1297942.125000 Penalty: 4674.503906
	Iteration 21Q: 3 clusters Score -1297942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1297968.000000 Penalty: 4674.503906
	Iteration 22Q: 3 clusters Score -1297968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1297989.875000 Penalty: 4674.503906
	Iteration 23Q: 3 clusters Score -1297990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1298008.875000 Penalty: 4674.503906
	Iteration 24Q: 3 clusters Score -1298009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1298028.125000 Penalty: 4674.503906
	Iteration 25Q: 3 clusters Score -1298028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1298041.625000 Penalty: 4674.503906
	Iteration 26Q: 3 clusters Score -1298042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1298045.625000 Penalty: 4674.503906
	Iteration 27Q: 3 clusters Score -1298046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1298054.625000 Penalty: 4674.503906
	Iteration 28Q: 3 clusters Score -1298055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1298068.000000 Penalty: 4674.503906
	Iteration 29Q: 3 clusters Score -1298068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1298073.000000 Penalty: 4674.503906
	Iteration 30Q: 3 clusters Score -1298073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1298074.375000 Penalty: 4674.503906
	Iteration 31Q: 3 clusters Score -1298074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1298075.875000 Penalty: 4674.503906
	Iteration 32Q: 3 clusters Score -1298076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1298073.875000 Penalty: 4674.503906
	Iteration 33Q: 3 clusters Score -1298074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1298079.875000 Penalty: 4674.503906
	Iteration 34Q: 3 clusters Score -1298080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1298082.000000 Penalty: 4674.503906
	Iteration 35Q: 3 clusters Score -1298082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1298086.875000 Penalty: 4674.503906
	Iteration 36Q: 3 clusters Score -1298087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1298096.375000 Penalty: 4674.503906
	Iteration 37Q: 3 clusters Score -1298096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1298094.625000 Penalty: 4674.503906
	Iteration 38Q: 3 clusters Score -1298095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1298098.500000 Penalty: 4674.503906
	Iteration 39Q: 3 clusters Score -1298098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1298101.750000 Penalty: 4674.503906
	Iteration 40F: 3 clusters Score -1298102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1298101.500000 Penalty: 4674.503906
	Iteration 41Q: 3 clusters Score -1298102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1298103.625000 Penalty: 4674.503906
	Iteration 42Q: 3 clusters Score -1298104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1298106.625000 Penalty: 4674.503906
	Iteration 43Q: 3 clusters Score -1298107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1298107.750000 Penalty: 4674.503906
	Iteration 44Q: 3 clusters Score -1298108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1298107.375000 Penalty: 4674.503906
	Iteration 45Q: 3 clusters Score -1298107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1298114.625000 Penalty: 4674.503906
	Iteration 46Q: 3 clusters Score -1298115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1298111.500000 Penalty: 4674.503906
	Iteration 47Q: 3 clusters Score -1298112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1298110.125000 Penalty: 4674.503906
	Iteration 48Q: 3 clusters Score -1298110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1298110.750000 Penalty: 4674.503906
	Iteration 49Q: 3 clusters Score -1298111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1298110.750000 Penalty: 4674.503906
	Iteration 50F: 3 clusters Score -1298111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -128755.203125 Penalty: 1811.853271
	Iteration 0F: 2 clusters Score -128755.2 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 753 members 
Entering Unmasked Estep 
Score: -126563.351562 Penalty: 3623.706543
	Iteration 0F: 3 clusters Score -126563.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127222.515625 Penalty: 3623.706543
	Iteration 1F: 3 clusters Score -127222.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -127609.953125 Penalty: 3623.706543
	Iteration 2F: 3 clusters Score -127610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -127909.546875 Penalty: 3623.706543
	Iteration 3F: 3 clusters Score -127909.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -128236.898438 Penalty: 3623.706543
	Iteration 4F: 3 clusters Score -128236.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -128786.835938 Penalty: 3623.706543
	Iteration 5F: 3 clusters Score -128786.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -129241.992188 Penalty: 3623.706543
	Iteration 6Q: 3 clusters Score -129242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -129509.328125 Penalty: 3623.706543
	Iteration 7Q: 3 clusters Score -129509.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -129795.351562 Penalty: 3623.706543
	Iteration 8Q: 3 clusters Score -129795.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -130061.976562 Penalty: 3623.706543
	Iteration 9Q: 3 clusters Score -130062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -130311.648438 Penalty: 3623.706543
	Iteration 10Q: 3 clusters Score -130311.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -130539.445312 Penalty: 3623.706543
	Iteration 11Q: 3 clusters Score -130539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130680.671875 Penalty: 3623.706543
	Iteration 12Q: 3 clusters Score -130680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -130792.992188 Penalty: 3623.706543
	Iteration 13Q: 3 clusters Score -130793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130817.851562 Penalty: 3623.706543
	Iteration 14Q: 3 clusters Score -130817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130820.062500 Penalty: 3623.706543
	Iteration 15Q: 3 clusters Score -130820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130820.953125 Penalty: 3623.706543
	Iteration 16Q: 3 clusters Score -130821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130820.953125 Penalty: 3623.706543
	Iteration 17F: 3 clusters Score -130821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 189947 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 296669 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 291220 members 
Mstep: Class 14 contains 59598 members 
Mstep: Class 15 contains 44618 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 106825 members 
Mstep: Class 20 contains 341684 members 
Mstep: Class 21 contains 84724 members 
Mstep: Class 23 contains 32266 members 
Mstep: Class 24 contains 11820 members 
Entering Unmasked Estep 
Score: -158388464.000000 Penalty: 77678.523438
Splitting cluster 9 changes total score from -158387408.000000 to -158388464.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -82709.656250 Penalty: 1714.606812
	Iteration 0F: 2 clusters Score -82709.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80848.054688 Penalty: 3429.213623
	Iteration 0F: 3 clusters Score -80848.05 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81356.375000 Penalty: 3429.213623
	Iteration 1F: 3 clusters Score -81356.38 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81907.031250 Penalty: 3429.213623
	Iteration 2F: 3 clusters Score -81907.03 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82549.531250 Penalty: 3429.213623
	Iteration 3F: 3 clusters Score -82549.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82950.656250 Penalty: 3429.213623
	Iteration 4F: 3 clusters Score -82950.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -83076.484375 Penalty: 3429.213623
	Iteration 5Q: 3 clusters Score -83076.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -83147.906250 Penalty: 3429.213623
	Iteration 6Q: 3 clusters Score -83147.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -83200.351562 Penalty: 3429.213623
	Iteration 7Q: 3 clusters Score -83200.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -83203.539062 Penalty: 3429.213623
	Iteration 8Q: 3 clusters Score -83203.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83204.117188 Penalty: 3429.213623
	Iteration 9Q: 3 clusters Score -83204.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83204.117188 Penalty: 3429.213623
	Iteration 10F: 3 clusters Score -83204.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 189947 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 296669 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 291220 members 
Mstep: Class 14 contains 59598 members 
Mstep: Class 15 contains 44618 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 106825 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 341684 members 
Mstep: Class 21 contains 84724 members 
Mstep: Class 23 contains 32266 members 
Mstep: Class 24 contains 11820 members 
Entering Unmasked Estep 
Score: -158387088.000000 Penalty: 81209.359375
Splitting cluster 10 changes total score from -158387408.000000 to -158387088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -225464.296875 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -225464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -222701.453125 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -222701.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -223227.500000 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -223227.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223363.750000 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -223363.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -223446.703125 Penalty: 3815.740723
	Iteration 3Q: 3 clusters Score -223446.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -223527.593750 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -223527.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -223616.328125 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -223616.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223735.828125 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -223735.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -223935.421875 Penalty: 3815.740723
	Iteration 7F: 3 clusters Score -223935.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -224325.375000 Penalty: 3815.740723
	Iteration 8F: 3 clusters Score -224325.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -224725.187500 Penalty: 3815.740723
	Iteration 9F: 3 clusters Score -224725.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -224965.703125 Penalty: 3815.740723
	Iteration 10F: 3 clusters Score -224965.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -225073.000000 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -225073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -225133.812500 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -225133.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -225183.312500 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -225183.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -225218.937500 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -225218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -225242.125000 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -225242.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -225252.906250 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -225252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -225257.968750 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -225258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225258.796875 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -225258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225260.171875 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -225260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225260.171875 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -225260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (291220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291220 members 
Entering Unmasked Estep 
Score: -30966776.000000 Penalty: 3120.294678
	Iteration 0F: 2 clusters Score -3.096678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145745 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -30780272.000000 Penalty: 6240.589355
	Iteration 0F: 3 clusters Score -3.078027e+07 nChanged 140961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -30862504.000000 Penalty: 6240.589355
	Iteration 1F: 3 clusters Score -3.08625e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -30863908.000000 Penalty: 6240.589355
	Iteration 2Q: 3 clusters Score -3.086391e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 135883 members 
Entering Unmasked Estep 
Score: -30865646.000000 Penalty: 6240.589355
	Iteration 3Q: 3 clusters Score -3.086565e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -30868140.000000 Penalty: 6240.589355
	Iteration 4Q: 3 clusters Score -3.086814e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169814 members 
Mstep: Class 2 contains 121406 members 
Entering Unmasked Estep 
Score: -30872320.000000 Penalty: 6240.589355
	Iteration 5Q: 3 clusters Score -3.087232e+07 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -30878840.000000 Penalty: 6240.589355
	Iteration 6Q: 3 clusters Score -3.087884e+07 nChanged 17637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197730 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -30889184.000000 Penalty: 6240.589355
	Iteration 7F: 3 clusters Score -3.088918e+07 nChanged 19440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215530 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -30903500.000000 Penalty: 6240.589355
	Iteration 8F: 3 clusters Score -3.09035e+07 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232124 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -30918658.000000 Penalty: 6240.589355
	Iteration 9F: 3 clusters Score -3.091866e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243873 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -30931078.000000 Penalty: 6240.589355
	Iteration 10F: 3 clusters Score -3.093108e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250666 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -30938794.000000 Penalty: 6240.589355
	Iteration 11Q: 3 clusters Score -3.093879e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255026 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -30942542.000000 Penalty: 6240.589355
	Iteration 12Q: 3 clusters Score -3.094254e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258566 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -30944894.000000 Penalty: 6240.589355
	Iteration 13Q: 3 clusters Score -3.094489e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261850 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -30946688.000000 Penalty: 6240.589355
	Iteration 14Q: 3 clusters Score -3.094669e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265011 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -30948428.000000 Penalty: 6240.589355
	Iteration 15Q: 3 clusters Score -3.094843e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267947 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -30950022.000000 Penalty: 6240.589355
	Iteration 16Q: 3 clusters Score -3.095002e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270699 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -30951516.000000 Penalty: 6240.589355
	Iteration 17Q: 3 clusters Score -3.095152e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273308 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -30953128.000000 Penalty: 6240.589355
	Iteration 18Q: 3 clusters Score -3.095313e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275784 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -30954718.000000 Penalty: 6240.589355
	Iteration 19Q: 3 clusters Score -3.095472e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278045 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -30956012.000000 Penalty: 6240.589355
	Iteration 20F: 3 clusters Score -3.095601e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280054 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -30957350.000000 Penalty: 6240.589355
	Iteration 21Q: 3 clusters Score -3.095735e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281810 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -30958420.000000 Penalty: 6240.589355
	Iteration 22Q: 3 clusters Score -3.095842e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283330 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -30959402.000000 Penalty: 6240.589355
	Iteration 23Q: 3 clusters Score -3.09594e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284584 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -30960076.000000 Penalty: 6240.589355
	Iteration 24Q: 3 clusters Score -3.096008e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285660 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -30960836.000000 Penalty: 6240.589355
	Iteration 25Q: 3 clusters Score -3.096084e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286568 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -30961414.000000 Penalty: 6240.589355
	Iteration 26Q: 3 clusters Score -3.096141e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287262 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -30961792.000000 Penalty: 6240.589355
	Iteration 27Q: 3 clusters Score -3.096179e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287852 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -30962192.000000 Penalty: 6240.589355
	Iteration 28Q: 3 clusters Score -3.096219e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288309 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -30962508.000000 Penalty: 6240.589355
	Iteration 29Q: 3 clusters Score -3.096251e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288651 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -30962728.000000 Penalty: 6240.589355
	Iteration 30Q: 3 clusters Score -3.096273e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288932 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -30962958.000000 Penalty: 6240.589355
	Iteration 31Q: 3 clusters Score -3.096296e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289167 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -30963196.000000 Penalty: 6240.589355
	Iteration 32Q: 3 clusters Score -3.09632e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289374 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -30963348.000000 Penalty: 6240.589355
	Iteration 33Q: 3 clusters Score -3.096335e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289516 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -30963422.000000 Penalty: 6240.589355
	Iteration 34Q: 3 clusters Score -3.096342e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289622 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -30963490.000000 Penalty: 6240.589355
	Iteration 35Q: 3 clusters Score -3.096349e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289706 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -30963532.000000 Penalty: 6240.589355
	Iteration 36Q: 3 clusters Score -3.096353e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289786 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -30963570.000000 Penalty: 6240.589355
	Iteration 37Q: 3 clusters Score -3.096357e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -30963592.000000 Penalty: 6240.589355
	Iteration 38Q: 3 clusters Score -3.096359e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289916 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -30963626.000000 Penalty: 6240.589355
	Iteration 39Q: 3 clusters Score -3.096363e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289968 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -30963682.000000 Penalty: 6240.589355
	Iteration 40F: 3 clusters Score -3.096368e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290003 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -30963724.000000 Penalty: 6240.589355
	Iteration 41Q: 3 clusters Score -3.096372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290032 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -30963742.000000 Penalty: 6240.589355
	Iteration 42Q: 3 clusters Score -3.096374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290052 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -30963776.000000 Penalty: 6240.589355
	Iteration 43Q: 3 clusters Score -3.096378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290065 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -30963776.000000 Penalty: 6240.589355
	Iteration 44Q: 3 clusters Score -3.096378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290082 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -30963808.000000 Penalty: 6240.589355
	Iteration 45Q: 3 clusters Score -3.096381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290092 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -30963780.000000 Penalty: 6240.589355
	Iteration 46Q: 3 clusters Score -3.096378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290099 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -30963784.000000 Penalty: 6240.589355
	Iteration 47Q: 3 clusters Score -3.096378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290105 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -30963792.000000 Penalty: 6240.589355
	Iteration 48Q: 3 clusters Score -3.096379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290109 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -30963796.000000 Penalty: 6240.589355
	Iteration 49Q: 3 clusters Score -3.09638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290113 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -30963796.000000 Penalty: 6240.589355
	Iteration 50Q: 3 clusters Score -3.09638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290116 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -30963790.000000 Penalty: 6240.589355
	Iteration 51Q: 3 clusters Score -3.096379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290119 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -30963798.000000 Penalty: 6240.589355
	Iteration 52Q: 3 clusters Score -3.09638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290126 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -30963808.000000 Penalty: 6240.589355
	Iteration 53Q: 3 clusters Score -3.096381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290131 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -30963794.000000 Penalty: 6240.589355
	Iteration 54Q: 3 clusters Score -3.096379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290135 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -30963822.000000 Penalty: 6240.589355
	Iteration 55Q: 3 clusters Score -3.096382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290139 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -30963844.000000 Penalty: 6240.589355
	Iteration 56Q: 3 clusters Score -3.096384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290144 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -30963848.000000 Penalty: 6240.589355
	Iteration 57Q: 3 clusters Score -3.096385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290149 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -30963856.000000 Penalty: 6240.589355
	Iteration 58Q: 3 clusters Score -3.096386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290152 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -30963876.000000 Penalty: 6240.589355
	Iteration 59Q: 3 clusters Score -3.096388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290155 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -30963868.000000 Penalty: 6240.589355
	Iteration 60F: 3 clusters Score -3.096387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290158 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -30963886.000000 Penalty: 6240.589355
	Iteration 61Q: 3 clusters Score -3.096389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290156 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -30963898.000000 Penalty: 6240.589355
	Iteration 62Q: 3 clusters Score -3.09639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290161 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -30963916.000000 Penalty: 6240.589355
	Iteration 63Q: 3 clusters Score -3.096392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290165 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -30963906.000000 Penalty: 6240.589355
	Iteration 64Q: 3 clusters Score -3.096391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290177 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -30963904.000000 Penalty: 6240.589355
	Iteration 65Q: 3 clusters Score -3.09639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290184 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -30963912.000000 Penalty: 6240.589355
	Iteration 66Q: 3 clusters Score -3.096391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290187 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -30963900.000000 Penalty: 6240.589355
	Iteration 67Q: 3 clusters Score -3.09639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290191 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -30963912.000000 Penalty: 6240.589355
	Iteration 68Q: 3 clusters Score -3.096391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290191 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -30963910.000000 Penalty: 6240.589355
	Iteration 69Q: 3 clusters Score -3.096391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290197 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -30963918.000000 Penalty: 6240.589355
	Iteration 70Q: 3 clusters Score -3.096392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290204 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -30963914.000000 Penalty: 6240.589355
	Iteration 71Q: 3 clusters Score -3.096391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290204 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -30963904.000000 Penalty: 6240.589355
	Iteration 72Q: 3 clusters Score -3.09639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290206 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -30963922.000000 Penalty: 6240.589355
	Iteration 73Q: 3 clusters Score -3.096392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290207 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -30963920.000000 Penalty: 6240.589355
	Iteration 74Q: 3 clusters Score -3.096392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290209 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -30963920.000000 Penalty: 6240.589355
	Iteration 75Q: 3 clusters Score -3.096392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290211 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -30963914.000000 Penalty: 6240.589355
	Iteration 76Q: 3 clusters Score -3.096391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290214 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -30963918.000000 Penalty: 6240.589355
	Iteration 77Q: 3 clusters Score -3.096392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290216 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -30963920.000000 Penalty: 6240.589355
	Iteration 78Q: 3 clusters Score -3.096392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290218 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -30963930.000000 Penalty: 6240.589355
	Iteration 79Q: 3 clusters Score -3.096393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290219 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -30963916.000000 Penalty: 6240.589355
	Iteration 80F: 3 clusters Score -3.096392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Entering Unmasked Estep 
Score: -6424824.000000 Penalty: 2726.853516
	Iteration 0F: 2 clusters Score -6424824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -6384894.000000 Penalty: 5453.707031
	Iteration 0F: 3 clusters Score -6384894 nChanged 27630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -6400260.500000 Penalty: 5453.707031
	Iteration 1F: 3 clusters Score -6400260 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -6400923.500000 Penalty: 5453.707031
	Iteration 2Q: 3 clusters Score -6400924 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6401680.000000 Penalty: 5453.707031
	Iteration 3Q: 3 clusters Score -6401680 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -6402805.500000 Penalty: 5453.707031
	Iteration 4Q: 3 clusters Score -6402806 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -6404521.000000 Penalty: 5453.707031
	Iteration 5F: 3 clusters Score -6404521 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -6407231.000000 Penalty: 5453.707031
	Iteration 6F: 3 clusters Score -6407231 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -6411527.500000 Penalty: 5453.707031
	Iteration 7F: 3 clusters Score -6411528 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -6416392.000000 Penalty: 5453.707031
	Iteration 8F: 3 clusters Score -6416392 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6420237.500000 Penalty: 5453.707031
	Iteration 9F: 3 clusters Score -6420238 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6422169.500000 Penalty: 5453.707031
	Iteration 10Q: 3 clusters Score -6422170 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6422841.000000 Penalty: 5453.707031
	Iteration 11Q: 3 clusters Score -6422841 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6423167.000000 Penalty: 5453.707031
	Iteration 12Q: 3 clusters Score -6423167 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6423317.500000 Penalty: 5453.707031
	Iteration 13Q: 3 clusters Score -6423318 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6423391.500000 Penalty: 5453.707031
	Iteration 14Q: 3 clusters Score -6423392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6423416.500000 Penalty: 5453.707031
	Iteration 15Q: 3 clusters Score -6423416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6423429.000000 Penalty: 5453.707031
	Iteration 16Q: 3 clusters Score -6423429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6423438.000000 Penalty: 5453.707031
	Iteration 17Q: 3 clusters Score -6423438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6423440.000000 Penalty: 5453.707031
	Iteration 18Q: 3 clusters Score -6423440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6423450.500000 Penalty: 5453.707031
	Iteration 19Q: 3 clusters Score -6423450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6423444.000000 Penalty: 5453.707031
	Iteration 20F: 3 clusters Score -6423444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6423446.500000 Penalty: 5453.707031
	Iteration 21Q: 3 clusters Score -6423446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6423445.500000 Penalty: 5453.707031
	Iteration 22Q: 3 clusters Score -6423446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6423453.500000 Penalty: 5453.707031
	Iteration 23Q: 3 clusters Score -6423454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6423455.500000 Penalty: 5453.707031
	Iteration 24Q: 3 clusters Score -6423456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6423457.500000 Penalty: 5453.707031
	Iteration 25Q: 3 clusters Score -6423458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6423453.500000 Penalty: 5453.707031
	Iteration 26Q: 3 clusters Score -6423454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6423458.000000 Penalty: 5453.707031
	Iteration 27Q: 3 clusters Score -6423458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6423456.500000 Penalty: 5453.707031
	Iteration 28Q: 3 clusters Score -6423456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6423468.000000 Penalty: 5453.707031
	Iteration 29Q: 3 clusters Score -6423468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6423468.000000 Penalty: 5453.707031
	Iteration 30Q: 3 clusters Score -6423468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6423468.000000 Penalty: 5453.707031
	Iteration 31F: 3 clusters Score -6423468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Entering Unmasked Estep 
Score: -4804506.500000 Penalty: 2655.061279
	Iteration 0F: 2 clusters Score -4804506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4774359.500000 Penalty: 5310.122559
	Iteration 0F: 3 clusters Score -4774360 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4786029.000000 Penalty: 5310.122559
	Iteration 1F: 3 clusters Score -4786029 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4786796.500000 Penalty: 5310.122559
	Iteration 2Q: 3 clusters Score -4786796 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4787646.500000 Penalty: 5310.122559
	Iteration 3Q: 3 clusters Score -4787646 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4788662.000000 Penalty: 5310.122559
	Iteration 4Q: 3 clusters Score -4788662 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4790029.000000 Penalty: 5310.122559
	Iteration 5F: 3 clusters Score -4790029 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4791800.000000 Penalty: 5310.122559
	Iteration 6F: 3 clusters Score -4791800 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4793962.000000 Penalty: 5310.122559
	Iteration 7F: 3 clusters Score -4793962 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4796091.000000 Penalty: 5310.122559
	Iteration 8F: 3 clusters Score -4796091 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4797678.000000 Penalty: 5310.122559
	Iteration 9F: 3 clusters Score -4797678 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -4798644.500000 Penalty: 5310.122559
	Iteration 10Q: 3 clusters Score -4798644 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -4799278.500000 Penalty: 5310.122559
	Iteration 11Q: 3 clusters Score -4799278 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4799622.500000 Penalty: 5310.122559
	Iteration 12Q: 3 clusters Score -4799622 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4799853.500000 Penalty: 5310.122559
	Iteration 13Q: 3 clusters Score -4799854 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4800051.500000 Penalty: 5310.122559
	Iteration 14Q: 3 clusters Score -4800052 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4800217.500000 Penalty: 5310.122559
	Iteration 15Q: 3 clusters Score -4800218 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -4800390.500000 Penalty: 5310.122559
	Iteration 16Q: 3 clusters Score -4800390 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4800550.500000 Penalty: 5310.122559
	Iteration 17Q: 3 clusters Score -4800550 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4800708.000000 Penalty: 5310.122559
	Iteration 18Q: 3 clusters Score -4800708 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4800908.500000 Penalty: 5310.122559
	Iteration 19Q: 3 clusters Score -4800908 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4801094.500000 Penalty: 5310.122559
	Iteration 20F: 3 clusters Score -4801094 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -4801280.500000 Penalty: 5310.122559
	Iteration 21Q: 3 clusters Score -4801280 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4801443.500000 Penalty: 5310.122559
	Iteration 22Q: 3 clusters Score -4801444 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4801588.500000 Penalty: 5310.122559
	Iteration 23Q: 3 clusters Score -4801588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4801686.000000 Penalty: 5310.122559
	Iteration 24Q: 3 clusters Score -4801686 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4801793.500000 Penalty: 5310.122559
	Iteration 25Q: 3 clusters Score -4801794 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4801892.500000 Penalty: 5310.122559
	Iteration 26Q: 3 clusters Score -4801892 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4802016.500000 Penalty: 5310.122559
	Iteration 27Q: 3 clusters Score -4802016 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4802128.500000 Penalty: 5310.122559
	Iteration 28Q: 3 clusters Score -4802128 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4802197.500000 Penalty: 5310.122559
	Iteration 29Q: 3 clusters Score -4802198 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4802309.500000 Penalty: 5310.122559
	Iteration 30Q: 3 clusters Score -4802310 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4802392.500000 Penalty: 5310.122559
	Iteration 31Q: 3 clusters Score -4802392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4802440.000000 Penalty: 5310.122559
	Iteration 32Q: 3 clusters Score -4802440 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4802484.000000 Penalty: 5310.122559
	Iteration 33Q: 3 clusters Score -4802484 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4802536.500000 Penalty: 5310.122559
	Iteration 34Q: 3 clusters Score -4802536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4802575.500000 Penalty: 5310.122559
	Iteration 35Q: 3 clusters Score -4802576 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4802593.000000 Penalty: 5310.122559
	Iteration 36Q: 3 clusters Score -4802593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4802630.500000 Penalty: 5310.122559
	Iteration 37Q: 3 clusters Score -4802630 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4802672.500000 Penalty: 5310.122559
	Iteration 38Q: 3 clusters Score -4802672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4802703.500000 Penalty: 5310.122559
	Iteration 39Q: 3 clusters Score -4802704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4802725.000000 Penalty: 5310.122559
	Iteration 40F: 3 clusters Score -4802725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4802734.000000 Penalty: 5310.122559
	Iteration 41Q: 3 clusters Score -4802734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4802750.000000 Penalty: 5310.122559
	Iteration 42Q: 3 clusters Score -4802750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4802764.000000 Penalty: 5310.122559
	Iteration 43Q: 3 clusters Score -4802764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4802773.500000 Penalty: 5310.122559
	Iteration 44Q: 3 clusters Score -4802774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4802781.500000 Penalty: 5310.122559
	Iteration 45Q: 3 clusters Score -4802782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4802788.500000 Penalty: 5310.122559
	Iteration 46Q: 3 clusters Score -4802788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4802801.000000 Penalty: 5310.122559
	Iteration 47Q: 3 clusters Score -4802801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4802814.500000 Penalty: 5310.122559
	Iteration 48Q: 3 clusters Score -4802814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4802829.500000 Penalty: 5310.122559
	Iteration 49Q: 3 clusters Score -4802830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4802834.000000 Penalty: 5310.122559
	Iteration 50Q: 3 clusters Score -4802834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4802836.000000 Penalty: 5310.122559
	Iteration 51Q: 3 clusters Score -4802836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4802825.500000 Penalty: 5310.122559
	Iteration 52Q: 3 clusters Score -4802826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4802839.500000 Penalty: 5310.122559
	Iteration 53Q: 3 clusters Score -4802840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4802850.500000 Penalty: 5310.122559
	Iteration 54Q: 3 clusters Score -4802850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4802844.500000 Penalty: 5310.122559
	Iteration 55Q: 3 clusters Score -4802844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4802850.000000 Penalty: 5310.122559
	Iteration 56Q: 3 clusters Score -4802850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4802848.500000 Penalty: 5310.122559
	Iteration 57Q: 3 clusters Score -4802848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4802855.000000 Penalty: 5310.122559
	Iteration 58Q: 3 clusters Score -4802855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4802860.000000 Penalty: 5310.122559
	Iteration 59Q: 3 clusters Score -4802860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4802859.000000 Penalty: 5310.122559
	Iteration 60F: 3 clusters Score -4802859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4802860.000000 Penalty: 5310.122559
	Iteration 61Q: 3 clusters Score -4802860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4802856.500000 Penalty: 5310.122559
	Iteration 62Q: 3 clusters Score -4802856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4802852.500000 Penalty: 5310.122559
	Iteration 63Q: 3 clusters Score -4802852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4802857.500000 Penalty: 5310.122559
	Iteration 64Q: 3 clusters Score -4802858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4802853.500000 Penalty: 5310.122559
	Iteration 65Q: 3 clusters Score -4802854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4802851.000000 Penalty: 5310.122559
	Iteration 66Q: 3 clusters Score -4802851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4802855.000000 Penalty: 5310.122559
	Iteration 67Q: 3 clusters Score -4802855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4802865.000000 Penalty: 5310.122559
	Iteration 68Q: 3 clusters Score -4802865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4802861.500000 Penalty: 5310.122559
	Iteration 69Q: 3 clusters Score -4802862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4802860.000000 Penalty: 5310.122559
	Iteration 70Q: 3 clusters Score -4802860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4802864.500000 Penalty: 5310.122559
	Iteration 71Q: 3 clusters Score -4802864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4802861.500000 Penalty: 5310.122559
	Iteration 72Q: 3 clusters Score -4802862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4802860.500000 Penalty: 5310.122559
	Iteration 73Q: 3 clusters Score -4802860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4802859.000000 Penalty: 5310.122559
	Iteration 74Q: 3 clusters Score -4802859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4802860.500000 Penalty: 5310.122559
	Iteration 75Q: 3 clusters Score -4802860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4802864.000000 Penalty: 5310.122559
	Iteration 76Q: 3 clusters Score -4802864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4802862.500000 Penalty: 5310.122559
	Iteration 77Q: 3 clusters Score -4802862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4802865.000000 Penalty: 5310.122559
	Iteration 78Q: 3 clusters Score -4802865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4802865.000000 Penalty: 5310.122559
	Iteration 79F: 3 clusters Score -4802865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -485057.593750 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -485057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -480850.625000 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -480850.6 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -481754.218750 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -481754.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -481935.312500 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -481935.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -482055.781250 Penalty: 4169.838379
	Iteration 3F: 3 clusters Score -482055.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -482131.625000 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -482131.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -482189.625000 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -482189.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -482233.968750 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -482234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -482269.812500 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -482269.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -482309.468750 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -482309.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -482339.187500 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -482339.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -482367.000000 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -482367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -482397.000000 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -482397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -482425.750000 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -482425.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -482451.343750 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -482451.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -482482.687500 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -482482.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -482507.593750 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -482507.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -482530.187500 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -482530.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -482548.156250 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -482548.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -482562.656250 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -482562.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -482570.406250 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -482570.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -482578.656250 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -482578.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -482586.562500 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -482586.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -482594.093750 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -482594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -482599.312500 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -482599.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -482606.593750 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -482606.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -482614.468750 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -482614.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -482621.031250 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -482621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -482626.218750 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -482626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -482632.812500 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -482632.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -482637.937500 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -482637.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -482643.781250 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -482643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -482649.312500 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -482649.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -482654.437500 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -482654.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -482660.656250 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -482660.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -482668.500000 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -482668.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -482676.500000 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -482676.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -482683.250000 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -482683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -482687.531250 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -482687.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -482691.781250 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -482691.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -482699.687500 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -482699.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -482710.187500 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -482710.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -482726.781250 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -482726.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -482741.406250 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -482741.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -482756.093750 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -482756.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -482767.656250 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -482767.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -482781.750000 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -482781.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -482795.281250 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -482795.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -482807.468750 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -482807.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482823.750000 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -482823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -482833.312500 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -482833.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -482843.843750 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -482843.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -482855.156250 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -482855.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -482868.531250 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -482868.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -482883.156250 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -482883.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -482900.250000 Penalty: 4169.838379
	Iteration 54Q: 3 clusters Score -482900.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -482912.750000 Penalty: 4169.838379
	Iteration 55Q: 3 clusters Score -482912.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -482924.875000 Penalty: 4169.838379
	Iteration 56Q: 3 clusters Score -482924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -482939.250000 Penalty: 4169.838379
	Iteration 57Q: 3 clusters Score -482939.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -482953.656250 Penalty: 4169.838379
	Iteration 58Q: 3 clusters Score -482953.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -482969.937500 Penalty: 4169.838379
	Iteration 59Q: 3 clusters Score -482969.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -482981.875000 Penalty: 4169.838379
	Iteration 60F: 3 clusters Score -482981.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -482994.343750 Penalty: 4169.838379
	Iteration 61Q: 3 clusters Score -482994.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -483005.062500 Penalty: 4169.838379
	Iteration 62Q: 3 clusters Score -483005.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -483016.062500 Penalty: 4169.838379
	Iteration 63Q: 3 clusters Score -483016.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -483020.718750 Penalty: 4169.838379
	Iteration 64Q: 3 clusters Score -483020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -483023.093750 Penalty: 4169.838379
	Iteration 65Q: 3 clusters Score -483023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -483023.531250 Penalty: 4169.838379
	Iteration 66Q: 3 clusters Score -483023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -483024.250000 Penalty: 4169.838379
	Iteration 67Q: 3 clusters Score -483024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -483024.250000 Penalty: 4169.838379
	Iteration 68F: 3 clusters Score -483024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Entering Unmasked Estep 
Score: -11436304.000000 Penalty: 2871.578857
	Iteration 0F: 2 clusters Score -1.14363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -11364642.000000 Penalty: 5743.157715
	Iteration 0F: 3 clusters Score -1.136464e+07 nChanged 50733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -11394471.000000 Penalty: 5743.157715
	Iteration 1F: 3 clusters Score -1.139447e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -11396151.000000 Penalty: 5743.157715
	Iteration 2Q: 3 clusters Score -1.139615e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -11398668.000000 Penalty: 5743.157715
	Iteration 3F: 3 clusters Score -1.139867e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -11402616.000000 Penalty: 5743.157715
	Iteration 4F: 3 clusters Score -1.140262e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -11408517.000000 Penalty: 5743.157715
	Iteration 5F: 3 clusters Score -1.140852e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -11415649.000000 Penalty: 5743.157715
	Iteration 6F: 3 clusters Score -1.141565e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -11422273.000000 Penalty: 5743.157715
	Iteration 7F: 3 clusters Score -1.142227e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -11427135.000000 Penalty: 5743.157715
	Iteration 8Q: 3 clusters Score -1.142714e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -11429509.000000 Penalty: 5743.157715
	Iteration 9Q: 3 clusters Score -1.142951e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -11430674.000000 Penalty: 5743.157715
	Iteration 10Q: 3 clusters Score -1.143067e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -11431368.000000 Penalty: 5743.157715
	Iteration 11Q: 3 clusters Score -1.143137e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -11431844.000000 Penalty: 5743.157715
	Iteration 12Q: 3 clusters Score -1.143184e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -11432217.000000 Penalty: 5743.157715
	Iteration 13Q: 3 clusters Score -1.143222e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -11432502.000000 Penalty: 5743.157715
	Iteration 14Q: 3 clusters Score -1.14325e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -11432784.000000 Penalty: 5743.157715
	Iteration 15Q: 3 clusters Score -1.143278e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -11432941.000000 Penalty: 5743.157715
	Iteration 16Q: 3 clusters Score -1.143294e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -11433089.000000 Penalty: 5743.157715
	Iteration 17Q: 3 clusters Score -1.143309e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -11433249.000000 Penalty: 5743.157715
	Iteration 18Q: 3 clusters Score -1.143325e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -11433398.000000 Penalty: 5743.157715
	Iteration 19Q: 3 clusters Score -1.14334e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -11433556.000000 Penalty: 5743.157715
	Iteration 20F: 3 clusters Score -1.143356e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -11433672.000000 Penalty: 5743.157715
	Iteration 21Q: 3 clusters Score -1.143367e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -11433751.000000 Penalty: 5743.157715
	Iteration 22Q: 3 clusters Score -1.143375e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -11433822.000000 Penalty: 5743.157715
	Iteration 23Q: 3 clusters Score -1.143382e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 103014 members 
Entering Unmasked Estep 
Score: -11433875.000000 Penalty: 5743.157715
	Iteration 24Q: 3 clusters Score -1.143388e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -11433975.000000 Penalty: 5743.157715
	Iteration 25Q: 3 clusters Score -1.143398e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -11434022.000000 Penalty: 5743.157715
	Iteration 26Q: 3 clusters Score -1.143402e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -11434115.000000 Penalty: 5743.157715
	Iteration 27Q: 3 clusters Score -1.143412e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -11434188.000000 Penalty: 5743.157715
	Iteration 28Q: 3 clusters Score -1.143419e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -11434219.000000 Penalty: 5743.157715
	Iteration 29Q: 3 clusters Score -1.143422e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -11434266.000000 Penalty: 5743.157715
	Iteration 30Q: 3 clusters Score -1.143427e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -11434314.000000 Penalty: 5743.157715
	Iteration 31Q: 3 clusters Score -1.143431e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -11434336.000000 Penalty: 5743.157715
	Iteration 32Q: 3 clusters Score -1.143434e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -11434362.000000 Penalty: 5743.157715
	Iteration 33Q: 3 clusters Score -1.143436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -11434397.000000 Penalty: 5743.157715
	Iteration 34Q: 3 clusters Score -1.14344e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -11434417.000000 Penalty: 5743.157715
	Iteration 35Q: 3 clusters Score -1.143442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -11434436.000000 Penalty: 5743.157715
	Iteration 36Q: 3 clusters Score -1.143444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
Score: -11434434.000000 Penalty: 5743.157715
	Iteration 37Q: 3 clusters Score -1.143443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -11434432.000000 Penalty: 5743.157715
	Iteration 38Q: 3 clusters Score -1.143443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -11434428.000000 Penalty: 5743.157715
	Iteration 39Q: 3 clusters Score -1.143443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -11434442.000000 Penalty: 5743.157715
	Iteration 40F: 3 clusters Score -1.143444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 104576 members 
Entering Unmasked Estep 
Score: -11434437.000000 Penalty: 5743.157715
	Iteration 41Q: 3 clusters Score -1.143444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -11434424.000000 Penalty: 5743.157715
	Iteration 42Q: 3 clusters Score -1.143442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -11434443.000000 Penalty: 5743.157715
	Iteration 43Q: 3 clusters Score -1.143444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -11434449.000000 Penalty: 5743.157715
	Iteration 44Q: 3 clusters Score -1.143445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -11434432.000000 Penalty: 5743.157715
	Iteration 45Q: 3 clusters Score -1.143443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -11434459.000000 Penalty: 5743.157715
	Iteration 46Q: 3 clusters Score -1.143446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -11434441.000000 Penalty: 5743.157715
	Iteration 47Q: 3 clusters Score -1.143444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -11434459.000000 Penalty: 5743.157715
	Iteration 48Q: 3 clusters Score -1.143446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -11434451.000000 Penalty: 5743.157715
	Iteration 49Q: 3 clusters Score -1.143445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -11434447.000000 Penalty: 5743.157715
	Iteration 50Q: 3 clusters Score -1.143445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -11434451.000000 Penalty: 5743.157715
	Iteration 51Q: 3 clusters Score -1.143445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
Score: -11434444.000000 Penalty: 5743.157715
	Iteration 52Q: 3 clusters Score -1.143444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -11434449.000000 Penalty: 5743.157715
	Iteration 53Q: 3 clusters Score -1.143445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -11434442.000000 Penalty: 5743.157715
	Iteration 54Q: 3 clusters Score -1.143444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -11434446.000000 Penalty: 5743.157715
	Iteration 55Q: 3 clusters Score -1.143445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -11434436.000000 Penalty: 5743.157715
	Iteration 56Q: 3 clusters Score -1.143444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -11434445.000000 Penalty: 5743.157715
	Iteration 57Q: 3 clusters Score -1.143444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -11434458.000000 Penalty: 5743.157715
	Iteration 58Q: 3 clusters Score -1.143446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -11434443.000000 Penalty: 5743.157715
	Iteration 59Q: 3 clusters Score -1.143444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -11434443.000000 Penalty: 5743.157715
	Iteration 60F: 3 clusters Score -1.143444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -11434436.000000 Penalty: 5743.157715
	Iteration 61Q: 3 clusters Score -1.143444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -11434437.000000 Penalty: 5743.157715
	Iteration 62Q: 3 clusters Score -1.143444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -11434437.000000 Penalty: 5743.157715
	Iteration 63F: 3 clusters Score -1.143444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (341684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341684 members 
Entering Unmasked Estep 
Score: -36154732.000000 Penalty: 3159.927246
	Iteration 0F: 2 clusters Score -3.615473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 171224 members 
Entering Unmasked Estep 
Score: -35934676.000000 Penalty: 6319.854492
	Iteration 0F: 3 clusters Score -3.593468e+07 nChanged 165545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159937 members 
Mstep: Class 2 contains 181747 members 
Entering Unmasked Estep 
Score: -36032904.000000 Penalty: 6319.854492
	Iteration 1F: 3 clusters Score -3.60329e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 188844 members 
Entering Unmasked Estep 
Score: -36035120.000000 Penalty: 6319.854492
	Iteration 2Q: 3 clusters Score -3.603512e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 199753 members 
Entering Unmasked Estep 
Score: -36039152.000000 Penalty: 6319.854492
	Iteration 3Q: 3 clusters Score -3.603915e+07 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 216138 members 
Entering Unmasked Estep 
Score: -36046308.000000 Penalty: 6319.854492
	Iteration 4F: 3 clusters Score -3.604631e+07 nChanged 24153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 239779 members 
Entering Unmasked Estep 
Score: -36061876.000000 Penalty: 6319.854492
	Iteration 5F: 3 clusters Score -3.606188e+07 nChanged 30439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 269904 members 
Entering Unmasked Estep 
Score: -36087660.000000 Penalty: 6319.854492
	Iteration 6F: 3 clusters Score -3.608766e+07 nChanged 31334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 301002 members 
Entering Unmasked Estep 
Score: -36118700.000000 Penalty: 6319.854492
	Iteration 7F: 3 clusters Score -3.61187e+07 nChanged 22493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 323421 members 
Entering Unmasked Estep 
Score: -36140912.000000 Penalty: 6319.854492
	Iteration 8F: 3 clusters Score -3.614091e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 334581 members 
Entering Unmasked Estep 
Score: -36148740.000000 Penalty: 6319.854492
	Iteration 9Q: 3 clusters Score -3.614874e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 338737 members 
Entering Unmasked Estep 
Score: -36151036.000000 Penalty: 6319.854492
	Iteration 10Q: 3 clusters Score -3.615104e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 340275 members 
Entering Unmasked Estep 
Score: -36151688.000000 Penalty: 6319.854492
	Iteration 11Q: 3 clusters Score -3.615169e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 340813 members 
Entering Unmasked Estep 
Score: -36151844.000000 Penalty: 6319.854492
	Iteration 12Q: 3 clusters Score -3.615184e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 340991 members 
Entering Unmasked Estep 
Score: -36151956.000000 Penalty: 6319.854492
	Iteration 13Q: 3 clusters Score -3.615196e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 341079 members 
Entering Unmasked Estep 
Score: -36152060.000000 Penalty: 6319.854492
	Iteration 14Q: 3 clusters Score -3.615206e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 341129 members 
Entering Unmasked Estep 
Score: -36152140.000000 Penalty: 6319.854492
	Iteration 15Q: 3 clusters Score -3.615214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 341162 members 
Entering Unmasked Estep 
Score: -36152152.000000 Penalty: 6319.854492
	Iteration 16Q: 3 clusters Score -3.615215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 341178 members 
Entering Unmasked Estep 
Score: -36152200.000000 Penalty: 6319.854492
	Iteration 17Q: 3 clusters Score -3.61522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 341186 members 
Entering Unmasked Estep 
Score: -36152224.000000 Penalty: 6319.854492
	Iteration 18Q: 3 clusters Score -3.615222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 341193 members 
Entering Unmasked Estep 
Score: -36152256.000000 Penalty: 6319.854492
	Iteration 19Q: 3 clusters Score -3.615226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 341195 members 
Entering Unmasked Estep 
Score: -36152308.000000 Penalty: 6319.854492
	Iteration 20F: 3 clusters Score -3.615231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 341198 members 
Entering Unmasked Estep 
Score: -36152316.000000 Penalty: 6319.854492
	Iteration 21Q: 3 clusters Score -3.615232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 341205 members 
Entering Unmasked Estep 
Score: -36152312.000000 Penalty: 6319.854492
	Iteration 22Q: 3 clusters Score -3.615231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 341205 members 
Entering Unmasked Estep 
Score: -36152308.000000 Penalty: 6319.854492
	Iteration 23Q: 3 clusters Score -3.615231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 341202 members 
Entering Unmasked Estep 
Score: -36152344.000000 Penalty: 6319.854492
	Iteration 24Q: 3 clusters Score -3.615234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 341204 members 
Entering Unmasked Estep 
Score: -36152360.000000 Penalty: 6319.854492
	Iteration 25Q: 3 clusters Score -3.615236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 341202 members 
Entering Unmasked Estep 
Score: -36152344.000000 Penalty: 6319.854492
	Iteration 26Q: 3 clusters Score -3.615234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 341198 members 
Entering Unmasked Estep 
Score: -36152364.000000 Penalty: 6319.854492
	Iteration 27Q: 3 clusters Score -3.615236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 341193 members 
Entering Unmasked Estep 
Score: -36152328.000000 Penalty: 6319.854492
	Iteration 28Q: 3 clusters Score -3.615233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 341192 members 
Entering Unmasked Estep 
Score: -36152340.000000 Penalty: 6319.854492
	Iteration 29Q: 3 clusters Score -3.615234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 341191 members 
Entering Unmasked Estep 
Score: -36152372.000000 Penalty: 6319.854492
	Iteration 30Q: 3 clusters Score -3.615237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 341191 members 
Entering Unmasked Estep 
Score: -36152372.000000 Penalty: 6319.854492
	Iteration 31F: 3 clusters Score -3.615237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (84724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Entering Unmasked Estep 
Score: -8745225.000000 Penalty: 2814.094238
	Iteration 0F: 2 clusters Score -8745225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8688602.000000 Penalty: 5628.188477
	Iteration 0F: 3 clusters Score -8688602 nChanged 39913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -8710986.000000 Penalty: 5628.188477
	Iteration 1F: 3 clusters Score -8710986 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8711538.000000 Penalty: 5628.188477
	Iteration 2Q: 3 clusters Score -8711538 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8712019.000000 Penalty: 5628.188477
	Iteration 3Q: 3 clusters Score -8712019 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8712488.000000 Penalty: 5628.188477
	Iteration 4Q: 3 clusters Score -8712488 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8713207.000000 Penalty: 5628.188477
	Iteration 5Q: 3 clusters Score -8713207 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -8714211.000000 Penalty: 5628.188477
	Iteration 6Q: 3 clusters Score -8714211 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -8715743.000000 Penalty: 5628.188477
	Iteration 7Q: 3 clusters Score -8715743 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -8718237.000000 Penalty: 5628.188477
	Iteration 8Q: 3 clusters Score -8718237 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -8721993.000000 Penalty: 5628.188477
	Iteration 9F: 3 clusters Score -8721993 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -8727229.000000 Penalty: 5628.188477
	Iteration 10F: 3 clusters Score -8727229 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -8732912.000000 Penalty: 5628.188477
	Iteration 11F: 3 clusters Score -8732912 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -8737145.000000 Penalty: 5628.188477
	Iteration 12Q: 3 clusters Score -8737145 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -8739789.000000 Penalty: 5628.188477
	Iteration 13Q: 3 clusters Score -8739789 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -8741250.000000 Penalty: 5628.188477
	Iteration 14Q: 3 clusters Score -8741250 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -8742078.000000 Penalty: 5628.188477
	Iteration 15Q: 3 clusters Score -8742078 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -8742596.000000 Penalty: 5628.188477
	Iteration 16Q: 3 clusters Score -8742596 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -8742880.000000 Penalty: 5628.188477
	Iteration 17Q: 3 clusters Score -8742880 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -8743030.000000 Penalty: 5628.188477
	Iteration 18Q: 3 clusters Score -8743030 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -8743155.000000 Penalty: 5628.188477
	Iteration 19Q: 3 clusters Score -8743155 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -8743218.000000 Penalty: 5628.188477
	Iteration 20F: 3 clusters Score -8743218 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -8743283.000000 Penalty: 5628.188477
	Iteration 21Q: 3 clusters Score -8743283 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -8743305.000000 Penalty: 5628.188477
	Iteration 22Q: 3 clusters Score -8743305 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -8743335.000000 Penalty: 5628.188477
	Iteration 23Q: 3 clusters Score -8743335 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -8743350.000000 Penalty: 5628.188477
	Iteration 24Q: 3 clusters Score -8743350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -8743363.000000 Penalty: 5628.188477
	Iteration 25Q: 3 clusters Score -8743363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -8743390.000000 Penalty: 5628.188477
	Iteration 26Q: 3 clusters Score -8743390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -8743381.000000 Penalty: 5628.188477
	Iteration 27Q: 3 clusters Score -8743381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -8743388.000000 Penalty: 5628.188477
	Iteration 28Q: 3 clusters Score -8743388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -8743429.000000 Penalty: 5628.188477
	Iteration 29Q: 3 clusters Score -8743429 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -8743445.000000 Penalty: 5628.188477
	Iteration 30Q: 3 clusters Score -8743445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -8743447.000000 Penalty: 5628.188477
	Iteration 31Q: 3 clusters Score -8743447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -8743458.000000 Penalty: 5628.188477
	Iteration 32Q: 3 clusters Score -8743458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -8743459.000000 Penalty: 5628.188477
	Iteration 33Q: 3 clusters Score -8743459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -8743456.000000 Penalty: 5628.188477
	Iteration 34Q: 3 clusters Score -8743456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -8743486.000000 Penalty: 5628.188477
	Iteration 35Q: 3 clusters Score -8743486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -8743497.000000 Penalty: 5628.188477
	Iteration 36Q: 3 clusters Score -8743497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -8743497.000000 Penalty: 5628.188477
	Iteration 37Q: 3 clusters Score -8743497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -8743507.000000 Penalty: 5628.188477
	Iteration 38Q: 3 clusters Score -8743507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -8743523.000000 Penalty: 5628.188477
	Iteration 39Q: 3 clusters Score -8743523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -8743540.000000 Penalty: 5628.188477
	Iteration 40F: 3 clusters Score -8743540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -8743546.000000 Penalty: 5628.188477
	Iteration 41Q: 3 clusters Score -8743546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -8743547.000000 Penalty: 5628.188477
	Iteration 42Q: 3 clusters Score -8743547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -8743537.000000 Penalty: 5628.188477
	Iteration 43Q: 3 clusters Score -8743537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -8743545.000000 Penalty: 5628.188477
	Iteration 44Q: 3 clusters Score -8743545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -8743536.000000 Penalty: 5628.188477
	Iteration 45Q: 3 clusters Score -8743536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -8743536.000000 Penalty: 5628.188477
	Iteration 46Q: 3 clusters Score -8743536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -8743529.000000 Penalty: 5628.188477
	Iteration 47Q: 3 clusters Score -8743529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -8743528.000000 Penalty: 5628.188477
	Iteration 48Q: 3 clusters Score -8743528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -8743526.000000 Penalty: 5628.188477
	Iteration 49Q: 3 clusters Score -8743526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -8743523.000000 Penalty: 5628.188477
	Iteration 50Q: 3 clusters Score -8743523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -8743536.000000 Penalty: 5628.188477
	Iteration 51Q: 3 clusters Score -8743536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -8743540.000000 Penalty: 5628.188477
	Iteration 52Q: 3 clusters Score -8743540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -8743534.000000 Penalty: 5628.188477
	Iteration 53Q: 3 clusters Score -8743534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -8743537.000000 Penalty: 5628.188477
	Iteration 54Q: 3 clusters Score -8743537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -8743542.000000 Penalty: 5628.188477
	Iteration 55Q: 3 clusters Score -8743542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -8743541.000000 Penalty: 5628.188477
	Iteration 56Q: 3 clusters Score -8743541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -8743542.000000 Penalty: 5628.188477
	Iteration 57Q: 3 clusters Score -8743542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -8743545.000000 Penalty: 5628.188477
	Iteration 58Q: 3 clusters Score -8743545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -8743541.000000 Penalty: 5628.188477
	Iteration 59Q: 3 clusters Score -8743541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -8743544.000000 Penalty: 5628.188477
	Iteration 60F: 3 clusters Score -8743544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -8743549.000000 Penalty: 5628.188477
	Iteration 61Q: 3 clusters Score -8743549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -8743553.000000 Penalty: 5628.188477
	Iteration 62Q: 3 clusters Score -8743553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -8743550.000000 Penalty: 5628.188477
	Iteration 63Q: 3 clusters Score -8743550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -8743555.000000 Penalty: 5628.188477
	Iteration 64Q: 3 clusters Score -8743555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -8743556.000000 Penalty: 5628.188477
	Iteration 65Q: 3 clusters Score -8743556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -8743556.000000 Penalty: 5628.188477
	Iteration 66Q: 3 clusters Score -8743556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -8743560.000000 Penalty: 5628.188477
	Iteration 67Q: 3 clusters Score -8743560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -8743572.000000 Penalty: 5628.188477
	Iteration 68Q: 3 clusters Score -8743572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -8743580.000000 Penalty: 5628.188477
	Iteration 69Q: 3 clusters Score -8743580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -8743570.000000 Penalty: 5628.188477
	Iteration 70Q: 3 clusters Score -8743570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -8743576.000000 Penalty: 5628.188477
	Iteration 71Q: 3 clusters Score -8743576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -8743576.000000 Penalty: 5628.188477
	Iteration 72F: 3 clusters Score -8743576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Entering Unmasked Estep 
Score: -3480319.500000 Penalty: 2574.678711
	Iteration 0F: 2 clusters Score -3480320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3458281.750000 Penalty: 5149.357422
	Iteration 0F: 3 clusters Score -3458282 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3466316.250000 Penalty: 5149.357422
	Iteration 1F: 3 clusters Score -3466316 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3466971.250000 Penalty: 5149.357422
	Iteration 2Q: 3 clusters Score -3466971 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3467658.500000 Penalty: 5149.357422
	Iteration 3Q: 3 clusters Score -3467658 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3468443.250000 Penalty: 5149.357422
	Iteration 4Q: 3 clusters Score -3468443 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3469271.250000 Penalty: 5149.357422
	Iteration 5Q: 3 clusters Score -3469271 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3470249.500000 Penalty: 5149.357422
	Iteration 6F: 3 clusters Score -3470250 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3471365.750000 Penalty: 5149.357422
	Iteration 7F: 3 clusters Score -3471366 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3472563.000000 Penalty: 5149.357422
	Iteration 8F: 3 clusters Score -3472563 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3473628.000000 Penalty: 5149.357422
	Iteration 9F: 3 clusters Score -3473628 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3474423.000000 Penalty: 5149.357422
	Iteration 10Q: 3 clusters Score -3474423 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3474839.500000 Penalty: 5149.357422
	Iteration 11Q: 3 clusters Score -3474840 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3475069.000000 Penalty: 5149.357422
	Iteration 12Q: 3 clusters Score -3475069 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3475175.500000 Penalty: 5149.357422
	Iteration 13Q: 3 clusters Score -3475176 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3475254.750000 Penalty: 5149.357422
	Iteration 14Q: 3 clusters Score -3475255 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3475322.250000 Penalty: 5149.357422
	Iteration 15Q: 3 clusters Score -3475322 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3475402.250000 Penalty: 5149.357422
	Iteration 16Q: 3 clusters Score -3475402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3475458.750000 Penalty: 5149.357422
	Iteration 17Q: 3 clusters Score -3475459 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3475497.000000 Penalty: 5149.357422
	Iteration 18Q: 3 clusters Score -3475497 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3475550.250000 Penalty: 5149.357422
	Iteration 19Q: 3 clusters Score -3475550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3475594.250000 Penalty: 5149.357422
	Iteration 20F: 3 clusters Score -3475594 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3475618.750000 Penalty: 5149.357422
	Iteration 21Q: 3 clusters Score -3475619 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3475647.250000 Penalty: 5149.357422
	Iteration 22Q: 3 clusters Score -3475647 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3475672.000000 Penalty: 5149.357422
	Iteration 23Q: 3 clusters Score -3475672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3475685.750000 Penalty: 5149.357422
	Iteration 24Q: 3 clusters Score -3475686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3475712.500000 Penalty: 5149.357422
	Iteration 25Q: 3 clusters Score -3475712 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3475748.000000 Penalty: 5149.357422
	Iteration 26Q: 3 clusters Score -3475748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3475774.500000 Penalty: 5149.357422
	Iteration 27Q: 3 clusters Score -3475774 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3475772.500000 Penalty: 5149.357422
	Iteration 28Q: 3 clusters Score -3475772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3475805.500000 Penalty: 5149.357422
	Iteration 29Q: 3 clusters Score -3475806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3475824.500000 Penalty: 5149.357422
	Iteration 30Q: 3 clusters Score -3475824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3475836.500000 Penalty: 5149.357422
	Iteration 31Q: 3 clusters Score -3475836 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3475834.500000 Penalty: 5149.357422
	Iteration 32Q: 3 clusters Score -3475834 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3475856.250000 Penalty: 5149.357422
	Iteration 33Q: 3 clusters Score -3475856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3475870.250000 Penalty: 5149.357422
	Iteration 34Q: 3 clusters Score -3475870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3475883.750000 Penalty: 5149.357422
	Iteration 35Q: 3 clusters Score -3475884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3475897.000000 Penalty: 5149.357422
	Iteration 36Q: 3 clusters Score -3475897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3475916.250000 Penalty: 5149.357422
	Iteration 37Q: 3 clusters Score -3475916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3475928.500000 Penalty: 5149.357422
	Iteration 38Q: 3 clusters Score -3475928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3475937.250000 Penalty: 5149.357422
	Iteration 39Q: 3 clusters Score -3475937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3475941.750000 Penalty: 5149.357422
	Iteration 40F: 3 clusters Score -3475942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3475963.250000 Penalty: 5149.357422
	Iteration 41Q: 3 clusters Score -3475963 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3475991.750000 Penalty: 5149.357422
	Iteration 42Q: 3 clusters Score -3475992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3476004.000000 Penalty: 5149.357422
	Iteration 43Q: 3 clusters Score -3476004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3476016.000000 Penalty: 5149.357422
	Iteration 44Q: 3 clusters Score -3476016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3476050.750000 Penalty: 5149.357422
	Iteration 45Q: 3 clusters Score -3476051 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3476057.000000 Penalty: 5149.357422
	Iteration 46Q: 3 clusters Score -3476057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3476092.000000 Penalty: 5149.357422
	Iteration 47Q: 3 clusters Score -3476092 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3476114.000000 Penalty: 5149.357422
	Iteration 48Q: 3 clusters Score -3476114 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3476149.750000 Penalty: 5149.357422
	Iteration 49Q: 3 clusters Score -3476150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3476187.750000 Penalty: 5149.357422
	Iteration 50Q: 3 clusters Score -3476188 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3476207.000000 Penalty: 5149.357422
	Iteration 51Q: 3 clusters Score -3476207 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3476224.750000 Penalty: 5149.357422
	Iteration 52Q: 3 clusters Score -3476225 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3476253.500000 Penalty: 5149.357422
	Iteration 53Q: 3 clusters Score -3476254 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3476304.250000 Penalty: 5149.357422
	Iteration 54Q: 3 clusters Score -3476304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3476344.500000 Penalty: 5149.357422
	Iteration 55Q: 3 clusters Score -3476344 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3476384.000000 Penalty: 5149.357422
	Iteration 56Q: 3 clusters Score -3476384 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3476440.000000 Penalty: 5149.357422
	Iteration 57Q: 3 clusters Score -3476440 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3476498.250000 Penalty: 5149.357422
	Iteration 58Q: 3 clusters Score -3476498 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3476561.000000 Penalty: 5149.357422
	Iteration 59Q: 3 clusters Score -3476561 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3476619.000000 Penalty: 5149.357422
	Iteration 60F: 3 clusters Score -3476619 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3476677.750000 Penalty: 5149.357422
	Iteration 61Q: 3 clusters Score -3476678 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3476755.500000 Penalty: 5149.357422
	Iteration 62Q: 3 clusters Score -3476756 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3476815.500000 Penalty: 5149.357422
	Iteration 63Q: 3 clusters Score -3476816 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3476855.750000 Penalty: 5149.357422
	Iteration 64Q: 3 clusters Score -3476856 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3476918.000000 Penalty: 5149.357422
	Iteration 65Q: 3 clusters Score -3476918 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3476978.000000 Penalty: 5149.357422
	Iteration 66Q: 3 clusters Score -3476978 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3477038.250000 Penalty: 5149.357422
	Iteration 67Q: 3 clusters Score -3477038 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3477094.000000 Penalty: 5149.357422
	Iteration 68Q: 3 clusters Score -3477094 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3477134.500000 Penalty: 5149.357422
	Iteration 69Q: 3 clusters Score -3477134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3477235.250000 Penalty: 5149.357422
	Iteration 70Q: 3 clusters Score -3477235 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3477300.500000 Penalty: 5149.357422
	Iteration 71Q: 3 clusters Score -3477300 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3477402.750000 Penalty: 5149.357422
	Iteration 72Q: 3 clusters Score -3477403 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3477487.000000 Penalty: 5149.357422
	Iteration 73Q: 3 clusters Score -3477487 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3477564.250000 Penalty: 5149.357422
	Iteration 74Q: 3 clusters Score -3477564 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3477652.750000 Penalty: 5149.357422
	Iteration 75Q: 3 clusters Score -3477653 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3477733.250000 Penalty: 5149.357422
	Iteration 76Q: 3 clusters Score -3477733 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3477816.250000 Penalty: 5149.357422
	Iteration 77Q: 3 clusters Score -3477816 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3477894.500000 Penalty: 5149.357422
	Iteration 78Q: 3 clusters Score -3477894 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3477945.250000 Penalty: 5149.357422
	Iteration 79Q: 3 clusters Score -3477945 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3478001.750000 Penalty: 5149.357422
	Iteration 80F: 3 clusters Score -3478002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3478057.000000 Penalty: 5149.357422
	Iteration 81Q: 3 clusters Score -3478057 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3478089.250000 Penalty: 5149.357422
	Iteration 82Q: 3 clusters Score -3478089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3478128.750000 Penalty: 5149.357422
	Iteration 83Q: 3 clusters Score -3478129 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3478177.000000 Penalty: 5149.357422
	Iteration 84Q: 3 clusters Score -3478177 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3478199.000000 Penalty: 5149.357422
	Iteration 85Q: 3 clusters Score -3478199 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3478239.500000 Penalty: 5149.357422
	Iteration 86Q: 3 clusters Score -3478240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3478263.750000 Penalty: 5149.357422
	Iteration 87Q: 3 clusters Score -3478264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3478290.000000 Penalty: 5149.357422
	Iteration 88Q: 3 clusters Score -3478290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3478310.250000 Penalty: 5149.357422
	Iteration 89Q: 3 clusters Score -3478310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3478314.750000 Penalty: 5149.357422
	Iteration 90Q: 3 clusters Score -3478315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3478321.000000 Penalty: 5149.357422
	Iteration 91Q: 3 clusters Score -3478321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3478329.500000 Penalty: 5149.357422
	Iteration 92Q: 3 clusters Score -3478330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3478338.000000 Penalty: 5149.357422
	Iteration 93Q: 3 clusters Score -3478338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3478358.750000 Penalty: 5149.357422
	Iteration 94Q: 3 clusters Score -3478359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3478362.750000 Penalty: 5149.357422
	Iteration 95Q: 3 clusters Score -3478363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3478363.750000 Penalty: 5149.357422
	Iteration 96Q: 3 clusters Score -3478364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3478377.000000 Penalty: 5149.357422
	Iteration 97Q: 3 clusters Score -3478377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3478374.250000 Penalty: 5149.357422
	Iteration 98Q: 3 clusters Score -3478374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3478380.750000 Penalty: 5149.357422
	Iteration 99Q: 3 clusters Score -3478381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3478392.000000 Penalty: 5149.357422
	Iteration 100F: 3 clusters Score -3478392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3478407.250000 Penalty: 5149.357422
	Iteration 101Q: 3 clusters Score -3478407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3478424.500000 Penalty: 5149.357422
	Iteration 102Q: 3 clusters Score -3478424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3478440.250000 Penalty: 5149.357422
	Iteration 103Q: 3 clusters Score -3478440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3478450.250000 Penalty: 5149.357422
	Iteration 104Q: 3 clusters Score -3478450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3478451.500000 Penalty: 5149.357422
	Iteration 105Q: 3 clusters Score -3478452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3478466.250000 Penalty: 5149.357422
	Iteration 106Q: 3 clusters Score -3478466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3478474.500000 Penalty: 5149.357422
	Iteration 107Q: 3 clusters Score -3478474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3478475.000000 Penalty: 5149.357422
	Iteration 108Q: 3 clusters Score -3478475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3478478.250000 Penalty: 5149.357422
	Iteration 109Q: 3 clusters Score -3478478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3478483.750000 Penalty: 5149.357422
	Iteration 110Q: 3 clusters Score -3478484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3478491.000000 Penalty: 5149.357422
	Iteration 111Q: 3 clusters Score -3478491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3478493.250000 Penalty: 5149.357422
	Iteration 112Q: 3 clusters Score -3478493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3478490.750000 Penalty: 5149.357422
	Iteration 113Q: 3 clusters Score -3478491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3478495.250000 Penalty: 5149.357422
	Iteration 114Q: 3 clusters Score -3478495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3478503.000000 Penalty: 5149.357422
	Iteration 115Q: 3 clusters Score -3478503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3478510.250000 Penalty: 5149.357422
	Iteration 116Q: 3 clusters Score -3478510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3478505.750000 Penalty: 5149.357422
	Iteration 117Q: 3 clusters Score -3478506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3478505.500000 Penalty: 5149.357422
	Iteration 118Q: 3 clusters Score -3478506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3478505.000000 Penalty: 5149.357422
	Iteration 119Q: 3 clusters Score -3478505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3478509.500000 Penalty: 5149.357422
	Iteration 120F: 3 clusters Score -3478510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3478512.500000 Penalty: 5149.357422
	Iteration 121Q: 3 clusters Score -3478512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3478514.500000 Penalty: 5149.357422
	Iteration 122Q: 3 clusters Score -3478514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3478514.750000 Penalty: 5149.357422
	Iteration 123Q: 3 clusters Score -3478515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3478521.250000 Penalty: 5149.357422
	Iteration 124Q: 3 clusters Score -3478521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3478520.500000 Penalty: 5149.357422
	Iteration 125Q: 3 clusters Score -3478520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3478518.000000 Penalty: 5149.357422
	Iteration 126Q: 3 clusters Score -3478518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3478519.500000 Penalty: 5149.357422
	Iteration 127Q: 3 clusters Score -3478520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3478519.250000 Penalty: 5149.357422
	Iteration 128Q: 3 clusters Score -3478519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3478519.250000 Penalty: 5149.357422
	Iteration 129F: 3 clusters Score -3478519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Entering Unmasked Estep 
Score: -1187166.625000 Penalty: 2325.631836
	Iteration 0F: 2 clusters Score -1187167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1178377.000000 Penalty: 4651.263672
	Iteration 0F: 3 clusters Score -1178377 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1181284.750000 Penalty: 4651.263672
	Iteration 1F: 3 clusters Score -1181285 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1182122.375000 Penalty: 4651.263672
	Iteration 2F: 3 clusters Score -1182122 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1182985.500000 Penalty: 4651.263672
	Iteration 3F: 3 clusters Score -1182986 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1183803.375000 Penalty: 4651.263672
	Iteration 4F: 3 clusters Score -1183803 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1184545.250000 Penalty: 4651.263672
	Iteration 5F: 3 clusters Score -1184545 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1185155.500000 Penalty: 4651.263672
	Iteration 6F: 3 clusters Score -1185156 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1185606.125000 Penalty: 4651.263672
	Iteration 7F: 3 clusters Score -1185606 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1185850.875000 Penalty: 4651.263672
	Iteration 8Q: 3 clusters Score -1185851 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1185992.625000 Penalty: 4651.263672
	Iteration 9Q: 3 clusters Score -1185993 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1186073.125000 Penalty: 4651.263672
	Iteration 10Q: 3 clusters Score -1186073 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1186123.375000 Penalty: 4651.263672
	Iteration 11Q: 3 clusters Score -1186123 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1186160.875000 Penalty: 4651.263672
	Iteration 12Q: 3 clusters Score -1186161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1186190.750000 Penalty: 4651.263672
	Iteration 13Q: 3 clusters Score -1186191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1186207.500000 Penalty: 4651.263672
	Iteration 14Q: 3 clusters Score -1186208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1186227.125000 Penalty: 4651.263672
	Iteration 15Q: 3 clusters Score -1186227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1186241.250000 Penalty: 4651.263672
	Iteration 16Q: 3 clusters Score -1186241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1186261.125000 Penalty: 4651.263672
	Iteration 17Q: 3 clusters Score -1186261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1186268.875000 Penalty: 4651.263672
	Iteration 18Q: 3 clusters Score -1186269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1186280.125000 Penalty: 4651.263672
	Iteration 19Q: 3 clusters Score -1186280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1186290.625000 Penalty: 4651.263672
	Iteration 20F: 3 clusters Score -1186291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1186312.750000 Penalty: 4651.263672
	Iteration 21Q: 3 clusters Score -1186313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1186327.250000 Penalty: 4651.263672
	Iteration 22Q: 3 clusters Score -1186327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1186344.375000 Penalty: 4651.263672
	Iteration 23Q: 3 clusters Score -1186344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1186359.500000 Penalty: 4651.263672
	Iteration 24Q: 3 clusters Score -1186360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1186373.750000 Penalty: 4651.263672
	Iteration 25Q: 3 clusters Score -1186374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1186384.125000 Penalty: 4651.263672
	Iteration 26Q: 3 clusters Score -1186384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1186394.375000 Penalty: 4651.263672
	Iteration 27Q: 3 clusters Score -1186394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1186403.000000 Penalty: 4651.263672
	Iteration 28Q: 3 clusters Score -1186403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1186410.250000 Penalty: 4651.263672
	Iteration 29Q: 3 clusters Score -1186410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1186421.375000 Penalty: 4651.263672
	Iteration 30Q: 3 clusters Score -1186421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1186430.250000 Penalty: 4651.263672
	Iteration 31Q: 3 clusters Score -1186430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1186434.875000 Penalty: 4651.263672
	Iteration 32Q: 3 clusters Score -1186435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1186440.875000 Penalty: 4651.263672
	Iteration 33Q: 3 clusters Score -1186441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1186444.250000 Penalty: 4651.263672
	Iteration 34Q: 3 clusters Score -1186444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1186449.125000 Penalty: 4651.263672
	Iteration 35Q: 3 clusters Score -1186449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1186447.875000 Penalty: 4651.263672
	Iteration 36Q: 3 clusters Score -1186448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1186448.625000 Penalty: 4651.263672
	Iteration 37Q: 3 clusters Score -1186449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1186453.500000 Penalty: 4651.263672
	Iteration 38Q: 3 clusters Score -1186454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1186452.375000 Penalty: 4651.263672
	Iteration 39Q: 3 clusters Score -1186452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1186453.500000 Penalty: 4651.263672
	Iteration 40F: 3 clusters Score -1186454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1186453.250000 Penalty: 4651.263672
	Iteration 41Q: 3 clusters Score -1186453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1186456.250000 Penalty: 4651.263672
	Iteration 42Q: 3 clusters Score -1186456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1186458.375000 Penalty: 4651.263672
	Iteration 43Q: 3 clusters Score -1186458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1186458.250000 Penalty: 4651.263672
	Iteration 44Q: 3 clusters Score -1186458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1186460.500000 Penalty: 4651.263672
	Iteration 45Q: 3 clusters Score -1186460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1186460.375000 Penalty: 4651.263672
	Iteration 46Q: 3 clusters Score -1186460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1186461.000000 Penalty: 4651.263672
	Iteration 47Q: 3 clusters Score -1186461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1186461.875000 Penalty: 4651.263672
	Iteration 48Q: 3 clusters Score -1186462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1186462.875000 Penalty: 4651.263672
	Iteration 49Q: 3 clusters Score -1186463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1186464.625000 Penalty: 4651.263672
	Iteration 50Q: 3 clusters Score -1186465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1186465.125000 Penalty: 4651.263672
	Iteration 51Q: 3 clusters Score -1186465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1186465.500000 Penalty: 4651.263672
	Iteration 52Q: 3 clusters Score -1186466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1186466.250000 Penalty: 4651.263672
	Iteration 53Q: 3 clusters Score -1186466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1186467.000000 Penalty: 4651.263672
	Iteration 54Q: 3 clusters Score -1186467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1186469.750000 Penalty: 4651.263672
	Iteration 55Q: 3 clusters Score -1186470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1186468.250000 Penalty: 4651.263672
	Iteration 56Q: 3 clusters Score -1186468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1186468.125000 Penalty: 4651.263672
	Iteration 57Q: 3 clusters Score -1186468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1186468.125000 Penalty: 4651.263672
	Iteration 58F: 3 clusters Score -1186468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 189947 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 296669 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 291220 members 
Mstep: Class 14 contains 59598 members 
Mstep: Class 15 contains 44618 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 18 contains 106825 members 
Mstep: Class 20 contains 341684 members 
Mstep: Class 21 contains 84724 members 
Mstep: Class 23 contains 32266 members 
Mstep: Class 24 contains 11820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158388928.000000 Penalty: 77678.523438
Iteration 79Q: 23 clusters Score -1.583889e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 189816 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 297406 members 
Mstep: Class 6 contains 8113 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 12317 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 290784 members 
Mstep: Class 14 contains 59571 members 
Mstep: Class 15 contains 44650 members 
Mstep: Class 16 contains 4468 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 106864 members 
Mstep: Class 20 contains 341588 members 
Mstep: Class 21 contains 84783 members 
Mstep: Class 23 contains 32232 members 
Mstep: Class 24 contains 11754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389824.000000 Penalty: 77678.523438
Iteration 80F: 23 clusters Score -1.583898e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 189678 members 
Mstep: Class 4 contains 993 members 
Mstep: Class 5 contains 298162 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 12248 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 290355 members 
Mstep: Class 14 contains 59541 members 
Mstep: Class 15 contains 44675 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 17 contains 867 members 
Mstep: Class 18 contains 106900 members 
Mstep: Class 20 contains 341458 members 
Mstep: Class 21 contains 84871 members 
Mstep: Class 23 contains 32187 members 
Mstep: Class 24 contains 11683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390416.000000 Penalty: 77678.523438
Iteration 81Q: 23 clusters Score -1.583904e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 189528 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 298938 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 12188 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 289913 members 
Mstep: Class 14 contains 59521 members 
Mstep: Class 15 contains 44682 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 106926 members 
Mstep: Class 20 contains 341288 members 
Mstep: Class 21 contains 84975 members 
Mstep: Class 23 contains 32148 members 
Mstep: Class 24 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390480.000000 Penalty: 77678.523438
Iteration 82Q: 23 clusters Score -1.583905e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 189405 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 299731 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 289493 members 
Mstep: Class 14 contains 59497 members 
Mstep: Class 15 contains 44674 members 
Mstep: Class 16 contains 4462 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 106934 members 
Mstep: Class 20 contains 341114 members 
Mstep: Class 21 contains 85080 members 
Mstep: Class 23 contains 32117 members 
Mstep: Class 24 contains 11548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390464.000000 Penalty: 77678.523438
Iteration 83Q: 23 clusters Score -1.583905e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 189281 members 
Mstep: Class 4 contains 1095 members 
Mstep: Class 5 contains 300495 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 12046 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 289106 members 
Mstep: Class 14 contains 59449 members 
Mstep: Class 15 contains 44679 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 106926 members 
Mstep: Class 20 contains 340974 members 
Mstep: Class 21 contains 85175 members 
Mstep: Class 23 contains 32073 members 
Mstep: Class 24 contains 11484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390224.000000 Penalty: 77678.523438
Iteration 84Q: 23 clusters Score -1.583902e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 189130 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 301315 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 11981 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 288686 members 
Mstep: Class 14 contains 59416 members 
Mstep: Class 15 contains 44672 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 106923 members 
Mstep: Class 20 contains 340843 members 
Mstep: Class 21 contains 85243 members 
Mstep: Class 23 contains 32034 members 
Mstep: Class 24 contains 11431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390336.000000 Penalty: 77678.523438
Iteration 85Q: 23 clusters Score -1.583903e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 188977 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 302127 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 11932 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 288284 members 
Mstep: Class 14 contains 59394 members 
Mstep: Class 15 contains 44665 members 
Mstep: Class 16 contains 4446 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 106892 members 
Mstep: Class 20 contains 340722 members 
Mstep: Class 21 contains 85311 members 
Mstep: Class 23 contains 31996 members 
Mstep: Class 24 contains 11379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390400.000000 Penalty: 77678.523438
Iteration 86Q: 23 clusters Score -1.583904e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 188798 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 302996 members 
Mstep: Class 6 contains 8100 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 287869 members 
Mstep: Class 14 contains 59384 members 
Mstep: Class 15 contains 44670 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 106858 members 
Mstep: Class 20 contains 340547 members 
Mstep: Class 21 contains 85389 members 
Mstep: Class 23 contains 31960 members 
Mstep: Class 24 contains 11325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390192.000000 Penalty: 77678.523438
Iteration 87Q: 23 clusters Score -1.583902e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 188577 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 303854 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 287521 members 
Mstep: Class 14 contains 59361 members 
Mstep: Class 15 contains 44672 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106804 members 
Mstep: Class 20 contains 340405 members 
Mstep: Class 21 contains 85476 members 
Mstep: Class 23 contains 31918 members 
Mstep: Class 24 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390064.000000 Penalty: 77678.523438
Iteration 88Q: 23 clusters Score -1.583901e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 188347 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 304721 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 11766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 287146 members 
Mstep: Class 14 contains 59334 members 
Mstep: Class 15 contains 44685 members 
Mstep: Class 16 contains 4422 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106750 members 
Mstep: Class 20 contains 340271 members 
Mstep: Class 21 contains 85566 members 
Mstep: Class 23 contains 31875 members 
Mstep: Class 24 contains 11221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390240.000000 Penalty: 77678.523438
Iteration 89Q: 23 clusters Score -1.583902e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 188117 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 305595 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 286758 members 
Mstep: Class 14 contains 59306 members 
Mstep: Class 15 contains 44684 members 
Mstep: Class 16 contains 4409 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106699 members 
Mstep: Class 20 contains 340163 members 
Mstep: Class 21 contains 85639 members 
Mstep: Class 23 contains 31846 members 
Mstep: Class 24 contains 11178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390320.000000 Penalty: 77678.523438
Iteration 90Q: 23 clusters Score -1.583903e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 187871 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 306437 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11651 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 286399 members 
Mstep: Class 14 contains 59279 members 
Mstep: Class 15 contains 44684 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106654 members 
Mstep: Class 20 contains 340048 members 
Mstep: Class 21 contains 85708 members 
Mstep: Class 23 contains 31818 members 
Mstep: Class 24 contains 11144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390400.000000 Penalty: 77678.523438
Iteration 91Q: 23 clusters Score -1.583904e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 187644 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 307220 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 285997 members 
Mstep: Class 14 contains 59269 members 
Mstep: Class 15 contains 44691 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106600 members 
Mstep: Class 20 contains 340014 members 
Mstep: Class 21 contains 85771 members 
Mstep: Class 23 contains 31780 members 
Mstep: Class 24 contains 11116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390704.000000 Penalty: 77678.523438
Iteration 92Q: 23 clusters Score -1.583907e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 187405 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 308015 members 
Mstep: Class 6 contains 8111 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 285642 members 
Mstep: Class 14 contains 59266 members 
Mstep: Class 15 contains 44698 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106538 members 
Mstep: Class 20 contains 339956 members 
Mstep: Class 21 contains 85821 members 
Mstep: Class 23 contains 31741 members 
Mstep: Class 24 contains 11083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390592.000000 Penalty: 77678.523438
Iteration 93Q: 23 clusters Score -1.583906e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 187178 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 308778 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11416 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 285262 members 
Mstep: Class 14 contains 59273 members 
Mstep: Class 15 contains 44700 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106496 members 
Mstep: Class 20 contains 339896 members 
Mstep: Class 21 contains 85885 members 
Mstep: Class 23 contains 31713 members 
Mstep: Class 24 contains 11054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390448.000000 Penalty: 77678.523438
Iteration 94Q: 23 clusters Score -1.583904e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 186953 members 
Mstep: Class 4 contains 1190 members 
Mstep: Class 5 contains 309517 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11335 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 284894 members 
Mstep: Class 14 contains 59277 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106456 members 
Mstep: Class 20 contains 339843 members 
Mstep: Class 21 contains 85952 members 
Mstep: Class 23 contains 31670 members 
Mstep: Class 24 contains 11031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390336.000000 Penalty: 77678.523438
Iteration 95Q: 23 clusters Score -1.583903e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 186744 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 310258 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 284519 members 
Mstep: Class 14 contains 59293 members 
Mstep: Class 15 contains 44715 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106398 members 
Mstep: Class 20 contains 339774 members 
Mstep: Class 21 contains 86026 members 
Mstep: Class 23 contains 31635 members 
Mstep: Class 24 contains 11005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390592.000000 Penalty: 77678.523438
Iteration 96Q: 23 clusters Score -1.583906e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 186553 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 310971 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 11176 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 284221 members 
Mstep: Class 14 contains 59302 members 
Mstep: Class 15 contains 44729 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106319 members 
Mstep: Class 20 contains 339667 members 
Mstep: Class 21 contains 86096 members 
Mstep: Class 23 contains 31605 members 
Mstep: Class 24 contains 10976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390496.000000 Penalty: 77678.523438
Iteration 97Q: 23 clusters Score -1.583905e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 186348 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 311616 members 
Mstep: Class 6 contains 8143 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 283939 members 
Mstep: Class 14 contains 59294 members 
Mstep: Class 15 contains 44746 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106250 members 
Mstep: Class 20 contains 339611 members 
Mstep: Class 21 contains 86172 members 
Mstep: Class 23 contains 31573 members 
Mstep: Class 24 contains 10946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390256.000000 Penalty: 77678.523438
Iteration 98Q: 23 clusters Score -1.583903e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 186160 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 312248 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11045 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 283640 members 
Mstep: Class 14 contains 59288 members 
Mstep: Class 15 contains 44759 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106194 members 
Mstep: Class 20 contains 339553 members 
Mstep: Class 21 contains 86262 members 
Mstep: Class 23 contains 31549 members 
Mstep: Class 24 contains 10914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390432.000000 Penalty: 77678.523438
Iteration 99Q: 23 clusters Score -1.583904e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 185977 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 312883 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 10992 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 283331 members 
Mstep: Class 14 contains 59276 members 
Mstep: Class 15 contains 44766 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106132 members 
Mstep: Class 20 contains 339488 members 
Mstep: Class 21 contains 86356 members 
Mstep: Class 23 contains 31527 members 
Mstep: Class 24 contains 10882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389984.000000 Penalty: 77678.523438
Iteration 100F: 23 clusters Score -1.5839e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 185752 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 313449 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 10956 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 283068 members 
Mstep: Class 14 contains 59277 members 
Mstep: Class 15 contains 44762 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106090 members 
Mstep: Class 20 contains 339460 members 
Mstep: Class 21 contains 86427 members 
Mstep: Class 23 contains 31507 members 
Mstep: Class 24 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389952.000000 Penalty: 77678.523438
Iteration 101Q: 23 clusters Score -1.5839e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 185543 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 314069 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 282812 members 
Mstep: Class 14 contains 59269 members 
Mstep: Class 15 contains 44769 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 106036 members 
Mstep: Class 20 contains 339400 members 
Mstep: Class 21 contains 86479 members 
Mstep: Class 23 contains 31487 members 
Mstep: Class 24 contains 10836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390256.000000 Penalty: 77678.523438
Iteration 102Q: 23 clusters Score -1.583903e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 185334 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 314735 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 10861 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 282554 members 
Mstep: Class 14 contains 59262 members 
Mstep: Class 15 contains 44782 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105989 members 
Mstep: Class 20 contains 339276 members 
Mstep: Class 21 contains 86521 members 
Mstep: Class 23 contains 31472 members 
Mstep: Class 24 contains 10819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390016.000000 Penalty: 77678.523438
Iteration 103Q: 23 clusters Score -1.5839e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 185106 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 315366 members 
Mstep: Class 6 contains 8152 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 10812 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 282298 members 
Mstep: Class 14 contains 59254 members 
Mstep: Class 15 contains 44793 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105950 members 
Mstep: Class 20 contains 339204 members 
Mstep: Class 21 contains 86555 members 
Mstep: Class 23 contains 31462 members 
Mstep: Class 24 contains 10806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389888.000000 Penalty: 77678.523438
Iteration 104Q: 23 clusters Score -1.583899e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 184877 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 316036 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 10762 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 282051 members 
Mstep: Class 14 contains 59237 members 
Mstep: Class 15 contains 44787 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105925 members 
Mstep: Class 20 contains 339112 members 
Mstep: Class 21 contains 86592 members 
Mstep: Class 23 contains 31434 members 
Mstep: Class 24 contains 10799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390080.000000 Penalty: 77678.523438
Iteration 105Q: 23 clusters Score -1.583901e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 184670 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 316684 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 281811 members 
Mstep: Class 14 contains 59226 members 
Mstep: Class 15 contains 44794 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105905 members 
Mstep: Class 20 contains 339006 members 
Mstep: Class 21 contains 86639 members 
Mstep: Class 23 contains 31404 members 
Mstep: Class 24 contains 10788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390064.000000 Penalty: 77678.523438
Iteration 106Q: 23 clusters Score -1.583901e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 184456 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 317366 members 
Mstep: Class 6 contains 8171 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 10648 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 281587 members 
Mstep: Class 14 contains 59210 members 
Mstep: Class 15 contains 44796 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105860 members 
Mstep: Class 20 contains 338858 members 
Mstep: Class 21 contains 86692 members 
Mstep: Class 23 contains 31372 members 
Mstep: Class 24 contains 10773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390288.000000 Penalty: 77678.523438
Iteration 107Q: 23 clusters Score -1.583903e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 184259 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 317971 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 10609 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 281376 members 
Mstep: Class 14 contains 59200 members 
Mstep: Class 15 contains 44788 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105852 members 
Mstep: Class 20 contains 338714 members 
Mstep: Class 21 contains 86733 members 
Mstep: Class 23 contains 31347 members 
Mstep: Class 24 contains 10764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390080.000000 Penalty: 77678.523438
Iteration 108Q: 23 clusters Score -1.583901e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 184034 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 318596 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 281194 members 
Mstep: Class 14 contains 59176 members 
Mstep: Class 15 contains 44786 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105834 members 
Mstep: Class 20 contains 338588 members 
Mstep: Class 21 contains 86775 members 
Mstep: Class 23 contains 31317 members 
Mstep: Class 24 contains 10756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390528.000000 Penalty: 77678.523438
Iteration 109Q: 23 clusters Score -1.583905e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 183800 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 319248 members 
Mstep: Class 6 contains 8189 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 10526 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 281018 members 
Mstep: Class 14 contains 59136 members 
Mstep: Class 15 contains 44792 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105798 members 
Mstep: Class 20 contains 338449 members 
Mstep: Class 21 contains 86808 members 
Mstep: Class 23 contains 31296 members 
Mstep: Class 24 contains 10740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390448.000000 Penalty: 77678.523438
Iteration 110Q: 23 clusters Score -1.583904e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 183573 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 319937 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10487 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 280824 members 
Mstep: Class 14 contains 59106 members 
Mstep: Class 15 contains 44797 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105764 members 
Mstep: Class 20 contains 338289 members 
Mstep: Class 21 contains 86823 members 
Mstep: Class 23 contains 31268 members 
Mstep: Class 24 contains 10731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390528.000000 Penalty: 77678.523438
Iteration 111Q: 23 clusters Score -1.583905e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 183319 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 320619 members 
Mstep: Class 6 contains 8202 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10459 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 280651 members 
Mstep: Class 14 contains 59075 members 
Mstep: Class 15 contains 44787 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105712 members 
Mstep: Class 20 contains 338144 members 
Mstep: Class 21 contains 86857 members 
Mstep: Class 23 contains 31246 members 
Mstep: Class 24 contains 10719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390464.000000 Penalty: 77678.523438
Iteration 112Q: 23 clusters Score -1.583905e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 183071 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 321311 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 280489 members 
Mstep: Class 14 contains 59042 members 
Mstep: Class 15 contains 44787 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105692 members 
Mstep: Class 20 contains 337959 members 
Mstep: Class 21 contains 86878 members 
Mstep: Class 23 contains 31229 members 
Mstep: Class 24 contains 10704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390176.000000 Penalty: 77678.523438
Iteration 113Q: 23 clusters Score -1.583902e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 182824 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 322025 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10394 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 280300 members 
Mstep: Class 14 contains 59009 members 
Mstep: Class 15 contains 44792 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105669 members 
Mstep: Class 20 contains 337750 members 
Mstep: Class 21 contains 86918 members 
Mstep: Class 23 contains 31207 members 
Mstep: Class 24 contains 10690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390448.000000 Penalty: 77678.523438
Iteration 114Q: 23 clusters Score -1.583904e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 182529 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 322772 members 
Mstep: Class 6 contains 8220 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10355 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 280114 members 
Mstep: Class 14 contains 58977 members 
Mstep: Class 15 contains 44812 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105617 members 
Mstep: Class 20 contains 337586 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 23 contains 31176 members 
Mstep: Class 24 contains 10682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390016.000000 Penalty: 77678.523438
Iteration 115Q: 23 clusters Score -1.5839e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 182220 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 323508 members 
Mstep: Class 6 contains 8225 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279911 members 
Mstep: Class 14 contains 58938 members 
Mstep: Class 15 contains 44830 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105571 members 
Mstep: Class 20 contains 337463 members 
Mstep: Class 21 contains 86999 members 
Mstep: Class 23 contains 31129 members 
Mstep: Class 24 contains 10674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389712.000000 Penalty: 77678.523438
Iteration 116Q: 23 clusters Score -1.583897e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 181937 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 324151 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279724 members 
Mstep: Class 14 contains 58916 members 
Mstep: Class 15 contains 44836 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105535 members 
Mstep: Class 20 contains 337377 members 
Mstep: Class 21 contains 87036 members 
Mstep: Class 23 contains 31087 members 
Mstep: Class 24 contains 10670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389904.000000 Penalty: 77678.523438
Iteration 117Q: 23 clusters Score -1.583899e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 181696 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 324709 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10270 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279542 members 
Mstep: Class 14 contains 58895 members 
Mstep: Class 15 contains 44848 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105487 members 
Mstep: Class 20 contains 337310 members 
Mstep: Class 21 contains 87084 members 
Mstep: Class 23 contains 31057 members 
Mstep: Class 24 contains 10665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390192.000000 Penalty: 77678.523438
Iteration 118Q: 23 clusters Score -1.583902e+08 nChanged 1783
Entering ConstructFrom: 
Score: -158390192.000000 Penalty: 77678.523438
Entering ConstructFrom: 
Trying to split cluster 1 (29237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Entering Unmasked Estep 
Score: -2837747.000000 Penalty: 2550.231201
	Iteration 0F: 2 clusters Score -2837747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2817847.000000 Penalty: 5100.462402
	Iteration 0F: 3 clusters Score -2817847 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2825044.500000 Penalty: 5100.462402
	Iteration 1F: 3 clusters Score -2825044 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2825750.500000 Penalty: 5100.462402
	Iteration 2F: 3 clusters Score -2825750 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2826498.000000 Penalty: 5100.462402
	Iteration 3F: 3 clusters Score -2826498 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2827268.000000 Penalty: 5100.462402
	Iteration 4F: 3 clusters Score -2827268 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2828006.750000 Penalty: 5100.462402
	Iteration 5F: 3 clusters Score -2828007 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2828732.500000 Penalty: 5100.462402
	Iteration 6F: 3 clusters Score -2828732 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2829437.500000 Penalty: 5100.462402
	Iteration 7Q: 3 clusters Score -2829438 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2830228.750000 Penalty: 5100.462402
	Iteration 8Q: 3 clusters Score -2830229 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2831005.250000 Penalty: 5100.462402
	Iteration 9Q: 3 clusters Score -2831005 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2831832.250000 Penalty: 5100.462402
	Iteration 10Q: 3 clusters Score -2831832 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2832576.000000 Penalty: 5100.462402
	Iteration 11Q: 3 clusters Score -2832576 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2833136.500000 Penalty: 5100.462402
	Iteration 12Q: 3 clusters Score -2833136 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2833502.500000 Penalty: 5100.462402
	Iteration 13Q: 3 clusters Score -2833502 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2833742.500000 Penalty: 5100.462402
	Iteration 14Q: 3 clusters Score -2833742 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2833880.250000 Penalty: 5100.462402
	Iteration 15Q: 3 clusters Score -2833880 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2834025.500000 Penalty: 5100.462402
	Iteration 16Q: 3 clusters Score -2834026 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2834113.250000 Penalty: 5100.462402
	Iteration 17Q: 3 clusters Score -2834113 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2834181.750000 Penalty: 5100.462402
	Iteration 18Q: 3 clusters Score -2834182 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2834227.500000 Penalty: 5100.462402
	Iteration 19Q: 3 clusters Score -2834228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2834275.500000 Penalty: 5100.462402
	Iteration 20F: 3 clusters Score -2834276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2834327.000000 Penalty: 5100.462402
	Iteration 21Q: 3 clusters Score -2834327 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2834344.500000 Penalty: 5100.462402
	Iteration 22Q: 3 clusters Score -2834344 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2834379.250000 Penalty: 5100.462402
	Iteration 23Q: 3 clusters Score -2834379 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2834424.750000 Penalty: 5100.462402
	Iteration 24Q: 3 clusters Score -2834425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2834450.000000 Penalty: 5100.462402
	Iteration 25Q: 3 clusters Score -2834450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2834487.250000 Penalty: 5100.462402
	Iteration 26Q: 3 clusters Score -2834487 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2834506.500000 Penalty: 5100.462402
	Iteration 27Q: 3 clusters Score -2834506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2834517.500000 Penalty: 5100.462402
	Iteration 28Q: 3 clusters Score -2834518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2834552.000000 Penalty: 5100.462402
	Iteration 29Q: 3 clusters Score -2834552 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2834566.750000 Penalty: 5100.462402
	Iteration 30Q: 3 clusters Score -2834567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2834576.250000 Penalty: 5100.462402
	Iteration 31Q: 3 clusters Score -2834576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2834599.250000 Penalty: 5100.462402
	Iteration 32Q: 3 clusters Score -2834599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2834617.000000 Penalty: 5100.462402
	Iteration 33Q: 3 clusters Score -2834617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2834620.250000 Penalty: 5100.462402
	Iteration 34Q: 3 clusters Score -2834620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2834628.000000 Penalty: 5100.462402
	Iteration 35Q: 3 clusters Score -2834628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2834636.750000 Penalty: 5100.462402
	Iteration 36Q: 3 clusters Score -2834637 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2834642.000000 Penalty: 5100.462402
	Iteration 37Q: 3 clusters Score -2834642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2834654.000000 Penalty: 5100.462402
	Iteration 38Q: 3 clusters Score -2834654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2834678.250000 Penalty: 5100.462402
	Iteration 39Q: 3 clusters Score -2834678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2834685.000000 Penalty: 5100.462402
	Iteration 40F: 3 clusters Score -2834685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2834700.250000 Penalty: 5100.462402
	Iteration 41Q: 3 clusters Score -2834700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2834719.750000 Penalty: 5100.462402
	Iteration 42Q: 3 clusters Score -2834720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2834722.000000 Penalty: 5100.462402
	Iteration 43Q: 3 clusters Score -2834722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2834725.500000 Penalty: 5100.462402
	Iteration 44Q: 3 clusters Score -2834726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2834733.750000 Penalty: 5100.462402
	Iteration 45Q: 3 clusters Score -2834734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2834739.000000 Penalty: 5100.462402
	Iteration 46Q: 3 clusters Score -2834739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2834755.750000 Penalty: 5100.462402
	Iteration 47Q: 3 clusters Score -2834756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2834766.500000 Penalty: 5100.462402
	Iteration 48Q: 3 clusters Score -2834766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2834771.500000 Penalty: 5100.462402
	Iteration 49Q: 3 clusters Score -2834772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2834770.750000 Penalty: 5100.462402
	Iteration 50Q: 3 clusters Score -2834771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2834793.250000 Penalty: 5100.462402
	Iteration 51Q: 3 clusters Score -2834793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2834797.000000 Penalty: 5100.462402
	Iteration 52Q: 3 clusters Score -2834797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2834797.000000 Penalty: 5100.462402
	Iteration 53Q: 3 clusters Score -2834797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2834799.000000 Penalty: 5100.462402
	Iteration 54Q: 3 clusters Score -2834799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2834802.250000 Penalty: 5100.462402
	Iteration 55Q: 3 clusters Score -2834802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2834818.000000 Penalty: 5100.462402
	Iteration 56Q: 3 clusters Score -2834818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2834821.000000 Penalty: 5100.462402
	Iteration 57Q: 3 clusters Score -2834821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2834832.750000 Penalty: 5100.462402
	Iteration 58Q: 3 clusters Score -2834833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2834835.500000 Penalty: 5100.462402
	Iteration 59Q: 3 clusters Score -2834836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2834843.000000 Penalty: 5100.462402
	Iteration 60F: 3 clusters Score -2834843 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2834847.000000 Penalty: 5100.462402
	Iteration 61Q: 3 clusters Score -2834847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2834853.250000 Penalty: 5100.462402
	Iteration 62Q: 3 clusters Score -2834853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2834855.500000 Penalty: 5100.462402
	Iteration 63Q: 3 clusters Score -2834856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2834864.500000 Penalty: 5100.462402
	Iteration 64Q: 3 clusters Score -2834864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2834874.250000 Penalty: 5100.462402
	Iteration 65Q: 3 clusters Score -2834874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2834875.000000 Penalty: 5100.462402
	Iteration 66Q: 3 clusters Score -2834875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2834885.250000 Penalty: 5100.462402
	Iteration 67Q: 3 clusters Score -2834885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2834892.750000 Penalty: 5100.462402
	Iteration 68Q: 3 clusters Score -2834893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2834898.000000 Penalty: 5100.462402
	Iteration 69Q: 3 clusters Score -2834898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2834908.500000 Penalty: 5100.462402
	Iteration 70Q: 3 clusters Score -2834908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2834918.000000 Penalty: 5100.462402
	Iteration 71Q: 3 clusters Score -2834918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2834918.750000 Penalty: 5100.462402
	Iteration 72Q: 3 clusters Score -2834919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2834924.000000 Penalty: 5100.462402
	Iteration 73Q: 3 clusters Score -2834924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2834936.750000 Penalty: 5100.462402
	Iteration 74Q: 3 clusters Score -2834937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2834940.750000 Penalty: 5100.462402
	Iteration 75Q: 3 clusters Score -2834941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2834953.750000 Penalty: 5100.462402
	Iteration 76Q: 3 clusters Score -2834954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2834962.500000 Penalty: 5100.462402
	Iteration 77Q: 3 clusters Score -2834962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2834969.500000 Penalty: 5100.462402
	Iteration 78Q: 3 clusters Score -2834970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2834974.250000 Penalty: 5100.462402
	Iteration 79Q: 3 clusters Score -2834974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2834991.000000 Penalty: 5100.462402
	Iteration 80F: 3 clusters Score -2834991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2834999.500000 Penalty: 5100.462402
	Iteration 81Q: 3 clusters Score -2835000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2835002.750000 Penalty: 5100.462402
	Iteration 82Q: 3 clusters Score -2835003 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2835024.500000 Penalty: 5100.462402
	Iteration 83Q: 3 clusters Score -2835024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2835041.750000 Penalty: 5100.462402
	Iteration 84Q: 3 clusters Score -2835042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2835047.000000 Penalty: 5100.462402
	Iteration 85Q: 3 clusters Score -2835047 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2835066.250000 Penalty: 5100.462402
	Iteration 86Q: 3 clusters Score -2835066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2835082.250000 Penalty: 5100.462402
	Iteration 87Q: 3 clusters Score -2835082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2835123.250000 Penalty: 5100.462402
	Iteration 88Q: 3 clusters Score -2835123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2835149.500000 Penalty: 5100.462402
	Iteration 89Q: 3 clusters Score -2835150 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2835171.250000 Penalty: 5100.462402
	Iteration 90Q: 3 clusters Score -2835171 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2835200.250000 Penalty: 5100.462402
	Iteration 91Q: 3 clusters Score -2835200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2835229.500000 Penalty: 5100.462402
	Iteration 92Q: 3 clusters Score -2835230 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2835259.000000 Penalty: 5100.462402
	Iteration 93Q: 3 clusters Score -2835259 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2835303.250000 Penalty: 5100.462402
	Iteration 94Q: 3 clusters Score -2835303 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2835320.500000 Penalty: 5100.462402
	Iteration 95Q: 3 clusters Score -2835320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2835378.500000 Penalty: 5100.462402
	Iteration 96Q: 3 clusters Score -2835378 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2835409.000000 Penalty: 5100.462402
	Iteration 97Q: 3 clusters Score -2835409 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2835457.250000 Penalty: 5100.462402
	Iteration 98Q: 3 clusters Score -2835457 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2835487.000000 Penalty: 5100.462402
	Iteration 99Q: 3 clusters Score -2835487 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2835541.500000 Penalty: 5100.462402
	Iteration 100F: 3 clusters Score -2835542 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2835591.000000 Penalty: 5100.462402
	Iteration 101Q: 3 clusters Score -2835591 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2835627.250000 Penalty: 5100.462402
	Iteration 102Q: 3 clusters Score -2835627 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2835675.750000 Penalty: 5100.462402
	Iteration 103Q: 3 clusters Score -2835676 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2835720.000000 Penalty: 5100.462402
	Iteration 104Q: 3 clusters Score -2835720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2835767.250000 Penalty: 5100.462402
	Iteration 105Q: 3 clusters Score -2835767 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2835790.000000 Penalty: 5100.462402
	Iteration 106Q: 3 clusters Score -2835790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2835833.000000 Penalty: 5100.462402
	Iteration 107Q: 3 clusters Score -2835833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2835838.750000 Penalty: 5100.462402
	Iteration 108Q: 3 clusters Score -2835839 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2835864.500000 Penalty: 5100.462402
	Iteration 109Q: 3 clusters Score -2835864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2835886.250000 Penalty: 5100.462402
	Iteration 110Q: 3 clusters Score -2835886 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2835921.250000 Penalty: 5100.462402
	Iteration 111Q: 3 clusters Score -2835921 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2835945.750000 Penalty: 5100.462402
	Iteration 112Q: 3 clusters Score -2835946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2835973.250000 Penalty: 5100.462402
	Iteration 113Q: 3 clusters Score -2835973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2835997.500000 Penalty: 5100.462402
	Iteration 114Q: 3 clusters Score -2835998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2836017.750000 Penalty: 5100.462402
	Iteration 115Q: 3 clusters Score -2836018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2836049.000000 Penalty: 5100.462402
	Iteration 116Q: 3 clusters Score -2836049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2836080.250000 Penalty: 5100.462402
	Iteration 117Q: 3 clusters Score -2836080 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2836111.250000 Penalty: 5100.462402
	Iteration 118Q: 3 clusters Score -2836111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2836138.750000 Penalty: 5100.462402
	Iteration 119Q: 3 clusters Score -2836139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2836161.500000 Penalty: 5100.462402
	Iteration 120F: 3 clusters Score -2836162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2836184.250000 Penalty: 5100.462402
	Iteration 121Q: 3 clusters Score -2836184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2836199.500000 Penalty: 5100.462402
	Iteration 122Q: 3 clusters Score -2836200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2836225.000000 Penalty: 5100.462402
	Iteration 123Q: 3 clusters Score -2836225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2836235.250000 Penalty: 5100.462402
	Iteration 124Q: 3 clusters Score -2836235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2836262.250000 Penalty: 5100.462402
	Iteration 125Q: 3 clusters Score -2836262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2836288.250000 Penalty: 5100.462402
	Iteration 126Q: 3 clusters Score -2836288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2836317.500000 Penalty: 5100.462402
	Iteration 127Q: 3 clusters Score -2836318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2836337.000000 Penalty: 5100.462402
	Iteration 128Q: 3 clusters Score -2836337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2836352.250000 Penalty: 5100.462402
	Iteration 129Q: 3 clusters Score -2836352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2836365.500000 Penalty: 5100.462402
	Iteration 130Q: 3 clusters Score -2836366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2836369.000000 Penalty: 5100.462402
	Iteration 131Q: 3 clusters Score -2836369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2836386.250000 Penalty: 5100.462402
	Iteration 132Q: 3 clusters Score -2836386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2836388.500000 Penalty: 5100.462402
	Iteration 133Q: 3 clusters Score -2836388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2836393.750000 Penalty: 5100.462402
	Iteration 134Q: 3 clusters Score -2836394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2836408.000000 Penalty: 5100.462402
	Iteration 135Q: 3 clusters Score -2836408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2836424.750000 Penalty: 5100.462402
	Iteration 136Q: 3 clusters Score -2836425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2836430.000000 Penalty: 5100.462402
	Iteration 137Q: 3 clusters Score -2836430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2836441.000000 Penalty: 5100.462402
	Iteration 138Q: 3 clusters Score -2836441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2836453.250000 Penalty: 5100.462402
	Iteration 139Q: 3 clusters Score -2836453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2836462.750000 Penalty: 5100.462402
	Iteration 140F: 3 clusters Score -2836463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2836481.750000 Penalty: 5100.462402
	Iteration 141Q: 3 clusters Score -2836482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2836485.250000 Penalty: 5100.462402
	Iteration 142Q: 3 clusters Score -2836485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2836485.750000 Penalty: 5100.462402
	Iteration 143Q: 3 clusters Score -2836486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2836500.000000 Penalty: 5100.462402
	Iteration 144Q: 3 clusters Score -2836500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2836506.000000 Penalty: 5100.462402
	Iteration 145Q: 3 clusters Score -2836506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2836517.750000 Penalty: 5100.462402
	Iteration 146Q: 3 clusters Score -2836518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2836526.750000 Penalty: 5100.462402
	Iteration 147Q: 3 clusters Score -2836527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2836539.000000 Penalty: 5100.462402
	Iteration 148Q: 3 clusters Score -2836539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2836547.250000 Penalty: 5100.462402
	Iteration 149Q: 3 clusters Score -2836547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2836544.750000 Penalty: 5100.462402
	Iteration 150Q: 3 clusters Score -2836545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2836546.500000 Penalty: 5100.462402
	Iteration 151Q: 3 clusters Score -2836546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2836551.000000 Penalty: 5100.462402
	Iteration 152Q: 3 clusters Score -2836551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2836556.500000 Penalty: 5100.462402
	Iteration 153Q: 3 clusters Score -2836556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2836557.250000 Penalty: 5100.462402
	Iteration 154Q: 3 clusters Score -2836557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2836563.250000 Penalty: 5100.462402
	Iteration 155Q: 3 clusters Score -2836563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2836566.750000 Penalty: 5100.462402
	Iteration 156Q: 3 clusters Score -2836567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2836571.750000 Penalty: 5100.462402
	Iteration 157Q: 3 clusters Score -2836572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2836566.250000 Penalty: 5100.462402
	Iteration 158Q: 3 clusters Score -2836566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2836573.500000 Penalty: 5100.462402
	Iteration 159Q: 3 clusters Score -2836574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2836576.250000 Penalty: 5100.462402
	Iteration 160F: 3 clusters Score -2836576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2836586.500000 Penalty: 5100.462402
	Iteration 161Q: 3 clusters Score -2836586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2836585.750000 Penalty: 5100.462402
	Iteration 162Q: 3 clusters Score -2836586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2836585.500000 Penalty: 5100.462402
	Iteration 163Q: 3 clusters Score -2836586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2836586.000000 Penalty: 5100.462402
	Iteration 164Q: 3 clusters Score -2836586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2836593.500000 Penalty: 5100.462402
	Iteration 165Q: 3 clusters Score -2836594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2836597.750000 Penalty: 5100.462402
	Iteration 166Q: 3 clusters Score -2836598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2836606.250000 Penalty: 5100.462402
	Iteration 167Q: 3 clusters Score -2836606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2836599.500000 Penalty: 5100.462402
	Iteration 168Q: 3 clusters Score -2836600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2836595.250000 Penalty: 5100.462402
	Iteration 169Q: 3 clusters Score -2836595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2836600.000000 Penalty: 5100.462402
	Iteration 170Q: 3 clusters Score -2836600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2836601.000000 Penalty: 5100.462402
	Iteration 171Q: 3 clusters Score -2836601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2836603.500000 Penalty: 5100.462402
	Iteration 172Q: 3 clusters Score -2836604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2836602.000000 Penalty: 5100.462402
	Iteration 173Q: 3 clusters Score -2836602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2836605.500000 Penalty: 5100.462402
	Iteration 174Q: 3 clusters Score -2836606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2836605.250000 Penalty: 5100.462402
	Iteration 175Q: 3 clusters Score -2836605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2836607.000000 Penalty: 5100.462402
	Iteration 176Q: 3 clusters Score -2836607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2836606.250000 Penalty: 5100.462402
	Iteration 177Q: 3 clusters Score -2836606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2836607.000000 Penalty: 5100.462402
	Iteration 178Q: 3 clusters Score -2836607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2836603.250000 Penalty: 5100.462402
	Iteration 179Q: 3 clusters Score -2836603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2836603.000000 Penalty: 5100.462402
	Iteration 180F: 3 clusters Score -2836603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -282673.500000 Penalty: 2002.744507
	Iteration 0F: 2 clusters Score -282673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -279319.281250 Penalty: 4005.489014
	Iteration 0F: 3 clusters Score -279319.3 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -280027.375000 Penalty: 4005.489014
	Iteration 1F: 3 clusters Score -280027.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -280175.218750 Penalty: 4005.489014
	Iteration 2F: 3 clusters Score -280175.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -280256.312500 Penalty: 4005.489014
	Iteration 3Q: 3 clusters Score -280256.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -280315.531250 Penalty: 4005.489014
	Iteration 4Q: 3 clusters Score -280315.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -280361.531250 Penalty: 4005.489014
	Iteration 5Q: 3 clusters Score -280361.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -280390.218750 Penalty: 4005.489014
	Iteration 6Q: 3 clusters Score -280390.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -280412.625000 Penalty: 4005.489014
	Iteration 7Q: 3 clusters Score -280412.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -280427.531250 Penalty: 4005.489014
	Iteration 8Q: 3 clusters Score -280427.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -280445.093750 Penalty: 4005.489014
	Iteration 9Q: 3 clusters Score -280445.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -280459.406250 Penalty: 4005.489014
	Iteration 10Q: 3 clusters Score -280459.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -280470.093750 Penalty: 4005.489014
	Iteration 11Q: 3 clusters Score -280470.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280479.968750 Penalty: 4005.489014
	Iteration 12Q: 3 clusters Score -280480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -280488.125000 Penalty: 4005.489014
	Iteration 13Q: 3 clusters Score -280488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -280494.593750 Penalty: 4005.489014
	Iteration 14Q: 3 clusters Score -280494.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -280498.437500 Penalty: 4005.489014
	Iteration 15Q: 3 clusters Score -280498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280501.656250 Penalty: 4005.489014
	Iteration 16Q: 3 clusters Score -280501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -280503.812500 Penalty: 4005.489014
	Iteration 17Q: 3 clusters Score -280503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -280506.562500 Penalty: 4005.489014
	Iteration 18Q: 3 clusters Score -280506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280510.375000 Penalty: 4005.489014
	Iteration 19Q: 3 clusters Score -280510.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280514.687500 Penalty: 4005.489014
	Iteration 20F: 3 clusters Score -280514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280519.187500 Penalty: 4005.489014
	Iteration 21Q: 3 clusters Score -280519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -280524.437500 Penalty: 4005.489014
	Iteration 22Q: 3 clusters Score -280524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -280530.093750 Penalty: 4005.489014
	Iteration 23Q: 3 clusters Score -280530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280533.437500 Penalty: 4005.489014
	Iteration 24Q: 3 clusters Score -280533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -280536.156250 Penalty: 4005.489014
	Iteration 25Q: 3 clusters Score -280536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -280538.750000 Penalty: 4005.489014
	Iteration 26Q: 3 clusters Score -280538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280540.875000 Penalty: 4005.489014
	Iteration 27Q: 3 clusters Score -280540.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -280544.375000 Penalty: 4005.489014
	Iteration 28Q: 3 clusters Score -280544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -280545.812500 Penalty: 4005.489014
	Iteration 29Q: 3 clusters Score -280545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -280548.156250 Penalty: 4005.489014
	Iteration 30Q: 3 clusters Score -280548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -280549.500000 Penalty: 4005.489014
	Iteration 31Q: 3 clusters Score -280549.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -280549.500000 Penalty: 4005.489014
	Iteration 32F: 3 clusters Score -280549.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181459 members 
Entering Unmasked Estep 
Score: -19412318.000000 Penalty: 3002.978516
	Iteration 0F: 2 clusters Score -1.941232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -19290792.000000 Penalty: 6005.957031
	Iteration 0F: 3 clusters Score -1.929079e+07 nChanged 87204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -19340966.000000 Penalty: 6005.957031
	Iteration 1F: 3 clusters Score -1.934097e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -19341932.000000 Penalty: 6005.957031
	Iteration 2Q: 3 clusters Score -1.934193e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -19343132.000000 Penalty: 6005.957031
	Iteration 3Q: 3 clusters Score -1.934313e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -19344550.000000 Penalty: 6005.957031
	Iteration 4Q: 3 clusters Score -1.934455e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -19346694.000000 Penalty: 6005.957031
	Iteration 5Q: 3 clusters Score -1.934669e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -19350462.000000 Penalty: 6005.957031
	Iteration 6Q: 3 clusters Score -1.935046e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -19357208.000000 Penalty: 6005.957031
	Iteration 7F: 3 clusters Score -1.935721e+07 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -19368512.000000 Penalty: 6005.957031
	Iteration 8F: 3 clusters Score -1.936851e+07 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -19383620.000000 Penalty: 6005.957031
	Iteration 9F: 3 clusters Score -1.938362e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167150 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -19397124.000000 Penalty: 6005.957031
	Iteration 10F: 3 clusters Score -1.939712e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -19404710.000000 Penalty: 6005.957031
	Iteration 11Q: 3 clusters Score -1.940471e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19407776.000000 Penalty: 6005.957031
	Iteration 12Q: 3 clusters Score -1.940778e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180407 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19408984.000000 Penalty: 6005.957031
	Iteration 13Q: 3 clusters Score -1.940898e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180840 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19409412.000000 Penalty: 6005.957031
	Iteration 14Q: 3 clusters Score -1.940941e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180971 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19409586.000000 Penalty: 6005.957031
	Iteration 15Q: 3 clusters Score -1.940959e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181037 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19409668.000000 Penalty: 6005.957031
	Iteration 16Q: 3 clusters Score -1.940967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19409710.000000 Penalty: 6005.957031
	Iteration 17Q: 3 clusters Score -1.940971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181085 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19409734.000000 Penalty: 6005.957031
	Iteration 18Q: 3 clusters Score -1.940973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19409760.000000 Penalty: 6005.957031
	Iteration 19Q: 3 clusters Score -1.940976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181101 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19409772.000000 Penalty: 6005.957031
	Iteration 20F: 3 clusters Score -1.940977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19409772.000000 Penalty: 6005.957031
	Iteration 21Q: 3 clusters Score -1.940977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181114 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19409788.000000 Penalty: 6005.957031
	Iteration 22Q: 3 clusters Score -1.940979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19409810.000000 Penalty: 6005.957031
	Iteration 23Q: 3 clusters Score -1.940981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181121 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19409830.000000 Penalty: 6005.957031
	Iteration 24Q: 3 clusters Score -1.940983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181122 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19409834.000000 Penalty: 6005.957031
	Iteration 25Q: 3 clusters Score -1.940983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181122 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19409822.000000 Penalty: 6005.957031
	Iteration 26Q: 3 clusters Score -1.940982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19409814.000000 Penalty: 6005.957031
	Iteration 27Q: 3 clusters Score -1.940981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19409820.000000 Penalty: 6005.957031
	Iteration 28Q: 3 clusters Score -1.940982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181126 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19409818.000000 Penalty: 6005.957031
	Iteration 29Q: 3 clusters Score -1.940982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181126 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19409818.000000 Penalty: 6005.957031
	Iteration 30F: 3 clusters Score -1.940982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -121464.632812 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -121464.6 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 601 members 
Entering Unmasked Estep 
Score: -119358.578125 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -119358.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -119736.257812 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -119736.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119869.203125 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -119869.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119965.078125 Penalty: 3532.541748
	Iteration 3Q: 3 clusters Score -119965.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120066.148438 Penalty: 3532.541748
	Iteration 4Q: 3 clusters Score -120066.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120136.601562 Penalty: 3532.541748
	Iteration 5Q: 3 clusters Score -120136.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120206.421875 Penalty: 3532.541748
	Iteration 6Q: 3 clusters Score -120206.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120250.156250 Penalty: 3532.541748
	Iteration 7Q: 3 clusters Score -120250.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120289.710938 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -120289.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120324.781250 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -120324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120345.468750 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -120345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120361.039062 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -120361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -120373.921875 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -120373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -120382.296875 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -120382.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120390.187500 Penalty: 3532.541748
	Iteration 14Q: 3 clusters Score -120390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120394.625000 Penalty: 3532.541748
	Iteration 15Q: 3 clusters Score -120394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -120399.992188 Penalty: 3532.541748
	Iteration 16Q: 3 clusters Score -120400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -120402.484375 Penalty: 3532.541748
	Iteration 17Q: 3 clusters Score -120402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -120407.585938 Penalty: 3532.541748
	Iteration 18Q: 3 clusters Score -120407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120412.265625 Penalty: 3532.541748
	Iteration 19Q: 3 clusters Score -120412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -120416.304688 Penalty: 3532.541748
	Iteration 20F: 3 clusters Score -120416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120419.601562 Penalty: 3532.541748
	Iteration 21Q: 3 clusters Score -120419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120420.929688 Penalty: 3532.541748
	Iteration 22Q: 3 clusters Score -120420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -120422.085938 Penalty: 3532.541748
	Iteration 23Q: 3 clusters Score -120422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -120423.390625 Penalty: 3532.541748
	Iteration 24Q: 3 clusters Score -120423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -120423.390625 Penalty: 3532.541748
	Iteration 25F: 3 clusters Score -120423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (325187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325187 members 
Entering Unmasked Estep 
Score: -34497284.000000 Penalty: 3147.654541
	Iteration 0F: 2 clusters Score -3.449728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -34281996.000000 Penalty: 6295.309082
	Iteration 0F: 3 clusters Score -3.4282e+07 nChanged 157829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -34377556.000000 Penalty: 6295.309082
	Iteration 1F: 3 clusters Score -3.437756e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153977 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -34380632.000000 Penalty: 6295.309082
	Iteration 2Q: 3 clusters Score -3.438063e+07 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -34385624.000000 Penalty: 6295.309082
	Iteration 3Q: 3 clusters Score -3.438562e+07 nChanged 17314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137955 members 
Mstep: Class 2 contains 187232 members 
Entering Unmasked Estep 
Score: -34394752.000000 Penalty: 6295.309082
	Iteration 4F: 3 clusters Score -3.439475e+07 nChanged 22192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 201374 members 
Entering Unmasked Estep 
Score: -34410512.000000 Penalty: 6295.309082
	Iteration 5F: 3 clusters Score -3.441051e+07 nChanged 25355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 218237 members 
Entering Unmasked Estep 
Score: -34432224.000000 Penalty: 6295.309082
	Iteration 6F: 3 clusters Score -3.443222e+07 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 232771 members 
Entering Unmasked Estep 
Score: -34453764.000000 Penalty: 6295.309082
	Iteration 7F: 3 clusters Score -3.445376e+07 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 241773 members 
Entering Unmasked Estep 
Score: -34466328.000000 Penalty: 6295.309082
	Iteration 8F: 3 clusters Score -3.446633e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 247704 members 
Entering Unmasked Estep 
Score: -34471404.000000 Penalty: 6295.309082
	Iteration 9Q: 3 clusters Score -3.44714e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 252659 members 
Entering Unmasked Estep 
Score: -34473944.000000 Penalty: 6295.309082
	Iteration 10Q: 3 clusters Score -3.447394e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 257271 members 
Entering Unmasked Estep 
Score: -34475640.000000 Penalty: 6295.309082
	Iteration 11Q: 3 clusters Score -3.447564e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 261842 members 
Entering Unmasked Estep 
Score: -34477560.000000 Penalty: 6295.309082
	Iteration 12Q: 3 clusters Score -3.447756e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 266254 members 
Entering Unmasked Estep 
Score: -34479108.000000 Penalty: 6295.309082
	Iteration 13Q: 3 clusters Score -3.447911e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 270473 members 
Entering Unmasked Estep 
Score: -34480380.000000 Penalty: 6295.309082
	Iteration 14Q: 3 clusters Score -3.448038e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 274577 members 
Entering Unmasked Estep 
Score: -34481844.000000 Penalty: 6295.309082
	Iteration 15Q: 3 clusters Score -3.448184e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 278482 members 
Entering Unmasked Estep 
Score: -34483044.000000 Penalty: 6295.309082
	Iteration 16Q: 3 clusters Score -3.448304e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 282233 members 
Entering Unmasked Estep 
Score: -34484204.000000 Penalty: 6295.309082
	Iteration 17Q: 3 clusters Score -3.44842e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 285930 members 
Entering Unmasked Estep 
Score: -34485368.000000 Penalty: 6295.309082
	Iteration 18Q: 3 clusters Score -3.448537e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 289393 members 
Entering Unmasked Estep 
Score: -34486696.000000 Penalty: 6295.309082
	Iteration 19Q: 3 clusters Score -3.44867e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 292608 members 
Entering Unmasked Estep 
Score: -34487680.000000 Penalty: 6295.309082
	Iteration 20F: 3 clusters Score -3.448768e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 295608 members 
Entering Unmasked Estep 
Score: -34488516.000000 Penalty: 6295.309082
	Iteration 21Q: 3 clusters Score -3.448852e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 298332 members 
Entering Unmasked Estep 
Score: -34489432.000000 Penalty: 6295.309082
	Iteration 22Q: 3 clusters Score -3.448943e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 300863 members 
Entering Unmasked Estep 
Score: -34490476.000000 Penalty: 6295.309082
	Iteration 23Q: 3 clusters Score -3.449048e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 303133 members 
Entering Unmasked Estep 
Score: -34491196.000000 Penalty: 6295.309082
	Iteration 24Q: 3 clusters Score -3.44912e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 305216 members 
Entering Unmasked Estep 
Score: -34491776.000000 Penalty: 6295.309082
	Iteration 25Q: 3 clusters Score -3.449178e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 307060 members 
Entering Unmasked Estep 
Score: -34492408.000000 Penalty: 6295.309082
	Iteration 26Q: 3 clusters Score -3.449241e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 308813 members 
Entering Unmasked Estep 
Score: -34492892.000000 Penalty: 6295.309082
	Iteration 27Q: 3 clusters Score -3.449289e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 310370 members 
Entering Unmasked Estep 
Score: -34493312.000000 Penalty: 6295.309082
	Iteration 28Q: 3 clusters Score -3.449331e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 311779 members 
Entering Unmasked Estep 
Score: -34493812.000000 Penalty: 6295.309082
	Iteration 29Q: 3 clusters Score -3.449381e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 313044 members 
Entering Unmasked Estep 
Score: -34494104.000000 Penalty: 6295.309082
	Iteration 30Q: 3 clusters Score -3.44941e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 314183 members 
Entering Unmasked Estep 
Score: -34494296.000000 Penalty: 6295.309082
	Iteration 31Q: 3 clusters Score -3.44943e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 315160 members 
Entering Unmasked Estep 
Score: -34494548.000000 Penalty: 6295.309082
	Iteration 32Q: 3 clusters Score -3.449455e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 315997 members 
Entering Unmasked Estep 
Score: -34494808.000000 Penalty: 6295.309082
	Iteration 33Q: 3 clusters Score -3.449481e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 316740 members 
Entering Unmasked Estep 
Score: -34494984.000000 Penalty: 6295.309082
	Iteration 34Q: 3 clusters Score -3.449498e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 317381 members 
Entering Unmasked Estep 
Score: -34495092.000000 Penalty: 6295.309082
	Iteration 35Q: 3 clusters Score -3.449509e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 317935 members 
Entering Unmasked Estep 
Score: -34495276.000000 Penalty: 6295.309082
	Iteration 36Q: 3 clusters Score -3.449528e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 318413 members 
Entering Unmasked Estep 
Score: -34495328.000000 Penalty: 6295.309082
	Iteration 37Q: 3 clusters Score -3.449533e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 318832 members 
Entering Unmasked Estep 
Score: -34495452.000000 Penalty: 6295.309082
	Iteration 38Q: 3 clusters Score -3.449545e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 319201 members 
Entering Unmasked Estep 
Score: -34495564.000000 Penalty: 6295.309082
	Iteration 39Q: 3 clusters Score -3.449556e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 319537 members 
Entering Unmasked Estep 
Score: -34495728.000000 Penalty: 6295.309082
	Iteration 40F: 3 clusters Score -3.449573e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 319840 members 
Entering Unmasked Estep 
Score: -34495812.000000 Penalty: 6295.309082
	Iteration 41Q: 3 clusters Score -3.449581e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 320084 members 
Entering Unmasked Estep 
Score: -34495868.000000 Penalty: 6295.309082
	Iteration 42Q: 3 clusters Score -3.449587e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 320298 members 
Entering Unmasked Estep 
Score: -34495876.000000 Penalty: 6295.309082
	Iteration 43Q: 3 clusters Score -3.449588e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 320481 members 
Entering Unmasked Estep 
Score: -34495944.000000 Penalty: 6295.309082
	Iteration 44Q: 3 clusters Score -3.449594e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 320652 members 
Entering Unmasked Estep 
Score: -34495928.000000 Penalty: 6295.309082
	Iteration 45Q: 3 clusters Score -3.449593e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 320791 members 
Entering Unmasked Estep 
Score: -34495948.000000 Penalty: 6295.309082
	Iteration 46Q: 3 clusters Score -3.449595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 320914 members 
Entering Unmasked Estep 
Score: -34496024.000000 Penalty: 6295.309082
	Iteration 47Q: 3 clusters Score -3.449602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 320999 members 
Entering Unmasked Estep 
Score: -34496036.000000 Penalty: 6295.309082
	Iteration 48Q: 3 clusters Score -3.449604e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 321083 members 
Entering Unmasked Estep 
Score: -34496076.000000 Penalty: 6295.309082
	Iteration 49Q: 3 clusters Score -3.449608e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 321155 members 
Entering Unmasked Estep 
Score: -34496076.000000 Penalty: 6295.309082
	Iteration 50Q: 3 clusters Score -3.449608e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 321230 members 
Entering Unmasked Estep 
Score: -34496072.000000 Penalty: 6295.309082
	Iteration 51Q: 3 clusters Score -3.449607e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 321298 members 
Entering Unmasked Estep 
Score: -34496068.000000 Penalty: 6295.309082
	Iteration 52Q: 3 clusters Score -3.449607e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 321360 members 
Entering Unmasked Estep 
Score: -34496096.000000 Penalty: 6295.309082
	Iteration 53Q: 3 clusters Score -3.44961e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 321418 members 
Entering Unmasked Estep 
Score: -34496080.000000 Penalty: 6295.309082
	Iteration 54Q: 3 clusters Score -3.449608e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 321468 members 
Entering Unmasked Estep 
Score: -34496104.000000 Penalty: 6295.309082
	Iteration 55Q: 3 clusters Score -3.44961e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 321521 members 
Entering Unmasked Estep 
Score: -34496132.000000 Penalty: 6295.309082
	Iteration 56Q: 3 clusters Score -3.449613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 321566 members 
Entering Unmasked Estep 
Score: -34496136.000000 Penalty: 6295.309082
	Iteration 57Q: 3 clusters Score -3.449614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 321611 members 
Entering Unmasked Estep 
Score: -34496096.000000 Penalty: 6295.309082
	Iteration 58Q: 3 clusters Score -3.44961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 321650 members 
Entering Unmasked Estep 
Score: -34496128.000000 Penalty: 6295.309082
	Iteration 59Q: 3 clusters Score -3.449613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 321680 members 
Entering Unmasked Estep 
Score: -34496120.000000 Penalty: 6295.309082
	Iteration 60F: 3 clusters Score -3.449612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 321697 members 
Entering Unmasked Estep 
Score: -34496124.000000 Penalty: 6295.309082
	Iteration 61Q: 3 clusters Score -3.449612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 321717 members 
Entering Unmasked Estep 
Score: -34496104.000000 Penalty: 6295.309082
	Iteration 62Q: 3 clusters Score -3.44961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 321746 members 
Entering Unmasked Estep 
Score: -34496100.000000 Penalty: 6295.309082
	Iteration 63Q: 3 clusters Score -3.44961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 321760 members 
Entering Unmasked Estep 
Score: -34496096.000000 Penalty: 6295.309082
	Iteration 64Q: 3 clusters Score -3.44961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 321765 members 
Entering Unmasked Estep 
Score: -34496100.000000 Penalty: 6295.309082
	Iteration 65Q: 3 clusters Score -3.44961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 321784 members 
Entering Unmasked Estep 
Score: -34496116.000000 Penalty: 6295.309082
	Iteration 66Q: 3 clusters Score -3.449612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 321807 members 
Entering Unmasked Estep 
Score: -34496124.000000 Penalty: 6295.309082
	Iteration 67Q: 3 clusters Score -3.449612e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 321834 members 
Entering Unmasked Estep 
Score: -34496128.000000 Penalty: 6295.309082
	Iteration 68Q: 3 clusters Score -3.449613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 321854 members 
Entering Unmasked Estep 
Score: -34496124.000000 Penalty: 6295.309082
	Iteration 69Q: 3 clusters Score -3.449612e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 321869 members 
Entering Unmasked Estep 
Score: -34496112.000000 Penalty: 6295.309082
	Iteration 70Q: 3 clusters Score -3.449611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 321881 members 
Entering Unmasked Estep 
Score: -34496120.000000 Penalty: 6295.309082
	Iteration 71Q: 3 clusters Score -3.449612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 321894 members 
Entering Unmasked Estep 
Score: -34496120.000000 Penalty: 6295.309082
	Iteration 72Q: 3 clusters Score -3.449612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 321897 members 
Entering Unmasked Estep 
Score: -34496128.000000 Penalty: 6295.309082
	Iteration 73Q: 3 clusters Score -3.449613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 321903 members 
Entering Unmasked Estep 
Score: -34496096.000000 Penalty: 6295.309082
	Iteration 74Q: 3 clusters Score -3.44961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 321909 members 
Entering Unmasked Estep 
Score: -34496108.000000 Penalty: 6295.309082
	Iteration 75Q: 3 clusters Score -3.449611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 321913 members 
Entering Unmasked Estep 
Score: -34496112.000000 Penalty: 6295.309082
	Iteration 76Q: 3 clusters Score -3.449611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 321917 members 
Entering Unmasked Estep 
Score: -34496132.000000 Penalty: 6295.309082
	Iteration 77Q: 3 clusters Score -3.449613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 321920 members 
Entering Unmasked Estep 
Score: -34496128.000000 Penalty: 6295.309082
	Iteration 78Q: 3 clusters Score -3.449613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 321924 members 
Entering Unmasked Estep 
Score: -34496124.000000 Penalty: 6295.309082
	Iteration 79Q: 3 clusters Score -3.449612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 321927 members 
Entering Unmasked Estep 
Score: -34496124.000000 Penalty: 6295.309082
	Iteration 80F: 3 clusters Score -3.449612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 321927 members 
Entering Unmasked Estep 
Score: -34496148.000000 Penalty: 6295.309082
	Iteration 81Q: 3 clusters Score -3.449615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 321933 members 
Entering Unmasked Estep 
Score: -34496124.000000 Penalty: 6295.309082
	Iteration 82Q: 3 clusters Score -3.449612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 321938 members 
Entering Unmasked Estep 
Score: -34496132.000000 Penalty: 6295.309082
	Iteration 83Q: 3 clusters Score -3.449613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 321941 members 
Entering Unmasked Estep 
Score: -34496128.000000 Penalty: 6295.309082
	Iteration 84Q: 3 clusters Score -3.449613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 321943 members 
Entering Unmasked Estep 
Score: -34496132.000000 Penalty: 6295.309082
	Iteration 85Q: 3 clusters Score -3.449613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 321941 members 
Entering Unmasked Estep 
Score: -34496148.000000 Penalty: 6295.309082
	Iteration 86Q: 3 clusters Score -3.449615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 321939 members 
Entering Unmasked Estep 
Score: -34496160.000000 Penalty: 6295.309082
	Iteration 87Q: 3 clusters Score -3.449616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 321941 members 
Entering Unmasked Estep 
Score: -34496184.000000 Penalty: 6295.309082
	Iteration 88Q: 3 clusters Score -3.449618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 321943 members 
Entering Unmasked Estep 
Score: -34496176.000000 Penalty: 6295.309082
	Iteration 89Q: 3 clusters Score -3.449618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 321946 members 
Entering Unmasked Estep 
Score: -34496188.000000 Penalty: 6295.309082
	Iteration 90Q: 3 clusters Score -3.449619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 321950 members 
Entering Unmasked Estep 
Score: -34496164.000000 Penalty: 6295.309082
	Iteration 91Q: 3 clusters Score -3.449616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 321952 members 
Entering Unmasked Estep 
Score: -34496188.000000 Penalty: 6295.309082
	Iteration 92Q: 3 clusters Score -3.449619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 321954 members 
Entering Unmasked Estep 
Score: -34496200.000000 Penalty: 6295.309082
	Iteration 93Q: 3 clusters Score -3.44962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 321953 members 
Entering Unmasked Estep 
Score: -34496196.000000 Penalty: 6295.309082
	Iteration 94Q: 3 clusters Score -3.44962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 321953 members 
Entering Unmasked Estep 
Score: -34496204.000000 Penalty: 6295.309082
	Iteration 95Q: 3 clusters Score -3.44962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 321958 members 
Entering Unmasked Estep 
Score: -34496188.000000 Penalty: 6295.309082
	Iteration 96Q: 3 clusters Score -3.449619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 321972 members 
Entering Unmasked Estep 
Score: -34496220.000000 Penalty: 6295.309082
	Iteration 97Q: 3 clusters Score -3.449622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 321983 members 
Entering Unmasked Estep 
Score: -34496240.000000 Penalty: 6295.309082
	Iteration 98Q: 3 clusters Score -3.449624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 321983 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6295.309082
	Iteration 99Q: 3 clusters Score -3.449622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 321991 members 
Entering Unmasked Estep 
Score: -34496232.000000 Penalty: 6295.309082
	Iteration 100F: 3 clusters Score -3.449623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 321995 members 
Entering Unmasked Estep 
Score: -34496244.000000 Penalty: 6295.309082
	Iteration 101Q: 3 clusters Score -3.449624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 321997 members 
Entering Unmasked Estep 
Score: -34496260.000000 Penalty: 6295.309082
	Iteration 102Q: 3 clusters Score -3.449626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 322000 members 
Entering Unmasked Estep 
Score: -34496272.000000 Penalty: 6295.309082
	Iteration 103Q: 3 clusters Score -3.449627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 322008 members 
Entering Unmasked Estep 
Score: -34496260.000000 Penalty: 6295.309082
	Iteration 104Q: 3 clusters Score -3.449626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 322013 members 
Entering Unmasked Estep 
Score: -34496244.000000 Penalty: 6295.309082
	Iteration 105Q: 3 clusters Score -3.449624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 322019 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6295.309082
	Iteration 106Q: 3 clusters Score -3.449622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 322017 members 
Entering Unmasked Estep 
Score: -34496248.000000 Penalty: 6295.309082
	Iteration 107Q: 3 clusters Score -3.449625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 322014 members 
Entering Unmasked Estep 
Score: -34496240.000000 Penalty: 6295.309082
	Iteration 108Q: 3 clusters Score -3.449624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 322013 members 
Entering Unmasked Estep 
Score: -34496228.000000 Penalty: 6295.309082
	Iteration 109Q: 3 clusters Score -3.449623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 322011 members 
Entering Unmasked Estep 
Score: -34496212.000000 Penalty: 6295.309082
	Iteration 110Q: 3 clusters Score -3.449621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 322006 members 
Entering Unmasked Estep 
Score: -34496220.000000 Penalty: 6295.309082
	Iteration 111Q: 3 clusters Score -3.449622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34496224.000000 Penalty: 6295.309082
	Iteration 112Q: 3 clusters Score -3.449622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 322008 members 
Entering Unmasked Estep 
Score: -34496236.000000 Penalty: 6295.309082
	Iteration 113Q: 3 clusters Score -3.449624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 322005 members 
Entering Unmasked Estep 
Score: -34496196.000000 Penalty: 6295.309082
	Iteration 114Q: 3 clusters Score -3.44962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 321994 members 
Entering Unmasked Estep 
Score: -34496200.000000 Penalty: 6295.309082
	Iteration 115Q: 3 clusters Score -3.44962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 321989 members 
Entering Unmasked Estep 
Score: -34496204.000000 Penalty: 6295.309082
	Iteration 116Q: 3 clusters Score -3.44962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 321988 members 
Entering Unmasked Estep 
Score: -34496220.000000 Penalty: 6295.309082
	Iteration 117Q: 3 clusters Score -3.449622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 321987 members 
Entering Unmasked Estep 
Score: -34496224.000000 Penalty: 6295.309082
	Iteration 118Q: 3 clusters Score -3.449622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 321992 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6295.309082
	Iteration 119Q: 3 clusters Score -3.449622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 321997 members 
Entering Unmasked Estep 
Score: -34496208.000000 Penalty: 6295.309082
	Iteration 120F: 3 clusters Score -3.449621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 321998 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6295.309082
	Iteration 121Q: 3 clusters Score -3.449622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 321999 members 
Entering Unmasked Estep 
Score: -34496196.000000 Penalty: 6295.309082
	Iteration 122Q: 3 clusters Score -3.44962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 322001 members 
Entering Unmasked Estep 
Score: -34496208.000000 Penalty: 6295.309082
	Iteration 123Q: 3 clusters Score -3.449621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 322005 members 
Entering Unmasked Estep 
Score: -34496204.000000 Penalty: 6295.309082
	Iteration 124Q: 3 clusters Score -3.44962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 322009 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6295.309082
	Iteration 125Q: 3 clusters Score -3.449622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 322006 members 
Entering Unmasked Estep 
Score: -34496204.000000 Penalty: 6295.309082
	Iteration 126Q: 3 clusters Score -3.44962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 321997 members 
Entering Unmasked Estep 
Score: -34496228.000000 Penalty: 6295.309082
	Iteration 127Q: 3 clusters Score -3.449623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 321992 members 
Entering Unmasked Estep 
Score: -34496220.000000 Penalty: 6295.309082
	Iteration 128Q: 3 clusters Score -3.449622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 321994 members 
Entering Unmasked Estep 
Score: -34496244.000000 Penalty: 6295.309082
	Iteration 129Q: 3 clusters Score -3.449624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 321994 members 
Entering Unmasked Estep 
Score: -34496260.000000 Penalty: 6295.309082
	Iteration 130Q: 3 clusters Score -3.449626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 321999 members 
Entering Unmasked Estep 
Score: -34496248.000000 Penalty: 6295.309082
	Iteration 131Q: 3 clusters Score -3.449625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34496264.000000 Penalty: 6295.309082
	Iteration 132Q: 3 clusters Score -3.449626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 322009 members 
Entering Unmasked Estep 
Score: -34496280.000000 Penalty: 6295.309082
	Iteration 133Q: 3 clusters Score -3.449628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 322013 members 
Entering Unmasked Estep 
Score: -34496264.000000 Penalty: 6295.309082
	Iteration 134Q: 3 clusters Score -3.449626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 322020 members 
Entering Unmasked Estep 
Score: -34496252.000000 Penalty: 6295.309082
	Iteration 135Q: 3 clusters Score -3.449625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 322033 members 
Entering Unmasked Estep 
Score: -34496252.000000 Penalty: 6295.309082
	Iteration 136Q: 3 clusters Score -3.449625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 322039 members 
Entering Unmasked Estep 
Score: -34496236.000000 Penalty: 6295.309082
	Iteration 137Q: 3 clusters Score -3.449624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 322054 members 
Entering Unmasked Estep 
Score: -34496236.000000 Penalty: 6295.309082
	Iteration 138Q: 3 clusters Score -3.449624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 322064 members 
Entering Unmasked Estep 
Score: -34496256.000000 Penalty: 6295.309082
	Iteration 139Q: 3 clusters Score -3.449626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 322073 members 
Entering Unmasked Estep 
Score: -34496240.000000 Penalty: 6295.309082
	Iteration 140F: 3 clusters Score -3.449624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 322074 members 
Entering Unmasked Estep 
Score: -34496232.000000 Penalty: 6295.309082
	Iteration 141Q: 3 clusters Score -3.449623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 322080 members 
Entering Unmasked Estep 
Score: -34496220.000000 Penalty: 6295.309082
	Iteration 142Q: 3 clusters Score -3.449622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 322085 members 
Entering Unmasked Estep 
Score: -34496208.000000 Penalty: 6295.309082
	Iteration 143Q: 3 clusters Score -3.449621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 322092 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6295.309082
	Iteration 144Q: 3 clusters Score -3.449622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 322095 members 
Entering Unmasked Estep 
Score: -34496224.000000 Penalty: 6295.309082
	Iteration 145Q: 3 clusters Score -3.449622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 322098 members 
Entering Unmasked Estep 
Score: -34496224.000000 Penalty: 6295.309082
	Iteration 146Q: 3 clusters Score -3.449622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 322105 members 
Entering Unmasked Estep 
Score: -34496228.000000 Penalty: 6295.309082
	Iteration 147Q: 3 clusters Score -3.449623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 322117 members 
Entering Unmasked Estep 
Score: -34496276.000000 Penalty: 6295.309082
	Iteration 148Q: 3 clusters Score -3.449628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 322125 members 
Entering Unmasked Estep 
Score: -34496268.000000 Penalty: 6295.309082
	Iteration 149Q: 3 clusters Score -3.449627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 322124 members 
Entering Unmasked Estep 
Score: -34496292.000000 Penalty: 6295.309082
	Iteration 150Q: 3 clusters Score -3.449629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 322125 members 
Entering Unmasked Estep 
Score: -34496288.000000 Penalty: 6295.309082
	Iteration 151Q: 3 clusters Score -3.449629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 322122 members 
Entering Unmasked Estep 
Score: -34496308.000000 Penalty: 6295.309082
	Iteration 152Q: 3 clusters Score -3.449631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 322126 members 
Entering Unmasked Estep 
Score: -34496344.000000 Penalty: 6295.309082
	Iteration 153Q: 3 clusters Score -3.449634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 322129 members 
Entering Unmasked Estep 
Score: -34496308.000000 Penalty: 6295.309082
	Iteration 154Q: 3 clusters Score -3.449631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 322140 members 
Entering Unmasked Estep 
Score: -34496304.000000 Penalty: 6295.309082
	Iteration 155Q: 3 clusters Score -3.44963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 322144 members 
Entering Unmasked Estep 
Score: -34496304.000000 Penalty: 6295.309082
	Iteration 156Q: 3 clusters Score -3.44963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 322150 members 
Entering Unmasked Estep 
Score: -34496320.000000 Penalty: 6295.309082
	Iteration 157Q: 3 clusters Score -3.449632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 322157 members 
Entering Unmasked Estep 
Score: -34496288.000000 Penalty: 6295.309082
	Iteration 158Q: 3 clusters Score -3.449629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 322155 members 
Entering Unmasked Estep 
Score: -34496312.000000 Penalty: 6295.309082
	Iteration 159Q: 3 clusters Score -3.449631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 322159 members 
Entering Unmasked Estep 
Score: -34496324.000000 Penalty: 6295.309082
	Iteration 160F: 3 clusters Score -3.449632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 322165 members 
Entering Unmasked Estep 
Score: -34496276.000000 Penalty: 6295.309082
	Iteration 161Q: 3 clusters Score -3.449628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 322173 members 
Entering Unmasked Estep 
Score: -34496380.000000 Penalty: 6295.309082
	Iteration 162Q: 3 clusters Score -3.449638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 322166 members 
Entering Unmasked Estep 
Score: -34496356.000000 Penalty: 6295.309082
	Iteration 163Q: 3 clusters Score -3.449636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 322167 members 
Entering Unmasked Estep 
Score: -34496396.000000 Penalty: 6295.309082
	Iteration 164Q: 3 clusters Score -3.44964e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 322154 members 
Entering Unmasked Estep 
Score: -34496360.000000 Penalty: 6295.309082
	Iteration 165Q: 3 clusters Score -3.449636e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 322151 members 
Entering Unmasked Estep 
Score: -34496376.000000 Penalty: 6295.309082
	Iteration 166Q: 3 clusters Score -3.449638e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 322152 members 
Entering Unmasked Estep 
Score: -34496400.000000 Penalty: 6295.309082
	Iteration 167Q: 3 clusters Score -3.44964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 322150 members 
Entering Unmasked Estep 
Score: -34496460.000000 Penalty: 6295.309082
	Iteration 168Q: 3 clusters Score -3.449646e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 322140 members 
Entering Unmasked Estep 
Score: -34496524.000000 Penalty: 6295.309082
	Iteration 169Q: 3 clusters Score -3.449652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 322145 members 
Entering Unmasked Estep 
Score: -34496496.000000 Penalty: 6295.309082
	Iteration 170Q: 3 clusters Score -3.44965e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 322146 members 
Entering Unmasked Estep 
Score: -34496504.000000 Penalty: 6295.309082
	Iteration 171Q: 3 clusters Score -3.44965e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 322144 members 
Entering Unmasked Estep 
Score: -34496540.000000 Penalty: 6295.309082
	Iteration 172Q: 3 clusters Score -3.449654e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 322134 members 
Entering Unmasked Estep 
Score: -34496568.000000 Penalty: 6295.309082
	Iteration 173Q: 3 clusters Score -3.449657e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 322124 members 
Entering Unmasked Estep 
Score: -34496564.000000 Penalty: 6295.309082
	Iteration 174Q: 3 clusters Score -3.449656e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 322120 members 
Entering Unmasked Estep 
Score: -34496532.000000 Penalty: 6295.309082
	Iteration 175Q: 3 clusters Score -3.449653e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 322103 members 
Entering Unmasked Estep 
Score: -34496612.000000 Penalty: 6295.309082
	Iteration 176Q: 3 clusters Score -3.449661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 322098 members 
Entering Unmasked Estep 
Score: -34496632.000000 Penalty: 6295.309082
	Iteration 177Q: 3 clusters Score -3.449663e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 322087 members 
Entering Unmasked Estep 
Score: -34496596.000000 Penalty: 6295.309082
	Iteration 178Q: 3 clusters Score -3.44966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 322076 members 
Entering Unmasked Estep 
Score: -34496564.000000 Penalty: 6295.309082
	Iteration 179Q: 3 clusters Score -3.449656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 322072 members 
Entering Unmasked Estep 
Score: -34496532.000000 Penalty: 6295.309082
	Iteration 180F: 3 clusters Score -3.449653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 322065 members 
Entering Unmasked Estep 
Score: -34496544.000000 Penalty: 6295.309082
	Iteration 181Q: 3 clusters Score -3.449654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 322060 members 
Entering Unmasked Estep 
Score: -34496520.000000 Penalty: 6295.309082
	Iteration 182Q: 3 clusters Score -3.449652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 322059 members 
Entering Unmasked Estep 
Score: -34496544.000000 Penalty: 6295.309082
	Iteration 183Q: 3 clusters Score -3.449654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 322059 members 
Entering Unmasked Estep 
Score: -34496536.000000 Penalty: 6295.309082
	Iteration 184Q: 3 clusters Score -3.449654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 322057 members 
Entering Unmasked Estep 
Score: -34496588.000000 Penalty: 6295.309082
	Iteration 185Q: 3 clusters Score -3.449659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 322066 members 
Entering Unmasked Estep 
Score: -34496560.000000 Penalty: 6295.309082
	Iteration 186Q: 3 clusters Score -3.449656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 322063 members 
Entering Unmasked Estep 
Score: -34496560.000000 Penalty: 6295.309082
	Iteration 187Q: 3 clusters Score -3.449656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 322068 members 
Entering Unmasked Estep 
Score: -34496568.000000 Penalty: 6295.309082
	Iteration 188Q: 3 clusters Score -3.449657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 322067 members 
Entering Unmasked Estep 
Score: -34496588.000000 Penalty: 6295.309082
	Iteration 189Q: 3 clusters Score -3.449659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 322068 members 
Entering Unmasked Estep 
Score: -34496596.000000 Penalty: 6295.309082
	Iteration 190Q: 3 clusters Score -3.44966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 322066 members 
Entering Unmasked Estep 
Score: -34496568.000000 Penalty: 6295.309082
	Iteration 191Q: 3 clusters Score -3.449657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 322062 members 
Entering Unmasked Estep 
Score: -34496596.000000 Penalty: 6295.309082
	Iteration 192Q: 3 clusters Score -3.44966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 322056 members 
Entering Unmasked Estep 
Score: -34496600.000000 Penalty: 6295.309082
	Iteration 193Q: 3 clusters Score -3.44966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 322051 members 
Entering Unmasked Estep 
Score: -34496604.000000 Penalty: 6295.309082
	Iteration 194Q: 3 clusters Score -3.44966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 322050 members 
Entering Unmasked Estep 
Score: -34496600.000000 Penalty: 6295.309082
	Iteration 195Q: 3 clusters Score -3.44966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 322050 members 
Entering Unmasked Estep 
Score: -34496580.000000 Penalty: 6295.309082
	Iteration 196Q: 3 clusters Score -3.449658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 322043 members 
Entering Unmasked Estep 
Score: -34496608.000000 Penalty: 6295.309082
	Iteration 197Q: 3 clusters Score -3.449661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 322036 members 
Entering Unmasked Estep 
Score: -34496624.000000 Penalty: 6295.309082
	Iteration 198Q: 3 clusters Score -3.449662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 322031 members 
Entering Unmasked Estep 
Score: -34496612.000000 Penalty: 6295.309082
	Iteration 199Q: 3 clusters Score -3.449661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 322025 members 
Entering Unmasked Estep 
Score: -34496612.000000 Penalty: 6295.309082
	Iteration 200F: 3 clusters Score -3.449661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 322023 members 
Entering Unmasked Estep 
Score: -34496624.000000 Penalty: 6295.309082
	Iteration 201Q: 3 clusters Score -3.449662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 322024 members 
Entering Unmasked Estep 
Score: -34496600.000000 Penalty: 6295.309082
	Iteration 202Q: 3 clusters Score -3.44966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 322025 members 
Entering Unmasked Estep 
Score: -34496596.000000 Penalty: 6295.309082
	Iteration 203Q: 3 clusters Score -3.44966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 322023 members 
Entering Unmasked Estep 
Score: -34496596.000000 Penalty: 6295.309082
	Iteration 204Q: 3 clusters Score -3.44966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 322019 members 
Entering Unmasked Estep 
Score: -34496584.000000 Penalty: 6295.309082
	Iteration 205Q: 3 clusters Score -3.449658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 322017 members 
Entering Unmasked Estep 
Score: -34496592.000000 Penalty: 6295.309082
	Iteration 206Q: 3 clusters Score -3.449659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 322014 members 
Entering Unmasked Estep 
Score: -34496604.000000 Penalty: 6295.309082
	Iteration 207Q: 3 clusters Score -3.44966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 322012 members 
Entering Unmasked Estep 
Score: -34496600.000000 Penalty: 6295.309082
	Iteration 208Q: 3 clusters Score -3.44966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 322016 members 
Entering Unmasked Estep 
Score: -34496580.000000 Penalty: 6295.309082
	Iteration 209Q: 3 clusters Score -3.449658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 322015 members 
Entering Unmasked Estep 
Score: -34496608.000000 Penalty: 6295.309082
	Iteration 210Q: 3 clusters Score -3.449661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 322015 members 
Entering Unmasked Estep 
Score: -34496580.000000 Penalty: 6295.309082
	Iteration 211Q: 3 clusters Score -3.449658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 322009 members 
Entering Unmasked Estep 
Score: -34496588.000000 Penalty: 6295.309082
	Iteration 212Q: 3 clusters Score -3.449659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 322009 members 
Entering Unmasked Estep 
Score: -34496604.000000 Penalty: 6295.309082
	Iteration 213Q: 3 clusters Score -3.44966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 322005 members 
Entering Unmasked Estep 
Score: -34496620.000000 Penalty: 6295.309082
	Iteration 214Q: 3 clusters Score -3.449662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 322006 members 
Entering Unmasked Estep 
Score: -34496596.000000 Penalty: 6295.309082
	Iteration 215Q: 3 clusters Score -3.44966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 322007 members 
Entering Unmasked Estep 
Score: -34496612.000000 Penalty: 6295.309082
	Iteration 216Q: 3 clusters Score -3.449661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 322005 members 
Entering Unmasked Estep 
Score: -34496604.000000 Penalty: 6295.309082
	Iteration 217Q: 3 clusters Score -3.44966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 322003 members 
Entering Unmasked Estep 
Score: -34496584.000000 Penalty: 6295.309082
	Iteration 218Q: 3 clusters Score -3.449658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 322001 members 
Entering Unmasked Estep 
Score: -34496592.000000 Penalty: 6295.309082
	Iteration 219Q: 3 clusters Score -3.449659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 321997 members 
Entering Unmasked Estep 
Score: -34496616.000000 Penalty: 6295.309082
	Iteration 220F: 3 clusters Score -3.449662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 321999 members 
Entering Unmasked Estep 
Score: -34496608.000000 Penalty: 6295.309082
	Iteration 221Q: 3 clusters Score -3.449661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 322001 members 
Entering Unmasked Estep 
Score: -34496612.000000 Penalty: 6295.309082
	Iteration 222Q: 3 clusters Score -3.449661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 322008 members 
Entering Unmasked Estep 
Score: -34496632.000000 Penalty: 6295.309082
	Iteration 223Q: 3 clusters Score -3.449663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 322005 members 
Entering Unmasked Estep 
Score: -34496632.000000 Penalty: 6295.309082
	Iteration 224Q: 3 clusters Score -3.449663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 322005 members 
Entering Unmasked Estep 
Score: -34496620.000000 Penalty: 6295.309082
	Iteration 225Q: 3 clusters Score -3.449662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34496624.000000 Penalty: 6295.309082
	Iteration 226Q: 3 clusters Score -3.449662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34496608.000000 Penalty: 6295.309082
	Iteration 227Q: 3 clusters Score -3.449661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 322004 members 
Entering Unmasked Estep 
Score: -34496608.000000 Penalty: 6295.309082
	Iteration 228Q: 3 clusters Score -3.449661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 322002 members 
Entering Unmasked Estep 
Score: -34496608.000000 Penalty: 6295.309082
	Iteration 229Q: 3 clusters Score -3.449661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 322001 members 
Entering Unmasked Estep 
Score: -34496616.000000 Penalty: 6295.309082
	Iteration 230Q: 3 clusters Score -3.449662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 322000 members 
Entering Unmasked Estep 
Score: -34496624.000000 Penalty: 6295.309082
	Iteration 231Q: 3 clusters Score -3.449662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 322000 members 
Entering Unmasked Estep 
Score: -34496624.000000 Penalty: 6295.309082
	Iteration 232F: 3 clusters Score -3.449662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -850949.562500 Penalty: 2235.974854
	Iteration 0F: 2 clusters Score -850949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -844353.375000 Penalty: 4471.949707
	Iteration 0F: 3 clusters Score -844353.4 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -846120.562500 Penalty: 4471.949707
	Iteration 1F: 3 clusters Score -846120.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -846372.875000 Penalty: 4471.949707
	Iteration 2F: 3 clusters Score -846372.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -846548.812500 Penalty: 4471.949707
	Iteration 3F: 3 clusters Score -846548.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -846662.500000 Penalty: 4471.949707
	Iteration 4Q: 3 clusters Score -846662.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -846764.125000 Penalty: 4471.949707
	Iteration 5Q: 3 clusters Score -846764.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -846864.375000 Penalty: 4471.949707
	Iteration 6Q: 3 clusters Score -846864.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -846955.875000 Penalty: 4471.949707
	Iteration 7Q: 3 clusters Score -846955.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -847060.062500 Penalty: 4471.949707
	Iteration 8Q: 3 clusters Score -847060.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -847187.500000 Penalty: 4471.949707
	Iteration 9Q: 3 clusters Score -847187.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -847344.812500 Penalty: 4471.949707
	Iteration 10Q: 3 clusters Score -847344.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -847526.625000 Penalty: 4471.949707
	Iteration 11Q: 3 clusters Score -847526.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -847703.812500 Penalty: 4471.949707
	Iteration 12Q: 3 clusters Score -847703.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -847893.687500 Penalty: 4471.949707
	Iteration 13Q: 3 clusters Score -847893.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -848077.437500 Penalty: 4471.949707
	Iteration 14Q: 3 clusters Score -848077.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -848236.062500 Penalty: 4471.949707
	Iteration 15Q: 3 clusters Score -848236.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -848379.562500 Penalty: 4471.949707
	Iteration 16Q: 3 clusters Score -848379.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -848521.250000 Penalty: 4471.949707
	Iteration 17Q: 3 clusters Score -848521.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -848636.937500 Penalty: 4471.949707
	Iteration 18Q: 3 clusters Score -848636.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -848723.750000 Penalty: 4471.949707
	Iteration 19Q: 3 clusters Score -848723.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -848786.250000 Penalty: 4471.949707
	Iteration 20F: 3 clusters Score -848786.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -848821.125000 Penalty: 4471.949707
	Iteration 21Q: 3 clusters Score -848821.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -848851.625000 Penalty: 4471.949707
	Iteration 22Q: 3 clusters Score -848851.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -848872.000000 Penalty: 4471.949707
	Iteration 23Q: 3 clusters Score -848872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -848894.000000 Penalty: 4471.949707
	Iteration 24Q: 3 clusters Score -848894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -848912.562500 Penalty: 4471.949707
	Iteration 25Q: 3 clusters Score -848912.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -848924.125000 Penalty: 4471.949707
	Iteration 26Q: 3 clusters Score -848924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -848933.312500 Penalty: 4471.949707
	Iteration 27Q: 3 clusters Score -848933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -848941.187500 Penalty: 4471.949707
	Iteration 28Q: 3 clusters Score -848941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -848945.687500 Penalty: 4471.949707
	Iteration 29Q: 3 clusters Score -848945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -848949.250000 Penalty: 4471.949707
	Iteration 30Q: 3 clusters Score -848949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -848953.937500 Penalty: 4471.949707
	Iteration 31Q: 3 clusters Score -848953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -848957.000000 Penalty: 4471.949707
	Iteration 32Q: 3 clusters Score -848957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -848962.500000 Penalty: 4471.949707
	Iteration 33Q: 3 clusters Score -848962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -848966.500000 Penalty: 4471.949707
	Iteration 34Q: 3 clusters Score -848966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -848968.500000 Penalty: 4471.949707
	Iteration 35Q: 3 clusters Score -848968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -848968.250000 Penalty: 4471.949707
	Iteration 36Q: 3 clusters Score -848968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -848971.937500 Penalty: 4471.949707
	Iteration 37Q: 3 clusters Score -848971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -848974.750000 Penalty: 4471.949707
	Iteration 38Q: 3 clusters Score -848974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -848974.125000 Penalty: 4471.949707
	Iteration 39Q: 3 clusters Score -848974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -848977.500000 Penalty: 4471.949707
	Iteration 40F: 3 clusters Score -848977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -848979.687500 Penalty: 4471.949707
	Iteration 41Q: 3 clusters Score -848979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -848983.875000 Penalty: 4471.949707
	Iteration 42Q: 3 clusters Score -848983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -848987.687500 Penalty: 4471.949707
	Iteration 43Q: 3 clusters Score -848987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -848990.500000 Penalty: 4471.949707
	Iteration 44Q: 3 clusters Score -848990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -848992.625000 Penalty: 4471.949707
	Iteration 45Q: 3 clusters Score -848992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -848996.125000 Penalty: 4471.949707
	Iteration 46Q: 3 clusters Score -848996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -849000.250000 Penalty: 4471.949707
	Iteration 47Q: 3 clusters Score -849000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -849009.375000 Penalty: 4471.949707
	Iteration 48Q: 3 clusters Score -849009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -849011.375000 Penalty: 4471.949707
	Iteration 49Q: 3 clusters Score -849011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -849013.562500 Penalty: 4471.949707
	Iteration 50Q: 3 clusters Score -849013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -849018.312500 Penalty: 4471.949707
	Iteration 51Q: 3 clusters Score -849018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -849019.562500 Penalty: 4471.949707
	Iteration 52Q: 3 clusters Score -849019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -849025.937500 Penalty: 4471.949707
	Iteration 53Q: 3 clusters Score -849025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -849027.937500 Penalty: 4471.949707
	Iteration 54Q: 3 clusters Score -849027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -849030.812500 Penalty: 4471.949707
	Iteration 55Q: 3 clusters Score -849030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -849033.125000 Penalty: 4471.949707
	Iteration 56Q: 3 clusters Score -849033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -849034.625000 Penalty: 4471.949707
	Iteration 57Q: 3 clusters Score -849034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -849035.812500 Penalty: 4471.949707
	Iteration 58Q: 3 clusters Score -849035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -849035.812500 Penalty: 4471.949707
	Iteration 59F: 3 clusters Score -849035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -110217.445312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -110217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108160.851562 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -108160.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108500.062500 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -108500.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -108582.765625 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -108582.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108634.570312 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -108634.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108673.851562 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -108673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108700.398438 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -108700.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108709.562500 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -108709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -108716.992188 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -108717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108721.226562 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -108721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108726.851562 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -108726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108731.929688 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -108731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108733.945312 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -108733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108734.828125 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -108734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108736.890625 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -108736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108736.890625 Penalty: 3492.974121
	Iteration 14F: 3 clusters Score -108736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Entering Unmasked Estep 
Score: -1076420.000000 Penalty: 2290.360840
	Iteration 0F: 2 clusters Score -1076420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1068612.375000 Penalty: 4580.721680
	Iteration 0F: 3 clusters Score -1068612 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1070855.750000 Penalty: 4580.721680
	Iteration 1F: 3 clusters Score -1070856 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1071189.250000 Penalty: 4580.721680
	Iteration 2F: 3 clusters Score -1071189 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1071422.875000 Penalty: 4580.721680
	Iteration 3F: 3 clusters Score -1071423 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1071615.875000 Penalty: 4580.721680
	Iteration 4Q: 3 clusters Score -1071616 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1071787.750000 Penalty: 4580.721680
	Iteration 5Q: 3 clusters Score -1071788 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1071959.625000 Penalty: 4580.721680
	Iteration 6Q: 3 clusters Score -1071960 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1072123.375000 Penalty: 4580.721680
	Iteration 7Q: 3 clusters Score -1072123 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1072277.625000 Penalty: 4580.721680
	Iteration 8Q: 3 clusters Score -1072278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1072429.500000 Penalty: 4580.721680
	Iteration 9Q: 3 clusters Score -1072430 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1072572.625000 Penalty: 4580.721680
	Iteration 10Q: 3 clusters Score -1072573 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1072710.250000 Penalty: 4580.721680
	Iteration 11Q: 3 clusters Score -1072710 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1072842.250000 Penalty: 4580.721680
	Iteration 12Q: 3 clusters Score -1072842 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1072992.750000 Penalty: 4580.721680
	Iteration 13Q: 3 clusters Score -1072993 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1073152.750000 Penalty: 4580.721680
	Iteration 14Q: 3 clusters Score -1073153 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1073315.250000 Penalty: 4580.721680
	Iteration 15Q: 3 clusters Score -1073315 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1073477.125000 Penalty: 4580.721680
	Iteration 16Q: 3 clusters Score -1073477 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1073634.000000 Penalty: 4580.721680
	Iteration 17Q: 3 clusters Score -1073634 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1073785.000000 Penalty: 4580.721680
	Iteration 18Q: 3 clusters Score -1073785 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1073909.000000 Penalty: 4580.721680
	Iteration 19Q: 3 clusters Score -1073909 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1073996.875000 Penalty: 4580.721680
	Iteration 20F: 3 clusters Score -1073997 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1074075.250000 Penalty: 4580.721680
	Iteration 21Q: 3 clusters Score -1074075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1074140.125000 Penalty: 4580.721680
	Iteration 22Q: 3 clusters Score -1074140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1074192.625000 Penalty: 4580.721680
	Iteration 23Q: 3 clusters Score -1074193 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1074253.875000 Penalty: 4580.721680
	Iteration 24Q: 3 clusters Score -1074254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1074306.875000 Penalty: 4580.721680
	Iteration 25Q: 3 clusters Score -1074307 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1074355.375000 Penalty: 4580.721680
	Iteration 26Q: 3 clusters Score -1074355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1074396.750000 Penalty: 4580.721680
	Iteration 27Q: 3 clusters Score -1074397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1074427.375000 Penalty: 4580.721680
	Iteration 28Q: 3 clusters Score -1074427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1074453.875000 Penalty: 4580.721680
	Iteration 29Q: 3 clusters Score -1074454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1074480.875000 Penalty: 4580.721680
	Iteration 30Q: 3 clusters Score -1074481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1074496.625000 Penalty: 4580.721680
	Iteration 31Q: 3 clusters Score -1074497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1074510.250000 Penalty: 4580.721680
	Iteration 32Q: 3 clusters Score -1074510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1074524.375000 Penalty: 4580.721680
	Iteration 33Q: 3 clusters Score -1074524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1074535.625000 Penalty: 4580.721680
	Iteration 34Q: 3 clusters Score -1074536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1074541.000000 Penalty: 4580.721680
	Iteration 35Q: 3 clusters Score -1074541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1074555.000000 Penalty: 4580.721680
	Iteration 36Q: 3 clusters Score -1074555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1074562.250000 Penalty: 4580.721680
	Iteration 37Q: 3 clusters Score -1074562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1074566.500000 Penalty: 4580.721680
	Iteration 38Q: 3 clusters Score -1074566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1074577.500000 Penalty: 4580.721680
	Iteration 39Q: 3 clusters Score -1074578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1074585.125000 Penalty: 4580.721680
	Iteration 40F: 3 clusters Score -1074585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1074588.750000 Penalty: 4580.721680
	Iteration 41Q: 3 clusters Score -1074589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1074590.750000 Penalty: 4580.721680
	Iteration 42Q: 3 clusters Score -1074591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1074594.625000 Penalty: 4580.721680
	Iteration 43Q: 3 clusters Score -1074595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1074600.375000 Penalty: 4580.721680
	Iteration 44Q: 3 clusters Score -1074600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1074603.875000 Penalty: 4580.721680
	Iteration 45Q: 3 clusters Score -1074604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1074606.875000 Penalty: 4580.721680
	Iteration 46Q: 3 clusters Score -1074607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1074609.875000 Penalty: 4580.721680
	Iteration 47Q: 3 clusters Score -1074610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1074617.125000 Penalty: 4580.721680
	Iteration 48Q: 3 clusters Score -1074617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1074620.875000 Penalty: 4580.721680
	Iteration 49Q: 3 clusters Score -1074621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1074626.125000 Penalty: 4580.721680
	Iteration 50Q: 3 clusters Score -1074626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1074632.625000 Penalty: 4580.721680
	Iteration 51Q: 3 clusters Score -1074633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1074638.500000 Penalty: 4580.721680
	Iteration 52Q: 3 clusters Score -1074638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1074645.125000 Penalty: 4580.721680
	Iteration 53Q: 3 clusters Score -1074645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1074652.500000 Penalty: 4580.721680
	Iteration 54Q: 3 clusters Score -1074652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1074656.625000 Penalty: 4580.721680
	Iteration 55Q: 3 clusters Score -1074657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1074659.500000 Penalty: 4580.721680
	Iteration 56Q: 3 clusters Score -1074660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1074661.250000 Penalty: 4580.721680
	Iteration 57Q: 3 clusters Score -1074661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1074663.375000 Penalty: 4580.721680
	Iteration 58Q: 3 clusters Score -1074663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1074663.375000 Penalty: 4580.721680
	Iteration 59Q: 3 clusters Score -1074663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1074665.000000 Penalty: 4580.721680
	Iteration 60F: 3 clusters Score -1074665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1074667.375000 Penalty: 4580.721680
	Iteration 61Q: 3 clusters Score -1074667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1074668.000000 Penalty: 4580.721680
	Iteration 62Q: 3 clusters Score -1074668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1074669.000000 Penalty: 4580.721680
	Iteration 63Q: 3 clusters Score -1074669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1074671.750000 Penalty: 4580.721680
	Iteration 64Q: 3 clusters Score -1074672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1074671.625000 Penalty: 4580.721680
	Iteration 65Q: 3 clusters Score -1074672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1074672.250000 Penalty: 4580.721680
	Iteration 66Q: 3 clusters Score -1074672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1074672.375000 Penalty: 4580.721680
	Iteration 67Q: 3 clusters Score -1074672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1074674.750000 Penalty: 4580.721680
	Iteration 68Q: 3 clusters Score -1074675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1074673.750000 Penalty: 4580.721680
	Iteration 69Q: 3 clusters Score -1074674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1074675.125000 Penalty: 4580.721680
	Iteration 70Q: 3 clusters Score -1074675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1074675.625000 Penalty: 4580.721680
	Iteration 71Q: 3 clusters Score -1074676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1074675.625000 Penalty: 4580.721680
	Iteration 72F: 3 clusters Score -1074676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -54066.468750 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -54066.47 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 323 members 
Entering Unmasked Estep 
Score: -52415.140625 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -52415.14 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52673.488281 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -52673.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52826.570312 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -52826.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52923.167969 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -52923.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53021.250000 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -53021.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53142.285156 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -53142.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53321.007812 Penalty: 3207.978516
	Iteration 6F: 3 clusters Score -53321.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53539.898438 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -53539.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53885.941406 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -53885.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54028.203125 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -54028.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54256.843750 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -54256.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55083.878906 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -55083.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55087.742188 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -55087.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55092.464844 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -55092.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55092.464844 Penalty: 3207.978516
	Iteration 14F: 3 clusters Score -55092.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 181459 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 325187 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279405 members 
Mstep: Class 14 contains 58872 members 
Mstep: Class 15 contains 44860 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105455 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 337259 members 
Mstep: Class 21 contains 87117 members 
Mstep: Class 23 contains 31038 members 
Mstep: Class 24 contains 10662 members 
Entering Unmasked Estep 
Score: -158389216.000000 Penalty: 81209.359375
Splitting cluster 9 changes total score from -158390192.000000 to -158389216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -80644.906250 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -80644.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78913.132812 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -78913.13 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79873.992188 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -79873.99 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -80481.250000 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -80481.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80885.062500 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -80885.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -81167.734375 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -81167.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81515.945312 Penalty: 3417.237305
	Iteration 5F: 3 clusters Score -81515.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81865.406250 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -81865.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -82275.890625 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -82275.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82409.867188 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -82409.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82464.234375 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -82464.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82465.671875 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -82465.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82465.671875 Penalty: 3417.237305
	Iteration 11F: 3 clusters Score -82465.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 181459 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 325187 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279405 members 
Mstep: Class 14 contains 58872 members 
Mstep: Class 15 contains 44860 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105455 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 337259 members 
Mstep: Class 21 contains 87117 members 
Mstep: Class 23 contains 31038 members 
Mstep: Class 24 contains 10662 members 
Entering Unmasked Estep 
Score: -158390144.000000 Penalty: 81209.359375
Splitting cluster 10 changes total score from -158390192.000000 to -158390144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 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 237 members 
Entering Unmasked Estep 
Score: -42351.910156 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42351.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42530.683594 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42530.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42591.097656 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -42591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42607.984375 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42607.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42618.406250 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42618.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42619.625000 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42619.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42621.195312 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42622.523438 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -42622.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42624.773438 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -42624.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42630.050781 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -42630.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42634.316406 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -42634.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42643.066406 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -42643.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42654.609375 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -42654.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42660.058594 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -42660.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42660.609375 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -42660.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42660.609375 Penalty: 3049.640381
	Iteration 15F: 3 clusters Score -42660.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -225657.156250 Penalty: 1908.096436
	Iteration 0F: 2 clusters Score -225657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222894.984375 Penalty: 3816.192871
	Iteration 0F: 3 clusters Score -222895 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223484.031250 Penalty: 3816.192871
	Iteration 1F: 3 clusters Score -223484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -223719.937500 Penalty: 3816.192871
	Iteration 2F: 3 clusters Score -223719.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223919.359375 Penalty: 3816.192871
	Iteration 3F: 3 clusters Score -223919.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -224086.265625 Penalty: 3816.192871
	Iteration 4F: 3 clusters Score -224086.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224247.203125 Penalty: 3816.192871
	Iteration 5F: 3 clusters Score -224247.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -224363.171875 Penalty: 3816.192871
	Iteration 6Q: 3 clusters Score -224363.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -224459.562500 Penalty: 3816.192871
	Iteration 7Q: 3 clusters Score -224459.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -224545.812500 Penalty: 3816.192871
	Iteration 8Q: 3 clusters Score -224545.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -224591.109375 Penalty: 3816.192871
	Iteration 9Q: 3 clusters Score -224591.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -224635.312500 Penalty: 3816.192871
	Iteration 10Q: 3 clusters Score -224635.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -224682.718750 Penalty: 3816.192871
	Iteration 11Q: 3 clusters Score -224682.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -224707.296875 Penalty: 3816.192871
	Iteration 12Q: 3 clusters Score -224707.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -224744.734375 Penalty: 3816.192871
	Iteration 13Q: 3 clusters Score -224744.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224787.687500 Penalty: 3816.192871
	Iteration 14Q: 3 clusters Score -224787.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -224860.312500 Penalty: 3816.192871
	Iteration 15Q: 3 clusters Score -224860.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225003.000000 Penalty: 3816.192871
	Iteration 16Q: 3 clusters Score -225003 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -225217.843750 Penalty: 3816.192871
	Iteration 17Q: 3 clusters Score -225217.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -225382.718750 Penalty: 3816.192871
	Iteration 18Q: 3 clusters Score -225382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225421.359375 Penalty: 3816.192871
	Iteration 19Q: 3 clusters Score -225421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -225432.265625 Penalty: 3816.192871
	Iteration 20F: 3 clusters Score -225432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -225435.703125 Penalty: 3816.192871
	Iteration 21Q: 3 clusters Score -225435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225437.078125 Penalty: 3816.192871
	Iteration 22Q: 3 clusters Score -225437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225437.078125 Penalty: 3816.192871
	Iteration 23F: 3 clusters Score -225437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (279405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279405 members 
Entering Unmasked Estep 
Score: -29724444.000000 Penalty: 3110.023682
	Iteration 0F: 2 clusters Score -2.972444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139741 members 
Mstep: Class 2 contains 139664 members 
Entering Unmasked Estep 
Score: -29544556.000000 Penalty: 6220.047363
	Iteration 0F: 3 clusters Score -2.954456e+07 nChanged 135290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 139070 members 
Entering Unmasked Estep 
Score: -29624774.000000 Penalty: 6220.047363
	Iteration 1F: 3 clusters Score -2.962477e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140141 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -29626392.000000 Penalty: 6220.047363
	Iteration 2Q: 3 clusters Score -2.962639e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -29628744.000000 Penalty: 6220.047363
	Iteration 3Q: 3 clusters Score -2.962874e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 140548 members 
Entering Unmasked Estep 
Score: -29632232.000000 Penalty: 6220.047363
	Iteration 4Q: 3 clusters Score -2.963223e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137400 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -29637382.000000 Penalty: 6220.047363
	Iteration 5Q: 3 clusters Score -2.963738e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134895 members 
Mstep: Class 2 contains 144510 members 
Entering Unmasked Estep 
Score: -29645154.000000 Penalty: 6220.047363
	Iteration 6F: 3 clusters Score -2.964515e+07 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -29655750.000000 Penalty: 6220.047363
	Iteration 7F: 3 clusters Score -2.965575e+07 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 151609 members 
Entering Unmasked Estep 
Score: -29669324.000000 Penalty: 6220.047363
	Iteration 8F: 3 clusters Score -2.966932e+07 nChanged 18352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124792 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -29682490.000000 Penalty: 6220.047363
	Iteration 9F: 3 clusters Score -2.968249e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122692 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -29690026.000000 Penalty: 6220.047363
	Iteration 10F: 3 clusters Score -2.969003e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -29692964.000000 Penalty: 6220.047363
	Iteration 11Q: 3 clusters Score -2.969296e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 160207 members 
Entering Unmasked Estep 
Score: -29693970.000000 Penalty: 6220.047363
	Iteration 12Q: 3 clusters Score -2.969397e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -29694682.000000 Penalty: 6220.047363
	Iteration 13Q: 3 clusters Score -2.969468e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -29695284.000000 Penalty: 6220.047363
	Iteration 14Q: 3 clusters Score -2.969528e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113752 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -29695764.000000 Penalty: 6220.047363
	Iteration 15Q: 3 clusters Score -2.969576e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -29696340.000000 Penalty: 6220.047363
	Iteration 16Q: 3 clusters Score -2.969634e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110171 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -29697078.000000 Penalty: 6220.047363
	Iteration 17Q: 3 clusters Score -2.969708e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -29697498.000000 Penalty: 6220.047363
	Iteration 18Q: 3 clusters Score -2.96975e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -29698056.000000 Penalty: 6220.047363
	Iteration 19Q: 3 clusters Score -2.969806e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -29698548.000000 Penalty: 6220.047363
	Iteration 20F: 3 clusters Score -2.969855e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 175942 members 
Entering Unmasked Estep 
Score: -29699004.000000 Penalty: 6220.047363
	Iteration 21Q: 3 clusters Score -2.9699e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 177282 members 
Entering Unmasked Estep 
Score: -29699568.000000 Penalty: 6220.047363
	Iteration 22Q: 3 clusters Score -2.969957e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 178458 members 
Entering Unmasked Estep 
Score: -29700054.000000 Penalty: 6220.047363
	Iteration 23Q: 3 clusters Score -2.970005e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -29700532.000000 Penalty: 6220.047363
	Iteration 24Q: 3 clusters Score -2.970053e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -29701026.000000 Penalty: 6220.047363
	Iteration 25Q: 3 clusters Score -2.970103e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 180804 members 
Entering Unmasked Estep 
Score: -29701410.000000 Penalty: 6220.047363
	Iteration 26Q: 3 clusters Score -2.970141e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 181187 members 
Entering Unmasked Estep 
Score: -29701782.000000 Penalty: 6220.047363
	Iteration 27Q: 3 clusters Score -2.970178e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -29702072.000000 Penalty: 6220.047363
	Iteration 28Q: 3 clusters Score -2.970207e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 181432 members 
Entering Unmasked Estep 
Score: -29702338.000000 Penalty: 6220.047363
	Iteration 29Q: 3 clusters Score -2.970234e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 181295 members 
Entering Unmasked Estep 
Score: -29702610.000000 Penalty: 6220.047363
	Iteration 30Q: 3 clusters Score -2.970261e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 181047 members 
Entering Unmasked Estep 
Score: -29702938.000000 Penalty: 6220.047363
	Iteration 31Q: 3 clusters Score -2.970294e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 180683 members 
Entering Unmasked Estep 
Score: -29703200.000000 Penalty: 6220.047363
	Iteration 32Q: 3 clusters Score -2.97032e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 180213 members 
Entering Unmasked Estep 
Score: -29703252.000000 Penalty: 6220.047363
	Iteration 33Q: 3 clusters Score -2.970325e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 179618 members 
Entering Unmasked Estep 
Score: -29703392.000000 Penalty: 6220.047363
	Iteration 34Q: 3 clusters Score -2.970339e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 178981 members 
Entering Unmasked Estep 
Score: -29703630.000000 Penalty: 6220.047363
	Iteration 35Q: 3 clusters Score -2.970363e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 178179 members 
Entering Unmasked Estep 
Score: -29703780.000000 Penalty: 6220.047363
	Iteration 36Q: 3 clusters Score -2.970378e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 177236 members 
Entering Unmasked Estep 
Score: -29704036.000000 Penalty: 6220.047363
	Iteration 37Q: 3 clusters Score -2.970404e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 176218 members 
Entering Unmasked Estep 
Score: -29704170.000000 Penalty: 6220.047363
	Iteration 38Q: 3 clusters Score -2.970417e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -29704424.000000 Penalty: 6220.047363
	Iteration 39Q: 3 clusters Score -2.970442e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 173951 members 
Entering Unmasked Estep 
Score: -29704574.000000 Penalty: 6220.047363
	Iteration 40F: 3 clusters Score -2.970457e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -29704826.000000 Penalty: 6220.047363
	Iteration 41Q: 3 clusters Score -2.970483e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -29704978.000000 Penalty: 6220.047363
	Iteration 42Q: 3 clusters Score -2.970498e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109167 members 
Mstep: Class 2 contains 170238 members 
Entering Unmasked Estep 
Score: -29705100.000000 Penalty: 6220.047363
	Iteration 43Q: 3 clusters Score -2.97051e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -29705364.000000 Penalty: 6220.047363
	Iteration 44Q: 3 clusters Score -2.970536e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 167651 members 
Entering Unmasked Estep 
Score: -29705704.000000 Penalty: 6220.047363
	Iteration 45Q: 3 clusters Score -2.97057e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 166291 members 
Entering Unmasked Estep 
Score: -29705988.000000 Penalty: 6220.047363
	Iteration 46Q: 3 clusters Score -2.970599e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
Score: -29706064.000000 Penalty: 6220.047363
	Iteration 47Q: 3 clusters Score -2.970606e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -29706342.000000 Penalty: 6220.047363
	Iteration 48Q: 3 clusters Score -2.970634e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117398 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -29706524.000000 Penalty: 6220.047363
	Iteration 49Q: 3 clusters Score -2.970652e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -29706748.000000 Penalty: 6220.047363
	Iteration 50Q: 3 clusters Score -2.970675e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -29707024.000000 Penalty: 6220.047363
	Iteration 51Q: 3 clusters Score -2.970702e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122325 members 
Mstep: Class 2 contains 157080 members 
Entering Unmasked Estep 
Score: -29707420.000000 Penalty: 6220.047363
	Iteration 52Q: 3 clusters Score -2.970742e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -29707524.000000 Penalty: 6220.047363
	Iteration 53Q: 3 clusters Score -2.970752e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -29707710.000000 Penalty: 6220.047363
	Iteration 54Q: 3 clusters Score -2.970771e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127688 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -29707822.000000 Penalty: 6220.047363
	Iteration 55Q: 3 clusters Score -2.970782e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -29708070.000000 Penalty: 6220.047363
	Iteration 56Q: 3 clusters Score -2.970807e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -29708264.000000 Penalty: 6220.047363
	Iteration 57Q: 3 clusters Score -2.970826e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133117 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -29708622.000000 Penalty: 6220.047363
	Iteration 58Q: 3 clusters Score -2.970862e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134954 members 
Mstep: Class 2 contains 144451 members 
Entering Unmasked Estep 
Score: -29708820.000000 Penalty: 6220.047363
	Iteration 59Q: 3 clusters Score -2.970882e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -29709018.000000 Penalty: 6220.047363
	Iteration 60F: 3 clusters Score -2.970902e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -29709280.000000 Penalty: 6220.047363
	Iteration 61Q: 3 clusters Score -2.970928e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -29709514.000000 Penalty: 6220.047363
	Iteration 62Q: 3 clusters Score -2.970951e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 137136 members 
Entering Unmasked Estep 
Score: -29709768.000000 Penalty: 6220.047363
	Iteration 63Q: 3 clusters Score -2.970977e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 135244 members 
Entering Unmasked Estep 
Score: -29710124.000000 Penalty: 6220.047363
	Iteration 64Q: 3 clusters Score -2.971012e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146043 members 
Mstep: Class 2 contains 133362 members 
Entering Unmasked Estep 
Score: -29710374.000000 Penalty: 6220.047363
	Iteration 65Q: 3 clusters Score -2.971037e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 131515 members 
Entering Unmasked Estep 
Score: -29710840.000000 Penalty: 6220.047363
	Iteration 66Q: 3 clusters Score -2.971084e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 129735 members 
Entering Unmasked Estep 
Score: -29711022.000000 Penalty: 6220.047363
	Iteration 67Q: 3 clusters Score -2.971102e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 127980 members 
Entering Unmasked Estep 
Score: -29711208.000000 Penalty: 6220.047363
	Iteration 68Q: 3 clusters Score -2.971121e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153098 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -29711458.000000 Penalty: 6220.047363
	Iteration 69Q: 3 clusters Score -2.971146e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -29711578.000000 Penalty: 6220.047363
	Iteration 70Q: 3 clusters Score -2.971158e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -29711868.000000 Penalty: 6220.047363
	Iteration 71Q: 3 clusters Score -2.971187e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -29711940.000000 Penalty: 6220.047363
	Iteration 72Q: 3 clusters Score -2.971194e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -29711884.000000 Penalty: 6220.047363
	Iteration 73Q: 3 clusters Score -2.971188e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -29712028.000000 Penalty: 6220.047363
	Iteration 74Q: 3 clusters Score -2.971203e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -29712110.000000 Penalty: 6220.047363
	Iteration 75Q: 3 clusters Score -2.971211e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163447 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -29712262.000000 Penalty: 6220.047363
	Iteration 76Q: 3 clusters Score -2.971226e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -29712426.000000 Penalty: 6220.047363
	Iteration 77Q: 3 clusters Score -2.971243e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166097 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -29712644.000000 Penalty: 6220.047363
	Iteration 78Q: 3 clusters Score -2.971264e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -29712740.000000 Penalty: 6220.047363
	Iteration 79Q: 3 clusters Score -2.971274e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168688 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -29712834.000000 Penalty: 6220.047363
	Iteration 80F: 3 clusters Score -2.971283e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169883 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -29712818.000000 Penalty: 6220.047363
	Iteration 81Q: 3 clusters Score -2.971282e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171080 members 
Mstep: Class 2 contains 108325 members 
Entering Unmasked Estep 
Score: -29712774.000000 Penalty: 6220.047363
	Iteration 82Q: 3 clusters Score -2.971277e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172218 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -29712838.000000 Penalty: 6220.047363
	Iteration 83Q: 3 clusters Score -2.971284e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173402 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -29712836.000000 Penalty: 6220.047363
	Iteration 84Q: 3 clusters Score -2.971284e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 104862 members 
Entering Unmasked Estep 
Score: -29712948.000000 Penalty: 6220.047363
	Iteration 85Q: 3 clusters Score -2.971295e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -29712964.000000 Penalty: 6220.047363
	Iteration 86Q: 3 clusters Score -2.971296e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -29713032.000000 Penalty: 6220.047363
	Iteration 87Q: 3 clusters Score -2.971303e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177682 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -29713078.000000 Penalty: 6220.047363
	Iteration 88Q: 3 clusters Score -2.971308e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178647 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -29713056.000000 Penalty: 6220.047363
	Iteration 89Q: 3 clusters Score -2.971306e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -29713086.000000 Penalty: 6220.047363
	Iteration 90Q: 3 clusters Score -2.971309e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -29713124.000000 Penalty: 6220.047363
	Iteration 91Q: 3 clusters Score -2.971312e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181467 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -29713228.000000 Penalty: 6220.047363
	Iteration 92Q: 3 clusters Score -2.971323e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182401 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -29713366.000000 Penalty: 6220.047363
	Iteration 93Q: 3 clusters Score -2.971337e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183302 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -29713344.000000 Penalty: 6220.047363
	Iteration 94Q: 3 clusters Score -2.971334e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184153 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -29713334.000000 Penalty: 6220.047363
	Iteration 95Q: 3 clusters Score -2.971333e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184985 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -29713376.000000 Penalty: 6220.047363
	Iteration 96Q: 3 clusters Score -2.971338e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -29713470.000000 Penalty: 6220.047363
	Iteration 97Q: 3 clusters Score -2.971347e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186553 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -29713448.000000 Penalty: 6220.047363
	Iteration 98Q: 3 clusters Score -2.971345e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187336 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -29713572.000000 Penalty: 6220.047363
	Iteration 99Q: 3 clusters Score -2.971357e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -29713694.000000 Penalty: 6220.047363
	Iteration 100F: 3 clusters Score -2.971369e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188717 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -29713656.000000 Penalty: 6220.047363
	Iteration 101Q: 3 clusters Score -2.971366e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189367 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -29713682.000000 Penalty: 6220.047363
	Iteration 102Q: 3 clusters Score -2.971368e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189998 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -29713684.000000 Penalty: 6220.047363
	Iteration 103Q: 3 clusters Score -2.971368e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190576 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -29713766.000000 Penalty: 6220.047363
	Iteration 104Q: 3 clusters Score -2.971377e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191170 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -29713792.000000 Penalty: 6220.047363
	Iteration 105Q: 3 clusters Score -2.971379e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191743 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -29713794.000000 Penalty: 6220.047363
	Iteration 106Q: 3 clusters Score -2.971379e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -29713882.000000 Penalty: 6220.047363
	Iteration 107Q: 3 clusters Score -2.971388e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -29713924.000000 Penalty: 6220.047363
	Iteration 108Q: 3 clusters Score -2.971392e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193366 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -29713932.000000 Penalty: 6220.047363
	Iteration 109Q: 3 clusters Score -2.971393e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193902 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -29714054.000000 Penalty: 6220.047363
	Iteration 110Q: 3 clusters Score -2.971405e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194446 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -29714086.000000 Penalty: 6220.047363
	Iteration 111Q: 3 clusters Score -2.971409e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194949 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -29714146.000000 Penalty: 6220.047363
	Iteration 112Q: 3 clusters Score -2.971415e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195484 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -29714160.000000 Penalty: 6220.047363
	Iteration 113Q: 3 clusters Score -2.971416e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195966 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -29714184.000000 Penalty: 6220.047363
	Iteration 114Q: 3 clusters Score -2.971418e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196430 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -29714208.000000 Penalty: 6220.047363
	Iteration 115Q: 3 clusters Score -2.971421e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196874 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -29714184.000000 Penalty: 6220.047363
	Iteration 116Q: 3 clusters Score -2.971418e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197295 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -29714194.000000 Penalty: 6220.047363
	Iteration 117Q: 3 clusters Score -2.971419e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197700 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -29714182.000000 Penalty: 6220.047363
	Iteration 118Q: 3 clusters Score -2.971418e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198063 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -29714212.000000 Penalty: 6220.047363
	Iteration 119Q: 3 clusters Score -2.971421e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198430 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -29714204.000000 Penalty: 6220.047363
	Iteration 120F: 3 clusters Score -2.97142e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198768 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -29714188.000000 Penalty: 6220.047363
	Iteration 121Q: 3 clusters Score -2.971419e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199066 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -29714238.000000 Penalty: 6220.047363
	Iteration 122Q: 3 clusters Score -2.971424e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199322 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -29714218.000000 Penalty: 6220.047363
	Iteration 123Q: 3 clusters Score -2.971422e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199561 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -29714264.000000 Penalty: 6220.047363
	Iteration 124Q: 3 clusters Score -2.971426e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199801 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -29714224.000000 Penalty: 6220.047363
	Iteration 125Q: 3 clusters Score -2.971422e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200047 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -29714260.000000 Penalty: 6220.047363
	Iteration 126Q: 3 clusters Score -2.971426e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200303 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -29714272.000000 Penalty: 6220.047363
	Iteration 127Q: 3 clusters Score -2.971427e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200512 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -29714294.000000 Penalty: 6220.047363
	Iteration 128Q: 3 clusters Score -2.971429e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200713 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -29714318.000000 Penalty: 6220.047363
	Iteration 129Q: 3 clusters Score -2.971432e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200905 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -29714290.000000 Penalty: 6220.047363
	Iteration 130Q: 3 clusters Score -2.971429e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201091 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -29714332.000000 Penalty: 6220.047363
	Iteration 131Q: 3 clusters Score -2.971433e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201272 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -29714338.000000 Penalty: 6220.047363
	Iteration 132Q: 3 clusters Score -2.971434e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201450 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -29714264.000000 Penalty: 6220.047363
	Iteration 133Q: 3 clusters Score -2.971426e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201643 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -29714256.000000 Penalty: 6220.047363
	Iteration 134Q: 3 clusters Score -2.971426e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201817 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -29714282.000000 Penalty: 6220.047363
	Iteration 135Q: 3 clusters Score -2.971428e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201992 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -29714248.000000 Penalty: 6220.047363
	Iteration 136Q: 3 clusters Score -2.971425e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202151 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -29714274.000000 Penalty: 6220.047363
	Iteration 137Q: 3 clusters Score -2.971427e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202312 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -29714262.000000 Penalty: 6220.047363
	Iteration 138Q: 3 clusters Score -2.971426e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202472 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -29714282.000000 Penalty: 6220.047363
	Iteration 139Q: 3 clusters Score -2.971428e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202629 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -29714274.000000 Penalty: 6220.047363
	Iteration 140F: 3 clusters Score -2.971427e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202767 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -29714270.000000 Penalty: 6220.047363
	Iteration 141Q: 3 clusters Score -2.971427e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202907 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -29714320.000000 Penalty: 6220.047363
	Iteration 142Q: 3 clusters Score -2.971432e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203032 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -29714276.000000 Penalty: 6220.047363
	Iteration 143Q: 3 clusters Score -2.971428e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203149 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -29714288.000000 Penalty: 6220.047363
	Iteration 144Q: 3 clusters Score -2.971429e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203264 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -29714276.000000 Penalty: 6220.047363
	Iteration 145Q: 3 clusters Score -2.971428e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203368 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -29714280.000000 Penalty: 6220.047363
	Iteration 146Q: 3 clusters Score -2.971428e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203474 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -29714292.000000 Penalty: 6220.047363
	Iteration 147Q: 3 clusters Score -2.971429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203575 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -29714238.000000 Penalty: 6220.047363
	Iteration 148Q: 3 clusters Score -2.971424e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203671 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -29714244.000000 Penalty: 6220.047363
	Iteration 149Q: 3 clusters Score -2.971424e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203761 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -29714226.000000 Penalty: 6220.047363
	Iteration 150Q: 3 clusters Score -2.971423e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203848 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -29714216.000000 Penalty: 6220.047363
	Iteration 151Q: 3 clusters Score -2.971422e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203924 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -29714192.000000 Penalty: 6220.047363
	Iteration 152Q: 3 clusters Score -2.971419e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203997 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -29714222.000000 Penalty: 6220.047363
	Iteration 153Q: 3 clusters Score -2.971422e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204066 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -29714222.000000 Penalty: 6220.047363
	Iteration 154Q: 3 clusters Score -2.971422e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204130 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -29714250.000000 Penalty: 6220.047363
	Iteration 155Q: 3 clusters Score -2.971425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204188 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -29714262.000000 Penalty: 6220.047363
	Iteration 156Q: 3 clusters Score -2.971426e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204245 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -29714220.000000 Penalty: 6220.047363
	Iteration 157Q: 3 clusters Score -2.971422e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204300 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -29714208.000000 Penalty: 6220.047363
	Iteration 158Q: 3 clusters Score -2.971421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204352 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -29714246.000000 Penalty: 6220.047363
	Iteration 159Q: 3 clusters Score -2.971425e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204417 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -29714236.000000 Penalty: 6220.047363
	Iteration 160F: 3 clusters Score -2.971424e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204475 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -29714254.000000 Penalty: 6220.047363
	Iteration 161Q: 3 clusters Score -2.971425e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -29714256.000000 Penalty: 6220.047363
	Iteration 162Q: 3 clusters Score -2.971426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204575 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -29714230.000000 Penalty: 6220.047363
	Iteration 163Q: 3 clusters Score -2.971423e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204632 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -29714232.000000 Penalty: 6220.047363
	Iteration 164Q: 3 clusters Score -2.971423e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204680 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -29714208.000000 Penalty: 6220.047363
	Iteration 165Q: 3 clusters Score -2.971421e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204736 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -29714194.000000 Penalty: 6220.047363
	Iteration 166Q: 3 clusters Score -2.971419e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204799 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -29714150.000000 Penalty: 6220.047363
	Iteration 167Q: 3 clusters Score -2.971415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204844 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -29714174.000000 Penalty: 6220.047363
	Iteration 168Q: 3 clusters Score -2.971417e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -29714162.000000 Penalty: 6220.047363
	Iteration 169Q: 3 clusters Score -2.971416e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204950 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -29714162.000000 Penalty: 6220.047363
	Iteration 170Q: 3 clusters Score -2.971416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205005 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -29714140.000000 Penalty: 6220.047363
	Iteration 171Q: 3 clusters Score -2.971414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205056 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -29714118.000000 Penalty: 6220.047363
	Iteration 172Q: 3 clusters Score -2.971412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205105 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -29714118.000000 Penalty: 6220.047363
	Iteration 173Q: 3 clusters Score -2.971412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205151 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -29714112.000000 Penalty: 6220.047363
	Iteration 174Q: 3 clusters Score -2.971411e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205202 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -29714100.000000 Penalty: 6220.047363
	Iteration 175Q: 3 clusters Score -2.97141e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205249 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -29714082.000000 Penalty: 6220.047363
	Iteration 176Q: 3 clusters Score -2.971408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205309 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -29714082.000000 Penalty: 6220.047363
	Iteration 177Q: 3 clusters Score -2.971408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205367 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -29714114.000000 Penalty: 6220.047363
	Iteration 178Q: 3 clusters Score -2.971411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205427 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -29714056.000000 Penalty: 6220.047363
	Iteration 179Q: 3 clusters Score -2.971406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -29714040.000000 Penalty: 6220.047363
	Iteration 180F: 3 clusters Score -2.971404e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205530 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -29714048.000000 Penalty: 6220.047363
	Iteration 181Q: 3 clusters Score -2.971405e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205586 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -29714032.000000 Penalty: 6220.047363
	Iteration 182Q: 3 clusters Score -2.971403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205640 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -29714032.000000 Penalty: 6220.047363
	Iteration 183Q: 3 clusters Score -2.971403e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205685 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -29714058.000000 Penalty: 6220.047363
	Iteration 184Q: 3 clusters Score -2.971406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205722 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -29714046.000000 Penalty: 6220.047363
	Iteration 185Q: 3 clusters Score -2.971405e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205755 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -29714054.000000 Penalty: 6220.047363
	Iteration 186Q: 3 clusters Score -2.971405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205801 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -29714032.000000 Penalty: 6220.047363
	Iteration 187Q: 3 clusters Score -2.971403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205847 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -29714026.000000 Penalty: 6220.047363
	Iteration 188Q: 3 clusters Score -2.971403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205897 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -29714026.000000 Penalty: 6220.047363
	Iteration 189Q: 3 clusters Score -2.971403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205951 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -29714036.000000 Penalty: 6220.047363
	Iteration 190Q: 3 clusters Score -2.971404e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206005 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -29713996.000000 Penalty: 6220.047363
	Iteration 191Q: 3 clusters Score -2.9714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206052 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -29713978.000000 Penalty: 6220.047363
	Iteration 192Q: 3 clusters Score -2.971398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206097 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -29713986.000000 Penalty: 6220.047363
	Iteration 193Q: 3 clusters Score -2.971399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206147 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -29713980.000000 Penalty: 6220.047363
	Iteration 194Q: 3 clusters Score -2.971398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206188 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -29713986.000000 Penalty: 6220.047363
	Iteration 195Q: 3 clusters Score -2.971399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -29713984.000000 Penalty: 6220.047363
	Iteration 196Q: 3 clusters Score -2.971398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206259 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -29713972.000000 Penalty: 6220.047363
	Iteration 197Q: 3 clusters Score -2.971397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206288 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -29713978.000000 Penalty: 6220.047363
	Iteration 198Q: 3 clusters Score -2.971398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206319 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -29713970.000000 Penalty: 6220.047363
	Iteration 199Q: 3 clusters Score -2.971397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206351 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -29713968.000000 Penalty: 6220.047363
	Iteration 200F: 3 clusters Score -2.971397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206376 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -29713978.000000 Penalty: 6220.047363
	Iteration 201Q: 3 clusters Score -2.971398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206400 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -29713968.000000 Penalty: 6220.047363
	Iteration 202Q: 3 clusters Score -2.971397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206421 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -29713958.000000 Penalty: 6220.047363
	Iteration 203Q: 3 clusters Score -2.971396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206444 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -29713938.000000 Penalty: 6220.047363
	Iteration 204Q: 3 clusters Score -2.971394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206473 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -29713928.000000 Penalty: 6220.047363
	Iteration 205Q: 3 clusters Score -2.971393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206500 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -29713960.000000 Penalty: 6220.047363
	Iteration 206Q: 3 clusters Score -2.971396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206529 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -29713976.000000 Penalty: 6220.047363
	Iteration 207Q: 3 clusters Score -2.971398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206548 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -29713966.000000 Penalty: 6220.047363
	Iteration 208Q: 3 clusters Score -2.971397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206567 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -29713978.000000 Penalty: 6220.047363
	Iteration 209Q: 3 clusters Score -2.971398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206592 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -29713982.000000 Penalty: 6220.047363
	Iteration 210Q: 3 clusters Score -2.971398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206624 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -29713982.000000 Penalty: 6220.047363
	Iteration 211Q: 3 clusters Score -2.971398e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206674 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -29713974.000000 Penalty: 6220.047363
	Iteration 212Q: 3 clusters Score -2.971397e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206731 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -29713986.000000 Penalty: 6220.047363
	Iteration 213Q: 3 clusters Score -2.971399e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206791 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -29713974.000000 Penalty: 6220.047363
	Iteration 214Q: 3 clusters Score -2.971397e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206859 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -29713976.000000 Penalty: 6220.047363
	Iteration 215Q: 3 clusters Score -2.971398e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206941 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -29713948.000000 Penalty: 6220.047363
	Iteration 216Q: 3 clusters Score -2.971395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207023 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -29713980.000000 Penalty: 6220.047363
	Iteration 217Q: 3 clusters Score -2.971398e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207093 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -29713968.000000 Penalty: 6220.047363
	Iteration 218Q: 3 clusters Score -2.971397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207153 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -29713982.000000 Penalty: 6220.047363
	Iteration 219Q: 3 clusters Score -2.971398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207212 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -29713974.000000 Penalty: 6220.047363
	Iteration 220F: 3 clusters Score -2.971397e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207269 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -29714008.000000 Penalty: 6220.047363
	Iteration 221Q: 3 clusters Score -2.971401e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207325 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -29714032.000000 Penalty: 6220.047363
	Iteration 222Q: 3 clusters Score -2.971403e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207382 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -29713992.000000 Penalty: 6220.047363
	Iteration 223Q: 3 clusters Score -2.971399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207441 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -29713980.000000 Penalty: 6220.047363
	Iteration 224Q: 3 clusters Score -2.971398e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207511 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -29713936.000000 Penalty: 6220.047363
	Iteration 225Q: 3 clusters Score -2.971394e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207579 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -29713944.000000 Penalty: 6220.047363
	Iteration 226Q: 3 clusters Score -2.971394e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207651 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -29713966.000000 Penalty: 6220.047363
	Iteration 227Q: 3 clusters Score -2.971397e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207728 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -29713940.000000 Penalty: 6220.047363
	Iteration 228Q: 3 clusters Score -2.971394e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207795 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -29713974.000000 Penalty: 6220.047363
	Iteration 229Q: 3 clusters Score -2.971397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207858 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -29713996.000000 Penalty: 6220.047363
	Iteration 230Q: 3 clusters Score -2.9714e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207923 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -29713962.000000 Penalty: 6220.047363
	Iteration 231Q: 3 clusters Score -2.971396e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207988 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -29713928.000000 Penalty: 6220.047363
	Iteration 232Q: 3 clusters Score -2.971393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208051 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -29713942.000000 Penalty: 6220.047363
	Iteration 233Q: 3 clusters Score -2.971394e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208107 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -29713960.000000 Penalty: 6220.047363
	Iteration 234Q: 3 clusters Score -2.971396e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208175 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -29713914.000000 Penalty: 6220.047363
	Iteration 235Q: 3 clusters Score -2.971391e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -29713924.000000 Penalty: 6220.047363
	Iteration 236Q: 3 clusters Score -2.971392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208291 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -29713934.000000 Penalty: 6220.047363
	Iteration 237Q: 3 clusters Score -2.971393e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208337 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -29713926.000000 Penalty: 6220.047363
	Iteration 238Q: 3 clusters Score -2.971393e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208389 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -29713890.000000 Penalty: 6220.047363
	Iteration 239Q: 3 clusters Score -2.971389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208433 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -29713922.000000 Penalty: 6220.047363
	Iteration 240F: 3 clusters Score -2.971392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208482 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -29713898.000000 Penalty: 6220.047363
	Iteration 241Q: 3 clusters Score -2.97139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208521 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -29713898.000000 Penalty: 6220.047363
	Iteration 242Q: 3 clusters Score -2.97139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208562 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -29713878.000000 Penalty: 6220.047363
	Iteration 243Q: 3 clusters Score -2.971388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208612 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -29713904.000000 Penalty: 6220.047363
	Iteration 244Q: 3 clusters Score -2.97139e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208669 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -29713862.000000 Penalty: 6220.047363
	Iteration 245Q: 3 clusters Score -2.971386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208724 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -29713868.000000 Penalty: 6220.047363
	Iteration 246Q: 3 clusters Score -2.971387e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208780 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -29713820.000000 Penalty: 6220.047363
	Iteration 247Q: 3 clusters Score -2.971382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208847 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -29713852.000000 Penalty: 6220.047363
	Iteration 248Q: 3 clusters Score -2.971385e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208919 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -29713852.000000 Penalty: 6220.047363
	Iteration 249Q: 3 clusters Score -2.971385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208974 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -29713830.000000 Penalty: 6220.047363
	Iteration 250Q: 3 clusters Score -2.971383e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209032 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -29713810.000000 Penalty: 6220.047363
	Iteration 251Q: 3 clusters Score -2.971381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209098 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -29713850.000000 Penalty: 6220.047363
	Iteration 252Q: 3 clusters Score -2.971385e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209169 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -29713838.000000 Penalty: 6220.047363
	Iteration 253Q: 3 clusters Score -2.971384e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209240 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -29713854.000000 Penalty: 6220.047363
	Iteration 254Q: 3 clusters Score -2.971385e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209302 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -29713844.000000 Penalty: 6220.047363
	Iteration 255Q: 3 clusters Score -2.971384e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209355 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -29713856.000000 Penalty: 6220.047363
	Iteration 256Q: 3 clusters Score -2.971386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209415 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -29713824.000000 Penalty: 6220.047363
	Iteration 257Q: 3 clusters Score -2.971382e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209468 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -29713864.000000 Penalty: 6220.047363
	Iteration 258Q: 3 clusters Score -2.971386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209522 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -29713866.000000 Penalty: 6220.047363
	Iteration 259Q: 3 clusters Score -2.971387e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209581 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -29713874.000000 Penalty: 6220.047363
	Iteration 260F: 3 clusters Score -2.971387e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -29713910.000000 Penalty: 6220.047363
	Iteration 261Q: 3 clusters Score -2.971391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209666 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -29713918.000000 Penalty: 6220.047363
	Iteration 262Q: 3 clusters Score -2.971392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209704 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -29713894.000000 Penalty: 6220.047363
	Iteration 263Q: 3 clusters Score -2.971389e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209738 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -29713928.000000 Penalty: 6220.047363
	Iteration 264Q: 3 clusters Score -2.971393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209766 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -29713924.000000 Penalty: 6220.047363
	Iteration 265Q: 3 clusters Score -2.971392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209792 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -29713920.000000 Penalty: 6220.047363
	Iteration 266Q: 3 clusters Score -2.971392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209822 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -29713916.000000 Penalty: 6220.047363
	Iteration 267Q: 3 clusters Score -2.971392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209855 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -29713864.000000 Penalty: 6220.047363
	Iteration 268Q: 3 clusters Score -2.971386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209881 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -29713858.000000 Penalty: 6220.047363
	Iteration 269Q: 3 clusters Score -2.971386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209907 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -29713878.000000 Penalty: 6220.047363
	Iteration 270Q: 3 clusters Score -2.971388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209927 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -29713852.000000 Penalty: 6220.047363
	Iteration 271Q: 3 clusters Score -2.971385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209941 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -29713860.000000 Penalty: 6220.047363
	Iteration 272Q: 3 clusters Score -2.971386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209962 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -29713868.000000 Penalty: 6220.047363
	Iteration 273Q: 3 clusters Score -2.971387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209977 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -29713832.000000 Penalty: 6220.047363
	Iteration 274Q: 3 clusters Score -2.971383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209990 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -29713818.000000 Penalty: 6220.047363
	Iteration 275Q: 3 clusters Score -2.971382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210005 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -29713822.000000 Penalty: 6220.047363
	Iteration 276Q: 3 clusters Score -2.971382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210024 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -29713800.000000 Penalty: 6220.047363
	Iteration 277Q: 3 clusters Score -2.97138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210038 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -29713806.000000 Penalty: 6220.047363
	Iteration 278Q: 3 clusters Score -2.971381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210052 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -29713806.000000 Penalty: 6220.047363
	Iteration 279Q: 3 clusters Score -2.971381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210067 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -29713816.000000 Penalty: 6220.047363
	Iteration 280F: 3 clusters Score -2.971382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210087 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -29713818.000000 Penalty: 6220.047363
	Iteration 281Q: 3 clusters Score -2.971382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210098 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -29713848.000000 Penalty: 6220.047363
	Iteration 282Q: 3 clusters Score -2.971385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210115 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -29713852.000000 Penalty: 6220.047363
	Iteration 283Q: 3 clusters Score -2.971385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210132 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -29713850.000000 Penalty: 6220.047363
	Iteration 284Q: 3 clusters Score -2.971385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210142 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -29713864.000000 Penalty: 6220.047363
	Iteration 285Q: 3 clusters Score -2.971386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210151 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -29713854.000000 Penalty: 6220.047363
	Iteration 286Q: 3 clusters Score -2.971385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210160 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -29713864.000000 Penalty: 6220.047363
	Iteration 287Q: 3 clusters Score -2.971386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210164 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -29713874.000000 Penalty: 6220.047363
	Iteration 288Q: 3 clusters Score -2.971387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210167 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -29713876.000000 Penalty: 6220.047363
	Iteration 289Q: 3 clusters Score -2.971388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210171 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -29713878.000000 Penalty: 6220.047363
	Iteration 290Q: 3 clusters Score -2.971388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210177 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -29713864.000000 Penalty: 6220.047363
	Iteration 291Q: 3 clusters Score -2.971386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210180 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -29713854.000000 Penalty: 6220.047363
	Iteration 292Q: 3 clusters Score -2.971385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210180 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -29713854.000000 Penalty: 6220.047363
	Iteration 293F: 3 clusters Score -2.971385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Entering Unmasked Estep 
Score: -6350853.000000 Penalty: 2723.813965
	Iteration 0F: 2 clusters Score -6350853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -6311272.500000 Penalty: 5447.627930
	Iteration 0F: 3 clusters Score -6311272 nChanged 27378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -6326461.500000 Penalty: 5447.627930
	Iteration 1F: 3 clusters Score -6326462 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -6327241.000000 Penalty: 5447.627930
	Iteration 2Q: 3 clusters Score -6327241 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -6328194.000000 Penalty: 5447.627930
	Iteration 3Q: 3 clusters Score -6328194 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6329633.000000 Penalty: 5447.627930
	Iteration 4F: 3 clusters Score -6329633 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -6331741.500000 Penalty: 5447.627930
	Iteration 5F: 3 clusters Score -6331742 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -6334927.500000 Penalty: 5447.627930
	Iteration 6F: 3 clusters Score -6334928 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6339033.500000 Penalty: 5447.627930
	Iteration 7F: 3 clusters Score -6339034 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6342853.000000 Penalty: 5447.627930
	Iteration 8F: 3 clusters Score -6342853 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -6345772.500000 Penalty: 5447.627930
	Iteration 9F: 3 clusters Score -6345772 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -6347314.500000 Penalty: 5447.627930
	Iteration 10Q: 3 clusters Score -6347314 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -6347934.000000 Penalty: 5447.627930
	Iteration 11Q: 3 clusters Score -6347934 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -6348155.000000 Penalty: 5447.627930
	Iteration 12Q: 3 clusters Score -6348155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6348286.500000 Penalty: 5447.627930
	Iteration 13Q: 3 clusters Score -6348286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6348347.000000 Penalty: 5447.627930
	Iteration 14Q: 3 clusters Score -6348347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -6348380.000000 Penalty: 5447.627930
	Iteration 15Q: 3 clusters Score -6348380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -6348400.500000 Penalty: 5447.627930
	Iteration 16Q: 3 clusters Score -6348400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -6348411.500000 Penalty: 5447.627930
	Iteration 17Q: 3 clusters Score -6348412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -6348423.000000 Penalty: 5447.627930
	Iteration 18Q: 3 clusters Score -6348423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -6348430.000000 Penalty: 5447.627930
	Iteration 19Q: 3 clusters Score -6348430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -6348439.000000 Penalty: 5447.627930
	Iteration 20F: 3 clusters Score -6348439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -6348438.500000 Penalty: 5447.627930
	Iteration 21Q: 3 clusters Score -6348438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -6348446.000000 Penalty: 5447.627930
	Iteration 22Q: 3 clusters Score -6348446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -6348447.500000 Penalty: 5447.627930
	Iteration 23Q: 3 clusters Score -6348448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -6348454.500000 Penalty: 5447.627930
	Iteration 24Q: 3 clusters Score -6348454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6348451.500000 Penalty: 5447.627930
	Iteration 25Q: 3 clusters Score -6348452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6348451.500000 Penalty: 5447.627930
	Iteration 26F: 3 clusters Score -6348452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Entering Unmasked Estep 
Score: -4830383.500000 Penalty: 2656.402832
	Iteration 0F: 2 clusters Score -4830384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4799999.000000 Penalty: 5312.805664
	Iteration 0F: 3 clusters Score -4799999 nChanged 20616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4811451.000000 Penalty: 5312.805664
	Iteration 1F: 3 clusters Score -4811451 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4812174.500000 Penalty: 5312.805664
	Iteration 2Q: 3 clusters Score -4812174 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4812962.000000 Penalty: 5312.805664
	Iteration 3Q: 3 clusters Score -4812962 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4814194.500000 Penalty: 5312.805664
	Iteration 4F: 3 clusters Score -4814194 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4815964.000000 Penalty: 5312.805664
	Iteration 5F: 3 clusters Score -4815964 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -4818499.000000 Penalty: 5312.805664
	Iteration 6F: 3 clusters Score -4818499 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4821562.000000 Penalty: 5312.805664
	Iteration 7F: 3 clusters Score -4821562 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4824313.500000 Penalty: 5312.805664
	Iteration 8F: 3 clusters Score -4824314 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4826211.000000 Penalty: 5312.805664
	Iteration 9Q: 3 clusters Score -4826211 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4827260.000000 Penalty: 5312.805664
	Iteration 10Q: 3 clusters Score -4827260 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4827790.500000 Penalty: 5312.805664
	Iteration 11Q: 3 clusters Score -4827790 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4828009.000000 Penalty: 5312.805664
	Iteration 12Q: 3 clusters Score -4828009 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4828137.500000 Penalty: 5312.805664
	Iteration 13Q: 3 clusters Score -4828138 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4828232.000000 Penalty: 5312.805664
	Iteration 14Q: 3 clusters Score -4828232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4828271.000000 Penalty: 5312.805664
	Iteration 15Q: 3 clusters Score -4828271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4828309.000000 Penalty: 5312.805664
	Iteration 16Q: 3 clusters Score -4828309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4828360.000000 Penalty: 5312.805664
	Iteration 17Q: 3 clusters Score -4828360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4828413.500000 Penalty: 5312.805664
	Iteration 18Q: 3 clusters Score -4828414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4828468.000000 Penalty: 5312.805664
	Iteration 19Q: 3 clusters Score -4828468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4828489.500000 Penalty: 5312.805664
	Iteration 20F: 3 clusters Score -4828490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4828511.000000 Penalty: 5312.805664
	Iteration 21Q: 3 clusters Score -4828511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4828533.500000 Penalty: 5312.805664
	Iteration 22Q: 3 clusters Score -4828534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4828543.500000 Penalty: 5312.805664
	Iteration 23Q: 3 clusters Score -4828544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4828562.500000 Penalty: 5312.805664
	Iteration 24Q: 3 clusters Score -4828562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4828575.000000 Penalty: 5312.805664
	Iteration 25Q: 3 clusters Score -4828575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4828588.000000 Penalty: 5312.805664
	Iteration 26Q: 3 clusters Score -4828588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4828607.000000 Penalty: 5312.805664
	Iteration 27Q: 3 clusters Score -4828607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4828624.500000 Penalty: 5312.805664
	Iteration 28Q: 3 clusters Score -4828624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4828635.500000 Penalty: 5312.805664
	Iteration 29Q: 3 clusters Score -4828636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4828655.500000 Penalty: 5312.805664
	Iteration 30Q: 3 clusters Score -4828656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4828655.000000 Penalty: 5312.805664
	Iteration 31Q: 3 clusters Score -4828655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4828687.500000 Penalty: 5312.805664
	Iteration 32Q: 3 clusters Score -4828688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4828710.000000 Penalty: 5312.805664
	Iteration 33Q: 3 clusters Score -4828710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4828721.000000 Penalty: 5312.805664
	Iteration 34Q: 3 clusters Score -4828721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4828730.500000 Penalty: 5312.805664
	Iteration 35Q: 3 clusters Score -4828730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4828732.500000 Penalty: 5312.805664
	Iteration 36Q: 3 clusters Score -4828732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4828725.000000 Penalty: 5312.805664
	Iteration 37Q: 3 clusters Score -4828725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4828726.000000 Penalty: 5312.805664
	Iteration 38Q: 3 clusters Score -4828726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4828735.500000 Penalty: 5312.805664
	Iteration 39Q: 3 clusters Score -4828736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4828738.000000 Penalty: 5312.805664
	Iteration 40F: 3 clusters Score -4828738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4828740.500000 Penalty: 5312.805664
	Iteration 41Q: 3 clusters Score -4828740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4828737.500000 Penalty: 5312.805664
	Iteration 42Q: 3 clusters Score -4828738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4828743.000000 Penalty: 5312.805664
	Iteration 43Q: 3 clusters Score -4828743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4828743.000000 Penalty: 5312.805664
	Iteration 44Q: 3 clusters Score -4828743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4828753.000000 Penalty: 5312.805664
	Iteration 45Q: 3 clusters Score -4828753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4828753.000000 Penalty: 5312.805664
	Iteration 46Q: 3 clusters Score -4828753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4828757.500000 Penalty: 5312.805664
	Iteration 47Q: 3 clusters Score -4828758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4828756.000000 Penalty: 5312.805664
	Iteration 48Q: 3 clusters Score -4828756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4828760.000000 Penalty: 5312.805664
	Iteration 49Q: 3 clusters Score -4828760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4828756.500000 Penalty: 5312.805664
	Iteration 50Q: 3 clusters Score -4828756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4828758.000000 Penalty: 5312.805664
	Iteration 51Q: 3 clusters Score -4828758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4828760.000000 Penalty: 5312.805664
	Iteration 52Q: 3 clusters Score -4828760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4828754.500000 Penalty: 5312.805664
	Iteration 53Q: 3 clusters Score -4828754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4828758.000000 Penalty: 5312.805664
	Iteration 54Q: 3 clusters Score -4828758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4828758.000000 Penalty: 5312.805664
	Iteration 55F: 3 clusters Score -4828758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -476078.656250 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -476078.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -471944.218750 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -471944.2 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -472902.500000 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -472902.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -473115.062500 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -473115.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -473258.656250 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -473258.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -473391.718750 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -473391.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -473488.218750 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -473488.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -473549.375000 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -473549.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -473598.656250 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -473598.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -473634.500000 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -473634.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -473661.093750 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -473661.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -473677.875000 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -473677.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -473696.281250 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -473696.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -473715.968750 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -473716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -473730.562500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -473730.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -473746.468750 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -473746.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -473764.218750 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -473764.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -473778.312500 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -473778.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -473791.093750 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -473791.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -473800.812500 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -473800.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -473807.968750 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -473808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -473816.093750 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -473816.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -473822.625000 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -473822.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -473830.437500 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -473830.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -473835.375000 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -473835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -473840.000000 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -473840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -473845.718750 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -473845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -473851.531250 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -473851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -473854.593750 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -473854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -473860.375000 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -473860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -473864.562500 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -473864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -473873.062500 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -473873.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -473887.000000 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -473887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -473908.031250 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -473908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -473927.343750 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -473927.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -473945.281250 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -473945.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -473962.343750 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -473962.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -473975.906250 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -473975.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -473988.718750 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -473988.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -474000.531250 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -474000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -474007.062500 Penalty: 4160.445801
	Iteration 39Q: 3 clusters Score -474007.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -474012.031250 Penalty: 4160.445801
	Iteration 40F: 3 clusters Score -474012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -474016.843750 Penalty: 4160.445801
	Iteration 41Q: 3 clusters Score -474016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -474019.468750 Penalty: 4160.445801
	Iteration 42Q: 3 clusters Score -474019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -474025.031250 Penalty: 4160.445801
	Iteration 43Q: 3 clusters Score -474025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -474034.625000 Penalty: 4160.445801
	Iteration 44Q: 3 clusters Score -474034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -474041.437500 Penalty: 4160.445801
	Iteration 45Q: 3 clusters Score -474041.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -474048.125000 Penalty: 4160.445801
	Iteration 46Q: 3 clusters Score -474048.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -474058.781250 Penalty: 4160.445801
	Iteration 47Q: 3 clusters Score -474058.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -474070.250000 Penalty: 4160.445801
	Iteration 48Q: 3 clusters Score -474070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -474082.937500 Penalty: 4160.445801
	Iteration 49Q: 3 clusters Score -474082.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -474095.468750 Penalty: 4160.445801
	Iteration 50Q: 3 clusters Score -474095.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -474105.937500 Penalty: 4160.445801
	Iteration 51Q: 3 clusters Score -474105.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -474118.531250 Penalty: 4160.445801
	Iteration 52Q: 3 clusters Score -474118.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -474128.875000 Penalty: 4160.445801
	Iteration 53Q: 3 clusters Score -474128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -474135.312500 Penalty: 4160.445801
	Iteration 54Q: 3 clusters Score -474135.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -474145.812500 Penalty: 4160.445801
	Iteration 55Q: 3 clusters Score -474145.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -474158.406250 Penalty: 4160.445801
	Iteration 56Q: 3 clusters Score -474158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -474169.000000 Penalty: 4160.445801
	Iteration 57Q: 3 clusters Score -474169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -474177.562500 Penalty: 4160.445801
	Iteration 58Q: 3 clusters Score -474177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -474184.656250 Penalty: 4160.445801
	Iteration 59Q: 3 clusters Score -474184.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -474189.656250 Penalty: 4160.445801
	Iteration 60F: 3 clusters Score -474189.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -474197.843750 Penalty: 4160.445801
	Iteration 61Q: 3 clusters Score -474197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -474206.562500 Penalty: 4160.445801
	Iteration 62Q: 3 clusters Score -474206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -474212.375000 Penalty: 4160.445801
	Iteration 63Q: 3 clusters Score -474212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -474221.593750 Penalty: 4160.445801
	Iteration 64Q: 3 clusters Score -474221.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -474230.406250 Penalty: 4160.445801
	Iteration 65Q: 3 clusters Score -474230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -474240.062500 Penalty: 4160.445801
	Iteration 66Q: 3 clusters Score -474240.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -474251.312500 Penalty: 4160.445801
	Iteration 67Q: 3 clusters Score -474251.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -474264.375000 Penalty: 4160.445801
	Iteration 68Q: 3 clusters Score -474264.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -474270.812500 Penalty: 4160.445801
	Iteration 69Q: 3 clusters Score -474270.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -474282.500000 Penalty: 4160.445801
	Iteration 70Q: 3 clusters Score -474282.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -474291.000000 Penalty: 4160.445801
	Iteration 71Q: 3 clusters Score -474291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -474299.281250 Penalty: 4160.445801
	Iteration 72Q: 3 clusters Score -474299.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -474310.562500 Penalty: 4160.445801
	Iteration 73Q: 3 clusters Score -474310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -474317.937500 Penalty: 4160.445801
	Iteration 74Q: 3 clusters Score -474317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -474324.343750 Penalty: 4160.445801
	Iteration 75Q: 3 clusters Score -474324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -474330.156250 Penalty: 4160.445801
	Iteration 76Q: 3 clusters Score -474330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -474339.312500 Penalty: 4160.445801
	Iteration 77Q: 3 clusters Score -474339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -474344.375000 Penalty: 4160.445801
	Iteration 78Q: 3 clusters Score -474344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -474348.843750 Penalty: 4160.445801
	Iteration 79Q: 3 clusters Score -474348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -474355.875000 Penalty: 4160.445801
	Iteration 80F: 3 clusters Score -474355.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -474361.468750 Penalty: 4160.445801
	Iteration 81Q: 3 clusters Score -474361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -474366.031250 Penalty: 4160.445801
	Iteration 82Q: 3 clusters Score -474366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -474371.531250 Penalty: 4160.445801
	Iteration 83Q: 3 clusters Score -474371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -474378.750000 Penalty: 4160.445801
	Iteration 84Q: 3 clusters Score -474378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -474383.000000 Penalty: 4160.445801
	Iteration 85Q: 3 clusters Score -474383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -474387.156250 Penalty: 4160.445801
	Iteration 86Q: 3 clusters Score -474387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -474392.406250 Penalty: 4160.445801
	Iteration 87Q: 3 clusters Score -474392.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -474399.656250 Penalty: 4160.445801
	Iteration 88Q: 3 clusters Score -474399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -474403.312500 Penalty: 4160.445801
	Iteration 89Q: 3 clusters Score -474403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -474407.281250 Penalty: 4160.445801
	Iteration 90Q: 3 clusters Score -474407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -474411.125000 Penalty: 4160.445801
	Iteration 91Q: 3 clusters Score -474411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -474412.500000 Penalty: 4160.445801
	Iteration 92Q: 3 clusters Score -474412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -474414.000000 Penalty: 4160.445801
	Iteration 93Q: 3 clusters Score -474414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -474417.250000 Penalty: 4160.445801
	Iteration 94Q: 3 clusters Score -474417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -474420.468750 Penalty: 4160.445801
	Iteration 95Q: 3 clusters Score -474420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -474421.031250 Penalty: 4160.445801
	Iteration 96Q: 3 clusters Score -474421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -474421.906250 Penalty: 4160.445801
	Iteration 97Q: 3 clusters Score -474421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -474422.281250 Penalty: 4160.445801
	Iteration 98Q: 3 clusters Score -474422.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -474422.281250 Penalty: 4160.445801
	Iteration 99F: 3 clusters Score -474422.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -81523.828125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -81523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79698.351562 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -79698.35 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80019.757812 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -80019.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80171.804688 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -80171.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -80309.218750 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -80309.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80462.375000 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -80462.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80622.312500 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -80622.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80793.445312 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -80793.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80859.890625 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -80859.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -80907.078125 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -80907.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -80960.406250 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -80960.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81010.875000 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -81010.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81062.656250 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -81062.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -81138.929688 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -81138.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -81260.945312 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -81260.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -81286.500000 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -81286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -81304.898438 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -81304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -81325.070312 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -81325.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -81354.148438 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -81354.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -81382.367188 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -81382.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -81447.132812 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -81447.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81459.671875 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -81459.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -81473.515625 Penalty: 3363.404785
	Iteration 21Q: 3 clusters Score -81473.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -81492.820312 Penalty: 3363.404785
	Iteration 22Q: 3 clusters Score -81492.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -81566.953125 Penalty: 3363.404785
	Iteration 23Q: 3 clusters Score -81566.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -81642.656250 Penalty: 3363.404785
	Iteration 24Q: 3 clusters Score -81642.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -81642.656250 Penalty: 3363.404785
	Iteration 25F: 3 clusters Score -81642.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 181459 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 325187 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279405 members 
Mstep: Class 14 contains 58872 members 
Mstep: Class 15 contains 44860 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 105455 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 20 contains 337259 members 
Mstep: Class 21 contains 87117 members 
Mstep: Class 23 contains 31038 members 
Mstep: Class 24 contains 10662 members 
Entering Unmasked Estep 
Score: -158388288.000000 Penalty: 81209.359375
Splitting cluster 17 changes total score from -158390192.000000 to -158388288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (105455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Entering Unmasked Estep 
Score: -11292086.000000 Penalty: 2868.377930
	Iteration 0F: 2 clusters Score -1.129209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -11221496.000000 Penalty: 5736.755859
	Iteration 0F: 3 clusters Score -1.12215e+07 nChanged 49893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -11250224.000000 Penalty: 5736.755859
	Iteration 1F: 3 clusters Score -1.125022e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -11251235.000000 Penalty: 5736.755859
	Iteration 2Q: 3 clusters Score -1.125124e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -11252617.000000 Penalty: 5736.755859
	Iteration 3Q: 3 clusters Score -1.125262e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -11254802.000000 Penalty: 5736.755859
	Iteration 4Q: 3 clusters Score -1.12548e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -11258312.000000 Penalty: 5736.755859
	Iteration 5F: 3 clusters Score -1.125831e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -11263459.000000 Penalty: 5736.755859
	Iteration 6F: 3 clusters Score -1.126346e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -11270273.000000 Penalty: 5736.755859
	Iteration 7F: 3 clusters Score -1.127027e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -11277196.000000 Penalty: 5736.755859
	Iteration 8F: 3 clusters Score -1.12772e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -11282430.000000 Penalty: 5736.755859
	Iteration 9F: 3 clusters Score -1.128243e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -11285096.000000 Penalty: 5736.755859
	Iteration 10Q: 3 clusters Score -1.12851e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -11286311.000000 Penalty: 5736.755859
	Iteration 11Q: 3 clusters Score -1.128631e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -11287012.000000 Penalty: 5736.755859
	Iteration 12Q: 3 clusters Score -1.128701e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -11287524.000000 Penalty: 5736.755859
	Iteration 13Q: 3 clusters Score -1.128752e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -11287917.000000 Penalty: 5736.755859
	Iteration 14Q: 3 clusters Score -1.128792e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -11288277.000000 Penalty: 5736.755859
	Iteration 15Q: 3 clusters Score -1.128828e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -11288508.000000 Penalty: 5736.755859
	Iteration 16Q: 3 clusters Score -1.128851e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -11288667.000000 Penalty: 5736.755859
	Iteration 17Q: 3 clusters Score -1.128867e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -11288856.000000 Penalty: 5736.755859
	Iteration 18Q: 3 clusters Score -1.128886e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -11289062.000000 Penalty: 5736.755859
	Iteration 19Q: 3 clusters Score -1.128906e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -11289232.000000 Penalty: 5736.755859
	Iteration 20F: 3 clusters Score -1.128923e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -11289380.000000 Penalty: 5736.755859
	Iteration 21Q: 3 clusters Score -1.128938e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -11289491.000000 Penalty: 5736.755859
	Iteration 22Q: 3 clusters Score -1.128949e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -11289537.000000 Penalty: 5736.755859
	Iteration 23Q: 3 clusters Score -1.128954e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -11289647.000000 Penalty: 5736.755859
	Iteration 24Q: 3 clusters Score -1.128965e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -11289712.000000 Penalty: 5736.755859
	Iteration 25Q: 3 clusters Score -1.128971e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -11289776.000000 Penalty: 5736.755859
	Iteration 26Q: 3 clusters Score -1.128978e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -11289856.000000 Penalty: 5736.755859
	Iteration 27Q: 3 clusters Score -1.128986e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -11289922.000000 Penalty: 5736.755859
	Iteration 28Q: 3 clusters Score -1.128992e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -11289933.000000 Penalty: 5736.755859
	Iteration 29Q: 3 clusters Score -1.128993e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -11290019.000000 Penalty: 5736.755859
	Iteration 30Q: 3 clusters Score -1.129002e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -11290057.000000 Penalty: 5736.755859
	Iteration 31Q: 3 clusters Score -1.129006e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -11290082.000000 Penalty: 5736.755859
	Iteration 32Q: 3 clusters Score -1.129008e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -11290100.000000 Penalty: 5736.755859
	Iteration 33Q: 3 clusters Score -1.12901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -11290111.000000 Penalty: 5736.755859
	Iteration 34Q: 3 clusters Score -1.129011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 103074 members 
Entering Unmasked Estep 
Score: -11290128.000000 Penalty: 5736.755859
	Iteration 35Q: 3 clusters Score -1.129013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -11290152.000000 Penalty: 5736.755859
	Iteration 36Q: 3 clusters Score -1.129015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -11290151.000000 Penalty: 5736.755859
	Iteration 37Q: 3 clusters Score -1.129015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -11290164.000000 Penalty: 5736.755859
	Iteration 38Q: 3 clusters Score -1.129016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -11290176.000000 Penalty: 5736.755859
	Iteration 39Q: 3 clusters Score -1.129018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -11290175.000000 Penalty: 5736.755859
	Iteration 40F: 3 clusters Score -1.129018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -11290189.000000 Penalty: 5736.755859
	Iteration 41Q: 3 clusters Score -1.129019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -11290184.000000 Penalty: 5736.755859
	Iteration 42Q: 3 clusters Score -1.129018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -11290189.000000 Penalty: 5736.755859
	Iteration 43Q: 3 clusters Score -1.129019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -11290214.000000 Penalty: 5736.755859
	Iteration 44Q: 3 clusters Score -1.129021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -11290225.000000 Penalty: 5736.755859
	Iteration 45Q: 3 clusters Score -1.129022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -11290223.000000 Penalty: 5736.755859
	Iteration 46Q: 3 clusters Score -1.129022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -11290231.000000 Penalty: 5736.755859
	Iteration 47Q: 3 clusters Score -1.129023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 103409 members 
Entering Unmasked Estep 
Score: -11290218.000000 Penalty: 5736.755859
	Iteration 48Q: 3 clusters Score -1.129022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -11290221.000000 Penalty: 5736.755859
	Iteration 49Q: 3 clusters Score -1.129022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -11290242.000000 Penalty: 5736.755859
	Iteration 50Q: 3 clusters Score -1.129024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -11290240.000000 Penalty: 5736.755859
	Iteration 51Q: 3 clusters Score -1.129024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -11290246.000000 Penalty: 5736.755859
	Iteration 52Q: 3 clusters Score -1.129025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -11290250.000000 Penalty: 5736.755859
	Iteration 53Q: 3 clusters Score -1.129025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -11290246.000000 Penalty: 5736.755859
	Iteration 54Q: 3 clusters Score -1.129025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -11290246.000000 Penalty: 5736.755859
	Iteration 55Q: 3 clusters Score -1.129025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -11290246.000000 Penalty: 5736.755859
	Iteration 56Q: 3 clusters Score -1.129025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -11290236.000000 Penalty: 5736.755859
	Iteration 57Q: 3 clusters Score -1.129024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -11290239.000000 Penalty: 5736.755859
	Iteration 58Q: 3 clusters Score -1.129024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -11290245.000000 Penalty: 5736.755859
	Iteration 59Q: 3 clusters Score -1.129024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -11290247.000000 Penalty: 5736.755859
	Iteration 60F: 3 clusters Score -1.129025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 103547 members 
Entering Unmasked Estep 
Score: -11290241.000000 Penalty: 5736.755859
	Iteration 61Q: 3 clusters Score -1.129024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -11290240.000000 Penalty: 5736.755859
	Iteration 62Q: 3 clusters Score -1.129024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -11290243.000000 Penalty: 5736.755859
	Iteration 63Q: 3 clusters Score -1.129024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -11290243.000000 Penalty: 5736.755859
	Iteration 64F: 3 clusters Score -1.129024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (337259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337259 members 
Entering Unmasked Estep 
Score: -35692172.000000 Penalty: 3156.694336
	Iteration 0F: 2 clusters Score -3.569217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 168255 members 
Entering Unmasked Estep 
Score: -35473412.000000 Penalty: 6313.388672
	Iteration 0F: 3 clusters Score -3.547341e+07 nChanged 163780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -35570604.000000 Penalty: 6313.388672
	Iteration 1F: 3 clusters Score -3.55706e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183719 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -35571996.000000 Penalty: 6313.388672
	Iteration 2Q: 3 clusters Score -3.5572e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193067 members 
Mstep: Class 2 contains 144192 members 
Entering Unmasked Estep 
Score: -35574856.000000 Penalty: 6313.388672
	Iteration 3Q: 3 clusters Score -3.557486e+07 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207394 members 
Mstep: Class 2 contains 129865 members 
Entering Unmasked Estep 
Score: -35581176.000000 Penalty: 6313.388672
	Iteration 4Q: 3 clusters Score -3.558118e+07 nChanged 21627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228701 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -35593272.000000 Penalty: 6313.388672
	Iteration 5F: 3 clusters Score -3.559327e+07 nChanged 28908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257487 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -35615620.000000 Penalty: 6313.388672
	Iteration 6F: 3 clusters Score -3.561562e+07 nChanged 32255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289698 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -35646432.000000 Penalty: 6313.388672
	Iteration 7F: 3 clusters Score -3.564643e+07 nChanged 26510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316188 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -35673776.000000 Penalty: 6313.388672
	Iteration 8F: 3 clusters Score -3.567378e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329903 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -35685144.000000 Penalty: 6313.388672
	Iteration 9Q: 3 clusters Score -3.568514e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334802 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -35688136.000000 Penalty: 6313.388672
	Iteration 10Q: 3 clusters Score -3.568814e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336247 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -35688916.000000 Penalty: 6313.388672
	Iteration 11Q: 3 clusters Score -3.568892e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -35689244.000000 Penalty: 6313.388672
	Iteration 12Q: 3 clusters Score -3.568924e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336787 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -35689408.000000 Penalty: 6313.388672
	Iteration 13Q: 3 clusters Score -3.568941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336837 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35689488.000000 Penalty: 6313.388672
	Iteration 14Q: 3 clusters Score -3.568949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336858 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35689532.000000 Penalty: 6313.388672
	Iteration 15Q: 3 clusters Score -3.568953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336872 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35689532.000000 Penalty: 6313.388672
	Iteration 16Q: 3 clusters Score -3.568953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336879 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35689552.000000 Penalty: 6313.388672
	Iteration 17Q: 3 clusters Score -3.568955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336884 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35689564.000000 Penalty: 6313.388672
	Iteration 18Q: 3 clusters Score -3.568956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336892 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35689560.000000 Penalty: 6313.388672
	Iteration 19Q: 3 clusters Score -3.568956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336900 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35689596.000000 Penalty: 6313.388672
	Iteration 20F: 3 clusters Score -3.56896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336904 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35689616.000000 Penalty: 6313.388672
	Iteration 21Q: 3 clusters Score -3.568962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336908 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35689632.000000 Penalty: 6313.388672
	Iteration 22Q: 3 clusters Score -3.568963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336911 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35689600.000000 Penalty: 6313.388672
	Iteration 23Q: 3 clusters Score -3.56896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35689604.000000 Penalty: 6313.388672
	Iteration 24Q: 3 clusters Score -3.56896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35689608.000000 Penalty: 6313.388672
	Iteration 25Q: 3 clusters Score -3.568961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336911 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35689620.000000 Penalty: 6313.388672
	Iteration 26Q: 3 clusters Score -3.568962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336912 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35689648.000000 Penalty: 6313.388672
	Iteration 27Q: 3 clusters Score -3.568965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336912 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35689644.000000 Penalty: 6313.388672
	Iteration 28Q: 3 clusters Score -3.568964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336911 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35689624.000000 Penalty: 6313.388672
	Iteration 29Q: 3 clusters Score -3.568962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35689628.000000 Penalty: 6313.388672
	Iteration 30Q: 3 clusters Score -3.568963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336908 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35689628.000000 Penalty: 6313.388672
	Iteration 31Q: 3 clusters Score -3.568963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35689612.000000 Penalty: 6313.388672
	Iteration 32Q: 3 clusters Score -3.568961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35689612.000000 Penalty: 6313.388672
	Iteration 33F: 3 clusters Score -3.568961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Entering Unmasked Estep 
Score: -8985164.000000 Penalty: 2821.001953
	Iteration 0F: 2 clusters Score -8985164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8926869.000000 Penalty: 5642.003906
	Iteration 0F: 3 clusters Score -8926869 nChanged 41110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8950010.000000 Penalty: 5642.003906
	Iteration 1F: 3 clusters Score -8950010 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -8950950.000000 Penalty: 5642.003906
	Iteration 2Q: 3 clusters Score -8950950 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -8952399.000000 Penalty: 5642.003906
	Iteration 3Q: 3 clusters Score -8952399 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -8955049.000000 Penalty: 5642.003906
	Iteration 4F: 3 clusters Score -8955049 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -8959709.000000 Penalty: 5642.003906
	Iteration 5F: 3 clusters Score -8959709 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -8966831.000000 Penalty: 5642.003906
	Iteration 6F: 3 clusters Score -8966831 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -8974901.000000 Penalty: 5642.003906
	Iteration 7F: 3 clusters Score -8974901 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8980028.000000 Penalty: 5642.003906
	Iteration 8F: 3 clusters Score -8980028 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8981966.000000 Penalty: 5642.003906
	Iteration 9Q: 3 clusters Score -8981966 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8982471.000000 Penalty: 5642.003906
	Iteration 10Q: 3 clusters Score -8982471 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8982636.000000 Penalty: 5642.003906
	Iteration 11Q: 3 clusters Score -8982636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8982677.000000 Penalty: 5642.003906
	Iteration 12Q: 3 clusters Score -8982677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8982696.000000 Penalty: 5642.003906
	Iteration 13Q: 3 clusters Score -8982696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8982722.000000 Penalty: 5642.003906
	Iteration 14Q: 3 clusters Score -8982722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8982744.000000 Penalty: 5642.003906
	Iteration 15Q: 3 clusters Score -8982744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8982751.000000 Penalty: 5642.003906
	Iteration 16Q: 3 clusters Score -8982751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8982756.000000 Penalty: 5642.003906
	Iteration 17Q: 3 clusters Score -8982756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8982756.000000 Penalty: 5642.003906
	Iteration 18Q: 3 clusters Score -8982756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8982756.000000 Penalty: 5642.003906
	Iteration 19F: 3 clusters Score -8982756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Entering Unmasked Estep 
Score: -3348870.750000 Penalty: 2565.056152
	Iteration 0F: 2 clusters Score -3348871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3327569.000000 Penalty: 5130.112305
	Iteration 0F: 3 clusters Score -3327569 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3335163.500000 Penalty: 5130.112305
	Iteration 1F: 3 clusters Score -3335164 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3335730.750000 Penalty: 5130.112305
	Iteration 2F: 3 clusters Score -3335731 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3336288.250000 Penalty: 5130.112305
	Iteration 3Q: 3 clusters Score -3336288 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3336943.750000 Penalty: 5130.112305
	Iteration 4Q: 3 clusters Score -3336944 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3337733.250000 Penalty: 5130.112305
	Iteration 5Q: 3 clusters Score -3337733 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3338659.000000 Penalty: 5130.112305
	Iteration 6F: 3 clusters Score -3338659 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3339672.000000 Penalty: 5130.112305
	Iteration 7F: 3 clusters Score -3339672 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3340812.000000 Penalty: 5130.112305
	Iteration 8F: 3 clusters Score -3340812 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3341912.250000 Penalty: 5130.112305
	Iteration 9F: 3 clusters Score -3341912 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3342767.000000 Penalty: 5130.112305
	Iteration 10Q: 3 clusters Score -3342767 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3343313.000000 Penalty: 5130.112305
	Iteration 11Q: 3 clusters Score -3343313 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3343583.000000 Penalty: 5130.112305
	Iteration 12Q: 3 clusters Score -3343583 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3343735.750000 Penalty: 5130.112305
	Iteration 13Q: 3 clusters Score -3343736 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3343889.000000 Penalty: 5130.112305
	Iteration 14Q: 3 clusters Score -3343889 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3343989.750000 Penalty: 5130.112305
	Iteration 15Q: 3 clusters Score -3343990 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3344092.250000 Penalty: 5130.112305
	Iteration 16Q: 3 clusters Score -3344092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3344203.000000 Penalty: 5130.112305
	Iteration 17Q: 3 clusters Score -3344203 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3344318.250000 Penalty: 5130.112305
	Iteration 18Q: 3 clusters Score -3344318 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3344411.750000 Penalty: 5130.112305
	Iteration 19Q: 3 clusters Score -3344412 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3344490.750000 Penalty: 5130.112305
	Iteration 20F: 3 clusters Score -3344491 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3344591.000000 Penalty: 5130.112305
	Iteration 21Q: 3 clusters Score -3344591 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3344694.250000 Penalty: 5130.112305
	Iteration 22Q: 3 clusters Score -3344694 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3344813.500000 Penalty: 5130.112305
	Iteration 23Q: 3 clusters Score -3344814 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3344903.750000 Penalty: 5130.112305
	Iteration 24Q: 3 clusters Score -3344904 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3345024.000000 Penalty: 5130.112305
	Iteration 25Q: 3 clusters Score -3345024 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3345136.000000 Penalty: 5130.112305
	Iteration 26Q: 3 clusters Score -3345136 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3345237.750000 Penalty: 5130.112305
	Iteration 27Q: 3 clusters Score -3345238 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3345327.500000 Penalty: 5130.112305
	Iteration 28Q: 3 clusters Score -3345328 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3345404.250000 Penalty: 5130.112305
	Iteration 29Q: 3 clusters Score -3345404 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3345488.750000 Penalty: 5130.112305
	Iteration 30Q: 3 clusters Score -3345489 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3345573.750000 Penalty: 5130.112305
	Iteration 31Q: 3 clusters Score -3345574 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3345661.000000 Penalty: 5130.112305
	Iteration 32Q: 3 clusters Score -3345661 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3345729.750000 Penalty: 5130.112305
	Iteration 33Q: 3 clusters Score -3345730 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3345781.500000 Penalty: 5130.112305
	Iteration 34Q: 3 clusters Score -3345782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3345832.750000 Penalty: 5130.112305
	Iteration 35Q: 3 clusters Score -3345833 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3345889.250000 Penalty: 5130.112305
	Iteration 36Q: 3 clusters Score -3345889 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3345940.500000 Penalty: 5130.112305
	Iteration 37Q: 3 clusters Score -3345940 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3346012.250000 Penalty: 5130.112305
	Iteration 38Q: 3 clusters Score -3346012 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3346076.000000 Penalty: 5130.112305
	Iteration 39Q: 3 clusters Score -3346076 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3346150.750000 Penalty: 5130.112305
	Iteration 40F: 3 clusters Score -3346151 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3346208.750000 Penalty: 5130.112305
	Iteration 41Q: 3 clusters Score -3346209 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3346274.250000 Penalty: 5130.112305
	Iteration 42Q: 3 clusters Score -3346274 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3346343.500000 Penalty: 5130.112305
	Iteration 43Q: 3 clusters Score -3346344 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3346417.250000 Penalty: 5130.112305
	Iteration 44Q: 3 clusters Score -3346417 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3346459.250000 Penalty: 5130.112305
	Iteration 45Q: 3 clusters Score -3346459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3346505.500000 Penalty: 5130.112305
	Iteration 46Q: 3 clusters Score -3346506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3346541.500000 Penalty: 5130.112305
	Iteration 47Q: 3 clusters Score -3346542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3346596.750000 Penalty: 5130.112305
	Iteration 48Q: 3 clusters Score -3346597 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3346630.500000 Penalty: 5130.112305
	Iteration 49Q: 3 clusters Score -3346630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3346665.750000 Penalty: 5130.112305
	Iteration 50Q: 3 clusters Score -3346666 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3346702.500000 Penalty: 5130.112305
	Iteration 51Q: 3 clusters Score -3346702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3346735.750000 Penalty: 5130.112305
	Iteration 52Q: 3 clusters Score -3346736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3346757.000000 Penalty: 5130.112305
	Iteration 53Q: 3 clusters Score -3346757 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3346788.250000 Penalty: 5130.112305
	Iteration 54Q: 3 clusters Score -3346788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3346806.250000 Penalty: 5130.112305
	Iteration 55Q: 3 clusters Score -3346806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3346836.000000 Penalty: 5130.112305
	Iteration 56Q: 3 clusters Score -3346836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3346863.000000 Penalty: 5130.112305
	Iteration 57Q: 3 clusters Score -3346863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3346887.250000 Penalty: 5130.112305
	Iteration 58Q: 3 clusters Score -3346887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3346894.000000 Penalty: 5130.112305
	Iteration 59Q: 3 clusters Score -3346894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3346903.250000 Penalty: 5130.112305
	Iteration 60F: 3 clusters Score -3346903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3346910.750000 Penalty: 5130.112305
	Iteration 61Q: 3 clusters Score -3346911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3346921.750000 Penalty: 5130.112305
	Iteration 62Q: 3 clusters Score -3346922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3346935.250000 Penalty: 5130.112305
	Iteration 63Q: 3 clusters Score -3346935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3346943.500000 Penalty: 5130.112305
	Iteration 64Q: 3 clusters Score -3346944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3346951.250000 Penalty: 5130.112305
	Iteration 65Q: 3 clusters Score -3346951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3346955.250000 Penalty: 5130.112305
	Iteration 66Q: 3 clusters Score -3346955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3346953.500000 Penalty: 5130.112305
	Iteration 67Q: 3 clusters Score -3346954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3346962.500000 Penalty: 5130.112305
	Iteration 68Q: 3 clusters Score -3346962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3346978.500000 Penalty: 5130.112305
	Iteration 69Q: 3 clusters Score -3346978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3346981.750000 Penalty: 5130.112305
	Iteration 70Q: 3 clusters Score -3346982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3346979.000000 Penalty: 5130.112305
	Iteration 71Q: 3 clusters Score -3346979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3346988.000000 Penalty: 5130.112305
	Iteration 72Q: 3 clusters Score -3346988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3346981.000000 Penalty: 5130.112305
	Iteration 73Q: 3 clusters Score -3346981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3346985.250000 Penalty: 5130.112305
	Iteration 74Q: 3 clusters Score -3346985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3346993.500000 Penalty: 5130.112305
	Iteration 75Q: 3 clusters Score -3346994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3346987.500000 Penalty: 5130.112305
	Iteration 76Q: 3 clusters Score -3346988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3346990.500000 Penalty: 5130.112305
	Iteration 77Q: 3 clusters Score -3346990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3346990.750000 Penalty: 5130.112305
	Iteration 78Q: 3 clusters Score -3346991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3346994.250000 Penalty: 5130.112305
	Iteration 79Q: 3 clusters Score -3346994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3346997.000000 Penalty: 5130.112305
	Iteration 80F: 3 clusters Score -3346997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3346995.000000 Penalty: 5130.112305
	Iteration 81Q: 3 clusters Score -3346995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3346995.000000 Penalty: 5130.112305
	Iteration 82Q: 3 clusters Score -3346995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3346999.750000 Penalty: 5130.112305
	Iteration 83Q: 3 clusters Score -3347000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -3347001.500000 Penalty: 5130.112305
	Iteration 84Q: 3 clusters Score -3347002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3346999.250000 Penalty: 5130.112305
	Iteration 85Q: 3 clusters Score -3346999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3346997.000000 Penalty: 5130.112305
	Iteration 86Q: 3 clusters Score -3346997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3347007.000000 Penalty: 5130.112305
	Iteration 87Q: 3 clusters Score -3347007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3347005.250000 Penalty: 5130.112305
	Iteration 88Q: 3 clusters Score -3347005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3347005.250000 Penalty: 5130.112305
	Iteration 89Q: 3 clusters Score -3347005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3347007.000000 Penalty: 5130.112305
	Iteration 90Q: 3 clusters Score -3347007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3347004.000000 Penalty: 5130.112305
	Iteration 91Q: 3 clusters Score -3347004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3347011.250000 Penalty: 5130.112305
	Iteration 92Q: 3 clusters Score -3347011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3347013.250000 Penalty: 5130.112305
	Iteration 93Q: 3 clusters Score -3347013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3347019.000000 Penalty: 5130.112305
	Iteration 94Q: 3 clusters Score -3347019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3347019.000000 Penalty: 5130.112305
	Iteration 95Q: 3 clusters Score -3347019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3347018.500000 Penalty: 5130.112305
	Iteration 96Q: 3 clusters Score -3347018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3347020.500000 Penalty: 5130.112305
	Iteration 97Q: 3 clusters Score -3347020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3347028.750000 Penalty: 5130.112305
	Iteration 98Q: 3 clusters Score -3347029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3347029.250000 Penalty: 5130.112305
	Iteration 99Q: 3 clusters Score -3347029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3347031.500000 Penalty: 5130.112305
	Iteration 100F: 3 clusters Score -3347032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3347030.750000 Penalty: 5130.112305
	Iteration 101Q: 3 clusters Score -3347031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3347038.250000 Penalty: 5130.112305
	Iteration 102Q: 3 clusters Score -3347038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3347040.750000 Penalty: 5130.112305
	Iteration 103Q: 3 clusters Score -3347041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3347038.750000 Penalty: 5130.112305
	Iteration 104Q: 3 clusters Score -3347039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3347040.500000 Penalty: 5130.112305
	Iteration 105Q: 3 clusters Score -3347040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3347042.000000 Penalty: 5130.112305
	Iteration 106Q: 3 clusters Score -3347042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3347039.250000 Penalty: 5130.112305
	Iteration 107Q: 3 clusters Score -3347039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3347039.500000 Penalty: 5130.112305
	Iteration 108Q: 3 clusters Score -3347040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3347040.250000 Penalty: 5130.112305
	Iteration 109Q: 3 clusters Score -3347040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3347045.250000 Penalty: 5130.112305
	Iteration 110Q: 3 clusters Score -3347045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3347037.250000 Penalty: 5130.112305
	Iteration 111Q: 3 clusters Score -3347037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3347038.500000 Penalty: 5130.112305
	Iteration 112Q: 3 clusters Score -3347038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3347036.750000 Penalty: 5130.112305
	Iteration 113Q: 3 clusters Score -3347037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3347039.500000 Penalty: 5130.112305
	Iteration 114Q: 3 clusters Score -3347040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3347037.000000 Penalty: 5130.112305
	Iteration 115Q: 3 clusters Score -3347037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3347040.000000 Penalty: 5130.112305
	Iteration 116Q: 3 clusters Score -3347040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3347044.250000 Penalty: 5130.112305
	Iteration 117Q: 3 clusters Score -3347044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3347049.500000 Penalty: 5130.112305
	Iteration 118Q: 3 clusters Score -3347050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3347048.500000 Penalty: 5130.112305
	Iteration 119Q: 3 clusters Score -3347048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3347054.500000 Penalty: 5130.112305
	Iteration 120F: 3 clusters Score -3347054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3347056.750000 Penalty: 5130.112305
	Iteration 121Q: 3 clusters Score -3347057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3347055.250000 Penalty: 5130.112305
	Iteration 122Q: 3 clusters Score -3347055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3347055.000000 Penalty: 5130.112305
	Iteration 123Q: 3 clusters Score -3347055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3347054.750000 Penalty: 5130.112305
	Iteration 124Q: 3 clusters Score -3347055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3347053.000000 Penalty: 5130.112305
	Iteration 125Q: 3 clusters Score -3347053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3347053.000000 Penalty: 5130.112305
	Iteration 126Q: 3 clusters Score -3347053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3347054.250000 Penalty: 5130.112305
	Iteration 127Q: 3 clusters Score -3347054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3347056.000000 Penalty: 5130.112305
	Iteration 128Q: 3 clusters Score -3347056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3347052.250000 Penalty: 5130.112305
	Iteration 129Q: 3 clusters Score -3347052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3347053.500000 Penalty: 5130.112305
	Iteration 130Q: 3 clusters Score -3347054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3347056.750000 Penalty: 5130.112305
	Iteration 131Q: 3 clusters Score -3347057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3347058.750000 Penalty: 5130.112305
	Iteration 132Q: 3 clusters Score -3347059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3347062.250000 Penalty: 5130.112305
	Iteration 133Q: 3 clusters Score -3347062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3347059.500000 Penalty: 5130.112305
	Iteration 134Q: 3 clusters Score -3347060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3347059.500000 Penalty: 5130.112305
	Iteration 135F: 3 clusters Score -3347060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Entering Unmasked Estep 
Score: -1069885.000000 Penalty: 2300.061523
	Iteration 0F: 2 clusters Score -1069885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1061932.500000 Penalty: 4600.123047
	Iteration 0F: 3 clusters Score -1061932 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1064751.250000 Penalty: 4600.123047
	Iteration 1F: 3 clusters Score -1064751 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1065673.250000 Penalty: 4600.123047
	Iteration 2F: 3 clusters Score -1065673 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1066563.500000 Penalty: 4600.123047
	Iteration 3F: 3 clusters Score -1066564 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1067342.750000 Penalty: 4600.123047
	Iteration 4F: 3 clusters Score -1067343 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1067972.250000 Penalty: 4600.123047
	Iteration 5F: 3 clusters Score -1067972 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1068358.375000 Penalty: 4600.123047
	Iteration 6F: 3 clusters Score -1068358 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1068596.125000 Penalty: 4600.123047
	Iteration 7Q: 3 clusters Score -1068596 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1068728.125000 Penalty: 4600.123047
	Iteration 8Q: 3 clusters Score -1068728 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1068808.250000 Penalty: 4600.123047
	Iteration 9Q: 3 clusters Score -1068808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1068856.375000 Penalty: 4600.123047
	Iteration 10Q: 3 clusters Score -1068856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1068890.875000 Penalty: 4600.123047
	Iteration 11Q: 3 clusters Score -1068891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1068919.375000 Penalty: 4600.123047
	Iteration 12Q: 3 clusters Score -1068919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1068940.500000 Penalty: 4600.123047
	Iteration 13Q: 3 clusters Score -1068940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1068958.000000 Penalty: 4600.123047
	Iteration 14Q: 3 clusters Score -1068958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1068966.125000 Penalty: 4600.123047
	Iteration 15Q: 3 clusters Score -1068966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1068980.125000 Penalty: 4600.123047
	Iteration 16Q: 3 clusters Score -1068980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1068990.125000 Penalty: 4600.123047
	Iteration 17Q: 3 clusters Score -1068990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1068996.375000 Penalty: 4600.123047
	Iteration 18Q: 3 clusters Score -1068996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1069004.875000 Penalty: 4600.123047
	Iteration 19Q: 3 clusters Score -1069005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1069010.875000 Penalty: 4600.123047
	Iteration 20F: 3 clusters Score -1069011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1069019.875000 Penalty: 4600.123047
	Iteration 21Q: 3 clusters Score -1069020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1069026.625000 Penalty: 4600.123047
	Iteration 22Q: 3 clusters Score -1069027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1069031.125000 Penalty: 4600.123047
	Iteration 23Q: 3 clusters Score -1069031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1069031.625000 Penalty: 4600.123047
	Iteration 24Q: 3 clusters Score -1069032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1069034.875000 Penalty: 4600.123047
	Iteration 25Q: 3 clusters Score -1069035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1069037.875000 Penalty: 4600.123047
	Iteration 26Q: 3 clusters Score -1069038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1069036.000000 Penalty: 4600.123047
	Iteration 27Q: 3 clusters Score -1069036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1069037.000000 Penalty: 4600.123047
	Iteration 28Q: 3 clusters Score -1069037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1069038.250000 Penalty: 4600.123047
	Iteration 29Q: 3 clusters Score -1069038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1069038.625000 Penalty: 4600.123047
	Iteration 30Q: 3 clusters Score -1069039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1069036.750000 Penalty: 4600.123047
	Iteration 31Q: 3 clusters Score -1069037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1069043.250000 Penalty: 4600.123047
	Iteration 32Q: 3 clusters Score -1069043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1069041.500000 Penalty: 4600.123047
	Iteration 33Q: 3 clusters Score -1069042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1069042.500000 Penalty: 4600.123047
	Iteration 34Q: 3 clusters Score -1069042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1069045.500000 Penalty: 4600.123047
	Iteration 35Q: 3 clusters Score -1069046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1069045.875000 Penalty: 4600.123047
	Iteration 36Q: 3 clusters Score -1069046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1069046.250000 Penalty: 4600.123047
	Iteration 37Q: 3 clusters Score -1069046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1069047.875000 Penalty: 4600.123047
	Iteration 38Q: 3 clusters Score -1069048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1069049.500000 Penalty: 4600.123047
	Iteration 39Q: 3 clusters Score -1069050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1069048.000000 Penalty: 4600.123047
	Iteration 40F: 3 clusters Score -1069048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1069050.000000 Penalty: 4600.123047
	Iteration 41Q: 3 clusters Score -1069050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1069054.000000 Penalty: 4600.123047
	Iteration 42Q: 3 clusters Score -1069054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1069052.875000 Penalty: 4600.123047
	Iteration 43Q: 3 clusters Score -1069053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1069054.500000 Penalty: 4600.123047
	Iteration 44Q: 3 clusters Score -1069054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1069059.875000 Penalty: 4600.123047
	Iteration 45Q: 3 clusters Score -1069060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1069060.375000 Penalty: 4600.123047
	Iteration 46Q: 3 clusters Score -1069060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1069064.500000 Penalty: 4600.123047
	Iteration 47Q: 3 clusters Score -1069064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1069065.125000 Penalty: 4600.123047
	Iteration 48Q: 3 clusters Score -1069065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1069066.500000 Penalty: 4600.123047
	Iteration 49Q: 3 clusters Score -1069066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1069067.000000 Penalty: 4600.123047
	Iteration 50Q: 3 clusters Score -1069067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1069067.875000 Penalty: 4600.123047
	Iteration 51Q: 3 clusters Score -1069068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1069067.625000 Penalty: 4600.123047
	Iteration 52Q: 3 clusters Score -1069068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1069068.000000 Penalty: 4600.123047
	Iteration 53Q: 3 clusters Score -1069068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1069069.125000 Penalty: 4600.123047
	Iteration 54Q: 3 clusters Score -1069069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1069069.125000 Penalty: 4600.123047
	Iteration 55F: 3 clusters Score -1069069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 181459 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 325187 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 279405 members 
Mstep: Class 14 contains 58872 members 
Mstep: Class 15 contains 44860 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105455 members 
Mstep: Class 20 contains 337259 members 
Mstep: Class 21 contains 87117 members 
Mstep: Class 23 contains 31038 members 
Mstep: Class 24 contains 10662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390112.000000 Penalty: 77678.523438
Iteration 119Q: 23 clusters Score -1.583901e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 181234 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 325609 members 
Mstep: Class 6 contains 8242 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10233 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 279267 members 
Mstep: Class 14 contains 58849 members 
Mstep: Class 15 contains 44864 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105422 members 
Mstep: Class 20 contains 337246 members 
Mstep: Class 21 contains 87162 members 
Mstep: Class 23 contains 31022 members 
Mstep: Class 24 contains 10657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389856.000000 Penalty: 77678.523438
Iteration 120F: 23 clusters Score -1.583899e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 181003 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 325980 members 
Mstep: Class 6 contains 8246 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10217 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 279097 members 
Mstep: Class 14 contains 58839 members 
Mstep: Class 15 contains 44871 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 20 contains 337285 members 
Mstep: Class 21 contains 87202 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 10656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389776.000000 Penalty: 77678.523438
Iteration 121Q: 23 clusters Score -1.583898e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 180818 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 326309 members 
Mstep: Class 6 contains 8254 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10195 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 278963 members 
Mstep: Class 14 contains 58827 members 
Mstep: Class 15 contains 44873 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105363 members 
Mstep: Class 20 contains 337313 members 
Mstep: Class 21 contains 87250 members 
Mstep: Class 23 contains 30981 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389808.000000 Penalty: 77678.523438
Iteration 122Q: 23 clusters Score -1.583898e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 180657 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 326640 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 278808 members 
Mstep: Class 14 contains 58809 members 
Mstep: Class 15 contains 44873 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105322 members 
Mstep: Class 20 contains 337361 members 
Mstep: Class 21 contains 87282 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389744.000000 Penalty: 77678.523438
Iteration 123Q: 23 clusters Score -1.583897e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 180458 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 326986 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10165 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 278693 members 
Mstep: Class 14 contains 58789 members 
Mstep: Class 15 contains 44872 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105275 members 
Mstep: Class 20 contains 337399 members 
Mstep: Class 21 contains 87309 members 
Mstep: Class 23 contains 30938 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 124Q: 23 clusters Score -1.583896e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 180275 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 327351 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 278556 members 
Mstep: Class 14 contains 58774 members 
Mstep: Class 15 contains 44856 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105233 members 
Mstep: Class 20 contains 337438 members 
Mstep: Class 21 contains 87340 members 
Mstep: Class 23 contains 30911 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389760.000000 Penalty: 77678.523438
Iteration 125Q: 23 clusters Score -1.583898e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 180111 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 327614 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10132 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 278446 members 
Mstep: Class 14 contains 58753 members 
Mstep: Class 15 contains 44857 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105180 members 
Mstep: Class 20 contains 337520 members 
Mstep: Class 21 contains 87371 members 
Mstep: Class 23 contains 30896 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389408.000000 Penalty: 77678.523438
Iteration 126Q: 23 clusters Score -1.583894e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179933 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 327752 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278382 members 
Mstep: Class 14 contains 58752 members 
Mstep: Class 15 contains 44852 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105153 members 
Mstep: Class 20 contains 337666 members 
Mstep: Class 21 contains 87396 members 
Mstep: Class 23 contains 30875 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389584.000000 Penalty: 77678.523438
Iteration 127Q: 23 clusters Score -1.583896e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179812 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 327845 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278335 members 
Mstep: Class 14 contains 58732 members 
Mstep: Class 15 contains 44857 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105125 members 
Mstep: Class 20 contains 337788 members 
Mstep: Class 21 contains 87425 members 
Mstep: Class 23 contains 30857 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389664.000000 Penalty: 77678.523438
Iteration 128Q: 23 clusters Score -1.583897e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179728 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 327886 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278338 members 
Mstep: Class 14 contains 58732 members 
Mstep: Class 15 contains 44852 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105096 members 
Mstep: Class 20 contains 337843 members 
Mstep: Class 21 contains 87459 members 
Mstep: Class 23 contains 30854 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389648.000000 Penalty: 77678.523438
Iteration 129Q: 23 clusters Score -1.583896e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179653 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 327913 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278326 members 
Mstep: Class 14 contains 58732 members 
Mstep: Class 15 contains 44839 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105081 members 
Mstep: Class 20 contains 337938 members 
Mstep: Class 21 contains 87482 members 
Mstep: Class 23 contains 30840 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389552.000000 Penalty: 77678.523438
Iteration 130Q: 23 clusters Score -1.583896e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179565 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 327990 members 
Mstep: Class 6 contains 8272 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278304 members 
Mstep: Class 14 contains 58739 members 
Mstep: Class 15 contains 44831 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105054 members 
Mstep: Class 20 contains 338006 members 
Mstep: Class 21 contains 87514 members 
Mstep: Class 23 contains 30827 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389968.000000 Penalty: 77678.523438
Iteration 131Q: 23 clusters Score -1.5839e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179513 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 328035 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278265 members 
Mstep: Class 14 contains 58738 members 
Mstep: Class 15 contains 44817 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105057 members 
Mstep: Class 20 contains 338079 members 
Mstep: Class 21 contains 87529 members 
Mstep: Class 23 contains 30812 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390064.000000 Penalty: 77678.523438
Iteration 132Q: 23 clusters Score -1.583901e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179447 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 328075 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 10009 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 278227 members 
Mstep: Class 14 contains 58742 members 
Mstep: Class 15 contains 44814 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105037 members 
Mstep: Class 20 contains 338161 members 
Mstep: Class 21 contains 87549 members 
Mstep: Class 23 contains 30811 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389984.000000 Penalty: 77678.523438
Iteration 133Q: 23 clusters Score -1.5839e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179380 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 328085 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9997 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278190 members 
Mstep: Class 14 contains 58740 members 
Mstep: Class 15 contains 44817 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105039 members 
Mstep: Class 20 contains 338250 members 
Mstep: Class 21 contains 87569 members 
Mstep: Class 23 contains 30809 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389904.000000 Penalty: 77678.523438
Iteration 134Q: 23 clusters Score -1.583899e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179318 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 328112 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278130 members 
Mstep: Class 14 contains 58747 members 
Mstep: Class 15 contains 44817 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 105022 members 
Mstep: Class 20 contains 338352 members 
Mstep: Class 21 contains 87589 members 
Mstep: Class 23 contains 30801 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389712.000000 Penalty: 77678.523438
Iteration 135Q: 23 clusters Score -1.583897e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179264 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 328152 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278075 members 
Mstep: Class 14 contains 58742 members 
Mstep: Class 15 contains 44822 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104998 members 
Mstep: Class 20 contains 338440 members 
Mstep: Class 21 contains 87617 members 
Mstep: Class 23 contains 30800 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389472.000000 Penalty: 77678.523438
Iteration 136Q: 23 clusters Score -1.583895e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179217 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 328192 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278022 members 
Mstep: Class 14 contains 58749 members 
Mstep: Class 15 contains 44820 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104969 members 
Mstep: Class 20 contains 338502 members 
Mstep: Class 21 contains 87651 members 
Mstep: Class 23 contains 30801 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 137Q: 23 clusters Score -1.583896e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 179183 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 328224 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 277983 members 
Mstep: Class 14 contains 58746 members 
Mstep: Class 15 contains 44821 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104956 members 
Mstep: Class 20 contains 338549 members 
Mstep: Class 21 contains 87679 members 
Mstep: Class 23 contains 30795 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389568.000000 Penalty: 77678.523438
Iteration 138Q: 23 clusters Score -1.583896e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179151 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328238 members 
Mstep: Class 6 contains 8275 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9921 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 277966 members 
Mstep: Class 14 contains 58742 members 
Mstep: Class 15 contains 44823 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104937 members 
Mstep: Class 20 contains 338598 members 
Mstep: Class 21 contains 87702 members 
Mstep: Class 23 contains 30790 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389840.000000 Penalty: 77678.523438
Iteration 139Q: 23 clusters Score -1.583898e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179115 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328251 members 
Mstep: Class 6 contains 8279 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 277971 members 
Mstep: Class 14 contains 58743 members 
Mstep: Class 15 contains 44821 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104919 members 
Mstep: Class 20 contains 338627 members 
Mstep: Class 21 contains 87721 members 
Mstep: Class 23 contains 30785 members 
Mstep: Class 24 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389744.000000 Penalty: 77678.523438
Iteration 140F: 23 clusters Score -1.583897e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179075 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328282 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9895 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 277970 members 
Mstep: Class 14 contains 58740 members 
Mstep: Class 15 contains 44821 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104908 members 
Mstep: Class 20 contains 338657 members 
Mstep: Class 21 contains 87735 members 
Mstep: Class 23 contains 30783 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389632.000000 Penalty: 77678.523438
Iteration 141Q: 23 clusters Score -1.583896e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179051 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328267 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 277967 members 
Mstep: Class 14 contains 58753 members 
Mstep: Class 15 contains 44820 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104905 members 
Mstep: Class 20 contains 338693 members 
Mstep: Class 21 contains 87750 members 
Mstep: Class 23 contains 30781 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389824.000000 Penalty: 77678.523438
Iteration 142Q: 23 clusters Score -1.583898e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179035 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328222 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9875 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 277955 members 
Mstep: Class 14 contains 58762 members 
Mstep: Class 15 contains 44833 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104907 members 
Mstep: Class 20 contains 338735 members 
Mstep: Class 21 contains 87766 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389760.000000 Penalty: 77678.523438
Iteration 143Q: 23 clusters Score -1.583898e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179015 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328167 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9869 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 277979 members 
Mstep: Class 14 contains 58765 members 
Mstep: Class 15 contains 44836 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104908 members 
Mstep: Class 20 contains 338788 members 
Mstep: Class 21 contains 87772 members 
Mstep: Class 23 contains 30774 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389744.000000 Penalty: 77678.523438
Iteration 144Q: 23 clusters Score -1.583897e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179015 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 328072 members 
Mstep: Class 6 contains 8293 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278000 members 
Mstep: Class 14 contains 58766 members 
Mstep: Class 15 contains 44851 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104907 members 
Mstep: Class 20 contains 338854 members 
Mstep: Class 21 contains 87777 members 
Mstep: Class 23 contains 30772 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389792.000000 Penalty: 77678.523438
Iteration 145Q: 23 clusters Score -1.583898e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179015 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327982 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278018 members 
Mstep: Class 14 contains 58767 members 
Mstep: Class 15 contains 44859 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104914 members 
Mstep: Class 20 contains 338918 members 
Mstep: Class 21 contains 87782 members 
Mstep: Class 23 contains 30764 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389776.000000 Penalty: 77678.523438
Iteration 146Q: 23 clusters Score -1.583898e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 179008 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327914 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278037 members 
Mstep: Class 14 contains 58769 members 
Mstep: Class 15 contains 44873 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104912 members 
Mstep: Class 20 contains 338969 members 
Mstep: Class 21 contains 87790 members 
Mstep: Class 23 contains 30759 members 
Mstep: Class 24 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389808.000000 Penalty: 77678.523438
Iteration 147Q: 23 clusters Score -1.583898e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178996 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327836 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9829 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278059 members 
Mstep: Class 14 contains 58769 members 
Mstep: Class 15 contains 44883 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104929 members 
Mstep: Class 20 contains 339009 members 
Mstep: Class 21 contains 87799 members 
Mstep: Class 23 contains 30763 members 
Mstep: Class 24 contains 10653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 148Q: 23 clusters Score -1.583896e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178995 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327744 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9816 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278098 members 
Mstep: Class 14 contains 58765 members 
Mstep: Class 15 contains 44887 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104946 members 
Mstep: Class 20 contains 339047 members 
Mstep: Class 21 contains 87807 members 
Mstep: Class 23 contains 30769 members 
Mstep: Class 24 contains 10652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389712.000000 Penalty: 77678.523438
Iteration 149Q: 23 clusters Score -1.583897e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178995 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327683 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278122 members 
Mstep: Class 14 contains 58760 members 
Mstep: Class 15 contains 44890 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104948 members 
Mstep: Class 20 contains 339094 members 
Mstep: Class 21 contains 87814 members 
Mstep: Class 23 contains 30770 members 
Mstep: Class 24 contains 10650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 150Q: 23 clusters Score -1.583896e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178981 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327623 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9795 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278135 members 
Mstep: Class 14 contains 58763 members 
Mstep: Class 15 contains 44896 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104949 members 
Mstep: Class 20 contains 339139 members 
Mstep: Class 21 contains 87825 members 
Mstep: Class 23 contains 30770 members 
Mstep: Class 24 contains 10649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389504.000000 Penalty: 77678.523438
Iteration 151Q: 23 clusters Score -1.583895e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178977 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327558 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9789 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278155 members 
Mstep: Class 14 contains 58764 members 
Mstep: Class 15 contains 44898 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104943 members 
Mstep: Class 20 contains 339193 members 
Mstep: Class 21 contains 87828 members 
Mstep: Class 23 contains 30768 members 
Mstep: Class 24 contains 10649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389408.000000 Penalty: 77678.523438
Iteration 152Q: 23 clusters Score -1.583894e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178970 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327525 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278172 members 
Mstep: Class 14 contains 58764 members 
Mstep: Class 15 contains 44903 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104934 members 
Mstep: Class 20 contains 339226 members 
Mstep: Class 21 contains 87833 members 
Mstep: Class 23 contains 30762 members 
Mstep: Class 24 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389456.000000 Penalty: 77678.523438
Iteration 153Q: 23 clusters Score -1.583895e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178970 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327481 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9782 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278169 members 
Mstep: Class 14 contains 58769 members 
Mstep: Class 15 contains 44911 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104930 members 
Mstep: Class 20 contains 339264 members 
Mstep: Class 21 contains 87839 members 
Mstep: Class 23 contains 30758 members 
Mstep: Class 24 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389408.000000 Penalty: 77678.523438
Iteration 154Q: 23 clusters Score -1.583894e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178974 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327427 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9782 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278168 members 
Mstep: Class 14 contains 58768 members 
Mstep: Class 15 contains 44917 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104931 members 
Mstep: Class 20 contains 339304 members 
Mstep: Class 21 contains 87844 members 
Mstep: Class 23 contains 30754 members 
Mstep: Class 24 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389456.000000 Penalty: 77678.523438
Iteration 155Q: 23 clusters Score -1.583895e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178969 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327401 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9783 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278168 members 
Mstep: Class 14 contains 58766 members 
Mstep: Class 15 contains 44921 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104933 members 
Mstep: Class 20 contains 339329 members 
Mstep: Class 21 contains 87850 members 
Mstep: Class 23 contains 30748 members 
Mstep: Class 24 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389456.000000 Penalty: 77678.523438
Iteration 156Q: 23 clusters Score -1.583895e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178956 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327381 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278167 members 
Mstep: Class 14 contains 58763 members 
Mstep: Class 15 contains 44931 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104935 members 
Mstep: Class 20 contains 339356 members 
Mstep: Class 21 contains 87851 members 
Mstep: Class 23 contains 30744 members 
Mstep: Class 24 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389312.000000 Penalty: 77678.523438
Iteration 157Q: 23 clusters Score -1.583893e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178946 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327367 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9782 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278166 members 
Mstep: Class 14 contains 58763 members 
Mstep: Class 15 contains 44933 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104933 members 
Mstep: Class 20 contains 339376 members 
Mstep: Class 21 contains 87858 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389280.000000 Penalty: 77678.523438
Iteration 158Q: 23 clusters Score -1.583893e+08 nChanged 95
Entering ConstructFrom: 
Score: -158389280.000000 Penalty: 77678.523438
Entering ConstructFrom: 
Trying to split cluster 1 (29198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Entering Unmasked Estep 
Score: -2833988.250000 Penalty: 2549.900146
	Iteration 0F: 2 clusters Score -2833988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2813921.750000 Penalty: 5099.800293
	Iteration 0F: 3 clusters Score -2813922 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2821223.750000 Penalty: 5099.800293
	Iteration 1F: 3 clusters Score -2821224 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2821950.500000 Penalty: 5099.800293
	Iteration 2F: 3 clusters Score -2821950 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2822725.500000 Penalty: 5099.800293
	Iteration 3F: 3 clusters Score -2822726 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2823469.750000 Penalty: 5099.800293
	Iteration 4F: 3 clusters Score -2823470 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2824168.500000 Penalty: 5099.800293
	Iteration 5F: 3 clusters Score -2824168 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2824843.750000 Penalty: 5099.800293
	Iteration 6Q: 3 clusters Score -2824844 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2825475.500000 Penalty: 5099.800293
	Iteration 7Q: 3 clusters Score -2825476 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2826152.500000 Penalty: 5099.800293
	Iteration 8Q: 3 clusters Score -2826152 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2826819.000000 Penalty: 5099.800293
	Iteration 9Q: 3 clusters Score -2826819 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2827414.750000 Penalty: 5099.800293
	Iteration 10Q: 3 clusters Score -2827415 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2827975.000000 Penalty: 5099.800293
	Iteration 11Q: 3 clusters Score -2827975 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2828499.750000 Penalty: 5099.800293
	Iteration 12Q: 3 clusters Score -2828500 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2828917.250000 Penalty: 5099.800293
	Iteration 13Q: 3 clusters Score -2828917 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2829199.000000 Penalty: 5099.800293
	Iteration 14Q: 3 clusters Score -2829199 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2829441.000000 Penalty: 5099.800293
	Iteration 15Q: 3 clusters Score -2829441 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2829598.000000 Penalty: 5099.800293
	Iteration 16Q: 3 clusters Score -2829598 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2829728.000000 Penalty: 5099.800293
	Iteration 17Q: 3 clusters Score -2829728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2829848.000000 Penalty: 5099.800293
	Iteration 18Q: 3 clusters Score -2829848 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2829952.750000 Penalty: 5099.800293
	Iteration 19Q: 3 clusters Score -2829953 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2830063.750000 Penalty: 5099.800293
	Iteration 20F: 3 clusters Score -2830064 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2830184.750000 Penalty: 5099.800293
	Iteration 21Q: 3 clusters Score -2830185 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2830311.500000 Penalty: 5099.800293
	Iteration 22Q: 3 clusters Score -2830312 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2830464.750000 Penalty: 5099.800293
	Iteration 23Q: 3 clusters Score -2830465 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2830604.500000 Penalty: 5099.800293
	Iteration 24Q: 3 clusters Score -2830604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2830738.000000 Penalty: 5099.800293
	Iteration 25Q: 3 clusters Score -2830738 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2830873.750000 Penalty: 5099.800293
	Iteration 26Q: 3 clusters Score -2830874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2830995.500000 Penalty: 5099.800293
	Iteration 27Q: 3 clusters Score -2830996 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2831092.000000 Penalty: 5099.800293
	Iteration 28Q: 3 clusters Score -2831092 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2831178.750000 Penalty: 5099.800293
	Iteration 29Q: 3 clusters Score -2831179 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2831257.000000 Penalty: 5099.800293
	Iteration 30Q: 3 clusters Score -2831257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2831332.750000 Penalty: 5099.800293
	Iteration 31Q: 3 clusters Score -2831333 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2831394.500000 Penalty: 5099.800293
	Iteration 32Q: 3 clusters Score -2831394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2831431.500000 Penalty: 5099.800293
	Iteration 33Q: 3 clusters Score -2831432 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2831498.500000 Penalty: 5099.800293
	Iteration 34Q: 3 clusters Score -2831498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2831535.750000 Penalty: 5099.800293
	Iteration 35Q: 3 clusters Score -2831536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2831573.500000 Penalty: 5099.800293
	Iteration 36Q: 3 clusters Score -2831574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2831624.500000 Penalty: 5099.800293
	Iteration 37Q: 3 clusters Score -2831624 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2831659.250000 Penalty: 5099.800293
	Iteration 38Q: 3 clusters Score -2831659 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2831695.000000 Penalty: 5099.800293
	Iteration 39Q: 3 clusters Score -2831695 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2831732.500000 Penalty: 5099.800293
	Iteration 40F: 3 clusters Score -2831732 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2831777.500000 Penalty: 5099.800293
	Iteration 41Q: 3 clusters Score -2831778 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2831817.750000 Penalty: 5099.800293
	Iteration 42Q: 3 clusters Score -2831818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2831846.250000 Penalty: 5099.800293
	Iteration 43Q: 3 clusters Score -2831846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2831896.000000 Penalty: 5099.800293
	Iteration 44Q: 3 clusters Score -2831896 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2831957.750000 Penalty: 5099.800293
	Iteration 45Q: 3 clusters Score -2831958 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2831999.500000 Penalty: 5099.800293
	Iteration 46Q: 3 clusters Score -2832000 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2832045.000000 Penalty: 5099.800293
	Iteration 47Q: 3 clusters Score -2832045 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2832070.750000 Penalty: 5099.800293
	Iteration 48Q: 3 clusters Score -2832071 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2832098.500000 Penalty: 5099.800293
	Iteration 49Q: 3 clusters Score -2832098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2832126.000000 Penalty: 5099.800293
	Iteration 50Q: 3 clusters Score -2832126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2832153.500000 Penalty: 5099.800293
	Iteration 51Q: 3 clusters Score -2832154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2832170.750000 Penalty: 5099.800293
	Iteration 52Q: 3 clusters Score -2832171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2832198.000000 Penalty: 5099.800293
	Iteration 53Q: 3 clusters Score -2832198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2832218.500000 Penalty: 5099.800293
	Iteration 54Q: 3 clusters Score -2832218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2832248.750000 Penalty: 5099.800293
	Iteration 55Q: 3 clusters Score -2832249 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2832279.750000 Penalty: 5099.800293
	Iteration 56Q: 3 clusters Score -2832280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2832309.500000 Penalty: 5099.800293
	Iteration 57Q: 3 clusters Score -2832310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2832331.500000 Penalty: 5099.800293
	Iteration 58Q: 3 clusters Score -2832332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2832354.750000 Penalty: 5099.800293
	Iteration 59Q: 3 clusters Score -2832355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2832386.250000 Penalty: 5099.800293
	Iteration 60F: 3 clusters Score -2832386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -2832405.000000 Penalty: 5099.800293
	Iteration 61Q: 3 clusters Score -2832405 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2832414.000000 Penalty: 5099.800293
	Iteration 62Q: 3 clusters Score -2832414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -2832444.000000 Penalty: 5099.800293
	Iteration 63Q: 3 clusters Score -2832444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2832447.750000 Penalty: 5099.800293
	Iteration 64Q: 3 clusters Score -2832448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2832472.250000 Penalty: 5099.800293
	Iteration 65Q: 3 clusters Score -2832472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2832493.000000 Penalty: 5099.800293
	Iteration 66Q: 3 clusters Score -2832493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2832526.500000 Penalty: 5099.800293
	Iteration 67Q: 3 clusters Score -2832526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2832549.500000 Penalty: 5099.800293
	Iteration 68Q: 3 clusters Score -2832550 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2832570.250000 Penalty: 5099.800293
	Iteration 69Q: 3 clusters Score -2832570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2832586.000000 Penalty: 5099.800293
	Iteration 70Q: 3 clusters Score -2832586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -2832599.250000 Penalty: 5099.800293
	Iteration 71Q: 3 clusters Score -2832599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2832610.000000 Penalty: 5099.800293
	Iteration 72Q: 3 clusters Score -2832610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2832620.250000 Penalty: 5099.800293
	Iteration 73Q: 3 clusters Score -2832620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2832630.750000 Penalty: 5099.800293
	Iteration 74Q: 3 clusters Score -2832631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2832630.500000 Penalty: 5099.800293
	Iteration 75Q: 3 clusters Score -2832630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2832640.500000 Penalty: 5099.800293
	Iteration 76Q: 3 clusters Score -2832640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2832654.000000 Penalty: 5099.800293
	Iteration 77Q: 3 clusters Score -2832654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2832659.750000 Penalty: 5099.800293
	Iteration 78Q: 3 clusters Score -2832660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2832675.750000 Penalty: 5099.800293
	Iteration 79Q: 3 clusters Score -2832676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2832696.500000 Penalty: 5099.800293
	Iteration 80F: 3 clusters Score -2832696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2832703.000000 Penalty: 5099.800293
	Iteration 81Q: 3 clusters Score -2832703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2832707.500000 Penalty: 5099.800293
	Iteration 82Q: 3 clusters Score -2832708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -2832719.750000 Penalty: 5099.800293
	Iteration 83Q: 3 clusters Score -2832720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2832725.250000 Penalty: 5099.800293
	Iteration 84Q: 3 clusters Score -2832725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2832728.000000 Penalty: 5099.800293
	Iteration 85Q: 3 clusters Score -2832728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -2832737.250000 Penalty: 5099.800293
	Iteration 86Q: 3 clusters Score -2832737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2832738.750000 Penalty: 5099.800293
	Iteration 87Q: 3 clusters Score -2832739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2832754.000000 Penalty: 5099.800293
	Iteration 88Q: 3 clusters Score -2832754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2832757.750000 Penalty: 5099.800293
	Iteration 89Q: 3 clusters Score -2832758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2832764.500000 Penalty: 5099.800293
	Iteration 90Q: 3 clusters Score -2832764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2832770.750000 Penalty: 5099.800293
	Iteration 91Q: 3 clusters Score -2832771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2832786.250000 Penalty: 5099.800293
	Iteration 92Q: 3 clusters Score -2832786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2832783.250000 Penalty: 5099.800293
	Iteration 93Q: 3 clusters Score -2832783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -2832789.250000 Penalty: 5099.800293
	Iteration 94Q: 3 clusters Score -2832789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2832796.000000 Penalty: 5099.800293
	Iteration 95Q: 3 clusters Score -2832796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -2832794.250000 Penalty: 5099.800293
	Iteration 96Q: 3 clusters Score -2832794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2832796.750000 Penalty: 5099.800293
	Iteration 97Q: 3 clusters Score -2832797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2832799.250000 Penalty: 5099.800293
	Iteration 98Q: 3 clusters Score -2832799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2832801.000000 Penalty: 5099.800293
	Iteration 99Q: 3 clusters Score -2832801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2832806.000000 Penalty: 5099.800293
	Iteration 100F: 3 clusters Score -2832806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2832807.000000 Penalty: 5099.800293
	Iteration 101Q: 3 clusters Score -2832807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -2832810.500000 Penalty: 5099.800293
	Iteration 102Q: 3 clusters Score -2832810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2832813.000000 Penalty: 5099.800293
	Iteration 103Q: 3 clusters Score -2832813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -2832814.500000 Penalty: 5099.800293
	Iteration 104Q: 3 clusters Score -2832814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2832812.750000 Penalty: 5099.800293
	Iteration 105Q: 3 clusters Score -2832813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -2832814.750000 Penalty: 5099.800293
	Iteration 106Q: 3 clusters Score -2832815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2832824.000000 Penalty: 5099.800293
	Iteration 107Q: 3 clusters Score -2832824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2832825.000000 Penalty: 5099.800293
	Iteration 108Q: 3 clusters Score -2832825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2832823.250000 Penalty: 5099.800293
	Iteration 109Q: 3 clusters Score -2832823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2832820.500000 Penalty: 5099.800293
	Iteration 110Q: 3 clusters Score -2832820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2832822.750000 Penalty: 5099.800293
	Iteration 111Q: 3 clusters Score -2832823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2832820.750000 Penalty: 5099.800293
	Iteration 112Q: 3 clusters Score -2832821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2832820.000000 Penalty: 5099.800293
	Iteration 113Q: 3 clusters Score -2832820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2832818.000000 Penalty: 5099.800293
	Iteration 114Q: 3 clusters Score -2832818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2832821.250000 Penalty: 5099.800293
	Iteration 115Q: 3 clusters Score -2832821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2832819.000000 Penalty: 5099.800293
	Iteration 116Q: 3 clusters Score -2832819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -2832822.500000 Penalty: 5099.800293
	Iteration 117Q: 3 clusters Score -2832822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2832825.750000 Penalty: 5099.800293
	Iteration 118Q: 3 clusters Score -2832826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2832828.250000 Penalty: 5099.800293
	Iteration 119Q: 3 clusters Score -2832828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2832829.000000 Penalty: 5099.800293
	Iteration 120F: 3 clusters Score -2832829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2832830.750000 Penalty: 5099.800293
	Iteration 121Q: 3 clusters Score -2832831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -2832837.250000 Penalty: 5099.800293
	Iteration 122Q: 3 clusters Score -2832837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -2832839.500000 Penalty: 5099.800293
	Iteration 123Q: 3 clusters Score -2832840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2832842.250000 Penalty: 5099.800293
	Iteration 124Q: 3 clusters Score -2832842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2832841.750000 Penalty: 5099.800293
	Iteration 125Q: 3 clusters Score -2832842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2832841.000000 Penalty: 5099.800293
	Iteration 126Q: 3 clusters Score -2832841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2832841.000000 Penalty: 5099.800293
	Iteration 127F: 3 clusters Score -2832841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -283115.750000 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -283115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -279723.343750 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -279723.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -280436.437500 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -280436.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -280654.843750 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -280654.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -280765.031250 Penalty: 4006.260010
	Iteration 3Q: 3 clusters Score -280765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -280820.843750 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -280820.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -280859.656250 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -280859.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -280887.781250 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -280887.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -280915.031250 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -280915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280936.437500 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -280936.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -280954.343750 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -280954.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -280965.718750 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -280965.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -280982.812500 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -280982.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -280999.781250 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -280999.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -281010.687500 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -281010.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -281018.093750 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -281018.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -281028.125000 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -281028.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281041.093750 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -281041.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -281048.718750 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -281048.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -281061.562500 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -281061.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -281074.906250 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -281074.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -281081.718750 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -281081.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -281088.312500 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -281088.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -281094.656250 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -281094.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -281104.187500 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -281104.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -281110.125000 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -281110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -281115.468750 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -281115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -281120.843750 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -281120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281129.031250 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -281129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -281137.531250 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -281137.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281146.187500 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -281146.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -281156.906250 Penalty: 4006.260010
	Iteration 30Q: 3 clusters Score -281156.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -281177.031250 Penalty: 4006.260010
	Iteration 31Q: 3 clusters Score -281177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -281190.718750 Penalty: 4006.260010
	Iteration 32Q: 3 clusters Score -281190.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -281203.406250 Penalty: 4006.260010
	Iteration 33Q: 3 clusters Score -281203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -281211.656250 Penalty: 4006.260010
	Iteration 34Q: 3 clusters Score -281211.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281220.250000 Penalty: 4006.260010
	Iteration 35Q: 3 clusters Score -281220.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -281226.187500 Penalty: 4006.260010
	Iteration 36Q: 3 clusters Score -281226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -281234.500000 Penalty: 4006.260010
	Iteration 37Q: 3 clusters Score -281234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -281243.343750 Penalty: 4006.260010
	Iteration 38Q: 3 clusters Score -281243.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -281251.375000 Penalty: 4006.260010
	Iteration 39Q: 3 clusters Score -281251.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -281261.375000 Penalty: 4006.260010
	Iteration 40F: 3 clusters Score -281261.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -281276.843750 Penalty: 4006.260010
	Iteration 41Q: 3 clusters Score -281276.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -281293.531250 Penalty: 4006.260010
	Iteration 42Q: 3 clusters Score -281293.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -281308.343750 Penalty: 4006.260010
	Iteration 43Q: 3 clusters Score -281308.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -281324.031250 Penalty: 4006.260010
	Iteration 44Q: 3 clusters Score -281324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -281337.062500 Penalty: 4006.260010
	Iteration 45Q: 3 clusters Score -281337.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -281347.406250 Penalty: 4006.260010
	Iteration 46Q: 3 clusters Score -281347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -281354.000000 Penalty: 4006.260010
	Iteration 47Q: 3 clusters Score -281354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -281361.156250 Penalty: 4006.260010
	Iteration 48Q: 3 clusters Score -281361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -281369.125000 Penalty: 4006.260010
	Iteration 49Q: 3 clusters Score -281369.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -281374.562500 Penalty: 4006.260010
	Iteration 50Q: 3 clusters Score -281374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -281378.562500 Penalty: 4006.260010
	Iteration 51Q: 3 clusters Score -281378.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -281387.531250 Penalty: 4006.260010
	Iteration 52Q: 3 clusters Score -281387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -281395.750000 Penalty: 4006.260010
	Iteration 53Q: 3 clusters Score -281395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -281401.625000 Penalty: 4006.260010
	Iteration 54Q: 3 clusters Score -281401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -281409.031250 Penalty: 4006.260010
	Iteration 55Q: 3 clusters Score -281409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -281413.937500 Penalty: 4006.260010
	Iteration 56Q: 3 clusters Score -281413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -281419.187500 Penalty: 4006.260010
	Iteration 57Q: 3 clusters Score -281419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -281425.406250 Penalty: 4006.260010
	Iteration 58Q: 3 clusters Score -281425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -281431.218750 Penalty: 4006.260010
	Iteration 59Q: 3 clusters Score -281431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -281437.593750 Penalty: 4006.260010
	Iteration 60F: 3 clusters Score -281437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -281441.218750 Penalty: 4006.260010
	Iteration 61Q: 3 clusters Score -281441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -281446.593750 Penalty: 4006.260010
	Iteration 62Q: 3 clusters Score -281446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -281455.406250 Penalty: 4006.260010
	Iteration 63Q: 3 clusters Score -281455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -281464.625000 Penalty: 4006.260010
	Iteration 64Q: 3 clusters Score -281464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -281472.031250 Penalty: 4006.260010
	Iteration 65Q: 3 clusters Score -281472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -281478.031250 Penalty: 4006.260010
	Iteration 66Q: 3 clusters Score -281478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -281481.812500 Penalty: 4006.260010
	Iteration 67Q: 3 clusters Score -281481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -281483.375000 Penalty: 4006.260010
	Iteration 68Q: 3 clusters Score -281483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281487.531250 Penalty: 4006.260010
	Iteration 69Q: 3 clusters Score -281487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -281490.062500 Penalty: 4006.260010
	Iteration 70Q: 3 clusters Score -281490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -281492.093750 Penalty: 4006.260010
	Iteration 71Q: 3 clusters Score -281492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -281495.437500 Penalty: 4006.260010
	Iteration 72Q: 3 clusters Score -281495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -281496.500000 Penalty: 4006.260010
	Iteration 73Q: 3 clusters Score -281496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -281498.031250 Penalty: 4006.260010
	Iteration 74Q: 3 clusters Score -281498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -281498.031250 Penalty: 4006.260010
	Iteration 75F: 3 clusters Score -281498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (178946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178946 members 
Entering Unmasked Estep 
Score: -19147130.000000 Penalty: 2999.520020
	Iteration 0F: 2 clusters Score -1.914713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -19027476.000000 Penalty: 5999.040039
	Iteration 0F: 3 clusters Score -1.902748e+07 nChanged 85835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -19077770.000000 Penalty: 5999.040039
	Iteration 1F: 3 clusters Score -1.907777e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -19078952.000000 Penalty: 5999.040039
	Iteration 2Q: 3 clusters Score -1.907895e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -19080594.000000 Penalty: 5999.040039
	Iteration 3Q: 3 clusters Score -1.908059e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -19082684.000000 Penalty: 5999.040039
	Iteration 4Q: 3 clusters Score -1.908268e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -19086044.000000 Penalty: 5999.040039
	Iteration 5Q: 3 clusters Score -1.908604e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -19090436.000000 Penalty: 5999.040039
	Iteration 6Q: 3 clusters Score -1.909044e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -19097080.000000 Penalty: 5999.040039
	Iteration 7F: 3 clusters Score -1.909708e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -19105914.000000 Penalty: 5999.040039
	Iteration 8F: 3 clusters Score -1.910591e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -19113950.000000 Penalty: 5999.040039
	Iteration 9F: 3 clusters Score -1.911395e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -19119096.000000 Penalty: 5999.040039
	Iteration 10F: 3 clusters Score -1.91191e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -19121776.000000 Penalty: 5999.040039
	Iteration 11Q: 3 clusters Score -1.912178e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -19123148.000000 Penalty: 5999.040039
	Iteration 12Q: 3 clusters Score -1.912315e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -19124092.000000 Penalty: 5999.040039
	Iteration 13Q: 3 clusters Score -1.912409e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -19124598.000000 Penalty: 5999.040039
	Iteration 14Q: 3 clusters Score -1.91246e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -19125044.000000 Penalty: 5999.040039
	Iteration 15Q: 3 clusters Score -1.912504e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -19125382.000000 Penalty: 5999.040039
	Iteration 16Q: 3 clusters Score -1.912538e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -19125800.000000 Penalty: 5999.040039
	Iteration 17Q: 3 clusters Score -1.91258e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -19126186.000000 Penalty: 5999.040039
	Iteration 18Q: 3 clusters Score -1.912619e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -19126496.000000 Penalty: 5999.040039
	Iteration 19Q: 3 clusters Score -1.91265e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -19126752.000000 Penalty: 5999.040039
	Iteration 20F: 3 clusters Score -1.912675e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -19126974.000000 Penalty: 5999.040039
	Iteration 21Q: 3 clusters Score -1.912697e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -19127250.000000 Penalty: 5999.040039
	Iteration 22Q: 3 clusters Score -1.912725e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -19127482.000000 Penalty: 5999.040039
	Iteration 23Q: 3 clusters Score -1.912748e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -19127730.000000 Penalty: 5999.040039
	Iteration 24Q: 3 clusters Score -1.912773e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -19127966.000000 Penalty: 5999.040039
	Iteration 25Q: 3 clusters Score -1.912797e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -19128232.000000 Penalty: 5999.040039
	Iteration 26Q: 3 clusters Score -1.912823e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109352 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -19128348.000000 Penalty: 5999.040039
	Iteration 27Q: 3 clusters Score -1.912835e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -19128618.000000 Penalty: 5999.040039
	Iteration 28Q: 3 clusters Score -1.912862e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -19128884.000000 Penalty: 5999.040039
	Iteration 29Q: 3 clusters Score -1.912888e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -19129222.000000 Penalty: 5999.040039
	Iteration 30Q: 3 clusters Score -1.912922e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -19129572.000000 Penalty: 5999.040039
	Iteration 31Q: 3 clusters Score -1.912957e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -19129898.000000 Penalty: 5999.040039
	Iteration 32Q: 3 clusters Score -1.91299e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -19130162.000000 Penalty: 5999.040039
	Iteration 33Q: 3 clusters Score -1.913016e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -19130538.000000 Penalty: 5999.040039
	Iteration 34Q: 3 clusters Score -1.913054e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122998 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -19130922.000000 Penalty: 5999.040039
	Iteration 35Q: 3 clusters Score -1.913092e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -19131142.000000 Penalty: 5999.040039
	Iteration 36Q: 3 clusters Score -1.913114e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -19131422.000000 Penalty: 5999.040039
	Iteration 37Q: 3 clusters Score -1.913142e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -19131898.000000 Penalty: 5999.040039
	Iteration 38Q: 3 clusters Score -1.91319e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -19132166.000000 Penalty: 5999.040039
	Iteration 39Q: 3 clusters Score -1.913217e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133013 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -19132558.000000 Penalty: 5999.040039
	Iteration 40F: 3 clusters Score -1.913256e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -19133112.000000 Penalty: 5999.040039
	Iteration 41Q: 3 clusters Score -1.913311e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -19133686.000000 Penalty: 5999.040039
	Iteration 42Q: 3 clusters Score -1.913369e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139571 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -19134260.000000 Penalty: 5999.040039
	Iteration 43Q: 3 clusters Score -1.913426e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -19134966.000000 Penalty: 5999.040039
	Iteration 44Q: 3 clusters Score -1.913497e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -19135524.000000 Penalty: 5999.040039
	Iteration 45Q: 3 clusters Score -1.913552e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -19136194.000000 Penalty: 5999.040039
	Iteration 46Q: 3 clusters Score -1.913619e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -19136942.000000 Penalty: 5999.040039
	Iteration 47Q: 3 clusters Score -1.913694e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -19137616.000000 Penalty: 5999.040039
	Iteration 48Q: 3 clusters Score -1.913762e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -19138260.000000 Penalty: 5999.040039
	Iteration 49Q: 3 clusters Score -1.913826e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -19138966.000000 Penalty: 5999.040039
	Iteration 50Q: 3 clusters Score -1.913897e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -19139626.000000 Penalty: 5999.040039
	Iteration 51Q: 3 clusters Score -1.913963e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -19140342.000000 Penalty: 5999.040039
	Iteration 52Q: 3 clusters Score -1.914034e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -19140930.000000 Penalty: 5999.040039
	Iteration 53Q: 3 clusters Score -1.914093e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -19141470.000000 Penalty: 5999.040039
	Iteration 54Q: 3 clusters Score -1.914147e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -19142074.000000 Penalty: 5999.040039
	Iteration 55Q: 3 clusters Score -1.914207e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -19142472.000000 Penalty: 5999.040039
	Iteration 56Q: 3 clusters Score -1.914247e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -19142912.000000 Penalty: 5999.040039
	Iteration 57Q: 3 clusters Score -1.914291e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -19143230.000000 Penalty: 5999.040039
	Iteration 58Q: 3 clusters Score -1.914323e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -19143468.000000 Penalty: 5999.040039
	Iteration 59Q: 3 clusters Score -1.914347e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -19143758.000000 Penalty: 5999.040039
	Iteration 60F: 3 clusters Score -1.914376e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -19143914.000000 Penalty: 5999.040039
	Iteration 61Q: 3 clusters Score -1.914391e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171603 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -19144110.000000 Penalty: 5999.040039
	Iteration 62Q: 3 clusters Score -1.914411e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172152 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -19144258.000000 Penalty: 5999.040039
	Iteration 63Q: 3 clusters Score -1.914426e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -19144362.000000 Penalty: 5999.040039
	Iteration 64Q: 3 clusters Score -1.914436e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173005 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -19144458.000000 Penalty: 5999.040039
	Iteration 65Q: 3 clusters Score -1.914446e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -19144514.000000 Penalty: 5999.040039
	Iteration 66Q: 3 clusters Score -1.914451e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173685 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -19144616.000000 Penalty: 5999.040039
	Iteration 67Q: 3 clusters Score -1.914462e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -19144694.000000 Penalty: 5999.040039
	Iteration 68Q: 3 clusters Score -1.914469e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -19144758.000000 Penalty: 5999.040039
	Iteration 69Q: 3 clusters Score -1.914476e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174420 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -19144830.000000 Penalty: 5999.040039
	Iteration 70Q: 3 clusters Score -1.914483e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174597 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -19144868.000000 Penalty: 5999.040039
	Iteration 71Q: 3 clusters Score -1.914487e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174766 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -19144888.000000 Penalty: 5999.040039
	Iteration 72Q: 3 clusters Score -1.914489e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174889 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -19144892.000000 Penalty: 5999.040039
	Iteration 73Q: 3 clusters Score -1.914489e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -19144900.000000 Penalty: 5999.040039
	Iteration 74Q: 3 clusters Score -1.91449e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -19144954.000000 Penalty: 5999.040039
	Iteration 75Q: 3 clusters Score -1.914495e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -19145016.000000 Penalty: 5999.040039
	Iteration 76Q: 3 clusters Score -1.914502e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -19145038.000000 Penalty: 5999.040039
	Iteration 77Q: 3 clusters Score -1.914504e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175370 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -19145034.000000 Penalty: 5999.040039
	Iteration 78Q: 3 clusters Score -1.914503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -19145092.000000 Penalty: 5999.040039
	Iteration 79Q: 3 clusters Score -1.914509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175500 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19145076.000000 Penalty: 5999.040039
	Iteration 80F: 3 clusters Score -1.914508e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -19145080.000000 Penalty: 5999.040039
	Iteration 81Q: 3 clusters Score -1.914508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19145084.000000 Penalty: 5999.040039
	Iteration 82Q: 3 clusters Score -1.914508e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19145108.000000 Penalty: 5999.040039
	Iteration 83Q: 3 clusters Score -1.914511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -19145144.000000 Penalty: 5999.040039
	Iteration 84Q: 3 clusters Score -1.914514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -19145138.000000 Penalty: 5999.040039
	Iteration 85Q: 3 clusters Score -1.914514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -19145138.000000 Penalty: 5999.040039
	Iteration 86Q: 3 clusters Score -1.914514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -19145158.000000 Penalty: 5999.040039
	Iteration 87Q: 3 clusters Score -1.914516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -19145156.000000 Penalty: 5999.040039
	Iteration 88Q: 3 clusters Score -1.914516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -19145150.000000 Penalty: 5999.040039
	Iteration 89Q: 3 clusters Score -1.914515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -19145148.000000 Penalty: 5999.040039
	Iteration 90Q: 3 clusters Score -1.914515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -19145134.000000 Penalty: 5999.040039
	Iteration 91Q: 3 clusters Score -1.914513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175788 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -19145136.000000 Penalty: 5999.040039
	Iteration 92Q: 3 clusters Score -1.914514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -19145150.000000 Penalty: 5999.040039
	Iteration 93Q: 3 clusters Score -1.914515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -19145150.000000 Penalty: 5999.040039
	Iteration 94Q: 3 clusters Score -1.914515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175826 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -19145156.000000 Penalty: 5999.040039
	Iteration 95Q: 3 clusters Score -1.914516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19145152.000000 Penalty: 5999.040039
	Iteration 96Q: 3 clusters Score -1.914515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175847 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -19145158.000000 Penalty: 5999.040039
	Iteration 97Q: 3 clusters Score -1.914516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175854 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -19145168.000000 Penalty: 5999.040039
	Iteration 98Q: 3 clusters Score -1.914517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -19145184.000000 Penalty: 5999.040039
	Iteration 99Q: 3 clusters Score -1.914518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175878 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -19145190.000000 Penalty: 5999.040039
	Iteration 100F: 3 clusters Score -1.914519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175889 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -19145184.000000 Penalty: 5999.040039
	Iteration 101Q: 3 clusters Score -1.914518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -19145206.000000 Penalty: 5999.040039
	Iteration 102Q: 3 clusters Score -1.914521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175912 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -19145194.000000 Penalty: 5999.040039
	Iteration 103Q: 3 clusters Score -1.914519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -19145204.000000 Penalty: 5999.040039
	Iteration 104Q: 3 clusters Score -1.91452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -19145192.000000 Penalty: 5999.040039
	Iteration 105Q: 3 clusters Score -1.914519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -19145184.000000 Penalty: 5999.040039
	Iteration 106Q: 3 clusters Score -1.914518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -19145200.000000 Penalty: 5999.040039
	Iteration 107Q: 3 clusters Score -1.91452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175933 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -19145198.000000 Penalty: 5999.040039
	Iteration 108Q: 3 clusters Score -1.91452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175936 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -19145202.000000 Penalty: 5999.040039
	Iteration 109Q: 3 clusters Score -1.91452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175938 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -19145198.000000 Penalty: 5999.040039
	Iteration 110Q: 3 clusters Score -1.91452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19145184.000000 Penalty: 5999.040039
	Iteration 111Q: 3 clusters Score -1.914518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19145184.000000 Penalty: 5999.040039
	Iteration 112F: 3 clusters Score -1.914518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -122780.132812 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -122780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120662.648438 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -120662.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -121047.539062 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -121047.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121225.539062 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -121225.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -121347.226562 Penalty: 3537.718994
	Iteration 3F: 3 clusters Score -121347.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121405.546875 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -121405.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121445.671875 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -121445.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121470.367188 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -121470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121487.085938 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -121487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121502.445312 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -121502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121519.445312 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -121519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121541.773438 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -121541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -121563.695312 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -121563.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121604.421875 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -121604.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121638.000000 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -121638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121659.921875 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -121659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121667.039062 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -121667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121670.914062 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -121670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121672.406250 Penalty: 3537.718994
	Iteration 17Q: 3 clusters Score -121672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121672.406250 Penalty: 3537.718994
	Iteration 18F: 3 clusters Score -121672.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327352 members 
Entering Unmasked Estep 
Score: -34718624.000000 Penalty: 3149.300293
	Iteration 0F: 2 clusters Score -3.471862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -34503336.000000 Penalty: 6298.600586
	Iteration 0F: 3 clusters Score -3.450334e+07 nChanged 158789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165248 members 
Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -34596412.000000 Penalty: 6298.600586
	Iteration 1F: 3 clusters Score -3.459641e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -34597640.000000 Penalty: 6298.600586
	Iteration 2Q: 3 clusters Score -3.459764e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -34598684.000000 Penalty: 6298.600586
	Iteration 3Q: 3 clusters Score -3.459868e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170947 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -34600224.000000 Penalty: 6298.600586
	Iteration 4Q: 3 clusters Score -3.460022e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175500 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -34602332.000000 Penalty: 6298.600586
	Iteration 5Q: 3 clusters Score -3.460233e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182636 members 
Mstep: Class 2 contains 144716 members 
Entering Unmasked Estep 
Score: -34605720.000000 Penalty: 6298.600586
	Iteration 6Q: 3 clusters Score -3.460572e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 133834 members 
Entering Unmasked Estep 
Score: -34611228.000000 Penalty: 6298.600586
	Iteration 7Q: 3 clusters Score -3.461123e+07 nChanged 17035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209135 members 
Mstep: Class 2 contains 118217 members 
Entering Unmasked Estep 
Score: -34620104.000000 Penalty: 6298.600586
	Iteration 8F: 3 clusters Score -3.46201e+07 nChanged 21809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230068 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -34634748.000000 Penalty: 6298.600586
	Iteration 9F: 3 clusters Score -3.463475e+07 nChanged 25409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254691 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -34655876.000000 Penalty: 6298.600586
	Iteration 10F: 3 clusters Score -3.465588e+07 nChanged 24754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278953 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -34677996.000000 Penalty: 6298.600586
	Iteration 11F: 3 clusters Score -3.4678e+07 nChanged 19392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297975 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -34695780.000000 Penalty: 6298.600586
	Iteration 12F: 3 clusters Score -3.469578e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309830 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -34706532.000000 Penalty: 6298.600586
	Iteration 13Q: 3 clusters Score -3.470653e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316276 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -34712368.000000 Penalty: 6298.600586
	Iteration 14Q: 3 clusters Score -3.471237e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319342 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -34715072.000000 Penalty: 6298.600586
	Iteration 15Q: 3 clusters Score -3.471507e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320842 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -34716424.000000 Penalty: 6298.600586
	Iteration 16Q: 3 clusters Score -3.471642e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321686 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -34717096.000000 Penalty: 6298.600586
	Iteration 17Q: 3 clusters Score -3.47171e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322222 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -34717404.000000 Penalty: 6298.600586
	Iteration 18Q: 3 clusters Score -3.47174e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322582 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -34717688.000000 Penalty: 6298.600586
	Iteration 19Q: 3 clusters Score -3.471769e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322832 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -34717784.000000 Penalty: 6298.600586
	Iteration 20F: 3 clusters Score -3.471778e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323031 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -34717840.000000 Penalty: 6298.600586
	Iteration 21Q: 3 clusters Score -3.471784e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323200 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -34717880.000000 Penalty: 6298.600586
	Iteration 22Q: 3 clusters Score -3.471788e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323332 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -34717892.000000 Penalty: 6298.600586
	Iteration 23Q: 3 clusters Score -3.471789e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323428 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -34717912.000000 Penalty: 6298.600586
	Iteration 24Q: 3 clusters Score -3.471791e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323515 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -34717952.000000 Penalty: 6298.600586
	Iteration 25Q: 3 clusters Score -3.471795e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323587 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -34717936.000000 Penalty: 6298.600586
	Iteration 26Q: 3 clusters Score -3.471794e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323628 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -34717948.000000 Penalty: 6298.600586
	Iteration 27Q: 3 clusters Score -3.471795e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323672 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -34717936.000000 Penalty: 6298.600586
	Iteration 28Q: 3 clusters Score -3.471794e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323703 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -34717920.000000 Penalty: 6298.600586
	Iteration 29Q: 3 clusters Score -3.471792e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323735 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -34717964.000000 Penalty: 6298.600586
	Iteration 30Q: 3 clusters Score -3.471796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323755 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -34717960.000000 Penalty: 6298.600586
	Iteration 31Q: 3 clusters Score -3.471796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323786 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -34717956.000000 Penalty: 6298.600586
	Iteration 32Q: 3 clusters Score -3.471796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323807 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -34717976.000000 Penalty: 6298.600586
	Iteration 33Q: 3 clusters Score -3.471798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323828 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -34718032.000000 Penalty: 6298.600586
	Iteration 34Q: 3 clusters Score -3.471803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323843 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -34718020.000000 Penalty: 6298.600586
	Iteration 35Q: 3 clusters Score -3.471802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323855 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -34718052.000000 Penalty: 6298.600586
	Iteration 36Q: 3 clusters Score -3.471805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323870 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -34718008.000000 Penalty: 6298.600586
	Iteration 37Q: 3 clusters Score -3.471801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323894 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -34718052.000000 Penalty: 6298.600586
	Iteration 38Q: 3 clusters Score -3.471805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323909 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -34718040.000000 Penalty: 6298.600586
	Iteration 39Q: 3 clusters Score -3.471804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323929 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -34718020.000000 Penalty: 6298.600586
	Iteration 40F: 3 clusters Score -3.471802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323945 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -34718032.000000 Penalty: 6298.600586
	Iteration 41Q: 3 clusters Score -3.471803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323961 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -34718052.000000 Penalty: 6298.600586
	Iteration 42Q: 3 clusters Score -3.471805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323979 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -34718024.000000 Penalty: 6298.600586
	Iteration 43Q: 3 clusters Score -3.471802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323994 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -34718000.000000 Penalty: 6298.600586
	Iteration 44Q: 3 clusters Score -3.4718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324006 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -34717992.000000 Penalty: 6298.600586
	Iteration 45Q: 3 clusters Score -3.471799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324016 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -34718012.000000 Penalty: 6298.600586
	Iteration 46Q: 3 clusters Score -3.471801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324025 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -34718008.000000 Penalty: 6298.600586
	Iteration 47Q: 3 clusters Score -3.471801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324034 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -34718012.000000 Penalty: 6298.600586
	Iteration 48Q: 3 clusters Score -3.471801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324041 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -34718008.000000 Penalty: 6298.600586
	Iteration 49Q: 3 clusters Score -3.471801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324048 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -34718028.000000 Penalty: 6298.600586
	Iteration 50Q: 3 clusters Score -3.471803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324052 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -34718024.000000 Penalty: 6298.600586
	Iteration 51Q: 3 clusters Score -3.471802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324057 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -34718024.000000 Penalty: 6298.600586
	Iteration 52Q: 3 clusters Score -3.471802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324065 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -34718012.000000 Penalty: 6298.600586
	Iteration 53Q: 3 clusters Score -3.471801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324069 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -34718004.000000 Penalty: 6298.600586
	Iteration 54Q: 3 clusters Score -3.4718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324068 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -34717996.000000 Penalty: 6298.600586
	Iteration 55Q: 3 clusters Score -3.4718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324068 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -34718000.000000 Penalty: 6298.600586
	Iteration 56Q: 3 clusters Score -3.4718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324069 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -34717996.000000 Penalty: 6298.600586
	Iteration 57Q: 3 clusters Score -3.4718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324071 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -34717984.000000 Penalty: 6298.600586
	Iteration 58Q: 3 clusters Score -3.471798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324073 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -34717976.000000 Penalty: 6298.600586
	Iteration 59Q: 3 clusters Score -3.471798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324073 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -34717992.000000 Penalty: 6298.600586
	Iteration 60F: 3 clusters Score -3.471799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324075 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -34717980.000000 Penalty: 6298.600586
	Iteration 61Q: 3 clusters Score -3.471798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324075 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -34717976.000000 Penalty: 6298.600586
	Iteration 62Q: 3 clusters Score -3.471798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324077 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -34717968.000000 Penalty: 6298.600586
	Iteration 63Q: 3 clusters Score -3.471797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324079 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -34717996.000000 Penalty: 6298.600586
	Iteration 64Q: 3 clusters Score -3.4718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324078 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -34717988.000000 Penalty: 6298.600586
	Iteration 65Q: 3 clusters Score -3.471799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324078 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -34717988.000000 Penalty: 6298.600586
	Iteration 66F: 3 clusters Score -3.471799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -858570.500000 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -858570.5 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 4158 members 
Entering Unmasked Estep 
Score: -851969.562500 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -851969.6 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -853742.750000 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -853742.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -854038.750000 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -854038.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -854227.375000 Penalty: 4476.268066
	Iteration 3F: 3 clusters Score -854227.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -854355.437500 Penalty: 4476.268066
	Iteration 4Q: 3 clusters Score -854355.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -854459.812500 Penalty: 4476.268066
	Iteration 5Q: 3 clusters Score -854459.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -854542.250000 Penalty: 4476.268066
	Iteration 6Q: 3 clusters Score -854542.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -854598.437500 Penalty: 4476.268066
	Iteration 7Q: 3 clusters Score -854598.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -854650.250000 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -854650.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -854711.937500 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -854711.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -854759.750000 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -854759.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -854800.375000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -854800.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -854834.812500 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -854834.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -854858.187500 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -854858.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -854872.375000 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -854872.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -854882.437500 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -854882.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -854895.500000 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -854895.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -854904.875000 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -854904.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -854914.562500 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -854914.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -854923.812500 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -854923.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -854930.500000 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -854930.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -854935.625000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -854935.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -854947.687500 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -854947.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -854962.562500 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -854962.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -854980.687500 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -854980.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -854996.125000 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -854996.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -855007.500000 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -855007.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -855017.062500 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -855017.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -855028.187500 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -855028.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -855043.812500 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -855043.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -855054.312500 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -855054.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -855066.812500 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -855066.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -855075.125000 Penalty: 4476.268066
	Iteration 32Q: 3 clusters Score -855075.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -855088.812500 Penalty: 4476.268066
	Iteration 33Q: 3 clusters Score -855088.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -855106.062500 Penalty: 4476.268066
	Iteration 34Q: 3 clusters Score -855106.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -855118.687500 Penalty: 4476.268066
	Iteration 35Q: 3 clusters Score -855118.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -855130.250000 Penalty: 4476.268066
	Iteration 36Q: 3 clusters Score -855130.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -855142.687500 Penalty: 4476.268066
	Iteration 37Q: 3 clusters Score -855142.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -855162.000000 Penalty: 4476.268066
	Iteration 38Q: 3 clusters Score -855162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -855190.125000 Penalty: 4476.268066
	Iteration 39Q: 3 clusters Score -855190.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -855217.125000 Penalty: 4476.268066
	Iteration 40F: 3 clusters Score -855217.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -855250.812500 Penalty: 4476.268066
	Iteration 41Q: 3 clusters Score -855250.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -855285.687500 Penalty: 4476.268066
	Iteration 42Q: 3 clusters Score -855285.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -855319.375000 Penalty: 4476.268066
	Iteration 43Q: 3 clusters Score -855319.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -855357.500000 Penalty: 4476.268066
	Iteration 44Q: 3 clusters Score -855357.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -855398.812500 Penalty: 4476.268066
	Iteration 45Q: 3 clusters Score -855398.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -855436.875000 Penalty: 4476.268066
	Iteration 46Q: 3 clusters Score -855436.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -855464.937500 Penalty: 4476.268066
	Iteration 47Q: 3 clusters Score -855464.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -855490.000000 Penalty: 4476.268066
	Iteration 48Q: 3 clusters Score -855490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -855512.000000 Penalty: 4476.268066
	Iteration 49Q: 3 clusters Score -855512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -855529.750000 Penalty: 4476.268066
	Iteration 50Q: 3 clusters Score -855529.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -855556.562500 Penalty: 4476.268066
	Iteration 51Q: 3 clusters Score -855556.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -855576.437500 Penalty: 4476.268066
	Iteration 52Q: 3 clusters Score -855576.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -855595.187500 Penalty: 4476.268066
	Iteration 53Q: 3 clusters Score -855595.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -855616.812500 Penalty: 4476.268066
	Iteration 54Q: 3 clusters Score -855616.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -855642.562500 Penalty: 4476.268066
	Iteration 55Q: 3 clusters Score -855642.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -855664.812500 Penalty: 4476.268066
	Iteration 56Q: 3 clusters Score -855664.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -855680.250000 Penalty: 4476.268066
	Iteration 57Q: 3 clusters Score -855680.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -855698.000000 Penalty: 4476.268066
	Iteration 58Q: 3 clusters Score -855698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -855726.687500 Penalty: 4476.268066
	Iteration 59Q: 3 clusters Score -855726.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -855754.937500 Penalty: 4476.268066
	Iteration 60F: 3 clusters Score -855754.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -855772.062500 Penalty: 4476.268066
	Iteration 61Q: 3 clusters Score -855772.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -855791.312500 Penalty: 4476.268066
	Iteration 62Q: 3 clusters Score -855791.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -855804.437500 Penalty: 4476.268066
	Iteration 63Q: 3 clusters Score -855804.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -855821.312500 Penalty: 4476.268066
	Iteration 64Q: 3 clusters Score -855821.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -855836.375000 Penalty: 4476.268066
	Iteration 65Q: 3 clusters Score -855836.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -855852.500000 Penalty: 4476.268066
	Iteration 66Q: 3 clusters Score -855852.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -855868.562500 Penalty: 4476.268066
	Iteration 67Q: 3 clusters Score -855868.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -855878.187500 Penalty: 4476.268066
	Iteration 68Q: 3 clusters Score -855878.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -855893.000000 Penalty: 4476.268066
	Iteration 69Q: 3 clusters Score -855893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -855906.562500 Penalty: 4476.268066
	Iteration 70Q: 3 clusters Score -855906.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -855912.625000 Penalty: 4476.268066
	Iteration 71Q: 3 clusters Score -855912.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -855921.500000 Penalty: 4476.268066
	Iteration 72Q: 3 clusters Score -855921.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -855931.750000 Penalty: 4476.268066
	Iteration 73Q: 3 clusters Score -855931.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -855948.375000 Penalty: 4476.268066
	Iteration 74Q: 3 clusters Score -855948.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -855965.812500 Penalty: 4476.268066
	Iteration 75Q: 3 clusters Score -855965.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -855985.750000 Penalty: 4476.268066
	Iteration 76Q: 3 clusters Score -855985.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -856008.937500 Penalty: 4476.268066
	Iteration 77Q: 3 clusters Score -856008.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -856041.375000 Penalty: 4476.268066
	Iteration 78Q: 3 clusters Score -856041.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -856074.437500 Penalty: 4476.268066
	Iteration 79Q: 3 clusters Score -856074.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -856106.250000 Penalty: 4476.268066
	Iteration 80F: 3 clusters Score -856106.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -856125.687500 Penalty: 4476.268066
	Iteration 81Q: 3 clusters Score -856125.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -856144.812500 Penalty: 4476.268066
	Iteration 82Q: 3 clusters Score -856144.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -856157.937500 Penalty: 4476.268066
	Iteration 83Q: 3 clusters Score -856157.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -856169.000000 Penalty: 4476.268066
	Iteration 84Q: 3 clusters Score -856169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -856177.812500 Penalty: 4476.268066
	Iteration 85Q: 3 clusters Score -856177.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -856189.125000 Penalty: 4476.268066
	Iteration 86Q: 3 clusters Score -856189.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -856203.375000 Penalty: 4476.268066
	Iteration 87Q: 3 clusters Score -856203.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -856223.125000 Penalty: 4476.268066
	Iteration 88Q: 3 clusters Score -856223.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -856237.437500 Penalty: 4476.268066
	Iteration 89Q: 3 clusters Score -856237.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -856251.937500 Penalty: 4476.268066
	Iteration 90Q: 3 clusters Score -856251.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -856266.312500 Penalty: 4476.268066
	Iteration 91Q: 3 clusters Score -856266.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -856281.625000 Penalty: 4476.268066
	Iteration 92Q: 3 clusters Score -856281.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -856301.687500 Penalty: 4476.268066
	Iteration 93Q: 3 clusters Score -856301.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -856319.500000 Penalty: 4476.268066
	Iteration 94Q: 3 clusters Score -856319.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -856333.625000 Penalty: 4476.268066
	Iteration 95Q: 3 clusters Score -856333.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -856349.000000 Penalty: 4476.268066
	Iteration 96Q: 3 clusters Score -856349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -856369.312500 Penalty: 4476.268066
	Iteration 97Q: 3 clusters Score -856369.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -856389.937500 Penalty: 4476.268066
	Iteration 98Q: 3 clusters Score -856389.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -856411.250000 Penalty: 4476.268066
	Iteration 99Q: 3 clusters Score -856411.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -856426.062500 Penalty: 4476.268066
	Iteration 100F: 3 clusters Score -856426.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -856444.250000 Penalty: 4476.268066
	Iteration 101Q: 3 clusters Score -856444.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -856458.125000 Penalty: 4476.268066
	Iteration 102Q: 3 clusters Score -856458.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -856463.500000 Penalty: 4476.268066
	Iteration 103Q: 3 clusters Score -856463.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -856471.562500 Penalty: 4476.268066
	Iteration 104Q: 3 clusters Score -856471.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -856487.625000 Penalty: 4476.268066
	Iteration 105Q: 3 clusters Score -856487.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -856497.625000 Penalty: 4476.268066
	Iteration 106Q: 3 clusters Score -856497.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -856515.312500 Penalty: 4476.268066
	Iteration 107Q: 3 clusters Score -856515.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -856522.750000 Penalty: 4476.268066
	Iteration 108Q: 3 clusters Score -856522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -856532.062500 Penalty: 4476.268066
	Iteration 109Q: 3 clusters Score -856532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -856540.312500 Penalty: 4476.268066
	Iteration 110Q: 3 clusters Score -856540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -856548.812500 Penalty: 4476.268066
	Iteration 111Q: 3 clusters Score -856548.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -856554.375000 Penalty: 4476.268066
	Iteration 112Q: 3 clusters Score -856554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -856559.562500 Penalty: 4476.268066
	Iteration 113Q: 3 clusters Score -856559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -856567.875000 Penalty: 4476.268066
	Iteration 114Q: 3 clusters Score -856567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -856574.875000 Penalty: 4476.268066
	Iteration 115Q: 3 clusters Score -856574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -856580.125000 Penalty: 4476.268066
	Iteration 116Q: 3 clusters Score -856580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -856583.562500 Penalty: 4476.268066
	Iteration 117Q: 3 clusters Score -856583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -856589.500000 Penalty: 4476.268066
	Iteration 118Q: 3 clusters Score -856589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -856591.062500 Penalty: 4476.268066
	Iteration 119Q: 3 clusters Score -856591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -856594.062500 Penalty: 4476.268066
	Iteration 120F: 3 clusters Score -856594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -856599.750000 Penalty: 4476.268066
	Iteration 121Q: 3 clusters Score -856599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -856605.062500 Penalty: 4476.268066
	Iteration 122Q: 3 clusters Score -856605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -856612.687500 Penalty: 4476.268066
	Iteration 123Q: 3 clusters Score -856612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -856615.250000 Penalty: 4476.268066
	Iteration 124Q: 3 clusters Score -856615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -856619.125000 Penalty: 4476.268066
	Iteration 125Q: 3 clusters Score -856619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -856624.250000 Penalty: 4476.268066
	Iteration 126Q: 3 clusters Score -856624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -856624.750000 Penalty: 4476.268066
	Iteration 127Q: 3 clusters Score -856624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -856626.562500 Penalty: 4476.268066
	Iteration 128Q: 3 clusters Score -856626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -856628.312500 Penalty: 4476.268066
	Iteration 129Q: 3 clusters Score -856628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -856628.750000 Penalty: 4476.268066
	Iteration 130Q: 3 clusters Score -856628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -856628.750000 Penalty: 4476.268066
	Iteration 131F: 3 clusters Score -856628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -110609.359375 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -110609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108579.335938 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -108579.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108950.273438 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -108950.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109038.500000 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -109038.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109088.335938 Penalty: 3494.705078
	Iteration 3Q: 3 clusters Score -109088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109109.843750 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -109109.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109133.406250 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -109133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109153.312500 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -109153.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109176.773438 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -109176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109193.929688 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -109193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109203.328125 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -109203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109210.398438 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -109210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -109218.125000 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -109218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109223.000000 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -109223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -109229.945312 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -109229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109235.734375 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -109235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109238.929688 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -109238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109241.242188 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -109241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109241.242188 Penalty: 3494.705078
	Iteration 17F: 3 clusters Score -109241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -1026544.812500 Penalty: 2278.596680
	Iteration 0F: 2 clusters Score -1026545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1019027.125000 Penalty: 4557.193359
	Iteration 0F: 3 clusters Score -1019027 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1021162.937500 Penalty: 4557.193359
	Iteration 1F: 3 clusters Score -1021163 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1021390.437500 Penalty: 4557.193359
	Iteration 2F: 3 clusters Score -1021390 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1021540.062500 Penalty: 4557.193359
	Iteration 3Q: 3 clusters Score -1021540 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1021661.437500 Penalty: 4557.193359
	Iteration 4Q: 3 clusters Score -1021661 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1021755.937500 Penalty: 4557.193359
	Iteration 5Q: 3 clusters Score -1021756 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1021851.187500 Penalty: 4557.193359
	Iteration 6Q: 3 clusters Score -1021851 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1021966.750000 Penalty: 4557.193359
	Iteration 7Q: 3 clusters Score -1021967 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1022101.437500 Penalty: 4557.193359
	Iteration 8Q: 3 clusters Score -1022101 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1022277.125000 Penalty: 4557.193359
	Iteration 9Q: 3 clusters Score -1022277 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1022484.250000 Penalty: 4557.193359
	Iteration 10Q: 3 clusters Score -1022484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1022756.250000 Penalty: 4557.193359
	Iteration 11Q: 3 clusters Score -1022756 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1023043.750000 Penalty: 4557.193359
	Iteration 12Q: 3 clusters Score -1023044 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1023370.750000 Penalty: 4557.193359
	Iteration 13Q: 3 clusters Score -1023371 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1023698.625000 Penalty: 4557.193359
	Iteration 14Q: 3 clusters Score -1023699 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1023957.500000 Penalty: 4557.193359
	Iteration 15Q: 3 clusters Score -1023958 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1024165.875000 Penalty: 4557.193359
	Iteration 16Q: 3 clusters Score -1024166 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1024311.937500 Penalty: 4557.193359
	Iteration 17Q: 3 clusters Score -1024312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1024465.000000 Penalty: 4557.193359
	Iteration 18Q: 3 clusters Score -1024465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1024583.750000 Penalty: 4557.193359
	Iteration 19Q: 3 clusters Score -1024584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1024673.062500 Penalty: 4557.193359
	Iteration 20F: 3 clusters Score -1024673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1024714.562500 Penalty: 4557.193359
	Iteration 21Q: 3 clusters Score -1024715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1024740.250000 Penalty: 4557.193359
	Iteration 22Q: 3 clusters Score -1024740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1024758.062500 Penalty: 4557.193359
	Iteration 23Q: 3 clusters Score -1024758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1024773.875000 Penalty: 4557.193359
	Iteration 24Q: 3 clusters Score -1024774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1024787.937500 Penalty: 4557.193359
	Iteration 25Q: 3 clusters Score -1024788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1024799.250000 Penalty: 4557.193359
	Iteration 26Q: 3 clusters Score -1024799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1024808.687500 Penalty: 4557.193359
	Iteration 27Q: 3 clusters Score -1024809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1024810.125000 Penalty: 4557.193359
	Iteration 28Q: 3 clusters Score -1024810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1024812.125000 Penalty: 4557.193359
	Iteration 29Q: 3 clusters Score -1024812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1024817.937500 Penalty: 4557.193359
	Iteration 30Q: 3 clusters Score -1024818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1024824.250000 Penalty: 4557.193359
	Iteration 31Q: 3 clusters Score -1024824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1024828.375000 Penalty: 4557.193359
	Iteration 32Q: 3 clusters Score -1024828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1024831.562500 Penalty: 4557.193359
	Iteration 33Q: 3 clusters Score -1024832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1024834.187500 Penalty: 4557.193359
	Iteration 34Q: 3 clusters Score -1024834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1024833.562500 Penalty: 4557.193359
	Iteration 35Q: 3 clusters Score -1024834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1024834.812500 Penalty: 4557.193359
	Iteration 36Q: 3 clusters Score -1024835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1024835.812500 Penalty: 4557.193359
	Iteration 37Q: 3 clusters Score -1024836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1024835.937500 Penalty: 4557.193359
	Iteration 38Q: 3 clusters Score -1024836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1024837.312500 Penalty: 4557.193359
	Iteration 39Q: 3 clusters Score -1024837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1024839.125000 Penalty: 4557.193359
	Iteration 40F: 3 clusters Score -1024839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1024839.812500 Penalty: 4557.193359
	Iteration 41Q: 3 clusters Score -1024840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1024842.062500 Penalty: 4557.193359
	Iteration 42Q: 3 clusters Score -1024842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1024841.500000 Penalty: 4557.193359
	Iteration 43Q: 3 clusters Score -1024842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1024841.500000 Penalty: 4557.193359
	Iteration 44F: 3 clusters Score -1024842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -54066.468750 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -54066.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52452.097656 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -52452.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52685.578125 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -52685.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52834.226562 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -52834.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52966.363281 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -52966.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53063.414062 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -53063.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53163.878906 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -53163.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53352.859375 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -53352.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53812.375000 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -53812.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54573.175781 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -54573.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54707.667969 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -54707.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54742.066406 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -54742.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54745.886719 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -54745.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54745.886719 Penalty: 3207.978516
	Iteration 12F: 3 clusters Score -54745.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178946 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327352 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9778 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278171 members 
Mstep: Class 14 contains 58766 members 
Mstep: Class 15 contains 44935 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104933 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 339377 members 
Mstep: Class 21 contains 87865 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10647 members 
Entering Unmasked Estep 
Score: -158388288.000000 Penalty: 81209.359375
Splitting cluster 9 changes total score from -158389280.000000 to -158388288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -80644.906250 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -80644.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78817.078125 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -78817.08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79480.789062 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -79480.79 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79739.945312 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -79739.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80010.429688 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -80010.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80339.773438 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -80339.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80647.343750 Penalty: 3417.237305
	Iteration 5F: 3 clusters Score -80647.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80879.359375 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -80879.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80955.281250 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -80955.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80980.718750 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -80980.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81004.210938 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -81004.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81025.320312 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -81025.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81036.601562 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -81036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81043.445312 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -81043.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81046.992188 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -81046.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81046.992188 Penalty: 3417.237305
	Iteration 14F: 3 clusters Score -81046.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178946 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327352 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9778 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278171 members 
Mstep: Class 14 contains 58766 members 
Mstep: Class 15 contains 44935 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104933 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 339377 members 
Mstep: Class 21 contains 87865 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10647 members 
Entering Unmasked Estep 
Score: -158387936.000000 Penalty: 81209.359375
Splitting cluster 10 changes total score from -158389280.000000 to -158387936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 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 228 members 
Entering Unmasked Estep 
Score: -42332.667969 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42332.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42464.722656 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42464.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42500.546875 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -42500.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42516.437500 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42516.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42527.460938 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42527.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42527.460938 Penalty: 3049.640381
	Iteration 5F: 3 clusters Score -42527.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -225357.140625 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -225357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -222642.406250 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -222642.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223200.781250 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -223200.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223393.812500 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -223393.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223560.921875 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -223560.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -223733.625000 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -223733.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -223869.984375 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -223870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223950.156250 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -223950.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224010.687500 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -224010.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224066.937500 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -224066.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -224121.031250 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -224121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -224164.328125 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -224164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -224197.453125 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -224197.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -224231.187500 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -224231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -224252.906250 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -224252.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -224272.015625 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -224272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -224284.859375 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -224284.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -224294.656250 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -224294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -224302.812500 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -224302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -224312.281250 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -224312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -224323.843750 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -224323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -224329.406250 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -224329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -224334.625000 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -224334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -224336.625000 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -224336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -224337.328125 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -224337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -224337.578125 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -224337.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -224337.578125 Penalty: 3815.514648
	Iteration 25F: 3 clusters Score -224337.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278171 members 
Entering Unmasked Estep 
Score: -29594898.000000 Penalty: 3108.926025
	Iteration 0F: 2 clusters Score -2.95949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138936 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -29415850.000000 Penalty: 6217.852051
	Iteration 0F: 3 clusters Score -2.941585e+07 nChanged 134931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133865 members 
Mstep: Class 2 contains 144306 members 
Entering Unmasked Estep 
Score: -29495036.000000 Penalty: 6217.852051
	Iteration 1F: 3 clusters Score -2.949504e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -29496670.000000 Penalty: 6217.852051
	Iteration 2Q: 3 clusters Score -2.949667e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -29498952.000000 Penalty: 6217.852051
	Iteration 3Q: 3 clusters Score -2.949895e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 160569 members 
Entering Unmasked Estep 
Score: -29501934.000000 Penalty: 6217.852051
	Iteration 4Q: 3 clusters Score -2.950193e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -29506902.000000 Penalty: 6217.852051
	Iteration 5Q: 3 clusters Score -2.95069e+07 nChanged 16622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 187976 members 
Entering Unmasked Estep 
Score: -29515840.000000 Penalty: 6217.852051
	Iteration 6F: 3 clusters Score -2.951584e+07 nChanged 21515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 209293 members 
Entering Unmasked Estep 
Score: -29530662.000000 Penalty: 6217.852051
	Iteration 7F: 3 clusters Score -2.953066e+07 nChanged 24613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 233860 members 
Entering Unmasked Estep 
Score: -29550642.000000 Penalty: 6217.852051
	Iteration 8F: 3 clusters Score -2.955064e+07 nChanged 21837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 255693 members 
Entering Unmasked Estep 
Score: -29571006.000000 Penalty: 6217.852051
	Iteration 9F: 3 clusters Score -2.957101e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 269552 members 
Entering Unmasked Estep 
Score: -29584074.000000 Penalty: 6217.852051
	Iteration 10Q: 3 clusters Score -2.958407e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 275527 members 
Entering Unmasked Estep 
Score: -29589664.000000 Penalty: 6217.852051
	Iteration 11Q: 3 clusters Score -2.958966e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 277339 members 
Entering Unmasked Estep 
Score: -29591354.000000 Penalty: 6217.852051
	Iteration 12Q: 3 clusters Score -2.959135e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 277776 members 
Entering Unmasked Estep 
Score: -29591780.000000 Penalty: 6217.852051
	Iteration 13Q: 3 clusters Score -2.959178e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277886 members 
Entering Unmasked Estep 
Score: -29591920.000000 Penalty: 6217.852051
	Iteration 14Q: 3 clusters Score -2.959192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277908 members 
Entering Unmasked Estep 
Score: -29591998.000000 Penalty: 6217.852051
	Iteration 15Q: 3 clusters Score -2.9592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 277918 members 
Entering Unmasked Estep 
Score: -29592002.000000 Penalty: 6217.852051
	Iteration 16Q: 3 clusters Score -2.9592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277928 members 
Entering Unmasked Estep 
Score: -29592014.000000 Penalty: 6217.852051
	Iteration 17Q: 3 clusters Score -2.959201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277932 members 
Entering Unmasked Estep 
Score: -29592052.000000 Penalty: 6217.852051
	Iteration 18Q: 3 clusters Score -2.959205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277933 members 
Entering Unmasked Estep 
Score: -29592056.000000 Penalty: 6217.852051
	Iteration 19Q: 3 clusters Score -2.959206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277938 members 
Entering Unmasked Estep 
Score: -29592066.000000 Penalty: 6217.852051
	Iteration 20F: 3 clusters Score -2.959207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277938 members 
Entering Unmasked Estep 
Score: -29592080.000000 Penalty: 6217.852051
	Iteration 21Q: 3 clusters Score -2.959208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 277939 members 
Entering Unmasked Estep 
Score: -29592088.000000 Penalty: 6217.852051
	Iteration 22Q: 3 clusters Score -2.959209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277940 members 
Entering Unmasked Estep 
Score: -29592082.000000 Penalty: 6217.852051
	Iteration 23Q: 3 clusters Score -2.959208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277942 members 
Entering Unmasked Estep 
Score: -29592082.000000 Penalty: 6217.852051
	Iteration 24Q: 3 clusters Score -2.959208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277941 members 
Entering Unmasked Estep 
Score: -29592090.000000 Penalty: 6217.852051
	Iteration 25Q: 3 clusters Score -2.959209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277941 members 
Entering Unmasked Estep 
Score: -29592090.000000 Penalty: 6217.852051
	Iteration 26F: 3 clusters Score -2.959209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Entering Unmasked Estep 
Score: -6339824.000000 Penalty: 2723.366943
	Iteration 0F: 2 clusters Score -6339824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6300279.500000 Penalty: 5446.733887
	Iteration 0F: 3 clusters Score -6300280 nChanged 27401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -6315505.000000 Penalty: 5446.733887
	Iteration 1F: 3 clusters Score -6315505 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -6316015.500000 Penalty: 5446.733887
	Iteration 2Q: 3 clusters Score -6316016 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -6316574.500000 Penalty: 5446.733887
	Iteration 3Q: 3 clusters Score -6316574 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -6317275.500000 Penalty: 5446.733887
	Iteration 4Q: 3 clusters Score -6317276 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -6318443.000000 Penalty: 5446.733887
	Iteration 5Q: 3 clusters Score -6318443 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -6320056.000000 Penalty: 5446.733887
	Iteration 6F: 3 clusters Score -6320056 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -6322763.000000 Penalty: 5446.733887
	Iteration 7F: 3 clusters Score -6322763 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -6326799.500000 Penalty: 5446.733887
	Iteration 8F: 3 clusters Score -6326800 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -6331110.500000 Penalty: 5446.733887
	Iteration 9F: 3 clusters Score -6331110 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6334437.500000 Penalty: 5446.733887
	Iteration 10F: 3 clusters Score -6334438 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6336178.500000 Penalty: 5446.733887
	Iteration 11Q: 3 clusters Score -6336178 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6336942.000000 Penalty: 5446.733887
	Iteration 12Q: 3 clusters Score -6336942 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6337285.500000 Penalty: 5446.733887
	Iteration 13Q: 3 clusters Score -6337286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6337436.500000 Penalty: 5446.733887
	Iteration 14Q: 3 clusters Score -6337436 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6337539.500000 Penalty: 5446.733887
	Iteration 15Q: 3 clusters Score -6337540 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6337642.000000 Penalty: 5446.733887
	Iteration 16Q: 3 clusters Score -6337642 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6337735.000000 Penalty: 5446.733887
	Iteration 17Q: 3 clusters Score -6337735 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6337785.000000 Penalty: 5446.733887
	Iteration 18Q: 3 clusters Score -6337785 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6337819.500000 Penalty: 5446.733887
	Iteration 19Q: 3 clusters Score -6337820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6337874.000000 Penalty: 5446.733887
	Iteration 20F: 3 clusters Score -6337874 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6337944.000000 Penalty: 5446.733887
	Iteration 21Q: 3 clusters Score -6337944 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6337959.000000 Penalty: 5446.733887
	Iteration 22Q: 3 clusters Score -6337959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6338005.000000 Penalty: 5446.733887
	Iteration 23Q: 3 clusters Score -6338005 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6338031.500000 Penalty: 5446.733887
	Iteration 24Q: 3 clusters Score -6338032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6338044.500000 Penalty: 5446.733887
	Iteration 25Q: 3 clusters Score -6338044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6338077.500000 Penalty: 5446.733887
	Iteration 26Q: 3 clusters Score -6338078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6338086.500000 Penalty: 5446.733887
	Iteration 27Q: 3 clusters Score -6338086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6338096.000000 Penalty: 5446.733887
	Iteration 28Q: 3 clusters Score -6338096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6338110.000000 Penalty: 5446.733887
	Iteration 29Q: 3 clusters Score -6338110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6338130.500000 Penalty: 5446.733887
	Iteration 30Q: 3 clusters Score -6338130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6338136.000000 Penalty: 5446.733887
	Iteration 31Q: 3 clusters Score -6338136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6338137.500000 Penalty: 5446.733887
	Iteration 32Q: 3 clusters Score -6338138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6338160.000000 Penalty: 5446.733887
	Iteration 33Q: 3 clusters Score -6338160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6338148.500000 Penalty: 5446.733887
	Iteration 34Q: 3 clusters Score -6338148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6338157.500000 Penalty: 5446.733887
	Iteration 35Q: 3 clusters Score -6338158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6338164.000000 Penalty: 5446.733887
	Iteration 36Q: 3 clusters Score -6338164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6338164.000000 Penalty: 5446.733887
	Iteration 37Q: 3 clusters Score -6338164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6338175.000000 Penalty: 5446.733887
	Iteration 38Q: 3 clusters Score -6338175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6338182.000000 Penalty: 5446.733887
	Iteration 39Q: 3 clusters Score -6338182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6338179.500000 Penalty: 5446.733887
	Iteration 40F: 3 clusters Score -6338180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6338179.500000 Penalty: 5446.733887
	Iteration 41Q: 3 clusters Score -6338180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6338175.500000 Penalty: 5446.733887
	Iteration 42Q: 3 clusters Score -6338176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6338178.000000 Penalty: 5446.733887
	Iteration 43Q: 3 clusters Score -6338178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6338178.000000 Penalty: 5446.733887
	Iteration 44Q: 3 clusters Score -6338178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6338188.000000 Penalty: 5446.733887
	Iteration 45Q: 3 clusters Score -6338188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6338189.500000 Penalty: 5446.733887
	Iteration 46Q: 3 clusters Score -6338190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6338201.000000 Penalty: 5446.733887
	Iteration 47Q: 3 clusters Score -6338201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6338197.500000 Penalty: 5446.733887
	Iteration 48Q: 3 clusters Score -6338198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6338201.000000 Penalty: 5446.733887
	Iteration 49Q: 3 clusters Score -6338201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6338208.000000 Penalty: 5446.733887
	Iteration 50Q: 3 clusters Score -6338208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6338202.500000 Penalty: 5446.733887
	Iteration 51Q: 3 clusters Score -6338202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6338202.000000 Penalty: 5446.733887
	Iteration 52Q: 3 clusters Score -6338202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6338202.000000 Penalty: 5446.733887
	Iteration 53F: 3 clusters Score -6338202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Entering Unmasked Estep 
Score: -4838651.500000 Penalty: 2656.817139
	Iteration 0F: 2 clusters Score -4838652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4808373.000000 Penalty: 5313.634277
	Iteration 0F: 3 clusters Score -4808373 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4819908.000000 Penalty: 5313.634277
	Iteration 1F: 3 clusters Score -4819908 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4820740.500000 Penalty: 5313.634277
	Iteration 2Q: 3 clusters Score -4820740 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -4821753.000000 Penalty: 5313.634277
	Iteration 3Q: 3 clusters Score -4821753 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4822952.500000 Penalty: 5313.634277
	Iteration 4F: 3 clusters Score -4822952 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4824618.500000 Penalty: 5313.634277
	Iteration 5F: 3 clusters Score -4824618 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4826630.000000 Penalty: 5313.634277
	Iteration 6F: 3 clusters Score -4826630 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4829050.500000 Penalty: 5313.634277
	Iteration 7F: 3 clusters Score -4829050 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4831286.500000 Penalty: 5313.634277
	Iteration 8F: 3 clusters Score -4831286 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4832965.500000 Penalty: 5313.634277
	Iteration 9F: 3 clusters Score -4832966 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -4834149.500000 Penalty: 5313.634277
	Iteration 10Q: 3 clusters Score -4834150 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4834899.500000 Penalty: 5313.634277
	Iteration 11Q: 3 clusters Score -4834900 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4835338.500000 Penalty: 5313.634277
	Iteration 12Q: 3 clusters Score -4835338 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -4835680.500000 Penalty: 5313.634277
	Iteration 13Q: 3 clusters Score -4835680 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4835977.000000 Penalty: 5313.634277
	Iteration 14Q: 3 clusters Score -4835977 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -4836225.000000 Penalty: 5313.634277
	Iteration 15Q: 3 clusters Score -4836225 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4836394.000000 Penalty: 5313.634277
	Iteration 16Q: 3 clusters Score -4836394 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -4836523.000000 Penalty: 5313.634277
	Iteration 17Q: 3 clusters Score -4836523 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -4836626.500000 Penalty: 5313.634277
	Iteration 18Q: 3 clusters Score -4836626 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -4836741.500000 Penalty: 5313.634277
	Iteration 19Q: 3 clusters Score -4836742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4836813.000000 Penalty: 5313.634277
	Iteration 20F: 3 clusters Score -4836813 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -4836861.500000 Penalty: 5313.634277
	Iteration 21Q: 3 clusters Score -4836862 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -4836901.500000 Penalty: 5313.634277
	Iteration 22Q: 3 clusters Score -4836902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -4836922.000000 Penalty: 5313.634277
	Iteration 23Q: 3 clusters Score -4836922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -4836955.000000 Penalty: 5313.634277
	Iteration 24Q: 3 clusters Score -4836955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -4836954.500000 Penalty: 5313.634277
	Iteration 25Q: 3 clusters Score -4836954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4836979.500000 Penalty: 5313.634277
	Iteration 26Q: 3 clusters Score -4836980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -4836986.000000 Penalty: 5313.634277
	Iteration 27Q: 3 clusters Score -4836986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4836990.000000 Penalty: 5313.634277
	Iteration 28Q: 3 clusters Score -4836990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -4836997.500000 Penalty: 5313.634277
	Iteration 29Q: 3 clusters Score -4836998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -4836990.000000 Penalty: 5313.634277
	Iteration 30Q: 3 clusters Score -4836990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -4837002.000000 Penalty: 5313.634277
	Iteration 31Q: 3 clusters Score -4837002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -4836997.500000 Penalty: 5313.634277
	Iteration 32Q: 3 clusters Score -4836998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -4836994.000000 Penalty: 5313.634277
	Iteration 33Q: 3 clusters Score -4836994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -4836994.000000 Penalty: 5313.634277
	Iteration 34Q: 3 clusters Score -4836994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -4836995.500000 Penalty: 5313.634277
	Iteration 35Q: 3 clusters Score -4836996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -4837002.000000 Penalty: 5313.634277
	Iteration 36Q: 3 clusters Score -4837002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -4837011.000000 Penalty: 5313.634277
	Iteration 37Q: 3 clusters Score -4837011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -4837006.000000 Penalty: 5313.634277
	Iteration 38Q: 3 clusters Score -4837006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -4837002.000000 Penalty: 5313.634277
	Iteration 39Q: 3 clusters Score -4837002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -4837003.500000 Penalty: 5313.634277
	Iteration 40F: 3 clusters Score -4837004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -4837000.500000 Penalty: 5313.634277
	Iteration 41Q: 3 clusters Score -4837000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -4837004.500000 Penalty: 5313.634277
	Iteration 42Q: 3 clusters Score -4837004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -4837016.500000 Penalty: 5313.634277
	Iteration 43Q: 3 clusters Score -4837016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -4837015.000000 Penalty: 5313.634277
	Iteration 44Q: 3 clusters Score -4837015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -4837015.000000 Penalty: 5313.634277
	Iteration 45Q: 3 clusters Score -4837015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -4837018.500000 Penalty: 5313.634277
	Iteration 46Q: 3 clusters Score -4837018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4837020.000000 Penalty: 5313.634277
	Iteration 47Q: 3 clusters Score -4837020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -4837017.500000 Penalty: 5313.634277
	Iteration 48Q: 3 clusters Score -4837018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -4837021.000000 Penalty: 5313.634277
	Iteration 49Q: 3 clusters Score -4837021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4837019.000000 Penalty: 5313.634277
	Iteration 50Q: 3 clusters Score -4837019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -4837018.500000 Penalty: 5313.634277
	Iteration 51Q: 3 clusters Score -4837018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -4837018.500000 Penalty: 5313.634277
	Iteration 52F: 3 clusters Score -4837018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -476072.906250 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -476072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471998.343750 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -471998.3 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -472954.187500 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -472954.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -473147.656250 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -473147.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -473263.312500 Penalty: 4160.445801
	Iteration 3Q: 3 clusters Score -473263.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -473363.156250 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -473363.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -473430.531250 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -473430.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -473469.312500 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -473469.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -473514.375000 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -473514.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -473561.906250 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -473561.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -473604.718750 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -473604.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -473637.875000 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -473637.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -473670.000000 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -473670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -473697.375000 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -473697.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -473732.656250 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -473732.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -473767.625000 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -473767.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -473803.156250 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -473803.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -473854.906250 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -473854.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -473911.937500 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -473911.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -473978.000000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -473978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -474038.718750 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -474038.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -474100.593750 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -474100.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -474156.250000 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -474156.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -474198.406250 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -474198.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -474252.656250 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -474252.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -474303.906250 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -474303.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -474343.031250 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -474343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -474375.781250 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -474375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -474400.718750 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -474400.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -474421.250000 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -474421.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -474436.968750 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -474437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -474450.750000 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -474450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -474459.312500 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -474459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -474466.250000 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -474466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -474470.531250 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -474470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -474474.125000 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -474474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -474477.500000 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -474477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -474478.562500 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -474478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -474479.843750 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -474479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -474479.843750 Penalty: 4160.445801
	Iteration 38F: 3 clusters Score -474479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -81523.828125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -81523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79664.710938 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -79664.71 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80005.890625 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -80005.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80180.476562 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -80180.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80307.554688 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -80307.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80450.312500 Penalty: 3363.404785
	Iteration 4F: 3 clusters Score -80450.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80672.359375 Penalty: 3363.404785
	Iteration 5F: 3 clusters Score -80672.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80832.085938 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -80832.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80905.101562 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -80905.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80934.039062 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -80934.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80954.382812 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -80954.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80977.156250 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -80977.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80997.835938 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -80997.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81025.617188 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -81025.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81054.656250 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -81054.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81124.976562 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -81124.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81241.328125 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -81241.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81318.687500 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -81318.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81367.679688 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -81367.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81386.289062 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -81386.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81409.429688 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -81409.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -81434.226562 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -81434.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81450.382812 Penalty: 3363.404785
	Iteration 21Q: 3 clusters Score -81450.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81454.820312 Penalty: 3363.404785
	Iteration 22Q: 3 clusters Score -81454.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81454.820312 Penalty: 3363.404785
	Iteration 23F: 3 clusters Score -81454.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Entering Unmasked Estep 
Score: -11237735.000000 Penalty: 2867.147217
	Iteration 0F: 2 clusters Score -1.123774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -11167235.000000 Penalty: 5734.294434
	Iteration 0F: 3 clusters Score -1.116724e+07 nChanged 49944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -11196443.000000 Penalty: 5734.294434
	Iteration 1F: 3 clusters Score -1.119644e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -11197550.000000 Penalty: 5734.294434
	Iteration 2Q: 3 clusters Score -1.119755e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -11198952.000000 Penalty: 5734.294434
	Iteration 3Q: 3 clusters Score -1.119895e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -11200977.000000 Penalty: 5734.294434
	Iteration 4Q: 3 clusters Score -1.120098e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -11203508.000000 Penalty: 5734.294434
	Iteration 5Q: 3 clusters Score -1.120351e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -11206556.000000 Penalty: 5734.294434
	Iteration 6F: 3 clusters Score -1.120656e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -11210102.000000 Penalty: 5734.294434
	Iteration 7F: 3 clusters Score -1.12101e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -11213874.000000 Penalty: 5734.294434
	Iteration 8F: 3 clusters Score -1.121387e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -11217522.000000 Penalty: 5734.294434
	Iteration 9F: 3 clusters Score -1.121752e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -11220355.000000 Penalty: 5734.294434
	Iteration 10Q: 3 clusters Score -1.122036e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -11222083.000000 Penalty: 5734.294434
	Iteration 11Q: 3 clusters Score -1.122208e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -11222960.000000 Penalty: 5734.294434
	Iteration 12Q: 3 clusters Score -1.122296e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -11223346.000000 Penalty: 5734.294434
	Iteration 13Q: 3 clusters Score -1.122335e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -11223550.000000 Penalty: 5734.294434
	Iteration 14Q: 3 clusters Score -1.122355e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -11223803.000000 Penalty: 5734.294434
	Iteration 15Q: 3 clusters Score -1.12238e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -11224008.000000 Penalty: 5734.294434
	Iteration 16Q: 3 clusters Score -1.122401e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -11224180.000000 Penalty: 5734.294434
	Iteration 17Q: 3 clusters Score -1.122418e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -11224364.000000 Penalty: 5734.294434
	Iteration 18Q: 3 clusters Score -1.122436e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -11224487.000000 Penalty: 5734.294434
	Iteration 19Q: 3 clusters Score -1.122449e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -11224581.000000 Penalty: 5734.294434
	Iteration 20F: 3 clusters Score -1.122458e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -11224752.000000 Penalty: 5734.294434
	Iteration 21Q: 3 clusters Score -1.122475e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -11224954.000000 Penalty: 5734.294434
	Iteration 22Q: 3 clusters Score -1.122495e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -11225126.000000 Penalty: 5734.294434
	Iteration 23Q: 3 clusters Score -1.122513e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -11225320.000000 Penalty: 5734.294434
	Iteration 24Q: 3 clusters Score -1.122532e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -11225504.000000 Penalty: 5734.294434
	Iteration 25Q: 3 clusters Score -1.12255e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -11225683.000000 Penalty: 5734.294434
	Iteration 26Q: 3 clusters Score -1.122568e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -11225908.000000 Penalty: 5734.294434
	Iteration 27Q: 3 clusters Score -1.122591e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -11226137.000000 Penalty: 5734.294434
	Iteration 28Q: 3 clusters Score -1.122614e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -11226374.000000 Penalty: 5734.294434
	Iteration 29Q: 3 clusters Score -1.122637e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -11226565.000000 Penalty: 5734.294434
	Iteration 30Q: 3 clusters Score -1.122656e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -11226855.000000 Penalty: 5734.294434
	Iteration 31Q: 3 clusters Score -1.122686e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -11227049.000000 Penalty: 5734.294434
	Iteration 32Q: 3 clusters Score -1.122705e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -11227285.000000 Penalty: 5734.294434
	Iteration 33Q: 3 clusters Score -1.122728e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -11227582.000000 Penalty: 5734.294434
	Iteration 34Q: 3 clusters Score -1.122758e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -11227878.000000 Penalty: 5734.294434
	Iteration 35Q: 3 clusters Score -1.122788e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -11228260.000000 Penalty: 5734.294434
	Iteration 36Q: 3 clusters Score -1.122826e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -11228629.000000 Penalty: 5734.294434
	Iteration 37Q: 3 clusters Score -1.122863e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -11229025.000000 Penalty: 5734.294434
	Iteration 38Q: 3 clusters Score -1.122902e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -11229525.000000 Penalty: 5734.294434
	Iteration 39Q: 3 clusters Score -1.122952e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -11229921.000000 Penalty: 5734.294434
	Iteration 40F: 3 clusters Score -1.122992e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -11230311.000000 Penalty: 5734.294434
	Iteration 41Q: 3 clusters Score -1.123031e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -11230667.000000 Penalty: 5734.294434
	Iteration 42Q: 3 clusters Score -1.123067e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -11231154.000000 Penalty: 5734.294434
	Iteration 43Q: 3 clusters Score -1.123115e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11231604.000000 Penalty: 5734.294434
	Iteration 44Q: 3 clusters Score -1.12316e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -11232013.000000 Penalty: 5734.294434
	Iteration 45Q: 3 clusters Score -1.123201e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -11232469.000000 Penalty: 5734.294434
	Iteration 46Q: 3 clusters Score -1.123247e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -11232794.000000 Penalty: 5734.294434
	Iteration 47Q: 3 clusters Score -1.123279e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -11233044.000000 Penalty: 5734.294434
	Iteration 48Q: 3 clusters Score -1.123304e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -11233356.000000 Penalty: 5734.294434
	Iteration 49Q: 3 clusters Score -1.123336e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -11233620.000000 Penalty: 5734.294434
	Iteration 50Q: 3 clusters Score -1.123362e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -11233870.000000 Penalty: 5734.294434
	Iteration 51Q: 3 clusters Score -1.123387e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -11234123.000000 Penalty: 5734.294434
	Iteration 52Q: 3 clusters Score -1.123412e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -11234336.000000 Penalty: 5734.294434
	Iteration 53Q: 3 clusters Score -1.123434e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -11234474.000000 Penalty: 5734.294434
	Iteration 54Q: 3 clusters Score -1.123447e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -11234625.000000 Penalty: 5734.294434
	Iteration 55Q: 3 clusters Score -1.123462e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -11234757.000000 Penalty: 5734.294434
	Iteration 56Q: 3 clusters Score -1.123476e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -11234860.000000 Penalty: 5734.294434
	Iteration 57Q: 3 clusters Score -1.123486e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -11235028.000000 Penalty: 5734.294434
	Iteration 58Q: 3 clusters Score -1.123503e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -11235090.000000 Penalty: 5734.294434
	Iteration 59Q: 3 clusters Score -1.123509e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -11235224.000000 Penalty: 5734.294434
	Iteration 60F: 3 clusters Score -1.123522e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -11235305.000000 Penalty: 5734.294434
	Iteration 61Q: 3 clusters Score -1.12353e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -11235345.000000 Penalty: 5734.294434
	Iteration 62Q: 3 clusters Score -1.123534e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -11235398.000000 Penalty: 5734.294434
	Iteration 63Q: 3 clusters Score -1.12354e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -11235454.000000 Penalty: 5734.294434
	Iteration 64Q: 3 clusters Score -1.123545e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -11235537.000000 Penalty: 5734.294434
	Iteration 65Q: 3 clusters Score -1.123554e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -11235631.000000 Penalty: 5734.294434
	Iteration 66Q: 3 clusters Score -1.123563e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -11235664.000000 Penalty: 5734.294434
	Iteration 67Q: 3 clusters Score -1.123566e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -11235710.000000 Penalty: 5734.294434
	Iteration 68Q: 3 clusters Score -1.123571e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -11235720.000000 Penalty: 5734.294434
	Iteration 69Q: 3 clusters Score -1.123572e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -11235749.000000 Penalty: 5734.294434
	Iteration 70Q: 3 clusters Score -1.123575e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -11235817.000000 Penalty: 5734.294434
	Iteration 71Q: 3 clusters Score -1.123582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -11235844.000000 Penalty: 5734.294434
	Iteration 72Q: 3 clusters Score -1.123584e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 102540 members 
Entering Unmasked Estep 
Score: -11235853.000000 Penalty: 5734.294434
	Iteration 73Q: 3 clusters Score -1.123585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -11235866.000000 Penalty: 5734.294434
	Iteration 74Q: 3 clusters Score -1.123587e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 102631 members 
Entering Unmasked Estep 
Score: -11235866.000000 Penalty: 5734.294434
	Iteration 75Q: 3 clusters Score -1.123587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -11235886.000000 Penalty: 5734.294434
	Iteration 76Q: 3 clusters Score -1.123589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -11235893.000000 Penalty: 5734.294434
	Iteration 77Q: 3 clusters Score -1.123589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -11235892.000000 Penalty: 5734.294434
	Iteration 78Q: 3 clusters Score -1.123589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -11235899.000000 Penalty: 5734.294434
	Iteration 79Q: 3 clusters Score -1.12359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -11235908.000000 Penalty: 5734.294434
	Iteration 80F: 3 clusters Score -1.123591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -11235916.000000 Penalty: 5734.294434
	Iteration 81Q: 3 clusters Score -1.123592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -11235900.000000 Penalty: 5734.294434
	Iteration 82Q: 3 clusters Score -1.12359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -11235902.000000 Penalty: 5734.294434
	Iteration 83Q: 3 clusters Score -1.12359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -11235898.000000 Penalty: 5734.294434
	Iteration 84Q: 3 clusters Score -1.12359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -11235898.000000 Penalty: 5734.294434
	Iteration 85Q: 3 clusters Score -1.12359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -11235892.000000 Penalty: 5734.294434
	Iteration 86Q: 3 clusters Score -1.123589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -11235893.000000 Penalty: 5734.294434
	Iteration 87Q: 3 clusters Score -1.123589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -11235892.000000 Penalty: 5734.294434
	Iteration 88Q: 3 clusters Score -1.123589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -11235898.000000 Penalty: 5734.294434
	Iteration 89Q: 3 clusters Score -1.12359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 102845 members 
Entering Unmasked Estep 
Score: -11235902.000000 Penalty: 5734.294434
	Iteration 90Q: 3 clusters Score -1.12359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 102850 members 
Entering Unmasked Estep 
Score: -11235907.000000 Penalty: 5734.294434
	Iteration 91Q: 3 clusters Score -1.123591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -11235909.000000 Penalty: 5734.294434
	Iteration 92Q: 3 clusters Score -1.123591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -11235905.000000 Penalty: 5734.294434
	Iteration 93Q: 3 clusters Score -1.12359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -11235898.000000 Penalty: 5734.294434
	Iteration 94Q: 3 clusters Score -1.12359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -11235898.000000 Penalty: 5734.294434
	Iteration 95Q: 3 clusters Score -1.12359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -11235907.000000 Penalty: 5734.294434
	Iteration 96Q: 3 clusters Score -1.123591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -11235917.000000 Penalty: 5734.294434
	Iteration 97Q: 3 clusters Score -1.123592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -11235913.000000 Penalty: 5734.294434
	Iteration 98Q: 3 clusters Score -1.123591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -11235930.000000 Penalty: 5734.294434
	Iteration 99Q: 3 clusters Score -1.123593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -11235921.000000 Penalty: 5734.294434
	Iteration 100F: 3 clusters Score -1.123592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -11235913.000000 Penalty: 5734.294434
	Iteration 101Q: 3 clusters Score -1.123591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -11235917.000000 Penalty: 5734.294434
	Iteration 102Q: 3 clusters Score -1.123592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -11235917.000000 Penalty: 5734.294434
	Iteration 103Q: 3 clusters Score -1.123592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -11235918.000000 Penalty: 5734.294434
	Iteration 104Q: 3 clusters Score -1.123592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -11235910.000000 Penalty: 5734.294434
	Iteration 105Q: 3 clusters Score -1.123591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -11235906.000000 Penalty: 5734.294434
	Iteration 106Q: 3 clusters Score -1.123591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -11235910.000000 Penalty: 5734.294434
	Iteration 107Q: 3 clusters Score -1.123591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -11235924.000000 Penalty: 5734.294434
	Iteration 108Q: 3 clusters Score -1.123592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -11235920.000000 Penalty: 5734.294434
	Iteration 109Q: 3 clusters Score -1.123592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 102991 members 
Entering Unmasked Estep 
Score: -11235928.000000 Penalty: 5734.294434
	Iteration 110Q: 3 clusters Score -1.123593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -11235934.000000 Penalty: 5734.294434
	Iteration 111Q: 3 clusters Score -1.123593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -11235952.000000 Penalty: 5734.294434
	Iteration 112Q: 3 clusters Score -1.123595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -11235945.000000 Penalty: 5734.294434
	Iteration 113Q: 3 clusters Score -1.123594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -11235942.000000 Penalty: 5734.294434
	Iteration 114Q: 3 clusters Score -1.123594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -11235948.000000 Penalty: 5734.294434
	Iteration 115Q: 3 clusters Score -1.123595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -11235944.000000 Penalty: 5734.294434
	Iteration 116Q: 3 clusters Score -1.123594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -11235944.000000 Penalty: 5734.294434
	Iteration 117Q: 3 clusters Score -1.123594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -11235940.000000 Penalty: 5734.294434
	Iteration 118Q: 3 clusters Score -1.123594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -11235948.000000 Penalty: 5734.294434
	Iteration 119Q: 3 clusters Score -1.123595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -11235948.000000 Penalty: 5734.294434
	Iteration 120F: 3 clusters Score -1.123595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (339377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339377 members 
Entering Unmasked Estep 
Score: -35917032.000000 Penalty: 3158.247070
	Iteration 0F: 2 clusters Score -3.591703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170373 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -35697692.000000 Penalty: 6316.494141
	Iteration 0F: 3 clusters Score -3.569769e+07 nChanged 164916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184019 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -35797440.000000 Penalty: 6316.494141
	Iteration 1F: 3 clusters Score -3.579744e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192181 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -35800440.000000 Penalty: 6316.494141
	Iteration 2Q: 3 clusters Score -3.580044e+07 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204709 members 
Mstep: Class 2 contains 134668 members 
Entering Unmasked Estep 
Score: -35806540.000000 Penalty: 6316.494141
	Iteration 3Q: 3 clusters Score -3.580654e+07 nChanged 18785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222950 members 
Mstep: Class 2 contains 116427 members 
Entering Unmasked Estep 
Score: -35817580.000000 Penalty: 6316.494141
	Iteration 4F: 3 clusters Score -3.581758e+07 nChanged 24765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247537 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -35836232.000000 Penalty: 6316.494141
	Iteration 5F: 3 clusters Score -3.583623e+07 nChanged 28641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276120 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -35861528.000000 Penalty: 6316.494141
	Iteration 6F: 3 clusters Score -3.586153e+07 nChanged 26214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302328 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -35886184.000000 Penalty: 6316.494141
	Iteration 7F: 3 clusters Score -3.588618e+07 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320454 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -35902528.000000 Penalty: 6316.494141
	Iteration 8F: 3 clusters Score -3.590253e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330402 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -35909156.000000 Penalty: 6316.494141
	Iteration 9Q: 3 clusters Score -3.590916e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334900 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -35911888.000000 Penalty: 6316.494141
	Iteration 10Q: 3 clusters Score -3.591189e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336897 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -35913080.000000 Penalty: 6316.494141
	Iteration 11Q: 3 clusters Score -3.591308e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337781 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -35913576.000000 Penalty: 6316.494141
	Iteration 12Q: 3 clusters Score -3.591358e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338159 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -35913812.000000 Penalty: 6316.494141
	Iteration 13Q: 3 clusters Score -3.591381e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338364 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -35913948.000000 Penalty: 6316.494141
	Iteration 14Q: 3 clusters Score -3.591395e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338485 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -35913976.000000 Penalty: 6316.494141
	Iteration 15Q: 3 clusters Score -3.591398e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338548 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -35914060.000000 Penalty: 6316.494141
	Iteration 16Q: 3 clusters Score -3.591406e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338590 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -35914088.000000 Penalty: 6316.494141
	Iteration 17Q: 3 clusters Score -3.591409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338623 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -35914136.000000 Penalty: 6316.494141
	Iteration 18Q: 3 clusters Score -3.591414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338639 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -35914140.000000 Penalty: 6316.494141
	Iteration 19Q: 3 clusters Score -3.591414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338657 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -35914168.000000 Penalty: 6316.494141
	Iteration 20F: 3 clusters Score -3.591417e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338681 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35914192.000000 Penalty: 6316.494141
	Iteration 21Q: 3 clusters Score -3.591419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338692 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -35914236.000000 Penalty: 6316.494141
	Iteration 22Q: 3 clusters Score -3.591424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338711 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -35914256.000000 Penalty: 6316.494141
	Iteration 23Q: 3 clusters Score -3.591426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338723 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35914288.000000 Penalty: 6316.494141
	Iteration 24Q: 3 clusters Score -3.591429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338730 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -35914304.000000 Penalty: 6316.494141
	Iteration 25Q: 3 clusters Score -3.59143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338735 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -35914308.000000 Penalty: 6316.494141
	Iteration 26Q: 3 clusters Score -3.591431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338741 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -35914316.000000 Penalty: 6316.494141
	Iteration 27Q: 3 clusters Score -3.591432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338749 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -35914328.000000 Penalty: 6316.494141
	Iteration 28Q: 3 clusters Score -3.591433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338752 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35914320.000000 Penalty: 6316.494141
	Iteration 29Q: 3 clusters Score -3.591432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35914328.000000 Penalty: 6316.494141
	Iteration 30Q: 3 clusters Score -3.591433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35914324.000000 Penalty: 6316.494141
	Iteration 31Q: 3 clusters Score -3.591432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338757 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35914324.000000 Penalty: 6316.494141
	Iteration 32Q: 3 clusters Score -3.591432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338755 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -35914340.000000 Penalty: 6316.494141
	Iteration 33Q: 3 clusters Score -3.591434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338756 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -35914356.000000 Penalty: 6316.494141
	Iteration 34Q: 3 clusters Score -3.591436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35914348.000000 Penalty: 6316.494141
	Iteration 35Q: 3 clusters Score -3.591435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35914348.000000 Penalty: 6316.494141
	Iteration 36F: 3 clusters Score -3.591435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Entering Unmasked Estep 
Score: -9062406.000000 Penalty: 2823.122070
	Iteration 0F: 2 clusters Score -9062406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -9003459.000000 Penalty: 5646.244141
	Iteration 0F: 3 clusters Score -9003459 nChanged 41493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -9027044.000000 Penalty: 5646.244141
	Iteration 1F: 3 clusters Score -9027044 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -9027871.000000 Penalty: 5646.244141
	Iteration 2Q: 3 clusters Score -9027871 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -9029142.000000 Penalty: 5646.244141
	Iteration 3Q: 3 clusters Score -9029142 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -9031419.000000 Penalty: 5646.244141
	Iteration 4F: 3 clusters Score -9031419 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -9035457.000000 Penalty: 5646.244141
	Iteration 5F: 3 clusters Score -9035457 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -9042161.000000 Penalty: 5646.244141
	Iteration 6F: 3 clusters Score -9042161 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9050248.000000 Penalty: 5646.244141
	Iteration 7F: 3 clusters Score -9050248 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -9056354.000000 Penalty: 5646.244141
	Iteration 8F: 3 clusters Score -9056354 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -9058871.000000 Penalty: 5646.244141
	Iteration 9Q: 3 clusters Score -9058871 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -9059588.000000 Penalty: 5646.244141
	Iteration 10Q: 3 clusters Score -9059588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -9059739.000000 Penalty: 5646.244141
	Iteration 11Q: 3 clusters Score -9059739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -9059831.000000 Penalty: 5646.244141
	Iteration 12Q: 3 clusters Score -9059831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -9059872.000000 Penalty: 5646.244141
	Iteration 13Q: 3 clusters Score -9059872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -9059909.000000 Penalty: 5646.244141
	Iteration 14Q: 3 clusters Score -9059909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -9059910.000000 Penalty: 5646.244141
	Iteration 15Q: 3 clusters Score -9059910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -9059921.000000 Penalty: 5646.244141
	Iteration 16Q: 3 clusters Score -9059921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -9059926.000000 Penalty: 5646.244141
	Iteration 17Q: 3 clusters Score -9059926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -9059926.000000 Penalty: 5646.244141
	Iteration 18Q: 3 clusters Score -9059926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -9059920.000000 Penalty: 5646.244141
	Iteration 19Q: 3 clusters Score -9059920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -9059920.000000 Penalty: 5646.244141
	Iteration 20F: 3 clusters Score -9059920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Entering Unmasked Estep 
Score: -3317658.250000 Penalty: 2562.703613
	Iteration 0F: 2 clusters Score -3317658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3296575.000000 Penalty: 5125.407227
	Iteration 0F: 3 clusters Score -3296575 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3304263.750000 Penalty: 5125.407227
	Iteration 1F: 3 clusters Score -3304264 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3304784.000000 Penalty: 5125.407227
	Iteration 2Q: 3 clusters Score -3304784 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3305266.250000 Penalty: 5125.407227
	Iteration 3Q: 3 clusters Score -3305266 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3305802.500000 Penalty: 5125.407227
	Iteration 4Q: 3 clusters Score -3305802 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3306432.750000 Penalty: 5125.407227
	Iteration 5Q: 3 clusters Score -3306433 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3307186.000000 Penalty: 5125.407227
	Iteration 6Q: 3 clusters Score -3307186 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3308083.250000 Penalty: 5125.407227
	Iteration 7Q: 3 clusters Score -3308083 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3309106.500000 Penalty: 5125.407227
	Iteration 8Q: 3 clusters Score -3309106 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3310159.750000 Penalty: 5125.407227
	Iteration 9Q: 3 clusters Score -3310160 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3311182.500000 Penalty: 5125.407227
	Iteration 10Q: 3 clusters Score -3311182 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3312016.000000 Penalty: 5125.407227
	Iteration 11Q: 3 clusters Score -3312016 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3312643.500000 Penalty: 5125.407227
	Iteration 12Q: 3 clusters Score -3312644 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3313117.750000 Penalty: 5125.407227
	Iteration 13Q: 3 clusters Score -3313118 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3313525.000000 Penalty: 5125.407227
	Iteration 14Q: 3 clusters Score -3313525 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3313849.250000 Penalty: 5125.407227
	Iteration 15Q: 3 clusters Score -3313849 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3314125.500000 Penalty: 5125.407227
	Iteration 16Q: 3 clusters Score -3314126 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3314318.750000 Penalty: 5125.407227
	Iteration 17Q: 3 clusters Score -3314319 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3314490.250000 Penalty: 5125.407227
	Iteration 18Q: 3 clusters Score -3314490 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3314671.000000 Penalty: 5125.407227
	Iteration 19Q: 3 clusters Score -3314671 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3314822.750000 Penalty: 5125.407227
	Iteration 20F: 3 clusters Score -3314823 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3314926.500000 Penalty: 5125.407227
	Iteration 21Q: 3 clusters Score -3314926 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3314995.250000 Penalty: 5125.407227
	Iteration 22Q: 3 clusters Score -3314995 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3315043.250000 Penalty: 5125.407227
	Iteration 23Q: 3 clusters Score -3315043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3315108.250000 Penalty: 5125.407227
	Iteration 24Q: 3 clusters Score -3315108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3315164.250000 Penalty: 5125.407227
	Iteration 25Q: 3 clusters Score -3315164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3315201.750000 Penalty: 5125.407227
	Iteration 26Q: 3 clusters Score -3315202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3315238.750000 Penalty: 5125.407227
	Iteration 27Q: 3 clusters Score -3315239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3315284.500000 Penalty: 5125.407227
	Iteration 28Q: 3 clusters Score -3315284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3315322.750000 Penalty: 5125.407227
	Iteration 29Q: 3 clusters Score -3315323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3315343.250000 Penalty: 5125.407227
	Iteration 30Q: 3 clusters Score -3315343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3315364.750000 Penalty: 5125.407227
	Iteration 31Q: 3 clusters Score -3315365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3315387.000000 Penalty: 5125.407227
	Iteration 32Q: 3 clusters Score -3315387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3315403.000000 Penalty: 5125.407227
	Iteration 33Q: 3 clusters Score -3315403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3315416.000000 Penalty: 5125.407227
	Iteration 34Q: 3 clusters Score -3315416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3315425.500000 Penalty: 5125.407227
	Iteration 35Q: 3 clusters Score -3315426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3315426.250000 Penalty: 5125.407227
	Iteration 36Q: 3 clusters Score -3315426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3315432.250000 Penalty: 5125.407227
	Iteration 37Q: 3 clusters Score -3315432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3315441.500000 Penalty: 5125.407227
	Iteration 38Q: 3 clusters Score -3315442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3315440.750000 Penalty: 5125.407227
	Iteration 39Q: 3 clusters Score -3315441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3315444.500000 Penalty: 5125.407227
	Iteration 40F: 3 clusters Score -3315444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3315444.000000 Penalty: 5125.407227
	Iteration 41Q: 3 clusters Score -3315444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3315446.500000 Penalty: 5125.407227
	Iteration 42Q: 3 clusters Score -3315446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3315446.500000 Penalty: 5125.407227
	Iteration 43F: 3 clusters Score -3315446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Entering Unmasked Estep 
Score: -1068343.000000 Penalty: 2299.712158
	Iteration 0F: 2 clusters Score -1068343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1060302.875000 Penalty: 4599.424316
	Iteration 0F: 3 clusters Score -1060303 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1062922.750000 Penalty: 4599.424316
	Iteration 1F: 3 clusters Score -1062923 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1063867.625000 Penalty: 4599.424316
	Iteration 2F: 3 clusters Score -1063868 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1064908.375000 Penalty: 4599.424316
	Iteration 3F: 3 clusters Score -1064908 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1065856.000000 Penalty: 4599.424316
	Iteration 4F: 3 clusters Score -1065856 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1066531.500000 Penalty: 4599.424316
	Iteration 5F: 3 clusters Score -1066532 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1066918.625000 Penalty: 4599.424316
	Iteration 6F: 3 clusters Score -1066919 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1067118.125000 Penalty: 4599.424316
	Iteration 7Q: 3 clusters Score -1067118 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1067232.000000 Penalty: 4599.424316
	Iteration 8Q: 3 clusters Score -1067232 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1067292.875000 Penalty: 4599.424316
	Iteration 9Q: 3 clusters Score -1067293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1067345.000000 Penalty: 4599.424316
	Iteration 10Q: 3 clusters Score -1067345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1067373.500000 Penalty: 4599.424316
	Iteration 11Q: 3 clusters Score -1067374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1067396.750000 Penalty: 4599.424316
	Iteration 12Q: 3 clusters Score -1067397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1067406.125000 Penalty: 4599.424316
	Iteration 13Q: 3 clusters Score -1067406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1067418.375000 Penalty: 4599.424316
	Iteration 14Q: 3 clusters Score -1067418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1067431.625000 Penalty: 4599.424316
	Iteration 15Q: 3 clusters Score -1067432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1067449.875000 Penalty: 4599.424316
	Iteration 16Q: 3 clusters Score -1067450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1067463.375000 Penalty: 4599.424316
	Iteration 17Q: 3 clusters Score -1067463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1067475.875000 Penalty: 4599.424316
	Iteration 18Q: 3 clusters Score -1067476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1067485.125000 Penalty: 4599.424316
	Iteration 19Q: 3 clusters Score -1067485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1067493.125000 Penalty: 4599.424316
	Iteration 20F: 3 clusters Score -1067493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1067498.750000 Penalty: 4599.424316
	Iteration 21Q: 3 clusters Score -1067499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1067504.500000 Penalty: 4599.424316
	Iteration 22Q: 3 clusters Score -1067504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1067513.125000 Penalty: 4599.424316
	Iteration 23Q: 3 clusters Score -1067513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1067519.500000 Penalty: 4599.424316
	Iteration 24Q: 3 clusters Score -1067520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1067526.125000 Penalty: 4599.424316
	Iteration 25Q: 3 clusters Score -1067526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1067534.000000 Penalty: 4599.424316
	Iteration 26Q: 3 clusters Score -1067534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1067535.750000 Penalty: 4599.424316
	Iteration 27Q: 3 clusters Score -1067536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1067534.875000 Penalty: 4599.424316
	Iteration 28Q: 3 clusters Score -1067535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1067536.250000 Penalty: 4599.424316
	Iteration 29Q: 3 clusters Score -1067536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1067540.375000 Penalty: 4599.424316
	Iteration 30Q: 3 clusters Score -1067540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1067545.000000 Penalty: 4599.424316
	Iteration 31Q: 3 clusters Score -1067545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1067547.250000 Penalty: 4599.424316
	Iteration 32Q: 3 clusters Score -1067547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1067555.125000 Penalty: 4599.424316
	Iteration 33Q: 3 clusters Score -1067555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1067570.250000 Penalty: 4599.424316
	Iteration 34Q: 3 clusters Score -1067570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1067578.500000 Penalty: 4599.424316
	Iteration 35Q: 3 clusters Score -1067578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1067581.125000 Penalty: 4599.424316
	Iteration 36Q: 3 clusters Score -1067581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1067590.375000 Penalty: 4599.424316
	Iteration 37Q: 3 clusters Score -1067590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1067598.125000 Penalty: 4599.424316
	Iteration 38Q: 3 clusters Score -1067598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1067598.500000 Penalty: 4599.424316
	Iteration 39Q: 3 clusters Score -1067598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1067598.875000 Penalty: 4599.424316
	Iteration 40F: 3 clusters Score -1067599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1067600.875000 Penalty: 4599.424316
	Iteration 41Q: 3 clusters Score -1067601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1067600.875000 Penalty: 4599.424316
	Iteration 42F: 3 clusters Score -1067601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178946 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327352 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9778 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278171 members 
Mstep: Class 14 contains 58766 members 
Mstep: Class 15 contains 44935 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104933 members 
Mstep: Class 20 contains 339377 members 
Mstep: Class 21 contains 87865 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389360.000000 Penalty: 77678.523438
Iteration 159Q: 23 clusters Score -1.583894e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178949 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327344 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9777 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278181 members 
Mstep: Class 14 contains 58768 members 
Mstep: Class 15 contains 44932 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104928 members 
Mstep: Class 20 contains 339375 members 
Mstep: Class 21 contains 87868 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389280.000000 Penalty: 77678.523438
Iteration 160F: 23 clusters Score -1.583893e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178945 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327324 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278189 members 
Mstep: Class 14 contains 58770 members 
Mstep: Class 15 contains 44930 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104930 members 
Mstep: Class 20 contains 339385 members 
Mstep: Class 21 contains 87872 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 10645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389312.000000 Penalty: 77678.523438
Iteration 161Q: 23 clusters Score -1.583893e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178932 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327312 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278198 members 
Mstep: Class 14 contains 58769 members 
Mstep: Class 15 contains 44935 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104942 members 
Mstep: Class 20 contains 339392 members 
Mstep: Class 21 contains 87871 members 
Mstep: Class 23 contains 30744 members 
Mstep: Class 24 contains 10645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389296.000000 Penalty: 77678.523438
Iteration 162Q: 23 clusters Score -1.583893e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178919 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327299 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278208 members 
Mstep: Class 14 contains 58772 members 
Mstep: Class 15 contains 44937 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104946 members 
Mstep: Class 20 contains 339400 members 
Mstep: Class 21 contains 87871 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389536.000000 Penalty: 77678.523438
Iteration 163Q: 23 clusters Score -1.583895e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178915 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327284 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278209 members 
Mstep: Class 14 contains 58775 members 
Mstep: Class 15 contains 44937 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104942 members 
Mstep: Class 20 contains 339418 members 
Mstep: Class 21 contains 87871 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 10643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389456.000000 Penalty: 77678.523438
Iteration 164Q: 23 clusters Score -1.583895e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178907 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327271 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9777 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278213 members 
Mstep: Class 14 contains 58776 members 
Mstep: Class 15 contains 44937 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104944 members 
Mstep: Class 20 contains 339429 members 
Mstep: Class 21 contains 87875 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389536.000000 Penalty: 77678.523438
Iteration 165Q: 23 clusters Score -1.583895e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178912 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327258 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278215 members 
Mstep: Class 14 contains 58777 members 
Mstep: Class 15 contains 44937 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104945 members 
Mstep: Class 20 contains 339428 members 
Mstep: Class 21 contains 87879 members 
Mstep: Class 23 contains 30747 members 
Mstep: Class 24 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389536.000000 Penalty: 77678.523438
Iteration 166Q: 23 clusters Score -1.583895e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178909 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327255 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278221 members 
Mstep: Class 14 contains 58779 members 
Mstep: Class 15 contains 44939 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104947 members 
Mstep: Class 20 contains 339425 members 
Mstep: Class 21 contains 87879 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389472.000000 Penalty: 77678.523438
Iteration 167Q: 23 clusters Score -1.583895e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178913 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327249 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278214 members 
Mstep: Class 14 contains 58781 members 
Mstep: Class 15 contains 44939 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104951 members 
Mstep: Class 20 contains 339426 members 
Mstep: Class 21 contains 87881 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389440.000000 Penalty: 77678.523438
Iteration 168Q: 23 clusters Score -1.583894e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178917 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327252 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9775 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278207 members 
Mstep: Class 14 contains 58780 members 
Mstep: Class 15 contains 44941 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104950 members 
Mstep: Class 20 contains 339426 members 
Mstep: Class 21 contains 87881 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389504.000000 Penalty: 77678.523438
Iteration 169Q: 23 clusters Score -1.583895e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178912 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327254 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278208 members 
Mstep: Class 14 contains 58779 members 
Mstep: Class 15 contains 44942 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104949 members 
Mstep: Class 20 contains 339431 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389488.000000 Penalty: 77678.523438
Iteration 170Q: 23 clusters Score -1.583895e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178908 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327252 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278207 members 
Mstep: Class 14 contains 58780 members 
Mstep: Class 15 contains 44947 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104947 members 
Mstep: Class 20 contains 339436 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30743 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389536.000000 Penalty: 77678.523438
Iteration 171Q: 23 clusters Score -1.583895e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178906 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327252 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278208 members 
Mstep: Class 14 contains 58780 members 
Mstep: Class 15 contains 44949 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104947 members 
Mstep: Class 20 contains 339435 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30742 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389552.000000 Penalty: 77678.523438
Iteration 172Q: 23 clusters Score -1.583896e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327244 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278214 members 
Mstep: Class 14 contains 58781 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104950 members 
Mstep: Class 20 contains 339436 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30741 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 173Q: 23 clusters Score -1.583896e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327236 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278219 members 
Mstep: Class 14 contains 58783 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104952 members 
Mstep: Class 20 contains 339436 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 174Q: 23 clusters Score -1.583896e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178903 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327226 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278218 members 
Mstep: Class 14 contains 58783 members 
Mstep: Class 15 contains 44952 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104959 members 
Mstep: Class 20 contains 339439 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389520.000000 Penalty: 77678.523438
Iteration 175Q: 23 clusters Score -1.583895e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327220 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278220 members 
Mstep: Class 14 contains 58786 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104961 members 
Mstep: Class 20 contains 339441 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389616.000000 Penalty: 77678.523438
Iteration 176Q: 23 clusters Score -1.583896e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327219 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278219 members 
Mstep: Class 14 contains 58789 members 
Mstep: Class 15 contains 44952 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104966 members 
Mstep: Class 20 contains 339436 members 
Mstep: Class 21 contains 87883 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389584.000000 Penalty: 77678.523438
Iteration 177Q: 23 clusters Score -1.583896e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327220 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9771 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278217 members 
Mstep: Class 14 contains 58791 members 
Mstep: Class 15 contains 44952 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104968 members 
Mstep: Class 20 contains 339434 members 
Mstep: Class 21 contains 87884 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389600.000000 Penalty: 77678.523438
Iteration 178Q: 23 clusters Score -1.583896e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327222 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278213 members 
Mstep: Class 14 contains 58791 members 
Mstep: Class 15 contains 44952 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104969 members 
Mstep: Class 20 contains 339437 members 
Mstep: Class 21 contains 87885 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389584.000000 Penalty: 77678.523438
Iteration 179Q: 23 clusters Score -1.583896e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178893 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327220 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278213 members 
Mstep: Class 14 contains 58791 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104970 members 
Mstep: Class 20 contains 339444 members 
Mstep: Class 21 contains 87884 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389568.000000 Penalty: 77678.523438
Iteration 180F: 23 clusters Score -1.583896e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178892 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327215 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278215 members 
Mstep: Class 14 contains 58791 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104971 members 
Mstep: Class 20 contains 339447 members 
Mstep: Class 21 contains 87885 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389600.000000 Penalty: 77678.523438
Iteration 181Q: 23 clusters Score -1.583896e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178889 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327213 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278219 members 
Mstep: Class 14 contains 58792 members 
Mstep: Class 15 contains 44952 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104972 members 
Mstep: Class 20 contains 339448 members 
Mstep: Class 21 contains 87884 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389520.000000 Penalty: 77678.523438
Iteration 182Q: 23 clusters Score -1.583895e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178892 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327203 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278217 members 
Mstep: Class 14 contains 58793 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104971 members 
Mstep: Class 20 contains 339453 members 
Mstep: Class 21 contains 87886 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389552.000000 Penalty: 77678.523438
Iteration 183Q: 23 clusters Score -1.583896e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178894 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327198 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278214 members 
Mstep: Class 14 contains 58795 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104973 members 
Mstep: Class 20 contains 339458 members 
Mstep: Class 21 contains 87885 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389552.000000 Penalty: 77678.523438
Iteration 184Q: 23 clusters Score -1.583896e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178894 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327199 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278208 members 
Mstep: Class 14 contains 58796 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104973 members 
Mstep: Class 20 contains 339460 members 
Mstep: Class 21 contains 87886 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389504.000000 Penalty: 77678.523438
Iteration 185Q: 23 clusters Score -1.583895e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327196 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278204 members 
Mstep: Class 14 contains 58796 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104975 members 
Mstep: Class 20 contains 339461 members 
Mstep: Class 21 contains 87887 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389488.000000 Penalty: 77678.523438
Iteration 186Q: 23 clusters Score -1.583895e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327192 members 
Mstep: Class 6 contains 8310 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278203 members 
Mstep: Class 14 contains 58797 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104973 members 
Mstep: Class 20 contains 339461 members 
Mstep: Class 21 contains 87887 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389552.000000 Penalty: 77678.523438
Iteration 187Q: 23 clusters Score -1.583896e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327192 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278202 members 
Mstep: Class 14 contains 58798 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104974 members 
Mstep: Class 20 contains 339460 members 
Mstep: Class 21 contains 87888 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389584.000000 Penalty: 77678.523438
Iteration 188Q: 23 clusters Score -1.583896e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178904 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327185 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278200 members 
Mstep: Class 14 contains 58801 members 
Mstep: Class 15 contains 44950 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104972 members 
Mstep: Class 20 contains 339467 members 
Mstep: Class 21 contains 87888 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389568.000000 Penalty: 77678.523438
Iteration 189Q: 23 clusters Score -1.583896e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178905 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327172 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278200 members 
Mstep: Class 14 contains 58803 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104976 members 
Mstep: Class 20 contains 339470 members 
Mstep: Class 21 contains 87889 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389520.000000 Penalty: 77678.523438
Iteration 190Q: 23 clusters Score -1.583895e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178903 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327168 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278199 members 
Mstep: Class 14 contains 58803 members 
Mstep: Class 15 contains 44952 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104978 members 
Mstep: Class 20 contains 339477 members 
Mstep: Class 21 contains 87886 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389440.000000 Penalty: 77678.523438
Iteration 191Q: 23 clusters Score -1.583894e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327164 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278202 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104979 members 
Mstep: Class 20 contains 339477 members 
Mstep: Class 21 contains 87887 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389440.000000 Penalty: 77678.523438
Iteration 192Q: 23 clusters Score -1.583894e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327158 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278200 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44954 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104983 members 
Mstep: Class 20 contains 339480 members 
Mstep: Class 21 contains 87887 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389408.000000 Penalty: 77678.523438
Iteration 193Q: 23 clusters Score -1.583894e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327150 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278205 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 20 contains 339481 members 
Mstep: Class 21 contains 87887 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389408.000000 Penalty: 77678.523438
Iteration 194Q: 23 clusters Score -1.583894e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327145 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278206 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 20 contains 339481 members 
Mstep: Class 21 contains 87888 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389440.000000 Penalty: 77678.523438
Iteration 195Q: 23 clusters Score -1.583894e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327141 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278208 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 20 contains 339482 members 
Mstep: Class 21 contains 87888 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389408.000000 Penalty: 77678.523438
Iteration 196Q: 23 clusters Score -1.583894e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327140 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278207 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 20 contains 339485 members 
Mstep: Class 21 contains 87888 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389376.000000 Penalty: 77678.523438
Iteration 197Q: 23 clusters Score -1.583894e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178903 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327137 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278208 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 20 contains 339488 members 
Mstep: Class 21 contains 87888 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158389328.000000 Penalty: 77678.523438
Iteration 198Q: 23 clusters Score -1.583893e+08 nChanged 8
Entering ConstructFrom: 
Score: -158389328.000000 Penalty: 77678.523438
Entering ConstructFrom: 
Trying to split cluster 1 (29193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Entering Unmasked Estep 
Score: -2833519.000000 Penalty: 2549.857666
	Iteration 0F: 2 clusters Score -2833519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2813446.500000 Penalty: 5099.715332
	Iteration 0F: 3 clusters Score -2813446 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2820725.250000 Penalty: 5099.715332
	Iteration 1F: 3 clusters Score -2820725 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2821298.000000 Penalty: 5099.715332
	Iteration 2F: 3 clusters Score -2821298 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2821884.750000 Penalty: 5099.715332
	Iteration 3Q: 3 clusters Score -2821885 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2822462.500000 Penalty: 5099.715332
	Iteration 4Q: 3 clusters Score -2822462 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2823109.250000 Penalty: 5099.715332
	Iteration 5Q: 3 clusters Score -2823109 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2823820.500000 Penalty: 5099.715332
	Iteration 6Q: 3 clusters Score -2823820 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2824556.500000 Penalty: 5099.715332
	Iteration 7Q: 3 clusters Score -2824556 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2825348.750000 Penalty: 5099.715332
	Iteration 8F: 3 clusters Score -2825349 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2826162.750000 Penalty: 5099.715332
	Iteration 9Q: 3 clusters Score -2826163 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2827011.250000 Penalty: 5099.715332
	Iteration 10Q: 3 clusters Score -2827011 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2827955.500000 Penalty: 5099.715332
	Iteration 11Q: 3 clusters Score -2827956 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2828851.000000 Penalty: 5099.715332
	Iteration 12Q: 3 clusters Score -2828851 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2829736.750000 Penalty: 5099.715332
	Iteration 13Q: 3 clusters Score -2829737 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2830446.750000 Penalty: 5099.715332
	Iteration 14Q: 3 clusters Score -2830447 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2830980.000000 Penalty: 5099.715332
	Iteration 15Q: 3 clusters Score -2830980 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2831328.000000 Penalty: 5099.715332
	Iteration 16Q: 3 clusters Score -2831328 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2831541.500000 Penalty: 5099.715332
	Iteration 17Q: 3 clusters Score -2831542 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2831667.500000 Penalty: 5099.715332
	Iteration 18Q: 3 clusters Score -2831668 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2831760.500000 Penalty: 5099.715332
	Iteration 19Q: 3 clusters Score -2831760 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2831855.750000 Penalty: 5099.715332
	Iteration 20F: 3 clusters Score -2831856 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2831906.500000 Penalty: 5099.715332
	Iteration 21Q: 3 clusters Score -2831906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2831943.500000 Penalty: 5099.715332
	Iteration 22Q: 3 clusters Score -2831944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2831974.750000 Penalty: 5099.715332
	Iteration 23Q: 3 clusters Score -2831975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2831989.750000 Penalty: 5099.715332
	Iteration 24Q: 3 clusters Score -2831990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2832013.000000 Penalty: 5099.715332
	Iteration 25Q: 3 clusters Score -2832013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2832025.750000 Penalty: 5099.715332
	Iteration 26Q: 3 clusters Score -2832026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2832035.500000 Penalty: 5099.715332
	Iteration 27Q: 3 clusters Score -2832036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2832047.250000 Penalty: 5099.715332
	Iteration 28Q: 3 clusters Score -2832047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2832050.250000 Penalty: 5099.715332
	Iteration 29Q: 3 clusters Score -2832050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2832056.250000 Penalty: 5099.715332
	Iteration 30Q: 3 clusters Score -2832056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2832059.250000 Penalty: 5099.715332
	Iteration 31Q: 3 clusters Score -2832059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2832063.750000 Penalty: 5099.715332
	Iteration 32Q: 3 clusters Score -2832064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2832066.000000 Penalty: 5099.715332
	Iteration 33Q: 3 clusters Score -2832066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2832069.000000 Penalty: 5099.715332
	Iteration 34Q: 3 clusters Score -2832069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2832078.250000 Penalty: 5099.715332
	Iteration 35Q: 3 clusters Score -2832078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2832090.250000 Penalty: 5099.715332
	Iteration 36Q: 3 clusters Score -2832090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2832091.750000 Penalty: 5099.715332
	Iteration 37Q: 3 clusters Score -2832092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2832100.000000 Penalty: 5099.715332
	Iteration 38Q: 3 clusters Score -2832100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2832112.500000 Penalty: 5099.715332
	Iteration 39Q: 3 clusters Score -2832112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2832116.750000 Penalty: 5099.715332
	Iteration 40F: 3 clusters Score -2832117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2832134.000000 Penalty: 5099.715332
	Iteration 41Q: 3 clusters Score -2832134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2832142.000000 Penalty: 5099.715332
	Iteration 42Q: 3 clusters Score -2832142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2832152.000000 Penalty: 5099.715332
	Iteration 43Q: 3 clusters Score -2832152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2832164.750000 Penalty: 5099.715332
	Iteration 44Q: 3 clusters Score -2832165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2832183.750000 Penalty: 5099.715332
	Iteration 45Q: 3 clusters Score -2832184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2832198.750000 Penalty: 5099.715332
	Iteration 46Q: 3 clusters Score -2832199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2832212.000000 Penalty: 5099.715332
	Iteration 47Q: 3 clusters Score -2832212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2832235.250000 Penalty: 5099.715332
	Iteration 48Q: 3 clusters Score -2832235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2832252.000000 Penalty: 5099.715332
	Iteration 49Q: 3 clusters Score -2832252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2832261.000000 Penalty: 5099.715332
	Iteration 50Q: 3 clusters Score -2832261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2832275.000000 Penalty: 5099.715332
	Iteration 51Q: 3 clusters Score -2832275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2832289.500000 Penalty: 5099.715332
	Iteration 52Q: 3 clusters Score -2832290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2832299.750000 Penalty: 5099.715332
	Iteration 53Q: 3 clusters Score -2832300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2832306.500000 Penalty: 5099.715332
	Iteration 54Q: 3 clusters Score -2832306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2832306.000000 Penalty: 5099.715332
	Iteration 55Q: 3 clusters Score -2832306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2832315.250000 Penalty: 5099.715332
	Iteration 56Q: 3 clusters Score -2832315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2832317.000000 Penalty: 5099.715332
	Iteration 57Q: 3 clusters Score -2832317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2832325.750000 Penalty: 5099.715332
	Iteration 58Q: 3 clusters Score -2832326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2832324.500000 Penalty: 5099.715332
	Iteration 59Q: 3 clusters Score -2832324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2832329.000000 Penalty: 5099.715332
	Iteration 60F: 3 clusters Score -2832329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2832334.000000 Penalty: 5099.715332
	Iteration 61Q: 3 clusters Score -2832334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2832331.500000 Penalty: 5099.715332
	Iteration 62Q: 3 clusters Score -2832332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2832332.750000 Penalty: 5099.715332
	Iteration 63Q: 3 clusters Score -2832333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2832337.250000 Penalty: 5099.715332
	Iteration 64Q: 3 clusters Score -2832337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2832334.750000 Penalty: 5099.715332
	Iteration 65Q: 3 clusters Score -2832335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2832334.500000 Penalty: 5099.715332
	Iteration 66Q: 3 clusters Score -2832334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2832336.250000 Penalty: 5099.715332
	Iteration 67Q: 3 clusters Score -2832336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2832336.250000 Penalty: 5099.715332
	Iteration 68F: 3 clusters Score -2832336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -283115.750000 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -283115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -279715.500000 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -279715.5 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -280415.656250 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -280415.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280642.437500 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -280642.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -280792.125000 Penalty: 4006.260010
	Iteration 3F: 3 clusters Score -280792.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -280892.343750 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -280892.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -280952.843750 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -280952.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -281002.562500 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -281002.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -281032.437500 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -281032.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -281055.718750 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -281055.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -281071.718750 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -281071.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -281086.250000 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -281086.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -281098.468750 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -281098.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -281109.312500 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -281109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -281117.937500 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -281117.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -281127.500000 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -281127.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -281140.062500 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -281140.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -281149.812500 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -281149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -281157.625000 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -281157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -281164.500000 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -281164.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -281173.031250 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -281173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -281184.312500 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -281184.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -281191.062500 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -281191.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -281195.718750 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -281195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -281198.750000 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -281198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -281199.218750 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -281199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -281198.937500 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -281198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -281199.406250 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -281199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -281200.687500 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -281200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -281203.468750 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -281203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -281205.781250 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -281205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -281205.781250 Penalty: 4006.260010
	Iteration 30F: 3 clusters Score -281205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (178904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Entering Unmasked Estep 
Score: -19142662.000000 Penalty: 2999.461914
	Iteration 0F: 2 clusters Score -1.914266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -19023192.000000 Penalty: 5998.923828
	Iteration 0F: 3 clusters Score -1.902319e+07 nChanged 85879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -19073464.000000 Penalty: 5998.923828
	Iteration 1F: 3 clusters Score -1.907346e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -19075468.000000 Penalty: 5998.923828
	Iteration 2Q: 3 clusters Score -1.907547e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -19078842.000000 Penalty: 5998.923828
	Iteration 3Q: 3 clusters Score -1.907884e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -19084626.000000 Penalty: 5998.923828
	Iteration 4F: 3 clusters Score -1.908463e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -19094038.000000 Penalty: 5998.923828
	Iteration 5F: 3 clusters Score -1.909404e+07 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -19106628.000000 Penalty: 5998.923828
	Iteration 6F: 3 clusters Score -1.910663e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -19118950.000000 Penalty: 5998.923828
	Iteration 7F: 3 clusters Score -1.911895e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -19127562.000000 Penalty: 5998.923828
	Iteration 8F: 3 clusters Score -1.912756e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -19132146.000000 Penalty: 5998.923828
	Iteration 9Q: 3 clusters Score -1.913215e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -19134344.000000 Penalty: 5998.923828
	Iteration 10Q: 3 clusters Score -1.913434e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162349 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -19135838.000000 Penalty: 5998.923828
	Iteration 11Q: 3 clusters Score -1.913584e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -19136950.000000 Penalty: 5998.923828
	Iteration 12Q: 3 clusters Score -1.913695e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -19137770.000000 Penalty: 5998.923828
	Iteration 13Q: 3 clusters Score -1.913777e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -19138326.000000 Penalty: 5998.923828
	Iteration 14Q: 3 clusters Score -1.913833e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -19138776.000000 Penalty: 5998.923828
	Iteration 15Q: 3 clusters Score -1.913878e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -19139048.000000 Penalty: 5998.923828
	Iteration 16Q: 3 clusters Score -1.913905e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170563 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -19139320.000000 Penalty: 5998.923828
	Iteration 17Q: 3 clusters Score -1.913932e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -19139548.000000 Penalty: 5998.923828
	Iteration 18Q: 3 clusters Score -1.913955e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171952 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -19139776.000000 Penalty: 5998.923828
	Iteration 19Q: 3 clusters Score -1.913978e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -19139906.000000 Penalty: 5998.923828
	Iteration 20F: 3 clusters Score -1.913991e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -19140080.000000 Penalty: 5998.923828
	Iteration 21Q: 3 clusters Score -1.914008e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -19140096.000000 Penalty: 5998.923828
	Iteration 22Q: 3 clusters Score -1.91401e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -19140118.000000 Penalty: 5998.923828
	Iteration 23Q: 3 clusters Score -1.914012e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173943 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -19140196.000000 Penalty: 5998.923828
	Iteration 24Q: 3 clusters Score -1.91402e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174180 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -19140270.000000 Penalty: 5998.923828
	Iteration 25Q: 3 clusters Score -1.914027e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174398 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -19140312.000000 Penalty: 5998.923828
	Iteration 26Q: 3 clusters Score -1.914031e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174591 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -19140382.000000 Penalty: 5998.923828
	Iteration 27Q: 3 clusters Score -1.914038e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174755 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -19140428.000000 Penalty: 5998.923828
	Iteration 28Q: 3 clusters Score -1.914043e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -19140518.000000 Penalty: 5998.923828
	Iteration 29Q: 3 clusters Score -1.914052e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175017 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -19140550.000000 Penalty: 5998.923828
	Iteration 30Q: 3 clusters Score -1.914055e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175138 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -19140594.000000 Penalty: 5998.923828
	Iteration 31Q: 3 clusters Score -1.914059e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175235 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -19140614.000000 Penalty: 5998.923828
	Iteration 32Q: 3 clusters Score -1.914061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -19140596.000000 Penalty: 5998.923828
	Iteration 33Q: 3 clusters Score -1.91406e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -19140624.000000 Penalty: 5998.923828
	Iteration 34Q: 3 clusters Score -1.914062e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -19140628.000000 Penalty: 5998.923828
	Iteration 35Q: 3 clusters Score -1.914063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175518 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -19140632.000000 Penalty: 5998.923828
	Iteration 36Q: 3 clusters Score -1.914063e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -19140674.000000 Penalty: 5998.923828
	Iteration 37Q: 3 clusters Score -1.914067e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175624 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -19140670.000000 Penalty: 5998.923828
	Iteration 38Q: 3 clusters Score -1.914067e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -19140696.000000 Penalty: 5998.923828
	Iteration 39Q: 3 clusters Score -1.91407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -19140700.000000 Penalty: 5998.923828
	Iteration 40F: 3 clusters Score -1.91407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175763 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -19140742.000000 Penalty: 5998.923828
	Iteration 41Q: 3 clusters Score -1.914074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -19140760.000000 Penalty: 5998.923828
	Iteration 42Q: 3 clusters Score -1.914076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -19140760.000000 Penalty: 5998.923828
	Iteration 43Q: 3 clusters Score -1.914076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175838 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -19140742.000000 Penalty: 5998.923828
	Iteration 44Q: 3 clusters Score -1.914074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -19140738.000000 Penalty: 5998.923828
	Iteration 45Q: 3 clusters Score -1.914074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -19140738.000000 Penalty: 5998.923828
	Iteration 46Q: 3 clusters Score -1.914074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175893 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -19140750.000000 Penalty: 5998.923828
	Iteration 47Q: 3 clusters Score -1.914075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -19140754.000000 Penalty: 5998.923828
	Iteration 48Q: 3 clusters Score -1.914075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -19140758.000000 Penalty: 5998.923828
	Iteration 49Q: 3 clusters Score -1.914076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -19140756.000000 Penalty: 5998.923828
	Iteration 50Q: 3 clusters Score -1.914076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175934 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -19140752.000000 Penalty: 5998.923828
	Iteration 51Q: 3 clusters Score -1.914075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -19140754.000000 Penalty: 5998.923828
	Iteration 52Q: 3 clusters Score -1.914075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -19140762.000000 Penalty: 5998.923828
	Iteration 53Q: 3 clusters Score -1.914076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -19140774.000000 Penalty: 5998.923828
	Iteration 54Q: 3 clusters Score -1.914077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -19140784.000000 Penalty: 5998.923828
	Iteration 55Q: 3 clusters Score -1.914078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -19140804.000000 Penalty: 5998.923828
	Iteration 56Q: 3 clusters Score -1.91408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -19140810.000000 Penalty: 5998.923828
	Iteration 57Q: 3 clusters Score -1.914081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -19140818.000000 Penalty: 5998.923828
	Iteration 58Q: 3 clusters Score -1.914082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -19140800.000000 Penalty: 5998.923828
	Iteration 59Q: 3 clusters Score -1.91408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176048 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19140806.000000 Penalty: 5998.923828
	Iteration 60F: 3 clusters Score -1.914081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -19140800.000000 Penalty: 5998.923828
	Iteration 61Q: 3 clusters Score -1.91408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -19140810.000000 Penalty: 5998.923828
	Iteration 62Q: 3 clusters Score -1.914081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176091 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -19140780.000000 Penalty: 5998.923828
	Iteration 63Q: 3 clusters Score -1.914078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -19140782.000000 Penalty: 5998.923828
	Iteration 64Q: 3 clusters Score -1.914078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176104 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5998.923828
	Iteration 65Q: 3 clusters Score -1.914079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176111 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -19140784.000000 Penalty: 5998.923828
	Iteration 66Q: 3 clusters Score -1.914078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176119 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5998.923828
	Iteration 67Q: 3 clusters Score -1.914079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -19140778.000000 Penalty: 5998.923828
	Iteration 68Q: 3 clusters Score -1.914078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176142 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5998.923828
	Iteration 69Q: 3 clusters Score -1.914079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -19140802.000000 Penalty: 5998.923828
	Iteration 70Q: 3 clusters Score -1.91408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19140784.000000 Penalty: 5998.923828
	Iteration 71Q: 3 clusters Score -1.914078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19140804.000000 Penalty: 5998.923828
	Iteration 72Q: 3 clusters Score -1.91408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -19140802.000000 Penalty: 5998.923828
	Iteration 73Q: 3 clusters Score -1.91408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5998.923828
	Iteration 74Q: 3 clusters Score -1.914079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -19140800.000000 Penalty: 5998.923828
	Iteration 75Q: 3 clusters Score -1.91408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176183 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -19140812.000000 Penalty: 5998.923828
	Iteration 76Q: 3 clusters Score -1.914081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176185 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -19140808.000000 Penalty: 5998.923828
	Iteration 77Q: 3 clusters Score -1.914081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -19140802.000000 Penalty: 5998.923828
	Iteration 78Q: 3 clusters Score -1.91408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176188 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5998.923828
	Iteration 79Q: 3 clusters Score -1.914079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176190 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -19140786.000000 Penalty: 5998.923828
	Iteration 80F: 3 clusters Score -1.914079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -19140780.000000 Penalty: 5998.923828
	Iteration 81Q: 3 clusters Score -1.914078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176195 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -19140792.000000 Penalty: 5998.923828
	Iteration 82Q: 3 clusters Score -1.914079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -19140812.000000 Penalty: 5998.923828
	Iteration 83Q: 3 clusters Score -1.914081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19140810.000000 Penalty: 5998.923828
	Iteration 84Q: 3 clusters Score -1.914081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176204 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19140808.000000 Penalty: 5998.923828
	Iteration 85Q: 3 clusters Score -1.914081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176207 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -19140816.000000 Penalty: 5998.923828
	Iteration 86Q: 3 clusters Score -1.914082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -19140816.000000 Penalty: 5998.923828
	Iteration 87Q: 3 clusters Score -1.914082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176212 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -19140812.000000 Penalty: 5998.923828
	Iteration 88Q: 3 clusters Score -1.914081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -19140826.000000 Penalty: 5998.923828
	Iteration 89Q: 3 clusters Score -1.914083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -19140830.000000 Penalty: 5998.923828
	Iteration 90Q: 3 clusters Score -1.914083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -19140846.000000 Penalty: 5998.923828
	Iteration 91Q: 3 clusters Score -1.914085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -19140848.000000 Penalty: 5998.923828
	Iteration 92Q: 3 clusters Score -1.914085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176232 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19140852.000000 Penalty: 5998.923828
	Iteration 93Q: 3 clusters Score -1.914085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176234 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19140836.000000 Penalty: 5998.923828
	Iteration 94Q: 3 clusters Score -1.914084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176233 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19140834.000000 Penalty: 5998.923828
	Iteration 95Q: 3 clusters Score -1.914083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176231 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -19140832.000000 Penalty: 5998.923828
	Iteration 96Q: 3 clusters Score -1.914083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19140830.000000 Penalty: 5998.923828
	Iteration 97Q: 3 clusters Score -1.914083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19140820.000000 Penalty: 5998.923828
	Iteration 98Q: 3 clusters Score -1.914082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176235 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19140822.000000 Penalty: 5998.923828
	Iteration 99Q: 3 clusters Score -1.914082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176240 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19140826.000000 Penalty: 5998.923828
	Iteration 100F: 3 clusters Score -1.914083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176244 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19140830.000000 Penalty: 5998.923828
	Iteration 101Q: 3 clusters Score -1.914083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -19140826.000000 Penalty: 5998.923828
	Iteration 102Q: 3 clusters Score -1.914083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176248 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19140836.000000 Penalty: 5998.923828
	Iteration 103Q: 3 clusters Score -1.914084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176250 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19140834.000000 Penalty: 5998.923828
	Iteration 104Q: 3 clusters Score -1.914083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176252 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -19140820.000000 Penalty: 5998.923828
	Iteration 105Q: 3 clusters Score -1.914082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -19140822.000000 Penalty: 5998.923828
	Iteration 106Q: 3 clusters Score -1.914082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176255 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -19140832.000000 Penalty: 5998.923828
	Iteration 107Q: 3 clusters Score -1.914083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19140820.000000 Penalty: 5998.923828
	Iteration 108Q: 3 clusters Score -1.914082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -19140818.000000 Penalty: 5998.923828
	Iteration 109Q: 3 clusters Score -1.914082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19140832.000000 Penalty: 5998.923828
	Iteration 110Q: 3 clusters Score -1.914083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19140834.000000 Penalty: 5998.923828
	Iteration 111Q: 3 clusters Score -1.914083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176261 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19140830.000000 Penalty: 5998.923828
	Iteration 112Q: 3 clusters Score -1.914083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19140826.000000 Penalty: 5998.923828
	Iteration 113Q: 3 clusters Score -1.914083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19140826.000000 Penalty: 5998.923828
	Iteration 114F: 3 clusters Score -1.914083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -122780.132812 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -122780.1 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 608 members 
Entering Unmasked Estep 
Score: -120681.609375 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -120681.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121014.390625 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -121014.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121112.492188 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -121112.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121157.585938 Penalty: 3537.718994
	Iteration 3Q: 3 clusters Score -121157.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121185.273438 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -121185.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121217.859375 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -121217.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121255.492188 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -121255.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121290.398438 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -121290.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121328.968750 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -121329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -121357.929688 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -121357.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121384.992188 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -121385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121412.765625 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -121412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121441.796875 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -121441.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121462.914062 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -121462.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121481.187500 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -121481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121497.281250 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -121497.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121512.789062 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -121512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121528.125000 Penalty: 3537.718994
	Iteration 17Q: 3 clusters Score -121528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121539.304688 Penalty: 3537.718994
	Iteration 18Q: 3 clusters Score -121539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121546.171875 Penalty: 3537.718994
	Iteration 19Q: 3 clusters Score -121546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121549.875000 Penalty: 3537.718994
	Iteration 20F: 3 clusters Score -121549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121555.078125 Penalty: 3537.718994
	Iteration 21Q: 3 clusters Score -121555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121558.085938 Penalty: 3537.718994
	Iteration 22Q: 3 clusters Score -121558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121559.984375 Penalty: 3537.718994
	Iteration 23Q: 3 clusters Score -121560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121561.820312 Penalty: 3537.718994
	Iteration 24Q: 3 clusters Score -121561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121563.320312 Penalty: 3537.718994
	Iteration 25Q: 3 clusters Score -121563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -121563.625000 Penalty: 3537.718994
	Iteration 26Q: 3 clusters Score -121563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -121563.625000 Penalty: 3537.718994
	Iteration 27F: 3 clusters Score -121563.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327132 members 
Entering Unmasked Estep 
Score: -34695348.000000 Penalty: 3149.133545
	Iteration 0F: 2 clusters Score -3.469535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -34479472.000000 Penalty: 6298.267090
	Iteration 0F: 3 clusters Score -3.447947e+07 nChanged 158975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -34573928.000000 Penalty: 6298.267090
	Iteration 1F: 3 clusters Score -3.457393e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174872 members 
Mstep: Class 2 contains 152260 members 
Entering Unmasked Estep 
Score: -34576448.000000 Penalty: 6298.267090
	Iteration 2Q: 3 clusters Score -3.457645e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181071 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -34580060.000000 Penalty: 6298.267090
	Iteration 3Q: 3 clusters Score -3.458006e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189947 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -34586124.000000 Penalty: 6298.267090
	Iteration 4Q: 3 clusters Score -3.458612e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201958 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -34595172.000000 Penalty: 6298.267090
	Iteration 5Q: 3 clusters Score -3.459517e+07 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216876 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -34608388.000000 Penalty: 6298.267090
	Iteration 6F: 3 clusters Score -3.460839e+07 nChanged 20235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232473 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -34623900.000000 Penalty: 6298.267090
	Iteration 7F: 3 clusters Score -3.46239e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246065 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -34639680.000000 Penalty: 6298.267090
	Iteration 8F: 3 clusters Score -3.463968e+07 nChanged 16895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255820 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -34651968.000000 Penalty: 6298.267090
	Iteration 9F: 3 clusters Score -3.465197e+07 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262345 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -34659308.000000 Penalty: 6298.267090
	Iteration 10Q: 3 clusters Score -3.465931e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267079 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -34663296.000000 Penalty: 6298.267090
	Iteration 11Q: 3 clusters Score -3.46633e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271298 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -34665928.000000 Penalty: 6298.267090
	Iteration 12Q: 3 clusters Score -3.466593e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275324 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -34668036.000000 Penalty: 6298.267090
	Iteration 13Q: 3 clusters Score -3.466804e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279304 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -34669660.000000 Penalty: 6298.267090
	Iteration 14Q: 3 clusters Score -3.466966e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283154 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -34671444.000000 Penalty: 6298.267090
	Iteration 15Q: 3 clusters Score -3.467144e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287040 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -34673164.000000 Penalty: 6298.267090
	Iteration 16Q: 3 clusters Score -3.467316e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290830 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -34674860.000000 Penalty: 6298.267090
	Iteration 17Q: 3 clusters Score -3.467486e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294595 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -34676608.000000 Penalty: 6298.267090
	Iteration 18Q: 3 clusters Score -3.467661e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298280 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -34678460.000000 Penalty: 6298.267090
	Iteration 19Q: 3 clusters Score -3.467846e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301838 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -34680208.000000 Penalty: 6298.267090
	Iteration 20F: 3 clusters Score -3.468021e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305197 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -34681796.000000 Penalty: 6298.267090
	Iteration 21Q: 3 clusters Score -3.46818e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308333 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -34683200.000000 Penalty: 6298.267090
	Iteration 22Q: 3 clusters Score -3.46832e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311167 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -34684684.000000 Penalty: 6298.267090
	Iteration 23Q: 3 clusters Score -3.468468e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313754 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -34685984.000000 Penalty: 6298.267090
	Iteration 24Q: 3 clusters Score -3.468598e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316032 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -34687184.000000 Penalty: 6298.267090
	Iteration 25Q: 3 clusters Score -3.468718e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318034 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -34688268.000000 Penalty: 6298.267090
	Iteration 26Q: 3 clusters Score -3.468827e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319671 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -34689064.000000 Penalty: 6298.267090
	Iteration 27Q: 3 clusters Score -3.468906e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321042 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -34689900.000000 Penalty: 6298.267090
	Iteration 28Q: 3 clusters Score -3.46899e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322107 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -34690512.000000 Penalty: 6298.267090
	Iteration 29Q: 3 clusters Score -3.469051e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322993 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -34690920.000000 Penalty: 6298.267090
	Iteration 30Q: 3 clusters Score -3.469092e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323714 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -34691272.000000 Penalty: 6298.267090
	Iteration 31Q: 3 clusters Score -3.469127e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324241 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -34691576.000000 Penalty: 6298.267090
	Iteration 32Q: 3 clusters Score -3.469158e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324672 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -34691812.000000 Penalty: 6298.267090
	Iteration 33Q: 3 clusters Score -3.469181e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324973 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -34691916.000000 Penalty: 6298.267090
	Iteration 34Q: 3 clusters Score -3.469192e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325193 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -34692008.000000 Penalty: 6298.267090
	Iteration 35Q: 3 clusters Score -3.469201e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325379 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -34692136.000000 Penalty: 6298.267090
	Iteration 36Q: 3 clusters Score -3.469214e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325521 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -34692204.000000 Penalty: 6298.267090
	Iteration 37Q: 3 clusters Score -3.46922e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325628 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -34692252.000000 Penalty: 6298.267090
	Iteration 38Q: 3 clusters Score -3.469225e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325723 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -34692276.000000 Penalty: 6298.267090
	Iteration 39Q: 3 clusters Score -3.469228e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325807 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -34692292.000000 Penalty: 6298.267090
	Iteration 40F: 3 clusters Score -3.469229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325868 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -34692356.000000 Penalty: 6298.267090
	Iteration 41Q: 3 clusters Score -3.469236e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325925 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -34692396.000000 Penalty: 6298.267090
	Iteration 42Q: 3 clusters Score -3.46924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325964 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -34692404.000000 Penalty: 6298.267090
	Iteration 43Q: 3 clusters Score -3.46924e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326005 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -34692460.000000 Penalty: 6298.267090
	Iteration 44Q: 3 clusters Score -3.469246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326030 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -34692496.000000 Penalty: 6298.267090
	Iteration 45Q: 3 clusters Score -3.46925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326055 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -34692480.000000 Penalty: 6298.267090
	Iteration 46Q: 3 clusters Score -3.469248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326074 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -34692512.000000 Penalty: 6298.267090
	Iteration 47Q: 3 clusters Score -3.469251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326083 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -34692504.000000 Penalty: 6298.267090
	Iteration 48Q: 3 clusters Score -3.46925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326094 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -34692480.000000 Penalty: 6298.267090
	Iteration 49Q: 3 clusters Score -3.469248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326107 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -34692504.000000 Penalty: 6298.267090
	Iteration 50Q: 3 clusters Score -3.46925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326117 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -34692516.000000 Penalty: 6298.267090
	Iteration 51Q: 3 clusters Score -3.469252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326125 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -34692536.000000 Penalty: 6298.267090
	Iteration 52Q: 3 clusters Score -3.469254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326130 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -34692548.000000 Penalty: 6298.267090
	Iteration 53Q: 3 clusters Score -3.469255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326132 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -34692552.000000 Penalty: 6298.267090
	Iteration 54Q: 3 clusters Score -3.469255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326136 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -34692552.000000 Penalty: 6298.267090
	Iteration 55Q: 3 clusters Score -3.469255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326139 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -34692548.000000 Penalty: 6298.267090
	Iteration 56Q: 3 clusters Score -3.469255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326143 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -34692568.000000 Penalty: 6298.267090
	Iteration 57Q: 3 clusters Score -3.469257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326146 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -34692540.000000 Penalty: 6298.267090
	Iteration 58Q: 3 clusters Score -3.469254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326150 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -34692544.000000 Penalty: 6298.267090
	Iteration 59Q: 3 clusters Score -3.469254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326154 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -34692560.000000 Penalty: 6298.267090
	Iteration 60F: 3 clusters Score -3.469256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326159 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -34692548.000000 Penalty: 6298.267090
	Iteration 61Q: 3 clusters Score -3.469255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326162 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -34692556.000000 Penalty: 6298.267090
	Iteration 62Q: 3 clusters Score -3.469256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326163 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -34692556.000000 Penalty: 6298.267090
	Iteration 63Q: 3 clusters Score -3.469256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326163 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -34692552.000000 Penalty: 6298.267090
	Iteration 64Q: 3 clusters Score -3.469255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326162 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -34692572.000000 Penalty: 6298.267090
	Iteration 65Q: 3 clusters Score -3.469257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326162 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -34692572.000000 Penalty: 6298.267090
	Iteration 66F: 3 clusters Score -3.469257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Entering Unmasked Estep 
Score: -859301.437500 Penalty: 2238.342773
	Iteration 0F: 2 clusters Score -859301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -852688.437500 Penalty: 4476.685547
	Iteration 0F: 3 clusters Score -852688.4 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -854398.187500 Penalty: 4476.685547
	Iteration 1F: 3 clusters Score -854398.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -854637.437500 Penalty: 4476.685547
	Iteration 2F: 3 clusters Score -854637.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -854796.562500 Penalty: 4476.685547
	Iteration 3Q: 3 clusters Score -854796.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -854936.125000 Penalty: 4476.685547
	Iteration 4Q: 3 clusters Score -854936.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -855050.562500 Penalty: 4476.685547
	Iteration 5Q: 3 clusters Score -855050.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -855146.187500 Penalty: 4476.685547
	Iteration 6Q: 3 clusters Score -855146.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -855236.562500 Penalty: 4476.685547
	Iteration 7Q: 3 clusters Score -855236.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -855337.250000 Penalty: 4476.685547
	Iteration 8Q: 3 clusters Score -855337.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -855471.562500 Penalty: 4476.685547
	Iteration 9Q: 3 clusters Score -855471.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -855627.000000 Penalty: 4476.685547
	Iteration 10Q: 3 clusters Score -855627 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -855783.625000 Penalty: 4476.685547
	Iteration 11Q: 3 clusters Score -855783.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -855972.625000 Penalty: 4476.685547
	Iteration 12Q: 3 clusters Score -855972.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -856159.250000 Penalty: 4476.685547
	Iteration 13Q: 3 clusters Score -856159.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -856359.000000 Penalty: 4476.685547
	Iteration 14Q: 3 clusters Score -856359 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -856555.312500 Penalty: 4476.685547
	Iteration 15Q: 3 clusters Score -856555.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -856719.687500 Penalty: 4476.685547
	Iteration 16Q: 3 clusters Score -856719.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -856840.875000 Penalty: 4476.685547
	Iteration 17Q: 3 clusters Score -856840.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -856942.437500 Penalty: 4476.685547
	Iteration 18Q: 3 clusters Score -856942.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -857033.312500 Penalty: 4476.685547
	Iteration 19Q: 3 clusters Score -857033.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -857103.562500 Penalty: 4476.685547
	Iteration 20F: 3 clusters Score -857103.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -857142.750000 Penalty: 4476.685547
	Iteration 21Q: 3 clusters Score -857142.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -857172.125000 Penalty: 4476.685547
	Iteration 22Q: 3 clusters Score -857172.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -857188.562500 Penalty: 4476.685547
	Iteration 23Q: 3 clusters Score -857188.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -857203.750000 Penalty: 4476.685547
	Iteration 24Q: 3 clusters Score -857203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -857210.125000 Penalty: 4476.685547
	Iteration 25Q: 3 clusters Score -857210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -857216.812500 Penalty: 4476.685547
	Iteration 26Q: 3 clusters Score -857216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -857217.625000 Penalty: 4476.685547
	Iteration 27Q: 3 clusters Score -857217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -857222.375000 Penalty: 4476.685547
	Iteration 28Q: 3 clusters Score -857222.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -857229.687500 Penalty: 4476.685547
	Iteration 29Q: 3 clusters Score -857229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -857237.125000 Penalty: 4476.685547
	Iteration 30Q: 3 clusters Score -857237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -857245.187500 Penalty: 4476.685547
	Iteration 31Q: 3 clusters Score -857245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -857249.125000 Penalty: 4476.685547
	Iteration 32Q: 3 clusters Score -857249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -857255.250000 Penalty: 4476.685547
	Iteration 33Q: 3 clusters Score -857255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -857258.875000 Penalty: 4476.685547
	Iteration 34Q: 3 clusters Score -857258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -857264.750000 Penalty: 4476.685547
	Iteration 35Q: 3 clusters Score -857264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -857268.625000 Penalty: 4476.685547
	Iteration 36Q: 3 clusters Score -857268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -857277.500000 Penalty: 4476.685547
	Iteration 37Q: 3 clusters Score -857277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -857285.875000 Penalty: 4476.685547
	Iteration 38Q: 3 clusters Score -857285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -857289.937500 Penalty: 4476.685547
	Iteration 39Q: 3 clusters Score -857289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -857296.687500 Penalty: 4476.685547
	Iteration 40F: 3 clusters Score -857296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -857301.687500 Penalty: 4476.685547
	Iteration 41Q: 3 clusters Score -857301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -857307.312500 Penalty: 4476.685547
	Iteration 42Q: 3 clusters Score -857307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -857309.750000 Penalty: 4476.685547
	Iteration 43Q: 3 clusters Score -857309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -857310.062500 Penalty: 4476.685547
	Iteration 44Q: 3 clusters Score -857310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -857312.312500 Penalty: 4476.685547
	Iteration 45Q: 3 clusters Score -857312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -857315.375000 Penalty: 4476.685547
	Iteration 46Q: 3 clusters Score -857315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -857322.000000 Penalty: 4476.685547
	Iteration 47Q: 3 clusters Score -857322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -857327.625000 Penalty: 4476.685547
	Iteration 48Q: 3 clusters Score -857327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -857329.125000 Penalty: 4476.685547
	Iteration 49Q: 3 clusters Score -857329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -857333.250000 Penalty: 4476.685547
	Iteration 50Q: 3 clusters Score -857333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -857333.437500 Penalty: 4476.685547
	Iteration 51Q: 3 clusters Score -857333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -857336.687500 Penalty: 4476.685547
	Iteration 52Q: 3 clusters Score -857336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -857337.875000 Penalty: 4476.685547
	Iteration 53Q: 3 clusters Score -857337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -857338.437500 Penalty: 4476.685547
	Iteration 54Q: 3 clusters Score -857338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -857338.437500 Penalty: 4476.685547
	Iteration 55F: 3 clusters Score -857338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -110711.640625 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -110711.6 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 560 members 
Entering Unmasked Estep 
Score: -108718.523438 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -108718.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109046.757812 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -109046.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109193.906250 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -109193.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -109288.046875 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -109288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -109379.476562 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -109379.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109471.812500 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -109471.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109537.515625 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -109537.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -109577.109375 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -109577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -109602.656250 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -109602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109612.046875 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -109612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -109617.546875 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -109617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109620.625000 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -109620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109626.851562 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -109626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -109637.039062 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -109637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109647.304688 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -109647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -109653.109375 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -109653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -109654.929688 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -109654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109655.421875 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -109655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109655.421875 Penalty: 3495.136963
	Iteration 18F: 3 clusters Score -109655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Entering Unmasked Estep 
Score: -1025650.500000 Penalty: 2278.393799
	Iteration 0F: 2 clusters Score -1025650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1018117.375000 Penalty: 4556.787598
	Iteration 0F: 3 clusters Score -1018117 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1020170.500000 Penalty: 4556.787598
	Iteration 1F: 3 clusters Score -1020170 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1020438.875000 Penalty: 4556.787598
	Iteration 2F: 3 clusters Score -1020439 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1020630.250000 Penalty: 4556.787598
	Iteration 3Q: 3 clusters Score -1020630 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1020770.812500 Penalty: 4556.787598
	Iteration 4Q: 3 clusters Score -1020771 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1020882.125000 Penalty: 4556.787598
	Iteration 5Q: 3 clusters Score -1020882 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1020985.812500 Penalty: 4556.787598
	Iteration 6Q: 3 clusters Score -1020986 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1021091.562500 Penalty: 4556.787598
	Iteration 7Q: 3 clusters Score -1021092 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1021209.375000 Penalty: 4556.787598
	Iteration 8Q: 3 clusters Score -1021209 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1021329.500000 Penalty: 4556.787598
	Iteration 9Q: 3 clusters Score -1021330 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1021437.437500 Penalty: 4556.787598
	Iteration 10Q: 3 clusters Score -1021437 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1021554.312500 Penalty: 4556.787598
	Iteration 11Q: 3 clusters Score -1021554 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1021693.312500 Penalty: 4556.787598
	Iteration 12Q: 3 clusters Score -1021693 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1021818.500000 Penalty: 4556.787598
	Iteration 13Q: 3 clusters Score -1021818 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1021945.875000 Penalty: 4556.787598
	Iteration 14Q: 3 clusters Score -1021946 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1022055.562500 Penalty: 4556.787598
	Iteration 15Q: 3 clusters Score -1022056 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1022148.812500 Penalty: 4556.787598
	Iteration 16Q: 3 clusters Score -1022149 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1022235.687500 Penalty: 4556.787598
	Iteration 17Q: 3 clusters Score -1022236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1022329.250000 Penalty: 4556.787598
	Iteration 18Q: 3 clusters Score -1022329 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1022417.437500 Penalty: 4556.787598
	Iteration 19Q: 3 clusters Score -1022417 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1022497.625000 Penalty: 4556.787598
	Iteration 20F: 3 clusters Score -1022498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1022579.312500 Penalty: 4556.787598
	Iteration 21Q: 3 clusters Score -1022579 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1022650.812500 Penalty: 4556.787598
	Iteration 22Q: 3 clusters Score -1022651 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1022726.937500 Penalty: 4556.787598
	Iteration 23Q: 3 clusters Score -1022727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1022796.750000 Penalty: 4556.787598
	Iteration 24Q: 3 clusters Score -1022797 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1022868.437500 Penalty: 4556.787598
	Iteration 25Q: 3 clusters Score -1022868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1022928.500000 Penalty: 4556.787598
	Iteration 26Q: 3 clusters Score -1022928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1022978.312500 Penalty: 4556.787598
	Iteration 27Q: 3 clusters Score -1022978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1023026.875000 Penalty: 4556.787598
	Iteration 28Q: 3 clusters Score -1023027 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1023072.187500 Penalty: 4556.787598
	Iteration 29Q: 3 clusters Score -1023072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1023100.125000 Penalty: 4556.787598
	Iteration 30Q: 3 clusters Score -1023100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1023130.312500 Penalty: 4556.787598
	Iteration 31Q: 3 clusters Score -1023130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1023165.062500 Penalty: 4556.787598
	Iteration 32Q: 3 clusters Score -1023165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1023197.562500 Penalty: 4556.787598
	Iteration 33Q: 3 clusters Score -1023198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1023227.312500 Penalty: 4556.787598
	Iteration 34Q: 3 clusters Score -1023227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1023254.000000 Penalty: 4556.787598
	Iteration 35Q: 3 clusters Score -1023254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1023275.562500 Penalty: 4556.787598
	Iteration 36Q: 3 clusters Score -1023276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1023292.625000 Penalty: 4556.787598
	Iteration 37Q: 3 clusters Score -1023293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1023315.062500 Penalty: 4556.787598
	Iteration 38Q: 3 clusters Score -1023315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1023330.250000 Penalty: 4556.787598
	Iteration 39Q: 3 clusters Score -1023330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1023349.187500 Penalty: 4556.787598
	Iteration 40F: 3 clusters Score -1023349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1023369.812500 Penalty: 4556.787598
	Iteration 41Q: 3 clusters Score -1023370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1023398.937500 Penalty: 4556.787598
	Iteration 42Q: 3 clusters Score -1023399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1023424.750000 Penalty: 4556.787598
	Iteration 43Q: 3 clusters Score -1023425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1023455.437500 Penalty: 4556.787598
	Iteration 44Q: 3 clusters Score -1023455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1023476.750000 Penalty: 4556.787598
	Iteration 45Q: 3 clusters Score -1023477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1023497.062500 Penalty: 4556.787598
	Iteration 46Q: 3 clusters Score -1023497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1023522.250000 Penalty: 4556.787598
	Iteration 47Q: 3 clusters Score -1023522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1023549.562500 Penalty: 4556.787598
	Iteration 48Q: 3 clusters Score -1023550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1023579.562500 Penalty: 4556.787598
	Iteration 49Q: 3 clusters Score -1023580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1023597.750000 Penalty: 4556.787598
	Iteration 50Q: 3 clusters Score -1023598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1023615.625000 Penalty: 4556.787598
	Iteration 51Q: 3 clusters Score -1023616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1023638.125000 Penalty: 4556.787598
	Iteration 52Q: 3 clusters Score -1023638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1023663.250000 Penalty: 4556.787598
	Iteration 53Q: 3 clusters Score -1023663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1023679.875000 Penalty: 4556.787598
	Iteration 54Q: 3 clusters Score -1023680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1023699.312500 Penalty: 4556.787598
	Iteration 55Q: 3 clusters Score -1023699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1023719.437500 Penalty: 4556.787598
	Iteration 56Q: 3 clusters Score -1023719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1023736.062500 Penalty: 4556.787598
	Iteration 57Q: 3 clusters Score -1023736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1023748.562500 Penalty: 4556.787598
	Iteration 58Q: 3 clusters Score -1023749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1023755.875000 Penalty: 4556.787598
	Iteration 59Q: 3 clusters Score -1023756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1023770.812500 Penalty: 4556.787598
	Iteration 60F: 3 clusters Score -1023771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1023781.875000 Penalty: 4556.787598
	Iteration 61Q: 3 clusters Score -1023782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1023790.875000 Penalty: 4556.787598
	Iteration 62Q: 3 clusters Score -1023791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1023803.062500 Penalty: 4556.787598
	Iteration 63Q: 3 clusters Score -1023803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1023809.062500 Penalty: 4556.787598
	Iteration 64Q: 3 clusters Score -1023809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1023815.937500 Penalty: 4556.787598
	Iteration 65Q: 3 clusters Score -1023816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1023823.125000 Penalty: 4556.787598
	Iteration 66Q: 3 clusters Score -1023823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1023824.500000 Penalty: 4556.787598
	Iteration 67Q: 3 clusters Score -1023824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1023828.125000 Penalty: 4556.787598
	Iteration 68Q: 3 clusters Score -1023828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1023830.000000 Penalty: 4556.787598
	Iteration 69Q: 3 clusters Score -1023830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1023832.437500 Penalty: 4556.787598
	Iteration 70Q: 3 clusters Score -1023832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1023838.437500 Penalty: 4556.787598
	Iteration 71Q: 3 clusters Score -1023838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1023843.000000 Penalty: 4556.787598
	Iteration 72Q: 3 clusters Score -1023843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1023844.937500 Penalty: 4556.787598
	Iteration 73Q: 3 clusters Score -1023845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1023846.000000 Penalty: 4556.787598
	Iteration 74Q: 3 clusters Score -1023846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1023845.562500 Penalty: 4556.787598
	Iteration 75Q: 3 clusters Score -1023846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1023847.187500 Penalty: 4556.787598
	Iteration 76Q: 3 clusters Score -1023847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1023849.125000 Penalty: 4556.787598
	Iteration 77Q: 3 clusters Score -1023849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1023850.875000 Penalty: 4556.787598
	Iteration 78Q: 3 clusters Score -1023851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1023852.875000 Penalty: 4556.787598
	Iteration 79Q: 3 clusters Score -1023853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1023853.312500 Penalty: 4556.787598
	Iteration 80F: 3 clusters Score -1023853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1023855.125000 Penalty: 4556.787598
	Iteration 81Q: 3 clusters Score -1023855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1023858.125000 Penalty: 4556.787598
	Iteration 82Q: 3 clusters Score -1023858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1023858.125000 Penalty: 4556.787598
	Iteration 83Q: 3 clusters Score -1023858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1023858.562500 Penalty: 4556.787598
	Iteration 84Q: 3 clusters Score -1023859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1023859.250000 Penalty: 4556.787598
	Iteration 85Q: 3 clusters Score -1023859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1023861.125000 Penalty: 4556.787598
	Iteration 86Q: 3 clusters Score -1023861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1023861.125000 Penalty: 4556.787598
	Iteration 87F: 3 clusters Score -1023861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -54066.468750 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -54066.47 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 318 members 
Entering Unmasked Estep 
Score: -52391.992188 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -52391.99 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52675.902344 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -52675.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52759.332031 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -52759.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52815.281250 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -52815.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52856.808594 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -52856.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52901.726562 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -52901.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52950.316406 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -52950.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53003.921875 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -53003.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53055.871094 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -53055.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53104.433594 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -53104.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53136.753906 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -53136.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53166.679688 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -53166.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53200.128906 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -53200.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53228.625000 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -53228.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53266.300781 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -53266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53284.535156 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -53284.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53306.089844 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -53306.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53332.023438 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -53332.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53343.460938 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -53343.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53347.449219 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -53347.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53348.398438 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -53348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -80644.906250 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -80644.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78710.093750 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -78710.09 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79280.125000 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -79280.12 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80165.789062 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -80165.79 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81263.296875 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -81263.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -82410.906250 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -82410.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82714.398438 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -82714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82783.531250 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -82783.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82803.554688 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -82803.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82809.710938 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -82809.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82822.851562 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -82822.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82986.023438 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -82986.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83450.523438 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -83450.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83450.750000 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -83450.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83450.750000 Penalty: 3417.237305
	Iteration 13F: 3 clusters Score -83450.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178904 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327132 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278207 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 339492 members 
Mstep: Class 21 contains 87889 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158390432.000000 Penalty: 81209.359375
Splitting cluster 10 changes total score from -158389328.000000 to -158390432.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 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 220 members 
Entering Unmasked Estep 
Score: -42369.148438 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42369.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42591.753906 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42591.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42725.808594 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -42725.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42756.761719 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42756.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42763.546875 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42763.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42776.613281 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42776.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42784.515625 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42784.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42784.515625 Penalty: 3049.640381
	Iteration 7F: 3 clusters Score -42784.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -225357.140625 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -225357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -222619.578125 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -222619.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223157.984375 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -223158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -223372.468750 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -223372.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223497.203125 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -223497.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223569.046875 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -223569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223620.531250 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -223620.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -223667.875000 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -223667.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223707.734375 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -223707.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223747.984375 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -223748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -223790.078125 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -223790.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -223845.546875 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -223845.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223913.171875 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -223913.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -223994.312500 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -223994.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224039.437500 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -224039.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -224072.640625 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -224072.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224096.062500 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -224096.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -224116.843750 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -224116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224133.093750 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -224133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224150.203125 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -224150.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224167.031250 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -224167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224180.437500 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -224180.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224193.468750 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -224193.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -224200.812500 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -224200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224204.625000 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -224204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -224210.515625 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -224210.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -224214.593750 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -224214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -224221.109375 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -224221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -224226.062500 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -224226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224230.140625 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -224230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224232.875000 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -224232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -224235.406250 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -224235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224239.703125 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -224239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -224243.562500 Penalty: 3815.514648
	Iteration 32Q: 3 clusters Score -224243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -224246.000000 Penalty: 3815.514648
	Iteration 33Q: 3 clusters Score -224246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -224252.328125 Penalty: 3815.514648
	Iteration 34Q: 3 clusters Score -224252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -224255.234375 Penalty: 3815.514648
	Iteration 35Q: 3 clusters Score -224255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -224255.234375 Penalty: 3815.514648
	Iteration 36F: 3 clusters Score -224255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278207 members 
Entering Unmasked Estep 
Score: -29598710.000000 Penalty: 3108.957764
	Iteration 0F: 2 clusters Score -2.959871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139216 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -29419782.000000 Penalty: 6217.915527
	Iteration 0F: 3 clusters Score -2.941978e+07 nChanged 134617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141051 members 
Mstep: Class 2 contains 137156 members 
Entering Unmasked Estep 
Score: -29499496.000000 Penalty: 6217.915527
	Iteration 1F: 3 clusters Score -2.94995e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 135893 members 
Entering Unmasked Estep 
Score: -29501122.000000 Penalty: 6217.915527
	Iteration 2Q: 3 clusters Score -2.950112e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144182 members 
Mstep: Class 2 contains 134025 members 
Entering Unmasked Estep 
Score: -29502686.000000 Penalty: 6217.915527
	Iteration 3Q: 3 clusters Score -2.950269e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 131396 members 
Entering Unmasked Estep 
Score: -29505056.000000 Penalty: 6217.915527
	Iteration 4Q: 3 clusters Score -2.950506e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -29508362.000000 Penalty: 6217.915527
	Iteration 5Q: 3 clusters Score -2.950836e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 122164 members 
Entering Unmasked Estep 
Score: -29513672.000000 Penalty: 6217.915527
	Iteration 6Q: 3 clusters Score -2.951367e+07 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -29522186.000000 Penalty: 6217.915527
	Iteration 7Q: 3 clusters Score -2.952219e+07 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -29533264.000000 Penalty: 6217.915527
	Iteration 8F: 3 clusters Score -2.953326e+07 nChanged 17531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -29546138.000000 Penalty: 6217.915527
	Iteration 9F: 3 clusters Score -2.954614e+07 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184223 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -29556444.000000 Penalty: 6217.915527
	Iteration 10F: 3 clusters Score -2.955644e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187790 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -29562162.000000 Penalty: 6217.915527
	Iteration 11Q: 3 clusters Score -2.956216e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190331 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -29564324.000000 Penalty: 6217.915527
	Iteration 12Q: 3 clusters Score -2.956432e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192552 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -29565348.000000 Penalty: 6217.915527
	Iteration 13Q: 3 clusters Score -2.956535e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194584 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -29565960.000000 Penalty: 6217.915527
	Iteration 14Q: 3 clusters Score -2.956596e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196615 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -29566288.000000 Penalty: 6217.915527
	Iteration 15Q: 3 clusters Score -2.956629e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198722 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -29566736.000000 Penalty: 6217.915527
	Iteration 16Q: 3 clusters Score -2.956674e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200793 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -29567198.000000 Penalty: 6217.915527
	Iteration 17Q: 3 clusters Score -2.95672e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202912 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -29567720.000000 Penalty: 6217.915527
	Iteration 18Q: 3 clusters Score -2.956772e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -29568326.000000 Penalty: 6217.915527
	Iteration 19Q: 3 clusters Score -2.956833e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207162 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -29568726.000000 Penalty: 6217.915527
	Iteration 20F: 3 clusters Score -2.956873e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209282 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -29569002.000000 Penalty: 6217.915527
	Iteration 21Q: 3 clusters Score -2.9569e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211430 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -29569500.000000 Penalty: 6217.915527
	Iteration 22Q: 3 clusters Score -2.95695e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213596 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -29569862.000000 Penalty: 6217.915527
	Iteration 23Q: 3 clusters Score -2.956986e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215713 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -29570186.000000 Penalty: 6217.915527
	Iteration 24Q: 3 clusters Score -2.957019e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -29570540.000000 Penalty: 6217.915527
	Iteration 25Q: 3 clusters Score -2.957054e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219992 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -29571066.000000 Penalty: 6217.915527
	Iteration 26Q: 3 clusters Score -2.957107e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222247 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -29571622.000000 Penalty: 6217.915527
	Iteration 27Q: 3 clusters Score -2.957162e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224580 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -29572202.000000 Penalty: 6217.915527
	Iteration 28Q: 3 clusters Score -2.95722e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226953 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -29572840.000000 Penalty: 6217.915527
	Iteration 29Q: 3 clusters Score -2.957284e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229316 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -29573498.000000 Penalty: 6217.915527
	Iteration 30Q: 3 clusters Score -2.95735e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231778 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -29574162.000000 Penalty: 6217.915527
	Iteration 31Q: 3 clusters Score -2.957416e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234345 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -29574822.000000 Penalty: 6217.915527
	Iteration 32Q: 3 clusters Score -2.957482e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236865 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -29575450.000000 Penalty: 6217.915527
	Iteration 33Q: 3 clusters Score -2.957545e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239414 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -29576246.000000 Penalty: 6217.915527
	Iteration 34Q: 3 clusters Score -2.957625e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242000 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -29577188.000000 Penalty: 6217.915527
	Iteration 35Q: 3 clusters Score -2.957719e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244525 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -29578098.000000 Penalty: 6217.915527
	Iteration 36Q: 3 clusters Score -2.95781e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247153 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -29579112.000000 Penalty: 6217.915527
	Iteration 37Q: 3 clusters Score -2.957911e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249808 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -29580112.000000 Penalty: 6217.915527
	Iteration 38Q: 3 clusters Score -2.958011e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252438 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -29581304.000000 Penalty: 6217.915527
	Iteration 39Q: 3 clusters Score -2.95813e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255047 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -29582480.000000 Penalty: 6217.915527
	Iteration 40F: 3 clusters Score -2.958248e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257575 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -29583628.000000 Penalty: 6217.915527
	Iteration 41Q: 3 clusters Score -2.958363e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260050 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -29584964.000000 Penalty: 6217.915527
	Iteration 42Q: 3 clusters Score -2.958496e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262393 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -29586170.000000 Penalty: 6217.915527
	Iteration 43Q: 3 clusters Score -2.958617e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264604 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -29587492.000000 Penalty: 6217.915527
	Iteration 44Q: 3 clusters Score -2.958749e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266574 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -29588792.000000 Penalty: 6217.915527
	Iteration 45Q: 3 clusters Score -2.958879e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268283 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -29589900.000000 Penalty: 6217.915527
	Iteration 46Q: 3 clusters Score -2.95899e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269821 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -29590750.000000 Penalty: 6217.915527
	Iteration 47Q: 3 clusters Score -2.959075e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271125 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -29591506.000000 Penalty: 6217.915527
	Iteration 48Q: 3 clusters Score -2.959151e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272262 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -29592368.000000 Penalty: 6217.915527
	Iteration 49Q: 3 clusters Score -2.959237e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273173 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -29593012.000000 Penalty: 6217.915527
	Iteration 50Q: 3 clusters Score -2.959301e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273889 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -29593558.000000 Penalty: 6217.915527
	Iteration 51Q: 3 clusters Score -2.959356e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274471 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -29594056.000000 Penalty: 6217.915527
	Iteration 52Q: 3 clusters Score -2.959406e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274931 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -29594346.000000 Penalty: 6217.915527
	Iteration 53Q: 3 clusters Score -2.959435e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275283 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -29594624.000000 Penalty: 6217.915527
	Iteration 54Q: 3 clusters Score -2.959462e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275568 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -29594810.000000 Penalty: 6217.915527
	Iteration 55Q: 3 clusters Score -2.959481e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275788 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -29595024.000000 Penalty: 6217.915527
	Iteration 56Q: 3 clusters Score -2.959502e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275988 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -29595152.000000 Penalty: 6217.915527
	Iteration 57Q: 3 clusters Score -2.959515e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276159 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -29595330.000000 Penalty: 6217.915527
	Iteration 58Q: 3 clusters Score -2.959533e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276300 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -29595444.000000 Penalty: 6217.915527
	Iteration 59Q: 3 clusters Score -2.959544e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276417 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -29595542.000000 Penalty: 6217.915527
	Iteration 60F: 3 clusters Score -2.959554e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276503 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -29595590.000000 Penalty: 6217.915527
	Iteration 61Q: 3 clusters Score -2.959559e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276570 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -29595648.000000 Penalty: 6217.915527
	Iteration 62Q: 3 clusters Score -2.959565e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276628 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -29595722.000000 Penalty: 6217.915527
	Iteration 63Q: 3 clusters Score -2.959572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276667 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -29595742.000000 Penalty: 6217.915527
	Iteration 64Q: 3 clusters Score -2.959574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276692 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -29595748.000000 Penalty: 6217.915527
	Iteration 65Q: 3 clusters Score -2.959575e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276717 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -29595736.000000 Penalty: 6217.915527
	Iteration 66Q: 3 clusters Score -2.959574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276753 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -29595776.000000 Penalty: 6217.915527
	Iteration 67Q: 3 clusters Score -2.959578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276787 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -29595792.000000 Penalty: 6217.915527
	Iteration 68Q: 3 clusters Score -2.959579e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276810 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -29595780.000000 Penalty: 6217.915527
	Iteration 69Q: 3 clusters Score -2.959578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276833 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -29595786.000000 Penalty: 6217.915527
	Iteration 70Q: 3 clusters Score -2.959579e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276862 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -29595850.000000 Penalty: 6217.915527
	Iteration 71Q: 3 clusters Score -2.959585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276886 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -29595892.000000 Penalty: 6217.915527
	Iteration 72Q: 3 clusters Score -2.959589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276910 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -29595906.000000 Penalty: 6217.915527
	Iteration 73Q: 3 clusters Score -2.959591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276924 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -29595924.000000 Penalty: 6217.915527
	Iteration 74Q: 3 clusters Score -2.959592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276933 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -29595932.000000 Penalty: 6217.915527
	Iteration 75Q: 3 clusters Score -2.959593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276933 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -29595944.000000 Penalty: 6217.915527
	Iteration 76Q: 3 clusters Score -2.959594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276939 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -29595914.000000 Penalty: 6217.915527
	Iteration 77Q: 3 clusters Score -2.959591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276948 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -29595938.000000 Penalty: 6217.915527
	Iteration 78Q: 3 clusters Score -2.959594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276956 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -29595942.000000 Penalty: 6217.915527
	Iteration 79Q: 3 clusters Score -2.959594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -29595960.000000 Penalty: 6217.915527
	Iteration 80F: 3 clusters Score -2.959596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -29595960.000000 Penalty: 6217.915527
	Iteration 81Q: 3 clusters Score -2.959596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276969 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -29595954.000000 Penalty: 6217.915527
	Iteration 82Q: 3 clusters Score -2.959595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276977 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -29595966.000000 Penalty: 6217.915527
	Iteration 83Q: 3 clusters Score -2.959597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276983 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -29595984.000000 Penalty: 6217.915527
	Iteration 84Q: 3 clusters Score -2.959598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276985 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -29595990.000000 Penalty: 6217.915527
	Iteration 85Q: 3 clusters Score -2.959599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276986 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -29595994.000000 Penalty: 6217.915527
	Iteration 86Q: 3 clusters Score -2.959599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276987 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -29595994.000000 Penalty: 6217.915527
	Iteration 87Q: 3 clusters Score -2.959599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276987 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -29595994.000000 Penalty: 6217.915527
	Iteration 88F: 3 clusters Score -2.959599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Entering Unmasked Estep 
Score: -6343739.000000 Penalty: 2723.518799
	Iteration 0F: 2 clusters Score -6343739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6304187.000000 Penalty: 5447.037598
	Iteration 0F: 3 clusters Score -6304187 nChanged 27345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6319567.500000 Penalty: 5447.037598
	Iteration 1F: 3 clusters Score -6319568 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -6320432.000000 Penalty: 5447.037598
	Iteration 2Q: 3 clusters Score -6320432 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -6321441.000000 Penalty: 5447.037598
	Iteration 3Q: 3 clusters Score -6321441 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -6322682.500000 Penalty: 5447.037598
	Iteration 4Q: 3 clusters Score -6322682 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6324277.500000 Penalty: 5447.037598
	Iteration 5Q: 3 clusters Score -6324278 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -6326167.500000 Penalty: 5447.037598
	Iteration 6F: 3 clusters Score -6326168 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6328545.500000 Penalty: 5447.037598
	Iteration 7F: 3 clusters Score -6328546 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6331049.500000 Penalty: 5447.037598
	Iteration 8F: 3 clusters Score -6331050 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -6333371.500000 Penalty: 5447.037598
	Iteration 9F: 3 clusters Score -6333372 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -6334910.000000 Penalty: 5447.037598
	Iteration 10Q: 3 clusters Score -6334910 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6335681.000000 Penalty: 5447.037598
	Iteration 11Q: 3 clusters Score -6335681 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6336001.500000 Penalty: 5447.037598
	Iteration 12Q: 3 clusters Score -6336002 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6336136.000000 Penalty: 5447.037598
	Iteration 13Q: 3 clusters Score -6336136 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6336285.500000 Penalty: 5447.037598
	Iteration 14Q: 3 clusters Score -6336286 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6336354.500000 Penalty: 5447.037598
	Iteration 15Q: 3 clusters Score -6336354 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6336423.500000 Penalty: 5447.037598
	Iteration 16Q: 3 clusters Score -6336424 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6336470.000000 Penalty: 5447.037598
	Iteration 17Q: 3 clusters Score -6336470 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -6336509.000000 Penalty: 5447.037598
	Iteration 18Q: 3 clusters Score -6336509 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6336564.000000 Penalty: 5447.037598
	Iteration 19Q: 3 clusters Score -6336564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -6336610.500000 Penalty: 5447.037598
	Iteration 20F: 3 clusters Score -6336610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -6336663.500000 Penalty: 5447.037598
	Iteration 21Q: 3 clusters Score -6336664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6336697.000000 Penalty: 5447.037598
	Iteration 22Q: 3 clusters Score -6336697 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6336711.000000 Penalty: 5447.037598
	Iteration 23Q: 3 clusters Score -6336711 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -6336721.500000 Penalty: 5447.037598
	Iteration 24Q: 3 clusters Score -6336722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -6336769.500000 Penalty: 5447.037598
	Iteration 25Q: 3 clusters Score -6336770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6336810.500000 Penalty: 5447.037598
	Iteration 26Q: 3 clusters Score -6336810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6336806.500000 Penalty: 5447.037598
	Iteration 27Q: 3 clusters Score -6336806 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -6336833.500000 Penalty: 5447.037598
	Iteration 28Q: 3 clusters Score -6336834 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -6336853.500000 Penalty: 5447.037598
	Iteration 29Q: 3 clusters Score -6336854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6336878.000000 Penalty: 5447.037598
	Iteration 30Q: 3 clusters Score -6336878 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -6336912.000000 Penalty: 5447.037598
	Iteration 31Q: 3 clusters Score -6336912 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -6336907.000000 Penalty: 5447.037598
	Iteration 32Q: 3 clusters Score -6336907 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -6336895.000000 Penalty: 5447.037598
	Iteration 33Q: 3 clusters Score -6336895 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6336904.500000 Penalty: 5447.037598
	Iteration 34Q: 3 clusters Score -6336904 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -6336910.000000 Penalty: 5447.037598
	Iteration 35Q: 3 clusters Score -6336910 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6336925.500000 Penalty: 5447.037598
	Iteration 36Q: 3 clusters Score -6336926 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6336956.500000 Penalty: 5447.037598
	Iteration 37Q: 3 clusters Score -6336956 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -6336958.500000 Penalty: 5447.037598
	Iteration 38Q: 3 clusters Score -6336958 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6336962.500000 Penalty: 5447.037598
	Iteration 39Q: 3 clusters Score -6336962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -6336985.000000 Penalty: 5447.037598
	Iteration 40F: 3 clusters Score -6336985 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -6336974.500000 Penalty: 5447.037598
	Iteration 41Q: 3 clusters Score -6336974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6336987.500000 Penalty: 5447.037598
	Iteration 42Q: 3 clusters Score -6336988 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -6337016.500000 Penalty: 5447.037598
	Iteration 43Q: 3 clusters Score -6337016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -6337046.000000 Penalty: 5447.037598
	Iteration 44Q: 3 clusters Score -6337046 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6337082.000000 Penalty: 5447.037598
	Iteration 45Q: 3 clusters Score -6337082 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6337120.500000 Penalty: 5447.037598
	Iteration 46Q: 3 clusters Score -6337120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6337158.500000 Penalty: 5447.037598
	Iteration 47Q: 3 clusters Score -6337158 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -6337179.500000 Penalty: 5447.037598
	Iteration 48Q: 3 clusters Score -6337180 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -6337197.500000 Penalty: 5447.037598
	Iteration 49Q: 3 clusters Score -6337198 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6337236.500000 Penalty: 5447.037598
	Iteration 50Q: 3 clusters Score -6337236 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6337287.000000 Penalty: 5447.037598
	Iteration 51Q: 3 clusters Score -6337287 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6337265.500000 Penalty: 5447.037598
	Iteration 52Q: 3 clusters Score -6337266 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -6337297.500000 Penalty: 5447.037598
	Iteration 53Q: 3 clusters Score -6337298 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -6337342.000000 Penalty: 5447.037598
	Iteration 54Q: 3 clusters Score -6337342 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6337391.500000 Penalty: 5447.037598
	Iteration 55Q: 3 clusters Score -6337392 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -6337430.000000 Penalty: 5447.037598
	Iteration 56Q: 3 clusters Score -6337430 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -6337484.000000 Penalty: 5447.037598
	Iteration 57Q: 3 clusters Score -6337484 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6337529.000000 Penalty: 5447.037598
	Iteration 58Q: 3 clusters Score -6337529 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -6337571.500000 Penalty: 5447.037598
	Iteration 59Q: 3 clusters Score -6337572 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -6337653.000000 Penalty: 5447.037598
	Iteration 60F: 3 clusters Score -6337653 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -6337730.500000 Penalty: 5447.037598
	Iteration 61Q: 3 clusters Score -6337730 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6337783.000000 Penalty: 5447.037598
	Iteration 62Q: 3 clusters Score -6337783 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6337844.500000 Penalty: 5447.037598
	Iteration 63Q: 3 clusters Score -6337844 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -6337919.000000 Penalty: 5447.037598
	Iteration 64Q: 3 clusters Score -6337919 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -6338019.500000 Penalty: 5447.037598
	Iteration 65Q: 3 clusters Score -6338020 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -6338084.500000 Penalty: 5447.037598
	Iteration 66Q: 3 clusters Score -6338084 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -6338165.500000 Penalty: 5447.037598
	Iteration 67Q: 3 clusters Score -6338166 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -6338270.500000 Penalty: 5447.037598
	Iteration 68Q: 3 clusters Score -6338270 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -6338385.000000 Penalty: 5447.037598
	Iteration 69Q: 3 clusters Score -6338385 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6338455.500000 Penalty: 5447.037598
	Iteration 70Q: 3 clusters Score -6338456 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -6338577.000000 Penalty: 5447.037598
	Iteration 71Q: 3 clusters Score -6338577 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6338733.500000 Penalty: 5447.037598
	Iteration 72Q: 3 clusters Score -6338734 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -6338862.500000 Penalty: 5447.037598
	Iteration 73Q: 3 clusters Score -6338862 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6338997.500000 Penalty: 5447.037598
	Iteration 74Q: 3 clusters Score -6338998 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -6339140.000000 Penalty: 5447.037598
	Iteration 75Q: 3 clusters Score -6339140 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -6339269.500000 Penalty: 5447.037598
	Iteration 76Q: 3 clusters Score -6339270 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -6339374.500000 Penalty: 5447.037598
	Iteration 77Q: 3 clusters Score -6339374 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -6339501.500000 Penalty: 5447.037598
	Iteration 78Q: 3 clusters Score -6339502 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -6339623.000000 Penalty: 5447.037598
	Iteration 79Q: 3 clusters Score -6339623 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -6339716.500000 Penalty: 5447.037598
	Iteration 80F: 3 clusters Score -6339716 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -6339891.500000 Penalty: 5447.037598
	Iteration 81Q: 3 clusters Score -6339892 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -6339998.500000 Penalty: 5447.037598
	Iteration 82Q: 3 clusters Score -6339998 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -6340136.500000 Penalty: 5447.037598
	Iteration 83Q: 3 clusters Score -6340136 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6340242.000000 Penalty: 5447.037598
	Iteration 84Q: 3 clusters Score -6340242 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6340380.500000 Penalty: 5447.037598
	Iteration 85Q: 3 clusters Score -6340380 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -6340532.500000 Penalty: 5447.037598
	Iteration 86Q: 3 clusters Score -6340532 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -6340596.000000 Penalty: 5447.037598
	Iteration 87Q: 3 clusters Score -6340596 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -6340702.500000 Penalty: 5447.037598
	Iteration 88Q: 3 clusters Score -6340702 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -6340817.500000 Penalty: 5447.037598
	Iteration 89Q: 3 clusters Score -6340818 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -6340932.000000 Penalty: 5447.037598
	Iteration 90Q: 3 clusters Score -6340932 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -6341019.000000 Penalty: 5447.037598
	Iteration 91Q: 3 clusters Score -6341019 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -6341081.000000 Penalty: 5447.037598
	Iteration 92Q: 3 clusters Score -6341081 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -6341168.000000 Penalty: 5447.037598
	Iteration 93Q: 3 clusters Score -6341168 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -6341263.500000 Penalty: 5447.037598
	Iteration 94Q: 3 clusters Score -6341264 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -6341338.000000 Penalty: 5447.037598
	Iteration 95Q: 3 clusters Score -6341338 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -6341429.500000 Penalty: 5447.037598
	Iteration 96Q: 3 clusters Score -6341430 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6341495.000000 Penalty: 5447.037598
	Iteration 97Q: 3 clusters Score -6341495 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -6341558.000000 Penalty: 5447.037598
	Iteration 98Q: 3 clusters Score -6341558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -6341620.500000 Penalty: 5447.037598
	Iteration 99Q: 3 clusters Score -6341620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -6341660.000000 Penalty: 5447.037598
	Iteration 100F: 3 clusters Score -6341660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -6341701.000000 Penalty: 5447.037598
	Iteration 101Q: 3 clusters Score -6341701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6341732.500000 Penalty: 5447.037598
	Iteration 102Q: 3 clusters Score -6341732 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -6341761.500000 Penalty: 5447.037598
	Iteration 103Q: 3 clusters Score -6341762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -6341775.000000 Penalty: 5447.037598
	Iteration 104Q: 3 clusters Score -6341775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -6341813.000000 Penalty: 5447.037598
	Iteration 105Q: 3 clusters Score -6341813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -6341852.500000 Penalty: 5447.037598
	Iteration 106Q: 3 clusters Score -6341852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -6341887.000000 Penalty: 5447.037598
	Iteration 107Q: 3 clusters Score -6341887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -6341914.000000 Penalty: 5447.037598
	Iteration 108Q: 3 clusters Score -6341914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -6341945.500000 Penalty: 5447.037598
	Iteration 109Q: 3 clusters Score -6341946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -6341973.000000 Penalty: 5447.037598
	Iteration 110Q: 3 clusters Score -6341973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -6341993.500000 Penalty: 5447.037598
	Iteration 111Q: 3 clusters Score -6341994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -6341991.500000 Penalty: 5447.037598
	Iteration 112Q: 3 clusters Score -6341992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -6342004.500000 Penalty: 5447.037598
	Iteration 113Q: 3 clusters Score -6342004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -6342027.500000 Penalty: 5447.037598
	Iteration 114Q: 3 clusters Score -6342028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -6342032.000000 Penalty: 5447.037598
	Iteration 115Q: 3 clusters Score -6342032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -6342056.500000 Penalty: 5447.037598
	Iteration 116Q: 3 clusters Score -6342056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -6342056.000000 Penalty: 5447.037598
	Iteration 117Q: 3 clusters Score -6342056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -6342063.500000 Penalty: 5447.037598
	Iteration 118Q: 3 clusters Score -6342064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -6342065.000000 Penalty: 5447.037598
	Iteration 119Q: 3 clusters Score -6342065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6342072.000000 Penalty: 5447.037598
	Iteration 120F: 3 clusters Score -6342072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6342077.000000 Penalty: 5447.037598
	Iteration 121Q: 3 clusters Score -6342077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -6342080.500000 Penalty: 5447.037598
	Iteration 122Q: 3 clusters Score -6342080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -6342087.000000 Penalty: 5447.037598
	Iteration 123Q: 3 clusters Score -6342087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6342080.000000 Penalty: 5447.037598
	Iteration 124Q: 3 clusters Score -6342080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -6342082.000000 Penalty: 5447.037598
	Iteration 125Q: 3 clusters Score -6342082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -6342081.500000 Penalty: 5447.037598
	Iteration 126Q: 3 clusters Score -6342082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -6342068.500000 Penalty: 5447.037598
	Iteration 127Q: 3 clusters Score -6342068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -6342068.000000 Penalty: 5447.037598
	Iteration 128Q: 3 clusters Score -6342068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6342076.000000 Penalty: 5447.037598
	Iteration 129Q: 3 clusters Score -6342076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -6342075.500000 Penalty: 5447.037598
	Iteration 130Q: 3 clusters Score -6342076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -6342078.000000 Penalty: 5447.037598
	Iteration 131Q: 3 clusters Score -6342078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -6342080.500000 Penalty: 5447.037598
	Iteration 132Q: 3 clusters Score -6342080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6342080.000000 Penalty: 5447.037598
	Iteration 133Q: 3 clusters Score -6342080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6342079.000000 Penalty: 5447.037598
	Iteration 134Q: 3 clusters Score -6342079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -6342082.000000 Penalty: 5447.037598
	Iteration 135Q: 3 clusters Score -6342082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -6342074.500000 Penalty: 5447.037598
	Iteration 136Q: 3 clusters Score -6342074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -6342083.500000 Penalty: 5447.037598
	Iteration 137Q: 3 clusters Score -6342084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -6342090.000000 Penalty: 5447.037598
	Iteration 138Q: 3 clusters Score -6342090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -6342089.000000 Penalty: 5447.037598
	Iteration 139Q: 3 clusters Score -6342089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6342082.000000 Penalty: 5447.037598
	Iteration 140F: 3 clusters Score -6342082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -6342089.500000 Penalty: 5447.037598
	Iteration 141Q: 3 clusters Score -6342090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -6342091.000000 Penalty: 5447.037598
	Iteration 142Q: 3 clusters Score -6342091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -6342091.000000 Penalty: 5447.037598
	Iteration 143F: 3 clusters Score -6342091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Entering Unmasked Estep 
Score: -4840829.500000 Penalty: 2656.927490
	Iteration 0F: 2 clusters Score -4840830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4810562.000000 Penalty: 5313.854980
	Iteration 0F: 3 clusters Score -4810562 nChanged 20543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -4821888.000000 Penalty: 5313.854980
	Iteration 1F: 3 clusters Score -4821888 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4822659.500000 Penalty: 5313.854980
	Iteration 2Q: 3 clusters Score -4822660 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4823665.000000 Penalty: 5313.854980
	Iteration 3Q: 3 clusters Score -4823665 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4825318.000000 Penalty: 5313.854980
	Iteration 4F: 3 clusters Score -4825318 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4827749.500000 Penalty: 5313.854980
	Iteration 5F: 3 clusters Score -4827750 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4830872.500000 Penalty: 5313.854980
	Iteration 6F: 3 clusters Score -4830872 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4834074.500000 Penalty: 5313.854980
	Iteration 7F: 3 clusters Score -4834074 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4836471.500000 Penalty: 5313.854980
	Iteration 8F: 3 clusters Score -4836472 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4837702.500000 Penalty: 5313.854980
	Iteration 9Q: 3 clusters Score -4837702 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4838148.500000 Penalty: 5313.854980
	Iteration 10Q: 3 clusters Score -4838148 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4838367.500000 Penalty: 5313.854980
	Iteration 11Q: 3 clusters Score -4838368 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4838507.500000 Penalty: 5313.854980
	Iteration 12Q: 3 clusters Score -4838508 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4838605.000000 Penalty: 5313.854980
	Iteration 13Q: 3 clusters Score -4838605 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4838701.500000 Penalty: 5313.854980
	Iteration 14Q: 3 clusters Score -4838702 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4838769.000000 Penalty: 5313.854980
	Iteration 15Q: 3 clusters Score -4838769 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4838825.500000 Penalty: 5313.854980
	Iteration 16Q: 3 clusters Score -4838826 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4838872.500000 Penalty: 5313.854980
	Iteration 17Q: 3 clusters Score -4838872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4838879.500000 Penalty: 5313.854980
	Iteration 18Q: 3 clusters Score -4838880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4838921.500000 Penalty: 5313.854980
	Iteration 19Q: 3 clusters Score -4838922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4838941.500000 Penalty: 5313.854980
	Iteration 20F: 3 clusters Score -4838942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4838964.000000 Penalty: 5313.854980
	Iteration 21Q: 3 clusters Score -4838964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4838985.500000 Penalty: 5313.854980
	Iteration 22Q: 3 clusters Score -4838986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4838998.000000 Penalty: 5313.854980
	Iteration 23Q: 3 clusters Score -4838998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4839015.500000 Penalty: 5313.854980
	Iteration 24Q: 3 clusters Score -4839016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4839048.500000 Penalty: 5313.854980
	Iteration 25Q: 3 clusters Score -4839048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4839073.500000 Penalty: 5313.854980
	Iteration 26Q: 3 clusters Score -4839074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4839078.500000 Penalty: 5313.854980
	Iteration 27Q: 3 clusters Score -4839078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4839087.000000 Penalty: 5313.854980
	Iteration 28Q: 3 clusters Score -4839087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4839112.500000 Penalty: 5313.854980
	Iteration 29Q: 3 clusters Score -4839112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4839129.500000 Penalty: 5313.854980
	Iteration 30Q: 3 clusters Score -4839130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4839128.500000 Penalty: 5313.854980
	Iteration 31Q: 3 clusters Score -4839128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4839129.500000 Penalty: 5313.854980
	Iteration 32Q: 3 clusters Score -4839130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4839136.000000 Penalty: 5313.854980
	Iteration 33Q: 3 clusters Score -4839136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4839141.500000 Penalty: 5313.854980
	Iteration 34Q: 3 clusters Score -4839142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4839151.000000 Penalty: 5313.854980
	Iteration 35Q: 3 clusters Score -4839151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4839162.000000 Penalty: 5313.854980
	Iteration 36Q: 3 clusters Score -4839162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4839173.500000 Penalty: 5313.854980
	Iteration 37Q: 3 clusters Score -4839174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4839178.000000 Penalty: 5313.854980
	Iteration 38Q: 3 clusters Score -4839178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4839188.500000 Penalty: 5313.854980
	Iteration 39Q: 3 clusters Score -4839188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4839196.500000 Penalty: 5313.854980
	Iteration 40F: 3 clusters Score -4839196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4839199.000000 Penalty: 5313.854980
	Iteration 41Q: 3 clusters Score -4839199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4839202.500000 Penalty: 5313.854980
	Iteration 42Q: 3 clusters Score -4839202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4839205.500000 Penalty: 5313.854980
	Iteration 43Q: 3 clusters Score -4839206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4839199.000000 Penalty: 5313.854980
	Iteration 44Q: 3 clusters Score -4839199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4839203.500000 Penalty: 5313.854980
	Iteration 45Q: 3 clusters Score -4839204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4839212.000000 Penalty: 5313.854980
	Iteration 46Q: 3 clusters Score -4839212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4839202.500000 Penalty: 5313.854980
	Iteration 47Q: 3 clusters Score -4839202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4839206.000000 Penalty: 5313.854980
	Iteration 48Q: 3 clusters Score -4839206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4839201.500000 Penalty: 5313.854980
	Iteration 49Q: 3 clusters Score -4839202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4839207.000000 Penalty: 5313.854980
	Iteration 50Q: 3 clusters Score -4839207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4839201.000000 Penalty: 5313.854980
	Iteration 51Q: 3 clusters Score -4839201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4839201.000000 Penalty: 5313.854980
	Iteration 52Q: 3 clusters Score -4839201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4839201.000000 Penalty: 5313.854980
	Iteration 53F: 3 clusters Score -4839201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -476075.531250 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -476075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -471920.125000 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -471920.1 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -472875.625000 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -472875.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -473075.125000 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -473075.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -473185.843750 Penalty: 4160.445801
	Iteration 3Q: 3 clusters Score -473185.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -473274.375000 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -473274.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -473343.531250 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -473343.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -473385.281250 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -473385.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -473428.968750 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -473429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -473466.968750 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -473467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -473500.687500 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -473500.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -473531.593750 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -473531.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -473559.000000 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -473559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -473581.937500 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -473581.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -473596.437500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -473596.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -473607.312500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -473607.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -473618.156250 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -473618.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -473629.781250 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -473629.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -473637.187500 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -473637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -473644.406250 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -473644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -473650.687500 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -473650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -473655.031250 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -473655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -473658.718750 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -473658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -473660.156250 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -473660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -473661.187500 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -473661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -473661.187500 Penalty: 4160.445801
	Iteration 24F: 3 clusters Score -473661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -81523.828125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -81523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79666.226562 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -79666.23 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80018.609375 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -80018.61 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80203.296875 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -80203.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80337.726562 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -80337.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80511.140625 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -80511.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80766.734375 Penalty: 3363.404785
	Iteration 5F: 3 clusters Score -80766.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80932.578125 Penalty: 3363.404785
	Iteration 6F: 3 clusters Score -80932.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81075.781250 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -81075.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81250.914062 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -81250.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81334.664062 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -81334.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81369.367188 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -81369.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81391.937500 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -81391.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81422.085938 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -81422.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81446.875000 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -81446.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -81473.171875 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -81473.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -81484.812500 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -81484.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81487.812500 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -81487.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81487.812500 Penalty: 3363.404785
	Iteration 17F: 3 clusters Score -81487.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Entering Unmasked Estep 
Score: -11243193.000000 Penalty: 2867.267822
	Iteration 0F: 2 clusters Score -1.124319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -11172867.000000 Penalty: 5734.535645
	Iteration 0F: 3 clusters Score -1.117287e+07 nChanged 49664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -11201462.000000 Penalty: 5734.535645
	Iteration 1F: 3 clusters Score -1.120146e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -11202408.000000 Penalty: 5734.535645
	Iteration 2Q: 3 clusters Score -1.120241e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -11203508.000000 Penalty: 5734.535645
	Iteration 3Q: 3 clusters Score -1.120351e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -11204773.000000 Penalty: 5734.535645
	Iteration 4Q: 3 clusters Score -1.120477e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -11206400.000000 Penalty: 5734.535645
	Iteration 5Q: 3 clusters Score -1.12064e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -11208775.000000 Penalty: 5734.535645
	Iteration 6Q: 3 clusters Score -1.120878e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -11212262.000000 Penalty: 5734.535645
	Iteration 7F: 3 clusters Score -1.121226e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -11217104.000000 Penalty: 5734.535645
	Iteration 8F: 3 clusters Score -1.12171e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -11222330.000000 Penalty: 5734.535645
	Iteration 9F: 3 clusters Score -1.122233e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -11225967.000000 Penalty: 5734.535645
	Iteration 10F: 3 clusters Score -1.122597e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -11227906.000000 Penalty: 5734.535645
	Iteration 11Q: 3 clusters Score -1.122791e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -11228894.000000 Penalty: 5734.535645
	Iteration 12Q: 3 clusters Score -1.122889e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -11229629.000000 Penalty: 5734.535645
	Iteration 13Q: 3 clusters Score -1.122963e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -11230251.000000 Penalty: 5734.535645
	Iteration 14Q: 3 clusters Score -1.123025e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -11230921.000000 Penalty: 5734.535645
	Iteration 15Q: 3 clusters Score -1.123092e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -11231420.000000 Penalty: 5734.535645
	Iteration 16Q: 3 clusters Score -1.123142e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -11231928.000000 Penalty: 5734.535645
	Iteration 17Q: 3 clusters Score -1.123193e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -11232449.000000 Penalty: 5734.535645
	Iteration 18Q: 3 clusters Score -1.123245e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -11232995.000000 Penalty: 5734.535645
	Iteration 19Q: 3 clusters Score -1.1233e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -11233449.000000 Penalty: 5734.535645
	Iteration 20F: 3 clusters Score -1.123345e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -11233874.000000 Penalty: 5734.535645
	Iteration 21Q: 3 clusters Score -1.123387e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -11234434.000000 Penalty: 5734.535645
	Iteration 22Q: 3 clusters Score -1.123443e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -11234989.000000 Penalty: 5734.535645
	Iteration 23Q: 3 clusters Score -1.123499e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -11235470.000000 Penalty: 5734.535645
	Iteration 24Q: 3 clusters Score -1.123547e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -11235948.000000 Penalty: 5734.535645
	Iteration 25Q: 3 clusters Score -1.123595e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -11236294.000000 Penalty: 5734.535645
	Iteration 26Q: 3 clusters Score -1.123629e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -11236735.000000 Penalty: 5734.535645
	Iteration 27Q: 3 clusters Score -1.123674e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -11237088.000000 Penalty: 5734.535645
	Iteration 28Q: 3 clusters Score -1.123709e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -11237405.000000 Penalty: 5734.535645
	Iteration 29Q: 3 clusters Score -1.12374e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -11237723.000000 Penalty: 5734.535645
	Iteration 30Q: 3 clusters Score -1.123772e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -11238029.000000 Penalty: 5734.535645
	Iteration 31Q: 3 clusters Score -1.123803e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -11238300.000000 Penalty: 5734.535645
	Iteration 32Q: 3 clusters Score -1.12383e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -11238602.000000 Penalty: 5734.535645
	Iteration 33Q: 3 clusters Score -1.12386e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -11238828.000000 Penalty: 5734.535645
	Iteration 34Q: 3 clusters Score -1.123883e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -11239056.000000 Penalty: 5734.535645
	Iteration 35Q: 3 clusters Score -1.123906e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -11239315.000000 Penalty: 5734.535645
	Iteration 36Q: 3 clusters Score -1.123932e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -11239525.000000 Penalty: 5734.535645
	Iteration 37Q: 3 clusters Score -1.123952e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -11239677.000000 Penalty: 5734.535645
	Iteration 38Q: 3 clusters Score -1.123968e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -11239820.000000 Penalty: 5734.535645
	Iteration 39Q: 3 clusters Score -1.123982e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -11239963.000000 Penalty: 5734.535645
	Iteration 40F: 3 clusters Score -1.123996e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -11240048.000000 Penalty: 5734.535645
	Iteration 41Q: 3 clusters Score -1.124005e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -11240132.000000 Penalty: 5734.535645
	Iteration 42Q: 3 clusters Score -1.124013e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -11240261.000000 Penalty: 5734.535645
	Iteration 43Q: 3 clusters Score -1.124026e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -11240324.000000 Penalty: 5734.535645
	Iteration 44Q: 3 clusters Score -1.124032e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -11240354.000000 Penalty: 5734.535645
	Iteration 45Q: 3 clusters Score -1.124035e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -11240405.000000 Penalty: 5734.535645
	Iteration 46Q: 3 clusters Score -1.12404e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -11240437.000000 Penalty: 5734.535645
	Iteration 47Q: 3 clusters Score -1.124044e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -11240488.000000 Penalty: 5734.535645
	Iteration 48Q: 3 clusters Score -1.124049e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -11240502.000000 Penalty: 5734.535645
	Iteration 49Q: 3 clusters Score -1.12405e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -11240565.000000 Penalty: 5734.535645
	Iteration 50Q: 3 clusters Score -1.124056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -11240571.000000 Penalty: 5734.535645
	Iteration 51Q: 3 clusters Score -1.124057e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -11240559.000000 Penalty: 5734.535645
	Iteration 52Q: 3 clusters Score -1.124056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 103307 members 
Entering Unmasked Estep 
Score: -11240573.000000 Penalty: 5734.535645
	Iteration 53Q: 3 clusters Score -1.124057e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -11240606.000000 Penalty: 5734.535645
	Iteration 54Q: 3 clusters Score -1.124061e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -11240644.000000 Penalty: 5734.535645
	Iteration 55Q: 3 clusters Score -1.124064e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -11240646.000000 Penalty: 5734.535645
	Iteration 56Q: 3 clusters Score -1.124065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -11240666.000000 Penalty: 5734.535645
	Iteration 57Q: 3 clusters Score -1.124067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -11240672.000000 Penalty: 5734.535645
	Iteration 58Q: 3 clusters Score -1.124067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -11240684.000000 Penalty: 5734.535645
	Iteration 59Q: 3 clusters Score -1.124068e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
Score: -11240711.000000 Penalty: 5734.535645
	Iteration 60F: 3 clusters Score -1.124071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
Score: -11240718.000000 Penalty: 5734.535645
	Iteration 61Q: 3 clusters Score -1.124072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -11240733.000000 Penalty: 5734.535645
	Iteration 62Q: 3 clusters Score -1.124073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -11240747.000000 Penalty: 5734.535645
	Iteration 63Q: 3 clusters Score -1.124075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -11240740.000000 Penalty: 5734.535645
	Iteration 64Q: 3 clusters Score -1.124074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
Score: -11240748.000000 Penalty: 5734.535645
	Iteration 65Q: 3 clusters Score -1.124075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 103765 members 
Entering Unmasked Estep 
Score: -11240758.000000 Penalty: 5734.535645
	Iteration 66Q: 3 clusters Score -1.124076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -11240764.000000 Penalty: 5734.535645
	Iteration 67Q: 3 clusters Score -1.124076e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -11240776.000000 Penalty: 5734.535645
	Iteration 68Q: 3 clusters Score -1.124078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -11240789.000000 Penalty: 5734.535645
	Iteration 69Q: 3 clusters Score -1.124079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -11240782.000000 Penalty: 5734.535645
	Iteration 70Q: 3 clusters Score -1.124078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -11240788.000000 Penalty: 5734.535645
	Iteration 71Q: 3 clusters Score -1.124079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -11240779.000000 Penalty: 5734.535645
	Iteration 72Q: 3 clusters Score -1.124078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -11240786.000000 Penalty: 5734.535645
	Iteration 73Q: 3 clusters Score -1.124079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -11240791.000000 Penalty: 5734.535645
	Iteration 74Q: 3 clusters Score -1.124079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -11240794.000000 Penalty: 5734.535645
	Iteration 75Q: 3 clusters Score -1.124079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -11240793.000000 Penalty: 5734.535645
	Iteration 76Q: 3 clusters Score -1.124079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -11240796.000000 Penalty: 5734.535645
	Iteration 77Q: 3 clusters Score -1.12408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -11240794.000000 Penalty: 5734.535645
	Iteration 78Q: 3 clusters Score -1.124079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 103883 members 
Entering Unmasked Estep 
Score: -11240800.000000 Penalty: 5734.535645
	Iteration 79Q: 3 clusters Score -1.12408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -11240807.000000 Penalty: 5734.535645
	Iteration 80F: 3 clusters Score -1.124081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -11240807.000000 Penalty: 5734.535645
	Iteration 81Q: 3 clusters Score -1.124081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -11240807.000000 Penalty: 5734.535645
	Iteration 82Q: 3 clusters Score -1.124081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -11240803.000000 Penalty: 5734.535645
	Iteration 83Q: 3 clusters Score -1.12408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -11240815.000000 Penalty: 5734.535645
	Iteration 84Q: 3 clusters Score -1.124082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -11240812.000000 Penalty: 5734.535645
	Iteration 85Q: 3 clusters Score -1.124081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -11240799.000000 Penalty: 5734.535645
	Iteration 86Q: 3 clusters Score -1.12408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -11240807.000000 Penalty: 5734.535645
	Iteration 87Q: 3 clusters Score -1.124081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -11240830.000000 Penalty: 5734.535645
	Iteration 88Q: 3 clusters Score -1.124083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -11240832.000000 Penalty: 5734.535645
	Iteration 89Q: 3 clusters Score -1.124083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -11240836.000000 Penalty: 5734.535645
	Iteration 90Q: 3 clusters Score -1.124084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -11240824.000000 Penalty: 5734.535645
	Iteration 91Q: 3 clusters Score -1.124082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -11240827.000000 Penalty: 5734.535645
	Iteration 92Q: 3 clusters Score -1.124083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -11240820.000000 Penalty: 5734.535645
	Iteration 93Q: 3 clusters Score -1.124082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 103952 members 
Entering Unmasked Estep 
Score: -11240822.000000 Penalty: 5734.535645
	Iteration 94Q: 3 clusters Score -1.124082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -11240828.000000 Penalty: 5734.535645
	Iteration 95Q: 3 clusters Score -1.124083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -11240827.000000 Penalty: 5734.535645
	Iteration 96Q: 3 clusters Score -1.124083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -11240824.000000 Penalty: 5734.535645
	Iteration 97Q: 3 clusters Score -1.124082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -11240829.000000 Penalty: 5734.535645
	Iteration 98Q: 3 clusters Score -1.124083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -11240831.000000 Penalty: 5734.535645
	Iteration 99Q: 3 clusters Score -1.124083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -11240832.000000 Penalty: 5734.535645
	Iteration 100F: 3 clusters Score -1.124083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -11240846.000000 Penalty: 5734.535645
	Iteration 101Q: 3 clusters Score -1.124085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -11240851.000000 Penalty: 5734.535645
	Iteration 102Q: 3 clusters Score -1.124085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -11240843.000000 Penalty: 5734.535645
	Iteration 103Q: 3 clusters Score -1.124084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -11240851.000000 Penalty: 5734.535645
	Iteration 104Q: 3 clusters Score -1.124085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -11240867.000000 Penalty: 5734.535645
	Iteration 105Q: 3 clusters Score -1.124087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -11240859.000000 Penalty: 5734.535645
	Iteration 106Q: 3 clusters Score -1.124086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -11240860.000000 Penalty: 5734.535645
	Iteration 107Q: 3 clusters Score -1.124086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -11240854.000000 Penalty: 5734.535645
	Iteration 108Q: 3 clusters Score -1.124085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -11240852.000000 Penalty: 5734.535645
	Iteration 109Q: 3 clusters Score -1.124085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -11240856.000000 Penalty: 5734.535645
	Iteration 110Q: 3 clusters Score -1.124086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -11240855.000000 Penalty: 5734.535645
	Iteration 111Q: 3 clusters Score -1.124086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -11240855.000000 Penalty: 5734.535645
	Iteration 112F: 3 clusters Score -1.124086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (339492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339492 members 
Entering Unmasked Estep 
Score: -35929076.000000 Penalty: 3158.331055
	Iteration 0F: 2 clusters Score -3.592908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -35710360.000000 Penalty: 6316.662109
	Iteration 0F: 3 clusters Score -3.571036e+07 nChanged 164457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -35809300.000000 Penalty: 6316.662109
	Iteration 1F: 3 clusters Score -3.58093e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147238 members 
Mstep: Class 2 contains 192254 members 
Entering Unmasked Estep 
Score: -35812480.000000 Penalty: 6316.662109
	Iteration 2Q: 3 clusters Score -3.581248e+07 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 204919 members 
Entering Unmasked Estep 
Score: -35818716.000000 Penalty: 6316.662109
	Iteration 3Q: 3 clusters Score -3.581872e+07 nChanged 19032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116033 members 
Mstep: Class 2 contains 223459 members 
Entering Unmasked Estep 
Score: -35830864.000000 Penalty: 6316.662109
	Iteration 4F: 3 clusters Score -3.583086e+07 nChanged 24093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 247360 members 
Entering Unmasked Estep 
Score: -35850852.000000 Penalty: 6316.662109
	Iteration 5F: 3 clusters Score -3.585085e+07 nChanged 25749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 272915 members 
Entering Unmasked Estep 
Score: -35874640.000000 Penalty: 6316.662109
	Iteration 6F: 3 clusters Score -3.587464e+07 nChanged 22522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 295253 members 
Entering Unmasked Estep 
Score: -35895336.000000 Penalty: 6316.662109
	Iteration 7F: 3 clusters Score -3.589534e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 311537 members 
Entering Unmasked Estep 
Score: -35909664.000000 Penalty: 6316.662109
	Iteration 8Q: 3 clusters Score -3.590966e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 322365 members 
Entering Unmasked Estep 
Score: -35918064.000000 Penalty: 6316.662109
	Iteration 9Q: 3 clusters Score -3.591806e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 329040 members 
Entering Unmasked Estep 
Score: -35921848.000000 Penalty: 6316.662109
	Iteration 10Q: 3 clusters Score -3.592185e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 332910 members 
Entering Unmasked Estep 
Score: -35923852.000000 Penalty: 6316.662109
	Iteration 11Q: 3 clusters Score -3.592385e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 335180 members 
Entering Unmasked Estep 
Score: -35924784.000000 Penalty: 6316.662109
	Iteration 12Q: 3 clusters Score -3.592478e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 336470 members 
Entering Unmasked Estep 
Score: -35925376.000000 Penalty: 6316.662109
	Iteration 13Q: 3 clusters Score -3.592538e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 337228 members 
Entering Unmasked Estep 
Score: -35925776.000000 Penalty: 6316.662109
	Iteration 14Q: 3 clusters Score -3.592578e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 337696 members 
Entering Unmasked Estep 
Score: -35926040.000000 Penalty: 6316.662109
	Iteration 15Q: 3 clusters Score -3.592604e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 337972 members 
Entering Unmasked Estep 
Score: -35926072.000000 Penalty: 6316.662109
	Iteration 16Q: 3 clusters Score -3.592607e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 338150 members 
Entering Unmasked Estep 
Score: -35926228.000000 Penalty: 6316.662109
	Iteration 17Q: 3 clusters Score -3.592623e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 338263 members 
Entering Unmasked Estep 
Score: -35926292.000000 Penalty: 6316.662109
	Iteration 18Q: 3 clusters Score -3.592629e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 338336 members 
Entering Unmasked Estep 
Score: -35926412.000000 Penalty: 6316.662109
	Iteration 19Q: 3 clusters Score -3.592641e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 338390 members 
Entering Unmasked Estep 
Score: -35926412.000000 Penalty: 6316.662109
	Iteration 20F: 3 clusters Score -3.592641e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 338434 members 
Entering Unmasked Estep 
Score: -35926420.000000 Penalty: 6316.662109
	Iteration 21Q: 3 clusters Score -3.592642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 338465 members 
Entering Unmasked Estep 
Score: -35926464.000000 Penalty: 6316.662109
	Iteration 22Q: 3 clusters Score -3.592646e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 338492 members 
Entering Unmasked Estep 
Score: -35926488.000000 Penalty: 6316.662109
	Iteration 23Q: 3 clusters Score -3.592649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 338514 members 
Entering Unmasked Estep 
Score: -35926496.000000 Penalty: 6316.662109
	Iteration 24Q: 3 clusters Score -3.59265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 338532 members 
Entering Unmasked Estep 
Score: -35926544.000000 Penalty: 6316.662109
	Iteration 25Q: 3 clusters Score -3.592654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 338545 members 
Entering Unmasked Estep 
Score: -35926524.000000 Penalty: 6316.662109
	Iteration 26Q: 3 clusters Score -3.592652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 338557 members 
Entering Unmasked Estep 
Score: -35926516.000000 Penalty: 6316.662109
	Iteration 27Q: 3 clusters Score -3.592652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 338565 members 
Entering Unmasked Estep 
Score: -35926528.000000 Penalty: 6316.662109
	Iteration 28Q: 3 clusters Score -3.592653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 338574 members 
Entering Unmasked Estep 
Score: -35926504.000000 Penalty: 6316.662109
	Iteration 29Q: 3 clusters Score -3.59265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 338581 members 
Entering Unmasked Estep 
Score: -35926528.000000 Penalty: 6316.662109
	Iteration 30Q: 3 clusters Score -3.592653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 338584 members 
Entering Unmasked Estep 
Score: -35926532.000000 Penalty: 6316.662109
	Iteration 31Q: 3 clusters Score -3.592653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 338586 members 
Entering Unmasked Estep 
Score: -35926536.000000 Penalty: 6316.662109
	Iteration 32Q: 3 clusters Score -3.592654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 338587 members 
Entering Unmasked Estep 
Score: -35926540.000000 Penalty: 6316.662109
	Iteration 33Q: 3 clusters Score -3.592654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 338588 members 
Entering Unmasked Estep 
Score: -35926560.000000 Penalty: 6316.662109
	Iteration 34Q: 3 clusters Score -3.592656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 338587 members 
Entering Unmasked Estep 
Score: -35926540.000000 Penalty: 6316.662109
	Iteration 35Q: 3 clusters Score -3.592654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 338588 members 
Entering Unmasked Estep 
Score: -35926528.000000 Penalty: 6316.662109
	Iteration 36Q: 3 clusters Score -3.592653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 338590 members 
Entering Unmasked Estep 
Score: -35926532.000000 Penalty: 6316.662109
	Iteration 37Q: 3 clusters Score -3.592653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 338594 members 
Entering Unmasked Estep 
Score: -35926528.000000 Penalty: 6316.662109
	Iteration 38Q: 3 clusters Score -3.592653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 338595 members 
Entering Unmasked Estep 
Score: -35926532.000000 Penalty: 6316.662109
	Iteration 39Q: 3 clusters Score -3.592653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 338599 members 
Entering Unmasked Estep 
Score: -35926548.000000 Penalty: 6316.662109
	Iteration 40F: 3 clusters Score -3.592655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 338603 members 
Entering Unmasked Estep 
Score: -35926536.000000 Penalty: 6316.662109
	Iteration 41Q: 3 clusters Score -3.592654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 338603 members 
Entering Unmasked Estep 
Score: -35926540.000000 Penalty: 6316.662109
	Iteration 42Q: 3 clusters Score -3.592654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 338601 members 
Entering Unmasked Estep 
Score: -35926560.000000 Penalty: 6316.662109
	Iteration 43Q: 3 clusters Score -3.592656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 338603 members 
Entering Unmasked Estep 
Score: -35926572.000000 Penalty: 6316.662109
	Iteration 44Q: 3 clusters Score -3.592657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 338601 members 
Entering Unmasked Estep 
Score: -35926584.000000 Penalty: 6316.662109
	Iteration 45Q: 3 clusters Score -3.592658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 338599 members 
Entering Unmasked Estep 
Score: -35926564.000000 Penalty: 6316.662109
	Iteration 46Q: 3 clusters Score -3.592656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 338599 members 
Entering Unmasked Estep 
Score: -35926564.000000 Penalty: 6316.662109
	Iteration 47Q: 3 clusters Score -3.592656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 338596 members 
Entering Unmasked Estep 
Score: -35926564.000000 Penalty: 6316.662109
	Iteration 48Q: 3 clusters Score -3.592656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 338595 members 
Entering Unmasked Estep 
Score: -35926580.000000 Penalty: 6316.662109
	Iteration 49Q: 3 clusters Score -3.592658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 338594 members 
Entering Unmasked Estep 
Score: -35926572.000000 Penalty: 6316.662109
	Iteration 50Q: 3 clusters Score -3.592657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 338593 members 
Entering Unmasked Estep 
Score: -35926568.000000 Penalty: 6316.662109
	Iteration 51Q: 3 clusters Score -3.592657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 338592 members 
Entering Unmasked Estep 
Score: -35926572.000000 Penalty: 6316.662109
	Iteration 52Q: 3 clusters Score -3.592657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 338593 members 
Entering Unmasked Estep 
Score: -35926580.000000 Penalty: 6316.662109
	Iteration 53Q: 3 clusters Score -3.592658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 338595 members 
Entering Unmasked Estep 
Score: -35926564.000000 Penalty: 6316.662109
	Iteration 54Q: 3 clusters Score -3.592656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 338596 members 
Entering Unmasked Estep 
Score: -35926560.000000 Penalty: 6316.662109
	Iteration 55Q: 3 clusters Score -3.592656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 338596 members 
Entering Unmasked Estep 
Score: -35926552.000000 Penalty: 6316.662109
	Iteration 56Q: 3 clusters Score -3.592655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 338600 members 
Entering Unmasked Estep 
Score: -35926552.000000 Penalty: 6316.662109
	Iteration 57Q: 3 clusters Score -3.592655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 338602 members 
Entering Unmasked Estep 
Score: -35926560.000000 Penalty: 6316.662109
	Iteration 58Q: 3 clusters Score -3.592656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 338608 members 
Entering Unmasked Estep 
Score: -35926556.000000 Penalty: 6316.662109
	Iteration 59Q: 3 clusters Score -3.592656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 338615 members 
Entering Unmasked Estep 
Score: -35926576.000000 Penalty: 6316.662109
	Iteration 60F: 3 clusters Score -3.592658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 338619 members 
Entering Unmasked Estep 
Score: -35926588.000000 Penalty: 6316.662109
	Iteration 61Q: 3 clusters Score -3.592659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 338622 members 
Entering Unmasked Estep 
Score: -35926580.000000 Penalty: 6316.662109
	Iteration 62Q: 3 clusters Score -3.592658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 338623 members 
Entering Unmasked Estep 
Score: -35926584.000000 Penalty: 6316.662109
	Iteration 63Q: 3 clusters Score -3.592658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 338626 members 
Entering Unmasked Estep 
Score: -35926580.000000 Penalty: 6316.662109
	Iteration 64Q: 3 clusters Score -3.592658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 338628 members 
Entering Unmasked Estep 
Score: -35926584.000000 Penalty: 6316.662109
	Iteration 65Q: 3 clusters Score -3.592658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 338629 members 
Entering Unmasked Estep 
Score: -35926580.000000 Penalty: 6316.662109
	Iteration 66Q: 3 clusters Score -3.592658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 338629 members 
Entering Unmasked Estep 
Score: -35926560.000000 Penalty: 6316.662109
	Iteration 67Q: 3 clusters Score -3.592656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 338628 members 
Entering Unmasked Estep 
Score: -35926572.000000 Penalty: 6316.662109
	Iteration 68Q: 3 clusters Score -3.592657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 338628 members 
Entering Unmasked Estep 
Score: -35926572.000000 Penalty: 6316.662109
	Iteration 69F: 3 clusters Score -3.592657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Entering Unmasked Estep 
Score: -9064864.000000 Penalty: 2823.189941
	Iteration 0F: 2 clusters Score -9064864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -9006024.000000 Penalty: 5646.379883
	Iteration 0F: 3 clusters Score -9006024 nChanged 41317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -9029344.000000 Penalty: 5646.379883
	Iteration 1F: 3 clusters Score -9029344 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9029862.000000 Penalty: 5646.379883
	Iteration 2Q: 3 clusters Score -9029862 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -9030355.000000 Penalty: 5646.379883
	Iteration 3Q: 3 clusters Score -9030355 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -9030794.000000 Penalty: 5646.379883
	Iteration 4Q: 3 clusters Score -9030794 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -9031332.000000 Penalty: 5646.379883
	Iteration 5Q: 3 clusters Score -9031332 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -9031827.000000 Penalty: 5646.379883
	Iteration 6Q: 3 clusters Score -9031827 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -9032349.000000 Penalty: 5646.379883
	Iteration 7Q: 3 clusters Score -9032349 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -9032896.000000 Penalty: 5646.379883
	Iteration 8Q: 3 clusters Score -9032896 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -9033672.000000 Penalty: 5646.379883
	Iteration 9Q: 3 clusters Score -9033672 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -9034528.000000 Penalty: 5646.379883
	Iteration 10Q: 3 clusters Score -9034528 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -9035501.000000 Penalty: 5646.379883
	Iteration 11Q: 3 clusters Score -9035501 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -9036869.000000 Penalty: 5646.379883
	Iteration 12Q: 3 clusters Score -9036869 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -9038812.000000 Penalty: 5646.379883
	Iteration 13Q: 3 clusters Score -9038812 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -9041404.000000 Penalty: 5646.379883
	Iteration 14Q: 3 clusters Score -9041404 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -9044400.000000 Penalty: 5646.379883
	Iteration 15Q: 3 clusters Score -9044400 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -9047323.000000 Penalty: 5646.379883
	Iteration 16Q: 3 clusters Score -9047323 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -9049502.000000 Penalty: 5646.379883
	Iteration 17Q: 3 clusters Score -9049502 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -9050917.000000 Penalty: 5646.379883
	Iteration 18Q: 3 clusters Score -9050917 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -9051837.000000 Penalty: 5646.379883
	Iteration 19Q: 3 clusters Score -9051837 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -9052745.000000 Penalty: 5646.379883
	Iteration 20F: 3 clusters Score -9052745 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -9053778.000000 Penalty: 5646.379883
	Iteration 21Q: 3 clusters Score -9053778 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -9054819.000000 Penalty: 5646.379883
	Iteration 22Q: 3 clusters Score -9054819 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -9055768.000000 Penalty: 5646.379883
	Iteration 23Q: 3 clusters Score -9055768 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -9056694.000000 Penalty: 5646.379883
	Iteration 24Q: 3 clusters Score -9056694 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -9057768.000000 Penalty: 5646.379883
	Iteration 25Q: 3 clusters Score -9057768 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -9058690.000000 Penalty: 5646.379883
	Iteration 26Q: 3 clusters Score -9058690 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -9059495.000000 Penalty: 5646.379883
	Iteration 27Q: 3 clusters Score -9059495 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -9060197.000000 Penalty: 5646.379883
	Iteration 28Q: 3 clusters Score -9060197 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 84514 members 
Entering Unmasked Estep 
Score: -9060760.000000 Penalty: 5646.379883
	Iteration 29Q: 3 clusters Score -9060760 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -9061163.000000 Penalty: 5646.379883
	Iteration 30Q: 3 clusters Score -9061163 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -9061435.000000 Penalty: 5646.379883
	Iteration 31Q: 3 clusters Score -9061435 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -9061647.000000 Penalty: 5646.379883
	Iteration 32Q: 3 clusters Score -9061647 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -9061800.000000 Penalty: 5646.379883
	Iteration 33Q: 3 clusters Score -9061800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -9061920.000000 Penalty: 5646.379883
	Iteration 34Q: 3 clusters Score -9061920 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -9062003.000000 Penalty: 5646.379883
	Iteration 35Q: 3 clusters Score -9062003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -9062088.000000 Penalty: 5646.379883
	Iteration 36Q: 3 clusters Score -9062088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -9062140.000000 Penalty: 5646.379883
	Iteration 37Q: 3 clusters Score -9062140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -9062177.000000 Penalty: 5646.379883
	Iteration 38Q: 3 clusters Score -9062177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -9062214.000000 Penalty: 5646.379883
	Iteration 39Q: 3 clusters Score -9062214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -9062229.000000 Penalty: 5646.379883
	Iteration 40F: 3 clusters Score -9062229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -9062277.000000 Penalty: 5646.379883
	Iteration 41Q: 3 clusters Score -9062277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -9062274.000000 Penalty: 5646.379883
	Iteration 42Q: 3 clusters Score -9062274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -9062288.000000 Penalty: 5646.379883
	Iteration 43Q: 3 clusters Score -9062288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -9062289.000000 Penalty: 5646.379883
	Iteration 44Q: 3 clusters Score -9062289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -9062297.000000 Penalty: 5646.379883
	Iteration 45Q: 3 clusters Score -9062297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -9062301.000000 Penalty: 5646.379883
	Iteration 46Q: 3 clusters Score -9062301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -9062296.000000 Penalty: 5646.379883
	Iteration 47Q: 3 clusters Score -9062296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -9062307.000000 Penalty: 5646.379883
	Iteration 48Q: 3 clusters Score -9062307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -9062303.000000 Penalty: 5646.379883
	Iteration 49Q: 3 clusters Score -9062303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -9062318.000000 Penalty: 5646.379883
	Iteration 50Q: 3 clusters Score -9062318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -9062318.000000 Penalty: 5646.379883
	Iteration 51Q: 3 clusters Score -9062318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -9062320.000000 Penalty: 5646.379883
	Iteration 52Q: 3 clusters Score -9062320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -9062319.000000 Penalty: 5646.379883
	Iteration 53Q: 3 clusters Score -9062319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -9062318.000000 Penalty: 5646.379883
	Iteration 54Q: 3 clusters Score -9062318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -9062321.000000 Penalty: 5646.379883
	Iteration 55Q: 3 clusters Score -9062321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -9062317.000000 Penalty: 5646.379883
	Iteration 56Q: 3 clusters Score -9062317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -9062318.000000 Penalty: 5646.379883
	Iteration 57Q: 3 clusters Score -9062318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -9062337.000000 Penalty: 5646.379883
	Iteration 58Q: 3 clusters Score -9062337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -9062340.000000 Penalty: 5646.379883
	Iteration 59Q: 3 clusters Score -9062340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -9062352.000000 Penalty: 5646.379883
	Iteration 60F: 3 clusters Score -9062352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -9062367.000000 Penalty: 5646.379883
	Iteration 61Q: 3 clusters Score -9062367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -9062372.000000 Penalty: 5646.379883
	Iteration 62Q: 3 clusters Score -9062372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -9062378.000000 Penalty: 5646.379883
	Iteration 63Q: 3 clusters Score -9062378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -9062378.000000 Penalty: 5646.379883
	Iteration 64Q: 3 clusters Score -9062378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -9062391.000000 Penalty: 5646.379883
	Iteration 65Q: 3 clusters Score -9062391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -9062392.000000 Penalty: 5646.379883
	Iteration 66Q: 3 clusters Score -9062392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -9062387.000000 Penalty: 5646.379883
	Iteration 67Q: 3 clusters Score -9062387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -9062386.000000 Penalty: 5646.379883
	Iteration 68Q: 3 clusters Score -9062386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -9062386.000000 Penalty: 5646.379883
	Iteration 69F: 3 clusters Score -9062386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Entering Unmasked Estep 
Score: -3317034.250000 Penalty: 2562.655273
	Iteration 0F: 2 clusters Score -3317034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3296003.750000 Penalty: 5125.310547
	Iteration 0F: 3 clusters Score -3296004 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3303611.000000 Penalty: 5125.310547
	Iteration 1F: 3 clusters Score -3303611 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3304268.250000 Penalty: 5125.310547
	Iteration 2F: 3 clusters Score -3304268 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3304982.250000 Penalty: 5125.310547
	Iteration 3Q: 3 clusters Score -3304982 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3305696.250000 Penalty: 5125.310547
	Iteration 4Q: 3 clusters Score -3305696 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3306424.500000 Penalty: 5125.310547
	Iteration 5Q: 3 clusters Score -3306424 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3307171.750000 Penalty: 5125.310547
	Iteration 6Q: 3 clusters Score -3307172 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3307937.750000 Penalty: 5125.310547
	Iteration 7Q: 3 clusters Score -3307938 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3308675.000000 Penalty: 5125.310547
	Iteration 8Q: 3 clusters Score -3308675 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3309407.000000 Penalty: 5125.310547
	Iteration 9Q: 3 clusters Score -3309407 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3310127.000000 Penalty: 5125.310547
	Iteration 10Q: 3 clusters Score -3310127 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3310749.500000 Penalty: 5125.310547
	Iteration 11Q: 3 clusters Score -3310750 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3311292.250000 Penalty: 5125.310547
	Iteration 12Q: 3 clusters Score -3311292 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3311765.500000 Penalty: 5125.310547
	Iteration 13Q: 3 clusters Score -3311766 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3312147.250000 Penalty: 5125.310547
	Iteration 14Q: 3 clusters Score -3312147 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3312470.750000 Penalty: 5125.310547
	Iteration 15Q: 3 clusters Score -3312471 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3312732.250000 Penalty: 5125.310547
	Iteration 16Q: 3 clusters Score -3312732 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3312988.500000 Penalty: 5125.310547
	Iteration 17Q: 3 clusters Score -3312988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3313213.000000 Penalty: 5125.310547
	Iteration 18Q: 3 clusters Score -3313213 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3313415.000000 Penalty: 5125.310547
	Iteration 19Q: 3 clusters Score -3313415 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3313576.500000 Penalty: 5125.310547
	Iteration 20F: 3 clusters Score -3313576 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3313728.250000 Penalty: 5125.310547
	Iteration 21Q: 3 clusters Score -3313728 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3313846.500000 Penalty: 5125.310547
	Iteration 22Q: 3 clusters Score -3313846 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3313960.250000 Penalty: 5125.310547
	Iteration 23Q: 3 clusters Score -3313960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3314069.500000 Penalty: 5125.310547
	Iteration 24Q: 3 clusters Score -3314070 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3314177.250000 Penalty: 5125.310547
	Iteration 25Q: 3 clusters Score -3314177 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3314256.250000 Penalty: 5125.310547
	Iteration 26Q: 3 clusters Score -3314256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3314341.250000 Penalty: 5125.310547
	Iteration 27Q: 3 clusters Score -3314341 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3314427.000000 Penalty: 5125.310547
	Iteration 28Q: 3 clusters Score -3314427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3314501.750000 Penalty: 5125.310547
	Iteration 29Q: 3 clusters Score -3314502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3314556.750000 Penalty: 5125.310547
	Iteration 30Q: 3 clusters Score -3314557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3314602.500000 Penalty: 5125.310547
	Iteration 31Q: 3 clusters Score -3314602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3314636.500000 Penalty: 5125.310547
	Iteration 32Q: 3 clusters Score -3314636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3314665.000000 Penalty: 5125.310547
	Iteration 33Q: 3 clusters Score -3314665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3314694.500000 Penalty: 5125.310547
	Iteration 34Q: 3 clusters Score -3314694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3314711.500000 Penalty: 5125.310547
	Iteration 35Q: 3 clusters Score -3314712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3314729.250000 Penalty: 5125.310547
	Iteration 36Q: 3 clusters Score -3314729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3314745.750000 Penalty: 5125.310547
	Iteration 37Q: 3 clusters Score -3314746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3314758.750000 Penalty: 5125.310547
	Iteration 38Q: 3 clusters Score -3314759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3314756.250000 Penalty: 5125.310547
	Iteration 39Q: 3 clusters Score -3314756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3314764.750000 Penalty: 5125.310547
	Iteration 40F: 3 clusters Score -3314765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3314766.500000 Penalty: 5125.310547
	Iteration 41Q: 3 clusters Score -3314766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3314770.750000 Penalty: 5125.310547
	Iteration 42Q: 3 clusters Score -3314771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3314770.750000 Penalty: 5125.310547
	Iteration 43Q: 3 clusters Score -3314771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3314776.000000 Penalty: 5125.310547
	Iteration 44Q: 3 clusters Score -3314776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3314780.500000 Penalty: 5125.310547
	Iteration 45Q: 3 clusters Score -3314780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3314782.250000 Penalty: 5125.310547
	Iteration 46Q: 3 clusters Score -3314782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3314782.000000 Penalty: 5125.310547
	Iteration 47Q: 3 clusters Score -3314782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3314785.750000 Penalty: 5125.310547
	Iteration 48Q: 3 clusters Score -3314786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3314787.750000 Penalty: 5125.310547
	Iteration 49Q: 3 clusters Score -3314788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3314788.000000 Penalty: 5125.310547
	Iteration 50Q: 3 clusters Score -3314788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3314789.000000 Penalty: 5125.310547
	Iteration 51Q: 3 clusters Score -3314789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3314789.250000 Penalty: 5125.310547
	Iteration 52Q: 3 clusters Score -3314789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3314789.750000 Penalty: 5125.310547
	Iteration 53Q: 3 clusters Score -3314790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3314791.250000 Penalty: 5125.310547
	Iteration 54Q: 3 clusters Score -3314791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3314791.750000 Penalty: 5125.310547
	Iteration 55Q: 3 clusters Score -3314792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3314791.750000 Penalty: 5125.310547
	Iteration 56Q: 3 clusters Score -3314792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3314793.250000 Penalty: 5125.310547
	Iteration 57Q: 3 clusters Score -3314793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3314797.750000 Penalty: 5125.310547
	Iteration 58Q: 3 clusters Score -3314798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3314797.000000 Penalty: 5125.310547
	Iteration 59Q: 3 clusters Score -3314797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3314798.750000 Penalty: 5125.310547
	Iteration 60F: 3 clusters Score -3314799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3314800.000000 Penalty: 5125.310547
	Iteration 61Q: 3 clusters Score -3314800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3314803.250000 Penalty: 5125.310547
	Iteration 62Q: 3 clusters Score -3314803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3314807.250000 Penalty: 5125.310547
	Iteration 63Q: 3 clusters Score -3314807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3314807.250000 Penalty: 5125.310547
	Iteration 64F: 3 clusters Score -3314807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -1067415.750000 Penalty: 2299.502686
	Iteration 0F: 2 clusters Score -1067416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1059348.625000 Penalty: 4599.005371
	Iteration 0F: 3 clusters Score -1059349 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1061629.750000 Penalty: 4599.005371
	Iteration 1F: 3 clusters Score -1061630 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1062050.625000 Penalty: 4599.005371
	Iteration 2F: 3 clusters Score -1062051 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1062568.000000 Penalty: 4599.005371
	Iteration 3F: 3 clusters Score -1062568 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1063272.125000 Penalty: 4599.005371
	Iteration 4F: 3 clusters Score -1063272 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1064002.500000 Penalty: 4599.005371
	Iteration 5F: 3 clusters Score -1064002 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1064727.625000 Penalty: 4599.005371
	Iteration 6F: 3 clusters Score -1064728 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1065352.625000 Penalty: 4599.005371
	Iteration 7F: 3 clusters Score -1065353 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1065804.750000 Penalty: 4599.005371
	Iteration 8F: 3 clusters Score -1065805 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1066064.500000 Penalty: 4599.005371
	Iteration 9Q: 3 clusters Score -1066064 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1066230.000000 Penalty: 4599.005371
	Iteration 10Q: 3 clusters Score -1066230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1066329.625000 Penalty: 4599.005371
	Iteration 11Q: 3 clusters Score -1066330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1066391.375000 Penalty: 4599.005371
	Iteration 12Q: 3 clusters Score -1066391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1066425.500000 Penalty: 4599.005371
	Iteration 13Q: 3 clusters Score -1066426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1066456.750000 Penalty: 4599.005371
	Iteration 14Q: 3 clusters Score -1066457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1066475.375000 Penalty: 4599.005371
	Iteration 15Q: 3 clusters Score -1066475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1066496.875000 Penalty: 4599.005371
	Iteration 16Q: 3 clusters Score -1066497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1066514.875000 Penalty: 4599.005371
	Iteration 17Q: 3 clusters Score -1066515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1066528.375000 Penalty: 4599.005371
	Iteration 18Q: 3 clusters Score -1066528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1066536.500000 Penalty: 4599.005371
	Iteration 19Q: 3 clusters Score -1066536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1066546.000000 Penalty: 4599.005371
	Iteration 20F: 3 clusters Score -1066546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1066557.375000 Penalty: 4599.005371
	Iteration 21Q: 3 clusters Score -1066557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1066564.875000 Penalty: 4599.005371
	Iteration 22Q: 3 clusters Score -1066565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1066566.250000 Penalty: 4599.005371
	Iteration 23Q: 3 clusters Score -1066566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1066564.625000 Penalty: 4599.005371
	Iteration 24Q: 3 clusters Score -1066565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1066566.125000 Penalty: 4599.005371
	Iteration 25Q: 3 clusters Score -1066566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1066569.000000 Penalty: 4599.005371
	Iteration 26Q: 3 clusters Score -1066569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1066572.125000 Penalty: 4599.005371
	Iteration 27Q: 3 clusters Score -1066572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1066575.625000 Penalty: 4599.005371
	Iteration 28Q: 3 clusters Score -1066576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1066578.875000 Penalty: 4599.005371
	Iteration 29Q: 3 clusters Score -1066579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1066583.250000 Penalty: 4599.005371
	Iteration 30Q: 3 clusters Score -1066583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1066587.000000 Penalty: 4599.005371
	Iteration 31Q: 3 clusters Score -1066587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1066589.875000 Penalty: 4599.005371
	Iteration 32Q: 3 clusters Score -1066590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1066590.375000 Penalty: 4599.005371
	Iteration 33Q: 3 clusters Score -1066590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1066594.375000 Penalty: 4599.005371
	Iteration 34Q: 3 clusters Score -1066594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1066594.375000 Penalty: 4599.005371
	Iteration 35Q: 3 clusters Score -1066594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1066596.250000 Penalty: 4599.005371
	Iteration 36Q: 3 clusters Score -1066596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1066597.375000 Penalty: 4599.005371
	Iteration 37Q: 3 clusters Score -1066597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1066598.750000 Penalty: 4599.005371
	Iteration 38Q: 3 clusters Score -1066599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1066598.875000 Penalty: 4599.005371
	Iteration 39Q: 3 clusters Score -1066599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1066599.000000 Penalty: 4599.005371
	Iteration 40F: 3 clusters Score -1066599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1066602.625000 Penalty: 4599.005371
	Iteration 41Q: 3 clusters Score -1066603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1066605.125000 Penalty: 4599.005371
	Iteration 42Q: 3 clusters Score -1066605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1066608.000000 Penalty: 4599.005371
	Iteration 43Q: 3 clusters Score -1066608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1066606.125000 Penalty: 4599.005371
	Iteration 44Q: 3 clusters Score -1066606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1066605.750000 Penalty: 4599.005371
	Iteration 45Q: 3 clusters Score -1066606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1066606.875000 Penalty: 4599.005371
	Iteration 46Q: 3 clusters Score -1066607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1066605.125000 Penalty: 4599.005371
	Iteration 47Q: 3 clusters Score -1066605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1066606.125000 Penalty: 4599.005371
	Iteration 48Q: 3 clusters Score -1066606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1066608.500000 Penalty: 4599.005371
	Iteration 49Q: 3 clusters Score -1066608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1066608.500000 Penalty: 4599.005371
	Iteration 50F: 3 clusters Score -1066608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178904 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327132 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278207 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 20 contains 339492 members 
Mstep: Class 21 contains 87889 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390464.000000 Penalty: 81209.359375
Iteration 199Q: 24 clusters Score -1.583905e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178905 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327132 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278206 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 643 members 
Mstep: Class 20 contains 339492 members 
Mstep: Class 21 contains 87890 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158390816.000000 Penalty: 81209.359375
Iteration 200F: 24 clusters Score -1.583908e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178904 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327133 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9768 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278204 members 
Mstep: Class 14 contains 58803 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 855 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 673 members 
Mstep: Class 20 contains 339493 members 
Mstep: Class 21 contains 87891 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391392.000000 Penalty: 81209.359375
Iteration 201Q: 24 clusters Score -1.583914e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178903 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327135 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278201 members 
Mstep: Class 14 contains 58804 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 104983 members 
Mstep: Class 19 contains 688 members 
Mstep: Class 20 contains 339495 members 
Mstep: Class 21 contains 87893 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391536.000000 Penalty: 81209.359375
Iteration 202Q: 24 clusters Score -1.583915e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327135 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278200 members 
Mstep: Class 14 contains 58805 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 830 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 698 members 
Mstep: Class 20 contains 339495 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391568.000000 Penalty: 81209.359375
Iteration 203Q: 24 clusters Score -1.583916e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327134 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278199 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 707 members 
Mstep: Class 20 contains 339495 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391552.000000 Penalty: 81209.359375
Iteration 204Q: 24 clusters Score -1.583916e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327134 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278198 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 339496 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391568.000000 Penalty: 81209.359375
Iteration 205Q: 24 clusters Score -1.583916e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327133 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278199 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 339497 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391584.000000 Penalty: 81209.359375
Iteration 206Q: 24 clusters Score -1.583916e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178899 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327134 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278198 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 339498 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391632.000000 Penalty: 81209.359375
Iteration 207Q: 24 clusters Score -1.583916e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327136 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278197 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 339499 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391696.000000 Penalty: 81209.359375
Iteration 208Q: 24 clusters Score -1.583917e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178896 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327137 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278196 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 339500 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391680.000000 Penalty: 81209.359375
Iteration 209Q: 24 clusters Score -1.583917e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327138 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278198 members 
Mstep: Class 14 contains 58807 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 745 members 
Mstep: Class 20 contains 339500 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391712.000000 Penalty: 81209.359375
Iteration 210Q: 24 clusters Score -1.583917e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178893 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327139 members 
Mstep: Class 6 contains 8310 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9765 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278197 members 
Mstep: Class 14 contains 58809 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 339500 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391664.000000 Penalty: 81209.359375
Iteration 211Q: 24 clusters Score -1.583917e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178892 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327140 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9765 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278198 members 
Mstep: Class 14 contains 58809 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 339501 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391616.000000 Penalty: 81209.359375
Iteration 212Q: 24 clusters Score -1.583916e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178890 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327141 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278202 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 780 members 
Mstep: Class 20 contains 339502 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391712.000000 Penalty: 81209.359375
Iteration 213Q: 24 clusters Score -1.583917e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178891 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327143 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278202 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 339503 members 
Mstep: Class 21 contains 87893 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391792.000000 Penalty: 81209.359375
Iteration 214Q: 24 clusters Score -1.583918e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178892 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327147 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278198 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 339504 members 
Mstep: Class 21 contains 87893 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391936.000000 Penalty: 81209.359375
Iteration 215Q: 24 clusters Score -1.583919e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178892 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327153 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278195 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 339502 members 
Mstep: Class 21 contains 87894 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391952.000000 Penalty: 81209.359375
Iteration 216Q: 24 clusters Score -1.58392e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178892 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278195 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 339500 members 
Mstep: Class 21 contains 87895 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392192.000000 Penalty: 81209.359375
Iteration 217Q: 24 clusters Score -1.583922e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 178893 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278196 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 339500 members 
Mstep: Class 21 contains 87895 members 
Mstep: Class 23 contains 30741 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392240.000000 Penalty: 81209.359375
Iteration 218Q: 24 clusters Score -1.583922e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178894 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327156 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278196 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 850 members 
Mstep: Class 20 contains 339499 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30739 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158392304.000000 Penalty: 81209.359375
Iteration 219Q: 24 clusters Score -1.583923e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327152 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278196 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 850 members 
Mstep: Class 20 contains 339501 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393248.000000 Penalty: 81209.359375
Iteration 220F: 24 clusters Score -1.583932e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178899 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327151 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278196 members 
Mstep: Class 14 contains 58809 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 850 members 
Mstep: Class 20 contains 339502 members 
Mstep: Class 21 contains 87895 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393888.000000 Penalty: 81209.359375
Iteration 221Q: 24 clusters Score -1.583939e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327152 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278196 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339501 members 
Mstep: Class 21 contains 87895 members 
Mstep: Class 23 contains 30734 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393904.000000 Penalty: 81209.359375
Iteration 222Q: 24 clusters Score -1.583939e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178901 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327153 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278194 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339501 members 
Mstep: Class 21 contains 87895 members 
Mstep: Class 23 contains 30735 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393936.000000 Penalty: 81209.359375
Iteration 223Q: 24 clusters Score -1.583939e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327158 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278190 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339500 members 
Mstep: Class 21 contains 87895 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393968.000000 Penalty: 81209.359375
Iteration 224Q: 24 clusters Score -1.58394e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178900 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327161 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278185 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339501 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393936.000000 Penalty: 81209.359375
Iteration 225Q: 24 clusters Score -1.583939e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178899 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327164 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278182 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339502 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393920.000000 Penalty: 81209.359375
Iteration 226Q: 24 clusters Score -1.583939e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178898 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327165 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278178 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339506 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393888.000000 Penalty: 81209.359375
Iteration 227Q: 24 clusters Score -1.583939e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327166 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278178 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339506 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393920.000000 Penalty: 81209.359375
Iteration 228Q: 24 clusters Score -1.583939e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327165 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278178 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339507 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393952.000000 Penalty: 81209.359375
Iteration 229Q: 24 clusters Score -1.58394e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327164 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278177 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339509 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393856.000000 Penalty: 81209.359375
Iteration 230Q: 24 clusters Score -1.583939e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327164 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278175 members 
Mstep: Class 14 contains 58807 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104984 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339512 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393872.000000 Penalty: 81209.359375
Iteration 231Q: 24 clusters Score -1.583939e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327163 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278172 members 
Mstep: Class 14 contains 58809 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104985 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339515 members 
Mstep: Class 21 contains 87896 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393840.000000 Penalty: 81209.359375
Iteration 232Q: 24 clusters Score -1.583938e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327164 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278169 members 
Mstep: Class 14 contains 58810 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339515 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393824.000000 Penalty: 81209.359375
Iteration 233Q: 24 clusters Score -1.583938e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178896 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327163 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278166 members 
Mstep: Class 14 contains 58812 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339516 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393872.000000 Penalty: 81209.359375
Iteration 234Q: 24 clusters Score -1.583939e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327166 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278163 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339515 members 
Mstep: Class 21 contains 87898 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393872.000000 Penalty: 81209.359375
Iteration 235Q: 24 clusters Score -1.583939e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327168 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278161 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339516 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393872.000000 Penalty: 81209.359375
Iteration 236Q: 24 clusters Score -1.583939e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327166 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278160 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339517 members 
Mstep: Class 21 contains 87898 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393872.000000 Penalty: 81209.359375
Iteration 237Q: 24 clusters Score -1.583939e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327166 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278160 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339516 members 
Mstep: Class 21 contains 87898 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393872.000000 Penalty: 81209.359375
Iteration 238Q: 24 clusters Score -1.583939e+08 nChanged 4
Entering ConstructFrom: 
Score: -158393872.000000 Penalty: 81209.359375
Entering ConstructFrom: 
Trying to split cluster 1 (29188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Entering Unmasked Estep 
Score: -2833074.750000 Penalty: 2549.815186
	Iteration 0F: 2 clusters Score -2833075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2812971.250000 Penalty: 5099.630371
	Iteration 0F: 3 clusters Score -2812971 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2820188.250000 Penalty: 5099.630371
	Iteration 1F: 3 clusters Score -2820188 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2820870.500000 Penalty: 5099.630371
	Iteration 2F: 3 clusters Score -2820870 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2821609.500000 Penalty: 5099.630371
	Iteration 3F: 3 clusters Score -2821610 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2822450.500000 Penalty: 5099.630371
	Iteration 4F: 3 clusters Score -2822450 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2823527.000000 Penalty: 5099.630371
	Iteration 5F: 3 clusters Score -2823527 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2824772.750000 Penalty: 5099.630371
	Iteration 6F: 3 clusters Score -2824773 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2826203.000000 Penalty: 5099.630371
	Iteration 7F: 3 clusters Score -2826203 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2827738.750000 Penalty: 5099.630371
	Iteration 8F: 3 clusters Score -2827739 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2829130.000000 Penalty: 5099.630371
	Iteration 9F: 3 clusters Score -2829130 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2830148.500000 Penalty: 5099.630371
	Iteration 10Q: 3 clusters Score -2830148 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2830681.250000 Penalty: 5099.630371
	Iteration 11Q: 3 clusters Score -2830681 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2830933.500000 Penalty: 5099.630371
	Iteration 12Q: 3 clusters Score -2830934 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2831108.000000 Penalty: 5099.630371
	Iteration 13Q: 3 clusters Score -2831108 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2831200.750000 Penalty: 5099.630371
	Iteration 14Q: 3 clusters Score -2831201 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2831296.250000 Penalty: 5099.630371
	Iteration 15Q: 3 clusters Score -2831296 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2831364.000000 Penalty: 5099.630371
	Iteration 16Q: 3 clusters Score -2831364 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2831418.250000 Penalty: 5099.630371
	Iteration 17Q: 3 clusters Score -2831418 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2831465.000000 Penalty: 5099.630371
	Iteration 18Q: 3 clusters Score -2831465 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2831506.000000 Penalty: 5099.630371
	Iteration 19Q: 3 clusters Score -2831506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2831525.000000 Penalty: 5099.630371
	Iteration 20F: 3 clusters Score -2831525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -2831554.250000 Penalty: 5099.630371
	Iteration 21Q: 3 clusters Score -2831554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2831572.000000 Penalty: 5099.630371
	Iteration 22Q: 3 clusters Score -2831572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2831593.750000 Penalty: 5099.630371
	Iteration 23Q: 3 clusters Score -2831594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2831620.250000 Penalty: 5099.630371
	Iteration 24Q: 3 clusters Score -2831620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2831628.250000 Penalty: 5099.630371
	Iteration 25Q: 3 clusters Score -2831628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2831663.500000 Penalty: 5099.630371
	Iteration 26Q: 3 clusters Score -2831664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2831684.000000 Penalty: 5099.630371
	Iteration 27Q: 3 clusters Score -2831684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2831704.750000 Penalty: 5099.630371
	Iteration 28Q: 3 clusters Score -2831705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2831724.000000 Penalty: 5099.630371
	Iteration 29Q: 3 clusters Score -2831724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2831729.750000 Penalty: 5099.630371
	Iteration 30Q: 3 clusters Score -2831730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -2831754.750000 Penalty: 5099.630371
	Iteration 31Q: 3 clusters Score -2831755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2831756.750000 Penalty: 5099.630371
	Iteration 32Q: 3 clusters Score -2831757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2831758.750000 Penalty: 5099.630371
	Iteration 33Q: 3 clusters Score -2831759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2831770.250000 Penalty: 5099.630371
	Iteration 34Q: 3 clusters Score -2831770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2831778.750000 Penalty: 5099.630371
	Iteration 35Q: 3 clusters Score -2831779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -2831777.250000 Penalty: 5099.630371
	Iteration 36Q: 3 clusters Score -2831777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2831793.750000 Penalty: 5099.630371
	Iteration 37Q: 3 clusters Score -2831794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -2831802.500000 Penalty: 5099.630371
	Iteration 38Q: 3 clusters Score -2831802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2831816.000000 Penalty: 5099.630371
	Iteration 39Q: 3 clusters Score -2831816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2831828.000000 Penalty: 5099.630371
	Iteration 40F: 3 clusters Score -2831828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2831835.500000 Penalty: 5099.630371
	Iteration 41Q: 3 clusters Score -2831836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2831837.500000 Penalty: 5099.630371
	Iteration 42Q: 3 clusters Score -2831838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2831838.750000 Penalty: 5099.630371
	Iteration 43Q: 3 clusters Score -2831839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2831844.250000 Penalty: 5099.630371
	Iteration 44Q: 3 clusters Score -2831844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2831855.000000 Penalty: 5099.630371
	Iteration 45Q: 3 clusters Score -2831855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -2831863.750000 Penalty: 5099.630371
	Iteration 46Q: 3 clusters Score -2831864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2831865.500000 Penalty: 5099.630371
	Iteration 47Q: 3 clusters Score -2831866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2831872.000000 Penalty: 5099.630371
	Iteration 48Q: 3 clusters Score -2831872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2831875.750000 Penalty: 5099.630371
	Iteration 49Q: 3 clusters Score -2831876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -2831885.500000 Penalty: 5099.630371
	Iteration 50Q: 3 clusters Score -2831886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -2831888.000000 Penalty: 5099.630371
	Iteration 51Q: 3 clusters Score -2831888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2831890.250000 Penalty: 5099.630371
	Iteration 52Q: 3 clusters Score -2831890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2831890.000000 Penalty: 5099.630371
	Iteration 53Q: 3 clusters Score -2831890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2831901.250000 Penalty: 5099.630371
	Iteration 54Q: 3 clusters Score -2831901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2831900.250000 Penalty: 5099.630371
	Iteration 55Q: 3 clusters Score -2831900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2831900.250000 Penalty: 5099.630371
	Iteration 56Q: 3 clusters Score -2831900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -2831901.000000 Penalty: 5099.630371
	Iteration 57Q: 3 clusters Score -2831901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -2831904.250000 Penalty: 5099.630371
	Iteration 58Q: 3 clusters Score -2831904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -2831902.750000 Penalty: 5099.630371
	Iteration 59Q: 3 clusters Score -2831903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2831901.500000 Penalty: 5099.630371
	Iteration 60F: 3 clusters Score -2831902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -2831900.500000 Penalty: 5099.630371
	Iteration 61Q: 3 clusters Score -2831900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2831900.250000 Penalty: 5099.630371
	Iteration 62Q: 3 clusters Score -2831900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -2831905.500000 Penalty: 5099.630371
	Iteration 63Q: 3 clusters Score -2831906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2831906.750000 Penalty: 5099.630371
	Iteration 64Q: 3 clusters Score -2831907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2831906.750000 Penalty: 5099.630371
	Iteration 65F: 3 clusters Score -2831907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -283205.281250 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -283205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -279793.125000 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -279793.1 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -280549.468750 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -280549.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -280721.156250 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -280721.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -280819.531250 Penalty: 4006.413574
	Iteration 3Q: 3 clusters Score -280819.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -280892.906250 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -280892.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -280951.187500 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -280951.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -280996.718750 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -280996.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -281031.218750 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -281031.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -281061.593750 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -281061.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -281079.437500 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -281079.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -281094.468750 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -281094.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -281105.375000 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -281105.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -281118.937500 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -281118.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -281135.968750 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -281136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -281148.062500 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -281148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -281155.656250 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -281155.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -281164.656250 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -281164.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -281171.781250 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -281171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -281177.812500 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -281177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -281182.781250 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -281182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -281192.406250 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -281192.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -281204.343750 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -281204.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -281213.906250 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -281213.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -281224.687500 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -281224.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281231.500000 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -281231.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -281238.375000 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -281238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -281246.437500 Penalty: 4006.413574
	Iteration 26Q: 3 clusters Score -281246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -281256.906250 Penalty: 4006.413574
	Iteration 27Q: 3 clusters Score -281256.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -281264.468750 Penalty: 4006.413574
	Iteration 28Q: 3 clusters Score -281264.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -281271.906250 Penalty: 4006.413574
	Iteration 29Q: 3 clusters Score -281271.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -281279.906250 Penalty: 4006.413574
	Iteration 30Q: 3 clusters Score -281279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281286.125000 Penalty: 4006.413574
	Iteration 31Q: 3 clusters Score -281286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -281292.031250 Penalty: 4006.413574
	Iteration 32Q: 3 clusters Score -281292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -281296.187500 Penalty: 4006.413574
	Iteration 33Q: 3 clusters Score -281296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281299.625000 Penalty: 4006.413574
	Iteration 34Q: 3 clusters Score -281299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281304.000000 Penalty: 4006.413574
	Iteration 35Q: 3 clusters Score -281304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -281306.281250 Penalty: 4006.413574
	Iteration 36Q: 3 clusters Score -281306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -281306.718750 Penalty: 4006.413574
	Iteration 37Q: 3 clusters Score -281306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -281307.687500 Penalty: 4006.413574
	Iteration 38Q: 3 clusters Score -281307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281307.937500 Penalty: 4006.413574
	Iteration 39Q: 3 clusters Score -281307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281309.406250 Penalty: 4006.413574
	Iteration 40F: 3 clusters Score -281309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281310.125000 Penalty: 4006.413574
	Iteration 41Q: 3 clusters Score -281310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281312.125000 Penalty: 4006.413574
	Iteration 42Q: 3 clusters Score -281312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281312.187500 Penalty: 4006.413574
	Iteration 43Q: 3 clusters Score -281312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281312.187500 Penalty: 4006.413574
	Iteration 44F: 3 clusters Score -281312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (178895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Entering Unmasked Estep 
Score: -19141744.000000 Penalty: 2999.449463
	Iteration 0F: 2 clusters Score -1.914174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -19022272.000000 Penalty: 5998.898926
	Iteration 0F: 3 clusters Score -1.902227e+07 nChanged 85720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85738 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -19071868.000000 Penalty: 5998.898926
	Iteration 1F: 3 clusters Score -1.907187e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -19072736.000000 Penalty: 5998.898926
	Iteration 2Q: 3 clusters Score -1.907274e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -19073818.000000 Penalty: 5998.898926
	Iteration 3Q: 3 clusters Score -1.907382e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -19075506.000000 Penalty: 5998.898926
	Iteration 4Q: 3 clusters Score -1.907551e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -19078668.000000 Penalty: 5998.898926
	Iteration 5Q: 3 clusters Score -1.907867e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -19085050.000000 Penalty: 5998.898926
	Iteration 6F: 3 clusters Score -1.908505e+07 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 136216 members 
Entering Unmasked Estep 
Score: -19096808.000000 Penalty: 5998.898926
	Iteration 7F: 3 clusters Score -1.909681e+07 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -19113532.000000 Penalty: 5998.898926
	Iteration 8F: 3 clusters Score -1.911353e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 168302 members 
Entering Unmasked Estep 
Score: -19128816.000000 Penalty: 5998.898926
	Iteration 9F: 3 clusters Score -1.912882e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -19136356.000000 Penalty: 5998.898926
	Iteration 10Q: 3 clusters Score -1.913636e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 178125 members 
Entering Unmasked Estep 
Score: -19138390.000000 Penalty: 5998.898926
	Iteration 11Q: 3 clusters Score -1.913839e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -19138838.000000 Penalty: 5998.898926
	Iteration 12Q: 3 clusters Score -1.913884e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 178663 members 
Entering Unmasked Estep 
Score: -19138968.000000 Penalty: 5998.898926
	Iteration 13Q: 3 clusters Score -1.913897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 178680 members 
Entering Unmasked Estep 
Score: -19139028.000000 Penalty: 5998.898926
	Iteration 14Q: 3 clusters Score -1.913903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 178689 members 
Entering Unmasked Estep 
Score: -19139072.000000 Penalty: 5998.898926
	Iteration 15Q: 3 clusters Score -1.913907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -19139086.000000 Penalty: 5998.898926
	Iteration 16Q: 3 clusters Score -1.913909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178694 members 
Entering Unmasked Estep 
Score: -19139126.000000 Penalty: 5998.898926
	Iteration 17Q: 3 clusters Score -1.913913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -19139132.000000 Penalty: 5998.898926
	Iteration 18Q: 3 clusters Score -1.913913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -19139138.000000 Penalty: 5998.898926
	Iteration 19Q: 3 clusters Score -1.913914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -19139138.000000 Penalty: 5998.898926
	Iteration 20F: 3 clusters Score -1.913914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -19139136.000000 Penalty: 5998.898926
	Iteration 21Q: 3 clusters Score -1.913914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -19139136.000000 Penalty: 5998.898926
	Iteration 22F: 3 clusters Score -1.913914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -122780.132812 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -122780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -120696.304688 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -120696.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -121094.859375 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -121094.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -121218.296875 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -121218.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -121297.125000 Penalty: 3537.718994
	Iteration 3Q: 3 clusters Score -121297.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121382.742188 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -121382.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121458.273438 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -121458.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121505.812500 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -121505.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121542.992188 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -121543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121572.554688 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -121572.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121601.750000 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -121601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121629.937500 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -121629.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -121651.656250 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -121651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -121671.593750 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -121671.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -121691.648438 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -121691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -121718.242188 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -121718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -121738.875000 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -121738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -121752.570312 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -121752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -121769.460938 Penalty: 3537.718994
	Iteration 17Q: 3 clusters Score -121769.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -121786.953125 Penalty: 3537.718994
	Iteration 18Q: 3 clusters Score -121787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -121792.796875 Penalty: 3537.718994
	Iteration 19Q: 3 clusters Score -121792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -121795.703125 Penalty: 3537.718994
	Iteration 20F: 3 clusters Score -121795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -121798.515625 Penalty: 3537.718994
	Iteration 21Q: 3 clusters Score -121798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -121800.359375 Penalty: 3537.718994
	Iteration 22Q: 3 clusters Score -121800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -121802.351562 Penalty: 3537.718994
	Iteration 23Q: 3 clusters Score -121802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -121802.351562 Penalty: 3537.718994
	Iteration 24F: 3 clusters Score -121802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327167 members 
Entering Unmasked Estep 
Score: -34698924.000000 Penalty: 3149.160156
	Iteration 0F: 2 clusters Score -3.469892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163405 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -34483216.000000 Penalty: 6298.320312
	Iteration 0F: 3 clusters Score -3.448322e+07 nChanged 158760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 169258 members 
Entering Unmasked Estep 
Score: -34577088.000000 Penalty: 6298.320312
	Iteration 1F: 3 clusters Score -3.457709e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 172738 members 
Entering Unmasked Estep 
Score: -34578668.000000 Penalty: 6298.320312
	Iteration 2Q: 3 clusters Score -3.457867e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148984 members 
Mstep: Class 2 contains 178183 members 
Entering Unmasked Estep 
Score: -34580828.000000 Penalty: 6298.320312
	Iteration 3Q: 3 clusters Score -3.458083e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 186295 members 
Entering Unmasked Estep 
Score: -34583884.000000 Penalty: 6298.320312
	Iteration 4Q: 3 clusters Score -3.458388e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128952 members 
Mstep: Class 2 contains 198215 members 
Entering Unmasked Estep 
Score: -34588900.000000 Penalty: 6298.320312
	Iteration 5Q: 3 clusters Score -3.45889e+07 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 214990 members 
Entering Unmasked Estep 
Score: -34598008.000000 Penalty: 6298.320312
	Iteration 6F: 3 clusters Score -3.459801e+07 nChanged 22761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 237207 members 
Entering Unmasked Estep 
Score: -34612504.000000 Penalty: 6298.320312
	Iteration 7F: 3 clusters Score -3.46125e+07 nChanged 26229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 263230 members 
Entering Unmasked Estep 
Score: -34634144.000000 Penalty: 6298.320312
	Iteration 8F: 3 clusters Score -3.463414e+07 nChanged 25875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 289065 members 
Entering Unmasked Estep 
Score: -34658708.000000 Penalty: 6298.320312
	Iteration 9F: 3 clusters Score -3.465871e+07 nChanged 19320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 308377 members 
Entering Unmasked Estep 
Score: -34677872.000000 Penalty: 6298.320312
	Iteration 10F: 3 clusters Score -3.467787e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 319425 members 
Entering Unmasked Estep 
Score: -34689136.000000 Penalty: 6298.320312
	Iteration 11Q: 3 clusters Score -3.468914e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 324211 members 
Entering Unmasked Estep 
Score: -34693548.000000 Penalty: 6298.320312
	Iteration 12Q: 3 clusters Score -3.469355e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 325942 members 
Entering Unmasked Estep 
Score: -34695164.000000 Penalty: 6298.320312
	Iteration 13Q: 3 clusters Score -3.469516e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 326504 members 
Entering Unmasked Estep 
Score: -34695676.000000 Penalty: 6298.320312
	Iteration 14Q: 3 clusters Score -3.469568e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 326693 members 
Entering Unmasked Estep 
Score: -34695876.000000 Penalty: 6298.320312
	Iteration 15Q: 3 clusters Score -3.469588e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 326770 members 
Entering Unmasked Estep 
Score: -34695944.000000 Penalty: 6298.320312
	Iteration 16Q: 3 clusters Score -3.469594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326805 members 
Entering Unmasked Estep 
Score: -34696024.000000 Penalty: 6298.320312
	Iteration 17Q: 3 clusters Score -3.469602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 326809 members 
Entering Unmasked Estep 
Score: -34696036.000000 Penalty: 6298.320312
	Iteration 18Q: 3 clusters Score -3.469604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 326820 members 
Entering Unmasked Estep 
Score: -34696048.000000 Penalty: 6298.320312
	Iteration 19Q: 3 clusters Score -3.469605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326830 members 
Entering Unmasked Estep 
Score: -34696056.000000 Penalty: 6298.320312
	Iteration 20F: 3 clusters Score -3.469606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326833 members 
Entering Unmasked Estep 
Score: -34696064.000000 Penalty: 6298.320312
	Iteration 21Q: 3 clusters Score -3.469606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326839 members 
Entering Unmasked Estep 
Score: -34696064.000000 Penalty: 6298.320312
	Iteration 22Q: 3 clusters Score -3.469606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 326843 members 
Entering Unmasked Estep 
Score: -34696084.000000 Penalty: 6298.320312
	Iteration 23Q: 3 clusters Score -3.469608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326846 members 
Entering Unmasked Estep 
Score: -34696084.000000 Penalty: 6298.320312
	Iteration 24Q: 3 clusters Score -3.469608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 326847 members 
Entering Unmasked Estep 
Score: -34696100.000000 Penalty: 6298.320312
	Iteration 25Q: 3 clusters Score -3.46961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326851 members 
Entering Unmasked Estep 
Score: -34696104.000000 Penalty: 6298.320312
	Iteration 26Q: 3 clusters Score -3.46961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326853 members 
Entering Unmasked Estep 
Score: -34696100.000000 Penalty: 6298.320312
	Iteration 27Q: 3 clusters Score -3.46961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326848 members 
Entering Unmasked Estep 
Score: -34696096.000000 Penalty: 6298.320312
	Iteration 28Q: 3 clusters Score -3.46961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 326847 members 
Entering Unmasked Estep 
Score: -34696120.000000 Penalty: 6298.320312
	Iteration 29Q: 3 clusters Score -3.469612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326848 members 
Entering Unmasked Estep 
Score: -34696116.000000 Penalty: 6298.320312
	Iteration 30Q: 3 clusters Score -3.469612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 326849 members 
Entering Unmasked Estep 
Score: -34696108.000000 Penalty: 6298.320312
	Iteration 31Q: 3 clusters Score -3.469611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 326849 members 
Entering Unmasked Estep 
Score: -34696096.000000 Penalty: 6298.320312
	Iteration 32Q: 3 clusters Score -3.46961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326848 members 
Entering Unmasked Estep 
Score: -34696104.000000 Penalty: 6298.320312
	Iteration 33Q: 3 clusters Score -3.46961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326848 members 
Entering Unmasked Estep 
Score: -34696104.000000 Penalty: 6298.320312
	Iteration 34F: 3 clusters Score -3.46961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -858859.500000 Penalty: 2238.223633
	Iteration 0F: 2 clusters Score -858859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -852261.250000 Penalty: 4476.447266
	Iteration 0F: 3 clusters Score -852261.2 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -854021.375000 Penalty: 4476.447266
	Iteration 1F: 3 clusters Score -854021.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -854267.312500 Penalty: 4476.447266
	Iteration 2F: 3 clusters Score -854267.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -854423.500000 Penalty: 4476.447266
	Iteration 3Q: 3 clusters Score -854423.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -854540.812500 Penalty: 4476.447266
	Iteration 4Q: 3 clusters Score -854540.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -854632.000000 Penalty: 4476.447266
	Iteration 5Q: 3 clusters Score -854632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -854702.000000 Penalty: 4476.447266
	Iteration 6Q: 3 clusters Score -854702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -854753.750000 Penalty: 4476.447266
	Iteration 7Q: 3 clusters Score -854753.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -854794.812500 Penalty: 4476.447266
	Iteration 8Q: 3 clusters Score -854794.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -854823.875000 Penalty: 4476.447266
	Iteration 9Q: 3 clusters Score -854823.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -854849.687500 Penalty: 4476.447266
	Iteration 10Q: 3 clusters Score -854849.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -854870.687500 Penalty: 4476.447266
	Iteration 11Q: 3 clusters Score -854870.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -854891.375000 Penalty: 4476.447266
	Iteration 12Q: 3 clusters Score -854891.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -854903.687500 Penalty: 4476.447266
	Iteration 13Q: 3 clusters Score -854903.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -854911.937500 Penalty: 4476.447266
	Iteration 14Q: 3 clusters Score -854911.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -854925.250000 Penalty: 4476.447266
	Iteration 15Q: 3 clusters Score -854925.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -854934.937500 Penalty: 4476.447266
	Iteration 16Q: 3 clusters Score -854934.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -854943.937500 Penalty: 4476.447266
	Iteration 17Q: 3 clusters Score -854943.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -854950.500000 Penalty: 4476.447266
	Iteration 18Q: 3 clusters Score -854950.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -854959.000000 Penalty: 4476.447266
	Iteration 19Q: 3 clusters Score -854959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -854967.437500 Penalty: 4476.447266
	Iteration 20F: 3 clusters Score -854967.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -854976.750000 Penalty: 4476.447266
	Iteration 21Q: 3 clusters Score -854976.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -854984.500000 Penalty: 4476.447266
	Iteration 22Q: 3 clusters Score -854984.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -854992.250000 Penalty: 4476.447266
	Iteration 23Q: 3 clusters Score -854992.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -854998.125000 Penalty: 4476.447266
	Iteration 24Q: 3 clusters Score -854998.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -855004.187500 Penalty: 4476.447266
	Iteration 25Q: 3 clusters Score -855004.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -855012.500000 Penalty: 4476.447266
	Iteration 26Q: 3 clusters Score -855012.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -855018.562500 Penalty: 4476.447266
	Iteration 27Q: 3 clusters Score -855018.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -855025.250000 Penalty: 4476.447266
	Iteration 28Q: 3 clusters Score -855025.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -855028.125000 Penalty: 4476.447266
	Iteration 29Q: 3 clusters Score -855028.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -855033.187500 Penalty: 4476.447266
	Iteration 30Q: 3 clusters Score -855033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -855036.062500 Penalty: 4476.447266
	Iteration 31Q: 3 clusters Score -855036.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -855038.312500 Penalty: 4476.447266
	Iteration 32Q: 3 clusters Score -855038.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -855041.750000 Penalty: 4476.447266
	Iteration 33Q: 3 clusters Score -855041.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -855050.375000 Penalty: 4476.447266
	Iteration 34Q: 3 clusters Score -855050.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -855058.937500 Penalty: 4476.447266
	Iteration 35Q: 3 clusters Score -855058.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -855064.187500 Penalty: 4476.447266
	Iteration 36Q: 3 clusters Score -855064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -855067.937500 Penalty: 4476.447266
	Iteration 37Q: 3 clusters Score -855067.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -855070.750000 Penalty: 4476.447266
	Iteration 38Q: 3 clusters Score -855070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -855072.375000 Penalty: 4476.447266
	Iteration 39Q: 3 clusters Score -855072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -855077.437500 Penalty: 4476.447266
	Iteration 40F: 3 clusters Score -855077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -855080.750000 Penalty: 4476.447266
	Iteration 41Q: 3 clusters Score -855080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -855084.562500 Penalty: 4476.447266
	Iteration 42Q: 3 clusters Score -855084.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -855088.062500 Penalty: 4476.447266
	Iteration 43Q: 3 clusters Score -855088.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -855091.500000 Penalty: 4476.447266
	Iteration 44Q: 3 clusters Score -855091.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -855099.187500 Penalty: 4476.447266
	Iteration 45Q: 3 clusters Score -855099.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -855100.875000 Penalty: 4476.447266
	Iteration 46Q: 3 clusters Score -855100.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -855104.250000 Penalty: 4476.447266
	Iteration 47Q: 3 clusters Score -855104.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -855108.687500 Penalty: 4476.447266
	Iteration 48Q: 3 clusters Score -855108.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -855113.937500 Penalty: 4476.447266
	Iteration 49Q: 3 clusters Score -855113.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -855120.062500 Penalty: 4476.447266
	Iteration 50Q: 3 clusters Score -855120.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -855124.500000 Penalty: 4476.447266
	Iteration 51Q: 3 clusters Score -855124.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -855131.312500 Penalty: 4476.447266
	Iteration 52Q: 3 clusters Score -855131.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -855136.000000 Penalty: 4476.447266
	Iteration 53Q: 3 clusters Score -855136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -855143.312500 Penalty: 4476.447266
	Iteration 54Q: 3 clusters Score -855143.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -855147.687500 Penalty: 4476.447266
	Iteration 55Q: 3 clusters Score -855147.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -855150.250000 Penalty: 4476.447266
	Iteration 56Q: 3 clusters Score -855150.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -855153.812500 Penalty: 4476.447266
	Iteration 57Q: 3 clusters Score -855153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -855158.125000 Penalty: 4476.447266
	Iteration 58Q: 3 clusters Score -855158.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -855165.062500 Penalty: 4476.447266
	Iteration 59Q: 3 clusters Score -855165.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -855171.437500 Penalty: 4476.447266
	Iteration 60F: 3 clusters Score -855171.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -855180.125000 Penalty: 4476.447266
	Iteration 61Q: 3 clusters Score -855180.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -855184.312500 Penalty: 4476.447266
	Iteration 62Q: 3 clusters Score -855184.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -855190.625000 Penalty: 4476.447266
	Iteration 63Q: 3 clusters Score -855190.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -855197.562500 Penalty: 4476.447266
	Iteration 64Q: 3 clusters Score -855197.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -855202.750000 Penalty: 4476.447266
	Iteration 65Q: 3 clusters Score -855202.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -855212.187500 Penalty: 4476.447266
	Iteration 66Q: 3 clusters Score -855212.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -855219.812500 Penalty: 4476.447266
	Iteration 67Q: 3 clusters Score -855219.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -855227.562500 Penalty: 4476.447266
	Iteration 68Q: 3 clusters Score -855227.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -855237.187500 Penalty: 4476.447266
	Iteration 69Q: 3 clusters Score -855237.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -855244.937500 Penalty: 4476.447266
	Iteration 70Q: 3 clusters Score -855244.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -855255.062500 Penalty: 4476.447266
	Iteration 71Q: 3 clusters Score -855255.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -855267.125000 Penalty: 4476.447266
	Iteration 72Q: 3 clusters Score -855267.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -855281.187500 Penalty: 4476.447266
	Iteration 73Q: 3 clusters Score -855281.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -855310.437500 Penalty: 4476.447266
	Iteration 74Q: 3 clusters Score -855310.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -855343.437500 Penalty: 4476.447266
	Iteration 75Q: 3 clusters Score -855343.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -855376.187500 Penalty: 4476.447266
	Iteration 76Q: 3 clusters Score -855376.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -855415.250000 Penalty: 4476.447266
	Iteration 77Q: 3 clusters Score -855415.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -855458.062500 Penalty: 4476.447266
	Iteration 78Q: 3 clusters Score -855458.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -855528.625000 Penalty: 4476.447266
	Iteration 79Q: 3 clusters Score -855528.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -855605.187500 Penalty: 4476.447266
	Iteration 80F: 3 clusters Score -855605.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -855681.750000 Penalty: 4476.447266
	Iteration 81Q: 3 clusters Score -855681.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -855752.312500 Penalty: 4476.447266
	Iteration 82Q: 3 clusters Score -855752.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -855825.875000 Penalty: 4476.447266
	Iteration 83Q: 3 clusters Score -855825.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -855903.562500 Penalty: 4476.447266
	Iteration 84Q: 3 clusters Score -855903.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -855969.812500 Penalty: 4476.447266
	Iteration 85Q: 3 clusters Score -855969.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -856028.312500 Penalty: 4476.447266
	Iteration 86Q: 3 clusters Score -856028.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -856095.437500 Penalty: 4476.447266
	Iteration 87Q: 3 clusters Score -856095.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -856153.000000 Penalty: 4476.447266
	Iteration 88Q: 3 clusters Score -856153 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -856194.312500 Penalty: 4476.447266
	Iteration 89Q: 3 clusters Score -856194.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -856231.937500 Penalty: 4476.447266
	Iteration 90Q: 3 clusters Score -856231.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -856270.187500 Penalty: 4476.447266
	Iteration 91Q: 3 clusters Score -856270.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -856299.750000 Penalty: 4476.447266
	Iteration 92Q: 3 clusters Score -856299.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -856330.687500 Penalty: 4476.447266
	Iteration 93Q: 3 clusters Score -856330.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -856366.937500 Penalty: 4476.447266
	Iteration 94Q: 3 clusters Score -856366.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -856400.687500 Penalty: 4476.447266
	Iteration 95Q: 3 clusters Score -856400.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -856425.000000 Penalty: 4476.447266
	Iteration 96Q: 3 clusters Score -856425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -856455.437500 Penalty: 4476.447266
	Iteration 97Q: 3 clusters Score -856455.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -856480.687500 Penalty: 4476.447266
	Iteration 98Q: 3 clusters Score -856480.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -856501.812500 Penalty: 4476.447266
	Iteration 99Q: 3 clusters Score -856501.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -856519.750000 Penalty: 4476.447266
	Iteration 100F: 3 clusters Score -856519.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -856539.000000 Penalty: 4476.447266
	Iteration 101Q: 3 clusters Score -856539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -856557.500000 Penalty: 4476.447266
	Iteration 102Q: 3 clusters Score -856557.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -856569.687500 Penalty: 4476.447266
	Iteration 103Q: 3 clusters Score -856569.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -856578.187500 Penalty: 4476.447266
	Iteration 104Q: 3 clusters Score -856578.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -856591.437500 Penalty: 4476.447266
	Iteration 105Q: 3 clusters Score -856591.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -856605.625000 Penalty: 4476.447266
	Iteration 106Q: 3 clusters Score -856605.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -856615.000000 Penalty: 4476.447266
	Iteration 107Q: 3 clusters Score -856615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -856621.375000 Penalty: 4476.447266
	Iteration 108Q: 3 clusters Score -856621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -856627.437500 Penalty: 4476.447266
	Iteration 109Q: 3 clusters Score -856627.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -856632.625000 Penalty: 4476.447266
	Iteration 110Q: 3 clusters Score -856632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -856634.875000 Penalty: 4476.447266
	Iteration 111Q: 3 clusters Score -856634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -856634.875000 Penalty: 4476.447266
	Iteration 112Q: 3 clusters Score -856634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -856637.625000 Penalty: 4476.447266
	Iteration 113Q: 3 clusters Score -856637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -856641.375000 Penalty: 4476.447266
	Iteration 114Q: 3 clusters Score -856641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -856642.875000 Penalty: 4476.447266
	Iteration 115Q: 3 clusters Score -856642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -856644.687500 Penalty: 4476.447266
	Iteration 116Q: 3 clusters Score -856644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -856644.562500 Penalty: 4476.447266
	Iteration 117Q: 3 clusters Score -856644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -856645.875000 Penalty: 4476.447266
	Iteration 118Q: 3 clusters Score -856645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -856647.062500 Penalty: 4476.447266
	Iteration 119Q: 3 clusters Score -856647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -856651.875000 Penalty: 4476.447266
	Iteration 120F: 3 clusters Score -856651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -856655.312500 Penalty: 4476.447266
	Iteration 121Q: 3 clusters Score -856655.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -856661.250000 Penalty: 4476.447266
	Iteration 122Q: 3 clusters Score -856661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -856663.125000 Penalty: 4476.447266
	Iteration 123Q: 3 clusters Score -856663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -856666.750000 Penalty: 4476.447266
	Iteration 124Q: 3 clusters Score -856666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -856673.437500 Penalty: 4476.447266
	Iteration 125Q: 3 clusters Score -856673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -856673.000000 Penalty: 4476.447266
	Iteration 126Q: 3 clusters Score -856673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -856678.125000 Penalty: 4476.447266
	Iteration 127Q: 3 clusters Score -856678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -856680.500000 Penalty: 4476.447266
	Iteration 128Q: 3 clusters Score -856680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -856685.750000 Penalty: 4476.447266
	Iteration 129Q: 3 clusters Score -856685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -856688.062500 Penalty: 4476.447266
	Iteration 130Q: 3 clusters Score -856688.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -856693.062500 Penalty: 4476.447266
	Iteration 131Q: 3 clusters Score -856693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -856693.000000 Penalty: 4476.447266
	Iteration 132Q: 3 clusters Score -856693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -856697.312500 Penalty: 4476.447266
	Iteration 133Q: 3 clusters Score -856697.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -856701.500000 Penalty: 4476.447266
	Iteration 134Q: 3 clusters Score -856701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -856705.937500 Penalty: 4476.447266
	Iteration 135Q: 3 clusters Score -856705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -856707.937500 Penalty: 4476.447266
	Iteration 136Q: 3 clusters Score -856707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -856712.000000 Penalty: 4476.447266
	Iteration 137Q: 3 clusters Score -856712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -856715.750000 Penalty: 4476.447266
	Iteration 138Q: 3 clusters Score -856715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -856716.750000 Penalty: 4476.447266
	Iteration 139Q: 3 clusters Score -856716.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -856720.000000 Penalty: 4476.447266
	Iteration 140F: 3 clusters Score -856720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -856723.312500 Penalty: 4476.447266
	Iteration 141Q: 3 clusters Score -856723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -856726.312500 Penalty: 4476.447266
	Iteration 142Q: 3 clusters Score -856726.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -856730.750000 Penalty: 4476.447266
	Iteration 143Q: 3 clusters Score -856730.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -856737.875000 Penalty: 4476.447266
	Iteration 144Q: 3 clusters Score -856737.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -856742.000000 Penalty: 4476.447266
	Iteration 145Q: 3 clusters Score -856742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -856744.875000 Penalty: 4476.447266
	Iteration 146Q: 3 clusters Score -856744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -856747.375000 Penalty: 4476.447266
	Iteration 147Q: 3 clusters Score -856747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -856748.187500 Penalty: 4476.447266
	Iteration 148Q: 3 clusters Score -856748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -856747.500000 Penalty: 4476.447266
	Iteration 149Q: 3 clusters Score -856747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -856751.875000 Penalty: 4476.447266
	Iteration 150Q: 3 clusters Score -856751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -856754.562500 Penalty: 4476.447266
	Iteration 151Q: 3 clusters Score -856754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -856759.937500 Penalty: 4476.447266
	Iteration 152Q: 3 clusters Score -856759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -856763.750000 Penalty: 4476.447266
	Iteration 153Q: 3 clusters Score -856763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -856764.250000 Penalty: 4476.447266
	Iteration 154Q: 3 clusters Score -856764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -856763.875000 Penalty: 4476.447266
	Iteration 155Q: 3 clusters Score -856763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -856766.250000 Penalty: 4476.447266
	Iteration 156Q: 3 clusters Score -856766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -856766.062500 Penalty: 4476.447266
	Iteration 157Q: 3 clusters Score -856766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -856766.000000 Penalty: 4476.447266
	Iteration 158Q: 3 clusters Score -856766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -856768.250000 Penalty: 4476.447266
	Iteration 159Q: 3 clusters Score -856768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -856768.937500 Penalty: 4476.447266
	Iteration 160F: 3 clusters Score -856768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -856770.000000 Penalty: 4476.447266
	Iteration 161Q: 3 clusters Score -856770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -856769.500000 Penalty: 4476.447266
	Iteration 162Q: 3 clusters Score -856769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -856769.500000 Penalty: 4476.447266
	Iteration 163F: 3 clusters Score -856769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -110711.640625 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -110711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108670.375000 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -108670.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109006.132812 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -109006.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109100.398438 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -109100.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109136.703125 Penalty: 3495.136963
	Iteration 3Q: 3 clusters Score -109136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -109156.156250 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -109156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109178.210938 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -109178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109192.070312 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -109192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -109195.703125 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -109195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -109201.195312 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -109201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109205.757812 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -109205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109208.140625 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -109208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109208.781250 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -109208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109210.187500 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -109210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109212.132812 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -109212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109212.984375 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -109213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109212.984375 Penalty: 3495.136963
	Iteration 15F: 3 clusters Score -109213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -1023891.812500 Penalty: 2277.961914
	Iteration 0F: 2 clusters Score -1023892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1016350.062500 Penalty: 4555.923828
	Iteration 0F: 3 clusters Score -1016350 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1018530.625000 Penalty: 4555.923828
	Iteration 1F: 3 clusters Score -1018531 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1018836.312500 Penalty: 4555.923828
	Iteration 2F: 3 clusters Score -1018836 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1019084.250000 Penalty: 4555.923828
	Iteration 3F: 3 clusters Score -1019084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1019328.687500 Penalty: 4555.923828
	Iteration 4Q: 3 clusters Score -1019329 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1019554.062500 Penalty: 4555.923828
	Iteration 5Q: 3 clusters Score -1019554 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1019766.125000 Penalty: 4555.923828
	Iteration 6Q: 3 clusters Score -1019766 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1019963.812500 Penalty: 4555.923828
	Iteration 7Q: 3 clusters Score -1019964 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1020117.875000 Penalty: 4555.923828
	Iteration 8Q: 3 clusters Score -1020118 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1020256.312500 Penalty: 4555.923828
	Iteration 9Q: 3 clusters Score -1020256 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1020390.937500 Penalty: 4555.923828
	Iteration 10Q: 3 clusters Score -1020391 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1020524.062500 Penalty: 4555.923828
	Iteration 11Q: 3 clusters Score -1020524 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1020659.250000 Penalty: 4555.923828
	Iteration 12Q: 3 clusters Score -1020659 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1020790.937500 Penalty: 4555.923828
	Iteration 13Q: 3 clusters Score -1020791 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1020903.312500 Penalty: 4555.923828
	Iteration 14Q: 3 clusters Score -1020903 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1021002.000000 Penalty: 4555.923828
	Iteration 15Q: 3 clusters Score -1021002 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1021098.875000 Penalty: 4555.923828
	Iteration 16Q: 3 clusters Score -1021099 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1021170.375000 Penalty: 4555.923828
	Iteration 17Q: 3 clusters Score -1021170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1021219.250000 Penalty: 4555.923828
	Iteration 18Q: 3 clusters Score -1021219 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1021254.750000 Penalty: 4555.923828
	Iteration 19Q: 3 clusters Score -1021255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1021278.562500 Penalty: 4555.923828
	Iteration 20F: 3 clusters Score -1021279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1021299.562500 Penalty: 4555.923828
	Iteration 21Q: 3 clusters Score -1021300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1021318.250000 Penalty: 4555.923828
	Iteration 22Q: 3 clusters Score -1021318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1021334.187500 Penalty: 4555.923828
	Iteration 23Q: 3 clusters Score -1021334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1021348.312500 Penalty: 4555.923828
	Iteration 24Q: 3 clusters Score -1021348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1021357.875000 Penalty: 4555.923828
	Iteration 25Q: 3 clusters Score -1021358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1021362.437500 Penalty: 4555.923828
	Iteration 26Q: 3 clusters Score -1021362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1021371.250000 Penalty: 4555.923828
	Iteration 27Q: 3 clusters Score -1021371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1021377.875000 Penalty: 4555.923828
	Iteration 28Q: 3 clusters Score -1021378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1021383.750000 Penalty: 4555.923828
	Iteration 29Q: 3 clusters Score -1021384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1021391.750000 Penalty: 4555.923828
	Iteration 30Q: 3 clusters Score -1021392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1021393.625000 Penalty: 4555.923828
	Iteration 31Q: 3 clusters Score -1021394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1021398.000000 Penalty: 4555.923828
	Iteration 32Q: 3 clusters Score -1021398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1021402.437500 Penalty: 4555.923828
	Iteration 33Q: 3 clusters Score -1021402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1021403.750000 Penalty: 4555.923828
	Iteration 34Q: 3 clusters Score -1021404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1021407.812500 Penalty: 4555.923828
	Iteration 35Q: 3 clusters Score -1021408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1021412.312500 Penalty: 4555.923828
	Iteration 36Q: 3 clusters Score -1021412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1021413.500000 Penalty: 4555.923828
	Iteration 37Q: 3 clusters Score -1021414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1021417.875000 Penalty: 4555.923828
	Iteration 38Q: 3 clusters Score -1021418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1021416.625000 Penalty: 4555.923828
	Iteration 39Q: 3 clusters Score -1021417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1021418.500000 Penalty: 4555.923828
	Iteration 40F: 3 clusters Score -1021418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1021419.937500 Penalty: 4555.923828
	Iteration 41Q: 3 clusters Score -1021420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1021418.437500 Penalty: 4555.923828
	Iteration 42Q: 3 clusters Score -1021418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1021420.500000 Penalty: 4555.923828
	Iteration 43Q: 3 clusters Score -1021420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1021419.625000 Penalty: 4555.923828
	Iteration 44Q: 3 clusters Score -1021420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1021419.625000 Penalty: 4555.923828
	Iteration 45F: 3 clusters Score -1021420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -53983.300781 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -53983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52392.156250 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -52392.16 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52647.640625 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -52647.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52791.285156 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -52791.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52953.753906 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -52953.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53113.617188 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -53113.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53240.265625 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -53240.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53362.613281 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -53362.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53510.539062 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -53510.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53876.746094 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -53876.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54424.332031 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -54424.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54481.101562 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -54481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54523.800781 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -54523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54548.953125 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -54548.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54561.613281 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -54561.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54573.285156 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -54573.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54585.238281 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -54585.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54591.265625 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -54591.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54598.496094 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -54598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54614.015625 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -54614.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54623.996094 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -54624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54665.046875 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -54665.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54746.859375 Penalty: 3207.207764
	Iteration 21Q: 3 clusters Score -54746.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54783.878906 Penalty: 3207.207764
	Iteration 22Q: 3 clusters Score -54783.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54783.878906 Penalty: 3207.207764
	Iteration 23F: 3 clusters Score -54783.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327167 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278159 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339516 members 
Mstep: Class 21 contains 87898 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158392944.000000 Penalty: 84740.203125
Splitting cluster 9 changes total score from -158393872.000000 to -158392944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -29110.582031 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -29110.58 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 188 members 
Entering Unmasked Estep 
Score: -27804.101562 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -27804.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28085.896484 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -28085.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28259.136719 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -28259.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28413.748047 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -28413.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28513.169922 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -28513.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28573.330078 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -28573.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28602.720703 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -28602.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28613.392578 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -28613.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28613.392578 Penalty: 2935.771240
	Iteration 8F: 3 clusters Score -28613.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42332.109375 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42332.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42522.695312 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42522.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42583.664062 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -42583.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42612.320312 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42612.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42623.304688 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42625.101562 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42625.101562 Penalty: 3049.640381
	Iteration 6F: 3 clusters Score -42625.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -225357.140625 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -225357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -222595.187500 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -222595.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -223168.453125 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -223168.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223387.468750 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -223387.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -223541.890625 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -223541.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -223706.953125 Penalty: 3815.514648
	Iteration 4F: 3 clusters Score -223707 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -223787.296875 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -223787.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -223862.062500 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -223862.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -223959.093750 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -223959.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224049.328125 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -224049.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -224145.765625 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -224145.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -224233.875000 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -224233.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -224323.703125 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -224323.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -224432.062500 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -224432.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -224597.187500 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -224597.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -224797.203125 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -224797.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -224956.781250 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -224956.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -225050.937500 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -225050.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -225094.078125 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -225094.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225129.109375 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -225129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225139.906250 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -225139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -225143.453125 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -225143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -225145.937500 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -225145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -225146.468750 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -225146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -225146.468750 Penalty: 3815.514648
	Iteration 23F: 3 clusters Score -225146.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278159 members 
Entering Unmasked Estep 
Score: -29593630.000000 Penalty: 3108.915039
	Iteration 0F: 2 clusters Score -2.959363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139305 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -29414758.000000 Penalty: 6217.830078
	Iteration 0F: 3 clusters Score -2.941476e+07 nChanged 134488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 131684 members 
Entering Unmasked Estep 
Score: -29494714.000000 Penalty: 6217.830078
	Iteration 1F: 3 clusters Score -2.949471e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -29497018.000000 Penalty: 6217.830078
	Iteration 2Q: 3 clusters Score -2.949702e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -29500666.000000 Penalty: 6217.830078
	Iteration 3Q: 3 clusters Score -2.950067e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -29506596.000000 Penalty: 6217.830078
	Iteration 4Q: 3 clusters Score -2.95066e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182653 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -29517122.000000 Penalty: 6217.830078
	Iteration 5F: 3 clusters Score -2.951712e+07 nChanged 21412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201315 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -29532418.000000 Penalty: 6217.830078
	Iteration 6F: 3 clusters Score -2.953242e+07 nChanged 22159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221264 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -29550810.000000 Penalty: 6217.830078
	Iteration 7F: 3 clusters Score -2.955081e+07 nChanged 18179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237643 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -29567012.000000 Penalty: 6217.830078
	Iteration 8F: 3 clusters Score -2.956701e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247566 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -29577180.000000 Penalty: 6217.830078
	Iteration 9Q: 3 clusters Score -2.957718e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252793 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -29582174.000000 Penalty: 6217.830078
	Iteration 10Q: 3 clusters Score -2.958217e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256206 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -29584634.000000 Penalty: 6217.830078
	Iteration 11Q: 3 clusters Score -2.958463e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258888 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -29586142.000000 Penalty: 6217.830078
	Iteration 12Q: 3 clusters Score -2.958614e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261160 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -29587252.000000 Penalty: 6217.830078
	Iteration 13Q: 3 clusters Score -2.958725e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263174 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -29588232.000000 Penalty: 6217.830078
	Iteration 14Q: 3 clusters Score -2.958823e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264911 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -29588958.000000 Penalty: 6217.830078
	Iteration 15Q: 3 clusters Score -2.958896e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266357 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -29589534.000000 Penalty: 6217.830078
	Iteration 16Q: 3 clusters Score -2.958953e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267614 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -29589820.000000 Penalty: 6217.830078
	Iteration 17Q: 3 clusters Score -2.958982e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268693 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -29590274.000000 Penalty: 6217.830078
	Iteration 18Q: 3 clusters Score -2.959027e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269611 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -29590700.000000 Penalty: 6217.830078
	Iteration 19Q: 3 clusters Score -2.95907e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270393 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -29591066.000000 Penalty: 6217.830078
	Iteration 20F: 3 clusters Score -2.959107e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271077 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -29591198.000000 Penalty: 6217.830078
	Iteration 21Q: 3 clusters Score -2.95912e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271635 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -29591278.000000 Penalty: 6217.830078
	Iteration 22Q: 3 clusters Score -2.959128e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272100 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -29591386.000000 Penalty: 6217.830078
	Iteration 23Q: 3 clusters Score -2.959139e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272462 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -29591502.000000 Penalty: 6217.830078
	Iteration 24Q: 3 clusters Score -2.95915e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272777 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -29591530.000000 Penalty: 6217.830078
	Iteration 25Q: 3 clusters Score -2.959153e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273063 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -29591680.000000 Penalty: 6217.830078
	Iteration 26Q: 3 clusters Score -2.959168e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273301 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -29591660.000000 Penalty: 6217.830078
	Iteration 27Q: 3 clusters Score -2.959166e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273494 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -29591696.000000 Penalty: 6217.830078
	Iteration 28Q: 3 clusters Score -2.95917e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273684 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -29591754.000000 Penalty: 6217.830078
	Iteration 29Q: 3 clusters Score -2.959175e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273833 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -29591796.000000 Penalty: 6217.830078
	Iteration 30Q: 3 clusters Score -2.95918e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273977 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -29591864.000000 Penalty: 6217.830078
	Iteration 31Q: 3 clusters Score -2.959186e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274086 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -29591852.000000 Penalty: 6217.830078
	Iteration 32Q: 3 clusters Score -2.959185e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274184 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -29591896.000000 Penalty: 6217.830078
	Iteration 33Q: 3 clusters Score -2.95919e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274287 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -29591960.000000 Penalty: 6217.830078
	Iteration 34Q: 3 clusters Score -2.959196e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274382 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -29591926.000000 Penalty: 6217.830078
	Iteration 35Q: 3 clusters Score -2.959193e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274473 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -29591938.000000 Penalty: 6217.830078
	Iteration 36Q: 3 clusters Score -2.959194e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274557 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -29591926.000000 Penalty: 6217.830078
	Iteration 37Q: 3 clusters Score -2.959193e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274626 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -29591944.000000 Penalty: 6217.830078
	Iteration 38Q: 3 clusters Score -2.959194e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274677 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -29591978.000000 Penalty: 6217.830078
	Iteration 39Q: 3 clusters Score -2.959198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274724 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -29591974.000000 Penalty: 6217.830078
	Iteration 40F: 3 clusters Score -2.959197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274761 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -29591960.000000 Penalty: 6217.830078
	Iteration 41Q: 3 clusters Score -2.959196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274793 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -29591974.000000 Penalty: 6217.830078
	Iteration 42Q: 3 clusters Score -2.959197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274828 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -29592016.000000 Penalty: 6217.830078
	Iteration 43Q: 3 clusters Score -2.959202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274866 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -29591998.000000 Penalty: 6217.830078
	Iteration 44Q: 3 clusters Score -2.9592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274890 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -29592008.000000 Penalty: 6217.830078
	Iteration 45Q: 3 clusters Score -2.959201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274919 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -29592044.000000 Penalty: 6217.830078
	Iteration 46Q: 3 clusters Score -2.959204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274956 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -29592046.000000 Penalty: 6217.830078
	Iteration 47Q: 3 clusters Score -2.959205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274992 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -29592042.000000 Penalty: 6217.830078
	Iteration 48Q: 3 clusters Score -2.959204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275019 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -29592016.000000 Penalty: 6217.830078
	Iteration 49Q: 3 clusters Score -2.959202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275041 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -29592028.000000 Penalty: 6217.830078
	Iteration 50Q: 3 clusters Score -2.959203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275059 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -29592010.000000 Penalty: 6217.830078
	Iteration 51Q: 3 clusters Score -2.959201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275072 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -29592024.000000 Penalty: 6217.830078
	Iteration 52Q: 3 clusters Score -2.959202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275084 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -29591994.000000 Penalty: 6217.830078
	Iteration 53Q: 3 clusters Score -2.959199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275091 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -29591998.000000 Penalty: 6217.830078
	Iteration 54Q: 3 clusters Score -2.9592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275101 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -29592022.000000 Penalty: 6217.830078
	Iteration 55Q: 3 clusters Score -2.959202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275115 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -29592038.000000 Penalty: 6217.830078
	Iteration 56Q: 3 clusters Score -2.959204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275133 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -29592024.000000 Penalty: 6217.830078
	Iteration 57Q: 3 clusters Score -2.959202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275147 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -29592046.000000 Penalty: 6217.830078
	Iteration 58Q: 3 clusters Score -2.959205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275163 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -29592018.000000 Penalty: 6217.830078
	Iteration 59Q: 3 clusters Score -2.959202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275169 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -29592032.000000 Penalty: 6217.830078
	Iteration 60F: 3 clusters Score -2.959203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275175 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -29592020.000000 Penalty: 6217.830078
	Iteration 61Q: 3 clusters Score -2.959202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275187 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -29592034.000000 Penalty: 6217.830078
	Iteration 62Q: 3 clusters Score -2.959203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275204 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -29592022.000000 Penalty: 6217.830078
	Iteration 63Q: 3 clusters Score -2.959202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275216 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -29592016.000000 Penalty: 6217.830078
	Iteration 64Q: 3 clusters Score -2.959202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275232 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -29592034.000000 Penalty: 6217.830078
	Iteration 65Q: 3 clusters Score -2.959203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275253 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -29592064.000000 Penalty: 6217.830078
	Iteration 66Q: 3 clusters Score -2.959206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275280 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -29592068.000000 Penalty: 6217.830078
	Iteration 67Q: 3 clusters Score -2.959207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275304 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -29592056.000000 Penalty: 6217.830078
	Iteration 68Q: 3 clusters Score -2.959206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275323 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -29592066.000000 Penalty: 6217.830078
	Iteration 69Q: 3 clusters Score -2.959207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275341 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -29592066.000000 Penalty: 6217.830078
	Iteration 70Q: 3 clusters Score -2.959207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275360 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -29592042.000000 Penalty: 6217.830078
	Iteration 71Q: 3 clusters Score -2.959204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275384 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -29592040.000000 Penalty: 6217.830078
	Iteration 72Q: 3 clusters Score -2.959204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275403 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -29592062.000000 Penalty: 6217.830078
	Iteration 73Q: 3 clusters Score -2.959206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275427 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -29592026.000000 Penalty: 6217.830078
	Iteration 74Q: 3 clusters Score -2.959203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275444 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -29592026.000000 Penalty: 6217.830078
	Iteration 75Q: 3 clusters Score -2.959203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275462 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -29592034.000000 Penalty: 6217.830078
	Iteration 76Q: 3 clusters Score -2.959203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275480 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -29592024.000000 Penalty: 6217.830078
	Iteration 77Q: 3 clusters Score -2.959202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275495 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -29592044.000000 Penalty: 6217.830078
	Iteration 78Q: 3 clusters Score -2.959204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275510 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -29592030.000000 Penalty: 6217.830078
	Iteration 79Q: 3 clusters Score -2.959203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275520 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -29592022.000000 Penalty: 6217.830078
	Iteration 80F: 3 clusters Score -2.959202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275532 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -29592060.000000 Penalty: 6217.830078
	Iteration 81Q: 3 clusters Score -2.959206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275537 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -29592056.000000 Penalty: 6217.830078
	Iteration 82Q: 3 clusters Score -2.959206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275546 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -29592038.000000 Penalty: 6217.830078
	Iteration 83Q: 3 clusters Score -2.959204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275549 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -29592036.000000 Penalty: 6217.830078
	Iteration 84Q: 3 clusters Score -2.959204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275556 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -29592050.000000 Penalty: 6217.830078
	Iteration 85Q: 3 clusters Score -2.959205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275564 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -29592048.000000 Penalty: 6217.830078
	Iteration 86Q: 3 clusters Score -2.959205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275573 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -29592044.000000 Penalty: 6217.830078
	Iteration 87Q: 3 clusters Score -2.959204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275580 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -29592058.000000 Penalty: 6217.830078
	Iteration 88Q: 3 clusters Score -2.959206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275585 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -29592068.000000 Penalty: 6217.830078
	Iteration 89Q: 3 clusters Score -2.959207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275586 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -29592070.000000 Penalty: 6217.830078
	Iteration 90Q: 3 clusters Score -2.959207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275588 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -29592060.000000 Penalty: 6217.830078
	Iteration 91Q: 3 clusters Score -2.959206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275589 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -29592066.000000 Penalty: 6217.830078
	Iteration 92Q: 3 clusters Score -2.959207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275589 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -29592066.000000 Penalty: 6217.830078
	Iteration 93F: 3 clusters Score -2.959207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Entering Unmasked Estep 
Score: -6344908.500000 Penalty: 2723.565430
	Iteration 0F: 2 clusters Score -6344908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -6305569.000000 Penalty: 5447.130859
	Iteration 0F: 3 clusters Score -6305569 nChanged 27172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -6320471.000000 Penalty: 5447.130859
	Iteration 1F: 3 clusters Score -6320471 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -6320921.500000 Penalty: 5447.130859
	Iteration 2Q: 3 clusters Score -6320922 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -6321392.500000 Penalty: 5447.130859
	Iteration 3Q: 3 clusters Score -6321392 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -6321884.500000 Penalty: 5447.130859
	Iteration 4Q: 3 clusters Score -6321884 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6322502.000000 Penalty: 5447.130859
	Iteration 5Q: 3 clusters Score -6322502 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -6323477.000000 Penalty: 5447.130859
	Iteration 6Q: 3 clusters Score -6323477 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6324674.500000 Penalty: 5447.130859
	Iteration 7Q: 3 clusters Score -6324674 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -6326215.000000 Penalty: 5447.130859
	Iteration 8Q: 3 clusters Score -6326215 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -6328072.000000 Penalty: 5447.130859
	Iteration 9F: 3 clusters Score -6328072 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -6330223.000000 Penalty: 5447.130859
	Iteration 10F: 3 clusters Score -6330223 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6332639.500000 Penalty: 5447.130859
	Iteration 11F: 3 clusters Score -6332640 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -6334938.500000 Penalty: 5447.130859
	Iteration 12F: 3 clusters Score -6334938 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6336421.500000 Penalty: 5447.130859
	Iteration 13Q: 3 clusters Score -6336422 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6337181.500000 Penalty: 5447.130859
	Iteration 14Q: 3 clusters Score -6337182 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6337623.000000 Penalty: 5447.130859
	Iteration 15Q: 3 clusters Score -6337623 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -6337915.000000 Penalty: 5447.130859
	Iteration 16Q: 3 clusters Score -6337915 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -6338203.000000 Penalty: 5447.130859
	Iteration 17Q: 3 clusters Score -6338203 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -6338441.000000 Penalty: 5447.130859
	Iteration 18Q: 3 clusters Score -6338441 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -6338621.000000 Penalty: 5447.130859
	Iteration 19Q: 3 clusters Score -6338621 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -6338781.500000 Penalty: 5447.130859
	Iteration 20F: 3 clusters Score -6338782 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -6338968.000000 Penalty: 5447.130859
	Iteration 21Q: 3 clusters Score -6338968 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -6339119.000000 Penalty: 5447.130859
	Iteration 22Q: 3 clusters Score -6339119 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -6339221.500000 Penalty: 5447.130859
	Iteration 23Q: 3 clusters Score -6339222 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -6339365.500000 Penalty: 5447.130859
	Iteration 24Q: 3 clusters Score -6339366 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -6339479.000000 Penalty: 5447.130859
	Iteration 25Q: 3 clusters Score -6339479 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -6339639.500000 Penalty: 5447.130859
	Iteration 26Q: 3 clusters Score -6339640 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6339767.500000 Penalty: 5447.130859
	Iteration 27Q: 3 clusters Score -6339768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -6339928.500000 Penalty: 5447.130859
	Iteration 28Q: 3 clusters Score -6339928 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -6340093.500000 Penalty: 5447.130859
	Iteration 29Q: 3 clusters Score -6340094 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -6340206.500000 Penalty: 5447.130859
	Iteration 30Q: 3 clusters Score -6340206 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -6340347.500000 Penalty: 5447.130859
	Iteration 31Q: 3 clusters Score -6340348 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6340467.500000 Penalty: 5447.130859
	Iteration 32Q: 3 clusters Score -6340468 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -6340603.500000 Penalty: 5447.130859
	Iteration 33Q: 3 clusters Score -6340604 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -6340739.500000 Penalty: 5447.130859
	Iteration 34Q: 3 clusters Score -6340740 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6340858.500000 Penalty: 5447.130859
	Iteration 35Q: 3 clusters Score -6340858 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -6340968.500000 Penalty: 5447.130859
	Iteration 36Q: 3 clusters Score -6340968 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -6341086.500000 Penalty: 5447.130859
	Iteration 37Q: 3 clusters Score -6341086 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -6341200.500000 Penalty: 5447.130859
	Iteration 38Q: 3 clusters Score -6341200 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6341321.500000 Penalty: 5447.130859
	Iteration 39Q: 3 clusters Score -6341322 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -6341435.500000 Penalty: 5447.130859
	Iteration 40F: 3 clusters Score -6341436 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -6341579.000000 Penalty: 5447.130859
	Iteration 41Q: 3 clusters Score -6341579 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -6341713.000000 Penalty: 5447.130859
	Iteration 42Q: 3 clusters Score -6341713 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -6341789.000000 Penalty: 5447.130859
	Iteration 43Q: 3 clusters Score -6341789 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6341907.000000 Penalty: 5447.130859
	Iteration 44Q: 3 clusters Score -6341907 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -6342017.500000 Penalty: 5447.130859
	Iteration 45Q: 3 clusters Score -6342018 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6342100.000000 Penalty: 5447.130859
	Iteration 46Q: 3 clusters Score -6342100 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6342191.500000 Penalty: 5447.130859
	Iteration 47Q: 3 clusters Score -6342192 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -6342287.000000 Penalty: 5447.130859
	Iteration 48Q: 3 clusters Score -6342287 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -6342363.500000 Penalty: 5447.130859
	Iteration 49Q: 3 clusters Score -6342364 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -6342449.500000 Penalty: 5447.130859
	Iteration 50Q: 3 clusters Score -6342450 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6342515.500000 Penalty: 5447.130859
	Iteration 51Q: 3 clusters Score -6342516 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6342600.500000 Penalty: 5447.130859
	Iteration 52Q: 3 clusters Score -6342600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6342665.500000 Penalty: 5447.130859
	Iteration 53Q: 3 clusters Score -6342666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -6342723.500000 Penalty: 5447.130859
	Iteration 54Q: 3 clusters Score -6342724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6342787.500000 Penalty: 5447.130859
	Iteration 55Q: 3 clusters Score -6342788 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -6342832.500000 Penalty: 5447.130859
	Iteration 56Q: 3 clusters Score -6342832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6342870.000000 Penalty: 5447.130859
	Iteration 57Q: 3 clusters Score -6342870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6342916.000000 Penalty: 5447.130859
	Iteration 58Q: 3 clusters Score -6342916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6342956.500000 Penalty: 5447.130859
	Iteration 59Q: 3 clusters Score -6342956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6342986.000000 Penalty: 5447.130859
	Iteration 60F: 3 clusters Score -6342986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6343013.000000 Penalty: 5447.130859
	Iteration 61Q: 3 clusters Score -6343013 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6343043.000000 Penalty: 5447.130859
	Iteration 62Q: 3 clusters Score -6343043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6343059.000000 Penalty: 5447.130859
	Iteration 63Q: 3 clusters Score -6343059 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6343077.500000 Penalty: 5447.130859
	Iteration 64Q: 3 clusters Score -6343078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6343097.000000 Penalty: 5447.130859
	Iteration 65Q: 3 clusters Score -6343097 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6343133.000000 Penalty: 5447.130859
	Iteration 66Q: 3 clusters Score -6343133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6343141.000000 Penalty: 5447.130859
	Iteration 67Q: 3 clusters Score -6343141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6343157.500000 Penalty: 5447.130859
	Iteration 68Q: 3 clusters Score -6343158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6343168.000000 Penalty: 5447.130859
	Iteration 69Q: 3 clusters Score -6343168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6343191.500000 Penalty: 5447.130859
	Iteration 70Q: 3 clusters Score -6343192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6343210.500000 Penalty: 5447.130859
	Iteration 71Q: 3 clusters Score -6343210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6343217.000000 Penalty: 5447.130859
	Iteration 72Q: 3 clusters Score -6343217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6343225.000000 Penalty: 5447.130859
	Iteration 73Q: 3 clusters Score -6343225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6343239.500000 Penalty: 5447.130859
	Iteration 74Q: 3 clusters Score -6343240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6343234.500000 Penalty: 5447.130859
	Iteration 75Q: 3 clusters Score -6343234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6343244.500000 Penalty: 5447.130859
	Iteration 76Q: 3 clusters Score -6343244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6343253.000000 Penalty: 5447.130859
	Iteration 77Q: 3 clusters Score -6343253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6343252.000000 Penalty: 5447.130859
	Iteration 78Q: 3 clusters Score -6343252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6343246.000000 Penalty: 5447.130859
	Iteration 79Q: 3 clusters Score -6343246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6343238.500000 Penalty: 5447.130859
	Iteration 80F: 3 clusters Score -6343238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6343242.500000 Penalty: 5447.130859
	Iteration 81Q: 3 clusters Score -6343242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6343248.000000 Penalty: 5447.130859
	Iteration 82Q: 3 clusters Score -6343248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6343254.000000 Penalty: 5447.130859
	Iteration 83Q: 3 clusters Score -6343254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6343262.000000 Penalty: 5447.130859
	Iteration 84Q: 3 clusters Score -6343262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6343268.000000 Penalty: 5447.130859
	Iteration 85Q: 3 clusters Score -6343268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6343259.500000 Penalty: 5447.130859
	Iteration 86Q: 3 clusters Score -6343260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6343255.500000 Penalty: 5447.130859
	Iteration 87Q: 3 clusters Score -6343256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6343255.000000 Penalty: 5447.130859
	Iteration 88Q: 3 clusters Score -6343255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6343259.500000 Penalty: 5447.130859
	Iteration 89Q: 3 clusters Score -6343260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6343265.500000 Penalty: 5447.130859
	Iteration 90Q: 3 clusters Score -6343266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6343267.000000 Penalty: 5447.130859
	Iteration 91Q: 3 clusters Score -6343267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6343264.000000 Penalty: 5447.130859
	Iteration 92Q: 3 clusters Score -6343264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6343264.000000 Penalty: 5447.130859
	Iteration 93Q: 3 clusters Score -6343264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6343264.500000 Penalty: 5447.130859
	Iteration 94Q: 3 clusters Score -6343264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6343264.500000 Penalty: 5447.130859
	Iteration 95F: 3 clusters Score -6343264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Entering Unmasked Estep 
Score: -4840939.000000 Penalty: 2656.933105
	Iteration 0F: 2 clusters Score -4840939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4810474.000000 Penalty: 5313.866211
	Iteration 0F: 3 clusters Score -4810474 nChanged 20739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4821944.500000 Penalty: 5313.866211
	Iteration 1F: 3 clusters Score -4821944 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4822470.500000 Penalty: 5313.866211
	Iteration 2Q: 3 clusters Score -4822470 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4822982.500000 Penalty: 5313.866211
	Iteration 3Q: 3 clusters Score -4822982 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4823457.500000 Penalty: 5313.866211
	Iteration 4Q: 3 clusters Score -4823458 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4823915.000000 Penalty: 5313.866211
	Iteration 5Q: 3 clusters Score -4823915 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4824432.000000 Penalty: 5313.866211
	Iteration 6Q: 3 clusters Score -4824432 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4824933.500000 Penalty: 5313.866211
	Iteration 7Q: 3 clusters Score -4824934 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4825545.000000 Penalty: 5313.866211
	Iteration 8Q: 3 clusters Score -4825545 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4826400.000000 Penalty: 5313.866211
	Iteration 9Q: 3 clusters Score -4826400 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4827311.000000 Penalty: 5313.866211
	Iteration 10Q: 3 clusters Score -4827311 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4828359.500000 Penalty: 5313.866211
	Iteration 11Q: 3 clusters Score -4828360 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4829630.500000 Penalty: 5313.866211
	Iteration 12Q: 3 clusters Score -4829630 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4830900.500000 Penalty: 5313.866211
	Iteration 13Q: 3 clusters Score -4830900 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4832119.000000 Penalty: 5313.866211
	Iteration 14Q: 3 clusters Score -4832119 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4833117.000000 Penalty: 5313.866211
	Iteration 15Q: 3 clusters Score -4833117 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -4833885.500000 Penalty: 5313.866211
	Iteration 16Q: 3 clusters Score -4833886 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4834484.500000 Penalty: 5313.866211
	Iteration 17Q: 3 clusters Score -4834484 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -4834977.000000 Penalty: 5313.866211
	Iteration 18Q: 3 clusters Score -4834977 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4835382.000000 Penalty: 5313.866211
	Iteration 19Q: 3 clusters Score -4835382 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4835782.000000 Penalty: 5313.866211
	Iteration 20F: 3 clusters Score -4835782 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4836151.500000 Penalty: 5313.866211
	Iteration 21Q: 3 clusters Score -4836152 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4836558.000000 Penalty: 5313.866211
	Iteration 22Q: 3 clusters Score -4836558 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4836897.500000 Penalty: 5313.866211
	Iteration 23Q: 3 clusters Score -4836898 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4837224.000000 Penalty: 5313.866211
	Iteration 24Q: 3 clusters Score -4837224 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4837493.000000 Penalty: 5313.866211
	Iteration 25Q: 3 clusters Score -4837493 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4837754.500000 Penalty: 5313.866211
	Iteration 26Q: 3 clusters Score -4837754 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4837954.000000 Penalty: 5313.866211
	Iteration 27Q: 3 clusters Score -4837954 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4838105.000000 Penalty: 5313.866211
	Iteration 28Q: 3 clusters Score -4838105 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4838218.500000 Penalty: 5313.866211
	Iteration 29Q: 3 clusters Score -4838218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4838322.000000 Penalty: 5313.866211
	Iteration 30Q: 3 clusters Score -4838322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4838421.500000 Penalty: 5313.866211
	Iteration 31Q: 3 clusters Score -4838422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4838482.000000 Penalty: 5313.866211
	Iteration 32Q: 3 clusters Score -4838482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4838523.500000 Penalty: 5313.866211
	Iteration 33Q: 3 clusters Score -4838524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4838558.000000 Penalty: 5313.866211
	Iteration 34Q: 3 clusters Score -4838558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4838587.000000 Penalty: 5313.866211
	Iteration 35Q: 3 clusters Score -4838587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4838607.500000 Penalty: 5313.866211
	Iteration 36Q: 3 clusters Score -4838608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4838613.000000 Penalty: 5313.866211
	Iteration 37Q: 3 clusters Score -4838613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4838630.500000 Penalty: 5313.866211
	Iteration 38Q: 3 clusters Score -4838630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4838634.500000 Penalty: 5313.866211
	Iteration 39Q: 3 clusters Score -4838634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4838643.500000 Penalty: 5313.866211
	Iteration 40F: 3 clusters Score -4838644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4838646.000000 Penalty: 5313.866211
	Iteration 41Q: 3 clusters Score -4838646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4838656.000000 Penalty: 5313.866211
	Iteration 42Q: 3 clusters Score -4838656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4838659.500000 Penalty: 5313.866211
	Iteration 43Q: 3 clusters Score -4838660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4838656.500000 Penalty: 5313.866211
	Iteration 44Q: 3 clusters Score -4838656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4838669.500000 Penalty: 5313.866211
	Iteration 45Q: 3 clusters Score -4838670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4838671.000000 Penalty: 5313.866211
	Iteration 46Q: 3 clusters Score -4838671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4838679.000000 Penalty: 5313.866211
	Iteration 47Q: 3 clusters Score -4838679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4838674.000000 Penalty: 5313.866211
	Iteration 48Q: 3 clusters Score -4838674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4838674.000000 Penalty: 5313.866211
	Iteration 49F: 3 clusters Score -4838674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -476075.531250 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -476075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -471888.906250 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -471888.9 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -472881.687500 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -472881.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -473099.906250 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -473099.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -473237.656250 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -473237.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -473326.406250 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -473326.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -473392.500000 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -473392.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -473441.093750 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -473441.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -473483.437500 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -473483.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -473518.406250 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -473518.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -473542.500000 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -473542.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -473563.187500 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -473563.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -473588.875000 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -473588.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -473614.468750 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -473614.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -473639.562500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -473639.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -473658.562500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -473658.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -473674.437500 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -473674.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -473685.500000 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -473685.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -473699.468750 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -473699.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -473712.125000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -473712.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -473725.375000 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -473725.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -473738.125000 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -473738.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -473750.531250 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -473750.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -473764.968750 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -473765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -473778.562500 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -473778.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -473791.000000 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -473791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -473802.281250 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -473802.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -473822.156250 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -473822.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -473845.718750 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -473845.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -473874.656250 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -473874.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -473900.812500 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -473900.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -473927.500000 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -473927.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -473956.187500 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -473956.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -473980.750000 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -473980.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -474009.968750 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -474010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -474046.781250 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -474046.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -474089.406250 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -474089.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -474128.593750 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -474128.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -474163.125000 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -474163.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -474188.843750 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -474188.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -474212.468750 Penalty: 4160.445801
	Iteration 39Q: 3 clusters Score -474212.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -474237.187500 Penalty: 4160.445801
	Iteration 40F: 3 clusters Score -474237.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -474255.500000 Penalty: 4160.445801
	Iteration 41Q: 3 clusters Score -474255.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -474268.687500 Penalty: 4160.445801
	Iteration 42Q: 3 clusters Score -474268.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -474283.437500 Penalty: 4160.445801
	Iteration 43Q: 3 clusters Score -474283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -474294.218750 Penalty: 4160.445801
	Iteration 44Q: 3 clusters Score -474294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -474300.125000 Penalty: 4160.445801
	Iteration 45Q: 3 clusters Score -474300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -474308.781250 Penalty: 4160.445801
	Iteration 46Q: 3 clusters Score -474308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -474316.343750 Penalty: 4160.445801
	Iteration 47Q: 3 clusters Score -474316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -474322.187500 Penalty: 4160.445801
	Iteration 48Q: 3 clusters Score -474322.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -474326.906250 Penalty: 4160.445801
	Iteration 49Q: 3 clusters Score -474326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -474329.875000 Penalty: 4160.445801
	Iteration 50Q: 3 clusters Score -474329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -474334.812500 Penalty: 4160.445801
	Iteration 51Q: 3 clusters Score -474334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -474339.375000 Penalty: 4160.445801
	Iteration 52Q: 3 clusters Score -474339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -474342.312500 Penalty: 4160.445801
	Iteration 53Q: 3 clusters Score -474342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -474345.468750 Penalty: 4160.445801
	Iteration 54Q: 3 clusters Score -474345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -474351.062500 Penalty: 4160.445801
	Iteration 55Q: 3 clusters Score -474351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -474357.843750 Penalty: 4160.445801
	Iteration 56Q: 3 clusters Score -474357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -474364.093750 Penalty: 4160.445801
	Iteration 57Q: 3 clusters Score -474364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -474369.062500 Penalty: 4160.445801
	Iteration 58Q: 3 clusters Score -474369.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -474379.156250 Penalty: 4160.445801
	Iteration 59Q: 3 clusters Score -474379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -474384.843750 Penalty: 4160.445801
	Iteration 60F: 3 clusters Score -474384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -474390.187500 Penalty: 4160.445801
	Iteration 61Q: 3 clusters Score -474390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -474392.875000 Penalty: 4160.445801
	Iteration 62Q: 3 clusters Score -474392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -474397.781250 Penalty: 4160.445801
	Iteration 63Q: 3 clusters Score -474397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -474400.437500 Penalty: 4160.445801
	Iteration 64Q: 3 clusters Score -474400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -474403.093750 Penalty: 4160.445801
	Iteration 65Q: 3 clusters Score -474403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -474405.531250 Penalty: 4160.445801
	Iteration 66Q: 3 clusters Score -474405.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -474411.750000 Penalty: 4160.445801
	Iteration 67Q: 3 clusters Score -474411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -474420.750000 Penalty: 4160.445801
	Iteration 68Q: 3 clusters Score -474420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -474423.156250 Penalty: 4160.445801
	Iteration 69Q: 3 clusters Score -474423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -474424.156250 Penalty: 4160.445801
	Iteration 70Q: 3 clusters Score -474424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -474424.687500 Penalty: 4160.445801
	Iteration 71Q: 3 clusters Score -474424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -474424.687500 Penalty: 4160.445801
	Iteration 72F: 3 clusters Score -474424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -64358.859375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -64358.86 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 365 members 
Entering Unmasked Estep 
Score: -62667.753906 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -62667.75 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62864.738281 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -62864.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62925.468750 Penalty: 3235.687012
	Iteration 2Q: 3 clusters Score -62925.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62958.394531 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -62958.39 nChanged 9
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: -62970.871094 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -62970.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62981.203125 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -62981.2 nChanged 3
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: -62989.816406 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -62989.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62993.074219 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -62993.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62993.074219 Penalty: 3235.687012
	Iteration 8F: 3 clusters Score -62993.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Entering Unmasked Estep 
Score: -11243513.000000 Penalty: 2867.274902
	Iteration 0F: 2 clusters Score -1.124351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -11172984.000000 Penalty: 5734.549805
	Iteration 0F: 3 clusters Score -1.117298e+07 nChanged 49901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -11201845.000000 Penalty: 5734.549805
	Iteration 1F: 3 clusters Score -1.120184e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -11203270.000000 Penalty: 5734.549805
	Iteration 2Q: 3 clusters Score -1.120327e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -11205018.000000 Penalty: 5734.549805
	Iteration 3Q: 3 clusters Score -1.120502e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -11207646.000000 Penalty: 5734.549805
	Iteration 4F: 3 clusters Score -1.120765e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -11211153.000000 Penalty: 5734.549805
	Iteration 5F: 3 clusters Score -1.121115e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -11216175.000000 Penalty: 5734.549805
	Iteration 6F: 3 clusters Score -1.121618e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -11222395.000000 Penalty: 5734.549805
	Iteration 7F: 3 clusters Score -1.12224e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -11228407.000000 Penalty: 5734.549805
	Iteration 8F: 3 clusters Score -1.122841e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -11232094.000000 Penalty: 5734.549805
	Iteration 9Q: 3 clusters Score -1.123209e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -11233625.000000 Penalty: 5734.549805
	Iteration 10Q: 3 clusters Score -1.123362e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -11234403.000000 Penalty: 5734.549805
	Iteration 11Q: 3 clusters Score -1.12344e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -11234967.000000 Penalty: 5734.549805
	Iteration 12Q: 3 clusters Score -1.123497e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -11235458.000000 Penalty: 5734.549805
	Iteration 13Q: 3 clusters Score -1.123546e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -11235963.000000 Penalty: 5734.549805
	Iteration 14Q: 3 clusters Score -1.123596e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -11236510.000000 Penalty: 5734.549805
	Iteration 15Q: 3 clusters Score -1.123651e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -11237019.000000 Penalty: 5734.549805
	Iteration 16Q: 3 clusters Score -1.123702e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -11237489.000000 Penalty: 5734.549805
	Iteration 17Q: 3 clusters Score -1.123749e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -11237959.000000 Penalty: 5734.549805
	Iteration 18Q: 3 clusters Score -1.123796e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -11238361.000000 Penalty: 5734.549805
	Iteration 19Q: 3 clusters Score -1.123836e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -11238736.000000 Penalty: 5734.549805
	Iteration 20F: 3 clusters Score -1.123874e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -11239012.000000 Penalty: 5734.549805
	Iteration 21Q: 3 clusters Score -1.123901e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -11239288.000000 Penalty: 5734.549805
	Iteration 22Q: 3 clusters Score -1.123929e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -11239532.000000 Penalty: 5734.549805
	Iteration 23Q: 3 clusters Score -1.123953e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -11239753.000000 Penalty: 5734.549805
	Iteration 24Q: 3 clusters Score -1.123975e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -11239965.000000 Penalty: 5734.549805
	Iteration 25Q: 3 clusters Score -1.123996e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -11240127.000000 Penalty: 5734.549805
	Iteration 26Q: 3 clusters Score -1.124013e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -11240310.000000 Penalty: 5734.549805
	Iteration 27Q: 3 clusters Score -1.124031e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -11240428.000000 Penalty: 5734.549805
	Iteration 28Q: 3 clusters Score -1.124043e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -11240586.000000 Penalty: 5734.549805
	Iteration 29Q: 3 clusters Score -1.124059e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -11240678.000000 Penalty: 5734.549805
	Iteration 30Q: 3 clusters Score -1.124068e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -11240819.000000 Penalty: 5734.549805
	Iteration 31Q: 3 clusters Score -1.124082e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -11240923.000000 Penalty: 5734.549805
	Iteration 32Q: 3 clusters Score -1.124092e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -11241031.000000 Penalty: 5734.549805
	Iteration 33Q: 3 clusters Score -1.124103e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -11241131.000000 Penalty: 5734.549805
	Iteration 34Q: 3 clusters Score -1.124113e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -11241144.000000 Penalty: 5734.549805
	Iteration 35Q: 3 clusters Score -1.124114e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -11241224.000000 Penalty: 5734.549805
	Iteration 36Q: 3 clusters Score -1.124122e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -11241319.000000 Penalty: 5734.549805
	Iteration 37Q: 3 clusters Score -1.124132e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -11241397.000000 Penalty: 5734.549805
	Iteration 38Q: 3 clusters Score -1.12414e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
Score: -11241448.000000 Penalty: 5734.549805
	Iteration 39Q: 3 clusters Score -1.124145e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -11241460.000000 Penalty: 5734.549805
	Iteration 40F: 3 clusters Score -1.124146e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -11241500.000000 Penalty: 5734.549805
	Iteration 41Q: 3 clusters Score -1.12415e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -11241528.000000 Penalty: 5734.549805
	Iteration 42Q: 3 clusters Score -1.124153e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -11241565.000000 Penalty: 5734.549805
	Iteration 43Q: 3 clusters Score -1.124156e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -11241612.000000 Penalty: 5734.549805
	Iteration 44Q: 3 clusters Score -1.124161e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -11241646.000000 Penalty: 5734.549805
	Iteration 45Q: 3 clusters Score -1.124165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -11241650.000000 Penalty: 5734.549805
	Iteration 46Q: 3 clusters Score -1.124165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -11241667.000000 Penalty: 5734.549805
	Iteration 47Q: 3 clusters Score -1.124167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -11241668.000000 Penalty: 5734.549805
	Iteration 48Q: 3 clusters Score -1.124167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -11241691.000000 Penalty: 5734.549805
	Iteration 49Q: 3 clusters Score -1.124169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -11241699.000000 Penalty: 5734.549805
	Iteration 50Q: 3 clusters Score -1.12417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -11241711.000000 Penalty: 5734.549805
	Iteration 51Q: 3 clusters Score -1.124171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -11241692.000000 Penalty: 5734.549805
	Iteration 52Q: 3 clusters Score -1.124169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -11241704.000000 Penalty: 5734.549805
	Iteration 53Q: 3 clusters Score -1.12417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -11241703.000000 Penalty: 5734.549805
	Iteration 54Q: 3 clusters Score -1.12417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -11241707.000000 Penalty: 5734.549805
	Iteration 55Q: 3 clusters Score -1.124171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -11241697.000000 Penalty: 5734.549805
	Iteration 56Q: 3 clusters Score -1.12417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -11241708.000000 Penalty: 5734.549805
	Iteration 57Q: 3 clusters Score -1.124171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -11241695.000000 Penalty: 5734.549805
	Iteration 58Q: 3 clusters Score -1.12417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -11241685.000000 Penalty: 5734.549805
	Iteration 59Q: 3 clusters Score -1.124168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -11241689.000000 Penalty: 5734.549805
	Iteration 60F: 3 clusters Score -1.124169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -11241700.000000 Penalty: 5734.549805
	Iteration 61Q: 3 clusters Score -1.12417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -11241694.000000 Penalty: 5734.549805
	Iteration 62Q: 3 clusters Score -1.124169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -11241701.000000 Penalty: 5734.549805
	Iteration 63Q: 3 clusters Score -1.12417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -11241702.000000 Penalty: 5734.549805
	Iteration 64Q: 3 clusters Score -1.12417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -11241708.000000 Penalty: 5734.549805
	Iteration 65Q: 3 clusters Score -1.124171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -11241703.000000 Penalty: 5734.549805
	Iteration 66Q: 3 clusters Score -1.12417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -11241691.000000 Penalty: 5734.549805
	Iteration 67Q: 3 clusters Score -1.124169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -11241688.000000 Penalty: 5734.549805
	Iteration 68Q: 3 clusters Score -1.124169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -11241689.000000 Penalty: 5734.549805
	Iteration 69Q: 3 clusters Score -1.124169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -11241689.000000 Penalty: 5734.549805
	Iteration 70F: 3 clusters Score -1.124169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -75997.054688 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -75997.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74227.593750 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -74227.59 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74724.335938 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -74724.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75501.953125 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -75501.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75717.882812 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -75717.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75864.820312 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -75864.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75963.046875 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -75963.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76028.546875 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -76028.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76080.273438 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -76080.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -76121.398438 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -76121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -76135.335938 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -76135.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76148.242188 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -76148.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76163.507812 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -76163.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -76179.281250 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -76179.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -76189.289062 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -76189.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -76198.765625 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -76198.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76211.109375 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -76211.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -76227.953125 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -76227.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -76229.195312 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -76229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -76229.195312 Penalty: 3346.220459
	Iteration 18F: 3 clusters Score -76229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327167 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278159 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 339516 members 
Mstep: Class 21 contains 87898 members 
Mstep: Class 22 contains 174 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158392208.000000 Penalty: 84740.203125
Splitting cluster 19 changes total score from -158393872.000000 to -158392208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (339516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339516 members 
Entering Unmasked Estep 
Score: -35931584.000000 Penalty: 3158.348389
	Iteration 0F: 2 clusters Score -3.593158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 170010 members 
Entering Unmasked Estep 
Score: -35713060.000000 Penalty: 6316.696777
	Iteration 0F: 3 clusters Score -3.571306e+07 nChanged 164738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 172622 members 
Entering Unmasked Estep 
Score: -35809968.000000 Penalty: 6316.696777
	Iteration 1F: 3 clusters Score -3.580997e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165612 members 
Mstep: Class 2 contains 173904 members 
Entering Unmasked Estep 
Score: -35811088.000000 Penalty: 6316.696777
	Iteration 2Q: 3 clusters Score -3.581109e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163495 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -35812608.000000 Penalty: 6316.696777
	Iteration 3Q: 3 clusters Score -3.581261e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 179454 members 
Entering Unmasked Estep 
Score: -35815064.000000 Penalty: 6316.696777
	Iteration 4Q: 3 clusters Score -3.581506e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -35818704.000000 Penalty: 6316.696777
	Iteration 5Q: 3 clusters Score -3.58187e+07 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146921 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -35825024.000000 Penalty: 6316.696777
	Iteration 6Q: 3 clusters Score -3.582502e+07 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 203021 members 
Entering Unmasked Estep 
Score: -35835520.000000 Penalty: 6316.696777
	Iteration 7Q: 3 clusters Score -3.583552e+07 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 215241 members 
Entering Unmasked Estep 
Score: -35850508.000000 Penalty: 6316.696777
	Iteration 8F: 3 clusters Score -3.585051e+07 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 226993 members 
Entering Unmasked Estep 
Score: -35867684.000000 Penalty: 6316.696777
	Iteration 9F: 3 clusters Score -3.586768e+07 nChanged 20689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 235956 members 
Entering Unmasked Estep 
Score: -35881572.000000 Penalty: 6316.696777
	Iteration 10F: 3 clusters Score -3.588157e+07 nChanged 16962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 241990 members 
Entering Unmasked Estep 
Score: -35889892.000000 Penalty: 6316.696777
	Iteration 11Q: 3 clusters Score -3.588989e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 246251 members 
Entering Unmasked Estep 
Score: -35894096.000000 Penalty: 6316.696777
	Iteration 12Q: 3 clusters Score -3.58941e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 249998 members 
Entering Unmasked Estep 
Score: -35895908.000000 Penalty: 6316.696777
	Iteration 13Q: 3 clusters Score -3.589591e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 253534 members 
Entering Unmasked Estep 
Score: -35897056.000000 Penalty: 6316.696777
	Iteration 14Q: 3 clusters Score -3.589706e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 257058 members 
Entering Unmasked Estep 
Score: -35897916.000000 Penalty: 6316.696777
	Iteration 15Q: 3 clusters Score -3.589792e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 260594 members 
Entering Unmasked Estep 
Score: -35898604.000000 Penalty: 6316.696777
	Iteration 16Q: 3 clusters Score -3.58986e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 264221 members 
Entering Unmasked Estep 
Score: -35899448.000000 Penalty: 6316.696777
	Iteration 17Q: 3 clusters Score -3.589945e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 267950 members 
Entering Unmasked Estep 
Score: -35900448.000000 Penalty: 6316.696777
	Iteration 18Q: 3 clusters Score -3.590045e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 271615 members 
Entering Unmasked Estep 
Score: -35901464.000000 Penalty: 6316.696777
	Iteration 19Q: 3 clusters Score -3.590146e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 275360 members 
Entering Unmasked Estep 
Score: -35902460.000000 Penalty: 6316.696777
	Iteration 20F: 3 clusters Score -3.590246e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 279368 members 
Entering Unmasked Estep 
Score: -35903536.000000 Penalty: 6316.696777
	Iteration 21Q: 3 clusters Score -3.590354e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 283436 members 
Entering Unmasked Estep 
Score: -35905096.000000 Penalty: 6316.696777
	Iteration 22Q: 3 clusters Score -3.59051e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 287680 members 
Entering Unmasked Estep 
Score: -35906884.000000 Penalty: 6316.696777
	Iteration 23Q: 3 clusters Score -3.590688e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 291950 members 
Entering Unmasked Estep 
Score: -35908544.000000 Penalty: 6316.696777
	Iteration 24Q: 3 clusters Score -3.590854e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 296248 members 
Entering Unmasked Estep 
Score: -35910324.000000 Penalty: 6316.696777
	Iteration 25Q: 3 clusters Score -3.591032e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 300570 members 
Entering Unmasked Estep 
Score: -35912376.000000 Penalty: 6316.696777
	Iteration 26Q: 3 clusters Score -3.591238e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 304700 members 
Entering Unmasked Estep 
Score: -35914328.000000 Penalty: 6316.696777
	Iteration 27Q: 3 clusters Score -3.591433e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 308856 members 
Entering Unmasked Estep 
Score: -35916372.000000 Penalty: 6316.696777
	Iteration 28Q: 3 clusters Score -3.591637e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 312927 members 
Entering Unmasked Estep 
Score: -35918580.000000 Penalty: 6316.696777
	Iteration 29Q: 3 clusters Score -3.591858e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 316756 members 
Entering Unmasked Estep 
Score: -35920656.000000 Penalty: 6316.696777
	Iteration 30Q: 3 clusters Score -3.592066e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 320222 members 
Entering Unmasked Estep 
Score: -35922652.000000 Penalty: 6316.696777
	Iteration 31Q: 3 clusters Score -3.592265e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 323234 members 
Entering Unmasked Estep 
Score: -35923920.000000 Penalty: 6316.696777
	Iteration 32Q: 3 clusters Score -3.592392e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 325849 members 
Entering Unmasked Estep 
Score: -35924808.000000 Penalty: 6316.696777
	Iteration 33Q: 3 clusters Score -3.592481e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 327990 members 
Entering Unmasked Estep 
Score: -35925496.000000 Penalty: 6316.696777
	Iteration 34Q: 3 clusters Score -3.59255e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 329705 members 
Entering Unmasked Estep 
Score: -35926152.000000 Penalty: 6316.696777
	Iteration 35Q: 3 clusters Score -3.592615e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 331215 members 
Entering Unmasked Estep 
Score: -35926680.000000 Penalty: 6316.696777
	Iteration 36Q: 3 clusters Score -3.592668e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 332408 members 
Entering Unmasked Estep 
Score: -35927132.000000 Penalty: 6316.696777
	Iteration 37Q: 3 clusters Score -3.592713e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 333356 members 
Entering Unmasked Estep 
Score: -35927408.000000 Penalty: 6316.696777
	Iteration 38Q: 3 clusters Score -3.592741e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 334141 members 
Entering Unmasked Estep 
Score: -35927552.000000 Penalty: 6316.696777
	Iteration 39Q: 3 clusters Score -3.592755e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 334778 members 
Entering Unmasked Estep 
Score: -35927872.000000 Penalty: 6316.696777
	Iteration 40F: 3 clusters Score -3.592787e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 335305 members 
Entering Unmasked Estep 
Score: -35928116.000000 Penalty: 6316.696777
	Iteration 41Q: 3 clusters Score -3.592812e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 335715 members 
Entering Unmasked Estep 
Score: -35928280.000000 Penalty: 6316.696777
	Iteration 42Q: 3 clusters Score -3.592828e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 336048 members 
Entering Unmasked Estep 
Score: -35928460.000000 Penalty: 6316.696777
	Iteration 43Q: 3 clusters Score -3.592846e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 336315 members 
Entering Unmasked Estep 
Score: -35928572.000000 Penalty: 6316.696777
	Iteration 44Q: 3 clusters Score -3.592857e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 336547 members 
Entering Unmasked Estep 
Score: -35928624.000000 Penalty: 6316.696777
	Iteration 45Q: 3 clusters Score -3.592862e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 336717 members 
Entering Unmasked Estep 
Score: -35928692.000000 Penalty: 6316.696777
	Iteration 46Q: 3 clusters Score -3.592869e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 336862 members 
Entering Unmasked Estep 
Score: -35928752.000000 Penalty: 6316.696777
	Iteration 47Q: 3 clusters Score -3.592875e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 336973 members 
Entering Unmasked Estep 
Score: -35928776.000000 Penalty: 6316.696777
	Iteration 48Q: 3 clusters Score -3.592878e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 337066 members 
Entering Unmasked Estep 
Score: -35928824.000000 Penalty: 6316.696777
	Iteration 49Q: 3 clusters Score -3.592882e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 337159 members 
Entering Unmasked Estep 
Score: -35928876.000000 Penalty: 6316.696777
	Iteration 50Q: 3 clusters Score -3.592888e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 337241 members 
Entering Unmasked Estep 
Score: -35928924.000000 Penalty: 6316.696777
	Iteration 51Q: 3 clusters Score -3.592892e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 337309 members 
Entering Unmasked Estep 
Score: -35928924.000000 Penalty: 6316.696777
	Iteration 52Q: 3 clusters Score -3.592892e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 337373 members 
Entering Unmasked Estep 
Score: -35928952.000000 Penalty: 6316.696777
	Iteration 53Q: 3 clusters Score -3.592895e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 337435 members 
Entering Unmasked Estep 
Score: -35928976.000000 Penalty: 6316.696777
	Iteration 54Q: 3 clusters Score -3.592898e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 337487 members 
Entering Unmasked Estep 
Score: -35929016.000000 Penalty: 6316.696777
	Iteration 55Q: 3 clusters Score -3.592902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 337526 members 
Entering Unmasked Estep 
Score: -35929000.000000 Penalty: 6316.696777
	Iteration 56Q: 3 clusters Score -3.5929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 337556 members 
Entering Unmasked Estep 
Score: -35928996.000000 Penalty: 6316.696777
	Iteration 57Q: 3 clusters Score -3.5929e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 337590 members 
Entering Unmasked Estep 
Score: -35929032.000000 Penalty: 6316.696777
	Iteration 58Q: 3 clusters Score -3.592903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 337616 members 
Entering Unmasked Estep 
Score: -35929036.000000 Penalty: 6316.696777
	Iteration 59Q: 3 clusters Score -3.592904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 337631 members 
Entering Unmasked Estep 
Score: -35929048.000000 Penalty: 6316.696777
	Iteration 60F: 3 clusters Score -3.592905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 337646 members 
Entering Unmasked Estep 
Score: -35929076.000000 Penalty: 6316.696777
	Iteration 61Q: 3 clusters Score -3.592908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 337667 members 
Entering Unmasked Estep 
Score: -35929040.000000 Penalty: 6316.696777
	Iteration 62Q: 3 clusters Score -3.592904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 337677 members 
Entering Unmasked Estep 
Score: -35929016.000000 Penalty: 6316.696777
	Iteration 63Q: 3 clusters Score -3.592902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 337692 members 
Entering Unmasked Estep 
Score: -35929060.000000 Penalty: 6316.696777
	Iteration 64Q: 3 clusters Score -3.592906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 337704 members 
Entering Unmasked Estep 
Score: -35929068.000000 Penalty: 6316.696777
	Iteration 65Q: 3 clusters Score -3.592907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 337708 members 
Entering Unmasked Estep 
Score: -35929052.000000 Penalty: 6316.696777
	Iteration 66Q: 3 clusters Score -3.592905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 337718 members 
Entering Unmasked Estep 
Score: -35929036.000000 Penalty: 6316.696777
	Iteration 67Q: 3 clusters Score -3.592904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 337727 members 
Entering Unmasked Estep 
Score: -35929052.000000 Penalty: 6316.696777
	Iteration 68Q: 3 clusters Score -3.592905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 337731 members 
Entering Unmasked Estep 
Score: -35929072.000000 Penalty: 6316.696777
	Iteration 69Q: 3 clusters Score -3.592907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 337737 members 
Entering Unmasked Estep 
Score: -35929088.000000 Penalty: 6316.696777
	Iteration 70Q: 3 clusters Score -3.592909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 337743 members 
Entering Unmasked Estep 
Score: -35929064.000000 Penalty: 6316.696777
	Iteration 71Q: 3 clusters Score -3.592906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 337750 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 72Q: 3 clusters Score -3.592912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 337754 members 
Entering Unmasked Estep 
Score: -35929076.000000 Penalty: 6316.696777
	Iteration 73Q: 3 clusters Score -3.592908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 337756 members 
Entering Unmasked Estep 
Score: -35929088.000000 Penalty: 6316.696777
	Iteration 74Q: 3 clusters Score -3.592909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 337762 members 
Entering Unmasked Estep 
Score: -35929108.000000 Penalty: 6316.696777
	Iteration 75Q: 3 clusters Score -3.592911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 337772 members 
Entering Unmasked Estep 
Score: -35929092.000000 Penalty: 6316.696777
	Iteration 76Q: 3 clusters Score -3.592909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 337776 members 
Entering Unmasked Estep 
Score: -35929112.000000 Penalty: 6316.696777
	Iteration 77Q: 3 clusters Score -3.592911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 337780 members 
Entering Unmasked Estep 
Score: -35929104.000000 Penalty: 6316.696777
	Iteration 78Q: 3 clusters Score -3.59291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 337782 members 
Entering Unmasked Estep 
Score: -35929108.000000 Penalty: 6316.696777
	Iteration 79Q: 3 clusters Score -3.592911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 337785 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 80F: 3 clusters Score -3.592912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 337791 members 
Entering Unmasked Estep 
Score: -35929108.000000 Penalty: 6316.696777
	Iteration 81Q: 3 clusters Score -3.592911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 337796 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 82Q: 3 clusters Score -3.592912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 337799 members 
Entering Unmasked Estep 
Score: -35929132.000000 Penalty: 6316.696777
	Iteration 83Q: 3 clusters Score -3.592913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 337806 members 
Entering Unmasked Estep 
Score: -35929148.000000 Penalty: 6316.696777
	Iteration 84Q: 3 clusters Score -3.592915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 337807 members 
Entering Unmasked Estep 
Score: -35929124.000000 Penalty: 6316.696777
	Iteration 85Q: 3 clusters Score -3.592912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 337810 members 
Entering Unmasked Estep 
Score: -35929128.000000 Penalty: 6316.696777
	Iteration 86Q: 3 clusters Score -3.592913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 337812 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 87Q: 3 clusters Score -3.592912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 337815 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 88Q: 3 clusters Score -3.592912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 337816 members 
Entering Unmasked Estep 
Score: -35929132.000000 Penalty: 6316.696777
	Iteration 89Q: 3 clusters Score -3.592913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 337819 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 90Q: 3 clusters Score -3.592912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 337822 members 
Entering Unmasked Estep 
Score: -35929136.000000 Penalty: 6316.696777
	Iteration 91Q: 3 clusters Score -3.592914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 337824 members 
Entering Unmasked Estep 
Score: -35929148.000000 Penalty: 6316.696777
	Iteration 92Q: 3 clusters Score -3.592915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 337823 members 
Entering Unmasked Estep 
Score: -35929144.000000 Penalty: 6316.696777
	Iteration 93Q: 3 clusters Score -3.592914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 337825 members 
Entering Unmasked Estep 
Score: -35929132.000000 Penalty: 6316.696777
	Iteration 94Q: 3 clusters Score -3.592913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 337826 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 6316.696777
	Iteration 95Q: 3 clusters Score -3.592912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 337828 members 
Entering Unmasked Estep 
Score: -35929128.000000 Penalty: 6316.696777
	Iteration 96Q: 3 clusters Score -3.592913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 337832 members 
Entering Unmasked Estep 
Score: -35929124.000000 Penalty: 6316.696777
	Iteration 97Q: 3 clusters Score -3.592912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 337834 members 
Entering Unmasked Estep 
Score: -35929132.000000 Penalty: 6316.696777
	Iteration 98Q: 3 clusters Score -3.592913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 337836 members 
Entering Unmasked Estep 
Score: -35929136.000000 Penalty: 6316.696777
	Iteration 99Q: 3 clusters Score -3.592914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 337836 members 
Entering Unmasked Estep 
Score: -35929128.000000 Penalty: 6316.696777
	Iteration 100F: 3 clusters Score -3.592913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 337839 members 
Entering Unmasked Estep 
Score: -35929144.000000 Penalty: 6316.696777
	Iteration 101Q: 3 clusters Score -3.592914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 337842 members 
Entering Unmasked Estep 
Score: -35929132.000000 Penalty: 6316.696777
	Iteration 102Q: 3 clusters Score -3.592913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 337845 members 
Entering Unmasked Estep 
Score: -35929144.000000 Penalty: 6316.696777
	Iteration 103Q: 3 clusters Score -3.592914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 337850 members 
Entering Unmasked Estep 
Score: -35929156.000000 Penalty: 6316.696777
	Iteration 104Q: 3 clusters Score -3.592916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 337859 members 
Entering Unmasked Estep 
Score: -35929152.000000 Penalty: 6316.696777
	Iteration 105Q: 3 clusters Score -3.592915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 337865 members 
Entering Unmasked Estep 
Score: -35929148.000000 Penalty: 6316.696777
	Iteration 106Q: 3 clusters Score -3.592915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 337868 members 
Entering Unmasked Estep 
Score: -35929140.000000 Penalty: 6316.696777
	Iteration 107Q: 3 clusters Score -3.592914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 337871 members 
Entering Unmasked Estep 
Score: -35929152.000000 Penalty: 6316.696777
	Iteration 108Q: 3 clusters Score -3.592915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 337873 members 
Entering Unmasked Estep 
Score: -35929160.000000 Penalty: 6316.696777
	Iteration 109Q: 3 clusters Score -3.592916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 337877 members 
Entering Unmasked Estep 
Score: -35929148.000000 Penalty: 6316.696777
	Iteration 110Q: 3 clusters Score -3.592915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 337883 members 
Entering Unmasked Estep 
Score: -35929160.000000 Penalty: 6316.696777
	Iteration 111Q: 3 clusters Score -3.592916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 337888 members 
Entering Unmasked Estep 
Score: -35929156.000000 Penalty: 6316.696777
	Iteration 112Q: 3 clusters Score -3.592916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 337893 members 
Entering Unmasked Estep 
Score: -35929156.000000 Penalty: 6316.696777
	Iteration 113Q: 3 clusters Score -3.592916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 337898 members 
Entering Unmasked Estep 
Score: -35929156.000000 Penalty: 6316.696777
	Iteration 114Q: 3 clusters Score -3.592916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 337902 members 
Entering Unmasked Estep 
Score: -35929172.000000 Penalty: 6316.696777
	Iteration 115Q: 3 clusters Score -3.592917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 337905 members 
Entering Unmasked Estep 
Score: -35929172.000000 Penalty: 6316.696777
	Iteration 116Q: 3 clusters Score -3.592917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 337908 members 
Entering Unmasked Estep 
Score: -35929180.000000 Penalty: 6316.696777
	Iteration 117Q: 3 clusters Score -3.592918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 337909 members 
Entering Unmasked Estep 
Score: -35929160.000000 Penalty: 6316.696777
	Iteration 118Q: 3 clusters Score -3.592916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 337916 members 
Entering Unmasked Estep 
Score: -35929164.000000 Penalty: 6316.696777
	Iteration 119Q: 3 clusters Score -3.592916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 337923 members 
Entering Unmasked Estep 
Score: -35929156.000000 Penalty: 6316.696777
	Iteration 120F: 3 clusters Score -3.592916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 337929 members 
Entering Unmasked Estep 
Score: -35929164.000000 Penalty: 6316.696777
	Iteration 121Q: 3 clusters Score -3.592916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 337930 members 
Entering Unmasked Estep 
Score: -35929168.000000 Penalty: 6316.696777
	Iteration 122Q: 3 clusters Score -3.592917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 337935 members 
Entering Unmasked Estep 
Score: -35929164.000000 Penalty: 6316.696777
	Iteration 123Q: 3 clusters Score -3.592916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 337942 members 
Entering Unmasked Estep 
Score: -35929184.000000 Penalty: 6316.696777
	Iteration 124Q: 3 clusters Score -3.592918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 337946 members 
Entering Unmasked Estep 
Score: -35929176.000000 Penalty: 6316.696777
	Iteration 125Q: 3 clusters Score -3.592918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 337951 members 
Entering Unmasked Estep 
Score: -35929148.000000 Penalty: 6316.696777
	Iteration 126Q: 3 clusters Score -3.592915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 337956 members 
Entering Unmasked Estep 
Score: -35929144.000000 Penalty: 6316.696777
	Iteration 127Q: 3 clusters Score -3.592914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 337960 members 
Entering Unmasked Estep 
Score: -35929148.000000 Penalty: 6316.696777
	Iteration 128Q: 3 clusters Score -3.592915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 337964 members 
Entering Unmasked Estep 
Score: -35929132.000000 Penalty: 6316.696777
	Iteration 129Q: 3 clusters Score -3.592913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 337966 members 
Entering Unmasked Estep 
Score: -35929140.000000 Penalty: 6316.696777
	Iteration 130Q: 3 clusters Score -3.592914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 337968 members 
Entering Unmasked Estep 
Score: -35929136.000000 Penalty: 6316.696777
	Iteration 131Q: 3 clusters Score -3.592914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 337968 members 
Entering Unmasked Estep 
Score: -35929136.000000 Penalty: 6316.696777
	Iteration 132F: 3 clusters Score -3.592914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Entering Unmasked Estep 
Score: -9065793.000000 Penalty: 2823.215088
	Iteration 0F: 2 clusters Score -9065793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -9006949.000000 Penalty: 5646.430176
	Iteration 0F: 3 clusters Score -9006949 nChanged 41458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -9030075.000000 Penalty: 5646.430176
	Iteration 1F: 3 clusters Score -9030075 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9030611.000000 Penalty: 5646.430176
	Iteration 2Q: 3 clusters Score -9030611 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -9031153.000000 Penalty: 5646.430176
	Iteration 3Q: 3 clusters Score -9031153 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -9031636.000000 Penalty: 5646.430176
	Iteration 4Q: 3 clusters Score -9031636 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -9032073.000000 Penalty: 5646.430176
	Iteration 5Q: 3 clusters Score -9032073 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -9032728.000000 Penalty: 5646.430176
	Iteration 6Q: 3 clusters Score -9032728 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -9033726.000000 Penalty: 5646.430176
	Iteration 7Q: 3 clusters Score -9033726 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -9035363.000000 Penalty: 5646.430176
	Iteration 8Q: 3 clusters Score -9035363 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -9038085.000000 Penalty: 5646.430176
	Iteration 9F: 3 clusters Score -9038085 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -9042646.000000 Penalty: 5646.430176
	Iteration 10F: 3 clusters Score -9042646 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -9048967.000000 Penalty: 5646.430176
	Iteration 11F: 3 clusters Score -9048967 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -9055669.000000 Penalty: 5646.430176
	Iteration 12F: 3 clusters Score -9055669 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -9060275.000000 Penalty: 5646.430176
	Iteration 13F: 3 clusters Score -9060275 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -9062290.000000 Penalty: 5646.430176
	Iteration 14Q: 3 clusters Score -9062290 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -9062899.000000 Penalty: 5646.430176
	Iteration 15Q: 3 clusters Score -9062899 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -9063130.000000 Penalty: 5646.430176
	Iteration 16Q: 3 clusters Score -9063130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -9063208.000000 Penalty: 5646.430176
	Iteration 17Q: 3 clusters Score -9063208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -9063258.000000 Penalty: 5646.430176
	Iteration 18Q: 3 clusters Score -9063258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -9063287.000000 Penalty: 5646.430176
	Iteration 19Q: 3 clusters Score -9063287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -9063311.000000 Penalty: 5646.430176
	Iteration 20F: 3 clusters Score -9063311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -9063319.000000 Penalty: 5646.430176
	Iteration 21Q: 3 clusters Score -9063319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -9063336.000000 Penalty: 5646.430176
	Iteration 22Q: 3 clusters Score -9063336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -9063339.000000 Penalty: 5646.430176
	Iteration 23Q: 3 clusters Score -9063339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -9063339.000000 Penalty: 5646.430176
	Iteration 24F: 3 clusters Score -9063339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Entering Unmasked Estep 
Score: -3316707.250000 Penalty: 2562.631104
	Iteration 0F: 2 clusters Score -3316707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3295762.750000 Penalty: 5125.262207
	Iteration 0F: 3 clusters Score -3295763 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3303099.750000 Penalty: 5125.262207
	Iteration 1F: 3 clusters Score -3303100 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3303624.250000 Penalty: 5125.262207
	Iteration 2Q: 3 clusters Score -3303624 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3304149.000000 Penalty: 5125.262207
	Iteration 3Q: 3 clusters Score -3304149 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3304778.250000 Penalty: 5125.262207
	Iteration 4Q: 3 clusters Score -3304778 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3305603.000000 Penalty: 5125.262207
	Iteration 5F: 3 clusters Score -3305603 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3306657.000000 Penalty: 5125.262207
	Iteration 6F: 3 clusters Score -3306657 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3308017.250000 Penalty: 5125.262207
	Iteration 7F: 3 clusters Score -3308017 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3309617.500000 Penalty: 5125.262207
	Iteration 8F: 3 clusters Score -3309618 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3311292.750000 Penalty: 5125.262207
	Iteration 9F: 3 clusters Score -3311293 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3312628.250000 Penalty: 5125.262207
	Iteration 10Q: 3 clusters Score -3312628 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3313479.750000 Penalty: 5125.262207
	Iteration 11Q: 3 clusters Score -3313480 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3313897.500000 Penalty: 5125.262207
	Iteration 12Q: 3 clusters Score -3313898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3314112.500000 Penalty: 5125.262207
	Iteration 13Q: 3 clusters Score -3314112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3314282.750000 Penalty: 5125.262207
	Iteration 14Q: 3 clusters Score -3314283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3314369.250000 Penalty: 5125.262207
	Iteration 15Q: 3 clusters Score -3314369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3314430.500000 Penalty: 5125.262207
	Iteration 16Q: 3 clusters Score -3314430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3314476.000000 Penalty: 5125.262207
	Iteration 17Q: 3 clusters Score -3314476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3314508.250000 Penalty: 5125.262207
	Iteration 18Q: 3 clusters Score -3314508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3314525.750000 Penalty: 5125.262207
	Iteration 19Q: 3 clusters Score -3314526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3314532.500000 Penalty: 5125.262207
	Iteration 20F: 3 clusters Score -3314532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3314536.750000 Penalty: 5125.262207
	Iteration 21Q: 3 clusters Score -3314537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3314542.500000 Penalty: 5125.262207
	Iteration 22Q: 3 clusters Score -3314542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3314542.500000 Penalty: 5125.262207
	Iteration 23F: 3 clusters Score -3314542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -1067415.750000 Penalty: 2299.502686
	Iteration 0F: 2 clusters Score -1067416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1059356.250000 Penalty: 4599.005371
	Iteration 0F: 3 clusters Score -1059356 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1061642.125000 Penalty: 4599.005371
	Iteration 1F: 3 clusters Score -1061642 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1062005.375000 Penalty: 4599.005371
	Iteration 2F: 3 clusters Score -1062005 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1062524.500000 Penalty: 4599.005371
	Iteration 3F: 3 clusters Score -1062524 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1063139.375000 Penalty: 4599.005371
	Iteration 4F: 3 clusters Score -1063139 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1063720.000000 Penalty: 4599.005371
	Iteration 5F: 3 clusters Score -1063720 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1064284.000000 Penalty: 4599.005371
	Iteration 6F: 3 clusters Score -1064284 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1064792.750000 Penalty: 4599.005371
	Iteration 7F: 3 clusters Score -1064793 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1065205.500000 Penalty: 4599.005371
	Iteration 8F: 3 clusters Score -1065206 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1065495.125000 Penalty: 4599.005371
	Iteration 9Q: 3 clusters Score -1065495 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1065716.875000 Penalty: 4599.005371
	Iteration 10Q: 3 clusters Score -1065717 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1065897.125000 Penalty: 4599.005371
	Iteration 11Q: 3 clusters Score -1065897 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1066035.625000 Penalty: 4599.005371
	Iteration 12Q: 3 clusters Score -1066036 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1066126.625000 Penalty: 4599.005371
	Iteration 13Q: 3 clusters Score -1066127 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1066187.375000 Penalty: 4599.005371
	Iteration 14Q: 3 clusters Score -1066187 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1066236.000000 Penalty: 4599.005371
	Iteration 15Q: 3 clusters Score -1066236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1066288.500000 Penalty: 4599.005371
	Iteration 16Q: 3 clusters Score -1066288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1066328.875000 Penalty: 4599.005371
	Iteration 17Q: 3 clusters Score -1066329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1066360.000000 Penalty: 4599.005371
	Iteration 18Q: 3 clusters Score -1066360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1066389.750000 Penalty: 4599.005371
	Iteration 19Q: 3 clusters Score -1066390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1066411.625000 Penalty: 4599.005371
	Iteration 20F: 3 clusters Score -1066412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1066427.625000 Penalty: 4599.005371
	Iteration 21Q: 3 clusters Score -1066428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1066441.000000 Penalty: 4599.005371
	Iteration 22Q: 3 clusters Score -1066441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1066456.750000 Penalty: 4599.005371
	Iteration 23Q: 3 clusters Score -1066457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1066467.875000 Penalty: 4599.005371
	Iteration 24Q: 3 clusters Score -1066468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1066485.250000 Penalty: 4599.005371
	Iteration 25Q: 3 clusters Score -1066485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1066500.875000 Penalty: 4599.005371
	Iteration 26Q: 3 clusters Score -1066501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1066512.250000 Penalty: 4599.005371
	Iteration 27Q: 3 clusters Score -1066512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1066525.500000 Penalty: 4599.005371
	Iteration 28Q: 3 clusters Score -1066526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1066535.500000 Penalty: 4599.005371
	Iteration 29Q: 3 clusters Score -1066536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1066539.625000 Penalty: 4599.005371
	Iteration 30Q: 3 clusters Score -1066540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1066544.250000 Penalty: 4599.005371
	Iteration 31Q: 3 clusters Score -1066544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1066552.625000 Penalty: 4599.005371
	Iteration 32Q: 3 clusters Score -1066553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1066563.375000 Penalty: 4599.005371
	Iteration 33Q: 3 clusters Score -1066563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1066569.000000 Penalty: 4599.005371
	Iteration 34Q: 3 clusters Score -1066569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1066576.875000 Penalty: 4599.005371
	Iteration 35Q: 3 clusters Score -1066577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1066583.500000 Penalty: 4599.005371
	Iteration 36Q: 3 clusters Score -1066584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1066589.750000 Penalty: 4599.005371
	Iteration 37Q: 3 clusters Score -1066590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1066594.875000 Penalty: 4599.005371
	Iteration 38Q: 3 clusters Score -1066595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1066596.000000 Penalty: 4599.005371
	Iteration 39Q: 3 clusters Score -1066596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1066599.500000 Penalty: 4599.005371
	Iteration 40F: 3 clusters Score -1066600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1066600.125000 Penalty: 4599.005371
	Iteration 41Q: 3 clusters Score -1066600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1066603.125000 Penalty: 4599.005371
	Iteration 42Q: 3 clusters Score -1066603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1066604.750000 Penalty: 4599.005371
	Iteration 43Q: 3 clusters Score -1066605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1066605.000000 Penalty: 4599.005371
	Iteration 44Q: 3 clusters Score -1066605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1066603.500000 Penalty: 4599.005371
	Iteration 45Q: 3 clusters Score -1066604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1066606.500000 Penalty: 4599.005371
	Iteration 46Q: 3 clusters Score -1066606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1066605.875000 Penalty: 4599.005371
	Iteration 47Q: 3 clusters Score -1066606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1066605.750000 Penalty: 4599.005371
	Iteration 48Q: 3 clusters Score -1066606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1066606.625000 Penalty: 4599.005371
	Iteration 49Q: 3 clusters Score -1066607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1066607.500000 Penalty: 4599.005371
	Iteration 50Q: 3 clusters Score -1066608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1066607.375000 Penalty: 4599.005371
	Iteration 51Q: 3 clusters Score -1066607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1066607.625000 Penalty: 4599.005371
	Iteration 52Q: 3 clusters Score -1066608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1066607.625000 Penalty: 4599.005371
	Iteration 53F: 3 clusters Score -1066608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327167 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278159 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339516 members 
Mstep: Class 21 contains 87898 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393888.000000 Penalty: 81209.359375
Iteration 239Q: 24 clusters Score -1.583939e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178895 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327167 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339518 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393968.000000 Penalty: 81209.359375
Iteration 240F: 24 clusters Score -1.58394e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178896 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327164 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278156 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339522 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394000.000000 Penalty: 81209.359375
Iteration 241Q: 24 clusters Score -1.58394e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178896 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327160 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278157 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339525 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30736 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393936.000000 Penalty: 81209.359375
Iteration 242Q: 24 clusters Score -1.583939e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327158 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278157 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339525 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393952.000000 Penalty: 81209.359375
Iteration 243Q: 24 clusters Score -1.58394e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104987 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339527 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393952.000000 Penalty: 81209.359375
Iteration 244Q: 24 clusters Score -1.58394e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327156 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339528 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393920.000000 Penalty: 81209.359375
Iteration 245Q: 24 clusters Score -1.583939e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339529 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393968.000000 Penalty: 81209.359375
Iteration 246Q: 24 clusters Score -1.58394e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339529 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158393968.000000 Penalty: 81209.359375
Iteration 247F: 24 clusters Score -1.58394e+08 nChanged 0
Entering ConstructFrom: 
Score: -158393968.000000 Penalty: 81209.359375
Entering ConstructFrom: 
Trying to split cluster 1 (29188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Entering Unmasked Estep 
Score: -2833074.750000 Penalty: 2549.815186
	Iteration 0F: 2 clusters Score -2833075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2812984.000000 Penalty: 5099.630371
	Iteration 0F: 3 clusters Score -2812984 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2820309.500000 Penalty: 5099.630371
	Iteration 1F: 3 clusters Score -2820310 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2820948.750000 Penalty: 5099.630371
	Iteration 2F: 3 clusters Score -2820949 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2821684.000000 Penalty: 5099.630371
	Iteration 3F: 3 clusters Score -2821684 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2822595.500000 Penalty: 5099.630371
	Iteration 4F: 3 clusters Score -2822596 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2823531.500000 Penalty: 5099.630371
	Iteration 5F: 3 clusters Score -2823532 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2824483.750000 Penalty: 5099.630371
	Iteration 6F: 3 clusters Score -2824484 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2825471.000000 Penalty: 5099.630371
	Iteration 7F: 3 clusters Score -2825471 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2826467.500000 Penalty: 5099.630371
	Iteration 8Q: 3 clusters Score -2826468 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2827447.500000 Penalty: 5099.630371
	Iteration 9Q: 3 clusters Score -2827448 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2828319.750000 Penalty: 5099.630371
	Iteration 10Q: 3 clusters Score -2828320 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2829067.250000 Penalty: 5099.630371
	Iteration 11Q: 3 clusters Score -2829067 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2829542.500000 Penalty: 5099.630371
	Iteration 12Q: 3 clusters Score -2829542 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -2829891.000000 Penalty: 5099.630371
	Iteration 13Q: 3 clusters Score -2829891 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -2830183.000000 Penalty: 5099.630371
	Iteration 14Q: 3 clusters Score -2830183 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2830403.250000 Penalty: 5099.630371
	Iteration 15Q: 3 clusters Score -2830403 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -2830575.750000 Penalty: 5099.630371
	Iteration 16Q: 3 clusters Score -2830576 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2830711.750000 Penalty: 5099.630371
	Iteration 17Q: 3 clusters Score -2830712 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2830813.000000 Penalty: 5099.630371
	Iteration 18Q: 3 clusters Score -2830813 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2830900.750000 Penalty: 5099.630371
	Iteration 19Q: 3 clusters Score -2830901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2830974.500000 Penalty: 5099.630371
	Iteration 20F: 3 clusters Score -2830974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -2831033.750000 Penalty: 5099.630371
	Iteration 21Q: 3 clusters Score -2831034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -2831088.000000 Penalty: 5099.630371
	Iteration 22Q: 3 clusters Score -2831088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -2831127.500000 Penalty: 5099.630371
	Iteration 23Q: 3 clusters Score -2831128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2831157.250000 Penalty: 5099.630371
	Iteration 24Q: 3 clusters Score -2831157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -2831190.250000 Penalty: 5099.630371
	Iteration 25Q: 3 clusters Score -2831190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -2831214.500000 Penalty: 5099.630371
	Iteration 26Q: 3 clusters Score -2831214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -2831241.500000 Penalty: 5099.630371
	Iteration 27Q: 3 clusters Score -2831242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -2831256.750000 Penalty: 5099.630371
	Iteration 28Q: 3 clusters Score -2831257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -2831269.000000 Penalty: 5099.630371
	Iteration 29Q: 3 clusters Score -2831269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2831285.000000 Penalty: 5099.630371
	Iteration 30Q: 3 clusters Score -2831285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -2831301.250000 Penalty: 5099.630371
	Iteration 31Q: 3 clusters Score -2831301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2831315.750000 Penalty: 5099.630371
	Iteration 32Q: 3 clusters Score -2831316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -2831323.000000 Penalty: 5099.630371
	Iteration 33Q: 3 clusters Score -2831323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -2831336.250000 Penalty: 5099.630371
	Iteration 34Q: 3 clusters Score -2831336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2831338.250000 Penalty: 5099.630371
	Iteration 35Q: 3 clusters Score -2831338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2831343.500000 Penalty: 5099.630371
	Iteration 36Q: 3 clusters Score -2831344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2831350.000000 Penalty: 5099.630371
	Iteration 37Q: 3 clusters Score -2831350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -2831355.500000 Penalty: 5099.630371
	Iteration 38Q: 3 clusters Score -2831356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2831366.250000 Penalty: 5099.630371
	Iteration 39Q: 3 clusters Score -2831366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -2831376.750000 Penalty: 5099.630371
	Iteration 40F: 3 clusters Score -2831377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2831385.500000 Penalty: 5099.630371
	Iteration 41Q: 3 clusters Score -2831386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2831400.750000 Penalty: 5099.630371
	Iteration 42Q: 3 clusters Score -2831401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -2831416.500000 Penalty: 5099.630371
	Iteration 43Q: 3 clusters Score -2831416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -2831431.250000 Penalty: 5099.630371
	Iteration 44Q: 3 clusters Score -2831431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -2831435.750000 Penalty: 5099.630371
	Iteration 45Q: 3 clusters Score -2831436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -2831448.500000 Penalty: 5099.630371
	Iteration 46Q: 3 clusters Score -2831448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -2831458.750000 Penalty: 5099.630371
	Iteration 47Q: 3 clusters Score -2831459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2831460.750000 Penalty: 5099.630371
	Iteration 48Q: 3 clusters Score -2831461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2831466.500000 Penalty: 5099.630371
	Iteration 49Q: 3 clusters Score -2831466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2831469.750000 Penalty: 5099.630371
	Iteration 50Q: 3 clusters Score -2831470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -2831473.500000 Penalty: 5099.630371
	Iteration 51Q: 3 clusters Score -2831474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -2831471.500000 Penalty: 5099.630371
	Iteration 52Q: 3 clusters Score -2831472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -2831476.750000 Penalty: 5099.630371
	Iteration 53Q: 3 clusters Score -2831477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -2831476.750000 Penalty: 5099.630371
	Iteration 54F: 3 clusters Score -2831477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -283205.281250 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -283205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -279818.125000 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -279818.1 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -280546.156250 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -280546.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -280730.937500 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -280730.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -280852.312500 Penalty: 4006.413574
	Iteration 3Q: 3 clusters Score -280852.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -280955.781250 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -280955.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -281012.437500 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -281012.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -281047.187500 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -281047.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -281079.062500 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -281079.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -281107.843750 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -281107.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -281126.562500 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -281126.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -281140.218750 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -281140.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -281152.593750 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -281152.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -281168.312500 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -281168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -281180.281250 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -281180.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -281189.812500 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -281189.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -281197.500000 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -281197.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -281206.968750 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -281207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -281214.281250 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -281214.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -281219.593750 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -281219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -281225.812500 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -281225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -281230.125000 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -281230.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -281236.062500 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -281236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281239.906250 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -281239.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -281244.156250 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -281244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281246.656250 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -281246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281250.187500 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -281250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -281251.531250 Penalty: 4006.413574
	Iteration 26Q: 3 clusters Score -281251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281252.656250 Penalty: 4006.413574
	Iteration 27Q: 3 clusters Score -281252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -281255.750000 Penalty: 4006.413574
	Iteration 28Q: 3 clusters Score -281255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281259.000000 Penalty: 4006.413574
	Iteration 29Q: 3 clusters Score -281259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -281262.500000 Penalty: 4006.413574
	Iteration 30Q: 3 clusters Score -281262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -281266.906250 Penalty: 4006.413574
	Iteration 31Q: 3 clusters Score -281266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281272.062500 Penalty: 4006.413574
	Iteration 32Q: 3 clusters Score -281272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -281279.593750 Penalty: 4006.413574
	Iteration 33Q: 3 clusters Score -281279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -281288.718750 Penalty: 4006.413574
	Iteration 34Q: 3 clusters Score -281288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -281292.656250 Penalty: 4006.413574
	Iteration 35Q: 3 clusters Score -281292.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -281296.187500 Penalty: 4006.413574
	Iteration 36Q: 3 clusters Score -281296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -281300.531250 Penalty: 4006.413574
	Iteration 37Q: 3 clusters Score -281300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -281306.531250 Penalty: 4006.413574
	Iteration 38Q: 3 clusters Score -281306.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -281308.750000 Penalty: 4006.413574
	Iteration 39Q: 3 clusters Score -281308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -281310.125000 Penalty: 4006.413574
	Iteration 40F: 3 clusters Score -281310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -281312.687500 Penalty: 4006.413574
	Iteration 41Q: 3 clusters Score -281312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -281314.000000 Penalty: 4006.413574
	Iteration 42Q: 3 clusters Score -281314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -281314.750000 Penalty: 4006.413574
	Iteration 43Q: 3 clusters Score -281314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -281315.156250 Penalty: 4006.413574
	Iteration 44Q: 3 clusters Score -281315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -281315.156250 Penalty: 4006.413574
	Iteration 45F: 3 clusters Score -281315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (178897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178897 members 
Entering Unmasked Estep 
Score: -19141958.000000 Penalty: 2999.452148
	Iteration 0F: 2 clusters Score -1.914196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -19022200.000000 Penalty: 5998.904297
	Iteration 0F: 3 clusters Score -1.90222e+07 nChanged 85898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -19073206.000000 Penalty: 5998.904297
	Iteration 1F: 3 clusters Score -1.907321e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88683 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -19075364.000000 Penalty: 5998.904297
	Iteration 2Q: 3 clusters Score -1.907536e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -19078192.000000 Penalty: 5998.904297
	Iteration 3Q: 3 clusters Score -1.907819e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -19082486.000000 Penalty: 5998.904297
	Iteration 4Q: 3 clusters Score -1.908249e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -19088090.000000 Penalty: 5998.904297
	Iteration 5F: 3 clusters Score -1.908809e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -19096072.000000 Penalty: 5998.904297
	Iteration 6F: 3 clusters Score -1.909607e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -19106450.000000 Penalty: 5998.904297
	Iteration 7F: 3 clusters Score -1.910645e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -19115110.000000 Penalty: 5998.904297
	Iteration 8F: 3 clusters Score -1.911511e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -19119514.000000 Penalty: 5998.904297
	Iteration 9Q: 3 clusters Score -1.911951e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -19121070.000000 Penalty: 5998.904297
	Iteration 10Q: 3 clusters Score -1.912107e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -19121938.000000 Penalty: 5998.904297
	Iteration 11Q: 3 clusters Score -1.912194e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -19122494.000000 Penalty: 5998.904297
	Iteration 12Q: 3 clusters Score -1.912249e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114748 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -19123218.000000 Penalty: 5998.904297
	Iteration 13Q: 3 clusters Score -1.912322e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -19123564.000000 Penalty: 5998.904297
	Iteration 14Q: 3 clusters Score -1.912356e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -19124092.000000 Penalty: 5998.904297
	Iteration 15Q: 3 clusters Score -1.912409e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -19124754.000000 Penalty: 5998.904297
	Iteration 16Q: 3 clusters Score -1.912475e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122702 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -19125284.000000 Penalty: 5998.904297
	Iteration 17Q: 3 clusters Score -1.912528e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -19125808.000000 Penalty: 5998.904297
	Iteration 18Q: 3 clusters Score -1.912581e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -19126118.000000 Penalty: 5998.904297
	Iteration 19Q: 3 clusters Score -1.912612e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -19126642.000000 Penalty: 5998.904297
	Iteration 20F: 3 clusters Score -1.912664e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131077 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -19127126.000000 Penalty: 5998.904297
	Iteration 21Q: 3 clusters Score -1.912713e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133286 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -19127506.000000 Penalty: 5998.904297
	Iteration 22Q: 3 clusters Score -1.912751e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135548 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -19127990.000000 Penalty: 5998.904297
	Iteration 23Q: 3 clusters Score -1.912799e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -19128510.000000 Penalty: 5998.904297
	Iteration 24Q: 3 clusters Score -1.912851e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139967 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -19129050.000000 Penalty: 5998.904297
	Iteration 25Q: 3 clusters Score -1.912905e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -19129772.000000 Penalty: 5998.904297
	Iteration 26Q: 3 clusters Score -1.912977e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -19130426.000000 Penalty: 5998.904297
	Iteration 27Q: 3 clusters Score -1.913043e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -19131214.000000 Penalty: 5998.904297
	Iteration 28Q: 3 clusters Score -1.913121e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -19131994.000000 Penalty: 5998.904297
	Iteration 29Q: 3 clusters Score -1.913199e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -19132638.000000 Penalty: 5998.904297
	Iteration 30Q: 3 clusters Score -1.913264e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -19133284.000000 Penalty: 5998.904297
	Iteration 31Q: 3 clusters Score -1.913328e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -19133992.000000 Penalty: 5998.904297
	Iteration 32Q: 3 clusters Score -1.913399e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -19134566.000000 Penalty: 5998.904297
	Iteration 33Q: 3 clusters Score -1.913457e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -19135130.000000 Penalty: 5998.904297
	Iteration 34Q: 3 clusters Score -1.913513e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -19135792.000000 Penalty: 5998.904297
	Iteration 35Q: 3 clusters Score -1.913579e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -19136308.000000 Penalty: 5998.904297
	Iteration 36Q: 3 clusters Score -1.913631e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -19136846.000000 Penalty: 5998.904297
	Iteration 37Q: 3 clusters Score -1.913685e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -19137310.000000 Penalty: 5998.904297
	Iteration 38Q: 3 clusters Score -1.913731e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -19137750.000000 Penalty: 5998.904297
	Iteration 39Q: 3 clusters Score -1.913775e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -19138054.000000 Penalty: 5998.904297
	Iteration 40F: 3 clusters Score -1.913805e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -19138260.000000 Penalty: 5998.904297
	Iteration 41Q: 3 clusters Score -1.913826e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170344 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -19138594.000000 Penalty: 5998.904297
	Iteration 42Q: 3 clusters Score -1.913859e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171084 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -19138778.000000 Penalty: 5998.904297
	Iteration 43Q: 3 clusters Score -1.913878e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171692 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -19138974.000000 Penalty: 5998.904297
	Iteration 44Q: 3 clusters Score -1.913897e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -19139096.000000 Penalty: 5998.904297
	Iteration 45Q: 3 clusters Score -1.91391e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -19139182.000000 Penalty: 5998.904297
	Iteration 46Q: 3 clusters Score -1.913918e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173023 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -19139284.000000 Penalty: 5998.904297
	Iteration 47Q: 3 clusters Score -1.913928e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -19139408.000000 Penalty: 5998.904297
	Iteration 48Q: 3 clusters Score -1.913941e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173684 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -19139464.000000 Penalty: 5998.904297
	Iteration 49Q: 3 clusters Score -1.913946e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173967 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -19139496.000000 Penalty: 5998.904297
	Iteration 50Q: 3 clusters Score -1.91395e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -19139552.000000 Penalty: 5998.904297
	Iteration 51Q: 3 clusters Score -1.913955e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174403 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -19139632.000000 Penalty: 5998.904297
	Iteration 52Q: 3 clusters Score -1.913963e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174572 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -19139674.000000 Penalty: 5998.904297
	Iteration 53Q: 3 clusters Score -1.913967e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174738 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -19139718.000000 Penalty: 5998.904297
	Iteration 54Q: 3 clusters Score -1.913972e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -19139786.000000 Penalty: 5998.904297
	Iteration 55Q: 3 clusters Score -1.913979e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -19139800.000000 Penalty: 5998.904297
	Iteration 56Q: 3 clusters Score -1.91398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -19139840.000000 Penalty: 5998.904297
	Iteration 57Q: 3 clusters Score -1.913984e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -19139856.000000 Penalty: 5998.904297
	Iteration 58Q: 3 clusters Score -1.913986e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -19139870.000000 Penalty: 5998.904297
	Iteration 59Q: 3 clusters Score -1.913987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175318 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -19139880.000000 Penalty: 5998.904297
	Iteration 60F: 3 clusters Score -1.913988e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -19139878.000000 Penalty: 5998.904297
	Iteration 61Q: 3 clusters Score -1.913988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175432 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -19139878.000000 Penalty: 5998.904297
	Iteration 62Q: 3 clusters Score -1.913988e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175483 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19139888.000000 Penalty: 5998.904297
	Iteration 63Q: 3 clusters Score -1.913989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -19139910.000000 Penalty: 5998.904297
	Iteration 64Q: 3 clusters Score -1.913991e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -19139910.000000 Penalty: 5998.904297
	Iteration 65Q: 3 clusters Score -1.913991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -19139932.000000 Penalty: 5998.904297
	Iteration 66Q: 3 clusters Score -1.913993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -19139950.000000 Penalty: 5998.904297
	Iteration 67Q: 3 clusters Score -1.913995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -19139966.000000 Penalty: 5998.904297
	Iteration 68Q: 3 clusters Score -1.913997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175679 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -19139952.000000 Penalty: 5998.904297
	Iteration 69Q: 3 clusters Score -1.913995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175697 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19139954.000000 Penalty: 5998.904297
	Iteration 70Q: 3 clusters Score -1.913995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -19139968.000000 Penalty: 5998.904297
	Iteration 71Q: 3 clusters Score -1.913997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -19139996.000000 Penalty: 5998.904297
	Iteration 72Q: 3 clusters Score -1.914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -19140010.000000 Penalty: 5998.904297
	Iteration 73Q: 3 clusters Score -1.914001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -19140002.000000 Penalty: 5998.904297
	Iteration 74Q: 3 clusters Score -1.914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175801 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19140000.000000 Penalty: 5998.904297
	Iteration 75Q: 3 clusters Score -1.914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -19139988.000000 Penalty: 5998.904297
	Iteration 76Q: 3 clusters Score -1.913999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -19139986.000000 Penalty: 5998.904297
	Iteration 77Q: 3 clusters Score -1.913999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -19139982.000000 Penalty: 5998.904297
	Iteration 78Q: 3 clusters Score -1.913998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -19139992.000000 Penalty: 5998.904297
	Iteration 79Q: 3 clusters Score -1.913999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -19139982.000000 Penalty: 5998.904297
	Iteration 80F: 3 clusters Score -1.913998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -19139984.000000 Penalty: 5998.904297
	Iteration 81Q: 3 clusters Score -1.913998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175891 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -19139994.000000 Penalty: 5998.904297
	Iteration 82Q: 3 clusters Score -1.913999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -19139990.000000 Penalty: 5998.904297
	Iteration 83Q: 3 clusters Score -1.913999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -19139998.000000 Penalty: 5998.904297
	Iteration 84Q: 3 clusters Score -1.914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19140002.000000 Penalty: 5998.904297
	Iteration 85Q: 3 clusters Score -1.914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175935 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -19140004.000000 Penalty: 5998.904297
	Iteration 86Q: 3 clusters Score -1.914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175952 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -19140006.000000 Penalty: 5998.904297
	Iteration 87Q: 3 clusters Score -1.914001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -19140022.000000 Penalty: 5998.904297
	Iteration 88Q: 3 clusters Score -1.914002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -19140016.000000 Penalty: 5998.904297
	Iteration 89Q: 3 clusters Score -1.914002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -19140018.000000 Penalty: 5998.904297
	Iteration 90Q: 3 clusters Score -1.914002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176006 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -19140024.000000 Penalty: 5998.904297
	Iteration 91Q: 3 clusters Score -1.914002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -19140010.000000 Penalty: 5998.904297
	Iteration 92Q: 3 clusters Score -1.914001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19140018.000000 Penalty: 5998.904297
	Iteration 93Q: 3 clusters Score -1.914002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -19140022.000000 Penalty: 5998.904297
	Iteration 94Q: 3 clusters Score -1.914002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176041 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19140050.000000 Penalty: 5998.904297
	Iteration 95Q: 3 clusters Score -1.914005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176054 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19140038.000000 Penalty: 5998.904297
	Iteration 96Q: 3 clusters Score -1.914004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176066 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19140030.000000 Penalty: 5998.904297
	Iteration 97Q: 3 clusters Score -1.914003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176077 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19140024.000000 Penalty: 5998.904297
	Iteration 98Q: 3 clusters Score -1.914002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176087 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -19140032.000000 Penalty: 5998.904297
	Iteration 99Q: 3 clusters Score -1.914003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176099 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -19140036.000000 Penalty: 5998.904297
	Iteration 100F: 3 clusters Score -1.914004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -19140038.000000 Penalty: 5998.904297
	Iteration 101Q: 3 clusters Score -1.914004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176125 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -19140044.000000 Penalty: 5998.904297
	Iteration 102Q: 3 clusters Score -1.914004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -19140056.000000 Penalty: 5998.904297
	Iteration 103Q: 3 clusters Score -1.914006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -19140052.000000 Penalty: 5998.904297
	Iteration 104Q: 3 clusters Score -1.914005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176168 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19140064.000000 Penalty: 5998.904297
	Iteration 105Q: 3 clusters Score -1.914006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176180 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -19140066.000000 Penalty: 5998.904297
	Iteration 106Q: 3 clusters Score -1.914007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -19140074.000000 Penalty: 5998.904297
	Iteration 107Q: 3 clusters Score -1.914007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176194 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19140084.000000 Penalty: 5998.904297
	Iteration 108Q: 3 clusters Score -1.914008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176197 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19140090.000000 Penalty: 5998.904297
	Iteration 109Q: 3 clusters Score -1.914009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -19140088.000000 Penalty: 5998.904297
	Iteration 110Q: 3 clusters Score -1.914009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -19140074.000000 Penalty: 5998.904297
	Iteration 111Q: 3 clusters Score -1.914007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176216 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19140078.000000 Penalty: 5998.904297
	Iteration 112Q: 3 clusters Score -1.914008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176221 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -19140098.000000 Penalty: 5998.904297
	Iteration 113Q: 3 clusters Score -1.91401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176225 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19140096.000000 Penalty: 5998.904297
	Iteration 114Q: 3 clusters Score -1.91401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19140104.000000 Penalty: 5998.904297
	Iteration 115Q: 3 clusters Score -1.91401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176232 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -19140090.000000 Penalty: 5998.904297
	Iteration 116Q: 3 clusters Score -1.914009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19140094.000000 Penalty: 5998.904297
	Iteration 117Q: 3 clusters Score -1.914009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -19140092.000000 Penalty: 5998.904297
	Iteration 118Q: 3 clusters Score -1.914009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176253 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -19140088.000000 Penalty: 5998.904297
	Iteration 119Q: 3 clusters Score -1.914009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19140096.000000 Penalty: 5998.904297
	Iteration 120F: 3 clusters Score -1.91401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19140090.000000 Penalty: 5998.904297
	Iteration 121Q: 3 clusters Score -1.914009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19140096.000000 Penalty: 5998.904297
	Iteration 122Q: 3 clusters Score -1.91401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19140094.000000 Penalty: 5998.904297
	Iteration 123Q: 3 clusters Score -1.914009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176255 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19140098.000000 Penalty: 5998.904297
	Iteration 124Q: 3 clusters Score -1.91401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176255 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19140098.000000 Penalty: 5998.904297
	Iteration 125F: 3 clusters Score -1.91401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -122780.132812 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -122780.1 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 598 members 
Entering Unmasked Estep 
Score: -120688.023438 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -120688 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121037.546875 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -121037.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121204.570312 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -121204.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121361.484375 Penalty: 3537.718994
	Iteration 3F: 3 clusters Score -121361.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -121465.437500 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -121465.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121512.664062 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -121512.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121541.031250 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -121541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -121563.835938 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -121563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -121577.312500 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -121577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121585.453125 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -121585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121589.421875 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -121589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121591.914062 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -121591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121593.257812 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -121593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121597.265625 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -121597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121600.585938 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -121600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121603.812500 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -121603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121607.437500 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -121607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121610.304688 Penalty: 3537.718994
	Iteration 17Q: 3 clusters Score -121610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121618.976562 Penalty: 3537.718994
	Iteration 18Q: 3 clusters Score -121619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121626.828125 Penalty: 3537.718994
	Iteration 19Q: 3 clusters Score -121626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121633.929688 Penalty: 3537.718994
	Iteration 20F: 3 clusters Score -121633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -121637.039062 Penalty: 3537.718994
	Iteration 21Q: 3 clusters Score -121637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -121637.039062 Penalty: 3537.718994
	Iteration 22F: 3 clusters Score -121637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327155 members 
Entering Unmasked Estep 
Score: -34697644.000000 Penalty: 3149.151123
	Iteration 0F: 2 clusters Score -3.469764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163198 members 
Mstep: Class 2 contains 163957 members 
Entering Unmasked Estep 
Score: -34481588.000000 Penalty: 6298.302246
	Iteration 0F: 3 clusters Score -3.448159e+07 nChanged 158592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 173285 members 
Entering Unmasked Estep 
Score: -34576304.000000 Penalty: 6298.302246
	Iteration 1F: 3 clusters Score -3.45763e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 178807 members 
Entering Unmasked Estep 
Score: -34578308.000000 Penalty: 6298.302246
	Iteration 2Q: 3 clusters Score -3.457831e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139866 members 
Mstep: Class 2 contains 187289 members 
Entering Unmasked Estep 
Score: -34581228.000000 Penalty: 6298.302246
	Iteration 3Q: 3 clusters Score -3.458123e+07 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 200119 members 
Entering Unmasked Estep 
Score: -34586936.000000 Penalty: 6298.302246
	Iteration 4Q: 3 clusters Score -3.458694e+07 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 218576 members 
Entering Unmasked Estep 
Score: -34597240.000000 Penalty: 6298.302246
	Iteration 5F: 3 clusters Score -3.459724e+07 nChanged 24272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 242280 members 
Entering Unmasked Estep 
Score: -34614528.000000 Penalty: 6298.302246
	Iteration 6F: 3 clusters Score -3.461453e+07 nChanged 26168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 268190 members 
Entering Unmasked Estep 
Score: -34637600.000000 Penalty: 6298.302246
	Iteration 7F: 3 clusters Score -3.46376e+07 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 290757 members 
Entering Unmasked Estep 
Score: -34660388.000000 Penalty: 6298.302246
	Iteration 8F: 3 clusters Score -3.466039e+07 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 305840 members 
Entering Unmasked Estep 
Score: -34675852.000000 Penalty: 6298.302246
	Iteration 9Q: 3 clusters Score -3.467585e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 314497 members 
Entering Unmasked Estep 
Score: -34684712.000000 Penalty: 6298.302246
	Iteration 10Q: 3 clusters Score -3.468471e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 319339 members 
Entering Unmasked Estep 
Score: -34689300.000000 Penalty: 6298.302246
	Iteration 11Q: 3 clusters Score -3.46893e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 322091 members 
Entering Unmasked Estep 
Score: -34691724.000000 Penalty: 6298.302246
	Iteration 12Q: 3 clusters Score -3.469172e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 323662 members 
Entering Unmasked Estep 
Score: -34692828.000000 Penalty: 6298.302246
	Iteration 13Q: 3 clusters Score -3.469283e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 324652 members 
Entering Unmasked Estep 
Score: -34693500.000000 Penalty: 6298.302246
	Iteration 14Q: 3 clusters Score -3.46935e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 325229 members 
Entering Unmasked Estep 
Score: -34693920.000000 Penalty: 6298.302246
	Iteration 15Q: 3 clusters Score -3.469392e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 325605 members 
Entering Unmasked Estep 
Score: -34694124.000000 Penalty: 6298.302246
	Iteration 16Q: 3 clusters Score -3.469412e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 325844 members 
Entering Unmasked Estep 
Score: -34694320.000000 Penalty: 6298.302246
	Iteration 17Q: 3 clusters Score -3.469432e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 325993 members 
Entering Unmasked Estep 
Score: -34694400.000000 Penalty: 6298.302246
	Iteration 18Q: 3 clusters Score -3.46944e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 326107 members 
Entering Unmasked Estep 
Score: -34694512.000000 Penalty: 6298.302246
	Iteration 19Q: 3 clusters Score -3.469451e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 326165 members 
Entering Unmasked Estep 
Score: -34694584.000000 Penalty: 6298.302246
	Iteration 20F: 3 clusters Score -3.469458e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 326228 members 
Entering Unmasked Estep 
Score: -34694664.000000 Penalty: 6298.302246
	Iteration 21Q: 3 clusters Score -3.469466e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 326285 members 
Entering Unmasked Estep 
Score: -34694712.000000 Penalty: 6298.302246
	Iteration 22Q: 3 clusters Score -3.469471e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 326316 members 
Entering Unmasked Estep 
Score: -34694740.000000 Penalty: 6298.302246
	Iteration 23Q: 3 clusters Score -3.469474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 326337 members 
Entering Unmasked Estep 
Score: -34694748.000000 Penalty: 6298.302246
	Iteration 24Q: 3 clusters Score -3.469475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 326357 members 
Entering Unmasked Estep 
Score: -34694756.000000 Penalty: 6298.302246
	Iteration 25Q: 3 clusters Score -3.469476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 326385 members 
Entering Unmasked Estep 
Score: -34694764.000000 Penalty: 6298.302246
	Iteration 26Q: 3 clusters Score -3.469476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 326402 members 
Entering Unmasked Estep 
Score: -34694764.000000 Penalty: 6298.302246
	Iteration 27Q: 3 clusters Score -3.469476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 326426 members 
Entering Unmasked Estep 
Score: -34694808.000000 Penalty: 6298.302246
	Iteration 28Q: 3 clusters Score -3.469481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 326443 members 
Entering Unmasked Estep 
Score: -34694800.000000 Penalty: 6298.302246
	Iteration 29Q: 3 clusters Score -3.46948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 326459 members 
Entering Unmasked Estep 
Score: -34694808.000000 Penalty: 6298.302246
	Iteration 30Q: 3 clusters Score -3.469481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 326471 members 
Entering Unmasked Estep 
Score: -34694796.000000 Penalty: 6298.302246
	Iteration 31Q: 3 clusters Score -3.46948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 326480 members 
Entering Unmasked Estep 
Score: -34694804.000000 Penalty: 6298.302246
	Iteration 32Q: 3 clusters Score -3.46948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 326488 members 
Entering Unmasked Estep 
Score: -34694816.000000 Penalty: 6298.302246
	Iteration 33Q: 3 clusters Score -3.469482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 326494 members 
Entering Unmasked Estep 
Score: -34694844.000000 Penalty: 6298.302246
	Iteration 34Q: 3 clusters Score -3.469484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 326499 members 
Entering Unmasked Estep 
Score: -34694844.000000 Penalty: 6298.302246
	Iteration 35Q: 3 clusters Score -3.469484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 326502 members 
Entering Unmasked Estep 
Score: -34694824.000000 Penalty: 6298.302246
	Iteration 36Q: 3 clusters Score -3.469482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 326507 members 
Entering Unmasked Estep 
Score: -34694832.000000 Penalty: 6298.302246
	Iteration 37Q: 3 clusters Score -3.469483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 326515 members 
Entering Unmasked Estep 
Score: -34694836.000000 Penalty: 6298.302246
	Iteration 38Q: 3 clusters Score -3.469484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 326523 members 
Entering Unmasked Estep 
Score: -34694844.000000 Penalty: 6298.302246
	Iteration 39Q: 3 clusters Score -3.469484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 326533 members 
Entering Unmasked Estep 
Score: -34694856.000000 Penalty: 6298.302246
	Iteration 40F: 3 clusters Score -3.469486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 326542 members 
Entering Unmasked Estep 
Score: -34694876.000000 Penalty: 6298.302246
	Iteration 41Q: 3 clusters Score -3.469488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 326552 members 
Entering Unmasked Estep 
Score: -34694880.000000 Penalty: 6298.302246
	Iteration 42Q: 3 clusters Score -3.469488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 326556 members 
Entering Unmasked Estep 
Score: -34694876.000000 Penalty: 6298.302246
	Iteration 43Q: 3 clusters Score -3.469488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 326558 members 
Entering Unmasked Estep 
Score: -34694892.000000 Penalty: 6298.302246
	Iteration 44Q: 3 clusters Score -3.469489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 326558 members 
Entering Unmasked Estep 
Score: -34694888.000000 Penalty: 6298.302246
	Iteration 45Q: 3 clusters Score -3.469489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 326559 members 
Entering Unmasked Estep 
Score: -34694880.000000 Penalty: 6298.302246
	Iteration 46Q: 3 clusters Score -3.469488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 326561 members 
Entering Unmasked Estep 
Score: -34694872.000000 Penalty: 6298.302246
	Iteration 47Q: 3 clusters Score -3.469487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 326564 members 
Entering Unmasked Estep 
Score: -34694884.000000 Penalty: 6298.302246
	Iteration 48Q: 3 clusters Score -3.469488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 326564 members 
Entering Unmasked Estep 
Score: -34694884.000000 Penalty: 6298.302246
	Iteration 49F: 3 clusters Score -3.469488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -858859.500000 Penalty: 2238.223633
	Iteration 0F: 2 clusters Score -858859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -852247.062500 Penalty: 4476.447266
	Iteration 0F: 3 clusters Score -852247.1 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -854120.437500 Penalty: 4476.447266
	Iteration 1F: 3 clusters Score -854120.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -854364.937500 Penalty: 4476.447266
	Iteration 2F: 3 clusters Score -854364.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -854521.875000 Penalty: 4476.447266
	Iteration 3Q: 3 clusters Score -854521.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -854630.562500 Penalty: 4476.447266
	Iteration 4Q: 3 clusters Score -854630.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -854701.625000 Penalty: 4476.447266
	Iteration 5Q: 3 clusters Score -854701.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -854760.625000 Penalty: 4476.447266
	Iteration 6Q: 3 clusters Score -854760.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -854803.562500 Penalty: 4476.447266
	Iteration 7Q: 3 clusters Score -854803.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -854840.625000 Penalty: 4476.447266
	Iteration 8Q: 3 clusters Score -854840.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -854873.750000 Penalty: 4476.447266
	Iteration 9Q: 3 clusters Score -854873.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -854894.500000 Penalty: 4476.447266
	Iteration 10Q: 3 clusters Score -854894.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -854917.187500 Penalty: 4476.447266
	Iteration 11Q: 3 clusters Score -854917.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -854940.187500 Penalty: 4476.447266
	Iteration 12Q: 3 clusters Score -854940.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -854959.875000 Penalty: 4476.447266
	Iteration 13Q: 3 clusters Score -854959.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -854979.062500 Penalty: 4476.447266
	Iteration 14Q: 3 clusters Score -854979.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -854993.312500 Penalty: 4476.447266
	Iteration 15Q: 3 clusters Score -854993.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -855004.250000 Penalty: 4476.447266
	Iteration 16Q: 3 clusters Score -855004.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -855016.812500 Penalty: 4476.447266
	Iteration 17Q: 3 clusters Score -855016.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -855027.562500 Penalty: 4476.447266
	Iteration 18Q: 3 clusters Score -855027.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -855034.875000 Penalty: 4476.447266
	Iteration 19Q: 3 clusters Score -855034.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -855041.562500 Penalty: 4476.447266
	Iteration 20F: 3 clusters Score -855041.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -855050.812500 Penalty: 4476.447266
	Iteration 21Q: 3 clusters Score -855050.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -855057.812500 Penalty: 4476.447266
	Iteration 22Q: 3 clusters Score -855057.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -855061.875000 Penalty: 4476.447266
	Iteration 23Q: 3 clusters Score -855061.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -855067.375000 Penalty: 4476.447266
	Iteration 24Q: 3 clusters Score -855067.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -855071.312500 Penalty: 4476.447266
	Iteration 25Q: 3 clusters Score -855071.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -855076.250000 Penalty: 4476.447266
	Iteration 26Q: 3 clusters Score -855076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -855079.250000 Penalty: 4476.447266
	Iteration 27Q: 3 clusters Score -855079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -855077.812500 Penalty: 4476.447266
	Iteration 28Q: 3 clusters Score -855077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -855079.812500 Penalty: 4476.447266
	Iteration 29Q: 3 clusters Score -855079.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -855084.375000 Penalty: 4476.447266
	Iteration 30Q: 3 clusters Score -855084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -855087.312500 Penalty: 4476.447266
	Iteration 31Q: 3 clusters Score -855087.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -855088.437500 Penalty: 4476.447266
	Iteration 32Q: 3 clusters Score -855088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -855089.250000 Penalty: 4476.447266
	Iteration 33Q: 3 clusters Score -855089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -855092.062500 Penalty: 4476.447266
	Iteration 34Q: 3 clusters Score -855092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -855091.437500 Penalty: 4476.447266
	Iteration 35Q: 3 clusters Score -855091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -855090.625000 Penalty: 4476.447266
	Iteration 36Q: 3 clusters Score -855090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -855093.062500 Penalty: 4476.447266
	Iteration 37Q: 3 clusters Score -855093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -855093.187500 Penalty: 4476.447266
	Iteration 38Q: 3 clusters Score -855093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -855093.187500 Penalty: 4476.447266
	Iteration 39F: 3 clusters Score -855093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -110711.640625 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -110711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108684.945312 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -108684.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109009.953125 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -109010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109106.296875 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -109106.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109143.000000 Penalty: 3495.136963
	Iteration 3Q: 3 clusters Score -109143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109153.968750 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -109154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109159.664062 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -109159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109163.945312 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -109163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109167.546875 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -109167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109171.250000 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -109171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109178.570312 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -109178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109182.554688 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -109182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109186.578125 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -109186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109190.929688 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -109190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109193.078125 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -109193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109198.375000 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -109198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109202.085938 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -109202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109202.085938 Penalty: 3495.136963
	Iteration 16F: 3 clusters Score -109202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -1023891.812500 Penalty: 2277.961914
	Iteration 0F: 2 clusters Score -1023892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1016366.187500 Penalty: 4555.923828
	Iteration 0F: 3 clusters Score -1016366 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1018610.500000 Penalty: 4555.923828
	Iteration 1F: 3 clusters Score -1018610 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1019012.375000 Penalty: 4555.923828
	Iteration 2F: 3 clusters Score -1019012 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1019382.875000 Penalty: 4555.923828
	Iteration 3F: 3 clusters Score -1019383 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1019705.875000 Penalty: 4555.923828
	Iteration 4F: 3 clusters Score -1019706 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1020035.000000 Penalty: 4555.923828
	Iteration 5F: 3 clusters Score -1020035 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1020276.250000 Penalty: 4555.923828
	Iteration 6Q: 3 clusters Score -1020276 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1020506.812500 Penalty: 4555.923828
	Iteration 7Q: 3 clusters Score -1020507 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1020753.687500 Penalty: 4555.923828
	Iteration 8Q: 3 clusters Score -1020754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1020967.875000 Penalty: 4555.923828
	Iteration 9Q: 3 clusters Score -1020968 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1021109.437500 Penalty: 4555.923828
	Iteration 10Q: 3 clusters Score -1021109 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1021212.187500 Penalty: 4555.923828
	Iteration 11Q: 3 clusters Score -1021212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1021290.312500 Penalty: 4555.923828
	Iteration 12Q: 3 clusters Score -1021290 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1021351.500000 Penalty: 4555.923828
	Iteration 13Q: 3 clusters Score -1021352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1021405.500000 Penalty: 4555.923828
	Iteration 14Q: 3 clusters Score -1021406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1021440.437500 Penalty: 4555.923828
	Iteration 15Q: 3 clusters Score -1021440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1021464.562500 Penalty: 4555.923828
	Iteration 16Q: 3 clusters Score -1021465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1021481.125000 Penalty: 4555.923828
	Iteration 17Q: 3 clusters Score -1021481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1021496.562500 Penalty: 4555.923828
	Iteration 18Q: 3 clusters Score -1021497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1021514.375000 Penalty: 4555.923828
	Iteration 19Q: 3 clusters Score -1021514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1021526.937500 Penalty: 4555.923828
	Iteration 20F: 3 clusters Score -1021527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1021535.937500 Penalty: 4555.923828
	Iteration 21Q: 3 clusters Score -1021536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1021545.062500 Penalty: 4555.923828
	Iteration 22Q: 3 clusters Score -1021545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1021555.750000 Penalty: 4555.923828
	Iteration 23Q: 3 clusters Score -1021556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1021565.687500 Penalty: 4555.923828
	Iteration 24Q: 3 clusters Score -1021566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1021581.937500 Penalty: 4555.923828
	Iteration 25Q: 3 clusters Score -1021582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1021601.187500 Penalty: 4555.923828
	Iteration 26Q: 3 clusters Score -1021601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1021615.687500 Penalty: 4555.923828
	Iteration 27Q: 3 clusters Score -1021616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1021628.250000 Penalty: 4555.923828
	Iteration 28Q: 3 clusters Score -1021628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1021645.125000 Penalty: 4555.923828
	Iteration 29Q: 3 clusters Score -1021645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1021659.000000 Penalty: 4555.923828
	Iteration 30Q: 3 clusters Score -1021659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1021673.062500 Penalty: 4555.923828
	Iteration 31Q: 3 clusters Score -1021673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1021686.500000 Penalty: 4555.923828
	Iteration 32Q: 3 clusters Score -1021686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1021703.250000 Penalty: 4555.923828
	Iteration 33Q: 3 clusters Score -1021703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1021715.062500 Penalty: 4555.923828
	Iteration 34Q: 3 clusters Score -1021715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1021724.812500 Penalty: 4555.923828
	Iteration 35Q: 3 clusters Score -1021725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1021737.375000 Penalty: 4555.923828
	Iteration 36Q: 3 clusters Score -1021737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1021745.687500 Penalty: 4555.923828
	Iteration 37Q: 3 clusters Score -1021746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1021752.437500 Penalty: 4555.923828
	Iteration 38Q: 3 clusters Score -1021752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1021754.937500 Penalty: 4555.923828
	Iteration 39Q: 3 clusters Score -1021755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1021759.812500 Penalty: 4555.923828
	Iteration 40F: 3 clusters Score -1021760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1021760.687500 Penalty: 4555.923828
	Iteration 41Q: 3 clusters Score -1021761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1021762.187500 Penalty: 4555.923828
	Iteration 42Q: 3 clusters Score -1021762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1021762.750000 Penalty: 4555.923828
	Iteration 43Q: 3 clusters Score -1021763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1021766.750000 Penalty: 4555.923828
	Iteration 44Q: 3 clusters Score -1021767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1021767.062500 Penalty: 4555.923828
	Iteration 45Q: 3 clusters Score -1021767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1021769.750000 Penalty: 4555.923828
	Iteration 46Q: 3 clusters Score -1021770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1021770.812500 Penalty: 4555.923828
	Iteration 47Q: 3 clusters Score -1021771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1021773.375000 Penalty: 4555.923828
	Iteration 48Q: 3 clusters Score -1021773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1021773.875000 Penalty: 4555.923828
	Iteration 49Q: 3 clusters Score -1021774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1021774.875000 Penalty: 4555.923828
	Iteration 50Q: 3 clusters Score -1021775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1021774.625000 Penalty: 4555.923828
	Iteration 51Q: 3 clusters Score -1021775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1021774.687500 Penalty: 4555.923828
	Iteration 52Q: 3 clusters Score -1021775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1021774.187500 Penalty: 4555.923828
	Iteration 53Q: 3 clusters Score -1021774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1021776.375000 Penalty: 4555.923828
	Iteration 54Q: 3 clusters Score -1021776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1021776.250000 Penalty: 4555.923828
	Iteration 55Q: 3 clusters Score -1021776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1021775.687500 Penalty: 4555.923828
	Iteration 56Q: 3 clusters Score -1021776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1021776.062500 Penalty: 4555.923828
	Iteration 57Q: 3 clusters Score -1021776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1021776.562500 Penalty: 4555.923828
	Iteration 58Q: 3 clusters Score -1021777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1021779.812500 Penalty: 4555.923828
	Iteration 59Q: 3 clusters Score -1021780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1021779.562500 Penalty: 4555.923828
	Iteration 60F: 3 clusters Score -1021780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1021779.625000 Penalty: 4555.923828
	Iteration 61Q: 3 clusters Score -1021780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1021779.000000 Penalty: 4555.923828
	Iteration 62Q: 3 clusters Score -1021779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1021781.750000 Penalty: 4555.923828
	Iteration 63Q: 3 clusters Score -1021782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1021785.437500 Penalty: 4555.923828
	Iteration 64Q: 3 clusters Score -1021785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1021785.000000 Penalty: 4555.923828
	Iteration 65Q: 3 clusters Score -1021785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1021789.812500 Penalty: 4555.923828
	Iteration 66Q: 3 clusters Score -1021790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1021792.625000 Penalty: 4555.923828
	Iteration 67Q: 3 clusters Score -1021793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1021794.437500 Penalty: 4555.923828
	Iteration 68Q: 3 clusters Score -1021794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1021795.375000 Penalty: 4555.923828
	Iteration 69Q: 3 clusters Score -1021795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1021797.250000 Penalty: 4555.923828
	Iteration 70Q: 3 clusters Score -1021797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1021800.500000 Penalty: 4555.923828
	Iteration 71Q: 3 clusters Score -1021800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1021802.625000 Penalty: 4555.923828
	Iteration 72Q: 3 clusters Score -1021803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1021813.437500 Penalty: 4555.923828
	Iteration 73Q: 3 clusters Score -1021813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1021819.187500 Penalty: 4555.923828
	Iteration 74Q: 3 clusters Score -1021819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1021826.187500 Penalty: 4555.923828
	Iteration 75Q: 3 clusters Score -1021826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1021848.687500 Penalty: 4555.923828
	Iteration 76Q: 3 clusters Score -1021849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1021881.000000 Penalty: 4555.923828
	Iteration 77Q: 3 clusters Score -1021881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1021917.687500 Penalty: 4555.923828
	Iteration 78Q: 3 clusters Score -1021918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1021949.750000 Penalty: 4555.923828
	Iteration 79Q: 3 clusters Score -1021950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1021982.250000 Penalty: 4555.923828
	Iteration 80F: 3 clusters Score -1021982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1022009.625000 Penalty: 4555.923828
	Iteration 81Q: 3 clusters Score -1022010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1022029.375000 Penalty: 4555.923828
	Iteration 82Q: 3 clusters Score -1022029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1022048.187500 Penalty: 4555.923828
	Iteration 83Q: 3 clusters Score -1022048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1022056.750000 Penalty: 4555.923828
	Iteration 84Q: 3 clusters Score -1022057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1022064.125000 Penalty: 4555.923828
	Iteration 85Q: 3 clusters Score -1022064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1022070.312500 Penalty: 4555.923828
	Iteration 86Q: 3 clusters Score -1022070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1022078.375000 Penalty: 4555.923828
	Iteration 87Q: 3 clusters Score -1022078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1022084.312500 Penalty: 4555.923828
	Iteration 88Q: 3 clusters Score -1022084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1022087.875000 Penalty: 4555.923828
	Iteration 89Q: 3 clusters Score -1022088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1022093.875000 Penalty: 4555.923828
	Iteration 90Q: 3 clusters Score -1022094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1022100.437500 Penalty: 4555.923828
	Iteration 91Q: 3 clusters Score -1022100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1022104.187500 Penalty: 4555.923828
	Iteration 92Q: 3 clusters Score -1022104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1022109.937500 Penalty: 4555.923828
	Iteration 93Q: 3 clusters Score -1022110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1022108.937500 Penalty: 4555.923828
	Iteration 94Q: 3 clusters Score -1022109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1022110.312500 Penalty: 4555.923828
	Iteration 95Q: 3 clusters Score -1022110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1022113.562500 Penalty: 4555.923828
	Iteration 96Q: 3 clusters Score -1022114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1022115.250000 Penalty: 4555.923828
	Iteration 97Q: 3 clusters Score -1022115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1022116.312500 Penalty: 4555.923828
	Iteration 98Q: 3 clusters Score -1022116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1022116.687500 Penalty: 4555.923828
	Iteration 99Q: 3 clusters Score -1022117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1022117.000000 Penalty: 4555.923828
	Iteration 100F: 3 clusters Score -1022117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1022116.937500 Penalty: 4555.923828
	Iteration 101Q: 3 clusters Score -1022117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1022115.687500 Penalty: 4555.923828
	Iteration 102Q: 3 clusters Score -1022116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1022116.937500 Penalty: 4555.923828
	Iteration 103Q: 3 clusters Score -1022117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1022118.937500 Penalty: 4555.923828
	Iteration 104Q: 3 clusters Score -1022119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1022118.875000 Penalty: 4555.923828
	Iteration 105Q: 3 clusters Score -1022119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1022116.625000 Penalty: 4555.923828
	Iteration 106Q: 3 clusters Score -1022117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1022117.750000 Penalty: 4555.923828
	Iteration 107Q: 3 clusters Score -1022118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1022117.750000 Penalty: 4555.923828
	Iteration 108F: 3 clusters Score -1022118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -53983.300781 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -53983.3 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 321 members 
Entering Unmasked Estep 
Score: -52329.703125 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -52329.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52566.613281 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -52566.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52670.820312 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -52670.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52777.359375 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -52777.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52899.785156 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -52899.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53159.691406 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -53159.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53794.980469 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -53794.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54191.953125 Penalty: 3207.207764
	Iteration 7F: 3 clusters Score -54191.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54391.265625 Penalty: 3207.207764
	Iteration 8F: 3 clusters Score -54391.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54563.066406 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -54563.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -54677.078125 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -54677.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -54778.445312 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -54778.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -54827.847656 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -54827.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -54857.953125 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -54857.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -54883.925781 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -54883.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -54883.925781 Penalty: 3207.207764
	Iteration 15F: 3 clusters Score -54883.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339529 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 22 contains 129 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158393040.000000 Penalty: 84740.203125
Splitting cluster 9 changes total score from -158393968.000000 to -158393040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -29169.291016 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -29169.29 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 188 members 
Entering Unmasked Estep 
Score: -27862.980469 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -27862.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28232.871094 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -28232.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28702.058594 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -28702.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29052.302734 Penalty: 2937.102783
	Iteration 3F: 3 clusters Score -29052.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29198.328125 Penalty: 2937.102783
	Iteration 4F: 3 clusters Score -29198.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29310.054688 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -29310.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29335.914062 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -29335.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29362.251953 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -29362.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29409.265625 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -29409.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29413.949219 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -29413.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29413.949219 Penalty: 2937.102783
	Iteration 10F: 3 clusters Score -29413.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 85 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 339529 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158392000.000000 Penalty: 84740.203125
Splitting cluster 10 changes total score from -158393968.000000 to -158392000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 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 238 members 
Entering Unmasked Estep 
Score: -42332.386719 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42332.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42494.039062 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42494.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42543.292969 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -42543.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42559.761719 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42559.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42566.644531 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42566.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42568.933594 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42568.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42571.156250 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42571.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42571.914062 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -42571.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42571.914062 Penalty: 3049.640381
	Iteration 8F: 3 clusters Score -42571.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -225357.140625 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -225357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -222640.312500 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -222640.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -223258.531250 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -223258.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -223517.375000 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -223517.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -223740.500000 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -223740.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -223914.781250 Penalty: 3815.514648
	Iteration 4F: 3 clusters Score -223914.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224040.968750 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -224041 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -224126.125000 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -224126.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -224196.812500 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -224196.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -224254.812500 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -224254.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -224299.546875 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -224299.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -224333.078125 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -224333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -224348.328125 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -224348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -224363.484375 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -224363.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -224379.968750 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -224380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -224388.296875 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -224388.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -224398.281250 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -224398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -224407.281250 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -224407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -224416.890625 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -224416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -224425.734375 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -224425.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -224433.359375 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -224433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -224440.671875 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -224440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -224450.671875 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -224450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -224457.656250 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -224457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -224461.718750 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -224461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -224464.218750 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -224464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -224468.078125 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -224468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -224476.578125 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -224476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -224482.234375 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -224482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -224487.484375 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -224487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -224499.921875 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -224499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -224527.968750 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -224528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -224581.625000 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -224581.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -224665.578125 Penalty: 3815.514648
	Iteration 32Q: 3 clusters Score -224665.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -224837.593750 Penalty: 3815.514648
	Iteration 33Q: 3 clusters Score -224837.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -225045.109375 Penalty: 3815.514648
	Iteration 34Q: 3 clusters Score -225045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -225102.328125 Penalty: 3815.514648
	Iteration 35Q: 3 clusters Score -225102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -225119.390625 Penalty: 3815.514648
	Iteration 36Q: 3 clusters Score -225119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -225129.359375 Penalty: 3815.514648
	Iteration 37Q: 3 clusters Score -225129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -225134.468750 Penalty: 3815.514648
	Iteration 38Q: 3 clusters Score -225134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -225141.453125 Penalty: 3815.514648
	Iteration 39Q: 3 clusters Score -225141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -225145.968750 Penalty: 3815.514648
	Iteration 40F: 3 clusters Score -225146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -225147.359375 Penalty: 3815.514648
	Iteration 41Q: 3 clusters Score -225147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -225147.359375 Penalty: 3815.514648
	Iteration 42F: 3 clusters Score -225147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278158 members 
Entering Unmasked Estep 
Score: -29593536.000000 Penalty: 3108.914307
	Iteration 0F: 2 clusters Score -2.959354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -29414442.000000 Penalty: 6217.828613
	Iteration 0F: 3 clusters Score -2.941444e+07 nChanged 134776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 137691 members 
Entering Unmasked Estep 
Score: -29493036.000000 Penalty: 6217.828613
	Iteration 1F: 3 clusters Score -2.949304e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141386 members 
Mstep: Class 2 contains 136772 members 
Entering Unmasked Estep 
Score: -29494750.000000 Penalty: 6217.828613
	Iteration 2Q: 3 clusters Score -2.949475e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142936 members 
Mstep: Class 2 contains 135222 members 
Entering Unmasked Estep 
Score: -29497082.000000 Penalty: 6217.828613
	Iteration 3Q: 3 clusters Score -2.949708e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -29500794.000000 Penalty: 6217.828613
	Iteration 4Q: 3 clusters Score -2.950079e+07 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 128396 members 
Entering Unmasked Estep 
Score: -29506872.000000 Penalty: 6217.828613
	Iteration 5Q: 3 clusters Score -2.950687e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -29516524.000000 Penalty: 6217.828613
	Iteration 6F: 3 clusters Score -2.951652e+07 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -29531294.000000 Penalty: 6217.828613
	Iteration 7F: 3 clusters Score -2.953129e+07 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -29549952.000000 Penalty: 6217.828613
	Iteration 8F: 3 clusters Score -2.954995e+07 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183819 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -29564238.000000 Penalty: 6217.828613
	Iteration 9F: 3 clusters Score -2.956424e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190020 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -29570074.000000 Penalty: 6217.828613
	Iteration 10Q: 3 clusters Score -2.957007e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195123 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -29572244.000000 Penalty: 6217.828613
	Iteration 11Q: 3 clusters Score -2.957224e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200145 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -29573898.000000 Penalty: 6217.828613
	Iteration 12Q: 3 clusters Score -2.95739e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205087 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -29575092.000000 Penalty: 6217.828613
	Iteration 13Q: 3 clusters Score -2.957509e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209866 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -29576172.000000 Penalty: 6217.828613
	Iteration 14Q: 3 clusters Score -2.957617e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214399 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -29577268.000000 Penalty: 6217.828613
	Iteration 15Q: 3 clusters Score -2.957727e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218758 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -29578436.000000 Penalty: 6217.828613
	Iteration 16Q: 3 clusters Score -2.957844e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222964 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -29579422.000000 Penalty: 6217.828613
	Iteration 17Q: 3 clusters Score -2.957942e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226913 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -29580110.000000 Penalty: 6217.828613
	Iteration 18Q: 3 clusters Score -2.958011e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230571 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -29581030.000000 Penalty: 6217.828613
	Iteration 19Q: 3 clusters Score -2.958103e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234089 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -29581722.000000 Penalty: 6217.828613
	Iteration 20F: 3 clusters Score -2.958172e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237436 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -29582438.000000 Penalty: 6217.828613
	Iteration 21Q: 3 clusters Score -2.958244e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240621 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -29583070.000000 Penalty: 6217.828613
	Iteration 22Q: 3 clusters Score -2.958307e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243559 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -29583638.000000 Penalty: 6217.828613
	Iteration 23Q: 3 clusters Score -2.958364e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246389 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -29584532.000000 Penalty: 6217.828613
	Iteration 24Q: 3 clusters Score -2.958453e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249158 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -29585288.000000 Penalty: 6217.828613
	Iteration 25Q: 3 clusters Score -2.958529e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251717 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -29586084.000000 Penalty: 6217.828613
	Iteration 26Q: 3 clusters Score -2.958608e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254129 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -29586494.000000 Penalty: 6217.828613
	Iteration 27Q: 3 clusters Score -2.958649e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256426 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -29587176.000000 Penalty: 6217.828613
	Iteration 28Q: 3 clusters Score -2.958718e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258580 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -29587626.000000 Penalty: 6217.828613
	Iteration 29Q: 3 clusters Score -2.958763e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260602 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -29588360.000000 Penalty: 6217.828613
	Iteration 30Q: 3 clusters Score -2.958836e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262385 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -29588818.000000 Penalty: 6217.828613
	Iteration 31Q: 3 clusters Score -2.958882e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264013 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -29589396.000000 Penalty: 6217.828613
	Iteration 32Q: 3 clusters Score -2.95894e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265455 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -29589810.000000 Penalty: 6217.828613
	Iteration 33Q: 3 clusters Score -2.958981e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266738 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -29590080.000000 Penalty: 6217.828613
	Iteration 34Q: 3 clusters Score -2.959008e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267874 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -29590436.000000 Penalty: 6217.828613
	Iteration 35Q: 3 clusters Score -2.959044e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268844 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -29590782.000000 Penalty: 6217.828613
	Iteration 36Q: 3 clusters Score -2.959078e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269689 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -29591020.000000 Penalty: 6217.828613
	Iteration 37Q: 3 clusters Score -2.959102e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270435 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -29591202.000000 Penalty: 6217.828613
	Iteration 38Q: 3 clusters Score -2.95912e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271099 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -29591372.000000 Penalty: 6217.828613
	Iteration 39Q: 3 clusters Score -2.959137e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271660 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -29591442.000000 Penalty: 6217.828613
	Iteration 40F: 3 clusters Score -2.959144e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272112 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -29591494.000000 Penalty: 6217.828613
	Iteration 41Q: 3 clusters Score -2.959149e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272474 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -29591504.000000 Penalty: 6217.828613
	Iteration 42Q: 3 clusters Score -2.95915e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272770 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -29591530.000000 Penalty: 6217.828613
	Iteration 43Q: 3 clusters Score -2.959153e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273016 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -29591570.000000 Penalty: 6217.828613
	Iteration 44Q: 3 clusters Score -2.959157e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273223 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -29591648.000000 Penalty: 6217.828613
	Iteration 45Q: 3 clusters Score -2.959165e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273399 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -29591656.000000 Penalty: 6217.828613
	Iteration 46Q: 3 clusters Score -2.959166e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273571 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -29591688.000000 Penalty: 6217.828613
	Iteration 47Q: 3 clusters Score -2.959169e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273723 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -29591732.000000 Penalty: 6217.828613
	Iteration 48Q: 3 clusters Score -2.959173e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273854 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -29591752.000000 Penalty: 6217.828613
	Iteration 49Q: 3 clusters Score -2.959175e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273970 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -29591792.000000 Penalty: 6217.828613
	Iteration 50Q: 3 clusters Score -2.959179e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274079 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -29591834.000000 Penalty: 6217.828613
	Iteration 51Q: 3 clusters Score -2.959183e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274186 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -29591818.000000 Penalty: 6217.828613
	Iteration 52Q: 3 clusters Score -2.959182e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274280 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -29591808.000000 Penalty: 6217.828613
	Iteration 53Q: 3 clusters Score -2.959181e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274347 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -29591850.000000 Penalty: 6217.828613
	Iteration 54Q: 3 clusters Score -2.959185e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274401 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -29591846.000000 Penalty: 6217.828613
	Iteration 55Q: 3 clusters Score -2.959185e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274452 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -29591866.000000 Penalty: 6217.828613
	Iteration 56Q: 3 clusters Score -2.959187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274513 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -29591828.000000 Penalty: 6217.828613
	Iteration 57Q: 3 clusters Score -2.959183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274558 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -29591836.000000 Penalty: 6217.828613
	Iteration 58Q: 3 clusters Score -2.959184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274591 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -29591810.000000 Penalty: 6217.828613
	Iteration 59Q: 3 clusters Score -2.959181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274620 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -29591828.000000 Penalty: 6217.828613
	Iteration 60F: 3 clusters Score -2.959183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274651 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -29591836.000000 Penalty: 6217.828613
	Iteration 61Q: 3 clusters Score -2.959184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274681 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -29591856.000000 Penalty: 6217.828613
	Iteration 62Q: 3 clusters Score -2.959186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274707 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -29591846.000000 Penalty: 6217.828613
	Iteration 63Q: 3 clusters Score -2.959185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274741 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -29591838.000000 Penalty: 6217.828613
	Iteration 64Q: 3 clusters Score -2.959184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274769 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -29591836.000000 Penalty: 6217.828613
	Iteration 65Q: 3 clusters Score -2.959184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274792 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -29591850.000000 Penalty: 6217.828613
	Iteration 66Q: 3 clusters Score -2.959185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274812 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -29591870.000000 Penalty: 6217.828613
	Iteration 67Q: 3 clusters Score -2.959187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274833 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -29591854.000000 Penalty: 6217.828613
	Iteration 68Q: 3 clusters Score -2.959185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274848 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -29591824.000000 Penalty: 6217.828613
	Iteration 69Q: 3 clusters Score -2.959182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274865 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -29591838.000000 Penalty: 6217.828613
	Iteration 70Q: 3 clusters Score -2.959184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274877 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -29591836.000000 Penalty: 6217.828613
	Iteration 71Q: 3 clusters Score -2.959184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274904 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -29591836.000000 Penalty: 6217.828613
	Iteration 72Q: 3 clusters Score -2.959184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274942 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -29591860.000000 Penalty: 6217.828613
	Iteration 73Q: 3 clusters Score -2.959186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274981 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -29591858.000000 Penalty: 6217.828613
	Iteration 74Q: 3 clusters Score -2.959186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275015 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -29591882.000000 Penalty: 6217.828613
	Iteration 75Q: 3 clusters Score -2.959188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275050 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -29591860.000000 Penalty: 6217.828613
	Iteration 76Q: 3 clusters Score -2.959186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275081 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -29591872.000000 Penalty: 6217.828613
	Iteration 77Q: 3 clusters Score -2.959187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275104 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -29591892.000000 Penalty: 6217.828613
	Iteration 78Q: 3 clusters Score -2.959189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275130 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -29591878.000000 Penalty: 6217.828613
	Iteration 79Q: 3 clusters Score -2.959188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275155 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -29591908.000000 Penalty: 6217.828613
	Iteration 80F: 3 clusters Score -2.959191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275179 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -29591878.000000 Penalty: 6217.828613
	Iteration 81Q: 3 clusters Score -2.959188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275204 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -29591912.000000 Penalty: 6217.828613
	Iteration 82Q: 3 clusters Score -2.959191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275218 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -29591930.000000 Penalty: 6217.828613
	Iteration 83Q: 3 clusters Score -2.959193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275228 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -29591950.000000 Penalty: 6217.828613
	Iteration 84Q: 3 clusters Score -2.959195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275247 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -29591940.000000 Penalty: 6217.828613
	Iteration 85Q: 3 clusters Score -2.959194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275273 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -29591914.000000 Penalty: 6217.828613
	Iteration 86Q: 3 clusters Score -2.959191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275293 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -29591898.000000 Penalty: 6217.828613
	Iteration 87Q: 3 clusters Score -2.95919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275314 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -29591908.000000 Penalty: 6217.828613
	Iteration 88Q: 3 clusters Score -2.959191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275342 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -29591898.000000 Penalty: 6217.828613
	Iteration 89Q: 3 clusters Score -2.95919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275366 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -29591912.000000 Penalty: 6217.828613
	Iteration 90Q: 3 clusters Score -2.959191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275375 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -29591888.000000 Penalty: 6217.828613
	Iteration 91Q: 3 clusters Score -2.959189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275387 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -29591872.000000 Penalty: 6217.828613
	Iteration 92Q: 3 clusters Score -2.959187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275397 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -29591848.000000 Penalty: 6217.828613
	Iteration 93Q: 3 clusters Score -2.959185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275424 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -29591906.000000 Penalty: 6217.828613
	Iteration 94Q: 3 clusters Score -2.959191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275440 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -29591894.000000 Penalty: 6217.828613
	Iteration 95Q: 3 clusters Score -2.959189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275459 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -29591916.000000 Penalty: 6217.828613
	Iteration 96Q: 3 clusters Score -2.959192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275478 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -29591924.000000 Penalty: 6217.828613
	Iteration 97Q: 3 clusters Score -2.959192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275489 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -29591912.000000 Penalty: 6217.828613
	Iteration 98Q: 3 clusters Score -2.959191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275495 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -29591892.000000 Penalty: 6217.828613
	Iteration 99Q: 3 clusters Score -2.959189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275503 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -29591922.000000 Penalty: 6217.828613
	Iteration 100F: 3 clusters Score -2.959192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275512 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -29591918.000000 Penalty: 6217.828613
	Iteration 101Q: 3 clusters Score -2.959192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275517 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -29591910.000000 Penalty: 6217.828613
	Iteration 102Q: 3 clusters Score -2.959191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275517 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -29591910.000000 Penalty: 6217.828613
	Iteration 103F: 3 clusters Score -2.959191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Entering Unmasked Estep 
Score: -6344908.500000 Penalty: 2723.565430
	Iteration 0F: 2 clusters Score -6344908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -6305403.000000 Penalty: 5447.130859
	Iteration 0F: 3 clusters Score -6305403 nChanged 27364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -6320263.500000 Penalty: 5447.130859
	Iteration 1F: 3 clusters Score -6320264 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6320744.000000 Penalty: 5447.130859
	Iteration 2Q: 3 clusters Score -6320744 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -6321260.500000 Penalty: 5447.130859
	Iteration 3Q: 3 clusters Score -6321260 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6321730.000000 Penalty: 5447.130859
	Iteration 4Q: 3 clusters Score -6321730 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6322407.500000 Penalty: 5447.130859
	Iteration 5Q: 3 clusters Score -6322408 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -6323277.500000 Penalty: 5447.130859
	Iteration 6Q: 3 clusters Score -6323278 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -6324701.000000 Penalty: 5447.130859
	Iteration 7Q: 3 clusters Score -6324701 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -6326936.000000 Penalty: 5447.130859
	Iteration 8F: 3 clusters Score -6326936 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -6330221.500000 Penalty: 5447.130859
	Iteration 9F: 3 clusters Score -6330222 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -6334277.500000 Penalty: 5447.130859
	Iteration 10F: 3 clusters Score -6334278 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -6337999.000000 Penalty: 5447.130859
	Iteration 11F: 3 clusters Score -6337999 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -6340141.000000 Penalty: 5447.130859
	Iteration 12Q: 3 clusters Score -6340141 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -6341173.500000 Penalty: 5447.130859
	Iteration 13Q: 3 clusters Score -6341174 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -6341685.500000 Penalty: 5447.130859
	Iteration 14Q: 3 clusters Score -6341686 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -6341919.000000 Penalty: 5447.130859
	Iteration 15Q: 3 clusters Score -6341919 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6342122.500000 Penalty: 5447.130859
	Iteration 16Q: 3 clusters Score -6342122 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -6342261.000000 Penalty: 5447.130859
	Iteration 17Q: 3 clusters Score -6342261 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -6342408.000000 Penalty: 5447.130859
	Iteration 18Q: 3 clusters Score -6342408 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6342507.500000 Penalty: 5447.130859
	Iteration 19Q: 3 clusters Score -6342508 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -6342611.500000 Penalty: 5447.130859
	Iteration 20F: 3 clusters Score -6342612 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -6342698.500000 Penalty: 5447.130859
	Iteration 21Q: 3 clusters Score -6342698 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -6342741.500000 Penalty: 5447.130859
	Iteration 22Q: 3 clusters Score -6342742 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -6342757.000000 Penalty: 5447.130859
	Iteration 23Q: 3 clusters Score -6342757 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -6342825.000000 Penalty: 5447.130859
	Iteration 24Q: 3 clusters Score -6342825 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -6342874.000000 Penalty: 5447.130859
	Iteration 25Q: 3 clusters Score -6342874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -6342933.500000 Penalty: 5447.130859
	Iteration 26Q: 3 clusters Score -6342934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -6342999.000000 Penalty: 5447.130859
	Iteration 27Q: 3 clusters Score -6342999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -6343025.000000 Penalty: 5447.130859
	Iteration 28Q: 3 clusters Score -6343025 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -6343044.500000 Penalty: 5447.130859
	Iteration 29Q: 3 clusters Score -6343044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -6343056.000000 Penalty: 5447.130859
	Iteration 30Q: 3 clusters Score -6343056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -6343075.500000 Penalty: 5447.130859
	Iteration 31Q: 3 clusters Score -6343076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -6343110.500000 Penalty: 5447.130859
	Iteration 32Q: 3 clusters Score -6343110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -6343139.500000 Penalty: 5447.130859
	Iteration 33Q: 3 clusters Score -6343140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -6343153.000000 Penalty: 5447.130859
	Iteration 34Q: 3 clusters Score -6343153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -6343157.500000 Penalty: 5447.130859
	Iteration 35Q: 3 clusters Score -6343158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -6343165.500000 Penalty: 5447.130859
	Iteration 36Q: 3 clusters Score -6343166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -6343179.500000 Penalty: 5447.130859
	Iteration 37Q: 3 clusters Score -6343180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -6343196.000000 Penalty: 5447.130859
	Iteration 38Q: 3 clusters Score -6343196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -6343211.000000 Penalty: 5447.130859
	Iteration 39Q: 3 clusters Score -6343211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -6343222.500000 Penalty: 5447.130859
	Iteration 40F: 3 clusters Score -6343222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -6343237.500000 Penalty: 5447.130859
	Iteration 41Q: 3 clusters Score -6343238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -6343241.000000 Penalty: 5447.130859
	Iteration 42Q: 3 clusters Score -6343241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -6343243.000000 Penalty: 5447.130859
	Iteration 43Q: 3 clusters Score -6343243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -6343252.500000 Penalty: 5447.130859
	Iteration 44Q: 3 clusters Score -6343252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -6343247.500000 Penalty: 5447.130859
	Iteration 45Q: 3 clusters Score -6343248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -6343252.500000 Penalty: 5447.130859
	Iteration 46Q: 3 clusters Score -6343252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -6343250.000000 Penalty: 5447.130859
	Iteration 47Q: 3 clusters Score -6343250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -6343251.500000 Penalty: 5447.130859
	Iteration 48Q: 3 clusters Score -6343252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -6343244.500000 Penalty: 5447.130859
	Iteration 49Q: 3 clusters Score -6343244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -6343253.000000 Penalty: 5447.130859
	Iteration 50Q: 3 clusters Score -6343253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -6343254.000000 Penalty: 5447.130859
	Iteration 51Q: 3 clusters Score -6343254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -6343253.000000 Penalty: 5447.130859
	Iteration 52Q: 3 clusters Score -6343253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -6343256.000000 Penalty: 5447.130859
	Iteration 53Q: 3 clusters Score -6343256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -6343262.000000 Penalty: 5447.130859
	Iteration 54Q: 3 clusters Score -6343262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -6343258.000000 Penalty: 5447.130859
	Iteration 55Q: 3 clusters Score -6343258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6343262.000000 Penalty: 5447.130859
	Iteration 56Q: 3 clusters Score -6343262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -6343273.500000 Penalty: 5447.130859
	Iteration 57Q: 3 clusters Score -6343274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -6343276.000000 Penalty: 5447.130859
	Iteration 58Q: 3 clusters Score -6343276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -6343267.000000 Penalty: 5447.130859
	Iteration 59Q: 3 clusters Score -6343267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -6343281.000000 Penalty: 5447.130859
	Iteration 60F: 3 clusters Score -6343281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -6343282.500000 Penalty: 5447.130859
	Iteration 61Q: 3 clusters Score -6343282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -6343276.500000 Penalty: 5447.130859
	Iteration 62Q: 3 clusters Score -6343276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -6343273.500000 Penalty: 5447.130859
	Iteration 63Q: 3 clusters Score -6343274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -6343284.000000 Penalty: 5447.130859
	Iteration 64Q: 3 clusters Score -6343284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -6343279.000000 Penalty: 5447.130859
	Iteration 65Q: 3 clusters Score -6343279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -6343276.000000 Penalty: 5447.130859
	Iteration 66Q: 3 clusters Score -6343276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -6343275.000000 Penalty: 5447.130859
	Iteration 67Q: 3 clusters Score -6343275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -6343280.000000 Penalty: 5447.130859
	Iteration 68Q: 3 clusters Score -6343280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -6343278.500000 Penalty: 5447.130859
	Iteration 69Q: 3 clusters Score -6343278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -6343286.000000 Penalty: 5447.130859
	Iteration 70Q: 3 clusters Score -6343286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -6343290.000000 Penalty: 5447.130859
	Iteration 71Q: 3 clusters Score -6343290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -6343289.500000 Penalty: 5447.130859
	Iteration 72Q: 3 clusters Score -6343290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -6343286.000000 Penalty: 5447.130859
	Iteration 73Q: 3 clusters Score -6343286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -6343286.000000 Penalty: 5447.130859
	Iteration 74F: 3 clusters Score -6343286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Entering Unmasked Estep 
Score: -4840839.000000 Penalty: 2656.927490
	Iteration 0F: 2 clusters Score -4840839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4810562.000000 Penalty: 5313.854980
	Iteration 0F: 3 clusters Score -4810562 nChanged 20532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4821837.000000 Penalty: 5313.854980
	Iteration 1F: 3 clusters Score -4821837 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4822410.500000 Penalty: 5313.854980
	Iteration 2Q: 3 clusters Score -4822410 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4822989.000000 Penalty: 5313.854980
	Iteration 3Q: 3 clusters Score -4822989 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4823636.000000 Penalty: 5313.854980
	Iteration 4Q: 3 clusters Score -4823636 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4824364.000000 Penalty: 5313.854980
	Iteration 5Q: 3 clusters Score -4824364 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4825236.500000 Penalty: 5313.854980
	Iteration 6Q: 3 clusters Score -4825236 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4826285.000000 Penalty: 5313.854980
	Iteration 7Q: 3 clusters Score -4826285 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4827718.500000 Penalty: 5313.854980
	Iteration 8F: 3 clusters Score -4827718 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -4829679.000000 Penalty: 5313.854980
	Iteration 9F: 3 clusters Score -4829679 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4831691.000000 Penalty: 5313.854980
	Iteration 10F: 3 clusters Score -4831691 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4833398.500000 Penalty: 5313.854980
	Iteration 11F: 3 clusters Score -4833398 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4834777.000000 Penalty: 5313.854980
	Iteration 12Q: 3 clusters Score -4834777 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4835669.000000 Penalty: 5313.854980
	Iteration 13Q: 3 clusters Score -4835669 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4836317.000000 Penalty: 5313.854980
	Iteration 14Q: 3 clusters Score -4836317 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4836651.500000 Penalty: 5313.854980
	Iteration 15Q: 3 clusters Score -4836652 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -4836890.500000 Penalty: 5313.854980
	Iteration 16Q: 3 clusters Score -4836890 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4837078.500000 Penalty: 5313.854980
	Iteration 17Q: 3 clusters Score -4837078 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4837217.500000 Penalty: 5313.854980
	Iteration 18Q: 3 clusters Score -4837218 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4837365.000000 Penalty: 5313.854980
	Iteration 19Q: 3 clusters Score -4837365 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4837534.000000 Penalty: 5313.854980
	Iteration 20F: 3 clusters Score -4837534 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4837681.000000 Penalty: 5313.854980
	Iteration 21Q: 3 clusters Score -4837681 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4837814.500000 Penalty: 5313.854980
	Iteration 22Q: 3 clusters Score -4837814 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4837928.500000 Penalty: 5313.854980
	Iteration 23Q: 3 clusters Score -4837928 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4838065.500000 Penalty: 5313.854980
	Iteration 24Q: 3 clusters Score -4838066 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4838171.000000 Penalty: 5313.854980
	Iteration 25Q: 3 clusters Score -4838171 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4838244.000000 Penalty: 5313.854980
	Iteration 26Q: 3 clusters Score -4838244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4838324.000000 Penalty: 5313.854980
	Iteration 27Q: 3 clusters Score -4838324 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4838452.000000 Penalty: 5313.854980
	Iteration 28Q: 3 clusters Score -4838452 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4838552.500000 Penalty: 5313.854980
	Iteration 29Q: 3 clusters Score -4838552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4838616.500000 Penalty: 5313.854980
	Iteration 30Q: 3 clusters Score -4838616 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4838666.500000 Penalty: 5313.854980
	Iteration 31Q: 3 clusters Score -4838666 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4838722.000000 Penalty: 5313.854980
	Iteration 32Q: 3 clusters Score -4838722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4838769.000000 Penalty: 5313.854980
	Iteration 33Q: 3 clusters Score -4838769 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4838818.500000 Penalty: 5313.854980
	Iteration 34Q: 3 clusters Score -4838818 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4838864.500000 Penalty: 5313.854980
	Iteration 35Q: 3 clusters Score -4838864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4838904.000000 Penalty: 5313.854980
	Iteration 36Q: 3 clusters Score -4838904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4838915.000000 Penalty: 5313.854980
	Iteration 37Q: 3 clusters Score -4838915 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4838930.500000 Penalty: 5313.854980
	Iteration 38Q: 3 clusters Score -4838930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4838952.500000 Penalty: 5313.854980
	Iteration 39Q: 3 clusters Score -4838952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4838992.500000 Penalty: 5313.854980
	Iteration 40F: 3 clusters Score -4838992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4839011.000000 Penalty: 5313.854980
	Iteration 41Q: 3 clusters Score -4839011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4839049.500000 Penalty: 5313.854980
	Iteration 42Q: 3 clusters Score -4839050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4839060.000000 Penalty: 5313.854980
	Iteration 43Q: 3 clusters Score -4839060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4839077.000000 Penalty: 5313.854980
	Iteration 44Q: 3 clusters Score -4839077 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4839091.500000 Penalty: 5313.854980
	Iteration 45Q: 3 clusters Score -4839092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4839116.500000 Penalty: 5313.854980
	Iteration 46Q: 3 clusters Score -4839116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4839138.000000 Penalty: 5313.854980
	Iteration 47Q: 3 clusters Score -4839138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4839157.500000 Penalty: 5313.854980
	Iteration 48Q: 3 clusters Score -4839158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4839143.500000 Penalty: 5313.854980
	Iteration 49Q: 3 clusters Score -4839144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4839147.500000 Penalty: 5313.854980
	Iteration 50Q: 3 clusters Score -4839148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4839155.000000 Penalty: 5313.854980
	Iteration 51Q: 3 clusters Score -4839155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4839168.000000 Penalty: 5313.854980
	Iteration 52Q: 3 clusters Score -4839168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4839163.500000 Penalty: 5313.854980
	Iteration 53Q: 3 clusters Score -4839164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4839178.500000 Penalty: 5313.854980
	Iteration 54Q: 3 clusters Score -4839178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4839172.000000 Penalty: 5313.854980
	Iteration 55Q: 3 clusters Score -4839172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4839183.000000 Penalty: 5313.854980
	Iteration 56Q: 3 clusters Score -4839183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4839178.000000 Penalty: 5313.854980
	Iteration 57Q: 3 clusters Score -4839178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4839187.500000 Penalty: 5313.854980
	Iteration 58Q: 3 clusters Score -4839188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4839191.500000 Penalty: 5313.854980
	Iteration 59Q: 3 clusters Score -4839192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4839204.000000 Penalty: 5313.854980
	Iteration 60F: 3 clusters Score -4839204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4839201.500000 Penalty: 5313.854980
	Iteration 61Q: 3 clusters Score -4839202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4839207.000000 Penalty: 5313.854980
	Iteration 62Q: 3 clusters Score -4839207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4839196.000000 Penalty: 5313.854980
	Iteration 63Q: 3 clusters Score -4839196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4839204.000000 Penalty: 5313.854980
	Iteration 64Q: 3 clusters Score -4839204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4839205.000000 Penalty: 5313.854980
	Iteration 65Q: 3 clusters Score -4839205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4839208.000000 Penalty: 5313.854980
	Iteration 66Q: 3 clusters Score -4839208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4839214.500000 Penalty: 5313.854980
	Iteration 67Q: 3 clusters Score -4839214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4839214.500000 Penalty: 5313.854980
	Iteration 68F: 3 clusters Score -4839214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -476075.531250 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -476075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -471879.437500 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -471879.4 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -472833.906250 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -472833.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -473049.750000 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -473049.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -473196.000000 Penalty: 4160.445801
	Iteration 3Q: 3 clusters Score -473196 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -473316.625000 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -473316.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -473406.406250 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -473406.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -473488.562500 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -473488.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -473563.312500 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -473563.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -473626.218750 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -473626.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -473675.906250 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -473675.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -473720.187500 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -473720.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -473764.437500 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -473764.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -473819.187500 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -473819.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -473865.468750 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -473865.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -473902.812500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -473902.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -473946.593750 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -473946.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -473991.656250 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -473991.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -474029.437500 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -474029.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -474052.718750 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -474052.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -474074.156250 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -474074.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -474097.343750 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -474097.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -474112.906250 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -474112.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -474124.781250 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -474124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -474139.843750 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -474139.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -474156.437500 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -474156.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -474172.531250 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -474172.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -474190.250000 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -474190.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -474202.062500 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -474202.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -474219.000000 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -474219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -474236.218750 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -474236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -474257.406250 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -474257.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -474274.156250 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -474274.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -474288.125000 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -474288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -474305.531250 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -474305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -474323.125000 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -474323.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -474341.718750 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -474341.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -474376.000000 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -474376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -474397.187500 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -474397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -474410.718750 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -474410.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -474424.750000 Penalty: 4160.445801
	Iteration 39Q: 3 clusters Score -474424.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -474452.031250 Penalty: 4160.445801
	Iteration 40F: 3 clusters Score -474452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -474468.875000 Penalty: 4160.445801
	Iteration 41Q: 3 clusters Score -474468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -474478.187500 Penalty: 4160.445801
	Iteration 42Q: 3 clusters Score -474478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -474485.031250 Penalty: 4160.445801
	Iteration 43Q: 3 clusters Score -474485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -474487.781250 Penalty: 4160.445801
	Iteration 44Q: 3 clusters Score -474487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -474491.093750 Penalty: 4160.445801
	Iteration 45Q: 3 clusters Score -474491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -474494.125000 Penalty: 4160.445801
	Iteration 46Q: 3 clusters Score -474494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -474496.250000 Penalty: 4160.445801
	Iteration 47Q: 3 clusters Score -474496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -474498.718750 Penalty: 4160.445801
	Iteration 48Q: 3 clusters Score -474498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -474500.906250 Penalty: 4160.445801
	Iteration 49Q: 3 clusters Score -474500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -474505.593750 Penalty: 4160.445801
	Iteration 50Q: 3 clusters Score -474505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -474506.937500 Penalty: 4160.445801
	Iteration 51Q: 3 clusters Score -474506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -474509.937500 Penalty: 4160.445801
	Iteration 52Q: 3 clusters Score -474509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -474513.375000 Penalty: 4160.445801
	Iteration 53Q: 3 clusters Score -474513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -474514.968750 Penalty: 4160.445801
	Iteration 54Q: 3 clusters Score -474515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -474516.593750 Penalty: 4160.445801
	Iteration 55Q: 3 clusters Score -474516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -474516.593750 Penalty: 4160.445801
	Iteration 56F: 3 clusters Score -474516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -64358.859375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -64358.86 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: -62651.664062 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -62651.66 nChanged 133
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: -62842.800781 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -62842.8 nChanged 39
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: -62922.378906 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -62922.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62965.394531 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -62965.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62987.304688 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -62987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63003.042969 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -63003.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63021.070312 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -63021.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63055.289062 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -63055.29 nChanged 11
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: -63075.906250 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -63075.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63080.976562 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -63080.98 nChanged 4
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: -63087.015625 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -63087.02 nChanged 3
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: -63093.011719 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -63093.01 nChanged 4
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: -63102.882812 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -63102.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63116.839844 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -63116.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63130.855469 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -63130.86 nChanged 5
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: -63141.437500 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -63141.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63147.894531 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -63147.89 nChanged 6
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: -63160.054688 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -63160.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63168.156250 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -63168.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63169.441406 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -63169.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63169.441406 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -63169.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Entering Unmasked Estep 
Score: -11243405.000000 Penalty: 2867.272461
	Iteration 0F: 2 clusters Score -1.12434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -11172828.000000 Penalty: 5734.544922
	Iteration 0F: 3 clusters Score -1.117283e+07 nChanged 49808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -11201964.000000 Penalty: 5734.544922
	Iteration 1F: 3 clusters Score -1.120196e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -11202946.000000 Penalty: 5734.544922
	Iteration 2Q: 3 clusters Score -1.120295e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -11204125.000000 Penalty: 5734.544922
	Iteration 3Q: 3 clusters Score -1.120412e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -11205958.000000 Penalty: 5734.544922
	Iteration 4Q: 3 clusters Score -1.120596e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -11208687.000000 Penalty: 5734.544922
	Iteration 5F: 3 clusters Score -1.120869e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -11212697.000000 Penalty: 5734.544922
	Iteration 6F: 3 clusters Score -1.12127e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -11218317.000000 Penalty: 5734.544922
	Iteration 7F: 3 clusters Score -1.121832e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -11224850.000000 Penalty: 5734.544922
	Iteration 8F: 3 clusters Score -1.122485e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -11231241.000000 Penalty: 5734.544922
	Iteration 9F: 3 clusters Score -1.123124e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -11236149.000000 Penalty: 5734.544922
	Iteration 10F: 3 clusters Score -1.123615e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 102343 members 
Entering Unmasked Estep 
Score: -11238845.000000 Penalty: 5734.544922
	Iteration 11Q: 3 clusters Score -1.123884e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -11240058.000000 Penalty: 5734.544922
	Iteration 12Q: 3 clusters Score -1.124006e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -11240526.000000 Penalty: 5734.544922
	Iteration 13Q: 3 clusters Score -1.124053e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -11240738.000000 Penalty: 5734.544922
	Iteration 14Q: 3 clusters Score -1.124074e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -11240885.000000 Penalty: 5734.544922
	Iteration 15Q: 3 clusters Score -1.124088e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -11240961.000000 Penalty: 5734.544922
	Iteration 16Q: 3 clusters Score -1.124096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -11241020.000000 Penalty: 5734.544922
	Iteration 17Q: 3 clusters Score -1.124102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -11241070.000000 Penalty: 5734.544922
	Iteration 18Q: 3 clusters Score -1.124107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -11241121.000000 Penalty: 5734.544922
	Iteration 19Q: 3 clusters Score -1.124112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -11241138.000000 Penalty: 5734.544922
	Iteration 20F: 3 clusters Score -1.124114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -11241149.000000 Penalty: 5734.544922
	Iteration 21Q: 3 clusters Score -1.124115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -11241156.000000 Penalty: 5734.544922
	Iteration 22Q: 3 clusters Score -1.124116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -11241160.000000 Penalty: 5734.544922
	Iteration 23Q: 3 clusters Score -1.124116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -11241165.000000 Penalty: 5734.544922
	Iteration 24Q: 3 clusters Score -1.124116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -11241170.000000 Penalty: 5734.544922
	Iteration 25Q: 3 clusters Score -1.124117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -11241176.000000 Penalty: 5734.544922
	Iteration 26Q: 3 clusters Score -1.124118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -11241178.000000 Penalty: 5734.544922
	Iteration 27Q: 3 clusters Score -1.124118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -11241176.000000 Penalty: 5734.544922
	Iteration 28Q: 3 clusters Score -1.124118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -11241190.000000 Penalty: 5734.544922
	Iteration 29Q: 3 clusters Score -1.124119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -11241202.000000 Penalty: 5734.544922
	Iteration 30Q: 3 clusters Score -1.12412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -11241199.000000 Penalty: 5734.544922
	Iteration 31Q: 3 clusters Score -1.12412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -11241199.000000 Penalty: 5734.544922
	Iteration 32F: 3 clusters Score -1.12412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -75997.054688 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -75997.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74194.546875 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -74194.55 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75143.257812 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -75143.26 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75710.414062 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -75710.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75911.562500 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -75911.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76056.726562 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -76056.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -76125.484375 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -76125.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -76191.890625 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -76191.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -76217.968750 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -76217.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -76225.546875 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -76225.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -76233.507812 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -76233.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -76243.796875 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -76243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -76249.804688 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -76249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -76251.351562 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -76251.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -76256.679688 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -76256.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -76281.210938 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -76281.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76314.531250 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -76314.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -76381.726562 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -76381.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76411.867188 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -76411.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76416.539062 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -76416.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76421.250000 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -76421.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76421.250000 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -76421.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 170 members 
Mstep: Class 20 contains 339529 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158392496.000000 Penalty: 84740.203125
Splitting cluster 19 changes total score from -158393968.000000 to -158392496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (339529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339529 members 
Entering Unmasked Estep 
Score: -35932984.000000 Penalty: 3158.357910
	Iteration 0F: 2 clusters Score -3.593298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -35714056.000000 Penalty: 6316.715820
	Iteration 0F: 3 clusters Score -3.571406e+07 nChanged 165100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165805 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -35813920.000000 Penalty: 6316.715820
	Iteration 1F: 3 clusters Score -3.581392e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -35817580.000000 Penalty: 6316.715820
	Iteration 2Q: 3 clusters Score -3.581758e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 180521 members 
Entering Unmasked Estep 
Score: -35823232.000000 Penalty: 6316.715820
	Iteration 3Q: 3 clusters Score -3.582323e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151977 members 
Mstep: Class 2 contains 187552 members 
Entering Unmasked Estep 
Score: -35833028.000000 Penalty: 6316.715820
	Iteration 4F: 3 clusters Score -3.583303e+07 nChanged 22143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 198359 members 
Entering Unmasked Estep 
Score: -35848904.000000 Penalty: 6316.715820
	Iteration 5F: 3 clusters Score -3.58489e+07 nChanged 25968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 211827 members 
Entering Unmasked Estep 
Score: -35870044.000000 Penalty: 6316.715820
	Iteration 6F: 3 clusters Score -3.587004e+07 nChanged 25390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 224213 members 
Entering Unmasked Estep 
Score: -35891380.000000 Penalty: 6316.715820
	Iteration 7F: 3 clusters Score -3.589138e+07 nChanged 19511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 233286 members 
Entering Unmasked Estep 
Score: -35904660.000000 Penalty: 6316.715820
	Iteration 8F: 3 clusters Score -3.590466e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 240727 members 
Entering Unmasked Estep 
Score: -35911884.000000 Penalty: 6316.715820
	Iteration 9Q: 3 clusters Score -3.591188e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 247455 members 
Entering Unmasked Estep 
Score: -35916704.000000 Penalty: 6316.715820
	Iteration 10Q: 3 clusters Score -3.59167e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 253598 members 
Entering Unmasked Estep 
Score: -35920272.000000 Penalty: 6316.715820
	Iteration 11Q: 3 clusters Score -3.592027e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 259090 members 
Entering Unmasked Estep 
Score: -35923104.000000 Penalty: 6316.715820
	Iteration 12Q: 3 clusters Score -3.59231e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 264057 members 
Entering Unmasked Estep 
Score: -35925464.000000 Penalty: 6316.715820
	Iteration 13Q: 3 clusters Score -3.592546e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 268525 members 
Entering Unmasked Estep 
Score: -35927172.000000 Penalty: 6316.715820
	Iteration 14Q: 3 clusters Score -3.592717e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 272666 members 
Entering Unmasked Estep 
Score: -35928520.000000 Penalty: 6316.715820
	Iteration 15Q: 3 clusters Score -3.592852e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 276549 members 
Entering Unmasked Estep 
Score: -35929664.000000 Penalty: 6316.715820
	Iteration 16Q: 3 clusters Score -3.592966e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 280226 members 
Entering Unmasked Estep 
Score: -35930676.000000 Penalty: 6316.715820
	Iteration 17Q: 3 clusters Score -3.593068e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 283491 members 
Entering Unmasked Estep 
Score: -35931548.000000 Penalty: 6316.715820
	Iteration 18Q: 3 clusters Score -3.593155e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 286559 members 
Entering Unmasked Estep 
Score: -35932216.000000 Penalty: 6316.715820
	Iteration 19Q: 3 clusters Score -3.593222e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 289555 members 
Entering Unmasked Estep 
Score: -35932820.000000 Penalty: 6316.715820
	Iteration 20F: 3 clusters Score -3.593282e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 292379 members 
Entering Unmasked Estep 
Score: -35933568.000000 Penalty: 6316.715820
	Iteration 21Q: 3 clusters Score -3.593357e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 294986 members 
Entering Unmasked Estep 
Score: -35934168.000000 Penalty: 6316.715820
	Iteration 22Q: 3 clusters Score -3.593417e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 297327 members 
Entering Unmasked Estep 
Score: -35934620.000000 Penalty: 6316.715820
	Iteration 23Q: 3 clusters Score -3.593462e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 299541 members 
Entering Unmasked Estep 
Score: -35935144.000000 Penalty: 6316.715820
	Iteration 24Q: 3 clusters Score -3.593514e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 301571 members 
Entering Unmasked Estep 
Score: -35935552.000000 Penalty: 6316.715820
	Iteration 25Q: 3 clusters Score -3.593555e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 303505 members 
Entering Unmasked Estep 
Score: -35935736.000000 Penalty: 6316.715820
	Iteration 26Q: 3 clusters Score -3.593574e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 305320 members 
Entering Unmasked Estep 
Score: -35936080.000000 Penalty: 6316.715820
	Iteration 27Q: 3 clusters Score -3.593608e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 306931 members 
Entering Unmasked Estep 
Score: -35936292.000000 Penalty: 6316.715820
	Iteration 28Q: 3 clusters Score -3.593629e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 308449 members 
Entering Unmasked Estep 
Score: -35936516.000000 Penalty: 6316.715820
	Iteration 29Q: 3 clusters Score -3.593652e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 309842 members 
Entering Unmasked Estep 
Score: -35936656.000000 Penalty: 6316.715820
	Iteration 30Q: 3 clusters Score -3.593666e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 311130 members 
Entering Unmasked Estep 
Score: -35936848.000000 Penalty: 6316.715820
	Iteration 31Q: 3 clusters Score -3.593685e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 312314 members 
Entering Unmasked Estep 
Score: -35937004.000000 Penalty: 6316.715820
	Iteration 32Q: 3 clusters Score -3.5937e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 313384 members 
Entering Unmasked Estep 
Score: -35937052.000000 Penalty: 6316.715820
	Iteration 33Q: 3 clusters Score -3.593705e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 314325 members 
Entering Unmasked Estep 
Score: -35937116.000000 Penalty: 6316.715820
	Iteration 34Q: 3 clusters Score -3.593712e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 315206 members 
Entering Unmasked Estep 
Score: -35937168.000000 Penalty: 6316.715820
	Iteration 35Q: 3 clusters Score -3.593717e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 315993 members 
Entering Unmasked Estep 
Score: -35937180.000000 Penalty: 6316.715820
	Iteration 36Q: 3 clusters Score -3.593718e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 316731 members 
Entering Unmasked Estep 
Score: -35937132.000000 Penalty: 6316.715820
	Iteration 37Q: 3 clusters Score -3.593713e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 317429 members 
Entering Unmasked Estep 
Score: -35937180.000000 Penalty: 6316.715820
	Iteration 38Q: 3 clusters Score -3.593718e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 318117 members 
Entering Unmasked Estep 
Score: -35937152.000000 Penalty: 6316.715820
	Iteration 39Q: 3 clusters Score -3.593715e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 318758 members 
Entering Unmasked Estep 
Score: -35937132.000000 Penalty: 6316.715820
	Iteration 40F: 3 clusters Score -3.593713e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 319399 members 
Entering Unmasked Estep 
Score: -35937092.000000 Penalty: 6316.715820
	Iteration 41Q: 3 clusters Score -3.593709e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 319965 members 
Entering Unmasked Estep 
Score: -35937120.000000 Penalty: 6316.715820
	Iteration 42Q: 3 clusters Score -3.593712e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 320514 members 
Entering Unmasked Estep 
Score: -35937140.000000 Penalty: 6316.715820
	Iteration 43Q: 3 clusters Score -3.593714e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 321046 members 
Entering Unmasked Estep 
Score: -35937028.000000 Penalty: 6316.715820
	Iteration 44Q: 3 clusters Score -3.593703e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 321596 members 
Entering Unmasked Estep 
Score: -35936972.000000 Penalty: 6316.715820
	Iteration 45Q: 3 clusters Score -3.593697e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 322097 members 
Entering Unmasked Estep 
Score: -35936880.000000 Penalty: 6316.715820
	Iteration 46Q: 3 clusters Score -3.593688e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 322588 members 
Entering Unmasked Estep 
Score: -35936732.000000 Penalty: 6316.715820
	Iteration 47Q: 3 clusters Score -3.593673e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 323067 members 
Entering Unmasked Estep 
Score: -35936628.000000 Penalty: 6316.715820
	Iteration 48Q: 3 clusters Score -3.593663e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 323547 members 
Entering Unmasked Estep 
Score: -35936576.000000 Penalty: 6316.715820
	Iteration 49Q: 3 clusters Score -3.593658e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 323987 members 
Entering Unmasked Estep 
Score: -35936492.000000 Penalty: 6316.715820
	Iteration 50Q: 3 clusters Score -3.593649e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 324401 members 
Entering Unmasked Estep 
Score: -35936324.000000 Penalty: 6316.715820
	Iteration 51Q: 3 clusters Score -3.593632e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 324777 members 
Entering Unmasked Estep 
Score: -35936136.000000 Penalty: 6316.715820
	Iteration 52Q: 3 clusters Score -3.593614e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 325111 members 
Entering Unmasked Estep 
Score: -35936100.000000 Penalty: 6316.715820
	Iteration 53Q: 3 clusters Score -3.59361e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 325433 members 
Entering Unmasked Estep 
Score: -35936012.000000 Penalty: 6316.715820
	Iteration 54Q: 3 clusters Score -3.593601e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 325732 members 
Entering Unmasked Estep 
Score: -35935932.000000 Penalty: 6316.715820
	Iteration 55Q: 3 clusters Score -3.593593e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 326022 members 
Entering Unmasked Estep 
Score: -35935872.000000 Penalty: 6316.715820
	Iteration 56Q: 3 clusters Score -3.593587e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 326289 members 
Entering Unmasked Estep 
Score: -35935740.000000 Penalty: 6316.715820
	Iteration 57Q: 3 clusters Score -3.593574e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 326508 members 
Entering Unmasked Estep 
Score: -35935688.000000 Penalty: 6316.715820
	Iteration 58Q: 3 clusters Score -3.593569e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 326723 members 
Entering Unmasked Estep 
Score: -35935604.000000 Penalty: 6316.715820
	Iteration 59Q: 3 clusters Score -3.59356e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 326918 members 
Entering Unmasked Estep 
Score: -35935532.000000 Penalty: 6316.715820
	Iteration 60F: 3 clusters Score -3.593553e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 327101 members 
Entering Unmasked Estep 
Score: -35935468.000000 Penalty: 6316.715820
	Iteration 61Q: 3 clusters Score -3.593547e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 327282 members 
Entering Unmasked Estep 
Score: -35935444.000000 Penalty: 6316.715820
	Iteration 62Q: 3 clusters Score -3.593544e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 327452 members 
Entering Unmasked Estep 
Score: -35935408.000000 Penalty: 6316.715820
	Iteration 63Q: 3 clusters Score -3.593541e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 327618 members 
Entering Unmasked Estep 
Score: -35935400.000000 Penalty: 6316.715820
	Iteration 64Q: 3 clusters Score -3.59354e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 327785 members 
Entering Unmasked Estep 
Score: -35935376.000000 Penalty: 6316.715820
	Iteration 65Q: 3 clusters Score -3.593538e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 327953 members 
Entering Unmasked Estep 
Score: -35935256.000000 Penalty: 6316.715820
	Iteration 66Q: 3 clusters Score -3.593526e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 328118 members 
Entering Unmasked Estep 
Score: -35935216.000000 Penalty: 6316.715820
	Iteration 67Q: 3 clusters Score -3.593522e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 328284 members 
Entering Unmasked Estep 
Score: -35935168.000000 Penalty: 6316.715820
	Iteration 68Q: 3 clusters Score -3.593517e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 328458 members 
Entering Unmasked Estep 
Score: -35935144.000000 Penalty: 6316.715820
	Iteration 69Q: 3 clusters Score -3.593514e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 328610 members 
Entering Unmasked Estep 
Score: -35935104.000000 Penalty: 6316.715820
	Iteration 70Q: 3 clusters Score -3.59351e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 328770 members 
Entering Unmasked Estep 
Score: -35935096.000000 Penalty: 6316.715820
	Iteration 71Q: 3 clusters Score -3.59351e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 328924 members 
Entering Unmasked Estep 
Score: -35935060.000000 Penalty: 6316.715820
	Iteration 72Q: 3 clusters Score -3.593506e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 329070 members 
Entering Unmasked Estep 
Score: -35935016.000000 Penalty: 6316.715820
	Iteration 73Q: 3 clusters Score -3.593502e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 329215 members 
Entering Unmasked Estep 
Score: -35934976.000000 Penalty: 6316.715820
	Iteration 74Q: 3 clusters Score -3.593498e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 329330 members 
Entering Unmasked Estep 
Score: -35934980.000000 Penalty: 6316.715820
	Iteration 75Q: 3 clusters Score -3.593498e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 329458 members 
Entering Unmasked Estep 
Score: -35935004.000000 Penalty: 6316.715820
	Iteration 76Q: 3 clusters Score -3.5935e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 329579 members 
Entering Unmasked Estep 
Score: -35934976.000000 Penalty: 6316.715820
	Iteration 77Q: 3 clusters Score -3.593498e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 329711 members 
Entering Unmasked Estep 
Score: -35934896.000000 Penalty: 6316.715820
	Iteration 78Q: 3 clusters Score -3.59349e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 329828 members 
Entering Unmasked Estep 
Score: -35934880.000000 Penalty: 6316.715820
	Iteration 79Q: 3 clusters Score -3.593488e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 329927 members 
Entering Unmasked Estep 
Score: -35934816.000000 Penalty: 6316.715820
	Iteration 80F: 3 clusters Score -3.593482e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 330029 members 
Entering Unmasked Estep 
Score: -35934752.000000 Penalty: 6316.715820
	Iteration 81Q: 3 clusters Score -3.593475e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 330120 members 
Entering Unmasked Estep 
Score: -35934720.000000 Penalty: 6316.715820
	Iteration 82Q: 3 clusters Score -3.593472e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 330206 members 
Entering Unmasked Estep 
Score: -35934704.000000 Penalty: 6316.715820
	Iteration 83Q: 3 clusters Score -3.59347e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 330298 members 
Entering Unmasked Estep 
Score: -35934700.000000 Penalty: 6316.715820
	Iteration 84Q: 3 clusters Score -3.59347e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 330391 members 
Entering Unmasked Estep 
Score: -35934684.000000 Penalty: 6316.715820
	Iteration 85Q: 3 clusters Score -3.593468e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 330481 members 
Entering Unmasked Estep 
Score: -35934608.000000 Penalty: 6316.715820
	Iteration 86Q: 3 clusters Score -3.593461e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 330562 members 
Entering Unmasked Estep 
Score: -35934620.000000 Penalty: 6316.715820
	Iteration 87Q: 3 clusters Score -3.593462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 330641 members 
Entering Unmasked Estep 
Score: -35934540.000000 Penalty: 6316.715820
	Iteration 88Q: 3 clusters Score -3.593454e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 330703 members 
Entering Unmasked Estep 
Score: -35934552.000000 Penalty: 6316.715820
	Iteration 89Q: 3 clusters Score -3.593455e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 330767 members 
Entering Unmasked Estep 
Score: -35934576.000000 Penalty: 6316.715820
	Iteration 90Q: 3 clusters Score -3.593458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 330821 members 
Entering Unmasked Estep 
Score: -35934568.000000 Penalty: 6316.715820
	Iteration 91Q: 3 clusters Score -3.593457e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 330878 members 
Entering Unmasked Estep 
Score: -35934556.000000 Penalty: 6316.715820
	Iteration 92Q: 3 clusters Score -3.593456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 330930 members 
Entering Unmasked Estep 
Score: -35934544.000000 Penalty: 6316.715820
	Iteration 93Q: 3 clusters Score -3.593454e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 330982 members 
Entering Unmasked Estep 
Score: -35934484.000000 Penalty: 6316.715820
	Iteration 94Q: 3 clusters Score -3.593448e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 331037 members 
Entering Unmasked Estep 
Score: -35934480.000000 Penalty: 6316.715820
	Iteration 95Q: 3 clusters Score -3.593448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 331088 members 
Entering Unmasked Estep 
Score: -35934428.000000 Penalty: 6316.715820
	Iteration 96Q: 3 clusters Score -3.593443e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 331138 members 
Entering Unmasked Estep 
Score: -35934392.000000 Penalty: 6316.715820
	Iteration 97Q: 3 clusters Score -3.593439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 331181 members 
Entering Unmasked Estep 
Score: -35934428.000000 Penalty: 6316.715820
	Iteration 98Q: 3 clusters Score -3.593443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 331212 members 
Entering Unmasked Estep 
Score: -35934424.000000 Penalty: 6316.715820
	Iteration 99Q: 3 clusters Score -3.593442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 331237 members 
Entering Unmasked Estep 
Score: -35934396.000000 Penalty: 6316.715820
	Iteration 100F: 3 clusters Score -3.59344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 331264 members 
Entering Unmasked Estep 
Score: -35934396.000000 Penalty: 6316.715820
	Iteration 101Q: 3 clusters Score -3.59344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 331293 members 
Entering Unmasked Estep 
Score: -35934376.000000 Penalty: 6316.715820
	Iteration 102Q: 3 clusters Score -3.593438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 331329 members 
Entering Unmasked Estep 
Score: -35934328.000000 Penalty: 6316.715820
	Iteration 103Q: 3 clusters Score -3.593433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 331368 members 
Entering Unmasked Estep 
Score: -35934312.000000 Penalty: 6316.715820
	Iteration 104Q: 3 clusters Score -3.593431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 331405 members 
Entering Unmasked Estep 
Score: -35934236.000000 Penalty: 6316.715820
	Iteration 105Q: 3 clusters Score -3.593424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 331439 members 
Entering Unmasked Estep 
Score: -35934240.000000 Penalty: 6316.715820
	Iteration 106Q: 3 clusters Score -3.593424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 331469 members 
Entering Unmasked Estep 
Score: -35934236.000000 Penalty: 6316.715820
	Iteration 107Q: 3 clusters Score -3.593424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 331510 members 
Entering Unmasked Estep 
Score: -35934220.000000 Penalty: 6316.715820
	Iteration 108Q: 3 clusters Score -3.593422e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 331550 members 
Entering Unmasked Estep 
Score: -35934224.000000 Penalty: 6316.715820
	Iteration 109Q: 3 clusters Score -3.593422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 331583 members 
Entering Unmasked Estep 
Score: -35934188.000000 Penalty: 6316.715820
	Iteration 110Q: 3 clusters Score -3.593419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 331617 members 
Entering Unmasked Estep 
Score: -35934220.000000 Penalty: 6316.715820
	Iteration 111Q: 3 clusters Score -3.593422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 331648 members 
Entering Unmasked Estep 
Score: -35934188.000000 Penalty: 6316.715820
	Iteration 112Q: 3 clusters Score -3.593419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 331684 members 
Entering Unmasked Estep 
Score: -35934184.000000 Penalty: 6316.715820
	Iteration 113Q: 3 clusters Score -3.593418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 331728 members 
Entering Unmasked Estep 
Score: -35934152.000000 Penalty: 6316.715820
	Iteration 114Q: 3 clusters Score -3.593415e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 331777 members 
Entering Unmasked Estep 
Score: -35934120.000000 Penalty: 6316.715820
	Iteration 115Q: 3 clusters Score -3.593412e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 331835 members 
Entering Unmasked Estep 
Score: -35934052.000000 Penalty: 6316.715820
	Iteration 116Q: 3 clusters Score -3.593405e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 331875 members 
Entering Unmasked Estep 
Score: -35934028.000000 Penalty: 6316.715820
	Iteration 117Q: 3 clusters Score -3.593403e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 331919 members 
Entering Unmasked Estep 
Score: -35933980.000000 Penalty: 6316.715820
	Iteration 118Q: 3 clusters Score -3.593398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 331961 members 
Entering Unmasked Estep 
Score: -35934000.000000 Penalty: 6316.715820
	Iteration 119Q: 3 clusters Score -3.5934e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 331999 members 
Entering Unmasked Estep 
Score: -35933988.000000 Penalty: 6316.715820
	Iteration 120F: 3 clusters Score -3.593399e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 332051 members 
Entering Unmasked Estep 
Score: -35933956.000000 Penalty: 6316.715820
	Iteration 121Q: 3 clusters Score -3.593396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 332098 members 
Entering Unmasked Estep 
Score: -35933972.000000 Penalty: 6316.715820
	Iteration 122Q: 3 clusters Score -3.593397e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 332135 members 
Entering Unmasked Estep 
Score: -35933952.000000 Penalty: 6316.715820
	Iteration 123Q: 3 clusters Score -3.593395e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 332175 members 
Entering Unmasked Estep 
Score: -35933912.000000 Penalty: 6316.715820
	Iteration 124Q: 3 clusters Score -3.593391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 332212 members 
Entering Unmasked Estep 
Score: -35933896.000000 Penalty: 6316.715820
	Iteration 125Q: 3 clusters Score -3.59339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 332242 members 
Entering Unmasked Estep 
Score: -35933904.000000 Penalty: 6316.715820
	Iteration 126Q: 3 clusters Score -3.59339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 332273 members 
Entering Unmasked Estep 
Score: -35933888.000000 Penalty: 6316.715820
	Iteration 127Q: 3 clusters Score -3.593389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 332302 members 
Entering Unmasked Estep 
Score: -35933840.000000 Penalty: 6316.715820
	Iteration 128Q: 3 clusters Score -3.593384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 332326 members 
Entering Unmasked Estep 
Score: -35933840.000000 Penalty: 6316.715820
	Iteration 129Q: 3 clusters Score -3.593384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 332350 members 
Entering Unmasked Estep 
Score: -35933808.000000 Penalty: 6316.715820
	Iteration 130Q: 3 clusters Score -3.593381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 332371 members 
Entering Unmasked Estep 
Score: -35933808.000000 Penalty: 6316.715820
	Iteration 131Q: 3 clusters Score -3.593381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 332388 members 
Entering Unmasked Estep 
Score: -35933804.000000 Penalty: 6316.715820
	Iteration 132Q: 3 clusters Score -3.59338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 332407 members 
Entering Unmasked Estep 
Score: -35933820.000000 Penalty: 6316.715820
	Iteration 133Q: 3 clusters Score -3.593382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 332426 members 
Entering Unmasked Estep 
Score: -35933796.000000 Penalty: 6316.715820
	Iteration 134Q: 3 clusters Score -3.59338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 332454 members 
Entering Unmasked Estep 
Score: -35933792.000000 Penalty: 6316.715820
	Iteration 135Q: 3 clusters Score -3.593379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 332486 members 
Entering Unmasked Estep 
Score: -35933768.000000 Penalty: 6316.715820
	Iteration 136Q: 3 clusters Score -3.593377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 332510 members 
Entering Unmasked Estep 
Score: -35933760.000000 Penalty: 6316.715820
	Iteration 137Q: 3 clusters Score -3.593376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 332528 members 
Entering Unmasked Estep 
Score: -35933744.000000 Penalty: 6316.715820
	Iteration 138Q: 3 clusters Score -3.593374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 332544 members 
Entering Unmasked Estep 
Score: -35933740.000000 Penalty: 6316.715820
	Iteration 139Q: 3 clusters Score -3.593374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 332563 members 
Entering Unmasked Estep 
Score: -35933740.000000 Penalty: 6316.715820
	Iteration 140F: 3 clusters Score -3.593374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 332576 members 
Entering Unmasked Estep 
Score: -35933704.000000 Penalty: 6316.715820
	Iteration 141Q: 3 clusters Score -3.59337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 332589 members 
Entering Unmasked Estep 
Score: -35933712.000000 Penalty: 6316.715820
	Iteration 142Q: 3 clusters Score -3.593371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 332597 members 
Entering Unmasked Estep 
Score: -35933724.000000 Penalty: 6316.715820
	Iteration 143Q: 3 clusters Score -3.593372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 332600 members 
Entering Unmasked Estep 
Score: -35933720.000000 Penalty: 6316.715820
	Iteration 144Q: 3 clusters Score -3.593372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 332605 members 
Entering Unmasked Estep 
Score: -35933732.000000 Penalty: 6316.715820
	Iteration 145Q: 3 clusters Score -3.593373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 332609 members 
Entering Unmasked Estep 
Score: -35933716.000000 Penalty: 6316.715820
	Iteration 146Q: 3 clusters Score -3.593372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 332613 members 
Entering Unmasked Estep 
Score: -35933728.000000 Penalty: 6316.715820
	Iteration 147Q: 3 clusters Score -3.593373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 332618 members 
Entering Unmasked Estep 
Score: -35933720.000000 Penalty: 6316.715820
	Iteration 148Q: 3 clusters Score -3.593372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 332621 members 
Entering Unmasked Estep 
Score: -35933732.000000 Penalty: 6316.715820
	Iteration 149Q: 3 clusters Score -3.593373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 332628 members 
Entering Unmasked Estep 
Score: -35933720.000000 Penalty: 6316.715820
	Iteration 150Q: 3 clusters Score -3.593372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 332632 members 
Entering Unmasked Estep 
Score: -35933716.000000 Penalty: 6316.715820
	Iteration 151Q: 3 clusters Score -3.593372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 332641 members 
Entering Unmasked Estep 
Score: -35933684.000000 Penalty: 6316.715820
	Iteration 152Q: 3 clusters Score -3.593368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 332648 members 
Entering Unmasked Estep 
Score: -35933672.000000 Penalty: 6316.715820
	Iteration 153Q: 3 clusters Score -3.593367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 332656 members 
Entering Unmasked Estep 
Score: -35933684.000000 Penalty: 6316.715820
	Iteration 154Q: 3 clusters Score -3.593368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 332664 members 
Entering Unmasked Estep 
Score: -35933660.000000 Penalty: 6316.715820
	Iteration 155Q: 3 clusters Score -3.593366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 332675 members 
Entering Unmasked Estep 
Score: -35933648.000000 Penalty: 6316.715820
	Iteration 156Q: 3 clusters Score -3.593365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 332682 members 
Entering Unmasked Estep 
Score: -35933616.000000 Penalty: 6316.715820
	Iteration 157Q: 3 clusters Score -3.593362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 332685 members 
Entering Unmasked Estep 
Score: -35933632.000000 Penalty: 6316.715820
	Iteration 158Q: 3 clusters Score -3.593363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 332690 members 
Entering Unmasked Estep 
Score: -35933636.000000 Penalty: 6316.715820
	Iteration 159Q: 3 clusters Score -3.593364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 332695 members 
Entering Unmasked Estep 
Score: -35933644.000000 Penalty: 6316.715820
	Iteration 160F: 3 clusters Score -3.593364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 332703 members 
Entering Unmasked Estep 
Score: -35933620.000000 Penalty: 6316.715820
	Iteration 161Q: 3 clusters Score -3.593362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 332710 members 
Entering Unmasked Estep 
Score: -35933648.000000 Penalty: 6316.715820
	Iteration 162Q: 3 clusters Score -3.593365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 332722 members 
Entering Unmasked Estep 
Score: -35933672.000000 Penalty: 6316.715820
	Iteration 163Q: 3 clusters Score -3.593367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 332731 members 
Entering Unmasked Estep 
Score: -35933648.000000 Penalty: 6316.715820
	Iteration 164Q: 3 clusters Score -3.593365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 332737 members 
Entering Unmasked Estep 
Score: -35933640.000000 Penalty: 6316.715820
	Iteration 165Q: 3 clusters Score -3.593364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 332746 members 
Entering Unmasked Estep 
Score: -35933632.000000 Penalty: 6316.715820
	Iteration 166Q: 3 clusters Score -3.593363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 332754 members 
Entering Unmasked Estep 
Score: -35933624.000000 Penalty: 6316.715820
	Iteration 167Q: 3 clusters Score -3.593362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 332766 members 
Entering Unmasked Estep 
Score: -35933628.000000 Penalty: 6316.715820
	Iteration 168Q: 3 clusters Score -3.593363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 332774 members 
Entering Unmasked Estep 
Score: -35933632.000000 Penalty: 6316.715820
	Iteration 169Q: 3 clusters Score -3.593363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 332787 members 
Entering Unmasked Estep 
Score: -35933620.000000 Penalty: 6316.715820
	Iteration 170Q: 3 clusters Score -3.593362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 332801 members 
Entering Unmasked Estep 
Score: -35933612.000000 Penalty: 6316.715820
	Iteration 171Q: 3 clusters Score -3.593361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 332818 members 
Entering Unmasked Estep 
Score: -35933604.000000 Penalty: 6316.715820
	Iteration 172Q: 3 clusters Score -3.59336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 332835 members 
Entering Unmasked Estep 
Score: -35933620.000000 Penalty: 6316.715820
	Iteration 173Q: 3 clusters Score -3.593362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 332851 members 
Entering Unmasked Estep 
Score: -35933600.000000 Penalty: 6316.715820
	Iteration 174Q: 3 clusters Score -3.59336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 332868 members 
Entering Unmasked Estep 
Score: -35933628.000000 Penalty: 6316.715820
	Iteration 175Q: 3 clusters Score -3.593363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 332886 members 
Entering Unmasked Estep 
Score: -35933612.000000 Penalty: 6316.715820
	Iteration 176Q: 3 clusters Score -3.593361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 332905 members 
Entering Unmasked Estep 
Score: -35933604.000000 Penalty: 6316.715820
	Iteration 177Q: 3 clusters Score -3.59336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 332921 members 
Entering Unmasked Estep 
Score: -35933604.000000 Penalty: 6316.715820
	Iteration 178Q: 3 clusters Score -3.59336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 332937 members 
Entering Unmasked Estep 
Score: -35933596.000000 Penalty: 6316.715820
	Iteration 179Q: 3 clusters Score -3.59336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 332954 members 
Entering Unmasked Estep 
Score: -35933596.000000 Penalty: 6316.715820
	Iteration 180F: 3 clusters Score -3.59336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 332967 members 
Entering Unmasked Estep 
Score: -35933576.000000 Penalty: 6316.715820
	Iteration 181Q: 3 clusters Score -3.593358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 332976 members 
Entering Unmasked Estep 
Score: -35933564.000000 Penalty: 6316.715820
	Iteration 182Q: 3 clusters Score -3.593356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 332990 members 
Entering Unmasked Estep 
Score: -35933560.000000 Penalty: 6316.715820
	Iteration 183Q: 3 clusters Score -3.593356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 333004 members 
Entering Unmasked Estep 
Score: -35933556.000000 Penalty: 6316.715820
	Iteration 184Q: 3 clusters Score -3.593356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 333023 members 
Entering Unmasked Estep 
Score: -35933524.000000 Penalty: 6316.715820
	Iteration 185Q: 3 clusters Score -3.593352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 333036 members 
Entering Unmasked Estep 
Score: -35933548.000000 Penalty: 6316.715820
	Iteration 186Q: 3 clusters Score -3.593355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 333049 members 
Entering Unmasked Estep 
Score: -35933520.000000 Penalty: 6316.715820
	Iteration 187Q: 3 clusters Score -3.593352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 333061 members 
Entering Unmasked Estep 
Score: -35933500.000000 Penalty: 6316.715820
	Iteration 188Q: 3 clusters Score -3.59335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 333076 members 
Entering Unmasked Estep 
Score: -35933508.000000 Penalty: 6316.715820
	Iteration 189Q: 3 clusters Score -3.593351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 333084 members 
Entering Unmasked Estep 
Score: -35933508.000000 Penalty: 6316.715820
	Iteration 190Q: 3 clusters Score -3.593351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 333097 members 
Entering Unmasked Estep 
Score: -35933532.000000 Penalty: 6316.715820
	Iteration 191Q: 3 clusters Score -3.593353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 333109 members 
Entering Unmasked Estep 
Score: -35933508.000000 Penalty: 6316.715820
	Iteration 192Q: 3 clusters Score -3.593351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 333118 members 
Entering Unmasked Estep 
Score: -35933512.000000 Penalty: 6316.715820
	Iteration 193Q: 3 clusters Score -3.593351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 333122 members 
Entering Unmasked Estep 
Score: -35933512.000000 Penalty: 6316.715820
	Iteration 194Q: 3 clusters Score -3.593351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 333129 members 
Entering Unmasked Estep 
Score: -35933500.000000 Penalty: 6316.715820
	Iteration 195Q: 3 clusters Score -3.59335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 333141 members 
Entering Unmasked Estep 
Score: -35933464.000000 Penalty: 6316.715820
	Iteration 196Q: 3 clusters Score -3.593346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 333152 members 
Entering Unmasked Estep 
Score: -35933452.000000 Penalty: 6316.715820
	Iteration 197Q: 3 clusters Score -3.593345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 333165 members 
Entering Unmasked Estep 
Score: -35933452.000000 Penalty: 6316.715820
	Iteration 198Q: 3 clusters Score -3.593345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 333176 members 
Entering Unmasked Estep 
Score: -35933460.000000 Penalty: 6316.715820
	Iteration 199Q: 3 clusters Score -3.593346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 333185 members 
Entering Unmasked Estep 
Score: -35933444.000000 Penalty: 6316.715820
	Iteration 200F: 3 clusters Score -3.593344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 333198 members 
Entering Unmasked Estep 
Score: -35933440.000000 Penalty: 6316.715820
	Iteration 201Q: 3 clusters Score -3.593344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 333211 members 
Entering Unmasked Estep 
Score: -35933472.000000 Penalty: 6316.715820
	Iteration 202Q: 3 clusters Score -3.593347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 333220 members 
Entering Unmasked Estep 
Score: -35933472.000000 Penalty: 6316.715820
	Iteration 203Q: 3 clusters Score -3.593347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 333229 members 
Entering Unmasked Estep 
Score: -35933456.000000 Penalty: 6316.715820
	Iteration 204Q: 3 clusters Score -3.593346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 333239 members 
Entering Unmasked Estep 
Score: -35933424.000000 Penalty: 6316.715820
	Iteration 205Q: 3 clusters Score -3.593342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 333252 members 
Entering Unmasked Estep 
Score: -35933420.000000 Penalty: 6316.715820
	Iteration 206Q: 3 clusters Score -3.593342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 333262 members 
Entering Unmasked Estep 
Score: -35933436.000000 Penalty: 6316.715820
	Iteration 207Q: 3 clusters Score -3.593344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 333268 members 
Entering Unmasked Estep 
Score: -35933444.000000 Penalty: 6316.715820
	Iteration 208Q: 3 clusters Score -3.593344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 333275 members 
Entering Unmasked Estep 
Score: -35933436.000000 Penalty: 6316.715820
	Iteration 209Q: 3 clusters Score -3.593344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 333280 members 
Entering Unmasked Estep 
Score: -35933452.000000 Penalty: 6316.715820
	Iteration 210Q: 3 clusters Score -3.593345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 333283 members 
Entering Unmasked Estep 
Score: -35933444.000000 Penalty: 6316.715820
	Iteration 211Q: 3 clusters Score -3.593344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 333287 members 
Entering Unmasked Estep 
Score: -35933452.000000 Penalty: 6316.715820
	Iteration 212Q: 3 clusters Score -3.593345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 333290 members 
Entering Unmasked Estep 
Score: -35933444.000000 Penalty: 6316.715820
	Iteration 213Q: 3 clusters Score -3.593344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 333299 members 
Entering Unmasked Estep 
Score: -35933448.000000 Penalty: 6316.715820
	Iteration 214Q: 3 clusters Score -3.593345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 333303 members 
Entering Unmasked Estep 
Score: -35933436.000000 Penalty: 6316.715820
	Iteration 215Q: 3 clusters Score -3.593344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 333310 members 
Entering Unmasked Estep 
Score: -35933448.000000 Penalty: 6316.715820
	Iteration 216Q: 3 clusters Score -3.593345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 333319 members 
Entering Unmasked Estep 
Score: -35933448.000000 Penalty: 6316.715820
	Iteration 217Q: 3 clusters Score -3.593345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 333328 members 
Entering Unmasked Estep 
Score: -35933436.000000 Penalty: 6316.715820
	Iteration 218Q: 3 clusters Score -3.593344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 333339 members 
Entering Unmasked Estep 
Score: -35933428.000000 Penalty: 6316.715820
	Iteration 219Q: 3 clusters Score -3.593343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 333350 members 
Entering Unmasked Estep 
Score: -35933416.000000 Penalty: 6316.715820
	Iteration 220F: 3 clusters Score -3.593342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 333363 members 
Entering Unmasked Estep 
Score: -35933440.000000 Penalty: 6316.715820
	Iteration 221Q: 3 clusters Score -3.593344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 333379 members 
Entering Unmasked Estep 
Score: -35933448.000000 Penalty: 6316.715820
	Iteration 222Q: 3 clusters Score -3.593345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 333392 members 
Entering Unmasked Estep 
Score: -35933448.000000 Penalty: 6316.715820
	Iteration 223Q: 3 clusters Score -3.593345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 333399 members 
Entering Unmasked Estep 
Score: -35933444.000000 Penalty: 6316.715820
	Iteration 224Q: 3 clusters Score -3.593344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 333413 members 
Entering Unmasked Estep 
Score: -35933420.000000 Penalty: 6316.715820
	Iteration 225Q: 3 clusters Score -3.593342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 333419 members 
Entering Unmasked Estep 
Score: -35933404.000000 Penalty: 6316.715820
	Iteration 226Q: 3 clusters Score -3.59334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 333424 members 
Entering Unmasked Estep 
Score: -35933432.000000 Penalty: 6316.715820
	Iteration 227Q: 3 clusters Score -3.593343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 333432 members 
Entering Unmasked Estep 
Score: -35933412.000000 Penalty: 6316.715820
	Iteration 228Q: 3 clusters Score -3.593341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 333438 members 
Entering Unmasked Estep 
Score: -35933432.000000 Penalty: 6316.715820
	Iteration 229Q: 3 clusters Score -3.593343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 333445 members 
Entering Unmasked Estep 
Score: -35933420.000000 Penalty: 6316.715820
	Iteration 230Q: 3 clusters Score -3.593342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 333455 members 
Entering Unmasked Estep 
Score: -35933412.000000 Penalty: 6316.715820
	Iteration 231Q: 3 clusters Score -3.593341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 333462 members 
Entering Unmasked Estep 
Score: -35933392.000000 Penalty: 6316.715820
	Iteration 232Q: 3 clusters Score -3.593339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 333467 members 
Entering Unmasked Estep 
Score: -35933396.000000 Penalty: 6316.715820
	Iteration 233Q: 3 clusters Score -3.59334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 333476 members 
Entering Unmasked Estep 
Score: -35933396.000000 Penalty: 6316.715820
	Iteration 234Q: 3 clusters Score -3.59334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 333485 members 
Entering Unmasked Estep 
Score: -35933420.000000 Penalty: 6316.715820
	Iteration 235Q: 3 clusters Score -3.593342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 333491 members 
Entering Unmasked Estep 
Score: -35933400.000000 Penalty: 6316.715820
	Iteration 236Q: 3 clusters Score -3.59334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 333498 members 
Entering Unmasked Estep 
Score: -35933408.000000 Penalty: 6316.715820
	Iteration 237Q: 3 clusters Score -3.593341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 333503 members 
Entering Unmasked Estep 
Score: -35933380.000000 Penalty: 6316.715820
	Iteration 238Q: 3 clusters Score -3.593338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 333507 members 
Entering Unmasked Estep 
Score: -35933404.000000 Penalty: 6316.715820
	Iteration 239Q: 3 clusters Score -3.59334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 333511 members 
Entering Unmasked Estep 
Score: -35933396.000000 Penalty: 6316.715820
	Iteration 240F: 3 clusters Score -3.59334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 333516 members 
Entering Unmasked Estep 
Score: -35933396.000000 Penalty: 6316.715820
	Iteration 241Q: 3 clusters Score -3.59334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 333519 members 
Entering Unmasked Estep 
Score: -35933400.000000 Penalty: 6316.715820
	Iteration 242Q: 3 clusters Score -3.59334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 333524 members 
Entering Unmasked Estep 
Score: -35933424.000000 Penalty: 6316.715820
	Iteration 243Q: 3 clusters Score -3.593342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 333529 members 
Entering Unmasked Estep 
Score: -35933416.000000 Penalty: 6316.715820
	Iteration 244Q: 3 clusters Score -3.593342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 333533 members 
Entering Unmasked Estep 
Score: -35933412.000000 Penalty: 6316.715820
	Iteration 245Q: 3 clusters Score -3.593341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 333536 members 
Entering Unmasked Estep 
Score: -35933404.000000 Penalty: 6316.715820
	Iteration 246Q: 3 clusters Score -3.59334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 333536 members 
Entering Unmasked Estep 
Score: -35933404.000000 Penalty: 6316.715820
	Iteration 247F: 3 clusters Score -3.59334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 5993 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 22 contains 333536 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
Score: -158394384.000000 Penalty: 84740.203125
Splitting cluster 20 changes total score from -158393968.000000 to -158394384.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (87897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Entering Unmasked Estep 
Score: -9065691.000000 Penalty: 2823.212402
	Iteration 0F: 2 clusters Score -9065691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -9006841.000000 Penalty: 5646.424805
	Iteration 0F: 3 clusters Score -9006841 nChanged 41401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -9030257.000000 Penalty: 5646.424805
	Iteration 1F: 3 clusters Score -9030257 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -9031087.000000 Penalty: 5646.424805
	Iteration 2Q: 3 clusters Score -9031087 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9032139.000000 Penalty: 5646.424805
	Iteration 3Q: 3 clusters Score -9032139 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -9033507.000000 Penalty: 5646.424805
	Iteration 4Q: 3 clusters Score -9033507 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -9035801.000000 Penalty: 5646.424805
	Iteration 5F: 3 clusters Score -9035801 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -9039462.000000 Penalty: 5646.424805
	Iteration 6F: 3 clusters Score -9039462 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -9044971.000000 Penalty: 5646.424805
	Iteration 7F: 3 clusters Score -9044971 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -9051860.000000 Penalty: 5646.424805
	Iteration 8F: 3 clusters Score -9051860 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -9057939.000000 Penalty: 5646.424805
	Iteration 9F: 3 clusters Score -9057939 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9061194.000000 Penalty: 5646.424805
	Iteration 10Q: 3 clusters Score -9061194 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9062549.000000 Penalty: 5646.424805
	Iteration 11Q: 3 clusters Score -9062549 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9062947.000000 Penalty: 5646.424805
	Iteration 12Q: 3 clusters Score -9062947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9063132.000000 Penalty: 5646.424805
	Iteration 13Q: 3 clusters Score -9063132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9063198.000000 Penalty: 5646.424805
	Iteration 14Q: 3 clusters Score -9063198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9063232.000000 Penalty: 5646.424805
	Iteration 15Q: 3 clusters Score -9063232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9063250.000000 Penalty: 5646.424805
	Iteration 16Q: 3 clusters Score -9063250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9063270.000000 Penalty: 5646.424805
	Iteration 17Q: 3 clusters Score -9063270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9063297.000000 Penalty: 5646.424805
	Iteration 18Q: 3 clusters Score -9063297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9063296.000000 Penalty: 5646.424805
	Iteration 19Q: 3 clusters Score -9063296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9063310.000000 Penalty: 5646.424805
	Iteration 20F: 3 clusters Score -9063310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9063310.000000 Penalty: 5646.424805
	Iteration 21Q: 3 clusters Score -9063310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9063312.000000 Penalty: 5646.424805
	Iteration 22Q: 3 clusters Score -9063312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9063316.000000 Penalty: 5646.424805
	Iteration 23Q: 3 clusters Score -9063316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9063316.000000 Penalty: 5646.424805
	Iteration 24F: 3 clusters Score -9063316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Entering Unmasked Estep 
Score: -3316814.250000 Penalty: 2562.639160
	Iteration 0F: 2 clusters Score -3316814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3295758.750000 Penalty: 5125.278320
	Iteration 0F: 3 clusters Score -3295759 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3303216.500000 Penalty: 5125.278320
	Iteration 1F: 3 clusters Score -3303216 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3303792.000000 Penalty: 5125.278320
	Iteration 2F: 3 clusters Score -3303792 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3304425.000000 Penalty: 5125.278320
	Iteration 3Q: 3 clusters Score -3304425 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3305223.750000 Penalty: 5125.278320
	Iteration 4F: 3 clusters Score -3305224 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3306285.250000 Penalty: 5125.278320
	Iteration 5F: 3 clusters Score -3306285 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3307671.750000 Penalty: 5125.278320
	Iteration 6F: 3 clusters Score -3307672 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3309392.500000 Penalty: 5125.278320
	Iteration 7F: 3 clusters Score -3309392 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3311080.750000 Penalty: 5125.278320
	Iteration 8F: 3 clusters Score -3311081 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3312351.750000 Penalty: 5125.278320
	Iteration 9Q: 3 clusters Score -3312352 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3313088.250000 Penalty: 5125.278320
	Iteration 10Q: 3 clusters Score -3313088 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3313468.500000 Penalty: 5125.278320
	Iteration 11Q: 3 clusters Score -3313468 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3313684.750000 Penalty: 5125.278320
	Iteration 12Q: 3 clusters Score -3313685 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3313867.000000 Penalty: 5125.278320
	Iteration 13Q: 3 clusters Score -3313867 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3313996.250000 Penalty: 5125.278320
	Iteration 14Q: 3 clusters Score -3313996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3314089.750000 Penalty: 5125.278320
	Iteration 15Q: 3 clusters Score -3314090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3314183.750000 Penalty: 5125.278320
	Iteration 16Q: 3 clusters Score -3314184 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3314256.000000 Penalty: 5125.278320
	Iteration 17Q: 3 clusters Score -3314256 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3314358.750000 Penalty: 5125.278320
	Iteration 18Q: 3 clusters Score -3314359 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3314423.500000 Penalty: 5125.278320
	Iteration 19Q: 3 clusters Score -3314424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3314490.500000 Penalty: 5125.278320
	Iteration 20F: 3 clusters Score -3314490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3314538.000000 Penalty: 5125.278320
	Iteration 21Q: 3 clusters Score -3314538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3314579.500000 Penalty: 5125.278320
	Iteration 22Q: 3 clusters Score -3314580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3314623.000000 Penalty: 5125.278320
	Iteration 23Q: 3 clusters Score -3314623 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3314660.000000 Penalty: 5125.278320
	Iteration 24Q: 3 clusters Score -3314660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3314704.250000 Penalty: 5125.278320
	Iteration 25Q: 3 clusters Score -3314704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3314739.000000 Penalty: 5125.278320
	Iteration 26Q: 3 clusters Score -3314739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3314760.000000 Penalty: 5125.278320
	Iteration 27Q: 3 clusters Score -3314760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3314774.500000 Penalty: 5125.278320
	Iteration 28Q: 3 clusters Score -3314774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3314805.250000 Penalty: 5125.278320
	Iteration 29Q: 3 clusters Score -3314805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3314806.750000 Penalty: 5125.278320
	Iteration 30Q: 3 clusters Score -3314807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3314835.500000 Penalty: 5125.278320
	Iteration 31Q: 3 clusters Score -3314836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3314839.000000 Penalty: 5125.278320
	Iteration 32Q: 3 clusters Score -3314839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3314844.500000 Penalty: 5125.278320
	Iteration 33Q: 3 clusters Score -3314844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3314852.750000 Penalty: 5125.278320
	Iteration 34Q: 3 clusters Score -3314853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3314851.000000 Penalty: 5125.278320
	Iteration 35Q: 3 clusters Score -3314851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3314865.750000 Penalty: 5125.278320
	Iteration 36Q: 3 clusters Score -3314866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3314872.500000 Penalty: 5125.278320
	Iteration 37Q: 3 clusters Score -3314872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3314872.000000 Penalty: 5125.278320
	Iteration 38Q: 3 clusters Score -3314872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3314876.500000 Penalty: 5125.278320
	Iteration 39Q: 3 clusters Score -3314876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3314891.250000 Penalty: 5125.278320
	Iteration 40F: 3 clusters Score -3314891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3314886.750000 Penalty: 5125.278320
	Iteration 41Q: 3 clusters Score -3314887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3314887.500000 Penalty: 5125.278320
	Iteration 42Q: 3 clusters Score -3314888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3314896.000000 Penalty: 5125.278320
	Iteration 43Q: 3 clusters Score -3314896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3314899.500000 Penalty: 5125.278320
	Iteration 44Q: 3 clusters Score -3314900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3314901.500000 Penalty: 5125.278320
	Iteration 45Q: 3 clusters Score -3314902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3314902.000000 Penalty: 5125.278320
	Iteration 46Q: 3 clusters Score -3314902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3314909.750000 Penalty: 5125.278320
	Iteration 47Q: 3 clusters Score -3314910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3314908.250000 Penalty: 5125.278320
	Iteration 48Q: 3 clusters Score -3314908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3314909.750000 Penalty: 5125.278320
	Iteration 49Q: 3 clusters Score -3314910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3314913.250000 Penalty: 5125.278320
	Iteration 50Q: 3 clusters Score -3314913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3314913.500000 Penalty: 5125.278320
	Iteration 51Q: 3 clusters Score -3314914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3314919.000000 Penalty: 5125.278320
	Iteration 52Q: 3 clusters Score -3314919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3314915.500000 Penalty: 5125.278320
	Iteration 53Q: 3 clusters Score -3314916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3314923.500000 Penalty: 5125.278320
	Iteration 54Q: 3 clusters Score -3314924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3314925.000000 Penalty: 5125.278320
	Iteration 55Q: 3 clusters Score -3314925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3314925.500000 Penalty: 5125.278320
	Iteration 56Q: 3 clusters Score -3314926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3314929.500000 Penalty: 5125.278320
	Iteration 57Q: 3 clusters Score -3314930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3314923.500000 Penalty: 5125.278320
	Iteration 58Q: 3 clusters Score -3314924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3314933.250000 Penalty: 5125.278320
	Iteration 59Q: 3 clusters Score -3314933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3314947.250000 Penalty: 5125.278320
	Iteration 60F: 3 clusters Score -3314947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3314944.000000 Penalty: 5125.278320
	Iteration 61Q: 3 clusters Score -3314944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3314946.250000 Penalty: 5125.278320
	Iteration 62Q: 3 clusters Score -3314946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3314954.750000 Penalty: 5125.278320
	Iteration 63Q: 3 clusters Score -3314955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3314956.750000 Penalty: 5125.278320
	Iteration 64Q: 3 clusters Score -3314957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3314954.250000 Penalty: 5125.278320
	Iteration 65Q: 3 clusters Score -3314954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3314956.000000 Penalty: 5125.278320
	Iteration 66Q: 3 clusters Score -3314956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3314962.250000 Penalty: 5125.278320
	Iteration 67Q: 3 clusters Score -3314962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3314956.000000 Penalty: 5125.278320
	Iteration 68Q: 3 clusters Score -3314956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3314953.500000 Penalty: 5125.278320
	Iteration 69Q: 3 clusters Score -3314954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3314962.000000 Penalty: 5125.278320
	Iteration 70Q: 3 clusters Score -3314962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3314967.500000 Penalty: 5125.278320
	Iteration 71Q: 3 clusters Score -3314968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3314970.750000 Penalty: 5125.278320
	Iteration 72Q: 3 clusters Score -3314971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3314970.750000 Penalty: 5125.278320
	Iteration 73Q: 3 clusters Score -3314971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3314967.500000 Penalty: 5125.278320
	Iteration 74Q: 3 clusters Score -3314968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3314964.250000 Penalty: 5125.278320
	Iteration 75Q: 3 clusters Score -3314964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3314966.250000 Penalty: 5125.278320
	Iteration 76Q: 3 clusters Score -3314966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3314965.000000 Penalty: 5125.278320
	Iteration 77Q: 3 clusters Score -3314965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3314972.250000 Penalty: 5125.278320
	Iteration 78Q: 3 clusters Score -3314972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3314969.500000 Penalty: 5125.278320
	Iteration 79Q: 3 clusters Score -3314970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3314970.250000 Penalty: 5125.278320
	Iteration 80F: 3 clusters Score -3314970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3314973.250000 Penalty: 5125.278320
	Iteration 81Q: 3 clusters Score -3314973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3314973.750000 Penalty: 5125.278320
	Iteration 82Q: 3 clusters Score -3314974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3314977.250000 Penalty: 5125.278320
	Iteration 83Q: 3 clusters Score -3314977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3314980.500000 Penalty: 5125.278320
	Iteration 84Q: 3 clusters Score -3314980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3314974.750000 Penalty: 5125.278320
	Iteration 85Q: 3 clusters Score -3314975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3314979.750000 Penalty: 5125.278320
	Iteration 86Q: 3 clusters Score -3314980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3314976.000000 Penalty: 5125.278320
	Iteration 87Q: 3 clusters Score -3314976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3314983.000000 Penalty: 5125.278320
	Iteration 88Q: 3 clusters Score -3314983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3314979.750000 Penalty: 5125.278320
	Iteration 89Q: 3 clusters Score -3314980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3314981.750000 Penalty: 5125.278320
	Iteration 90Q: 3 clusters Score -3314982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3314984.000000 Penalty: 5125.278320
	Iteration 91Q: 3 clusters Score -3314984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3314980.250000 Penalty: 5125.278320
	Iteration 92Q: 3 clusters Score -3314980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3314986.500000 Penalty: 5125.278320
	Iteration 93Q: 3 clusters Score -3314986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3314983.500000 Penalty: 5125.278320
	Iteration 94Q: 3 clusters Score -3314984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3314983.500000 Penalty: 5125.278320
	Iteration 95F: 3 clusters Score -3314984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -1067415.750000 Penalty: 2299.502686
	Iteration 0F: 2 clusters Score -1067416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1059261.500000 Penalty: 4599.005371
	Iteration 0F: 3 clusters Score -1059262 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1061696.125000 Penalty: 4599.005371
	Iteration 1F: 3 clusters Score -1061696 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1062000.375000 Penalty: 4599.005371
	Iteration 2F: 3 clusters Score -1062000 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1062374.500000 Penalty: 4599.005371
	Iteration 3F: 3 clusters Score -1062374 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1062915.625000 Penalty: 4599.005371
	Iteration 4F: 3 clusters Score -1062916 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1063572.875000 Penalty: 4599.005371
	Iteration 5F: 3 clusters Score -1063573 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1064230.625000 Penalty: 4599.005371
	Iteration 6F: 3 clusters Score -1064231 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1064882.875000 Penalty: 4599.005371
	Iteration 7F: 3 clusters Score -1064883 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1065480.250000 Penalty: 4599.005371
	Iteration 8F: 3 clusters Score -1065480 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1065913.750000 Penalty: 4599.005371
	Iteration 9F: 3 clusters Score -1065914 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1066180.250000 Penalty: 4599.005371
	Iteration 10Q: 3 clusters Score -1066180 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1066330.000000 Penalty: 4599.005371
	Iteration 11Q: 3 clusters Score -1066330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1066430.000000 Penalty: 4599.005371
	Iteration 12Q: 3 clusters Score -1066430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1066481.625000 Penalty: 4599.005371
	Iteration 13Q: 3 clusters Score -1066482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1066524.500000 Penalty: 4599.005371
	Iteration 14Q: 3 clusters Score -1066524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1066544.000000 Penalty: 4599.005371
	Iteration 15Q: 3 clusters Score -1066544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1066559.750000 Penalty: 4599.005371
	Iteration 16Q: 3 clusters Score -1066560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1066572.875000 Penalty: 4599.005371
	Iteration 17Q: 3 clusters Score -1066573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1066582.250000 Penalty: 4599.005371
	Iteration 18Q: 3 clusters Score -1066582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1066591.875000 Penalty: 4599.005371
	Iteration 19Q: 3 clusters Score -1066592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1066596.875000 Penalty: 4599.005371
	Iteration 20F: 3 clusters Score -1066597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1066602.375000 Penalty: 4599.005371
	Iteration 21Q: 3 clusters Score -1066602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1066603.500000 Penalty: 4599.005371
	Iteration 22Q: 3 clusters Score -1066604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1066602.250000 Penalty: 4599.005371
	Iteration 23Q: 3 clusters Score -1066602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1066603.125000 Penalty: 4599.005371
	Iteration 24Q: 3 clusters Score -1066603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1066601.750000 Penalty: 4599.005371
	Iteration 25Q: 3 clusters Score -1066602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1066601.750000 Penalty: 4599.005371
	Iteration 26F: 3 clusters Score -1066602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178897 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327155 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 278158 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104986 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 5993 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 23 contains 30737 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395168.000000 Penalty: 84740.203125
Iteration 248F: 25 clusters Score -1.583952e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178565 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 327253 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 277675 members 
Mstep: Class 14 contains 58684 members 
Mstep: Class 15 contains 44879 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104679 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 87922 members 
Mstep: Class 22 contains 334093 members 
Mstep: Class 23 contains 30681 members 
Mstep: Class 24 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395328.000000 Penalty: 84740.203125
Iteration 249Q: 25 clusters Score -1.583953e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178322 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 327276 members 
Mstep: Class 6 contains 8317 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9783 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 277267 members 
Mstep: Class 14 contains 58610 members 
Mstep: Class 15 contains 44825 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104471 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 7164 members 
Mstep: Class 21 contains 87731 members 
Mstep: Class 22 contains 334773 members 
Mstep: Class 23 contains 30649 members 
Mstep: Class 24 contains 10635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395456.000000 Penalty: 84740.203125
Iteration 250Q: 25 clusters Score -1.583955e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 178102 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 327324 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9787 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 276896 members 
Mstep: Class 14 contains 58533 members 
Mstep: Class 15 contains 44794 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104332 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 7615 members 
Mstep: Class 21 contains 87427 members 
Mstep: Class 22 contains 335443 members 
Mstep: Class 23 contains 30632 members 
Mstep: Class 24 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395520.000000 Penalty: 84740.203125
Iteration 251Q: 25 clusters Score -1.583955e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 177948 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 327457 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 9789 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 276578 members 
Mstep: Class 14 contains 58493 members 
Mstep: Class 15 contains 44754 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104230 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 87078 members 
Mstep: Class 22 contains 335888 members 
Mstep: Class 23 contains 30607 members 
Mstep: Class 24 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395600.000000 Penalty: 84740.203125
Iteration 252Q: 25 clusters Score -1.583956e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 177799 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 327620 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 276320 members 
Mstep: Class 14 contains 58463 members 
Mstep: Class 15 contains 44743 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104167 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 8512 members 
Mstep: Class 21 contains 86731 members 
Mstep: Class 22 contains 336163 members 
Mstep: Class 23 contains 30600 members 
Mstep: Class 24 contains 10599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395360.000000 Penalty: 84740.203125
Iteration 253Q: 25 clusters Score -1.583954e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 177707 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 327781 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 276125 members 
Mstep: Class 14 contains 58434 members 
Mstep: Class 15 contains 44735 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 104099 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 8912 members 
Mstep: Class 21 contains 86409 members 
Mstep: Class 22 contains 336368 members 
Mstep: Class 23 contains 30583 members 
Mstep: Class 24 contains 10571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395440.000000 Penalty: 84740.203125
Iteration 254Q: 25 clusters Score -1.583954e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 177644 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 327907 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 9792 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 275972 members 
Mstep: Class 14 contains 58420 members 
Mstep: Class 15 contains 44728 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 104038 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 86103 members 
Mstep: Class 22 contains 336545 members 
Mstep: Class 23 contains 30568 members 
Mstep: Class 24 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395232.000000 Penalty: 84740.203125
Iteration 255Q: 25 clusters Score -1.583952e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 177576 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328059 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9792 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 275845 members 
Mstep: Class 14 contains 58405 members 
Mstep: Class 15 contains 44721 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 104000 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 9591 members 
Mstep: Class 21 contains 85806 members 
Mstep: Class 22 contains 336657 members 
Mstep: Class 23 contains 30557 members 
Mstep: Class 24 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395136.000000 Penalty: 84740.203125
Iteration 256Q: 25 clusters Score -1.583951e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 177533 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328176 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 275750 members 
Mstep: Class 14 contains 58396 members 
Mstep: Class 15 contains 44714 members 
Mstep: Class 16 contains 4383 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103975 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 9929 members 
Mstep: Class 21 contains 85526 members 
Mstep: Class 22 contains 336702 members 
Mstep: Class 23 contains 30560 members 
Mstep: Class 24 contains 10481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394912.000000 Penalty: 84740.203125
Iteration 257Q: 25 clusters Score -1.583949e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 177490 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328304 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9777 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275651 members 
Mstep: Class 14 contains 58384 members 
Mstep: Class 15 contains 44712 members 
Mstep: Class 16 contains 4380 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103952 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 85224 members 
Mstep: Class 22 contains 336768 members 
Mstep: Class 23 contains 30567 members 
Mstep: Class 24 contains 10449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158394992.000000 Penalty: 84740.203125
Iteration 258Q: 25 clusters Score -1.58395e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 177433 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328438 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 9771 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275573 members 
Mstep: Class 14 contains 58374 members 
Mstep: Class 15 contains 44713 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103933 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 10582 members 
Mstep: Class 21 contains 84910 members 
Mstep: Class 22 contains 336802 members 
Mstep: Class 23 contains 30575 members 
Mstep: Class 24 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395280.000000 Penalty: 84740.203125
Iteration 259Q: 25 clusters Score -1.583953e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 177379 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328568 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275517 members 
Mstep: Class 14 contains 58366 members 
Mstep: Class 15 contains 44710 members 
Mstep: Class 16 contains 4375 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103920 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 84586 members 
Mstep: Class 22 contains 336831 members 
Mstep: Class 23 contains 30574 members 
Mstep: Class 24 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395328.000000 Penalty: 84740.203125
Iteration 260F: 25 clusters Score -1.583953e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 177335 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328698 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275459 members 
Mstep: Class 14 contains 58346 members 
Mstep: Class 15 contains 44712 members 
Mstep: Class 16 contains 4373 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103882 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 84278 members 
Mstep: Class 22 contains 336861 members 
Mstep: Class 23 contains 30571 members 
Mstep: Class 24 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395488.000000 Penalty: 84740.203125
Iteration 261Q: 25 clusters Score -1.583955e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 177301 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 328791 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 9775 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275403 members 
Mstep: Class 14 contains 58333 members 
Mstep: Class 15 contains 44708 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103857 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 83991 members 
Mstep: Class 22 contains 336903 members 
Mstep: Class 23 contains 30571 members 
Mstep: Class 24 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395600.000000 Penalty: 84740.203125
Iteration 262Q: 25 clusters Score -1.583956e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 177294 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 328873 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275348 members 
Mstep: Class 14 contains 58329 members 
Mstep: Class 15 contains 44703 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103837 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 11969 members 
Mstep: Class 21 contains 83748 members 
Mstep: Class 22 contains 336912 members 
Mstep: Class 23 contains 30568 members 
Mstep: Class 24 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395824.000000 Penalty: 84740.203125
Iteration 263Q: 25 clusters Score -1.583958e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 177261 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 328981 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9777 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275281 members 
Mstep: Class 14 contains 58323 members 
Mstep: Class 15 contains 44689 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103823 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 12285 members 
Mstep: Class 21 contains 83500 members 
Mstep: Class 22 contains 336932 members 
Mstep: Class 23 contains 30557 members 
Mstep: Class 24 contains 10142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395888.000000 Penalty: 84740.203125
Iteration 264Q: 25 clusters Score -1.583959e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 177224 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 329119 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275213 members 
Mstep: Class 14 contains 58312 members 
Mstep: Class 15 contains 44676 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103799 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 12599 members 
Mstep: Class 21 contains 83256 members 
Mstep: Class 22 contains 336954 members 
Mstep: Class 23 contains 30548 members 
Mstep: Class 24 contains 10084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395984.000000 Penalty: 84740.203125
Iteration 265Q: 25 clusters Score -1.58396e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 177189 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 329246 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275152 members 
Mstep: Class 14 contains 58298 members 
Mstep: Class 15 contains 44659 members 
Mstep: Class 16 contains 4358 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103764 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 12889 members 
Mstep: Class 21 contains 83022 members 
Mstep: Class 22 contains 336999 members 
Mstep: Class 23 contains 30539 members 
Mstep: Class 24 contains 10030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396080.000000 Penalty: 84740.203125
Iteration 266Q: 25 clusters Score -1.583961e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 177163 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 329333 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 275115 members 
Mstep: Class 14 contains 58287 members 
Mstep: Class 15 contains 44655 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103731 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 13162 members 
Mstep: Class 21 contains 82819 members 
Mstep: Class 22 contains 337029 members 
Mstep: Class 23 contains 30537 members 
Mstep: Class 24 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396048.000000 Penalty: 84740.203125
Iteration 267Q: 25 clusters Score -1.58396e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 177152 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 329373 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 275067 members 
Mstep: Class 14 contains 58280 members 
Mstep: Class 15 contains 44657 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103711 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 13461 members 
Mstep: Class 21 contains 82612 members 
Mstep: Class 22 contains 337042 members 
Mstep: Class 23 contains 30540 members 
Mstep: Class 24 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396128.000000 Penalty: 84740.203125
Iteration 268Q: 25 clusters Score -1.583961e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 177120 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 329414 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 275016 members 
Mstep: Class 14 contains 58277 members 
Mstep: Class 15 contains 44662 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103698 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 82408 members 
Mstep: Class 22 contains 337052 members 
Mstep: Class 23 contains 30546 members 
Mstep: Class 24 contains 9851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396272.000000 Penalty: 84740.203125
Iteration 269Q: 25 clusters Score -1.583963e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 177104 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 329451 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274953 members 
Mstep: Class 14 contains 58268 members 
Mstep: Class 15 contains 44663 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103684 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 14075 members 
Mstep: Class 21 contains 82198 members 
Mstep: Class 22 contains 337087 members 
Mstep: Class 23 contains 30541 members 
Mstep: Class 24 contains 9794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396400.000000 Penalty: 84740.203125
Iteration 270Q: 25 clusters Score -1.583964e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 177080 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 329500 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274870 members 
Mstep: Class 14 contains 58263 members 
Mstep: Class 15 contains 44664 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103670 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 81974 members 
Mstep: Class 22 contains 337139 members 
Mstep: Class 23 contains 30542 members 
Mstep: Class 24 contains 9748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396656.000000 Penalty: 84740.203125
Iteration 271Q: 25 clusters Score -1.583967e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 177068 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 329557 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274785 members 
Mstep: Class 14 contains 58263 members 
Mstep: Class 15 contains 44658 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103659 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 14669 members 
Mstep: Class 21 contains 81739 members 
Mstep: Class 22 contains 337172 members 
Mstep: Class 23 contains 30537 members 
Mstep: Class 24 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 272Q: 25 clusters Score -1.583966e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 177056 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 329606 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274703 members 
Mstep: Class 14 contains 58263 members 
Mstep: Class 15 contains 44655 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103663 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 14958 members 
Mstep: Class 21 contains 81514 members 
Mstep: Class 22 contains 337200 members 
Mstep: Class 23 contains 30536 members 
Mstep: Class 24 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396384.000000 Penalty: 84740.203125
Iteration 273Q: 25 clusters Score -1.583964e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 177041 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 329673 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274639 members 
Mstep: Class 14 contains 58261 members 
Mstep: Class 15 contains 44651 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103660 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 81281 members 
Mstep: Class 22 contains 337218 members 
Mstep: Class 23 contains 30534 members 
Mstep: Class 24 contains 9613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396576.000000 Penalty: 84740.203125
Iteration 274Q: 25 clusters Score -1.583966e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 177031 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 329741 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 9762 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274557 members 
Mstep: Class 14 contains 58252 members 
Mstep: Class 15 contains 44643 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103660 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 15502 members 
Mstep: Class 21 contains 81086 members 
Mstep: Class 22 contains 337217 members 
Mstep: Class 23 contains 30532 members 
Mstep: Class 24 contains 9577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396928.000000 Penalty: 84740.203125
Iteration 275Q: 25 clusters Score -1.583969e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 177017 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 329787 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274484 members 
Mstep: Class 14 contains 58243 members 
Mstep: Class 15 contains 44646 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103664 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 15739 members 
Mstep: Class 21 contains 80930 members 
Mstep: Class 22 contains 337218 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 9549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396768.000000 Penalty: 84740.203125
Iteration 276Q: 25 clusters Score -1.583968e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176999 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 329869 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274404 members 
Mstep: Class 14 contains 58239 members 
Mstep: Class 15 contains 44645 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103660 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 15972 members 
Mstep: Class 21 contains 80757 members 
Mstep: Class 22 contains 337209 members 
Mstep: Class 23 contains 30525 members 
Mstep: Class 24 contains 9531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396896.000000 Penalty: 84740.203125
Iteration 277Q: 25 clusters Score -1.583969e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176991 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 329943 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274320 members 
Mstep: Class 14 contains 58236 members 
Mstep: Class 15 contains 44644 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103662 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 80622 members 
Mstep: Class 22 contains 337193 members 
Mstep: Class 23 contains 30525 members 
Mstep: Class 24 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396784.000000 Penalty: 84740.203125
Iteration 278Q: 25 clusters Score -1.583968e+08 nChanged 565
Entering ConstructFrom: 
Score: -158396784.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (29166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Entering Unmasked Estep 
Score: -2831027.500000 Penalty: 2549.628174
	Iteration 0F: 2 clusters Score -2831028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2811028.500000 Penalty: 5099.256348
	Iteration 0F: 3 clusters Score -2811028 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2818085.750000 Penalty: 5099.256348
	Iteration 1F: 3 clusters Score -2818086 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2818547.250000 Penalty: 5099.256348
	Iteration 2Q: 3 clusters Score -2818547 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2819012.000000 Penalty: 5099.256348
	Iteration 3Q: 3 clusters Score -2819012 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2819501.500000 Penalty: 5099.256348
	Iteration 4Q: 3 clusters Score -2819502 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2820044.500000 Penalty: 5099.256348
	Iteration 5Q: 3 clusters Score -2820044 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2820646.750000 Penalty: 5099.256348
	Iteration 6Q: 3 clusters Score -2820647 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2821265.000000 Penalty: 5099.256348
	Iteration 7Q: 3 clusters Score -2821265 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2821905.500000 Penalty: 5099.256348
	Iteration 8Q: 3 clusters Score -2821906 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2822524.000000 Penalty: 5099.256348
	Iteration 9Q: 3 clusters Score -2822524 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2823127.000000 Penalty: 5099.256348
	Iteration 10Q: 3 clusters Score -2823127 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2823721.000000 Penalty: 5099.256348
	Iteration 11Q: 3 clusters Score -2823721 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2824326.250000 Penalty: 5099.256348
	Iteration 12Q: 3 clusters Score -2824326 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2824779.250000 Penalty: 5099.256348
	Iteration 13Q: 3 clusters Score -2824779 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2825160.000000 Penalty: 5099.256348
	Iteration 14Q: 3 clusters Score -2825160 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2825474.750000 Penalty: 5099.256348
	Iteration 15Q: 3 clusters Score -2825475 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2825714.500000 Penalty: 5099.256348
	Iteration 16Q: 3 clusters Score -2825714 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2825909.500000 Penalty: 5099.256348
	Iteration 17Q: 3 clusters Score -2825910 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2826110.000000 Penalty: 5099.256348
	Iteration 18Q: 3 clusters Score -2826110 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2826306.250000 Penalty: 5099.256348
	Iteration 19Q: 3 clusters Score -2826306 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2826497.750000 Penalty: 5099.256348
	Iteration 20F: 3 clusters Score -2826498 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2826704.000000 Penalty: 5099.256348
	Iteration 21Q: 3 clusters Score -2826704 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2826869.250000 Penalty: 5099.256348
	Iteration 22Q: 3 clusters Score -2826869 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2827020.500000 Penalty: 5099.256348
	Iteration 23Q: 3 clusters Score -2827020 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2827167.250000 Penalty: 5099.256348
	Iteration 24Q: 3 clusters Score -2827167 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2827322.000000 Penalty: 5099.256348
	Iteration 25Q: 3 clusters Score -2827322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2827461.000000 Penalty: 5099.256348
	Iteration 26Q: 3 clusters Score -2827461 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2827622.750000 Penalty: 5099.256348
	Iteration 27Q: 3 clusters Score -2827623 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2827760.500000 Penalty: 5099.256348
	Iteration 28Q: 3 clusters Score -2827760 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2827868.500000 Penalty: 5099.256348
	Iteration 29Q: 3 clusters Score -2827868 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2827962.500000 Penalty: 5099.256348
	Iteration 30Q: 3 clusters Score -2827962 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2828051.500000 Penalty: 5099.256348
	Iteration 31Q: 3 clusters Score -2828052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2828134.000000 Penalty: 5099.256348
	Iteration 32Q: 3 clusters Score -2828134 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2828214.250000 Penalty: 5099.256348
	Iteration 33Q: 3 clusters Score -2828214 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2828297.250000 Penalty: 5099.256348
	Iteration 34Q: 3 clusters Score -2828297 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2828380.750000 Penalty: 5099.256348
	Iteration 35Q: 3 clusters Score -2828381 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2828443.500000 Penalty: 5099.256348
	Iteration 36Q: 3 clusters Score -2828444 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2828517.500000 Penalty: 5099.256348
	Iteration 37Q: 3 clusters Score -2828518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2828566.500000 Penalty: 5099.256348
	Iteration 38Q: 3 clusters Score -2828566 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2828642.250000 Penalty: 5099.256348
	Iteration 39Q: 3 clusters Score -2828642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2828706.500000 Penalty: 5099.256348
	Iteration 40F: 3 clusters Score -2828706 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2828798.250000 Penalty: 5099.256348
	Iteration 41Q: 3 clusters Score -2828798 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2828874.000000 Penalty: 5099.256348
	Iteration 42Q: 3 clusters Score -2828874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2828936.500000 Penalty: 5099.256348
	Iteration 43Q: 3 clusters Score -2828936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2829010.000000 Penalty: 5099.256348
	Iteration 44Q: 3 clusters Score -2829010 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2829074.000000 Penalty: 5099.256348
	Iteration 45Q: 3 clusters Score -2829074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2829124.750000 Penalty: 5099.256348
	Iteration 46Q: 3 clusters Score -2829125 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2829171.500000 Penalty: 5099.256348
	Iteration 47Q: 3 clusters Score -2829172 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2829209.250000 Penalty: 5099.256348
	Iteration 48Q: 3 clusters Score -2829209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2829253.000000 Penalty: 5099.256348
	Iteration 49Q: 3 clusters Score -2829253 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2829291.000000 Penalty: 5099.256348
	Iteration 50Q: 3 clusters Score -2829291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2829320.000000 Penalty: 5099.256348
	Iteration 51Q: 3 clusters Score -2829320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2829350.250000 Penalty: 5099.256348
	Iteration 52Q: 3 clusters Score -2829350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2829379.750000 Penalty: 5099.256348
	Iteration 53Q: 3 clusters Score -2829380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2829416.250000 Penalty: 5099.256348
	Iteration 54Q: 3 clusters Score -2829416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2829446.750000 Penalty: 5099.256348
	Iteration 55Q: 3 clusters Score -2829447 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2829484.000000 Penalty: 5099.256348
	Iteration 56Q: 3 clusters Score -2829484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2829505.750000 Penalty: 5099.256348
	Iteration 57Q: 3 clusters Score -2829506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2829523.500000 Penalty: 5099.256348
	Iteration 58Q: 3 clusters Score -2829524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2829543.250000 Penalty: 5099.256348
	Iteration 59Q: 3 clusters Score -2829543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2829558.000000 Penalty: 5099.256348
	Iteration 60F: 3 clusters Score -2829558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2829577.750000 Penalty: 5099.256348
	Iteration 61Q: 3 clusters Score -2829578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2829597.250000 Penalty: 5099.256348
	Iteration 62Q: 3 clusters Score -2829597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2829611.250000 Penalty: 5099.256348
	Iteration 63Q: 3 clusters Score -2829611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2829629.250000 Penalty: 5099.256348
	Iteration 64Q: 3 clusters Score -2829629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -2829636.500000 Penalty: 5099.256348
	Iteration 65Q: 3 clusters Score -2829636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2829643.000000 Penalty: 5099.256348
	Iteration 66Q: 3 clusters Score -2829643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -2829657.500000 Penalty: 5099.256348
	Iteration 67Q: 3 clusters Score -2829658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2829672.000000 Penalty: 5099.256348
	Iteration 68Q: 3 clusters Score -2829672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2829682.500000 Penalty: 5099.256348
	Iteration 69Q: 3 clusters Score -2829682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2829689.250000 Penalty: 5099.256348
	Iteration 70Q: 3 clusters Score -2829689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2829694.250000 Penalty: 5099.256348
	Iteration 71Q: 3 clusters Score -2829694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2829708.500000 Penalty: 5099.256348
	Iteration 72Q: 3 clusters Score -2829708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2829709.750000 Penalty: 5099.256348
	Iteration 73Q: 3 clusters Score -2829710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2829717.250000 Penalty: 5099.256348
	Iteration 74Q: 3 clusters Score -2829717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -2829729.500000 Penalty: 5099.256348
	Iteration 75Q: 3 clusters Score -2829730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -2829732.000000 Penalty: 5099.256348
	Iteration 76Q: 3 clusters Score -2829732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2829746.000000 Penalty: 5099.256348
	Iteration 77Q: 3 clusters Score -2829746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2829758.250000 Penalty: 5099.256348
	Iteration 78Q: 3 clusters Score -2829758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2829771.500000 Penalty: 5099.256348
	Iteration 79Q: 3 clusters Score -2829772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2829785.250000 Penalty: 5099.256348
	Iteration 80F: 3 clusters Score -2829785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2829794.500000 Penalty: 5099.256348
	Iteration 81Q: 3 clusters Score -2829794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2829795.250000 Penalty: 5099.256348
	Iteration 82Q: 3 clusters Score -2829795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2829798.750000 Penalty: 5099.256348
	Iteration 83Q: 3 clusters Score -2829799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2829809.500000 Penalty: 5099.256348
	Iteration 84Q: 3 clusters Score -2829810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2829819.000000 Penalty: 5099.256348
	Iteration 85Q: 3 clusters Score -2829819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2829821.250000 Penalty: 5099.256348
	Iteration 86Q: 3 clusters Score -2829821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2829821.250000 Penalty: 5099.256348
	Iteration 87Q: 3 clusters Score -2829821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2829823.250000 Penalty: 5099.256348
	Iteration 88Q: 3 clusters Score -2829823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2829827.250000 Penalty: 5099.256348
	Iteration 89Q: 3 clusters Score -2829827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2829829.250000 Penalty: 5099.256348
	Iteration 90Q: 3 clusters Score -2829829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2829827.500000 Penalty: 5099.256348
	Iteration 91Q: 3 clusters Score -2829828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2829836.500000 Penalty: 5099.256348
	Iteration 92Q: 3 clusters Score -2829836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2829831.500000 Penalty: 5099.256348
	Iteration 93Q: 3 clusters Score -2829832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2829832.000000 Penalty: 5099.256348
	Iteration 94Q: 3 clusters Score -2829832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2829830.500000 Penalty: 5099.256348
	Iteration 95Q: 3 clusters Score -2829830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2829829.500000 Penalty: 5099.256348
	Iteration 96Q: 3 clusters Score -2829830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2829827.500000 Penalty: 5099.256348
	Iteration 97Q: 3 clusters Score -2829828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2829828.500000 Penalty: 5099.256348
	Iteration 98Q: 3 clusters Score -2829828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2829829.750000 Penalty: 5099.256348
	Iteration 99Q: 3 clusters Score -2829830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2829829.750000 Penalty: 5099.256348
	Iteration 100F: 3 clusters Score -2829830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -283639.281250 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -283639.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -280310.187500 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -280310.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -281050.687500 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -281050.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281235.875000 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -281235.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -281333.843750 Penalty: 4007.183350
	Iteration 3Q: 3 clusters Score -281333.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -281414.375000 Penalty: 4007.183350
	Iteration 4Q: 3 clusters Score -281414.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -281460.625000 Penalty: 4007.183350
	Iteration 5Q: 3 clusters Score -281460.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -281496.406250 Penalty: 4007.183350
	Iteration 6Q: 3 clusters Score -281496.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -281529.875000 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -281529.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -281558.687500 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -281558.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -281581.125000 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -281581.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -281608.656250 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -281608.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -281633.968750 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -281634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -281649.812500 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -281649.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -281663.750000 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -281663.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -281673.812500 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -281673.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -281686.718750 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -281686.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -281696.406250 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -281696.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -281705.156250 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -281705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -281710.156250 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -281710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -281712.531250 Penalty: 4007.183350
	Iteration 19Q: 3 clusters Score -281712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -281714.406250 Penalty: 4007.183350
	Iteration 20F: 3 clusters Score -281714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -281716.187500 Penalty: 4007.183350
	Iteration 21Q: 3 clusters Score -281716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -281718.531250 Penalty: 4007.183350
	Iteration 22Q: 3 clusters Score -281718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -281721.843750 Penalty: 4007.183350
	Iteration 23Q: 3 clusters Score -281721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -281724.843750 Penalty: 4007.183350
	Iteration 24Q: 3 clusters Score -281724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -281727.343750 Penalty: 4007.183350
	Iteration 25Q: 3 clusters Score -281727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -281730.468750 Penalty: 4007.183350
	Iteration 26Q: 3 clusters Score -281730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -281733.000000 Penalty: 4007.183350
	Iteration 27Q: 3 clusters Score -281733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -281735.125000 Penalty: 4007.183350
	Iteration 28Q: 3 clusters Score -281735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -281736.500000 Penalty: 4007.183350
	Iteration 29Q: 3 clusters Score -281736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -281737.781250 Penalty: 4007.183350
	Iteration 30Q: 3 clusters Score -281737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -281737.812500 Penalty: 4007.183350
	Iteration 31Q: 3 clusters Score -281737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -281737.812500 Penalty: 4007.183350
	Iteration 32F: 3 clusters Score -281737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176980 members 
Entering Unmasked Estep 
Score: -18941350.000000 Penalty: 2996.780273
	Iteration 0F: 2 clusters Score -1.894135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -18823070.000000 Penalty: 5993.560547
	Iteration 0F: 3 clusters Score -1.882307e+07 nChanged 85007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -18872174.000000 Penalty: 5993.560547
	Iteration 1F: 3 clusters Score -1.887217e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -18873188.000000 Penalty: 5993.560547
	Iteration 2Q: 3 clusters Score -1.887319e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -18874588.000000 Penalty: 5993.560547
	Iteration 3Q: 3 clusters Score -1.887459e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -18876246.000000 Penalty: 5993.560547
	Iteration 4Q: 3 clusters Score -1.887625e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -18878506.000000 Penalty: 5993.560547
	Iteration 5Q: 3 clusters Score -1.887851e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -18881660.000000 Penalty: 5993.560547
	Iteration 6Q: 3 clusters Score -1.888166e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -18886310.000000 Penalty: 5993.560547
	Iteration 7Q: 3 clusters Score -1.888631e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -18893152.000000 Penalty: 5993.560547
	Iteration 8F: 3 clusters Score -1.889315e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -18902404.000000 Penalty: 5993.560547
	Iteration 9F: 3 clusters Score -1.89024e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -18911254.000000 Penalty: 5993.560547
	Iteration 10F: 3 clusters Score -1.891125e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -18915924.000000 Penalty: 5993.560547
	Iteration 11F: 3 clusters Score -1.891592e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -18917626.000000 Penalty: 5993.560547
	Iteration 12Q: 3 clusters Score -1.891763e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -18918470.000000 Penalty: 5993.560547
	Iteration 13Q: 3 clusters Score -1.891847e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -18918976.000000 Penalty: 5993.560547
	Iteration 14Q: 3 clusters Score -1.891898e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -18919484.000000 Penalty: 5993.560547
	Iteration 15Q: 3 clusters Score -1.891948e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -18919838.000000 Penalty: 5993.560547
	Iteration 16Q: 3 clusters Score -1.891984e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -18920332.000000 Penalty: 5993.560547
	Iteration 17Q: 3 clusters Score -1.892033e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -18920642.000000 Penalty: 5993.560547
	Iteration 18Q: 3 clusters Score -1.892064e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -18920956.000000 Penalty: 5993.560547
	Iteration 19Q: 3 clusters Score -1.892096e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -18921346.000000 Penalty: 5993.560547
	Iteration 20F: 3 clusters Score -1.892135e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -18921702.000000 Penalty: 5993.560547
	Iteration 21Q: 3 clusters Score -1.89217e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -18921954.000000 Penalty: 5993.560547
	Iteration 22Q: 3 clusters Score -1.892195e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -18922238.000000 Penalty: 5993.560547
	Iteration 23Q: 3 clusters Score -1.892224e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -18922488.000000 Penalty: 5993.560547
	Iteration 24Q: 3 clusters Score -1.892249e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -18922818.000000 Penalty: 5993.560547
	Iteration 25Q: 3 clusters Score -1.892282e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112253 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -18923266.000000 Penalty: 5993.560547
	Iteration 26Q: 3 clusters Score -1.892327e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -18923466.000000 Penalty: 5993.560547
	Iteration 27Q: 3 clusters Score -1.892347e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115712 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -18923670.000000 Penalty: 5993.560547
	Iteration 28Q: 3 clusters Score -1.892367e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -18924062.000000 Penalty: 5993.560547
	Iteration 29Q: 3 clusters Score -1.892406e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119303 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -18924282.000000 Penalty: 5993.560547
	Iteration 30Q: 3 clusters Score -1.892428e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -18924602.000000 Penalty: 5993.560547
	Iteration 31Q: 3 clusters Score -1.89246e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -18925002.000000 Penalty: 5993.560547
	Iteration 32Q: 3 clusters Score -1.8925e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -18925392.000000 Penalty: 5993.560547
	Iteration 33Q: 3 clusters Score -1.892539e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126699 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -18925878.000000 Penalty: 5993.560547
	Iteration 34Q: 3 clusters Score -1.892588e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -18926198.000000 Penalty: 5993.560547
	Iteration 35Q: 3 clusters Score -1.89262e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -18926586.000000 Penalty: 5993.560547
	Iteration 36Q: 3 clusters Score -1.892659e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132755 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -18927078.000000 Penalty: 5993.560547
	Iteration 37Q: 3 clusters Score -1.892708e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -18927588.000000 Penalty: 5993.560547
	Iteration 38Q: 3 clusters Score -1.892759e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -18928180.000000 Penalty: 5993.560547
	Iteration 39Q: 3 clusters Score -1.892818e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139370 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -18928762.000000 Penalty: 5993.560547
	Iteration 40F: 3 clusters Score -1.892876e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -18929386.000000 Penalty: 5993.560547
	Iteration 41Q: 3 clusters Score -1.892939e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -18930074.000000 Penalty: 5993.560547
	Iteration 42Q: 3 clusters Score -1.893007e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -18930762.000000 Penalty: 5993.560547
	Iteration 43Q: 3 clusters Score -1.893076e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -18931466.000000 Penalty: 5993.560547
	Iteration 44Q: 3 clusters Score -1.893147e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -18932152.000000 Penalty: 5993.560547
	Iteration 45Q: 3 clusters Score -1.893215e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -18932822.000000 Penalty: 5993.560547
	Iteration 46Q: 3 clusters Score -1.893282e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -18933282.000000 Penalty: 5993.560547
	Iteration 47Q: 3 clusters Score -1.893328e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -18933978.000000 Penalty: 5993.560547
	Iteration 48Q: 3 clusters Score -1.893398e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -18934746.000000 Penalty: 5993.560547
	Iteration 49Q: 3 clusters Score -1.893475e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160498 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -18935282.000000 Penalty: 5993.560547
	Iteration 50Q: 3 clusters Score -1.893528e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -18935802.000000 Penalty: 5993.560547
	Iteration 51Q: 3 clusters Score -1.89358e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -18936252.000000 Penalty: 5993.560547
	Iteration 52Q: 3 clusters Score -1.893625e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -18936632.000000 Penalty: 5993.560547
	Iteration 53Q: 3 clusters Score -1.893663e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -18936974.000000 Penalty: 5993.560547
	Iteration 54Q: 3 clusters Score -1.893697e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167075 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -18937420.000000 Penalty: 5993.560547
	Iteration 55Q: 3 clusters Score -1.893742e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -18937710.000000 Penalty: 5993.560547
	Iteration 56Q: 3 clusters Score -1.893771e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -18937956.000000 Penalty: 5993.560547
	Iteration 57Q: 3 clusters Score -1.893796e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -18938216.000000 Penalty: 5993.560547
	Iteration 58Q: 3 clusters Score -1.893822e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -18938350.000000 Penalty: 5993.560547
	Iteration 59Q: 3 clusters Score -1.893835e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170749 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -18938556.000000 Penalty: 5993.560547
	Iteration 60F: 3 clusters Score -1.893856e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -18938638.000000 Penalty: 5993.560547
	Iteration 61Q: 3 clusters Score -1.893864e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171544 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -18938722.000000 Penalty: 5993.560547
	Iteration 62Q: 3 clusters Score -1.893872e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171823 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -18938782.000000 Penalty: 5993.560547
	Iteration 63Q: 3 clusters Score -1.893878e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172101 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -18938872.000000 Penalty: 5993.560547
	Iteration 64Q: 3 clusters Score -1.893887e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -18938872.000000 Penalty: 5993.560547
	Iteration 65Q: 3 clusters Score -1.893887e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -18938982.000000 Penalty: 5993.560547
	Iteration 66Q: 3 clusters Score -1.893898e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172797 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -18938968.000000 Penalty: 5993.560547
	Iteration 67Q: 3 clusters Score -1.893897e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172951 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -18939032.000000 Penalty: 5993.560547
	Iteration 68Q: 3 clusters Score -1.893903e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -18939082.000000 Penalty: 5993.560547
	Iteration 69Q: 3 clusters Score -1.893908e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -18939088.000000 Penalty: 5993.560547
	Iteration 70Q: 3 clusters Score -1.893909e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173278 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -18939144.000000 Penalty: 5993.560547
	Iteration 71Q: 3 clusters Score -1.893914e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -18939176.000000 Penalty: 5993.560547
	Iteration 72Q: 3 clusters Score -1.893918e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173457 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -18939196.000000 Penalty: 5993.560547
	Iteration 73Q: 3 clusters Score -1.89392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -18939206.000000 Penalty: 5993.560547
	Iteration 74Q: 3 clusters Score -1.893921e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -18939224.000000 Penalty: 5993.560547
	Iteration 75Q: 3 clusters Score -1.893922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173641 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -18939204.000000 Penalty: 5993.560547
	Iteration 76Q: 3 clusters Score -1.89392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -18939220.000000 Penalty: 5993.560547
	Iteration 77Q: 3 clusters Score -1.893922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173729 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -18939236.000000 Penalty: 5993.560547
	Iteration 78Q: 3 clusters Score -1.893924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173759 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -18939216.000000 Penalty: 5993.560547
	Iteration 79Q: 3 clusters Score -1.893922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173786 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -18939246.000000 Penalty: 5993.560547
	Iteration 80F: 3 clusters Score -1.893925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173814 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -18939260.000000 Penalty: 5993.560547
	Iteration 81Q: 3 clusters Score -1.893926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -18939232.000000 Penalty: 5993.560547
	Iteration 82Q: 3 clusters Score -1.893923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -18939228.000000 Penalty: 5993.560547
	Iteration 83Q: 3 clusters Score -1.893923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -18939226.000000 Penalty: 5993.560547
	Iteration 84Q: 3 clusters Score -1.893923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173922 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -18939204.000000 Penalty: 5993.560547
	Iteration 85Q: 3 clusters Score -1.89392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -18939204.000000 Penalty: 5993.560547
	Iteration 86Q: 3 clusters Score -1.89392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173983 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -18939202.000000 Penalty: 5993.560547
	Iteration 87Q: 3 clusters Score -1.89392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18939232.000000 Penalty: 5993.560547
	Iteration 88Q: 3 clusters Score -1.893923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -18939248.000000 Penalty: 5993.560547
	Iteration 89Q: 3 clusters Score -1.893925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -18939270.000000 Penalty: 5993.560547
	Iteration 90Q: 3 clusters Score -1.893927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -18939276.000000 Penalty: 5993.560547
	Iteration 91Q: 3 clusters Score -1.893928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174116 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -18939254.000000 Penalty: 5993.560547
	Iteration 92Q: 3 clusters Score -1.893925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174142 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -18939270.000000 Penalty: 5993.560547
	Iteration 93Q: 3 clusters Score -1.893927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -18939260.000000 Penalty: 5993.560547
	Iteration 94Q: 3 clusters Score -1.893926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174184 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -18939280.000000 Penalty: 5993.560547
	Iteration 95Q: 3 clusters Score -1.893928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -18939258.000000 Penalty: 5993.560547
	Iteration 96Q: 3 clusters Score -1.893926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -18939242.000000 Penalty: 5993.560547
	Iteration 97Q: 3 clusters Score -1.893924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174232 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -18939240.000000 Penalty: 5993.560547
	Iteration 98Q: 3 clusters Score -1.893924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174241 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -18939246.000000 Penalty: 5993.560547
	Iteration 99Q: 3 clusters Score -1.893925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174253 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -18939254.000000 Penalty: 5993.560547
	Iteration 100F: 3 clusters Score -1.893925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174260 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -18939250.000000 Penalty: 5993.560547
	Iteration 101Q: 3 clusters Score -1.893925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -18939256.000000 Penalty: 5993.560547
	Iteration 102Q: 3 clusters Score -1.893926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174273 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -18939256.000000 Penalty: 5993.560547
	Iteration 103Q: 3 clusters Score -1.893926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174277 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -18939270.000000 Penalty: 5993.560547
	Iteration 104Q: 3 clusters Score -1.893927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174278 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -18939260.000000 Penalty: 5993.560547
	Iteration 105Q: 3 clusters Score -1.893926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174279 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -18939270.000000 Penalty: 5993.560547
	Iteration 106Q: 3 clusters Score -1.893927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -18939268.000000 Penalty: 5993.560547
	Iteration 107Q: 3 clusters Score -1.893927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174282 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -18939274.000000 Penalty: 5993.560547
	Iteration 108Q: 3 clusters Score -1.893927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174283 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -18939278.000000 Penalty: 5993.560547
	Iteration 109Q: 3 clusters Score -1.893928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174285 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -18939284.000000 Penalty: 5993.560547
	Iteration 110Q: 3 clusters Score -1.893928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174287 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -18939278.000000 Penalty: 5993.560547
	Iteration 111Q: 3 clusters Score -1.893928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174287 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -18939278.000000 Penalty: 5993.560547
	Iteration 112F: 3 clusters Score -1.893928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -123377.140625 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -123377.1 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 619 members 
Entering Unmasked Estep 
Score: -121240.507812 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -121240.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121565.539062 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -121565.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121665.187500 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -121665.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121724.273438 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -121724.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121778.578125 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -121778.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121843.875000 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -121843.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121914.406250 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -121914.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -121969.812500 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -121969.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122038.078125 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -122038.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122114.242188 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -122114.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122158.664062 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -122158.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122196.132812 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -122196.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122213.359375 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -122213.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122222.507812 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -122222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122236.515625 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -122236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -122243.273438 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -122243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122246.179688 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -122246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122247.914062 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -122247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122250.976562 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -122251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122254.156250 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -122254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122254.859375 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -122254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330018 members 
Entering Unmasked Estep 
Score: -34996640.000000 Penalty: 3151.311768
	Iteration 0F: 2 clusters Score -3.499664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -34779784.000000 Penalty: 6302.623535
	Iteration 0F: 3 clusters Score -3.477978e+07 nChanged 159987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -34874560.000000 Penalty: 6302.623535
	Iteration 1F: 3 clusters Score -3.487456e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -34876368.000000 Penalty: 6302.623535
	Iteration 2Q: 3 clusters Score -3.487637e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -34878528.000000 Penalty: 6302.623535
	Iteration 3Q: 3 clusters Score -3.487853e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164889 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -34881236.000000 Penalty: 6302.623535
	Iteration 4Q: 3 clusters Score -3.488124e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -34885084.000000 Penalty: 6302.623535
	Iteration 5Q: 3 clusters Score -3.488508e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -34890124.000000 Penalty: 6302.623535
	Iteration 6Q: 3 clusters Score -3.489012e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162018 members 
Mstep: Class 2 contains 168000 members 
Entering Unmasked Estep 
Score: -34897996.000000 Penalty: 6302.623535
	Iteration 7Q: 3 clusters Score -3.4898e+07 nChanged 18046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -34909096.000000 Penalty: 6302.623535
	Iteration 8F: 3 clusters Score -3.49091e+07 nChanged 20276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 174522 members 
Entering Unmasked Estep 
Score: -34923260.000000 Penalty: 6302.623535
	Iteration 9F: 3 clusters Score -3.492326e+07 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 178508 members 
Entering Unmasked Estep 
Score: -34936340.000000 Penalty: 6302.623535
	Iteration 10F: 3 clusters Score -3.493634e+07 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -34944096.000000 Penalty: 6302.623535
	Iteration 11Q: 3 clusters Score -3.49441e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146026 members 
Mstep: Class 2 contains 183992 members 
Entering Unmasked Estep 
Score: -34946996.000000 Penalty: 6302.623535
	Iteration 12Q: 3 clusters Score -3.4947e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143916 members 
Mstep: Class 2 contains 186102 members 
Entering Unmasked Estep 
Score: -34948168.000000 Penalty: 6302.623535
	Iteration 13Q: 3 clusters Score -3.494817e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 188166 members 
Entering Unmasked Estep 
Score: -34948996.000000 Penalty: 6302.623535
	Iteration 14Q: 3 clusters Score -3.4949e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 190395 members 
Entering Unmasked Estep 
Score: -34949652.000000 Penalty: 6302.623535
	Iteration 15Q: 3 clusters Score -3.494965e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137086 members 
Mstep: Class 2 contains 192932 members 
Entering Unmasked Estep 
Score: -34950344.000000 Penalty: 6302.623535
	Iteration 16Q: 3 clusters Score -3.495034e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134389 members 
Mstep: Class 2 contains 195629 members 
Entering Unmasked Estep 
Score: -34951156.000000 Penalty: 6302.623535
	Iteration 17Q: 3 clusters Score -3.495116e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 198502 members 
Entering Unmasked Estep 
Score: -34951872.000000 Penalty: 6302.623535
	Iteration 18Q: 3 clusters Score -3.495187e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 201501 members 
Entering Unmasked Estep 
Score: -34952620.000000 Penalty: 6302.623535
	Iteration 19Q: 3 clusters Score -3.495262e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 204631 members 
Entering Unmasked Estep 
Score: -34953576.000000 Penalty: 6302.623535
	Iteration 20F: 3 clusters Score -3.495358e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122010 members 
Mstep: Class 2 contains 208008 members 
Entering Unmasked Estep 
Score: -34954676.000000 Penalty: 6302.623535
	Iteration 21Q: 3 clusters Score -3.495468e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118513 members 
Mstep: Class 2 contains 211505 members 
Entering Unmasked Estep 
Score: -34955844.000000 Penalty: 6302.623535
	Iteration 22Q: 3 clusters Score -3.495584e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114855 members 
Mstep: Class 2 contains 215163 members 
Entering Unmasked Estep 
Score: -34956900.000000 Penalty: 6302.623535
	Iteration 23Q: 3 clusters Score -3.49569e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 218940 members 
Entering Unmasked Estep 
Score: -34957780.000000 Penalty: 6302.623535
	Iteration 24Q: 3 clusters Score -3.495778e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 222831 members 
Entering Unmasked Estep 
Score: -34959048.000000 Penalty: 6302.623535
	Iteration 25Q: 3 clusters Score -3.495905e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 226844 members 
Entering Unmasked Estep 
Score: -34960136.000000 Penalty: 6302.623535
	Iteration 26Q: 3 clusters Score -3.496014e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 231078 members 
Entering Unmasked Estep 
Score: -34961384.000000 Penalty: 6302.623535
	Iteration 27Q: 3 clusters Score -3.496138e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 235333 members 
Entering Unmasked Estep 
Score: -34962716.000000 Penalty: 6302.623535
	Iteration 28Q: 3 clusters Score -3.496272e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 239639 members 
Entering Unmasked Estep 
Score: -34963836.000000 Penalty: 6302.623535
	Iteration 29Q: 3 clusters Score -3.496384e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 244076 members 
Entering Unmasked Estep 
Score: -34965128.000000 Penalty: 6302.623535
	Iteration 30Q: 3 clusters Score -3.496513e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 248619 members 
Entering Unmasked Estep 
Score: -34966680.000000 Penalty: 6302.623535
	Iteration 31Q: 3 clusters Score -3.496668e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 253290 members 
Entering Unmasked Estep 
Score: -34968256.000000 Penalty: 6302.623535
	Iteration 32Q: 3 clusters Score -3.496826e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 257996 members 
Entering Unmasked Estep 
Score: -34969996.000000 Penalty: 6302.623535
	Iteration 33Q: 3 clusters Score -3.497e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 262702 members 
Entering Unmasked Estep 
Score: -34971612.000000 Penalty: 6302.623535
	Iteration 34Q: 3 clusters Score -3.497161e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 267484 members 
Entering Unmasked Estep 
Score: -34973288.000000 Penalty: 6302.623535
	Iteration 35Q: 3 clusters Score -3.497329e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 272289 members 
Entering Unmasked Estep 
Score: -34974844.000000 Penalty: 6302.623535
	Iteration 36Q: 3 clusters Score -3.497484e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 276978 members 
Entering Unmasked Estep 
Score: -34976612.000000 Penalty: 6302.623535
	Iteration 37Q: 3 clusters Score -3.497661e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 281633 members 
Entering Unmasked Estep 
Score: -34978360.000000 Penalty: 6302.623535
	Iteration 38Q: 3 clusters Score -3.497836e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 286192 members 
Entering Unmasked Estep 
Score: -34979888.000000 Penalty: 6302.623535
	Iteration 39Q: 3 clusters Score -3.497989e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 290635 members 
Entering Unmasked Estep 
Score: -34981808.000000 Penalty: 6302.623535
	Iteration 40F: 3 clusters Score -3.498181e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 294945 members 
Entering Unmasked Estep 
Score: -34983876.000000 Penalty: 6302.623535
	Iteration 41Q: 3 clusters Score -3.498388e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 299187 members 
Entering Unmasked Estep 
Score: -34985528.000000 Penalty: 6302.623535
	Iteration 42Q: 3 clusters Score -3.498553e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 303236 members 
Entering Unmasked Estep 
Score: -34987296.000000 Penalty: 6302.623535
	Iteration 43Q: 3 clusters Score -3.49873e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 307008 members 
Entering Unmasked Estep 
Score: -34989240.000000 Penalty: 6302.623535
	Iteration 44Q: 3 clusters Score -3.498924e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 310408 members 
Entering Unmasked Estep 
Score: -34990792.000000 Penalty: 6302.623535
	Iteration 45Q: 3 clusters Score -3.499079e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 313378 members 
Entering Unmasked Estep 
Score: -34992072.000000 Penalty: 6302.623535
	Iteration 46Q: 3 clusters Score -3.499207e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 315842 members 
Entering Unmasked Estep 
Score: -34993200.000000 Penalty: 6302.623535
	Iteration 47Q: 3 clusters Score -3.49932e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 317843 members 
Entering Unmasked Estep 
Score: -34993856.000000 Penalty: 6302.623535
	Iteration 48Q: 3 clusters Score -3.499386e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 319492 members 
Entering Unmasked Estep 
Score: -34994524.000000 Penalty: 6302.623535
	Iteration 49Q: 3 clusters Score -3.499452e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 320768 members 
Entering Unmasked Estep 
Score: -34994976.000000 Penalty: 6302.623535
	Iteration 50Q: 3 clusters Score -3.499498e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 321789 members 
Entering Unmasked Estep 
Score: -34995192.000000 Penalty: 6302.623535
	Iteration 51Q: 3 clusters Score -3.499519e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 322617 members 
Entering Unmasked Estep 
Score: -34995456.000000 Penalty: 6302.623535
	Iteration 52Q: 3 clusters Score -3.499546e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 323290 members 
Entering Unmasked Estep 
Score: -34995620.000000 Penalty: 6302.623535
	Iteration 53Q: 3 clusters Score -3.499562e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 323851 members 
Entering Unmasked Estep 
Score: -34995648.000000 Penalty: 6302.623535
	Iteration 54Q: 3 clusters Score -3.499565e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 324297 members 
Entering Unmasked Estep 
Score: -34995680.000000 Penalty: 6302.623535
	Iteration 55Q: 3 clusters Score -3.499568e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 324645 members 
Entering Unmasked Estep 
Score: -34995744.000000 Penalty: 6302.623535
	Iteration 56Q: 3 clusters Score -3.499574e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 324937 members 
Entering Unmasked Estep 
Score: -34995800.000000 Penalty: 6302.623535
	Iteration 57Q: 3 clusters Score -3.49958e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 325166 members 
Entering Unmasked Estep 
Score: -34995764.000000 Penalty: 6302.623535
	Iteration 58Q: 3 clusters Score -3.499576e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 325353 members 
Entering Unmasked Estep 
Score: -34995812.000000 Penalty: 6302.623535
	Iteration 59Q: 3 clusters Score -3.499581e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 325510 members 
Entering Unmasked Estep 
Score: -34995840.000000 Penalty: 6302.623535
	Iteration 60F: 3 clusters Score -3.499584e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 325642 members 
Entering Unmasked Estep 
Score: -34995844.000000 Penalty: 6302.623535
	Iteration 61Q: 3 clusters Score -3.499584e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 325737 members 
Entering Unmasked Estep 
Score: -34995888.000000 Penalty: 6302.623535
	Iteration 62Q: 3 clusters Score -3.499589e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 325816 members 
Entering Unmasked Estep 
Score: -34995884.000000 Penalty: 6302.623535
	Iteration 63Q: 3 clusters Score -3.499588e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 325889 members 
Entering Unmasked Estep 
Score: -34995896.000000 Penalty: 6302.623535
	Iteration 64Q: 3 clusters Score -3.49959e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 325952 members 
Entering Unmasked Estep 
Score: -34995928.000000 Penalty: 6302.623535
	Iteration 65Q: 3 clusters Score -3.499593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 326014 members 
Entering Unmasked Estep 
Score: -34995908.000000 Penalty: 6302.623535
	Iteration 66Q: 3 clusters Score -3.499591e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 326078 members 
Entering Unmasked Estep 
Score: -34995896.000000 Penalty: 6302.623535
	Iteration 67Q: 3 clusters Score -3.49959e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 326137 members 
Entering Unmasked Estep 
Score: -34995868.000000 Penalty: 6302.623535
	Iteration 68Q: 3 clusters Score -3.499587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 326196 members 
Entering Unmasked Estep 
Score: -34995904.000000 Penalty: 6302.623535
	Iteration 69Q: 3 clusters Score -3.49959e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 326246 members 
Entering Unmasked Estep 
Score: -34995956.000000 Penalty: 6302.623535
	Iteration 70Q: 3 clusters Score -3.499596e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 326294 members 
Entering Unmasked Estep 
Score: -34995956.000000 Penalty: 6302.623535
	Iteration 71Q: 3 clusters Score -3.499596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 326326 members 
Entering Unmasked Estep 
Score: -34995956.000000 Penalty: 6302.623535
	Iteration 72Q: 3 clusters Score -3.499596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 326357 members 
Entering Unmasked Estep 
Score: -34995956.000000 Penalty: 6302.623535
	Iteration 73Q: 3 clusters Score -3.499596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 326382 members 
Entering Unmasked Estep 
Score: -34995924.000000 Penalty: 6302.623535
	Iteration 74Q: 3 clusters Score -3.499592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 326402 members 
Entering Unmasked Estep 
Score: -34995968.000000 Penalty: 6302.623535
	Iteration 75Q: 3 clusters Score -3.499597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 326426 members 
Entering Unmasked Estep 
Score: -34995996.000000 Penalty: 6302.623535
	Iteration 76Q: 3 clusters Score -3.4996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 326437 members 
Entering Unmasked Estep 
Score: -34996012.000000 Penalty: 6302.623535
	Iteration 77Q: 3 clusters Score -3.499601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 326444 members 
Entering Unmasked Estep 
Score: -34996048.000000 Penalty: 6302.623535
	Iteration 78Q: 3 clusters Score -3.499605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 326456 members 
Entering Unmasked Estep 
Score: -34996040.000000 Penalty: 6302.623535
	Iteration 79Q: 3 clusters Score -3.499604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 326465 members 
Entering Unmasked Estep 
Score: -34996060.000000 Penalty: 6302.623535
	Iteration 80F: 3 clusters Score -3.499606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 326471 members 
Entering Unmasked Estep 
Score: -34996048.000000 Penalty: 6302.623535
	Iteration 81Q: 3 clusters Score -3.499605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 326484 members 
Entering Unmasked Estep 
Score: -34996068.000000 Penalty: 6302.623535
	Iteration 82Q: 3 clusters Score -3.499607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 326499 members 
Entering Unmasked Estep 
Score: -34996060.000000 Penalty: 6302.623535
	Iteration 83Q: 3 clusters Score -3.499606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 326513 members 
Entering Unmasked Estep 
Score: -34996056.000000 Penalty: 6302.623535
	Iteration 84Q: 3 clusters Score -3.499606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 326525 members 
Entering Unmasked Estep 
Score: -34996016.000000 Penalty: 6302.623535
	Iteration 85Q: 3 clusters Score -3.499602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 326533 members 
Entering Unmasked Estep 
Score: -34996052.000000 Penalty: 6302.623535
	Iteration 86Q: 3 clusters Score -3.499605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 326545 members 
Entering Unmasked Estep 
Score: -34996048.000000 Penalty: 6302.623535
	Iteration 87Q: 3 clusters Score -3.499605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 326557 members 
Entering Unmasked Estep 
Score: -34996056.000000 Penalty: 6302.623535
	Iteration 88Q: 3 clusters Score -3.499606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 326567 members 
Entering Unmasked Estep 
Score: -34996068.000000 Penalty: 6302.623535
	Iteration 89Q: 3 clusters Score -3.499607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 326572 members 
Entering Unmasked Estep 
Score: -34996084.000000 Penalty: 6302.623535
	Iteration 90Q: 3 clusters Score -3.499608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 326574 members 
Entering Unmasked Estep 
Score: -34996080.000000 Penalty: 6302.623535
	Iteration 91Q: 3 clusters Score -3.499608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 326575 members 
Entering Unmasked Estep 
Score: -34996072.000000 Penalty: 6302.623535
	Iteration 92Q: 3 clusters Score -3.499607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 326575 members 
Entering Unmasked Estep 
Score: -34996072.000000 Penalty: 6302.623535
	Iteration 93Q: 3 clusters Score -3.499607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 326574 members 
Entering Unmasked Estep 
Score: -34996060.000000 Penalty: 6302.623535
	Iteration 94Q: 3 clusters Score -3.499606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 326575 members 
Entering Unmasked Estep 
Score: -34996060.000000 Penalty: 6302.623535
	Iteration 95Q: 3 clusters Score -3.499606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 326577 members 
Entering Unmasked Estep 
Score: -34996060.000000 Penalty: 6302.623535
	Iteration 96Q: 3 clusters Score -3.499606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 326578 members 
Entering Unmasked Estep 
Score: -34996056.000000 Penalty: 6302.623535
	Iteration 97Q: 3 clusters Score -3.499606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 326578 members 
Entering Unmasked Estep 
Score: -34996056.000000 Penalty: 6302.623535
	Iteration 98F: 3 clusters Score -3.499606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -860613.187500 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -860613.2 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 4118 members 
Entering Unmasked Estep 
Score: -854007.687500 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -854007.7 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -855756.500000 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -855756.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -856001.437500 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -856001.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -856170.812500 Penalty: 4477.460938
	Iteration 3Q: 3 clusters Score -856170.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -856297.125000 Penalty: 4477.460938
	Iteration 4Q: 3 clusters Score -856297.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -856412.562500 Penalty: 4477.460938
	Iteration 5Q: 3 clusters Score -856412.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -856510.250000 Penalty: 4477.460938
	Iteration 6Q: 3 clusters Score -856510.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -856603.125000 Penalty: 4477.460938
	Iteration 7Q: 3 clusters Score -856603.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -856684.625000 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -856684.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -856769.750000 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -856769.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -856865.312500 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -856865.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -856967.687500 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -856967.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -857089.437500 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -857089.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -857226.687500 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -857226.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -857357.875000 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -857357.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -857476.500000 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -857476.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -857608.000000 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -857608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -857742.812500 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -857742.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -857866.625000 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -857866.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -857974.937500 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -857974.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -858067.375000 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -858067.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -858143.812500 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -858143.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -858202.687500 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -858202.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -858248.750000 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -858248.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -858290.187500 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -858290.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -858329.187500 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -858329.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -858367.437500 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -858367.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -858397.937500 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -858397.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -858423.625000 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -858423.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -858449.000000 Penalty: 4477.460938
	Iteration 29Q: 3 clusters Score -858449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -858470.250000 Penalty: 4477.460938
	Iteration 30Q: 3 clusters Score -858470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -858482.500000 Penalty: 4477.460938
	Iteration 31Q: 3 clusters Score -858482.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -858492.875000 Penalty: 4477.460938
	Iteration 32Q: 3 clusters Score -858492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -858502.437500 Penalty: 4477.460938
	Iteration 33Q: 3 clusters Score -858502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -858506.500000 Penalty: 4477.460938
	Iteration 34Q: 3 clusters Score -858506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -858512.750000 Penalty: 4477.460938
	Iteration 35Q: 3 clusters Score -858512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -858518.187500 Penalty: 4477.460938
	Iteration 36Q: 3 clusters Score -858518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -858521.812500 Penalty: 4477.460938
	Iteration 37Q: 3 clusters Score -858521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -858526.312500 Penalty: 4477.460938
	Iteration 38Q: 3 clusters Score -858526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -858530.937500 Penalty: 4477.460938
	Iteration 39Q: 3 clusters Score -858530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -858536.812500 Penalty: 4477.460938
	Iteration 40F: 3 clusters Score -858536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -858537.750000 Penalty: 4477.460938
	Iteration 41Q: 3 clusters Score -858537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -858540.812500 Penalty: 4477.460938
	Iteration 42Q: 3 clusters Score -858540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -858543.187500 Penalty: 4477.460938
	Iteration 43Q: 3 clusters Score -858543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -858547.000000 Penalty: 4477.460938
	Iteration 44Q: 3 clusters Score -858547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -858547.000000 Penalty: 4477.460938
	Iteration 45Q: 3 clusters Score -858547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -858547.000000 Penalty: 4477.460938
	Iteration 46F: 3 clusters Score -858547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -110106.734375 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -110106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108078.656250 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -108078.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -108423.585938 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -108423.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108549.750000 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -108549.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -108602.046875 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -108602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108633.539062 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -108633.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -108650.382812 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -108650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108664.921875 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -108664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -108668.929688 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -108668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108673.250000 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -108673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -108679.523438 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -108679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -108682.718750 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -108682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -108684.195312 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -108684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108687.296875 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -108687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -108689.789062 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -108689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108693.437500 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -108693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108695.062500 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -108695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108695.062500 Penalty: 3492.540283
	Iteration 16F: 3 clusters Score -108695.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Entering Unmasked Estep 
Score: -1022471.375000 Penalty: 2277.605713
	Iteration 0F: 2 clusters Score -1022471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1014978.250000 Penalty: 4555.211426
	Iteration 0F: 3 clusters Score -1014978 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1017096.375000 Penalty: 4555.211426
	Iteration 1F: 3 clusters Score -1017096 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1017436.750000 Penalty: 4555.211426
	Iteration 2F: 3 clusters Score -1017437 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1017747.625000 Penalty: 4555.211426
	Iteration 3F: 3 clusters Score -1017748 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1018093.000000 Penalty: 4555.211426
	Iteration 4F: 3 clusters Score -1018093 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1018442.312500 Penalty: 4555.211426
	Iteration 5F: 3 clusters Score -1018442 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1018759.500000 Penalty: 4555.211426
	Iteration 6F: 3 clusters Score -1018760 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1019069.562500 Penalty: 4555.211426
	Iteration 7Q: 3 clusters Score -1019070 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1019386.000000 Penalty: 4555.211426
	Iteration 8Q: 3 clusters Score -1019386 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1019719.312500 Penalty: 4555.211426
	Iteration 9Q: 3 clusters Score -1019719 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1019967.562500 Penalty: 4555.211426
	Iteration 10Q: 3 clusters Score -1019968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1020175.437500 Penalty: 4555.211426
	Iteration 11Q: 3 clusters Score -1020175 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1020364.562500 Penalty: 4555.211426
	Iteration 12Q: 3 clusters Score -1020365 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1020491.875000 Penalty: 4555.211426
	Iteration 13Q: 3 clusters Score -1020492 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1020581.062500 Penalty: 4555.211426
	Iteration 14Q: 3 clusters Score -1020581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1020631.187500 Penalty: 4555.211426
	Iteration 15Q: 3 clusters Score -1020631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1020652.375000 Penalty: 4555.211426
	Iteration 16Q: 3 clusters Score -1020652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1020672.187500 Penalty: 4555.211426
	Iteration 17Q: 3 clusters Score -1020672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1020684.937500 Penalty: 4555.211426
	Iteration 18Q: 3 clusters Score -1020685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1020698.750000 Penalty: 4555.211426
	Iteration 19Q: 3 clusters Score -1020699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1020709.875000 Penalty: 4555.211426
	Iteration 20F: 3 clusters Score -1020710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1020714.062500 Penalty: 4555.211426
	Iteration 21Q: 3 clusters Score -1020714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1020718.625000 Penalty: 4555.211426
	Iteration 22Q: 3 clusters Score -1020719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1020723.312500 Penalty: 4555.211426
	Iteration 23Q: 3 clusters Score -1020723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1020727.125000 Penalty: 4555.211426
	Iteration 24Q: 3 clusters Score -1020727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1020728.625000 Penalty: 4555.211426
	Iteration 25Q: 3 clusters Score -1020729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1020728.375000 Penalty: 4555.211426
	Iteration 26Q: 3 clusters Score -1020728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1020728.375000 Penalty: 4555.211426
	Iteration 27F: 3 clusters Score -1020728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -53983.300781 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -53983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52325.562500 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -52325.56 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52587.621094 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -52587.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52749.074219 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -52749.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52835.718750 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -52835.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52909.312500 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -52909.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52965.757812 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -52965.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52998.667969 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -52998.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -53010.417969 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -53010.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -53022.867188 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -53022.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53064.074219 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -53064.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53165.527344 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -53165.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53284.820312 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -53284.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53531.246094 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -53531.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54147.824219 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -54147.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54286.347656 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -54286.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54393.292969 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -54393.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54432.121094 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -54432.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54451.730469 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -54451.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54469.472656 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -54469.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54471.859375 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -54471.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54473.382812 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -54473.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54478.429688 Penalty: 3207.207764
	Iteration 21Q: 3 clusters Score -54478.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54478.429688 Penalty: 3207.207764
	Iteration 22F: 3 clusters Score -54478.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176980 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330018 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274251 members 
Mstep: Class 14 contains 58228 members 
Mstep: Class 15 contains 44638 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103653 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 80491 members 
Mstep: Class 22 contains 337173 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 9486 members 
Mstep: Class 25 contains 422 members 
Entering Unmasked Estep 
Score: -158395392.000000 Penalty: 88271.046875
Splitting cluster 9 changes total score from -158396784.000000 to -158395392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -29169.291016 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -29169.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27902.294922 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -27902.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28262.912109 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -28262.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28638.156250 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -28638.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28882.449219 Penalty: 2937.102783
	Iteration 3F: 3 clusters Score -28882.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29058.259766 Penalty: 2937.102783
	Iteration 4F: 3 clusters Score -29058.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29154.652344 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -29154.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29232.423828 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -29232.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29249.572266 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -29249.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29249.572266 Penalty: 2937.102783
	Iteration 8F: 3 clusters Score -29249.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176980 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330018 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 114 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274251 members 
Mstep: Class 14 contains 58228 members 
Mstep: Class 15 contains 44638 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103653 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 80491 members 
Mstep: Class 22 contains 337173 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 9486 members 
Mstep: Class 25 contains 259 members 
Entering Unmasked Estep 
Score: -158394544.000000 Penalty: 88271.046875
Splitting cluster 10 changes total score from -158396784.000000 to -158394544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 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 221 members 
Entering Unmasked Estep 
Score: -42372.195312 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42372.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42577.414062 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42577.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42620.640625 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -42620.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42642.285156 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42642.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42644.679688 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42644.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42648.726562 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42648.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42651.164062 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42651.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42652.078125 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -42652.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42653.527344 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -42653.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42653.527344 Penalty: 3049.640381
	Iteration 9F: 3 clusters Score -42653.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -225359.156250 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -225359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -222631.000000 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -222631 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -223187.812500 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -223187.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -223462.781250 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -223462.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -223729.203125 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -223729.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -223906.718750 Penalty: 3815.514648
	Iteration 4F: 3 clusters Score -223906.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224010.531250 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -224010.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -224078.921875 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -224078.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -224127.046875 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -224127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -224178.031250 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -224178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -224227.531250 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -224227.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -224265.625000 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -224265.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -224286.703125 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -224286.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -224297.437500 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -224297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -224307.937500 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -224307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -224312.859375 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -224312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -224316.203125 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -224316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -224320.390625 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -224320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -224325.078125 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -224325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -224329.015625 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -224329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -224331.640625 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -224331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -224332.578125 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -224332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -224332.640625 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -224332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -224332.640625 Penalty: 3815.514648
	Iteration 22F: 3 clusters Score -224332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (274251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274251 members 
Entering Unmasked Estep 
Score: -29183524.000000 Penalty: 3105.406250
	Iteration 0F: 2 clusters Score -2.918352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137067 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -29006880.000000 Penalty: 6210.812500
	Iteration 0F: 3 clusters Score -2.900688e+07 nChanged 132655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135342 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -29086008.000000 Penalty: 6210.812500
	Iteration 1F: 3 clusters Score -2.908601e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134686 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -29087316.000000 Penalty: 6210.812500
	Iteration 2Q: 3 clusters Score -2.908732e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -29089176.000000 Penalty: 6210.812500
	Iteration 3Q: 3 clusters Score -2.908918e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132534 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -29092100.000000 Penalty: 6210.812500
	Iteration 4Q: 3 clusters Score -2.90921e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -29096142.000000 Penalty: 6210.812500
	Iteration 5Q: 3 clusters Score -2.909614e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 146728 members 
Entering Unmasked Estep 
Score: -29102736.000000 Penalty: 6210.812500
	Iteration 6Q: 3 clusters Score -2.910274e+07 nChanged 15359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 150457 members 
Entering Unmasked Estep 
Score: -29113152.000000 Penalty: 6210.812500
	Iteration 7F: 3 clusters Score -2.911315e+07 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 154715 members 
Entering Unmasked Estep 
Score: -29126436.000000 Penalty: 6210.812500
	Iteration 8F: 3 clusters Score -2.912644e+07 nChanged 17484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115734 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -29138498.000000 Penalty: 6210.812500
	Iteration 9F: 3 clusters Score -2.91385e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 161238 members 
Entering Unmasked Estep 
Score: -29145324.000000 Penalty: 6210.812500
	Iteration 10F: 3 clusters Score -2.914532e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -29148054.000000 Penalty: 6210.812500
	Iteration 11Q: 3 clusters Score -2.914805e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -29149566.000000 Penalty: 6210.812500
	Iteration 12Q: 3 clusters Score -2.914957e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -29150826.000000 Penalty: 6210.812500
	Iteration 13Q: 3 clusters Score -2.915083e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -29152270.000000 Penalty: 6210.812500
	Iteration 14Q: 3 clusters Score -2.915227e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -29154202.000000 Penalty: 6210.812500
	Iteration 15Q: 3 clusters Score -2.91542e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 174412 members 
Entering Unmasked Estep 
Score: -29156540.000000 Penalty: 6210.812500
	Iteration 16Q: 3 clusters Score -2.915654e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 176783 members 
Entering Unmasked Estep 
Score: -29158626.000000 Penalty: 6210.812500
	Iteration 17Q: 3 clusters Score -2.915863e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 178996 members 
Entering Unmasked Estep 
Score: -29161168.000000 Penalty: 6210.812500
	Iteration 18Q: 3 clusters Score -2.916117e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 181187 members 
Entering Unmasked Estep 
Score: -29163830.000000 Penalty: 6210.812500
	Iteration 19Q: 3 clusters Score -2.916383e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 183085 members 
Entering Unmasked Estep 
Score: -29166474.000000 Penalty: 6210.812500
	Iteration 20F: 3 clusters Score -2.916647e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -29168674.000000 Penalty: 6210.812500
	Iteration 21Q: 3 clusters Score -2.916867e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 185677 members 
Entering Unmasked Estep 
Score: -29170322.000000 Penalty: 6210.812500
	Iteration 22Q: 3 clusters Score -2.917032e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -29171446.000000 Penalty: 6210.812500
	Iteration 23Q: 3 clusters Score -2.917145e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 187447 members 
Entering Unmasked Estep 
Score: -29172114.000000 Penalty: 6210.812500
	Iteration 24Q: 3 clusters Score -2.917211e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 188076 members 
Entering Unmasked Estep 
Score: -29172648.000000 Penalty: 6210.812500
	Iteration 25Q: 3 clusters Score -2.917265e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 188650 members 
Entering Unmasked Estep 
Score: -29172954.000000 Penalty: 6210.812500
	Iteration 26Q: 3 clusters Score -2.917295e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 189144 members 
Entering Unmasked Estep 
Score: -29173252.000000 Penalty: 6210.812500
	Iteration 27Q: 3 clusters Score -2.917325e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 189565 members 
Entering Unmasked Estep 
Score: -29173308.000000 Penalty: 6210.812500
	Iteration 28Q: 3 clusters Score -2.917331e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 189938 members 
Entering Unmasked Estep 
Score: -29173412.000000 Penalty: 6210.812500
	Iteration 29Q: 3 clusters Score -2.917341e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -29173512.000000 Penalty: 6210.812500
	Iteration 30Q: 3 clusters Score -2.917351e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 190688 members 
Entering Unmasked Estep 
Score: -29173588.000000 Penalty: 6210.812500
	Iteration 31Q: 3 clusters Score -2.917359e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 191062 members 
Entering Unmasked Estep 
Score: -29173498.000000 Penalty: 6210.812500
	Iteration 32Q: 3 clusters Score -2.91735e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -29173496.000000 Penalty: 6210.812500
	Iteration 33Q: 3 clusters Score -2.91735e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 191857 members 
Entering Unmasked Estep 
Score: -29173586.000000 Penalty: 6210.812500
	Iteration 34Q: 3 clusters Score -2.917359e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 192257 members 
Entering Unmasked Estep 
Score: -29173646.000000 Penalty: 6210.812500
	Iteration 35Q: 3 clusters Score -2.917365e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 192681 members 
Entering Unmasked Estep 
Score: -29173648.000000 Penalty: 6210.812500
	Iteration 36Q: 3 clusters Score -2.917365e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 193109 members 
Entering Unmasked Estep 
Score: -29173776.000000 Penalty: 6210.812500
	Iteration 37Q: 3 clusters Score -2.917378e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 193496 members 
Entering Unmasked Estep 
Score: -29173778.000000 Penalty: 6210.812500
	Iteration 38Q: 3 clusters Score -2.917378e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 193861 members 
Entering Unmasked Estep 
Score: -29173784.000000 Penalty: 6210.812500
	Iteration 39Q: 3 clusters Score -2.917378e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -29173850.000000 Penalty: 6210.812500
	Iteration 40F: 3 clusters Score -2.917385e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -29173790.000000 Penalty: 6210.812500
	Iteration 41Q: 3 clusters Score -2.917379e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 194836 members 
Entering Unmasked Estep 
Score: -29173812.000000 Penalty: 6210.812500
	Iteration 42Q: 3 clusters Score -2.917381e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 195122 members 
Entering Unmasked Estep 
Score: -29173816.000000 Penalty: 6210.812500
	Iteration 43Q: 3 clusters Score -2.917382e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 195398 members 
Entering Unmasked Estep 
Score: -29173808.000000 Penalty: 6210.812500
	Iteration 44Q: 3 clusters Score -2.917381e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 195669 members 
Entering Unmasked Estep 
Score: -29173844.000000 Penalty: 6210.812500
	Iteration 45Q: 3 clusters Score -2.917384e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 195959 members 
Entering Unmasked Estep 
Score: -29173840.000000 Penalty: 6210.812500
	Iteration 46Q: 3 clusters Score -2.917384e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 196223 members 
Entering Unmasked Estep 
Score: -29173866.000000 Penalty: 6210.812500
	Iteration 47Q: 3 clusters Score -2.917387e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 196458 members 
Entering Unmasked Estep 
Score: -29173866.000000 Penalty: 6210.812500
	Iteration 48Q: 3 clusters Score -2.917387e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 196692 members 
Entering Unmasked Estep 
Score: -29173882.000000 Penalty: 6210.812500
	Iteration 49Q: 3 clusters Score -2.917388e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 196898 members 
Entering Unmasked Estep 
Score: -29173938.000000 Penalty: 6210.812500
	Iteration 50Q: 3 clusters Score -2.917394e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -29173982.000000 Penalty: 6210.812500
	Iteration 51Q: 3 clusters Score -2.917398e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 197320 members 
Entering Unmasked Estep 
Score: -29173960.000000 Penalty: 6210.812500
	Iteration 52Q: 3 clusters Score -2.917396e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 197534 members 
Entering Unmasked Estep 
Score: -29174014.000000 Penalty: 6210.812500
	Iteration 53Q: 3 clusters Score -2.917401e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 197732 members 
Entering Unmasked Estep 
Score: -29174014.000000 Penalty: 6210.812500
	Iteration 54Q: 3 clusters Score -2.917401e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 197932 members 
Entering Unmasked Estep 
Score: -29174014.000000 Penalty: 6210.812500
	Iteration 55Q: 3 clusters Score -2.917401e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 198121 members 
Entering Unmasked Estep 
Score: -29174038.000000 Penalty: 6210.812500
	Iteration 56Q: 3 clusters Score -2.917404e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 198324 members 
Entering Unmasked Estep 
Score: -29174026.000000 Penalty: 6210.812500
	Iteration 57Q: 3 clusters Score -2.917403e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 198527 members 
Entering Unmasked Estep 
Score: -29174056.000000 Penalty: 6210.812500
	Iteration 58Q: 3 clusters Score -2.917406e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 198718 members 
Entering Unmasked Estep 
Score: -29174050.000000 Penalty: 6210.812500
	Iteration 59Q: 3 clusters Score -2.917405e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 198896 members 
Entering Unmasked Estep 
Score: -29174020.000000 Penalty: 6210.812500
	Iteration 60F: 3 clusters Score -2.917402e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 199061 members 
Entering Unmasked Estep 
Score: -29174044.000000 Penalty: 6210.812500
	Iteration 61Q: 3 clusters Score -2.917404e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 199222 members 
Entering Unmasked Estep 
Score: -29174040.000000 Penalty: 6210.812500
	Iteration 62Q: 3 clusters Score -2.917404e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 199363 members 
Entering Unmasked Estep 
Score: -29174074.000000 Penalty: 6210.812500
	Iteration 63Q: 3 clusters Score -2.917407e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 199507 members 
Entering Unmasked Estep 
Score: -29174072.000000 Penalty: 6210.812500
	Iteration 64Q: 3 clusters Score -2.917407e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 199644 members 
Entering Unmasked Estep 
Score: -29174056.000000 Penalty: 6210.812500
	Iteration 65Q: 3 clusters Score -2.917406e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 199780 members 
Entering Unmasked Estep 
Score: -29174008.000000 Penalty: 6210.812500
	Iteration 66Q: 3 clusters Score -2.917401e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 199920 members 
Entering Unmasked Estep 
Score: -29174056.000000 Penalty: 6210.812500
	Iteration 67Q: 3 clusters Score -2.917406e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 200058 members 
Entering Unmasked Estep 
Score: -29174080.000000 Penalty: 6210.812500
	Iteration 68Q: 3 clusters Score -2.917408e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 200197 members 
Entering Unmasked Estep 
Score: -29174024.000000 Penalty: 6210.812500
	Iteration 69Q: 3 clusters Score -2.917402e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 200330 members 
Entering Unmasked Estep 
Score: -29174020.000000 Penalty: 6210.812500
	Iteration 70Q: 3 clusters Score -2.917402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 200449 members 
Entering Unmasked Estep 
Score: -29173990.000000 Penalty: 6210.812500
	Iteration 71Q: 3 clusters Score -2.917399e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 200551 members 
Entering Unmasked Estep 
Score: -29173980.000000 Penalty: 6210.812500
	Iteration 72Q: 3 clusters Score -2.917398e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 200651 members 
Entering Unmasked Estep 
Score: -29174006.000000 Penalty: 6210.812500
	Iteration 73Q: 3 clusters Score -2.917401e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -29173988.000000 Penalty: 6210.812500
	Iteration 74Q: 3 clusters Score -2.917399e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -29174000.000000 Penalty: 6210.812500
	Iteration 75Q: 3 clusters Score -2.9174e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 200918 members 
Entering Unmasked Estep 
Score: -29173952.000000 Penalty: 6210.812500
	Iteration 76Q: 3 clusters Score -2.917395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 200998 members 
Entering Unmasked Estep 
Score: -29173940.000000 Penalty: 6210.812500
	Iteration 77Q: 3 clusters Score -2.917394e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 201063 members 
Entering Unmasked Estep 
Score: -29173976.000000 Penalty: 6210.812500
	Iteration 78Q: 3 clusters Score -2.917398e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 201126 members 
Entering Unmasked Estep 
Score: -29173952.000000 Penalty: 6210.812500
	Iteration 79Q: 3 clusters Score -2.917395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 201189 members 
Entering Unmasked Estep 
Score: -29173984.000000 Penalty: 6210.812500
	Iteration 80F: 3 clusters Score -2.917398e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 201255 members 
Entering Unmasked Estep 
Score: -29173962.000000 Penalty: 6210.812500
	Iteration 81Q: 3 clusters Score -2.917396e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 201348 members 
Entering Unmasked Estep 
Score: -29173980.000000 Penalty: 6210.812500
	Iteration 82Q: 3 clusters Score -2.917398e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 201430 members 
Entering Unmasked Estep 
Score: -29173938.000000 Penalty: 6210.812500
	Iteration 83Q: 3 clusters Score -2.917394e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 201497 members 
Entering Unmasked Estep 
Score: -29173980.000000 Penalty: 6210.812500
	Iteration 84Q: 3 clusters Score -2.917398e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 201579 members 
Entering Unmasked Estep 
Score: -29173926.000000 Penalty: 6210.812500
	Iteration 85Q: 3 clusters Score -2.917393e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 201656 members 
Entering Unmasked Estep 
Score: -29173966.000000 Penalty: 6210.812500
	Iteration 86Q: 3 clusters Score -2.917397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 201721 members 
Entering Unmasked Estep 
Score: -29173934.000000 Penalty: 6210.812500
	Iteration 87Q: 3 clusters Score -2.917393e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 201771 members 
Entering Unmasked Estep 
Score: -29173900.000000 Penalty: 6210.812500
	Iteration 88Q: 3 clusters Score -2.91739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 201825 members 
Entering Unmasked Estep 
Score: -29173884.000000 Penalty: 6210.812500
	Iteration 89Q: 3 clusters Score -2.917388e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 201871 members 
Entering Unmasked Estep 
Score: -29173910.000000 Penalty: 6210.812500
	Iteration 90Q: 3 clusters Score -2.917391e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 201914 members 
Entering Unmasked Estep 
Score: -29173878.000000 Penalty: 6210.812500
	Iteration 91Q: 3 clusters Score -2.917388e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 201960 members 
Entering Unmasked Estep 
Score: -29173878.000000 Penalty: 6210.812500
	Iteration 92Q: 3 clusters Score -2.917388e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 202007 members 
Entering Unmasked Estep 
Score: -29173868.000000 Penalty: 6210.812500
	Iteration 93Q: 3 clusters Score -2.917387e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 202072 members 
Entering Unmasked Estep 
Score: -29173884.000000 Penalty: 6210.812500
	Iteration 94Q: 3 clusters Score -2.917388e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 202137 members 
Entering Unmasked Estep 
Score: -29173884.000000 Penalty: 6210.812500
	Iteration 95Q: 3 clusters Score -2.917388e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 202186 members 
Entering Unmasked Estep 
Score: -29173910.000000 Penalty: 6210.812500
	Iteration 96Q: 3 clusters Score -2.917391e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 202239 members 
Entering Unmasked Estep 
Score: -29173886.000000 Penalty: 6210.812500
	Iteration 97Q: 3 clusters Score -2.917389e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 202300 members 
Entering Unmasked Estep 
Score: -29173870.000000 Penalty: 6210.812500
	Iteration 98Q: 3 clusters Score -2.917387e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 202366 members 
Entering Unmasked Estep 
Score: -29173846.000000 Penalty: 6210.812500
	Iteration 99Q: 3 clusters Score -2.917385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 202431 members 
Entering Unmasked Estep 
Score: -29173862.000000 Penalty: 6210.812500
	Iteration 100F: 3 clusters Score -2.917386e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 202506 members 
Entering Unmasked Estep 
Score: -29173860.000000 Penalty: 6210.812500
	Iteration 101Q: 3 clusters Score -2.917386e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 202563 members 
Entering Unmasked Estep 
Score: -29173874.000000 Penalty: 6210.812500
	Iteration 102Q: 3 clusters Score -2.917387e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 202628 members 
Entering Unmasked Estep 
Score: -29173834.000000 Penalty: 6210.812500
	Iteration 103Q: 3 clusters Score -2.917383e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 202689 members 
Entering Unmasked Estep 
Score: -29173818.000000 Penalty: 6210.812500
	Iteration 104Q: 3 clusters Score -2.917382e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 202744 members 
Entering Unmasked Estep 
Score: -29173820.000000 Penalty: 6210.812500
	Iteration 105Q: 3 clusters Score -2.917382e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 202801 members 
Entering Unmasked Estep 
Score: -29173830.000000 Penalty: 6210.812500
	Iteration 106Q: 3 clusters Score -2.917383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 202865 members 
Entering Unmasked Estep 
Score: -29173844.000000 Penalty: 6210.812500
	Iteration 107Q: 3 clusters Score -2.917384e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 202931 members 
Entering Unmasked Estep 
Score: -29173862.000000 Penalty: 6210.812500
	Iteration 108Q: 3 clusters Score -2.917386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 202980 members 
Entering Unmasked Estep 
Score: -29173860.000000 Penalty: 6210.812500
	Iteration 109Q: 3 clusters Score -2.917386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 203027 members 
Entering Unmasked Estep 
Score: -29173868.000000 Penalty: 6210.812500
	Iteration 110Q: 3 clusters Score -2.917387e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 203083 members 
Entering Unmasked Estep 
Score: -29173854.000000 Penalty: 6210.812500
	Iteration 111Q: 3 clusters Score -2.917385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 203124 members 
Entering Unmasked Estep 
Score: -29173834.000000 Penalty: 6210.812500
	Iteration 112Q: 3 clusters Score -2.917383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 203153 members 
Entering Unmasked Estep 
Score: -29173830.000000 Penalty: 6210.812500
	Iteration 113Q: 3 clusters Score -2.917383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 203180 members 
Entering Unmasked Estep 
Score: -29173820.000000 Penalty: 6210.812500
	Iteration 114Q: 3 clusters Score -2.917382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 203214 members 
Entering Unmasked Estep 
Score: -29173842.000000 Penalty: 6210.812500
	Iteration 115Q: 3 clusters Score -2.917384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 203257 members 
Entering Unmasked Estep 
Score: -29173796.000000 Penalty: 6210.812500
	Iteration 116Q: 3 clusters Score -2.91738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 203298 members 
Entering Unmasked Estep 
Score: -29173760.000000 Penalty: 6210.812500
	Iteration 117Q: 3 clusters Score -2.917376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 203345 members 
Entering Unmasked Estep 
Score: -29173764.000000 Penalty: 6210.812500
	Iteration 118Q: 3 clusters Score -2.917376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 203384 members 
Entering Unmasked Estep 
Score: -29173766.000000 Penalty: 6210.812500
	Iteration 119Q: 3 clusters Score -2.917377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -29173732.000000 Penalty: 6210.812500
	Iteration 120F: 3 clusters Score -2.917373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 203452 members 
Entering Unmasked Estep 
Score: -29173706.000000 Penalty: 6210.812500
	Iteration 121Q: 3 clusters Score -2.917371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 203487 members 
Entering Unmasked Estep 
Score: -29173700.000000 Penalty: 6210.812500
	Iteration 122Q: 3 clusters Score -2.91737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 203522 members 
Entering Unmasked Estep 
Score: -29173684.000000 Penalty: 6210.812500
	Iteration 123Q: 3 clusters Score -2.917368e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 203560 members 
Entering Unmasked Estep 
Score: -29173666.000000 Penalty: 6210.812500
	Iteration 124Q: 3 clusters Score -2.917367e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 203606 members 
Entering Unmasked Estep 
Score: -29173668.000000 Penalty: 6210.812500
	Iteration 125Q: 3 clusters Score -2.917367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 203647 members 
Entering Unmasked Estep 
Score: -29173692.000000 Penalty: 6210.812500
	Iteration 126Q: 3 clusters Score -2.917369e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 203701 members 
Entering Unmasked Estep 
Score: -29173632.000000 Penalty: 6210.812500
	Iteration 127Q: 3 clusters Score -2.917363e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 203754 members 
Entering Unmasked Estep 
Score: -29173618.000000 Penalty: 6210.812500
	Iteration 128Q: 3 clusters Score -2.917362e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 203819 members 
Entering Unmasked Estep 
Score: -29173594.000000 Penalty: 6210.812500
	Iteration 129Q: 3 clusters Score -2.917359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 203894 members 
Entering Unmasked Estep 
Score: -29173564.000000 Penalty: 6210.812500
	Iteration 130Q: 3 clusters Score -2.917356e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 203963 members 
Entering Unmasked Estep 
Score: -29173578.000000 Penalty: 6210.812500
	Iteration 131Q: 3 clusters Score -2.917358e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 204030 members 
Entering Unmasked Estep 
Score: -29173624.000000 Penalty: 6210.812500
	Iteration 132Q: 3 clusters Score -2.917362e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 204097 members 
Entering Unmasked Estep 
Score: -29173634.000000 Penalty: 6210.812500
	Iteration 133Q: 3 clusters Score -2.917363e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 204157 members 
Entering Unmasked Estep 
Score: -29173642.000000 Penalty: 6210.812500
	Iteration 134Q: 3 clusters Score -2.917364e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 204220 members 
Entering Unmasked Estep 
Score: -29173620.000000 Penalty: 6210.812500
	Iteration 135Q: 3 clusters Score -2.917362e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 204283 members 
Entering Unmasked Estep 
Score: -29173620.000000 Penalty: 6210.812500
	Iteration 136Q: 3 clusters Score -2.917362e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 204331 members 
Entering Unmasked Estep 
Score: -29173642.000000 Penalty: 6210.812500
	Iteration 137Q: 3 clusters Score -2.917364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 204379 members 
Entering Unmasked Estep 
Score: -29173630.000000 Penalty: 6210.812500
	Iteration 138Q: 3 clusters Score -2.917363e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 204429 members 
Entering Unmasked Estep 
Score: -29173676.000000 Penalty: 6210.812500
	Iteration 139Q: 3 clusters Score -2.917368e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 204479 members 
Entering Unmasked Estep 
Score: -29173642.000000 Penalty: 6210.812500
	Iteration 140F: 3 clusters Score -2.917364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 204514 members 
Entering Unmasked Estep 
Score: -29173670.000000 Penalty: 6210.812500
	Iteration 141Q: 3 clusters Score -2.917367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 204553 members 
Entering Unmasked Estep 
Score: -29173664.000000 Penalty: 6210.812500
	Iteration 142Q: 3 clusters Score -2.917366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 204585 members 
Entering Unmasked Estep 
Score: -29173678.000000 Penalty: 6210.812500
	Iteration 143Q: 3 clusters Score -2.917368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 204605 members 
Entering Unmasked Estep 
Score: -29173694.000000 Penalty: 6210.812500
	Iteration 144Q: 3 clusters Score -2.917369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 204621 members 
Entering Unmasked Estep 
Score: -29173688.000000 Penalty: 6210.812500
	Iteration 145Q: 3 clusters Score -2.917369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 204641 members 
Entering Unmasked Estep 
Score: -29173684.000000 Penalty: 6210.812500
	Iteration 146Q: 3 clusters Score -2.917368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 204662 members 
Entering Unmasked Estep 
Score: -29173682.000000 Penalty: 6210.812500
	Iteration 147Q: 3 clusters Score -2.917368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 204676 members 
Entering Unmasked Estep 
Score: -29173684.000000 Penalty: 6210.812500
	Iteration 148Q: 3 clusters Score -2.917368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 204684 members 
Entering Unmasked Estep 
Score: -29173668.000000 Penalty: 6210.812500
	Iteration 149Q: 3 clusters Score -2.917367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 204694 members 
Entering Unmasked Estep 
Score: -29173668.000000 Penalty: 6210.812500
	Iteration 150Q: 3 clusters Score -2.917367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 204699 members 
Entering Unmasked Estep 
Score: -29173652.000000 Penalty: 6210.812500
	Iteration 151Q: 3 clusters Score -2.917365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 204703 members 
Entering Unmasked Estep 
Score: -29173664.000000 Penalty: 6210.812500
	Iteration 152Q: 3 clusters Score -2.917366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 204710 members 
Entering Unmasked Estep 
Score: -29173654.000000 Penalty: 6210.812500
	Iteration 153Q: 3 clusters Score -2.917365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 204719 members 
Entering Unmasked Estep 
Score: -29173670.000000 Penalty: 6210.812500
	Iteration 154Q: 3 clusters Score -2.917367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 204732 members 
Entering Unmasked Estep 
Score: -29173654.000000 Penalty: 6210.812500
	Iteration 155Q: 3 clusters Score -2.917365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -29173634.000000 Penalty: 6210.812500
	Iteration 156Q: 3 clusters Score -2.917363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 204755 members 
Entering Unmasked Estep 
Score: -29173654.000000 Penalty: 6210.812500
	Iteration 157Q: 3 clusters Score -2.917365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 204769 members 
Entering Unmasked Estep 
Score: -29173662.000000 Penalty: 6210.812500
	Iteration 158Q: 3 clusters Score -2.917366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -29173644.000000 Penalty: 6210.812500
	Iteration 159Q: 3 clusters Score -2.917364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 204801 members 
Entering Unmasked Estep 
Score: -29173656.000000 Penalty: 6210.812500
	Iteration 160F: 3 clusters Score -2.917366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 204822 members 
Entering Unmasked Estep 
Score: -29173620.000000 Penalty: 6210.812500
	Iteration 161Q: 3 clusters Score -2.917362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 204842 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 162Q: 3 clusters Score -2.917361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -29173598.000000 Penalty: 6210.812500
	Iteration 163Q: 3 clusters Score -2.91736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 204884 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 164Q: 3 clusters Score -2.917361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 204911 members 
Entering Unmasked Estep 
Score: -29173626.000000 Penalty: 6210.812500
	Iteration 165Q: 3 clusters Score -2.917363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 204937 members 
Entering Unmasked Estep 
Score: -29173642.000000 Penalty: 6210.812500
	Iteration 166Q: 3 clusters Score -2.917364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 204963 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 167Q: 3 clusters Score -2.917361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 204983 members 
Entering Unmasked Estep 
Score: -29173622.000000 Penalty: 6210.812500
	Iteration 168Q: 3 clusters Score -2.917362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 205004 members 
Entering Unmasked Estep 
Score: -29173624.000000 Penalty: 6210.812500
	Iteration 169Q: 3 clusters Score -2.917362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 205022 members 
Entering Unmasked Estep 
Score: -29173642.000000 Penalty: 6210.812500
	Iteration 170Q: 3 clusters Score -2.917364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 205031 members 
Entering Unmasked Estep 
Score: -29173660.000000 Penalty: 6210.812500
	Iteration 171Q: 3 clusters Score -2.917366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 205046 members 
Entering Unmasked Estep 
Score: -29173652.000000 Penalty: 6210.812500
	Iteration 172Q: 3 clusters Score -2.917365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 205070 members 
Entering Unmasked Estep 
Score: -29173652.000000 Penalty: 6210.812500
	Iteration 173Q: 3 clusters Score -2.917365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 205082 members 
Entering Unmasked Estep 
Score: -29173630.000000 Penalty: 6210.812500
	Iteration 174Q: 3 clusters Score -2.917363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 205097 members 
Entering Unmasked Estep 
Score: -29173644.000000 Penalty: 6210.812500
	Iteration 175Q: 3 clusters Score -2.917364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 205120 members 
Entering Unmasked Estep 
Score: -29173654.000000 Penalty: 6210.812500
	Iteration 176Q: 3 clusters Score -2.917365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 205139 members 
Entering Unmasked Estep 
Score: -29173676.000000 Penalty: 6210.812500
	Iteration 177Q: 3 clusters Score -2.917368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 205164 members 
Entering Unmasked Estep 
Score: -29173656.000000 Penalty: 6210.812500
	Iteration 178Q: 3 clusters Score -2.917366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 205182 members 
Entering Unmasked Estep 
Score: -29173658.000000 Penalty: 6210.812500
	Iteration 179Q: 3 clusters Score -2.917366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 205196 members 
Entering Unmasked Estep 
Score: -29173648.000000 Penalty: 6210.812500
	Iteration 180F: 3 clusters Score -2.917365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 205212 members 
Entering Unmasked Estep 
Score: -29173628.000000 Penalty: 6210.812500
	Iteration 181Q: 3 clusters Score -2.917363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -29173612.000000 Penalty: 6210.812500
	Iteration 182Q: 3 clusters Score -2.917361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 205236 members 
Entering Unmasked Estep 
Score: -29173632.000000 Penalty: 6210.812500
	Iteration 183Q: 3 clusters Score -2.917363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 205241 members 
Entering Unmasked Estep 
Score: -29173630.000000 Penalty: 6210.812500
	Iteration 184Q: 3 clusters Score -2.917363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 205247 members 
Entering Unmasked Estep 
Score: -29173606.000000 Penalty: 6210.812500
	Iteration 185Q: 3 clusters Score -2.917361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 205252 members 
Entering Unmasked Estep 
Score: -29173594.000000 Penalty: 6210.812500
	Iteration 186Q: 3 clusters Score -2.917359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 205260 members 
Entering Unmasked Estep 
Score: -29173598.000000 Penalty: 6210.812500
	Iteration 187Q: 3 clusters Score -2.91736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 205267 members 
Entering Unmasked Estep 
Score: -29173600.000000 Penalty: 6210.812500
	Iteration 188Q: 3 clusters Score -2.91736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 205270 members 
Entering Unmasked Estep 
Score: -29173598.000000 Penalty: 6210.812500
	Iteration 189Q: 3 clusters Score -2.91736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 205276 members 
Entering Unmasked Estep 
Score: -29173600.000000 Penalty: 6210.812500
	Iteration 190Q: 3 clusters Score -2.91736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 205286 members 
Entering Unmasked Estep 
Score: -29173590.000000 Penalty: 6210.812500
	Iteration 191Q: 3 clusters Score -2.917359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 205288 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 192Q: 3 clusters Score -2.91736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 205293 members 
Entering Unmasked Estep 
Score: -29173590.000000 Penalty: 6210.812500
	Iteration 193Q: 3 clusters Score -2.917359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 205301 members 
Entering Unmasked Estep 
Score: -29173600.000000 Penalty: 6210.812500
	Iteration 194Q: 3 clusters Score -2.91736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 205310 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 195Q: 3 clusters Score -2.917361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 205321 members 
Entering Unmasked Estep 
Score: -29173592.000000 Penalty: 6210.812500
	Iteration 196Q: 3 clusters Score -2.917359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 205334 members 
Entering Unmasked Estep 
Score: -29173622.000000 Penalty: 6210.812500
	Iteration 197Q: 3 clusters Score -2.917362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 205344 members 
Entering Unmasked Estep 
Score: -29173640.000000 Penalty: 6210.812500
	Iteration 198Q: 3 clusters Score -2.917364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 205352 members 
Entering Unmasked Estep 
Score: -29173626.000000 Penalty: 6210.812500
	Iteration 199Q: 3 clusters Score -2.917363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 205358 members 
Entering Unmasked Estep 
Score: -29173626.000000 Penalty: 6210.812500
	Iteration 200F: 3 clusters Score -2.917363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 205367 members 
Entering Unmasked Estep 
Score: -29173616.000000 Penalty: 6210.812500
	Iteration 201Q: 3 clusters Score -2.917362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 205371 members 
Entering Unmasked Estep 
Score: -29173616.000000 Penalty: 6210.812500
	Iteration 202Q: 3 clusters Score -2.917362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 205381 members 
Entering Unmasked Estep 
Score: -29173606.000000 Penalty: 6210.812500
	Iteration 203Q: 3 clusters Score -2.917361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 205386 members 
Entering Unmasked Estep 
Score: -29173596.000000 Penalty: 6210.812500
	Iteration 204Q: 3 clusters Score -2.91736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 205388 members 
Entering Unmasked Estep 
Score: -29173624.000000 Penalty: 6210.812500
	Iteration 205Q: 3 clusters Score -2.917362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 205389 members 
Entering Unmasked Estep 
Score: -29173622.000000 Penalty: 6210.812500
	Iteration 206Q: 3 clusters Score -2.917362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 205390 members 
Entering Unmasked Estep 
Score: -29173622.000000 Penalty: 6210.812500
	Iteration 207Q: 3 clusters Score -2.917362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 205392 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 208Q: 3 clusters Score -2.91736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 205393 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 209Q: 3 clusters Score -2.917361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 205394 members 
Entering Unmasked Estep 
Score: -29173620.000000 Penalty: 6210.812500
	Iteration 210Q: 3 clusters Score -2.917362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 205397 members 
Entering Unmasked Estep 
Score: -29173630.000000 Penalty: 6210.812500
	Iteration 211Q: 3 clusters Score -2.917363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 205401 members 
Entering Unmasked Estep 
Score: -29173638.000000 Penalty: 6210.812500
	Iteration 212Q: 3 clusters Score -2.917364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 205407 members 
Entering Unmasked Estep 
Score: -29173624.000000 Penalty: 6210.812500
	Iteration 213Q: 3 clusters Score -2.917362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 205409 members 
Entering Unmasked Estep 
Score: -29173634.000000 Penalty: 6210.812500
	Iteration 214Q: 3 clusters Score -2.917363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 205412 members 
Entering Unmasked Estep 
Score: -29173616.000000 Penalty: 6210.812500
	Iteration 215Q: 3 clusters Score -2.917362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 205416 members 
Entering Unmasked Estep 
Score: -29173606.000000 Penalty: 6210.812500
	Iteration 216Q: 3 clusters Score -2.917361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 205420 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 217Q: 3 clusters Score -2.91736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 205427 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 218Q: 3 clusters Score -2.917361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 205434 members 
Entering Unmasked Estep 
Score: -29173582.000000 Penalty: 6210.812500
	Iteration 219Q: 3 clusters Score -2.917358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 205442 members 
Entering Unmasked Estep 
Score: -29173598.000000 Penalty: 6210.812500
	Iteration 220F: 3 clusters Score -2.91736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 205451 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 221Q: 3 clusters Score -2.91736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 205462 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 222Q: 3 clusters Score -2.91736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 205476 members 
Entering Unmasked Estep 
Score: -29173600.000000 Penalty: 6210.812500
	Iteration 223Q: 3 clusters Score -2.91736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -29173598.000000 Penalty: 6210.812500
	Iteration 224Q: 3 clusters Score -2.91736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 205497 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 225Q: 3 clusters Score -2.917361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -29173614.000000 Penalty: 6210.812500
	Iteration 226Q: 3 clusters Score -2.917361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 205514 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 227Q: 3 clusters Score -2.917361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 205524 members 
Entering Unmasked Estep 
Score: -29173598.000000 Penalty: 6210.812500
	Iteration 228Q: 3 clusters Score -2.91736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 205534 members 
Entering Unmasked Estep 
Score: -29173586.000000 Penalty: 6210.812500
	Iteration 229Q: 3 clusters Score -2.917359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 205541 members 
Entering Unmasked Estep 
Score: -29173612.000000 Penalty: 6210.812500
	Iteration 230Q: 3 clusters Score -2.917361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 205550 members 
Entering Unmasked Estep 
Score: -29173624.000000 Penalty: 6210.812500
	Iteration 231Q: 3 clusters Score -2.917362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 205560 members 
Entering Unmasked Estep 
Score: -29173612.000000 Penalty: 6210.812500
	Iteration 232Q: 3 clusters Score -2.917361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 205570 members 
Entering Unmasked Estep 
Score: -29173606.000000 Penalty: 6210.812500
	Iteration 233Q: 3 clusters Score -2.917361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 205582 members 
Entering Unmasked Estep 
Score: -29173612.000000 Penalty: 6210.812500
	Iteration 234Q: 3 clusters Score -2.917361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 205610 members 
Entering Unmasked Estep 
Score: -29173612.000000 Penalty: 6210.812500
	Iteration 235Q: 3 clusters Score -2.917361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 205636 members 
Entering Unmasked Estep 
Score: -29173622.000000 Penalty: 6210.812500
	Iteration 236Q: 3 clusters Score -2.917362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 205659 members 
Entering Unmasked Estep 
Score: -29173606.000000 Penalty: 6210.812500
	Iteration 237Q: 3 clusters Score -2.917361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 205676 members 
Entering Unmasked Estep 
Score: -29173596.000000 Penalty: 6210.812500
	Iteration 238Q: 3 clusters Score -2.91736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 205694 members 
Entering Unmasked Estep 
Score: -29173584.000000 Penalty: 6210.812500
	Iteration 239Q: 3 clusters Score -2.917358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 205709 members 
Entering Unmasked Estep 
Score: -29173602.000000 Penalty: 6210.812500
	Iteration 240F: 3 clusters Score -2.91736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 205717 members 
Entering Unmasked Estep 
Score: -29173600.000000 Penalty: 6210.812500
	Iteration 241Q: 3 clusters Score -2.91736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 205728 members 
Entering Unmasked Estep 
Score: -29173620.000000 Penalty: 6210.812500
	Iteration 242Q: 3 clusters Score -2.917362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 205735 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 243Q: 3 clusters Score -2.917361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 205742 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 244Q: 3 clusters Score -2.917361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 205751 members 
Entering Unmasked Estep 
Score: -29173594.000000 Penalty: 6210.812500
	Iteration 245Q: 3 clusters Score -2.917359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 205759 members 
Entering Unmasked Estep 
Score: -29173590.000000 Penalty: 6210.812500
	Iteration 246Q: 3 clusters Score -2.917359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 205768 members 
Entering Unmasked Estep 
Score: -29173602.000000 Penalty: 6210.812500
	Iteration 247Q: 3 clusters Score -2.91736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 205780 members 
Entering Unmasked Estep 
Score: -29173580.000000 Penalty: 6210.812500
	Iteration 248Q: 3 clusters Score -2.917358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -29173574.000000 Penalty: 6210.812500
	Iteration 249Q: 3 clusters Score -2.917357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -29173554.000000 Penalty: 6210.812500
	Iteration 250Q: 3 clusters Score -2.917355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 205810 members 
Entering Unmasked Estep 
Score: -29173586.000000 Penalty: 6210.812500
	Iteration 251Q: 3 clusters Score -2.917359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 205816 members 
Entering Unmasked Estep 
Score: -29173562.000000 Penalty: 6210.812500
	Iteration 252Q: 3 clusters Score -2.917356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 205820 members 
Entering Unmasked Estep 
Score: -29173564.000000 Penalty: 6210.812500
	Iteration 253Q: 3 clusters Score -2.917356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -29173576.000000 Penalty: 6210.812500
	Iteration 254Q: 3 clusters Score -2.917358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 205826 members 
Entering Unmasked Estep 
Score: -29173586.000000 Penalty: 6210.812500
	Iteration 255Q: 3 clusters Score -2.917359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 205830 members 
Entering Unmasked Estep 
Score: -29173570.000000 Penalty: 6210.812500
	Iteration 256Q: 3 clusters Score -2.917357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 205832 members 
Entering Unmasked Estep 
Score: -29173580.000000 Penalty: 6210.812500
	Iteration 257Q: 3 clusters Score -2.917358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 205835 members 
Entering Unmasked Estep 
Score: -29173584.000000 Penalty: 6210.812500
	Iteration 258Q: 3 clusters Score -2.917358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 205841 members 
Entering Unmasked Estep 
Score: -29173594.000000 Penalty: 6210.812500
	Iteration 259Q: 3 clusters Score -2.917359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 205850 members 
Entering Unmasked Estep 
Score: -29173586.000000 Penalty: 6210.812500
	Iteration 260F: 3 clusters Score -2.917359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 205859 members 
Entering Unmasked Estep 
Score: -29173600.000000 Penalty: 6210.812500
	Iteration 261Q: 3 clusters Score -2.91736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 205868 members 
Entering Unmasked Estep 
Score: -29173586.000000 Penalty: 6210.812500
	Iteration 262Q: 3 clusters Score -2.917359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 205873 members 
Entering Unmasked Estep 
Score: -29173592.000000 Penalty: 6210.812500
	Iteration 263Q: 3 clusters Score -2.917359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 205879 members 
Entering Unmasked Estep 
Score: -29173590.000000 Penalty: 6210.812500
	Iteration 264Q: 3 clusters Score -2.917359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 205889 members 
Entering Unmasked Estep 
Score: -29173574.000000 Penalty: 6210.812500
	Iteration 265Q: 3 clusters Score -2.917357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 205899 members 
Entering Unmasked Estep 
Score: -29173590.000000 Penalty: 6210.812500
	Iteration 266Q: 3 clusters Score -2.917359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 205912 members 
Entering Unmasked Estep 
Score: -29173602.000000 Penalty: 6210.812500
	Iteration 267Q: 3 clusters Score -2.91736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 205920 members 
Entering Unmasked Estep 
Score: -29173630.000000 Penalty: 6210.812500
	Iteration 268Q: 3 clusters Score -2.917363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 205926 members 
Entering Unmasked Estep 
Score: -29173616.000000 Penalty: 6210.812500
	Iteration 269Q: 3 clusters Score -2.917362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 205930 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 270Q: 3 clusters Score -2.917361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 205935 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 271Q: 3 clusters Score -2.91736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 205937 members 
Entering Unmasked Estep 
Score: -29173604.000000 Penalty: 6210.812500
	Iteration 272Q: 3 clusters Score -2.91736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 205942 members 
Entering Unmasked Estep 
Score: -29173620.000000 Penalty: 6210.812500
	Iteration 273Q: 3 clusters Score -2.917362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 205946 members 
Entering Unmasked Estep 
Score: -29173590.000000 Penalty: 6210.812500
	Iteration 274Q: 3 clusters Score -2.917359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 205950 members 
Entering Unmasked Estep 
Score: -29173594.000000 Penalty: 6210.812500
	Iteration 275Q: 3 clusters Score -2.917359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 205953 members 
Entering Unmasked Estep 
Score: -29173608.000000 Penalty: 6210.812500
	Iteration 276Q: 3 clusters Score -2.917361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 205954 members 
Entering Unmasked Estep 
Score: -29173606.000000 Penalty: 6210.812500
	Iteration 277Q: 3 clusters Score -2.917361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 205957 members 
Entering Unmasked Estep 
Score: -29173614.000000 Penalty: 6210.812500
	Iteration 278Q: 3 clusters Score -2.917361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 205960 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 279Q: 3 clusters Score -2.917361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 205960 members 
Entering Unmasked Estep 
Score: -29173610.000000 Penalty: 6210.812500
	Iteration 280F: 3 clusters Score -2.917361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Entering Unmasked Estep 
Score: -6282404.500000 Penalty: 2721.086182
	Iteration 0F: 2 clusters Score -6282404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6243456.000000 Penalty: 5442.172363
	Iteration 0F: 3 clusters Score -6243456 nChanged 27046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6258511.000000 Penalty: 5442.172363
	Iteration 1F: 3 clusters Score -6258511 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6259157.000000 Penalty: 5442.172363
	Iteration 2Q: 3 clusters Score -6259157 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -6259863.500000 Penalty: 5442.172363
	Iteration 3Q: 3 clusters Score -6259864 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6260756.500000 Penalty: 5442.172363
	Iteration 4Q: 3 clusters Score -6260756 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -6262190.000000 Penalty: 5442.172363
	Iteration 5Q: 3 clusters Score -6262190 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -6264424.500000 Penalty: 5442.172363
	Iteration 6F: 3 clusters Score -6264424 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -6267785.000000 Penalty: 5442.172363
	Iteration 7F: 3 clusters Score -6267785 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -6271987.000000 Penalty: 5442.172363
	Iteration 8F: 3 clusters Score -6271987 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6275748.000000 Penalty: 5442.172363
	Iteration 9F: 3 clusters Score -6275748 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6278108.000000 Penalty: 5442.172363
	Iteration 10Q: 3 clusters Score -6278108 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6279367.500000 Penalty: 5442.172363
	Iteration 11Q: 3 clusters Score -6279368 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6280046.500000 Penalty: 5442.172363
	Iteration 12Q: 3 clusters Score -6280046 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6280395.500000 Penalty: 5442.172363
	Iteration 13Q: 3 clusters Score -6280396 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6280579.500000 Penalty: 5442.172363
	Iteration 14Q: 3 clusters Score -6280580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6280640.500000 Penalty: 5442.172363
	Iteration 15Q: 3 clusters Score -6280640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6280715.000000 Penalty: 5442.172363
	Iteration 16Q: 3 clusters Score -6280715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6280725.000000 Penalty: 5442.172363
	Iteration 17Q: 3 clusters Score -6280725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6280730.500000 Penalty: 5442.172363
	Iteration 18Q: 3 clusters Score -6280730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6280762.000000 Penalty: 5442.172363
	Iteration 19Q: 3 clusters Score -6280762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6280761.000000 Penalty: 5442.172363
	Iteration 20F: 3 clusters Score -6280761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6280764.500000 Penalty: 5442.172363
	Iteration 21Q: 3 clusters Score -6280764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6280770.500000 Penalty: 5442.172363
	Iteration 22Q: 3 clusters Score -6280770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6280767.500000 Penalty: 5442.172363
	Iteration 23Q: 3 clusters Score -6280768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6280766.500000 Penalty: 5442.172363
	Iteration 24Q: 3 clusters Score -6280766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6280766.500000 Penalty: 5442.172363
	Iteration 25F: 3 clusters Score -6280766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Entering Unmasked Estep 
Score: -4807243.000000 Penalty: 2655.172607
	Iteration 0F: 2 clusters Score -4807243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4777114.500000 Penalty: 5310.345215
	Iteration 0F: 3 clusters Score -4777114 nChanged 20569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -4788293.000000 Penalty: 5310.345215
	Iteration 1F: 3 clusters Score -4788293 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4788754.500000 Penalty: 5310.345215
	Iteration 2Q: 3 clusters Score -4788754 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4789166.000000 Penalty: 5310.345215
	Iteration 3Q: 3 clusters Score -4789166 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4789626.500000 Penalty: 5310.345215
	Iteration 4Q: 3 clusters Score -4789626 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -4790292.000000 Penalty: 5310.345215
	Iteration 5Q: 3 clusters Score -4790292 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4791316.000000 Penalty: 5310.345215
	Iteration 6Q: 3 clusters Score -4791316 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4793037.500000 Penalty: 5310.345215
	Iteration 7F: 3 clusters Score -4793038 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4795837.000000 Penalty: 5310.345215
	Iteration 8F: 3 clusters Score -4795837 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -4799352.500000 Penalty: 5310.345215
	Iteration 9F: 3 clusters Score -4799352 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -4802300.500000 Penalty: 5310.345215
	Iteration 10F: 3 clusters Score -4802300 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -4804022.000000 Penalty: 5310.345215
	Iteration 11Q: 3 clusters Score -4804022 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -4804771.000000 Penalty: 5310.345215
	Iteration 12Q: 3 clusters Score -4804771 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -4805085.500000 Penalty: 5310.345215
	Iteration 13Q: 3 clusters Score -4805086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -4805230.000000 Penalty: 5310.345215
	Iteration 14Q: 3 clusters Score -4805230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -4805322.000000 Penalty: 5310.345215
	Iteration 15Q: 3 clusters Score -4805322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -4805394.000000 Penalty: 5310.345215
	Iteration 16Q: 3 clusters Score -4805394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -4805421.500000 Penalty: 5310.345215
	Iteration 17Q: 3 clusters Score -4805422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -4805442.000000 Penalty: 5310.345215
	Iteration 18Q: 3 clusters Score -4805442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -4805469.000000 Penalty: 5310.345215
	Iteration 19Q: 3 clusters Score -4805469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -4805488.500000 Penalty: 5310.345215
	Iteration 20F: 3 clusters Score -4805488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -4805515.000000 Penalty: 5310.345215
	Iteration 21Q: 3 clusters Score -4805515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -4805526.000000 Penalty: 5310.345215
	Iteration 22Q: 3 clusters Score -4805526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -4805533.500000 Penalty: 5310.345215
	Iteration 23Q: 3 clusters Score -4805534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -4805543.500000 Penalty: 5310.345215
	Iteration 24Q: 3 clusters Score -4805544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -4805552.500000 Penalty: 5310.345215
	Iteration 25Q: 3 clusters Score -4805552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -4805567.000000 Penalty: 5310.345215
	Iteration 26Q: 3 clusters Score -4805567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -4805573.500000 Penalty: 5310.345215
	Iteration 27Q: 3 clusters Score -4805574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -4805581.500000 Penalty: 5310.345215
	Iteration 28Q: 3 clusters Score -4805582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -4805590.000000 Penalty: 5310.345215
	Iteration 29Q: 3 clusters Score -4805590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -4805583.500000 Penalty: 5310.345215
	Iteration 30Q: 3 clusters Score -4805584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -4805593.000000 Penalty: 5310.345215
	Iteration 31Q: 3 clusters Score -4805593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -4805595.500000 Penalty: 5310.345215
	Iteration 32Q: 3 clusters Score -4805596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -4805598.500000 Penalty: 5310.345215
	Iteration 33Q: 3 clusters Score -4805598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -4805594.000000 Penalty: 5310.345215
	Iteration 34Q: 3 clusters Score -4805594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -4805609.000000 Penalty: 5310.345215
	Iteration 35Q: 3 clusters Score -4805609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -4805605.500000 Penalty: 5310.345215
	Iteration 36Q: 3 clusters Score -4805606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -4805609.500000 Penalty: 5310.345215
	Iteration 37Q: 3 clusters Score -4805610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -4805607.000000 Penalty: 5310.345215
	Iteration 38Q: 3 clusters Score -4805607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -4805609.000000 Penalty: 5310.345215
	Iteration 39Q: 3 clusters Score -4805609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -4805610.000000 Penalty: 5310.345215
	Iteration 40F: 3 clusters Score -4805610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -4805605.000000 Penalty: 5310.345215
	Iteration 41Q: 3 clusters Score -4805605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -4805605.000000 Penalty: 5310.345215
	Iteration 42F: 3 clusters Score -4805605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -471858.031250 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -471858 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 2165 members 
Entering Unmasked Estep 
Score: -467724.000000 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -467724 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -468610.375000 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -468610.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -468781.531250 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -468781.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -468873.812500 Penalty: 4156.023438
	Iteration 3Q: 3 clusters Score -468873.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -468927.593750 Penalty: 4156.023438
	Iteration 4Q: 3 clusters Score -468927.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -468976.718750 Penalty: 4156.023438
	Iteration 5Q: 3 clusters Score -468976.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -469015.593750 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -469015.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -469053.656250 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -469053.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -469089.031250 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -469089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -469118.250000 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -469118.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -469137.875000 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -469137.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -469151.468750 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -469151.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -469165.625000 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -469165.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -469174.593750 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -469174.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -469180.812500 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -469180.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -469189.000000 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -469189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -469197.031250 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -469197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -469203.125000 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -469203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -469208.750000 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -469208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -469216.062500 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -469216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -469223.656250 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -469223.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -469229.062500 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -469229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -469234.562500 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -469234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -469240.187500 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -469240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -469244.281250 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -469244.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -469250.406250 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -469250.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -469256.875000 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -469256.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -469264.468750 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -469264.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -469273.062500 Penalty: 4156.023438
	Iteration 28Q: 3 clusters Score -469273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -469280.000000 Penalty: 4156.023438
	Iteration 29Q: 3 clusters Score -469280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -469286.031250 Penalty: 4156.023438
	Iteration 30Q: 3 clusters Score -469286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -469292.843750 Penalty: 4156.023438
	Iteration 31Q: 3 clusters Score -469292.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -469298.187500 Penalty: 4156.023438
	Iteration 32Q: 3 clusters Score -469298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -469306.437500 Penalty: 4156.023438
	Iteration 33Q: 3 clusters Score -469306.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -469312.687500 Penalty: 4156.023438
	Iteration 34Q: 3 clusters Score -469312.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -469319.625000 Penalty: 4156.023438
	Iteration 35Q: 3 clusters Score -469319.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -469327.562500 Penalty: 4156.023438
	Iteration 36Q: 3 clusters Score -469327.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -469333.500000 Penalty: 4156.023438
	Iteration 37Q: 3 clusters Score -469333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -469340.750000 Penalty: 4156.023438
	Iteration 38Q: 3 clusters Score -469340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -469344.500000 Penalty: 4156.023438
	Iteration 39Q: 3 clusters Score -469344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -469349.531250 Penalty: 4156.023438
	Iteration 40F: 3 clusters Score -469349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -469356.500000 Penalty: 4156.023438
	Iteration 41Q: 3 clusters Score -469356.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -469365.937500 Penalty: 4156.023438
	Iteration 42Q: 3 clusters Score -469365.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -469375.531250 Penalty: 4156.023438
	Iteration 43Q: 3 clusters Score -469375.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -469390.000000 Penalty: 4156.023438
	Iteration 44Q: 3 clusters Score -469390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -469402.937500 Penalty: 4156.023438
	Iteration 45Q: 3 clusters Score -469402.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -469415.375000 Penalty: 4156.023438
	Iteration 46Q: 3 clusters Score -469415.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -469432.593750 Penalty: 4156.023438
	Iteration 47Q: 3 clusters Score -469432.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -469453.531250 Penalty: 4156.023438
	Iteration 48Q: 3 clusters Score -469453.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -469476.187500 Penalty: 4156.023438
	Iteration 49Q: 3 clusters Score -469476.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -469500.781250 Penalty: 4156.023438
	Iteration 50Q: 3 clusters Score -469500.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -469530.343750 Penalty: 4156.023438
	Iteration 51Q: 3 clusters Score -469530.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -469568.937500 Penalty: 4156.023438
	Iteration 52Q: 3 clusters Score -469568.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -469602.031250 Penalty: 4156.023438
	Iteration 53Q: 3 clusters Score -469602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -469650.312500 Penalty: 4156.023438
	Iteration 54Q: 3 clusters Score -469650.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -469707.093750 Penalty: 4156.023438
	Iteration 55Q: 3 clusters Score -469707.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -469772.156250 Penalty: 4156.023438
	Iteration 56Q: 3 clusters Score -469772.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -469833.250000 Penalty: 4156.023438
	Iteration 57Q: 3 clusters Score -469833.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -469889.625000 Penalty: 4156.023438
	Iteration 58Q: 3 clusters Score -469889.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -469945.343750 Penalty: 4156.023438
	Iteration 59Q: 3 clusters Score -469945.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -470008.500000 Penalty: 4156.023438
	Iteration 60F: 3 clusters Score -470008.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -470071.531250 Penalty: 4156.023438
	Iteration 61Q: 3 clusters Score -470071.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -470113.906250 Penalty: 4156.023438
	Iteration 62Q: 3 clusters Score -470113.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -470147.562500 Penalty: 4156.023438
	Iteration 63Q: 3 clusters Score -470147.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -470170.343750 Penalty: 4156.023438
	Iteration 64Q: 3 clusters Score -470170.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -470195.343750 Penalty: 4156.023438
	Iteration 65Q: 3 clusters Score -470195.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -470219.125000 Penalty: 4156.023438
	Iteration 66Q: 3 clusters Score -470219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -470230.843750 Penalty: 4156.023438
	Iteration 67Q: 3 clusters Score -470230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -470241.625000 Penalty: 4156.023438
	Iteration 68Q: 3 clusters Score -470241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -470247.937500 Penalty: 4156.023438
	Iteration 69Q: 3 clusters Score -470247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -470253.281250 Penalty: 4156.023438
	Iteration 70Q: 3 clusters Score -470253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -470254.656250 Penalty: 4156.023438
	Iteration 71Q: 3 clusters Score -470254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -470254.750000 Penalty: 4156.023438
	Iteration 72Q: 3 clusters Score -470254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -470256.468750 Penalty: 4156.023438
	Iteration 73Q: 3 clusters Score -470256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -470257.250000 Penalty: 4156.023438
	Iteration 74Q: 3 clusters Score -470257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -470259.218750 Penalty: 4156.023438
	Iteration 75Q: 3 clusters Score -470259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -470260.781250 Penalty: 4156.023438
	Iteration 76Q: 3 clusters Score -470260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -470262.125000 Penalty: 4156.023438
	Iteration 77Q: 3 clusters Score -470262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -470262.125000 Penalty: 4156.023438
	Iteration 78F: 3 clusters Score -470262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -64455.226562 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -64455.23 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 340 members 
Entering Unmasked Estep 
Score: -62778.535156 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -62778.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62941.605469 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -62941.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63013.656250 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -63013.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63047.562500 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -63047.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63074.250000 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -63074.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63084.175781 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -63084.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63094.652344 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -63094.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63106.417969 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -63106.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63111.210938 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -63111.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63114.824219 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -63114.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63117.562500 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -63117.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63121.000000 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -63121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63121.000000 Penalty: 3236.414795
	Iteration 12F: 3 clusters Score -63121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Entering Unmasked Estep 
Score: -11102248.000000 Penalty: 2864.103516
	Iteration 0F: 2 clusters Score -1.110225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -11032913.000000 Penalty: 5728.207031
	Iteration 0F: 3 clusters Score -1.103291e+07 nChanged 49199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -11061381.000000 Penalty: 5728.207031
	Iteration 1F: 3 clusters Score -1.106138e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -11062822.000000 Penalty: 5728.207031
	Iteration 2Q: 3 clusters Score -1.106282e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -11065122.000000 Penalty: 5728.207031
	Iteration 3Q: 3 clusters Score -1.106512e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -11068940.000000 Penalty: 5728.207031
	Iteration 4F: 3 clusters Score -1.106894e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -11074999.000000 Penalty: 5728.207031
	Iteration 5F: 3 clusters Score -1.1075e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -11083195.000000 Penalty: 5728.207031
	Iteration 6F: 3 clusters Score -1.10832e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -11091371.000000 Penalty: 5728.207031
	Iteration 7F: 3 clusters Score -1.109137e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -11096529.000000 Penalty: 5728.207031
	Iteration 8F: 3 clusters Score -1.109653e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -11098638.000000 Penalty: 5728.207031
	Iteration 9Q: 3 clusters Score -1.109864e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 103114 members 
Entering Unmasked Estep 
Score: -11099274.000000 Penalty: 5728.207031
	Iteration 10Q: 3 clusters Score -1.109927e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -11099475.000000 Penalty: 5728.207031
	Iteration 11Q: 3 clusters Score -1.109948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -11099580.000000 Penalty: 5728.207031
	Iteration 12Q: 3 clusters Score -1.109958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -11099659.000000 Penalty: 5728.207031
	Iteration 13Q: 3 clusters Score -1.109966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -11099700.000000 Penalty: 5728.207031
	Iteration 14Q: 3 clusters Score -1.10997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -11099727.000000 Penalty: 5728.207031
	Iteration 15Q: 3 clusters Score -1.109973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -11099740.000000 Penalty: 5728.207031
	Iteration 16Q: 3 clusters Score -1.109974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -11099749.000000 Penalty: 5728.207031
	Iteration 17Q: 3 clusters Score -1.109975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -11099754.000000 Penalty: 5728.207031
	Iteration 18Q: 3 clusters Score -1.109975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -11099750.000000 Penalty: 5728.207031
	Iteration 19Q: 3 clusters Score -1.109975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -11099750.000000 Penalty: 5728.207031
	Iteration 20F: 3 clusters Score -1.109975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -75997.054688 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -75997.05 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 444 members 
Entering Unmasked Estep 
Score: -74179.054688 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -74179.05 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74547.437500 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -74547.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75326.664062 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -75326.66 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75628.523438 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -75628.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75924.710938 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -75924.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76034.593750 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -76034.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76070.484375 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -76070.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76092.257812 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -76092.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76102.101562 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -76102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76108.281250 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -76108.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76124.656250 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -76124.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76131.109375 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -76131.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76132.453125 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -76132.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76136.671875 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -76136.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76136.671875 Penalty: 3346.220459
	Iteration 14F: 3 clusters Score -76136.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176980 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330018 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274251 members 
Mstep: Class 14 contains 58228 members 
Mstep: Class 15 contains 44638 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103653 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 80491 members 
Mstep: Class 22 contains 337173 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 9486 members 
Mstep: Class 25 contains 256 members 
Entering Unmasked Estep 
Score: -158394768.000000 Penalty: 88271.046875
Splitting cluster 19 changes total score from -158396784.000000 to -158394768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -1743234.250000 Penalty: 2406.440430
	Iteration 0F: 2 clusters Score -1743234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1731411.000000 Penalty: 4812.880859
	Iteration 0F: 3 clusters Score -1731411 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1735338.000000 Penalty: 4812.880859
	Iteration 1F: 3 clusters Score -1735338 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1735707.375000 Penalty: 4812.880859
	Iteration 2F: 3 clusters Score -1735707 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1735992.875000 Penalty: 4812.880859
	Iteration 3Q: 3 clusters Score -1735993 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1736243.625000 Penalty: 4812.880859
	Iteration 4Q: 3 clusters Score -1736244 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1736474.750000 Penalty: 4812.880859
	Iteration 5Q: 3 clusters Score -1736475 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1736766.750000 Penalty: 4812.880859
	Iteration 6Q: 3 clusters Score -1736767 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1737157.625000 Penalty: 4812.880859
	Iteration 7Q: 3 clusters Score -1737158 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1737701.125000 Penalty: 4812.880859
	Iteration 8Q: 3 clusters Score -1737701 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1738360.875000 Penalty: 4812.880859
	Iteration 9F: 3 clusters Score -1738361 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1739030.250000 Penalty: 4812.880859
	Iteration 10F: 3 clusters Score -1739030 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1739713.375000 Penalty: 4812.880859
	Iteration 11Q: 3 clusters Score -1739713 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1740260.125000 Penalty: 4812.880859
	Iteration 12Q: 3 clusters Score -1740260 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1740614.875000 Penalty: 4812.880859
	Iteration 13Q: 3 clusters Score -1740615 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1740819.375000 Penalty: 4812.880859
	Iteration 14Q: 3 clusters Score -1740819 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1740925.125000 Penalty: 4812.880859
	Iteration 15Q: 3 clusters Score -1740925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1740983.125000 Penalty: 4812.880859
	Iteration 16Q: 3 clusters Score -1740983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1741030.250000 Penalty: 4812.880859
	Iteration 17Q: 3 clusters Score -1741030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1741051.750000 Penalty: 4812.880859
	Iteration 18Q: 3 clusters Score -1741052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1741059.750000 Penalty: 4812.880859
	Iteration 19Q: 3 clusters Score -1741060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1741072.750000 Penalty: 4812.880859
	Iteration 20F: 3 clusters Score -1741073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1741085.750000 Penalty: 4812.880859
	Iteration 21Q: 3 clusters Score -1741086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1741093.375000 Penalty: 4812.880859
	Iteration 22Q: 3 clusters Score -1741093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1741099.500000 Penalty: 4812.880859
	Iteration 23Q: 3 clusters Score -1741100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1741103.000000 Penalty: 4812.880859
	Iteration 24Q: 3 clusters Score -1741103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1741102.750000 Penalty: 4812.880859
	Iteration 25Q: 3 clusters Score -1741103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1741103.625000 Penalty: 4812.880859
	Iteration 26Q: 3 clusters Score -1741104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1741103.250000 Penalty: 4812.880859
	Iteration 27Q: 3 clusters Score -1741103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1741105.125000 Penalty: 4812.880859
	Iteration 28Q: 3 clusters Score -1741105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1741110.375000 Penalty: 4812.880859
	Iteration 29Q: 3 clusters Score -1741110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1741110.375000 Penalty: 4812.880859
	Iteration 30F: 3 clusters Score -1741110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Entering Unmasked Estep 
Score: -8295450.000000 Penalty: 2801.383301
	Iteration 0F: 2 clusters Score -8295450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8241590.000000 Penalty: 5602.766602
	Iteration 0F: 3 clusters Score -8241590 nChanged 37793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -8262795.000000 Penalty: 5602.766602
	Iteration 1F: 3 clusters Score -8262795 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -8263445.000000 Penalty: 5602.766602
	Iteration 2Q: 3 clusters Score -8263445 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -8264012.500000 Penalty: 5602.766602
	Iteration 3Q: 3 clusters Score -8264012 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -8264815.500000 Penalty: 5602.766602
	Iteration 4Q: 3 clusters Score -8264816 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -8265774.000000 Penalty: 5602.766602
	Iteration 5Q: 3 clusters Score -8265774 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -8267020.500000 Penalty: 5602.766602
	Iteration 6Q: 3 clusters Score -8267020 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -8268869.000000 Penalty: 5602.766602
	Iteration 7Q: 3 clusters Score -8268869 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8271335.500000 Penalty: 5602.766602
	Iteration 8F: 3 clusters Score -8271336 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -8274232.000000 Penalty: 5602.766602
	Iteration 9F: 3 clusters Score -8274232 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -8277390.000000 Penalty: 5602.766602
	Iteration 10F: 3 clusters Score -8277390 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -8280933.500000 Penalty: 5602.766602
	Iteration 11F: 3 clusters Score -8280934 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -8284736.000000 Penalty: 5602.766602
	Iteration 12F: 3 clusters Score -8284736 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8288588.000000 Penalty: 5602.766602
	Iteration 13Q: 3 clusters Score -8288588 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8291311.500000 Penalty: 5602.766602
	Iteration 14Q: 3 clusters Score -8291312 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8292446.500000 Penalty: 5602.766602
	Iteration 15Q: 3 clusters Score -8292446 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8292730.000000 Penalty: 5602.766602
	Iteration 16Q: 3 clusters Score -8292730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8292859.000000 Penalty: 5602.766602
	Iteration 17Q: 3 clusters Score -8292859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8292926.000000 Penalty: 5602.766602
	Iteration 18Q: 3 clusters Score -8292926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8292959.000000 Penalty: 5602.766602
	Iteration 19Q: 3 clusters Score -8292959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8292979.000000 Penalty: 5602.766602
	Iteration 20F: 3 clusters Score -8292979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8292994.000000 Penalty: 5602.766602
	Iteration 21Q: 3 clusters Score -8292994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8292996.500000 Penalty: 5602.766602
	Iteration 22Q: 3 clusters Score -8292996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8292996.500000 Penalty: 5602.766602
	Iteration 23F: 3 clusters Score -8292996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (337173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337173 members 
Entering Unmasked Estep 
Score: -35702864.000000 Penalty: 3156.631104
	Iteration 0F: 2 clusters Score -3.570286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -35485224.000000 Penalty: 6313.262207
	Iteration 0F: 3 clusters Score -3.548522e+07 nChanged 163482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158906 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -35582516.000000 Penalty: 6313.262207
	Iteration 1F: 3 clusters Score -3.558252e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 183633 members 
Entering Unmasked Estep 
Score: -35583828.000000 Penalty: 6313.262207
	Iteration 2Q: 3 clusters Score -3.558383e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 191902 members 
Entering Unmasked Estep 
Score: -35586208.000000 Penalty: 6313.262207
	Iteration 3Q: 3 clusters Score -3.558621e+07 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132628 members 
Mstep: Class 2 contains 204545 members 
Entering Unmasked Estep 
Score: -35591084.000000 Penalty: 6313.262207
	Iteration 4Q: 3 clusters Score -3.559108e+07 nChanged 19096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 223453 members 
Entering Unmasked Estep 
Score: -35600264.000000 Penalty: 6313.262207
	Iteration 5F: 3 clusters Score -3.560026e+07 nChanged 26453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 249858 members 
Entering Unmasked Estep 
Score: -35618828.000000 Penalty: 6313.262207
	Iteration 6F: 3 clusters Score -3.561883e+07 nChanged 31971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 281823 members 
Entering Unmasked Estep 
Score: -35647672.000000 Penalty: 6313.262207
	Iteration 7F: 3 clusters Score -3.564767e+07 nChanged 29619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 311442 members 
Entering Unmasked Estep 
Score: -35677916.000000 Penalty: 6313.262207
	Iteration 8F: 3 clusters Score -3.567792e+07 nChanged 17682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 329124 members 
Entering Unmasked Estep 
Score: -35694136.000000 Penalty: 6313.262207
	Iteration 9F: 3 clusters Score -3.569414e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 335276 members 
Entering Unmasked Estep 
Score: -35698476.000000 Penalty: 6313.262207
	Iteration 10Q: 3 clusters Score -3.569848e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 336650 members 
Entering Unmasked Estep 
Score: -35699500.000000 Penalty: 6313.262207
	Iteration 11Q: 3 clusters Score -3.56995e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336899 members 
Entering Unmasked Estep 
Score: -35699816.000000 Penalty: 6313.262207
	Iteration 12Q: 3 clusters Score -3.569982e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 336948 members 
Entering Unmasked Estep 
Score: -35699916.000000 Penalty: 6313.262207
	Iteration 13Q: 3 clusters Score -3.569992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 336966 members 
Entering Unmasked Estep 
Score: -35700000.000000 Penalty: 6313.262207
	Iteration 14Q: 3 clusters Score -3.57e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 336975 members 
Entering Unmasked Estep 
Score: -35700012.000000 Penalty: 6313.262207
	Iteration 15Q: 3 clusters Score -3.570001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 336984 members 
Entering Unmasked Estep 
Score: -35700052.000000 Penalty: 6313.262207
	Iteration 16Q: 3 clusters Score -3.570005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336990 members 
Entering Unmasked Estep 
Score: -35700056.000000 Penalty: 6313.262207
	Iteration 17Q: 3 clusters Score -3.570006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336989 members 
Entering Unmasked Estep 
Score: -35700072.000000 Penalty: 6313.262207
	Iteration 18Q: 3 clusters Score -3.570007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336989 members 
Entering Unmasked Estep 
Score: -35700068.000000 Penalty: 6313.262207
	Iteration 19Q: 3 clusters Score -3.570007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 336988 members 
Entering Unmasked Estep 
Score: -35700068.000000 Penalty: 6313.262207
	Iteration 20F: 3 clusters Score -3.570007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336989 members 
Entering Unmasked Estep 
Score: -35700080.000000 Penalty: 6313.262207
	Iteration 21Q: 3 clusters Score -3.570008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336990 members 
Entering Unmasked Estep 
Score: -35700076.000000 Penalty: 6313.262207
	Iteration 22Q: 3 clusters Score -3.570008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336990 members 
Entering Unmasked Estep 
Score: -35700076.000000 Penalty: 6313.262207
	Iteration 23F: 3 clusters Score -3.570008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Entering Unmasked Estep 
Score: -3294575.750000 Penalty: 2560.930908
	Iteration 0F: 2 clusters Score -3294576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3273648.250000 Penalty: 5121.861816
	Iteration 0F: 3 clusters Score -3273648 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3281200.000000 Penalty: 5121.861816
	Iteration 1F: 3 clusters Score -3281200 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3281717.000000 Penalty: 5121.861816
	Iteration 2Q: 3 clusters Score -3281717 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3282226.500000 Penalty: 5121.861816
	Iteration 3Q: 3 clusters Score -3282226 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3282854.000000 Penalty: 5121.861816
	Iteration 4Q: 3 clusters Score -3282854 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3283591.250000 Penalty: 5121.861816
	Iteration 5Q: 3 clusters Score -3283591 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3284368.750000 Penalty: 5121.861816
	Iteration 6Q: 3 clusters Score -3284369 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3285176.750000 Penalty: 5121.861816
	Iteration 7Q: 3 clusters Score -3285177 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3286120.750000 Penalty: 5121.861816
	Iteration 8Q: 3 clusters Score -3286121 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3287149.750000 Penalty: 5121.861816
	Iteration 9Q: 3 clusters Score -3287150 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3288214.750000 Penalty: 5121.861816
	Iteration 10Q: 3 clusters Score -3288215 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3289128.000000 Penalty: 5121.861816
	Iteration 11Q: 3 clusters Score -3289128 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3289798.750000 Penalty: 5121.861816
	Iteration 12Q: 3 clusters Score -3289799 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3290289.000000 Penalty: 5121.861816
	Iteration 13Q: 3 clusters Score -3290289 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3290679.750000 Penalty: 5121.861816
	Iteration 14Q: 3 clusters Score -3290680 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3291030.000000 Penalty: 5121.861816
	Iteration 15Q: 3 clusters Score -3291030 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3291290.500000 Penalty: 5121.861816
	Iteration 16Q: 3 clusters Score -3291290 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3291520.500000 Penalty: 5121.861816
	Iteration 17Q: 3 clusters Score -3291520 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3291680.000000 Penalty: 5121.861816
	Iteration 18Q: 3 clusters Score -3291680 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3291821.500000 Penalty: 5121.861816
	Iteration 19Q: 3 clusters Score -3291822 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3291943.750000 Penalty: 5121.861816
	Iteration 20F: 3 clusters Score -3291944 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3292029.750000 Penalty: 5121.861816
	Iteration 21Q: 3 clusters Score -3292030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3292099.000000 Penalty: 5121.861816
	Iteration 22Q: 3 clusters Score -3292099 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3292154.500000 Penalty: 5121.861816
	Iteration 23Q: 3 clusters Score -3292154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3292190.000000 Penalty: 5121.861816
	Iteration 24Q: 3 clusters Score -3292190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3292214.750000 Penalty: 5121.861816
	Iteration 25Q: 3 clusters Score -3292215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3292223.250000 Penalty: 5121.861816
	Iteration 26Q: 3 clusters Score -3292223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3292241.750000 Penalty: 5121.861816
	Iteration 27Q: 3 clusters Score -3292242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3292258.750000 Penalty: 5121.861816
	Iteration 28Q: 3 clusters Score -3292259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3292267.750000 Penalty: 5121.861816
	Iteration 29Q: 3 clusters Score -3292268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3292292.000000 Penalty: 5121.861816
	Iteration 30Q: 3 clusters Score -3292292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3292312.000000 Penalty: 5121.861816
	Iteration 31Q: 3 clusters Score -3292312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3292320.750000 Penalty: 5121.861816
	Iteration 32Q: 3 clusters Score -3292321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3292325.250000 Penalty: 5121.861816
	Iteration 33Q: 3 clusters Score -3292325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3292332.000000 Penalty: 5121.861816
	Iteration 34Q: 3 clusters Score -3292332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3292340.500000 Penalty: 5121.861816
	Iteration 35Q: 3 clusters Score -3292340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3292342.500000 Penalty: 5121.861816
	Iteration 36Q: 3 clusters Score -3292342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3292347.000000 Penalty: 5121.861816
	Iteration 37Q: 3 clusters Score -3292347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3292350.000000 Penalty: 5121.861816
	Iteration 38Q: 3 clusters Score -3292350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3292352.500000 Penalty: 5121.861816
	Iteration 39Q: 3 clusters Score -3292352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3292349.000000 Penalty: 5121.861816
	Iteration 40F: 3 clusters Score -3292349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3292350.250000 Penalty: 5121.861816
	Iteration 41Q: 3 clusters Score -3292350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3292351.750000 Penalty: 5121.861816
	Iteration 42Q: 3 clusters Score -3292352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3292351.750000 Penalty: 5121.861816
	Iteration 43F: 3 clusters Score -3292352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Entering Unmasked Estep 
Score: -950643.187500 Penalty: 2271.078125
	Iteration 0F: 2 clusters Score -950643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -943277.562500 Penalty: 4542.156250
	Iteration 0F: 3 clusters Score -943277.6 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -945431.812500 Penalty: 4542.156250
	Iteration 1F: 3 clusters Score -945431.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -945741.000000 Penalty: 4542.156250
	Iteration 2F: 3 clusters Score -945741 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -945974.625000 Penalty: 4542.156250
	Iteration 3Q: 3 clusters Score -945974.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -946194.437500 Penalty: 4542.156250
	Iteration 4Q: 3 clusters Score -946194.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -946446.562500 Penalty: 4542.156250
	Iteration 5Q: 3 clusters Score -946446.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -946705.000000 Penalty: 4542.156250
	Iteration 6Q: 3 clusters Score -946705 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -946948.625000 Penalty: 4542.156250
	Iteration 7Q: 3 clusters Score -946948.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -947181.312500 Penalty: 4542.156250
	Iteration 8Q: 3 clusters Score -947181.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -947412.312500 Penalty: 4542.156250
	Iteration 9Q: 3 clusters Score -947412.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -947611.125000 Penalty: 4542.156250
	Iteration 10Q: 3 clusters Score -947611.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -947774.125000 Penalty: 4542.156250
	Iteration 11Q: 3 clusters Score -947774.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -947897.562500 Penalty: 4542.156250
	Iteration 12Q: 3 clusters Score -947897.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -948012.875000 Penalty: 4542.156250
	Iteration 13Q: 3 clusters Score -948012.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -948110.687500 Penalty: 4542.156250
	Iteration 14Q: 3 clusters Score -948110.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -948190.000000 Penalty: 4542.156250
	Iteration 15Q: 3 clusters Score -948190 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -948268.812500 Penalty: 4542.156250
	Iteration 16Q: 3 clusters Score -948268.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -948348.500000 Penalty: 4542.156250
	Iteration 17Q: 3 clusters Score -948348.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -948412.375000 Penalty: 4542.156250
	Iteration 18Q: 3 clusters Score -948412.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -948464.250000 Penalty: 4542.156250
	Iteration 19Q: 3 clusters Score -948464.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -948520.312500 Penalty: 4542.156250
	Iteration 20F: 3 clusters Score -948520.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -948561.625000 Penalty: 4542.156250
	Iteration 21Q: 3 clusters Score -948561.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -948600.562500 Penalty: 4542.156250
	Iteration 22Q: 3 clusters Score -948600.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -948630.250000 Penalty: 4542.156250
	Iteration 23Q: 3 clusters Score -948630.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -948651.125000 Penalty: 4542.156250
	Iteration 24Q: 3 clusters Score -948651.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -948669.000000 Penalty: 4542.156250
	Iteration 25Q: 3 clusters Score -948669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -948683.187500 Penalty: 4542.156250
	Iteration 26Q: 3 clusters Score -948683.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -948697.812500 Penalty: 4542.156250
	Iteration 27Q: 3 clusters Score -948697.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -948712.875000 Penalty: 4542.156250
	Iteration 28Q: 3 clusters Score -948712.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -948730.562500 Penalty: 4542.156250
	Iteration 29Q: 3 clusters Score -948730.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -948745.000000 Penalty: 4542.156250
	Iteration 30Q: 3 clusters Score -948745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -948761.562500 Penalty: 4542.156250
	Iteration 31Q: 3 clusters Score -948761.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -948776.437500 Penalty: 4542.156250
	Iteration 32Q: 3 clusters Score -948776.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -948787.625000 Penalty: 4542.156250
	Iteration 33Q: 3 clusters Score -948787.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -948792.937500 Penalty: 4542.156250
	Iteration 34Q: 3 clusters Score -948792.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -948799.312500 Penalty: 4542.156250
	Iteration 35Q: 3 clusters Score -948799.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -948808.562500 Penalty: 4542.156250
	Iteration 36Q: 3 clusters Score -948808.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -948815.750000 Penalty: 4542.156250
	Iteration 37Q: 3 clusters Score -948815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -948819.562500 Penalty: 4542.156250
	Iteration 38Q: 3 clusters Score -948819.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -948824.187500 Penalty: 4542.156250
	Iteration 39Q: 3 clusters Score -948824.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -948829.375000 Penalty: 4542.156250
	Iteration 40F: 3 clusters Score -948829.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -948836.437500 Penalty: 4542.156250
	Iteration 41Q: 3 clusters Score -948836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -948839.437500 Penalty: 4542.156250
	Iteration 42Q: 3 clusters Score -948839.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -948841.437500 Penalty: 4542.156250
	Iteration 43Q: 3 clusters Score -948841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -948842.250000 Penalty: 4542.156250
	Iteration 44Q: 3 clusters Score -948842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -948847.500000 Penalty: 4542.156250
	Iteration 45Q: 3 clusters Score -948847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -948849.250000 Penalty: 4542.156250
	Iteration 46Q: 3 clusters Score -948849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -948851.875000 Penalty: 4542.156250
	Iteration 47Q: 3 clusters Score -948851.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -948851.437500 Penalty: 4542.156250
	Iteration 48Q: 3 clusters Score -948851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -948854.562500 Penalty: 4542.156250
	Iteration 49Q: 3 clusters Score -948854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -948860.437500 Penalty: 4542.156250
	Iteration 50Q: 3 clusters Score -948860.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -948863.312500 Penalty: 4542.156250
	Iteration 51Q: 3 clusters Score -948863.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -948867.000000 Penalty: 4542.156250
	Iteration 52Q: 3 clusters Score -948867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -948869.750000 Penalty: 4542.156250
	Iteration 53Q: 3 clusters Score -948869.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -948873.625000 Penalty: 4542.156250
	Iteration 54Q: 3 clusters Score -948873.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -948875.437500 Penalty: 4542.156250
	Iteration 55Q: 3 clusters Score -948875.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -948880.375000 Penalty: 4542.156250
	Iteration 56Q: 3 clusters Score -948880.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -948885.437500 Penalty: 4542.156250
	Iteration 57Q: 3 clusters Score -948885.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -948891.937500 Penalty: 4542.156250
	Iteration 58Q: 3 clusters Score -948891.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -948895.812500 Penalty: 4542.156250
	Iteration 59Q: 3 clusters Score -948895.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -948901.687500 Penalty: 4542.156250
	Iteration 60F: 3 clusters Score -948901.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -948906.562500 Penalty: 4542.156250
	Iteration 61Q: 3 clusters Score -948906.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -948908.250000 Penalty: 4542.156250
	Iteration 62Q: 3 clusters Score -948908.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -948917.375000 Penalty: 4542.156250
	Iteration 63Q: 3 clusters Score -948917.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -948923.000000 Penalty: 4542.156250
	Iteration 64Q: 3 clusters Score -948923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -948930.687500 Penalty: 4542.156250
	Iteration 65Q: 3 clusters Score -948930.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -948931.750000 Penalty: 4542.156250
	Iteration 66Q: 3 clusters Score -948931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -948934.312500 Penalty: 4542.156250
	Iteration 67Q: 3 clusters Score -948934.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -948938.812500 Penalty: 4542.156250
	Iteration 68Q: 3 clusters Score -948938.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -948944.437500 Penalty: 4542.156250
	Iteration 69Q: 3 clusters Score -948944.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -948951.937500 Penalty: 4542.156250
	Iteration 70Q: 3 clusters Score -948951.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -948963.187500 Penalty: 4542.156250
	Iteration 71Q: 3 clusters Score -948963.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -948970.000000 Penalty: 4542.156250
	Iteration 72Q: 3 clusters Score -948970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -948979.750000 Penalty: 4542.156250
	Iteration 73Q: 3 clusters Score -948979.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -948987.687500 Penalty: 4542.156250
	Iteration 74Q: 3 clusters Score -948987.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -948999.250000 Penalty: 4542.156250
	Iteration 75Q: 3 clusters Score -948999.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -949011.000000 Penalty: 4542.156250
	Iteration 76Q: 3 clusters Score -949011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -949027.625000 Penalty: 4542.156250
	Iteration 77Q: 3 clusters Score -949027.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -949042.312500 Penalty: 4542.156250
	Iteration 78Q: 3 clusters Score -949042.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -949051.687500 Penalty: 4542.156250
	Iteration 79Q: 3 clusters Score -949051.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -949061.687500 Penalty: 4542.156250
	Iteration 80F: 3 clusters Score -949061.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -949072.500000 Penalty: 4542.156250
	Iteration 81Q: 3 clusters Score -949072.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -949084.000000 Penalty: 4542.156250
	Iteration 82Q: 3 clusters Score -949084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -949096.562500 Penalty: 4542.156250
	Iteration 83Q: 3 clusters Score -949096.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -949109.000000 Penalty: 4542.156250
	Iteration 84Q: 3 clusters Score -949109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -949125.187500 Penalty: 4542.156250
	Iteration 85Q: 3 clusters Score -949125.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -949151.375000 Penalty: 4542.156250
	Iteration 86Q: 3 clusters Score -949151.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -949174.000000 Penalty: 4542.156250
	Iteration 87Q: 3 clusters Score -949174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -949195.250000 Penalty: 4542.156250
	Iteration 88Q: 3 clusters Score -949195.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -949211.000000 Penalty: 4542.156250
	Iteration 89Q: 3 clusters Score -949211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -949226.750000 Penalty: 4542.156250
	Iteration 90Q: 3 clusters Score -949226.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -949240.437500 Penalty: 4542.156250
	Iteration 91Q: 3 clusters Score -949240.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -949254.312500 Penalty: 4542.156250
	Iteration 92Q: 3 clusters Score -949254.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -949270.187500 Penalty: 4542.156250
	Iteration 93Q: 3 clusters Score -949270.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -949286.187500 Penalty: 4542.156250
	Iteration 94Q: 3 clusters Score -949286.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -949307.125000 Penalty: 4542.156250
	Iteration 95Q: 3 clusters Score -949307.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -949326.437500 Penalty: 4542.156250
	Iteration 96Q: 3 clusters Score -949326.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -949340.250000 Penalty: 4542.156250
	Iteration 97Q: 3 clusters Score -949340.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -949361.000000 Penalty: 4542.156250
	Iteration 98Q: 3 clusters Score -949361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -949385.687500 Penalty: 4542.156250
	Iteration 99Q: 3 clusters Score -949385.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -949411.437500 Penalty: 4542.156250
	Iteration 100F: 3 clusters Score -949411.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -949445.125000 Penalty: 4542.156250
	Iteration 101Q: 3 clusters Score -949445.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -949482.937500 Penalty: 4542.156250
	Iteration 102Q: 3 clusters Score -949482.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -949506.500000 Penalty: 4542.156250
	Iteration 103Q: 3 clusters Score -949506.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -949527.875000 Penalty: 4542.156250
	Iteration 104Q: 3 clusters Score -949527.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -949545.937500 Penalty: 4542.156250
	Iteration 105Q: 3 clusters Score -949545.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -949563.500000 Penalty: 4542.156250
	Iteration 106Q: 3 clusters Score -949563.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -949574.562500 Penalty: 4542.156250
	Iteration 107Q: 3 clusters Score -949574.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -949589.000000 Penalty: 4542.156250
	Iteration 108Q: 3 clusters Score -949589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -949599.500000 Penalty: 4542.156250
	Iteration 109Q: 3 clusters Score -949599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -949608.375000 Penalty: 4542.156250
	Iteration 110Q: 3 clusters Score -949608.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -949619.750000 Penalty: 4542.156250
	Iteration 111Q: 3 clusters Score -949619.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -949629.500000 Penalty: 4542.156250
	Iteration 112Q: 3 clusters Score -949629.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -949642.562500 Penalty: 4542.156250
	Iteration 113Q: 3 clusters Score -949642.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -949656.312500 Penalty: 4542.156250
	Iteration 114Q: 3 clusters Score -949656.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -949659.687500 Penalty: 4542.156250
	Iteration 115Q: 3 clusters Score -949659.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -949673.375000 Penalty: 4542.156250
	Iteration 116Q: 3 clusters Score -949673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -949679.937500 Penalty: 4542.156250
	Iteration 117Q: 3 clusters Score -949679.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -949688.687500 Penalty: 4542.156250
	Iteration 118Q: 3 clusters Score -949688.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -949689.375000 Penalty: 4542.156250
	Iteration 119Q: 3 clusters Score -949689.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -949697.000000 Penalty: 4542.156250
	Iteration 120F: 3 clusters Score -949697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -949702.187500 Penalty: 4542.156250
	Iteration 121Q: 3 clusters Score -949702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -949706.312500 Penalty: 4542.156250
	Iteration 122Q: 3 clusters Score -949706.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -949712.000000 Penalty: 4542.156250
	Iteration 123Q: 3 clusters Score -949712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -949714.562500 Penalty: 4542.156250
	Iteration 124Q: 3 clusters Score -949714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -949721.687500 Penalty: 4542.156250
	Iteration 125Q: 3 clusters Score -949721.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -949735.375000 Penalty: 4542.156250
	Iteration 126Q: 3 clusters Score -949735.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -949746.000000 Penalty: 4542.156250
	Iteration 127Q: 3 clusters Score -949746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -949755.750000 Penalty: 4542.156250
	Iteration 128Q: 3 clusters Score -949755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -949761.875000 Penalty: 4542.156250
	Iteration 129Q: 3 clusters Score -949761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -949766.750000 Penalty: 4542.156250
	Iteration 130Q: 3 clusters Score -949766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -949772.500000 Penalty: 4542.156250
	Iteration 131Q: 3 clusters Score -949772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -949776.062500 Penalty: 4542.156250
	Iteration 132Q: 3 clusters Score -949776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -949776.750000 Penalty: 4542.156250
	Iteration 133Q: 3 clusters Score -949776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -949777.625000 Penalty: 4542.156250
	Iteration 134Q: 3 clusters Score -949777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -949778.562500 Penalty: 4542.156250
	Iteration 135Q: 3 clusters Score -949778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -949779.562500 Penalty: 4542.156250
	Iteration 136Q: 3 clusters Score -949779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -949780.125000 Penalty: 4542.156250
	Iteration 137Q: 3 clusters Score -949780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -949780.125000 Penalty: 4542.156250
	Iteration 138F: 3 clusters Score -949780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176980 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330018 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274251 members 
Mstep: Class 14 contains 58228 members 
Mstep: Class 15 contains 44638 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103653 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 80491 members 
Mstep: Class 22 contains 337173 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 9486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396688.000000 Penalty: 84740.203125
Iteration 279Q: 25 clusters Score -1.583967e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176965 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330100 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274194 members 
Mstep: Class 14 contains 58212 members 
Mstep: Class 15 contains 44634 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103644 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16563 members 
Mstep: Class 21 contains 80347 members 
Mstep: Class 22 contains 337174 members 
Mstep: Class 23 contains 30527 members 
Mstep: Class 24 contains 9465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396752.000000 Penalty: 84740.203125
Iteration 280F: 25 clusters Score -1.583968e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176931 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330180 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274122 members 
Mstep: Class 14 contains 58203 members 
Mstep: Class 15 contains 44630 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103632 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16745 members 
Mstep: Class 21 contains 80223 members 
Mstep: Class 22 contains 337193 members 
Mstep: Class 23 contains 30527 members 
Mstep: Class 24 contains 9445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396624.000000 Penalty: 84740.203125
Iteration 281Q: 25 clusters Score -1.583966e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 176898 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330248 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 274058 members 
Mstep: Class 14 contains 58200 members 
Mstep: Class 15 contains 44628 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103631 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 80097 members 
Mstep: Class 22 contains 337207 members 
Mstep: Class 23 contains 30528 members 
Mstep: Class 24 contains 9424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396592.000000 Penalty: 84740.203125
Iteration 282Q: 25 clusters Score -1.583966e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176875 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330294 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273994 members 
Mstep: Class 14 contains 58193 members 
Mstep: Class 15 contains 44626 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103638 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 17105 members 
Mstep: Class 21 contains 79987 members 
Mstep: Class 22 contains 337208 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396992.000000 Penalty: 84740.203125
Iteration 283Q: 25 clusters Score -1.58397e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 176849 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330343 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273934 members 
Mstep: Class 14 contains 58191 members 
Mstep: Class 15 contains 44624 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103630 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 17297 members 
Mstep: Class 21 contains 79853 members 
Mstep: Class 22 contains 337232 members 
Mstep: Class 23 contains 30525 members 
Mstep: Class 24 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397040.000000 Penalty: 84740.203125
Iteration 284Q: 25 clusters Score -1.58397e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 176821 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330386 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273872 members 
Mstep: Class 14 contains 58179 members 
Mstep: Class 15 contains 44618 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103633 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 17467 members 
Mstep: Class 21 contains 79730 members 
Mstep: Class 22 contains 337282 members 
Mstep: Class 23 contains 30521 members 
Mstep: Class 24 contains 9351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397120.000000 Penalty: 84740.203125
Iteration 285Q: 25 clusters Score -1.583971e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 176791 members 
Mstep: Class 4 contains 1258 members 
Mstep: Class 5 contains 330430 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273821 members 
Mstep: Class 14 contains 58168 members 
Mstep: Class 15 contains 44617 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103635 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 79605 members 
Mstep: Class 22 contains 337334 members 
Mstep: Class 23 contains 30517 members 
Mstep: Class 24 contains 9323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397296.000000 Penalty: 84740.203125
Iteration 286Q: 25 clusters Score -1.583973e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176773 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330464 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273768 members 
Mstep: Class 14 contains 58159 members 
Mstep: Class 15 contains 44610 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103639 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 17775 members 
Mstep: Class 21 contains 79508 members 
Mstep: Class 22 contains 337374 members 
Mstep: Class 23 contains 30514 members 
Mstep: Class 24 contains 9294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397152.000000 Penalty: 84740.203125
Iteration 287Q: 25 clusters Score -1.583972e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176745 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330489 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273730 members 
Mstep: Class 14 contains 58146 members 
Mstep: Class 15 contains 44601 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103644 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 17928 members 
Mstep: Class 21 contains 79407 members 
Mstep: Class 22 contains 337422 members 
Mstep: Class 23 contains 30513 members 
Mstep: Class 24 contains 9258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397184.000000 Penalty: 84740.203125
Iteration 288Q: 25 clusters Score -1.583972e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176722 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330509 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273697 members 
Mstep: Class 14 contains 58139 members 
Mstep: Class 15 contains 44598 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103632 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18066 members 
Mstep: Class 21 contains 79301 members 
Mstep: Class 22 contains 337481 members 
Mstep: Class 23 contains 30509 members 
Mstep: Class 24 contains 9235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396976.000000 Penalty: 84740.203125
Iteration 289Q: 25 clusters Score -1.58397e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176680 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330554 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273653 members 
Mstep: Class 14 contains 58132 members 
Mstep: Class 15 contains 44591 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103621 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18181 members 
Mstep: Class 21 contains 79206 members 
Mstep: Class 22 contains 337553 members 
Mstep: Class 23 contains 30503 members 
Mstep: Class 24 contains 9213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396944.000000 Penalty: 84740.203125
Iteration 290Q: 25 clusters Score -1.583969e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176657 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330587 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273618 members 
Mstep: Class 14 contains 58125 members 
Mstep: Class 15 contains 44593 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103612 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18281 members 
Mstep: Class 21 contains 79123 members 
Mstep: Class 22 contains 337588 members 
Mstep: Class 23 contains 30502 members 
Mstep: Class 24 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396880.000000 Penalty: 84740.203125
Iteration 291Q: 25 clusters Score -1.583969e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176632 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330614 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 273581 members 
Mstep: Class 14 contains 58125 members 
Mstep: Class 15 contains 44589 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103609 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18383 members 
Mstep: Class 21 contains 79057 members 
Mstep: Class 22 contains 337604 members 
Mstep: Class 23 contains 30501 members 
Mstep: Class 24 contains 9195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397056.000000 Penalty: 84740.203125
Iteration 292Q: 25 clusters Score -1.583971e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176600 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330647 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 273537 members 
Mstep: Class 14 contains 58122 members 
Mstep: Class 15 contains 44592 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103602 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18473 members 
Mstep: Class 21 contains 78993 members 
Mstep: Class 22 contains 337645 members 
Mstep: Class 23 contains 30496 members 
Mstep: Class 24 contains 9185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158397008.000000 Penalty: 84740.203125
Iteration 293Q: 25 clusters Score -1.58397e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176595 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330659 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273499 members 
Mstep: Class 14 contains 58114 members 
Mstep: Class 15 contains 44586 members 
Mstep: Class 16 contains 4350 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103595 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18549 members 
Mstep: Class 21 contains 78944 members 
Mstep: Class 22 contains 337683 members 
Mstep: Class 23 contains 30494 members 
Mstep: Class 24 contains 9172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396944.000000 Penalty: 84740.203125
Iteration 294Q: 25 clusters Score -1.583969e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176587 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330659 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273468 members 
Mstep: Class 14 contains 58102 members 
Mstep: Class 15 contains 44587 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18620 members 
Mstep: Class 21 contains 78894 members 
Mstep: Class 22 contains 337733 members 
Mstep: Class 23 contains 30491 members 
Mstep: Class 24 contains 9163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396912.000000 Penalty: 84740.203125
Iteration 295Q: 25 clusters Score -1.583969e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176579 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330669 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 273438 members 
Mstep: Class 14 contains 58088 members 
Mstep: Class 15 contains 44586 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103578 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18683 members 
Mstep: Class 21 contains 78853 members 
Mstep: Class 22 contains 337765 members 
Mstep: Class 23 contains 30490 members 
Mstep: Class 24 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396912.000000 Penalty: 84740.203125
Iteration 296Q: 25 clusters Score -1.583969e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 176570 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330689 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 273404 members 
Mstep: Class 14 contains 58075 members 
Mstep: Class 15 contains 44582 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103579 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18746 members 
Mstep: Class 21 contains 78811 members 
Mstep: Class 22 contains 337791 members 
Mstep: Class 23 contains 30493 members 
Mstep: Class 24 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396784.000000 Penalty: 84740.203125
Iteration 297Q: 25 clusters Score -1.583968e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176562 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330704 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 273390 members 
Mstep: Class 14 contains 58069 members 
Mstep: Class 15 contains 44579 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103579 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18804 members 
Mstep: Class 21 contains 78765 members 
Mstep: Class 22 contains 337811 members 
Mstep: Class 23 contains 30491 members 
Mstep: Class 24 contains 9130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 298Q: 25 clusters Score -1.583966e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176547 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330719 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273375 members 
Mstep: Class 14 contains 58065 members 
Mstep: Class 15 contains 44576 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18860 members 
Mstep: Class 21 contains 78726 members 
Mstep: Class 22 contains 337844 members 
Mstep: Class 23 contains 30485 members 
Mstep: Class 24 contains 9116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396528.000000 Penalty: 84740.203125
Iteration 299Q: 25 clusters Score -1.583965e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176531 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330725 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273363 members 
Mstep: Class 14 contains 58059 members 
Mstep: Class 15 contains 44577 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103585 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 78701 members 
Mstep: Class 22 contains 337864 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396576.000000 Penalty: 84740.203125
Iteration 300F: 25 clusters Score -1.583966e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176521 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330729 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273344 members 
Mstep: Class 14 contains 58054 members 
Mstep: Class 15 contains 44574 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103588 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 18965 members 
Mstep: Class 21 contains 78669 members 
Mstep: Class 22 contains 337887 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 9078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396720.000000 Penalty: 84740.203125
Iteration 301Q: 25 clusters Score -1.583967e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176516 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330726 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273320 members 
Mstep: Class 14 contains 58048 members 
Mstep: Class 15 contains 44573 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103593 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19026 members 
Mstep: Class 21 contains 78633 members 
Mstep: Class 22 contains 337910 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 9063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396544.000000 Penalty: 84740.203125
Iteration 302Q: 25 clusters Score -1.583965e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176510 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330725 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273295 members 
Mstep: Class 14 contains 58044 members 
Mstep: Class 15 contains 44575 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103599 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19086 members 
Mstep: Class 21 contains 78586 members 
Mstep: Class 22 contains 337936 members 
Mstep: Class 23 contains 30481 members 
Mstep: Class 24 contains 9051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396432.000000 Penalty: 84740.203125
Iteration 303Q: 25 clusters Score -1.583964e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330722 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273279 members 
Mstep: Class 14 contains 58040 members 
Mstep: Class 15 contains 44577 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103601 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19148 members 
Mstep: Class 21 contains 78537 members 
Mstep: Class 22 contains 337963 members 
Mstep: Class 23 contains 30480 members 
Mstep: Class 24 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396528.000000 Penalty: 84740.203125
Iteration 304Q: 25 clusters Score -1.583965e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330701 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273259 members 
Mstep: Class 14 contains 58035 members 
Mstep: Class 15 contains 44575 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103605 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19217 members 
Mstep: Class 21 contains 78489 members 
Mstep: Class 22 contains 338004 members 
Mstep: Class 23 contains 30481 members 
Mstep: Class 24 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396512.000000 Penalty: 84740.203125
Iteration 305Q: 25 clusters Score -1.583965e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176490 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330712 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273227 members 
Mstep: Class 14 contains 58029 members 
Mstep: Class 15 contains 44575 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103607 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19278 members 
Mstep: Class 21 contains 78456 members 
Mstep: Class 22 contains 338030 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 9006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 306Q: 25 clusters Score -1.583966e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176484 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330740 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273199 members 
Mstep: Class 14 contains 58020 members 
Mstep: Class 15 contains 44574 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103610 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19337 members 
Mstep: Class 21 contains 78415 members 
Mstep: Class 22 contains 338047 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396752.000000 Penalty: 84740.203125
Iteration 307Q: 25 clusters Score -1.583968e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176487 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330747 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273171 members 
Mstep: Class 14 contains 58013 members 
Mstep: Class 15 contains 44571 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103617 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19398 members 
Mstep: Class 21 contains 78369 members 
Mstep: Class 22 contains 338075 members 
Mstep: Class 23 contains 30481 members 
Mstep: Class 24 contains 8963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396624.000000 Penalty: 84740.203125
Iteration 308Q: 25 clusters Score -1.583966e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176486 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330746 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273157 members 
Mstep: Class 14 contains 58011 members 
Mstep: Class 15 contains 44569 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103623 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19450 members 
Mstep: Class 21 contains 78328 members 
Mstep: Class 22 contains 338093 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 8949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396752.000000 Penalty: 84740.203125
Iteration 309Q: 25 clusters Score -1.583968e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176484 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330760 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273139 members 
Mstep: Class 14 contains 58008 members 
Mstep: Class 15 contains 44567 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103627 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 78277 members 
Mstep: Class 22 contains 338095 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 8936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396816.000000 Penalty: 84740.203125
Iteration 310Q: 25 clusters Score -1.583968e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176479 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330779 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273124 members 
Mstep: Class 14 contains 58002 members 
Mstep: Class 15 contains 44565 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103627 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19600 members 
Mstep: Class 21 contains 78220 members 
Mstep: Class 22 contains 338097 members 
Mstep: Class 23 contains 30481 members 
Mstep: Class 24 contains 8926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396752.000000 Penalty: 84740.203125
Iteration 311Q: 25 clusters Score -1.583968e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176473 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330801 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273106 members 
Mstep: Class 14 contains 57995 members 
Mstep: Class 15 contains 44568 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103633 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19667 members 
Mstep: Class 21 contains 78166 members 
Mstep: Class 22 contains 338100 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396720.000000 Penalty: 84740.203125
Iteration 312Q: 25 clusters Score -1.583967e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176456 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330824 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273090 members 
Mstep: Class 14 contains 57989 members 
Mstep: Class 15 contains 44567 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103637 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19733 members 
Mstep: Class 21 contains 78122 members 
Mstep: Class 22 contains 338105 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396768.000000 Penalty: 84740.203125
Iteration 313Q: 25 clusters Score -1.583968e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176447 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330834 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273076 members 
Mstep: Class 14 contains 57985 members 
Mstep: Class 15 contains 44566 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103642 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19804 members 
Mstep: Class 21 contains 78074 members 
Mstep: Class 22 contains 338104 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396848.000000 Penalty: 84740.203125
Iteration 314Q: 25 clusters Score -1.583968e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176436 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330846 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273061 members 
Mstep: Class 14 contains 57982 members 
Mstep: Class 15 contains 44566 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103646 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19866 members 
Mstep: Class 21 contains 78033 members 
Mstep: Class 22 contains 338113 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396800.000000 Penalty: 84740.203125
Iteration 315Q: 25 clusters Score -1.583968e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176419 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330860 members 
Mstep: Class 6 contains 8335 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273042 members 
Mstep: Class 14 contains 57980 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103656 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19909 members 
Mstep: Class 21 contains 78005 members 
Mstep: Class 22 contains 338132 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 8853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396688.000000 Penalty: 84740.203125
Iteration 316Q: 25 clusters Score -1.583967e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176404 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330871 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 273016 members 
Mstep: Class 14 contains 57979 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103665 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 19959 members 
Mstep: Class 21 contains 77956 members 
Mstep: Class 22 contains 338163 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 8842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396688.000000 Penalty: 84740.203125
Iteration 317Q: 25 clusters Score -1.583967e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176385 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330879 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272992 members 
Mstep: Class 14 contains 57979 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103674 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20008 members 
Mstep: Class 21 contains 77922 members 
Mstep: Class 22 contains 338176 members 
Mstep: Class 23 contains 30480 members 
Mstep: Class 24 contains 8834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 318Q: 25 clusters Score -1.583966e+08 nChanged 177
Entering ConstructFrom: 
Score: -158396640.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (29142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Entering Unmasked Estep 
Score: -2828656.500000 Penalty: 2549.424072
	Iteration 0F: 2 clusters Score -2828656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2808589.500000 Penalty: 5098.848145
	Iteration 0F: 3 clusters Score -2808590 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2815673.250000 Penalty: 5098.848145
	Iteration 1F: 3 clusters Score -2815673 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2816293.000000 Penalty: 5098.848145
	Iteration 2F: 3 clusters Score -2816293 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2816942.750000 Penalty: 5098.848145
	Iteration 3Q: 3 clusters Score -2816943 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2817554.750000 Penalty: 5098.848145
	Iteration 4Q: 3 clusters Score -2817555 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2818251.750000 Penalty: 5098.848145
	Iteration 5Q: 3 clusters Score -2818252 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2818961.500000 Penalty: 5098.848145
	Iteration 6Q: 3 clusters Score -2818962 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2819766.500000 Penalty: 5098.848145
	Iteration 7F: 3 clusters Score -2819766 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2820674.250000 Penalty: 5098.848145
	Iteration 8F: 3 clusters Score -2820674 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2821628.000000 Penalty: 5098.848145
	Iteration 9F: 3 clusters Score -2821628 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2822497.000000 Penalty: 5098.848145
	Iteration 10F: 3 clusters Score -2822497 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2823222.500000 Penalty: 5098.848145
	Iteration 11Q: 3 clusters Score -2823222 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2823791.000000 Penalty: 5098.848145
	Iteration 12Q: 3 clusters Score -2823791 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2824212.750000 Penalty: 5098.848145
	Iteration 13Q: 3 clusters Score -2824213 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2824519.750000 Penalty: 5098.848145
	Iteration 14Q: 3 clusters Score -2824520 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2824743.750000 Penalty: 5098.848145
	Iteration 15Q: 3 clusters Score -2824744 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2824932.500000 Penalty: 5098.848145
	Iteration 16Q: 3 clusters Score -2824932 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2825120.000000 Penalty: 5098.848145
	Iteration 17Q: 3 clusters Score -2825120 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2825252.000000 Penalty: 5098.848145
	Iteration 18Q: 3 clusters Score -2825252 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2825390.750000 Penalty: 5098.848145
	Iteration 19Q: 3 clusters Score -2825391 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2825487.500000 Penalty: 5098.848145
	Iteration 20F: 3 clusters Score -2825488 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2825612.500000 Penalty: 5098.848145
	Iteration 21Q: 3 clusters Score -2825612 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2825732.500000 Penalty: 5098.848145
	Iteration 22Q: 3 clusters Score -2825732 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2825852.000000 Penalty: 5098.848145
	Iteration 23Q: 3 clusters Score -2825852 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2825950.750000 Penalty: 5098.848145
	Iteration 24Q: 3 clusters Score -2825951 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2826051.250000 Penalty: 5098.848145
	Iteration 25Q: 3 clusters Score -2826051 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2826155.250000 Penalty: 5098.848145
	Iteration 26Q: 3 clusters Score -2826155 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2826257.000000 Penalty: 5098.848145
	Iteration 27Q: 3 clusters Score -2826257 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2826365.250000 Penalty: 5098.848145
	Iteration 28Q: 3 clusters Score -2826365 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2826445.250000 Penalty: 5098.848145
	Iteration 29Q: 3 clusters Score -2826445 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2826524.500000 Penalty: 5098.848145
	Iteration 30Q: 3 clusters Score -2826524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2826580.750000 Penalty: 5098.848145
	Iteration 31Q: 3 clusters Score -2826581 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2826638.500000 Penalty: 5098.848145
	Iteration 32Q: 3 clusters Score -2826638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2826690.000000 Penalty: 5098.848145
	Iteration 33Q: 3 clusters Score -2826690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2826746.750000 Penalty: 5098.848145
	Iteration 34Q: 3 clusters Score -2826747 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2826794.000000 Penalty: 5098.848145
	Iteration 35Q: 3 clusters Score -2826794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2826850.750000 Penalty: 5098.848145
	Iteration 36Q: 3 clusters Score -2826851 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2826894.750000 Penalty: 5098.848145
	Iteration 37Q: 3 clusters Score -2826895 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2826936.250000 Penalty: 5098.848145
	Iteration 38Q: 3 clusters Score -2826936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2826963.750000 Penalty: 5098.848145
	Iteration 39Q: 3 clusters Score -2826964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2826998.250000 Penalty: 5098.848145
	Iteration 40F: 3 clusters Score -2826998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2827028.000000 Penalty: 5098.848145
	Iteration 41Q: 3 clusters Score -2827028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2827041.500000 Penalty: 5098.848145
	Iteration 42Q: 3 clusters Score -2827042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2827074.500000 Penalty: 5098.848145
	Iteration 43Q: 3 clusters Score -2827074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2827091.750000 Penalty: 5098.848145
	Iteration 44Q: 3 clusters Score -2827092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2827106.250000 Penalty: 5098.848145
	Iteration 45Q: 3 clusters Score -2827106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2827126.750000 Penalty: 5098.848145
	Iteration 46Q: 3 clusters Score -2827127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2827144.750000 Penalty: 5098.848145
	Iteration 47Q: 3 clusters Score -2827145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2827160.000000 Penalty: 5098.848145
	Iteration 48Q: 3 clusters Score -2827160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2827180.500000 Penalty: 5098.848145
	Iteration 49Q: 3 clusters Score -2827180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2827197.750000 Penalty: 5098.848145
	Iteration 50Q: 3 clusters Score -2827198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2827206.500000 Penalty: 5098.848145
	Iteration 51Q: 3 clusters Score -2827206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2827211.750000 Penalty: 5098.848145
	Iteration 52Q: 3 clusters Score -2827212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2827221.250000 Penalty: 5098.848145
	Iteration 53Q: 3 clusters Score -2827221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2827225.000000 Penalty: 5098.848145
	Iteration 54Q: 3 clusters Score -2827225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2827234.500000 Penalty: 5098.848145
	Iteration 55Q: 3 clusters Score -2827234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2827241.500000 Penalty: 5098.848145
	Iteration 56Q: 3 clusters Score -2827242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2827252.500000 Penalty: 5098.848145
	Iteration 57Q: 3 clusters Score -2827252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2827253.000000 Penalty: 5098.848145
	Iteration 58Q: 3 clusters Score -2827253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2827263.750000 Penalty: 5098.848145
	Iteration 59Q: 3 clusters Score -2827264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2827261.250000 Penalty: 5098.848145
	Iteration 60F: 3 clusters Score -2827261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2827262.750000 Penalty: 5098.848145
	Iteration 61Q: 3 clusters Score -2827263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2827265.500000 Penalty: 5098.848145
	Iteration 62Q: 3 clusters Score -2827266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2827265.250000 Penalty: 5098.848145
	Iteration 63Q: 3 clusters Score -2827265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2827264.500000 Penalty: 5098.848145
	Iteration 64Q: 3 clusters Score -2827264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2827267.000000 Penalty: 5098.848145
	Iteration 65Q: 3 clusters Score -2827267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2827267.250000 Penalty: 5098.848145
	Iteration 66Q: 3 clusters Score -2827267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2827272.000000 Penalty: 5098.848145
	Iteration 67Q: 3 clusters Score -2827272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2827272.000000 Penalty: 5098.848145
	Iteration 68Q: 3 clusters Score -2827272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2827273.000000 Penalty: 5098.848145
	Iteration 69Q: 3 clusters Score -2827273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2827275.000000 Penalty: 5098.848145
	Iteration 70Q: 3 clusters Score -2827275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2827275.250000 Penalty: 5098.848145
	Iteration 71Q: 3 clusters Score -2827275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2827275.250000 Penalty: 5098.848145
	Iteration 72F: 3 clusters Score -2827275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -283730.218750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -283730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -280362.031250 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -280362 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -281094.656250 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -281094.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -281278.750000 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -281278.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -281375.812500 Penalty: 4007.336914
	Iteration 3Q: 3 clusters Score -281375.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -281446.937500 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -281446.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -281500.375000 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -281500.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -281552.125000 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -281552.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -281603.593750 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -281603.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -281642.593750 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -281642.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281675.187500 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -281675.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -281701.625000 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -281701.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -281728.843750 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -281728.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -281753.375000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -281753.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -281777.843750 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -281777.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -281801.218750 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -281801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -281825.437500 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -281825.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -281842.906250 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -281842.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -281857.312500 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -281857.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -281871.343750 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -281871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -281880.781250 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -281880.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -281897.718750 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -281897.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -281915.468750 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -281915.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -281937.312500 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -281937.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -281953.812500 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -281953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -281967.031250 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -281967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -281986.718750 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -281986.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -282006.812500 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -282006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -282024.750000 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -282024.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -282040.468750 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -282040.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -282052.781250 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -282052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -282061.468750 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -282061.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -282069.375000 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -282069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -282077.718750 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -282077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -282084.937500 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -282084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -282089.062500 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -282089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -282097.593750 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -282097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -282102.843750 Penalty: 4007.336914
	Iteration 36Q: 3 clusters Score -282102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -282112.437500 Penalty: 4007.336914
	Iteration 37Q: 3 clusters Score -282112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -282121.125000 Penalty: 4007.336914
	Iteration 38Q: 3 clusters Score -282121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -282125.750000 Penalty: 4007.336914
	Iteration 39Q: 3 clusters Score -282125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -282128.343750 Penalty: 4007.336914
	Iteration 40F: 3 clusters Score -282128.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -282132.000000 Penalty: 4007.336914
	Iteration 41Q: 3 clusters Score -282132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -282134.437500 Penalty: 4007.336914
	Iteration 42Q: 3 clusters Score -282134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -282136.781250 Penalty: 4007.336914
	Iteration 43Q: 3 clusters Score -282136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -282137.062500 Penalty: 4007.336914
	Iteration 44Q: 3 clusters Score -282137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -282137.968750 Penalty: 4007.336914
	Iteration 45Q: 3 clusters Score -282138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -282137.968750 Penalty: 4007.336914
	Iteration 46F: 3 clusters Score -282138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176368 members 
Entering Unmasked Estep 
Score: -18877282.000000 Penalty: 2995.921387
	Iteration 0F: 2 clusters Score -1.887728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -18759402.000000 Penalty: 5991.842773
	Iteration 0F: 3 clusters Score -1.87594e+07 nChanged 84737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -18808296.000000 Penalty: 5991.842773
	Iteration 1F: 3 clusters Score -1.88083e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -18809156.000000 Penalty: 5991.842773
	Iteration 2Q: 3 clusters Score -1.880916e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -18809980.000000 Penalty: 5991.842773
	Iteration 3Q: 3 clusters Score -1.880998e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -18811068.000000 Penalty: 5991.842773
	Iteration 4Q: 3 clusters Score -1.881107e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -18812384.000000 Penalty: 5991.842773
	Iteration 5Q: 3 clusters Score -1.881238e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -18813900.000000 Penalty: 5991.842773
	Iteration 6Q: 3 clusters Score -1.88139e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -18815602.000000 Penalty: 5991.842773
	Iteration 7Q: 3 clusters Score -1.88156e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -18818390.000000 Penalty: 5991.842773
	Iteration 8Q: 3 clusters Score -1.881839e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -18822590.000000 Penalty: 5991.842773
	Iteration 9F: 3 clusters Score -1.882259e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -18829192.000000 Penalty: 5991.842773
	Iteration 10F: 3 clusters Score -1.882919e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -18838590.000000 Penalty: 5991.842773
	Iteration 11F: 3 clusters Score -1.883859e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -18849100.000000 Penalty: 5991.842773
	Iteration 12F: 3 clusters Score -1.88491e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 137632 members 
Entering Unmasked Estep 
Score: -18857658.000000 Penalty: 5991.842773
	Iteration 13F: 3 clusters Score -1.885766e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -18862262.000000 Penalty: 5991.842773
	Iteration 14Q: 3 clusters Score -1.886226e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 145971 members 
Entering Unmasked Estep 
Score: -18864654.000000 Penalty: 5991.842773
	Iteration 15Q: 3 clusters Score -1.886465e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 149040 members 
Entering Unmasked Estep 
Score: -18866044.000000 Penalty: 5991.842773
	Iteration 16Q: 3 clusters Score -1.886604e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -18867206.000000 Penalty: 5991.842773
	Iteration 17Q: 3 clusters Score -1.886721e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -18868354.000000 Penalty: 5991.842773
	Iteration 18Q: 3 clusters Score -1.886835e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 156576 members 
Entering Unmasked Estep 
Score: -18869304.000000 Penalty: 5991.842773
	Iteration 19Q: 3 clusters Score -1.88693e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -18870272.000000 Penalty: 5991.842773
	Iteration 20F: 3 clusters Score -1.887027e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 160642 members 
Entering Unmasked Estep 
Score: -18871090.000000 Penalty: 5991.842773
	Iteration 21Q: 3 clusters Score -1.887109e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 162433 members 
Entering Unmasked Estep 
Score: -18871846.000000 Penalty: 5991.842773
	Iteration 22Q: 3 clusters Score -1.887185e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -18872424.000000 Penalty: 5991.842773
	Iteration 23Q: 3 clusters Score -1.887242e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -18872970.000000 Penalty: 5991.842773
	Iteration 24Q: 3 clusters Score -1.887297e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -18873438.000000 Penalty: 5991.842773
	Iteration 25Q: 3 clusters Score -1.887344e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -18873818.000000 Penalty: 5991.842773
	Iteration 26Q: 3 clusters Score -1.887382e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 168603 members 
Entering Unmasked Estep 
Score: -18874102.000000 Penalty: 5991.842773
	Iteration 27Q: 3 clusters Score -1.88741e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 169319 members 
Entering Unmasked Estep 
Score: -18874408.000000 Penalty: 5991.842773
	Iteration 28Q: 3 clusters Score -1.887441e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -18874562.000000 Penalty: 5991.842773
	Iteration 29Q: 3 clusters Score -1.887456e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -18874672.000000 Penalty: 5991.842773
	Iteration 30Q: 3 clusters Score -1.887467e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 170928 members 
Entering Unmasked Estep 
Score: -18874736.000000 Penalty: 5991.842773
	Iteration 31Q: 3 clusters Score -1.887474e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -18874872.000000 Penalty: 5991.842773
	Iteration 32Q: 3 clusters Score -1.887487e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -18874992.000000 Penalty: 5991.842773
	Iteration 33Q: 3 clusters Score -1.887499e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -18875062.000000 Penalty: 5991.842773
	Iteration 34Q: 3 clusters Score -1.887506e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -18875160.000000 Penalty: 5991.842773
	Iteration 35Q: 3 clusters Score -1.887516e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -18875170.000000 Penalty: 5991.842773
	Iteration 36Q: 3 clusters Score -1.887517e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 172360 members 
Entering Unmasked Estep 
Score: -18875162.000000 Penalty: 5991.842773
	Iteration 37Q: 3 clusters Score -1.887516e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -18875148.000000 Penalty: 5991.842773
	Iteration 38Q: 3 clusters Score -1.887515e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 172612 members 
Entering Unmasked Estep 
Score: -18875190.000000 Penalty: 5991.842773
	Iteration 39Q: 3 clusters Score -1.887519e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 172740 members 
Entering Unmasked Estep 
Score: -18875226.000000 Penalty: 5991.842773
	Iteration 40F: 3 clusters Score -1.887523e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 172840 members 
Entering Unmasked Estep 
Score: -18875228.000000 Penalty: 5991.842773
	Iteration 41Q: 3 clusters Score -1.887523e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -18875286.000000 Penalty: 5991.842773
	Iteration 42Q: 3 clusters Score -1.887529e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -18875294.000000 Penalty: 5991.842773
	Iteration 43Q: 3 clusters Score -1.887529e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 173126 members 
Entering Unmasked Estep 
Score: -18875300.000000 Penalty: 5991.842773
	Iteration 44Q: 3 clusters Score -1.88753e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -18875330.000000 Penalty: 5991.842773
	Iteration 45Q: 3 clusters Score -1.887533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 173265 members 
Entering Unmasked Estep 
Score: -18875366.000000 Penalty: 5991.842773
	Iteration 46Q: 3 clusters Score -1.887537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 173308 members 
Entering Unmasked Estep 
Score: -18875362.000000 Penalty: 5991.842773
	Iteration 47Q: 3 clusters Score -1.887536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 173357 members 
Entering Unmasked Estep 
Score: -18875366.000000 Penalty: 5991.842773
	Iteration 48Q: 3 clusters Score -1.887537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -18875370.000000 Penalty: 5991.842773
	Iteration 49Q: 3 clusters Score -1.887537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 173414 members 
Entering Unmasked Estep 
Score: -18875346.000000 Penalty: 5991.842773
	Iteration 50Q: 3 clusters Score -1.887535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -18875350.000000 Penalty: 5991.842773
	Iteration 51Q: 3 clusters Score -1.887535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 173450 members 
Entering Unmasked Estep 
Score: -18875370.000000 Penalty: 5991.842773
	Iteration 52Q: 3 clusters Score -1.887537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -18875376.000000 Penalty: 5991.842773
	Iteration 53Q: 3 clusters Score -1.887538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -18875358.000000 Penalty: 5991.842773
	Iteration 54Q: 3 clusters Score -1.887536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -18875380.000000 Penalty: 5991.842773
	Iteration 55Q: 3 clusters Score -1.887538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 173538 members 
Entering Unmasked Estep 
Score: -18875386.000000 Penalty: 5991.842773
	Iteration 56Q: 3 clusters Score -1.887539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 173560 members 
Entering Unmasked Estep 
Score: -18875390.000000 Penalty: 5991.842773
	Iteration 57Q: 3 clusters Score -1.887539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 173574 members 
Entering Unmasked Estep 
Score: -18875384.000000 Penalty: 5991.842773
	Iteration 58Q: 3 clusters Score -1.887538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 173592 members 
Entering Unmasked Estep 
Score: -18875378.000000 Penalty: 5991.842773
	Iteration 59Q: 3 clusters Score -1.887538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -18875378.000000 Penalty: 5991.842773
	Iteration 60F: 3 clusters Score -1.887538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 173630 members 
Entering Unmasked Estep 
Score: -18875420.000000 Penalty: 5991.842773
	Iteration 61Q: 3 clusters Score -1.887542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -18875424.000000 Penalty: 5991.842773
	Iteration 62Q: 3 clusters Score -1.887542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 173662 members 
Entering Unmasked Estep 
Score: -18875426.000000 Penalty: 5991.842773
	Iteration 63Q: 3 clusters Score -1.887543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 173683 members 
Entering Unmasked Estep 
Score: -18875406.000000 Penalty: 5991.842773
	Iteration 64Q: 3 clusters Score -1.887541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 173704 members 
Entering Unmasked Estep 
Score: -18875394.000000 Penalty: 5991.842773
	Iteration 65Q: 3 clusters Score -1.887539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 173720 members 
Entering Unmasked Estep 
Score: -18875406.000000 Penalty: 5991.842773
	Iteration 66Q: 3 clusters Score -1.887541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -18875412.000000 Penalty: 5991.842773
	Iteration 67Q: 3 clusters Score -1.887541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -18875390.000000 Penalty: 5991.842773
	Iteration 68Q: 3 clusters Score -1.887539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 173774 members 
Entering Unmasked Estep 
Score: -18875402.000000 Penalty: 5991.842773
	Iteration 69Q: 3 clusters Score -1.88754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 173794 members 
Entering Unmasked Estep 
Score: -18875422.000000 Penalty: 5991.842773
	Iteration 70Q: 3 clusters Score -1.887542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 173809 members 
Entering Unmasked Estep 
Score: -18875432.000000 Penalty: 5991.842773
	Iteration 71Q: 3 clusters Score -1.887543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 173827 members 
Entering Unmasked Estep 
Score: -18875438.000000 Penalty: 5991.842773
	Iteration 72Q: 3 clusters Score -1.887544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -18875400.000000 Penalty: 5991.842773
	Iteration 73Q: 3 clusters Score -1.88754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 173854 members 
Entering Unmasked Estep 
Score: -18875402.000000 Penalty: 5991.842773
	Iteration 74Q: 3 clusters Score -1.88754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -18875396.000000 Penalty: 5991.842773
	Iteration 75Q: 3 clusters Score -1.88754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 173888 members 
Entering Unmasked Estep 
Score: -18875428.000000 Penalty: 5991.842773
	Iteration 76Q: 3 clusters Score -1.887543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -18875436.000000 Penalty: 5991.842773
	Iteration 77Q: 3 clusters Score -1.887544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -18875432.000000 Penalty: 5991.842773
	Iteration 78Q: 3 clusters Score -1.887543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 173933 members 
Entering Unmasked Estep 
Score: -18875482.000000 Penalty: 5991.842773
	Iteration 79Q: 3 clusters Score -1.887548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -18875480.000000 Penalty: 5991.842773
	Iteration 80F: 3 clusters Score -1.887548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18875474.000000 Penalty: 5991.842773
	Iteration 81Q: 3 clusters Score -1.887547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18875474.000000 Penalty: 5991.842773
	Iteration 82F: 3 clusters Score -1.887547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -123276.218750 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -123276.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -121130.625000 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -121130.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121474.031250 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -121474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -121616.507812 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -121616.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121685.781250 Penalty: 3539.695557
	Iteration 3Q: 3 clusters Score -121685.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -121739.929688 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -121739.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121804.148438 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -121804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -121867.007812 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -121867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121927.460938 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -121927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121964.882812 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -121964.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121986.726562 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -121986.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122015.742188 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -122015.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122035.523438 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -122035.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122061.367188 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -122061.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122084.601562 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -122084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122094.835938 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -122094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122100.234375 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -122100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122109.101562 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -122109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122116.562500 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -122116.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122123.945312 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -122123.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122128.429688 Penalty: 3539.695557
	Iteration 19Q: 3 clusters Score -122128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122132.218750 Penalty: 3539.695557
	Iteration 20F: 3 clusters Score -122132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122138.265625 Penalty: 3539.695557
	Iteration 21Q: 3 clusters Score -122138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122141.671875 Penalty: 3539.695557
	Iteration 22Q: 3 clusters Score -122141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -122144.851562 Penalty: 3539.695557
	Iteration 23Q: 3 clusters Score -122144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122150.281250 Penalty: 3539.695557
	Iteration 24Q: 3 clusters Score -122150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122159.898438 Penalty: 3539.695557
	Iteration 25Q: 3 clusters Score -122159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122169.898438 Penalty: 3539.695557
	Iteration 26Q: 3 clusters Score -122169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122176.164062 Penalty: 3539.695557
	Iteration 27Q: 3 clusters Score -122176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122186.546875 Penalty: 3539.695557
	Iteration 28Q: 3 clusters Score -122186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122191.750000 Penalty: 3539.695557
	Iteration 29Q: 3 clusters Score -122191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122194.429688 Penalty: 3539.695557
	Iteration 30Q: 3 clusters Score -122194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122199.171875 Penalty: 3539.695557
	Iteration 31Q: 3 clusters Score -122199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122203.250000 Penalty: 3539.695557
	Iteration 32Q: 3 clusters Score -122203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -122209.078125 Penalty: 3539.695557
	Iteration 33Q: 3 clusters Score -122209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122209.695312 Penalty: 3539.695557
	Iteration 34Q: 3 clusters Score -122209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122209.695312 Penalty: 3539.695557
	Iteration 35F: 3 clusters Score -122209.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330887 members 
Entering Unmasked Estep 
Score: -35086552.000000 Penalty: 3151.963867
	Iteration 0F: 2 clusters Score -3.508655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -34868664.000000 Penalty: 6303.927734
	Iteration 0F: 3 clusters Score -3.486866e+07 nChanged 160584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -34964832.000000 Penalty: 6303.927734
	Iteration 1F: 3 clusters Score -3.496483e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -34967436.000000 Penalty: 6303.927734
	Iteration 2Q: 3 clusters Score -3.496744e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 174806 members 
Entering Unmasked Estep 
Score: -34971772.000000 Penalty: 6303.927734
	Iteration 3Q: 3 clusters Score -3.497177e+07 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 181668 members 
Entering Unmasked Estep 
Score: -34978420.000000 Penalty: 6303.927734
	Iteration 4Q: 3 clusters Score -3.497842e+07 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138912 members 
Mstep: Class 2 contains 191975 members 
Entering Unmasked Estep 
Score: -34988700.000000 Penalty: 6303.927734
	Iteration 5F: 3 clusters Score -3.49887e+07 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 206020 members 
Entering Unmasked Estep 
Score: -35005208.000000 Penalty: 6303.927734
	Iteration 6F: 3 clusters Score -3.500521e+07 nChanged 24947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 221835 members 
Entering Unmasked Estep 
Score: -35026860.000000 Penalty: 6303.927734
	Iteration 7F: 3 clusters Score -3.502686e+07 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 234587 members 
Entering Unmasked Estep 
Score: -35047948.000000 Penalty: 6303.927734
	Iteration 8F: 3 clusters Score -3.504795e+07 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 242034 members 
Entering Unmasked Estep 
Score: -35057960.000000 Penalty: 6303.927734
	Iteration 9Q: 3 clusters Score -3.505796e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 247295 members 
Entering Unmasked Estep 
Score: -35061524.000000 Penalty: 6303.927734
	Iteration 10Q: 3 clusters Score -3.506152e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 252026 members 
Entering Unmasked Estep 
Score: -35063300.000000 Penalty: 6303.927734
	Iteration 11Q: 3 clusters Score -3.50633e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 256654 members 
Entering Unmasked Estep 
Score: -35064764.000000 Penalty: 6303.927734
	Iteration 12Q: 3 clusters Score -3.506476e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 261181 members 
Entering Unmasked Estep 
Score: -35066076.000000 Penalty: 6303.927734
	Iteration 13Q: 3 clusters Score -3.506608e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 265755 members 
Entering Unmasked Estep 
Score: -35067504.000000 Penalty: 6303.927734
	Iteration 14Q: 3 clusters Score -3.50675e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 270224 members 
Entering Unmasked Estep 
Score: -35068952.000000 Penalty: 6303.927734
	Iteration 15Q: 3 clusters Score -3.506895e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 274538 members 
Entering Unmasked Estep 
Score: -35070444.000000 Penalty: 6303.927734
	Iteration 16Q: 3 clusters Score -3.507044e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 278697 members 
Entering Unmasked Estep 
Score: -35071796.000000 Penalty: 6303.927734
	Iteration 17Q: 3 clusters Score -3.50718e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 282763 members 
Entering Unmasked Estep 
Score: -35073128.000000 Penalty: 6303.927734
	Iteration 18Q: 3 clusters Score -3.507313e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 286689 members 
Entering Unmasked Estep 
Score: -35074356.000000 Penalty: 6303.927734
	Iteration 19Q: 3 clusters Score -3.507436e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 290568 members 
Entering Unmasked Estep 
Score: -35075384.000000 Penalty: 6303.927734
	Iteration 20F: 3 clusters Score -3.507538e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 294198 members 
Entering Unmasked Estep 
Score: -35076428.000000 Penalty: 6303.927734
	Iteration 21Q: 3 clusters Score -3.507643e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 297519 members 
Entering Unmasked Estep 
Score: -35077676.000000 Penalty: 6303.927734
	Iteration 22Q: 3 clusters Score -3.507768e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 300636 members 
Entering Unmasked Estep 
Score: -35078752.000000 Penalty: 6303.927734
	Iteration 23Q: 3 clusters Score -3.507875e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 303533 members 
Entering Unmasked Estep 
Score: -35079608.000000 Penalty: 6303.927734
	Iteration 24Q: 3 clusters Score -3.507961e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 306200 members 
Entering Unmasked Estep 
Score: -35080460.000000 Penalty: 6303.927734
	Iteration 25Q: 3 clusters Score -3.508046e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 308734 members 
Entering Unmasked Estep 
Score: -35081136.000000 Penalty: 6303.927734
	Iteration 26Q: 3 clusters Score -3.508114e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 311003 members 
Entering Unmasked Estep 
Score: -35081672.000000 Penalty: 6303.927734
	Iteration 27Q: 3 clusters Score -3.508167e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 313118 members 
Entering Unmasked Estep 
Score: -35082404.000000 Penalty: 6303.927734
	Iteration 28Q: 3 clusters Score -3.50824e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 315017 members 
Entering Unmasked Estep 
Score: -35082912.000000 Penalty: 6303.927734
	Iteration 29Q: 3 clusters Score -3.508291e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 316654 members 
Entering Unmasked Estep 
Score: -35083204.000000 Penalty: 6303.927734
	Iteration 30Q: 3 clusters Score -3.50832e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 318095 members 
Entering Unmasked Estep 
Score: -35083784.000000 Penalty: 6303.927734
	Iteration 31Q: 3 clusters Score -3.508378e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 319369 members 
Entering Unmasked Estep 
Score: -35084060.000000 Penalty: 6303.927734
	Iteration 32Q: 3 clusters Score -3.508406e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 320489 members 
Entering Unmasked Estep 
Score: -35084316.000000 Penalty: 6303.927734
	Iteration 33Q: 3 clusters Score -3.508432e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 321463 members 
Entering Unmasked Estep 
Score: -35084452.000000 Penalty: 6303.927734
	Iteration 34Q: 3 clusters Score -3.508445e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 322295 members 
Entering Unmasked Estep 
Score: -35084780.000000 Penalty: 6303.927734
	Iteration 35Q: 3 clusters Score -3.508478e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 323032 members 
Entering Unmasked Estep 
Score: -35084836.000000 Penalty: 6303.927734
	Iteration 36Q: 3 clusters Score -3.508484e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 323629 members 
Entering Unmasked Estep 
Score: -35084876.000000 Penalty: 6303.927734
	Iteration 37Q: 3 clusters Score -3.508488e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 324111 members 
Entering Unmasked Estep 
Score: -35085024.000000 Penalty: 6303.927734
	Iteration 38Q: 3 clusters Score -3.508502e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 324484 members 
Entering Unmasked Estep 
Score: -35085100.000000 Penalty: 6303.927734
	Iteration 39Q: 3 clusters Score -3.50851e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 324835 members 
Entering Unmasked Estep 
Score: -35085176.000000 Penalty: 6303.927734
	Iteration 40F: 3 clusters Score -3.508518e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 325153 members 
Entering Unmasked Estep 
Score: -35085220.000000 Penalty: 6303.927734
	Iteration 41Q: 3 clusters Score -3.508522e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 325426 members 
Entering Unmasked Estep 
Score: -35085196.000000 Penalty: 6303.927734
	Iteration 42Q: 3 clusters Score -3.50852e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 325660 members 
Entering Unmasked Estep 
Score: -35085308.000000 Penalty: 6303.927734
	Iteration 43Q: 3 clusters Score -3.508531e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 325874 members 
Entering Unmasked Estep 
Score: -35085280.000000 Penalty: 6303.927734
	Iteration 44Q: 3 clusters Score -3.508528e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 326051 members 
Entering Unmasked Estep 
Score: -35085312.000000 Penalty: 6303.927734
	Iteration 45Q: 3 clusters Score -3.508531e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 326240 members 
Entering Unmasked Estep 
Score: -35085384.000000 Penalty: 6303.927734
	Iteration 46Q: 3 clusters Score -3.508538e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 326399 members 
Entering Unmasked Estep 
Score: -35085348.000000 Penalty: 6303.927734
	Iteration 47Q: 3 clusters Score -3.508535e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 326541 members 
Entering Unmasked Estep 
Score: -35085340.000000 Penalty: 6303.927734
	Iteration 48Q: 3 clusters Score -3.508534e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 326666 members 
Entering Unmasked Estep 
Score: -35085400.000000 Penalty: 6303.927734
	Iteration 49Q: 3 clusters Score -3.50854e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 326780 members 
Entering Unmasked Estep 
Score: -35085400.000000 Penalty: 6303.927734
	Iteration 50Q: 3 clusters Score -3.50854e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 326871 members 
Entering Unmasked Estep 
Score: -35085424.000000 Penalty: 6303.927734
	Iteration 51Q: 3 clusters Score -3.508542e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 326962 members 
Entering Unmasked Estep 
Score: -35085432.000000 Penalty: 6303.927734
	Iteration 52Q: 3 clusters Score -3.508543e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 327040 members 
Entering Unmasked Estep 
Score: -35085476.000000 Penalty: 6303.927734
	Iteration 53Q: 3 clusters Score -3.508548e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 327122 members 
Entering Unmasked Estep 
Score: -35085488.000000 Penalty: 6303.927734
	Iteration 54Q: 3 clusters Score -3.508549e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 327200 members 
Entering Unmasked Estep 
Score: -35085536.000000 Penalty: 6303.927734
	Iteration 55Q: 3 clusters Score -3.508554e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 327243 members 
Entering Unmasked Estep 
Score: -35085532.000000 Penalty: 6303.927734
	Iteration 56Q: 3 clusters Score -3.508553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 327279 members 
Entering Unmasked Estep 
Score: -35085520.000000 Penalty: 6303.927734
	Iteration 57Q: 3 clusters Score -3.508552e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 327323 members 
Entering Unmasked Estep 
Score: -35085524.000000 Penalty: 6303.927734
	Iteration 58Q: 3 clusters Score -3.508552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 327368 members 
Entering Unmasked Estep 
Score: -35085564.000000 Penalty: 6303.927734
	Iteration 59Q: 3 clusters Score -3.508556e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 327414 members 
Entering Unmasked Estep 
Score: -35085544.000000 Penalty: 6303.927734
	Iteration 60F: 3 clusters Score -3.508554e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 327460 members 
Entering Unmasked Estep 
Score: -35085548.000000 Penalty: 6303.927734
	Iteration 61Q: 3 clusters Score -3.508555e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 327499 members 
Entering Unmasked Estep 
Score: -35085536.000000 Penalty: 6303.927734
	Iteration 62Q: 3 clusters Score -3.508554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 327535 members 
Entering Unmasked Estep 
Score: -35085560.000000 Penalty: 6303.927734
	Iteration 63Q: 3 clusters Score -3.508556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 327570 members 
Entering Unmasked Estep 
Score: -35085588.000000 Penalty: 6303.927734
	Iteration 64Q: 3 clusters Score -3.508559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 327597 members 
Entering Unmasked Estep 
Score: -35085596.000000 Penalty: 6303.927734
	Iteration 65Q: 3 clusters Score -3.50856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 327616 members 
Entering Unmasked Estep 
Score: -35085620.000000 Penalty: 6303.927734
	Iteration 66Q: 3 clusters Score -3.508562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 327632 members 
Entering Unmasked Estep 
Score: -35085588.000000 Penalty: 6303.927734
	Iteration 67Q: 3 clusters Score -3.508559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 327648 members 
Entering Unmasked Estep 
Score: -35085552.000000 Penalty: 6303.927734
	Iteration 68Q: 3 clusters Score -3.508555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 327660 members 
Entering Unmasked Estep 
Score: -35085556.000000 Penalty: 6303.927734
	Iteration 69Q: 3 clusters Score -3.508556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 327678 members 
Entering Unmasked Estep 
Score: -35085568.000000 Penalty: 6303.927734
	Iteration 70Q: 3 clusters Score -3.508557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 327703 members 
Entering Unmasked Estep 
Score: -35085588.000000 Penalty: 6303.927734
	Iteration 71Q: 3 clusters Score -3.508559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 327721 members 
Entering Unmasked Estep 
Score: -35085604.000000 Penalty: 6303.927734
	Iteration 72Q: 3 clusters Score -3.50856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 327734 members 
Entering Unmasked Estep 
Score: -35085584.000000 Penalty: 6303.927734
	Iteration 73Q: 3 clusters Score -3.508558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 327743 members 
Entering Unmasked Estep 
Score: -35085596.000000 Penalty: 6303.927734
	Iteration 74Q: 3 clusters Score -3.50856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 327758 members 
Entering Unmasked Estep 
Score: -35085580.000000 Penalty: 6303.927734
	Iteration 75Q: 3 clusters Score -3.508558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 327783 members 
Entering Unmasked Estep 
Score: -35085572.000000 Penalty: 6303.927734
	Iteration 76Q: 3 clusters Score -3.508557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 327805 members 
Entering Unmasked Estep 
Score: -35085548.000000 Penalty: 6303.927734
	Iteration 77Q: 3 clusters Score -3.508555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 327821 members 
Entering Unmasked Estep 
Score: -35085532.000000 Penalty: 6303.927734
	Iteration 78Q: 3 clusters Score -3.508553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 327831 members 
Entering Unmasked Estep 
Score: -35085516.000000 Penalty: 6303.927734
	Iteration 79Q: 3 clusters Score -3.508552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 327843 members 
Entering Unmasked Estep 
Score: -35085524.000000 Penalty: 6303.927734
	Iteration 80F: 3 clusters Score -3.508552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 327850 members 
Entering Unmasked Estep 
Score: -35085548.000000 Penalty: 6303.927734
	Iteration 81Q: 3 clusters Score -3.508555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 327856 members 
Entering Unmasked Estep 
Score: -35085536.000000 Penalty: 6303.927734
	Iteration 82Q: 3 clusters Score -3.508554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 327869 members 
Entering Unmasked Estep 
Score: -35085592.000000 Penalty: 6303.927734
	Iteration 83Q: 3 clusters Score -3.508559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 327879 members 
Entering Unmasked Estep 
Score: -35085624.000000 Penalty: 6303.927734
	Iteration 84Q: 3 clusters Score -3.508562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 327889 members 
Entering Unmasked Estep 
Score: -35085620.000000 Penalty: 6303.927734
	Iteration 85Q: 3 clusters Score -3.508562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 327901 members 
Entering Unmasked Estep 
Score: -35085632.000000 Penalty: 6303.927734
	Iteration 86Q: 3 clusters Score -3.508563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 327918 members 
Entering Unmasked Estep 
Score: -35085628.000000 Penalty: 6303.927734
	Iteration 87Q: 3 clusters Score -3.508563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 327923 members 
Entering Unmasked Estep 
Score: -35085656.000000 Penalty: 6303.927734
	Iteration 88Q: 3 clusters Score -3.508566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 327938 members 
Entering Unmasked Estep 
Score: -35085656.000000 Penalty: 6303.927734
	Iteration 89Q: 3 clusters Score -3.508566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 327943 members 
Entering Unmasked Estep 
Score: -35085644.000000 Penalty: 6303.927734
	Iteration 90Q: 3 clusters Score -3.508564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 327941 members 
Entering Unmasked Estep 
Score: -35085648.000000 Penalty: 6303.927734
	Iteration 91Q: 3 clusters Score -3.508565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 327941 members 
Entering Unmasked Estep 
Score: -35085652.000000 Penalty: 6303.927734
	Iteration 92Q: 3 clusters Score -3.508565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 327940 members 
Entering Unmasked Estep 
Score: -35085648.000000 Penalty: 6303.927734
	Iteration 93Q: 3 clusters Score -3.508565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 327944 members 
Entering Unmasked Estep 
Score: -35085616.000000 Penalty: 6303.927734
	Iteration 94Q: 3 clusters Score -3.508562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 327945 members 
Entering Unmasked Estep 
Score: -35085604.000000 Penalty: 6303.927734
	Iteration 95Q: 3 clusters Score -3.50856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 327957 members 
Entering Unmasked Estep 
Score: -35085604.000000 Penalty: 6303.927734
	Iteration 96Q: 3 clusters Score -3.50856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 327965 members 
Entering Unmasked Estep 
Score: -35085612.000000 Penalty: 6303.927734
	Iteration 97Q: 3 clusters Score -3.508561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 327972 members 
Entering Unmasked Estep 
Score: -35085616.000000 Penalty: 6303.927734
	Iteration 98Q: 3 clusters Score -3.508562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 327976 members 
Entering Unmasked Estep 
Score: -35085644.000000 Penalty: 6303.927734
	Iteration 99Q: 3 clusters Score -3.508564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 327990 members 
Entering Unmasked Estep 
Score: -35085636.000000 Penalty: 6303.927734
	Iteration 100F: 3 clusters Score -3.508564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 328002 members 
Entering Unmasked Estep 
Score: -35085628.000000 Penalty: 6303.927734
	Iteration 101Q: 3 clusters Score -3.508563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 328012 members 
Entering Unmasked Estep 
Score: -35085632.000000 Penalty: 6303.927734
	Iteration 102Q: 3 clusters Score -3.508563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 328016 members 
Entering Unmasked Estep 
Score: -35085628.000000 Penalty: 6303.927734
	Iteration 103Q: 3 clusters Score -3.508563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 328020 members 
Entering Unmasked Estep 
Score: -35085660.000000 Penalty: 6303.927734
	Iteration 104Q: 3 clusters Score -3.508566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 328020 members 
Entering Unmasked Estep 
Score: -35085652.000000 Penalty: 6303.927734
	Iteration 105Q: 3 clusters Score -3.508565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 328022 members 
Entering Unmasked Estep 
Score: -35085652.000000 Penalty: 6303.927734
	Iteration 106Q: 3 clusters Score -3.508565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 328027 members 
Entering Unmasked Estep 
Score: -35085620.000000 Penalty: 6303.927734
	Iteration 107Q: 3 clusters Score -3.508562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 328034 members 
Entering Unmasked Estep 
Score: -35085580.000000 Penalty: 6303.927734
	Iteration 108Q: 3 clusters Score -3.508558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 328040 members 
Entering Unmasked Estep 
Score: -35085596.000000 Penalty: 6303.927734
	Iteration 109Q: 3 clusters Score -3.50856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 328048 members 
Entering Unmasked Estep 
Score: -35085608.000000 Penalty: 6303.927734
	Iteration 110Q: 3 clusters Score -3.508561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 328056 members 
Entering Unmasked Estep 
Score: -35085620.000000 Penalty: 6303.927734
	Iteration 111Q: 3 clusters Score -3.508562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 328064 members 
Entering Unmasked Estep 
Score: -35085608.000000 Penalty: 6303.927734
	Iteration 112Q: 3 clusters Score -3.508561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 328072 members 
Entering Unmasked Estep 
Score: -35085592.000000 Penalty: 6303.927734
	Iteration 113Q: 3 clusters Score -3.508559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 328073 members 
Entering Unmasked Estep 
Score: -35085588.000000 Penalty: 6303.927734
	Iteration 114Q: 3 clusters Score -3.508559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 328074 members 
Entering Unmasked Estep 
Score: -35085600.000000 Penalty: 6303.927734
	Iteration 115Q: 3 clusters Score -3.50856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 328080 members 
Entering Unmasked Estep 
Score: -35085596.000000 Penalty: 6303.927734
	Iteration 116Q: 3 clusters Score -3.50856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 328085 members 
Entering Unmasked Estep 
Score: -35085572.000000 Penalty: 6303.927734
	Iteration 117Q: 3 clusters Score -3.508557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 328088 members 
Entering Unmasked Estep 
Score: -35085572.000000 Penalty: 6303.927734
	Iteration 118Q: 3 clusters Score -3.508557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 328088 members 
Entering Unmasked Estep 
Score: -35085584.000000 Penalty: 6303.927734
	Iteration 119Q: 3 clusters Score -3.508558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 328090 members 
Entering Unmasked Estep 
Score: -35085620.000000 Penalty: 6303.927734
	Iteration 120F: 3 clusters Score -3.508562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 328090 members 
Entering Unmasked Estep 
Score: -35085604.000000 Penalty: 6303.927734
	Iteration 121Q: 3 clusters Score -3.50856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 328091 members 
Entering Unmasked Estep 
Score: -35085604.000000 Penalty: 6303.927734
	Iteration 122Q: 3 clusters Score -3.50856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 328091 members 
Entering Unmasked Estep 
Score: -35085604.000000 Penalty: 6303.927734
	Iteration 123F: 3 clusters Score -3.50856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -862601.562500 Penalty: 2239.295654
	Iteration 0F: 2 clusters Score -862601.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -855980.062500 Penalty: 4478.591309
	Iteration 0F: 3 clusters Score -855980.1 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -857815.500000 Penalty: 4478.591309
	Iteration 1F: 3 clusters Score -857815.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -858066.937500 Penalty: 4478.591309
	Iteration 2F: 3 clusters Score -858066.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -858248.437500 Penalty: 4478.591309
	Iteration 3Q: 3 clusters Score -858248.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -858381.125000 Penalty: 4478.591309
	Iteration 4Q: 3 clusters Score -858381.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -858486.687500 Penalty: 4478.591309
	Iteration 5Q: 3 clusters Score -858486.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -858566.562500 Penalty: 4478.591309
	Iteration 6Q: 3 clusters Score -858566.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -858634.437500 Penalty: 4478.591309
	Iteration 7Q: 3 clusters Score -858634.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -858691.062500 Penalty: 4478.591309
	Iteration 8Q: 3 clusters Score -858691.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -858742.500000 Penalty: 4478.591309
	Iteration 9Q: 3 clusters Score -858742.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -858792.250000 Penalty: 4478.591309
	Iteration 10Q: 3 clusters Score -858792.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -858836.250000 Penalty: 4478.591309
	Iteration 11Q: 3 clusters Score -858836.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -858880.125000 Penalty: 4478.591309
	Iteration 12Q: 3 clusters Score -858880.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -858920.812500 Penalty: 4478.591309
	Iteration 13Q: 3 clusters Score -858920.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -858953.750000 Penalty: 4478.591309
	Iteration 14Q: 3 clusters Score -858953.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -858986.875000 Penalty: 4478.591309
	Iteration 15Q: 3 clusters Score -858986.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -859016.375000 Penalty: 4478.591309
	Iteration 16Q: 3 clusters Score -859016.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -859045.000000 Penalty: 4478.591309
	Iteration 17Q: 3 clusters Score -859045 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -859079.875000 Penalty: 4478.591309
	Iteration 18Q: 3 clusters Score -859079.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -859116.000000 Penalty: 4478.591309
	Iteration 19Q: 3 clusters Score -859116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -859151.937500 Penalty: 4478.591309
	Iteration 20F: 3 clusters Score -859151.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -859187.500000 Penalty: 4478.591309
	Iteration 21Q: 3 clusters Score -859187.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -859227.750000 Penalty: 4478.591309
	Iteration 22Q: 3 clusters Score -859227.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -859280.250000 Penalty: 4478.591309
	Iteration 23Q: 3 clusters Score -859280.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -859329.937500 Penalty: 4478.591309
	Iteration 24Q: 3 clusters Score -859329.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -859378.312500 Penalty: 4478.591309
	Iteration 25Q: 3 clusters Score -859378.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -859425.812500 Penalty: 4478.591309
	Iteration 26Q: 3 clusters Score -859425.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -859481.062500 Penalty: 4478.591309
	Iteration 27Q: 3 clusters Score -859481.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -859541.000000 Penalty: 4478.591309
	Iteration 28Q: 3 clusters Score -859541 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -859600.937500 Penalty: 4478.591309
	Iteration 29Q: 3 clusters Score -859600.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -859659.625000 Penalty: 4478.591309
	Iteration 30Q: 3 clusters Score -859659.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -859721.375000 Penalty: 4478.591309
	Iteration 31Q: 3 clusters Score -859721.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -859776.625000 Penalty: 4478.591309
	Iteration 32Q: 3 clusters Score -859776.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -859824.250000 Penalty: 4478.591309
	Iteration 33Q: 3 clusters Score -859824.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -859875.937500 Penalty: 4478.591309
	Iteration 34Q: 3 clusters Score -859875.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -859920.687500 Penalty: 4478.591309
	Iteration 35Q: 3 clusters Score -859920.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -859961.125000 Penalty: 4478.591309
	Iteration 36Q: 3 clusters Score -859961.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -859989.750000 Penalty: 4478.591309
	Iteration 37Q: 3 clusters Score -859989.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -860015.937500 Penalty: 4478.591309
	Iteration 38Q: 3 clusters Score -860015.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -860035.812500 Penalty: 4478.591309
	Iteration 39Q: 3 clusters Score -860035.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -860061.375000 Penalty: 4478.591309
	Iteration 40F: 3 clusters Score -860061.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -860082.062500 Penalty: 4478.591309
	Iteration 41Q: 3 clusters Score -860082.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -860104.187500 Penalty: 4478.591309
	Iteration 42Q: 3 clusters Score -860104.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -860127.750000 Penalty: 4478.591309
	Iteration 43Q: 3 clusters Score -860127.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -860158.312500 Penalty: 4478.591309
	Iteration 44Q: 3 clusters Score -860158.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -860186.687500 Penalty: 4478.591309
	Iteration 45Q: 3 clusters Score -860186.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -860220.562500 Penalty: 4478.591309
	Iteration 46Q: 3 clusters Score -860220.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -860250.125000 Penalty: 4478.591309
	Iteration 47Q: 3 clusters Score -860250.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -860272.687500 Penalty: 4478.591309
	Iteration 48Q: 3 clusters Score -860272.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -860280.562500 Penalty: 4478.591309
	Iteration 49Q: 3 clusters Score -860280.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -860296.062500 Penalty: 4478.591309
	Iteration 50Q: 3 clusters Score -860296.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -860309.062500 Penalty: 4478.591309
	Iteration 51Q: 3 clusters Score -860309.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -860324.500000 Penalty: 4478.591309
	Iteration 52Q: 3 clusters Score -860324.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -860338.750000 Penalty: 4478.591309
	Iteration 53Q: 3 clusters Score -860338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -860356.812500 Penalty: 4478.591309
	Iteration 54Q: 3 clusters Score -860356.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -860369.687500 Penalty: 4478.591309
	Iteration 55Q: 3 clusters Score -860369.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -860393.187500 Penalty: 4478.591309
	Iteration 56Q: 3 clusters Score -860393.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -860415.250000 Penalty: 4478.591309
	Iteration 57Q: 3 clusters Score -860415.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -860431.500000 Penalty: 4478.591309
	Iteration 58Q: 3 clusters Score -860431.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -860450.125000 Penalty: 4478.591309
	Iteration 59Q: 3 clusters Score -860450.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -860465.937500 Penalty: 4478.591309
	Iteration 60F: 3 clusters Score -860465.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -860479.687500 Penalty: 4478.591309
	Iteration 61Q: 3 clusters Score -860479.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -860492.125000 Penalty: 4478.591309
	Iteration 62Q: 3 clusters Score -860492.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -860505.687500 Penalty: 4478.591309
	Iteration 63Q: 3 clusters Score -860505.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -860517.812500 Penalty: 4478.591309
	Iteration 64Q: 3 clusters Score -860517.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -860530.750000 Penalty: 4478.591309
	Iteration 65Q: 3 clusters Score -860530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -860537.687500 Penalty: 4478.591309
	Iteration 66Q: 3 clusters Score -860537.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -860545.562500 Penalty: 4478.591309
	Iteration 67Q: 3 clusters Score -860545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -860552.062500 Penalty: 4478.591309
	Iteration 68Q: 3 clusters Score -860552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -860559.437500 Penalty: 4478.591309
	Iteration 69Q: 3 clusters Score -860559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -860566.562500 Penalty: 4478.591309
	Iteration 70Q: 3 clusters Score -860566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -860571.875000 Penalty: 4478.591309
	Iteration 71Q: 3 clusters Score -860571.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -860577.625000 Penalty: 4478.591309
	Iteration 72Q: 3 clusters Score -860577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -860580.875000 Penalty: 4478.591309
	Iteration 73Q: 3 clusters Score -860580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -860584.312500 Penalty: 4478.591309
	Iteration 74Q: 3 clusters Score -860584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -860586.625000 Penalty: 4478.591309
	Iteration 75Q: 3 clusters Score -860586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -860590.000000 Penalty: 4478.591309
	Iteration 76Q: 3 clusters Score -860590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -860596.687500 Penalty: 4478.591309
	Iteration 77Q: 3 clusters Score -860596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -860595.312500 Penalty: 4478.591309
	Iteration 78Q: 3 clusters Score -860595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -860594.937500 Penalty: 4478.591309
	Iteration 79Q: 3 clusters Score -860594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -860596.750000 Penalty: 4478.591309
	Iteration 80F: 3 clusters Score -860596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -860596.937500 Penalty: 4478.591309
	Iteration 81Q: 3 clusters Score -860596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -860597.937500 Penalty: 4478.591309
	Iteration 82Q: 3 clusters Score -860597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -860599.250000 Penalty: 4478.591309
	Iteration 83Q: 3 clusters Score -860599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -860602.187500 Penalty: 4478.591309
	Iteration 84Q: 3 clusters Score -860602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -860601.250000 Penalty: 4478.591309
	Iteration 85Q: 3 clusters Score -860601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -860602.062500 Penalty: 4478.591309
	Iteration 86Q: 3 clusters Score -860602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -860603.312500 Penalty: 4478.591309
	Iteration 87Q: 3 clusters Score -860603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -860603.312500 Penalty: 4478.591309
	Iteration 88F: 3 clusters Score -860603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -109999.601562 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -109999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107950.304688 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -107950.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108282.039062 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -108282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108372.945312 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -108372.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108433.875000 Penalty: 3492.105957
	Iteration 3Q: 3 clusters Score -108433.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108483.179688 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -108483.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108525.914062 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -108525.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108548.000000 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -108548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108555.187500 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -108555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108564.257812 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -108564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108570.484375 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -108570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108572.265625 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -108572.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108573.117188 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -108573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108574.382812 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -108574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108574.687500 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -108574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108574.929688 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -108574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108574.929688 Penalty: 3492.105957
	Iteration 15F: 3 clusters Score -108574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Entering Unmasked Estep 
Score: -1016712.562500 Penalty: 2276.201172
	Iteration 0F: 2 clusters Score -1016713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1009233.375000 Penalty: 4552.402344
	Iteration 0F: 3 clusters Score -1009233 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1011315.437500 Penalty: 4552.402344
	Iteration 1F: 3 clusters Score -1011315 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1011661.000000 Penalty: 4552.402344
	Iteration 2F: 3 clusters Score -1011661 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1011929.000000 Penalty: 4552.402344
	Iteration 3F: 3 clusters Score -1011929 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1012172.062500 Penalty: 4552.402344
	Iteration 4Q: 3 clusters Score -1012172 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1012442.562500 Penalty: 4552.402344
	Iteration 5Q: 3 clusters Score -1012443 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1012746.625000 Penalty: 4552.402344
	Iteration 6F: 3 clusters Score -1012747 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1013060.375000 Penalty: 4552.402344
	Iteration 7Q: 3 clusters Score -1013060 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1013369.125000 Penalty: 4552.402344
	Iteration 8Q: 3 clusters Score -1013369 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1013638.750000 Penalty: 4552.402344
	Iteration 9Q: 3 clusters Score -1013639 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1013847.375000 Penalty: 4552.402344
	Iteration 10Q: 3 clusters Score -1013847 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1014021.000000 Penalty: 4552.402344
	Iteration 11Q: 3 clusters Score -1014021 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1014152.687500 Penalty: 4552.402344
	Iteration 12Q: 3 clusters Score -1014153 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1014250.375000 Penalty: 4552.402344
	Iteration 13Q: 3 clusters Score -1014250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1014321.875000 Penalty: 4552.402344
	Iteration 14Q: 3 clusters Score -1014322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1014390.687500 Penalty: 4552.402344
	Iteration 15Q: 3 clusters Score -1014391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1014456.562500 Penalty: 4552.402344
	Iteration 16Q: 3 clusters Score -1014457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1014503.687500 Penalty: 4552.402344
	Iteration 17Q: 3 clusters Score -1014504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1014543.375000 Penalty: 4552.402344
	Iteration 18Q: 3 clusters Score -1014543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1014570.812500 Penalty: 4552.402344
	Iteration 19Q: 3 clusters Score -1014571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1014588.875000 Penalty: 4552.402344
	Iteration 20F: 3 clusters Score -1014589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1014612.812500 Penalty: 4552.402344
	Iteration 21Q: 3 clusters Score -1014613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1014626.750000 Penalty: 4552.402344
	Iteration 22Q: 3 clusters Score -1014627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1014645.375000 Penalty: 4552.402344
	Iteration 23Q: 3 clusters Score -1014645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1014668.250000 Penalty: 4552.402344
	Iteration 24Q: 3 clusters Score -1014668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1014686.687500 Penalty: 4552.402344
	Iteration 25Q: 3 clusters Score -1014687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1014713.250000 Penalty: 4552.402344
	Iteration 26Q: 3 clusters Score -1014713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1014733.187500 Penalty: 4552.402344
	Iteration 27Q: 3 clusters Score -1014733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1014758.625000 Penalty: 4552.402344
	Iteration 28Q: 3 clusters Score -1014759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1014787.437500 Penalty: 4552.402344
	Iteration 29Q: 3 clusters Score -1014787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1014828.687500 Penalty: 4552.402344
	Iteration 30Q: 3 clusters Score -1014829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1014860.312500 Penalty: 4552.402344
	Iteration 31Q: 3 clusters Score -1014860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1014896.250000 Penalty: 4552.402344
	Iteration 32Q: 3 clusters Score -1014896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1014915.625000 Penalty: 4552.402344
	Iteration 33Q: 3 clusters Score -1014916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1014924.250000 Penalty: 4552.402344
	Iteration 34Q: 3 clusters Score -1014924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1014927.812500 Penalty: 4552.402344
	Iteration 35Q: 3 clusters Score -1014928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1014934.125000 Penalty: 4552.402344
	Iteration 36Q: 3 clusters Score -1014934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1014937.750000 Penalty: 4552.402344
	Iteration 37Q: 3 clusters Score -1014938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1014941.375000 Penalty: 4552.402344
	Iteration 38Q: 3 clusters Score -1014941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1014944.750000 Penalty: 4552.402344
	Iteration 39Q: 3 clusters Score -1014945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1014947.687500 Penalty: 4552.402344
	Iteration 40F: 3 clusters Score -1014948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1014950.937500 Penalty: 4552.402344
	Iteration 41Q: 3 clusters Score -1014951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1014952.437500 Penalty: 4552.402344
	Iteration 42Q: 3 clusters Score -1014952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1014956.500000 Penalty: 4552.402344
	Iteration 43Q: 3 clusters Score -1014956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1014956.937500 Penalty: 4552.402344
	Iteration 44Q: 3 clusters Score -1014957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1014957.562500 Penalty: 4552.402344
	Iteration 45Q: 3 clusters Score -1014958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1014957.937500 Penalty: 4552.402344
	Iteration 46Q: 3 clusters Score -1014958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1014960.250000 Penalty: 4552.402344
	Iteration 47Q: 3 clusters Score -1014960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1014961.187500 Penalty: 4552.402344
	Iteration 48Q: 3 clusters Score -1014961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1014959.812500 Penalty: 4552.402344
	Iteration 49Q: 3 clusters Score -1014960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1014960.062500 Penalty: 4552.402344
	Iteration 50Q: 3 clusters Score -1014960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1014961.875000 Penalty: 4552.402344
	Iteration 51Q: 3 clusters Score -1014962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1014964.687500 Penalty: 4552.402344
	Iteration 52Q: 3 clusters Score -1014965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1014967.937500 Penalty: 4552.402344
	Iteration 53Q: 3 clusters Score -1014968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1014969.250000 Penalty: 4552.402344
	Iteration 54Q: 3 clusters Score -1014969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1014971.937500 Penalty: 4552.402344
	Iteration 55Q: 3 clusters Score -1014972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1014972.312500 Penalty: 4552.402344
	Iteration 56Q: 3 clusters Score -1014972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1014974.750000 Penalty: 4552.402344
	Iteration 57Q: 3 clusters Score -1014975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1014978.687500 Penalty: 4552.402344
	Iteration 58Q: 3 clusters Score -1014979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1014978.625000 Penalty: 4552.402344
	Iteration 59Q: 3 clusters Score -1014979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1014981.687500 Penalty: 4552.402344
	Iteration 60F: 3 clusters Score -1014982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1014982.000000 Penalty: 4552.402344
	Iteration 61Q: 3 clusters Score -1014982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1014984.250000 Penalty: 4552.402344
	Iteration 62Q: 3 clusters Score -1014984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1014986.687500 Penalty: 4552.402344
	Iteration 63Q: 3 clusters Score -1014987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1014988.000000 Penalty: 4552.402344
	Iteration 64Q: 3 clusters Score -1014988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1014987.437500 Penalty: 4552.402344
	Iteration 65Q: 3 clusters Score -1014987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1014986.062500 Penalty: 4552.402344
	Iteration 66Q: 3 clusters Score -1014986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1014985.562500 Penalty: 4552.402344
	Iteration 67Q: 3 clusters Score -1014986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1014985.562500 Penalty: 4552.402344
	Iteration 68F: 3 clusters Score -1014986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -53983.300781 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -53983.3 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 312 members 
Entering Unmasked Estep 
Score: -52338.648438 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -52338.65 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52665.222656 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -52665.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52856.003906 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -52856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53240.531250 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -53240.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54124.847656 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -54124.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54353.007812 Penalty: 3207.207764
	Iteration 5F: 3 clusters Score -54353.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54543.167969 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -54543.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54618.503906 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -54618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54649.769531 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -54649.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54664.675781 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -54664.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54673.003906 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -54673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54680.464844 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -54680.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54692.187500 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -54692.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54693.148438 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -54693.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54693.148438 Penalty: 3207.207764
	Iteration 14F: 3 clusters Score -54693.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330887 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272972 members 
Mstep: Class 14 contains 57975 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103684 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20052 members 
Mstep: Class 21 contains 77887 members 
Mstep: Class 22 contains 338195 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8829 members 
Mstep: Class 25 contains 440 members 
Entering Unmasked Estep 
Score: -158395616.000000 Penalty: 88271.046875
Splitting cluster 9 changes total score from -158396640.000000 to -158395616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -29169.291016 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -29169.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27823.853516 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -27823.85 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28102.130859 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -28102.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28323.525391 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -28323.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28586.695312 Penalty: 2937.102783
	Iteration 3F: 3 clusters Score -28586.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28682.669922 Penalty: 2937.102783
	Iteration 4F: 3 clusters Score -28682.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28757.513672 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -28757.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28837.476562 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -28837.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29023.085938 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -29023.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29082.556641 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -29082.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29122.050781 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -29122.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29154.236328 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -29154.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29210.455078 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -29210.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29236.037109 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -29236.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29236.037109 Penalty: 2937.102783
	Iteration 13F: 3 clusters Score -29236.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330887 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272972 members 
Mstep: Class 14 contains 57975 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103684 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20052 members 
Mstep: Class 21 contains 77887 members 
Mstep: Class 22 contains 338195 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8829 members 
Mstep: Class 25 contains 97 members 
Entering Unmasked Estep 
Score: -158394592.000000 Penalty: 88271.046875
Splitting cluster 10 changes total score from -158396640.000000 to -158394592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42334.433594 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42334.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42470.570312 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42470.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42507.410156 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -42507.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42524.746094 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42524.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42544.285156 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42544.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42561.261719 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42561.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42575.722656 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42575.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42591.863281 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -42591.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42599.410156 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -42599.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42604.089844 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -42604.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42609.382812 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -42609.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42612.687500 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -42612.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42612.687500 Penalty: 3049.640381
	Iteration 12F: 3 clusters Score -42612.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -225558.984375 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -225559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -222862.140625 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -222862.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -223424.843750 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -223424.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -223624.890625 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -223624.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223774.187500 Penalty: 3815.966797
	Iteration 3F: 3 clusters Score -223774.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223904.156250 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -223904.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224027.515625 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -224027.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224105.734375 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -224105.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -224161.578125 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -224161.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -224215.890625 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -224215.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -224264.484375 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -224264.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224310.796875 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -224310.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -224393.843750 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -224393.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224519.328125 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -224519.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -224660.765625 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -224660.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224827.640625 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -224827.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -225029.468750 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -225029.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -225207.906250 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -225207.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -225296.875000 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -225296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -225336.781250 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -225336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225349.703125 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -225349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -225355.515625 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -225355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -225361.000000 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -225361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -225361.000000 Penalty: 3815.966797
	Iteration 22F: 3 clusters Score -225361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272972 members 
Entering Unmasked Estep 
Score: -29049342.000000 Penalty: 3104.246826
	Iteration 0F: 2 clusters Score -2.904934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 136246 members 
Entering Unmasked Estep 
Score: -28873740.000000 Penalty: 6208.493652
	Iteration 0F: 3 clusters Score -2.887374e+07 nChanged 132050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140124 members 
Mstep: Class 2 contains 132848 members 
Entering Unmasked Estep 
Score: -28950922.000000 Penalty: 6208.493652
	Iteration 1F: 3 clusters Score -2.895092e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 130643 members 
Entering Unmasked Estep 
Score: -28952260.000000 Penalty: 6208.493652
	Iteration 2Q: 3 clusters Score -2.895226e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -28954058.000000 Penalty: 6208.493652
	Iteration 3Q: 3 clusters Score -2.895406e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -28956900.000000 Penalty: 6208.493652
	Iteration 4Q: 3 clusters Score -2.89569e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -28961254.000000 Penalty: 6208.493652
	Iteration 5Q: 3 clusters Score -2.896125e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -28968818.000000 Penalty: 6208.493652
	Iteration 6Q: 3 clusters Score -2.896882e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -28980474.000000 Penalty: 6208.493652
	Iteration 7F: 3 clusters Score -2.898047e+07 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201202 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -28994760.000000 Penalty: 6208.493652
	Iteration 8F: 3 clusters Score -2.899476e+07 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217291 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -29008778.000000 Penalty: 6208.493652
	Iteration 9F: 3 clusters Score -2.900878e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230350 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -29019870.000000 Penalty: 6208.493652
	Iteration 10F: 3 clusters Score -2.901987e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240037 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -29027746.000000 Penalty: 6208.493652
	Iteration 11Q: 3 clusters Score -2.902775e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247061 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -29032808.000000 Penalty: 6208.493652
	Iteration 12Q: 3 clusters Score -2.903281e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252484 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -29036346.000000 Penalty: 6208.493652
	Iteration 13Q: 3 clusters Score -2.903635e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256507 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -29038826.000000 Penalty: 6208.493652
	Iteration 14Q: 3 clusters Score -2.903883e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259678 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -29040698.000000 Penalty: 6208.493652
	Iteration 15Q: 3 clusters Score -2.90407e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262047 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -29042234.000000 Penalty: 6208.493652
	Iteration 16Q: 3 clusters Score -2.904223e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263857 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -29043086.000000 Penalty: 6208.493652
	Iteration 17Q: 3 clusters Score -2.904309e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265283 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -29043870.000000 Penalty: 6208.493652
	Iteration 18Q: 3 clusters Score -2.904387e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266437 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -29044370.000000 Penalty: 6208.493652
	Iteration 19Q: 3 clusters Score -2.904437e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267313 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -29044830.000000 Penalty: 6208.493652
	Iteration 20F: 3 clusters Score -2.904483e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268016 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -29045114.000000 Penalty: 6208.493652
	Iteration 21Q: 3 clusters Score -2.904511e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268574 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -29045386.000000 Penalty: 6208.493652
	Iteration 22Q: 3 clusters Score -2.904539e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269034 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -29045568.000000 Penalty: 6208.493652
	Iteration 23Q: 3 clusters Score -2.904557e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269410 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -29045740.000000 Penalty: 6208.493652
	Iteration 24Q: 3 clusters Score -2.904574e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269709 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -29045876.000000 Penalty: 6208.493652
	Iteration 25Q: 3 clusters Score -2.904588e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269946 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -29046000.000000 Penalty: 6208.493652
	Iteration 26Q: 3 clusters Score -2.9046e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270117 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -29046030.000000 Penalty: 6208.493652
	Iteration 27Q: 3 clusters Score -2.904603e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270254 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -29046126.000000 Penalty: 6208.493652
	Iteration 28Q: 3 clusters Score -2.904613e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270364 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -29046148.000000 Penalty: 6208.493652
	Iteration 29Q: 3 clusters Score -2.904615e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270455 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -29046250.000000 Penalty: 6208.493652
	Iteration 30Q: 3 clusters Score -2.904625e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270525 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -29046272.000000 Penalty: 6208.493652
	Iteration 31Q: 3 clusters Score -2.904627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270590 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -29046264.000000 Penalty: 6208.493652
	Iteration 32Q: 3 clusters Score -2.904626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270650 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -29046302.000000 Penalty: 6208.493652
	Iteration 33Q: 3 clusters Score -2.90463e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270700 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -29046310.000000 Penalty: 6208.493652
	Iteration 34Q: 3 clusters Score -2.904631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270745 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -29046360.000000 Penalty: 6208.493652
	Iteration 35Q: 3 clusters Score -2.904636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270797 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -29046412.000000 Penalty: 6208.493652
	Iteration 36Q: 3 clusters Score -2.904641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270832 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -29046414.000000 Penalty: 6208.493652
	Iteration 37Q: 3 clusters Score -2.904641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270859 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -29046438.000000 Penalty: 6208.493652
	Iteration 38Q: 3 clusters Score -2.904644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270893 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -29046462.000000 Penalty: 6208.493652
	Iteration 39Q: 3 clusters Score -2.904646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270922 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -29046482.000000 Penalty: 6208.493652
	Iteration 40F: 3 clusters Score -2.904648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270943 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -29046500.000000 Penalty: 6208.493652
	Iteration 41Q: 3 clusters Score -2.90465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270966 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -29046494.000000 Penalty: 6208.493652
	Iteration 42Q: 3 clusters Score -2.904649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270980 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -29046448.000000 Penalty: 6208.493652
	Iteration 43Q: 3 clusters Score -2.904645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270995 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -29046458.000000 Penalty: 6208.493652
	Iteration 44Q: 3 clusters Score -2.904646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271006 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -29046460.000000 Penalty: 6208.493652
	Iteration 45Q: 3 clusters Score -2.904646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271013 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -29046470.000000 Penalty: 6208.493652
	Iteration 46Q: 3 clusters Score -2.904647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271027 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -29046488.000000 Penalty: 6208.493652
	Iteration 47Q: 3 clusters Score -2.904649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271040 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -29046520.000000 Penalty: 6208.493652
	Iteration 48Q: 3 clusters Score -2.904652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271046 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -29046524.000000 Penalty: 6208.493652
	Iteration 49Q: 3 clusters Score -2.904652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271056 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -29046522.000000 Penalty: 6208.493652
	Iteration 50Q: 3 clusters Score -2.904652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271066 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -29046550.000000 Penalty: 6208.493652
	Iteration 51Q: 3 clusters Score -2.904655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271074 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -29046554.000000 Penalty: 6208.493652
	Iteration 52Q: 3 clusters Score -2.904655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271083 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -29046554.000000 Penalty: 6208.493652
	Iteration 53Q: 3 clusters Score -2.904655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271095 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -29046554.000000 Penalty: 6208.493652
	Iteration 54Q: 3 clusters Score -2.904655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271108 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -29046520.000000 Penalty: 6208.493652
	Iteration 55Q: 3 clusters Score -2.904652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271116 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -29046518.000000 Penalty: 6208.493652
	Iteration 56Q: 3 clusters Score -2.904652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271124 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -29046532.000000 Penalty: 6208.493652
	Iteration 57Q: 3 clusters Score -2.904653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271134 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -29046516.000000 Penalty: 6208.493652
	Iteration 58Q: 3 clusters Score -2.904652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271142 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -29046544.000000 Penalty: 6208.493652
	Iteration 59Q: 3 clusters Score -2.904654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271158 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -29046532.000000 Penalty: 6208.493652
	Iteration 60F: 3 clusters Score -2.904653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271168 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -29046528.000000 Penalty: 6208.493652
	Iteration 61Q: 3 clusters Score -2.904653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271178 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -29046544.000000 Penalty: 6208.493652
	Iteration 62Q: 3 clusters Score -2.904654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271183 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -29046552.000000 Penalty: 6208.493652
	Iteration 63Q: 3 clusters Score -2.904655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271189 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -29046572.000000 Penalty: 6208.493652
	Iteration 64Q: 3 clusters Score -2.904657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271192 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -29046558.000000 Penalty: 6208.493652
	Iteration 65Q: 3 clusters Score -2.904656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271194 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -29046568.000000 Penalty: 6208.493652
	Iteration 66Q: 3 clusters Score -2.904657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271195 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -29046554.000000 Penalty: 6208.493652
	Iteration 67Q: 3 clusters Score -2.904655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271200 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -29046568.000000 Penalty: 6208.493652
	Iteration 68Q: 3 clusters Score -2.904657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271206 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -29046576.000000 Penalty: 6208.493652
	Iteration 69Q: 3 clusters Score -2.904658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271209 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -29046552.000000 Penalty: 6208.493652
	Iteration 70Q: 3 clusters Score -2.904655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271210 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -29046570.000000 Penalty: 6208.493652
	Iteration 71Q: 3 clusters Score -2.904657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271213 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -29046560.000000 Penalty: 6208.493652
	Iteration 72Q: 3 clusters Score -2.904656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271216 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -29046558.000000 Penalty: 6208.493652
	Iteration 73Q: 3 clusters Score -2.904656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271218 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -29046564.000000 Penalty: 6208.493652
	Iteration 74Q: 3 clusters Score -2.904656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271220 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -29046552.000000 Penalty: 6208.493652
	Iteration 75Q: 3 clusters Score -2.904655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271222 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -29046544.000000 Penalty: 6208.493652
	Iteration 76Q: 3 clusters Score -2.904654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271224 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -29046540.000000 Penalty: 6208.493652
	Iteration 77Q: 3 clusters Score -2.904654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271227 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -29046546.000000 Penalty: 6208.493652
	Iteration 78Q: 3 clusters Score -2.904655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271230 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -29046554.000000 Penalty: 6208.493652
	Iteration 79Q: 3 clusters Score -2.904655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271230 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -29046544.000000 Penalty: 6208.493652
	Iteration 80F: 3 clusters Score -2.904654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271232 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -29046550.000000 Penalty: 6208.493652
	Iteration 81Q: 3 clusters Score -2.904655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271232 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -29046550.000000 Penalty: 6208.493652
	Iteration 82F: 3 clusters Score -2.904655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Entering Unmasked Estep 
Score: -6255439.500000 Penalty: 2720.006104
	Iteration 0F: 2 clusters Score -6255440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -6216499.000000 Penalty: 5440.012207
	Iteration 0F: 3 clusters Score -6216499 nChanged 26959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6231439.500000 Penalty: 5440.012207
	Iteration 1F: 3 clusters Score -6231440 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -6231965.000000 Penalty: 5440.012207
	Iteration 2Q: 3 clusters Score -6231965 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -6232594.000000 Penalty: 5440.012207
	Iteration 3Q: 3 clusters Score -6232594 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -6233284.000000 Penalty: 5440.012207
	Iteration 4Q: 3 clusters Score -6233284 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -6234346.000000 Penalty: 5440.012207
	Iteration 5Q: 3 clusters Score -6234346 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -6235809.000000 Penalty: 5440.012207
	Iteration 6Q: 3 clusters Score -6235809 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -6237757.000000 Penalty: 5440.012207
	Iteration 7F: 3 clusters Score -6237757 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -6240348.500000 Penalty: 5440.012207
	Iteration 8F: 3 clusters Score -6240348 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -6243056.500000 Penalty: 5440.012207
	Iteration 9F: 3 clusters Score -6243056 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -6245500.000000 Penalty: 5440.012207
	Iteration 10F: 3 clusters Score -6245500 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6247316.000000 Penalty: 5440.012207
	Iteration 11Q: 3 clusters Score -6247316 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6248592.000000 Penalty: 5440.012207
	Iteration 12Q: 3 clusters Score -6248592 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6249459.500000 Penalty: 5440.012207
	Iteration 13Q: 3 clusters Score -6249460 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -6250096.500000 Penalty: 5440.012207
	Iteration 14Q: 3 clusters Score -6250096 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -6250688.500000 Penalty: 5440.012207
	Iteration 15Q: 3 clusters Score -6250688 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -6251130.500000 Penalty: 5440.012207
	Iteration 16Q: 3 clusters Score -6251130 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6251494.500000 Penalty: 5440.012207
	Iteration 17Q: 3 clusters Score -6251494 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -6251824.500000 Penalty: 5440.012207
	Iteration 18Q: 3 clusters Score -6251824 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -6252089.500000 Penalty: 5440.012207
	Iteration 19Q: 3 clusters Score -6252090 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -6252295.000000 Penalty: 5440.012207
	Iteration 20F: 3 clusters Score -6252295 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -6252456.500000 Penalty: 5440.012207
	Iteration 21Q: 3 clusters Score -6252456 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -6252594.000000 Penalty: 5440.012207
	Iteration 22Q: 3 clusters Score -6252594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -6252687.000000 Penalty: 5440.012207
	Iteration 23Q: 3 clusters Score -6252687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -6252764.500000 Penalty: 5440.012207
	Iteration 24Q: 3 clusters Score -6252764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -6252824.000000 Penalty: 5440.012207
	Iteration 25Q: 3 clusters Score -6252824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -6252870.000000 Penalty: 5440.012207
	Iteration 26Q: 3 clusters Score -6252870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -6252892.000000 Penalty: 5440.012207
	Iteration 27Q: 3 clusters Score -6252892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -6252925.000000 Penalty: 5440.012207
	Iteration 28Q: 3 clusters Score -6252925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -6252956.000000 Penalty: 5440.012207
	Iteration 29Q: 3 clusters Score -6252956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -6252988.000000 Penalty: 5440.012207
	Iteration 30Q: 3 clusters Score -6252988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -6253020.000000 Penalty: 5440.012207
	Iteration 31Q: 3 clusters Score -6253020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -6253038.000000 Penalty: 5440.012207
	Iteration 32Q: 3 clusters Score -6253038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -6253051.000000 Penalty: 5440.012207
	Iteration 33Q: 3 clusters Score -6253051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -6253071.000000 Penalty: 5440.012207
	Iteration 34Q: 3 clusters Score -6253071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -6253081.000000 Penalty: 5440.012207
	Iteration 35Q: 3 clusters Score -6253081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -6253087.500000 Penalty: 5440.012207
	Iteration 36Q: 3 clusters Score -6253088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -6253088.000000 Penalty: 5440.012207
	Iteration 37Q: 3 clusters Score -6253088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -6253098.000000 Penalty: 5440.012207
	Iteration 38Q: 3 clusters Score -6253098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -6253100.500000 Penalty: 5440.012207
	Iteration 39Q: 3 clusters Score -6253100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -6253100.000000 Penalty: 5440.012207
	Iteration 40F: 3 clusters Score -6253100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -6253099.000000 Penalty: 5440.012207
	Iteration 41Q: 3 clusters Score -6253099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -6253095.000000 Penalty: 5440.012207
	Iteration 42Q: 3 clusters Score -6253095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -6253099.000000 Penalty: 5440.012207
	Iteration 43Q: 3 clusters Score -6253099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -6253099.000000 Penalty: 5440.012207
	Iteration 44F: 3 clusters Score -6253099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Entering Unmasked Estep 
Score: -4799332.000000 Penalty: 2654.749756
	Iteration 0F: 2 clusters Score -4799332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4769129.500000 Penalty: 5309.499512
	Iteration 0F: 3 clusters Score -4769130 nChanged 20427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4780316.000000 Penalty: 5309.499512
	Iteration 1F: 3 clusters Score -4780316 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4780959.000000 Penalty: 5309.499512
	Iteration 2Q: 3 clusters Score -4780959 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4781699.500000 Penalty: 5309.499512
	Iteration 3Q: 3 clusters Score -4781700 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4782763.000000 Penalty: 5309.499512
	Iteration 4Q: 3 clusters Score -4782763 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4784241.500000 Penalty: 5309.499512
	Iteration 5F: 3 clusters Score -4784242 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4786255.000000 Penalty: 5309.499512
	Iteration 6F: 3 clusters Score -4786255 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4788741.500000 Penalty: 5309.499512
	Iteration 7F: 3 clusters Score -4788742 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4791165.500000 Penalty: 5309.499512
	Iteration 8F: 3 clusters Score -4791166 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4792654.500000 Penalty: 5309.499512
	Iteration 9F: 3 clusters Score -4792654 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -4793383.000000 Penalty: 5309.499512
	Iteration 10Q: 3 clusters Score -4793383 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -4793733.000000 Penalty: 5309.499512
	Iteration 11Q: 3 clusters Score -4793733 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4793975.500000 Penalty: 5309.499512
	Iteration 12Q: 3 clusters Score -4793976 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4794169.500000 Penalty: 5309.499512
	Iteration 13Q: 3 clusters Score -4794170 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4794336.000000 Penalty: 5309.499512
	Iteration 14Q: 3 clusters Score -4794336 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4794521.500000 Penalty: 5309.499512
	Iteration 15Q: 3 clusters Score -4794522 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4794671.500000 Penalty: 5309.499512
	Iteration 16Q: 3 clusters Score -4794672 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4794841.500000 Penalty: 5309.499512
	Iteration 17Q: 3 clusters Score -4794842 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4795004.500000 Penalty: 5309.499512
	Iteration 18Q: 3 clusters Score -4795004 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4795171.000000 Penalty: 5309.499512
	Iteration 19Q: 3 clusters Score -4795171 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4795330.000000 Penalty: 5309.499512
	Iteration 20F: 3 clusters Score -4795330 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4795480.500000 Penalty: 5309.499512
	Iteration 21Q: 3 clusters Score -4795480 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4795646.000000 Penalty: 5309.499512
	Iteration 22Q: 3 clusters Score -4795646 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4795783.500000 Penalty: 5309.499512
	Iteration 23Q: 3 clusters Score -4795784 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4795936.500000 Penalty: 5309.499512
	Iteration 24Q: 3 clusters Score -4795936 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4796061.000000 Penalty: 5309.499512
	Iteration 25Q: 3 clusters Score -4796061 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4796172.000000 Penalty: 5309.499512
	Iteration 26Q: 3 clusters Score -4796172 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4796258.500000 Penalty: 5309.499512
	Iteration 27Q: 3 clusters Score -4796258 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4796366.500000 Penalty: 5309.499512
	Iteration 28Q: 3 clusters Score -4796366 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4796462.500000 Penalty: 5309.499512
	Iteration 29Q: 3 clusters Score -4796462 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4796562.000000 Penalty: 5309.499512
	Iteration 30Q: 3 clusters Score -4796562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4796668.500000 Penalty: 5309.499512
	Iteration 31Q: 3 clusters Score -4796668 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4796749.000000 Penalty: 5309.499512
	Iteration 32Q: 3 clusters Score -4796749 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4796814.500000 Penalty: 5309.499512
	Iteration 33Q: 3 clusters Score -4796814 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4796892.000000 Penalty: 5309.499512
	Iteration 34Q: 3 clusters Score -4796892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4796981.500000 Penalty: 5309.499512
	Iteration 35Q: 3 clusters Score -4796982 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4797055.000000 Penalty: 5309.499512
	Iteration 36Q: 3 clusters Score -4797055 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4797127.000000 Penalty: 5309.499512
	Iteration 37Q: 3 clusters Score -4797127 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4797178.500000 Penalty: 5309.499512
	Iteration 38Q: 3 clusters Score -4797178 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4797219.500000 Penalty: 5309.499512
	Iteration 39Q: 3 clusters Score -4797220 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4797283.000000 Penalty: 5309.499512
	Iteration 40F: 3 clusters Score -4797283 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4797311.000000 Penalty: 5309.499512
	Iteration 41Q: 3 clusters Score -4797311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4797353.000000 Penalty: 5309.499512
	Iteration 42Q: 3 clusters Score -4797353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4797378.500000 Penalty: 5309.499512
	Iteration 43Q: 3 clusters Score -4797378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4797419.500000 Penalty: 5309.499512
	Iteration 44Q: 3 clusters Score -4797420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4797458.500000 Penalty: 5309.499512
	Iteration 45Q: 3 clusters Score -4797458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4797480.500000 Penalty: 5309.499512
	Iteration 46Q: 3 clusters Score -4797480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4797495.000000 Penalty: 5309.499512
	Iteration 47Q: 3 clusters Score -4797495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4797526.000000 Penalty: 5309.499512
	Iteration 48Q: 3 clusters Score -4797526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4797538.000000 Penalty: 5309.499512
	Iteration 49Q: 3 clusters Score -4797538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4797552.000000 Penalty: 5309.499512
	Iteration 50Q: 3 clusters Score -4797552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4797569.500000 Penalty: 5309.499512
	Iteration 51Q: 3 clusters Score -4797570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4797600.000000 Penalty: 5309.499512
	Iteration 52Q: 3 clusters Score -4797600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4797605.000000 Penalty: 5309.499512
	Iteration 53Q: 3 clusters Score -4797605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4797610.500000 Penalty: 5309.499512
	Iteration 54Q: 3 clusters Score -4797610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4797621.500000 Penalty: 5309.499512
	Iteration 55Q: 3 clusters Score -4797622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4797635.000000 Penalty: 5309.499512
	Iteration 56Q: 3 clusters Score -4797635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4797635.500000 Penalty: 5309.499512
	Iteration 57Q: 3 clusters Score -4797636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4797639.000000 Penalty: 5309.499512
	Iteration 58Q: 3 clusters Score -4797639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4797632.000000 Penalty: 5309.499512
	Iteration 59Q: 3 clusters Score -4797632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4797644.000000 Penalty: 5309.499512
	Iteration 60F: 3 clusters Score -4797644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4797644.000000 Penalty: 5309.499512
	Iteration 61Q: 3 clusters Score -4797644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4797645.000000 Penalty: 5309.499512
	Iteration 62Q: 3 clusters Score -4797645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4797645.000000 Penalty: 5309.499512
	Iteration 63Q: 3 clusters Score -4797645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4797653.500000 Penalty: 5309.499512
	Iteration 64Q: 3 clusters Score -4797654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4797662.000000 Penalty: 5309.499512
	Iteration 65Q: 3 clusters Score -4797662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4797668.000000 Penalty: 5309.499512
	Iteration 66Q: 3 clusters Score -4797668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4797671.500000 Penalty: 5309.499512
	Iteration 67Q: 3 clusters Score -4797672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4797671.500000 Penalty: 5309.499512
	Iteration 68Q: 3 clusters Score -4797672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4797675.000000 Penalty: 5309.499512
	Iteration 69Q: 3 clusters Score -4797675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4797678.500000 Penalty: 5309.499512
	Iteration 70Q: 3 clusters Score -4797678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4797681.000000 Penalty: 5309.499512
	Iteration 71Q: 3 clusters Score -4797681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4797680.500000 Penalty: 5309.499512
	Iteration 72Q: 3 clusters Score -4797680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4797681.500000 Penalty: 5309.499512
	Iteration 73Q: 3 clusters Score -4797682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4797678.500000 Penalty: 5309.499512
	Iteration 74Q: 3 clusters Score -4797678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4797678.500000 Penalty: 5309.499512
	Iteration 75Q: 3 clusters Score -4797678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4797676.500000 Penalty: 5309.499512
	Iteration 76Q: 3 clusters Score -4797676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4797684.500000 Penalty: 5309.499512
	Iteration 77Q: 3 clusters Score -4797684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4797684.500000 Penalty: 5309.499512
	Iteration 78F: 3 clusters Score -4797684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -470519.406250 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -470519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -466475.406250 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -466475.4 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -467388.187500 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -467388.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -467556.218750 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -467556.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -467663.000000 Penalty: 4154.655273
	Iteration 3Q: 3 clusters Score -467663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -467750.875000 Penalty: 4154.655273
	Iteration 4Q: 3 clusters Score -467750.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -467807.343750 Penalty: 4154.655273
	Iteration 5Q: 3 clusters Score -467807.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -467858.500000 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -467858.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -467917.031250 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -467917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -467973.718750 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -467973.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -468012.968750 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -468013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -468045.562500 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -468045.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -468062.468750 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -468062.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -468078.781250 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -468078.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -468101.218750 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -468101.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -468118.781250 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -468118.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -468136.531250 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -468136.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -468147.687500 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -468147.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -468164.812500 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -468164.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -468177.937500 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -468177.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -468195.062500 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -468195.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -468212.281250 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -468212.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -468227.281250 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -468227.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -468241.437500 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -468241.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -468260.437500 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -468260.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -468276.218750 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -468276.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -468292.687500 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -468292.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -468308.281250 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -468308.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -468323.750000 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -468323.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -468342.562500 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -468342.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -468362.375000 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -468362.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -468379.093750 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -468379.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -468394.000000 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -468394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -468410.812500 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -468410.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -468429.312500 Penalty: 4154.655273
	Iteration 33Q: 3 clusters Score -468429.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -468443.906250 Penalty: 4154.655273
	Iteration 34Q: 3 clusters Score -468443.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -468455.343750 Penalty: 4154.655273
	Iteration 35Q: 3 clusters Score -468455.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -468468.812500 Penalty: 4154.655273
	Iteration 36Q: 3 clusters Score -468468.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -468480.031250 Penalty: 4154.655273
	Iteration 37Q: 3 clusters Score -468480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -468490.562500 Penalty: 4154.655273
	Iteration 38Q: 3 clusters Score -468490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -468502.687500 Penalty: 4154.655273
	Iteration 39Q: 3 clusters Score -468502.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -468513.000000 Penalty: 4154.655273
	Iteration 40F: 3 clusters Score -468513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -468523.781250 Penalty: 4154.655273
	Iteration 41Q: 3 clusters Score -468523.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -468532.875000 Penalty: 4154.655273
	Iteration 42Q: 3 clusters Score -468532.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -468542.781250 Penalty: 4154.655273
	Iteration 43Q: 3 clusters Score -468542.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -468554.156250 Penalty: 4154.655273
	Iteration 44Q: 3 clusters Score -468554.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -468568.031250 Penalty: 4154.655273
	Iteration 45Q: 3 clusters Score -468568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -468581.781250 Penalty: 4154.655273
	Iteration 46Q: 3 clusters Score -468581.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -468592.343750 Penalty: 4154.655273
	Iteration 47Q: 3 clusters Score -468592.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -468604.687500 Penalty: 4154.655273
	Iteration 48Q: 3 clusters Score -468604.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -468617.031250 Penalty: 4154.655273
	Iteration 49Q: 3 clusters Score -468617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -468624.937500 Penalty: 4154.655273
	Iteration 50Q: 3 clusters Score -468624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -468630.281250 Penalty: 4154.655273
	Iteration 51Q: 3 clusters Score -468630.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -468634.937500 Penalty: 4154.655273
	Iteration 52Q: 3 clusters Score -468634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -468642.906250 Penalty: 4154.655273
	Iteration 53Q: 3 clusters Score -468642.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -468649.781250 Penalty: 4154.655273
	Iteration 54Q: 3 clusters Score -468649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -468654.000000 Penalty: 4154.655273
	Iteration 55Q: 3 clusters Score -468654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -468655.062500 Penalty: 4154.655273
	Iteration 56Q: 3 clusters Score -468655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -468656.437500 Penalty: 4154.655273
	Iteration 57Q: 3 clusters Score -468656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -468658.500000 Penalty: 4154.655273
	Iteration 58Q: 3 clusters Score -468658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -468660.406250 Penalty: 4154.655273
	Iteration 59Q: 3 clusters Score -468660.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -468662.250000 Penalty: 4154.655273
	Iteration 60F: 3 clusters Score -468662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -468666.250000 Penalty: 4154.655273
	Iteration 61Q: 3 clusters Score -468666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -468670.062500 Penalty: 4154.655273
	Iteration 62Q: 3 clusters Score -468670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -468672.031250 Penalty: 4154.655273
	Iteration 63Q: 3 clusters Score -468672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -468676.031250 Penalty: 4154.655273
	Iteration 64Q: 3 clusters Score -468676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -468677.750000 Penalty: 4154.655273
	Iteration 65Q: 3 clusters Score -468677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -468680.062500 Penalty: 4154.655273
	Iteration 66Q: 3 clusters Score -468680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -468683.812500 Penalty: 4154.655273
	Iteration 67Q: 3 clusters Score -468683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -468686.375000 Penalty: 4154.655273
	Iteration 68Q: 3 clusters Score -468686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -468689.531250 Penalty: 4154.655273
	Iteration 69Q: 3 clusters Score -468689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -468693.937500 Penalty: 4154.655273
	Iteration 70Q: 3 clusters Score -468693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -468697.781250 Penalty: 4154.655273
	Iteration 71Q: 3 clusters Score -468697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -468703.250000 Penalty: 4154.655273
	Iteration 72Q: 3 clusters Score -468703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -468706.812500 Penalty: 4154.655273
	Iteration 73Q: 3 clusters Score -468706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -468709.375000 Penalty: 4154.655273
	Iteration 74Q: 3 clusters Score -468709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -468711.687500 Penalty: 4154.655273
	Iteration 75Q: 3 clusters Score -468711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -468714.312500 Penalty: 4154.655273
	Iteration 76Q: 3 clusters Score -468714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -468715.937500 Penalty: 4154.655273
	Iteration 77Q: 3 clusters Score -468715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -468715.968750 Penalty: 4154.655273
	Iteration 78Q: 3 clusters Score -468716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -468715.968750 Penalty: 4154.655273
	Iteration 79F: 3 clusters Score -468716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -64455.226562 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -64455.23 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 318 members 
Entering Unmasked Estep 
Score: -62786.550781 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -62786.55 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62973.851562 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -62973.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63042.949219 Penalty: 3236.414795
	Iteration 2Q: 3 clusters Score -63042.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63102.394531 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -63102.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63137.863281 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -63137.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63152.726562 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -63152.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63163.281250 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -63163.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63164.773438 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -63164.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63164.773438 Penalty: 3236.414795
	Iteration 8F: 3 clusters Score -63164.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Entering Unmasked Estep 
Score: -11106016.000000 Penalty: 2864.177490
	Iteration 0F: 2 clusters Score -1.110602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -11036677.000000 Penalty: 5728.354980
	Iteration 0F: 3 clusters Score -1.103668e+07 nChanged 48989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -11065425.000000 Penalty: 5728.354980
	Iteration 1F: 3 clusters Score -1.106542e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -11066496.000000 Penalty: 5728.354980
	Iteration 2Q: 3 clusters Score -1.10665e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -11067670.000000 Penalty: 5728.354980
	Iteration 3Q: 3 clusters Score -1.106767e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -11069241.000000 Penalty: 5728.354980
	Iteration 4Q: 3 clusters Score -1.106924e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -11071331.000000 Penalty: 5728.354980
	Iteration 5Q: 3 clusters Score -1.107133e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -11074221.000000 Penalty: 5728.354980
	Iteration 6F: 3 clusters Score -1.107422e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -11078206.000000 Penalty: 5728.354980
	Iteration 7F: 3 clusters Score -1.107821e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -11083064.000000 Penalty: 5728.354980
	Iteration 8F: 3 clusters Score -1.108306e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -11087790.000000 Penalty: 5728.354980
	Iteration 9F: 3 clusters Score -1.108779e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -11090700.000000 Penalty: 5728.354980
	Iteration 10F: 3 clusters Score -1.10907e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -11092219.000000 Penalty: 5728.354980
	Iteration 11Q: 3 clusters Score -1.109222e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -11093056.000000 Penalty: 5728.354980
	Iteration 12Q: 3 clusters Score -1.109306e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -11093799.000000 Penalty: 5728.354980
	Iteration 13Q: 3 clusters Score -1.10938e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -11094542.000000 Penalty: 5728.354980
	Iteration 14Q: 3 clusters Score -1.109454e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -11095318.000000 Penalty: 5728.354980
	Iteration 15Q: 3 clusters Score -1.109532e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -11096023.000000 Penalty: 5728.354980
	Iteration 16Q: 3 clusters Score -1.109602e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -11096650.000000 Penalty: 5728.354980
	Iteration 17Q: 3 clusters Score -1.109665e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -11097185.000000 Penalty: 5728.354980
	Iteration 18Q: 3 clusters Score -1.109718e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -11097720.000000 Penalty: 5728.354980
	Iteration 19Q: 3 clusters Score -1.109772e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -11098264.000000 Penalty: 5728.354980
	Iteration 20F: 3 clusters Score -1.109826e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -11098829.000000 Penalty: 5728.354980
	Iteration 21Q: 3 clusters Score -1.109883e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -11099353.000000 Penalty: 5728.354980
	Iteration 22Q: 3 clusters Score -1.109935e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -11099700.000000 Penalty: 5728.354980
	Iteration 23Q: 3 clusters Score -1.10997e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -11100157.000000 Penalty: 5728.354980
	Iteration 24Q: 3 clusters Score -1.110016e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -11100490.000000 Penalty: 5728.354980
	Iteration 25Q: 3 clusters Score -1.110049e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -11100923.000000 Penalty: 5728.354980
	Iteration 26Q: 3 clusters Score -1.110092e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -11101317.000000 Penalty: 5728.354980
	Iteration 27Q: 3 clusters Score -1.110132e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -11101623.000000 Penalty: 5728.354980
	Iteration 28Q: 3 clusters Score -1.110162e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -11101910.000000 Penalty: 5728.354980
	Iteration 29Q: 3 clusters Score -1.110191e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -11102160.000000 Penalty: 5728.354980
	Iteration 30Q: 3 clusters Score -1.110216e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -11102417.000000 Penalty: 5728.354980
	Iteration 31Q: 3 clusters Score -1.110242e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -11102603.000000 Penalty: 5728.354980
	Iteration 32Q: 3 clusters Score -1.11026e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -11102741.000000 Penalty: 5728.354980
	Iteration 33Q: 3 clusters Score -1.110274e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -11102948.000000 Penalty: 5728.354980
	Iteration 34Q: 3 clusters Score -1.110295e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -11103098.000000 Penalty: 5728.354980
	Iteration 35Q: 3 clusters Score -1.11031e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -11103224.000000 Penalty: 5728.354980
	Iteration 36Q: 3 clusters Score -1.110322e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -11103323.000000 Penalty: 5728.354980
	Iteration 37Q: 3 clusters Score -1.110332e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -11103429.000000 Penalty: 5728.354980
	Iteration 38Q: 3 clusters Score -1.110343e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -11103537.000000 Penalty: 5728.354980
	Iteration 39Q: 3 clusters Score -1.110354e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -11103595.000000 Penalty: 5728.354980
	Iteration 40F: 3 clusters Score -1.11036e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -11103626.000000 Penalty: 5728.354980
	Iteration 41Q: 3 clusters Score -1.110363e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -11103671.000000 Penalty: 5728.354980
	Iteration 42Q: 3 clusters Score -1.110367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -11103724.000000 Penalty: 5728.354980
	Iteration 43Q: 3 clusters Score -1.110372e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -11103753.000000 Penalty: 5728.354980
	Iteration 44Q: 3 clusters Score -1.110375e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -11103816.000000 Penalty: 5728.354980
	Iteration 45Q: 3 clusters Score -1.110382e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -11103856.000000 Penalty: 5728.354980
	Iteration 46Q: 3 clusters Score -1.110386e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -11103929.000000 Penalty: 5728.354980
	Iteration 47Q: 3 clusters Score -1.110393e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -11103958.000000 Penalty: 5728.354980
	Iteration 48Q: 3 clusters Score -1.110396e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -11103983.000000 Penalty: 5728.354980
	Iteration 49Q: 3 clusters Score -1.110398e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -11104001.000000 Penalty: 5728.354980
	Iteration 50Q: 3 clusters Score -1.1104e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -11104049.000000 Penalty: 5728.354980
	Iteration 51Q: 3 clusters Score -1.110405e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -11104056.000000 Penalty: 5728.354980
	Iteration 52Q: 3 clusters Score -1.110406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 101387 members 
Entering Unmasked Estep 
Score: -11104077.000000 Penalty: 5728.354980
	Iteration 53Q: 3 clusters Score -1.110408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 101431 members 
Entering Unmasked Estep 
Score: -11104096.000000 Penalty: 5728.354980
	Iteration 54Q: 3 clusters Score -1.11041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -11104112.000000 Penalty: 5728.354980
	Iteration 55Q: 3 clusters Score -1.110411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -11104120.000000 Penalty: 5728.354980
	Iteration 56Q: 3 clusters Score -1.110412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -11104137.000000 Penalty: 5728.354980
	Iteration 57Q: 3 clusters Score -1.110414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -11104117.000000 Penalty: 5728.354980
	Iteration 58Q: 3 clusters Score -1.110412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -11104133.000000 Penalty: 5728.354980
	Iteration 59Q: 3 clusters Score -1.110413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 101580 members 
Entering Unmasked Estep 
Score: -11104149.000000 Penalty: 5728.354980
	Iteration 60F: 3 clusters Score -1.110415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -11104152.000000 Penalty: 5728.354980
	Iteration 61Q: 3 clusters Score -1.110415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -11104151.000000 Penalty: 5728.354980
	Iteration 62Q: 3 clusters Score -1.110415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -11104149.000000 Penalty: 5728.354980
	Iteration 63Q: 3 clusters Score -1.110415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -11104152.000000 Penalty: 5728.354980
	Iteration 64Q: 3 clusters Score -1.110415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -11104151.000000 Penalty: 5728.354980
	Iteration 65Q: 3 clusters Score -1.110415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -11104158.000000 Penalty: 5728.354980
	Iteration 66Q: 3 clusters Score -1.110416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -11104155.000000 Penalty: 5728.354980
	Iteration 67Q: 3 clusters Score -1.110416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -11104153.000000 Penalty: 5728.354980
	Iteration 68Q: 3 clusters Score -1.110415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -11104137.000000 Penalty: 5728.354980
	Iteration 69Q: 3 clusters Score -1.110414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -11104159.000000 Penalty: 5728.354980
	Iteration 70Q: 3 clusters Score -1.110416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -11104146.000000 Penalty: 5728.354980
	Iteration 71Q: 3 clusters Score -1.110415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -11104144.000000 Penalty: 5728.354980
	Iteration 72Q: 3 clusters Score -1.110414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -11104157.000000 Penalty: 5728.354980
	Iteration 73Q: 3 clusters Score -1.110416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -11104163.000000 Penalty: 5728.354980
	Iteration 74Q: 3 clusters Score -1.110416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -11104164.000000 Penalty: 5728.354980
	Iteration 75Q: 3 clusters Score -1.110416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -11104166.000000 Penalty: 5728.354980
	Iteration 76Q: 3 clusters Score -1.110417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -11104171.000000 Penalty: 5728.354980
	Iteration 77Q: 3 clusters Score -1.110417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -11104172.000000 Penalty: 5728.354980
	Iteration 78Q: 3 clusters Score -1.110417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -11104172.000000 Penalty: 5728.354980
	Iteration 79F: 3 clusters Score -1.110417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -75997.054688 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -75997.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74181.429688 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -74181.43 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74445.937500 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -74445.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74783.703125 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -74783.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75495.789062 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -75495.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75752.359375 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -75752.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75970.218750 Penalty: 3346.220459
	Iteration 5F: 3 clusters Score -75970.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76216.156250 Penalty: 3346.220459
	Iteration 6F: 3 clusters Score -76216.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76417.937500 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -76417.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76606.828125 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -76606.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76711.593750 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -76711.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -76772.203125 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -76772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -76804.593750 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -76804.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -76831.007812 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -76831.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76846.992188 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -76846.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76847.960938 Penalty: 3346.220459
	Iteration 14F: 3 clusters Score -76847.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -76875.570312 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -76875.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -76879.257812 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -76879.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -76882.250000 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -76882.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76884.359375 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -76884.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76884.359375 Penalty: 3346.220459
	Iteration 19F: 3 clusters Score -76884.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330887 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272972 members 
Mstep: Class 14 contains 57975 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103684 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 20052 members 
Mstep: Class 21 contains 77887 members 
Mstep: Class 22 contains 338195 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8829 members 
Mstep: Class 25 contains 588 members 
Entering Unmasked Estep 
Score: -158395600.000000 Penalty: 88271.046875
Splitting cluster 19 changes total score from -158396640.000000 to -158395600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (20052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Entering Unmasked Estep 
Score: -2131330.500000 Penalty: 2456.708740
	Iteration 0F: 2 clusters Score -2131330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2117235.750000 Penalty: 4913.417480
	Iteration 0F: 3 clusters Score -2117236 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2121847.250000 Penalty: 4913.417480
	Iteration 1F: 3 clusters Score -2121847 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2122217.250000 Penalty: 4913.417480
	Iteration 2F: 3 clusters Score -2122217 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2122530.500000 Penalty: 4913.417480
	Iteration 3Q: 3 clusters Score -2122530 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2122855.000000 Penalty: 4913.417480
	Iteration 4Q: 3 clusters Score -2122855 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2123231.750000 Penalty: 4913.417480
	Iteration 5Q: 3 clusters Score -2123232 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2123760.000000 Penalty: 4913.417480
	Iteration 6Q: 3 clusters Score -2123760 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2124499.500000 Penalty: 4913.417480
	Iteration 7F: 3 clusters Score -2124500 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2125481.500000 Penalty: 4913.417480
	Iteration 8F: 3 clusters Score -2125482 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2126633.500000 Penalty: 4913.417480
	Iteration 9F: 3 clusters Score -2126634 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2127634.750000 Penalty: 4913.417480
	Iteration 10F: 3 clusters Score -2127635 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2128319.500000 Penalty: 4913.417480
	Iteration 11Q: 3 clusters Score -2128320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2128708.000000 Penalty: 4913.417480
	Iteration 12Q: 3 clusters Score -2128708 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2128915.750000 Penalty: 4913.417480
	Iteration 13Q: 3 clusters Score -2128916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2129004.500000 Penalty: 4913.417480
	Iteration 14Q: 3 clusters Score -2129004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2129063.000000 Penalty: 4913.417480
	Iteration 15Q: 3 clusters Score -2129063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2129094.750000 Penalty: 4913.417480
	Iteration 16Q: 3 clusters Score -2129095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2129107.500000 Penalty: 4913.417480
	Iteration 17Q: 3 clusters Score -2129108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2129122.500000 Penalty: 4913.417480
	Iteration 18Q: 3 clusters Score -2129122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2129134.000000 Penalty: 4913.417480
	Iteration 19Q: 3 clusters Score -2129134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2129140.250000 Penalty: 4913.417480
	Iteration 20F: 3 clusters Score -2129140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2129144.250000 Penalty: 4913.417480
	Iteration 21Q: 3 clusters Score -2129144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2129151.750000 Penalty: 4913.417480
	Iteration 22Q: 3 clusters Score -2129152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2129151.750000 Penalty: 4913.417480
	Iteration 23F: 3 clusters Score -2129152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Entering Unmasked Estep 
Score: -8022399.000000 Penalty: 2793.227783
	Iteration 0F: 2 clusters Score -8022399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7970279.000000 Penalty: 5586.455566
	Iteration 0F: 3 clusters Score -7970279 nChanged 36527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7990448.500000 Penalty: 5586.455566
	Iteration 1F: 3 clusters Score -7990448 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7991012.500000 Penalty: 5586.455566
	Iteration 2Q: 3 clusters Score -7991012 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7991482.500000 Penalty: 5586.455566
	Iteration 3Q: 3 clusters Score -7991482 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -7991960.500000 Penalty: 5586.455566
	Iteration 4Q: 3 clusters Score -7991960 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7992457.500000 Penalty: 5586.455566
	Iteration 5Q: 3 clusters Score -7992458 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -7992977.500000 Penalty: 5586.455566
	Iteration 6Q: 3 clusters Score -7992978 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -7993781.000000 Penalty: 5586.455566
	Iteration 7Q: 3 clusters Score -7993781 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -7994944.000000 Penalty: 5586.455566
	Iteration 8Q: 3 clusters Score -7994944 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7997119.500000 Penalty: 5586.455566
	Iteration 9Q: 3 clusters Score -7997120 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -8000619.000000 Penalty: 5586.455566
	Iteration 10F: 3 clusters Score -8000619 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -8005760.000000 Penalty: 5586.455566
	Iteration 11F: 3 clusters Score -8005760 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -8011482.500000 Penalty: 5586.455566
	Iteration 12F: 3 clusters Score -8011482 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8015966.000000 Penalty: 5586.455566
	Iteration 13F: 3 clusters Score -8015966 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8018265.500000 Penalty: 5586.455566
	Iteration 14Q: 3 clusters Score -8018266 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8019209.000000 Penalty: 5586.455566
	Iteration 15Q: 3 clusters Score -8019209 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8019598.500000 Penalty: 5586.455566
	Iteration 16Q: 3 clusters Score -8019598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8019775.000000 Penalty: 5586.455566
	Iteration 17Q: 3 clusters Score -8019775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8019844.500000 Penalty: 5586.455566
	Iteration 18Q: 3 clusters Score -8019844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8019888.500000 Penalty: 5586.455566
	Iteration 19Q: 3 clusters Score -8019888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8019918.000000 Penalty: 5586.455566
	Iteration 20F: 3 clusters Score -8019918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8019928.500000 Penalty: 5586.455566
	Iteration 21Q: 3 clusters Score -8019928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8019934.500000 Penalty: 5586.455566
	Iteration 22Q: 3 clusters Score -8019934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8019936.000000 Penalty: 5586.455566
	Iteration 23Q: 3 clusters Score -8019936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8019944.000000 Penalty: 5586.455566
	Iteration 24Q: 3 clusters Score -8019944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8019943.000000 Penalty: 5586.455566
	Iteration 25Q: 3 clusters Score -8019943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8019943.000000 Penalty: 5586.455566
	Iteration 26F: 3 clusters Score -8019943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (338195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338195 members 
Entering Unmasked Estep 
Score: -35809116.000000 Penalty: 3157.381592
	Iteration 0F: 2 clusters Score -3.580912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168790 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -35591372.000000 Penalty: 6314.763184
	Iteration 0F: 3 clusters Score -3.559137e+07 nChanged 164151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160669 members 
Mstep: Class 2 contains 177526 members 
Entering Unmasked Estep 
Score: -35688324.000000 Penalty: 6314.763184
	Iteration 1F: 3 clusters Score -3.568832e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 182970 members 
Entering Unmasked Estep 
Score: -35690096.000000 Penalty: 6314.763184
	Iteration 2Q: 3 clusters Score -3.56901e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146833 members 
Mstep: Class 2 contains 191362 members 
Entering Unmasked Estep 
Score: -35692684.000000 Penalty: 6314.763184
	Iteration 3Q: 3 clusters Score -3.569268e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134078 members 
Mstep: Class 2 contains 204117 members 
Entering Unmasked Estep 
Score: -35697892.000000 Penalty: 6314.763184
	Iteration 4Q: 3 clusters Score -3.569789e+07 nChanged 19256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -35708156.000000 Penalty: 6314.763184
	Iteration 5F: 3 clusters Score -3.570816e+07 nChanged 25245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 247464 members 
Entering Unmasked Estep 
Score: -35725572.000000 Penalty: 6314.763184
	Iteration 6F: 3 clusters Score -3.572557e+07 nChanged 29070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 276374 members 
Entering Unmasked Estep 
Score: -35751500.000000 Penalty: 6314.763184
	Iteration 7F: 3 clusters Score -3.57515e+07 nChanged 26631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 302973 members 
Entering Unmasked Estep 
Score: -35777144.000000 Penalty: 6314.763184
	Iteration 8F: 3 clusters Score -3.577714e+07 nChanged 18120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 321079 members 
Entering Unmasked Estep 
Score: -35794720.000000 Penalty: 6314.763184
	Iteration 9F: 3 clusters Score -3.579472e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 330387 members 
Entering Unmasked Estep 
Score: -35801240.000000 Penalty: 6314.763184
	Iteration 10Q: 3 clusters Score -3.580124e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 334392 members 
Entering Unmasked Estep 
Score: -35803944.000000 Penalty: 6314.763184
	Iteration 11Q: 3 clusters Score -3.580394e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 335986 members 
Entering Unmasked Estep 
Score: -35805252.000000 Penalty: 6314.763184
	Iteration 12Q: 3 clusters Score -3.580525e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 336690 members 
Entering Unmasked Estep 
Score: -35805856.000000 Penalty: 6314.763184
	Iteration 13Q: 3 clusters Score -3.580586e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 337017 members 
Entering Unmasked Estep 
Score: -35806080.000000 Penalty: 6314.763184
	Iteration 14Q: 3 clusters Score -3.580608e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 337194 members 
Entering Unmasked Estep 
Score: -35806216.000000 Penalty: 6314.763184
	Iteration 15Q: 3 clusters Score -3.580622e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 337304 members 
Entering Unmasked Estep 
Score: -35806328.000000 Penalty: 6314.763184
	Iteration 16Q: 3 clusters Score -3.580633e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 337372 members 
Entering Unmasked Estep 
Score: -35806328.000000 Penalty: 6314.763184
	Iteration 17Q: 3 clusters Score -3.580633e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 337414 members 
Entering Unmasked Estep 
Score: -35806384.000000 Penalty: 6314.763184
	Iteration 18Q: 3 clusters Score -3.580638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 337441 members 
Entering Unmasked Estep 
Score: -35806400.000000 Penalty: 6314.763184
	Iteration 19Q: 3 clusters Score -3.58064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 337466 members 
Entering Unmasked Estep 
Score: -35806444.000000 Penalty: 6314.763184
	Iteration 20F: 3 clusters Score -3.580644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 337486 members 
Entering Unmasked Estep 
Score: -35806432.000000 Penalty: 6314.763184
	Iteration 21Q: 3 clusters Score -3.580643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 337489 members 
Entering Unmasked Estep 
Score: -35806440.000000 Penalty: 6314.763184
	Iteration 22Q: 3 clusters Score -3.580644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 337495 members 
Entering Unmasked Estep 
Score: -35806460.000000 Penalty: 6314.763184
	Iteration 23Q: 3 clusters Score -3.580646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 337506 members 
Entering Unmasked Estep 
Score: -35806452.000000 Penalty: 6314.763184
	Iteration 24Q: 3 clusters Score -3.580645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 337507 members 
Entering Unmasked Estep 
Score: -35806464.000000 Penalty: 6314.763184
	Iteration 25Q: 3 clusters Score -3.580646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 337506 members 
Entering Unmasked Estep 
Score: -35806488.000000 Penalty: 6314.763184
	Iteration 26Q: 3 clusters Score -3.580649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 337508 members 
Entering Unmasked Estep 
Score: -35806524.000000 Penalty: 6314.763184
	Iteration 27Q: 3 clusters Score -3.580652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 337509 members 
Entering Unmasked Estep 
Score: -35806544.000000 Penalty: 6314.763184
	Iteration 28Q: 3 clusters Score -3.580654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 337517 members 
Entering Unmasked Estep 
Score: -35806504.000000 Penalty: 6314.763184
	Iteration 29Q: 3 clusters Score -3.58065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 337520 members 
Entering Unmasked Estep 
Score: -35806512.000000 Penalty: 6314.763184
	Iteration 30Q: 3 clusters Score -3.580651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 337521 members 
Entering Unmasked Estep 
Score: -35806528.000000 Penalty: 6314.763184
	Iteration 31Q: 3 clusters Score -3.580653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 337522 members 
Entering Unmasked Estep 
Score: -35806520.000000 Penalty: 6314.763184
	Iteration 32Q: 3 clusters Score -3.580652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 337523 members 
Entering Unmasked Estep 
Score: -35806512.000000 Penalty: 6314.763184
	Iteration 33Q: 3 clusters Score -3.580651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 337524 members 
Entering Unmasked Estep 
Score: -35806508.000000 Penalty: 6314.763184
	Iteration 34Q: 3 clusters Score -3.580651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 337524 members 
Entering Unmasked Estep 
Score: -35806500.000000 Penalty: 6314.763184
	Iteration 35Q: 3 clusters Score -3.58065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 337527 members 
Entering Unmasked Estep 
Score: -35806496.000000 Penalty: 6314.763184
	Iteration 36Q: 3 clusters Score -3.58065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 337528 members 
Entering Unmasked Estep 
Score: -35806488.000000 Penalty: 6314.763184
	Iteration 37Q: 3 clusters Score -3.580649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 337530 members 
Entering Unmasked Estep 
Score: -35806488.000000 Penalty: 6314.763184
	Iteration 38Q: 3 clusters Score -3.580649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 337533 members 
Entering Unmasked Estep 
Score: -35806520.000000 Penalty: 6314.763184
	Iteration 39Q: 3 clusters Score -3.580652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 337536 members 
Entering Unmasked Estep 
Score: -35806492.000000 Penalty: 6314.763184
	Iteration 40F: 3 clusters Score -3.580649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 337534 members 
Entering Unmasked Estep 
Score: -35806496.000000 Penalty: 6314.763184
	Iteration 41Q: 3 clusters Score -3.58065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 337534 members 
Entering Unmasked Estep 
Score: -35806496.000000 Penalty: 6314.763184
	Iteration 42Q: 3 clusters Score -3.58065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 337535 members 
Entering Unmasked Estep 
Score: -35806492.000000 Penalty: 6314.763184
	Iteration 43Q: 3 clusters Score -3.580649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 337535 members 
Entering Unmasked Estep 
Score: -35806492.000000 Penalty: 6314.763184
	Iteration 44Q: 3 clusters Score -3.580649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 337536 members 
Entering Unmasked Estep 
Score: -35806488.000000 Penalty: 6314.763184
	Iteration 45Q: 3 clusters Score -3.580649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 337535 members 
Entering Unmasked Estep 
Score: -35806500.000000 Penalty: 6314.763184
	Iteration 46Q: 3 clusters Score -3.58065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 337536 members 
Entering Unmasked Estep 
Score: -35806500.000000 Penalty: 6314.763184
	Iteration 47Q: 3 clusters Score -3.58065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 337536 members 
Entering Unmasked Estep 
Score: -35806500.000000 Penalty: 6314.763184
	Iteration 48F: 3 clusters Score -3.58065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Entering Unmasked Estep 
Score: -3289348.000000 Penalty: 2560.532471
	Iteration 0F: 2 clusters Score -3289348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3268395.250000 Penalty: 5121.064941
	Iteration 0F: 3 clusters Score -3268395 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3275816.500000 Penalty: 5121.064941
	Iteration 1F: 3 clusters Score -3275816 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3276211.750000 Penalty: 5121.064941
	Iteration 2Q: 3 clusters Score -3276212 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3276564.750000 Penalty: 5121.064941
	Iteration 3Q: 3 clusters Score -3276565 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3276861.000000 Penalty: 5121.064941
	Iteration 4Q: 3 clusters Score -3276861 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3277211.500000 Penalty: 5121.064941
	Iteration 5Q: 3 clusters Score -3277212 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3277577.250000 Penalty: 5121.064941
	Iteration 6Q: 3 clusters Score -3277577 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3278091.500000 Penalty: 5121.064941
	Iteration 7Q: 3 clusters Score -3278092 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3278797.500000 Penalty: 5121.064941
	Iteration 8Q: 3 clusters Score -3278798 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3279855.500000 Penalty: 5121.064941
	Iteration 9F: 3 clusters Score -3279856 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3281331.250000 Penalty: 5121.064941
	Iteration 10F: 3 clusters Score -3281331 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3283140.250000 Penalty: 5121.064941
	Iteration 11F: 3 clusters Score -3283140 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3284825.750000 Penalty: 5121.064941
	Iteration 12F: 3 clusters Score -3284826 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3285974.000000 Penalty: 5121.064941
	Iteration 13Q: 3 clusters Score -3285974 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3286603.250000 Penalty: 5121.064941
	Iteration 14Q: 3 clusters Score -3286603 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3286963.250000 Penalty: 5121.064941
	Iteration 15Q: 3 clusters Score -3286963 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3287155.000000 Penalty: 5121.064941
	Iteration 16Q: 3 clusters Score -3287155 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3287265.000000 Penalty: 5121.064941
	Iteration 17Q: 3 clusters Score -3287265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3287353.500000 Penalty: 5121.064941
	Iteration 18Q: 3 clusters Score -3287354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3287415.250000 Penalty: 5121.064941
	Iteration 19Q: 3 clusters Score -3287415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3287467.500000 Penalty: 5121.064941
	Iteration 20F: 3 clusters Score -3287468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3287506.500000 Penalty: 5121.064941
	Iteration 21Q: 3 clusters Score -3287506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3287525.000000 Penalty: 5121.064941
	Iteration 22Q: 3 clusters Score -3287525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3287549.250000 Penalty: 5121.064941
	Iteration 23Q: 3 clusters Score -3287549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3287557.000000 Penalty: 5121.064941
	Iteration 24Q: 3 clusters Score -3287557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3287570.500000 Penalty: 5121.064941
	Iteration 25Q: 3 clusters Score -3287570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3287572.250000 Penalty: 5121.064941
	Iteration 26Q: 3 clusters Score -3287572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3287577.000000 Penalty: 5121.064941
	Iteration 27Q: 3 clusters Score -3287577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3287577.500000 Penalty: 5121.064941
	Iteration 28Q: 3 clusters Score -3287578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3287582.250000 Penalty: 5121.064941
	Iteration 29Q: 3 clusters Score -3287582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3287584.250000 Penalty: 5121.064941
	Iteration 30Q: 3 clusters Score -3287584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3287586.000000 Penalty: 5121.064941
	Iteration 31Q: 3 clusters Score -3287586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3287586.500000 Penalty: 5121.064941
	Iteration 32Q: 3 clusters Score -3287586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3287584.500000 Penalty: 5121.064941
	Iteration 33Q: 3 clusters Score -3287584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3287589.500000 Penalty: 5121.064941
	Iteration 34Q: 3 clusters Score -3287590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3287585.250000 Penalty: 5121.064941
	Iteration 35Q: 3 clusters Score -3287585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3287585.750000 Penalty: 5121.064941
	Iteration 36Q: 3 clusters Score -3287586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3287585.250000 Penalty: 5121.064941
	Iteration 37Q: 3 clusters Score -3287585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3287585.250000 Penalty: 5121.064941
	Iteration 38Q: 3 clusters Score -3287585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3287582.500000 Penalty: 5121.064941
	Iteration 39Q: 3 clusters Score -3287582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3287584.500000 Penalty: 5121.064941
	Iteration 40F: 3 clusters Score -3287584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3287585.000000 Penalty: 5121.064941
	Iteration 41Q: 3 clusters Score -3287585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3287586.750000 Penalty: 5121.064941
	Iteration 42Q: 3 clusters Score -3287587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3287592.750000 Penalty: 5121.064941
	Iteration 43Q: 3 clusters Score -3287593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3287590.750000 Penalty: 5121.064941
	Iteration 44Q: 3 clusters Score -3287591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3287598.000000 Penalty: 5121.064941
	Iteration 45Q: 3 clusters Score -3287598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3287598.000000 Penalty: 5121.064941
	Iteration 46Q: 3 clusters Score -3287598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3287602.250000 Penalty: 5121.064941
	Iteration 47Q: 3 clusters Score -3287602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3287605.750000 Penalty: 5121.064941
	Iteration 48Q: 3 clusters Score -3287606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3287608.500000 Penalty: 5121.064941
	Iteration 49Q: 3 clusters Score -3287608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3287603.500000 Penalty: 5121.064941
	Iteration 50Q: 3 clusters Score -3287604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3287605.500000 Penalty: 5121.064941
	Iteration 51Q: 3 clusters Score -3287606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3287609.500000 Penalty: 5121.064941
	Iteration 52Q: 3 clusters Score -3287610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3287605.500000 Penalty: 5121.064941
	Iteration 53Q: 3 clusters Score -3287606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3287605.500000 Penalty: 5121.064941
	Iteration 54F: 3 clusters Score -3287606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Entering Unmasked Estep 
Score: -884197.062500 Penalty: 2253.277832
	Iteration 0F: 2 clusters Score -884197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -877275.437500 Penalty: 4506.555664
	Iteration 0F: 3 clusters Score -877275.4 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -879440.875000 Penalty: 4506.555664
	Iteration 1F: 3 clusters Score -879440.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -880044.812500 Penalty: 4506.555664
	Iteration 2F: 3 clusters Score -880044.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -880601.625000 Penalty: 4506.555664
	Iteration 3F: 3 clusters Score -880601.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -881113.750000 Penalty: 4506.555664
	Iteration 4F: 3 clusters Score -881113.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -881558.750000 Penalty: 4506.555664
	Iteration 5F: 3 clusters Score -881558.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -881904.500000 Penalty: 4506.555664
	Iteration 6F: 3 clusters Score -881904.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -882167.750000 Penalty: 4506.555664
	Iteration 7Q: 3 clusters Score -882167.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -882388.812500 Penalty: 4506.555664
	Iteration 8Q: 3 clusters Score -882388.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -882563.437500 Penalty: 4506.555664
	Iteration 9Q: 3 clusters Score -882563.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -882680.812500 Penalty: 4506.555664
	Iteration 10Q: 3 clusters Score -882680.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -882754.062500 Penalty: 4506.555664
	Iteration 11Q: 3 clusters Score -882754.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -882807.812500 Penalty: 4506.555664
	Iteration 12Q: 3 clusters Score -882807.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -882854.250000 Penalty: 4506.555664
	Iteration 13Q: 3 clusters Score -882854.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -882889.187500 Penalty: 4506.555664
	Iteration 14Q: 3 clusters Score -882889.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -882914.750000 Penalty: 4506.555664
	Iteration 15Q: 3 clusters Score -882914.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -882930.000000 Penalty: 4506.555664
	Iteration 16Q: 3 clusters Score -882930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -882947.812500 Penalty: 4506.555664
	Iteration 17Q: 3 clusters Score -882947.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -882959.687500 Penalty: 4506.555664
	Iteration 18Q: 3 clusters Score -882959.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -882977.500000 Penalty: 4506.555664
	Iteration 19Q: 3 clusters Score -882977.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -882990.687500 Penalty: 4506.555664
	Iteration 20F: 3 clusters Score -882990.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -883007.250000 Penalty: 4506.555664
	Iteration 21Q: 3 clusters Score -883007.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -883023.375000 Penalty: 4506.555664
	Iteration 22Q: 3 clusters Score -883023.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -883035.000000 Penalty: 4506.555664
	Iteration 23Q: 3 clusters Score -883035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -883047.312500 Penalty: 4506.555664
	Iteration 24Q: 3 clusters Score -883047.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -883057.875000 Penalty: 4506.555664
	Iteration 25Q: 3 clusters Score -883057.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -883066.062500 Penalty: 4506.555664
	Iteration 26Q: 3 clusters Score -883066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -883072.875000 Penalty: 4506.555664
	Iteration 27Q: 3 clusters Score -883072.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -883085.750000 Penalty: 4506.555664
	Iteration 28Q: 3 clusters Score -883085.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -883099.562500 Penalty: 4506.555664
	Iteration 29Q: 3 clusters Score -883099.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -883114.375000 Penalty: 4506.555664
	Iteration 30Q: 3 clusters Score -883114.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -883129.437500 Penalty: 4506.555664
	Iteration 31Q: 3 clusters Score -883129.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -883138.187500 Penalty: 4506.555664
	Iteration 32Q: 3 clusters Score -883138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -883147.187500 Penalty: 4506.555664
	Iteration 33Q: 3 clusters Score -883147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -883156.000000 Penalty: 4506.555664
	Iteration 34Q: 3 clusters Score -883156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -883160.500000 Penalty: 4506.555664
	Iteration 35Q: 3 clusters Score -883160.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -883166.312500 Penalty: 4506.555664
	Iteration 36Q: 3 clusters Score -883166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -883170.812500 Penalty: 4506.555664
	Iteration 37Q: 3 clusters Score -883170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -883173.875000 Penalty: 4506.555664
	Iteration 38Q: 3 clusters Score -883173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -883177.750000 Penalty: 4506.555664
	Iteration 39Q: 3 clusters Score -883177.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -883186.937500 Penalty: 4506.555664
	Iteration 40F: 3 clusters Score -883186.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -883189.375000 Penalty: 4506.555664
	Iteration 41Q: 3 clusters Score -883189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -883199.500000 Penalty: 4506.555664
	Iteration 42Q: 3 clusters Score -883199.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -883209.875000 Penalty: 4506.555664
	Iteration 43Q: 3 clusters Score -883209.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -883216.875000 Penalty: 4506.555664
	Iteration 44Q: 3 clusters Score -883216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -883221.875000 Penalty: 4506.555664
	Iteration 45Q: 3 clusters Score -883221.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -883232.312500 Penalty: 4506.555664
	Iteration 46Q: 3 clusters Score -883232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -883233.875000 Penalty: 4506.555664
	Iteration 47Q: 3 clusters Score -883233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -883240.812500 Penalty: 4506.555664
	Iteration 48Q: 3 clusters Score -883240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -883250.062500 Penalty: 4506.555664
	Iteration 49Q: 3 clusters Score -883250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -883254.687500 Penalty: 4506.555664
	Iteration 50Q: 3 clusters Score -883254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -883258.500000 Penalty: 4506.555664
	Iteration 51Q: 3 clusters Score -883258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -883261.937500 Penalty: 4506.555664
	Iteration 52Q: 3 clusters Score -883261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -883263.000000 Penalty: 4506.555664
	Iteration 53Q: 3 clusters Score -883263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -883265.625000 Penalty: 4506.555664
	Iteration 54Q: 3 clusters Score -883265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -883266.562500 Penalty: 4506.555664
	Iteration 55Q: 3 clusters Score -883266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -883268.687500 Penalty: 4506.555664
	Iteration 56Q: 3 clusters Score -883268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -883268.937500 Penalty: 4506.555664
	Iteration 57Q: 3 clusters Score -883268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -883268.187500 Penalty: 4506.555664
	Iteration 58Q: 3 clusters Score -883268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -883268.312500 Penalty: 4506.555664
	Iteration 59Q: 3 clusters Score -883268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -883269.687500 Penalty: 4506.555664
	Iteration 60F: 3 clusters Score -883269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -883269.750000 Penalty: 4506.555664
	Iteration 61Q: 3 clusters Score -883269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -883269.937500 Penalty: 4506.555664
	Iteration 62Q: 3 clusters Score -883269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -883270.437500 Penalty: 4506.555664
	Iteration 63Q: 3 clusters Score -883270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -883270.687500 Penalty: 4506.555664
	Iteration 64Q: 3 clusters Score -883270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -883270.687500 Penalty: 4506.555664
	Iteration 65F: 3 clusters Score -883270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330887 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272972 members 
Mstep: Class 14 contains 57975 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103684 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20052 members 
Mstep: Class 21 contains 77887 members 
Mstep: Class 22 contains 338195 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396688.000000 Penalty: 84740.203125
Iteration 319Q: 25 clusters Score -1.583967e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330890 members 
Mstep: Class 6 contains 8348 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272946 members 
Mstep: Class 14 contains 57971 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103689 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20092 members 
Mstep: Class 21 contains 77855 members 
Mstep: Class 22 contains 338212 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396560.000000 Penalty: 84740.203125
Iteration 320F: 25 clusters Score -1.583966e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176371 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330886 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272921 members 
Mstep: Class 14 contains 57971 members 
Mstep: Class 15 contains 44559 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103695 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20130 members 
Mstep: Class 21 contains 77817 members 
Mstep: Class 22 contains 338233 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396624.000000 Penalty: 84740.203125
Iteration 321Q: 25 clusters Score -1.583966e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176374 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330888 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272899 members 
Mstep: Class 14 contains 57966 members 
Mstep: Class 15 contains 44560 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103696 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20171 members 
Mstep: Class 21 contains 77784 members 
Mstep: Class 22 contains 338244 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396656.000000 Penalty: 84740.203125
Iteration 322Q: 25 clusters Score -1.583967e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176379 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330888 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272885 members 
Mstep: Class 14 contains 57962 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103694 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20212 members 
Mstep: Class 21 contains 77756 members 
Mstep: Class 22 contains 338247 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396528.000000 Penalty: 84740.203125
Iteration 323Q: 25 clusters Score -1.583965e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176375 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330900 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272863 members 
Mstep: Class 14 contains 57955 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103699 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20247 members 
Mstep: Class 21 contains 77736 members 
Mstep: Class 22 contains 338246 members 
Mstep: Class 23 contains 30480 members 
Mstep: Class 24 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 324Q: 25 clusters Score -1.583966e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176374 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330895 members 
Mstep: Class 6 contains 8356 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272864 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103696 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20278 members 
Mstep: Class 21 contains 77725 members 
Mstep: Class 22 contains 338243 members 
Mstep: Class 23 contains 30481 members 
Mstep: Class 24 contains 8799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396544.000000 Penalty: 84740.203125
Iteration 325Q: 25 clusters Score -1.583965e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176374 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330888 members 
Mstep: Class 6 contains 8357 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272859 members 
Mstep: Class 14 contains 57952 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103692 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 77713 members 
Mstep: Class 22 contains 338256 members 
Mstep: Class 23 contains 30484 members 
Mstep: Class 24 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396592.000000 Penalty: 84740.203125
Iteration 326Q: 25 clusters Score -1.583966e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176379 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330880 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272850 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44565 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103686 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20332 members 
Mstep: Class 21 contains 77698 members 
Mstep: Class 22 contains 338267 members 
Mstep: Class 23 contains 30485 members 
Mstep: Class 24 contains 8776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396672.000000 Penalty: 84740.203125
Iteration 327Q: 25 clusters Score -1.583967e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176387 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330869 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272841 members 
Mstep: Class 14 contains 57955 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103681 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20353 members 
Mstep: Class 21 contains 77691 members 
Mstep: Class 22 contains 338278 members 
Mstep: Class 23 contains 30484 members 
Mstep: Class 24 contains 8767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396768.000000 Penalty: 84740.203125
Iteration 328Q: 25 clusters Score -1.583968e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176393 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330851 members 
Mstep: Class 6 contains 8361 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272831 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103688 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20374 members 
Mstep: Class 21 contains 77684 members 
Mstep: Class 22 contains 338293 members 
Mstep: Class 23 contains 30480 members 
Mstep: Class 24 contains 8759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396816.000000 Penalty: 84740.203125
Iteration 329Q: 25 clusters Score -1.583968e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176404 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330838 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272812 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44565 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103691 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 77674 members 
Mstep: Class 22 contains 338303 members 
Mstep: Class 23 contains 30480 members 
Mstep: Class 24 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396784.000000 Penalty: 84740.203125
Iteration 330Q: 25 clusters Score -1.583968e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176405 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330832 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272800 members 
Mstep: Class 14 contains 57951 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103692 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20404 members 
Mstep: Class 21 contains 77663 members 
Mstep: Class 22 contains 338314 members 
Mstep: Class 23 contains 30480 members 
Mstep: Class 24 contains 8755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396800.000000 Penalty: 84740.203125
Iteration 331Q: 25 clusters Score -1.583968e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330828 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272793 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44563 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103692 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20417 members 
Mstep: Class 21 contains 77654 members 
Mstep: Class 22 contains 338323 members 
Mstep: Class 23 contains 30479 members 
Mstep: Class 24 contains 8755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396864.000000 Penalty: 84740.203125
Iteration 332Q: 25 clusters Score -1.583969e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176400 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330829 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272789 members 
Mstep: Class 14 contains 57954 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103688 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20434 members 
Mstep: Class 21 contains 77641 members 
Mstep: Class 22 contains 338332 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396672.000000 Penalty: 84740.203125
Iteration 333Q: 25 clusters Score -1.583967e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330830 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272781 members 
Mstep: Class 14 contains 57954 members 
Mstep: Class 15 contains 44559 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103682 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20443 members 
Mstep: Class 21 contains 77635 members 
Mstep: Class 22 contains 338344 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396656.000000 Penalty: 84740.203125
Iteration 334Q: 25 clusters Score -1.583967e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176401 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330819 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272780 members 
Mstep: Class 14 contains 57954 members 
Mstep: Class 15 contains 44560 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103682 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20453 members 
Mstep: Class 21 contains 77632 members 
Mstep: Class 22 contains 338353 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396624.000000 Penalty: 84740.203125
Iteration 335Q: 25 clusters Score -1.583966e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176398 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330807 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272770 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103682 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20460 members 
Mstep: Class 21 contains 77631 members 
Mstep: Class 22 contains 338369 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396688.000000 Penalty: 84740.203125
Iteration 336Q: 25 clusters Score -1.583967e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176397 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330803 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272754 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103687 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20470 members 
Mstep: Class 21 contains 77630 members 
Mstep: Class 22 contains 338376 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 337Q: 25 clusters Score -1.583966e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176395 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330793 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272753 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44559 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103693 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20474 members 
Mstep: Class 21 contains 77628 members 
Mstep: Class 22 contains 338385 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 338Q: 25 clusters Score -1.583966e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176393 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330800 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272750 members 
Mstep: Class 14 contains 57955 members 
Mstep: Class 15 contains 44557 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103697 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20482 members 
Mstep: Class 21 contains 77625 members 
Mstep: Class 22 contains 338380 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396560.000000 Penalty: 84740.203125
Iteration 339Q: 25 clusters Score -1.583966e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176396 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330802 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272743 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44551 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103700 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20488 members 
Mstep: Class 21 contains 77623 members 
Mstep: Class 22 contains 338383 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396560.000000 Penalty: 84740.203125
Iteration 340F: 25 clusters Score -1.583966e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176396 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330798 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272740 members 
Mstep: Class 14 contains 57952 members 
Mstep: Class 15 contains 44548 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103701 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20495 members 
Mstep: Class 21 contains 77620 members 
Mstep: Class 22 contains 338391 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396560.000000 Penalty: 84740.203125
Iteration 341Q: 25 clusters Score -1.583966e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176394 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330797 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272736 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 44548 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103699 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20503 members 
Mstep: Class 21 contains 77618 members 
Mstep: Class 22 contains 338393 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396544.000000 Penalty: 84740.203125
Iteration 342Q: 25 clusters Score -1.583965e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176390 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330792 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272733 members 
Mstep: Class 14 contains 57955 members 
Mstep: Class 15 contains 44545 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103702 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20505 members 
Mstep: Class 21 contains 77617 members 
Mstep: Class 22 contains 338402 members 
Mstep: Class 23 contains 30476 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 343Q: 25 clusters Score -1.583966e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176390 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330773 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272735 members 
Mstep: Class 14 contains 57955 members 
Mstep: Class 15 contains 44542 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103707 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20512 members 
Mstep: Class 21 contains 77615 members 
Mstep: Class 22 contains 338413 members 
Mstep: Class 23 contains 30475 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396592.000000 Penalty: 84740.203125
Iteration 344Q: 25 clusters Score -1.583966e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176391 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330764 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272734 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20523 members 
Mstep: Class 21 contains 77608 members 
Mstep: Class 22 contains 338418 members 
Mstep: Class 23 contains 30474 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396736.000000 Penalty: 84740.203125
Iteration 345Q: 25 clusters Score -1.583967e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176396 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330762 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272729 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20531 members 
Mstep: Class 21 contains 77601 members 
Mstep: Class 22 contains 338420 members 
Mstep: Class 23 contains 30474 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396688.000000 Penalty: 84740.203125
Iteration 346Q: 25 clusters Score -1.583967e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176395 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330753 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272731 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20534 members 
Mstep: Class 21 contains 77598 members 
Mstep: Class 22 contains 338428 members 
Mstep: Class 23 contains 30474 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396784.000000 Penalty: 84740.203125
Iteration 347Q: 25 clusters Score -1.583968e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176396 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330749 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272732 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20536 members 
Mstep: Class 21 contains 77595 members 
Mstep: Class 22 contains 338433 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396752.000000 Penalty: 84740.203125
Iteration 348Q: 25 clusters Score -1.583968e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176397 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330746 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272733 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44540 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20540 members 
Mstep: Class 21 contains 77591 members 
Mstep: Class 22 contains 338435 members 
Mstep: Class 23 contains 30472 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 349Q: 25 clusters Score -1.583966e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176393 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330750 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272733 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44540 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20547 members 
Mstep: Class 21 contains 77583 members 
Mstep: Class 22 contains 338438 members 
Mstep: Class 23 contains 30472 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396640.000000 Penalty: 84740.203125
Iteration 350Q: 25 clusters Score -1.583966e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176391 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330753 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272732 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44539 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20554 members 
Mstep: Class 21 contains 77579 members 
Mstep: Class 22 contains 338438 members 
Mstep: Class 23 contains 30472 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396608.000000 Penalty: 84740.203125
Iteration 351Q: 25 clusters Score -1.583966e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176393 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330753 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272731 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44538 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20557 members 
Mstep: Class 21 contains 77576 members 
Mstep: Class 22 contains 338436 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396624.000000 Penalty: 84740.203125
Iteration 352Q: 25 clusters Score -1.583966e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176396 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330754 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272730 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44535 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20560 members 
Mstep: Class 21 contains 77575 members 
Mstep: Class 22 contains 338435 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396576.000000 Penalty: 84740.203125
Iteration 353Q: 25 clusters Score -1.583966e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176400 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330748 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272730 members 
Mstep: Class 14 contains 57957 members 
Mstep: Class 15 contains 44532 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 21 contains 77574 members 
Mstep: Class 22 contains 338439 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396592.000000 Penalty: 84740.203125
Iteration 354Q: 25 clusters Score -1.583966e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176400 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330743 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272731 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44528 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103707 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20567 members 
Mstep: Class 21 contains 77572 members 
Mstep: Class 22 contains 338439 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396592.000000 Penalty: 84740.203125
Iteration 355Q: 25 clusters Score -1.583966e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176401 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330744 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272730 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103707 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20571 members 
Mstep: Class 21 contains 77569 members 
Mstep: Class 22 contains 338438 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396560.000000 Penalty: 84740.203125
Iteration 356Q: 25 clusters Score -1.583966e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176403 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330746 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272728 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20572 members 
Mstep: Class 21 contains 77567 members 
Mstep: Class 22 contains 338438 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396544.000000 Penalty: 84740.203125
Iteration 357Q: 25 clusters Score -1.583965e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330745 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103707 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20573 members 
Mstep: Class 21 contains 77565 members 
Mstep: Class 22 contains 338441 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396512.000000 Penalty: 84740.203125
Iteration 358Q: 25 clusters Score -1.583965e+08 nChanged 11
Entering ConstructFrom: 
Score: -158396512.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (29141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Entering Unmasked Estep 
Score: -2828531.750000 Penalty: 2549.415527
	Iteration 0F: 2 clusters Score -2828532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2808685.250000 Penalty: 5098.831055
	Iteration 0F: 3 clusters Score -2808685 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2815694.500000 Penalty: 5098.831055
	Iteration 1F: 3 clusters Score -2815694 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2816315.500000 Penalty: 5098.831055
	Iteration 2F: 3 clusters Score -2816316 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2816989.750000 Penalty: 5098.831055
	Iteration 3F: 3 clusters Score -2816990 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2817728.500000 Penalty: 5098.831055
	Iteration 4F: 3 clusters Score -2817728 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2818520.250000 Penalty: 5098.831055
	Iteration 5F: 3 clusters Score -2818520 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2819410.500000 Penalty: 5098.831055
	Iteration 6F: 3 clusters Score -2819410 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2820311.000000 Penalty: 5098.831055
	Iteration 7F: 3 clusters Score -2820311 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2821218.000000 Penalty: 5098.831055
	Iteration 8F: 3 clusters Score -2821218 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2822067.500000 Penalty: 5098.831055
	Iteration 9Q: 3 clusters Score -2822068 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2822794.250000 Penalty: 5098.831055
	Iteration 10Q: 3 clusters Score -2822794 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2823489.000000 Penalty: 5098.831055
	Iteration 11Q: 3 clusters Score -2823489 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2824137.000000 Penalty: 5098.831055
	Iteration 12Q: 3 clusters Score -2824137 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2824714.000000 Penalty: 5098.831055
	Iteration 13Q: 3 clusters Score -2824714 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2825232.750000 Penalty: 5098.831055
	Iteration 14Q: 3 clusters Score -2825233 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2825595.750000 Penalty: 5098.831055
	Iteration 15Q: 3 clusters Score -2825596 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2825869.000000 Penalty: 5098.831055
	Iteration 16Q: 3 clusters Score -2825869 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2826046.250000 Penalty: 5098.831055
	Iteration 17Q: 3 clusters Score -2826046 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2826243.500000 Penalty: 5098.831055
	Iteration 18Q: 3 clusters Score -2826244 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2826368.000000 Penalty: 5098.831055
	Iteration 19Q: 3 clusters Score -2826368 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2826468.250000 Penalty: 5098.831055
	Iteration 20F: 3 clusters Score -2826468 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2826543.500000 Penalty: 5098.831055
	Iteration 21Q: 3 clusters Score -2826544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2826608.250000 Penalty: 5098.831055
	Iteration 22Q: 3 clusters Score -2826608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2826674.250000 Penalty: 5098.831055
	Iteration 23Q: 3 clusters Score -2826674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2826729.250000 Penalty: 5098.831055
	Iteration 24Q: 3 clusters Score -2826729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2826767.500000 Penalty: 5098.831055
	Iteration 25Q: 3 clusters Score -2826768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2826803.250000 Penalty: 5098.831055
	Iteration 26Q: 3 clusters Score -2826803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2826837.500000 Penalty: 5098.831055
	Iteration 27Q: 3 clusters Score -2826838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2826850.000000 Penalty: 5098.831055
	Iteration 28Q: 3 clusters Score -2826850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2826862.500000 Penalty: 5098.831055
	Iteration 29Q: 3 clusters Score -2826862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2826871.250000 Penalty: 5098.831055
	Iteration 30Q: 3 clusters Score -2826871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2826881.750000 Penalty: 5098.831055
	Iteration 31Q: 3 clusters Score -2826882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2826888.250000 Penalty: 5098.831055
	Iteration 32Q: 3 clusters Score -2826888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2826895.250000 Penalty: 5098.831055
	Iteration 33Q: 3 clusters Score -2826895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2826893.250000 Penalty: 5098.831055
	Iteration 34Q: 3 clusters Score -2826893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2826903.500000 Penalty: 5098.831055
	Iteration 35Q: 3 clusters Score -2826904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2826905.750000 Penalty: 5098.831055
	Iteration 36Q: 3 clusters Score -2826906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2826915.500000 Penalty: 5098.831055
	Iteration 37Q: 3 clusters Score -2826916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2826921.250000 Penalty: 5098.831055
	Iteration 38Q: 3 clusters Score -2826921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2826925.250000 Penalty: 5098.831055
	Iteration 39Q: 3 clusters Score -2826925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2826926.250000 Penalty: 5098.831055
	Iteration 40F: 3 clusters Score -2826926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2826937.250000 Penalty: 5098.831055
	Iteration 41Q: 3 clusters Score -2826937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2826950.000000 Penalty: 5098.831055
	Iteration 42Q: 3 clusters Score -2826950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2826951.750000 Penalty: 5098.831055
	Iteration 43Q: 3 clusters Score -2826952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2826959.750000 Penalty: 5098.831055
	Iteration 44Q: 3 clusters Score -2826960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2826965.250000 Penalty: 5098.831055
	Iteration 45Q: 3 clusters Score -2826965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2826969.750000 Penalty: 5098.831055
	Iteration 46Q: 3 clusters Score -2826970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2826978.500000 Penalty: 5098.831055
	Iteration 47Q: 3 clusters Score -2826978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2826977.000000 Penalty: 5098.831055
	Iteration 48Q: 3 clusters Score -2826977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2826980.750000 Penalty: 5098.831055
	Iteration 49Q: 3 clusters Score -2826981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2826976.750000 Penalty: 5098.831055
	Iteration 50Q: 3 clusters Score -2826977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2826979.750000 Penalty: 5098.831055
	Iteration 51Q: 3 clusters Score -2826980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2826979.750000 Penalty: 5098.831055
	Iteration 52F: 3 clusters Score -2826980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -283730.218750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -283730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -280367.500000 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -280367.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -281078.750000 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -281078.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -281262.843750 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -281262.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -281391.468750 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -281391.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -281482.312500 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -281482.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -281532.687500 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -281532.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -281567.156250 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -281567.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -281592.812500 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -281592.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -281617.812500 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -281617.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -281643.468750 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -281643.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -281658.312500 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -281658.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -281678.718750 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -281678.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -281697.000000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -281697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -281714.875000 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -281714.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -281726.750000 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -281726.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -281735.218750 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -281735.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -281747.125000 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -281747.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -281763.093750 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -281763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -281777.625000 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -281777.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -281789.343750 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -281789.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -281802.312500 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -281802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -281810.250000 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -281810.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -281817.843750 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -281817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281825.281250 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -281825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -281830.250000 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -281830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -281833.031250 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -281833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -281837.375000 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -281837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -281839.343750 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -281839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -281843.031250 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -281843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -281846.812500 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -281846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -281850.781250 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -281850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -281856.500000 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -281856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -281858.531250 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -281858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -281862.093750 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -281862.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -281867.593750 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -281867.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -281870.250000 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -281870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -281872.000000 Penalty: 4007.336914
	Iteration 36Q: 3 clusters Score -281872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -281873.718750 Penalty: 4007.336914
	Iteration 37Q: 3 clusters Score -281873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281875.531250 Penalty: 4007.336914
	Iteration 38Q: 3 clusters Score -281875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -281876.968750 Penalty: 4007.336914
	Iteration 39Q: 3 clusters Score -281877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -281877.437500 Penalty: 4007.336914
	Iteration 40F: 3 clusters Score -281877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -281877.968750 Penalty: 4007.336914
	Iteration 41Q: 3 clusters Score -281878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281878.281250 Penalty: 4007.336914
	Iteration 42Q: 3 clusters Score -281878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -281878.468750 Penalty: 4007.336914
	Iteration 43Q: 3 clusters Score -281878.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -281878.468750 Penalty: 4007.336914
	Iteration 44F: 3 clusters Score -281878.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Entering Unmasked Estep 
Score: -18881136.000000 Penalty: 2995.969238
	Iteration 0F: 2 clusters Score -1.888114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -18763052.000000 Penalty: 5991.938477
	Iteration 0F: 3 clusters Score -1.876305e+07 nChanged 84639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -18812754.000000 Penalty: 5991.938477
	Iteration 1F: 3 clusters Score -1.881275e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -18814150.000000 Penalty: 5991.938477
	Iteration 2Q: 3 clusters Score -1.881415e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -18816068.000000 Penalty: 5991.938477
	Iteration 3Q: 3 clusters Score -1.881607e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -18819218.000000 Penalty: 5991.938477
	Iteration 4Q: 3 clusters Score -1.881922e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -18824224.000000 Penalty: 5991.938477
	Iteration 5F: 3 clusters Score -1.882422e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -18832168.000000 Penalty: 5991.938477
	Iteration 6F: 3 clusters Score -1.883217e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -18842940.000000 Penalty: 5991.938477
	Iteration 7F: 3 clusters Score -1.884294e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -18854482.000000 Penalty: 5991.938477
	Iteration 8F: 3 clusters Score -1.885448e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -18863788.000000 Penalty: 5991.938477
	Iteration 9F: 3 clusters Score -1.886379e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -18870218.000000 Penalty: 5991.938477
	Iteration 10Q: 3 clusters Score -1.887022e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -18874146.000000 Penalty: 5991.938477
	Iteration 11Q: 3 clusters Score -1.887415e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 173301 members 
Entering Unmasked Estep 
Score: -18876408.000000 Penalty: 5991.938477
	Iteration 12Q: 3 clusters Score -1.887641e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -18877366.000000 Penalty: 5991.938477
	Iteration 13Q: 3 clusters Score -1.887737e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -18877928.000000 Penalty: 5991.938477
	Iteration 14Q: 3 clusters Score -1.887793e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 175698 members 
Entering Unmasked Estep 
Score: -18878170.000000 Penalty: 5991.938477
	Iteration 15Q: 3 clusters Score -1.887817e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 175823 members 
Entering Unmasked Estep 
Score: -18878302.000000 Penalty: 5991.938477
	Iteration 16Q: 3 clusters Score -1.88783e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 175892 members 
Entering Unmasked Estep 
Score: -18878342.000000 Penalty: 5991.938477
	Iteration 17Q: 3 clusters Score -1.887834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -18878390.000000 Penalty: 5991.938477
	Iteration 18Q: 3 clusters Score -1.887839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -18878410.000000 Penalty: 5991.938477
	Iteration 19Q: 3 clusters Score -1.887841e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -18878438.000000 Penalty: 5991.938477
	Iteration 20F: 3 clusters Score -1.887844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -18878456.000000 Penalty: 5991.938477
	Iteration 21Q: 3 clusters Score -1.887846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -18878476.000000 Penalty: 5991.938477
	Iteration 22Q: 3 clusters Score -1.887848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -18878480.000000 Penalty: 5991.938477
	Iteration 23Q: 3 clusters Score -1.887848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 175996 members 
Entering Unmasked Estep 
Score: -18878474.000000 Penalty: 5991.938477
	Iteration 24Q: 3 clusters Score -1.887847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -18878470.000000 Penalty: 5991.938477
	Iteration 25Q: 3 clusters Score -1.887847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -18878484.000000 Penalty: 5991.938477
	Iteration 26Q: 3 clusters Score -1.887848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -18878484.000000 Penalty: 5991.938477
	Iteration 27F: 3 clusters Score -1.887848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -123276.218750 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -123276.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -121168.695312 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -121168.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -121459.335938 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -121459.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -121556.484375 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -121556.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -121612.132812 Penalty: 3539.695557
	Iteration 3Q: 3 clusters Score -121612.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -121642.632812 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -121642.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121660.953125 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -121661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121672.632812 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -121672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121686.164062 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -121686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121708.039062 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -121708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121716.757812 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -121716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121729.984375 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -121730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121736.382812 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -121736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121738.750000 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -121738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121739.835938 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -121739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121740.320312 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -121740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121740.320312 Penalty: 3539.695557
	Iteration 15F: 3 clusters Score -121740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330744 members 
Entering Unmasked Estep 
Score: -35071068.000000 Penalty: 3151.856689
	Iteration 0F: 2 clusters Score -3.507107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -34853420.000000 Penalty: 6303.713379
	Iteration 0F: 3 clusters Score -3.485342e+07 nChanged 160401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -34949440.000000 Penalty: 6303.713379
	Iteration 1F: 3 clusters Score -3.494944e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -34951388.000000 Penalty: 6303.713379
	Iteration 2Q: 3 clusters Score -3.495139e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -34954032.000000 Penalty: 6303.713379
	Iteration 3Q: 3 clusters Score -3.495403e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -34958400.000000 Penalty: 6303.713379
	Iteration 4Q: 3 clusters Score -3.49584e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -34965196.000000 Penalty: 6303.713379
	Iteration 5Q: 3 clusters Score -3.49652e+07 nChanged 18223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161825 members 
Mstep: Class 2 contains 168919 members 
Entering Unmasked Estep 
Score: -34975900.000000 Penalty: 6303.713379
	Iteration 6F: 3 clusters Score -3.49759e+07 nChanged 22476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -34992188.000000 Penalty: 6303.713379
	Iteration 7F: 3 clusters Score -3.499219e+07 nChanged 25108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -35013852.000000 Penalty: 6303.713379
	Iteration 8F: 3 clusters Score -3.501385e+07 nChanged 23059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 190940 members 
Entering Unmasked Estep 
Score: -35030732.000000 Penalty: 6303.713379
	Iteration 9F: 3 clusters Score -3.503073e+07 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134151 members 
Mstep: Class 2 contains 196593 members 
Entering Unmasked Estep 
Score: -35037672.000000 Penalty: 6303.713379
	Iteration 10Q: 3 clusters Score -3.503767e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 200913 members 
Entering Unmasked Estep 
Score: -35040192.000000 Penalty: 6303.713379
	Iteration 11Q: 3 clusters Score -3.504019e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 204832 members 
Entering Unmasked Estep 
Score: -35041576.000000 Penalty: 6303.713379
	Iteration 12Q: 3 clusters Score -3.504158e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 208558 members 
Entering Unmasked Estep 
Score: -35042524.000000 Penalty: 6303.713379
	Iteration 13Q: 3 clusters Score -3.504252e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 212158 members 
Entering Unmasked Estep 
Score: -35043712.000000 Penalty: 6303.713379
	Iteration 14Q: 3 clusters Score -3.504371e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 215567 members 
Entering Unmasked Estep 
Score: -35044636.000000 Penalty: 6303.713379
	Iteration 15Q: 3 clusters Score -3.504464e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 218922 members 
Entering Unmasked Estep 
Score: -35045372.000000 Penalty: 6303.713379
	Iteration 16Q: 3 clusters Score -3.504537e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 222148 members 
Entering Unmasked Estep 
Score: -35046276.000000 Penalty: 6303.713379
	Iteration 17Q: 3 clusters Score -3.504628e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 225322 members 
Entering Unmasked Estep 
Score: -35046752.000000 Penalty: 6303.713379
	Iteration 18Q: 3 clusters Score -3.504675e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 228433 members 
Entering Unmasked Estep 
Score: -35047420.000000 Penalty: 6303.713379
	Iteration 19Q: 3 clusters Score -3.504742e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 231509 members 
Entering Unmasked Estep 
Score: -35048092.000000 Penalty: 6303.713379
	Iteration 20F: 3 clusters Score -3.504809e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 234537 members 
Entering Unmasked Estep 
Score: -35048576.000000 Penalty: 6303.713379
	Iteration 21Q: 3 clusters Score -3.504858e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 237609 members 
Entering Unmasked Estep 
Score: -35049116.000000 Penalty: 6303.713379
	Iteration 22Q: 3 clusters Score -3.504912e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 240641 members 
Entering Unmasked Estep 
Score: -35049696.000000 Penalty: 6303.713379
	Iteration 23Q: 3 clusters Score -3.50497e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 243766 members 
Entering Unmasked Estep 
Score: -35050272.000000 Penalty: 6303.713379
	Iteration 24Q: 3 clusters Score -3.505027e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 246915 members 
Entering Unmasked Estep 
Score: -35050812.000000 Penalty: 6303.713379
	Iteration 25Q: 3 clusters Score -3.505081e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 250050 members 
Entering Unmasked Estep 
Score: -35051404.000000 Penalty: 6303.713379
	Iteration 26Q: 3 clusters Score -3.50514e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 253185 members 
Entering Unmasked Estep 
Score: -35051996.000000 Penalty: 6303.713379
	Iteration 27Q: 3 clusters Score -3.5052e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 256261 members 
Entering Unmasked Estep 
Score: -35052500.000000 Penalty: 6303.713379
	Iteration 28Q: 3 clusters Score -3.50525e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 259340 members 
Entering Unmasked Estep 
Score: -35053104.000000 Penalty: 6303.713379
	Iteration 29Q: 3 clusters Score -3.50531e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 262420 members 
Entering Unmasked Estep 
Score: -35053664.000000 Penalty: 6303.713379
	Iteration 30Q: 3 clusters Score -3.505366e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 265527 members 
Entering Unmasked Estep 
Score: -35054472.000000 Penalty: 6303.713379
	Iteration 31Q: 3 clusters Score -3.505447e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 268733 members 
Entering Unmasked Estep 
Score: -35055100.000000 Penalty: 6303.713379
	Iteration 32Q: 3 clusters Score -3.50551e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 271957 members 
Entering Unmasked Estep 
Score: -35055796.000000 Penalty: 6303.713379
	Iteration 33Q: 3 clusters Score -3.50558e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 275231 members 
Entering Unmasked Estep 
Score: -35056276.000000 Penalty: 6303.713379
	Iteration 34Q: 3 clusters Score -3.505628e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 278536 members 
Entering Unmasked Estep 
Score: -35057196.000000 Penalty: 6303.713379
	Iteration 35Q: 3 clusters Score -3.50572e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 281819 members 
Entering Unmasked Estep 
Score: -35058004.000000 Penalty: 6303.713379
	Iteration 36Q: 3 clusters Score -3.5058e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 285148 members 
Entering Unmasked Estep 
Score: -35058720.000000 Penalty: 6303.713379
	Iteration 37Q: 3 clusters Score -3.505872e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 288371 members 
Entering Unmasked Estep 
Score: -35059492.000000 Penalty: 6303.713379
	Iteration 38Q: 3 clusters Score -3.505949e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 291536 members 
Entering Unmasked Estep 
Score: -35060384.000000 Penalty: 6303.713379
	Iteration 39Q: 3 clusters Score -3.506038e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 294683 members 
Entering Unmasked Estep 
Score: -35061384.000000 Penalty: 6303.713379
	Iteration 40F: 3 clusters Score -3.506138e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 297673 members 
Entering Unmasked Estep 
Score: -35062276.000000 Penalty: 6303.713379
	Iteration 41Q: 3 clusters Score -3.506228e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 300542 members 
Entering Unmasked Estep 
Score: -35063208.000000 Penalty: 6303.713379
	Iteration 42Q: 3 clusters Score -3.506321e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 303321 members 
Entering Unmasked Estep 
Score: -35064048.000000 Penalty: 6303.713379
	Iteration 43Q: 3 clusters Score -3.506405e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 305926 members 
Entering Unmasked Estep 
Score: -35064796.000000 Penalty: 6303.713379
	Iteration 44Q: 3 clusters Score -3.50648e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 308421 members 
Entering Unmasked Estep 
Score: -35065624.000000 Penalty: 6303.713379
	Iteration 45Q: 3 clusters Score -3.506562e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 310801 members 
Entering Unmasked Estep 
Score: -35066288.000000 Penalty: 6303.713379
	Iteration 46Q: 3 clusters Score -3.506629e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 312927 members 
Entering Unmasked Estep 
Score: -35066632.000000 Penalty: 6303.713379
	Iteration 47Q: 3 clusters Score -3.506663e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 314891 members 
Entering Unmasked Estep 
Score: -35067160.000000 Penalty: 6303.713379
	Iteration 48Q: 3 clusters Score -3.506716e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 316666 members 
Entering Unmasked Estep 
Score: -35067628.000000 Penalty: 6303.713379
	Iteration 49Q: 3 clusters Score -3.506763e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 318153 members 
Entering Unmasked Estep 
Score: -35068104.000000 Penalty: 6303.713379
	Iteration 50Q: 3 clusters Score -3.50681e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 319452 members 
Entering Unmasked Estep 
Score: -35068480.000000 Penalty: 6303.713379
	Iteration 51Q: 3 clusters Score -3.506848e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 320548 members 
Entering Unmasked Estep 
Score: -35068792.000000 Penalty: 6303.713379
	Iteration 52Q: 3 clusters Score -3.506879e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 321491 members 
Entering Unmasked Estep 
Score: -35069052.000000 Penalty: 6303.713379
	Iteration 53Q: 3 clusters Score -3.506905e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 322295 members 
Entering Unmasked Estep 
Score: -35069152.000000 Penalty: 6303.713379
	Iteration 54Q: 3 clusters Score -3.506915e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 322949 members 
Entering Unmasked Estep 
Score: -35069236.000000 Penalty: 6303.713379
	Iteration 55Q: 3 clusters Score -3.506924e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 323507 members 
Entering Unmasked Estep 
Score: -35069376.000000 Penalty: 6303.713379
	Iteration 56Q: 3 clusters Score -3.506938e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 323989 members 
Entering Unmasked Estep 
Score: -35069512.000000 Penalty: 6303.713379
	Iteration 57Q: 3 clusters Score -3.506951e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 324415 members 
Entering Unmasked Estep 
Score: -35069532.000000 Penalty: 6303.713379
	Iteration 58Q: 3 clusters Score -3.506953e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 324792 members 
Entering Unmasked Estep 
Score: -35069616.000000 Penalty: 6303.713379
	Iteration 59Q: 3 clusters Score -3.506962e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 325141 members 
Entering Unmasked Estep 
Score: -35069784.000000 Penalty: 6303.713379
	Iteration 60F: 3 clusters Score -3.506978e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 325449 members 
Entering Unmasked Estep 
Score: -35069756.000000 Penalty: 6303.713379
	Iteration 61Q: 3 clusters Score -3.506976e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 325695 members 
Entering Unmasked Estep 
Score: -35069816.000000 Penalty: 6303.713379
	Iteration 62Q: 3 clusters Score -3.506982e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 325917 members 
Entering Unmasked Estep 
Score: -35069788.000000 Penalty: 6303.713379
	Iteration 63Q: 3 clusters Score -3.506979e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 326106 members 
Entering Unmasked Estep 
Score: -35069788.000000 Penalty: 6303.713379
	Iteration 64Q: 3 clusters Score -3.506979e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 326272 members 
Entering Unmasked Estep 
Score: -35069876.000000 Penalty: 6303.713379
	Iteration 65Q: 3 clusters Score -3.506988e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 326419 members 
Entering Unmasked Estep 
Score: -35069888.000000 Penalty: 6303.713379
	Iteration 66Q: 3 clusters Score -3.506989e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 326551 members 
Entering Unmasked Estep 
Score: -35069916.000000 Penalty: 6303.713379
	Iteration 67Q: 3 clusters Score -3.506992e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 326674 members 
Entering Unmasked Estep 
Score: -35069944.000000 Penalty: 6303.713379
	Iteration 68Q: 3 clusters Score -3.506994e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 326761 members 
Entering Unmasked Estep 
Score: -35069952.000000 Penalty: 6303.713379
	Iteration 69Q: 3 clusters Score -3.506995e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 326835 members 
Entering Unmasked Estep 
Score: -35070056.000000 Penalty: 6303.713379
	Iteration 70Q: 3 clusters Score -3.507006e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 326917 members 
Entering Unmasked Estep 
Score: -35070028.000000 Penalty: 6303.713379
	Iteration 71Q: 3 clusters Score -3.507003e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 326986 members 
Entering Unmasked Estep 
Score: -35070008.000000 Penalty: 6303.713379
	Iteration 72Q: 3 clusters Score -3.507001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 327053 members 
Entering Unmasked Estep 
Score: -35070032.000000 Penalty: 6303.713379
	Iteration 73Q: 3 clusters Score -3.507003e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 327103 members 
Entering Unmasked Estep 
Score: -35070056.000000 Penalty: 6303.713379
	Iteration 74Q: 3 clusters Score -3.507006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 327146 members 
Entering Unmasked Estep 
Score: -35070068.000000 Penalty: 6303.713379
	Iteration 75Q: 3 clusters Score -3.507007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 327195 members 
Entering Unmasked Estep 
Score: -35070052.000000 Penalty: 6303.713379
	Iteration 76Q: 3 clusters Score -3.507005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 327232 members 
Entering Unmasked Estep 
Score: -35070064.000000 Penalty: 6303.713379
	Iteration 77Q: 3 clusters Score -3.507006e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 327266 members 
Entering Unmasked Estep 
Score: -35070080.000000 Penalty: 6303.713379
	Iteration 78Q: 3 clusters Score -3.507008e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 327308 members 
Entering Unmasked Estep 
Score: -35070076.000000 Penalty: 6303.713379
	Iteration 79Q: 3 clusters Score -3.507008e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 327341 members 
Entering Unmasked Estep 
Score: -35070064.000000 Penalty: 6303.713379
	Iteration 80F: 3 clusters Score -3.507006e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 327375 members 
Entering Unmasked Estep 
Score: -35070108.000000 Penalty: 6303.713379
	Iteration 81Q: 3 clusters Score -3.507011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 327405 members 
Entering Unmasked Estep 
Score: -35070116.000000 Penalty: 6303.713379
	Iteration 82Q: 3 clusters Score -3.507012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 327424 members 
Entering Unmasked Estep 
Score: -35070148.000000 Penalty: 6303.713379
	Iteration 83Q: 3 clusters Score -3.507015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 327451 members 
Entering Unmasked Estep 
Score: -35070144.000000 Penalty: 6303.713379
	Iteration 84Q: 3 clusters Score -3.507014e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 327483 members 
Entering Unmasked Estep 
Score: -35070148.000000 Penalty: 6303.713379
	Iteration 85Q: 3 clusters Score -3.507015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 327513 members 
Entering Unmasked Estep 
Score: -35070152.000000 Penalty: 6303.713379
	Iteration 86Q: 3 clusters Score -3.507015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 327535 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 87Q: 3 clusters Score -3.507017e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 327546 members 
Entering Unmasked Estep 
Score: -35070152.000000 Penalty: 6303.713379
	Iteration 88Q: 3 clusters Score -3.507015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 327569 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 89Q: 3 clusters Score -3.507017e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 327594 members 
Entering Unmasked Estep 
Score: -35070164.000000 Penalty: 6303.713379
	Iteration 90Q: 3 clusters Score -3.507016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 327611 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 91Q: 3 clusters Score -3.507017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 327642 members 
Entering Unmasked Estep 
Score: -35070160.000000 Penalty: 6303.713379
	Iteration 92Q: 3 clusters Score -3.507016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 327659 members 
Entering Unmasked Estep 
Score: -35070212.000000 Penalty: 6303.713379
	Iteration 93Q: 3 clusters Score -3.507021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 327670 members 
Entering Unmasked Estep 
Score: -35070220.000000 Penalty: 6303.713379
	Iteration 94Q: 3 clusters Score -3.507022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 327678 members 
Entering Unmasked Estep 
Score: -35070204.000000 Penalty: 6303.713379
	Iteration 95Q: 3 clusters Score -3.50702e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 327688 members 
Entering Unmasked Estep 
Score: -35070212.000000 Penalty: 6303.713379
	Iteration 96Q: 3 clusters Score -3.507021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 327698 members 
Entering Unmasked Estep 
Score: -35070220.000000 Penalty: 6303.713379
	Iteration 97Q: 3 clusters Score -3.507022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 327703 members 
Entering Unmasked Estep 
Score: -35070224.000000 Penalty: 6303.713379
	Iteration 98Q: 3 clusters Score -3.507022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 327712 members 
Entering Unmasked Estep 
Score: -35070208.000000 Penalty: 6303.713379
	Iteration 99Q: 3 clusters Score -3.507021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 327724 members 
Entering Unmasked Estep 
Score: -35070220.000000 Penalty: 6303.713379
	Iteration 100F: 3 clusters Score -3.507022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 327729 members 
Entering Unmasked Estep 
Score: -35070188.000000 Penalty: 6303.713379
	Iteration 101Q: 3 clusters Score -3.507019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 327734 members 
Entering Unmasked Estep 
Score: -35070196.000000 Penalty: 6303.713379
	Iteration 102Q: 3 clusters Score -3.50702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 327738 members 
Entering Unmasked Estep 
Score: -35070204.000000 Penalty: 6303.713379
	Iteration 103Q: 3 clusters Score -3.50702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 327739 members 
Entering Unmasked Estep 
Score: -35070216.000000 Penalty: 6303.713379
	Iteration 104Q: 3 clusters Score -3.507022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 327743 members 
Entering Unmasked Estep 
Score: -35070208.000000 Penalty: 6303.713379
	Iteration 105Q: 3 clusters Score -3.507021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 327750 members 
Entering Unmasked Estep 
Score: -35070204.000000 Penalty: 6303.713379
	Iteration 106Q: 3 clusters Score -3.50702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 327761 members 
Entering Unmasked Estep 
Score: -35070184.000000 Penalty: 6303.713379
	Iteration 107Q: 3 clusters Score -3.507018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 327773 members 
Entering Unmasked Estep 
Score: -35070204.000000 Penalty: 6303.713379
	Iteration 108Q: 3 clusters Score -3.50702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 327790 members 
Entering Unmasked Estep 
Score: -35070184.000000 Penalty: 6303.713379
	Iteration 109Q: 3 clusters Score -3.507018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 327804 members 
Entering Unmasked Estep 
Score: -35070164.000000 Penalty: 6303.713379
	Iteration 110Q: 3 clusters Score -3.507016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 327817 members 
Entering Unmasked Estep 
Score: -35070168.000000 Penalty: 6303.713379
	Iteration 111Q: 3 clusters Score -3.507017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 327830 members 
Entering Unmasked Estep 
Score: -35070160.000000 Penalty: 6303.713379
	Iteration 112Q: 3 clusters Score -3.507016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 327835 members 
Entering Unmasked Estep 
Score: -35070152.000000 Penalty: 6303.713379
	Iteration 113Q: 3 clusters Score -3.507015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 327841 members 
Entering Unmasked Estep 
Score: -35070160.000000 Penalty: 6303.713379
	Iteration 114Q: 3 clusters Score -3.507016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 327850 members 
Entering Unmasked Estep 
Score: -35070136.000000 Penalty: 6303.713379
	Iteration 115Q: 3 clusters Score -3.507014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 327855 members 
Entering Unmasked Estep 
Score: -35070128.000000 Penalty: 6303.713379
	Iteration 116Q: 3 clusters Score -3.507013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 327859 members 
Entering Unmasked Estep 
Score: -35070120.000000 Penalty: 6303.713379
	Iteration 117Q: 3 clusters Score -3.507012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 327862 members 
Entering Unmasked Estep 
Score: -35070124.000000 Penalty: 6303.713379
	Iteration 118Q: 3 clusters Score -3.507012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 327863 members 
Entering Unmasked Estep 
Score: -35070148.000000 Penalty: 6303.713379
	Iteration 119Q: 3 clusters Score -3.507015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 327867 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 120F: 3 clusters Score -3.507017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 327874 members 
Entering Unmasked Estep 
Score: -35070148.000000 Penalty: 6303.713379
	Iteration 121Q: 3 clusters Score -3.507015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 327879 members 
Entering Unmasked Estep 
Score: -35070156.000000 Penalty: 6303.713379
	Iteration 122Q: 3 clusters Score -3.507016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 327881 members 
Entering Unmasked Estep 
Score: -35070180.000000 Penalty: 6303.713379
	Iteration 123Q: 3 clusters Score -3.507018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 327881 members 
Entering Unmasked Estep 
Score: -35070176.000000 Penalty: 6303.713379
	Iteration 124Q: 3 clusters Score -3.507018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 327886 members 
Entering Unmasked Estep 
Score: -35070196.000000 Penalty: 6303.713379
	Iteration 125Q: 3 clusters Score -3.50702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 327892 members 
Entering Unmasked Estep 
Score: -35070192.000000 Penalty: 6303.713379
	Iteration 126Q: 3 clusters Score -3.507019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 327896 members 
Entering Unmasked Estep 
Score: -35070184.000000 Penalty: 6303.713379
	Iteration 127Q: 3 clusters Score -3.507018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 327899 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 128Q: 3 clusters Score -3.507017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 327902 members 
Entering Unmasked Estep 
Score: -35070168.000000 Penalty: 6303.713379
	Iteration 129Q: 3 clusters Score -3.507017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 327905 members 
Entering Unmasked Estep 
Score: -35070160.000000 Penalty: 6303.713379
	Iteration 130Q: 3 clusters Score -3.507016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 327908 members 
Entering Unmasked Estep 
Score: -35070156.000000 Penalty: 6303.713379
	Iteration 131Q: 3 clusters Score -3.507016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 327911 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 132Q: 3 clusters Score -3.507017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 327915 members 
Entering Unmasked Estep 
Score: -35070180.000000 Penalty: 6303.713379
	Iteration 133Q: 3 clusters Score -3.507018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 327918 members 
Entering Unmasked Estep 
Score: -35070188.000000 Penalty: 6303.713379
	Iteration 134Q: 3 clusters Score -3.507019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 327926 members 
Entering Unmasked Estep 
Score: -35070176.000000 Penalty: 6303.713379
	Iteration 135Q: 3 clusters Score -3.507018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 327933 members 
Entering Unmasked Estep 
Score: -35070156.000000 Penalty: 6303.713379
	Iteration 136Q: 3 clusters Score -3.507016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 327940 members 
Entering Unmasked Estep 
Score: -35070168.000000 Penalty: 6303.713379
	Iteration 137Q: 3 clusters Score -3.507017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 327942 members 
Entering Unmasked Estep 
Score: -35070168.000000 Penalty: 6303.713379
	Iteration 138Q: 3 clusters Score -3.507017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 327944 members 
Entering Unmasked Estep 
Score: -35070192.000000 Penalty: 6303.713379
	Iteration 139Q: 3 clusters Score -3.507019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 327946 members 
Entering Unmasked Estep 
Score: -35070164.000000 Penalty: 6303.713379
	Iteration 140F: 3 clusters Score -3.507016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 327944 members 
Entering Unmasked Estep 
Score: -35070172.000000 Penalty: 6303.713379
	Iteration 141Q: 3 clusters Score -3.507017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 327946 members 
Entering Unmasked Estep 
Score: -35070188.000000 Penalty: 6303.713379
	Iteration 142Q: 3 clusters Score -3.507019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 327946 members 
Entering Unmasked Estep 
Score: -35070180.000000 Penalty: 6303.713379
	Iteration 143Q: 3 clusters Score -3.507018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 327948 members 
Entering Unmasked Estep 
Score: -35070184.000000 Penalty: 6303.713379
	Iteration 144Q: 3 clusters Score -3.507018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 327950 members 
Entering Unmasked Estep 
Score: -35070184.000000 Penalty: 6303.713379
	Iteration 145Q: 3 clusters Score -3.507018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 327950 members 
Entering Unmasked Estep 
Score: -35070184.000000 Penalty: 6303.713379
	Iteration 146F: 3 clusters Score -3.507018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -864555.000000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -864555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -857861.875000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -857861.9 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -859633.312500 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -859633.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -859899.812500 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -859899.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -860084.000000 Penalty: 4479.719727
	Iteration 3Q: 3 clusters Score -860084 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -860209.375000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -860209.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -860330.500000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -860330.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -860449.125000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -860449.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -860568.687500 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -860568.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -860682.250000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -860682.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -860803.250000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -860803.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -860929.125000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -860929.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -861070.312500 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -861070.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -861209.125000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -861209.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -861356.625000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -861356.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -861482.937500 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -861482.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -861610.125000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -861610.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -861713.937500 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -861713.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -861798.812500 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -861798.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -861897.125000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -861897.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -861995.125000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -861995.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -862084.312500 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -862084.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -862149.875000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -862149.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -862199.312500 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -862199.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -862232.500000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -862232.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -862256.875000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -862256.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -862272.000000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -862272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -862290.250000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -862290.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -862309.500000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -862309.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -862330.187500 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -862330.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -862351.000000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -862351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -862366.562500 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -862366.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -862381.875000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -862381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -862388.187500 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -862388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -862391.250000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -862391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -862392.375000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -862392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -862395.187500 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -862395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -862398.625000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -862398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -862400.750000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -862400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -862403.437500 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -862403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -862406.750000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -862406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -862411.812500 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -862411.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -862423.000000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -862423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -862431.687500 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -862431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -862432.437500 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -862432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -862438.750000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -862438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -862444.187500 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -862444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -862449.125000 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -862449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -862455.437500 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -862455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -862458.375000 Penalty: 4479.719727
	Iteration 48Q: 3 clusters Score -862458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -862459.437500 Penalty: 4479.719727
	Iteration 49Q: 3 clusters Score -862459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -862464.562500 Penalty: 4479.719727
	Iteration 50Q: 3 clusters Score -862464.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -862469.250000 Penalty: 4479.719727
	Iteration 51Q: 3 clusters Score -862469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -862470.187500 Penalty: 4479.719727
	Iteration 52Q: 3 clusters Score -862470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -862468.500000 Penalty: 4479.719727
	Iteration 53Q: 3 clusters Score -862468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -862470.375000 Penalty: 4479.719727
	Iteration 54Q: 3 clusters Score -862470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -862471.812500 Penalty: 4479.719727
	Iteration 55Q: 3 clusters Score -862471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -862472.062500 Penalty: 4479.719727
	Iteration 56Q: 3 clusters Score -862472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -862472.062500 Penalty: 4479.719727
	Iteration 57Q: 3 clusters Score -862472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -862473.812500 Penalty: 4479.719727
	Iteration 58Q: 3 clusters Score -862473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -862473.000000 Penalty: 4479.719727
	Iteration 59Q: 3 clusters Score -862473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -862473.000000 Penalty: 4479.719727
	Iteration 60F: 3 clusters Score -862473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -110090.390625 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -110090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -108057.414062 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -108057.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108441.648438 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -108441.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108564.015625 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -108564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -108624.046875 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -108624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108668.640625 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -108668.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108708.179688 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -108708.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108752.906250 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -108752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108782.726562 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -108782.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108812.703125 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -108812.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108837.187500 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -108837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108859.578125 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -108859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108865.742188 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -108865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108871.554688 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -108871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108881.343750 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -108881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -108892.820312 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -108892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108899.523438 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -108899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108904.625000 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -108904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -108907.695312 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -108907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108919.648438 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -108919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -108932.437500 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -108932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -108937.109375 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -108937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108938.375000 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -108938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -108938.906250 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -108938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108940.148438 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -108940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108941.437500 Penalty: 3492.540283
	Iteration 24Q: 3 clusters Score -108941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -108943.960938 Penalty: 3492.540283
	Iteration 25Q: 3 clusters Score -108944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108946.804688 Penalty: 3492.540283
	Iteration 26Q: 3 clusters Score -108946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108950.398438 Penalty: 3492.540283
	Iteration 27Q: 3 clusters Score -108950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108952.429688 Penalty: 3492.540283
	Iteration 28Q: 3 clusters Score -108952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -108956.156250 Penalty: 3492.540283
	Iteration 29Q: 3 clusters Score -108956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108959.296875 Penalty: 3492.540283
	Iteration 30Q: 3 clusters Score -108959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108965.242188 Penalty: 3492.540283
	Iteration 31Q: 3 clusters Score -108965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108970.726562 Penalty: 3492.540283
	Iteration 32Q: 3 clusters Score -108970.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -108978.921875 Penalty: 3492.540283
	Iteration 33Q: 3 clusters Score -108978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108986.390625 Penalty: 3492.540283
	Iteration 34Q: 3 clusters Score -108986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -108991.007812 Penalty: 3492.540283
	Iteration 35Q: 3 clusters Score -108991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108997.007812 Penalty: 3492.540283
	Iteration 36Q: 3 clusters Score -108997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109002.687500 Penalty: 3492.540283
	Iteration 37Q: 3 clusters Score -109002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -109004.898438 Penalty: 3492.540283
	Iteration 38Q: 3 clusters Score -109004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -109006.796875 Penalty: 3492.540283
	Iteration 39Q: 3 clusters Score -109006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109008.679688 Penalty: 3492.540283
	Iteration 40F: 3 clusters Score -109008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109010.570312 Penalty: 3492.540283
	Iteration 41Q: 3 clusters Score -109010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109010.570312 Penalty: 3492.540283
	Iteration 42F: 3 clusters Score -109010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -1017360.687500 Penalty: 2276.354736
	Iteration 0F: 2 clusters Score -1017361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1009922.250000 Penalty: 4552.709473
	Iteration 0F: 3 clusters Score -1009922 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1011977.500000 Penalty: 4552.709473
	Iteration 1F: 3 clusters Score -1011978 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1012224.500000 Penalty: 4552.709473
	Iteration 2F: 3 clusters Score -1012224 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1012407.875000 Penalty: 4552.709473
	Iteration 3Q: 3 clusters Score -1012408 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1012554.875000 Penalty: 4552.709473
	Iteration 4Q: 3 clusters Score -1012555 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1012653.312500 Penalty: 4552.709473
	Iteration 5Q: 3 clusters Score -1012653 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1012732.375000 Penalty: 4552.709473
	Iteration 6Q: 3 clusters Score -1012732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1012798.562500 Penalty: 4552.709473
	Iteration 7Q: 3 clusters Score -1012799 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1012863.250000 Penalty: 4552.709473
	Iteration 8Q: 3 clusters Score -1012863 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1012953.625000 Penalty: 4552.709473
	Iteration 9Q: 3 clusters Score -1012954 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1013061.312500 Penalty: 4552.709473
	Iteration 10Q: 3 clusters Score -1013061 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1013196.937500 Penalty: 4552.709473
	Iteration 11Q: 3 clusters Score -1013197 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1013365.750000 Penalty: 4552.709473
	Iteration 12Q: 3 clusters Score -1013366 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1013574.687500 Penalty: 4552.709473
	Iteration 13Q: 3 clusters Score -1013575 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1013822.750000 Penalty: 4552.709473
	Iteration 14Q: 3 clusters Score -1013823 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1014139.000000 Penalty: 4552.709473
	Iteration 15Q: 3 clusters Score -1014139 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1014477.375000 Penalty: 4552.709473
	Iteration 16Q: 3 clusters Score -1014477 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1014775.062500 Penalty: 4552.709473
	Iteration 17Q: 3 clusters Score -1014775 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1014990.000000 Penalty: 4552.709473
	Iteration 18Q: 3 clusters Score -1014990 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1015138.875000 Penalty: 4552.709473
	Iteration 19Q: 3 clusters Score -1015139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1015242.937500 Penalty: 4552.709473
	Iteration 20F: 3 clusters Score -1015243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1015302.875000 Penalty: 4552.709473
	Iteration 21Q: 3 clusters Score -1015303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1015360.500000 Penalty: 4552.709473
	Iteration 22Q: 3 clusters Score -1015360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1015398.000000 Penalty: 4552.709473
	Iteration 23Q: 3 clusters Score -1015398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1015429.937500 Penalty: 4552.709473
	Iteration 24Q: 3 clusters Score -1015430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1015458.937500 Penalty: 4552.709473
	Iteration 25Q: 3 clusters Score -1015459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1015482.812500 Penalty: 4552.709473
	Iteration 26Q: 3 clusters Score -1015483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1015488.250000 Penalty: 4552.709473
	Iteration 27Q: 3 clusters Score -1015488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1015497.500000 Penalty: 4552.709473
	Iteration 28Q: 3 clusters Score -1015498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1015503.687500 Penalty: 4552.709473
	Iteration 29Q: 3 clusters Score -1015504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1015506.062500 Penalty: 4552.709473
	Iteration 30Q: 3 clusters Score -1015506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1015508.250000 Penalty: 4552.709473
	Iteration 31Q: 3 clusters Score -1015508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1015508.625000 Penalty: 4552.709473
	Iteration 32Q: 3 clusters Score -1015509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1015510.437500 Penalty: 4552.709473
	Iteration 33Q: 3 clusters Score -1015510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1015512.625000 Penalty: 4552.709473
	Iteration 34Q: 3 clusters Score -1015513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1015515.812500 Penalty: 4552.709473
	Iteration 35Q: 3 clusters Score -1015516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1015518.437500 Penalty: 4552.709473
	Iteration 36Q: 3 clusters Score -1015518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1015523.812500 Penalty: 4552.709473
	Iteration 37Q: 3 clusters Score -1015524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1015525.000000 Penalty: 4552.709473
	Iteration 38Q: 3 clusters Score -1015525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1015529.250000 Penalty: 4552.709473
	Iteration 39Q: 3 clusters Score -1015529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1015531.875000 Penalty: 4552.709473
	Iteration 40F: 3 clusters Score -1015532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1015533.500000 Penalty: 4552.709473
	Iteration 41Q: 3 clusters Score -1015534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1015535.562500 Penalty: 4552.709473
	Iteration 42Q: 3 clusters Score -1015536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1015535.562500 Penalty: 4552.709473
	Iteration 43F: 3 clusters Score -1015536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -53983.300781 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -53983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52370.644531 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -52370.64 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52642.207031 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -52642.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52747.445312 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -52747.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52785.117188 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -52785.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52812.835938 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -52812.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52845.074219 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -52845.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52889.796875 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -52889.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52963.140625 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -52963.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53054.234375 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -53054.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53165.320312 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -53165.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53227.308594 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -53227.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53303.746094 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -53303.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53396.160156 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -53396.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53581.648438 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -53581.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53861.984375 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -53861.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54717.996094 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -54718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54859.437500 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -54859.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54957.718750 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -54957.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55019.535156 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -55019.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55019.535156 Penalty: 3207.207764
	Iteration 19F: 3 clusters Score -55019.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330744 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77565 members 
Mstep: Class 22 contains 338443 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 248 members 
Entering Unmasked Estep 
Score: -158395760.000000 Penalty: 88271.046875
Splitting cluster 9 changes total score from -158396512.000000 to -158395760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -29169.291016 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -29169.29 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 210 members 
Entering Unmasked Estep 
Score: -27855.539062 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -27855.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28119.218750 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -28119.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28205.310547 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -28205.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28252.583984 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -28252.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28302.498047 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -28302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28346.142578 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -28346.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28355.281250 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -28355.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28387.386719 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -28387.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28441.500000 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -28441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28561.785156 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -28561.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28603.857422 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -28603.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28647.041016 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -28647.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28683.785156 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -28683.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28700.666016 Penalty: 2937.102783
	Iteration 13Q: 3 clusters Score -28700.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28711.214844 Penalty: 2937.102783
	Iteration 14Q: 3 clusters Score -28711.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28713.058594 Penalty: 2937.102783
	Iteration 15Q: 3 clusters Score -28713.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28713.636719 Penalty: 2937.102783
	Iteration 16F: 3 clusters Score -28713.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28720.951172 Penalty: 2937.102783
	Iteration 17Q: 3 clusters Score -28720.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28733.060547 Penalty: 2937.102783
	Iteration 18Q: 3 clusters Score -28733.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28740.230469 Penalty: 2937.102783
	Iteration 19Q: 3 clusters Score -28740.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28747.703125 Penalty: 2937.102783
	Iteration 20F: 3 clusters Score -28747.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42331.671875 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42331.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42498.183594 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42498.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42533.613281 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -42533.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42551.156250 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42551.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42561.722656 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42561.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42576.921875 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42576.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42580.425781 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42580.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42581.562500 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -42581.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42584.562500 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -42584.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42590.500000 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -42590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42598.089844 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -42598.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42603.207031 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -42603.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42604.406250 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -42604.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42606.734375 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -42606.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42607.859375 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -42607.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42607.859375 Penalty: 3049.640381
	Iteration 15F: 3 clusters Score -42607.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -225558.984375 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -225559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222833.953125 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -222834 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -223343.234375 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -223343.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -223487.968750 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -223488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -223572.921875 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -223572.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -223624.875000 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -223624.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -223670.421875 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -223670.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -223724.218750 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -223724.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -223788.531250 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -223788.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -223860.406250 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -223860.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -223970.531250 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -223970.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -224098.843750 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -224098.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -224209.531250 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -224209.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -224292.453125 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -224292.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -224359.093750 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -224359.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -224427.187500 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -224427.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -224494.125000 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -224494.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -224555.937500 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -224555.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -224621.437500 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -224621.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -224689.750000 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -224689.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -224825.234375 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -224825.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -225107.046875 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -225107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -225223.750000 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -225223.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -225258.687500 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -225258.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -225279.437500 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -225279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -225298.328125 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -225298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -225307.781250 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -225307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -225315.312500 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -225315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -225323.453125 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -225323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -225325.234375 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -225325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -225326.921875 Penalty: 3815.966797
	Iteration 29Q: 3 clusters Score -225326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -225328.437500 Penalty: 3815.966797
	Iteration 30Q: 3 clusters Score -225328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -225329.328125 Penalty: 3815.966797
	Iteration 31Q: 3 clusters Score -225329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -225331.515625 Penalty: 3815.966797
	Iteration 32Q: 3 clusters Score -225331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -225331.515625 Penalty: 3815.966797
	Iteration 33F: 3 clusters Score -225331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272727 members 
Entering Unmasked Estep 
Score: -29023530.000000 Penalty: 3104.024170
	Iteration 0F: 2 clusters Score -2.902353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 136590 members 
Entering Unmasked Estep 
Score: -28847918.000000 Penalty: 6208.048340
	Iteration 0F: 3 clusters Score -2.884792e+07 nChanged 131889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -28926108.000000 Penalty: 6208.048340
	Iteration 1F: 3 clusters Score -2.892611e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128637 members 
Mstep: Class 2 contains 144090 members 
Entering Unmasked Estep 
Score: -28927388.000000 Penalty: 6208.048340
	Iteration 2Q: 3 clusters Score -2.892739e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123695 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -28929120.000000 Penalty: 6208.048340
	Iteration 3Q: 3 clusters Score -2.892912e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -28931750.000000 Penalty: 6208.048340
	Iteration 4Q: 3 clusters Score -2.893175e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -28936896.000000 Penalty: 6208.048340
	Iteration 5Q: 3 clusters Score -2.89369e+07 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -28946196.000000 Penalty: 6208.048340
	Iteration 6F: 3 clusters Score -2.89462e+07 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 206587 members 
Entering Unmasked Estep 
Score: -28961720.000000 Penalty: 6208.048340
	Iteration 7F: 3 clusters Score -2.896172e+07 nChanged 24406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 230917 members 
Entering Unmasked Estep 
Score: -28982606.000000 Penalty: 6208.048340
	Iteration 8F: 3 clusters Score -2.898261e+07 nChanged 20975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 251858 members 
Entering Unmasked Estep 
Score: -29001824.000000 Penalty: 6208.048340
	Iteration 9F: 3 clusters Score -2.900182e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 264529 members 
Entering Unmasked Estep 
Score: -29013860.000000 Penalty: 6208.048340
	Iteration 10Q: 3 clusters Score -2.901386e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 269798 members 
Entering Unmasked Estep 
Score: -29018670.000000 Penalty: 6208.048340
	Iteration 11Q: 3 clusters Score -2.901867e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 271483 members 
Entering Unmasked Estep 
Score: -29020090.000000 Penalty: 6208.048340
	Iteration 12Q: 3 clusters Score -2.902009e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 271958 members 
Entering Unmasked Estep 
Score: -29020608.000000 Penalty: 6208.048340
	Iteration 13Q: 3 clusters Score -2.902061e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 272093 members 
Entering Unmasked Estep 
Score: -29020868.000000 Penalty: 6208.048340
	Iteration 14Q: 3 clusters Score -2.902087e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 272099 members 
Entering Unmasked Estep 
Score: -29021032.000000 Penalty: 6208.048340
	Iteration 15Q: 3 clusters Score -2.902103e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 272098 members 
Entering Unmasked Estep 
Score: -29021140.000000 Penalty: 6208.048340
	Iteration 16Q: 3 clusters Score -2.902114e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 272100 members 
Entering Unmasked Estep 
Score: -29021250.000000 Penalty: 6208.048340
	Iteration 17Q: 3 clusters Score -2.902125e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 272076 members 
Entering Unmasked Estep 
Score: -29021346.000000 Penalty: 6208.048340
	Iteration 18Q: 3 clusters Score -2.902135e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 272040 members 
Entering Unmasked Estep 
Score: -29021438.000000 Penalty: 6208.048340
	Iteration 19Q: 3 clusters Score -2.902144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 272014 members 
Entering Unmasked Estep 
Score: -29021434.000000 Penalty: 6208.048340
	Iteration 20F: 3 clusters Score -2.902143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 271987 members 
Entering Unmasked Estep 
Score: -29021474.000000 Penalty: 6208.048340
	Iteration 21Q: 3 clusters Score -2.902147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 271976 members 
Entering Unmasked Estep 
Score: -29021468.000000 Penalty: 6208.048340
	Iteration 22Q: 3 clusters Score -2.902147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 271969 members 
Entering Unmasked Estep 
Score: -29021510.000000 Penalty: 6208.048340
	Iteration 23Q: 3 clusters Score -2.902151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 271959 members 
Entering Unmasked Estep 
Score: -29021520.000000 Penalty: 6208.048340
	Iteration 24Q: 3 clusters Score -2.902152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 271939 members 
Entering Unmasked Estep 
Score: -29021564.000000 Penalty: 6208.048340
	Iteration 25Q: 3 clusters Score -2.902156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 271932 members 
Entering Unmasked Estep 
Score: -29021560.000000 Penalty: 6208.048340
	Iteration 26Q: 3 clusters Score -2.902156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 271919 members 
Entering Unmasked Estep 
Score: -29021560.000000 Penalty: 6208.048340
	Iteration 27Q: 3 clusters Score -2.902156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 271911 members 
Entering Unmasked Estep 
Score: -29021566.000000 Penalty: 6208.048340
	Iteration 28Q: 3 clusters Score -2.902157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 271908 members 
Entering Unmasked Estep 
Score: -29021568.000000 Penalty: 6208.048340
	Iteration 29Q: 3 clusters Score -2.902157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 271908 members 
Entering Unmasked Estep 
Score: -29021556.000000 Penalty: 6208.048340
	Iteration 30Q: 3 clusters Score -2.902156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 271905 members 
Entering Unmasked Estep 
Score: -29021570.000000 Penalty: 6208.048340
	Iteration 31Q: 3 clusters Score -2.902157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 271899 members 
Entering Unmasked Estep 
Score: -29021572.000000 Penalty: 6208.048340
	Iteration 32Q: 3 clusters Score -2.902157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 271894 members 
Entering Unmasked Estep 
Score: -29021594.000000 Penalty: 6208.048340
	Iteration 33Q: 3 clusters Score -2.902159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 271892 members 
Entering Unmasked Estep 
Score: -29021592.000000 Penalty: 6208.048340
	Iteration 34Q: 3 clusters Score -2.902159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 271890 members 
Entering Unmasked Estep 
Score: -29021594.000000 Penalty: 6208.048340
	Iteration 35Q: 3 clusters Score -2.902159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 271887 members 
Entering Unmasked Estep 
Score: -29021570.000000 Penalty: 6208.048340
	Iteration 36Q: 3 clusters Score -2.902157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 271890 members 
Entering Unmasked Estep 
Score: -29021596.000000 Penalty: 6208.048340
	Iteration 37Q: 3 clusters Score -2.90216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -29021600.000000 Penalty: 6208.048340
	Iteration 38Q: 3 clusters Score -2.90216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -29021610.000000 Penalty: 6208.048340
	Iteration 39Q: 3 clusters Score -2.902161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -29021602.000000 Penalty: 6208.048340
	Iteration 40F: 3 clusters Score -2.90216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -29021606.000000 Penalty: 6208.048340
	Iteration 41Q: 3 clusters Score -2.902161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -29021614.000000 Penalty: 6208.048340
	Iteration 42Q: 3 clusters Score -2.902161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -29021616.000000 Penalty: 6208.048340
	Iteration 43Q: 3 clusters Score -2.902162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 271888 members 
Entering Unmasked Estep 
Score: -29021602.000000 Penalty: 6208.048340
	Iteration 44Q: 3 clusters Score -2.90216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 271887 members 
Entering Unmasked Estep 
Score: -29021612.000000 Penalty: 6208.048340
	Iteration 45Q: 3 clusters Score -2.902161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 271887 members 
Entering Unmasked Estep 
Score: -29021612.000000 Penalty: 6208.048340
	Iteration 46F: 3 clusters Score -2.902161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Entering Unmasked Estep 
Score: -6253716.000000 Penalty: 2719.937744
	Iteration 0F: 2 clusters Score -6253716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -6214799.500000 Penalty: 5439.875488
	Iteration 0F: 3 clusters Score -6214800 nChanged 26861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -6229645.000000 Penalty: 5439.875488
	Iteration 1F: 3 clusters Score -6229645 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -6230157.500000 Penalty: 5439.875488
	Iteration 2Q: 3 clusters Score -6230158 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -6230683.500000 Penalty: 5439.875488
	Iteration 3Q: 3 clusters Score -6230684 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6231251.000000 Penalty: 5439.875488
	Iteration 4Q: 3 clusters Score -6231251 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -6232103.000000 Penalty: 5439.875488
	Iteration 5Q: 3 clusters Score -6232103 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6233439.500000 Penalty: 5439.875488
	Iteration 6Q: 3 clusters Score -6233440 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -6235544.500000 Penalty: 5439.875488
	Iteration 7F: 3 clusters Score -6235544 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -6238780.000000 Penalty: 5439.875488
	Iteration 8F: 3 clusters Score -6238780 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -6242701.500000 Penalty: 5439.875488
	Iteration 9F: 3 clusters Score -6242702 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -6246528.500000 Penalty: 5439.875488
	Iteration 10F: 3 clusters Score -6246528 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6249167.500000 Penalty: 5439.875488
	Iteration 11Q: 3 clusters Score -6249168 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6250569.500000 Penalty: 5439.875488
	Iteration 12Q: 3 clusters Score -6250570 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6251343.500000 Penalty: 5439.875488
	Iteration 13Q: 3 clusters Score -6251344 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6251646.500000 Penalty: 5439.875488
	Iteration 14Q: 3 clusters Score -6251646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6251785.000000 Penalty: 5439.875488
	Iteration 15Q: 3 clusters Score -6251785 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6251871.000000 Penalty: 5439.875488
	Iteration 16Q: 3 clusters Score -6251871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6251934.500000 Penalty: 5439.875488
	Iteration 17Q: 3 clusters Score -6251934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6251968.500000 Penalty: 5439.875488
	Iteration 18Q: 3 clusters Score -6251968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6251971.500000 Penalty: 5439.875488
	Iteration 19Q: 3 clusters Score -6251972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6252003.500000 Penalty: 5439.875488
	Iteration 20F: 3 clusters Score -6252004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6252010.000000 Penalty: 5439.875488
	Iteration 21Q: 3 clusters Score -6252010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6252027.500000 Penalty: 5439.875488
	Iteration 22Q: 3 clusters Score -6252028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6252059.000000 Penalty: 5439.875488
	Iteration 23Q: 3 clusters Score -6252059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6252068.000000 Penalty: 5439.875488
	Iteration 24Q: 3 clusters Score -6252068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6252072.000000 Penalty: 5439.875488
	Iteration 25Q: 3 clusters Score -6252072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6252083.500000 Penalty: 5439.875488
	Iteration 26Q: 3 clusters Score -6252084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6252092.500000 Penalty: 5439.875488
	Iteration 27Q: 3 clusters Score -6252092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6252089.000000 Penalty: 5439.875488
	Iteration 28Q: 3 clusters Score -6252089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6252078.000000 Penalty: 5439.875488
	Iteration 29Q: 3 clusters Score -6252078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6252080.500000 Penalty: 5439.875488
	Iteration 30Q: 3 clusters Score -6252080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6252081.000000 Penalty: 5439.875488
	Iteration 31Q: 3 clusters Score -6252081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6252080.000000 Penalty: 5439.875488
	Iteration 32Q: 3 clusters Score -6252080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6252086.500000 Penalty: 5439.875488
	Iteration 33Q: 3 clusters Score -6252086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6252086.500000 Penalty: 5439.875488
	Iteration 34F: 3 clusters Score -6252086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Entering Unmasked Estep 
Score: -4795691.500000 Penalty: 2654.554932
	Iteration 0F: 2 clusters Score -4795692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -4765528.000000 Penalty: 5309.109863
	Iteration 0F: 3 clusters Score -4765528 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4776901.500000 Penalty: 5309.109863
	Iteration 1F: 3 clusters Score -4776902 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4777380.500000 Penalty: 5309.109863
	Iteration 2Q: 3 clusters Score -4777380 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4777935.500000 Penalty: 5309.109863
	Iteration 3Q: 3 clusters Score -4777936 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4778552.500000 Penalty: 5309.109863
	Iteration 4Q: 3 clusters Score -4778552 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4779310.500000 Penalty: 5309.109863
	Iteration 5Q: 3 clusters Score -4779310 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4780205.000000 Penalty: 5309.109863
	Iteration 6Q: 3 clusters Score -4780205 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -4781242.500000 Penalty: 5309.109863
	Iteration 7Q: 3 clusters Score -4781242 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4782450.000000 Penalty: 5309.109863
	Iteration 8Q: 3 clusters Score -4782450 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -4783853.000000 Penalty: 5309.109863
	Iteration 9Q: 3 clusters Score -4783853 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4785229.000000 Penalty: 5309.109863
	Iteration 10Q: 3 clusters Score -4785229 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4786559.500000 Penalty: 5309.109863
	Iteration 11Q: 3 clusters Score -4786560 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4787545.500000 Penalty: 5309.109863
	Iteration 12Q: 3 clusters Score -4787546 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4788274.500000 Penalty: 5309.109863
	Iteration 13Q: 3 clusters Score -4788274 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4788803.000000 Penalty: 5309.109863
	Iteration 14Q: 3 clusters Score -4788803 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4789233.000000 Penalty: 5309.109863
	Iteration 15Q: 3 clusters Score -4789233 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4789604.500000 Penalty: 5309.109863
	Iteration 16Q: 3 clusters Score -4789604 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4789958.500000 Penalty: 5309.109863
	Iteration 17Q: 3 clusters Score -4789958 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4790321.500000 Penalty: 5309.109863
	Iteration 18Q: 3 clusters Score -4790322 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4790703.000000 Penalty: 5309.109863
	Iteration 19Q: 3 clusters Score -4790703 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4791023.000000 Penalty: 5309.109863
	Iteration 20F: 3 clusters Score -4791023 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4791368.500000 Penalty: 5309.109863
	Iteration 21Q: 3 clusters Score -4791368 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4791705.500000 Penalty: 5309.109863
	Iteration 22Q: 3 clusters Score -4791706 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4792001.000000 Penalty: 5309.109863
	Iteration 23Q: 3 clusters Score -4792001 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -4792273.500000 Penalty: 5309.109863
	Iteration 24Q: 3 clusters Score -4792274 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -4792455.000000 Penalty: 5309.109863
	Iteration 25Q: 3 clusters Score -4792455 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -4792604.500000 Penalty: 5309.109863
	Iteration 26Q: 3 clusters Score -4792604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -4792750.500000 Penalty: 5309.109863
	Iteration 27Q: 3 clusters Score -4792750 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -4792876.000000 Penalty: 5309.109863
	Iteration 28Q: 3 clusters Score -4792876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -4792968.000000 Penalty: 5309.109863
	Iteration 29Q: 3 clusters Score -4792968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -4793035.500000 Penalty: 5309.109863
	Iteration 30Q: 3 clusters Score -4793036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -4793103.000000 Penalty: 5309.109863
	Iteration 31Q: 3 clusters Score -4793103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -4793141.000000 Penalty: 5309.109863
	Iteration 32Q: 3 clusters Score -4793141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -4793176.000000 Penalty: 5309.109863
	Iteration 33Q: 3 clusters Score -4793176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -4793208.000000 Penalty: 5309.109863
	Iteration 34Q: 3 clusters Score -4793208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -4793240.500000 Penalty: 5309.109863
	Iteration 35Q: 3 clusters Score -4793240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -4793261.500000 Penalty: 5309.109863
	Iteration 36Q: 3 clusters Score -4793262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -4793279.500000 Penalty: 5309.109863
	Iteration 37Q: 3 clusters Score -4793280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -4793299.500000 Penalty: 5309.109863
	Iteration 38Q: 3 clusters Score -4793300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -4793309.500000 Penalty: 5309.109863
	Iteration 39Q: 3 clusters Score -4793310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -4793314.000000 Penalty: 5309.109863
	Iteration 40F: 3 clusters Score -4793314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -4793320.500000 Penalty: 5309.109863
	Iteration 41Q: 3 clusters Score -4793320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -4793324.500000 Penalty: 5309.109863
	Iteration 42Q: 3 clusters Score -4793324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -4793338.000000 Penalty: 5309.109863
	Iteration 43Q: 3 clusters Score -4793338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -4793338.500000 Penalty: 5309.109863
	Iteration 44Q: 3 clusters Score -4793338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -4793339.000000 Penalty: 5309.109863
	Iteration 45Q: 3 clusters Score -4793339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4793340.000000 Penalty: 5309.109863
	Iteration 46Q: 3 clusters Score -4793340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -4793347.500000 Penalty: 5309.109863
	Iteration 47Q: 3 clusters Score -4793348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -4793350.500000 Penalty: 5309.109863
	Iteration 48Q: 3 clusters Score -4793350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -4793358.500000 Penalty: 5309.109863
	Iteration 49Q: 3 clusters Score -4793358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -4793358.000000 Penalty: 5309.109863
	Iteration 50Q: 3 clusters Score -4793358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -4793362.500000 Penalty: 5309.109863
	Iteration 51Q: 3 clusters Score -4793362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4793365.500000 Penalty: 5309.109863
	Iteration 52Q: 3 clusters Score -4793366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4793365.500000 Penalty: 5309.109863
	Iteration 53Q: 3 clusters Score -4793366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -4793363.000000 Penalty: 5309.109863
	Iteration 54Q: 3 clusters Score -4793363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -4793365.000000 Penalty: 5309.109863
	Iteration 55Q: 3 clusters Score -4793365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -4793366.000000 Penalty: 5309.109863
	Iteration 56Q: 3 clusters Score -4793366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -4793370.500000 Penalty: 5309.109863
	Iteration 57Q: 3 clusters Score -4793370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -4793365.000000 Penalty: 5309.109863
	Iteration 58Q: 3 clusters Score -4793365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -4793365.500000 Penalty: 5309.109863
	Iteration 59Q: 3 clusters Score -4793366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -4793365.500000 Penalty: 5309.109863
	Iteration 60F: 3 clusters Score -4793366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -470519.406250 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -470519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -466384.437500 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -466384.4 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -467208.375000 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -467208.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -467352.250000 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -467352.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -467447.531250 Penalty: 4154.655273
	Iteration 3Q: 3 clusters Score -467447.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -467513.843750 Penalty: 4154.655273
	Iteration 4Q: 3 clusters Score -467513.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -467560.687500 Penalty: 4154.655273
	Iteration 5Q: 3 clusters Score -467560.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -467608.375000 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -467608.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -467656.718750 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -467656.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -467695.500000 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -467695.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -467725.750000 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -467725.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -467764.625000 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -467764.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -467791.812500 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -467791.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -467811.937500 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -467811.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -467829.250000 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -467829.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -467846.406250 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -467846.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -467859.812500 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -467859.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -467875.093750 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -467875.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -467891.687500 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -467891.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -467903.937500 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -467903.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -467919.375000 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -467919.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -467936.000000 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -467936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -467953.218750 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -467953.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -467968.000000 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -467968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -467985.750000 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -467985.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -468007.062500 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -468007.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -468038.093750 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -468038.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -468068.437500 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -468068.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -468098.875000 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -468098.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -468126.312500 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -468126.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -468147.062500 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -468147.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -468171.750000 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -468171.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -468212.093750 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -468212.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -468248.687500 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -468248.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -468289.343750 Penalty: 4154.655273
	Iteration 33Q: 3 clusters Score -468289.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -468328.437500 Penalty: 4154.655273
	Iteration 34Q: 3 clusters Score -468328.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -468370.375000 Penalty: 4154.655273
	Iteration 35Q: 3 clusters Score -468370.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -468422.687500 Penalty: 4154.655273
	Iteration 36Q: 3 clusters Score -468422.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -468476.406250 Penalty: 4154.655273
	Iteration 37Q: 3 clusters Score -468476.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -468520.687500 Penalty: 4154.655273
	Iteration 38Q: 3 clusters Score -468520.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -468574.656250 Penalty: 4154.655273
	Iteration 39Q: 3 clusters Score -468574.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -468630.000000 Penalty: 4154.655273
	Iteration 40F: 3 clusters Score -468630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -468678.687500 Penalty: 4154.655273
	Iteration 41Q: 3 clusters Score -468678.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -468720.937500 Penalty: 4154.655273
	Iteration 42Q: 3 clusters Score -468720.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -468758.875000 Penalty: 4154.655273
	Iteration 43Q: 3 clusters Score -468758.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -468788.656250 Penalty: 4154.655273
	Iteration 44Q: 3 clusters Score -468788.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -468802.187500 Penalty: 4154.655273
	Iteration 45Q: 3 clusters Score -468802.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -468818.562500 Penalty: 4154.655273
	Iteration 46Q: 3 clusters Score -468818.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -468826.937500 Penalty: 4154.655273
	Iteration 47Q: 3 clusters Score -468826.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -468835.468750 Penalty: 4154.655273
	Iteration 48Q: 3 clusters Score -468835.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -468845.250000 Penalty: 4154.655273
	Iteration 49Q: 3 clusters Score -468845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -468858.500000 Penalty: 4154.655273
	Iteration 50Q: 3 clusters Score -468858.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -468867.968750 Penalty: 4154.655273
	Iteration 51Q: 3 clusters Score -468868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -468875.906250 Penalty: 4154.655273
	Iteration 52Q: 3 clusters Score -468875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -468878.812500 Penalty: 4154.655273
	Iteration 53Q: 3 clusters Score -468878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -468882.781250 Penalty: 4154.655273
	Iteration 54Q: 3 clusters Score -468882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -468883.468750 Penalty: 4154.655273
	Iteration 55Q: 3 clusters Score -468883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -468883.906250 Penalty: 4154.655273
	Iteration 56Q: 3 clusters Score -468883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -468889.718750 Penalty: 4154.655273
	Iteration 57Q: 3 clusters Score -468889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -468892.593750 Penalty: 4154.655273
	Iteration 58Q: 3 clusters Score -468892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -468892.875000 Penalty: 4154.655273
	Iteration 59Q: 3 clusters Score -468892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -468892.750000 Penalty: 4154.655273
	Iteration 60F: 3 clusters Score -468892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -468893.718750 Penalty: 4154.655273
	Iteration 61Q: 3 clusters Score -468893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -468893.718750 Penalty: 4154.655273
	Iteration 62F: 3 clusters Score -468893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -64455.226562 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -64455.23 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 349 members 
Entering Unmasked Estep 
Score: -62789.703125 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -62789.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63004.476562 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -63004.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63078.667969 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -63078.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63130.621094 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -63130.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63172.703125 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -63172.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63196.011719 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -63196.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63221.128906 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -63221.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63232.429688 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -63232.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63240.570312 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -63240.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63247.582031 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -63247.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63249.527344 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -63249.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63250.914062 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -63250.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63250.914062 Penalty: 3236.414795
	Iteration 12F: 3 clusters Score -63250.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -11108245.000000 Penalty: 2864.227783
	Iteration 0F: 2 clusters Score -1.110824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -11039170.000000 Penalty: 5728.455566
	Iteration 0F: 3 clusters Score -1.103917e+07 nChanged 49030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -11067278.000000 Penalty: 5728.455566
	Iteration 1F: 3 clusters Score -1.106728e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -11068389.000000 Penalty: 5728.455566
	Iteration 2Q: 3 clusters Score -1.106839e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -11069697.000000 Penalty: 5728.455566
	Iteration 3Q: 3 clusters Score -1.10697e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -11071495.000000 Penalty: 5728.455566
	Iteration 4Q: 3 clusters Score -1.10715e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -11074077.000000 Penalty: 5728.455566
	Iteration 5Q: 3 clusters Score -1.107408e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -11077366.000000 Penalty: 5728.455566
	Iteration 6F: 3 clusters Score -1.107737e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -11081633.000000 Penalty: 5728.455566
	Iteration 7F: 3 clusters Score -1.108163e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -11086643.000000 Penalty: 5728.455566
	Iteration 8F: 3 clusters Score -1.108664e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -11090905.000000 Penalty: 5728.455566
	Iteration 9F: 3 clusters Score -1.10909e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -11093403.000000 Penalty: 5728.455566
	Iteration 10Q: 3 clusters Score -1.10934e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -11094411.000000 Penalty: 5728.455566
	Iteration 11Q: 3 clusters Score -1.109441e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -11095069.000000 Penalty: 5728.455566
	Iteration 12Q: 3 clusters Score -1.109507e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -11095545.000000 Penalty: 5728.455566
	Iteration 13Q: 3 clusters Score -1.109554e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -11095919.000000 Penalty: 5728.455566
	Iteration 14Q: 3 clusters Score -1.109592e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -11096366.000000 Penalty: 5728.455566
	Iteration 15Q: 3 clusters Score -1.109637e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -11096692.000000 Penalty: 5728.455566
	Iteration 16Q: 3 clusters Score -1.109669e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -11097088.000000 Penalty: 5728.455566
	Iteration 17Q: 3 clusters Score -1.109709e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -11097409.000000 Penalty: 5728.455566
	Iteration 18Q: 3 clusters Score -1.109741e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -11097749.000000 Penalty: 5728.455566
	Iteration 19Q: 3 clusters Score -1.109775e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -11098124.000000 Penalty: 5728.455566
	Iteration 20F: 3 clusters Score -1.109812e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -11098529.000000 Penalty: 5728.455566
	Iteration 21Q: 3 clusters Score -1.109853e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -11098823.000000 Penalty: 5728.455566
	Iteration 22Q: 3 clusters Score -1.109882e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -11099220.000000 Penalty: 5728.455566
	Iteration 23Q: 3 clusters Score -1.109922e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -11099626.000000 Penalty: 5728.455566
	Iteration 24Q: 3 clusters Score -1.109963e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -11099994.000000 Penalty: 5728.455566
	Iteration 25Q: 3 clusters Score -1.109999e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -11100437.000000 Penalty: 5728.455566
	Iteration 26Q: 3 clusters Score -1.110044e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -11100937.000000 Penalty: 5728.455566
	Iteration 27Q: 3 clusters Score -1.110094e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -11101340.000000 Penalty: 5728.455566
	Iteration 28Q: 3 clusters Score -1.110134e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -11101748.000000 Penalty: 5728.455566
	Iteration 29Q: 3 clusters Score -1.110175e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -11102173.000000 Penalty: 5728.455566
	Iteration 30Q: 3 clusters Score -1.110217e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -11102518.000000 Penalty: 5728.455566
	Iteration 31Q: 3 clusters Score -1.110252e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -11102986.000000 Penalty: 5728.455566
	Iteration 32Q: 3 clusters Score -1.110299e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -11103420.000000 Penalty: 5728.455566
	Iteration 33Q: 3 clusters Score -1.110342e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -11103736.000000 Penalty: 5728.455566
	Iteration 34Q: 3 clusters Score -1.110374e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -11104031.000000 Penalty: 5728.455566
	Iteration 35Q: 3 clusters Score -1.110403e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -11104259.000000 Penalty: 5728.455566
	Iteration 36Q: 3 clusters Score -1.110426e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -11104471.000000 Penalty: 5728.455566
	Iteration 37Q: 3 clusters Score -1.110447e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -11104650.000000 Penalty: 5728.455566
	Iteration 38Q: 3 clusters Score -1.110465e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -11104899.000000 Penalty: 5728.455566
	Iteration 39Q: 3 clusters Score -1.11049e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -11105039.000000 Penalty: 5728.455566
	Iteration 40F: 3 clusters Score -1.110504e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -11105189.000000 Penalty: 5728.455566
	Iteration 41Q: 3 clusters Score -1.110519e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -11105340.000000 Penalty: 5728.455566
	Iteration 42Q: 3 clusters Score -1.110534e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -11105447.000000 Penalty: 5728.455566
	Iteration 43Q: 3 clusters Score -1.110545e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -11105559.000000 Penalty: 5728.455566
	Iteration 44Q: 3 clusters Score -1.110556e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -11105676.000000 Penalty: 5728.455566
	Iteration 45Q: 3 clusters Score -1.110568e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -11105781.000000 Penalty: 5728.455566
	Iteration 46Q: 3 clusters Score -1.110578e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11105836.000000 Penalty: 5728.455566
	Iteration 47Q: 3 clusters Score -1.110584e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11105867.000000 Penalty: 5728.455566
	Iteration 48Q: 3 clusters Score -1.110587e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11105907.000000 Penalty: 5728.455566
	Iteration 49Q: 3 clusters Score -1.110591e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11105989.000000 Penalty: 5728.455566
	Iteration 50Q: 3 clusters Score -1.110599e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -11106045.000000 Penalty: 5728.455566
	Iteration 51Q: 3 clusters Score -1.110604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -11106074.000000 Penalty: 5728.455566
	Iteration 52Q: 3 clusters Score -1.110607e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -11106129.000000 Penalty: 5728.455566
	Iteration 53Q: 3 clusters Score -1.110613e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11106187.000000 Penalty: 5728.455566
	Iteration 54Q: 3 clusters Score -1.110619e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -11106206.000000 Penalty: 5728.455566
	Iteration 55Q: 3 clusters Score -1.110621e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11106227.000000 Penalty: 5728.455566
	Iteration 56Q: 3 clusters Score -1.110623e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11106252.000000 Penalty: 5728.455566
	Iteration 57Q: 3 clusters Score -1.110625e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -11106280.000000 Penalty: 5728.455566
	Iteration 58Q: 3 clusters Score -1.110628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11106311.000000 Penalty: 5728.455566
	Iteration 59Q: 3 clusters Score -1.110631e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11106310.000000 Penalty: 5728.455566
	Iteration 60F: 3 clusters Score -1.110631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11106331.000000 Penalty: 5728.455566
	Iteration 61Q: 3 clusters Score -1.110633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11106332.000000 Penalty: 5728.455566
	Iteration 62Q: 3 clusters Score -1.110633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -11106342.000000 Penalty: 5728.455566
	Iteration 63Q: 3 clusters Score -1.110634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -11106335.000000 Penalty: 5728.455566
	Iteration 64Q: 3 clusters Score -1.110634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11106344.000000 Penalty: 5728.455566
	Iteration 65Q: 3 clusters Score -1.110634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11106339.000000 Penalty: 5728.455566
	Iteration 66Q: 3 clusters Score -1.110634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11106341.000000 Penalty: 5728.455566
	Iteration 67Q: 3 clusters Score -1.110634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -11106385.000000 Penalty: 5728.455566
	Iteration 68Q: 3 clusters Score -1.110638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -11106394.000000 Penalty: 5728.455566
	Iteration 69Q: 3 clusters Score -1.110639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -11106383.000000 Penalty: 5728.455566
	Iteration 70Q: 3 clusters Score -1.110638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11106388.000000 Penalty: 5728.455566
	Iteration 71Q: 3 clusters Score -1.110639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11106393.000000 Penalty: 5728.455566
	Iteration 72Q: 3 clusters Score -1.110639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11106393.000000 Penalty: 5728.455566
	Iteration 73Q: 3 clusters Score -1.110639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11106384.000000 Penalty: 5728.455566
	Iteration 74Q: 3 clusters Score -1.110638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -11106376.000000 Penalty: 5728.455566
	Iteration 75Q: 3 clusters Score -1.110638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11106386.000000 Penalty: 5728.455566
	Iteration 76Q: 3 clusters Score -1.110639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11106398.000000 Penalty: 5728.455566
	Iteration 77Q: 3 clusters Score -1.11064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11106411.000000 Penalty: 5728.455566
	Iteration 78Q: 3 clusters Score -1.110641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11106409.000000 Penalty: 5728.455566
	Iteration 79Q: 3 clusters Score -1.110641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11106402.000000 Penalty: 5728.455566
	Iteration 80F: 3 clusters Score -1.11064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -11106398.000000 Penalty: 5728.455566
	Iteration 81Q: 3 clusters Score -1.11064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11106398.000000 Penalty: 5728.455566
	Iteration 82Q: 3 clusters Score -1.11064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11106401.000000 Penalty: 5728.455566
	Iteration 83Q: 3 clusters Score -1.11064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11106408.000000 Penalty: 5728.455566
	Iteration 84Q: 3 clusters Score -1.110641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11106402.000000 Penalty: 5728.455566
	Iteration 85Q: 3 clusters Score -1.11064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11106390.000000 Penalty: 5728.455566
	Iteration 86Q: 3 clusters Score -1.110639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11106388.000000 Penalty: 5728.455566
	Iteration 87Q: 3 clusters Score -1.110639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -11106385.000000 Penalty: 5728.455566
	Iteration 88Q: 3 clusters Score -1.110638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -11106387.000000 Penalty: 5728.455566
	Iteration 89Q: 3 clusters Score -1.110639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -11106387.000000 Penalty: 5728.455566
	Iteration 90F: 3 clusters Score -1.110639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -75997.054688 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -75997.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74166.726562 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -74166.73 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74502.390625 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -74502.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75134.687500 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -75134.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75457.039062 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -75457.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -75647.429688 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -75647.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -75783.468750 Penalty: 3346.220459
	Iteration 5F: 3 clusters Score -75783.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -75873.500000 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -75873.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -75939.859375 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -75939.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -76029.398438 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -76029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76097.890625 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -76097.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76142.335938 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -76142.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -76169.078125 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -76169.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -76176.710938 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -76176.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -76214.484375 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -76214.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -76264.546875 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -76264.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -76268.585938 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -76268.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -76271.703125 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -76271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76299.281250 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -76299.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76299.281250 Penalty: 3346.220459
	Iteration 18F: 3 clusters Score -76299.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330744 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 157 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77565 members 
Mstep: Class 22 contains 338443 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 694 members 
Entering Unmasked Estep 
Score: -158394960.000000 Penalty: 88271.046875
Splitting cluster 19 changes total score from -158396512.000000 to -158394960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (20574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Entering Unmasked Estep 
Score: -2186426.000000 Penalty: 2463.082275
	Iteration 0F: 2 clusters Score -2186426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2171943.750000 Penalty: 4926.164551
	Iteration 0F: 3 clusters Score -2171944 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2176861.500000 Penalty: 4926.164551
	Iteration 1F: 3 clusters Score -2176862 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2177269.750000 Penalty: 4926.164551
	Iteration 2F: 3 clusters Score -2177270 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2177593.000000 Penalty: 4926.164551
	Iteration 3Q: 3 clusters Score -2177593 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2177934.500000 Penalty: 4926.164551
	Iteration 4Q: 3 clusters Score -2177934 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2178272.250000 Penalty: 4926.164551
	Iteration 5Q: 3 clusters Score -2178272 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2178712.000000 Penalty: 4926.164551
	Iteration 6Q: 3 clusters Score -2178712 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2179288.750000 Penalty: 4926.164551
	Iteration 7Q: 3 clusters Score -2179289 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2180064.500000 Penalty: 4926.164551
	Iteration 8F: 3 clusters Score -2180064 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2181019.250000 Penalty: 4926.164551
	Iteration 9F: 3 clusters Score -2181019 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2181988.250000 Penalty: 4926.164551
	Iteration 10F: 3 clusters Score -2181988 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2182803.500000 Penalty: 4926.164551
	Iteration 11Q: 3 clusters Score -2182804 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2183340.500000 Penalty: 4926.164551
	Iteration 12Q: 3 clusters Score -2183340 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2183670.000000 Penalty: 4926.164551
	Iteration 13Q: 3 clusters Score -2183670 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2183891.250000 Penalty: 4926.164551
	Iteration 14Q: 3 clusters Score -2183891 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2184040.500000 Penalty: 4926.164551
	Iteration 15Q: 3 clusters Score -2184040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2184126.500000 Penalty: 4926.164551
	Iteration 16Q: 3 clusters Score -2184126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2184172.500000 Penalty: 4926.164551
	Iteration 17Q: 3 clusters Score -2184172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2184218.500000 Penalty: 4926.164551
	Iteration 18Q: 3 clusters Score -2184218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2184250.000000 Penalty: 4926.164551
	Iteration 19Q: 3 clusters Score -2184250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2184275.000000 Penalty: 4926.164551
	Iteration 20F: 3 clusters Score -2184275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2184282.500000 Penalty: 4926.164551
	Iteration 21Q: 3 clusters Score -2184282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2184285.000000 Penalty: 4926.164551
	Iteration 22Q: 3 clusters Score -2184285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2184293.750000 Penalty: 4926.164551
	Iteration 23Q: 3 clusters Score -2184294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2184294.750000 Penalty: 4926.164551
	Iteration 24Q: 3 clusters Score -2184295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2184297.250000 Penalty: 4926.164551
	Iteration 25Q: 3 clusters Score -2184297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2184298.500000 Penalty: 4926.164551
	Iteration 26Q: 3 clusters Score -2184298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2184299.750000 Penalty: 4926.164551
	Iteration 27Q: 3 clusters Score -2184300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2184299.750000 Penalty: 4926.164551
	Iteration 28F: 3 clusters Score -2184300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Entering Unmasked Estep 
Score: -7988536.000000 Penalty: 2792.200195
	Iteration 0F: 2 clusters Score -7988536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7936535.000000 Penalty: 5584.400391
	Iteration 0F: 3 clusters Score -7936535 nChanged 36377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7956990.000000 Penalty: 5584.400391
	Iteration 1F: 3 clusters Score -7956990 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7957506.500000 Penalty: 5584.400391
	Iteration 2Q: 3 clusters Score -7957506 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7958011.500000 Penalty: 5584.400391
	Iteration 3Q: 3 clusters Score -7958012 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -7958525.000000 Penalty: 5584.400391
	Iteration 4Q: 3 clusters Score -7958525 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -7959029.500000 Penalty: 5584.400391
	Iteration 5Q: 3 clusters Score -7959030 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -7959779.500000 Penalty: 5584.400391
	Iteration 6Q: 3 clusters Score -7959780 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -7960830.500000 Penalty: 5584.400391
	Iteration 7Q: 3 clusters Score -7960830 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -7962544.000000 Penalty: 5584.400391
	Iteration 8Q: 3 clusters Score -7962544 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -7965564.000000 Penalty: 5584.400391
	Iteration 9F: 3 clusters Score -7965564 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -7970142.000000 Penalty: 5584.400391
	Iteration 10F: 3 clusters Score -7970142 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -7975985.000000 Penalty: 5584.400391
	Iteration 11F: 3 clusters Score -7975985 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -7981420.000000 Penalty: 5584.400391
	Iteration 12F: 3 clusters Score -7981420 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -7984320.000000 Penalty: 5584.400391
	Iteration 13Q: 3 clusters Score -7984320 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -7985461.500000 Penalty: 5584.400391
	Iteration 14Q: 3 clusters Score -7985462 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -7985876.500000 Penalty: 5584.400391
	Iteration 15Q: 3 clusters Score -7985876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -7986037.000000 Penalty: 5584.400391
	Iteration 16Q: 3 clusters Score -7986037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -7986101.000000 Penalty: 5584.400391
	Iteration 17Q: 3 clusters Score -7986101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -7986123.500000 Penalty: 5584.400391
	Iteration 18Q: 3 clusters Score -7986124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -7986141.000000 Penalty: 5584.400391
	Iteration 19Q: 3 clusters Score -7986141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -7986157.500000 Penalty: 5584.400391
	Iteration 20F: 3 clusters Score -7986158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -7986173.000000 Penalty: 5584.400391
	Iteration 21Q: 3 clusters Score -7986173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 77282 members 
Entering Unmasked Estep 
Score: -7986183.500000 Penalty: 5584.400391
	Iteration 22Q: 3 clusters Score -7986184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -7986183.000000 Penalty: 5584.400391
	Iteration 23Q: 3 clusters Score -7986183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -7986187.500000 Penalty: 5584.400391
	Iteration 24Q: 3 clusters Score -7986188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -7986187.500000 Penalty: 5584.400391
	Iteration 25F: 3 clusters Score -7986188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (338443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338443 members 
Entering Unmasked Estep 
Score: -35835536.000000 Penalty: 3157.563477
	Iteration 0F: 2 clusters Score -3.583554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 168910 members 
Entering Unmasked Estep 
Score: -35617164.000000 Penalty: 6315.126953
	Iteration 0F: 3 clusters Score -3.561716e+07 nChanged 164498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -35714428.000000 Penalty: 6315.126953
	Iteration 1F: 3 clusters Score -3.571443e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180920 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -35715916.000000 Penalty: 6315.126953
	Iteration 2Q: 3 clusters Score -3.571592e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188009 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -35718088.000000 Penalty: 6315.126953
	Iteration 3Q: 3 clusters Score -3.571809e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -35722060.000000 Penalty: 6315.126953
	Iteration 4Q: 3 clusters Score -3.572206e+07 nChanged 17050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -35730048.000000 Penalty: 6315.126953
	Iteration 5F: 3 clusters Score -3.573005e+07 nChanged 23535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238904 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -35745292.000000 Penalty: 6315.126953
	Iteration 6F: 3 clusters Score -3.574529e+07 nChanged 30000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268896 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -35770280.000000 Penalty: 6315.126953
	Iteration 7F: 3 clusters Score -3.577028e+07 nChanged 30797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299693 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -35799480.000000 Penalty: 6315.126953
	Iteration 8F: 3 clusters Score -3.579948e+07 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321966 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -35821104.000000 Penalty: 6315.126953
	Iteration 9F: 3 clusters Score -3.58211e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332765 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -35828696.000000 Penalty: 6315.126953
	Iteration 10Q: 3 clusters Score -3.58287e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336375 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -35831220.000000 Penalty: 6315.126953
	Iteration 11Q: 3 clusters Score -3.583122e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337485 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -35832088.000000 Penalty: 6315.126953
	Iteration 12Q: 3 clusters Score -3.583209e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337803 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -35832408.000000 Penalty: 6315.126953
	Iteration 13Q: 3 clusters Score -3.583241e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337924 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -35832532.000000 Penalty: 6315.126953
	Iteration 14Q: 3 clusters Score -3.583253e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337984 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35832632.000000 Penalty: 6315.126953
	Iteration 15Q: 3 clusters Score -3.583263e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338018 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35832684.000000 Penalty: 6315.126953
	Iteration 16Q: 3 clusters Score -3.583268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338023 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35832676.000000 Penalty: 6315.126953
	Iteration 17Q: 3 clusters Score -3.583268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338029 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35832712.000000 Penalty: 6315.126953
	Iteration 18Q: 3 clusters Score -3.583271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338035 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35832732.000000 Penalty: 6315.126953
	Iteration 19Q: 3 clusters Score -3.583273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338041 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35832744.000000 Penalty: 6315.126953
	Iteration 20F: 3 clusters Score -3.583274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338051 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35832756.000000 Penalty: 6315.126953
	Iteration 21Q: 3 clusters Score -3.583276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338051 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35832760.000000 Penalty: 6315.126953
	Iteration 22Q: 3 clusters Score -3.583276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338048 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35832768.000000 Penalty: 6315.126953
	Iteration 23Q: 3 clusters Score -3.583277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338046 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35832768.000000 Penalty: 6315.126953
	Iteration 24Q: 3 clusters Score -3.583277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338051 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35832788.000000 Penalty: 6315.126953
	Iteration 25Q: 3 clusters Score -3.583279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338055 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35832788.000000 Penalty: 6315.126953
	Iteration 26Q: 3 clusters Score -3.583279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338055 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35832808.000000 Penalty: 6315.126953
	Iteration 27Q: 3 clusters Score -3.583281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338057 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35832808.000000 Penalty: 6315.126953
	Iteration 28Q: 3 clusters Score -3.583281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338058 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35832792.000000 Penalty: 6315.126953
	Iteration 29Q: 3 clusters Score -3.583279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338058 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35832796.000000 Penalty: 6315.126953
	Iteration 30Q: 3 clusters Score -3.58328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338057 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35832796.000000 Penalty: 6315.126953
	Iteration 31Q: 3 clusters Score -3.58328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338058 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35832820.000000 Penalty: 6315.126953
	Iteration 32Q: 3 clusters Score -3.583282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338058 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35832820.000000 Penalty: 6315.126953
	Iteration 33Q: 3 clusters Score -3.583282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338059 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35832820.000000 Penalty: 6315.126953
	Iteration 34Q: 3 clusters Score -3.583282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338059 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35832828.000000 Penalty: 6315.126953
	Iteration 35Q: 3 clusters Score -3.583283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338059 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35832828.000000 Penalty: 6315.126953
	Iteration 36F: 3 clusters Score -3.583283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Entering Unmasked Estep 
Score: -3288940.000000 Penalty: 2560.500000
	Iteration 0F: 2 clusters Score -3288940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3268046.750000 Penalty: 5121.000000
	Iteration 0F: 3 clusters Score -3268047 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3275539.750000 Penalty: 5121.000000
	Iteration 1F: 3 clusters Score -3275540 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3276056.500000 Penalty: 5121.000000
	Iteration 2Q: 3 clusters Score -3276056 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3276581.250000 Penalty: 5121.000000
	Iteration 3Q: 3 clusters Score -3276581 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3277190.750000 Penalty: 5121.000000
	Iteration 4Q: 3 clusters Score -3277191 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3277864.000000 Penalty: 5121.000000
	Iteration 5Q: 3 clusters Score -3277864 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3278599.250000 Penalty: 5121.000000
	Iteration 6Q: 3 clusters Score -3278599 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3279455.500000 Penalty: 5121.000000
	Iteration 7Q: 3 clusters Score -3279456 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3280422.750000 Penalty: 5121.000000
	Iteration 8F: 3 clusters Score -3280423 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3281447.250000 Penalty: 5121.000000
	Iteration 9F: 3 clusters Score -3281447 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3282417.000000 Penalty: 5121.000000
	Iteration 10F: 3 clusters Score -3282417 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3283140.250000 Penalty: 5121.000000
	Iteration 11Q: 3 clusters Score -3283140 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3283582.500000 Penalty: 5121.000000
	Iteration 12Q: 3 clusters Score -3283582 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3283852.250000 Penalty: 5121.000000
	Iteration 13Q: 3 clusters Score -3283852 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3284042.750000 Penalty: 5121.000000
	Iteration 14Q: 3 clusters Score -3284043 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3284200.750000 Penalty: 5121.000000
	Iteration 15Q: 3 clusters Score -3284201 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3284318.500000 Penalty: 5121.000000
	Iteration 16Q: 3 clusters Score -3284318 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3284410.500000 Penalty: 5121.000000
	Iteration 17Q: 3 clusters Score -3284410 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3284493.250000 Penalty: 5121.000000
	Iteration 18Q: 3 clusters Score -3284493 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3284573.750000 Penalty: 5121.000000
	Iteration 19Q: 3 clusters Score -3284574 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3284688.500000 Penalty: 5121.000000
	Iteration 20F: 3 clusters Score -3284688 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3284773.250000 Penalty: 5121.000000
	Iteration 21Q: 3 clusters Score -3284773 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3284841.750000 Penalty: 5121.000000
	Iteration 22Q: 3 clusters Score -3284842 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3284923.250000 Penalty: 5121.000000
	Iteration 23Q: 3 clusters Score -3284923 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3284997.000000 Penalty: 5121.000000
	Iteration 24Q: 3 clusters Score -3284997 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3285089.750000 Penalty: 5121.000000
	Iteration 25Q: 3 clusters Score -3285090 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3285176.500000 Penalty: 5121.000000
	Iteration 26Q: 3 clusters Score -3285176 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3285251.750000 Penalty: 5121.000000
	Iteration 27Q: 3 clusters Score -3285252 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3285344.500000 Penalty: 5121.000000
	Iteration 28Q: 3 clusters Score -3285344 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3285433.750000 Penalty: 5121.000000
	Iteration 29Q: 3 clusters Score -3285434 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3285524.250000 Penalty: 5121.000000
	Iteration 30Q: 3 clusters Score -3285524 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3285602.250000 Penalty: 5121.000000
	Iteration 31Q: 3 clusters Score -3285602 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3285694.000000 Penalty: 5121.000000
	Iteration 32Q: 3 clusters Score -3285694 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3285776.250000 Penalty: 5121.000000
	Iteration 33Q: 3 clusters Score -3285776 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3285853.500000 Penalty: 5121.000000
	Iteration 34Q: 3 clusters Score -3285854 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3285960.750000 Penalty: 5121.000000
	Iteration 35Q: 3 clusters Score -3285961 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3286040.500000 Penalty: 5121.000000
	Iteration 36Q: 3 clusters Score -3286040 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3286125.500000 Penalty: 5121.000000
	Iteration 37Q: 3 clusters Score -3286126 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3286231.750000 Penalty: 5121.000000
	Iteration 38Q: 3 clusters Score -3286232 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3286319.250000 Penalty: 5121.000000
	Iteration 39Q: 3 clusters Score -3286319 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3286390.000000 Penalty: 5121.000000
	Iteration 40F: 3 clusters Score -3286390 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3286460.000000 Penalty: 5121.000000
	Iteration 41Q: 3 clusters Score -3286460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3286534.500000 Penalty: 5121.000000
	Iteration 42Q: 3 clusters Score -3286534 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3286607.500000 Penalty: 5121.000000
	Iteration 43Q: 3 clusters Score -3286608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3286655.250000 Penalty: 5121.000000
	Iteration 44Q: 3 clusters Score -3286655 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3286697.500000 Penalty: 5121.000000
	Iteration 45Q: 3 clusters Score -3286698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3286753.250000 Penalty: 5121.000000
	Iteration 46Q: 3 clusters Score -3286753 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3286783.250000 Penalty: 5121.000000
	Iteration 47Q: 3 clusters Score -3286783 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3286820.000000 Penalty: 5121.000000
	Iteration 48Q: 3 clusters Score -3286820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3286843.750000 Penalty: 5121.000000
	Iteration 49Q: 3 clusters Score -3286844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3286863.250000 Penalty: 5121.000000
	Iteration 50Q: 3 clusters Score -3286863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3286870.500000 Penalty: 5121.000000
	Iteration 51Q: 3 clusters Score -3286870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3286879.250000 Penalty: 5121.000000
	Iteration 52Q: 3 clusters Score -3286879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3286888.250000 Penalty: 5121.000000
	Iteration 53Q: 3 clusters Score -3286888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3286897.500000 Penalty: 5121.000000
	Iteration 54Q: 3 clusters Score -3286898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3286899.000000 Penalty: 5121.000000
	Iteration 55Q: 3 clusters Score -3286899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3286910.500000 Penalty: 5121.000000
	Iteration 56Q: 3 clusters Score -3286910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3286927.250000 Penalty: 5121.000000
	Iteration 57Q: 3 clusters Score -3286927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3286939.500000 Penalty: 5121.000000
	Iteration 58Q: 3 clusters Score -3286940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3286945.250000 Penalty: 5121.000000
	Iteration 59Q: 3 clusters Score -3286945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3286961.750000 Penalty: 5121.000000
	Iteration 60F: 3 clusters Score -3286962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3286970.750000 Penalty: 5121.000000
	Iteration 61Q: 3 clusters Score -3286971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3286970.750000 Penalty: 5121.000000
	Iteration 62Q: 3 clusters Score -3286971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3286976.750000 Penalty: 5121.000000
	Iteration 63Q: 3 clusters Score -3286977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3286980.250000 Penalty: 5121.000000
	Iteration 64Q: 3 clusters Score -3286980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3286979.500000 Penalty: 5121.000000
	Iteration 65Q: 3 clusters Score -3286980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3286987.500000 Penalty: 5121.000000
	Iteration 66Q: 3 clusters Score -3286988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3286995.500000 Penalty: 5121.000000
	Iteration 67Q: 3 clusters Score -3286996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3286998.000000 Penalty: 5121.000000
	Iteration 68Q: 3 clusters Score -3286998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3286995.750000 Penalty: 5121.000000
	Iteration 69Q: 3 clusters Score -3286996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3287007.500000 Penalty: 5121.000000
	Iteration 70Q: 3 clusters Score -3287008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3287007.000000 Penalty: 5121.000000
	Iteration 71Q: 3 clusters Score -3287007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3287008.000000 Penalty: 5121.000000
	Iteration 72Q: 3 clusters Score -3287008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3287010.250000 Penalty: 5121.000000
	Iteration 73Q: 3 clusters Score -3287010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3287015.500000 Penalty: 5121.000000
	Iteration 74Q: 3 clusters Score -3287016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3287021.750000 Penalty: 5121.000000
	Iteration 75Q: 3 clusters Score -3287022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3287028.750000 Penalty: 5121.000000
	Iteration 76Q: 3 clusters Score -3287029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3287028.500000 Penalty: 5121.000000
	Iteration 77Q: 3 clusters Score -3287028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3287029.500000 Penalty: 5121.000000
	Iteration 78Q: 3 clusters Score -3287030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3287023.500000 Penalty: 5121.000000
	Iteration 79Q: 3 clusters Score -3287024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3287025.000000 Penalty: 5121.000000
	Iteration 80F: 3 clusters Score -3287025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3287035.750000 Penalty: 5121.000000
	Iteration 81Q: 3 clusters Score -3287036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3287039.000000 Penalty: 5121.000000
	Iteration 82Q: 3 clusters Score -3287039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3287037.750000 Penalty: 5121.000000
	Iteration 83Q: 3 clusters Score -3287038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3287041.000000 Penalty: 5121.000000
	Iteration 84Q: 3 clusters Score -3287041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3287048.000000 Penalty: 5121.000000
	Iteration 85Q: 3 clusters Score -3287048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3287051.750000 Penalty: 5121.000000
	Iteration 86Q: 3 clusters Score -3287052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3287050.750000 Penalty: 5121.000000
	Iteration 87Q: 3 clusters Score -3287051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3287049.000000 Penalty: 5121.000000
	Iteration 88Q: 3 clusters Score -3287049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3287054.250000 Penalty: 5121.000000
	Iteration 89Q: 3 clusters Score -3287054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3287056.250000 Penalty: 5121.000000
	Iteration 90Q: 3 clusters Score -3287056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3287055.250000 Penalty: 5121.000000
	Iteration 91Q: 3 clusters Score -3287055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3287053.250000 Penalty: 5121.000000
	Iteration 92Q: 3 clusters Score -3287053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3287055.500000 Penalty: 5121.000000
	Iteration 93Q: 3 clusters Score -3287056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3287052.500000 Penalty: 5121.000000
	Iteration 94Q: 3 clusters Score -3287052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3287052.000000 Penalty: 5121.000000
	Iteration 95Q: 3 clusters Score -3287052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3287051.500000 Penalty: 5121.000000
	Iteration 96Q: 3 clusters Score -3287052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3287056.750000 Penalty: 5121.000000
	Iteration 97Q: 3 clusters Score -3287057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3287056.500000 Penalty: 5121.000000
	Iteration 98Q: 3 clusters Score -3287056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3287054.250000 Penalty: 5121.000000
	Iteration 99Q: 3 clusters Score -3287054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3287060.000000 Penalty: 5121.000000
	Iteration 100F: 3 clusters Score -3287060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3287063.250000 Penalty: 5121.000000
	Iteration 101Q: 3 clusters Score -3287063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3287067.250000 Penalty: 5121.000000
	Iteration 102Q: 3 clusters Score -3287067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3287072.250000 Penalty: 5121.000000
	Iteration 103Q: 3 clusters Score -3287072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3287070.500000 Penalty: 5121.000000
	Iteration 104Q: 3 clusters Score -3287070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3287067.750000 Penalty: 5121.000000
	Iteration 105Q: 3 clusters Score -3287068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3287071.250000 Penalty: 5121.000000
	Iteration 106Q: 3 clusters Score -3287071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3287074.000000 Penalty: 5121.000000
	Iteration 107Q: 3 clusters Score -3287074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3287075.000000 Penalty: 5121.000000
	Iteration 108Q: 3 clusters Score -3287075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3287080.000000 Penalty: 5121.000000
	Iteration 109Q: 3 clusters Score -3287080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3287078.000000 Penalty: 5121.000000
	Iteration 110Q: 3 clusters Score -3287078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3287075.250000 Penalty: 5121.000000
	Iteration 111Q: 3 clusters Score -3287075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3287080.000000 Penalty: 5121.000000
	Iteration 112Q: 3 clusters Score -3287080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3287078.750000 Penalty: 5121.000000
	Iteration 113Q: 3 clusters Score -3287079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3287087.000000 Penalty: 5121.000000
	Iteration 114Q: 3 clusters Score -3287087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3287090.500000 Penalty: 5121.000000
	Iteration 115Q: 3 clusters Score -3287090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3287091.750000 Penalty: 5121.000000
	Iteration 116Q: 3 clusters Score -3287092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3287096.250000 Penalty: 5121.000000
	Iteration 117Q: 3 clusters Score -3287096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3287093.750000 Penalty: 5121.000000
	Iteration 118Q: 3 clusters Score -3287094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3287093.250000 Penalty: 5121.000000
	Iteration 119Q: 3 clusters Score -3287093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3287091.250000 Penalty: 5121.000000
	Iteration 120F: 3 clusters Score -3287091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3287096.250000 Penalty: 5121.000000
	Iteration 121Q: 3 clusters Score -3287096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3287095.000000 Penalty: 5121.000000
	Iteration 122Q: 3 clusters Score -3287095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3287096.000000 Penalty: 5121.000000
	Iteration 123Q: 3 clusters Score -3287096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3287095.250000 Penalty: 5121.000000
	Iteration 124Q: 3 clusters Score -3287095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3287098.750000 Penalty: 5121.000000
	Iteration 125Q: 3 clusters Score -3287099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3287105.000000 Penalty: 5121.000000
	Iteration 126Q: 3 clusters Score -3287105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3287107.000000 Penalty: 5121.000000
	Iteration 127Q: 3 clusters Score -3287107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3287112.000000 Penalty: 5121.000000
	Iteration 128Q: 3 clusters Score -3287112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3287111.750000 Penalty: 5121.000000
	Iteration 129Q: 3 clusters Score -3287112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3287110.750000 Penalty: 5121.000000
	Iteration 130Q: 3 clusters Score -3287111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3287107.750000 Penalty: 5121.000000
	Iteration 131Q: 3 clusters Score -3287108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3287112.000000 Penalty: 5121.000000
	Iteration 132Q: 3 clusters Score -3287112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3287115.000000 Penalty: 5121.000000
	Iteration 133Q: 3 clusters Score -3287115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3287110.000000 Penalty: 5121.000000
	Iteration 134Q: 3 clusters Score -3287110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3287113.000000 Penalty: 5121.000000
	Iteration 135Q: 3 clusters Score -3287113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3287113.000000 Penalty: 5121.000000
	Iteration 136F: 3 clusters Score -3287113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Entering Unmasked Estep 
Score: -875682.812500 Penalty: 2250.878662
	Iteration 0F: 2 clusters Score -875682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -868776.562500 Penalty: 4501.757324
	Iteration 0F: 3 clusters Score -868776.6 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -870990.312500 Penalty: 4501.757324
	Iteration 1F: 3 clusters Score -870990.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -871786.687500 Penalty: 4501.757324
	Iteration 2F: 3 clusters Score -871786.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -872619.562500 Penalty: 4501.757324
	Iteration 3F: 3 clusters Score -872619.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -873294.687500 Penalty: 4501.757324
	Iteration 4F: 3 clusters Score -873294.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -873807.937500 Penalty: 4501.757324
	Iteration 5F: 3 clusters Score -873807.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -874111.000000 Penalty: 4501.757324
	Iteration 6F: 3 clusters Score -874111 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -874295.000000 Penalty: 4501.757324
	Iteration 7Q: 3 clusters Score -874295 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -874411.812500 Penalty: 4501.757324
	Iteration 8Q: 3 clusters Score -874411.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -874474.187500 Penalty: 4501.757324
	Iteration 9Q: 3 clusters Score -874474.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -874517.562500 Penalty: 4501.757324
	Iteration 10Q: 3 clusters Score -874517.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -874550.500000 Penalty: 4501.757324
	Iteration 11Q: 3 clusters Score -874550.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -874578.187500 Penalty: 4501.757324
	Iteration 12Q: 3 clusters Score -874578.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -874596.187500 Penalty: 4501.757324
	Iteration 13Q: 3 clusters Score -874596.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -874613.125000 Penalty: 4501.757324
	Iteration 14Q: 3 clusters Score -874613.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -874627.500000 Penalty: 4501.757324
	Iteration 15Q: 3 clusters Score -874627.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -874640.375000 Penalty: 4501.757324
	Iteration 16Q: 3 clusters Score -874640.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -874646.250000 Penalty: 4501.757324
	Iteration 17Q: 3 clusters Score -874646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -874656.187500 Penalty: 4501.757324
	Iteration 18Q: 3 clusters Score -874656.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -874667.937500 Penalty: 4501.757324
	Iteration 19Q: 3 clusters Score -874667.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -874677.437500 Penalty: 4501.757324
	Iteration 20F: 3 clusters Score -874677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -874685.625000 Penalty: 4501.757324
	Iteration 21Q: 3 clusters Score -874685.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -874693.750000 Penalty: 4501.757324
	Iteration 22Q: 3 clusters Score -874693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -874701.562500 Penalty: 4501.757324
	Iteration 23Q: 3 clusters Score -874701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -874704.687500 Penalty: 4501.757324
	Iteration 24Q: 3 clusters Score -874704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -874711.375000 Penalty: 4501.757324
	Iteration 25Q: 3 clusters Score -874711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -874720.687500 Penalty: 4501.757324
	Iteration 26Q: 3 clusters Score -874720.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -874730.562500 Penalty: 4501.757324
	Iteration 27Q: 3 clusters Score -874730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -874738.500000 Penalty: 4501.757324
	Iteration 28Q: 3 clusters Score -874738.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -874742.125000 Penalty: 4501.757324
	Iteration 29Q: 3 clusters Score -874742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -874747.187500 Penalty: 4501.757324
	Iteration 30Q: 3 clusters Score -874747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -874748.750000 Penalty: 4501.757324
	Iteration 31Q: 3 clusters Score -874748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -874750.312500 Penalty: 4501.757324
	Iteration 32Q: 3 clusters Score -874750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -874749.437500 Penalty: 4501.757324
	Iteration 33Q: 3 clusters Score -874749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -874753.062500 Penalty: 4501.757324
	Iteration 34Q: 3 clusters Score -874753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -874755.625000 Penalty: 4501.757324
	Iteration 35Q: 3 clusters Score -874755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -874757.562500 Penalty: 4501.757324
	Iteration 36Q: 3 clusters Score -874757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -874759.000000 Penalty: 4501.757324
	Iteration 37Q: 3 clusters Score -874759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -874758.125000 Penalty: 4501.757324
	Iteration 38Q: 3 clusters Score -874758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -874757.750000 Penalty: 4501.757324
	Iteration 39Q: 3 clusters Score -874757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -874758.000000 Penalty: 4501.757324
	Iteration 40F: 3 clusters Score -874758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -874757.125000 Penalty: 4501.757324
	Iteration 41Q: 3 clusters Score -874757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -874757.125000 Penalty: 4501.757324
	Iteration 42F: 3 clusters Score -874757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330744 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77565 members 
Mstep: Class 22 contains 338443 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396544.000000 Penalty: 84740.203125
Iteration 359Q: 25 clusters Score -1.583965e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330742 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103704 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77564 members 
Mstep: Class 22 contains 338448 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396512.000000 Penalty: 84740.203125
Iteration 360F: 25 clusters Score -1.583965e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330741 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103704 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77564 members 
Mstep: Class 22 contains 338449 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396528.000000 Penalty: 84740.203125
Iteration 361Q: 25 clusters Score -1.583965e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330741 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103704 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77564 members 
Mstep: Class 22 contains 338449 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396528.000000 Penalty: 84740.203125
Iteration 362F: 25 clusters Score -1.583965e+08 nChanged 0
Entering ConstructFrom: 
Score: -158396528.000000 Penalty: 84740.203125
Entering ConstructFrom: 
Trying to split cluster 1 (29141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Entering Unmasked Estep 
Score: -2828531.750000 Penalty: 2549.415527
	Iteration 0F: 2 clusters Score -2828532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2808665.750000 Penalty: 5098.831055
	Iteration 0F: 3 clusters Score -2808666 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2815798.000000 Penalty: 5098.831055
	Iteration 1F: 3 clusters Score -2815798 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2816311.000000 Penalty: 5098.831055
	Iteration 2Q: 3 clusters Score -2816311 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2816818.500000 Penalty: 5098.831055
	Iteration 3Q: 3 clusters Score -2816818 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2817370.000000 Penalty: 5098.831055
	Iteration 4Q: 3 clusters Score -2817370 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2817977.000000 Penalty: 5098.831055
	Iteration 5Q: 3 clusters Score -2817977 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2818597.750000 Penalty: 5098.831055
	Iteration 6Q: 3 clusters Score -2818598 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2819320.250000 Penalty: 5098.831055
	Iteration 7Q: 3 clusters Score -2819320 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2820084.000000 Penalty: 5098.831055
	Iteration 8Q: 3 clusters Score -2820084 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2820914.000000 Penalty: 5098.831055
	Iteration 9Q: 3 clusters Score -2820914 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2821760.500000 Penalty: 5098.831055
	Iteration 10Q: 3 clusters Score -2821760 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2822498.250000 Penalty: 5098.831055
	Iteration 11Q: 3 clusters Score -2822498 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2823094.500000 Penalty: 5098.831055
	Iteration 12Q: 3 clusters Score -2823094 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2823517.500000 Penalty: 5098.831055
	Iteration 13Q: 3 clusters Score -2823518 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2823809.250000 Penalty: 5098.831055
	Iteration 14Q: 3 clusters Score -2823809 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2824001.250000 Penalty: 5098.831055
	Iteration 15Q: 3 clusters Score -2824001 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2824192.250000 Penalty: 5098.831055
	Iteration 16Q: 3 clusters Score -2824192 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2824385.000000 Penalty: 5098.831055
	Iteration 17Q: 3 clusters Score -2824385 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2824532.500000 Penalty: 5098.831055
	Iteration 18Q: 3 clusters Score -2824532 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2824664.000000 Penalty: 5098.831055
	Iteration 19Q: 3 clusters Score -2824664 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2824769.000000 Penalty: 5098.831055
	Iteration 20F: 3 clusters Score -2824769 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2824863.750000 Penalty: 5098.831055
	Iteration 21Q: 3 clusters Score -2824864 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2824945.750000 Penalty: 5098.831055
	Iteration 22Q: 3 clusters Score -2824946 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2825032.000000 Penalty: 5098.831055
	Iteration 23Q: 3 clusters Score -2825032 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2825102.250000 Penalty: 5098.831055
	Iteration 24Q: 3 clusters Score -2825102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2825158.000000 Penalty: 5098.831055
	Iteration 25Q: 3 clusters Score -2825158 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2825192.250000 Penalty: 5098.831055
	Iteration 26Q: 3 clusters Score -2825192 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2825223.250000 Penalty: 5098.831055
	Iteration 27Q: 3 clusters Score -2825223 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2825263.500000 Penalty: 5098.831055
	Iteration 28Q: 3 clusters Score -2825264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2825287.250000 Penalty: 5098.831055
	Iteration 29Q: 3 clusters Score -2825287 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2825320.000000 Penalty: 5098.831055
	Iteration 30Q: 3 clusters Score -2825320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2825338.500000 Penalty: 5098.831055
	Iteration 31Q: 3 clusters Score -2825338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2825353.750000 Penalty: 5098.831055
	Iteration 32Q: 3 clusters Score -2825354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2825374.250000 Penalty: 5098.831055
	Iteration 33Q: 3 clusters Score -2825374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2825392.750000 Penalty: 5098.831055
	Iteration 34Q: 3 clusters Score -2825393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2825415.000000 Penalty: 5098.831055
	Iteration 35Q: 3 clusters Score -2825415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2825435.000000 Penalty: 5098.831055
	Iteration 36Q: 3 clusters Score -2825435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2825451.500000 Penalty: 5098.831055
	Iteration 37Q: 3 clusters Score -2825452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2825462.250000 Penalty: 5098.831055
	Iteration 38Q: 3 clusters Score -2825462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2825475.750000 Penalty: 5098.831055
	Iteration 39Q: 3 clusters Score -2825476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2825482.000000 Penalty: 5098.831055
	Iteration 40F: 3 clusters Score -2825482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2825489.750000 Penalty: 5098.831055
	Iteration 41Q: 3 clusters Score -2825490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2825512.750000 Penalty: 5098.831055
	Iteration 42Q: 3 clusters Score -2825513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2825522.500000 Penalty: 5098.831055
	Iteration 43Q: 3 clusters Score -2825522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2825535.750000 Penalty: 5098.831055
	Iteration 44Q: 3 clusters Score -2825536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2825546.500000 Penalty: 5098.831055
	Iteration 45Q: 3 clusters Score -2825546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2825564.000000 Penalty: 5098.831055
	Iteration 46Q: 3 clusters Score -2825564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2825584.750000 Penalty: 5098.831055
	Iteration 47Q: 3 clusters Score -2825585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2825600.250000 Penalty: 5098.831055
	Iteration 48Q: 3 clusters Score -2825600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2825625.250000 Penalty: 5098.831055
	Iteration 49Q: 3 clusters Score -2825625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2825638.000000 Penalty: 5098.831055
	Iteration 50Q: 3 clusters Score -2825638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2825672.000000 Penalty: 5098.831055
	Iteration 51Q: 3 clusters Score -2825672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2825676.750000 Penalty: 5098.831055
	Iteration 52Q: 3 clusters Score -2825677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2825691.750000 Penalty: 5098.831055
	Iteration 53Q: 3 clusters Score -2825692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2825710.250000 Penalty: 5098.831055
	Iteration 54Q: 3 clusters Score -2825710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2825717.250000 Penalty: 5098.831055
	Iteration 55Q: 3 clusters Score -2825717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2825729.250000 Penalty: 5098.831055
	Iteration 56Q: 3 clusters Score -2825729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2825746.500000 Penalty: 5098.831055
	Iteration 57Q: 3 clusters Score -2825746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2825756.000000 Penalty: 5098.831055
	Iteration 58Q: 3 clusters Score -2825756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2825763.000000 Penalty: 5098.831055
	Iteration 59Q: 3 clusters Score -2825763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2825778.500000 Penalty: 5098.831055
	Iteration 60F: 3 clusters Score -2825778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2825784.250000 Penalty: 5098.831055
	Iteration 61Q: 3 clusters Score -2825784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2825779.250000 Penalty: 5098.831055
	Iteration 62Q: 3 clusters Score -2825779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2825782.250000 Penalty: 5098.831055
	Iteration 63Q: 3 clusters Score -2825782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2825790.000000 Penalty: 5098.831055
	Iteration 64Q: 3 clusters Score -2825790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2825798.500000 Penalty: 5098.831055
	Iteration 65Q: 3 clusters Score -2825798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2825804.500000 Penalty: 5098.831055
	Iteration 66Q: 3 clusters Score -2825804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2825824.750000 Penalty: 5098.831055
	Iteration 67Q: 3 clusters Score -2825825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2825846.000000 Penalty: 5098.831055
	Iteration 68Q: 3 clusters Score -2825846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2825860.250000 Penalty: 5098.831055
	Iteration 69Q: 3 clusters Score -2825860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2825890.750000 Penalty: 5098.831055
	Iteration 70Q: 3 clusters Score -2825891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2825909.250000 Penalty: 5098.831055
	Iteration 71Q: 3 clusters Score -2825909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2825942.000000 Penalty: 5098.831055
	Iteration 72Q: 3 clusters Score -2825942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2825966.750000 Penalty: 5098.831055
	Iteration 73Q: 3 clusters Score -2825967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2825991.500000 Penalty: 5098.831055
	Iteration 74Q: 3 clusters Score -2825992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2826016.000000 Penalty: 5098.831055
	Iteration 75Q: 3 clusters Score -2826016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2826038.750000 Penalty: 5098.831055
	Iteration 76Q: 3 clusters Score -2826039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2826063.000000 Penalty: 5098.831055
	Iteration 77Q: 3 clusters Score -2826063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2826078.250000 Penalty: 5098.831055
	Iteration 78Q: 3 clusters Score -2826078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2826096.250000 Penalty: 5098.831055
	Iteration 79Q: 3 clusters Score -2826096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2826103.750000 Penalty: 5098.831055
	Iteration 80F: 3 clusters Score -2826104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2826119.000000 Penalty: 5098.831055
	Iteration 81Q: 3 clusters Score -2826119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2826134.500000 Penalty: 5098.831055
	Iteration 82Q: 3 clusters Score -2826134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2826141.750000 Penalty: 5098.831055
	Iteration 83Q: 3 clusters Score -2826142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2826150.250000 Penalty: 5098.831055
	Iteration 84Q: 3 clusters Score -2826150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2826153.500000 Penalty: 5098.831055
	Iteration 85Q: 3 clusters Score -2826154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2826161.000000 Penalty: 5098.831055
	Iteration 86Q: 3 clusters Score -2826161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2826163.500000 Penalty: 5098.831055
	Iteration 87Q: 3 clusters Score -2826164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2826166.750000 Penalty: 5098.831055
	Iteration 88Q: 3 clusters Score -2826167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2826174.750000 Penalty: 5098.831055
	Iteration 89Q: 3 clusters Score -2826175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2826170.250000 Penalty: 5098.831055
	Iteration 90Q: 3 clusters Score -2826170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2826174.500000 Penalty: 5098.831055
	Iteration 91Q: 3 clusters Score -2826174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2826179.500000 Penalty: 5098.831055
	Iteration 92Q: 3 clusters Score -2826180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2826183.000000 Penalty: 5098.831055
	Iteration 93Q: 3 clusters Score -2826183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2826181.750000 Penalty: 5098.831055
	Iteration 94Q: 3 clusters Score -2826182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2826185.500000 Penalty: 5098.831055
	Iteration 95Q: 3 clusters Score -2826186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2826191.750000 Penalty: 5098.831055
	Iteration 96Q: 3 clusters Score -2826192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2826200.750000 Penalty: 5098.831055
	Iteration 97Q: 3 clusters Score -2826201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2826201.000000 Penalty: 5098.831055
	Iteration 98Q: 3 clusters Score -2826201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2826202.250000 Penalty: 5098.831055
	Iteration 99Q: 3 clusters Score -2826202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2826202.750000 Penalty: 5098.831055
	Iteration 100F: 3 clusters Score -2826203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2826205.000000 Penalty: 5098.831055
	Iteration 101Q: 3 clusters Score -2826205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2826208.750000 Penalty: 5098.831055
	Iteration 102Q: 3 clusters Score -2826209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2826207.500000 Penalty: 5098.831055
	Iteration 103Q: 3 clusters Score -2826208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2826212.750000 Penalty: 5098.831055
	Iteration 104Q: 3 clusters Score -2826213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2826213.250000 Penalty: 5098.831055
	Iteration 105Q: 3 clusters Score -2826213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2826217.750000 Penalty: 5098.831055
	Iteration 106Q: 3 clusters Score -2826218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2826217.750000 Penalty: 5098.831055
	Iteration 107Q: 3 clusters Score -2826218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2826222.500000 Penalty: 5098.831055
	Iteration 108Q: 3 clusters Score -2826222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2826224.500000 Penalty: 5098.831055
	Iteration 109Q: 3 clusters Score -2826224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2826224.500000 Penalty: 5098.831055
	Iteration 110Q: 3 clusters Score -2826224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2826223.750000 Penalty: 5098.831055
	Iteration 111Q: 3 clusters Score -2826224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2826226.500000 Penalty: 5098.831055
	Iteration 112Q: 3 clusters Score -2826226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2826220.000000 Penalty: 5098.831055
	Iteration 113Q: 3 clusters Score -2826220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2826225.000000 Penalty: 5098.831055
	Iteration 114Q: 3 clusters Score -2826225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2826228.250000 Penalty: 5098.831055
	Iteration 115Q: 3 clusters Score -2826228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2826227.000000 Penalty: 5098.831055
	Iteration 116Q: 3 clusters Score -2826227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2826229.250000 Penalty: 5098.831055
	Iteration 117Q: 3 clusters Score -2826229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2826229.250000 Penalty: 5098.831055
	Iteration 118F: 3 clusters Score -2826229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -283730.218750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -283730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -280385.125000 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -280385.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -281125.562500 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -281125.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -281273.125000 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -281273.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -281366.218750 Penalty: 4007.336914
	Iteration 3Q: 3 clusters Score -281366.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -281429.812500 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -281429.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -281469.406250 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -281469.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -281513.218750 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -281513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -281541.625000 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -281541.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -281557.343750 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -281557.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -281569.718750 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -281569.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -281579.843750 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -281579.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -281592.156250 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -281592.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -281608.125000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -281608.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -281620.343750 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -281620.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -281637.468750 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -281637.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -281659.812500 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -281659.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -281680.093750 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -281680.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -281701.000000 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -281701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -281720.843750 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -281720.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -281741.375000 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -281741.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -281756.531250 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -281756.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -281773.750000 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -281773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -281786.281250 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -281786.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -281793.718750 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -281793.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -281799.906250 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -281799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -281804.281250 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -281804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -281811.093750 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -281811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -281813.656250 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -281813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -281816.718750 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -281816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -281818.812500 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -281818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -281819.812500 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -281819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -281821.281250 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -281821.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -281823.531250 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -281823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -281828.156250 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -281828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -281830.937500 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -281830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -281834.687500 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -281834.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -281840.250000 Penalty: 4007.336914
	Iteration 36Q: 3 clusters Score -281840.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -281843.500000 Penalty: 4007.336914
	Iteration 37Q: 3 clusters Score -281843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -281844.031250 Penalty: 4007.336914
	Iteration 38Q: 3 clusters Score -281844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -281844.562500 Penalty: 4007.336914
	Iteration 39Q: 3 clusters Score -281844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -281845.937500 Penalty: 4007.336914
	Iteration 40F: 3 clusters Score -281845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -281847.000000 Penalty: 4007.336914
	Iteration 41Q: 3 clusters Score -281847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -281847.000000 Penalty: 4007.336914
	Iteration 42F: 3 clusters Score -281847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Entering Unmasked Estep 
Score: -18881136.000000 Penalty: 2995.969238
	Iteration 0F: 2 clusters Score -1.888114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -18763546.000000 Penalty: 5991.938477
	Iteration 0F: 3 clusters Score -1.876355e+07 nChanged 84551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -18812312.000000 Penalty: 5991.938477
	Iteration 1F: 3 clusters Score -1.881231e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -18813136.000000 Penalty: 5991.938477
	Iteration 2Q: 3 clusters Score -1.881314e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -18814414.000000 Penalty: 5991.938477
	Iteration 3Q: 3 clusters Score -1.881441e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -18816578.000000 Penalty: 5991.938477
	Iteration 4Q: 3 clusters Score -1.881658e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -18820598.000000 Penalty: 5991.938477
	Iteration 5Q: 3 clusters Score -1.88206e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121302 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -18827388.000000 Penalty: 5991.938477
	Iteration 6F: 3 clusters Score -1.882739e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -18838988.000000 Penalty: 5991.938477
	Iteration 7F: 3 clusters Score -1.883899e+07 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -18853592.000000 Penalty: 5991.938477
	Iteration 8F: 3 clusters Score -1.885359e+07 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -18866830.000000 Penalty: 5991.938477
	Iteration 9F: 3 clusters Score -1.886683e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -18874376.000000 Penalty: 5991.938477
	Iteration 10Q: 3 clusters Score -1.887438e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174943 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18877218.000000 Penalty: 5991.938477
	Iteration 11Q: 3 clusters Score -1.887722e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175796 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18877980.000000 Penalty: 5991.938477
	Iteration 12Q: 3 clusters Score -1.887798e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176048 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18878212.000000 Penalty: 5991.938477
	Iteration 13Q: 3 clusters Score -1.887821e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18878362.000000 Penalty: 5991.938477
	Iteration 14Q: 3 clusters Score -1.887836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18878414.000000 Penalty: 5991.938477
	Iteration 15Q: 3 clusters Score -1.887841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18878436.000000 Penalty: 5991.938477
	Iteration 16Q: 3 clusters Score -1.887844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176171 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18878456.000000 Penalty: 5991.938477
	Iteration 17Q: 3 clusters Score -1.887846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18878474.000000 Penalty: 5991.938477
	Iteration 18Q: 3 clusters Score -1.887847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18878486.000000 Penalty: 5991.938477
	Iteration 19Q: 3 clusters Score -1.887849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18878484.000000 Penalty: 5991.938477
	Iteration 20F: 3 clusters Score -1.887848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18878486.000000 Penalty: 5991.938477
	Iteration 21Q: 3 clusters Score -1.887849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18878506.000000 Penalty: 5991.938477
	Iteration 22Q: 3 clusters Score -1.887851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18878510.000000 Penalty: 5991.938477
	Iteration 23Q: 3 clusters Score -1.887851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18878502.000000 Penalty: 5991.938477
	Iteration 24Q: 3 clusters Score -1.88785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18878508.000000 Penalty: 5991.938477
	Iteration 25Q: 3 clusters Score -1.887851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18878514.000000 Penalty: 5991.938477
	Iteration 26Q: 3 clusters Score -1.887851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18878516.000000 Penalty: 5991.938477
	Iteration 27Q: 3 clusters Score -1.887852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18878516.000000 Penalty: 5991.938477
	Iteration 28F: 3 clusters Score -1.887852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -123276.218750 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -123276.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121140.046875 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -121140 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -121553.945312 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -121553.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -121724.187500 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -121724.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121830.242188 Penalty: 3539.695557
	Iteration 3Q: 3 clusters Score -121830.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -121901.382812 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -121901.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121972.500000 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -121972.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122011.578125 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -122011.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122041.242188 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -122041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122059.296875 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -122059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122071.695312 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -122071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122074.187500 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -122074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122074.187500 Penalty: 3539.695557
	Iteration 11F: 3 clusters Score -122074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330741 members 
Entering Unmasked Estep 
Score: -35070748.000000 Penalty: 3151.854492
	Iteration 0F: 2 clusters Score -3.507075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -34853756.000000 Penalty: 6303.708984
	Iteration 0F: 3 clusters Score -3.485376e+07 nChanged 160004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 156703 members 
Entering Unmasked Estep 
Score: -34948864.000000 Penalty: 6303.708984
	Iteration 1F: 3 clusters Score -3.494886e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178688 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -34950712.000000 Penalty: 6303.708984
	Iteration 2Q: 3 clusters Score -3.495071e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -34953580.000000 Penalty: 6303.708984
	Iteration 3Q: 3 clusters Score -3.495358e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196956 members 
Mstep: Class 2 contains 133785 members 
Entering Unmasked Estep 
Score: -34958604.000000 Penalty: 6303.708984
	Iteration 4Q: 3 clusters Score -3.49586e+07 nChanged 17351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212983 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -34967424.000000 Penalty: 6303.708984
	Iteration 5F: 3 clusters Score -3.496742e+07 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234745 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -34982840.000000 Penalty: 6303.708984
	Iteration 6F: 3 clusters Score -3.498284e+07 nChanged 25709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259848 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -35004636.000000 Penalty: 6303.708984
	Iteration 7F: 3 clusters Score -3.500464e+07 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283682 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -35027496.000000 Penalty: 6303.708984
	Iteration 8F: 3 clusters Score -3.50275e+07 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301018 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -35045612.000000 Penalty: 6303.708984
	Iteration 9F: 3 clusters Score -3.504561e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311598 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -35056248.000000 Penalty: 6303.708984
	Iteration 10Q: 3 clusters Score -3.505625e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317637 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -35062272.000000 Penalty: 6303.708984
	Iteration 11Q: 3 clusters Score -3.506227e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321128 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -35065812.000000 Penalty: 6303.708984
	Iteration 12Q: 3 clusters Score -3.506581e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323167 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -35067492.000000 Penalty: 6303.708984
	Iteration 13Q: 3 clusters Score -3.506749e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324460 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -35068400.000000 Penalty: 6303.708984
	Iteration 14Q: 3 clusters Score -3.50684e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325278 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -35068900.000000 Penalty: 6303.708984
	Iteration 15Q: 3 clusters Score -3.50689e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325812 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -35069132.000000 Penalty: 6303.708984
	Iteration 16Q: 3 clusters Score -3.506913e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326200 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -35069332.000000 Penalty: 6303.708984
	Iteration 17Q: 3 clusters Score -3.506933e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326470 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -35069512.000000 Penalty: 6303.708984
	Iteration 18Q: 3 clusters Score -3.506951e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326679 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -35069628.000000 Penalty: 6303.708984
	Iteration 19Q: 3 clusters Score -3.506963e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326864 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -35069720.000000 Penalty: 6303.708984
	Iteration 20F: 3 clusters Score -3.506972e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327020 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -35069800.000000 Penalty: 6303.708984
	Iteration 21Q: 3 clusters Score -3.50698e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327134 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -35069864.000000 Penalty: 6303.708984
	Iteration 22Q: 3 clusters Score -3.506986e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327206 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -35069880.000000 Penalty: 6303.708984
	Iteration 23Q: 3 clusters Score -3.506988e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327272 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -35069936.000000 Penalty: 6303.708984
	Iteration 24Q: 3 clusters Score -3.506994e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327325 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -35069960.000000 Penalty: 6303.708984
	Iteration 25Q: 3 clusters Score -3.506996e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327362 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -35070004.000000 Penalty: 6303.708984
	Iteration 26Q: 3 clusters Score -3.507e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327384 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -35070024.000000 Penalty: 6303.708984
	Iteration 27Q: 3 clusters Score -3.507002e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327410 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -35070040.000000 Penalty: 6303.708984
	Iteration 28Q: 3 clusters Score -3.507004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327441 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -35070012.000000 Penalty: 6303.708984
	Iteration 29Q: 3 clusters Score -3.507001e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327470 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -35070016.000000 Penalty: 6303.708984
	Iteration 30Q: 3 clusters Score -3.507002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327478 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -35070020.000000 Penalty: 6303.708984
	Iteration 31Q: 3 clusters Score -3.507002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327489 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -35070020.000000 Penalty: 6303.708984
	Iteration 32Q: 3 clusters Score -3.507002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327499 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -35070020.000000 Penalty: 6303.708984
	Iteration 33Q: 3 clusters Score -3.507002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327515 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -35070008.000000 Penalty: 6303.708984
	Iteration 34Q: 3 clusters Score -3.507001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327527 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -35070012.000000 Penalty: 6303.708984
	Iteration 35Q: 3 clusters Score -3.507001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327537 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -35070024.000000 Penalty: 6303.708984
	Iteration 36Q: 3 clusters Score -3.507002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327540 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -35070036.000000 Penalty: 6303.708984
	Iteration 37Q: 3 clusters Score -3.507004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327546 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -35070040.000000 Penalty: 6303.708984
	Iteration 38Q: 3 clusters Score -3.507004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327547 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -35070044.000000 Penalty: 6303.708984
	Iteration 39Q: 3 clusters Score -3.507004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327556 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -35070052.000000 Penalty: 6303.708984
	Iteration 40F: 3 clusters Score -3.507005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327557 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -35070056.000000 Penalty: 6303.708984
	Iteration 41Q: 3 clusters Score -3.507006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327566 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -35070052.000000 Penalty: 6303.708984
	Iteration 42Q: 3 clusters Score -3.507005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327572 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -35070088.000000 Penalty: 6303.708984
	Iteration 43Q: 3 clusters Score -3.507009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327582 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -35070080.000000 Penalty: 6303.708984
	Iteration 44Q: 3 clusters Score -3.507008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327588 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -35070068.000000 Penalty: 6303.708984
	Iteration 45Q: 3 clusters Score -3.507007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327594 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -35070084.000000 Penalty: 6303.708984
	Iteration 46Q: 3 clusters Score -3.507008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327607 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -35070144.000000 Penalty: 6303.708984
	Iteration 47Q: 3 clusters Score -3.507014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327609 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -35070144.000000 Penalty: 6303.708984
	Iteration 48Q: 3 clusters Score -3.507014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327612 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -35070156.000000 Penalty: 6303.708984
	Iteration 49Q: 3 clusters Score -3.507016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327612 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -35070128.000000 Penalty: 6303.708984
	Iteration 50Q: 3 clusters Score -3.507013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327613 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -35070132.000000 Penalty: 6303.708984
	Iteration 51Q: 3 clusters Score -3.507013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327612 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -35070116.000000 Penalty: 6303.708984
	Iteration 52Q: 3 clusters Score -3.507012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327612 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -35070124.000000 Penalty: 6303.708984
	Iteration 53Q: 3 clusters Score -3.507012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327612 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -35070144.000000 Penalty: 6303.708984
	Iteration 54Q: 3 clusters Score -3.507014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327611 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -35070164.000000 Penalty: 6303.708984
	Iteration 55Q: 3 clusters Score -3.507016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327611 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -35070164.000000 Penalty: 6303.708984
	Iteration 56F: 3 clusters Score -3.507016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -864555.000000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -864555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -857935.687500 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -857935.7 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -859762.250000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -859762.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -860030.750000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -860030.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -860216.062500 Penalty: 4479.719727
	Iteration 3Q: 3 clusters Score -860216.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -860352.125000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -860352.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -860453.375000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -860453.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -860536.375000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -860536.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -860610.562500 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -860610.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -860674.375000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -860674.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -860746.750000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -860746.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -860822.000000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -860822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -860901.187500 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -860901.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -860984.312500 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -860984.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -861049.562500 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -861049.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -861121.562500 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -861121.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -861191.562500 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -861191.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -861271.375000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -861271.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -861344.500000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -861344.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -861407.375000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -861407.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -861472.125000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -861472.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -861534.687500 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -861534.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -861593.312500 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -861593.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -861658.437500 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -861658.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -861734.312500 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -861734.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -861800.250000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -861800.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -861855.000000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -861855 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -861907.625000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -861907.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -861953.625000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -861953.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -862006.625000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -862006.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -862051.937500 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -862051.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -862088.000000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -862088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -862126.562500 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -862126.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -862170.125000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -862170.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -862216.500000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -862216.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -862255.250000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -862255.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -862280.375000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -862280.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -862305.250000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -862305.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -862329.062500 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -862329.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -862349.437500 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -862349.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -862364.375000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -862364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -862376.312500 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -862376.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -862388.875000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -862388.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -862403.312500 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -862403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -862412.125000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -862412.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -862419.750000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -862419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -862427.375000 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -862427.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -862434.937500 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -862434.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -862443.500000 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -862443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -862455.000000 Penalty: 4479.719727
	Iteration 48Q: 3 clusters Score -862455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -862464.750000 Penalty: 4479.719727
	Iteration 49Q: 3 clusters Score -862464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -862468.625000 Penalty: 4479.719727
	Iteration 50Q: 3 clusters Score -862468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -862474.812500 Penalty: 4479.719727
	Iteration 51Q: 3 clusters Score -862474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -862482.500000 Penalty: 4479.719727
	Iteration 52Q: 3 clusters Score -862482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -862489.250000 Penalty: 4479.719727
	Iteration 53Q: 3 clusters Score -862489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -862493.062500 Penalty: 4479.719727
	Iteration 54Q: 3 clusters Score -862493.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -862496.750000 Penalty: 4479.719727
	Iteration 55Q: 3 clusters Score -862496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -862500.062500 Penalty: 4479.719727
	Iteration 56Q: 3 clusters Score -862500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -862499.625000 Penalty: 4479.719727
	Iteration 57Q: 3 clusters Score -862499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -862499.625000 Penalty: 4479.719727
	Iteration 58F: 3 clusters Score -862499.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -110090.390625 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -110090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108030.648438 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -108030.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108348.859375 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -108348.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108463.062500 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -108463.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108507.898438 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -108507.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -108538.929688 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -108538.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108554.421875 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -108554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108583.140625 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -108583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108620.289062 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -108620.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108653.664062 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -108653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108675.406250 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -108675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108692.671875 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -108692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108709.953125 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -108710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108717.984375 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -108718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108727.046875 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -108727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108733.023438 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -108733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108746.648438 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -108746.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108755.460938 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -108755.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108767.789062 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -108767.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108787.093750 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -108787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -108805.015625 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -108805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108817.328125 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -108817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108827.335938 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -108827.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108837.179688 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -108837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108852.460938 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -108852.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108866.601562 Penalty: 3492.540283
	Iteration 24Q: 3 clusters Score -108866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108876.117188 Penalty: 3492.540283
	Iteration 25Q: 3 clusters Score -108876.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108885.960938 Penalty: 3492.540283
	Iteration 26Q: 3 clusters Score -108886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108901.367188 Penalty: 3492.540283
	Iteration 27Q: 3 clusters Score -108901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108919.015625 Penalty: 3492.540283
	Iteration 28Q: 3 clusters Score -108919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108940.523438 Penalty: 3492.540283
	Iteration 29Q: 3 clusters Score -108940.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108971.734375 Penalty: 3492.540283
	Iteration 30Q: 3 clusters Score -108971.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -109000.703125 Penalty: 3492.540283
	Iteration 31Q: 3 clusters Score -109000.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109012.585938 Penalty: 3492.540283
	Iteration 32Q: 3 clusters Score -109012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109023.226562 Penalty: 3492.540283
	Iteration 33Q: 3 clusters Score -109023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109029.710938 Penalty: 3492.540283
	Iteration 34Q: 3 clusters Score -109029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109034.921875 Penalty: 3492.540283
	Iteration 35Q: 3 clusters Score -109034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109035.890625 Penalty: 3492.540283
	Iteration 36Q: 3 clusters Score -109035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109037.773438 Penalty: 3492.540283
	Iteration 37Q: 3 clusters Score -109037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109037.773438 Penalty: 3492.540283
	Iteration 38F: 3 clusters Score -109037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -1017360.687500 Penalty: 2276.354736
	Iteration 0F: 2 clusters Score -1017361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1009868.187500 Penalty: 4552.709473
	Iteration 0F: 3 clusters Score -1009868 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1012015.187500 Penalty: 4552.709473
	Iteration 1F: 3 clusters Score -1012015 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1012272.000000 Penalty: 4552.709473
	Iteration 2F: 3 clusters Score -1012272 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1012421.375000 Penalty: 4552.709473
	Iteration 3Q: 3 clusters Score -1012421 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1012518.250000 Penalty: 4552.709473
	Iteration 4Q: 3 clusters Score -1012518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1012599.187500 Penalty: 4552.709473
	Iteration 5Q: 3 clusters Score -1012599 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1012667.000000 Penalty: 4552.709473
	Iteration 6Q: 3 clusters Score -1012667 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1012717.625000 Penalty: 4552.709473
	Iteration 7Q: 3 clusters Score -1012718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1012759.375000 Penalty: 4552.709473
	Iteration 8Q: 3 clusters Score -1012759 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1012798.937500 Penalty: 4552.709473
	Iteration 9Q: 3 clusters Score -1012799 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1012838.875000 Penalty: 4552.709473
	Iteration 10Q: 3 clusters Score -1012839 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1012884.500000 Penalty: 4552.709473
	Iteration 11Q: 3 clusters Score -1012884 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1012935.875000 Penalty: 4552.709473
	Iteration 12Q: 3 clusters Score -1012936 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1012994.500000 Penalty: 4552.709473
	Iteration 13Q: 3 clusters Score -1012994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1013067.062500 Penalty: 4552.709473
	Iteration 14Q: 3 clusters Score -1013067 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1013147.562500 Penalty: 4552.709473
	Iteration 15Q: 3 clusters Score -1013148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1013227.687500 Penalty: 4552.709473
	Iteration 16Q: 3 clusters Score -1013228 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1013326.937500 Penalty: 4552.709473
	Iteration 17Q: 3 clusters Score -1013327 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1013461.875000 Penalty: 4552.709473
	Iteration 18Q: 3 clusters Score -1013462 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1013619.437500 Penalty: 4552.709473
	Iteration 19Q: 3 clusters Score -1013619 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1013799.000000 Penalty: 4552.709473
	Iteration 20F: 3 clusters Score -1013799 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1014000.812500 Penalty: 4552.709473
	Iteration 21Q: 3 clusters Score -1014001 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1014222.687500 Penalty: 4552.709473
	Iteration 22Q: 3 clusters Score -1014223 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1014453.562500 Penalty: 4552.709473
	Iteration 23Q: 3 clusters Score -1014454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1014637.812500 Penalty: 4552.709473
	Iteration 24Q: 3 clusters Score -1014638 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1014821.000000 Penalty: 4552.709473
	Iteration 25Q: 3 clusters Score -1014821 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1014964.812500 Penalty: 4552.709473
	Iteration 26Q: 3 clusters Score -1014965 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1015083.062500 Penalty: 4552.709473
	Iteration 27Q: 3 clusters Score -1015083 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1015166.375000 Penalty: 4552.709473
	Iteration 28Q: 3 clusters Score -1015166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1015220.562500 Penalty: 4552.709473
	Iteration 29Q: 3 clusters Score -1015221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1015249.812500 Penalty: 4552.709473
	Iteration 30Q: 3 clusters Score -1015250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1015273.312500 Penalty: 4552.709473
	Iteration 31Q: 3 clusters Score -1015273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1015291.437500 Penalty: 4552.709473
	Iteration 32Q: 3 clusters Score -1015291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1015299.562500 Penalty: 4552.709473
	Iteration 33Q: 3 clusters Score -1015300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1015311.000000 Penalty: 4552.709473
	Iteration 34Q: 3 clusters Score -1015311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1015319.562500 Penalty: 4552.709473
	Iteration 35Q: 3 clusters Score -1015320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1015333.062500 Penalty: 4552.709473
	Iteration 36Q: 3 clusters Score -1015333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1015343.250000 Penalty: 4552.709473
	Iteration 37Q: 3 clusters Score -1015343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1015354.750000 Penalty: 4552.709473
	Iteration 38Q: 3 clusters Score -1015355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1015368.125000 Penalty: 4552.709473
	Iteration 39Q: 3 clusters Score -1015368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1015374.312500 Penalty: 4552.709473
	Iteration 40F: 3 clusters Score -1015374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1015379.250000 Penalty: 4552.709473
	Iteration 41Q: 3 clusters Score -1015379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1015382.750000 Penalty: 4552.709473
	Iteration 42Q: 3 clusters Score -1015383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1015385.500000 Penalty: 4552.709473
	Iteration 43Q: 3 clusters Score -1015386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1015388.000000 Penalty: 4552.709473
	Iteration 44Q: 3 clusters Score -1015388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1015389.875000 Penalty: 4552.709473
	Iteration 45Q: 3 clusters Score -1015390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1015392.625000 Penalty: 4552.709473
	Iteration 46Q: 3 clusters Score -1015393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1015392.625000 Penalty: 4552.709473
	Iteration 47F: 3 clusters Score -1015393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -53983.300781 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -53983.3 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 309 members 
Entering Unmasked Estep 
Score: -52316.507812 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -52316.51 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52563.000000 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -52563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52665.070312 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -52665.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52709.402344 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -52709.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52749.687500 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -52749.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52793.550781 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -52793.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52823.730469 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -52823.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52882.339844 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -52882.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52961.007812 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -52961.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53004.503906 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -53004.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53065.359375 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -53065.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53128.488281 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -53128.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53278.660156 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -53278.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53622.691406 Penalty: 3207.207764
	Iteration 13F: 3 clusters Score -53622.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54469.027344 Penalty: 3207.207764
	Iteration 14F: 3 clusters Score -54469.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54637.816406 Penalty: 3207.207764
	Iteration 15F: 3 clusters Score -54637.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -54780.652344 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -54780.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54914.335938 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -54914.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54977.917969 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -54977.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55005.406250 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -55005.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55023.199219 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -55023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330741 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 232 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103704 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77564 members 
Mstep: Class 22 contains 338449 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 411 members 
Entering Unmasked Estep 
Score: -158395728.000000 Penalty: 88271.046875
Splitting cluster 9 changes total score from -158396528.000000 to -158395728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -29169.291016 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -29169.29 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 186 members 
Entering Unmasked Estep 
Score: -27837.908203 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -27837.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28144.736328 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -28144.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28333.886719 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -28333.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28399.193359 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -28399.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28432.716797 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -28432.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28480.755859 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -28480.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28555.583984 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -28555.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28620.685547 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -28620.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28722.937500 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -28722.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28760.669922 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -28760.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28803.644531 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -28803.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28814.257812 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -28814.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28830.312500 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -28830.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28843.861328 Penalty: 2937.102783
	Iteration 13Q: 3 clusters Score -28843.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28843.861328 Penalty: 2937.102783
	Iteration 14F: 3 clusters Score -28843.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -43823.757812 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -43823.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42372.730469 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -42372.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42573.414062 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -42573.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42615.632812 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -42615.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42640.718750 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -42640.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42666.183594 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -42666.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42677.246094 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -42677.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42687.625000 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -42687.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42697.437500 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -42697.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42709.972656 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -42709.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42713.140625 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -42713.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42716.136719 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -42716.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42716.136719 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -42716.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -225558.984375 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -225559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -222817.109375 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -222817.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223315.750000 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -223315.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223459.046875 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -223459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223528.734375 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -223528.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -223577.312500 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -223577.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223641.687500 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -223641.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223710.343750 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -223710.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223799.484375 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -223799.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -223853.656250 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -223853.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223900.968750 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -223901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223949.421875 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -223949.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -223989.078125 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -223989.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224023.812500 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -224023.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224061.703125 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -224061.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -224098.359375 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -224098.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -224142.796875 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -224142.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -224178.500000 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -224178.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -224205.281250 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -224205.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -224224.359375 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -224224.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -224242.953125 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -224243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -224262.250000 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -224262.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -224281.171875 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -224281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -224300.031250 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -224300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -224317.093750 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -224317.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -224336.000000 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -224336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -224354.843750 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -224354.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224375.750000 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -224375.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -224396.125000 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -224396.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -224415.875000 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -224415.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -224432.984375 Penalty: 3815.966797
	Iteration 29Q: 3 clusters Score -224433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -224446.015625 Penalty: 3815.966797
	Iteration 30Q: 3 clusters Score -224446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224466.328125 Penalty: 3815.966797
	Iteration 31Q: 3 clusters Score -224466.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -224476.125000 Penalty: 3815.966797
	Iteration 32Q: 3 clusters Score -224476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -224483.531250 Penalty: 3815.966797
	Iteration 33Q: 3 clusters Score -224483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -224490.343750 Penalty: 3815.966797
	Iteration 34Q: 3 clusters Score -224490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -224497.109375 Penalty: 3815.966797
	Iteration 35Q: 3 clusters Score -224497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -224503.468750 Penalty: 3815.966797
	Iteration 36Q: 3 clusters Score -224503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -224508.609375 Penalty: 3815.966797
	Iteration 37Q: 3 clusters Score -224508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -224512.078125 Penalty: 3815.966797
	Iteration 38Q: 3 clusters Score -224512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -224516.062500 Penalty: 3815.966797
	Iteration 39Q: 3 clusters Score -224516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -224520.578125 Penalty: 3815.966797
	Iteration 40F: 3 clusters Score -224520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -224526.265625 Penalty: 3815.966797
	Iteration 41Q: 3 clusters Score -224526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -224529.140625 Penalty: 3815.966797
	Iteration 42Q: 3 clusters Score -224529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -224531.234375 Penalty: 3815.966797
	Iteration 43Q: 3 clusters Score -224531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -224534.906250 Penalty: 3815.966797
	Iteration 44Q: 3 clusters Score -224534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -224535.828125 Penalty: 3815.966797
	Iteration 45Q: 3 clusters Score -224535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -224536.140625 Penalty: 3815.966797
	Iteration 46Q: 3 clusters Score -224536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -224536.140625 Penalty: 3815.966797
	Iteration 47F: 3 clusters Score -224536.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272727 members 
Entering Unmasked Estep 
Score: -29023530.000000 Penalty: 3104.024170
	Iteration 0F: 2 clusters Score -2.902353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136348 members 
Mstep: Class 2 contains 136379 members 
Entering Unmasked Estep 
Score: -28847944.000000 Penalty: 6208.048340
	Iteration 0F: 3 clusters Score -2.884794e+07 nChanged 132044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -28925824.000000 Penalty: 6208.048340
	Iteration 1F: 3 clusters Score -2.892582e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133655 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -28927080.000000 Penalty: 6208.048340
	Iteration 2Q: 3 clusters Score -2.892708e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131891 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -28928778.000000 Penalty: 6208.048340
	Iteration 3Q: 3 clusters Score -2.892878e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129261 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -28930864.000000 Penalty: 6208.048340
	Iteration 4Q: 3 clusters Score -2.893086e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125403 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -28934426.000000 Penalty: 6208.048340
	Iteration 5Q: 3 clusters Score -2.893443e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -28939890.000000 Penalty: 6208.048340
	Iteration 6Q: 3 clusters Score -2.893989e+07 nChanged 14037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -28947930.000000 Penalty: 6208.048340
	Iteration 7F: 3 clusters Score -2.894793e+07 nChanged 16326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -28960452.000000 Penalty: 6208.048340
	Iteration 8F: 3 clusters Score -2.896045e+07 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 174510 members 
Entering Unmasked Estep 
Score: -28974122.000000 Penalty: 6208.048340
	Iteration 9F: 3 clusters Score -2.897412e+07 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 179547 members 
Entering Unmasked Estep 
Score: -28985214.000000 Penalty: 6208.048340
	Iteration 10F: 3 clusters Score -2.898521e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -28990844.000000 Penalty: 6208.048340
	Iteration 11Q: 3 clusters Score -2.899084e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -28993352.000000 Penalty: 6208.048340
	Iteration 12Q: 3 clusters Score -2.899335e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 189975 members 
Entering Unmasked Estep 
Score: -28994784.000000 Penalty: 6208.048340
	Iteration 13Q: 3 clusters Score -2.899478e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 193148 members 
Entering Unmasked Estep 
Score: -28996050.000000 Penalty: 6208.048340
	Iteration 14Q: 3 clusters Score -2.899605e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 196127 members 
Entering Unmasked Estep 
Score: -28997090.000000 Penalty: 6208.048340
	Iteration 15Q: 3 clusters Score -2.899709e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -28997902.000000 Penalty: 6208.048340
	Iteration 16Q: 3 clusters Score -2.89979e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 201747 members 
Entering Unmasked Estep 
Score: -28998530.000000 Penalty: 6208.048340
	Iteration 17Q: 3 clusters Score -2.899853e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 204475 members 
Entering Unmasked Estep 
Score: -28999460.000000 Penalty: 6208.048340
	Iteration 18Q: 3 clusters Score -2.899946e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 207148 members 
Entering Unmasked Estep 
Score: -29000350.000000 Penalty: 6208.048340
	Iteration 19Q: 3 clusters Score -2.900035e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 209888 members 
Entering Unmasked Estep 
Score: -29001116.000000 Penalty: 6208.048340
	Iteration 20F: 3 clusters Score -2.900112e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 212500 members 
Entering Unmasked Estep 
Score: -29001978.000000 Penalty: 6208.048340
	Iteration 21Q: 3 clusters Score -2.900198e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 214993 members 
Entering Unmasked Estep 
Score: -29002684.000000 Penalty: 6208.048340
	Iteration 22Q: 3 clusters Score -2.900268e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 217410 members 
Entering Unmasked Estep 
Score: -29003280.000000 Penalty: 6208.048340
	Iteration 23Q: 3 clusters Score -2.900328e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 219748 members 
Entering Unmasked Estep 
Score: -29003896.000000 Penalty: 6208.048340
	Iteration 24Q: 3 clusters Score -2.90039e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -29004672.000000 Penalty: 6208.048340
	Iteration 25Q: 3 clusters Score -2.900467e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 224191 members 
Entering Unmasked Estep 
Score: -29005314.000000 Penalty: 6208.048340
	Iteration 26Q: 3 clusters Score -2.900531e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 226397 members 
Entering Unmasked Estep 
Score: -29005878.000000 Penalty: 6208.048340
	Iteration 27Q: 3 clusters Score -2.900588e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 228561 members 
Entering Unmasked Estep 
Score: -29006430.000000 Penalty: 6208.048340
	Iteration 28Q: 3 clusters Score -2.900643e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 230650 members 
Entering Unmasked Estep 
Score: -29006878.000000 Penalty: 6208.048340
	Iteration 29Q: 3 clusters Score -2.900688e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 232818 members 
Entering Unmasked Estep 
Score: -29007470.000000 Penalty: 6208.048340
	Iteration 30Q: 3 clusters Score -2.900747e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 234921 members 
Entering Unmasked Estep 
Score: -29008156.000000 Penalty: 6208.048340
	Iteration 31Q: 3 clusters Score -2.900816e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 236899 members 
Entering Unmasked Estep 
Score: -29008590.000000 Penalty: 6208.048340
	Iteration 32Q: 3 clusters Score -2.900859e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 238870 members 
Entering Unmasked Estep 
Score: -29009070.000000 Penalty: 6208.048340
	Iteration 33Q: 3 clusters Score -2.900907e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 240826 members 
Entering Unmasked Estep 
Score: -29009612.000000 Penalty: 6208.048340
	Iteration 34Q: 3 clusters Score -2.900961e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 242777 members 
Entering Unmasked Estep 
Score: -29010176.000000 Penalty: 6208.048340
	Iteration 35Q: 3 clusters Score -2.901018e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 244670 members 
Entering Unmasked Estep 
Score: -29010704.000000 Penalty: 6208.048340
	Iteration 36Q: 3 clusters Score -2.90107e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 246483 members 
Entering Unmasked Estep 
Score: -29011326.000000 Penalty: 6208.048340
	Iteration 37Q: 3 clusters Score -2.901133e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 248278 members 
Entering Unmasked Estep 
Score: -29011898.000000 Penalty: 6208.048340
	Iteration 38Q: 3 clusters Score -2.90119e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 250005 members 
Entering Unmasked Estep 
Score: -29012488.000000 Penalty: 6208.048340
	Iteration 39Q: 3 clusters Score -2.901249e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 251746 members 
Entering Unmasked Estep 
Score: -29013212.000000 Penalty: 6208.048340
	Iteration 40F: 3 clusters Score -2.901321e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 253379 members 
Entering Unmasked Estep 
Score: -29013880.000000 Penalty: 6208.048340
	Iteration 41Q: 3 clusters Score -2.901388e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 254954 members 
Entering Unmasked Estep 
Score: -29014478.000000 Penalty: 6208.048340
	Iteration 42Q: 3 clusters Score -2.901448e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 256335 members 
Entering Unmasked Estep 
Score: -29014992.000000 Penalty: 6208.048340
	Iteration 43Q: 3 clusters Score -2.901499e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 257651 members 
Entering Unmasked Estep 
Score: -29015516.000000 Penalty: 6208.048340
	Iteration 44Q: 3 clusters Score -2.901552e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 258880 members 
Entering Unmasked Estep 
Score: -29016118.000000 Penalty: 6208.048340
	Iteration 45Q: 3 clusters Score -2.901612e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 260029 members 
Entering Unmasked Estep 
Score: -29016502.000000 Penalty: 6208.048340
	Iteration 46Q: 3 clusters Score -2.90165e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 261069 members 
Entering Unmasked Estep 
Score: -29016964.000000 Penalty: 6208.048340
	Iteration 47Q: 3 clusters Score -2.901696e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 261952 members 
Entering Unmasked Estep 
Score: -29017196.000000 Penalty: 6208.048340
	Iteration 48Q: 3 clusters Score -2.90172e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 262762 members 
Entering Unmasked Estep 
Score: -29017618.000000 Penalty: 6208.048340
	Iteration 49Q: 3 clusters Score -2.901762e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 263542 members 
Entering Unmasked Estep 
Score: -29017886.000000 Penalty: 6208.048340
	Iteration 50Q: 3 clusters Score -2.901789e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 264278 members 
Entering Unmasked Estep 
Score: -29018222.000000 Penalty: 6208.048340
	Iteration 51Q: 3 clusters Score -2.901822e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 264903 members 
Entering Unmasked Estep 
Score: -29018548.000000 Penalty: 6208.048340
	Iteration 52Q: 3 clusters Score -2.901855e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 265463 members 
Entering Unmasked Estep 
Score: -29018722.000000 Penalty: 6208.048340
	Iteration 53Q: 3 clusters Score -2.901872e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 265970 members 
Entering Unmasked Estep 
Score: -29018960.000000 Penalty: 6208.048340
	Iteration 54Q: 3 clusters Score -2.901896e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 266386 members 
Entering Unmasked Estep 
Score: -29019094.000000 Penalty: 6208.048340
	Iteration 55Q: 3 clusters Score -2.901909e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 266757 members 
Entering Unmasked Estep 
Score: -29019244.000000 Penalty: 6208.048340
	Iteration 56Q: 3 clusters Score -2.901924e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 267078 members 
Entering Unmasked Estep 
Score: -29019408.000000 Penalty: 6208.048340
	Iteration 57Q: 3 clusters Score -2.901941e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 267348 members 
Entering Unmasked Estep 
Score: -29019470.000000 Penalty: 6208.048340
	Iteration 58Q: 3 clusters Score -2.901947e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 267603 members 
Entering Unmasked Estep 
Score: -29019586.000000 Penalty: 6208.048340
	Iteration 59Q: 3 clusters Score -2.901959e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 267831 members 
Entering Unmasked Estep 
Score: -29019652.000000 Penalty: 6208.048340
	Iteration 60F: 3 clusters Score -2.901965e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 268037 members 
Entering Unmasked Estep 
Score: -29019664.000000 Penalty: 6208.048340
	Iteration 61Q: 3 clusters Score -2.901966e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 268218 members 
Entering Unmasked Estep 
Score: -29019780.000000 Penalty: 6208.048340
	Iteration 62Q: 3 clusters Score -2.901978e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 268398 members 
Entering Unmasked Estep 
Score: -29019872.000000 Penalty: 6208.048340
	Iteration 63Q: 3 clusters Score -2.901987e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 268560 members 
Entering Unmasked Estep 
Score: -29019972.000000 Penalty: 6208.048340
	Iteration 64Q: 3 clusters Score -2.901997e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 268704 members 
Entering Unmasked Estep 
Score: -29019974.000000 Penalty: 6208.048340
	Iteration 65Q: 3 clusters Score -2.901997e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 268814 members 
Entering Unmasked Estep 
Score: -29020024.000000 Penalty: 6208.048340
	Iteration 66Q: 3 clusters Score -2.902002e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 268931 members 
Entering Unmasked Estep 
Score: -29020088.000000 Penalty: 6208.048340
	Iteration 67Q: 3 clusters Score -2.902009e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 269033 members 
Entering Unmasked Estep 
Score: -29020102.000000 Penalty: 6208.048340
	Iteration 68Q: 3 clusters Score -2.90201e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 269129 members 
Entering Unmasked Estep 
Score: -29020172.000000 Penalty: 6208.048340
	Iteration 69Q: 3 clusters Score -2.902017e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 269214 members 
Entering Unmasked Estep 
Score: -29020228.000000 Penalty: 6208.048340
	Iteration 70Q: 3 clusters Score -2.902023e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 269292 members 
Entering Unmasked Estep 
Score: -29020258.000000 Penalty: 6208.048340
	Iteration 71Q: 3 clusters Score -2.902026e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 269360 members 
Entering Unmasked Estep 
Score: -29020276.000000 Penalty: 6208.048340
	Iteration 72Q: 3 clusters Score -2.902028e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 269414 members 
Entering Unmasked Estep 
Score: -29020286.000000 Penalty: 6208.048340
	Iteration 73Q: 3 clusters Score -2.902029e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 269468 members 
Entering Unmasked Estep 
Score: -29020294.000000 Penalty: 6208.048340
	Iteration 74Q: 3 clusters Score -2.902029e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 269522 members 
Entering Unmasked Estep 
Score: -29020328.000000 Penalty: 6208.048340
	Iteration 75Q: 3 clusters Score -2.902033e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 269570 members 
Entering Unmasked Estep 
Score: -29020346.000000 Penalty: 6208.048340
	Iteration 76Q: 3 clusters Score -2.902035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 269610 members 
Entering Unmasked Estep 
Score: -29020360.000000 Penalty: 6208.048340
	Iteration 77Q: 3 clusters Score -2.902036e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 269645 members 
Entering Unmasked Estep 
Score: -29020388.000000 Penalty: 6208.048340
	Iteration 78Q: 3 clusters Score -2.902039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 269674 members 
Entering Unmasked Estep 
Score: -29020384.000000 Penalty: 6208.048340
	Iteration 79Q: 3 clusters Score -2.902038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 269700 members 
Entering Unmasked Estep 
Score: -29020362.000000 Penalty: 6208.048340
	Iteration 80F: 3 clusters Score -2.902036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 269721 members 
Entering Unmasked Estep 
Score: -29020370.000000 Penalty: 6208.048340
	Iteration 81Q: 3 clusters Score -2.902037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 269739 members 
Entering Unmasked Estep 
Score: -29020346.000000 Penalty: 6208.048340
	Iteration 82Q: 3 clusters Score -2.902035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 269761 members 
Entering Unmasked Estep 
Score: -29020334.000000 Penalty: 6208.048340
	Iteration 83Q: 3 clusters Score -2.902033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 269778 members 
Entering Unmasked Estep 
Score: -29020342.000000 Penalty: 6208.048340
	Iteration 84Q: 3 clusters Score -2.902034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 269794 members 
Entering Unmasked Estep 
Score: -29020324.000000 Penalty: 6208.048340
	Iteration 85Q: 3 clusters Score -2.902032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 269810 members 
Entering Unmasked Estep 
Score: -29020348.000000 Penalty: 6208.048340
	Iteration 86Q: 3 clusters Score -2.902035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 269830 members 
Entering Unmasked Estep 
Score: -29020368.000000 Penalty: 6208.048340
	Iteration 87Q: 3 clusters Score -2.902037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 269850 members 
Entering Unmasked Estep 
Score: -29020372.000000 Penalty: 6208.048340
	Iteration 88Q: 3 clusters Score -2.902037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 269867 members 
Entering Unmasked Estep 
Score: -29020394.000000 Penalty: 6208.048340
	Iteration 89Q: 3 clusters Score -2.902039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 269879 members 
Entering Unmasked Estep 
Score: -29020414.000000 Penalty: 6208.048340
	Iteration 90Q: 3 clusters Score -2.902041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 269887 members 
Entering Unmasked Estep 
Score: -29020418.000000 Penalty: 6208.048340
	Iteration 91Q: 3 clusters Score -2.902042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 269900 members 
Entering Unmasked Estep 
Score: -29020426.000000 Penalty: 6208.048340
	Iteration 92Q: 3 clusters Score -2.902043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 269909 members 
Entering Unmasked Estep 
Score: -29020434.000000 Penalty: 6208.048340
	Iteration 93Q: 3 clusters Score -2.902043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 269920 members 
Entering Unmasked Estep 
Score: -29020428.000000 Penalty: 6208.048340
	Iteration 94Q: 3 clusters Score -2.902043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 269933 members 
Entering Unmasked Estep 
Score: -29020438.000000 Penalty: 6208.048340
	Iteration 95Q: 3 clusters Score -2.902044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 269947 members 
Entering Unmasked Estep 
Score: -29020414.000000 Penalty: 6208.048340
	Iteration 96Q: 3 clusters Score -2.902041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 269952 members 
Entering Unmasked Estep 
Score: -29020438.000000 Penalty: 6208.048340
	Iteration 97Q: 3 clusters Score -2.902044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 269955 members 
Entering Unmasked Estep 
Score: -29020426.000000 Penalty: 6208.048340
	Iteration 98Q: 3 clusters Score -2.902043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 269964 members 
Entering Unmasked Estep 
Score: -29020414.000000 Penalty: 6208.048340
	Iteration 99Q: 3 clusters Score -2.902041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 269966 members 
Entering Unmasked Estep 
Score: -29020440.000000 Penalty: 6208.048340
	Iteration 100F: 3 clusters Score -2.902044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 269977 members 
Entering Unmasked Estep 
Score: -29020438.000000 Penalty: 6208.048340
	Iteration 101Q: 3 clusters Score -2.902044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 269992 members 
Entering Unmasked Estep 
Score: -29020446.000000 Penalty: 6208.048340
	Iteration 102Q: 3 clusters Score -2.902045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 270003 members 
Entering Unmasked Estep 
Score: -29020484.000000 Penalty: 6208.048340
	Iteration 103Q: 3 clusters Score -2.902048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 270020 members 
Entering Unmasked Estep 
Score: -29020478.000000 Penalty: 6208.048340
	Iteration 104Q: 3 clusters Score -2.902048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 270052 members 
Entering Unmasked Estep 
Score: -29020490.000000 Penalty: 6208.048340
	Iteration 105Q: 3 clusters Score -2.902049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 270080 members 
Entering Unmasked Estep 
Score: -29020496.000000 Penalty: 6208.048340
	Iteration 106Q: 3 clusters Score -2.90205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 270104 members 
Entering Unmasked Estep 
Score: -29020510.000000 Penalty: 6208.048340
	Iteration 107Q: 3 clusters Score -2.902051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 270130 members 
Entering Unmasked Estep 
Score: -29020500.000000 Penalty: 6208.048340
	Iteration 108Q: 3 clusters Score -2.90205e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 270158 members 
Entering Unmasked Estep 
Score: -29020500.000000 Penalty: 6208.048340
	Iteration 109Q: 3 clusters Score -2.90205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 270174 members 
Entering Unmasked Estep 
Score: -29020526.000000 Penalty: 6208.048340
	Iteration 110Q: 3 clusters Score -2.902053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 270190 members 
Entering Unmasked Estep 
Score: -29020548.000000 Penalty: 6208.048340
	Iteration 111Q: 3 clusters Score -2.902055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 270205 members 
Entering Unmasked Estep 
Score: -29020520.000000 Penalty: 6208.048340
	Iteration 112Q: 3 clusters Score -2.902052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 270216 members 
Entering Unmasked Estep 
Score: -29020530.000000 Penalty: 6208.048340
	Iteration 113Q: 3 clusters Score -2.902053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 270223 members 
Entering Unmasked Estep 
Score: -29020536.000000 Penalty: 6208.048340
	Iteration 114Q: 3 clusters Score -2.902054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 270227 members 
Entering Unmasked Estep 
Score: -29020538.000000 Penalty: 6208.048340
	Iteration 115Q: 3 clusters Score -2.902054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 270238 members 
Entering Unmasked Estep 
Score: -29020572.000000 Penalty: 6208.048340
	Iteration 116Q: 3 clusters Score -2.902057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 270253 members 
Entering Unmasked Estep 
Score: -29020584.000000 Penalty: 6208.048340
	Iteration 117Q: 3 clusters Score -2.902058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 270272 members 
Entering Unmasked Estep 
Score: -29020578.000000 Penalty: 6208.048340
	Iteration 118Q: 3 clusters Score -2.902058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 270286 members 
Entering Unmasked Estep 
Score: -29020614.000000 Penalty: 6208.048340
	Iteration 119Q: 3 clusters Score -2.902061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 270297 members 
Entering Unmasked Estep 
Score: -29020606.000000 Penalty: 6208.048340
	Iteration 120F: 3 clusters Score -2.902061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 270310 members 
Entering Unmasked Estep 
Score: -29020608.000000 Penalty: 6208.048340
	Iteration 121Q: 3 clusters Score -2.902061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 270320 members 
Entering Unmasked Estep 
Score: -29020612.000000 Penalty: 6208.048340
	Iteration 122Q: 3 clusters Score -2.902061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 270331 members 
Entering Unmasked Estep 
Score: -29020630.000000 Penalty: 6208.048340
	Iteration 123Q: 3 clusters Score -2.902063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 270341 members 
Entering Unmasked Estep 
Score: -29020666.000000 Penalty: 6208.048340
	Iteration 124Q: 3 clusters Score -2.902067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 270344 members 
Entering Unmasked Estep 
Score: -29020682.000000 Penalty: 6208.048340
	Iteration 125Q: 3 clusters Score -2.902068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 270347 members 
Entering Unmasked Estep 
Score: -29020664.000000 Penalty: 6208.048340
	Iteration 126Q: 3 clusters Score -2.902066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 270357 members 
Entering Unmasked Estep 
Score: -29020666.000000 Penalty: 6208.048340
	Iteration 127Q: 3 clusters Score -2.902067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 270362 members 
Entering Unmasked Estep 
Score: -29020666.000000 Penalty: 6208.048340
	Iteration 128Q: 3 clusters Score -2.902067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 270362 members 
Entering Unmasked Estep 
Score: -29020670.000000 Penalty: 6208.048340
	Iteration 129Q: 3 clusters Score -2.902067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 270364 members 
Entering Unmasked Estep 
Score: -29020662.000000 Penalty: 6208.048340
	Iteration 130Q: 3 clusters Score -2.902066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 270364 members 
Entering Unmasked Estep 
Score: -29020656.000000 Penalty: 6208.048340
	Iteration 131Q: 3 clusters Score -2.902066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 270364 members 
Entering Unmasked Estep 
Score: -29020670.000000 Penalty: 6208.048340
	Iteration 132Q: 3 clusters Score -2.902067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 270365 members 
Entering Unmasked Estep 
Score: -29020652.000000 Penalty: 6208.048340
	Iteration 133Q: 3 clusters Score -2.902065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 270366 members 
Entering Unmasked Estep 
Score: -29020650.000000 Penalty: 6208.048340
	Iteration 134Q: 3 clusters Score -2.902065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 270368 members 
Entering Unmasked Estep 
Score: -29020656.000000 Penalty: 6208.048340
	Iteration 135Q: 3 clusters Score -2.902066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 270373 members 
Entering Unmasked Estep 
Score: -29020652.000000 Penalty: 6208.048340
	Iteration 136Q: 3 clusters Score -2.902065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 270377 members 
Entering Unmasked Estep 
Score: -29020654.000000 Penalty: 6208.048340
	Iteration 137Q: 3 clusters Score -2.902065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 270380 members 
Entering Unmasked Estep 
Score: -29020654.000000 Penalty: 6208.048340
	Iteration 138Q: 3 clusters Score -2.902065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 270383 members 
Entering Unmasked Estep 
Score: -29020654.000000 Penalty: 6208.048340
	Iteration 139Q: 3 clusters Score -2.902065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 270385 members 
Entering Unmasked Estep 
Score: -29020658.000000 Penalty: 6208.048340
	Iteration 140F: 3 clusters Score -2.902066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 270387 members 
Entering Unmasked Estep 
Score: -29020664.000000 Penalty: 6208.048340
	Iteration 141Q: 3 clusters Score -2.902066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 270389 members 
Entering Unmasked Estep 
Score: -29020664.000000 Penalty: 6208.048340
	Iteration 142Q: 3 clusters Score -2.902066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 270391 members 
Entering Unmasked Estep 
Score: -29020658.000000 Penalty: 6208.048340
	Iteration 143Q: 3 clusters Score -2.902066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 270394 members 
Entering Unmasked Estep 
Score: -29020656.000000 Penalty: 6208.048340
	Iteration 144Q: 3 clusters Score -2.902066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 270396 members 
Entering Unmasked Estep 
Score: -29020648.000000 Penalty: 6208.048340
	Iteration 145Q: 3 clusters Score -2.902065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 270397 members 
Entering Unmasked Estep 
Score: -29020668.000000 Penalty: 6208.048340
	Iteration 146Q: 3 clusters Score -2.902067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 270397 members 
Entering Unmasked Estep 
Score: -29020668.000000 Penalty: 6208.048340
	Iteration 147Q: 3 clusters Score -2.902067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 270397 members 
Entering Unmasked Estep 
Score: -29020668.000000 Penalty: 6208.048340
	Iteration 148F: 3 clusters Score -2.902067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Entering Unmasked Estep 
Score: -6253612.500000 Penalty: 2719.933594
	Iteration 0F: 2 clusters Score -6253612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -6214707.000000 Penalty: 5439.867188
	Iteration 0F: 3 clusters Score -6214707 nChanged 26941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6229488.000000 Penalty: 5439.867188
	Iteration 1F: 3 clusters Score -6229488 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -6229995.500000 Penalty: 5439.867188
	Iteration 2Q: 3 clusters Score -6229996 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -6230494.500000 Penalty: 5439.867188
	Iteration 3Q: 3 clusters Score -6230494 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -6231027.500000 Penalty: 5439.867188
	Iteration 4Q: 3 clusters Score -6231028 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -6231769.500000 Penalty: 5439.867188
	Iteration 5Q: 3 clusters Score -6231770 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6232840.500000 Penalty: 5439.867188
	Iteration 6Q: 3 clusters Score -6232840 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -6234551.500000 Penalty: 5439.867188
	Iteration 7F: 3 clusters Score -6234552 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -6237308.000000 Penalty: 5439.867188
	Iteration 8F: 3 clusters Score -6237308 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -6241091.500000 Penalty: 5439.867188
	Iteration 9F: 3 clusters Score -6241092 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6244994.500000 Penalty: 5439.867188
	Iteration 10F: 3 clusters Score -6244994 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6247739.000000 Penalty: 5439.867188
	Iteration 11F: 3 clusters Score -6247739 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6249300.000000 Penalty: 5439.867188
	Iteration 12Q: 3 clusters Score -6249300 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6250062.500000 Penalty: 5439.867188
	Iteration 13Q: 3 clusters Score -6250062 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -6250478.000000 Penalty: 5439.867188
	Iteration 14Q: 3 clusters Score -6250478 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6250716.500000 Penalty: 5439.867188
	Iteration 15Q: 3 clusters Score -6250716 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -6250908.000000 Penalty: 5439.867188
	Iteration 16Q: 3 clusters Score -6250908 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -6251083.000000 Penalty: 5439.867188
	Iteration 17Q: 3 clusters Score -6251083 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -6251187.000000 Penalty: 5439.867188
	Iteration 18Q: 3 clusters Score -6251187 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -6251314.500000 Penalty: 5439.867188
	Iteration 19Q: 3 clusters Score -6251314 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -6251411.500000 Penalty: 5439.867188
	Iteration 20F: 3 clusters Score -6251412 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6251496.000000 Penalty: 5439.867188
	Iteration 21Q: 3 clusters Score -6251496 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -6251544.500000 Penalty: 5439.867188
	Iteration 22Q: 3 clusters Score -6251544 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -6251586.500000 Penalty: 5439.867188
	Iteration 23Q: 3 clusters Score -6251586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -6251611.000000 Penalty: 5439.867188
	Iteration 24Q: 3 clusters Score -6251611 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -6251668.500000 Penalty: 5439.867188
	Iteration 25Q: 3 clusters Score -6251668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -6251682.000000 Penalty: 5439.867188
	Iteration 26Q: 3 clusters Score -6251682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -6251691.500000 Penalty: 5439.867188
	Iteration 27Q: 3 clusters Score -6251692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -6251722.000000 Penalty: 5439.867188
	Iteration 28Q: 3 clusters Score -6251722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -6251737.500000 Penalty: 5439.867188
	Iteration 29Q: 3 clusters Score -6251738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -6251762.000000 Penalty: 5439.867188
	Iteration 30Q: 3 clusters Score -6251762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -6251773.000000 Penalty: 5439.867188
	Iteration 31Q: 3 clusters Score -6251773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -6251791.500000 Penalty: 5439.867188
	Iteration 32Q: 3 clusters Score -6251792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -6251795.500000 Penalty: 5439.867188
	Iteration 33Q: 3 clusters Score -6251796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -6251801.500000 Penalty: 5439.867188
	Iteration 34Q: 3 clusters Score -6251802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -6251821.000000 Penalty: 5439.867188
	Iteration 35Q: 3 clusters Score -6251821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -6251843.500000 Penalty: 5439.867188
	Iteration 36Q: 3 clusters Score -6251844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -6251853.000000 Penalty: 5439.867188
	Iteration 37Q: 3 clusters Score -6251853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -6251880.500000 Penalty: 5439.867188
	Iteration 38Q: 3 clusters Score -6251880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -6251883.500000 Penalty: 5439.867188
	Iteration 39Q: 3 clusters Score -6251884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -6251901.000000 Penalty: 5439.867188
	Iteration 40F: 3 clusters Score -6251901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -6251905.500000 Penalty: 5439.867188
	Iteration 41Q: 3 clusters Score -6251906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -6251928.500000 Penalty: 5439.867188
	Iteration 42Q: 3 clusters Score -6251928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -6251937.500000 Penalty: 5439.867188
	Iteration 43Q: 3 clusters Score -6251938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -6251941.500000 Penalty: 5439.867188
	Iteration 44Q: 3 clusters Score -6251942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -6251962.000000 Penalty: 5439.867188
	Iteration 45Q: 3 clusters Score -6251962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -6251964.000000 Penalty: 5439.867188
	Iteration 46Q: 3 clusters Score -6251964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -6251965.500000 Penalty: 5439.867188
	Iteration 47Q: 3 clusters Score -6251966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -6251956.500000 Penalty: 5439.867188
	Iteration 48Q: 3 clusters Score -6251956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -6251958.500000 Penalty: 5439.867188
	Iteration 49Q: 3 clusters Score -6251958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -6251965.500000 Penalty: 5439.867188
	Iteration 50Q: 3 clusters Score -6251966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -6251951.000000 Penalty: 5439.867188
	Iteration 51Q: 3 clusters Score -6251951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -6251957.000000 Penalty: 5439.867188
	Iteration 52Q: 3 clusters Score -6251957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -6251962.000000 Penalty: 5439.867188
	Iteration 53Q: 3 clusters Score -6251962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -6251964.500000 Penalty: 5439.867188
	Iteration 54Q: 3 clusters Score -6251964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -6251963.500000 Penalty: 5439.867188
	Iteration 55Q: 3 clusters Score -6251964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -6251973.000000 Penalty: 5439.867188
	Iteration 56Q: 3 clusters Score -6251973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -6251969.000000 Penalty: 5439.867188
	Iteration 57Q: 3 clusters Score -6251969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -6251969.000000 Penalty: 5439.867188
	Iteration 58F: 3 clusters Score -6251969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Entering Unmasked Estep 
Score: -4795691.500000 Penalty: 2654.554932
	Iteration 0F: 2 clusters Score -4795692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4765552.500000 Penalty: 5309.109863
	Iteration 0F: 3 clusters Score -4765552 nChanged 20384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4776930.000000 Penalty: 5309.109863
	Iteration 1F: 3 clusters Score -4776930 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4777574.500000 Penalty: 5309.109863
	Iteration 2Q: 3 clusters Score -4777574 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4778248.500000 Penalty: 5309.109863
	Iteration 3Q: 3 clusters Score -4778248 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4779004.500000 Penalty: 5309.109863
	Iteration 4Q: 3 clusters Score -4779004 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4779949.500000 Penalty: 5309.109863
	Iteration 5Q: 3 clusters Score -4779950 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4781280.500000 Penalty: 5309.109863
	Iteration 6Q: 3 clusters Score -4781280 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4783175.000000 Penalty: 5309.109863
	Iteration 7F: 3 clusters Score -4783175 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -4785495.500000 Penalty: 5309.109863
	Iteration 8F: 3 clusters Score -4785496 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4787593.500000 Penalty: 5309.109863
	Iteration 9F: 3 clusters Score -4787594 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4789101.000000 Penalty: 5309.109863
	Iteration 10Q: 3 clusters Score -4789101 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4790208.000000 Penalty: 5309.109863
	Iteration 11Q: 3 clusters Score -4790208 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4791070.500000 Penalty: 5309.109863
	Iteration 12Q: 3 clusters Score -4791070 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4791719.500000 Penalty: 5309.109863
	Iteration 13Q: 3 clusters Score -4791720 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4792229.000000 Penalty: 5309.109863
	Iteration 14Q: 3 clusters Score -4792229 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4792547.000000 Penalty: 5309.109863
	Iteration 15Q: 3 clusters Score -4792547 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4792764.000000 Penalty: 5309.109863
	Iteration 16Q: 3 clusters Score -4792764 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4792967.500000 Penalty: 5309.109863
	Iteration 17Q: 3 clusters Score -4792968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4793064.500000 Penalty: 5309.109863
	Iteration 18Q: 3 clusters Score -4793064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4793139.000000 Penalty: 5309.109863
	Iteration 19Q: 3 clusters Score -4793139 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4793194.000000 Penalty: 5309.109863
	Iteration 20F: 3 clusters Score -4793194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4793243.000000 Penalty: 5309.109863
	Iteration 21Q: 3 clusters Score -4793243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4793283.500000 Penalty: 5309.109863
	Iteration 22Q: 3 clusters Score -4793284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4793311.000000 Penalty: 5309.109863
	Iteration 23Q: 3 clusters Score -4793311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4793331.500000 Penalty: 5309.109863
	Iteration 24Q: 3 clusters Score -4793332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4793366.500000 Penalty: 5309.109863
	Iteration 25Q: 3 clusters Score -4793366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4793389.500000 Penalty: 5309.109863
	Iteration 26Q: 3 clusters Score -4793390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4793395.500000 Penalty: 5309.109863
	Iteration 27Q: 3 clusters Score -4793396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4793420.500000 Penalty: 5309.109863
	Iteration 28Q: 3 clusters Score -4793420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4793424.500000 Penalty: 5309.109863
	Iteration 29Q: 3 clusters Score -4793424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4793431.500000 Penalty: 5309.109863
	Iteration 30Q: 3 clusters Score -4793432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4793439.500000 Penalty: 5309.109863
	Iteration 31Q: 3 clusters Score -4793440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4793443.500000 Penalty: 5309.109863
	Iteration 32Q: 3 clusters Score -4793444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4793447.500000 Penalty: 5309.109863
	Iteration 33Q: 3 clusters Score -4793448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4793457.500000 Penalty: 5309.109863
	Iteration 34Q: 3 clusters Score -4793458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4793465.500000 Penalty: 5309.109863
	Iteration 35Q: 3 clusters Score -4793466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4793473.000000 Penalty: 5309.109863
	Iteration 36Q: 3 clusters Score -4793473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4793481.000000 Penalty: 5309.109863
	Iteration 37Q: 3 clusters Score -4793481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4793487.500000 Penalty: 5309.109863
	Iteration 38Q: 3 clusters Score -4793488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4793488.500000 Penalty: 5309.109863
	Iteration 39Q: 3 clusters Score -4793488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4793493.000000 Penalty: 5309.109863
	Iteration 40F: 3 clusters Score -4793493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4793493.500000 Penalty: 5309.109863
	Iteration 41Q: 3 clusters Score -4793494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4793495.500000 Penalty: 5309.109863
	Iteration 42Q: 3 clusters Score -4793496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4793495.500000 Penalty: 5309.109863
	Iteration 43F: 3 clusters Score -4793496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -470519.406250 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -470519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -466428.937500 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -466428.9 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -467376.062500 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -467376.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -467595.062500 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -467595.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -467722.000000 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -467722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -467836.906250 Penalty: 4154.655273
	Iteration 4Q: 3 clusters Score -467836.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -467915.343750 Penalty: 4154.655273
	Iteration 5Q: 3 clusters Score -467915.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -467976.625000 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -467976.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -468030.000000 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -468030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468079.531250 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -468079.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -468140.687500 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -468140.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -468195.593750 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -468195.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -468245.250000 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -468245.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -468293.281250 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -468293.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -468344.468750 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -468344.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -468396.468750 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -468396.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -468440.468750 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -468440.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -468474.718750 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -468474.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -468513.093750 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -468513.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -468548.375000 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -468548.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -468579.875000 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -468579.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -468610.843750 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -468610.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -468632.125000 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -468632.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -468667.156250 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -468667.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -468704.031250 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -468704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -468738.531250 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -468738.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -468776.125000 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -468776.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -468806.093750 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -468806.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -468837.593750 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -468837.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -468859.312500 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -468859.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -468874.875000 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -468874.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -468898.781250 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -468898.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -468918.625000 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -468918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -468929.875000 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -468929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -468934.750000 Penalty: 4154.655273
	Iteration 33Q: 3 clusters Score -468934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -468935.281250 Penalty: 4154.655273
	Iteration 34Q: 3 clusters Score -468935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -468937.906250 Penalty: 4154.655273
	Iteration 35Q: 3 clusters Score -468937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -468940.625000 Penalty: 4154.655273
	Iteration 36Q: 3 clusters Score -468940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -468942.250000 Penalty: 4154.655273
	Iteration 37Q: 3 clusters Score -468942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -468942.906250 Penalty: 4154.655273
	Iteration 38Q: 3 clusters Score -468942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -468945.031250 Penalty: 4154.655273
	Iteration 39Q: 3 clusters Score -468945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -468944.625000 Penalty: 4154.655273
	Iteration 40F: 3 clusters Score -468944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -64455.226562 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -64455.23 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 333 members 
Entering Unmasked Estep 
Score: -62785.652344 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -62785.65 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62992.667969 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -62992.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63068.277344 Penalty: 3236.414795
	Iteration 2Q: 3 clusters Score -63068.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63104.804688 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -63104.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63130.324219 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -63130.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63150.031250 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -63150.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63164.359375 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -63164.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63171.707031 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -63171.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63178.292969 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -63178.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63178.292969 Penalty: 3236.414795
	Iteration 9F: 3 clusters Score -63178.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Entering Unmasked Estep 
Score: -11108137.000000 Penalty: 2864.225586
	Iteration 0F: 2 clusters Score -1.110814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -11038730.000000 Penalty: 5728.451172
	Iteration 0F: 3 clusters Score -1.103873e+07 nChanged 49250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -11066963.000000 Penalty: 5728.451172
	Iteration 1F: 3 clusters Score -1.106696e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -11067629.000000 Penalty: 5728.451172
	Iteration 2Q: 3 clusters Score -1.106763e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -11068566.000000 Penalty: 5728.451172
	Iteration 3Q: 3 clusters Score -1.106857e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -11069879.000000 Penalty: 5728.451172
	Iteration 4Q: 3 clusters Score -1.106988e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -11072092.000000 Penalty: 5728.451172
	Iteration 5Q: 3 clusters Score -1.107209e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -11075809.000000 Penalty: 5728.451172
	Iteration 6F: 3 clusters Score -1.107581e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -11081903.000000 Penalty: 5728.451172
	Iteration 7F: 3 clusters Score -1.10819e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -11089983.000000 Penalty: 5728.451172
	Iteration 8F: 3 clusters Score -1.108998e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -11097733.000000 Penalty: 5728.451172
	Iteration 9F: 3 clusters Score -1.109773e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -11102591.000000 Penalty: 5728.451172
	Iteration 10Q: 3 clusters Score -1.110259e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -11104509.000000 Penalty: 5728.451172
	Iteration 11Q: 3 clusters Score -1.110451e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -11105193.000000 Penalty: 5728.451172
	Iteration 12Q: 3 clusters Score -1.110519e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -11105433.000000 Penalty: 5728.451172
	Iteration 13Q: 3 clusters Score -1.110543e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -11105539.000000 Penalty: 5728.451172
	Iteration 14Q: 3 clusters Score -1.110554e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -11105588.000000 Penalty: 5728.451172
	Iteration 15Q: 3 clusters Score -1.110559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -11105609.000000 Penalty: 5728.451172
	Iteration 16Q: 3 clusters Score -1.110561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -11105624.000000 Penalty: 5728.451172
	Iteration 17Q: 3 clusters Score -1.110562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -11105657.000000 Penalty: 5728.451172
	Iteration 18Q: 3 clusters Score -1.110566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -11105664.000000 Penalty: 5728.451172
	Iteration 19Q: 3 clusters Score -1.110566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -11105675.000000 Penalty: 5728.451172
	Iteration 20F: 3 clusters Score -1.110568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -11105679.000000 Penalty: 5728.451172
	Iteration 21Q: 3 clusters Score -1.110568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -11105679.000000 Penalty: 5728.451172
	Iteration 22F: 3 clusters Score -1.110568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -75997.054688 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -75997.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74214.968750 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -74214.97 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74708.875000 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -74708.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75358.593750 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -75358.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75591.789062 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -75591.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -75827.445312 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -75827.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -76084.203125 Penalty: 3346.220459
	Iteration 5F: 3 clusters Score -76084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76346.843750 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -76346.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76475.320312 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -76475.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76525.914062 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -76525.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76561.765625 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -76561.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76598.195312 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -76598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76605.429688 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -76605.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76624.320312 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -76624.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76641.867188 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -76641.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76650.546875 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -76650.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -76673.734375 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -76673.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -76734.609375 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -76734.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -76828.804688 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -76828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -76846.382812 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -76846.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -76849.601562 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -76849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -76851.843750 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -76851.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 176402 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 330741 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 272727 members 
Mstep: Class 14 contains 57958 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 103704 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 77564 members 
Mstep: Class 22 contains 338449 members 
Mstep: Class 23 contains 30473 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 648 members 
Entering Unmasked Estep 
Score: -158395376.000000 Penalty: 88271.046875
Splitting cluster 19 changes total score from -158396528.000000 to -158395376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (20574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Entering Unmasked Estep 
Score: -2186426.000000 Penalty: 2463.082275
	Iteration 0F: 2 clusters Score -2186426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2172024.500000 Penalty: 4926.164551
	Iteration 0F: 3 clusters Score -2172024 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2176702.000000 Penalty: 4926.164551
	Iteration 1F: 3 clusters Score -2176702 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2177057.250000 Penalty: 4926.164551
	Iteration 2Q: 3 clusters Score -2177057 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2177332.000000 Penalty: 4926.164551
	Iteration 3Q: 3 clusters Score -2177332 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2177597.750000 Penalty: 4926.164551
	Iteration 4Q: 3 clusters Score -2177598 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2177838.250000 Penalty: 4926.164551
	Iteration 5Q: 3 clusters Score -2177838 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2178168.500000 Penalty: 4926.164551
	Iteration 6Q: 3 clusters Score -2178168 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2178600.500000 Penalty: 4926.164551
	Iteration 7Q: 3 clusters Score -2178600 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2179169.250000 Penalty: 4926.164551
	Iteration 8Q: 3 clusters Score -2179169 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2180030.500000 Penalty: 4926.164551
	Iteration 9F: 3 clusters Score -2180030 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2181114.000000 Penalty: 4926.164551
	Iteration 10F: 3 clusters Score -2181114 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2182218.250000 Penalty: 4926.164551
	Iteration 11F: 3 clusters Score -2182218 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2183087.250000 Penalty: 4926.164551
	Iteration 12Q: 3 clusters Score -2183087 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2183655.750000 Penalty: 4926.164551
	Iteration 13Q: 3 clusters Score -2183656 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2183970.750000 Penalty: 4926.164551
	Iteration 14Q: 3 clusters Score -2183971 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2184113.000000 Penalty: 4926.164551
	Iteration 15Q: 3 clusters Score -2184113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2184182.500000 Penalty: 4926.164551
	Iteration 16Q: 3 clusters Score -2184182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2184217.000000 Penalty: 4926.164551
	Iteration 17Q: 3 clusters Score -2184217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2184235.750000 Penalty: 4926.164551
	Iteration 18Q: 3 clusters Score -2184236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2184255.250000 Penalty: 4926.164551
	Iteration 19Q: 3 clusters Score -2184255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2184266.500000 Penalty: 4926.164551
	Iteration 20F: 3 clusters Score -2184266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2184277.500000 Penalty: 4926.164551
	Iteration 21Q: 3 clusters Score -2184278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2184278.250000 Penalty: 4926.164551
	Iteration 22Q: 3 clusters Score -2184278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2184280.750000 Penalty: 4926.164551
	Iteration 23Q: 3 clusters Score -2184281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2184286.000000 Penalty: 4926.164551
	Iteration 24Q: 3 clusters Score -2184286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2184288.250000 Penalty: 4926.164551
	Iteration 25Q: 3 clusters Score -2184288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2184291.000000 Penalty: 4926.164551
	Iteration 26Q: 3 clusters Score -2184291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2184293.750000 Penalty: 4926.164551
	Iteration 27Q: 3 clusters Score -2184294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2184297.250000 Penalty: 4926.164551
	Iteration 28Q: 3 clusters Score -2184297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2184303.250000 Penalty: 4926.164551
	Iteration 29Q: 3 clusters Score -2184303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2184303.500000 Penalty: 4926.164551
	Iteration 30Q: 3 clusters Score -2184304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2184303.500000 Penalty: 4926.164551
	Iteration 31F: 3 clusters Score -2184304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Entering Unmasked Estep 
Score: -7988437.500000 Penalty: 2792.197021
	Iteration 0F: 2 clusters Score -7988438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7936462.000000 Penalty: 5584.394043
	Iteration 0F: 3 clusters Score -7936462 nChanged 36277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -7956539.500000 Penalty: 5584.394043
	Iteration 1F: 3 clusters Score -7956540 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7957157.500000 Penalty: 5584.394043
	Iteration 2Q: 3 clusters Score -7957158 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -7957630.000000 Penalty: 5584.394043
	Iteration 3Q: 3 clusters Score -7957630 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -7958234.500000 Penalty: 5584.394043
	Iteration 4Q: 3 clusters Score -7958234 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7959048.500000 Penalty: 5584.394043
	Iteration 5Q: 3 clusters Score -7959048 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7960444.000000 Penalty: 5584.394043
	Iteration 6Q: 3 clusters Score -7960444 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -7962975.500000 Penalty: 5584.394043
	Iteration 7F: 3 clusters Score -7962976 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -7967258.000000 Penalty: 5584.394043
	Iteration 8F: 3 clusters Score -7967258 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -7973401.500000 Penalty: 5584.394043
	Iteration 9F: 3 clusters Score -7973402 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -7979823.500000 Penalty: 5584.394043
	Iteration 10F: 3 clusters Score -7979824 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7983769.500000 Penalty: 5584.394043
	Iteration 11Q: 3 clusters Score -7983770 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7985293.500000 Penalty: 5584.394043
	Iteration 12Q: 3 clusters Score -7985294 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7985737.000000 Penalty: 5584.394043
	Iteration 13Q: 3 clusters Score -7985737 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7985871.500000 Penalty: 5584.394043
	Iteration 14Q: 3 clusters Score -7985872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7985932.000000 Penalty: 5584.394043
	Iteration 15Q: 3 clusters Score -7985932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7985955.000000 Penalty: 5584.394043
	Iteration 16Q: 3 clusters Score -7985955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7985972.500000 Penalty: 5584.394043
	Iteration 17Q: 3 clusters Score -7985972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7985998.500000 Penalty: 5584.394043
	Iteration 18Q: 3 clusters Score -7985998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7986016.500000 Penalty: 5584.394043
	Iteration 19Q: 3 clusters Score -7986016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7986018.500000 Penalty: 5584.394043
	Iteration 20F: 3 clusters Score -7986018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7986030.000000 Penalty: 5584.394043
	Iteration 21Q: 3 clusters Score -7986030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7986029.000000 Penalty: 5584.394043
	Iteration 22Q: 3 clusters Score -7986029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7986026.000000 Penalty: 5584.394043
	Iteration 23Q: 3 clusters Score -7986026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7986029.000000 Penalty: 5584.394043
	Iteration 24Q: 3 clusters Score -7986029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7986033.500000 Penalty: 5584.394043
	Iteration 25Q: 3 clusters Score -7986034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7986034.500000 Penalty: 5584.394043
	Iteration 26Q: 3 clusters Score -7986034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7986042.500000 Penalty: 5584.394043
	Iteration 27Q: 3 clusters Score -7986042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7986042.500000 Penalty: 5584.394043
	Iteration 28F: 3 clusters Score -7986042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (338449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338449 members 
Entering Unmasked Estep 
Score: -35836144.000000 Penalty: 3157.568115
	Iteration 0F: 2 clusters Score -3.583614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 169134 members 
Entering Unmasked Estep 
Score: -35618388.000000 Penalty: 6315.136230
	Iteration 0F: 3 clusters Score -3.561839e+07 nChanged 164222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173845 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -35715272.000000 Penalty: 6315.136230
	Iteration 1F: 3 clusters Score -3.571527e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -35716580.000000 Penalty: 6315.136230
	Iteration 2Q: 3 clusters Score -3.571658e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -35717952.000000 Penalty: 6315.136230
	Iteration 3Q: 3 clusters Score -3.571795e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187984 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -35720496.000000 Penalty: 6315.136230
	Iteration 4Q: 3 clusters Score -3.57205e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198419 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -35724296.000000 Penalty: 6315.136230
	Iteration 5Q: 3 clusters Score -3.57243e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213783 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -35731468.000000 Penalty: 6315.136230
	Iteration 6Q: 3 clusters Score -3.573147e+07 nChanged 22139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235500 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -35745400.000000 Penalty: 6315.136230
	Iteration 7F: 3 clusters Score -3.57454e+07 nChanged 27897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263223 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -35767616.000000 Penalty: 6315.136230
	Iteration 8F: 3 clusters Score -3.576762e+07 nChanged 29361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292558 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -35795028.000000 Penalty: 6315.136230
	Iteration 9F: 3 clusters Score -3.579503e+07 nChanged 23151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315707 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -35817676.000000 Penalty: 6315.136230
	Iteration 10F: 3 clusters Score -3.581768e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329604 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -35828460.000000 Penalty: 6315.136230
	Iteration 11Q: 3 clusters Score -3.582846e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335617 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -35831848.000000 Penalty: 6315.136230
	Iteration 12Q: 3 clusters Score -3.583185e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337496 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -35832884.000000 Penalty: 6315.136230
	Iteration 13Q: 3 clusters Score -3.583288e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338000 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35833164.000000 Penalty: 6315.136230
	Iteration 14Q: 3 clusters Score -3.583316e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338133 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35833264.000000 Penalty: 6315.136230
	Iteration 15Q: 3 clusters Score -3.583326e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338173 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35833280.000000 Penalty: 6315.136230
	Iteration 16Q: 3 clusters Score -3.583328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338193 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35833292.000000 Penalty: 6315.136230
	Iteration 17Q: 3 clusters Score -3.583329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35833344.000000 Penalty: 6315.136230
	Iteration 18Q: 3 clusters Score -3.583334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35833360.000000 Penalty: 6315.136230
	Iteration 19Q: 3 clusters Score -3.583336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35833392.000000 Penalty: 6315.136230
	Iteration 20F: 3 clusters Score -3.583339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35833388.000000 Penalty: 6315.136230
	Iteration 21Q: 3 clusters Score -3.583339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35833408.000000 Penalty: 6315.136230
	Iteration 22Q: 3 clusters Score -3.583341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35833408.000000 Penalty: 6315.136230
	Iteration 23F: 3 clusters Score -3.583341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Entering Unmasked Estep 
Score: -3288940.000000 Penalty: 2560.500000
	Iteration 0F: 2 clusters Score -3288940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3268061.250000 Penalty: 5121.000000
	Iteration 0F: 3 clusters Score -3268061 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3275326.750000 Penalty: 5121.000000
	Iteration 1F: 3 clusters Score -3275327 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3275774.000000 Penalty: 5121.000000
	Iteration 2Q: 3 clusters Score -3275774 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3276148.000000 Penalty: 5121.000000
	Iteration 3Q: 3 clusters Score -3276148 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3276471.000000 Penalty: 5121.000000
	Iteration 4Q: 3 clusters Score -3276471 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3276818.000000 Penalty: 5121.000000
	Iteration 5Q: 3 clusters Score -3276818 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3277203.250000 Penalty: 5121.000000
	Iteration 6Q: 3 clusters Score -3277203 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3277728.750000 Penalty: 5121.000000
	Iteration 7Q: 3 clusters Score -3277729 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3278466.750000 Penalty: 5121.000000
	Iteration 8Q: 3 clusters Score -3278467 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3279477.000000 Penalty: 5121.000000
	Iteration 9F: 3 clusters Score -3279477 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3280878.750000 Penalty: 5121.000000
	Iteration 10F: 3 clusters Score -3280879 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3282423.500000 Penalty: 5121.000000
	Iteration 11F: 3 clusters Score -3282424 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3283832.250000 Penalty: 5121.000000
	Iteration 12F: 3 clusters Score -3283832 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3284850.250000 Penalty: 5121.000000
	Iteration 13Q: 3 clusters Score -3284850 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3285504.250000 Penalty: 5121.000000
	Iteration 14Q: 3 clusters Score -3285504 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3285941.000000 Penalty: 5121.000000
	Iteration 15Q: 3 clusters Score -3285941 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3286225.250000 Penalty: 5121.000000
	Iteration 16Q: 3 clusters Score -3286225 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3286397.750000 Penalty: 5121.000000
	Iteration 17Q: 3 clusters Score -3286398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3286477.750000 Penalty: 5121.000000
	Iteration 18Q: 3 clusters Score -3286478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3286538.750000 Penalty: 5121.000000
	Iteration 19Q: 3 clusters Score -3286539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3286593.500000 Penalty: 5121.000000
	Iteration 20F: 3 clusters Score -3286594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3286619.250000 Penalty: 5121.000000
	Iteration 21Q: 3 clusters Score -3286619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3286647.250000 Penalty: 5121.000000
	Iteration 22Q: 3 clusters Score -3286647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3286653.250000 Penalty: 5121.000000
	Iteration 23Q: 3 clusters Score -3286653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3286664.250000 Penalty: 5121.000000
	Iteration 24Q: 3 clusters Score -3286664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3286671.250000 Penalty: 5121.000000
	Iteration 25Q: 3 clusters Score -3286671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3286685.500000 Penalty: 5121.000000
	Iteration 26Q: 3 clusters Score -3286686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3286691.750000 Penalty: 5121.000000
	Iteration 27Q: 3 clusters Score -3286692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3286701.000000 Penalty: 5121.000000
	Iteration 28Q: 3 clusters Score -3286701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3286705.250000 Penalty: 5121.000000
	Iteration 29Q: 3 clusters Score -3286705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3286715.000000 Penalty: 5121.000000
	Iteration 30Q: 3 clusters Score -3286715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3286716.250000 Penalty: 5121.000000
	Iteration 31Q: 3 clusters Score -3286716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3286723.000000 Penalty: 5121.000000
	Iteration 32Q: 3 clusters Score -3286723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3286724.000000 Penalty: 5121.000000
	Iteration 33Q: 3 clusters Score -3286724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3286722.500000 Penalty: 5121.000000
	Iteration 34Q: 3 clusters Score -3286722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3286724.750000 Penalty: 5121.000000
	Iteration 35Q: 3 clusters Score -3286725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3286724.500000 Penalty: 5121.000000
	Iteration 36Q: 3 clusters Score -3286724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3286728.000000 Penalty: 5121.000000
	Iteration 37Q: 3 clusters Score -3286728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3286728.750000 Penalty: 5121.000000
	Iteration 38Q: 3 clusters Score -3286729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3286728.750000 Penalty: 5121.000000
	Iteration 39F: 3 clusters Score -3286729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Entering Unmasked Estep 
Score: -875682.812500 Penalty: 2250.878662
	Iteration 0F: 2 clusters Score -875682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -868790.312500 Penalty: 4501.757324
	Iteration 0F: 3 clusters Score -868790.3 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -870689.625000 Penalty: 4501.757324
	Iteration 1F: 3 clusters Score -870689.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -870997.812500 Penalty: 4501.757324
	Iteration 2F: 3 clusters Score -870997.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -871244.500000 Penalty: 4501.757324
	Iteration 3F: 3 clusters Score -871244.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -871561.437500 Penalty: 4501.757324
	Iteration 4Q: 3 clusters Score -871561.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -871944.312500 Penalty: 4501.757324
	Iteration 5Q: 3 clusters Score -871944.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -872323.500000 Penalty: 4501.757324
	Iteration 6F: 3 clusters Score -872323.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -872709.937500 Penalty: 4501.757324
	Iteration 7F: 3 clusters Score -872709.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -873115.875000 Penalty: 4501.757324
	Iteration 8F: 3 clusters Score -873115.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -873500.937500 Penalty: 4501.757324
	Iteration 9F: 3 clusters Score -873500.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -873816.062500 Penalty: 4501.757324
	Iteration 10F: 3 clusters Score -873816.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -874068.250000 Penalty: 4501.757324
	Iteration 11Q: 3 clusters Score -874068.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -874234.500000 Penalty: 4501.757324
	Iteration 12Q: 3 clusters Score -874234.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -874344.187500 Penalty: 4501.757324
	Iteration 13Q: 3 clusters Score -874344.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -874406.125000 Penalty: 4501.757324
	Iteration 14Q: 3 clusters Score -874406.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -874454.562500 Penalty: 4501.757324
	Iteration 15Q: 3 clusters Score -874454.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -874492.125000 Penalty: 4501.757324
	Iteration 16Q: 3 clusters Score -874492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -874524.312500 Penalty: 4501.757324
	Iteration 17Q: 3 clusters Score -874524.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -874548.500000 Penalty: 4501.757324
	Iteration 18Q: 3 clusters Score -874548.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -874561.875000 Penalty: 4501.757324
	Iteration 19Q: 3 clusters Score -874561.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -874577.750000 Penalty: 4501.757324
	Iteration 20F: 3 clusters Score -874577.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -874592.937500 Penalty: 4501.757324
	Iteration 21Q: 3 clusters Score -874592.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -874602.062500 Penalty: 4501.757324
	Iteration 22Q: 3 clusters Score -874602.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -874616.187500 Penalty: 4501.757324
	Iteration 23Q: 3 clusters Score -874616.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -874628.625000 Penalty: 4501.757324
	Iteration 24Q: 3 clusters Score -874628.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -874645.875000 Penalty: 4501.757324
	Iteration 25Q: 3 clusters Score -874645.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -874664.562500 Penalty: 4501.757324
	Iteration 26Q: 3 clusters Score -874664.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -874680.687500 Penalty: 4501.757324
	Iteration 27Q: 3 clusters Score -874680.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -874695.625000 Penalty: 4501.757324
	Iteration 28Q: 3 clusters Score -874695.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -874705.562500 Penalty: 4501.757324
	Iteration 29Q: 3 clusters Score -874705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -874710.875000 Penalty: 4501.757324
	Iteration 30Q: 3 clusters Score -874710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -874716.687500 Penalty: 4501.757324
	Iteration 31Q: 3 clusters Score -874716.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -874724.812500 Penalty: 4501.757324
	Iteration 32Q: 3 clusters Score -874724.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -874733.000000 Penalty: 4501.757324
	Iteration 33Q: 3 clusters Score -874733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -874742.437500 Penalty: 4501.757324
	Iteration 34Q: 3 clusters Score -874742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -874750.750000 Penalty: 4501.757324
	Iteration 35Q: 3 clusters Score -874750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -874753.687500 Penalty: 4501.757324
	Iteration 36Q: 3 clusters Score -874753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -874758.375000 Penalty: 4501.757324
	Iteration 37Q: 3 clusters Score -874758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -874761.875000 Penalty: 4501.757324
	Iteration 38Q: 3 clusters Score -874761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -874764.437500 Penalty: 4501.757324
	Iteration 39Q: 3 clusters Score -874764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -874766.187500 Penalty: 4501.757324
	Iteration 40F: 3 clusters Score -874766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -874765.875000 Penalty: 4501.757324
	Iteration 41Q: 3 clusters Score -874765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -874766.625000 Penalty: 4501.757324
	Iteration 42Q: 3 clusters Score -874766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -874766.750000 Penalty: 4501.757324
	Iteration 43Q: 3 clusters Score -874766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -874767.000000 Penalty: 4501.757324
	Iteration 44Q: 3 clusters Score -874767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -874766.687500 Penalty: 4501.757324
	Iteration 45Q: 3 clusters Score -874766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -874766.687500 Penalty: 4501.757324
	Iteration 46F: 3 clusters Score -874766.7 nChanged 0
--- Evaluating fit on full set of 4573905 points ---
Entering Unmasked Estep 
Score: -459451168.000000 Penalty: 91279.140625
25->25 Clusters: Score -459451168.000000, best is -460445440.000000

Main iterations: 0 (time per=infms)
Total iterations: 81269 (time per=750.728051ms)
Iterations metric 2: 11052244795392.000000 (time per=5.520229ns)
Iterations metric 3: 331601875566592.000000 (time per=183.988459ps)

That took 61010.917969 seconds.
